diff --git a/.github/workflows/docs-test.yml b/.github/workflows/docs-test.yml new file mode 100644 index 00000000..b3b2de60 --- /dev/null +++ b/.github/workflows/docs-test.yml @@ -0,0 +1,33 @@ +name: Doc test + +on: + push: + branches: + - main + pull_request: + branches: + - main + +jobs: + doc-test: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v6 + + - name: Set up Python + uses: actions/setup-python@v6 + with: + python-version: "3.14" + cache: "pip" + + - name: Install Python dependencies + run: | + sudo apt-get install python3-pip graphviz + pip install -r requirements.txt + pip install ghp-import + PATH="${PATH}:${HOME}/.local/bin" + + - name: Build book HTML + run: | + ./build_and_process.sh diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index cc35d354..720016c8 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,11 +11,13 @@ jobs: steps: - uses: actions/checkout@v6 + - name: Set up Python uses: actions/setup-python@v6 with: python-version: "3.14" cache: "pip" + - name: Install Python dependencies run: | sudo apt-get install python3-pip graphviz @@ -25,7 +27,7 @@ jobs: - name: Build book HTML run: | - KERAS_BACKEND="torch" jupyter-book build ./content + ./build_and_process.sh - name: Push _build/html to gh-pages run: | diff --git a/build_and_process.sh b/build_and_process.sh new file mode 100755 index 00000000..96915168 --- /dev/null +++ b/build_and_process.sh @@ -0,0 +1,10 @@ +#!/bin/sh + +KERAS_BACKEND="torch" jupyter-book build content + +cd content/_build/html +for i in $(grep -lR "# alt-text" | grep html) +do + echo $i + ../../../parse_alt.py $i +done diff --git a/content/02-numpy/numpy-basics.ipynb b/content/02-numpy/numpy-basics.ipynb index 0658305f..8432b1b1 100644 --- a/content/02-numpy/numpy-basics.ipynb +++ b/content/02-numpy/numpy-basics.ipynb @@ -576,7 +576,7 @@ "\n", "Multidimensional arrays are stored in a contiguous space in memory -- this means that the columns / rows need to be unraveled (flattened) so that it can be thought of as a single one-dimensional array. Different programming languages do this via different conventions:\n", "\n", - "![](row_column_major.png)\n", + "![multidimensional array formatting, row-major vs. column-major](row_column_major.png)\n", "\n", "Storage order:\n", "\n", @@ -780,7 +780,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.2" + "version": "3.14.2" } }, "nbformat": 4, diff --git a/content/04-matplotlib/matplotlib-basics.ipynb b/content/04-matplotlib/matplotlib-basics.ipynb index 20fae828..4ec8b46a 100644 --- a/content/04-matplotlib/matplotlib-basics.ipynb +++ b/content/04-matplotlib/matplotlib-basics.ipynb @@ -102,7 +102,7 @@ "### Anatomy of a figure\n", "\n", "Figures are the highest level object and can include multiple axes\n", - "![](anatomy1.png)\n", + "![anatomy of a matplotlib figure showing the different components](anatomy1.png)\n", "\n", "(figure from: http://matplotlib.org/faq/usage_faq.html#parts-of-a-figure )\n" ] @@ -192,7 +192,8 @@ "ax.plot(x, y)\n", "ax.set_xlabel(r\"$x$\")\n", "ax.set_ylabel(r\"$\\cos(x)$\")\n", - "ax.set_xlim(0, 2*np.pi)" + "ax.set_xlim(0, 2*np.pi)\n", + "# alt-text: a plot of a cosine function" ] }, { @@ -272,7 +273,8 @@ "ax.plot(x, np.sin(x), marker=\"o\", label=\"sine\")\n", "ax.plot(x, np.cos(x), marker=\"x\", label=\"cosine\")\n", "ax.set_xlim(0.0, 2.0*np.pi)\n", - "ax.legend()" + "ax.legend()\n", + "# alt-text: a plot of sine and cosine functions" ] }, { @@ -337,7 +339,8 @@ "source": [ "fig, ax = plt.subplots()\n", "ax.plot(x, np.sin(x), linestyle=\"--\", linewidth=3.0)\n", - "ax.plot(x, np.cos(x), linestyle=\"-\")" + "ax.plot(x, np.cos(x), linestyle=\"-\")\n", + "# alt-text: sine and cosine functions now with the sine using a dotted line" ] }, { @@ -443,7 +446,8 @@ "ax = fig.add_subplot(111)\n", "ax.plot(x, np.sin(x), linestyle=\"--\", linewidth=3.0)\n", "ax.plot(x, np.cos(x), linestyle=\"-\")\n", - "ax.set_xlim(0.0, 2.0*np.pi)" + "ax.set_xlim(0.0, 2.0*np.pi)\n", + "# alt-text: a different theme -- now the figure background is gray and the font and colors are different" ] }, { @@ -522,7 +526,8 @@ "ax2.set_yscale(\"log\")\n", "\n", "# tight_layout() makes sure things don't overlap\n", - "fig.tight_layout()" + "fig.tight_layout()\n", + "# alt-text: two axes stacked vertically, with a cubic function drawn on the top and a Gaussian (log-scale) on the bottom" ] }, { @@ -608,7 +613,8 @@ "fig, ax = plt.subplots()\n", "\n", "im = ax.imshow(g(xv, yv), origin=\"lower\")\n", - "fig.colorbar(im, ax=ax)" + "fig.colorbar(im, ax=ax)\n", + "# alt-text: a heat-map of a 2D Gaussian" ] }, { @@ -663,7 +669,8 @@ "fig, ax = plt.subplots()\n", "\n", "contours = ax.contour(g(xv, yv))\n", - "ax.axis(\"equal\") # this adjusts the size of image to make x and y lengths equal" + "ax.axis(\"equal\") # this adjusts the size of image to make x and y lengths equal\n", + "# alt-text: contour plot of a 2D Gaussian" ] }, { @@ -764,7 +771,8 @@ ], "source": [ "fig, ax = plt.subplots()\n", - "ax.errorbar(x, y, yerr=sigma, fmt=\"o\")" + "ax.errorbar(x, y, yerr=sigma, fmt=\"o\")\n", + "# alt-text: a plot showing data points with vertical error bars" ] }, { @@ -834,7 +842,8 @@ "source": [ "fig, ax = plt.subplots()\n", "ax.plot(xx, np.sin(xx))\n", - "ax.text(np.pi/2, np.sin(np.pi/2), r\"maximum\")" + "ax.text(np.pi/2, np.sin(np.pi/2), r\"maximum\")\n", + "# alt-text: a sine wave with the peak labeled \"maximum\"" ] }, { @@ -866,7 +875,8 @@ "ax.spines['top'].set_visible(False)\n", "ax.xaxis.set_ticks_position('bottom') \n", "ax.yaxis.set_ticks_position('left') \n", - "fig" + "fig\n", + "# alt-text: a sine wave with the peak labeled \"maximum\" and only the left and lower axes drawn" ] }, { @@ -935,7 +945,8 @@ " arrowprops=dict(facecolor='black', shrink=0.05),\n", " horizontalalignment='left',\n", " verticalalignment='bottom',\n", - " )\n" + " )\n", + "# alt-text: a polar plot of a spiral with a point labeled " ] }, { @@ -1007,7 +1018,8 @@ "x = r*np.sin(theta)\n", "y = r*np.cos(theta)\n", "\n", - "ax.plot(x,y,z)" + "ax.plot(x,y,z)\n", + "# alt-text: a 3D plot of a curve that spirals around the vertical axis" ] }, { @@ -1055,7 +1067,8 @@ "\n", "# and the view (note: most interactive backends will allow you to rotate this freely)\n", "ax.azim = 90\n", - "ax.elev = 40" + "ax.elev = 40\n", + "# alt-text: a surface plot of a function colored by z value" ] }, { @@ -1110,76 +1123,9 @@ "x = np.linspace(-5,5,200)\n", "sigma = 1.0\n", "ax.plot(x, np.exp(-x**2/(2*sigma**2)) / (sigma*np.sqrt(2.0*np.pi)),\n", - " c=\"r\", lw=2)\n", - "ax.set_xlabel(\"x\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Plotting data from a file" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`numpy.loadtxt()` provides an easy way to read columns of data from an ASCII file" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(128, 8)\n" - ] - } - ], - "source": [ - "data = np.loadtxt(\"test1.exact.128.out\")\n", - "print(data.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.plot(data[:,1], data[:,2]/np.max(data[:,2]), label=r\"$\\rho$\")\n", - "ax.plot(data[:,1], data[:,3]/np.max(data[:,3]), label=r\"$u$\")\n", - "ax.plot(data[:,1], data[:,4]/np.max(data[:,4]), label=r\"$p$\")\n", - "ax.plot(data[:,1], data[:,5]/np.max(data[:,5]), label=r\"$T$\")\n", - "ax.set_ylim(0,1.1)\n", - "ax.legend(frameon=False, fontsize=12)" + " c=\"C1\", lw=2)\n", + "ax.set_xlabel(\"x\")\n", + "# alt-text: a histogram of Gaussian random numbers, with a Gaussian function plotted matching it well" ] }, { @@ -1234,7 +1180,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.2" + "version": "3.14.2" } }, "nbformat": 4, diff --git a/content/04-matplotlib/matplotlib-exercises.ipynb b/content/04-matplotlib/matplotlib-exercises.ipynb index 126e4c0a..d073b570 100644 --- a/content/04-matplotlib/matplotlib-exercises.ipynb +++ b/content/04-matplotlib/matplotlib-exercises.ipynb @@ -286,7 +286,8 @@ ], "source": [ "fig, ax = plt.subplots()\n", - "ax.imshow(m)" + "ax.imshow(m)\n", + "# alt-text: a plot of the Mandelbrot set" ] }, { @@ -313,7 +314,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.14.2" } }, "nbformat": 4, diff --git a/content/05-scipy/scipy-basics-2.ipynb b/content/05-scipy/scipy-basics-2.ipynb index c40d60e5..000154d8 100644 --- a/content/05-scipy/scipy-basics-2.ipynb +++ b/content/05-scipy/scipy-basics-2.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -23,7 +23,7 @@ "source": [ "## Fitting\n", "\n", - "Fitting is used to match a model to experimental data. E.g. we have N points of $(x_i, y_i)$ with associated errors, $\\sigma_i$, and we want to find a simply function that best represents the data.\n", + "Fitting is used to match a model to experimental data. E.g. we have N points of $(x_i, y_i)$ with associated errors, $\\sigma_i$, and we want to find a simple function that best represents the data.\n", "\n", "Usually this means that we will need to define a metric, often called the residual, for how well our function matches the data, and then minimize this residual. [Least-squares fitting](https://en.wikipedia.org/wiki/Least_squares) is a popular formulation.\n", "\n", @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -85,7 +85,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -107,13 +107,13 @@ "" ] }, - "execution_count": 7, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -125,7 +125,8 @@ "source": [ "fig, ax = plt.subplots()\n", "ax.scatter(x,y)\n", - "ax.errorbar(x, y, yerr=sigma, fmt=\"o\")" + "ax.errorbar(x, y, yerr=sigma, fmt=\"o\")\n", + "# alt-text: a plot showing data points with vertical error bars" ] }, { @@ -149,7 +150,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -175,14 +176,14 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[-1.15667857 1.51771559 -0.01948624]\n" + "[ 3.70750072 1.35501023 -0.01853287]\n" ] } ], @@ -197,24 +198,25 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, - "execution_count": 10, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ax.plot(x, afit[0] + afit[1]*x + afit[2]*x*x )\n", - "fig" + "fig\n", + "# alt-text: a plot showing data points with error bars and a quadratic fit to them" ] }, { @@ -233,14 +235,14 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1.2945742468418153\n" + "0.7125132900442299\n" ] } ], @@ -275,7 +277,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -293,7 +295,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -302,13 +304,13 @@ "" ] }, - "execution_count": 13, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -320,7 +322,8 @@ "source": [ "fig, ax = plt.subplots()\n", "ax.scatter(x,y)\n", - "ax.errorbar(x, y, yerr=sigma, fmt=\"o\", label=\"_nolegend_\")" + "ax.errorbar(x, y, yerr=sigma, fmt=\"o\", label=\"_nolegend_\")\n", + "# alt-text: a plot showing a noisy exponential dataset with error bars" ] }, { @@ -332,24 +335,11 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def resid(avec, x, y):\n", - " \"\"\" the residual function -- this is what will be minimized by the \n", - " scipy.optimize.leastsq() routine. avec is the parameters we \n", - " are optimizing -- they are packed in here, so we unpack to \n", - " begin. (x, y) are the data points \n", - " \n", - " scipy.optimize.leastsq() minimizes: \n", - " \n", - " x = arg min(sum(func(y)**2,axis=0)) \n", - " y \n", - " \n", - " so this should just be the distance from a point to the curve, \n", - " and it will square it and sum over the points \n", - " \"\"\"\n", "\n", " a0, a1 = avec\n", "\n", @@ -360,7 +350,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -368,7 +358,7 @@ "output_type": "stream", "text": [ "1\n", - "[3.22621618 0.58391382]\n" + "[2.1781014 0.69460854]\n" ] } ], @@ -382,17 +372,17 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, - "execution_count": 16, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -402,7 +392,8 @@ " label=r\"$a_0 = $ %f; $a_1 = $ %f\" % (afit[0], afit[1]))\n", "ax.plot(x, a0_orig*np.exp(a1_orig*x), \":\", label=\"original function\")\n", "ax.legend(numpoints=1, frameon=False)\n", - "fig" + "fig\n", + "# alt-text: a plot showing noisy exponential data points, a fit, and the original function" ] }, { @@ -466,7 +457,8 @@ "\n", "To get the frequencies, we can use `np.fft.rfftfreq()`, which will return dimensionless frequencies of the form\n", "$0, 1/N, 2/N, 3/N, ...$. We know that the shortest lowest frequency corresponds to a single wavelength in the domain, so physically, $1/N$ corresponds to a frequency $1/L$, where $L$ is the domain size. This means that\n", - "we can convert the frequencies by dividing by $\\Delta x = L/N$.\n", + "we can convert the frequencies by dividing by $\\Delta x = L/N$. This scaling is accomplished by passing the\n", + "`d` parameter to `rfftfreq`.\n", "```" ] }, @@ -479,7 +471,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -502,14 +494,8 @@ "\n", " fk = fk * norm\n", "\n", - " fk_r = fk.real\n", - " fk_i = fk.imag\n", - "\n", " # rfftfreq returns the frequencies as 0, 1/N, 2/N, 3/N, ...\n", - " k = np.fft.rfftfreq(npts)\n", - "\n", - " # to make these dimensional, we need to divide by dx.\n", - " kfreq = k / dx\n", + " kfreq = np.fft.rfftfreq(npts, d=dx)\n", "\n", " # Inverse transform: F(k) -> f(x) -- without the normalization\n", " fkinv = np.fft.irfft(fk/norm)\n", @@ -521,8 +507,8 @@ " ax[0].set_xlabel(\"x\")\n", " ax[0].set_ylabel(\"f(x)\")\n", "\n", - " ax[1].plot(kfreq, fk_r, label=r\"Re($\\mathcal{F}$)\")\n", - " ax[1].plot(kfreq, fk_i, ls=\":\", label=r\"Im($\\mathcal{F}$)\")\n", + " ax[1].plot(kfreq, fk.real, label=r\"Re($\\mathcal{F}$)\")\n", + " ax[1].plot(kfreq, fk.imag, ls=\":\", label=r\"Im($\\mathcal{F}$)\")\n", " ax[1].set_xlabel(r\"$\\nu_k$\")\n", " ax[1].set_ylabel(\"F(k)\")\n", "\n", @@ -536,10 +522,8 @@ " ax[3].set_xlabel(r\"$\\nu_k$\")\n", " ax[3].set_ylabel(r\"inverse F(k)\")\n", "\n", - " f = plt.gcf()\n", - " \n", - " f.set_size_inches(10,8)\n", - " plt.tight_layout()\n" + " fig.set_size_inches(10,8)\n", + " fig.tight_layout()\n" ] }, { @@ -551,7 +535,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -577,7 +561,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -589,7 +573,8 @@ "source": [ "npts = 128\n", "xx, f = single_freq_sine(npts)\n", - "plot_FFT(xx, f)" + "plot_FFT(xx, f)\n", + "# alt-text: a plot with 4 vertical panels showing (1) a sine (2) the Fourier transform of the sine (3) the power in Fourier space (4) the data transformed back to real space" ] }, { @@ -634,7 +619,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -645,7 +630,8 @@ ], "source": [ "xx, f = single_freq_cosine(npts)\n", - "plot_FFT(xx, f)" + "plot_FFT(xx, f)\n", + "# alt-text: a plot with 4 vertical panes showing a single-mode cosine transformed to Fourier space and back" ] }, { @@ -690,7 +676,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -701,7 +687,8 @@ ], "source": [ "xx, f = single_freq_sine_plus_shift(npts)\n", - "plot_FFT(xx, f)" + "plot_FFT(xx, f)\n", + "# alt-text: a plot with 4 vertical panes showing a single-mode sine with a phase shift transformed to Fourier space and back" ] }, { @@ -758,7 +745,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 23, @@ -767,7 +754,7 @@ }, { "data": { - "image/png": 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EB5JhQwY4AeMgk899PeYMDhESsz2oKIMjmFkYnzEuSnHX4eh6J81viNkURI/1pInZiLMTbdHkgQODyFjsOP/HzlHDwSH+DI5VgBMNbciuQ3qQPj5TFR5wtQJyOEomFFoMIhmcAHHPPfdg8eLFyOVyWLlyJbZts/eEOf/886Eoyqyviy66iD7nyiuvnPXztWvXhvFRPIMVrMWdwZkxCdea/4+GBbh58d+x96iwa2kHyEmLBJCZpN4jSXQ6kHTfJsFXVKqN/IAEZ11M2qSbanDEfq7f7R0HmIBgLPYMzuwUFellVxa88e4yMb5Hp+PL4rBSAr0YRGpwAsFDDz2EG2+8EbfeeiueeuopLF++HGvWrMGBAwcsn//jH/8Y+/fvp1/PPfcckskkPvCBDxiet3btWsPzfvCDHwT9UXyBTVEdmirHeoLRTZdNUUXEQIrQ9+Sk0ikMDkkHNjuKi6+kqjdUyiAt6MsDQKx9h4pMo02CqBj9kd9//JzmOHc2gyN2/dhtCnDiXEk1Y+oXCEOKSjI4bcVdd92Fa665BldddRWWLVuGe++9F4VCAffff7/l8wcGBjA8PEy/Nm7ciEKhMCvAyWazhufNmTMn6I/iGaqqzrpR9sU4TUXbNKRYBicaKaoxbfF/ywnNefDqwc7S4CAilVQsW7OgLwcwrstxxFRZa7TJpqgy0dDgTJsCybGOCXAYkXEEeiSpqkoDHHJ4i7MOxymQFH0QDRuBBjiVSgXbt2/H6tWr9V+YSGD16tXYsmUL13t885vfxGWXXYauri7D45s3b8b8+fNx6qmn4rrrrsPhw4fbfv2tYnymimq9qWZfPLcAxLySytzADRGiPsnp9oSB5jhPV+qxrqTSq6j0sY5CR3ES4GSSCQx0ZZqPxTrAMTbaRIR6URHfmIX9WiAZ8wCnaPLBQUSqqA5NVTBZrkFRgDOP6wcAHI5xJVXJVCIOZh2Js7bID1Icz/GNQ4cOoV6vY2hoyPD40NAQXnjhBdfXb9u2Dc899xy++c1vGh5fu3Yt3ve+92HJkiV45ZVX8IlPfALvec97sGXLFiSTyVnvUy6XUS7rE3ZiYqKlz8ULkp7qL6SxeLALuw9Px1qHYykyjkgTSJKiWtifp49NV+uG1EOcoDM4+hmELFgiU1QkmOnOpdCT06324wras4fZDIgPjmhtEfk7UwYnxroQMCwvGV+wKSqB6wepoFrYl6fB5KHJ+I611UH0WGVwIr36f/Ob38QZZ5yBc8891/D4ZZddRv9/xhln4Mwzz8RJJ52EzZs344ILLpj1PnfeeSduu+22UK6ZBQlwBruzOE7beF+Pc4BTna3ByUeMwRnqzSKZUFBvqCiWa7EMcFRVdWZwBI613pgyhR4trRNnDQ4ZZ9b6oEtLoYgWc5NUJEkFFit1VOsN6tcTN9BeVOlopaj2ajYHJ84tYG53Foi5F45u8sdoJSPUUidMBHqnDA4OIplMYnR01PD46OgohoeHHV9bLBbx4IMP4uqrr3b9PUuXLsXg4CBefvlly5+vX78e4+Pj9Gvv3nCaqZES8XndWRynCQVjnaKyFK9F42RAApy+fJq2NxB9AvcLdrFng8lCBDZeQ4ATsZ5NfkBSIyxTRip7RNP5ZgYHMU9T0W7iVgyOwBQVcYruyaUwt7uZdo2zBsfsYgy22eYxxuAEGuBkMhmsWLECmzZtoo81Gg1s2rQJq1atcnztD3/4Q5TLZXzwgx90/T2vv/46Dh8+jAULFlj+PJvNore31/AVBgiDM69HZ3DiLDImNDJ740SFwSECzL5COlK9hPyApeuzFunA6KSoCIMTz3EGM9bsOJNNt1JvCNVxTTMbLxnruAqNVVWlomlLJ2OBKaoSU1Y92NVkcA7HuYrKQcwtGZw248Ybb8R9992HBx54ADt37sR1112HYrGIq666CgBwxRVXYP369bNe981vfhOXXHIJ5s6da3h8amoKH/3oR/Gb3/wGu3fvxqZNm3DxxRfj5JNPxpo1a4L+OJ5AGJzB7iztnCu6MqMVWKWosmnxaROYGZyYMwukrxfbtR1MikpsFVVznHuyKXRrczoKjRL9gqaoLBgcaEGOKOi+MUn05ZtjHddS8VK1AVWLFa2cjEWmqCjjkUnqDE6MO7c7Me31hhrr1ipeEbhA4dJLL8XBgwdxyy23YGRkBGeddRY2bNhAhcd79uxBImGMs1588UX88pe/xKOPPjrr/ZLJJJ555hk88MADGBsbw8KFC3HhhRfijjvuQDabDfrjeALL4OibU3wpwpLFjROFZnmqqlKRMRvgiK6C8YuyRdd2RKSKihrjMRqcuAaSYFNUaesAp1xrGOZ7mCjS5pQp9BfSeP3oTGzbNbAHO5YBjkKKig0IiAYn1ikqasjKHEQZhrJUa6A7pjourwhFgblu3TqsW7fO8mebN2+e9dipp54KVbWmhvP5PH7+85+3/RqDAGm0Oa8nSzfd6ZhuurA5GdBu4gI33VK1QU/a/YUM0w06nhtvyUIXAtYHRyBbRo3xOiVFVZudosowi78oHU6t3qC/u5COP4PDuusmEnrQno2A3om9trma9cGhqTJUVTUcMOICqzJxdi0pxbi61CuOjTBOEPQqqgzdnOKdoppd2UNFxgJPYGTRTyYUdGWStAomrsxC2WKcEREGh01R9dIy8XhuumBEl+wGoCiKLjQWROezQWwhqwc4cS0VL1oIjMGkuEWmqNiAgKSoyrUGZdDiBiuRcSKhz+ljyc1YBjgBglQ89BcyhtJTO3Yq6nAqExfZ5XpMa7TZn09DUZTYi4xLtdlMGSJYRUXGOc5Gf1Zl4jD4s4gZa8L0JhMKMskE+vLNjXd8Jp5jPW3Rxw4MWxYVDU4hk6IHibgKjfWxNrI0x6IXjgxwAgR7MihoJ5daQxUqXGwFTg6ZEHjjsPobRKiXkF9YmfyBNfoTuEBNWlRRFSt11GPqGm1VRQVTJZUIsAJjRVF0BmcmngwOCdgKadOmGwEnY2qMp91fhMWJaz8qKx8csP2ojqGO4jLACRAs48E6pcZVh2OVojLmdkUxOM0Ap9cU4EzFdJzppmticGjfrwj0omoa/aX1x2PK4lj54IBlFgTNaXM/of5CvDU4tFFvxjqQFLnpmlM6vTF36C7ZsGVRkBOEDRngBIgS40abSiZoDlTkCbwVlCy6iSuKItzsb5ymApsLU3dWfDl1K6DjbNp0o1CJR1ixnlwKmVSCblCT5bhuvDYMDundI4zB0doaaGkGKjKOaRWVVTk+IlImXqoaAwIS6Ih2svYLq2IQsF44Md1//EAGOAGhWm9Q2p7c1MRhdzqmqRNyw5s3A9FmfxMz1imquIqMSzYMThQ2A7ZMHFqggxifdu00OITBEVXdQ0S5ZNPtj3kVlR1TFqUycbKO5SNwkGgFViJjsG7GUmQs0SqMdvvNiUZEonFV55tPOgQ5wWZ/Yx2mwSnbMDhRKKllU1QAYt9w06qKChHQhszYMDhxdTK21TpFYNM1p96j0POtFVg5GYM9IMX0c/mBDHACAstmkMWzEHMGp2TRABIRMPujKSoS4GTibfRnpXVCRHokTTEpKvbfqQ5LUQlncLRxJsUJfbHX4NhVq4kXvs6YNCtRqFZsBXpVmFlkLD6YDBsywAkIbCUMMYsqELO/GN449YZKF3szsyCcwZklMo53s027KirSRVqULkRVVb0XVZbonTokRWUWGQv2DCH3EjkUsRqcONpMRDlFZa4OjX2KylQVRpCTGhyJdsHqFN4VY7M/dgGyVecL8wwxpk2oD04MxxnMpho1Bqdca6Cm6cq6TQzORGwDnNmtGmDYeEUxOMY0Q3+hWbpcqTdimTqxL8cXrysza1YK1I4hnnPaToOTpeu0ZHAkWoSVKV4UqmD8gr0pcmaRcUbsycAcEMReg2Mxd8CmTQQxOIQRUxR9EyAanDiWidcbKqp1UghgHUwKY3AYHxwwhyPElJm0raJKiw3aVVXVq44yRilBXFNUpaq1BidHg8l4fi4/kAFOQChbuNGSCRfPAKd5zZlkwtBLBhGgPs30d3fsq6isq9VEMzgkiOnKpOgc0Kuo4qcNYcdxdooqOes5YaJoEooqiqJr3SrxO4FHlSkr1/Qu52R8czE+iFbrDRq0SwZHBjiBgZb6Mgsn0YbEUWQ8Y8MqgFkQRJ14zAJGwuCUqg3UYugarTNS0aqiMldQQetJhZhqcNiTrJ02RNRYT5sYHMS8usfWb0gwq8AeynKmFFUcGRx2buQy5jktGRyJNsGKwcmn41smrqfckrN+RhicGUEnA3N+n23o10ljLboBJNumgYCmqGIYtJNNN5lQkEqaGRyx4lezkzGY+RBHA8uyxYGP/b5aV4W0+yABQTqpUBG/zrTHb5zJ2qEoekqbICe42lUEZIATEKjImDmxkI1XpNW+X9iVLoMpR4xKiiqbSiKdbKZQ4rlIWW8GZAGuN8RsBkUrBifGKSq7TRcRYHDMImPEnsGxaYnBfC9irK0qjvJxHmdmTpPqXQLZbFOibaA6CoPIuBMYHIsUlXANzmz6O85CY12vYM3gQNBmYPbAAcPmxLGKym7TRRRExlXiGD17443jBqWnka17UUEQW2ZVcRRnkbFdKhBss03pgyPRKqwYD72KKn6bgVUncQLRC6+ViVhXJr4NN22N/pJiA5xJSwYnvlVUTptBVrjR3+z7TU9RxW9O21VRpZIJJDXBuoiN18qdPc4+OE5Bu2RwJNoGKx1FJ5SJm09giED5spXdPjn5xpHBKdksUiTtBkFjPWXqQwU2RRVDJ2O7yh6wzTaFlYlrrRqyFimqGK4fPBuvCDfjGa0iLd8h1a52jtGQDI5EO2HVEZosVtMxZBXsOtQiAnS+U4oqluJXGwZHURShQmOzNwsYpiyWm66DBocE7aJExuZmm4hAU9tWYGf0B8FuxlbrGu0mHsNxJgG5WWCMCBiyioAMcAKCznjoQ5yPsZOxnqKaPWXSAun8Wl1312X1Qd0x1uBYBccEIlMnVg7L+RiX1No5RoM1oBPESpqbbYIZ605jFkS6GTtpcOIoJXBMu0ag71fYkAFOQKButKnOOO06lYlnaKln+DcOuwFlLcY6jgFO2SkdKLC6p2xxOiReGzPVeux6JDmKjJPi0iZgDkEFC21IHJkFxxSVwM7tJVOjTRg0hQ00BFQrtoKyRXELQU7gOIuCDHACgtXpsNABDI65TQNEb7rMBpSxSAfGUWSseyhFiy2zEoqSk29DFcd2+IXTaVdkKrDeUCkDXLBIUcXxgOTMLAjU4DgwOGDY1LiAzFerQFL64Ei0DY69qGK46ZKbwtxoE6xniIDNgCxA6aRCqzEAoDvOImMHvYK+8YY/h2h+n1k82QA+bi0EnH1wxKdNYCcyjiODwzPWInRlFsw0e4iLWzqQjHMmYlonUZABTkCwSul0MV2u40bnW/n6EGREsgo2wUCsRcYODI7OloU/f8h1sQFOOpmg1V1x23idqqhECueJ9kNRjAGB6JYorcBpToutoiIpKv26EgkltmyZXTk+JIMj0U5YlVWTE1hDjV+pni58nX0yiFraBDE2+mM7XFumAwWW5Fds0gy5mFad8KRNRMxpwvB2ZVIGN1oqMo7ZOMNtrEVqcGz8veJq6cHlgyMZHIlWYVUJw9qux+7GsagKI9DTJuJYhVkBTkwXKLaE03GsRYqMTWPdiaddkb2orErEwWy6pZiNM1zGOgrpQHOAE9e+X3aHELA+OJLBkWgVVimqZEKhN3jcmAUuQaaAzcDOAj6uKSp2kY+aoLtis0nFtbrHyiCSQOQ46yXincGU1eoN2jvNcv1IiksH0l5UNsFkXIN28yEEzIGpVItfxaNfyAAnINg1TCQbb9wWKSuBKYHIihM78aLo9hF+Qa43k0wgkVBm/VxPUYkIJmdrcBBjA7qSTXAMwSmqItWFpAyPx9UHhw1crF2jiQYnGr2o0LEpquZnUlXQNHinQwY4AcHORIyWintgFqr1hvCIm8czREzaxPq6YrvpOrAKEM3g2JSg5uKaonIYa73iRByrUJjFKjQDnrjNaXYMrRx2RY61nQaH9qPyMNbTlRp27B0TulY7SQlYgfexosORAU5AKFukqODjZDBRquLtn38M1/7T9gCukh88egWxImPTAhVTOt8u5UagMzjhL6J2LF7sx9rhtBupoJ0xVfSCw1NlvDAy0cYr9AbK/NmwkpHQ4NgFkx6C9s/8bCcuuedX+I+dB9p8lfzQDyH2qUAI7LEWNmSAExCsfHDgo5Hb7/dN4OBkGY+/cECIUzCBnf4CzI0jgva0K/XN+dCFPPz06/inLbvbfIXeYDdvCCIZTMZVg8OhKxMhMrYPJP01gbzyW09i7Zf/E3sOT7fxKvlhl64nENqLqmJ9EM37aNewY88YAOBFkcGkw1griiKUbRcBGeAEhJJNiop0uea9cUYnSgCAWkPFniNiFihwi4wjpMGhaRO+a6rWG/jYj57Bp/7leTy/bzyAK+WD22YQSZFxC+lAoXS+kw+OthE01KZINkyQU7g5nZP3UUW1f3wGz77RnM+7Dhfbep28cBpnGDQ4Ihic2d3EAaDgsSRfVVXs1sb3wGS57dfJCycpAQSvHyIQSoBzzz33YPHixcjlcli5ciW2bdtm+9xvf/vbUBTF8JXL5QzPUVUVt9xyCxYsWIB8Po/Vq1fjpZdeCuGT8MOutQE5hRU53YwPTOg3y6sHxSxQcNPgMCLjsDcstxQV76Z7tFihDNRPn9nf9uvkhW6IZpOiigCDY2YWvGpwyrU6/uk3r+G8//MY3ve1XwsLchzddZnNOGzxvFsqcNpD369fvXyY/n9sutLW6+SFUydxCE5RlWxSVHmPVVQHJsuUWSOHUhFwSrtCcEGICAQe4Dz00EO48cYbceutt+Kpp57C8uXLsWbNGhw4YJ+n7O3txf79++nXa6+9Zvj5F77wBdx999249957sXXrVnR1dWHNmjUolcRNLBaqqtqmGrwyOCPMzfLKwam2XqcXOFVRpZPiNgO7wCvnMcA5XNQX/58+s0/YpksYHNsAR2AVlX2ZuDdtyI0P/Q6feuQ5vH50Bk/vGcPEjJhSfkdWkpnTYTMLtgGOtumyZpBu+NXLh+j/x6arbb1OXrhtuiIr1qiTsW2Kim9O7zqkHz5FMjhOPjgQXBAiAoEHOHfddReuueYaXHXVVVi2bBnuvfdeFAoF3H///bavURQFw8PD9GtoaIj+TFVVfPnLX8YnP/lJXHzxxTjzzDPxne98B/v27cMjjzwS9MfhQrWugjShNU80rxoc9jTwqsAAh8f1FQJuHLuqAbJg1Roql3bpCBPg7D0yg2deF5OmijLF7FYmzhvgkJQJwURJ1MZrP9apZIL2NhPF4NilAsE51qqq4pdMgHNUFINjM28IhGpw7IpBPOqddrMBzoTIFJX9QRQA0inF8LxOR6ABTqVSwfbt27F69Wr9FyYSWL16NbZs2WL7uqmpKZx44olYtGgRLr74Yjz//PP0Z7t27cLIyIjhPfv6+rBy5UrH9wwTbAmeeeP12lGcvVleEZqicnAyZk67YQuN7QKvHNNbhmczYBkcAPjZs2LSVGVOBifscW4wrIFtOpBzMxifMQY0kyXBDI6doJsY0IXN4NhocNiGsjypk5cPTOEgwyYIY3As2tawII9HKUWlG/3xzU2WwTk4WRaXdnU7IEkGp304dOgQ6vW6gYEBgKGhIYyMjFi+5tRTT8X999+Pf/mXf8F3v/tdNBoNvP3tb8frr78OAPR1Xt6zXC5jYmLC8BUkyA1tbpYHZjPgXTRHIsLgOFVRJRIKUuS0GzaDYyNgzCQTIBWpPBvvkanmRkDcYze/KKbUk5fBCXszYFmMWRocD1VU9YZKGZveXPOUPCmKwXHRhojq3G6XolIUhYpfecaaZW8gUoPDmaIKe043Gir9ne1MUVXqDfHpQNsqzObnElmRGyYiV0W1atUqXHHFFTjrrLPwrne9Cz/+8Y8xb948fP3rX/f9nnfeeSf6+vro16JFi9p6zWawZm1sszx4FK+pqmpIUR2drhpSKWHCjWYWlTqxY3AURfGUOiHj+qbhHiDCegXR4wynijWOoH2yVAU53B43p6A9JorBcQ4maXPCkBkcpzSDl47iJM164tzmOB8VNqfdxpkc+sINJFmm3c7JmDftuttUoSZKh+OqwZFVVO3D4OAgkskkRkdHDY+Pjo5ieHiY6z3S6TTOPvtsvPzyywBAX+flPdevX4/x8XH6tXfvXp+fiA9OlTBe+slMzNToYjfYnQUEsThO6QmCtCDxq1MljBd/FpKiWqRtuqIs2p20ThDYTZzMaUUBZesIvDTbJOmprkwSA11pQGC/MNexFlRxoqeoZl+XvvG6jxkZ61Pmk6BdNIPjPM5hMzjsfDWvH156UTUaKnZrHkPdWiseUZVUbhqcrKD1QxQCDXAymQxWrFiBTZs20ccajQY2bdqEVatWcb1HvV7Hs88+iwULFgAAlixZguHhYcN7TkxMYOvWrbbvmc1m0dvba/gKErQSxuKG9sIqkPRUfyGN0xc0FykRlVTszRC11EnJ4XTopXyZCDAXDeQBTSMlIo/uTjGTE5igtEnSnpXkqVgjzFh/IYOebDPAEZaichlrUdU9ThWLXvydJrQA54SBZtA+NiMqFejigyMqwGGYdrPDst5N3H1O7xufQaXWQDqp4Mzj+wCBDI5T+xFIBqf9uPHGG3HffffhgQcewM6dO3HdddehWCziqquuAgBcccUVWL9+PX3+7bffjkcffRSvvvoqnnrqKXzwgx/Ea6+9hr/4i78AtNTDDTfcgM985jP4yU9+gmeffRZXXHEFFi5ciEsuuSToj8MFJzdaUlLLsxmQU8Bwbw4nzesGBHnhsHoh2xSVIPGrk4BRLxV3v5kPTzUDHLIZqKoYZ17W1t4KokSCThosL6wk2WR782n0aBqcCVEpKtfNQIz41SnA8cQAa4EjTVEJS29H08nY6bpItSvPOO8+1GRvThgoYEFf84B0YFIsg2PPtIvRSopCiuM5LeHSSy/FwYMHccstt2BkZARnnXUWNmzYQEXCe/bsQSKhT7CjR4/immuuwcjICObMmYMVK1bg17/+NZYtW0af87GPfQzFYhHXXnstxsbGcN5552HDhg2zDAFFoeQgXiSsDk+AQxic+b05ukiJcDMmC0/CIj1BIOq065Tf92L2RzQ4x/UXoCjNAKdYrtOFLiw4NcuDwLSJTn07sJIeUlT9+TR6coTBiXiKKkIBTsFDCwEyridoa8dEqYZavYGUTfAcFNzGOeux8KJdqDjMaS/jTPQ3Swa7ML+3KSUQVSrudBABy7QfIymqUFbvdevWYd26dZY/27x5s+H7v/u7v8Pf/d3fOb6foii4/fbbcfvtt7f1OtsFJwbHS8XJAS3AGerJ0s2gKEAbwi5Q5vQEgWjxq1OA40VkPLc7g0I6iWKljmK5hnk92bZfsxN4N91qLVymzGnh9JKiGtdSgf0FncERkaKq1RuoNYiuLFrMAm2YaBGIeAnaSYqK6MqgBTkDXZk2Xq07uEuXQ950q1TrNHtN81JFRdaO+b05DGnrhWgGx74YRKuiOkYYnMhVUXUCqC7EIm3i5bQ7qp0Chvty9EThpQ9Nu+B200CkyNghIOCtOGk0VKrBmduVQZcmFOT1KmonXE9gSTEnsHYFkkSD05dnAxwB48zqymKkwclxbry1eoMehga6MujR5rQIsz9uVjJC4+xFZEwC9J5sCvN7m1kEEQxOo6Ey3cSjFUyKggxwAoCTWVvegy6ETVHREwVH9US74XYCg2GRCtvoz17AmE/ztRAYm6lS5+k5bIDD2S+snYhqOX67dCFEg9MnmMFh0yH2PZKiN9a8PjhsZVpPLoV+rWJNRCUVb2Vg2N4sZJNPWzBlxMm41lBd//5krLuzKczXGJxRAQyOMWiPVtpVFGSAEwAIg5NrsXSZTVHlPaj62w3KKticwCCyfNmpTJyTzj9SbJ62enIppJMJz27T7QS/LiRspsxB6+ThtKtrcDI07SqiTJyMM+sObIaoysCyjZMxPHQUJ/298ukk0skE5hSaaSkR/k5RbT/izJTpj5Vc7jXCQPbkUhhiGBxRjYcR0b5fIiADnADg1DAx1ikqB3GieA2OxVhzbrykgmqupk0gDM60AAbHLUWVFhRIOhmIUXfuWgONhvOiHpUUlb7pWgeSiEDFmmWZOGeKirpF55tj3JdvBpMizP7cqqhIZU+tobrOn3aCVHxaMThenNDJ/O3Opalmr1xrhF4d6ORVRUCrqGSKSsIvHEXGDMXsFuET8dpAV0ZX9QspXXZmFSA0wLE/HZLrdTuBseMMpl1DUQizwNeYUFQg6eTNAo6xHp9hRcbiqqjcNl2wDruhew7ZzwFevRMJcMgY6wyOSA2OMyuJkDdeKjK2GGcvTuhsiiqXTtIWJAdD9sJh2eyoFYOIggxwAoDur2HPKsCF+i7X6vRm78mlPRlPtRtuRl0wnHbFiIytPYf4TNGOTJMAp3n6Eiky5m3VELbfkBOrwF6rG1tmLBMnPjjiNDh8ujJBTsatBDhaiopstnMKhMERocFxTlGlDc16wxvrigszzSsnmDT1ViPrBw9L305wHUQ1d2zJ4Ej4Rslh02V1OU7aEFbg2p1NUT+WSq2Beog0Lhy6G7MQtfE6NUzk3QyOmFNU2liLCSZdTruC0iZlh+qMREKhc91V0D09W2Q8Va6FmpqAQZxuvxnQMnFB6UCr+423ukdPUTUDmz6hGhy+yh6EPK+dAkl4cEKfoimq5nz2UlXYTriltyEZHIl2QE9RzV48U8kEzYM63QDkpilkkkgmFLqwub0uCLhtuhAkMlZV1aWKik9kTPpQDXQ3N4FCtvk6EeJX1zJPUSmqqnPqjHesaRVVPo1eLX2iquGzZTwpKioyFmRA14prtC58JSkqUkUlMsCxXj8SCUWINoSMc9rCBwceApXJsnGssx68itoJt/Q2ZIAj0Q44lYmD82QwWW4uRKR5WzOv2vwZj7tmO+FpMwjxxqk1VFre3YoPDtXgaKfcbioyjp4Gh3UyDrNKwy3w4umRVKrW6cLaX8ggm0pQMWTYOhxP1geiGJwWKtaIyZ+eomrObaEpKocUN0lThWlgWXUoEwfDljkFKo2GatDgwIM9RbvhZZ2WAY6Eb7gtnjwnA0p7ajeNQfQWcurESfRIIOLGcSuL5E5RmUTGJB04JcIHx0Ubwi7GYW685Lps6XwOvQJhD1IJBV2Zpis2m6YKE06pTQIqMg6bwXFInRQ4dSHmFFW/SAbHi94pRKNQp0ASnA03p6t1kHMGmcs5YQwOx5yWRn8SrcItt8tjbU9PBTm9mwbv4tZu8JwM0gK0IWVmHFoJcKjwVdsEurP8fWjaDde+PWzFiQC9gt118Yz1mFZB1ZdP0yoPvZIq3I3XrZM4BDE4jYZKdWxWGhxeXQjrzQKNMUNEjf5gWD/CZ3BcRcYOY00OoumkQu9NL+002gkev7J06thqtikDnABAblI76pOHzjfTnuA8UQQBL2XiYVZBsKXLVmWRRPhadlloSDk4qX4gDI6Ivl+8rRoQsqDbjcHhYRfHGYExgaiO4qWqhxRViJWBbDDlVEXl6oNDU1RGDY4YHxyOsRbALLgxODyBCgnMu7MpugbpDI4YywzHYhBZRSXRKtyqjniEglYBjpf+KO0EjzpfhD+LG7Pkx8cCALqyYnxwDKJpm8+USChUtxIug+OSduVgJceYEnECUWZ/XHS+AF2ZW4BDgm83dsCcoiJze6ZaF1CxZl9VSiDigFRxMPoD5/oxacG0e2ld0k5wFYNIDY5EqyCdWtPt0OAwN04+I8pfIZonMDc3Wt7O7WYGR+9FFe6m6yaaJhCid3LT4HDM6XHGxZhAXIqKf06L8GaBzQGJu7LHlKJiN73QW09w6J1E2B+4anA4fLTIOt2T1ec0CeTEaXCipZUUCRngBAC33C7PDUBYhR6GwSHq/LDdjKN645RcxIs8qcBGQ6WpKMLc6CmqcAMcduz4tCHhp05s9Qo8KSqqdcrQx4QxOC4driFoTrMeOFZpV9Z8zqmKjjI4WgDJ+m+F6czMw0pCkN7JrYqKi8GxOogK88GJ5kFUJGSAEwB0kbGNvwIHnU9unC5DioowOGI2XqcqKrJIhHk6dHNY5smhs8EiofG7BfWiKruc3s0/C3esnelvryJjAhLACxMZ87AKIWqdXHUh2tqhqs5/f+Jk3Kf1okolE7SpaJjaEF5WkvrgCAgm3Q5IzgdRrSWGhVYy7Oo7p3YqBJLBkWgZuoGUf4fMokVul7fRXrsRdZGxbWUPx2mXjHNC0Rc0Ud3EyUk3nVSQsGmWB0EVa7SKqgVWkjA4vRYpqqkI+uCkRTA4bhWYTIBpt36oqkoDRjK+YFicMBmcsldWMsSx1hkc54Ooo1+ZKRXI+7og4ClolwGOhF9w0/keU1QFUeI1DqMukT44dpsUCSTrTOmtGVOM/oakBAhrVqo2UBPgNeO0QEGQoNutBJXHVFHXK+hzWrzImIPOD7OKyqU/UjKh0HvNLlVdrNQpa9LLBjgCqnvYCkYnVjItQO9UbkMxiFWKiswpt8az7UZUU4EiIQOcAEBPBq2IjB0YnChWUYkVGTuzCnBYbIoW1WpEi4OQ9U5up3cCEX2/3EpQ+eY00TqxAU5zAw67TJyv4qQZ8IY7zu5zwE3vRErE00nFcA/QjTfEOV1mAjYnVlJE0N6WYhC6fuiBpPB1mqdaTTI4En7B26W2xEF9Wt04olJUTouukDJxjsaUZE21G+up8mytUyaptxAIs5KKx/EVgl1f3fROTpuBXq2m/710BieKVVSaZ0iEKnvAoQ1h+1CxQmWqDYkQy0oggsFxZdoz7gGhngpkNDgaA1sKOYigY83RFDnsBrKiIAOcAECdSFsoqZ2y2AwK6ZTr64IAT+pEiJOxy+JpaG9hR+dbsAqKojCl4mGedt03XQjKo+sncRe9k5OtfWU2W9YtqlUDjzs3ZXCis+mC0YjZHXT0CqqU4fGMEAbHPb0NQb3sqpx6J8e0a9legxN6mbiXpsi1cHvZiYIMcAKAK4NDN137m7lYnu2vQE4UoYvXXBotQpjI2D0gyLt44egpKuOi0EU3kfA23gqHSBCCNgNe11cndtGKLSOn3dC9WSIqyORhcNwOSBMWYm6IYnA4dWU6gyOgYq0NGhwDgyPMB4dfg4OQx1oUZIATACouGhyeZmxORn+hdxOv8jfbFEF/c20GbimqjPG0W8iGzyzwfB5ElC0rcJhQEjaMZXDIyT7Myh5wMgtpAboyngBHdzS3nptWmy4Ebby8KSohnkPtcDK2kBLQFFXYPjg8B1FBzXpFQQY4bYaqqhxN3JwXmkZDxZQFnV/gYH6CAA+zIEJkXOVYPN1TVLPHGQzLEKYXDneKSkAlhFvwRdMmVfuAkIw1eS7Ydghhe4Zw6J2yzDiHRee7tcQABytJUlQs+wvm/hWRonIVztP1Q0DFmlv7EQ5W0tAzUFRTZBe3cfPPjoVScRngtBm1hgqyFvp1fZ2u1ul7WPsrRE+vIOYE5q5XcMuHm9s0EHQJ8MLh6XANQZUQbsGXmwBeVVU6lgYGJ8opKu2zqmrTaiAMuKVNYGAlrcfMKhUItvlshAoBCERUBrbHydhBZCzI6M9pTicTCjV8DFNOIAoywGkz2EmTtnEydsvtkvRUMqEYNpQoV1EJ0Su4LFDgWGysSpdh6EclpqTWCdkIpk7cGsHOVHVvli5DgCM4RcXhzo0Qx9pLisouVW2nKxPD4HCmqASsH64iYw4mZsrB6M+J+QkCUS5SEAUZ4LQZbs3ywHEyYGlPtsyzwKHqDwJexGsiGhM6anBcNt4oiYx5TmAQwJY1+wk5X5tbZQ+Z04piSlExrEKYVR08bJlBkFkL59q8+ODYs5LWQbsQBodz0xWqd3JZp0vVhmUH9jrTx86QoiJap5CDdh4fHAjSS4qCDHDaDHKDKgooFWiGW4RvldcF54kiCOg3jjudX2uolotBEHCjmME0KLUNJivWdL4QkbFLby2CsAMcNm1gf9p1FhnTTTdjDNpJwKSqzbkTFniqe1LM/VsOSRvCk3Z1ZYBtU1SkR5IIBidaQTs8MDiwCVbYtcGq2Wa1robrhO5i5UBwLPWjkgFOm+HWDRg8DI5NFYTbKTkIsKd3xwaQrHgtQnS++2nXejOgDTdDHGueKgiwjU3DGmfm99hWUWnjXKlbt7ewMvkzv1/UmAVFUULfDLylqLwJ5/UWAmFqcPiCdtIPSkQvO7teVDkmKLMK3EmAk0klDAFcLs0GRtEpBCA4ljqKywCnzaAmfy2dwJrCtdkMjnspbrth2Nyc6Pxk+BsVz1i76Zas+iOB2UTCZXA4F6iQN12efkLsadeqvYUdq2AIcAQwCzk38WvI/iztCNqjyeC46MoiyOAkGA2k1Vptt3awnzXMtZr8XXMRY4BFQgY4bYYXo65S1Vp3YNXADczCZndKDgKGbsCOgkz9FBTaaZejd1Mh48zE2G0GBQFCQW46P2Rbe13Mbd/lPJvS22JYLepWLsYgLAlhpCLk60MQRQbHzTXaXmRM7ClEjDOv0V90NDhwqcKkB9Hc7DktwnOo5DlolwGOhEdw6UKY067Vom6XNmHFmWHpcHhE0zBtVKFtvDX3sXYTCxdtNDiZkNNA8OODExqD475JKYriGEySajV2DhPolVThfJ5avUHLvqMaTDr1E3JjJe1FxqQkP7reTmHNgXpDpVV9zho++5J83eQvZfu6UCvWqtFcP0QilADnnnvuweLFi5HL5bBy5Ups27bN9rn33Xcf3vnOd2LOnDmYM2cOVq9ePev5V155JRRFMXytXbs2hE/iDh5WIedCYdL+JhbUp+JwSg4CbF7XTlNEEL74lee061zubeWuC0ZQHaYBHc/pHQLofN4u53mHYNJOFwIBbsYGVtJNG6JZPYS18XpJUXkVGWcZ5jgs6D440dp0DQc3n2NtF0jCxNKHBW4GR1ZRtQ8PPfQQbrzxRtx666146qmnsHz5cqxZswYHDhywfP7mzZvxp3/6p3j88cexZcsWLFq0CBdeeCHeeOMNw/PWrl2L/fv3068f/OAHQX8ULuisgn0wkEom6MnQ6saZtNkMeJpHthu8pwIIcNjlGWsiap2xcdi1amoKQUI8zxUnYaUpObucO3nh2LGSYM3+QtoMypysJEQwOJ5aNdgE7TbpQF1kHL20a9gpKvbecfTRclhvSYrKfBAFp0lgO2FkJaXImCDwAOeuu+7CNddcg6uuugrLli3Dvffei0KhgPvvv9/y+d/73vfw4Q9/GGeddRZOO+00fOMb30Cj0cCmTZsMz8tmsxgeHqZfc+bMCfqjcIEnRQVGCOYkXjPndiGgkoq3sgcCDKTcWmKA0eBYMTjVeoNe62wGRzvlRFCQGfY4E/t8VwbHoeGmHasAASkq2j4gmbDVFBGE3ferzDGn3YoU7ILJnABWMqrtR9i/p9MByUnvZGcSCgNbFs76wVZruTE4aZmiag8qlQq2b9+O1atX678wkcDq1auxZcsWrveYnp5GtVrFwMCA4fHNmzdj/vz5OPXUU3Hdddfh8OHDbb9+P6hwblLON45DbjfkAIe3GzAiSuc7aXCKTIWUnQYnXOMx3pLakAOCqvumC5fg2ylFpVPmYc9p9+WPPCd8Bsf+fnNiB8q1Oq346s5EicHhZMpCMlRkD0dOqXcnLQ05iFoFOG7+W+0GT6Wj+efHQoAz+y/TRhw6dAj1eh1DQ0OGx4eGhvDCCy9wvcfHP/5xLFy40BAkrV27Fu973/uwZMkSvPLKK/jEJz6B97znPdiyZQuSFiZH5XIZ5XKZfj8xMdHS53ICL4PjdOM4bQZufazaDd4FCkIEmc7dgMEY9lkxOKyPhfk96KYroOLEdYESpMFxC7xoR3GLdOAUY/RnRth6J96eXxDA4PClqOztIth5bk67CmFwPPaiipKHFlzYMpIKNPuVwaDBCZfByaTcWcmwg3aRCDTAaRWf//zn8eCDD2Lz5s3I5XL08csuu4z+/4wzzsCZZ56Jk046CZs3b8YFF1ww633uvPNO3HbbbaFcM6/ZktONY1cmDtYLJ+QqKrfPA+bUGd5m4J46cerbYycwBsNYharB8dyYMFy/IdegnYPBMW+6EJii4mElo7jx5jP27AAZ52wqgZTp75UTwuB4bNUQcnrbKT0FTqa9yyJoD7uKypdW8hhgcAJNUQ0ODiKZTGJ0dNTw+OjoKIaHhx1f+6UvfQmf//zn8eijj+LMM890fO7SpUsxODiIl19+2fLn69evx/j4OP3au3evj0/Dh3ZsBk4pqkLafsMOArwLFAS2EHBkcDjG2WrTbddnee6Ncdz3i1e5fIuirldwm9M8ImPrYLL1FNXG34/i/C8+ju2vHXF9bslDikoUW+bszWLP4DitHe1iyt4Ym+H24fKsKwvZ38tdV+aulbRaP8KuoiK/x01/Aykybh8ymQxWrFhhEAgTwfCqVatsX/eFL3wBd9xxBzZs2IBzzjnH9fe8/vrrOHz4MBYsWGD582w2i97eXsNXUOBlPLpp6sSKzrenPt1MvnhRq1s3kDODtwoCArpc8+iduhy8WYoOJ7B2dbn+/x55Dp/9t534z5cPuT6XV9CdjaCYG24aHC0gLzixZS18np/8bh92H57Gz54ZcX1umYP5Iwi7CSTPnCbsQLmmV84QOFWr5dpQjv/4iwfwjs8/hs//O5/EwGtlYHisZPukBE4pqtA0OD4OorJMvA248cYbcd999+GBBx7Azp07cd1116FYLOKqq64CAFxxxRVYv349ff7/+T//B5/61Kdw//33Y/HixRgZGcHIyAimpqYAAFNTU/joRz+K3/zmN9i9ezc2bdqEiy++GCeffDLWrFkT9MdxBe9m0JVxCHCogVR61s/aITKuN1T8j69vwTu/8LgrheppM9BExuHTzE4anOZ4FSu1Wa7RPKxCK5+lWm9g576m3mvvkWnX50e1VUOFl85POwWTJB1okaJqQ5frfWMzAIBXD025Ppc3FQh2442QBifPXLf5/nWuVmudVfi9Np///Tn3QBLsxuvmgxNBrRMA5BwOlJMcwWQrKarn3hjH4akyxzM9MjjHUIoqcA3OpZdeioMHD+KWW27ByMgIzjrrLGzYsIEKj/fs2YNEQp9kX/va11CpVPDf//t/N7zPrbfeik9/+tNIJpN45pln8MADD2BsbAwLFy7EhRdeiDvuuAPZbDboj+MKHvM5MDfFlIP41Umv0MqJcsNzI3hqzxgAYPfhIk4btme09BvHQ5l4hPQKXVogqarNz8K6SPNsBq1suq8cnKJjsX+85Pp8r54hUTJUhCFFZV+x1hUQW0YCnF2Hiq7P9SOcD21O8xiFMvfiTLVumL8kuLQKJNvB4BzSNtw3xmaw98g0Fg0UHJ/PW7EmKr3tdhB1NvpzCnBaY3B2HSriv371l8gkE/jxh9+ONx/X5/h8LwxO2OuHSIQiMl63bh3WrVtn+bPNmzcbvt+9e7fje+Xzefz85z9v6/W1E24dagnIAmRmcCq1Bn2PHgsGp1VmQVVVfP0Xr9DvD09VHJ9PTiBeTrtRYhbY026xUjMEOJTBsaCY2/FZyGkXAEY4Ahxei4GwNThVOqdb15U5+uD4ZBZq9QZGJ5rju/fINCq1hmOA4InOF9Vs06UtSj6dxEy1PotZcBpn0h27WldRb6hIulTbWOFIUV8vfv3KIVw6cILj8/mD9ua11BoqGg3VtRKoVXj1dnIKcJyM/vzO6V0aE1mpN/Cn//gbPPi/34Y/WGgf5PA2j4WAdKBIBJ6iOtbgncExBjhGbxYL8WuytVPYb149gmdeH6ffH3KhQCmDw1VxEl4VlaqqXKfdREKxLa0vktOuBatA3rPWUGfpHHixc78e4Owfn3F9flR7UfEIX8FqcDxaH7TKlo1OlmlfoYYK7DnizOJ40ZWF7e3ELX7NWG+8jo7RDPPjN3XCHoi2vOLuPeZ1TiOkwL1S4ysGcRLOOwaTRJzsU0owMaPvA5PlGr79K+eDf8lDFZWIzu2iIAOcNoO34qTLRmRMbpp8OjmrzBNt2Ny+t/U1w/eHOBkcnhQVOYWFsUDVGyqIpMZV78TocFjwsApoYax/v98bg+O1m3hoDA5nZaDdZtBoqDSYdHYy9rcZ7B8zBo+vHnQJcKp8uhAAyCQJ6xEd6wM4uEbTQNIyFejc5JcHhw0MzuFZujYzdGaBr0wcIY01b9Du3KrBPminVVQ+5/T4TNXwvdtB1BODI6uoJPyCV2RMq6hMm66TBw7aEOAQrcKCvqavkJuIjdygPDdOmCcD9uZ014ZYm/1NlpqLiFOKCj4/j6qq2Ll/kn6/f7zEvRm4bbyhN9vkZhWIyNg4p1lGx7lM3N/necMU4LjpcLxocMIWzvNuvHbVlE7tA5IJhR5C/DM4+npxYLKMV93GmtMJnf28YYw1Tbv6dJyv1RuU3XYKcPwyOCTAmduVAQAcna46Pl/64FhDBjhtBu9mYCcypu6YFjcNmBOl3+ibnDoWz+0CODQ4ZR8i4zBOYKylOy+zYN54STDZaxHgpBIKiAzAD7MwOlHGkWKFeY/GrFMZC0/N8rSfN1Rw+5G0At6S2oJdKlCbcwnFeh616s+yb8zIjrkyOD6sD8Ju1cDb2NQcqOipQOvPlmshHaiqKtXgLBlsrh/bdtn7Dqmqyp2iSiQUpLSbJQy9E3cgacPgGB2jHYz+fAYRZK1YrI3z2LTLOu1DgyPLxCU8g6d9ABxExk79TdCGyUnen9w47hocjcHx4voaIoOjKKALox3IZjCbwSEBzmwxt6IoLY010d+cNK8bA9opzKmSygsjxc6tcPQK5LTLN87mtAnr+GrV96flFJWmbzp+Th7gYnCiedqt1RtUS8TrhG6XorJbP1ppAjkxU0NNu8CzT+gHAByctF8/ag2Vfh5PrtFhMDhUv+dWDKIdREumdbqit3mx+lu12qqBBDgnzm1WqbkxOF40OGF7O4mEDHDaDK8MjjnAmXTI66INi8AkZXCaN86hIq8GJ1ongwrDKjg1ywMz1uYeSRPaImJl1IUWxa9Ef7NsYS+Ge5vpQCcdDste8PaiQtibgc8qKtdNt8V5Q9Ku7zxlEAD40yYR60XlJci1YxacdGVocawPF5vBTE82hfk9zTk95rDxsr+DS+9EqwODN8fjqVYDk76etDmI2q3TpJ1GqwEOYdonSlVHttYPg1MJsWWHKMgAp83gpfPtqqimXDQ4regvVFXVU1SDJEXFWUXlZTMIJUWlbVIu4wwOBqfHgsFBi8HkAa1sedGcAtU7OTE4ZIFKJRRLcTmLVEIBielCYXC4RcbWfdKKVBdivfi2WkX1hpaievtJzQDn0FQZEyX3jTdqvajYecZbsTZrrCvOG28rBnREYDzQnUFfvnnPOKVdvXS4hiGYDC9F5TanCbs7aZpPTl5lYBjvdjE4quo81l4YnLCtD0RCBjhtBm+ZuF2rhqmyxiq4MTg+FtzpSp1WHi1hUlRO4tcSdSKNFsVMFyiOG7rLRvxKFq3evNtp1/sixVYNDfcRBse+VNxLU1NFUUJ1fvVq9GceZ6cScTCne7+fhaSo3jTUg3k9TbPPXQ46nKiaopHfoShwDXJ16wPz+mEvMobBzdhHgKPp9eZ2cQY4DEvC42sTZnUP0fC5zWnC7paqDYMOS6+gsj4c5WwCUF4QdnmgK0P3Aqc0lV6gEK1iENGQAU6boVOffGkTM6tAFqggGBxyUyYTCo7rb+oVStWGY9sHTymqEAWZejm++8JJ2zWEyOCQTb4rm+RkcPhbYrR6bV7B3beHCl+Nfc6KFd60iY9AslyjaZKF/TmaDiTpFCt4cjIO0RSNV/gKQwsB43U5dW2Hwc3Yf4pqoCtLA5wJjgCHZ5wR+lg35xov0w6TDodXzO23LQYJHPvyafR3NcfaSWjsicGRAY6EX/CYz4HxqajUG4aJ5ioybuFEOcnkjbuyKXoKdBIa60Z/7lNFRJk4T0BQsGBwGg2VCgXtNDitnChJoFrIpDDc1wwmRybsAxwyznmOQBJtatnBC96gvcC4RLMnV7JYW4m50WKKirA3PdkUenJpysaxRmlmeOpFFSarUOdjFcBWrNlWUdmlqPwzOEc0BmeQN0XF2YeKIFxWkm+s08kEvScnmQDHTetEU4Etlon35dMYKLiXivvS4EiRsYRX8Bv9zW4ZACZF5Soy9rXpGhe/wZ7mjeNk9udHZByqj4UHDQ7LVE2WazRdZysybqF8eZo54S3ocxcZk42KN8ARkaJyG2u20o4d6/FpfbG2QiutGkiJ+EKNkSRBlLMGx/tptxqCLoRXzA2DPwu/eSVaFhlrGhzeFBWnBw4B9RwKNWh3H2uyPrBzyk1k3Mo6Xa3rrHpfPo1+GuC0h8E5lnpRyQCnzeDdDFLJBJ2MU+XZJwNbVqGFIIJoTsh7z+1q6hWchMZeTgZhioy90PldlMFhAhxtLDKphO0CnG3h8xANTiGTwhBHFdWMh0ASjPYoHLaM77Rr1xaDnkYLzqlAPymqA1qZ8vze5lymAU6bUie0NUqoaVd+VpL10VJVlZvBKbcgMp7bnfWkweFOUQmoWOMZayIXYNdpt3FmAxw3g08z2DHtyaUxp+CeovLjZCx9cCQ8w0vqxMrNeNLtZNDCImA+dQx2e2Fw+E+7Ydw4vMJXGDQ4s8fZLm0Chlr3s/FaaXAmy7VZVXMEJCBgm4E6IVxBpg+2jCnJZ+l2K7SSopo2VQ2RFNVkySFF5SVopwxOmMJ5d10ZTcUxrEKpqvvouDE4frQh5CDEpqhmqnXbtcivrixMDR/PtfXQSir+FFVWM2RVVVDvIF6MM/YVyYTCMDhtqqKSzTYl/IKq83mYBYtKKt6TgZ/NgHrseGBwoi4y9s/g2LsYE7QSTBYZDU5XNkXfy+4UVq7xB5IQVbHGI361MKCjGhy7AKcF4eu0KTBse4oqooGkFYPCBs8Fm/uVMjg+gvYjTIqqJ5eiVgV2LI4XrRNCTp3oTDtHMEm8cEqzx9punWaDVK+fx3wgmKMFOO1icGQVlYRveGFwrNo1uN04LWlwzAyOpsE57GD2562bePhpE57NgGx+LFPmZvKHljde3b2X/T12zAJlcHg1OBF0fYVNw013BodocLxvujM0Fdj8vVQvwSMy5prT4fWiosJXjjndn2/eu2wqjlZQZZK2Zdm6yNj75zlEy8SzSCQUGkyOz9gF7d5SVKEWKXi4tm4LzzLXg2gLzUNnBThaFdXRohOD470yUIqMJTzDSx7dql1DkEZ/Zn0PYXAO2jA4qqoyzTajVX7ohWLuIgZ0BpExCXDsU1R+GZxGQ6XMAkmPuQY4HjU4YTIL3rQh9gxOECkqMm5Ek0JYIi6jv4h1E/eSdiVjyToJu9keoIWS/EZDpSLXuVpq202H44UpAzO/whxrnjltde+6pahSyQTtQ+d1/ZgwVR3O4RAZlz00RSZrR72h0v53nQoZ4LQZXiohrNyMXVs1kGabLQU4zRuHLFR2KaqmQK75/+iV1HrYdLOzGRx9M3BIUflMB7Klu+Tv2GPjiGp+TaQZHA9s2bTFWLsxOLWG6rl5KPk9ZGHnExl7qDgJkcEpt5iiOqJtgHO03mdWyPpkcMZnqnQzJBuue4DDnzZByBq+socDUo9F2nOq7HwQRQufxy5F5RjgeGBwWHPUTk9TyQCnzah4oPPNGhxDFYRbFZWPIMIsYJ7XTTQ41jcOuwh6YXBCEWR6oJi7iAanbKXBcTrt+mMW2O7Z5PrcxK96S4wololr6UAPnkNWKSo7vRPLpHid19OmFBVhcHhExlwpKiFBu/vaYSXyPaqlmufYVKvBIDL2xuCQNHZvLkXvc9cAx4PwFQYGJ7ySfD6mfXbDzSnGBsIOfueO2VahX/t7OvvgeGdwIAMcCa8gmzthWpxAzP7IhjhTrdMqiB4bC3CyuNR9nHbN+h5y0rM7GZAFSlH4Tu9h5na9bAYFnxocvywJbdPAdM8mf087BodsONxVVEKM/ryzkrV6g/7fjsFh39erF06pag5wZlcXmeHltBtFx2ho89Ys8j3KweDoImN/aweb/qIBjs3G6yWQRIRT3FYpKlJEYNeqAS18HrOtAvl7jk1XbEvOvWhw2DWz03U4MsBpM7yUeppFxuSEkEwotowJO4G9Ts4pbdEn7JBuYOXCKqSSrh27EbK/gheKucC0ECA0+0SAegUSsBaY053bWBPGwyudH7WNd4CeNpubLft57aqoUskEUgl/Jm/TJnE2TSfM1Cw3A1ZX5q0xYXjjzHNdiYRCexTRAIeDwfHbbNMqAO+lDI71nPaidULoY80v6LZquOnWbBMtfJ7ZKao0veaijTOyFwZHUZRjRmgsA5w2QlVVnc7nOu0aRcaTTBWEXUCRaSF/Sk9hRBeinT4qtYblJk42As+sQsQ2XVYISLQuZtNDK/j9PNMMg0Ng5aXBwreTcZimihwb74AmXCclxWSx7sokHf9Wft2MZ5eJ6y1QrALtck3XlfHMa/KZGyo8M6Ze4aUyEMwJX2dwtAaNBQcNjs+0q9X8bLfIWAgryVNFZWH05+ZkjDYwOCSAzKeT9L2OWlS81hv6vsNdsXaMuBnLAKeNYG9ML2XiJMCZ4mAVUgmFUtNeJ+ekqUKL1flMWWy81APHqxOpD/dOr/BScZJN6RUNpIUC1eDYsApoRYNTsWdw3EXG0fPB8ZIOHNBKWomuy62CiiDr05/FXCbelUnRv7WV0JjVBvEEk2ywEbQ2xEu1GpgxJZ+TiIz7HQIc3wwOZRj1a3PX4HhMUUWw/QgsUlTlWp3er04avpZTVNr4KorCuBnPHmv2nokiAywSMsBpI9gF0I9ewc0DB4Re9JkKMouMkwkFXZnZjeQIPAtftZtGVRF4+aEXXYiiKJRNIRRvoAxO2YrBcRYZl72WiYvQK/CkqGwYHKdAEi30SCJVVPl0c3wTCcWy6oU+XxvnTDKBlAddGUIYay+bLiwCDGIEN+CgwfHL/FnZGPRTBqk9PjhhtnrxkuIm6yW5d0nwnkoojoE7raJqMUUFl0oqthjE81jLAEeCF+xk8eSDUzEFOA6bLlqgcq36XDmlTqj9t8dN18+1eYWXzsuwaNcwwVEm7luDQ9s06O9tlcdnMeNVZBzSAlVvqFT4zqXB0TZXc4DjxuD47UdFFveCQRtir3cizSl5xznFGOaV6/46Q/Oi6mHThUWAc0QzgnMSGfsNjK263XOnqGLOSpotHg5OkpYVWVtDRbQQREx4DHBoS4xkwvF6WOh7SLBzWjRkgNNGkJsmmVCQ5JhoXRlrkbETgwOfZn+qqjIMkX7jkGCKGN+x8NKHCiGXH3rxDIFhrEmKymimZQXfVVREZJyxSlG1WWQceCDJBO0cGy/xViLpEu4UlW8NzuyxdvLCMZeVu4EVZAadotL9hvg2qb48qa4xMjhOImO/c9oqAOf1weHuJp4Mz3Oo4kHQ3ctocFRVxSHNN2xeT9bxde0SGcMiHcnCSwUVvTY6D6TRnwQnvFD5YAKZaQ8pKvg8vbMVREYGx37jLRGjLs4FqhX3Tq/wSucPap4/5PTFY/SX9RlEOImM7cqXZyxOyE4Iq+LEoCvzwOCMTVdRqzcsT6NW8Kt3mrYIDJ0q1rw2NUWIgkzPIuNZDA4JcNqfotL1eB4CHI8bbzYVzpyGx75f5BDYUJspbp3BsR9n+Awm6w29UqrXYp22mtM6U8Y/p8MsUhAJGeC0ERUPtCcsRMaEVXANcHxsvIShURQzs+CeouJlcMAsGEGXinupggCAIa2j9+hECbV6g26MzkZ//lgFpzJxe6M/fwxO0ONcNaRd3ef1nEKGiuCPTle9MzgeUlT1hko/PzeDU/XG4IDtKB50MEk2XR8pqplKnY4FT4rKqxmnVWDY7iqqVlp2eIWXFHc+naSM/FSpxs3g+GHaWfF33mKdZiu5CLwGkpAiYwk/0Ct7+BZPs8h4/3gJADDU60J9+picbPqLLUHvoS6dFup8j5sue21BbwZe6fxhbUxHxkuGIIPHar09DA5fgBO1Vg1s0M7jhZRMKOjXNr4jxcosV1Y7+Glsym4GBWasnfpReW1qihD1Tq2IjElKMJNM0MIBK/id01YBOBnnUtXaZkL3wYnWnFZVlZnXfEUKbBUkYXBcU1Q+xpqd0yxb1u1QhennICoDHAnP0FNUfJsuYWqKlTpUVcUbYzMAgIX9ecfX+QpwTB44BI4pKo9VVGghreMVnhmc3iaDMzKhBzj5tJs3i3aibAODQzaDqXLNssJM1zhES5BZrXlLm4BJUx0ulmmQ0eegC4HPsWYberKLey9j9mf3mnzGmSVlQftRhRS0857EWV0G8UfpL6QdA1G/FZhWPjg92dluyiz8dhP3KjT3CkO1K+e1kbV6olSjzYlJ2tsOfkTGJbqHGAXDvQ7rtFetEwzrtBQZS3CCnsA4bxpi9FdvqChVG3jjaDPAOW6OS4DjY5Gy61JOAxwL6tPXySA0vYK30+6CvuaYjoyX6KbrpL9BGxgcNtXI/i4rmtmzyDikHLoXkz+CuUypuN6Hqv0pKpaNYTd1ve+XBYNDUlQRZHC8prhZBucoR4k42iAyZteCREJxTAeS9YN37oTNSsKDXpJNER2abI41r8jYD4NjrjxzPoj6lxJIBkeCG2Um+uZBdzZFJ+X+8RnK4BzHy+B40uBYC5idulzrlvbeU1SBL1IeGZzhPi1FxTA43N4sHk3RqNEfwxJkU7obqXmsG4yWJGo+OF7TJgAwp4tJUXnW4HhgcKqzK6jAMjgOZeKeNDghCbq9uKBjVoDTHOd+F6aMXTu8mHHa9Upz0uHMWKRqea7Nyxx4+cAkXj4wxf18zNKV8QY4TIqKaHBcGBw/96idFo9UvloZsvphcLwG7S+NTuLR50e43z8qkAFOG+F1gVIUBUsHuwEA2187Sk/+7imq5kT2cuPoLsbGBdBsYsXCT4rKy8mg0VDxk9/tw4GJEvf7E3jdeEmK6sBEmYoEeb1ZPDM41OjPvPFajzW7oEeuispj0A6T2R+/0Z93galdRRStOHEoE895qaLysVEVyzU0PJpdVrQDha8Ap8jJ4GjvrapAzcP12TGMTtU9RY/BZNbjujZTqeNP7vk13vcPv/L0tyH3M6+dB5jU/mSphkNeNTgeq11hwcbo49xmDQ6n9cG67z+Na/9pO3bun+D+HVFAKAHOPffcg8WLFyOXy2HlypXYtm2b4/N/+MMf4rTTTkMul8MZZ5yBf/u3fzP8XFVV3HLLLViwYAHy+TxWr16Nl156KeBP4Q6vrAIAnDS/GeD84qVDgJbXdQso/FDmRETsTYPTyo3jfm3/sXMUH/nB07jph7/jfn8Cr6mT+T05+rrfvHoYAHDyvG7H19BUoEcNzhTV4NixZcaxnmGFhZFlcPg2AgCYy5j98bdq8H56N7dpIOARGXtJUXllcHYfKmLVnZvwlz94mvt3wGMDSDBjOlOtY0Q7JDi1aYDpfvESHFsZ/cFl/aCBvktVqPnaeOfACyMTmCzXMFGqYdTDIUlvicE/p8nnPDhZpmz4YAABTtmiHB8u4+yLwfFwbfWGilcONlmy3++TAY4BDz30EG688UbceuuteOqpp7B8+XKsWbMGBw4csHz+r3/9a/zpn/4prr76ajz99NO45JJLcMkll+C5556jz/nCF76Au+++G/feey+2bt2Krq4urFmzBqWSdyagndArezwEOPO6AAC/fOkgwKG/AbMZVDzoFey63zqlqKzs2d3g5cbZdagIANjyymHbUlM7EPEr71hnUgkqCtz8YnOsT1vQ4/ga2h/JswZHb5rKwq4f1QyjVeA9UXrdDH750iFs2jnquQeRV60TGBbh0FSZLshBlImbO4kTOOlCZnyUiXsd6x88uQcTpRq27jrC/Tvgsb8atPlEpEevHW7eS06NNtGCGafdWmC3fqiqqjt6czM4XgOcSfp/TwGOj3WafM7d2pqVTSVmHRbN8KXBsekK7lQmHnQV1YHJEmX7SKATFwQe4Nx111245pprcNVVV2HZsmW49957USgUcP/991s+/ytf+QrWrl2Lj370ozj99NNxxx134C1veQv+/u//HtBunC9/+cv45Cc/iYsvvhhnnnkmvvOd72Dfvn145JFHgv44jvC6QAHASRqLQHLox/XnXF+T9XHj6Au78aZkXTrNIMwFb7NNeLypSbllraHiP7UAjxd+xK9Eh0O0TqcN9zo+n2XKvOgVihXrsbY7hbVUuswxznuPTOPP7t+Kqx/4Lc75zH/g357dz/17vLbEAONmvPvQNH2Mu1WDlyoqG12IU6sGP1VUXjaDWr2BHz/1BqDZ6ntJU3lttsmKfMlYu2lw/Jpx2tkY2M3pUrVBW3yYmUw76OPMF+S+wKRLiMUGD/ys08Qd+um9Y4CWnnKzTfBryAqHFBVxU2bRkgaHo4qKFL9ABjhGVCoVbN++HatXr9Z/YSKB1atXY8uWLZav2bJli+H5ALBmzRr6/F27dmFkZMTwnL6+PqxcudL2PcvlMiYmJgxfQaDsg/o8yZQmcRMYo+Xcrkm8xpWiCobBIVoYAHhspzWjZwevmwEADPcag8fTXRkc5rTrIZicthN0Z61Pu0GfwPYemQZZE6fKNfz4qde5f48Xx1cCwuC8dKB5wu7Lp103k0xS0194CdotxNxw6fulB5PeK054WjX850uHaOBeb6i2vkdW8FpFBSZw3E0YHBcNDnyKee1sDOzGmrA38JAO9Mp47PTL4PjQlb1t6VyAYZ3dSsTRog+Ondap3lAN9ggw+JUFs36QAyEAvHKwyP07ooBAA5xDhw6hXq9jaGjI8PjQ0BBGRqwV2SMjI47PJ/96ec8777wTfX199GvRokUtfS47+DkZLBnsAnsQ8BLgeFmg7FxFHZ2MbehSx2vzcGo5yAQ4j794wFMHcj808xAT4Czoy7nrFXzQ+Y2GqrvlzkoHWjMLXk3+4FHMfcTUoM9LOtDPOJNNlgQE73nzsOtr/ATtdiJjJwO6aZugiO/a3E+7P9puDB4PF8u2zzXDq80EmACHbHpObRoIWilfttt4zesH0d8UMknuBpCsDsuNMVVV1cDgjPhgcLyM8zmLBwwpKTeBMVo8iJrZGNZN2a5IwVerBo5re51hcF47XAyllUa7cExUUa1fvx7j4+P0a+/evYH8nj9Y2Id1f3Qy1nIs6AT5TNIQ1Bw3p+D6mtaoT+sFysqAzo4udbw2D07G5KQLLUW3Y+9R7t+jB5P8p90FfXqAc9qwM3sDUzDIG0yWanXKlnTNSlE5i4yDMlQk6U+yQHsJcPTNwIvI2Lj4//cVx7u+hrAWXhbPaZvAkGXOZm28PnpRZTgZnEZDxcado4bXkP5QPPCqK4NFSsqpTQNBK8Ekb4BjZZXghqzG4vFUeO0fLxkOCvs9MDhe7Tygjdkfvmke/T64AMeajWHdlKfKNgywn1YNHKwky+BU6yr2Hpl2fH6UEGiAMzg4iGQyidHRUcPjo6OjGB62DgKGh4cdn0/+9fKe2WwWvb29hq8gcNaifvzNmlPxJ2e7L+gs2DRVcAwOORkY/+TsZsDSyjCYTgUjyDw01Vz8T9YqyX7zKr8os0oXKf5rYxmc0xa4zwFFUTwHk0Xt5Koo9nn0WSJjP5uuh55CpIR48WBT0O6JwfGxGRAfHABYPLeAFSfOcX2Nn1JsuyqqZEKhwZxZaFzyIzKmxprODM5kqUav/5Sh5pw+7CXA8cEA/+m5J9AgJ5NM8K0fPiwG7KuorFNUVGif9RC0p/kPFOZy5VFPDI53d24AePdp8+n/eVJU6TaKjGFyU2bhi8HxcL/tYwIcxCxNFWiAk8lksGLFCmzatIk+1mg0sGnTJqxatcryNatWrTI8HwA2btxIn79kyRIMDw8bnjMxMYGtW7favmfUYQhwOKqo2pnbzaWTdMGbLRS0Lll0vDbOm7pab9DT7fLj+wEAY9P8m0HFB7Mw7JHBgY/KDr2CKjVLhKiXL9swOH7KPLkYnOa4nji3yQ56Y3C8bwbZVJIuxv99xfFcPaz8mOk5sTF2Y+2HwdGrFp2vjYxrPp2kei8vDI6firX3nrEAT/5/q/G9v1iJh/732wJhFuoNvXeTbcWamcGhKSoPqUAPKWFSQbVoQHMo96PB8RBIAsD5p86jcgKecfbXbNOeNbdjgKc9uqDDY5qSiIxJ9/Q4CY0DT1HdeOONuO+++/DAAw9g586duO6661AsFnHVVVcBAK644gqsX7+ePv+v/uqvsGHDBvzt3/4tXnjhBXz605/Gb3/7W6xbtw7QTtU33HADPvOZz+AnP/kJnn32WVxxxRVYuHAhLrnkkqA/TiBYqpWKd2dTtKrJCb78FRz6wtgxC62kqNyu7bDG3iQTCl2keAWZqqp69gyBSWR8OgeDAx9jTT1wLDZQu3EmlUN+0yZulTqEwVmiMTh2zRGtQM3nPG4Gf/imQczryeID5/Dp3VoRvhbSs+8Zu7G2Ky13Am+QS/tu5dNUh+QpwPFRpAAtIHrHyYM4+wR3pgw+5rRdh2s4aXA8lohDqwojn91tfhIG5/w3NVmVAxNl7oo1P3YeADC3O4u3LWmKjd08tOCTKbPzwYHDnKZ9Bjn2DnptnLoytkfieScPAgBe8egcLRL8I+ITl156KQ4ePIhbbrkFIyMjOOuss7BhwwYqEt6zZw8SCX2ivf3tb8f3v/99fPKTn8QnPvEJnHLKKXjkkUfw5je/mT7nYx/7GIrFIq699lqMjY3hvPPOw4YNG5DLuZdYRxFnHt8HAHjTUDfXadefBsc+yu/JpXC4WJllA172ITLmFb+SCqq5XRkqlLTqh2UF9tThZeM9fk4BPdkUsukE3ezd4HUzsOpDRWDnZGzVyJD3uqCNRy5h/1qiwVk0pwBFaWocxmeqmN/j/vv8BJIA8A+Xr0C13uBmI/wwOHYpKrAMzoz1WHvShnC6LLOmhgPaaZcE8jzwu/F6BQ0mOceaNaKcXaRgt+kSob23LSaTTKBar7vebyRNct4pg/ju1tdQqTdwZLrClTryy+AAwFf+9Cw8v28Cq06a6/rcdrZqAKOhM6/T5Hs3Xx7DtXGu02PTVbqmvfOUeXhkx75YMTiBBzgAsG7dOsrAmLF58+ZZj33gAx/ABz7wAdv3UxQFt99+O26//fa2XqconHl8Px74X+dS0z83+KE+nRgcu1LxVrqJu21UBxm7c6dKLisYugF72AzymSR+9pF3IplUuDderwZ0Vp3ECez0Cn5Exuz1V+oNx9eyjRh7c2mMz1QxPl2l7s5O8FO6bHWNbvCzGRCWwKrtgp46sdY7edHg8M4BvS1FinFz9lJF5U8b4hVeD0i6wDgx6wDWY2OqSP423R40ONDmQbHiHuCMa3N6qDeHuV1ZHJoqY2S8xBfgtDCn5/fkMP9UvoO0H1bSOUVlvU6TOW5upMxzbW4pKsLeDHZnsWxhk/WWGhwJz3jXm+bheI4KKvjU4JQdTwbWm0GQ/iykRHywO0vZjikL3xIrsO/tdTM4YW6BS4hJ4HXjdTLt0x12rY3+/HRt57k2EuDMYdgyXh2OH+GrH/iZ09MObRd6LfpRNRoq4+fiXYPjhcEh5dpHpn2U5Ac81l47STvZGPTaGND50eDAA1tGG+bmUtTAk9cLpxUGxwvaLTK2OyBN2fhuOUEvUnBO65ES8ePm5GmKf3ymilpMSsVlgBNDtKTB4TwZ1OoNWqoZhMiYZXDsUjd2IJuul2Z5fuG1CaRTV3ASXIzNGNMWfnxwWL2CG1t2tNhcEOcU0r4DnLBYBbcFl4VTRZRVP6oSw8B40+B4S1H15tPUzZmXwWnqykIaaw9WDnBJoZJNt6HqDt7wqcEBJ+tRb6g0nd2TS2O4t3lg4XUzDnuc/aSorCqi6DptSuX70uCQykBOBuf4/ryhpxgJYKMOGeDEENT11U9u11K8NrvPSYl5bz9Oxm6bQSspKj+ly37hlWa2M1QEE+CYRb4lH6wCOFMNlVqD/l0HfDA4YY11KwyOZRUVZXBqs54PvyJjlzYSBg0O6ajOqcGpNVTqnxT0WHtNcdO0icU459IJpKgBnT6nij41ODzpQHad6okwg9NKOb6Vp42VlEBVVarB6c46t+kwXBvnHCAVVAv7c8ikEvQzTVX41mrRkAFODOFVJAhuBoc57ToIC53gVWQ82J2lN65VPywrtJJD9wqvGhynvjBsc0Q2wPCjwQHnIkVK7xNKM0XmncEJRxfiNW0Ct3Rgfjadz6YCed11YUhR8Wlw+vJpqsE5XKxw9TGrGoTzwc5rr8Gkk40Ba0DHbrytMjhO84D8TTPJBHJMST6vm3FYYm5/ZeLeUlTlms60+9LguMxpIiUgHmLE16jIuVaLhgxwYoiWbhzH8kN90pLNIJPythnw0t9GBsfeTdkK+gnM2+LpB15p5jK1Wp99a7HNEScMAY61xwjvtTmxS6SCqr+QQSKhoK/gkcEJS4PjQ68wbdPUFDb+LH4qqOC3ikoLcMq1xqzeQVZgU3NRFRnbMYxWG69ul+CxiopjTlP9jdZUdbjPmxdOaAyOn3XaIcVtlcon/1cU/p5f8KAPIrpIcmAgaSrew6hoyAAnhvDadRc+NDhEu0A2Cu/XxicyntedNeSOeW4c/QQWPIPjdeOlKSobwbAVg2Jng+96bRwnceLDQtxuPTM4Pppt+gFpueGpTNwhtddjITL244EDLz44TIBTyCTp63i8cMjfUFFAUz5BwWva1U0jZtVjzckuwQk8hzeyTpHAipjuHeJMB1bCqlZroRjEaqy7LYILKjDOpLyxkpzrtFnATP6VDI5EYPB641TrDcqMWDE4Vpuefhr1uUC5XNshyuBkkE3pbso8AU5YJzD4YXAcUlSwGWsSFJk7NbuBJ61DUlQDWlWPZw1OSOlAP7oyLh+cEhvgNOeWZ60T1eDwp6gURTGkqdzACl95vLBagd8qKrsA3OqA5GSX4ATCyjpdGwkkye8lpejTnLqQsCoD2S70vCaETpWrVlpF6oHjIT0FA9PufF2TJWOA0yUDHImg4ZViZk9qVswC6ap9lGmVwJ5G231tpWqdnvbmdTdzu3aGYVbwY2nvF16Fgk5+Q3BhcDynqDiujXQS7zcFOGbfEjuEXSbOO861esO2fQBsSvL99KECE6zytmogYzzgoZJKhHDeaxWVnY2BVYqKMDhdntOBHCmqsjHAIWkw3sqeSmispP7+1YZHQbdTFRUzzmQsvOhv4GEPoQxOzhjgTMkqKomg4L0KwlkwTDw7xqatGBxvAQ7P6ZCcaNNJhebRqQ6Ho5Iq0gwOKfN0C3CmWQ2OvxQVKSV1qu4hf9M5phTVGKc/S6UWlsiYpKj4TrvTzJy27kVF0ibhpahmBTikkqroPtbVEIXznr2dOFNUBgaHdhP3KzK230BpikqrGiK/Y8Yjg+OleMIPvHhVEeg+OPZSggkLDY7XVCDvHCBMTU/WyJZJBkciMPhNm2RS1vQ32fxYrYDfAEdPn9lvUpMlI5UPBzdlK4RV2QODGI+PYnbr7NtLGZzZ4lfPAQ7Hxkv+pkT06tvoL8TTLk/qlbBeCcV6oyIMznSlTk3J/DTaBGcVVaOhzmI9vbgZhyXmBoCsR11ZyWXceq0YHO2E3+W7TJxfZEwYnOlqnSs49tvzyyt8BTj0gGRvyFqp6TYTtETcr1ay3rCt8lNVdTaDk5EiY4mA4VWDo1dQWf+5SfpiolSlWp2WAxwnHwvtpmQXPzs3ZStEmsHhTFGxZn8ln8wCCYhKDtqQozYpKs9GfyHpFcCZOmHTelZBO6tJIBuinzYNYKuoHJiyYqUGsrf2UgbHiwYnvKDdc7PNmnOVn1V1j18Gh4ed1jU4pLKn+TtU1WjmaIewUtysGSfPWq2qqmOKik1DkTV0ysSw8MLc6sUK5VqDzssuqcGRCAteOkmDLV22WaBIhQ1pwoi2MDj2NzS5KbuY/HyPBy+csFgF+GgC6WT0B5sAg24gPjcDxzJxyuD4q6LStSHROu06OUYDQCqZoJsrCZr1FFX7WQUynplUgl4TCXCOehAZh6nB8Vombrd+mMWvqqrSDdArg0Mddp0CHJOwNpdKUn8pHh1OmAckL4Ju9jNbpaiSCYX6Ck2aAhy/1WpO18auxV0ZWUUlERK80vlOeV1oNyFZLMiJn6RQegMQGZtpT3hMUYVJ5/v3wXGuoiKnUFVVKbXvdTPgY3B0Hxwwf89yreH4OoKwbO0TCYWWR7tVdoAjkISF0HjGt8hYD9rtDhRWBwKyGRU5fHDCEr6yv8NrN3F3DU5zDMq1BmWzPKeotN/htK6R30MCq0RCoR4wPJVUYc1peBR0s/ejXeA+h6Q9tXWaanB8iozhcL9Rpj2TpC1xpMhYInCwGzuPl4XbpguD0JgEOK2mqBzofItTh1Ue3w5h5dDBMBeeq6g4fXAmSjW6wBDNBi+4GJxpowanJ6u7KfNUUhHtUdSCSTetEyyExjN+0ybM77DbeK3uF6INmeEJcGgqMDyRcZWXwaEBjnMVFWFW2NO938pAHh+cXmZTzxMdjoexDlpkDE5GioCkp5IJxTb4mqt1Syc2G1OkispjIMkeKNwYHMNBVIqMJYKGVzrfjcEBIzQmjRl9BzhM+swOJPpnb0ovVVR66XIEnYw9pqgOa4aH3dmUZ5Ex+Xs6MjhaeoT8fVk3ZZ40VZinXS/dl50cownMrtHTPg0V2d9hp8OxslUgKUcuViHMMvE2i4zNVVRstZrXZrg8rVHMDA4YHQ7fWEdT7+SmlQSAQZOuy68PDs+1WaW/aEm+7EUlERQURfG0SPEwOGYvHN8+OBw3tJXImNxEXCmqUBkcb5uBm9Ffv6lVgrnKyQvI77ATVrJVEOxm4EWHE2bqxBuDw5Giyhu1IX5FxqmEArJPl+vWY23N4JDyZZ5UYDQ3XRgOSHwpKrL5dXk0+WOvjUeDwzI4XrxwyhHVO7mNM7TefWAORn41OIZrs5nTVhVaslWDRCjwsxlwMTjmFFWh/eWHZAHsZhZAKlSMmsi4jb2oYBFcEHv5ud3eAxzy97RjFWaqdUsthDnIckKo4lcvQbtLIAm2ozhJUfnU4CiK4lpJZRXg6AwOT9pE7/0WNLz6aLm1EukxMWW0k7hHkz9wl4lbMDg+2LKgKwPhcU47VVARkHWCrBt+NTjgSJ/pwZN+PSSQmpYaHIkg4WWR8sbgVKGqastGf3C4qfUbR39vT07GYZaJt7kXFWEVStWmyJcwOF71N2DabtjR+ewpi23E54XBqYrQhnAFOM7jDIuNV/fB8bHxpp03A8sAJ80f4AhJm3CLjJ3LxEnAPFmuoVpv6G0aPAaS4GzVMGmRlilk+RmcigAGx4vI2GlOUw1OGxgctwqvSYv3JqycZHAkAoU/6tOJwdFFxsVKnfrheA1wuMoPS7MpbG9VVOFvBt5bNdicdk0iX0I1z9Vcb70g68LgkMW+K5M0NOLr9ZGiCpXB8RS0O6WojM6vrWy8btoQMpa9ViJjjmq1sHp+oYVeVHYanIFCBplkAqoKHJgsUxalpbSJzbXV6np3dsNYk2DSQ2VgJoyg3cNY6xocpxQVYXCa64ZVsMcLt0Ny0eIgSsvEpQZHIki45U9Z8DA4xCflaLFKF+t0UvFdBQEHobF1FRV/blcIg9Mmoz+zyJeIBQd8paicNTh2XiRdHlInobpGp/hN0fhSVEYGZ2SiBAAY6vURTFK2zI7BaY61lQbHS+lyKMJ5ryJjl403kVAw1Ncc05HxGT1F5SPAcQsk2QOQkcHRxtrL+pEMr0jBSxWV00FU1+BoImMLjZ3Xa3MrE2fHWRr9SYQC/RTm7hni1KGWgBUZkz5JbCsFXrDlh7aLlEX5oVWnXDuIqezhbNXgYLVOwKaIWklRkc2gZMPg2NHXJGj1Ur4ctWDSi8iYOHSPjDcDnIX9ec/XRjdeHxqcUtXeP4cgFr2oHLrdD/c2m+buHy/RgK7LV4rKJW2irQ+5dMJw/3fR6h4P3k4hpl29aSXdNTjmKqpARMaWKarm/6t11bHSLSqQAU5M0W5BJttwk9LtPk4FYG5Q+9SJUxVV1VacTFBxYUnaCd+tGhyCSTbAOaz1KfInMnbW4NgxODlS3eNC59cbKk1VhhlMcmlwqu7jzBr9HZoqo9ZQkUwomN+T83xtGRdmYYLeM2xlj36/uY21iG7i7eiPRDDc1wwaR8ZLNMgIQmQ8YSEwhkcGpxziWHuxPihx9KQjDM7R6QqmKzX6vq2IjN2CSXb9YINW3u7tIiEDnJiCVADwmHXxiNeIUPDIdMVST+AF5Aa1W9TNHWrB0KDNk4HzZwrztOtl063VG6hpAYFT8GUIcEgVlR8NDieDYy7XLaT5tCHsZ44as8ATtBO9wv6JGbwxNgNoTINXbxZwbLxWaVc2peOWDgxTV8Y6M7tBVVWuoH1BXzNoHBkv0SCjlTJxt023N2dOu/pgcMLU8LUpRTWnkEFCabbV2XNkmj7e5SOYdEufURNBZqxTyQS9vjikqWSAE1N46QjMxeB06SJjvx44BG4GdFMWzEJXRhffuqWpoupjwf4teFNUh1vxwXFlcGYbKoJJNbilqNjPE7XyZZ4U1ZJ5XQCA14/O4LXDRQDAwn7v7A04NDhWbFkioXCnA0PddJPulUr6dakghKojg0NSVBMlauQZBINjVSIOg+cQvwYnDAbYyzrNIzJOJhS6Vuw+1Axw2FYKXuAmNifrh7mRZ3eMvHBkgBNT+HLI5PDBqdZV7Btvnnb9BzjODI5VbjeRUNCd4btxRPhYeEmbwCUgIMzY2HSVOg0T6tkLyEJox+DYpajynC0E2LkVtcambmJuAJjXnUVPNgVVBba8chgAsKDPu/4Ghoo1m2BSG0vzWFOhcZVvTofSADLlbNHPwhi08zE4e440g8nhFsTcdtdmbrRJUOBkcOoNlXpDRc1UseTSFJmAsL27taDdT3rKcG0295tVmThiJjSWAU5MQVIG7WJw8ukknfCvHW6eDPwGOHkHDU6t3qA3svnG4fXCEeFj4SVtkk4qjicqMq57j07TlNacLu9jrXuz8AeSYEXGHnQhXsXmfuCl4qTMsRkoikJZnF++dAjwKTCGC7PAds+ezZbxVazphorhlS7XGqqr+JkN6JzutyEmwPn9vgkAwLKFfd6vzW3TLVnrA3lbNRiC9ohp+HjsPMDo9Qgr6UdgDI702VRpdooKTDpMMjgSgaHdDI6iKBjQhMbkZNBqispqA2WFaebTbjdnP6pqmJU9vtImzicwcrL97e6jgBbYub3GCrwMjt8qqjDL8WFgcNrTTRwAlgw2A5x9WgXVcQGkqMo1XXs1S+/E2a6hIkAXAo4DEivITTgE7YTB2T8+Q8f6tAU9nq9Nr1ZzLhMnHkcEvK0aKgZdWXisJE/ndh6RMRi2d9chwuD4W6fd0md2ByTqhSNFxhJBgcfxk4CHwQEjNG6VwaH+LBaL1JR2wsokE7M2zjynMRpxfQ0nbeKHKXO+rnOXzAWgiwT9lIiDYXDstE56TyDrtIkrgxNiIAmfbJnbWC8d7DZ87ztF5VBFxVL1Zt0Jb5drYvcQStrVR4DjNs7zurNIKKDpn0UDeV9VmLwMjlmDw9uqQZRwvspl56GJjF3WacLgEA2OWSPj9drcDFlnp6ji01FcBjgxBbk5vViAu1GfpFSceLO0HuDMvrYph94peQfmh0VZwGnXqbcWvS4Od10AOG24h2qewNive4VeJm53ArPWhbhppAjCLF1mf483DY7zZkBSVAS+U1QOrtHkJGvVPZs67HJuvOGIjJkAxyWY5GXxUsmEofz+9OFeX9dG/p7VunX6bNJm0+VNBYaedqUsCY8hK986TRgcYlx5/Bx/c9opwGk0VKpnmpWikiJjiaDhreKEbzOYbxIF+i0Td9J42JUuw0PqJExBJlmgVBXUE8YOen8k53FOJBS8belc+r2fCiqY5oDVZqCnqIzXk+dMm5RDTlF56ZHE04sKAJYOmgOc9qeorKoCCXhTVGGmXRVF4TZV5E0FAsBwnz62yxb6C3Dc2CW7tAkZe26tUwRZSaLBsWuJQTBo8sz64NtO9HVtTukzthWDfYpKBjgSAcGfgZTzn/uady41VCcEUSZOK3ssSkh159d46xV4NoO3n6QHOOYFixdsrt5pM/Cdogo7wGlzLyowGhxon9vvnHZMUVWsA0lEVGQMNvXqGuDwVfaAKRUHgGULfAY4zD1tzZZZBzhkTrttuuTzhpGegseDKHeKivHMOu/kQbz5OO9ibrgEX2TtSCeVWfcYZXBi0I9KBjgxhRcn4wong/Pm4/rw4LVvQ3c2hWRCMWwOXpB30uDQ3imzAxze1EmYzfLYIMotj+7ltLvqpNYZnBzzexyDSRuRsWvFSYjVavAYtPNuvF3ZFO09tbA/7zst4VS+zMXguKVda+EF7fDQRNaLZwzL4JzuM8BJJxXqh1W2SOsUbdKuXdqBqVxroObwmcLWlfk5iLqxkqzr+f9+11Lf1+aUEmb1N+Z7RpaJazhy5Aguv/xy9Pb2or+/H1dffTWmpqYcn/+Xf/mXOPXUU5HP53HCCSfgIx/5CMbHxw3PUxRl1teDDz4Y5EeJHNpdRUXwBwv78Kub341NN77LsGB5gaPI2GEz0FNUnLqAEJrlpRLOCy4LnqamBCfN68a8nubG68fFGJrugWg+rPRObqXLbj2SQmdw2mz0R0CExgt8zmcYSvLtx9k6wCGpk+hocOChJJ+MM88cIOPbk0v51oW4pc/sUtxsWsepo3hFUCDppWeg2/px6nAPTpxbwB+dOg/nnTzo+9r0IoXZ4zzpMKe7qcg4+lVU/uTXnLj88suxf/9+bNy4EdVqFVdddRWuvfZafP/737d8/r59+7Bv3z586UtfwrJly/Daa6/hQx/6EPbt24cf/ehHhud+61vfwtq1a+n3/f39QX6UyMGfKRpfQNCXT/um8uHCxDg1h+P1ZwmzWZ6iKEgnE6jUGq7lyzyW9uz7XnTGAjywZTfOON4fxQyNxSlW6papEyoyNlf2MKxHudawzfmHXybOL5z3MqeXzOvCllcPY6HPCiq4+ODYBZLwlKLSKgMjpnfiTQUCwIlzm4zv8uP7WxLwZlMJlGsN67GuWI91NtUM9usNFTOVum0FFx3nkIXzXlhJt4NoIZPC5r85H6qKlsa54LDeOs3pOImMAwtwdu7ciQ0bNuDJJ5/EOeecAwD46le/ive+97340pe+hIULF856zZvf/Gb83//7f+n3J510Ej772c/igx/8IGq1GlIp/XL7+/sxPDwc1OVHHkExOO2AUxUVz2bgpsEJs1keNL+ISq3RVkEmANzyX5fhIxec4jtFBS1FU6zUPY01q92ZrtTsA5y6t8/TKjwJ5z1svO87+zg8vWcMF589e83hvzZiXsmfNgG7iXBrcKKld/ISSF5w+nzcccmb8Q4m/err2lJJADXLa7NjyxRFQSGTxGSp5pg6EcdKurMdXq6tmblo7dqcig2mbByjwfb9ikGAE9hfecuWLejv76fBDQCsXr0aiUQCW7du5X6f8fFx9Pb2GoIbALj++usxODiIc889F/fff79jCW+5XMbExIThK+4IooqqXXAq956y8WYBy/xEqG8PPOgVvI5zgukr4xc5G/FrvaHS8TfT+cmELhx0YsvCLhP3xkryB+3nLB7Av//VO/H2k/zT+U4pHV04719kHH7qhM9Hy8umm04m8GdvOxFL53W7PtcJTmyZXRUVmI3XaaxFrR2RXKcd0qd2bRrgQVcWBQTG4IyMjGD+/PnGX5ZKYWBgACMjI1zvcejQIdxxxx249tprDY/ffvvtePe7341CoYBHH30UH/7whzE1NYWPfOQjlu9z55134rbbbmvh00QPvK6vbIfrsBkcq9NuO1JUYTbLA0dTOgIvrEK7YMeWsWWelnqnTBLlWsORLRN12uVq1RDyZuBUReUUtBd4jf7oxhtOdU+Gu4oqXBYPDoc3ts2L5VhzGNCFbn3gKUUV7ljrKSonv7LZqT5em4kowPNI3nzzzZYiX/brhRdeaPnCJiYmcNFFF2HZsmX49Kc/bfjZpz71KbzjHe/A2WefjY9//OP42Mc+hi9+8Yu277V+/XqMj4/Tr71797Z8faLBLxLUfx7eycBfbtfpdQRhN8uDD0EmjwanXcjYbLxknFOJ2WWeMFRS2Y+1KB+cdjXbbCd4NDjOVVSc5csRG+uwxxkOrAfbSNPKR6vAwZZVww4kPTA4YR/cnDqw23lowaVKNmrwzODcdNNNuPLKKx2fs3TpUgwPD+PAgQOGx2u1Go4cOeKqnZmcnMTatWvR09ODhx9+GOm0s+B15cqVuOOOO1Aul5HNzq5IyWazlo/HGbwnA3YShrcZODgZO+gVeG6csJvlwYP4NWxWAU4MDjPOVkJEnlOYsDJxl82gVm9Q08XQGByHBrJkrFvxwQl7c+MWGQuY03ZsWdHgzWIV4LizZTorGc7n0QNJnv5q4Y51zmFuOqUCee08ogDPAc68efMwb9481+etWrUKY2Nj2L59O1asWAEAeOyxx9BoNLBy5Urb101MTGDNmjXIZrP4yU9+glzOvbRzx44dmDNnTscFMU4gJz27TrAEvM3y2glH8VrZukMtmBvHcYEKuVkePOgVRJx2ye8yB4VOTBk404HCBJmcmy5CZMscU1RtcDIOe3MjQSsvAxzWHIATg+MwzmA0UEWHkvywDRU9mVd6qMJsBwoORR26Bmc2ueBURBI1BKbBOf3007F27Vpcc801uPfee1GtVrFu3TpcdtlltILqjTfewAUXXIDvfOc7OPfcczExMYELL7wQ09PT+O53v2sQBM+bNw/JZBL/+q//itHRUbztbW9DLpfDxo0b8bnPfQ5/8zd/E9RHiSS8Mjhhpk2I8LVk2ZjQ/bTryCrU2AAnXL2CK4NTDTeHDod+VEUbvxACno1XlJOxu6Eiw+KFVUnns0zcq2t06AxOJDU41nOaerNYuKADQIG0a3CqohLUqsEtkGRZybDmdCFtz3g59gyUIuMmvve972HdunW44IILkEgk8P73vx933303/Xm1WsWLL76I6elmV9SnnnqKVlidfPLJhvfatWsXFi9ejHQ6jXvuuQd//dd/DVVVcfLJJ+Ouu+7CNddcE+RHiRyIi287yzzbBVru7Uh9WojXOFJUbDltGM3y4GkzICew8Ol885g5sQrgpJmjy+Bo5nMhspJOvagc2484bCIswg4kuFnJarisAjgYHDtWUmdwomP0p6dd+UTmCHGscxm9klJVVcN6Sh3nHaQElVozKDM3mI0SAg1wBgYGbE39AGDx4sWG8u7zzz/ftWPz2rVrDQZ/xyqIi68bqxC2Bw5YCtODEykimjaBB7v1UpQYHBtDNAIekTH5vNmIaXBKAqrV9G7i7U9R1eoNKpwPW1fmNqd1HVZ4QbuePrNOu9qzku6u0WHryrK8QXs1fFaSjJeqNtcP1h+LHkStGBzmeaVq3fYQFQWEt0JItBWeWYUQNwOnruDUQMqKwWFOFHYIuwoCER9ru8amdi7GBE75dwJhzTY5GZwwWQXnFJW13xAMlT0128Mb+3nDGmteHy0RDI5dWs+pQAGGhpsO64eW/gy/Ws354E7mQDKhIBVSgJM3GH6axrpkH7Sz61vU01QywIkpeE9gQqogyKZbqxsW9Wq9QW8Ix2abPJU9Ahgc7lYNoVacuGlwbBicKGpwUrxaJ7HjbA5Uig4+OGScG6q9DkPE6d2p0SILERoc4mczVbZmcKzWDjAbtpUQnIC4c4c9zvWGSjU2VhDhoZVMKPTeNrNeTlVUiYRCD1ZR98KRAU5Mwc0qCBAZk4VGNS3qrAGXU5l4uWbfBDLsHDo82K2LYBZyNqkTJx8LsBVrDiewcujtAyJcrcb8TdlDhaqqLiJj/TG7zUDE6Z13/agICNq7bMTCUy4iY56gXVTPL7iMtYhAEg4p1CnOYDLqXjgywIkpuHO7QtImTDNH5nQ6qdGe2VTCcoFheyJZVWBBwAIFRoPiyuCI0IakrBcaN5GxtyqqcD1DeCt7Qp0DNhtVqarrZ6zG2nBKttkMRMwbr0ahYY51F+l1ZGIV3FhJT8L5kHVlcA1wwg8k4dBw08lxHjHywpEBTkxB0yYRrKJKJxNIacp69gaYpA3crI0bc8w12p52Q16g4EFkLKKKijI4XlNUHkwVwxa+1hqqLYMHgy4kfOErTGPNdlQu2FyPrkmzFr/StEmYAQ5hyyKYoiJz1qyl4fd2sv9MekuMcOc0AJTr0XENJ7AyoizX6nScrETGMKwf0fbCkQFOTMFbUiui6ggGMyj9xnGjPQ25XZuNN+xmefDTqiECDI7uN2RH53txfRVA5zvMaxGspKIolkJjttGmXcm6WwsBEVVhac82E2EyOLowm4WbyNjJnoKgGvKcVhSFS2gsKkVlldZjA8sum3SgZHAkAkWGSZs4nnYF3Th6qTgb4Gguxg5lhW7MgoiTDm+XazGtGqyDL7cUFVdJvqBWDXAZa1Fzmga6FkG7U6msW7sGEcJ5XofdigBWkhj2TZWtU1R2ujIvczrMKswsx1jr4xyyBkfzaWLHjKSnCpmkrcdNXBpuygAnpmDLHKuN6OV2rVT2eorKPcCZqVh/pkiXiQvxZ7EOCCdLzWDSViSYsS4vZxG6u27E9QpWFWtuaRNw6J3EVIV5C9rDTAmTAMYcEDpVqyGi5pXgXD9EjDNsgu/JNhxEowIZ4MQUvJuBqJOBVb+SSRfhGpgGcHaLVNjCV3hp1VAL31RRdzI2XtuENta9NnonHofdsDeDREKh2i1HOl9AZSBsvHDIpluwYRXgYokPAUwZ/LRqCNUHx5rBcXfnjl7QDo8BTthBu5U+zKlNA4FMUUkEioyBzndPUYV+MnDU4Nh3h3ejmcNulgdfRn9hpqisvT8mZpqnsN58Cz44IlInnjaDsIP22aykm6EiDKdka5GxiIDNq4YvzLHupmXiHkXGHOaVZO7kQky56UUKHIFX2CkqiwMlCdqt2jQQyBSVRKBgT7uOm4EAJ1LYnKbc0iZwcUGGYKO/KJbk2zE4k64MTvRKamHYeN03qbBPu93aWLLMgpcUld3GK4TBSdr31mIhYk5TR+JZZeIuImMOo1AR+i09aI/gQdQqRcXB4ORdikGiAhngxBhRpj6tKEw3bwVwnMLEGv3ZjzPbDVg0g1Op6Y7RdgEOjw+OSEE3z2YQNoNDTrQkUAdHOT44gkkx/dU4q6gE6IP0MnFje4spDyJju7YYItZDnhYkIqwPYBMUuhkqwqZKNoqQAU6MwcMsiKCY4aLBcWJw3HK7Ik67PFVU7ElYRI8k4zjrG7DdKYxPkCnCn8XLZhBygJMjAQ7L4DizCmB1ZTbCeSGbrlcNjgAfHLa9BesYbavBYdpi2M0fkaaKUUy7WlkY8GhwpMhYInDw3TiC/BUsNtBJhw61s15nwyyE3SwPHhcohBx8WXUTZ8XcdmWeXE7GAsWvPMFk2KwkCXDYFJVufWB/LbwMjohN12mc2S7nYY41a5hIxrpca6CmXYxbigoASrbBpEC9E0cxSPhGfxZl4mV3DY4UGUsEDq7TrmBBZslrisqVwQk/V62X1PLl0O0M34IADXCY8ZrQGJxejkCyUm+gZjN/hGy8HJ4hwlJUWrpvgmHIxjUxd38hY/s6d28nEQaR/GsHQt54EwlFZxY0hszQx84mdcI6qNu1ehGbooqWNgg2B50pnoOoCysZFcgAJ8aI8mnXalEn/gp2uhBwqPNF9KJK82y6Aqhv9vexC/rEjCYwzruPc/O1sz8Xe3oPdayJw24Eg3arFNXYNKlW8z+nhXizcDQ2FRXggCkVJ0JjkgrMp+3N58AyC3aeQyLZMkddmdh1etqqTDzrXu0qU1QSgYHntBupVg1t8FcQUtmj/a4yz6YryG+oWlepyJmnWi2bSkDR9gmr8mU2wIiaw64oQSZhcNgAhzI4DgGO25wWuenyrB3ppOIYVASBLi3lR5gbHlYBPGNNSvIFMDhO64e4FJVFMYiLmBucVZhRgAxwYowoa3Asq6g4SmrdU1ThV1Gl6QmMZ5zDdtfVx4Fcg56ist90FUXRT2EWNHNFkKYoynNaZ3CsUlT+vZ2iWkUlqnQZho7iWoqq4r52gHHodg0mI6bBiVuKKid9cCSCBl2kIswssNU9EzytGkgLAVuRsQg6P7pap3w6CXK4JgwZT4oKLhsvWYwTCpAKNcDhT52IKxOfnaLqc0xRzdajsRBZRcXHSoYbtMOBwelyYBXApk4s1o9aXRcqR40tE7l+wM4HhyNFJRkcicDghWYOP7drPEmVa3V6LT0t3DgimuVlUu6tGkjaJGyKOZFQ6OZ6VNtseVJUcHHYFeGBA8/BpKgUlc7gjM1UAAD9eXeRsZsuRIRjdLXesPeMEaQrA6vBIQFOyd2bBW5BOzOnwpw7PBo+UXYeVikqHvNKNw3O60en8eTuI9h7ZLrNV+wNMsCJMbz4s4jS4JCcd5GxXW9Fg0M+a7iVPTysAik/Df+0O0er4Bmbbm62bn2oCHg2g7DTE4RpLDucDEWU+oItE9fGt1StU4ayzyFF5a7BEVBFpc1pVQVlNcwgVT8iAhzarkELCsdm3Jky2DDHBOxjYa6HPI1NRQXtJJC0SlE5+5U5s5IPP/UGPnDvFtzz+MttvmJvkAFOjJHloT6rYhYp88mAnHoLGecqCN6Kk3A1OBwMjqATGJjNlTA4bn2oCJy8cEQ0NQWArBejP8FVVGScFcWlb08ENTjs77JbP0SxkmDmJtlsj0w1g/e53fZMGWwYCQISSIYtmubp+yUqaLdKUVG2rAUfnBJtPBz+gY+FDHBiDL4bR8zJgPw+cmri6SQODuqzopWJh9qqgVRBRFAkCAcGx6mpKVwWKVGUOdWGWJzACUSnqKYqNTQaqoFVcPI+ou1HolQmzhPgCBpnMJsrSZ8eKZYBAANdzgFOLuUQ4AhoOwGv1a6CelGR9haNhoopDkG320FUlNu4Gc67jUSkEYvcrnYD8NCe4Drtht8+gCsVKGjxBFPBQzZcnioquCxSIpqagtuAjpwOxTA4qtoMcnhKxMExp0UEEsmEgoTi0tZAYNCui4yb13BEYycHurKOr3MKJkWxrDRo5xEZC+omDu0wWldVEEkWT1Nkq1QgWAZHwHrIQjI4MYYXQWboGhyTAZ3eodaFVXCgmMEY/YXJ4HClAgUtUGAYnKOEwfGaonJgcMI+UUa9gSwZj8lSTa+gcnAxhhdvJ0EbrxuDIyZFZRQZ6wyOf1ZSVMDmzShUjNEfNLaMjHcqoTiOk5sTOgl8ZIpKwjfcFqhGQ6XBT9g3NaGYST6X9Oxx0irAUHFi/ZlE9u1pqKBmemaIPO0SBmGsSKqoPKaoHDU4YTM4s3trmSGyuqeb8cIhKUE34StlFaoNNCzmj6i543ZAEqkrM4uMD2saHFcGxzHAEVP2zuM4L2qdTjCBzHSlTrWSXdkUFMU97QobJ3QiMQibZTVDBjgxhlvqxFAWGfJNPa+nuRAdLlZQb6hcncTBocGpijD6Y36XmyBTSIpK0yWQkmWeXlTg3AxEsQp2AY6qqsIEmTAJjb2mqGDzuUSlA908h0RqcGaJjIuayNhFg+PkOSQqMOZiJavhp94JChl9zT04ySfmZsfQ6oBUErgespABTozhljoR1eEa2kKkKE3G40ixwi8yNonezIi+IFNEikqvomo0VLopuBn9OVZRiSoTpwGOdYBba6hCOlwTsKXiPC7GMNH0zuJXQXonmzldEZh27WZExqqq0vSrm8jY6YAkysqBqzJQaDCps2UHJksAgKGenONrDE7oDmMtGRwJ33DPoTcnmaKEa4wHNN1vB7ubLM7oRMlzL5k6k15jIcLoL8VUyLgKMgVqcMamK5iq1LhEguB0Mo6qLgSCgkliUjlRqnK5GEMT9JLP5eQ5JIxZcJnTIlo1FLJEg1PHRKlGtXeuVVQOaVfRIuMoFoOACUKmK3WMjDcDnOE+5wAHLl44eopKMjgSPkHFa3V3J1KnfGpQmK+lqQ5Olhl3XT5WARHShiiKwrEZiDuBsU7GRGCcTSVcryVvYfJFENkAh1lMhQQ4FikqtwAHLm7GotKbbv2oRJb6dmnrQLFSo+mprkzSdcOMrcg4AoLuUrWO0YmmmHt+r7PWCS4HJF1kLBkcCZ9w2wz0k6GYKJoEOKMTJSo2dhMZp5MJuvBOW2wGVUGpE/L77BpuihS+ztFOtePTVe4+VGDaaUxbMjhiNAFuImN2IxARtLMdxcdoisqZVYBL6kScBoePLRPpg1Ms1/UKKhddCAyb7uzPJMwHx+VwJLIYBIaWLXWMcqao4NJwsyzLxCVahZvIWKQTKQAM9TZvkgOTZYxMNG8cN4oZEU2d6NqQ6HmGEA1Opd7AqDbObukpuHiG0AU3YmXiIrVOMHUUH+esooKbw25VTCrIrYpK1L0Gtpt4ucZdQQVeH5yQWQXegygEtXoheqeJUhWjHlJUPAyOiM/DItC/9JEjR3D55Zejt7cX/f39uPrqqzE1NeX4mvPPPx+Kohi+PvShDxmes2fPHlx00UUoFAqYP38+PvrRj6JWm90wsNPBq8ERtRkQBufAZAm7DzWbri2Z1+X6OicDOhE+OPCy8Qq4ofOMP8trh4sAh8kfmBSVFVMmPpB069skZuHstaqichEZw60kvx7NjTcKRn8z1ToOTfFVUIFlyizmT9TL8SFI73TCQAEAsPtwUWdwPKSonDU4YjmUQJ2ML7/8cuzfvx8bN25EtVrFVVddhWuvvRbf//73HV93zTXX4Pbbb6ffFwoF+v96vY6LLroIw8PD+PWvf439+/fjiiuuQDqdxuc+97kgP07k4KbOF33ana8xOK8dnqYMzpK57gFOMydcnrXxslRu9DZecWOtKAr6C2kcmCxjz5EZgDtFFT2mzI3OLwlMBYIRyU+VmRSVh3SgeawbDZUG7eGbKka3TJztg/TGWPNwNIcjFegoMhadoopgMQgALNUOna8cmNI1OBwpKidWkgQ4HVsmvnPnTmzYsAHf+MY3sHLlSpx33nn46le/igcffBD79u1zfG2hUMDw8DD96u3tpT979NFH8fvf/x7f/e53cdZZZ+E973kP7rjjDtxzzz2oVCpBfZxIwq0JZEXgAgWGwXnqtaOARuXP8XAKI31oCNhTGStGDgPu2hCxbBlZ/PccaW4GXCkqpzJPUWXiLoJM2jxW0MmQaHAmZqreRMYZ67EWmZ7gTVGJmNPZVAKkeHGvFrS7ebPAtdmmoCoqlznNjrMIXdnSwW4AwNN7xui18IiM9WDSwuiv1uEi4y1btqC/vx/nnHMOfWz16tVIJBLYunWr42u/973vYXBwEG9+85uxfv16TE9PG973jDPOwNDQEH1szZo1mJiYwPPPP2/5fuVyGRMTE4avTkAmyS/IFAHC4BS109TiQXf2Bg7+LOz3YYvXyIZqy+AINrYiaZIXR5tzm4tVYMSFZghLUdFxjh6rACZwfGNshpbje2LLTGMtMj2RSblUUQkSmkNjJQmLQ4J2L/o9Zx8cMaykrVZSUFsUgpPmN9flw0Xda4jn/rJjgBsNlc4p0WXigaWoRkZGMH/+fOMvS6UwMDCAkZER29f9z//5P3HiiSdi4cKFeOaZZ/Dxj38cL774In784x/T92WDGwD0e7v3vfPOO3Hbbbe14VNFC1HOocMij7uUM8Cx23hnqvrncereHARoisqmuZzIXlRgAhxy2j1rUb/rayKZokrypk3EMjivH22Ocz7tXroMh/JlkekJN2ZB9AFpoCuDyVINL45M0u/dQBgDZx+ciKWoBAtyh3tzKGSSdL0lzLsb7Hxw2KBddIDjeebefPPNs0TA5q8XXnjB9wVde+21WLNmDc444wxcfvnl+M53voOHH34Yr7zyiu/3XL9+PcbHx+nX3r17fb9XlEAWRLcqKlE3zmB3FizjuphDfwOGwTGXL5MbKR9yegoxSlERvOPkQdfXFJyqqCLL4Igd5x5GgwPO9BQcgkm2qWnY6QlXbyfBDRPPf9M8gBkzLyJjKyd00a0aym4moYLmtKIoVIcDzgoqOLCSbMCTE/SZCDwzODfddBOuvPJKx+csXboUw8PDOHDggOHxWq2GI0eOYHh4mPv3rVy5EgDw8ssv46STTsLw8DC2bdtmeM7o6CgA2L5vNptFNssXlcYJ/D44YiZZOpnA3K4MrYJYPFhwfQ0Y46kZkwaH5HrzAhZcfpGxqBSVvvgvHezCwv6862vyTCCpqqphgxXVqsGVVRActJv7e/FUUMGhfFkkI+W2fpSol4mY9eO/Ll+IB7a8Rr/nYnC0cW6ozYpLkoZDFKqoao1Z9xkEHiZYLB3sxnNvNNPbPB44cKjCJPMmlVCQEpR2I/Ac4MybNw/z5s1zfd6qVaswNjaG7du3Y8WKFQCAxx57DI1GgwYtPNixYwcAYMGCBfR9P/vZz+LAgQM0BbZx40b09vZi2bJlXj9OrJF1PYGJy6ETzOvJ0QCHiNnc4JaiEhLgpDk3XmEMjr7R8rA3MLXFmLUZiD7tRrBaDRZO3Gef4J4KBA+DIyAwpulAt4o1QcHkihPmYEFfDvs1b5a5PD44pr5f7NonrJs4s8mb7zNE4HAEppIKnCXiYNymZ6rGg6ho5o9FYKvE6aefjrVr1+Kaa67Btm3b8Ktf/Qrr1q3DZZddhoULFwIA3njjDZx22mmUkXnllVdwxx13YPv27di9ezd+8pOf4IorrsAf/uEf4swzzwQAXHjhhVi2bBn+7M/+DL/73e/w85//HJ/85Cdx/fXXdyRL44S0m7uu4M0ApnwuL4NjtxnMUG+F6KaoRFUN9PsIcAxtMWyqe0SV41frKhqN2S1IRNP587qzOOfEOTh9QS/u/tOz8ZlLzuB6nb0GJ7oMTlkwg5NIKLjojAX0ex4n43QyQXvH2WlDRAXtsJETRGGdPmmefvgc4kxRsf3CWJQEr4UsAvXB+d73vod169bhggsuQCKRwPvf/37cfffd9OfVahUvvvgirZLKZDL4j//4D3z5y19GsVjEokWL8P73vx+f/OQn6WuSySR++tOf4rrrrsOqVavQ1dWFP//zPzf45hwriHJ/JAJyGhjszrj2oSJwq6ISo8GJdnUPSVElFGDV0rlcryGbQa2hYqZSN+hJRPvgQJvXuYRxPEWPcyKh4EfXvd3z63TzSuP8EVmKneHsRSXyJP7HyxfiG7/chZ5sijIGbsink5gs1ywq1gSlqNg5XWvATERFIkXFMjicKaouyrSb7DwEV5SyCDTAGRgYcDT1W7x4sUEItmjRIjzxxBOu73viiSfi3/7t39p2nXGFWxM3kYsnATGM4hUYwyFFVRKZoqJVVNFMnZwyv3kCe9vSuejj1IWA3Qxsxa9i/Iagjal5cxXZALIV2JUviyzFdtXgCPYcAoDli/rx+fedgXk9WW4Rdi5jPadFWTkkEwqSCQV1xqjUcF2CWUmY5AOkxY4byDo9i8GJwLwhCDTAkQgW7hbg4m+cP1jYNGl8y4lzuF9TsFHnC01Rpe1TVLV6A3UtnSLq1LJ0Xjc2/835XGZoLPLaZmA+hZUFpajYUmmrjTcKc9oP3DQ4IlNUbv4sohsmXnbuCZ6en7NxjS4J8sGBtlbPNOo2c1o845HPJLHmD4bw0ugUThni00p2EZGxTbWr6HkDGeDEG2xJrZU6XzSrAABr3zyMn9/wh1jC6YEDporKvOmKTFGRYNIqwGEfE3lq4TVSZGHrsCuINlcUBZlUApVaw1JoHIXNwA/sOi+L9Jqhc9pWZCzuQNEKbNkygYUA6aSCmar1+hEFph0Avv5n51juI3YoaP3CpsvWKaooaHDEX4GEb5BFXlX1JpQs6I0jcIFSFAWnDvd4WsDdq6jEWMfDprpHdLO8VqB7WRgXXlKiz6t7aCeyDqmTzmVwBATtDr2oavUGapSVjOdY24mMRQRsTmMdpTntxYupYFMmrhdciA+MxY+ohG+wEbJ191yxFuB+UbDpJyNUg0PYMgsnY6qjSIbvsNwq8jZCwWIEBN2WeoUO0+CIFJg6aXCi5EbrFeR67TZeUb21YFdFFdM5bS8ylgGORBvQdD9t/t9p443bjWPL4Gjf5yLmZCzaA6cV2Jbka2PdlQk/i03H2nJOxzNFlc9Y60JEbrpphyoqNhCL27wmPaymy9YMjhi2zD5oF2Wq2SpombhN2lWmqCRagqIodPGxbC4X043XzgJcqNEfR4oqboEk2HYNzPxRVRVF7VQWdtd2uGwGUaLzvSBnM6dFanCcmLISw/7GjZUkAc5U2dqATkxJvjtbJlJK4AekGKRSa6DGzCFaRRWBQ0i8VgmJWdCZBYt+QvV4nnZpqwYboz+hKSrHHHq8xhk2dH5TtN78PzmlhQmnxqZREM77gR1TFgWjP+u0STzZXwDozpLyZT3AUVVVKKOddujcTpnpmM1pIjKGqZJKiowl2ga9o6t96kSkgZQfFGxyu+TzCG222UGbLmw2XnZjEBFM6gyOAysZs9Nu1KrV4NK5vRQBkz+/6NIOSFPM+lFrqCDG2EJSVA5VmFSzImBdawUZxjWaTQdKBkeibcil7RmcuNL5+mbQMNj1i23VYF9SG9dAEjYdxQmbk0snkBSQnnCm82M6p7U5W62rBsYkEroQq003puMMJkXFBuoGK4eIsWUkHRgF3xgvUBRFN/tjgskoBcfxm70SBvDR+eInmhfY9UiiPjgie1FZaZ0o9R2vcQZzapy2CHAKAgTGcE0HxpMtYxd7lsWJQhWVI6sQwzndRVNUTNpVsGjaqUw81mNN5ATM+hGlXlTir0CiJZCbwqpMPAo9TvyAPcmwG28UNDjOTqTxGmcAKKRn652mBQqMwWmqGLegPZvSKx7ZsWYtBsIGraJyaAAZhU3KK6xExqyY24vXS7vg5DqvBzjxG+uChd4pSgFb/EZUwoBOFGQmEoplJRX1wYlYs824pk3Ali9bMjhiFijHkvyYWh8oij6nS4yposhDiKOhYoTs9r2i2yFFJeoezTiIjEX6e7WKggUDTJu0RmA9FH8FEi3BicGJ62YA1gunqi9SIjU4Op3vVI4fvwXKSmQsOkXlaEAXU+sDMOPJMgtkrLsFVKsRkbGlLiSm5nNg0ibGAEes8NVJVxYlzYpXWLkZSydjibaB3LCWVVQxpfPBbLyGFFUkNDj2J7A4bgZ5i5J84SkqHs+hGM7pntzsAGdS+7+QAIejJUYcGZwuCwM60YExma9WKaqZGK8fXQ4i4yh8HvFXINES9BYCDq0aYnnanV3dMxPZFFV8WQWrQFI0g9OJvajABDiTpSp9bEr7f3dOXIBTa6iGakXEnFVwTFEJ2nR1O4/Z63S8U1TENdpCgxOB4Dh+q4SEAWQSlUybgaqqkelS6wdWuV2hvagY11fzZhBnVoFocEoWPjhdWbEMjjnAaZq1Red06BV6gKNvBlMRYHBgwSzoXibxG2cyb6cilKKiUgLLACe+wWSBMjhWVVTiP0/8Zq+EAXZNIA0drmO4SOkanObNUq03aMd0MVVU+u80bwZxZhXy6dllnjMRFRlX6yp1WI7C4ukVJIhhGRxSyiwiwCFVVLAY67i2D4CJwVG1CSM6RZWz0LoRRKnqyCtIOtBYDBKdQ4j4K5BoCTqDY915GzGnPme03C77eXIZcRUnsAomI3RDe4VVY9NiREXGrCYnjsFkTy4NMLobMMGOkBQVU5puHut4ly43x7Kh6put6DSy3ousw8rELTU40QnY4jeiEgbY5XbJSSGdVJCOWZdaWGy85PMkFDGeIamEAmLqaxa/xjlFZdVsc0awyNiusamBlYzhnDanqFRVpWmUHgEMjqIodBzNlVSlGFcGFpiNlYyvaDPOPFmnTXO6Vm+g1hDHTLcKKiUoz2ZwpAZHomXY0fm0gVsMbxowixQJcIh3SD6dFGLU1ezcbj3W8U5RRY/BsRMZs6dwEXOgVVAGR2NtZqp12h9JBIMDDrYsjqxCIqHo1T00wBHrzZK3KJqASTsZx7WaioxZ88oIMVLir0CiJbgxOHE8FYBZEGZMDI6ICioCvYVAdDpCtwqiV5ip1ukpXrQGJ8MIulmUYyx8BcPSTGkMDvk3oYi7T+3GOs7CV1i4GZP1UZQe0c6vjNWuxHFeE0H3tGXFmvi5E78RlTDArnxZpOtvO2CXohK54NqNdVw7XANAbz5N/z8x02QWilFJUdkI5+M4zrBIUU3RarWUMEbKzoAuzs02YVEqToJJEWJuGDQ41lrJXDqerCTx0SJrRr2h0mBZOhlLtAzaTdzE4EwLNMVrB8w9kkSa/BF0YooqmVDoxjuuBTiifXBsGZwYM2UwpKiMAY4I/Q1BWmshYBe0x53BIRsvmdt9hbTj64KCXiZulwqM6TibmHaW3Y7CZ4rnSiFBYXfj0IAgpgxOgd44RopZaIrKjVmI6cbbp7E4YzTA0RgcUT44SWvX6LinqIjOZtLMKgjS38CBwYmzBgcGL5zm56ABTl5MgEP7kJmlBJXoCHL9oEAZHE0rWY2Wpiies1eCwq7ipFM0OFFKUdm1EIhzFRUA9GunWsrgaJtCQdBY0zlty+DEc5zNTsYi2zQQZFLW/ah0o794jrU5RTUmOMCx00qWYh5I6lVUxoNoOqkgmRCfcovnqEpQ2DE4cbb/BsvgRCpFZaPBiXFTUzCL/oQpRdUlaOO1q+yJc88vAOg1a3AogyNm04XDxkurjmI61l2mAIcE7/35jJDrsWpqi4h5xvgBFRlXCYMTnTYNkAFO/GHH4Ex3SIrKzOBEUoMT4w7XYBb9sWmjyFjU3HHzwYnrOHdnm4HMlOawq7dpEDenXTfeiGxUXkFTJyRFNS2awXGWEsQ1wNF7URlTVFEpBIjnSiFBkbW7cSIQELQCIsgkrEIkNDg2jU1LgvvctApSSTU+U4WqqnTR7RItMrb1wYnnOJMUVb2hYqZaF9qHisCq5xsiZrfvByRoNIuM+wWLjGeqddo+AowPTlyZMjJ/KvUGqvVG5KrvonEVEr5hm9uNOYMzt7vJKhwuVoCInHTsUlQ0IBB4Em8FVGQ8XUWFdVaNWC+qOFerQdsMiC5hslRjAhxxKSpS5msOcEQ3p2wVZh+csZnmOiJagwPTvI6/lEAPzqcr9ci1nYjGVUj4hq2TccxvnLldWQDA0ekKavVGJD6P3VgTGrxLEOPRKliRMevTIdzor4P8hqC5YesNN2uRqKIqUH+WmuHxuBv9sSLjcq1OP0+v4BQVTIfRcsw1OJlUgjZtna7UaJq7vyBG62SGDHBiDjsGJ+4anDmFNBQFUFXg6HSVcTIWN2WttCENLd2AGI91H01RVWi5ZyaZENbDrFM1ODB1FI+CD45Vs1UYqqjiOdasyJikpxKKuLFOJxNIaewdq3eKQnVoqyCHzmK5jkNTZQDAvO6s4KtqIp6zV4KCZRXY3G4UGI9WkEomMKdA0lTlSFC5ugZHZxbYxaorrgxOnmVwxHrgwLEXVbw3XZjcjCejwOBYBDiqqjJVVPFcP9gUFREY9+bTSAgsXc5b6CV1piy+c5qM9XSlhoOTWoDTcwwEOEeOHMHll1+O3t5e9Pf34+qrr8bU1JTt83fv3g1FUSy/fvjDH9LnWf38wQcfDPKjRBauud2YsgoAMLdLC3CmKhHR4MxOUZGNQVHiu0ixGpyiYA8cMCmqhtrstkwQd5ExAPTm9EqqItOqQRSsusmz8zuuc5qKjMt1pkRcnNYJAHIm1190QJk4TEEyCXAGjwUG5/LLL8fzzz+PjRs34qc//Sl+8Ytf4Nprr7V9/qJFi7B//37D12233Ybu7m685z3vMTz3W9/6luF5l1xySZAfJbJgbwx2YYpCQNAqiND40FQ5EmkgK2aBuv4K6nLeDvQxGhzapkHgpssGMOycLse8sgesm3FkUlSzRcYsQxnXYLIro6eoxgSXiBNQOUGts1JUxMdpfKaqp6giwuAEdmft3LkTGzZswJNPPolzzjkHAPDVr34V733ve/GlL30JCxcunPWaZDKJ4eFhw2MPP/ww/sf/+B/o7u42PN7f3z/rucciUgkFCaV52i1X64B2E8c9RQUAc7VTwOGpCma0RTcaImN9gdK1TvFMT8HUqmFacKNNmDo+V2oNaHrzjktR0SoqgSkqcj8ZAhxtnBMKqIA0bjCkqGb0FJVI0BSVgcGJd6sGAFjYl8Pv9gL7xmaOnRTVli1b0N/fT4MbAFi9ejUSiQS2bt3K9R7bt2/Hjh07cPXVV8/62fXXX4/BwUGce+65uP/++w36EzPK5TImJiYMX50CRVEsTaRmaMPE+N44g126Bof44URh4y1bMDhxLREHU/FQqTVwRCvLFznOyYRCBZnsabcTUlQkwJlgNTgRSFHNVPUqKraCKq6sJCsyHpuJRmUPXafZOR2B4olWcVx/HgDwxtHoBTiB3VkjIyOYP3++8ZelUhgYGMDIyAjXe3zzm9/E6aefjre//e2Gx2+//Xa8+93vRqFQwKOPPooPf/jDmJqawkc+8hHL97nzzjtx2223tfBpoo1sKoHpSt3ALHQag7PnyDQAYNFAQdj1WPngxL1rO7SOwMmEgnpDxf7xEiCwkzhBPpPEZKlmYhY6oYpK0+CUapgqV7XHolVFFTWzNj9gWwiMTxMPHLFzmpr9VWYXKcQ5RXXcnGaA8/rRGRyaao71YHdMy8RvvvlmWyEw+XrhhRdavrCZmRl8//vft2RvPvWpT+Ed73gHzj77bHz84x/Hxz72MXzxi1+0fa/169djfHycfu3du7fl64sSLBkccuPEmcHRApxXDxYps7B4bpew67FyMqYeOAI3qVahKAoVYO4fnwEiwPyRTZ9YwKNDdGWEwRmbrtD7tScCVVQzFhqcOI8zmT+qChq0i+pDRaCv0xYi4xizkoTB2TkygYpWFBAVkbHnO+umm27ClVde6ficpUuXYnh4GAcOHDA8XqvVcOTIES7tzI9+9CNMT0/jiiuucH3uypUrcccdd6BcLiObnT2w2WzW8vFOAblxDAxORbxmpVUQkfHvXh8DAMzvyQoNJKyqqAi1LzogaBV9+TQOFyvYN0YYHLGfh/x+olNp/l9jPAQGBK2CNNwkmy4iUkVlxeDEOcDJp3VW8jWN/RUtMs5rB6SZ6mwNTpyF84TBee1wc5x7c6nIzB3Pd9a8efMwb9481+etWrUKY2Nj2L59O1asWAEAeOyxx9BoNLBy5UrX13/zm9/Ef/tv/43rd+3YsQNz5szp6CDGCYRKNmpw4r/xEpqTBBRLBsWxN7AxoKNl1TEeZzCVVDqDIzaI6DZ1gwYz1iKbU7YK0mNtZKIZ4GRT4gwVASCfnl1FFXeTP2is5EnzuvD/RqewY0/zgCQ6wLFkcGrxT3Ef32+UDQxGRH+DIEXGp59+OtauXYtrrrkG27Ztw69+9SusW7cOl112Ga2geuONN3Daaadh27Zthte+/PLL+MUvfoG/+Iu/mPW+//qv/4pvfOMbeO655/Dyyy/ja1/7Gj73uc/hL//yL4P6KJFH1nTjqKraGRqcLuONEp0Ax0rMHV9WAczi//rRZoAjWjRNRaIVlsER37upVZDAbd9Yc5xFpqdg54MT85YYBGct6ge0RpBggnhRyFsEOJ2Qdu3Npww6sqi4GCNoH5zvfe97OO2003DBBRfgve99L8477zz84z/+I/15tVrFiy++iOnpacPr7r//fhx//PG48MILZ71nOp3GPffcg1WrVuGss87C17/+ddx111249dZbg/wokYZ5463UG9D6JcZagzPXJFRbLDrAIalAhikrdgBTBsYEjZzk33LCHKHXY26WyP5fdPDVCkhAQ+5VkQJjGFJUNVqJSlNUMWZwAGC5FuAQRIXBmbEwVYxzgKMoCtXhIEIVVAiyigoABgYG8P3vf9/254sXL7Ys7/7c5z6Hz33uc5avWbt2LdauXdvW64w7zNRniVHpx5nB6c6mkEklqLFedBic2SewuAc47OLfl0/jnae4p4aDRBfZeMtsOlB8WXWrICkqAtF6InIAaqjNzTaXTjK6kHjP6bNMAU6/YAbHqhgkCi1o2oHj5uTx4ugkELEAJ94hugTAnLTIaWBaE76mk4rQ/H6rUBSFeuEgUgGOFYMT300XAPoYj5C1fzBsMNsTATODU2+olF2Kc4BzylA3Tpqnz+MZU5PLsMG25CDXolf2xHftAIBTh3oMgYNoBidvweDoZeLxHuvj5+gMTlQqqCADnM6AWYPTCXldAuKFoyjACQI9cODSi6qTGJz/unyB0GuBhciY1eLEuSQ/nUzgB9e+jW5opy3oFXo9qWQCGe0QNK2tH52QNoH22c44ro9+LzrAoa0arMrEYz7Wx2SKSiIckJMWyZ13gsCYgOhwFvblhS8CdIFiTt0khSKyd1M7QDQ4c7syWLV0rujLmSUyJoFOOqnEuroHAOb35LD1E6vx4LY9+C/LhkRfDvKZJCozDVp52QlVVARnndCPbbuPIJNMCF8P8yZBt6qqHVEmDqZUHDLAkWg3dAO65s3SCZ3ECQjdKTo9BUY/MVWpodFQkUgo9NQrsvt2O/BHp83HW07ox2VvPQGpCKQ1dR+c5vhOlfTO23FtH8CiL5/G/37XSaIvA9DGmm20GoV+ZO0C0eH05tPC5w0x8yNBDcsEiw6+WoWBwYlQikoGOB0AeuMQBqcDTP4IhntzAICT53e7PjdokAoYVQUmyzX05dOY7oDKHgAY6Mrgxx9+h+jLoNCdjJvjSyuoYq51iiLM7RomZppjLTql0w684+RBnDy/G+edPCj6Uqig26x1QiekqCSDIxEUcqbyZXIC6wQG54NvOxF1VcUH33ai6EtBLp1ENpVAudbAxEy1GeB0QDfxKMIsMiYmf6J9YzoR5nYNE6VodN9uB/ryafzHje8SfRmAhZSAMDnJRLyLQaCxNu88ZRDVekMyOBLthbl8uZM0OMN9OXx87WmiL4OiN5/Gwcky3QRoN/EOCCajhG6TBoe0aYizwDiqKGhuxmTdmNC6b/fm4h/gRAl5GwanE9ZpRVHwT1e7dygIG/EOGyUAC3+FTrpxogbSS2hS04ToDI4c63aCioyJBqcDmppGFTlTimp8pnMYnChB7xnYXKc7pUQ8ypAj2wGgImOqwYl/J/GoggiNySmXbApdMkXVVpC0CamemtIYsx4Z4LQdRCBPqqgmtOC9Ny/Hup2gPjgmBicb407iUYcMcDoAZnV+p1T2RBHkVDtRalrbd1LFSZQw2weHMDhynNsNc0dxmaIKBtRmwqTBkexvcJABTgcgazKQKsm0SWAgKaqJmSrKNb3nV9x9cKIG3QenjkZD7YhGm1HFrCoqjS3rhCqqKCFnw+DIFFVwkCPbASAL0dh0c2HqJJFx1EAYnMlSjW4IkGPddrDtGKardeqD0y0ZnLaDVlFV6yjX6pRZkBqc9iLPaHAaDRWT0vogcMgApwMwt6tZlnekWAEM4jW5GbQbpEx5olSl6alcOoFkIv7mc1FCLp0AGdJiuUZTVVJk3H4Qi4PpSo164CiK1Du1G+x6XK41cGSqDDBu7RLthwxwOgBzuponrSPFClRVpUZ/UhfSfvQyImO9D5XcCNoNRVHoybZYrukpKumD03awGhySnurOppCQQXtbwQY4M9U6DmsH0oEuGeAEBRngdAAIg1OpNzBVrmGm2jlGf1GDLjKudkyjzaiCLRXXNTgywGk3CkyPJCIwlvqb9iOZUGhj0xIT4JD1W6L9kAFOByCfSdL87pFipaO6iUcNrA8OaSMgA5xgQCqmppgUlQxw2g+yTkxX6roHjqygCgREUDxTrePIlBbgyBRVYJABToeA0JxHihUpMg4QNEVVkimqoNGVnZ2ikhqc9sOYopIeOEFCN2WtU82kTFEFBxngdAjIKYBlcGSA036QhX9ipkbbCEgGJxh0ZfR2DTJFFRzYXlQyRRUs2HYNh4tNkbEMcIKDDHA6BHMKzZvkcLGCQxr1ScTHEu0Dy+DMSAYnULAaHNKyQQY47Uc+zVRRlWSKKkiQdfrQVJlqcAYj1Jyy0yADnA7BXO0UcHCyjJGJEgDg+DkFwVfVeWB9cKakBidQdFMNTlWmqAKEkcEhKSoZ4ASB4+fkAQCvHZ6mvmWSwQkOMsDpEJCb5Pf7J1BvqMgkE5FqW98pID449YZKT2CyfUAwIMHMwckyfUwyOO0H1eBUpcg4aBynBTjP7ZsANL8hwupItB8ywOkQDGganGdfHwcALOjPSR+LAJBPJ5HSxnVkvKQ9JjfdIEACnJGJZoCTTCjS1j4A5C18cPqkyDgQHN/fDHCefX0M0FJW0iQ0OMjVokNAUlR7jkwDAI7TbiSJ9kJRFErfkwBHMjjBoEvTNo1qKdeuTBKKIjeDdoNoyCq1Bsamm6ykTFEFA8Lg7D7cXKdleipYyACnQzBgMosiuV6J9oN44ew92lykpMg4GJDA8YAW4PTItEkgYDVkrx+dAWSKKjAc12/URcoAJ1jIAKdDMGCqmDLfSBLtAzndks3gtAU9gq+oM0H0NqNaikoyZcEgl07ihIHmevGaxiz0FWSAEwSOMx0858oAJ1DIAKdDYGZwzDeSRPvQw/RDUhRgxYlzhF5Pp6KgBTjEuFJWUAWHlUsGDN9LBicYdGdTBo8h6WIcLGSA0yEwU51SgxMc2MX/9OFeuRkEhG4TYyMrqILDueYAR4qMAwO7NpsPphLthQxwOgS9uRTSSV2AKTU4wYENaMwbg0T70GXSNskAJzi8belcw/cyaA8OLLsuU1TBQgY4HQJFUaifQkIBhvtyoi+pY8GebmWAExxOGeqh6cBkQsH5p84TfUkdi+Pn5LFAWzNSCUWaVwYI9vApRcbBQh6JOggDXRkcmCxjuDeHdFLGrkGBreZ562IZ4ASFga4Mtn1iNabKNfTmU8im5KYbFBRFwcolA3hkxz705tOyHD9AsCkqqcEJFnIX7CCQ04AUGAcLUia+ZLAL83pkDj1I5DNJzOvJyuAmBKzU0lS9OXnuDRLHG1JUcv0IEjLA6SCQAEf2oAoWK04cQCGTxPvfcpzoS5GQaBv+y7IhLJ3XhT9evlD0pXQ0WAsPmaIKFoEFOJ/97Gfx9re/HYVCAf39/VyvUVUVt9xyCxYsWIB8Po/Vq1fjpZdeMjznyJEjuPzyy9Hb24v+/n5cffXVmJqaCuhTxAuEuVk62CX6UjoaZxzfh2c/vQbr3n2K6EuRkGgbBruzeOym83HThaeKvpSOxglzC0gnFXRlkpgj/YYCRWABTqVSwQc+8AFcd9113K/5whe+gLvvvhv33nsvtm7diq6uLqxZswalUok+5/LLL8fzzz+PjRs34qc//Sl+8Ytf4Nprrw3oU8QL17xzKT79x8twxarFoi+l4yH7x0hISPhBXz6N+698K+6/8q1ISa1koFBUVVWD/AXf/va3ccMNN2BsbMzxeaqqYuHChbjpppvwN3/zNwCA8fFxDA0N4dvf/jYuu+wy7Ny5E8uWLcOTTz6Jc845BwCwYcMGvPe978Xrr7+OhQv5qNWJiQn09fVhfHwcvb29bfiUEhISEhISEkHDy/4dmfBx165dGBkZwerVq+ljfX19WLlyJbZs2QIA2LJlC/r7+2lwAwCrV69GIpHA1q1bbd+7XC5jYmLC8CUhISEhISHRuYhMgDMyMgIAGBoaMjw+NDREfzYyMoL58+cbfp5KpTAwMECfY4U777wTfX199GvRokWBfAYJCQkJCQmJaMBTgHPzzTdDURTHrxdeeCG4q/WJ9evXY3x8nH7t3btX9CVJSEhISEhIBAhPhgc33XQTrrzySsfnLF261NeFDA8PAwBGR0exYMEC+vjo6CjOOuss+pwDBw4YXler1XDkyBH6eitks1lks9JvQEJCQkJC4liBpwBn3rx5mDcvGLv0JUuWYHh4GJs2baIBzcTEBLZu3UorsVatWoWxsTFs374dK1asAAA89thjaDQaWLlyZSDXJSEhISEhIRE/BKbB2bNnD3bs2IE9e/agXq9jx44d2LFjh8Gz5rTTTsPDDz8MaFbhN9xwAz7zmc/gJz/5CZ599llcccUVWLhwIS655BIAwOmnn461a9fimmuuwbZt2/CrX/0K69atw2WXXcZdQSUhISEhISHR+QjMk/uWW27BAw88QL8/++yzAQCPP/44zj//fADAiy++iPHxcfqcj33sYygWi7j22msxNjaG8847Dxs2bEAupzeO/N73vod169bhggsuQCKRwPvf/37cfffdQX0MCQkJCQkJiRgicB+cKEL64EhISEhISMQPsfTBkZCQkJCQkJBoF2SAIyEhISEhIdFxkAGOhISEhISERMdBBjgSEhISEhISHQcZ4EhISEhISEh0HAIrE48ySOGYbLopISEhISERH5B9m6cA/JgMcCYnJwFANt2UkJCQkJCIISYnJ9HX1+f4nGPSB6fRaGDfvn3o6emBoihtfe+JiQksWrQIe/fulR47AUKOc3iQYx0O5DiHBznW4SCIcVZVFZOTk1i4cCESCWeVzTHJ4CQSCRx//PGB/o7e3l5544QAOc7hQY51OJDjHB7kWIeDdo+zG3NDIEXGEhISEhISEh0HGeBISEhISEhIdBxkgNNmZLNZ3Hrrrchms6IvpaMhxzk8yLEOB3Kcw4Mc63AgepyPSZGxhISEhISERGdDMjgSEhISEhISHQcZ4EhISEhISEh0HGSAIyEhISEhIdFxkAGOhISEhISERMdBBjhtxD333IPFixcjl8th5cqV2LZtm+hLij1+8Ytf4I//+I+xcOFCKIqCRx55xPBzVVVxyy23YMGCBcjn81i9ejVeeuklYdcbV9x5551461vfip6eHsyfPx+XXHIJXnzxRcNzSqUSrr/+esydOxfd3d14//vfj9HRUWHXHFd87Wtfw5lnnknNz1atWoV///d/pz+X4xwMPv/5z0NRFNxwww30MTnW7cGnP/1pKIpi+DrttNPoz0WNswxw2oSHHnoIN954I2699VY89dRTWL58OdasWYMDBw6IvrRYo1gsYvny5bjnnnssf/6FL3wBd999N+69915s3boVXV1dWLNmDUqlUujXGmc88cQTuP766/Gb3/wGGzduRLVaxYUXXohisUif89d//df413/9V/zwhz/EE088gX379uF973uf0OuOI44//nh8/vOfx/bt2/Hb3/4W7373u3HxxRfj+eefB+Q4B4Inn3wSX//613HmmWcaHpdj3T78wR/8Afbv30+/fvnLX9KfCRtnVaItOPfcc9Xrr7+efl+v19WFCxeqd955p9Dr6iQAUB9++GH6faPRUIeHh9UvfvGL9LGxsTE1m82qP/jBDwRdZWfgwIEDKgD1iSeeUFVtXNPptPrDH/6QPmfnzp0qAHXLli0Cr7QzMGfOHPUb3/iGHOcAMDk5qZ5yyinqxo0b1Xe9613qX/3VX6mqnNNtxa233qouX77c8mcix1kyOG1ApVLB9u3bsXr1avpYIpHA6tWrsWXLFqHX1snYtWsXRkZGDOPe19eHlStXynFvEePj4wCAgYEBAMD27dtRrVYNY33aaafhhBNOkGPdAur1Oh588EEUi0WsWrVKjnMAuP7663HRRRcZxhRyTrcdL730EhYuXIilS5fi8ssvx549ewDB43xMNttsNw4dOoR6vY6hoSHD40NDQ3jhhReEXVenY2RkBNDGmcXQ0BD9mYR3NBoN3HDDDXjHO96BN7/5zYA21plMBv39/YbnyrH2h2effRarVq1CqVRCd3c3Hn74YSxbtgw7duyQ49xGPPjgg3jqqafw5JNPzvqZnNPtw8qVK/Htb38bp556Kvbv34/bbrsN73znO/Hcc88JHWcZ4EhISBhw/fXX47nnnjPk0CXai1NPPRU7duzA+Pg4fvSjH+HP//zP8cQTT4i+rI7C3r178Vd/9VfYuHEjcrmc6MvpaLznPe+h/z/zzDOxcuVKnHjiifjnf/5n5PN5YdclU1RtwODgIJLJ5CxV+OjoKIaHh4VdV6eDjK0c9/Zh3bp1+OlPf4rHH38cxx9/PH18eHgYlUoFY2NjhufLsfaHTCaDk08+GStWrMCdd96J5cuX4ytf+Yoc5zZi+/btOHDgAN7ylrcglUohlUrhiSeewN13341UKoWhoSE51gGhv78fb3rTm/Dyyy8LndMywGkDMpkMVqxYgU2bNtHHGo0GNm3ahFWrVgm9tk7GkiVLMDw8bBj3iYkJbN26VY67R6iqinXr1uHhhx/GY489hiVLlhh+vmLFCqTTacNYv/jii9izZ48c6zag0WigXC7LcW4jLrjgAjz77LPYsWMH/TrnnHNw+eWX0//LsQ4GU1NTeOWVV7BgwQKxczpQCfMxhAcffFDNZrPqt7/9bfX3v/+9eu2116r9/f3qyMiI6EuLNSYnJ9Wnn35affrpp1UA6l133aU+/fTT6muvvaaqqqp+/vOfV/v7+9V/+Zd/UZ955hn14osvVpcsWaLOzMyIvvRY4brrrlP7+vrUzZs3q/v376df09PT9Dkf+tCH1BNOOEF97LHH1N/+9rfqqlWr1FWrVgm97jji5ptvVp944gl1165d6jPPPKPefPPNqqIo6qOPPqqqcpwDBVtFpcqxbhtuuukmdfPmzequXbvUX/3qV+rq1avVwcFB9cCBA6oqcJxlgNNGfPWrX1VPOOEENZPJqOeee676m9/8RvQlxR6PP/64CmDW15//+Z+rqlYq/qlPfUodGhpSs9msesEFF6gvvvii6MuOHazGGID6rW99iz5nZmZG/fCHP6zOmTNHLRQK6p/8yZ+o+/fvF3rdccT/+l//Sz3xxBPVTCajzps3T73gggtocKPKcQ4U5gBHjnV7cOmll6oLFixQM5mMetxxx6mXXnqp+vLLL9OfixpnRW0ubhISEhISEhISHQOpwZGQkJCQkJDoOMgAR0JCQkJCQqLjIAMcCQkJCQkJiY6DDHAkJCQkJCQkOg4ywJGQkJCQkJDoOMgAR0JCQkJCQqLjIAMcCQkJCQkJiY6DDHAkJCQkJCQkOg4ywJGQkJCQkJDoOMgAR0JCQkJCQqLjIAMcCQkJCQkJiY6DDHAkJCQkJCQkOg7/PxTg4QicQ+P4AAAAAElFTkSuQmCC", + "image/png": 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", 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" ] @@ -782,7 +769,8 @@ "xx, f = two_freq_sine(npts)\n", "\n", "fig, ax = plt.subplots()\n", - "ax.plot(xx, f)" + "ax.plot(xx, f)\n", + "# alt-text: a plot showing a two-mode sine wave" ] }, { @@ -825,7 +813,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 25, @@ -834,7 +822,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -847,7 +835,8 @@ "fig, ax = plt.subplots()\n", "ax.plot(kfreq, fk.real, label=\"real\")\n", "ax.plot(kfreq, fk.imag, \":\", label=\"imaginary\")\n", - "ax.legend(frameon=False)" + "ax.legend(frameon=False)\n", + "# alt-text: the FFT of our two-mode sine-wave showing two spikes" ] }, { @@ -863,11 +852,7 @@ "metadata": {}, "outputs": [], "source": [ - "fk[kfreq > 0.4] = 0.0\n", - "\n", - "# element 0 of fk is the DC component \n", - "fk_r = fk.real\n", - "fk_i = fk.imag" + "fk[kfreq > 0.4] = 0.0" ] }, { @@ -895,7 +880,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 28, @@ -904,7 +889,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -915,7 +900,8 @@ ], "source": [ "fig, ax = plt.subplots()\n", - "ax.plot(xx, fkinv.real)" + "ax.plot(xx, fkinv.real)\n", + "# alt-text: a plot of a single-mode sine wave" ] }, { @@ -1258,7 +1244,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 36, @@ -1267,7 +1253,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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" ] @@ -1278,7 +1264,8 @@ ], "source": [ "fig, ax = plt.subplots()\n", - "ax.plot(x[1:N-1], sol)" + "ax.plot(x[1:N-1], sol)\n", + "# alt-text: a plot showing a function that looks approximately like -sin(x)" ] }, { @@ -1305,7 +1292,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.2" + "version": "3.14.3" } }, "nbformat": 4, diff --git a/content/05-scipy/scipy-basics.ipynb b/content/05-scipy/scipy-basics.ipynb index 0bd91e9f..cd7e48fd 100644 --- a/content/05-scipy/scipy-basics.ipynb +++ b/content/05-scipy/scipy-basics.ipynb @@ -122,9 +122,439 @@ "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on function quad in module scipy.integrate._quadpack_py:\n", + "\n", + "quad(\n", + " func,\n", + " a,\n", + " b,\n", + " args=(),\n", + " full_output=0,\n", + " epsabs=1.49e-08,\n", + " epsrel=1.49e-08,\n", + " limit=50,\n", + " points=None,\n", + " weight=None,\n", + " wvar=None,\n", + " wopts=None,\n", + " maxp1=50,\n", + " limlst=50,\n", + " complex_func=False\n", + ")\n", + " Compute a definite integral.\n", + "\n", + " Integrate func from `a` to `b` (possibly infinite interval) using a\n", + " technique from the Fortran library QUADPACK.\n", + "\n", + " Parameters\n", + " ----------\n", + " func : {function, scipy.LowLevelCallable}\n", + " A Python function or method to integrate. If `func` takes many\n", + " arguments, it is integrated along the axis corresponding to the\n", + " first argument.\n", + "\n", + " If the user desires improved integration performance, then `f` may\n", + " be a `scipy.LowLevelCallable` with one of the signatures::\n", + "\n", + " double func(double x)\n", + " double func(double x, void *user_data)\n", + " double func(int n, double *xx)\n", + " double func(int n, double *xx, void *user_data)\n", + "\n", + " The ``user_data`` is the data contained in the `scipy.LowLevelCallable`.\n", + " In the call forms with ``xx``, ``n`` is the length of the ``xx``\n", + " array which contains ``xx[0] == x`` and the rest of the items are\n", + " numbers contained in the ``args`` argument of quad.\n", + "\n", + " In addition, certain ctypes call signatures are supported for\n", + " backward compatibility, but those should not be used in new code.\n", + " a : float\n", + " Lower limit of integration (use -numpy.inf for -infinity).\n", + " b : float\n", + " Upper limit of integration (use numpy.inf for +infinity).\n", + " args : tuple, optional\n", + " Extra arguments to pass to `func`.\n", + " full_output : int, optional\n", + " Non-zero to return a dictionary of integration information.\n", + " If non-zero, warning messages are also suppressed and the\n", + " message is appended to the output tuple.\n", + " complex_func : bool, optional\n", + " Indicate if the function's (`func`) return type is real\n", + " (``complex_func=False``: default) or complex (``complex_func=True``).\n", + " In both cases, the function's argument is real.\n", + " If full_output is also non-zero, the `infodict`, `message`, and\n", + " `explain` for the real and complex components are returned in\n", + " a dictionary with keys \"real output\" and \"imag output\".\n", + "\n", + " Returns\n", + " -------\n", + " y : float\n", + " The integral of func from `a` to `b`.\n", + " abserr : float\n", + " An estimate of the absolute error in the result.\n", + " infodict : dict\n", + " A dictionary containing additional information.\n", + " message\n", + " A convergence message.\n", + " explain\n", + " Appended only with 'cos' or 'sin' weighting and infinite\n", + " integration limits, it contains an explanation of the codes in\n", + " infodict['ierlst']\n", + "\n", + " Other Parameters\n", + " ----------------\n", + " epsabs : float or int, optional\n", + " Absolute error tolerance. Default is 1.49e-8. `quad` tries to obtain\n", + " an accuracy of ``abs(i-result) <= max(epsabs, epsrel*abs(i))``\n", + " where ``i`` = integral of `func` from `a` to `b`, and ``result`` is the\n", + " numerical approximation. See `epsrel` below.\n", + " epsrel : float or int, optional\n", + " Relative error tolerance. Default is 1.49e-8.\n", + " If ``epsabs <= 0``, `epsrel` must be greater than both 5e-29\n", + " and ``50 * (machine epsilon)``. See `epsabs` above.\n", + " limit : float or int, optional\n", + " An upper bound on the number of subintervals used in the adaptive\n", + " algorithm.\n", + " points : (sequence of floats,ints), optional\n", + " A sequence of break points in the bounded integration interval\n", + " where local difficulties of the integrand may occur (e.g.,\n", + " singularities, discontinuities). The sequence does not have\n", + " to be sorted. Note that this option cannot be used in conjunction\n", + " with ``weight``.\n", + " weight : float or int, optional\n", + " String indicating weighting function. Full explanation for this\n", + " and the remaining arguments can be found below.\n", + " wvar : optional\n", + " Variables for use with weighting functions.\n", + " wopts : optional\n", + " Optional input for reusing Chebyshev moments.\n", + " maxp1 : float or int, optional\n", + " An upper bound on the number of Chebyshev moments.\n", + " limlst : int, optional\n", + " Upper bound on the number of cycles (>=3) for use with a sinusoidal\n", + " weighting and an infinite end-point.\n", + "\n", + " See Also\n", + " --------\n", + " dblquad : double integral\n", + " tplquad : triple integral\n", + " nquad : n-dimensional integrals (uses `quad` recursively)\n", + " fixed_quad : fixed-order Gaussian quadrature\n", + " simpson : integrator for sampled data\n", + " romb : integrator for sampled data\n", + " scipy.special : for coefficients and roots of orthogonal polynomials\n", + "\n", + " Notes\n", + " -----\n", + " For valid results, the integral must converge; behavior for divergent\n", + " integrals is not guaranteed.\n", + "\n", + " **Extra information for quad() inputs and outputs**\n", + "\n", + " If full_output is non-zero, then the third output argument\n", + " (infodict) is a dictionary with entries as tabulated below. For\n", + " infinite limits, the range is transformed to (0,1) and the\n", + " optional outputs are given with respect to this transformed range.\n", + " Let M be the input argument limit and let K be infodict['last'].\n", + " The entries are:\n", + "\n", + " 'neval'\n", + " The number of function evaluations.\n", + " 'last'\n", + " The number, K, of subintervals produced in the subdivision process.\n", + " 'alist'\n", + " A rank-1 array of length M, the first K elements of which are the\n", + " left end points of the subintervals in the partition of the\n", + " integration range.\n", + " 'blist'\n", + " A rank-1 array of length M, the first K elements of which are the\n", + " right end points of the subintervals.\n", + " 'rlist'\n", + " A rank-1 array of length M, the first K elements of which are the\n", + " integral approximations on the subintervals.\n", + " 'elist'\n", + " A rank-1 array of length M, the first K elements of which are the\n", + " moduli of the absolute error estimates on the subintervals.\n", + " 'iord'\n", + " A rank-1 integer array of length M, the first L elements of\n", + " which are pointers to the error estimates over the subintervals\n", + " with ``L=K`` if ``K<=M/2+2`` or ``L=M+1-K`` otherwise. Let I be the\n", + " sequence ``infodict['iord']`` and let E be the sequence\n", + " ``infodict['elist']``. Then ``E[I[1]], ..., E[I[L]]`` forms a\n", + " decreasing sequence.\n", + "\n", + " If the input argument points is provided (i.e., it is not None),\n", + " the following additional outputs are placed in the output\n", + " dictionary. Assume the points sequence is of length P.\n", + "\n", + " 'pts'\n", + " A rank-1 array of length P+2 containing the integration limits\n", + " and the break points of the intervals in ascending order.\n", + " This is an array giving the subintervals over which integration\n", + " will occur.\n", + " 'level'\n", + " A rank-1 integer array of length M (=limit), containing the\n", + " subdivision levels of the subintervals, i.e., if (aa,bb) is a\n", + " subinterval of ``(pts[1], pts[2])`` where ``pts[0]`` and ``pts[2]``\n", + " are adjacent elements of ``infodict['pts']``, then (aa,bb) has level l\n", + " if ``|bb-aa| = |pts[2]-pts[1]| * 2**(-l)``.\n", + " 'ndin'\n", + " A rank-1 integer array of length P+2. After the first integration\n", + " over the intervals (pts[1], pts[2]), the error estimates over some\n", + " of the intervals may have been increased artificially in order to\n", + " put their subdivision forward. This array has ones in slots\n", + " corresponding to the subintervals for which this happens.\n", + "\n", + " **Weighting the integrand**\n", + "\n", + " The input variables, *weight* and *wvar*, are used to weight the\n", + " integrand by a select list of functions. Different integration\n", + " methods are used to compute the integral with these weighting\n", + " functions, and these do not support specifying break points. The\n", + " possible values of weight and the corresponding weighting functions are.\n", + "\n", + " ========== =================================== =====================\n", + " ``weight`` Weight function used ``wvar``\n", + " ========== =================================== =====================\n", + " 'cos' cos(w*x) wvar = w\n", + " 'sin' sin(w*x) wvar = w\n", + " 'alg' g(x) = ((x-a)**alpha)*((b-x)**beta) wvar = (alpha, beta)\n", + " 'alg-loga' g(x)*log(x-a) wvar = (alpha, beta)\n", + " 'alg-logb' g(x)*log(b-x) wvar = (alpha, beta)\n", + " 'alg-log' g(x)*log(x-a)*log(b-x) wvar = (alpha, beta)\n", + " 'cauchy' 1/(x-c) wvar = c\n", + " ========== =================================== =====================\n", + "\n", + " wvar holds the parameter w, (alpha, beta), or c depending on the weight\n", + " selected. In these expressions, a and b are the integration limits.\n", + "\n", + " For the 'cos' and 'sin' weighting, additional inputs and outputs are\n", + " available.\n", + "\n", + " For weighted integrals with finite integration limits, the integration\n", + " is performed using a Clenshaw-Curtis method, which uses Chebyshev moments.\n", + " For repeated calculations, these moments are saved in the output dictionary:\n", + "\n", + " 'momcom'\n", + " The maximum level of Chebyshev moments that have been computed,\n", + " i.e., if ``M_c`` is ``infodict['momcom']`` then the moments have been\n", + " computed for intervals of length ``|b-a| * 2**(-l)``,\n", + " ``l=0,1,...,M_c``.\n", + " 'nnlog'\n", + " A rank-1 integer array of length M(=limit), containing the\n", + " subdivision levels of the subintervals, i.e., an element of this\n", + " array is equal to l if the corresponding subinterval is\n", + " ``|b-a|* 2**(-l)``.\n", + " 'chebmo'\n", + " A rank-2 array of shape (25, maxp1) containing the computed\n", + " Chebyshev moments. These can be passed on to an integration\n", + " over the same interval by passing this array as the second\n", + " element of the sequence wopts and passing infodict['momcom'] as\n", + " the first element.\n", + "\n", + " If one of the integration limits is infinite, then a Fourier integral is\n", + " computed (assuming w neq 0). If full_output is 1 and a numerical error\n", + " is encountered, besides the error message attached to the output tuple,\n", + " a dictionary is also appended to the output tuple which translates the\n", + " error codes in the array ``info['ierlst']`` to English messages. The\n", + " output information dictionary contains the following entries instead of\n", + " 'last', 'alist', 'blist', 'rlist', and 'elist':\n", + "\n", + " 'lst'\n", + " The number of subintervals needed for the integration (call it ``K_f``).\n", + " 'rslst'\n", + " A rank-1 array of length M_f=limlst, whose first ``K_f`` elements\n", + " contain the integral contribution over the interval\n", + " ``(a+(k-1)c, a+kc)`` where ``c = (2*floor(|w|) + 1) * pi / |w|``\n", + " and ``k=1,2,...,K_f``.\n", + " 'erlst'\n", + " A rank-1 array of length ``M_f`` containing the error estimate\n", + " corresponding to the interval in the same position in\n", + " ``infodict['rslist']``.\n", + " 'ierlst'\n", + " A rank-1 integer array of length ``M_f`` containing an error flag\n", + " corresponding to the interval in the same position in\n", + " ``infodict['rslist']``. See the explanation dictionary (last entry\n", + " in the output tuple) for the meaning of the codes.\n", + "\n", + "\n", + " **Details of QUADPACK level routines**\n", + "\n", + " `quad` calls routines from the FORTRAN library QUADPACK. This section\n", + " provides details on the conditions for each routine to be called and a\n", + " short description of each routine. The routine called depends on\n", + " `weight`, `points` and the integration limits `a` and `b`.\n", + "\n", + " ================ ============== ========== =====================\n", + " QUADPACK routine `weight` `points` infinite bounds\n", + " ================ ============== ========== =====================\n", + " qagse None No No\n", + " qagie None No Yes\n", + " qagpe None Yes No\n", + " qawoe 'sin', 'cos' No No\n", + " qawfe 'sin', 'cos' No either `a` or `b`\n", + " qawse 'alg*' No No\n", + " qawce 'cauchy' No No\n", + " ================ ============== ========== =====================\n", + "\n", + " The following provides a short description from [1]_ for each\n", + " routine.\n", + "\n", + " qagse\n", + " is an integrator based on globally adaptive interval\n", + " subdivision in connection with extrapolation, which will\n", + " eliminate the effects of integrand singularities of\n", + " several types. The integration is performed using a 21-point Gauss-Kronrod\n", + " quadrature within each subinterval.\n", + " qagie\n", + " handles integration over infinite intervals. The infinite range is\n", + " mapped onto a finite interval and subsequently the same strategy as\n", + " in ``QAGS`` is applied.\n", + " qagpe\n", + " serves the same purposes as QAGS, but also allows the\n", + " user to provide explicit information about the location\n", + " and type of trouble-spots i.e. the abscissae of internal\n", + " singularities, discontinuities and other difficulties of\n", + " the integrand function.\n", + " qawoe\n", + " is an integrator for the evaluation of\n", + " :math:`\\int^b_a \\cos(\\omega x)f(x)dx` or\n", + " :math:`\\int^b_a \\sin(\\omega x)f(x)dx`\n", + " over a finite interval [a,b], where :math:`\\omega` and :math:`f`\n", + " are specified by the user. The rule evaluation component is based\n", + " on the modified Clenshaw-Curtis technique\n", + "\n", + " An adaptive subdivision scheme is used in connection\n", + " with an extrapolation procedure, which is a modification\n", + " of that in ``QAGS`` and allows the algorithm to deal with\n", + " singularities in :math:`f(x)`.\n", + " qawfe\n", + " calculates the Fourier transform\n", + " :math:`\\int^\\infty_a \\cos(\\omega x)f(x)dx` or\n", + " :math:`\\int^\\infty_a \\sin(\\omega x)f(x)dx`\n", + " for user-provided :math:`\\omega` and :math:`f`. The procedure of\n", + " ``QAWO`` is applied on successive finite intervals, and convergence\n", + " acceleration by means of the :math:`\\varepsilon`-algorithm is applied\n", + " to the series of integral approximations.\n", + " qawse\n", + " approximate :math:`\\int^b_a w(x)f(x)dx`, with :math:`a < b` where\n", + " :math:`w(x) = (x-a)^{\\alpha}(b-x)^{\\beta}v(x)` with\n", + " :math:`\\alpha,\\beta > -1`, where :math:`v(x)` may be one of the\n", + " following functions: :math:`1`, :math:`\\log(x-a)`, :math:`\\log(b-x)`,\n", + " :math:`\\log(x-a)\\log(b-x)`.\n", + "\n", + " The user specifies :math:`\\alpha`, :math:`\\beta` and the type of the\n", + " function :math:`v`. A globally adaptive subdivision strategy is\n", + " applied, with modified Clenshaw-Curtis integration on those\n", + " subintervals which contain `a` or `b`.\n", + " qawce\n", + " compute :math:`\\int^b_a f(x) / (x-c)dx` where the integral must be\n", + " interpreted as a Cauchy principal value integral, for user specified\n", + " :math:`c` and :math:`f`. The strategy is globally adaptive. Modified\n", + " Clenshaw-Curtis integration is used on those intervals containing the\n", + " point :math:`x = c`.\n", + "\n", + " **Integration of Complex Function of a Real Variable**\n", + "\n", + " A complex valued function, :math:`f`, of a real variable can be written as\n", + " :math:`f = g + ih`. Similarly, the integral of :math:`f` can be\n", + " written as\n", + "\n", + " .. math::\n", + " \\int_a^b f(x) dx = \\int_a^b g(x) dx + i\\int_a^b h(x) dx\n", + "\n", + " assuming that the integrals of :math:`g` and :math:`h` exist\n", + " over the interval :math:`[a,b]` [2]_. Therefore, ``quad`` integrates\n", + " complex-valued functions by integrating the real and imaginary components\n", + " separately.\n", + "\n", + "\n", + " References\n", + " ----------\n", + "\n", + " .. [1] Piessens, Robert; de Doncker-Kapenga, Elise;\n", + " Überhuber, Christoph W.; Kahaner, David (1983).\n", + " QUADPACK: A subroutine package for automatic integration.\n", + " Springer-Verlag.\n", + " ISBN 978-3-540-12553-2.\n", + "\n", + " .. [2] McCullough, Thomas; Phillips, Keith (1973).\n", + " Foundations of Analysis in the Complex Plane.\n", + " Holt Rinehart Winston.\n", + " ISBN 0-03-086370-8\n", + "\n", + " Examples\n", + " --------\n", + " Calculate :math:`\\int^4_0 x^2 dx` and compare with an analytic result\n", + "\n", + " >>> from scipy import integrate\n", + " >>> import numpy as np\n", + " >>> x2 = lambda x: x**2\n", + " >>> integrate.quad(x2, 0, 4)\n", + " (21.333333333333332, 2.3684757858670003e-13)\n", + " >>> print(4**3 / 3.) # analytical result\n", + " 21.3333333333\n", + "\n", + " Calculate :math:`\\int^\\infty_0 e^{-x} dx`\n", + "\n", + " >>> invexp = lambda x: np.exp(-x)\n", + " >>> integrate.quad(invexp, 0, np.inf)\n", + " (1.0, 5.842605999138044e-11)\n", + "\n", + " Calculate :math:`\\int^1_0 a x \\,dx` for :math:`a = 1, 3`\n", + "\n", + " >>> f = lambda x, a: a*x\n", + " >>> y, err = integrate.quad(f, 0, 1, args=(1,))\n", + " >>> y\n", + " 0.5\n", + " >>> y, err = integrate.quad(f, 0, 1, args=(3,))\n", + " >>> y\n", + " 1.5\n", + "\n", + " Calculate :math:`\\int^1_0 x^2 + y^2 dx` with ctypes, holding\n", + " y parameter as 1::\n", + "\n", + " testlib.c =>\n", + " double func(int n, double args[n]){\n", + " return args[0]*args[0] + args[1]*args[1];}\n", + " compile to library testlib.*\n", + "\n", + " ::\n", + "\n", + " from scipy import integrate\n", + " import ctypes\n", + " lib = ctypes.CDLL('/home/.../testlib.*') #use absolute path\n", + " lib.func.restype = ctypes.c_double\n", + " lib.func.argtypes = (ctypes.c_int,ctypes.c_double)\n", + " integrate.quad(lib.func,0,1,(1))\n", + " #(1.3333333333333333, 1.4802973661668752e-14)\n", + " print((1.0**3/3.0 + 1.0) - (0.0**3/3.0 + 0.0)) #Analytic result\n", + " # 1.3333333333333333\n", + "\n", + " Be aware that pulse shapes and other sharp features as compared to the\n", + " size of the integration interval may not be integrated correctly using\n", + " this method. A simplified example of this limitation is integrating a\n", + " y-axis reflected step function with many zero values within the integrals\n", + " bounds.\n", + "\n", + " >>> y = lambda x: 1 if x<=0 else 0\n", + " >>> integrate.quad(y, -1, 1)\n", + " (1.0, 1.1102230246251565e-14)\n", + " >>> integrate.quad(y, -1, 100)\n", + " (1.0000000002199108, 1.0189464580163188e-08)\n", + " >>> integrate.quad(y, -1, 10000)\n", + " (0.0, 0.0)\n", + "\n" + ] + } + ], "source": [ - "#help(integrate.quad)" + "help(integrate.quad)" ] }, { @@ -147,10 +577,20 @@ "3.141592653589793\n", "3.4878684980086318e-15\n" ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_424071/932417219.py:1: IntegrationWarning: The occurrence of roundoff error is detected, which prevents \n", + " the requested tolerance from being achieved. The error may be \n", + " underestimated.\n", + " I, err = integrate.quad(f, 0.0, 2.0*np.pi, epsabs=1.e-16, epsrel=1.e-16)\n" + ] } ], "source": [ - "I, err = integrate.quad(f, 0.0, 2.0*np.pi, epsabs=1.e-14, epsrel=1.e-14)\n", + "I, err = integrate.quad(f, 0.0, 2.0*np.pi, epsabs=1.e-16, epsrel=1.e-16)\n", "print(I)\n", "print(err)" ] @@ -514,7 +954,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 18, @@ -523,7 +963,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -538,7 +978,8 @@ "x_fine = np.linspace(0, 20, 10*N)\n", "\n", "ax.scatter(x, y)\n", - "ax.plot(x_fine, f_exact(x_fine), ls=\":\", label=\"original function\")" + "ax.plot(x_fine, f_exact(x_fine), ls=\":\", label=\"original function\")\n", + "# alt-text: a figure showing data points and an interpolant passing through them" ] }, { @@ -552,33 +993,229 @@ "cell_type": "code", "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on class interp1d in module scipy.interpolate._interpolate:\n", + "\n", + "class interp1d(scipy.interpolate._polyint._Interpolator1D)\n", + " | interp1d(\n", + " | x,\n", + " | y,\n", + " | kind='linear',\n", + " | axis=-1,\n", + " | copy=True,\n", + " | bounds_error=None,\n", + " | fill_value=nan,\n", + " | assume_sorted=False\n", + " | )\n", + " |\n", + " | Interpolate a 1-D function (legacy).\n", + " |\n", + " | .. legacy:: class\n", + " |\n", + " | For a guide to the intended replacements for `interp1d` see\n", + " | :ref:`tutorial-interpolate_1Dsection`.\n", + " |\n", + " | `x` and `y` are arrays of values used to approximate some function f:\n", + " | ``y = f(x)``. This class returns a function whose call method uses\n", + " | interpolation to find the value of new points.\n", + " |\n", + " | Parameters\n", + " | ----------\n", + " | x : (npoints, ) array_like\n", + " | A 1-D array of real values.\n", + " | y : (..., npoints, ...) array_like\n", + " | A N-D array of real values. The length of `y` along the interpolation\n", + " | axis must be equal to the length of `x`. Use the ``axis`` parameter\n", + " | to select correct axis. Unlike other interpolators, the default\n", + " | interpolation axis is the last axis of `y`.\n", + " | kind : str or int, optional\n", + " | Specifies the kind of interpolation as a string or as an integer\n", + " | specifying the order of the spline interpolator to use.\n", + " | The string has to be one of 'linear', 'nearest', 'nearest-up', 'zero',\n", + " | 'slinear', 'quadratic', 'cubic', 'previous', or 'next'. 'zero',\n", + " | 'slinear', 'quadratic' and 'cubic' refer to a spline interpolation of\n", + " | zeroth, first, second or third order; 'previous' and 'next' simply\n", + " | return the previous or next value of the point; 'nearest-up' and\n", + " | 'nearest' differ when interpolating half-integers (e.g. 0.5, 1.5)\n", + " | in that 'nearest-up' rounds up and 'nearest' rounds down. Default\n", + " | is 'linear'.\n", + " | axis : int, optional\n", + " | Axis in the ``y`` array corresponding to the x-coordinate values. Unlike\n", + " | other interpolators, defaults to ``axis=-1``.\n", + " | copy : bool, optional\n", + " | If ``True``, the class makes internal copies of x and y. If ``False``,\n", + " | references to ``x`` and ``y`` are used if possible. The default is to copy.\n", + " | bounds_error : bool, optional\n", + " | If True, a ValueError is raised any time interpolation is attempted on\n", + " | a value outside of the range of x (where extrapolation is\n", + " | necessary). If False, out of bounds values are assigned `fill_value`.\n", + " | By default, an error is raised unless ``fill_value=\"extrapolate\"``.\n", + " | fill_value : array-like or (array-like, array_like) or \"extrapolate\", optional\n", + " | - if a ndarray (or float), this value will be used to fill in for\n", + " | requested points outside of the data range. If not provided, then\n", + " | the default is NaN. The array-like must broadcast properly to the\n", + " | dimensions of the non-interpolation axes.\n", + " | - If a two-element tuple, then the first element is used as a\n", + " | fill value for ``x_new < x[0]`` and the second element is used for\n", + " | ``x_new > x[-1]``. Anything that is not a 2-element tuple (e.g.,\n", + " | list or ndarray, regardless of shape) is taken to be a single\n", + " | array-like argument meant to be used for both bounds as\n", + " | ``below, above = fill_value, fill_value``. Using a two-element tuple\n", + " | or ndarray requires ``bounds_error=False``.\n", + " |\n", + " | .. versionadded:: 0.17.0\n", + " | - If \"extrapolate\", then points outside the data range will be\n", + " | extrapolated.\n", + " |\n", + " | .. versionadded:: 0.17.0\n", + " | assume_sorted : bool, optional\n", + " | If False, values of `x` can be in any order and they are sorted first.\n", + " | If True, `x` has to be an array of monotonically increasing values.\n", + " |\n", + " | Attributes\n", + " | ----------\n", + " | fill_value\n", + " |\n", + " | Methods\n", + " | -------\n", + " | __call__\n", + " |\n", + " | See Also\n", + " | --------\n", + " | splrep, splev\n", + " | Spline interpolation/smoothing based on FITPACK.\n", + " | UnivariateSpline : An object-oriented wrapper of the FITPACK routines.\n", + " | interp2d : 2-D interpolation\n", + " |\n", + " | Notes\n", + " | -----\n", + " | Calling `interp1d` with NaNs present in input values results in\n", + " | undefined behaviour.\n", + " |\n", + " | Input values `x` and `y` must be convertible to `float` values like\n", + " | `int` or `float`.\n", + " |\n", + " | If the values in `x` are not unique, the resulting behavior is\n", + " | undefined and specific to the choice of `kind`, i.e., changing\n", + " | `kind` will change the behavior for duplicates.\n", + " |\n", + " |\n", + " | Examples\n", + " | --------\n", + " | >>> import numpy as np\n", + " | >>> import matplotlib.pyplot as plt\n", + " | >>> from scipy import interpolate\n", + " | >>> x = np.arange(0, 10)\n", + " | >>> y = np.exp(-x/3.0)\n", + " | >>> f = interpolate.interp1d(x, y)\n", + " |\n", + " | >>> xnew = np.arange(0, 9, 0.1)\n", + " | >>> ynew = f(xnew) # use interpolation function returned by `interp1d`\n", + " | >>> plt.plot(x, y, 'o', xnew, ynew, '-')\n", + " | >>> plt.show()\n", + " |\n", + " | Method resolution order:\n", + " | interp1d\n", + " | scipy.interpolate._polyint._Interpolator1D\n", + " | builtins.object\n", + " |\n", + " | Methods defined here:\n", + " |\n", + " | __init__(\n", + " | self,\n", + " | x,\n", + " | y,\n", + " | kind='linear',\n", + " | axis=-1,\n", + " | copy=True,\n", + " | bounds_error=None,\n", + " | fill_value=nan,\n", + " | assume_sorted=False\n", + " | )\n", + " | Initialize a 1-D linear interpolation class.\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Data descriptors defined here:\n", + " |\n", + " | __dict__\n", + " | dictionary for instance variables\n", + " |\n", + " | __weakref__\n", + " | list of weak references to the object\n", + " |\n", + " | fill_value\n", + " | The fill value.\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Methods inherited from scipy.interpolate._polyint._Interpolator1D:\n", + " |\n", + " | __call__(self, x)\n", + " | Evaluate the interpolant\n", + " |\n", + " | Parameters\n", + " | ----------\n", + " | x : array_like\n", + " | Point or points at which to evaluate the interpolant.\n", + " |\n", + " | Returns\n", + " | -------\n", + " | y : array_like\n", + " | Interpolated values. Shape is determined by replacing\n", + " | the interpolation axis in the original array with the shape of `x`.\n", + " |\n", + " | Notes\n", + " | -----\n", + " | Input values `x` must be convertible to `float` values like `int`\n", + " | or `float`.\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Data descriptors inherited from scipy.interpolate._polyint._Interpolator1D:\n", + " |\n", + " | dtype\n", + "\n" + ] + } + ], "source": [ - "f_interp = interpolate.interp1d(x, y, kind=\"cubic\")" + "help(interpolate.interp1d)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, + "outputs": [], + "source": [ + "f_interp = interpolate.interp1d(x, y, kind=\"nearest\")" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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8md69e7Ns2TI6dOiAk5MTAN9//z0vvvgiH330Ed26dWPHjh3cf//9uLu7c9ddd1U89jPPPMO7775Lt27dcHFxYcmSJeTn5/Paa6/x7bff4uTkxEMPPcTNN99c0ZL/jz/+4LHHHuODDz5g+PDhLFq0iLvvvpuQkBCGDh1a42vw9PRk7ty5BAcHs2fPHu6//348PT15+umnK46Jj49nwYIFLFq0iHPnznHjjTfyxhtv8NprrzFr1iwOHz5Mx44defnllwHw8/O76H9TIYQQtSgsm/ZxdAcHJ4uG0rwSFRt2xRVX8NBDD0HZyMT777/PypUradu2bcWbta+vL4GBgRXnTJ8+nXfffZdrr70WykZe9u/fz2effVYtUZk8eXLFMeVKSkr46KOP6NOnDwDffPMN7du3r0iK3nnnHSZMmFAR05QpU9i4cSPvvPNOrYnK888/X3E9IiKCJ598kvnz51dLVAwGA3PnzsXT0xOAO+64g+XLl/Paa6+h0+lwcnLCzc2t2usUQghx6faezsLd2YEwHze0VlJIS7NLVBzd1JENSz33JejcuXPFdUVRCAwMJDU1tdbj8/LyiI+P59577+X++++vuL20tBSdTlft2J49e15wvoODA7169ar4vl27dnh7e3PgwAF69+7NgQMH+N///lftnAEDBjBr1qxaY/rpp5/48MMPiY+PJzc3l9LSUry8vKodExERUZGkAAQFBdX5OoUQQjSOZ//Yw+5TWXxyW3eucJVExTIU5ZKmXyzp/AJXRVEwGAy1Hp+bmwvAF198UTEqUk6r1Vb73t3d/P8mcXFx3HbbbcyYMYNRo0ah0+mYP38+7777brXjGvo6hRBCNA4XRy0ujhraBnpCsnWs+KHZJSp2qrwmRa/XV9wWEBBAcHAwx44d47bbbmvwY5aWlrJ161Z69+4NwKFDh8jMzKR9+/YAtG/fnvXr11ebQlq/fj2xsbE1Pt6GDRsIDw/nueeeq7jtxIkTDY7Lycmp2usUQgjROH5+oB96gxGNAiSUj6hYPlEx66qfNWvWMHbsWIKDg2ts/jVhwoSK1RvlX6NHjzZnSHbJ398fV1dXFi9eTEpKCllZ6pKyGTNmMHPmTD788EMOHz7Mnj17mDNnDu+99169j+no6MgjjzzCpk2b2LZtGxMmTKBv374VictTTz3F3LlzmT17NkeOHOG9997j999/58knn6zx8Vq3bk1iYiLz588nPj6eDz/8kD/++KPBrzUiIoJNmzZx/Phx0tLSZLRFCCEakVajvhdX9lCx/NSPWROVvLw8unTpwscff1zrMaNHjyYpKani68cffzRnSHbJwcGBDz/8kM8++4zg4GDGjRsHwH333ceXX37JnDlz6NSpE4MHD2bu3LkVy5nr4ubmxtSpU7n11lsZMGAAHh4e/PTTTxX3jx8/nlmzZvHOO+/QoUMHPvvsM+bMmVNtaXRVV199NY8//jgPP/wwXbt2ZcOGDbzwwgsNfq1PPvkkWq2W2NhY/Pz8SExMbPBjCCGEqEf5qh8LL00GUIzGBjb4uNgnUhT++OMPxo8fX3HbhAkTyMzMvKQ269nZ2eh0OrKysi4ozBQXZ+7cuUyePJnMzExLhyKEEKIJvPTXPhLS8nhwcDT9on1hwUOw83sYNh0GTTHLc5r6/m3xhm+rVq3C39+ftm3bMnHiRNLT0+s8vqioiOzs7GpfQgghhLh464+msfrwWYpKy2oAZXmyavTo0Vx77bVERkYSHx/Ps88+y5gxY4iLi7tgZUq5mTNnMmPGjCaPVQghhLBXb17fmQNJ2XQOKZvqsZJ9frD01M/5jh07RnR0NMuWLWPYsGE1HlNUVERRUVHF99nZ2YSGhsrUjxBCCNFYPu4LZw/AnX9CVM21h5fKZqZ+qoqKiqJly5YcPXq01mOcnZ3x8vKq9iWEEEKIRiRTPzU7deoU6enpBAUFWToUIYQQolnYdCyd/BI9nVvp8PVwVm+0olU/Zh1Ryc3NZefOnezcuROAhIQEdu7cSWJiIrm5uTz11FNs3LiR48ePs3z5csaNG0dMTAyjRo0yZ1hCCCGEKPP5mmPcPWcLf+9JUm8oKYDSQvW6vY+obN26tdoGdVOmqEuc7rrrLmbPns3u3bv55ptvyMzMJDg4mJEjR/LKK6/g7OxszrCEEEIIUSbM1402AR60DyorpSif9lG04OxZ57lNwayJypAhQ6irVnfJkiXmfHohhBBC1GP62A7Vb6i64kdRLBJTVVZVoyKEEMKyNh5LZ8GO07QJ8OT2vuE4OVjVmgvRFKyokBZJVIQQQlRVUKLn9+2ncXHUcPeACEuHI8zMaDSqe/tUZWWJiqTKQgghKgxt688LY2O5q39ExRtYdmEJT/y8i9WHz1o6PNHIXll0gCFvr+TnLScrb7SiFT/IiIoQQojVh8/SuZWOFu5OANzRN7za/V+sOcZv20+xIT6NVU8Nwdmh5s7hwvYcTM7meHo+VB1UsbIRFUlUhBCiGVuyL5mHvt9O2wBP5j/QFy8XxwuOeWhIDHtPZzFpaIwkKXbmw1u6cSg5h9b+HpU3SqIihBDCWkT7edDCzZF2gZ64O9X8luDqpGXO3b2bOjTRBFp6ONMy5ryWIFa0zw+SqAghRPMW4+/Bnw8PJNDLBa3GtKWo6blFFOsNBOlczR6fsAArG1GRYlohhGjmWnm7mpykbE7IYNQHa3ls/k70hibZ01aYyYajacxdn8CBpOzqd0iiIoQQwtL+b/kR/tp1psHJRqCXCwXFpSRnFXIoOcds8Qnz+2vXGV5auJ9/ylvnl5NVP0IIISzpdGYBs5YfodRgJNzHjS6hpr8hhfm68d+UwQR5uaAxcRRGWKeOrXSMzCumR/h5IydWNqIiiYoQQjQzHs4OPDqsNYeScxqUpJRr5S21Kfbg9r7h3H7eUnSQREUIIYSF6VwdeXRY60t+HKPRSFJWIcGSuNgPgx4Ky2pWrGTVj9SoCCGEaLBT5/IZ8f4arvhwLUWlekuHIxqouNRAqd5w4R2FWUBZ3ZKV1KhIoiKEEM1EdmEJU37eyb4zWZf8WEE6V3ILSyks0bP/TLYJZwhr8veeM7R/cTFTftpZ/Y7yaR8nD3Bwskhs55OpHyGEaCa+izvB79tPs/d0FksmX3bhZnQNoNUofHZHDyL93GvsZiusW0JaPiV6I86O53UatrIVP0iiIoQQzUeP8Bbc3CuUy9r4XVKSUu5iCnGFdZg8rDU39Qq98A4rK6RFEhUhhGg++kb50jfK1yyPXaI34KiVagJbodEoNa/esrL2+UiNihBCiEtxOrOA+7/dyphZazEapVOtzasYUZFERQghRBMxGo38vOUkSVkFjf7Y3q6OrD+axtHUXPZJUa1NSM8t4uWF+/lhU+KFd1aMqMjUjxBCiCZyOCWXp3/bjbODhp0vjsTVSWvCWaZxd3bgres70zbAk9YBno32uMJ8jqTm8vX6BMJ93bi1T1j1O6VGRQghRFPLKy6lV0QLdK5OjZqklLuqc3CjP6Ywn5YeTtw3MBJ35xpSAFn1I4QQoql1D2vBLw/2r7nBl2h2Yvw9ef6q2JrvlBEVIYQQluJgxlU5+89k88eOU4S0cOOu/hFmex5hZlaYqEgxrRBC2LHTmQWUNMFIyqGUbL5Ym8Av206a/bnEpUnOKkRvqGWFlhUuT5YRFSGEsGOTvt/OsbO5zL69BwNiWprteQbEtOTGniEMau1ntucQl05vMDLorRUoisKap4YSqHOpfoAVjqhIoiKEEHYqr6iU05kF5BSV0trfw6zP5e/pwlvXdzHrc4hLl5JdWHHd39P5wgMkURFCCNFU3J0d2DhtGAeSsvH3cjHhDGHvgr1dOfjKGFJzCtFozttGoaQA9EXqdSta9SM1KkIIYce0GoWOrXQ131lSAHt+hQOLKj9JX6KU7EIW7T7TKI8lzEOrUQjS1dQ+v+x3QNGCs/X0xJERFSGEsENGo7H2jQf1JbDze1j1JuSUJxUKBHWGiEEQMxyihkADNy4sKNYz8M0VlOiNdGqlI9zX/dJfiGg6VdvnN8KmlY1FEhUhhLBDv20/zbdxx7mrXwTX9QhRbzQYYN/vsPI1yDim3ubVCpzcIe0wJO1Sv+I+gl73w5i3QGP6wLurk5ae4T7kFZdyLr+EcPPsfyguwXtLD1NQXMrNvcOI9juvbik/Xb10M1/R9cWQREUIIezQhvg0dp/KIv5srnqDwQA/3wEHF6nfu7WEy56CHhPA0QVykiFhLRxbCTt/gC1fqPUKV81qULLy3b29zdqvRVya37ad4nRmASM7BBJ9/gKtvDT10s26MkxJVIQQwg49MbIt/aJ86RRSVp+y8WM1SdE6w+CnoM9EcK7yidozEDrfoH5FXgYLJsL2b9VponEfg8a01vuSpFi3iUOiiT+bS8z5oylUHVHxafK46iKJihBC2KFW3q7c0DNU/eb0dlg2Q70+eib0urfuk7vcDFpH+O1+2PUj6Ivhms/U20xkMBgp1htwcWz8vYXExbu9b3jtd+ZnqJfu1jX1I6mvEELYs8Js+PUeMJRA+6uh5z2mndfxOrjxG9A4wt7f4I8HwVhLN9PzfLn2GL1eW8ZX6xIuLXbRtPKtc+pHEhUhhLAzP289yaLdZ8jKL4a/n4BzCaALhas/bNhqjvZj4ebvy5KVX+HAXyad5uSgIT2vmM0JGRf/IkSjO51ZQFJWAYba2udXTP1YV6IiUz9CCGFHjEYj7/53iJTsIpYOPYVuz89qX4zrvry4bqNtRsHAybDmbfj3GYi+vN4eG6M7BtIu0IuuodbTNEzAh8uO8NPWk0wZ0YZHh7W+8AArXfUjIypCCGFHikoNXNEpiOGB+cRsLatLGTINwvpe/IMOegJaRKg9V1bOrPdwf08Xekf64OQgbzHWpLBUj4NGIdzXreYD8qxzRMWsv0Vr1qxh7NixBAcHoygKCxYsqHa/0WjkxRdfJCgoCFdXV4YPH86RI0fMGZIQQtg1F0ct08d24MuYDSgleRDWHwZNubQHdXSFK95Vr2+arfZaETZn1s3dOPDKaEZ3DKz5gPIRFfdmlKjk5eXRpUsXPv744xrvf+utt/jwww/59NNP2bRpE+7u7owaNYrCwsIajxdCCGGC/AzY+aN6/fLnTF5aXKfWw6HDNWA0wKLHwaCv8/DkrEL+b/kR3vj34KU/t2g0jloNzg41/D4YjVZbo2LWRGXMmDG8+uqrXHPNNRfcZzQa+eCDD3j++ecZN24cnTt35ttvv+XMmTMXjLwIIYSon9FoJCEtD+O2uVBaAIGdIHxA4z3BqJng5Amnt8G2uXUemltUwrtLD/PNhuOU6g2NF4Mwj+Lcyg0Jm1OiUpeEhASSk5MZPnx4xW06nY4+ffoQFxdX63lFRUVkZ2dX+xJCCAHxZ3MZ8c4y0lZ8pN7Q96HG3bPFKwguf169vnwG5KbWemhUSw+u6x7Ck6PaUlrbKhPRZNYcPsuD323ju40naj6gfDTFwVXdUsGKWCxRSU5OBiAgIKDa7QEBARX31WTmzJnodLqKr9DQULPHKoQQtuBoai5jHbbgZ0wHd3+1F0pj63UfBHWBwixY806th2k0Cu/e2IV7B0ZK0zcrsOd0Fov3JbMzMbPmA6y0kBZbXPUzbdo0srKyKr5Onjxp6ZCEEMIqjO4QyLuh69Vvet0HDs6N/yRaBxj+knp9x7zKbqbCqg1t68/0sbFc3TW45gOstH0+lkxUAgPVquOUlJRqt6ekpFTcVxNnZ2e8vLyqfQkhRHOmNxiJi09nzcp/0CRtx6h1Nr0D7cWIGgoBHaEkD7bNqfPQ7MIStp04Z75YhElig724e0Akg9ucvxNhmYoVP9bVQwVLJiqRkZEEBgayfPnyituys7PZtGkT/fr1s1RYQghhUxbvTWLgmyu45YuNZK+cBcAi40AWHy8135MqCvR/RL2+6TMoLarxsLTcIjq/9B83fLqB/GIzxiMunZW2z8fciUpubi47d+5k586dUFZAu3PnThITE1EUhcmTJ/Pqq6/y119/sWfPHu68806Cg4MZP368OcMSQgi7sHhvEhPnbScpq5BWnGWMZjMAnxSMYOK87Szem2S+J+9wLXgGQ24K7PmlxkNaejgT6OVCqxaunMmUthOWUqI3sDkhg+SsQoy17ddkpV1pMXcL/a1btzJ06NCK76dMUZsO3XXXXcydO5enn36avLw8/ve//5GZmcnAgQNZvHgxLi4u5gxLCCFsnt5gZMbC/ZS/7dzhsBStYmS9vgMHjGEowIyF+xkRG4hW04grf8o5OEHfB2Hpi7DhI+h6W40rjJY/MRh3Z9mtxZJOnSvgxs/icHXUsv/lUTUfZKU9VDD3iMqQIUMwGo0XfM2dq66/VxSFl19+meTkZAoLC1m2bBlt2rQxZ0hCCGEXNidkkJSljlJo0XOTdhUAX+tHA2AEkrIKzbsxYI8Jal+Vswfg6PIaD5EkxfKyC0oI9XElsqU7Sm3L1fOkmFYIIUQjSs2pnErprTlICyWXdKMnqwxdaz2u0bnooMdd6vUNH5rvecQl6RLqzdqnL2fRIwNrP0iKaYUQQjQmf8/KKfKRmq0ALNd3R4+21uPMos+D6u7MCatr3APIYDDy9K+7GPHeas7m1Fx0K5qGpq4pwOY69SOEEMI8ekf6EKRzQcHICO02AP4z9Ky4XwGCdOouxmblHaruAQRqrcp5NBqFHYmZHEnNZfepWpqNCctrrqt+hBBCmIdWozB9bCztlROEKGnkG51Za+gEZUkKwPSxseYppD1f/4fVy72/1dhW/4mRbfjqrp70jLC++ofm4JEfd/DQ99uIP5tb8wH6UigoSyKtcNWPJCpCCGGjRncMYlbX0wCsMXSmCCcAAnUuzL69O6M7BjVNIMHdoFUPMOphz681xjmsfQA6V8emiUdUMBqNrDiQwj97at+ahoJzZeXXgGuLJovNVFKOLYQQNqx1xhoAYgbdyCz/rvh7qtM9TTKSUlWXW9RdlXfPh34PNe1zi1oZjTDr5m4kZuQT0sK15oPK61NcW6hbJFgZ64tICCGEac4dh5Q9oGiIGXg9MZZcWtrhWlg8TS2oTdkPAbHV7j6QlM2OxEyGtfcnwEt6ZTUVjUZheGxA3QdZcSEtMvUjhBA27OA/6mX4AMv3v3D3hdYj1eu7519w97N/7OHZP/aw8Vh608cm6mbFhbRIoiKEEDbskJqofJzUlqOptRRKNqUuN6uXu38Bg77aXQNjWjIwpiUe0gCuSR1Mzmbr8Qwy84trP8iK2+cjUz9CCGGj8jMwnliPAvyY3Ym7dFYwndJmFLh4Q84ZSFgD0ZVbqDwxsq1FQ2uuvlqbwC/bTjFlRBseHda65oPyrbcrLTKiIoQQNurwYhSjgVL/jrx171XWMVLh4Awdr1Wv77pw+kc0PS9XR0JaqO3za5UnNSpCCAs5f6fUP3ee5ruNJziZkW+xmEQjOfg3AA6xY+kfY0VD9l1uUS8PLISiC6ejDAYjxaWGpo+rmXrhqljWTb2csV2Caz/IitvnI4mKEPYpv7iUl/7ax7N/7Kl2+6erj/HCgr38teuMxWITjaA4v3ITwHZXWjqa6kJ6gU8UlOTBwUXV7nphwV46TF8iv3/WRlb9CCGa2oGkbL6JO86Pm09yKDmn4vbL2rTk2m6teHBwtEXjE5fo2EooLeCcYyDfH/ekqFRvwklNRFGgc1lR7a4fq92l1SgUlOg5lJxtmdhEzSpW/VjniIoVTGoKIRpbj3AfnhjRho6tdLQN9Ky4fdqY9tWOMxqNPP3rbq7uGsyg1n4WiFRclLLRlD8LOvPOv4e4uXe4pSOqrvONsOp1OLYass+AlzrtcO/ASG7vG06Er5ulI2wWNhxNY+a/BxkQ05JnxrSr/cD8DPVSRlSEEOZiNBr5Nu44uUWlFbc9fHlrhrT1r/O8X7ed4pdtp7jz683VRl6ElTu+DgDvDsO5rU9Y03ehrY9PJIT1V9uy7/654uZQHzdi/D1w0MpbT1M4kprLntNZJKTVs3Q9r3xExTpX/ciIihB2YO6G48xYuJ8fNiWy8JGBOJr4RnBV52B2n8picBu/aiMvworlpEDaIUBh/LgbGG+lby50vgESN8CBv2DgZEtH0yyN6hBIsLcrXi51vNUX50NpgXrdSotpJVERwg50DvEmwMuZ63uEmJykALg6aXllfEezxiYa2Ql1NIXAjlb7CRiAtlfCoinq/j9Vpn9WHExhc8I5ruocRMdWOktHadcCdS4E1tdfp7yQVusETh5NEldDyfibEHagR3gL/ps8mHsHRl7S4+QWlbLhaFqjxSXMIGEtAOl+fSjVW/EyX88ACO2tXi9bSk3ZdOOnq+PZEC+/Z1ahavt8xcqmEMtIoiKEjSouNZCaU1jxvc7NEeUS/qNJyS7kyg/XcvfcLRxJkXoVq1VWnzJ1m44xs9ZaOpq6lS+drpKoDGsXwO19w+gYLKMp5mQ0Glmw4zTbTmTUndBaeft8JFERwna9/s8Brpi1js0JGY3yeH4ezoT5uNHSw7laUa6wItlJkH4EIwr7HDtaf11Ru6vUy+NroeAcANf1COHV8Z2sq0mdHUrLLWbyTzu5/tM49Oc1fqymYsWP9U4jSo2KEDYot6iUFQdTScstIrugpFEeU6NReP+mrjhqNehcHRvlMUUjO7EeACWoM+vvv4a8YitPKH2jwa89nD0AR5aqy5ZFkygo1tMvypdivQFnB23tB5av+LHSQlokURHCNnk4O7B0ymVsOJrO0HZ1L0EGwGBQixoPL1Y/3bq1hFbdoVUPCO4Grt4AtPRwNn/w4uIlrFEvIwah0Sh4uthAQtnuSjVRObioIlExGo2k5hTh5qS1jddgg8J83fjxf33rP9DKu9IiiYoQtsvZQVt/knJyM2ybC0f+g7yz1e87VFk3QGAnuGoWhPSAsjeSlYdSOZ1ZyB19rayZWHNWVp9CxCBLR2K6dlfC2nfgyDIoKQRHF+6eu4VVh87ywU1dGd+tlaUjbN5sIFGRGhUhbEhxqYF1R9Iu2GzwAvpSWPk6fDUSdn6vJinOXtDhGhj3MYx8DTpcC95lSUjyHpgzGrZ9A8DGYxncM3crr/99gHN5xU3wykS9ss9ARjxGRcOEFQ58ujre0hGZJrgbeLVS9/45tgqAkBauaBRIzi6s93RhZlVX/VgpGVERwobM23iClxft55purXj/pq41H5R1Gn6/v6KegU43QLc7IKwfODhdeHxuKiycrI6wLHwUTm+j75i36BPpQ9dQb2tdsdj8lI2mnPVox6oTRbjrsiwdkWkURR1V2fy5Ov3TdjRPjGjL81fG4uJYR+2EuCT3fbOV1JxCpo+NpUd4HYWyVt4+H0lUhLAteUWlOGk19I6s5T+eQ4thwUQoyFCbN42dBZ2ur/tBPfzhpnmw7j1Y8Sps/wYleQ/zb/oWxTvULK9DXISy+hSX1kN4a3Bngupr5GVNyhOVQ/+CQU8L9xoSZtGo9p7OIjm7EE19nzTyZERFCNGIHhnWmvHdWtX8JrX5C/jnSfV6UBe4fo666sIUGg1c9iQEd4Vf74Uz21G+vRoeWAvO1tmtstkpG1HxajeUG9vYWAIZPgBcvNVphpObIbyfpSOye3Pu7sXJjHxaB9SzhL28RsWKV/1IjYoQNibUx+3CTd32/g7/PKVe73U/3LvU9CSlqpjh8MBqtaYg4xj89zwJaXm89Nc+Ckv0jfMCRMNlnYJzCaBoIcyElRzWRusIbUar1w8uAuC7uONMnLeNHYnnLBubnWof5MXIDoF4ONcxHmEwqKOvWPeIiiQqQtiAv3ad4UxmQc13HlsFv/9P3am2131wxdvgcAnLjFtEwPjZ6vVtc5j9xSfM3XCcn7acvPjHFJembDSlyL8zi4/m1f67YM0qutQuAqORtUfS+HdvMjsSMy0dWfNVmAnGsq61rtbb8E0SFSGsXEp2IU/8vJPL3lrJifS86ncm7YL5t4OhBGLHwZi3Gme/jqjB0HcSADOMsxnX2omuod6X/rji4pTt73PAuQsPztvOK4v2WzqihosZBg4ucO44pB7g2u4hPH9lewa2tt4pB1u193QWf+48Xf9WGOXTPs66mgvtrYQkKkJYuZzCEnpFqCtwwn3dK+/IOAbzrofiHLWvxjWfg6YRV1EMexH82uFanM4s97l0CZG9WSzmuJqoZAb0oUOwl20mjU7uEDFQvR6/nNEdA7lvUBRt6quhEA32954kHpu/k3kbT9R9YEUPFesdTUESFSGsX4y/Jz/c35dv7+1deWNRjpqk5KVCQCe4+XtwbORVII4ucO3noHFUh+t3/tC4jy9Mk30GMk+AomHI8LH8/eggHhh8EfVH1iBmuHp5dJmlI7Frrbxd6RvlQ4f6Nn60gfb5SKIihO1wc6pSFPfvVMiIB68QuP1XcDHTaEdQFxj6LADGf5/m9xXrScqywfoIW3Zys3oZ0AGcbXz0IXqYenkiDorzycovYdOxdGkq2Mhu7xvO/P/148Ze9awOs4GutEiiIoT10huM/Lbt1IWrbfb+rnabVTRw3RfgGWjeQAY8BqF9UYpzKVzxNr9vP23e5xPVndoCgDGkd72HWr2WrUEXBvoiOLGeu+Zs5qbPN7I+Ps3SkTVPkqgIIS7Fkn3JPPHLLsb+37rKlvmZJ2HRZPX6wCkQ3t/8gWi0MPwlAG5wWEukSz0FeqJxlSUqa/Ij6Pv6cj5eedTSEV08RYGYy9XrR5fRPsiTVt6uFJcaLB1Z8ySJimleeuklFEWp9tWuXTtLhyWExekNRoJ1LozpFISiKGDQwx8PQmGWuuvxkGeaLpjwfhhD+uBIKVfkLmi6523uSovhzE4A1hVFkZxdiN5Qzz5P1q58+ufocl4d34n1z1zOtd1DLB2V3TiamkOPV5Zy+5eb6j/YRhIVq+hM26FDB5YtqyyucnCwirCEsKixXYIZ3TGQEn3Zp831s+DEOrU1/rVfqE20mpAycDLMvwW2fg2DngAXryZ9/mYpebc6TeLqw2M3jGLEwBwCvWyodX5NogarjevSj6DNSoQWsjt3YzqZUUB6XjHpptT92ED7fKwlUXFwcCAw0Mzz7ELYIEetBketBk5vh5WvqTeOeevius5eqjajoWVbSDvE8SUfEXTlVJwdZFM5syqb9iGkFx4ujrXv8WRLXHQQ2hsS4yB+OfS8x9IR2ZW+Ub78/ehAikyZTstLVS89/M0e16Ww+NQPwJEjRwgODiYqKorbbruNxMTEWo8tKioiOzu72pcQ9iQ5q5Dtiecq61L0pfDXo2Aohdjx0PVWywSm0cCARwFw3f4ZX6w4yJ87TxMXn2770xHWqnzFT2gvS0fSuGIqp39eWLCXKz9cy6FkqX1qDK5OWjoE6+ge1qL+g3MlUTFJnz59mDt3LosXL2b27NkkJCQwaNAgcnJq/qWdOXMmOp2u4is01MY25xKiHt9tPM61n2zguQV71Rs2fw4pe9RN3a58t3E6z16sTjdwTutLgJLJidVzeWz+Tm75YiMD31zB4r1JlovLXpWNqOyiLZ+tjmffmSxLR9Q4yutUjq3m8JkM9p3J5lB9XVRF4zIYIO+set0jwNLR1MniicqYMWO44YYb6Ny5M6NGjeKff/4hMzOTn3/+ucbjp02bRlZWVsXXyZOy/4iwL6V6I84OGgbGtFSbfZVP+YyYYfHGTIsPZvBJ4SgAHtQuREEdXk7OKmTivO2SrDSm7CTIOgmKhp9O+zHz34P8ty/F0lE1jqCual1EcQ5TO2XzxZ096R9t3XUStuKnLYn8ufM0mfn11KgUnFNHaQHc/Zoktotl8UTlfN7e3rRp04ajR2tegufs7IyXl1e1LyHsybQr2rP52eGMiA2Axc9AcS6E9IZud1o0Lr3ByIyF+/lRfznZRjeiNUmM0GwDdTtEAGYs3C/TQI2lvD7FP5ZurUO4slMQfeyhRoWyacRodZly9+LtjIgNoKXHJWykKSq8/s9BHpu/k+TswroPzC1Let18m7wwv6GsLlHJzc0lPj6eoKAgS4cihMXo3BxxPLYC9v+prpC46j31P3cL2pyQQVJWIbm4MU+vtkJ/wGFRxf1GICmrkM0JGRaM0o6cKqtPCenJDT1D+fi27vSPse5W5w0i7fQbXanewPD2AfSJ9CGkhVvdB5cnKu7WXZ+CNSQqTz75JKtXr+b48eNs2LCBa665Bq1Wyy233GLp0IRoUufyiknNKfsUVFIA/zyhXu/zIAR2smhsQGVswJzS0ZQaNfTQHCFSSar1OHEJTm1VL+2hI21NykZUSNrFnkNH+GXrycql+OKiOGg1vHtjF356oB8ezvUs6rWRQlqsIVE5deoUt9xyC23btuXGG2/E19eXjRs34udn3XNmQjS2ORuO03/mCmYtOwJr34Nzx8EzGIZOs3RoAPh7VvbvOIs36wxq8jRWE1frceIilRbDmR0AZLbsRkGxvt5TbI6HPwR2BmDe93N56tfdnEjPt3RUzUf5iIqVF9JiDYnK/PnzOXPmDEVFRZw6dYr58+cTHW2jO4MKcQmOpuZQajDSwTUd1n+g3jh6ptVsRNc70ocgnQvla44W6vsBcLV2A2BEAYJ0LvbR68PSUvZAaSG4ePPu1hI6TF/Mp6vjLR1V4ytbpjzO8yD9o32llf4lMjSkPqwiUZERFSGEiT65rQdLJl/G0FMfg74YooZC7DhLh1VBq1GYPjYWAAX4z9CTIqMjMZoztFfU1XfTx8ai1Vhw+bS9qJj26cWpzCIMRjUJtDtl0z/9lb38cF8fYoNlccSleOXv/fR4ZSlz1ifUf7CNLE3GWjrTCiFUbYv3wYG/1J2RR71m2Z4pNRjdMYjZt3dnxsL9JGXBSkNXRmu3cLPbZgKuGc/ojlIE3ygqGr31Zs7g3qTmFOLmZIf/XYf0Bq0z5CZD+lF1d2Vx0U6dU9vnO2hNGIOwoakfO/zNF8K25BeXqq3yFWDJs+qN3e6AgA6WDq1GozsGMSI2kM0JGeRuvw72bWGsNg6fDrINRqOpsuIHe677cXRR2+kfXwsJazD6xqgbcIqL8s4NXTh1Lh8/TxOWeksxrRDCVF+tTaDfzOVs+OtzOL1N3XRw6HOWDqtOWo1Cv2hfAnqOJ8/ojE9xEkUntlg6LPuQkwKZieoEW6selo7G/CIvA2D9st/p9dpy6cNzCXSujnQI1pmW2NpQjYqMqFjC2cNweLHadTTnjNqBMjcZPALVP9rIy9RPGY6ulo5UNIEVh1LJyc2ly6FZ6g0DJoOn9Q/HAnQMD+RAyyF0SF+C44HfIcJOl9I2pfJGb37t+G5nJvvPJDK+azB9ouy0c2vkZbDyNdoV7ia9qIDT5woI862nB4i4NPoSyE9Xr8vUj6gmPR5Wvwm7f67Sy7OKzER1yHftO+q8bVhfGDQFooZYIlrRRH5+oB/HF7yG+54z6nLkfpMsHZLJNBqFDiPvhh+XoNn3h1pXo5EdlS9JeaIS2ov/9iWz9kganVrp7DdRCe4Ojm74lmSz8s4Agr3tdJrLzE5m5PPXrjO09vdgZH3TsOWFtIoWXK1/lZ4kKk3h3AlY8xbs/BGMZf0QYoaDfyx4BYNnkJrVph+tmKslJwkSVqtfba+Aka+CryzbtkeOBem0Pvy5+s3w6eBkY58moy8HF506KpgYBxEDLR2RbTutbktAq57c3SaCTq109r3k28EJwvpB/HIisreDVkblLsae01m8veQQ3cK8609Uqk77WLjjtSkkUTG3/X/Bb/eBvkj9vvVIGPosBHe78NjwftD9DjAa1aRly5ew+Qs49A8cWQp9H4TLnlLfFITNMxqNauHg6jehKFvdqK3TjZYOq+EcnMmJHIPngflkbp6PtyQqF89ggKRd6vVW3bk8MIDL21n/0PwlixwE8cvVD2l9H7R0NDbJ39OZa7u3IsLXvf6Dc8uXJlt/fQpSTGtme36FXyaoSUr4QLh3Kdz2S81JSlWKoi7TG/MmPBSnjr4YSmDD/8En/SBpd1O9AmFGC3cnMfHDXzBsnaPeMPJVm/h0U5O52WrRp9Phher8t7g4GfFq0urgAn7tLR1N0ykrqC0+tpZ5cccsHY1N6hnhw3s3duXRYSYs8bahpclIomJGO75XR1KMeuhyK9z1l1og21B+beH23+C2X8EnCrJPw9ej4eA/5ohaNKHft59i9Nmv0RhL1WQ0cpClQ7poUb1Gk6Xxxq00U52uFBfn9Hb1MrAzh9MKOJySQ2lz2P8msAt6J0+cSrL5a/ESjEZZ+WNWNrQhIZKomMmWr+DPh9SC2R53w7iPL73AsPUIuH+lWlhbkgfzb1VHWOQP2ma9N0hhnHaD+s2w6ZYO55Jc2TUMXY/r1W8OLLR0OLbrTFmi0qo7s5YdYeT7a/hqnQldRm2d1gElfAAAE4ITKZJW+g1WVNqA/aBsqIcKkqiYweYv4O8p6vU+E+Gq9xtvON/VWx1Z6XG3mgT99zwsfEyG2m2I3mAkLj6dP3eeRlnxinpjpxsgqLOlQ7t0bUarl0eWSQJ9scpHVIK746BVcHfSNpu28poodfrnCvcjuDjKyrGGMBqNdJ2xlJ6vLiUpq6D+E2xs6keKaRvTmR3w71T1+sDH1U/Jjd1lUeuoJj9+bdUuptu/gYIMuH4uaOXHac0W700qaz1fSF/NfsY5raYULetb3c9gSwfXGCIGYnRwQck+BWcPgn8zqrFoDPpSSC6rP2vVnVldWmMwGGtqZGCfyupUSIxTP3xpHS0dkc1Iyy2moERPYakeX3f76kqLjKg0opJC+ONBtSalwzXmSVLKKQr0nQg3/whaJ3WofeFj6ooBYZUW701i4rztJGUVAkaecfgRgB9KL2fCgjQW702ydIiX7EwerCluB0DJwcWWDsf2nD2g7pjs7AU+aisCjUZpPps8+nfA6OoDxbksX7GEuPh06VJrIj9PZ3a9OJJ/Hh2Ek4N97fODJCqNaMUr6qdId3+48r2m2Uyu7Wi4/mt1A7ud89SpIBlytzp6g5EZC/dXfDIepdlKV008+UZn/q/0GgBmLNxv8/8pB+lc2Oqkrv4pPvifpcOxPeXTPkFdbHb116VYvD+F5QXqipVtq/7kli82MvDNFXaRxDcFnZsj7YNMnCa0oZ2TkUSlkZzYAHEfq9ev/j9wa8LmTO3HqsW6ABs/hjVvN91zC5NsTsgoG0kBLXqedPgZgC/1YziLN0YgKauQzQkZFo700iiKwoQ77gfAPXkLFOVYOiTbUqWQ9vV/DnDrFxtZeSjV0lE1ifIRx9Ul6nRhP81+AJKzCpk4b7skK42pOF9dAo9M/TQfRbmwYKJa3NrtdnWUo6l1vRVGv6leX/kabPy06WMQtUrNKay4fq12La01pzln9OCL0qtqPc5W+Ya3V5fRG0rgmCxTbpAzO9TL4O7ExaezIT6dwuIGrOSwUVVHHDcY1B3De2kO4URJxSikPYw4mtMfO07x8cqjHEzOrv/gvLLk18EFnD3NHltjkETlUv33PJw7DrpQGDXTcnH0fRCGPKteX/wMHF5iuVhENeU7mTpTzGSH3wD4uHQcObjVeJzNaz0SAOORpZaOxHaUFELKPvV6cDfeuK4Tb13XmR4RLSwdmdlVHXGMNwaTavTGRSmhq3IUynZFs4cRR3P6fftp3l5yiD2nsuo/uGohbVOUKDQCSVQuRcIa2FbWVXT8J+Bi4WWEg5+Gnveqf9q/3QdpR6sth5XiNMvoHelDkM6F27TLaaWkk2T04Tv9iIr7lbL6DnvZz2VZibrUumD/YqmZMlXKXjCUgpsveIfRIVjHjb1C7Sd5rUP1kUSFzQa1ILu35mAdx4mqhrcP4NrurUyrUbGxQlpkefIlMBpheVkfjJ73Vi6tsyRFgdFvQOp+SIwj95sbGVc0g/jsynw0SOfC9LGxjO4YZNFQmxOtRuHl0WF0X7AAgFml11KEE5QlKQDTx8bazeqOvQ4dGWh0xK0wGVIPQECspUOyflX6p9jKp9zGcn4ytsnQjqu0G9VERV/7caLSXf0jTD/YBhMVGVG5WMdWwqnN6jzf4KmWjqaSgxPc8A2FrgF45MTzdMEHKFQuW5biNMsYkfU7vkoOCcZAftFXdk0J1Lkw+/budpU4XtUziqzAvuo3R2X6xyTl9SmturP68Fn+25dMem6RpaNqEuUjjuXp2ZayEZXumiNo0dvdiKPF2VgPFSRRuUhGI6wqK17tcTd4WldmmqltwUMlkykyOjBKu5WHtQsq7pPiNAvIS1e3OwDCr3+d7+7rz6ybu/Lj/X1ZN/Vyu0pSAGL8PQnoPlb9RupUTFO+4ie4G5+uiud/321j+cHmseJHq1GYPlYddVOAQ8YQsoxueCiFdFBOgJ2NODa2whI9hSUNaZ8vIyrNw7FVcHKjOpoycLLFwkjKKmDivG2M+2hdtY3L3vz3ICtyw3m+9B4AHnf4jaGaHRX3S3FaE1v3HhTnQGAnNB2uoX9MS8Z1bUW/aF/7/c83Zrh6mbgRCk1YidCcFeXA2UPq9eDutA30pH2QFx2DdZaOrMmM7hjE7Nu7E6hzwYiGLYa2AAxzi7e7EcfGtnhvMu1eWMwD32017YTcsh4q7n5mjasxSY1KQxmNsLp8NGUCeAY22VMfTc0lt6iUrqHeAPi4O7Hm8FnyivWk5BTRytsVgJSyorNf9EPopCRwp8NS3nOczeiiN0ihcvhUitOaQNZpjJu/QAGKBz+PUzNp5JXtHobiHo5n3gl1N+X2Yy0dkvVK2qV+fPBqBZ4BvHS17XzSbUyjOwYxIjaQzQkZeG2/HPbt4NGYVBRJUup0pmxvHy8XE7cckBGVZiBhjboXhdYZBjTdaMoPmxIZ/t5q3lpcWQnv7KDl3Ru78OWdPfF2rfwlvX9QdMX1V0rvYI8hghZKLu87foKmSr2KFKc1gdVvouiL2GRox6DftdVGvuxZem4xv2aptQalh6RLbZ0q+qd0s3QkFqfVKPSL9qVD3zEAGBPjZOVYPSYOjmbniyN4anRb006oqFGRRMU+GY2w6g31eo8J4GW+TL9EbyCroHJX5MFt/XDSavBwdsBQpbZkdMcghscG4O5cOThWtTitBAceLXmEPKMz/bX7eVC7sKI4rVdEC176ax+7T2Wa7XU0a2lHYMc8AL52voO+0S1x0DaPP7kIXzcyW6lFw5p42U25TqcrO9KWNJNEtj7Tt2gpMDqhKcionBYTNVIUBW83J9M+eBqNVUZUpJjWPh1fC4kb1I0AzVibsv5oGiPfX8PbSypHT1p5u7Lx2WF8fmdPNPXUNZxfnJZgDOKl0rsAmOLwC12Vo0wfG8vC3WeYu+E4N3++kaz8kjofU1yEFa+qm1S2GcPsaZN4eVxHS0fUZBRF4fH77gEHFzQ5ZyDtsKVDsl5VCmknfb+dAW+sYOn+FEtHZVEtdZ5sN6j7/pC4wdLh2I/CLNCXrSaTRMVOrX5Lvex+F3gFm/WpEtLyWHXobLWpAh93J5PPr1qcBvCLfjAL9X1xUAx87/M5o2PcGRjjx7iuwUwaGoPOTbZUb1Snt8P+BWqqOOwFNBoFnWsz+zd2dIXQPur1hDWWjsY65Weona1RE5V9Z7I5nVmAp0vzLh+8s38EPS+7Qv3mhCQqtdEbjDy/YA+zV8WbtvKnfNrHWaf+fdqI5v3X0BCpB9QRFY0DDHy8UR/62NlcUnOK6BvlC8CAmJa8c0MXRncMvKSpgqrFaak5hQQ4f4px8Vjcsk7C30/gd90XzLq5G8Yqw/JpuUUkZxXSsVXzWXFgFstnAJDX7jrcAzpYOhqLMUQMQpOwmpKjq3Hsfb+lw7E+STvVyxaR4NqCfx4bxMGkbDqFNO+/P52rI0QPhPVvq4mK0djsGuGZIiW7kHkbE3HQKPzvsqj6T7DBaR9kRKUBymoNaDMadK0a7WHXHUlj1AdrePynnRRU2YDs+h4heDhfeh5ZXpw2rmsrerePRLnuK1C0sOdn2PMrlA3TAxQU67n3m63c8Gkcaw6fveTnbrbiV8KxVRg1jly15zJGf7CGzPxiS0dlES/vbQmA4fhaMEj9xQXOK6TVuTrSJ8oXNyf5DElIL/WDYfZpyEy0dDRWyVGr4dHLY7irf4RprQ7ybK/ZG5KomKi0GHbNV693u6NRH7pnRAv8PV1oF+hJTmET1ImE9YHLnlKv//Mk5CRX3KU3GvFyccDZUUNIC9sZFrQqRmPFaMqZmFs5jfofQrOb9injGtGTPKMLzsWZkLrP0uFYnzNlIyrBXS0didX5YUc6J5zbqN8kxlk6HKvk5+nMlJFteeEqE7epsMGutEiiYqLDiyE/DTwCKxtZXaSNx9J57e/9Fd+7OGr56+EBzLm7N/5eTbRc+LInIbAzFJyDhY9VrMjwcHbg6wm9+PXB/kT5eTRNLPZm/5/qp2QnD1pd/QJbnhvOezd2rRi1am4mDmuHa+uB6jdSp3KhikSlG99vOsHna+I5kZ5n6aiswuJ9yfybUzadIXUqjcMGe6ggiYqJyqd9ut4C2osfkk3NLuSOrzbxxdqEalMrvh7OjRGl6bSOcM1n6uqlw4th5/cVdzlqNcT4VyYpx9PyWNbMVyCYTF8KK8o2quz3MHj4oXNzJDbYwrtqW5CXiyOayLK9jSRRqS4vHbLKpjSCuvBd3Ale/+cgR1JyLR2ZVbimWzCtOl+ufiOJSo3O5hQ1sH2+jKjYp+wzlRurdb29wadX/SXy93Lh7gGR3N43zPJvXgGxMPQ59fq/z9Q4B3wyI5/rZm/goe+3s+lYetPHaGt2fAfpR8HNl5I+Ey0djfUo31n8xAY1mROqpLL6FJ9ocNExrmsrrugUKIXsZa7pFsLYsdeqK+fSj1S2fhcVHv1xB+1eWMzfu03cZFZGVOzUrh/BaICw/tAyxuTTSvQGXvt7P31eX05SWYtjgGlj2vHq+E60bOpRlJr0fwRCeqv70Pw56YJix2BvV3pF+NA6wINIP3eLhWkTinJh5esAGAY9xYiPdzBx3jZSs2Wbgo35weQpHlCUXdYuXsCF9SkTh0TzyW09KloKCMC1BfiX1V9IP5ULZOSpRfoBXia+n0iiYl/0BiNxR9PI3TgXAEPX2xp0vqNWw+5TWWQVlLBgx5mK262qVkGjhWs+BQdXdVh+61fV7tZqFD64uSvz/9dX2u3XJ+4jtaK+RSQ7A67heHo+64+m4dVMi2irMqBhXanaTt+YsNrS4ViP8qXJQVJIW5u8olLSW/ZQvzkhBbXnWzx5EDteGEHnEG/TTiif+rGhDQmxlkTl448/JiIiAhcXF/r06cPmzZstGs/ivUkMfHMF7381F4+8RHKNLgxf7M3ivTUPrxkMRhbvTWbivG3kF1cObT97RXvm3t2LBwebsL7dUnyjYcTL6vWl0yEjodrdLo5aPKtsdrXvTBZ5RTJ8X01OCqz/UL0+fDrdowL559FBvHFdZ1wctZaOzuK6h7egRceyInSpU6lUpZD2TGZBw2oNmgGj0Uif15czfWfZVNiJ9ZYOyeooikILdyecHEx4KzfoIS9NvS4jKg3z008/MWXKFKZPn8727dvp0qULo0aNIjU11SLxLN6bxMR520nKKuQmh1UALNT3IyFbYeK87RXJStU9ORQFZv57gH/3JvPPnsrlvl1CvRnS1t+6RlFq0us+CB8IJXnw1yO19rv4Y8cprvl4A9N+31OtSVyzt2qm+m/XqifEjgcgNtiLKzrJrq+UJbu9h4wDQEncqC73b+7y0iDrpHo9qDOPzd9B7IuLWbIvub4zmw1FUYhs6c5Rl7KtJ1L2QlGOpcOyXfkZ6pYeKODe0tLRNIjFE5X33nuP+++/n7vvvpvY2Fg+/fRT3Nzc+Prrr5s8Fr3ByIyF+zECHuRzhWYTlLWfL39bfvHPfVzz8XoGvbmy4s1aURTuGxTFA4Oj6B3h0+RxXzKNBsb9nzoFdHwtbJtT42GhLdzQG43kF+spKpXmXYC6Ydr2b9XrI1+R7pm18W8Pbi2htABOb7V0NJZXPpriG4PR2YvUnCIMRojwlVqwqn55sB+LX7wZdGFqreAp+d0pt/bIWZ77Y0/DC2ndfNWVnzbEoolKcXEx27ZtY/jwyt4kGo2G4cOHExdX83xkUVER2dnZ1b4ay+aEDJKy1OLHsdo4XJVijhhasd2obo5lBFJzith7Jovk7EKOpVX2O7ijbzjTxrQnzNet0eJpUj5RMHy6en3pizWuAuoZ4cPvE/vzxZ09ZEqj3LKX1E8pba+E8P48+uMO3lx8kNQcKaKtqsRgJMW3NwCGY1KnUrHiJ0jtsbPqySFsenZYtdYAgsr/Z8LK9ow6ucmi8ViTLcfP8f2mRNYdTTPthNyy0TobW5qMpROVtLQ09Ho9AQHV58sCAgJITq55CHTmzJnodLqKr9DQ0EaLp+qbSztFfaP+WT+4bA/iSvcOjGTt00OJtremaL0fgNC+UJwLfz1a0Qiuqi6h3tWmsvSGZjwFdHw9HPpH3ZJg+Eskpufz164zfLo6vnn/u9TAaIRPTqgbeRYeXmnpcCyvSn0KZaOyAV4uprVBb47KN7dM3GjpSKzGgGhfHrk8hmHtTEw8sstGXsy8oa45WHzqp6GmTZtGVlZWxdfJkycb7bGrrmyZXno3Q4re5Wf9kAuOG9zGn1AfGx05qYtGA+M+BgcXOLZS7QtSC73ByDtLDvG/b7diaI5vygYD/Pe8er3HXeDXhiBvF2bf1p2HhkQTpJMtCKpyctDg2V5t3uWasgOK8y0dkmVJ63yTZOQVM/XX3Ty/w1O94dQW6cVTpk+UL0+MbMvwWBMLY7NPq5eSqDRMy5Yt0Wq1pKRU73yakpJCYGBgjec4Ozvj5eVV7aux9I70IUjnUjF+ctwYRBaVoyYKEKRzoXekDdahmKplTGUjuCXPQdbpGg87np7HF2uPsfxgKisPWabw2aJ2/wRntoOTBwx+BsqWpI/pFMRTo9pZOjqr9OTNV4BXKxRDcfMews89C9mn1P9RAjvz+j8HeO6PPRxOkULR87k6avlp60l+SHDH4OSpjvbKnlEXpyJRCbF0JA1m0UTFycmJHj16sHz58orbDAYDy5cvp1+/fk0ej1ajMH2s2lzo/AHY8u+nj421/+HZfpPUFSxF2bBoco1TQNF+Hsy8thMf3dqNYe1ta6nbJSvKVWtTKNs3ybOZvf6LpSiVXWqb8zLlpMpCWly8+HPnab7flNg0m5LaGFcnLc9d0Z73b+6OoVUv9cbEZpzklinVG4g/m9uwJe1ZMqJy0aZMmcIXX3zBN998w4EDB5g4cSJ5eXncfffdFolndMcgZt/e/YLukIE6F2bf3p3RHZvBklONVp0C0jrBkf8qd44+z7XdQ7iqs+390l+yde+phWktIqHvQ4C6PP2XrScpKJZeGHWKUDcoLDm21tKRWE6VaR+j0cjzV8by4OBo2gU23z2h6nL/ZVGM69oKh4iyD68npU7ldGYBw95dTbeXl5reKiK7rPGorpVZYzOHi99hr5HcdNNNnD17lhdffJHk5GS6du3K4sWLLyiwbUqjOwYxIjaQzQkZpOYU4u+pTvfY/UhKVf7tYMgzsPxlWDwVooaAV+1JWmGJng3xaVzezs5HF84dhw0fqddHvgoOzpzOLODzNccwGtWVUZEtZYlpbd480JKpgCaprE7FyQ5rvepzpmzFT3A3FEVhbJdgxnZphgl/Q1UU1MqISlpuMe5OWoK8XU3v01Ux9SOJykV5+OGHefjhhy0dRjVajUK/aF9Lh2FZ/R+D/X+pQ9V/T4Gbf6ixT0h2YQnXfLyehLQ8fnmwHz3C7biG578XQF8EkYOh3ZUAuDtpeWpUWxLO5kmSUg+fVq1JOuRDEBlqYWTUYEuH1PSkdX6DFJXqSUjLI18fTXdFq9b3ZJ4E78Zb8WlreoS3YO+MUeSbOoJbmK1O5SNTP8LeaB1g/GzQOKrLcPf8WuNhXi6OdAnxpqWHM0UldtwILmEtHPgLFA2MnlmRtHm7OfHQkBjevqGLpSO0ejf1CaNlh6HqN82xJXpuatknWwWCOrPpWDpHU3NkOXsdtiScY/QHa3nyr6MQ1Fm9sTkXY5dRFAV3ZxPHGnLKliY768DZ06xxmYMkKqJuAbEw+Gn1+r9PVW5qdZ6XxnVgyeTL6B9jW62ZTWbQw2J1dQ8974GADpaOyCZ5uTjiGKXWqXCiGe6GW16f0rI1OHvy5K+7GP7eGjYeS7d0ZFYrys8dLxcHfN2dMEo/lYuTdUq9tMH6FCRRESYZ+DgEdoKCc7Do8RpXAXm5ONLC3cki4TWJbXPUvUZcdDDk2Yqbv1x7jK3HM2Tvo4YIL0tUTm2B0iJLR9O0kiobvRWXGgjwdMHNSUvHYJ2lI7NaQToXdk0fyS8P9kcJ66ve2MwLal/7ez/PL9hD/Nlc004oL6S1wWkfJFERJtE6wrhPQOMABxfBnl/qPDwuPp3bv9xkP7ss56TAsrIdpoc+D+5q7dKZzAJe/+cA138aR2JGM29g1gB7i/zJ1raA0kI4vd3S4TStM5Wt850cNPw6sT97XhqFzs229l5pSoqiVBaMhpYlKin7mvUGhX/tOsO8jYnkFpr4f6wNN3tDEhVhsqDOMHiqev2fJysz9POU6A089esu1h1NY/aq+KaN0VyWTIOiLLXdea97K242GI1c3yOEYe38CZfN5EymN8LaYnX/LMPxZlanUmXFT7lmtZrwUnkFgXd42QaFWywdjcU8MbItDw+NMX0TSxtu9oYkKqJBBk6B4O5QmAV/PlzjFJCjVsPMaztxS+8wHhgcZZEwG9XR5bD3N7WA9qoP1B4zZUJauPHW9V348q6eFg3R1nQI9sKrrbraR2lOBbXZSWpRo6KpLAoVJlm6P4WbP4/jrcUHoXz6pxkvU76xZyhPjmpr+kicDTd7QxIV0SBaB7jmM3UvoPjlat1GDQa19mPmtZ3wdLHx4eySAvj7CfV67wdq3ZfF5D4GAgAHrYZBw8cDoJzc1Hz2bikfTfFrB07uXPPJem7/chMJVXZhFzXLLSph47EMtp04V6WfSpylw7IdNtzsDUlURIP5tYFh09XrS56HjGP1npKYbqP1G2vfhXMJ4BkMlz9XcbPRaOSrdQmkZhfWebqog38suHhDSR4k7bJ0NE2jyrRPTmEJOxIzWXc0DZ2rjSf0TaBPpC/v3diFF66KrRxRObW1+SS5VZzJLODY2VyKShvQBbuimFYSFdFc9HlQXblRkgcLHlKX7tagVG/gmd92M/TdVew6mdnkYV6Ss4dg3Qfq9TFvVus9EHcsnVcW7Wf4e6sbtteGqKBH4ZyfOmXWbOpUqiQqro5aFj48kPdu7IKPPa+WayTB3q5c2z2Ejq104Nde7QdSkqeuxGtm5m44zuXvrubNfw+ZdkJRjlpjh0z9iOZEo4HxH6s7ByfGwfpZNR7moNWQX6xHbzCyKcGG+kQYDLBoChhKoM1oaD+22t3ODhp6hrdgXNdWuDhqa30YUTuD0cgXJ9Qd0vMOr7Z0OOZnNKq7bQMEd8dBq6FTiI5ru9tmcaNFaTQQWrZBYTNs/FaqN+LmpCXMx9W0E8pHU2y02RuSqIiL1iICRr+hXl/xKpysuQL/pas78PMD/fjfZdFNG9+l2Pw5nFgHjm4w5q0Ltg3oEe7DrxP7q8PQ4qI4ajU4RA0CwC15c62jcnYj6yTkp6tL/KVZ4EU5mZHPkn3JHE7JqVym3AwTlRfHxrJvxihu7xtu2gk23uwNSVTEJel2O3S4Fox6+O0eKLhwesfH3YnekTa098/Zw7CsrAZn5CvQovb/DJwc5M/nUky543pw8kRbnA2p+y0djnmVT/v4x4KjC3PXJ7Bsf4rstt0An6w6ygPfbWPR7iQIKyuoPbnZ0mFZhKIoOGhN/P/Hxpu9IYmKuCSKAmM/UPsaZCbCosk1Llkul5lfzPtLD1Oqt9L9gPQl8Mf/1EZk0cOg573V7k7PLeK3bacoLrXS+G2N1qHyDcfe61TKG9u16k5+cSkzFu3nvm+3klNYYunIbEZskBedWunwcXOEVj1A0aojVeVLb0XNbLzZG5KoiEvmooPrv1aHtPf9Adu/rfEwvcHI9Z/GMWv5Eb5cl9DkYZpk7bvqJ18Xbxj30QVTPt9tPMETv+xi4rxtFgvR7oT3B6AkYZ2lIzGvKoW0uUWlXNOtFX2jfPD3crF0ZDbjjn4RLHxkIBMGRIKTu7qtB81r+udQcg4T5mzm3f9MLKTF9pu9IYmKaBQhPeHy59Xr/06F1IMXHKLVKPzvsihi/D3oFWGFU0Gnt8Pqt9TrV75b46cPXw9n/D2dGdfNdud6rc1XJ9V/59Jj6+ocjbNpRmPlZoTB3fD3dOG9G7sy/3/9LB2ZbSvvp9KMEpWjqbmsOnSW9UfTTD/JDqZ+TNwjWoh69H8Mjq2GYyvh17vhvmXqp54qbugRwriuwTg7WNlKmZIC+OMBtdamw7XQ6foaD7ujbzg39QxFOp43nuKArhQccsK15Jy6JNy/naVDanwZx9TloVpntUZFNI7Q3rD5s2aVqHQO0fHGtZ3wcGnAW3f51JgU04pmT6NRu9a6+6uFkQsmXvAJWVGUaklKgxoWmdPiaZB2GDwC1dGUOjg5aEwvYhP1uqFPFJrypaaJGywdjnmUT/sEdgKto9SlXIKpv+5mwBsr2HA0rbLxW9JuKG4e3X1Dfdy4uXcYV3VuwOiIjTd7QxIV0ag8A+Cm70DjCPv/hLXv1HroP3uSuOytlRxKtvAOqNu/LdsKQFF7w7hdOC31164zbDuRYZHw7F1LD2ecYy5Tv7HXgtoq9SmFJXq6vbyUgW+uICtfEpaGSs8r4nRmAfFpeaALUd98jfrmtwu3qeyg2RuSqIhGF9YXrixLUFa8Cgf/ueAQo9HIb9tOkZJdxGerLbjD8qltlXv5DH0OYoZfcEhWfgnP/7GH62bHNWxeWJiurKCWExvss06lyoqf+LO5lBqMFBTr8XKVmfeGeuTy1vz6YD/GdS17062oU9lo0biayuaEDBLS8kxfOWkHzd6QREWYRY8J0Ot+9frv/7uguFZRFGZe14nHh7fhjesstItsbir8dDvoi6HdVTDoiRoPKzUYGNMxiNggL/pG+TZ5mM3BEcd2lCoOkHNG3VvJnhj0lXsZBXejQ7COXdNH8t29fWQzy4vQJdSbnhE+eJVveBrafPqp6A1GbvtyI0PfWUVKTpFpJ9nB0mQkURFmM3qmuh9QcQ7MvwUKzlW729/ThceGt7ZM0zR9CfwyQX1jbNkGxs9Wa2xq4OvhzJvXd2bBpAFopYrWLLL1juzQR4E97vuTdkTdk8bRXf1dA3SujsQGe1k6MvtQtfGbwb77G2UXlBDZ0h1PFwcCTV3WbgeFtEiiIsxG6wg3fgO6MHXVww83QVFujYcajUb+3HmavKIm2gn1vxfgxHpw8oSbvgeX+t80pAut+XQO0VHcqmyp7gk7K6gt398nqAtorGy1mw0yGIwsP5DCF2uOqcX4AR3VrS4KM9WCeDvWwt2J/x4fzO7pI03/0GQHS5ORREWYlXtLuHW+2hTu5CZ1ZKWk4ILDXvxzH4/N38mMhfvMH9Pa92DTbPX6NZ+CX5saD4s/m8tLf+0jLdfEIVZx0Ry1GgZcfjUAmhN2NqJSpZC2oFjPY/N38PW6BOvtzmzlFAUmz9/Ja/8c4ER6vvqBqFUP9c5msky5QVOG2WX7/NhwszckURFmF9ABbv9d3Wk5YQ38fCeUFlc7ZEynQJwcNLQN9MJozmLKuE9g+Qz1+vCXoP1VtR763tLDzN1wnOl/NUHyJNQhfEUDmScqN1GzB1USlT2ns/hz5xk+WxMv04gXSVEUhscGcGXnICr+BZth4zeT2cmIipSdC/ML6Qm3/gzzroMj/8Fv98L1c9S9XoD+0S1Z+/RQAszZTnzLl7Bkmnp98DMw8PE6D79/UBSHknN49PLW5otJVDA6eVDk1wmX1F0Yjm9A0+VGS4d06fQlkLxHvd6qO0GKC0+MaINGo0gh7SV4/6au1W9oJonKm4sPcjApm3sGRjKotZ9pJ0mNihANEDEAbv4etE5w4C+1IVyVkZWqSUqp3tC4TbG2f1e5DHnAZBjyTL2ndA31Zsnky2gbaLtL+myJ3mBkfoo6PJ15YKWlw2kcqQfUDS6dddAiklAfNx4Z1ppJQ2MsHZl9KW8YmH4U8uy3hcDmhAxWHjpLVkED/m+0g2ZvSKIimlTMMLjhG3UDwz0/w3fjIfdstUNScwq59ctNPPLjDgyGRpgG2joH/npEvd5nojrlU8unWaPRWK0JlwzPNx0HrYa8ILXTqFuSnXwyPr1VvQzuWuuqMnHxKup8XFuAX9nWC3a8TPmZMe2YeW0nuoW1MO0EO2n2hiQqosm1uwJu/hGcvdSVN18MVVtgl0nLKWbXyUy2Hj/H0bM1rxIySXE+LJgEiyYDRuh5j7pkuo4h9wU7TzPknZUs3pt08c8rLtpDd94OgEtWvNrnxtadKktUQnuTXVjC9sRz1rNthA1LTM/nsrdW0nfm8sobm8H0T68IH27pHUYrb1fTTrCTZm9IoiIsos1IddNCn2jIOglfjYS9vwMQG+zFh7d048+HB9Am4CL/uNLj4asRsHOeWqB5+Qtwxbt1JilGo5GftpzkXH4JR1IuIUESF01x8wH/Duo39rBM+dQW9bJVTzbGp3PtJxu45mM7eF0W1tLTicSMfNJyizmXVzZ93AwSlQazk2ZvSDGtsBi/tnD/cvj1Xohfru64HL8Chj7LqA7V/7CKSw1oNQqbEzJIzSnE39OF3pE+F07NGI1q/cufD0NRNri1hOu/gqgh9YajKArf3tOH+VsSubV3WGO/WmGqiAGQuo/ShPU4dBhv6WguXkGVvh4hPck+WIiPuxMdW0mjt0vl5uTAbxP7EerjhrdbWYfa8g0KT2+H0iJwcLZojI3tdGYBx87mEuXnYfqIip0U0iKJirAo1xZw2y+wbDps+D/Y8R3s+QX6PAgDJ4NrC46dzeXGz+LQG4ycq1I/EqRzYfrYWEZ3DFI7Uh5eDOveq/wUG9oXbpjToE8TTg4a7uwXYY5XKky0KCuSq4CsgyvxrX31uPU7vU29bBEJ7i25vgdc170VhSXSP6Ux9Ag/b/NQnyj1g0l+mrplQWhvS4VmFsv2pzD9r32M6hDAZ3f0NO0kO1majCQqwuI0Whj5KrQbC0tfVDcXW/8BbJsLfR/ihwN+5OS2oAinaqclZxXyxLwNBA86S+fjc+HsAfUOrTP0fVCd7tE61vv0n6+Jp0RvlJUYVuJcyx5wCFrkHoX8jBp3s7YJ5fUpIb0qblIUBVcn6U5rFoqijqocXASJG+0uUXF20NDa34PW/g2YDreTZm9IoiKsRlgfuGexOjKy7CU4exBWvc7zwFRnLQeMYewxROGiFBOupBCupOCnZEHZAApOntDrXug7ETwDTXrKHYnneP0fdcPEXhE+9I600TdFOzKqTxeK9kbjnBWv1hu0HWPpkC5O+cheiImffkWDnDqXz9L9KTg5aLitT7h6Y2gfNVGxwzqVm3uHcXNDp6RlREUIM1AU9Y2p9UjY/TMZW39Ff3ILfkoWnZUEOmsu3Fk3yehDSbe7CRv1KLh6N+jpuoW14KlRbSnRGyRJsRL+Xi4QPRC2x8PxdbaZqBiNlUuTQ3qyYMdp5mw4zjVdg5kwINLS0dmFhLQ8ZizcT7Sfe2WiUl6nkrhR/Rk096Z6WVJMK4T5aLTQ9RbWchmPHd1BK9Loqomng+Y4uUYXThgDOWH0J9EYQDbuzIroSpiJSYrBYCSroIQW7upUkkz5WKHwAbD9GzVRsUUZx9TdwrXOENCJzZsPsetkJn0kGW40bQI8GdUhgLaBVYqTg7qo/+b5aerKv5bN+G/baFS3owBoYft1d5KoCKvl7+kCKJzGj9MGP/429K3juPrtP5PNU7/uwtPFgR/v7yttzK3UmRY9CQYMSbvRFGQ2eKTM4sqnfYK7goMTDw2Jpk+kD9F+HpaOzG4EeLlcWFTq4AytukNinFrrZieJyrm8Ym78LI5wXzc+v6MnGlMaUeamQEm+2p5BF9oUYZqVRfuoREREoChKta833njDkiEJK9I70ocgnQu1/VkqZat/PF0c+HD5EY6n5dX5eDo3R46k5rL3dDanzl24i7OwDpkOfhwzBKLBQEmCDY6qVNSnqIW0IS3cGNe1FR1b6SwbV3NQ3k8lcaOlI2k0iRn5HEnNZc/pLNOSFIBzx9VLXQg4ONV3tNWzeMO3l19+maSkpIqvRx55xNIhCSuh1ShMHxsLZUlJVeXfTx8by+/bT/Pe0sO8v+xwxf2HknMY9u4qxv5f5RtdK29XPr61O2ueHkqoj1uTvAbRcO0CPTnrp77hKMfXWjqchqto9NbD0pHYvRK9ofreN+V1KnZUUBvl58539/bm5XEdTT8po6yer4V91ERZPFHx9PQkMDCw4svd3d3SIQkrMrpjELNv706grvr0TqDOhdm3d2d0xyB6R7ZgUOuWjO9a2djIyUFD/Nk8jp3Xhn9EbAA+7rb/CcOeaTQKfYaOA8DhhI2NqBTnQ/Je9XpILzbEp7Fgx2mSsmQEr7HNXZ9A+xcW89rf+ytvLB9RSTusLm+3A54ujgxq7ceoDqatZgTgXHmiYvv1KVhDjcobb7zBK6+8QlhYGLfeeiuPP/44Dg61h1VUVERRUVHF99nZ2U0UqbCU0R2DGBEbWGtn2tEdg9TGb1UEe7vww/198HW3rw6VzUbEIPUyZS/kpYO7r6UjMk3SLjDqwSMQdCF8//cO/t6TxNOj2/LQEPuombAWvh7OlBqMnMyokgS6+UDLtpB2yLaXt1+q8hEVH/sYUbFoovLoo4/SvXt3fHx82LBhA9OmTSMpKYn33nuv1nNmzpzJjBkzmjROYXlajUK/aNPfrJwdtPSPbmnWmIQZefhT6tsOh/SDFBxZjWvXay0dkWmq9k9RFNoFenI6s4Dupu54K0w2tJ0/cdMuJ9DrvGL6sD5qopIYZxeJytL9Kbg5aekS6o2Hs4lv2eU1KjL1U7NnnnnmggLZ878OHlSbbE2ZMoUhQ4bQuXNnHnzwQd59913+7//+r9qIyfmmTZtGVlZWxdfJkycb+yUIIazAwuxoAM7uWWrpUEx3XiHtI8Nas2DSAPpG2ciIkA3xcHYgSOd64eq90PJ+KvZRp/LCgr3c9uUmjqTkmH6STP3U7YknnmDChAl1HhMVFVXj7X369KG0tJTjx4/Ttm3bGo9xdnbG2VmG84Wwd4UhAyDhb3xSbegN51RlozdhIeUFtWd22PwGhXqDkQ7BXrg5a4nwNbF+sygH8s6q12Xqp2Z+fn74+fld1Lk7d+5Eo9Hg7+/f2GEJIWzMjdffAm8/h0dOPOSkgGeApUOqW9ZpyDmj9q4I7kZGXjEt3BylX48ZrTiYwprDaQxp68eQtmXvG1U3KDyzU50KslFajcJXE3qZcGQV58oavbn6gIt9LIm32KqfuLg4PvjgA3bt2sWxY8f4/vvvefzxx7n99ttp0ULmc4Vo7rTuPhBYtiTTFpYpl7fND+gATu7c8dUmer66jC3H7WP1iTVacziNuRuOsyE+vfLG8g0KQW381tzY2bQPlkxUnJ2dmT9/PoMHD6ZDhw689tprPP7443z++eeWCkkIYW0iBwNQEr/a0pHUr0p9SkGxnoS0PNLzigmXnj1mM7itH/+7LIqBMecVzlc0frOhacPGYmcrfrDkqp/u3buzcWMzzHaFECbbpnSgB3Bu33L8x1s6mnqcrExUXJ207HhxBAeTctSNFoVZDG3rz9C2NZQKVB1RseENCmcs3Mf6o2lMGhrDuCp9oupkZyt+sIaGb0IIURtjWD/0RgX/ktMYM614hV9JAZzZrl4v+zTv7KAuKRUWENQFHFwgPx3Sj1o6mot2KDmHwym5lOqNpp8kUz9CCNF0OseEk9+yMwCKNe+mfGor6IvVRm8+Na9qFOahNxhJTM8np7BKK30HZwjurl634X1/3ryuM9/c05uBrRvQE8oOp34kURFCWC0nBw2e7Yaq31hzQe2J9eplxADyivXc9fVmPl55lFK9wdKR2b0bP4vjsrdXsv5oWvU7wmx/g8JQHzcGt/EjwNTpQ30pZJWNPMrUjxBCNJHIsnb6CWvUegNrVD7aEz6AbSfOsfrwWX7YlIiDVv6LNbcwHzecHDRk5JVUvyN8gHpZnkQ2B9mnwFAKWmfwDDLhBNtg8b1+hBCiLsXBfXBQHNBknaQo7RjOftGWDqm60qLKFT8RA2nj5MlLY2Olf0oTeXlcB965oUvF3l8VQnur+6yfS4CcZPBswKZ+VuBwSg7bTpyjY7COTiEm9kOp2DU5HDT2kyTbzysRQtglR1cPdtEagFNb/rZ0OBc6vR1KC9UmYy3bEKhzYcKASO7qbz/FjNbM08XxwiQF1GZn5X14Tmxo8rgu1ZrDZ5n2+x4+XRNv+kl2uOIHSVSEENZOURRKI9U6lZB0K3zDOVE+7dPfZpfB2q2K6R8r/L2pR5DOlSFt/Rq2oaUdrvhBEhUhhC3oNfxGAJxProXSYkuHU135m2DEQBLS8lh5KLX6ChRhVkajkZn/HOCeuVs4m3PehrZh/dTLxDiLxHYpruwcxNy7e3PvwAaMjtjhih8kURFC2ITALuDuB8W5cNKKuo3qSyq7n4YPYMGO09w9ZwvPL9hr6ciaDUVRWLwvmRUHUzmamlv9zvD+6mXKPijItEh8TUqmfoQQwkI0GvRRlwNwastflo6mUtIuKMkD1xbgH4u7s5YwHzd6R/pYOrJm5YHLonl1fEciWp63XYGHP/jGAEbrSnDrYTQaMTZ0hZvRWCVRsa+pH1n1I4SwCeuVblzGT5QeXmrpUCqVL0sO6w8aDf+7LJr/XRaNwWCly6jt1K19wmq/M6yf2p32xHpoM6opw7poCWl5XPnhOtoHefL7QwNMOyk/A4qy1estws0aX1OTERUhhE2I7nMVBhQiShMwZp22dDiqKo3eqtLUtApFWEZFQa3t1KkcT8+joERPQUkDGgaWj6Z4BoOjq9liswRJVIQQNqFVq1CUVmpbdCV+haXDAYO+sutpeH+KSvWWjqjZMhiMnM4sYOOx9AvvDC8rqD2zA4rzmzy2izGotR8rnxzC29d3Nv0kO13xgyQqQghbosSMUK8ctYLpn+Q96lC7sxcEdua+b7Zy+bur2BCfZsLJojGdyy9mwBsruOWLjeQXl1a/0ztcHWUwlMDprZYKsUEctRoiW7rTsZWJjd6w3xU/SKIihLApMcMBMBxdSUmJhZcpl0/7hPWlyADbT5zj2Nk8/D2dLRtXM+Tr4UyAlzMxfh6k5573e6Eolat/bGj6p8HsdMUPUkwrhLAprbqTo/HEszib/VtX0LHfaMvFcrwsUQkfgLODlrhnh7ExPp1oPw/LxdSMbXhmWM0daimb/tn7KyTaRuO3z1bH08LNiVEdA9G5Opp2kkz9CCGEFdBoOerRG4DSQxac/jEYKt/0IgYC4OXiyMgOgbLHj4XUmqRQtioL4ORmtfeNFSvRG3hrySGe/m03BcUNqHuSqR8hhLAO4X2vBqBr0RbLBZG6HwrOgaM7BHWxXBzCNH7t1F43JfmQtNvS0dSpsETPbX3CuLydv+nTiCWFkHNGvW6HUz+SqAghbIpP5yvUK0m7IDfVMkEcW6VehvVhT1I+D3y3lb92nbFMLAKAkxn5/O/brdz25cYL79RoqrTTt+7pH08XR14e15GvJ/QyfZl75gn10tkL3Oyv2aAkKkII2+LhXzmKcXS5ZWI4vFi9bD2S//Yns2RfCov3JlkmFgGAm5OW//ansCE+veYpk/JExQY3KKxX+bRPi3C73BhTimmFEDbnXPBltEjaxealP9G76y1N++QFmZVvdm1GMbbED42i0DXUu2njENX4ejjzyviORPq611yvUt74LTFOrTHSWOfn9PziUlwdtQ2rdUo/ql76RJktLkuyzp+UEELUoTRa7afSLncTSelNvNlc/HIw6qFlW/CJok2AJ4+PaMPQdv5NG4e4wB19wxnYuiVODjW8tQV1VmuKCs6pNUZWatL32+k4fQl/727ACF3qAfXSr73Z4rIkSVSEEDbHr91A8pxa4qXkE3i2iYfyD5VN+7S14NJo0XBax8outcfXWjqaWp3IyCevWE8LNxOXJQOcLUtU/CVREUII66DR4t7tegCU/Qua7nn1pZVdcduM5tdtp9iReE42IbQSuUWlbIhPY/mBlJoPiBikXiasadK4GuLfxwaxbMpguoaZOJVoMEDqQfW6f6xZY7MUSVSEELapw7Xq5cF/1OWZTeHUZnXqwLUF+QHdefaPPVzzyQaOns1tmucXddpzKotbv9jESwv31XxA5GXq5fH16l5NVsjZQUuMvwduTiaWkGadhJI80DpJjYoQQliVkF7oPYKhOIelf81rmucsX+0TM4KsIiMj2gfQPsiL1v7SjdYatAnwINzXjbYBXuhrGuUK6gLOOijKUpe324Py+pSWbUBrn+tjJFERQtgmjYaTwaMAMOz9veY3psZWXp/SZhRBOlc+vq07/zw6ULrRWglfD2dWPzWUL+/qWfPKH40WIspW/1hhncqSfcm8veQgW45nmH5SeWGwndanIImKEMKWtRpwGwDDNNsxFOeZ98kyjkHaIVC0FZsjApKk2BorrlNZuj+Fj1fGExefbvpJZ8vqU/zamS0uS5NERQhhsxzDeoJ3GA76Ahzjzbz3z+H/1Mvw/mQY3MjKt+49Y5o7o7GWEbbIskTlRJzV7fszpK0ft/QOo3dkA7rLVoyo2GchLZKoCCFsmqJAh2vU6/v+MO9zHf5XvWwzmlnLDtP91aXMWnbEvM8pGmzN4bOMen8Nk37YXvMB/h3A1UctQD2zo6nDq9NVnYOZeW0n+kb5mnaCQQ9nD6vXZepHCCGsVNnqn9JDS9h8KNE8z1GYra4UAYxtRnEiIx+9wUj3cOlGa20ctRoOpeSw93R2zQdoNBU7XpOwuklja3QZCaAvAkc38A63dDRmI4mKEMK2BXXhnEsoDvpCti/9wTzPEb8CDCXgG4PSsjVz7+7NksmXMSC6pXmeT1y0TiE65kzoxff39an9oPJlygnWU1CblV9CWm5R7VNWNSmf9vFra7VbAjQG+31lQojmocr0zwjDhob9R2+qw0vUyzaV3WjbBnqavrutaDIezg4MbedPqI9b7QeVJyonN0FpUZPFVpc/dpyi56vLmPzTTtNPKl+abMf1KUiiIoSwBy163QRAdFYcSlFO4z54SWFFfUpu2DCKSw2N+/ii6bVsAx4BUFoIp7ZYOhoA0nKLURQI9nY1/aTy1vl2vOIHSVSEEHYhoIP65qMvhsZuqb/vD7UbrVcIbx1sQf83lvPXrjON+xyiUR1Py+PHzYm1t9JXFKtbpvzkqLYceHk0Dw6ONv0kGVERQggboSjQ7XYACtZ8yPL9Ddh5tj5bvgTA0ONu1h3LIi23GF93p8Z7fNHo1hw5y7Tf9/Dj5jqKq8uXKVtRnYqLoxadq4mbEZYWQ/pR9bodr/hBEhUhhN3oMYESBw9cM4/w9+/fUlTaCHu5nNkBp7eCxhFNjztZMvkyvrqrJ/1MXT4qLKJjKx2DWreke3iL2g8qH1E5tQWK85sstkaTfhQMpeDsBV7Blo7GrMyWqLz22mv0798fNzc3vL1rXsKXmJjIlVdeiZubG/7+/jz11FOUlpaaKyQhhD1z0aH0uhuAh53+pqC4ERKVLV+pl7HjwMMfR62GYe0DpIjWynUPa8F39/bhoSExtR/kEwVeIepqrpMbmzK8C+w7k8XDP2xn7voE00+q2jrfzrsjmy1RKS4u5oYbbmDixIk13q/X67nyyispLi5mw4YNfPPNN8ydO5cXX3zRXCEJIeycQ7+HMGocicrfhXfG7kt7sIJzsOdXAEp63Ns4AQrroShVpn8sW6ey51QWi3YnsfxgquknVdSn2Pe0D+ZMVGbMmMHjjz9Op06darz/v//+Y//+/cybN4+uXbsyZswYXnnlFT7++GOKi4vNFZYQwp55BaN0VlcAsX7WpT3Wzh+htAACOjJ9hwfjP17fsD1YhMUZDEYKS+oYWYsaol7Gr2iymGrSPbwF08a04/oeIaafVLHHjyQqZhMXF0enTp0ICAiouG3UqFFkZ2ezb9++Ws8rKioiOzu72pcQQlTo/wgAxgML+f6fFRe3q7LBUFFEW9L9HlYeOsvOk5mNHakwo9mr4un40hLeX3q49oOiL1cvk3ZBTi0rhJpAmwBPHhgczbiurUw/qRnsmlzOYolKcnJytSQFqPg+OTm51vNmzpyJTqer+AoNDTV7rEIIG+LfDkPrUSgYMW74iCX7av//pFYJqyAjHpw8cex6E4seGci0Me3oG9WAzeKERXm7OZJfrOdwSh19dTz8IaiLet3CoyoNUpyvts/H/pcm09BE5ZlnnkFRlDq/Dh48aL5ogWnTppGVlVXxdfLkSbM+nxDC9mgGPAbAjQ5rCNBkNfwByotou94Czh74ejjzwOBoFDsvWrQnozoEsmzKZXx5V6+6D4wZrl4eXdYkcZ2vqFTPthMZDduNO+0wYAQ3X/DwM2d4VsGhIQc/8cQTTJgwoc5joqKiTHqswMBANm/eXO22lJSUivtq4+zsjLOzs0nPIYRopsL7Y2jVE6fTW+mR8it0eN70c7NOwaF/ANgfciP2/3nVPvm4O+FjSr+bmBGw9t2y/Zz0oNE2RXgVjqTkct3sOFq4ObLjxZGmndRMGr2Va1Ci4ufnh59f42Rv/fr147XXXiM1NRV/f38Ali5dipeXF7GxzeMfXwhhJoqijqr8fAdsnA0dryPLIwadWz3NtIxGWPwMGA0ccunKlT+mMj0ngQkDIpsqctHUQnqBsw4KMuDMTgjp0aRPn11QQpDOhdAWdexNdL6zzWfFD+asUUlMTGTnzp0kJiai1+vZuXMnO3fuJDc3F4CRI0cSGxvLHXfcwa5du1iyZAnPP/88kyZNkhETIcSla3el2tSrOJe8uddz5ZsL2JyQUe0QvcFIXHw6f+48TVx8Ooa178GBhRg1jvwb+ABaRaGPNHezWdtOnGPmvwfq3vJA6wBRg9XrFpj+6R/Tkrhpw/j+/jp2ez5favPY46dcg0ZUGuLFF1/km2++qfi+W7duAKxcuZIhQ4ag1WpZtGgREydOpF+/fri7u3PXXXfx8ssvmyskIURzotHCjd9i/GIo7ueO867xHX7bHEnvSLUgdvHeJGYs3E9SViEAl2l20cfpLQCUK95mcs9buTY9nzDfBnzSFVZl24kMPlt9jCs6BXJ1lzq6t8YMhwN/qYnKkKlNGWIFR20Dxg2a2dSPYjTLnuhNJzs7G51OR1ZWFl5eXpYORwhhbVIPYPxyOEpxLsZud6Jc/SGL9yUzcd52yv/zC1VSWOj0PN5KHj+WDqXFzbMZ3THIwoGLS7X7VCY/bz1Jv6iWXNm5jp9n1il4vwMoGngqHtyseHVXbiq80xpQ4JkT4KKzdEQXzdT3b9nrRwhh3/zbo1w/BxQNyo5vMcR9wgt/7q1IUlwp5HPH9/FW8thhiGF66QRmLNx/cf1XhFXpHOLNq+M71Z2kAOhC1MZpRgMcW9lU4VGiN3DNJ+uZ8tNO8opM3D7mZNkiFP/2Np2kNITZpn6EEMJqtBkJI16B/55DWfo8P+oDKXRyogAndOTRRnOas0YvJhY/RjGOJGUVsjkhg37RUp/SbMQMU4tUjy6Hjtc1yVOeSM9nR2Imh5JzeOeGLqaddHKTehna26yxWRNJVIQQzUO/SZB+BGXbXGI01YsrS4xaJhU/RjKViUlqTqEFghSNzWg0kpJdRKnBQEhdK2tihkPcR2qditHYJBv9BXg58+ntPcjMLzZ9o8tTW9TLEElUhBDCvigKjJ3FzqCbeOP39bhQjDPFuFLMUWMwe43Ve0D5e7pYLFTReD5ZFc/bSw5xQ48Q3q5r1CK8Pzi6QW4KpOyFwJr3qWtMni6OjO5Ye9+wC5QWw+nt6vXQBqwSsnGSqAghmpVO3ftxYmkByVmF1FSFogCBOpeK1UHCtkX7eaDVKOQV11MD4uAMkZfB4cXqqEoTJCoNlrwH9EXg6gO+0ZaOpslIMa0QolnRahSmj1WXdZ4/2F7+/fSxsWhNHYoXVm1oOz/2zRjFJ7eZ0MitvJ3+kabpp/L37iT2ns6iVG8w7YSq9SnNaDsHSVSEEM3O6I5BzL69O4G66tM7gToXZt/eXZYm2xFnBy0ujia2xY8Zpl6e3AiF2WaNK7+4lId/3M5V/7eOc6bu83OqbMVPSD37F9kZmfoRQjRLozsGMSI2kM0JGaTmFOLvqU73yEhKM+YTBb4xkH4UjvwHna4321Odyy+hX5QvablF+Hma2I29fGlyM6pPQRIVIURzptUosgS5GVhz+Cw/bEqkU4iOSUNj6j64/VhY977aqdaMiUorb1d+uL+v6SdknYLs06BooVV3s8VljWTqRwghhF1LyS5k8b5k1h45W//BsePUyyNLoTjf7LGZrHw0JbAjOLlbOpomJYmKEEIIu9Y3ypfnr2zPEyPb1n9wUFfwDoOSfLNuUtjg3WuaYf+UcpKoCCGEsGuhPm7cNyiKXhEmLDlXFGh/tXr9wF9miaeoVE+3V5Zyw6cbyC40sZC2YsVP86pPQRIVIYQQ4jzlicrhJVBa1OgPfyQll8z8Eo6k5uLpbEKpaEkBJO1Wr4c2rxU/SDGtEEKI5iCnsIR9Z7JxctDQPaxF3QeH9ALPIMhJgmOroM2oRo2lXaAn/z1+GSnZhSim9EM5sxMMJeARAN7hjRqLLZARFSGEEHbv122nuPnzjXyyMr7+gzUadfUPwP7Gn/5x0GpoE+DJoNZ+pp1QtX9KM2r0Vk4SFSGEEHavQ7COVt6u+HuZ2LOkfPrn0N+gN7GOxFyaaf+UcjL1I4QQwu71jvRh/TOXm35CeH9wawn5aXB8HUQPbZQ4SvUG3l92mNggHSM7BOCorWe8wGiskqg0vxU/yIiKEEIIUQONFtpdqV5vxNU/x9Ly+HhlPE//ugutKdM4545DXipoHNWl082QJCpCCCGaFZM3AYwtX6a8CAz6RnluR62GW3qHcXXXYDSmbNdQ3j8lqAs4utR3tF2SqR8hhBDNwo7Ec0z7fQ+eLg788mD/+k+IHAwu3uqIxslN6nTQJYps6c7MazuZfkL8CvUyrAHt9u2MjKgIIYRoFlq4OXEwOYddJ7MoKjVhhETrCG2vUK/v/9Ps8V1AXwKH/lGvl09DNUOSqAghhGgWwn3d+PT2HqybOhRnB61pJ3W4Rr3c/fMlN38zGIyk5hSafsLxdVCYpRb1NtMVP0iiIoQQorlQFIXRHQPx92pArUfMMPBqBQUZcGDhJT1/YkY+vV9bzsA3V2AwmLDXT/nztbtSLe5tpiRREUIIIWqj0UL3O9Xr2+Ze0kMlpOehUcDX3an+QlqDAQ7+rV4vbz7XTEmiIoQQotkoLNHz89aTTP9zr+k7GHe7HRQNHF8LaUcv+rmHtvVn34zRfHRr9/oPPr0NcpPB2QsiL7vo57QHkqgIIYRoNjSKwvML9vJN3AmOpeWZdpIuBFqPVK9vv7RRFVcnLaE+bvUfWN67pfVIcDCxm66dkkRFCCFEs+HkoOGWXqE8ODgaF8cG1H30mKBe7vzBLDsqV2M0wsFF6vVmPu2D9FERQgjR3MwY17HhJ8WMAM9gyDmjJhEdr2vQ6clZhby8aB9dQrx5YHB03Qen7oeMY6B1hpjhDY/VzsiIihBCCFEfrUNlUe3WOQ0+Pe5YGv/sSWbR7qT6Dz5QNpoSfTk4ezT4ueyNJCpCCCGaHYPByMHkbPKKSk0/6RKKaruHtWDamHbc0S+8/oPLlyXLtA9IoiKEEKI5unb2BkZ/sJa4+HTTT/IOVaeAALZ/06DnC/d154HB0dzYM7TuAzMSIGUPKFpoO6ZBz2GvJFERQgjR7LQN8MTNSUtqTgMLYyuKar83T1FteRFtxABw82n8x7dBkqgIIYRodp69oj27p4/k1j5hDTux9Ui1qDY/HXbMM+mUPaey2BCfRmGJCfsLldentJNpn3KSqAghhGh2dG6OOGgv4i1Q6wADH1evr5oJRTn1nvLlumPc+sUmPlkVX/eBqQfVXZpp3psQnk8SFSGEEKIhekwAnyjIOwsbPqr3cF93Z/w9nekf7Vv3gatmAkZodxXoWjVevDZOEhUhhBDN0p87T3PrFxv5Lu54w050cILhL6nXN3wIOcl1Hv7i2Fg2PTuM3hF11Jwk7Yb9CwAFhj7bsHjsnNkSlddee43+/fvj5uaGt7d3jccoinLB1/z5880VkhBCCFEhNbuIDfHp/Lc/peEnt78aQnpBSX7ZSEjdFEWpeyPCla+rlx2vg4AODY/HjpmtM21xcTE33HAD/fr146uvvqr1uDlz5jB69OiK72tLaoQQQojGNLpjIA5ahRGxAQ0/WVFgxCswZzRs/xb6PgR+bS84rKBYj6tTPa36T22Fw/+qPVqGTGt4LHbObInKjBkzAJg7t+4NnLy9vQkMDDRXGEIIIUSNQn3cuHtA5MU/QHg/tZ7k4CJY9hLc8mO1uw0GI/3fWE6QzpUv7+pJsLdrzY+z4lX1ssut0DLm4uOxUxavUZk0aRItW7akd+/efP311/Vuu11UVER2dna1LyGEEMIihr+kNmc79A8cX1/trqNnczmXX0JiRj7+nrXsgHx8HRxbCRpHGPx008RsYyyaqLz88sv8/PPPLF26lOuuu46HHnqI//u//6vznJkzZ6LT6Sq+QkPr6fInhBBC1MJgMLLqUCov/rmXolIT+pycr2XryiZwCx+F3LMVd7UJ8GTLc8P58q6eNS+FNhphxWvq9e53QgsT2us3Qw1KVJ555pkaC2Crfh08eNDkx3vhhRcYMGAA3bp1Y+rUqTz99NO8/fbbdZ4zbdo0srKyKr5OnjzZkJcghBBCVDP1t918G3eCDUcb0E6/qiHTwKsVpB+F765Bn5dBXHw6f+48zdHUXHrVttrn8BJI3KDuknzZk5f0GuxZg2pUnnjiCSZMmFDnMVFRURcdTJ8+fXjllVcoKirC2bnmYTJnZ+da7xNCCCEaQqNRuKlXGOm5RQR5u1zcg3j4wV0LYc4YSNnDoXdGcH/BM+TiBkCQzoXpY2MZ3TGo8py9v8OCier1XveBV3BjvBy71KBExc/PDz8/P7MFs3PnTlq0aCGJiBBCiCYzZUSbS38Q32jW9fuS2P9uIZajfO30NncVT6UAF5KzCpk4bzuzb+/O6A6BsOZtWFk25dN6FFz+3KU/vx0z26qfxMREMjIySExMRK/Xs3PnTgBiYmLw8PBg4cKFpKSk0LdvX1xcXFi6dCmvv/46Tz4pw19CCCFsi95g5Kk1JfgUT+NHp9forTnE147v8J1+OMeMwRw3BjLzr52MPPgbmr2/qCf1exhGvAyaepYvN3OKsb5lNhdpwoQJfPPNhdtgr1y5kiFDhrB48WKmTZvG0aNHMRqNxMTEMHHiRO6//340GtNLZ7Kzs9HpdGRlZeHl5dXIr0IIIURzcTIjn6SsQnpHNnzX4rj4dG75YiMA3ZQjfOc0Ew+lsOJ+g1EhF1e8lHzQOMCV71YW4TZTpr5/my1RaSqSqAghhLhUKw+lcvecLUS2dGfFE4NRlDq6yNbgz52neWz+zorvOyrHmODwH9HKGaKUM+iUfACKHb1wumUeRA1u9Ndga0x9/zbb1I8QQghhK3pF+ODqqMXf05ncolI8XRwbdL6/Z/VC3L3GKJ4sebDsOyM+5BCupDDtxqvpfQmLTpojSVSEEEI0ex7ODmx9fjjuzhf3ttg70ocgnQtJWYU13KtwDi+cvfzp0e4SOuE2UxbvTCuEEEJYg4tNUgC0GoXpY2NrvK98Emn62Fi0dW1MKGokiYoQQghRRUZeMSnZNY2M1G10xyCeHNkGZ4fqb62BOhd1aXLVPirCZFJMK4QQQpRZtPsMz/y2hyFt/fjo1u4X9Rh6g5HNCRmk5hTi7+lC70gfGUmpgRTTCiGEEA0U7edBXnEpx9PzKCzR4+LY8B4nWo1Cv2hfs8TXHEmiIoQQQpRpH+TFrw/2p1uoN5oGjILkFJbw164zjOvaCo9LqHURF5IaFSGEEKKKHuEtGpSkAPy58wzP/bGXW8uavonGI4mKEEIIUQO9wcjS/SmYUsrp5epIlJ8747q2apLYmhMZnxJCCCHOYzAYuf7TDexIzOSzO3owqkNgncdf3SWYsZ2DKDXY9PoUqyQjKkIIIcR5NBqFAdEt8XJxIKewtNbj0nKLKq4rioKjVt5WG5v8iwohhBA1eHBINGufvpzre4TUeP/fu5MY9OZKlh9IafLYmhNJVIQQQogaeDg7oHOr3PPn45VH+XR1PNmFJQAs3pdMQYmeZQdSLRil/ZMaFSGEEKIeWfklfLzyKPnFetoFejKkrT/v3diFPpE+3NI7zNLh2TVJVIQQQoh6uDppeXlcR1YeSmVwGz8AHLUabu8bbunQ7J4kKkIIIUQ9nBw0XN8jpNZ6FWE+UqMihBBCCKsliYoQQgghrJYkKkIIIYSwWpKoCCGEEMJqSaIihBBCCKsliYoQQgghrJYkKkIIIYSwWpKoCCGEEMJqSaIihBBCCKsliYoQQgghrJYkKkIIIYSwWpKoCCGEEMJqSaIihBBCCKsliYoQQgghrJaDpQO4VEajEYDs7GxLhyKEEEIIE5W/b5e/j9fG5hOVnJwcAEJDQy0dihBCCCEaKCcnB51OV+v9irG+VMbKGQwGzpw5g6enJ4qiNOpjZ2dnExoaysmTJ/Hy8mrUx7YG8vpsn72/Rnl9ts/eX6O8votnNBrJyckhODgYjab2ShSbH1HRaDSEhISY9Tm8vLzs8hewnLw+22fvr1Fen+2z99cor+/i1DWSUk6KaYUQQghhtSRREUIIIYTVkkSlDs7OzkyfPh1nZ2dLh2IW8vpsn72/Rnl9ts/eX6O8PvOz+WJaIYQQQtgvGVERQgghhNWSREUIIYQQVksSFSGEEEJYLUlUhBBCCGG1mnWi8vHHHxMREYGLiwt9+vRh8+bNdR7/yy+/0K5dO1xcXOjUqRP//PNPk8XaUDNnzqRXr154enri7+/P+PHjOXToUJ3nzJ07F0VRqn25uLg0WcwN8dJLL10Qa7t27eo8x5Z+fgAREREXvEZFUZg0aVKNx1v7z2/NmjWMHTuW4OBgFEVhwYIF1e43Go28+OKLBAUF4erqyvDhwzly5Ei9j9vQv2Nzqus1lpSUMHXqVDp16oS7uzvBwcHceeednDlzps7HvJjfdXOp72c4YcKEC2IdPXp0vY9rLT/D+l5fTX+PiqLw9ttv1/qY1vTzM+V9obCwkEmTJuHr64uHhwfXXXcdKSkpdT7uxf7tmqrZJio//fQTU6ZMYfr06Wzfvp0uXbowatQoUlNTazx+w4YN3HLLLdx7773s2LGD8ePHM378ePbu3dvksZti9erVTJo0iY0bN7J06VJKSkoYOXIkeXl5dZ7n5eVFUlJSxdeJEyeaLOaG6tChQ7VY161bV+uxtvbzA9iyZUu117d06VIAbrjhhlrPseafX15eHl26dOHjjz+u8f633nqLDz/8kE8//ZRNmzbh7u7OqFGjKCwsrPUxG/p3bG51vcb8/Hy2b9/OCy+8wPbt2/n99985dOgQV199db2P25DfdXOq72cIMHr06Gqx/vjjj3U+pjX9DOt7fVVfV1JSEl9//TWKonDdddfV+bjW8vMz5X3h8ccfZ+HChfzyyy+sXr2aM2fOcO2119b5uBfzt9sgxmaqd+/exkmTJlV8r9frjcHBwcaZM2fWePyNN95ovPLKK6vd1qdPH+MDDzxg9lgbQ2pqqhEwrl69utZj5syZY9TpdE0a18WaPn26sUuXLiYfb+s/P6PRaHzssceM0dHRRoPBUOP9tvTzA4x//PFHxfcGg8EYGBhofPvttytuy8zMNDo7Oxt//PHHWh+noX/HTen811iTzZs3GwHjiRMnaj2mob/rTaWm13fXXXcZx40b16DHsdafoSk/v3Hjxhkvv/zyOo+x1p+fsYb3hczMTKOjo6Pxl19+qTjmwIEDRsAYFxdX42Nc7N9uQzTLEZXi4mK2bdvG8OHDK27TaDQMHz6cuLi4Gs+Ji4urdjzAqFGjaj3e2mRlZQHg4+NT53G5ubmEh4cTGhrKuHHj2LdvXxNF2HBHjhwhODiYqKgobrvtNhITE2s91tZ/fsXFxcybN4977rmnzs03bennV1VCQgLJycnVfkY6nY4+ffrU+jO6mL9ja5OVlYWiKHh7e9d5XEN+1y1t1apV+Pv707ZtWyZOnEh6enqtx9ryzzAlJYW///6be++9t95jrfXnd/77wrZt2ygpKan282jXrh1hYWG1/jwu5m+3oZplopKWloZerycgIKDa7QEBASQnJ9d4TnJycoOOtyYGg4HJkyczYMAAOnbsWOtxbdu25euvv+bPP/9k3rx5GAwG+vfvz6lTp5o0XlP06dOHuXPnsnjxYmbPnk1CQgKDBg0iJyenxuNt+ecHsGDBAjIzM5kwYUKtx9jSz+985T+HhvyMLubv2JoUFhYydepUbrnlljo3e2vo77oljR49mm+//Zbly5fz5ptvsnr1asaMGYNer6/xeFv+GX7zzTd4enrWOy1irT+/mt4XkpOTcXJyuiBxru+9kQb+7TaUze+eLOo3adIk9u7dW++8aL9+/ejXr1/F9/3796d9+/Z89tlnvPLKK00QqenGjBlTcb1z58706dOH8PBwfv75Z5M+4diar776ijFjxhAcHFzrMbb082vuSkpKuPHGGzEajcyePbvOY23pd/3mm2+uuN6pUyc6d+5MdHQ0q1atYtiwYRaNrbF9/fXX3HbbbfUWrFvrz8/U9wVr0CxHVFq2bIlWq72gkjklJYXAwMAazwkMDGzQ8dbi4YcfZtGiRaxcuZKQkJAGnevo6Ei3bt04evSo2eJrLN7e3rRp06bWWG315wdw4sQJli1bxn333deg82zp51f+c2jIz+hi/o6tQXmScuLECZYuXVrnaEpN6vtdtyZRUVG0bNmy1lht9We4du1aDh061OC/Sazk51fb+0JgYCDFxcVkZmZWO76+90Ya+LfbUM0yUXFycqJHjx4sX7684jaDwcDy5curfSKtql+/ftWOB1i6dGmtx1ua0Wjk4Ycf5o8//mDFihVERkY2+DH0ej179uwhKCjILDE2ptz/b9/+QZL7wjiAnx/ktVwy+mNRXHGohoYgIXAKKhoKiiZboqmopqCglpC2hmhxiCYboyFoaBAkXaSC6kZRISVCBEYQVL5oBfX9LW+X1+ym9cLP46/vB+5wPfcez+NzHu6D6K9fIhqNGq610PL3J5/PJ6qqqkRPT8+X7iuk/DkcDlFdXZ2Wo4eHB7G7u2uYo+/Ucb69NSnn5+ciEAiI8vLyL8+Rba/L5OrqStze3hqutRBzKH5/w+l0OkVzc/OX781n/rI9F5xOpzCZTGn5iEQi4vLy0jAf36nd7yz8R1pdXYXZbMbKygpOT08xMjICq9WK6+trAMDg4CBmZmb068PhMIqKirCwsICzszN4PB6YTCYcHx/nMQpjY2NjKC0tRSgUQjwe149kMqlf8z7Gubk5+P1+RKNR7O/vY2BgAMXFxTg5OclTFMYmJycRCoUQi8UQDofR2dmJiooK3NzcAP+D/L15eXmBqqqYnp7OGCu0/CUSCWiaBk3TIITA4uIiNE3T//EyPz8Pq9WKjY0NHB0doa+vDw6HA6lUSp+jvb0dXq9XP89WxzLF+Pz8jN7eXtTV1eHw8DCtLp+engxjzLbXZYkvkUhgamoK29vbiMViCAQCaGlpQX19PR4fHw3jkymH2fYoANzf38NisWBpaenDOWTOXy7PhdHRUaiqiq2tLezt7cHlcsHlcqXN09jYiPX1df08l9r9Gz+2UQEAr9cLVVWhKApaW1uxs7Ojj7W1tWFoaCjt+rW1NTQ0NEBRFDQ1NWFzczMPq86NEOLDw+fz6de8j3FiYkL/PGw2G7q7u3FwcJCnCD7ndrtRU1MDRVFQW1sLt9uNi4sLfbzQ8/fG7/dDCIFIJJIxVmj5CwaDH+7JtxheX18xOzsLm80Gs9mMjo6OjLjtdjs8Hk/aa5/V8X/tsxhjsZhhXQaDQX2O9zFm2+uyxJdMJtHV1YXKykqYTCbY7XYMDw9nNBwy5zDbHgWA5eVllJSU4O7u7sM5ZM5fLs+FVCqF8fFxlJWVwWKxoL+/H/F4PGOeP+/JpXb/xj+/35SIiIhIOj/yNypERERUGNioEBERkbTYqBAREZG02KgQERGRtNioEBERkbTYqBAREZG02KgQERGRtNioEBERkbTYqBAREZG02KgQERGRtNioEBERkbTYqBAREZG0/gVnRl3kKUhDxAAAAABJRU5ErkJggg==", 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", 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" ] }, - "execution_count": 20, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ax.plot(x_fine, f_interp(x_fine), label=\"interpolant\")\n", + "ax.plot(x_fine, f_interp(x_fine), label=\"nearest\")\n", "\n", "ax.legend(frameon=False, loc=\"best\")\n", - "fig" + "fig\n", + "# alt-text: a figure showing data points, an interpolant to them, and the original function we sampled" ] }, { @@ -599,7 +1236,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -616,7 +1253,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -638,22 +1275,22 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 23, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -666,7 +1303,8 @@ "fig, ax = plt.subplots()\n", "data = func(x, y)\n", "im = ax.imshow(data.T, extent=(0, 1, 0, 1), origin=\"lower\")\n", - "fig.colorbar(im, ax=ax)" + "fig.colorbar(im, ax=ax)\n", + "# alt-text: a heat-map figure showing a function with small-amplitude ripples" ] }, { @@ -678,7 +1316,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -687,22 +1325,22 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 25, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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FixejqKgI06ZNQ01NDV5//XXceuutFzyPx+OBx/P1Mr719RprCUNjXV8A0ahFsshG930V2yofTONrkg/Tg1d2XktLm/ycGi+rVbgkNgBcYjsnjh1ojRPFOSzyZa372eSxOuOTtO7jFtnSyd6mJvE5bTHyLlaWVo0n232j9b4+pcZnorKE/6HYnYsOcpVEPWG95Wtra+H1epGQkBCwPSEhAdXVodeJz8jIwMaNG5GdnQ273Y7ExERccskleOaZZy54noKCArjdbv8jKSkpnGISERGRgOh3gOVbmaJSKmhbuwMHDmD+/Pn47W9/i9LSUmzduhXHjh1Dbm7uBY+fn5+Puro6/6OyslJSTCIiMhnv+aWTdR9mFdYzj4+Ph81mC6oVqKmpCao9aFdQUIDMzEz88pe/xLXXXoupU6di9erVWL9+PaqqqkLGOBwOuFyugAcREdHFtDcf6D7CFc6ovKqqKsyYMQMjR46E1WrFggULgvbZsGEDLBZL0KO5WaOZtxPCSgrsdjtSU1NRXFwcsL24uBgZGaGnUj137hys1sDT2Gxfzc2pVBQa04iIiCIo3FF5Ho8HgwYNwuLFi3Hddddd8LgulwtVVVUBD6dTPi12Z4RdR5KXl4c///nPWL9+PQ4ePIiFCxeioqLC3xyQn5+PmTNn+ve//fbbsXnzZqxZswZHjx7Fu+++i/nz52PChAkYOnRoZJ8NERGZmg/WiDzCEe6ovOHDh+Ppp5/GzJkz4Xa7L3hci8WCxMTEgEdXC7u7bXZ2Nk6ePInly5ejqqoKY8eORVFREZKTv1rYpqqqKiA7mjVrFhoaGvDss8/iF7/4BS655BL84Ac/wBNPPBHZZ0JERKbnVRZ4NUcPtMd/e+Sbw+GAw+EI2CYZlddZjY2NSE5OhtfrxXe/+1387ne/w7hx47SOeTGiMTjz5s3DvHnzQv7fhg0bgrY99NBDeOihhySnighrq/wGURojjaTaZKPWAAAtg/qKYx2tl8tPLFzFr3mwvLy+WHEoms7axbH/WzdKHOuFbJXEsz5HJ/YKbd8ZjdfVI+9w5dWo5WwdcokoLiZGuGwgABUnvyc8A+Svj88u/3yyCJtgLa3y19XaJiivJKYH+PbItyVLlmDp0qUB2ySj8jpj1KhR2LBhA6655hrU19fj6aefRmZmJvbv348RI0aIj3sxXPuAiIgMI5LzFFRWVgZ0dP92LcE3hTMqrzMmTZqESZMm+f/OzMzE+PHj8cwzz2DVqlXi414MkwIiIjIMFYFVEtX5+M6MfpOMypOwWq343ve+h8OHD0fsmCHP06VHJyIi6kZeWCLy6CzJqDwJpRTKy8sxZMiQiB0zFNYUEBERacjLy0NOTg7S0tKQnp6OF154IWhU3okTJ/DSSy/5Y8rLy4HznQm//PJLlJeXw263Y8yYMQCAZcuWYdKkSRgxYgTq6+uxatUqlJeX47nnnuvS58KkgIiIDMOn9NcuCLffdLij8gAEjCIoLS3Fq6++iuTkZBw/fhwAcObMGfz85z9HdXU13G43xo0bhx07dmDChAlaz+1imBQQEZFh+CLQp0ASH+6ovItN3vfUU0/hqaeeCrscutingIiIiACz1BRYWzSqkqShGtVXrf3FoahPlo+1jo0fKI6VrsTa0k9+nbzyoeFQpzXmKThylTh2Xz/Zip8+nzx/r6+XT3xha5SP+29xyV/buu/0EcXFXCafHMEXIy9vS395rM68JBbhyuO2Jo25EQRzt0jLKeGDBT7NNe9143szUyQFRERkDpGc0dCM2HxAREREAGsKiIjISKLV0dAomBQQEZFh+BCBaY5N3KfAvOkQERERBWBNARERGYaKwOgDZeKaAlMkBVpDEoWkQ/SgOUTJq7MMq6/7r5NO053O0smx9fIT+87JhssBQJ1NFqtzP9k0lv+2tshjde7jxstk96LFJx9CqfM9oHMfK40iW73S6yQ/p4TSWL4+XJFcJdGMTJEUEBGRObCjoR7zPnMiIiIKwJoCIiIyDDYf6GFSQEREhsFpjvWw+YCIiIgA1hQQEZGRsPlAD5MCIiIyDCYFekyRFHT3mFxdOuOWdWLNxNomf9Nbu3EZ2KjTmB+B93E3EL4+OvNeiM7Xyz6DzcwUSQEREZkDawr0MCkgIiLDYFKgh6MPiIiICGBNARERGYmKwDwD3dzlokdhUkBERIbB5gM9TAqIiMgwmBToMUVS4Ivp/sog6ZKm0FyuViu2VR4rpbP8sdcpj23rJ78nvE55rM8uG5tl0fiQsnjksTFNGrFn5bG2ZlmcznDRaC3j7bVrnFcYq6zye1gynFHZzFwh37uYIikgIiJzYE2BHiYFRERkGEwK9HBIIhEREQGsKSAiIiNRygKl+UtfN743Y1JARESG4YNFe54C3fjejM0HREREBJilpkBnuJA0YbQIh1QBQMw5eWxcrXw5MkedxlJmwhFHnkvkeWnjZfLYVpdXHOsa2iCOTewvi23TGC/3+Wm3OLalsq841lkj/7XVt1p2L9ob5a+rL1Ze3uZL5Ms6Ng2Sn9cbJ3vjSYcyAoBFcImV/GUJGzsa6jFFUkBERObAPgV62HxARESkafXq1UhJSYHT6URqaip27tx5wX2rqqowY8YMjBw5ElarFQsWLAi53xtvvIExY8bA4XBgzJgx2LJlSxc+g68wKSAiIsNobz7QfYSjsLAQCxYswOLFi1FWVobJkydj2rRpqKioCLm/x+PBoEGDsHjxYlx33XUh9ykpKUF2djZycnKwf/9+5OTkYPr06di7d6/ounQWkwIiIjKM9uYD3QcA1NfXBzw8Hk/Ic65YsQKzZ8/GnDlzMHr0aKxcuRJJSUlYs2ZNyP2HDx+Op59+GjNnzoTbHbrPz8qVKzFlyhTk5+dj1KhRyM/Pxw9/+EOsXLkyglcrGJMCIiIyDBWBWoL2pCApKQlut9v/KCgoCDpfS0sLSktLkZWVFbA9KysLu3fvFj+PkpKSoGNOnTpV65idwY6GREREIVRWVsLlcvn/djgcQfvU1tbC6/UiISEhYHtCQgKqq6vF566uro74MTuDSQERERmGAqA0F2VsD3e5XAFJQUcslsB+CEqpoG3h6opjXowpkgKfXeMOETaw2EI3PXVK7Fl5bL8T8rWT7Z+dkZ9Y+C6MTbpUfMqmQfK1k21u+TrR3086LI79geuAKO6cL/gXSmf9LW6cOHbvye+IY2M1lk7u/6lsso6Yavk9rPrI7yfrcI25IPrLJ1JRA2RxXof8M9HaEv7r6uvGbxofLLB044yG8fHxsNlsQb/ga2pqgn7phyMxMTHix+wM9ikgIiISstvtSE1NRXFxccD24uJiZGRkiI+bnp4edMxt27ZpHbMzTFFTQERE5hCNyYvy8vKQk5ODtLQ0pKen44UXXkBFRQVyc3MBAPn5+Thx4gReeuklf0x5eTkAoLGxEV9++SXKy8tht9sxZswYAMDDDz+M66+/Hk888QTuvPNOvPnmm3jnnXewa9cured2MUwKiIjIMHzKAks3T3OcnZ2NkydPYvny5aiqqsLYsWNRVFSE5ORk4PxkRd+es2DcuK+b9UpLS/Hqq68iOTkZx48fBwBkZGTgtddew2OPPYbf/OY3uPLKK1FYWIiJEydqPbeLYVJARESkad68eZg3b17I/9uwYUPQNtWJflj33HMP7rnnnoiUr7OYFBARkWEoFYHRB5rxvRmTAiIiMgwuiKTHFEmBitFI+8QrospvKq3hjKeaxLGq8nN5rHRIYl/5MDBLmzzWGScfuvm9fsfEsVP71InizvnkQyj/v/7yIUx77VeIY20e+XLCMTX1ori2ihPic9pc/cSx9kv7iGOtrfKPYel3l4qVL5OuvOEPWlM2E//07mVMkRQQEZE5sKZAD5MCIiIyjGiMPjASJgVERGQY7GiohzMaEhEREcCaAiIiMpKvagp0+xRErDi9DpMCIiIyDHY01MPmAyIiIgJYU2BAGvVe0rkGAAA+89S32SAf420V5uFWjTXUreiFr430XlTy10aLmeubexh1/qF7DLNiUkBERIbB5gM9bD4gIiIigDUFRERkKGw/0CKqKVi9ejVSUlLgdDqRmpqKnTt3dri/x+PB4sWLkZycDIfDgSuvvBLr16+XlpmIiCi0880HOg/xohIGEHZNQWFhIRYsWIDVq1cjMzMTzz//PKZNm4YDBw7g8ssvDxkzffp0fPHFF1i3bh2+853voKamBm1tbZEoPxERkR9nNNQTdlKwYsUKzJ49G3PmzAEArFy5Em+//TbWrFmDgoKCoP23bt2K7du34+jRoxgwYAAAYPjw4ZEoOxEREUVQWElBS0sLSktLsWjRooDtWVlZ2L17d8iYt956C2lpaXjyySfx8ssvo2/fvrjjjjvwu9/9DnFxcSFjPB4PPJ6v1w+ur5cto9rO4pVXBUUjY/TGymPb3KGvaWfYh8iX2JVeqBaXfPljJV+ZF55m+UX+8FySODYxRrZ08lnVV3zOw+cGi2PRKn/veO3y03oH9hfFxbQOFZ9TxTnEsa0u+ZNVMfJrbBE2flvaNM4pGPUpiZHi6AM9YSUFtbW18Hq9SEgI/PJISEhAdXV1yJijR49i165dcDqd2LJlC2prazFv3jycOnXqgv0KCgoKsGzZsnCKRkRE9FV/AN0vdRMnBaKOhpZvTaSilAra1s7n88FisWDjxo2YMGECbrnlFqxYsQIbNmxAU1NTyJj8/HzU1dX5H5WVlZJiEhERURjCqimIj4+HzWYLqhWoqakJqj1oN2TIEFx22WVwu93+baNHj4ZSCp999hlGjBgRFONwOOBwyKvyiIjInNjRUE9YNQV2ux2pqakoLi4O2F5cXIyMjIyQMZmZmfj888/R2Njo3/bJJ5/AarVi2LBh0nITEREFUxF6mFTYzQd5eXn485//jPXr1+PgwYNYuHAhKioqkJubC5yv+p85c6Z//xkzZmDgwIH46U9/igMHDmDHjh345S9/iZ/97GcX7GhIRERE3S/sIYnZ2dk4efIkli9fjqqqKowdOxZFRUVITk4GAFRVVaGiosK/f79+/VBcXIyHHnoIaWlpGDhwIKZPn47f//73kX0mRERkehx9oEc0zfG8efMwb968kP+3YcOGoG2jRo0KanLoTtYWjSGJ0tUhNG6qtj7iUJxLlA+N8tkHyU8srG5rHiifadunMeStrUE+JHHHF98Rx1Z53J3YK5jHK79O/++kfEiipVk+7tMbJ38PnLtM9iaw99O5/+VLwTQN1LhOGt2nLF5ZnM5nolUynFFjCKSIiav/dXFBJCIiIgK4IBIRERkJmw/0MCkgIiLj4CqJWpgUEBGRgVjOP3SPYU7sU0BEREQAawqIiMhQ2HyghTUFRERkHFGa0XD16tVISUmB0+lEamoqdu7c2eH+27dvR2pqKpxOJ6644gqsXbs24P83bNgAi8US9Ghubg6/cGEwRU2BtU0eK+2EatHINL0aEz2eGyQfL93SXyNHFD7fNo2x7D6Nu9fWKL9OJ04MEMdWn3LJAjV6Q3sb5Rcqpik6822cTZS9Pk0D5K+reE4SAG19orPEdDTmKRAtnazxGdwbFBYWYsGCBVi9ejUyMzPx/PPPY9q0aThw4AAuv/zyoP2PHTuGW265BXPnzsUrr7yCd999F/PmzcOgQYNw9913+/dzuVw4dOhQQKzTKV9uvjNMkRQQEZFJRGHp5BUrVmD27NmYM2cOAGDlypV4++23sWbNGhQUFATtv3btWlx++eVYuXIlcH6RwH379uGPf/xjQFJgsViQmJio91zCxOYDIiIyjPZVEnUfAFBfXx/w8Hg8QedraWlBaWkpsrKyArZnZWVh9+7dIctYUlIStP/UqVOxb98+tLa2+rc1NjYiOTkZw4YNw2233YaysrLIXKQOMCkgIiIKISkpCW632/8I9au/trYWXq8XCQkJAdsTEhJQXV0d8rjV1dUh929ra0NtbS1wfnmADRs24K233sKmTZvgdDqRmZmJw4cPR/Q5fhubD4iIyDgiOPqgsrISLtfX/YAcjgsvVGGxBDY5KKWCtl1s/29unzRpEiZNmuT//8zMTIwfPx7PPPMMVq1aFe4z6jQmBUREZBwR7FPgcrkCkoJQ4uPjYbPZgmoFampqgmoD2iUmJobcPyYmBgMHDgwZY7Va8b3vfa/LawrYfEBERCRkt9uRmpoatBJwcXExMjIyQsakp6cH7b9t2zakpaUhNjb0Cq5KKZSXl2PIkCERLH0wU9QUWDSW7YzGZJc6Q5R8spV5AQCt/bv/2eoMA9Makqgx1M7SKl92GVaNWKFY4bA1ALC2dmKnC9C5j5sHyF4fyXC5r4PloTr3sZKPooTFJyu0zusq4u2+zxaL0hsSDsGQ8ry8POTk5CAtLQ3p6el44YUXUFFRgdzcXABAfn4+Tpw4gZdeegkAkJubi2effRZ5eXmYO3cuSkpKsG7dOmzatMl/zGXLlmHSpEkYMWIE6uvrsWrVKpSXl+O5557Te3IXYYqkgIiITCIKMxpmZ2fj5MmTWL58OaqqqjB27FgUFRUhOTkZAFBVVYWKigr//ikpKSgqKsLChQvx3HPPYejQoVi1alXAcMQzZ87g5z//Oaqrq+F2uzFu3Djs2LEDEyZM0HxyHbOo9t4NPVh9fT3cbjeuXPQ4bIKJG3SyeCmdTFVnog/pZCbQ/ZUlpFVToPGj22eXv0A6NRTRaLDTuSd0flFqTZAjLLPZagqksd29MrC3uRlHH38UdXV1F22jl2r/nkh66newxulN8ONrakblwt90aXl7KvYpICIiIoDNB0REZChcEEkLkwIiIjIOJgVa2HxAREREAGsKiIjIUFhToMUUSUE0etXriEZvZLOxtsq7X3f7GO9eivdxNxB+eemO4w/7fN35GRyFVRKNhM0HREREBJilpoCIiMwhGjMaGgmTAiIiMg72KdDC5gMiIiICmBQQERFROzYfEBGRYVgi0CfAvGMPzJIUROMV1rkpdRZT0hj609sWRNKKjZFfZK2hdlG4F7XuCY0lb7UW55IuiKTx3tF6baK0mFKvqevtzvueQxK19JZbioiIiLqYOWoKiIjIHDj6QAuTAiIiMg4mBVrYfEBEREQAawqIiMhIOKOhHiYFRERkHGw+0GKKpMBn0xnjJwuztmmswtciDkVMszxW57xSPrs8trWvPLZN47zefvIxfipWGKsxRMrikbcSxpwVhyK2WV7mmHOyOGub+JRaw+a8Dnlsm1Me6xMOj1Uan4mSIa7KauJv2V7GFEkBERGZBGsKtDApICIiw2CfAj0cfUBEREQAawqIiMhQOM2xFiYFRERkHOxToIVJARERGQb7FOhhnwIiIiICzFJToDSepbRpSWfZWJtHHms/I09x7Y3y8ffSzNrTX56Xtjnl7X7evvLnGjuoSRzr7ieL9frkz7WuXj6hg69VPgDf5pGX2XlKdkPFnpO/rr4YeXlbXPJYZdO4j52y6+TT+EwUzVPQnd80bD7QYoqkgIiITCICzQdmTgrYfEBEREQAawqIiMhQ2HyghUkBEREZB5MCLWw+ICIi0rR69WqkpKTA6XQiNTUVO3fu7HD/7du3IzU1FU6nE1dccQXWrl0btM8bb7yBMWPGwOFwYMyYMdiyZUsXPoOvMCkgIiLDaJ+nQPcRjsLCQixYsACLFy9GWVkZJk+ejGnTpqGioiLk/seOHcMtt9yCyZMno6ysDI8++ijmz5+PN954w79PSUkJsrOzkZOTg/379yMnJwfTp0/H3r17dS9RhyxKqR5fUVJfXw+3240rFz0OmzP8dUZb+2k8ReGSnzGN8nwr7gtxKPp/Ll871vmlxtrJwtuoebB8yNvp78hbvxpHy5/ryJQqcew1l3wuivNojCErrU0Sx1YdHiSOdR8UrusL4JKjraI4+xn5eF6fQ17ecwny+7jxMvlnRdMg4ZBEh8bSya3hD6H0NTfj+JLFqKurg8vlEp+7I/7viUdl3xPf5G1uxpHHH+10eSdOnIjx48djzZo1/m2jR4/GXXfdhYKCgqD9f/3rX+Ott97CwYMH/dtyc3Oxf/9+lJSUAACys7NRX1+Pf/zjH/59br75Zlx66aXYtGmT1vPrCGsKiIiIQqivrw94eDzBSWdLSwtKS0uRlZUVsD0rKwu7d+8OedySkpKg/adOnYp9+/ahtbW1w30udMxIYVJARETGoSL0AJCUlAS32+1/hPrVX1tbC6/Xi4SEhIDtCQkJqK6uDlnE6urqkPu3tbWhtra2w30udMxI4egDIiIyjEiufVBZWRnQfOBwXLiZyGIJbFZRSgVtu9j+394e7jEjgUkBEREZS4R6yrlcrov2KYiPj4fNZgv6BV9TUxP0S79dYmJiyP1jYmIwcODADve50DEjhc0HREREQna7HampqSguLg7YXlxcjIyMjJAx6enpQftv27YNaWlpiI2N7XCfCx0zUlhTQERExhGFyYvy8vKQk5ODtLQ0pKen44UXXkBFRQVyc3MBAPn5+Thx4gReeukl4PxIg2effRZ5eXmYO3cuSkpKsG7duoBRBQ8//DCuv/56PPHEE7jzzjvx5ptv4p133sGuXbs0n1zHmBQQEZFhRLJPQWdlZ2fj5MmTWL58OaqqqjB27FgUFRUhOTkZAFBVVRUwZ0FKSgqKioqwcOFCPPfccxg6dChWrVqFu+++279PRkYGXnvtNTz22GP4zW9+gyuvvBKFhYWYOHGi3pO7CFMkBcomv0OUdOiyxl1p05guwHFaNr4bAGKrzshP7JMtWatiB4pPafXKb19bnHw+B+lcAwAwxfWRKO6cko+DP9UiXzr589h4cazNI38POE42y85ZfVp8TtVHPrY9to/8XrS2arTiCvuc+WLlr41VsIy3+HO0F5k3bx7mzZsX8v82bNgQtO2GG27ABx980OEx77nnHtxzzz0RK2NnmCIpICIik+DaB1qYFBARkWFEo/nASDj6gIiIiABpUhDualDt3n33XcTExOC73/2u5LREREQdi+CMhmYUdlIQ7mpQ7erq6jBz5kz88Ic/1CkvERHRhTEp0BJ2UrBixQrMnj0bc+bMwejRo7Fy5UokJSUFrA4Vyv33348ZM2YgPT39oufweDxBC1EQERFR1wqro2H7alCLFi0K2N7RalAA8Je//AVHjhzBK6+8gt///vcXPU9BQQGWLVsWTtE6pDUcRjycUT4/tVU+qhC2Rvl4RnVKYziXVzYk0Tawv/icFm+cONZulw9JHKGxtvV4h2zYZ4NP/tPlvbhT4th3Y2SvKwBY2+RvPGvdOVGc78ta8Tkt/eX3Ymyizn0s7++tpB8zOp+JkuXkhUvQS7CjoZ6wagokq0EdPnwYixYtwsaNGxET07mbPz8/H3V1df5HZWVlOMUkIiKzYvOBFlGK2tmVm7xeL2bMmIFly5bhqquu6vTxHQ5Hh6tRERERhcR5CrSElRSEuxpUQ0MD9u3bh7KyMjz44IMAAJ/PB6UUYmJisG3bNvzgBz/QfQ5EREQUAWElBd9cDepHP/qRf3txcTHuvPPOoP1dLhf+/e9/B2xbvXo1/ud//gevv/46UlJSdMpOREQUgH0K9ITdfBDOalBWqxVjx44NiB88eDCcTmfQdiIiIm1sPtASdlIQ7mpQRERE1DuIOhqGuxrUNy1duhRLly6VnFZOpy5IPrJQfkr5KDBYPF5xrO9skzhWeWXntWqUVyebt9nkF3mgrVEcG2+TrVjYxyIfauqOkb+uOhOha93HLbJxud5m2eqKAGCNjRXHWlo0nmwUfpUqjSGCKkSn8ovHiE8XNjYf6OGCSEREZBxsPtDCBZGIiIgIYE0BEREZCmsKtDApICIiw7BEoCtYFLqS9RhsPiAiIiKANQVERGQobD7QwqSAiIgMg0MS9TApMJooNQhZrMJWuF7YgOWNQoujDxrj4KlTQi3q1vngSJaEtLCmQEsv/EgmIiKirsCaAiIiMhYT/9LXxaSAiIgMg30K9LD5gIiIiADWFBARkaGwo6EWJgVERGQYbD7QY46kQGfdTtX9d4fSaNRRdvlLau0bJz+vVzZkTqe8OsPA2tps4thTbf3EsTXez0VxDT75fVjXJn9ddUZCat3HDrsoztqnj/ykcU5xqIrVWWNaHio+pU9+UskXppm/ZHsbcyQFRERkDmw+0MKkgIiIDIPNB3o4+oCIiIgAJgVERGQoKkKPLnL69Gnk5OTA7XbD7XYjJycHZ86c6fgpKYWlS5di6NChiIuLw4033oiPP/44YJ8bb7wRFosl4HHvvfeGXT4mBUREZBw9PCmYMWMGysvLsXXrVmzduhXl5eXIycnpMObJJ5/EihUr8Oyzz+L9999HYmIipkyZgoaGhoD95s6di6qqKv/j+eefD7t87FNARESGEck+BfX19QHbHQ4HHA6H+LgHDx7E1q1bsWfPHkycOBEA8OKLLyI9PR2HDh3CyJEjg2KUUli5ciUWL16M//iP/wAA/Nd//RcSEhLw6quv4v777/fv26dPHyQmJorLB9YUEBERhZaUlOSv5ne73SgoKNA6XklJCdxutz8hAIBJkybB7XZj9+7dIWOOHTuG6upqZGVl+bc5HA7ccMMNQTEbN25EfHw8rr76ajzyyCNBNQmdYYqaAovOWOsojCH2abwqXqc82OZ2iWMtwnkKWuJixefUGQff1iqfp+CzlgHi2P/X2lcUd84n/3XyhUf+usIrfwPo3Me+frLnq3MPK415Otqc8vtJ2TTmDJDWc+usxC05ZXf25o/gkMTKykq4XF/fUzq1BABQXV2NwYMHB20fPHgwqqurLxgDAAkJCQHbExIS8Omnn/r//slPfoKUlBQkJibio48+Qn5+Pvbv34/i4uKwymiKpICIiMzBohQsmpPOtce7XK6ApOBCli5dimXLlnW4z/vvv//VsS3BSaBSKuT2gDJ96/+/HTN37lz/v8eOHYsRI0YgLS0NH3zwAcaPH3/R59COSQEREZGGBx988KI9/YcPH44PP/wQX3zxRdD/ffnll0E1Ae3a+whUV1djyJAh/u01NTUXjAGA8ePHIzY2FocPH2ZSQEREJhWFGQ3j4+MRHx9/0f3S09NRV1eH9957DxMmTAAA7N27F3V1dcjIyAgZ094kUFxcjHHjxgEAWlpasH37djzxxBMXPNfHH3+M1tbWgESiM9jRkIiIDKN99IHuoyuMHj0aN998M+bOnYs9e/Zgz549mDt3Lm677baAkQejRo3Cli1bvno+FgsWLFiAxx9/HFu2bMFHH32EWbNmoU+fPpgxYwYA4MiRI1i+fDn27duH48ePo6ioCD/+8Y8xbtw4ZGZmhlVG1hQQERF1k40bN2L+/Pn+0QR33HEHnn322YB9Dh06hLq6Ov/fv/rVr9DU1IR58+bh9OnTmDhxIrZt24b+/fsDAOx2O/75z3/i6aefRmNjI5KSknDrrbdiyZIlsNnC6wTLpICIiIyjhy+INGDAALzyyisdn/5bHSUtFguWLl2KpUuXhtw/KSkJ27dvj0j5TJEUWLxa0bIwjbGMKkZ+R7b1kw/xi7lEviSwdInptr7yW1DJR4HB2ypvOTt+bqA4dn9ssiiuWcmvU1VTdIYkahQZbf1lQ7+sA9zic/o0hsd64+T3k0/jPpYOLbRovK6SZZd1lmoO+1xcEEkL+xQQERERYJaaAiIiMoke3nzQ0zEpICIiw2DzgR4mBUREZBysKdDCPgVEREQEsKaAiIiMxszV/7pMkRToDYfp/rvLFysvb2tfeeWPbYB8lTiLT3adWvvJy6uzSqLyaKyS2HiJODbONkwU59EYt/blWflQU4vG0E2t+7if7KPJ4u0jPqfXIX+urRpDEnWG1kq//Cxt8nOKhkHqrMoYLqXEQ6QDjmFSbD4gIiIiwCw1BUREZA4cfaCHSQERERkHRx9oYfMBERERAawpICIiI7H4vnroHsOsmBQQEZFxsPlAC5sPiIiICDBLTYFWVZDGEshSPvkKrmjtI8/zrF6N20GYWUdtfLfG+Pvaxr7y8wq7NXt98vLWNTrFsVaN8ew+jduppb/w+Vo0lj+2y9/rbXEaS0zrLJ0snadAZ+lkwTm7szc/Rx/oMUVSQEREJsHJi7QwKSAiIsNgTYEe9ikgIiIigDUFRERkKBx9oIVJARERGQabD/Sw+YCIiIgA09QUaAxJtAhH7uhkmjpDudrkqx/DorMWsZBOeXVGi1pa5MHnGh3i2BrhfeHTGJLYes4ujo1pk18nnfu4tY/svMqqM8RVY0iis5cNSdT5TBTEdusMgRx9oMUcSQEREZkCmw/0sPmAiIiIANYUEBGRoXD0gRYmBUREZBhsPtDD5gMiIiICWFNARESG4lNfPXSPYVJMCoiIyDjYp0CLKZICrTGy3b9ysta4Za/GeGmt5yp8E+mUV2daBWurxpj0c/K3TZNPOP5eGAcAaJZfKJ33jtL4dJHeFzrvHZ37ySefCkJvvg3pl5fOZ6IkthvnKbBEoE9AFD72ewz2KSAiIuomp0+fRk5ODtxuN9xuN3JycnDmzJkOYzZv3oypU6ciPj4eFosF5eXlQft4PB489NBDiI+PR9++fXHHHXfgs88+C7t8TAqIiMg42mc01H10kRkzZqC8vBxbt27F1q1bUV5ejpycnA5jzp49i8zMTPzhD3+44D4LFizAli1b8Nprr2HXrl1obGzEbbfdBq/XG1b5TNF8QERE5tCThyQePHgQW7duxZ49ezBx4kQAwIsvvoj09HQcOnQII0eODBnXnjQcP3485P/X1dVh3bp1ePnll3HTTTcBAF555RUkJSXhnXfewdSpUztdRlFNwerVq5GSkgKn04nU1FTs3Lnzgvtu3rwZU6ZMwaBBg+ByuZCeno63335bcloiIqJuU19fH/DweDxaxyspKYHb7fYnBAAwadIkuN1u7N69W3zc0tJStLa2Iisry79t6NChGDt2bNjHDTspKCwsxIIFC7B48WKUlZVh8uTJmDZtGioqKkLuv2PHDkyZMgVFRUUoLS3F97//fdx+++0oKysL99REREQdUxF6AEhKSvK3/bvdbhQUFGgVrbq6GoMHDw7aPnjwYFRXV2sd126349JLLw3YnpCQEPZxw24+WLFiBWbPno05c+YAAFauXIm3334ba9asCXnBVq5cGfD3448/jjfffBN///vfMW7cuJDn8Hg8ARlZfX19uMUkIiITsigFi2afgPb4yspKuFwu/3aHI/QKqUuXLsWyZcs6POb777//1bFDLL2rlAq5XZfkuGElBS0tLSgtLcWiRYsCtmdlZXW6isLn86GhoQEDBgy44D4FBQUXvcBh0bk/ojBeVWdolFdraFT3D8TxxWoE6wzlCq/vTQCrxhA/n3BolkVj3JrFoxGrMyRR5z4Wrk6ts/yx1pBEjftYa8Vy6X2hMTmPqL29l477d7lcAUnBhTz44IO49957O9xn+PDh+PDDD/HFF18E/d+XX36JhIQEcTkTExPR0tKC06dPB9QW1NTUICMjI6xjhZUU1NbWwuv1BhU+nCqKP/3pTzh79iymT59+wX3y8/ORl5fn/7u+vh5JSUnhFJWIiMzIF4F5EcKMj4+PR3x8/EX3S09PR11dHd577z1MmDABALB3717U1dWF/eX9TampqYiNjUVxcbH/u7WqqgofffQRnnzyybCOJRp98O3qiM5WUWzatAlLly7Fm2++GbJdpZ3D4bhgNQ0REdGFRLL5INJGjx6Nm2++GXPnzsXzzz8PAPj5z3+O2267LWDkwahRo1BQUIAf/ehHAIBTp06hoqICn3/+OQDg0KFDwPkagsTERLjdbsyePRu/+MUvMHDgQAwYMACPPPIIrrnmGv9ohM4Kq+IqPj4eNpstqFagpqbmolUfhYWFmD17Nv77v/877EISEREZwcaNG3HNNdcgKysLWVlZuPbaa/Hyyy8H7HPo0CHU1dX5/37rrbcwbtw43HrrrQCAe++9F+PGjcPatWv9+zz11FO46667MH36dGRmZqJPnz74+9//DpstvGk+w6opsNvtSE1NRXFxsT+DAYDi4mLceeedF4zbtGkTfvazn2HTpk3+J0VERBRxPXztgwEDBuCVV17p+PTfqqmYNWsWZs2a1WGM0+nEM888g2eeeUarfGE3H+Tl5SEnJwdpaWlIT0/HCy+8gIqKCuTm5gLn+wOcOHECL730EnA+IZg5cyaefvppTJo0yV/LEBcXB7fbrVV4IiKiAJGYkbALZzTs6cJOCrKzs3Hy5EksX74cVVVVGDt2LIqKipCcnAyc79zwzTkLnn/+ebS1teGBBx7AAw884N9+3333YcOGDZF6HkRERD16RsPeQNTRcN68eZg3b17I//v2F/2//vUvWckiyKKzwlwU7g6dIUo6K9PpXCYpnVXttIYkavROtrZoDPHzdv9yIxaNFSF1enFHY4hftO4nn855Na6T+ONJa5i24ELpLAVJ3YprHxARkXGw+UALkwIiIjIMi0+vJhCaNYm9HZdOJiIiIoA1BUREZChsPtDCpICIiIyjh89T0NOx+YCIiIgA1hQQEZGR9OS1D3oDJgUXE43xtVEaLx2FlZP15mSI0tLJOtdJa84M6Tl1nqvWHB/yUOl8A1rLEGuI1n0cjZNK5kbo1ule2KdAC5sPiIiICGBNARERGYrSm4nTfwyTYlJARESGwT4FepgUEBGRcagI9Akwb07APgVERET0FdYUEBGRcXD0gRZTJAVRWRtb45xaQ+1629AonXPqxOoMyfJqvLjRWGhFo7g67x2t+6m31WFG6z6WntLI33m+CFxTLohEREREZmeKmgIiIjIHjj7Qw6SAiIiMg30KtLD5gIiIiADWFBARkaGwpkALkwIiIjIOJgVa2HxAREREAGsKeiidJWejdN7eRmucttZywlH4BRKVCSg072P+XCEpzlOghUkBEREZBock6mFSQERExsE+BVpYSUdEREQAawqIiMhQfEq/747PvDUFTAqIiMg42Hyghc0HREREBJgmKVAaj97GYqJHtC6x0nj4LN3/0Chv9C6yiR46ovG51uM/S9XXtQXSRxcW+PTp08jJyYHb7Ybb7UZOTg7OnDnTYczmzZsxdepUxMfHw2KxoLy8PGifG2+8ERaLJeBx7733hl0+cyQFRERkDroJQSSaHzowY8YMlJeXY+vWrdi6dSvKy8uRk5PTYczZs2eRmZmJP/zhDx3uN3fuXFRVVfkfzz//fNjlY58CIiKibnDw4EFs3boVe/bswcSJEwEAL774ItLT03Ho0CGMHDkyZFx70nD8+PEOj9+nTx8kJiZqlZE1BUREZBw+FZkHgPr6+oCHx+PRKlpJSQncbrc/IQCASZMmwe12Y/fu3dpPfePGjYiPj8fVV1+NRx55BA0NDWEfgzUFRERkHMr31UP3GACSkpICNi9ZsgRLly4VH7a6uhqDBw8O2j548GBUV1eLjwsAP/nJT5CSkoLExER89NFHyM/Px/79+1FcXBzWcZgUEBERhVBZWQmXy+X/2+FwhNxv6dKlWLZsWYfHev/99wEAFktw71KlVMjt4Zg7d67/32PHjsWIESOQlpaGDz74AOPHj+/0cZgUEBGRcURwngKXyxWQFFzIgw8+eNGe/sOHD8eHH36IL774Iuj/vvzySyQkJGgUONj48eMRGxuLw4cPMymIqN44LJEuTud1NdFqkrz/DcrIr6svAkMKw5zRMD4+HvHx8RfdLz09HXV1dXjvvfcwYcIEAMDevXtRV1eHjIwMcXFD+fjjj9Ha2oohQ4aEFceOhkREZBw9eEji6NGjcfPNN2Pu3LnYs2cP9uzZg7lz5+K2224LGHkwatQobNmyxf/3qVOnUF5ejgMHDgAADh06hPLycn8/hCNHjmD58uXYt28fjh8/jqKiIvz4xz/GuHHjkJmZGVYZmRQQERF1k40bN+Kaa65BVlYWsrKycO211+Lll18O2OfQoUOoq6vz//3WW29h3LhxuPXWWwEA9957L8aNG4e1a9cCAOx2O/75z39i6tSpGDlyJObPn4+srCy88847sNlsYZWPzQdERGQcKgJrF3Rh88qAAQPwyiuvdHz6b5V/1qxZmDVr1gX3T0pKwvbt2yNSPiYFRERkHFwQSQubD4iIiAhgTQERERmKzwdAc/Iin2Z8L8akgIiIjIPNB1qYFBCFy7yfF0RkcEwKiIjIOFhToIVJARERGUcUZjQ0Eo4+ICIiIoA1BUREZCRK+aA0l07Wje/NmBQQEZFxKKVf/c8+BURERAagItCnwMRJAfsUEBEREcCaAiIiMhSfD7Bo9glgnwIiIiIDYPOBFjYfEBEREcCaAiIiMhLl80FpNh9wSCIREZERsPlAC5sPiIiICGBNARERGYpPARbWFEgxKSAiIuNQCoDukETzJgVsPiAiIiKANQVERGQkyqegNJsPlIlrCpgUEBGRcShfBJoPzDskUdR8sHr1aqSkpMDpdCI1NRU7d+7scP/t27cjNTUVTqcTV1xxBdauXSstLxER0QUpn4rIw6zCTgoKCwuxYMECLF68GGVlZZg8eTKmTZuGioqKkPsfO3YMt9xyCyZPnoyysjI8+uijmD9/Pt54441IlJ+IiIgiJOzmgxUrVmD27NmYM2cOAGDlypV4++23sWbNGhQUFATtv3btWlx++eVYuXIlAGD06NHYt28f/vjHP+Luu+8OeQ6PxwOPx+P/u66uDgDg8zSHW1wiIoqy9s/u7mirb1Me7er/NrRGrDy9jgqDx+NRNptNbd68OWD7/Pnz1fXXXx8yZvLkyWr+/PkB2zZv3qxiYmJUS0tLyJglS5a0T0nFBx988MGHQR5HjhwJ5ysnLE1NTSoxMTFiZU1MTFRNTU1dVt6eKqyagtraWni9XiQkJARsT0hIQHV1dciY6urqkPu3tbWhtrYWQ4YMCYrJz89HXl6e/+8zZ84gOTkZFRUVcLvd4RTZVOrr65GUlITKykq4XK5oF6fH4nXqHF6nzuF1uri6ujpcfvnlGDBgQJedw+l04tixY2hpaYnI8ex2O5xOZ0SO1ZuIRh9YLJaAv5VSQdsutn+o7e0cDgccDkfQdrfbzTddJ7hcLl6nTuB16hxep87hdbo4q7Vrp8ZxOp2m/CKPpLBeofj4eNhstqBagZqamqDagHaJiYkh94+JicHAgQMlZSYiIqIuEFZSYLfbkZqaiuLi4oDtxcXFyMjICBmTnp4etP+2bduQlpaG2NhYSZmJiIioC4Rdl5OXl4c///nPWL9+PQ4ePIiFCxeioqICubm5wPn+ADNnzvTvn5ubi08//RR5eXk4ePAg1q9fj3Xr1uGRRx7p9DkdDgeWLFkSskmBvsbr1Dm8Tp3D69Q5vE4Xx2vUe1iUYIzI6tWr8eSTT6Kqqgpjx47FU089heuvvx4AMGvWLBw/fhz/+te//Ptv374dCxcuxMcff4yhQ4fi17/+tT+JICIiop5BlBQQERGR8XCVRCIiIgKYFBAREVE7JgVEREQEMCkgIiKidj0mKeByzJ0TznXavHkzpkyZgkGDBsHlciE9PR1vv/12t5Y3GsK9l9q9++67iImJwXe/+90uL2NPEO518ng8WLx4MZKTk+FwOHDllVdi/fr13VbeaAn3Om3cuBHXXXcd+vTpgyFDhuCnP/0pTp482W3ljYYdO3bg9ttvx9ChQ2GxWPC3v/3tojFm/Qzv8aK9+IJSSr322msqNjZWvfjii+rAgQPq4YcfVn379lWffvppyP2PHj2q+vTpox5++GF14MAB9eKLL6rY2Fj1+uuvd3vZu1O41+nhhx9WTzzxhHrvvffUJ598ovLz81VsbKz64IMPur3s3SXca9TuzJkz6oorrlBZWVnquuuu67byRovkOt1xxx1q4sSJqri4WB07dkzt3btXvfvuu91a7u4W7nXauXOnslqt6umnn1ZHjx5VO3fuVFdffbW66667ur3s3amoqEgtXrxYvfHGGwqA2rJlS4f7m/UzvDfoEUnBhAkTVG5ubsC2UaNGqUWLFoXc/1e/+pUaNWpUwLb7779fTZo0qUvLGW3hXqdQxowZo5YtW9YFpesZpNcoOztbPfbYY2rJkiWmSArCvU7/+Mc/lNvtVidPnuymEvYM4V6n//zP/1RXXHFFwLZVq1apYcOGdWk5e5LOJAVm/QzvDaLefNDS0oLS0lJkZWUFbM/KysLu3btDxpSUlATtP3XqVOzbtw+trcZcB1tynb7N5/OhoaGhS1cqiybpNfrLX/6CI0eOYMmSJd1QyuiTXKe33noLaWlpePLJJ3HZZZfhqquuwiOPPIKmpqZuKnX3k1ynjIwMfPbZZygqKoJSCl988QVef/113Hrrrd1U6t7BjJ/hvYVolcRI6q7lmHs7yXX6tj/96U84e/Yspk+f3kWljC7JNTp8+DAWLVqEnTt3IiYm6m+HbiG5TkePHsWuXbvgdDqxZcsW1NbWYt68eTh16pRh+xVIrlNGRgY2btyI7OxsNDc3o62tDXfccQeeeeaZbip172DGz/DeIuo1Be26ejlmowj3OrXbtGkTli5disLCQgwePLgLSxh9nb1GXq8XM2bMwLJly3DVVVd1Ywl7hnDuJZ/PB4vFgo0bN2LChAm45ZZbsGLFCmzYsMHQtQUI8zodOHAA8+fPx29/+1uUlpZi69atOHbsGKd1D8Gsn+E9XdR/GnE55s6RXKd2hYWFmD17Nv7617/ipptu6uKSRk+416ihoQH79u1DWVkZHnzwQeD8l59SCjExMdi2bRt+8IMfdFv5u4vkXhoyZAguu+wyuN1u/7bRo0dDKYXPPvsMI0aM6PJydzfJdSooKEBmZiZ++ctfAgCuvfZa9O3bF5MnT8bvf/97/gI+z4yf4b1F1GsKuBxz50iuE87XEMyaNQuvvvqq4ds1w71GLpcL//73v1FeXu5/5ObmYuTIkSgvL8fEiRO7sfTdR3IvZWZm4vPPP0djY6N/2yeffAKr1Yphw4Z1eZmjQXKdzp07B6s18GPVZrMB3/glTOb8DO81ot3TUX1j2M+6devUgQMH1IIFC1Tfvn3V8ePHlVJKLVq0SOXk5Pj3bx/OsnDhQnXgwAG1bt06UwxnCfc6vfrqqyomJkY999xzqqqqyv84c+ZMFJ9F1wr3Gn2bWUYfhHudGhoa1LBhw9Q999yjPv74Y7V9+3Y1YsQINWfOnCg+i64X7nX6y1/+omJiYtTq1avVkSNH1K5du1RaWpqaMGFCFJ9F12toaFBlZWWqrKxMAVArVqxQZWVl/qGb/AzvPXpEUqCUUs8995xKTk5WdrtdjR8/Xm3fvt3/f/fdd5+64YYbAvb/17/+pcaNG6fsdrsaPny4WrNmTRRK3f3CuU433HCDAhD0uO+++6JU+u4R7r30TWZJCpTgOh08eFDddNNNKi4uTg0bNkzl5eWpc+fORaHk3Svc67Rq1So1ZswYFRcXp4YMGaJ+8pOfqM8++ywKJe8+//u//9vhZw0/w3sPLp1MREREQE/oU0BEREQ9A5MCIiIiApgUEBERUTsmBURERAQwKSAiIqJ2TAqIiIgIYFJARERE7ZgUEBEREcCkgIiIiNoxKSAiIiKASQERERG1+/8B5UrpL/avxroAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -714,7 +1352,8 @@ "source": [ "fig, ax = plt.subplots()\n", "im = ax.imshow(coarse.T, extent=(0, 1, 0, 1), origin=\"lower\")\n", - "fig.colorbar(im, ax=ax)" + "fig.colorbar(im, ax=ax)\n", + "# alt-text: a heat-map showing coarsened representation of our function" ] }, { @@ -737,7 +1376,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -746,7 +1385,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ @@ -772,7 +1411,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -781,7 +1420,7 @@ "(100, 200)" ] }, - "execution_count": 28, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -793,22 +1432,22 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 29, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -820,7 +1459,8 @@ "source": [ "fig, ax = plt.subplots()\n", "im = ax.imshow(new_data.T, extent=(0, 1, 0, 1), origin=\"lower\")\n", - "fig.colorbar(im, ax=ax)" + "fig.colorbar(im, ax=ax)\n", + "# alt-text: a heat-map showing the reconstructed function via interpolation" ] }, { @@ -832,22 +1472,22 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 30, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -860,7 +1500,8 @@ "diff = new_data - data\n", "fig, ax = plt.subplots()\n", "im = ax.imshow(diff.T, origin=\"lower\", extent=(0, 1, 0, 1))\n", - "fig.colorbar(im, ax=ax)" + "fig.colorbar(im, ax=ax)\n", + "# alt-text: a heat-map showing the error in our interpolation. It is better than 10%" ] }, { @@ -905,7 +1546,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -914,7 +1555,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -924,7 +1565,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -945,12 +1586,12 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 35, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -964,7 +1605,8 @@ "fig, ax = plt.subplots()\n", "ax.plot(x, f(x))\n", "ax.scatter(np.array([root]), np.array([f(root)]))\n", - "ax.grid()" + "ax.grid()\n", + "# alt-text: a plot of our function with the root represented as a point" ] }, { @@ -1009,7 +1651,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -1048,7 +1690,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ @@ -1083,12 +1725,21 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "#%matplotlib widget" + ] + }, + { + "cell_type": "code", + "execution_count": 39, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -1104,7 +1755,8 @@ "fig = plt.figure()\n", "ax = plt.axes(projection='3d')\n", "ax.plot(X[0,:], X[1,:], X[2,:])\n", - "fig.set_size_inches(8.0,6.0)" + "fig.set_size_inches(8.0,6.0)\n", + "# alt-text: a 3D line plot of the solution -- it is dominated by two lobe-like structures" ] }, { @@ -1119,6 +1771,67 @@ "```" ] }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3, 1500)" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "t2, X2 = ode_integrate([1.0001, 1.0, 20.0], 0.02, 30)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "ax.plot(t, X[0, :])\n", + "ax.plot(t2, X2[0, :])" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -1135,7 +1848,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 43, "metadata": {}, "outputs": [ { @@ -1143,16 +1856,16 @@ "output_type": "stream", "text": [ "[0. 0. 0.]\n", - "[ 8.48528137 8.48528137 27. ]\n", + "[0. 0. 0.]\n", "[-8.48528137 -8.48528137 27. ]\n" ] } ], "source": [ - "sol1 = optimize.root(f, [1., 1., 1.], jac=True)\n", + "sol1 = optimize.root(f, [2., 2., 2.], jac=True)\n", "print(sol1.x)\n", "\n", - "sol2 = optimize.root(f, [10., 10., 10.], jac=True)\n", + "sol2 = optimize.root(f, [10., -10., 10.], jac=True)\n", "print(sol2.x)\n", "\n", "sol3 = optimize.root(f, [-10., -10., -10.], jac=True)\n", @@ -1161,7 +1874,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 44, "metadata": {}, "outputs": [ { @@ -1170,13 +1883,13 @@ "Text(0.5, 0, 'z')" ] }, - "execution_count": 40, + "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -1192,13 +1905,14 @@ "\n", "ax.plot(X[0,:], X[1,:], X[2,:])\n", "\n", - "ax.scatter(sol1.x[0], sol1.x[1], sol1.x[2], marker=\"x\", color=\"r\")\n", - "ax.scatter(sol2.x[0], sol2.x[1], sol2.x[2], marker=\"x\", color=\"r\")\n", - "ax.scatter(sol3.x[0], sol3.x[1], sol3.x[2], marker=\"x\", color=\"r\")\n", + "ax.scatter(sol1.x[0], sol1.x[1], sol1.x[2], marker=\"x\", color=\"C1\")\n", + "ax.scatter(sol2.x[0], sol2.x[1], sol2.x[2], marker=\"x\", color=\"C1\")\n", + "ax.scatter(sol3.x[0], sol3.x[1], sol3.x[2], marker=\"x\", color=\"C1\")\n", "\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", - "ax.set_zlabel(\"z\")" + "ax.set_zlabel(\"z\")\n", + "# alt-text: the 3D solution again represented as a line / trajectory, now with the stable-points marked" ] }, { @@ -1245,7 +1959,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 45, "metadata": {}, "outputs": [], "source": [ @@ -1287,7 +2001,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 46, "metadata": {}, "outputs": [], "source": [ @@ -1300,28 +2014,47 @@ " # Note: this solver does not have a dens_output method, instead we \n", " # access the solution data where it was evaluated internally via\n", " # the return object\n", - " \n", + " print(r)\n", " return r.t, r.y" ] }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 47, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " message: The solver successfully reached the end of the integration interval.\n", + " success: True\n", + " status: 0\n", + " t: [ 0.000e+00 3.196e-07 ... 3.894e+07 4.000e+07]\n", + " y: [[ 1.000e+00 1.000e+00 ... 5.344e-05 5.203e-05]\n", + " [ 0.000e+00 1.278e-08 ... 2.138e-10 2.081e-10]\n", + " [ 0.000e+00 1.323e-15 ... 9.999e-01 9.999e-01]]\n", + " sol: None\n", + " t_events: None\n", + " y_events: None\n", + " nfev: 2029\n", + " njev: 12\n", + " nlu: 130\n" + ] + }, { "data": { "text/plain": [ "Text(0.5, 0, 'time')" ] }, - "execution_count": 44, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -1342,7 +2075,29 @@ "ax.loglog(ts, Ys[2,:], label=r\"$y_3$\")\n", "\n", "ax.legend(loc=\"best\", frameon=False)\n", - "ax.set_xlabel(\"time\")" + "ax.set_xlabel(\"time\")\n", + "# alt-text: the time-evolution of the species on a log scale" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'sol' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[48], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43msol\u001b[49m\n", + "\u001b[0;31mNameError\u001b[0m: name 'sol' is not defined" + ] + } + ], + "source": [ + "sol" ] }, { @@ -1373,7 +2128,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.3" + "version": "3.14.3" } }, "nbformat": 4, diff --git a/content/05-scipy/scipy-exercises-2.ipynb b/content/05-scipy/scipy-exercises-2.ipynb index 75750590..ca77ced1 100644 --- a/content/05-scipy/scipy-exercises-2.ipynb +++ b/content/05-scipy/scipy-exercises-2.ipynb @@ -1,20 +1,20 @@ { "cells": [ { - "cell_type": "code", - "execution_count": 1, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt" + "# More SciPy Exercises" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 1, "metadata": {}, + "outputs": [], "source": [ - "# More SciPy Exercises" + "import numpy as np\n", + "import matplotlib.pyplot as plt" ] }, { @@ -176,7 +176,8 @@ ], "source": [ "plt.plot(x, noisy)\n", - "plt.plot(x, orig)" + "plt.plot(x, orig)\n", + "# alt-text: a plot showing noisy sinusoidal and the original, un-noised data" ] }, { @@ -299,7 +300,8 @@ "source": [ "plt.plot(t, restrict_theta(y[0,:]))\n", "plt.xlabel(\"t\")\n", - "plt.ylabel(r\"$\\theta$\")" + "plt.ylabel(r\"$\\theta$\")\n", + "# alt-text: a plot showing many periods of a sinusoidal function" ] }, { @@ -367,7 +369,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.2" + "version": "3.14.2" } }, "nbformat": 4, diff --git a/content/11-machine-learning/gradient-descent.ipynb b/content/11-machine-learning/gradient-descent.ipynb index 489d03cb..32ecf178 100644 --- a/content/11-machine-learning/gradient-descent.ipynb +++ b/content/11-machine-learning/gradient-descent.ipynb @@ -186,7 +186,8 @@ "im = ax.imshow(np.log10(np.transpose(rosenbrock(x2d, y2d, a, b))),\n", " origin=\"lower\", extent=[xmin, xmax, ymin, ymax])\n", "\n", - "fig.colorbar(im, ax=ax)" + "fig.colorbar(im, ax=ax)\n", + "# alt-text: a heat-map plot of the banana function" ] }, { @@ -305,7 +306,8 @@ } ], "source": [ - "fig" + "fig\n", + "# alt-text: a heat-map of the banana function with the gradient descent trajectory plotted" ] }, { @@ -347,7 +349,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.2" + "version": "3.14.2" } }, "nbformat": 4, diff --git a/content/11-machine-learning/keras-mnist.ipynb b/content/11-machine-learning/keras-mnist.ipynb index 049d965c..66cc7555 100644 --- a/content/11-machine-learning/keras-mnist.ipynb +++ b/content/11-machine-learning/keras-mnist.ipynb @@ -197,7 +197,8 @@ ], "source": [ "plt.imshow(X_train[0], cmap=\"gray_r\")\n", - "print(y_train[0])" + "print(y_train[0])\n", + "# alt-text: the number 5 represented as a small grayscale image" ] }, { @@ -1121,7 +1122,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.3" + "version": "3.14.2" } }, "nbformat": 4, diff --git a/content/11-machine-learning/neural-net-basics.md b/content/11-machine-learning/neural-net-basics.md index a8c8c490..6074e672 100644 --- a/content/11-machine-learning/neural-net-basics.md +++ b/content/11-machine-learning/neural-net-basics.md @@ -97,9 +97,9 @@ We want to choose a function $g(\xi)$ that is differentiable. A common choice i $$g(\xi) = \frac{1}{1 + e^{-\xi}}$$ ```{figure} sigmoid.png ---- -align: center ---- +:align: center +:alt: a plot of the sigmoid function + The sigmoid function ``` diff --git a/content/12-extensions/extensions-example.md b/content/12-extensions/extensions-example.md index f4e89cf2..7c0480ee 100644 --- a/content/12-extensions/extensions-example.md +++ b/content/12-extensions/extensions-example.md @@ -31,6 +31,7 @@ Here's the resulting image ```{image} test.png :align: center +:alt: An image of the Mandelbrot set ``` ## Python with explicit loops diff --git a/content/_config.yml b/content/_config.yml index b78b82d6..9d40233f 100644 --- a/content/_config.yml +++ b/content/_config.yml @@ -36,7 +36,6 @@ html: sphinx: config: html_show_copyright: false - nbsphinx_timeout: 300 nb_execution_timeout: 300 extra_extensions: - jupyterbook_patches diff --git a/content/_static/no-search.css b/content/_static/no-search.css new file mode 100644 index 00000000..f705b66d --- /dev/null +++ b/content/_static/no-search.css @@ -0,0 +1,4 @@ +/* Hide the search bar in the LEFT (primary) sidebar only */ +button.search-button-field.pst-js-only { + display: none !important; +} diff --git a/content/git/github.md b/content/git/github.md index 527d157e..9a560ec2 100644 --- a/content/git/github.md +++ b/content/git/github.md @@ -13,6 +13,7 @@ on your github home page and click on the "+" icon and select "New repository": ```{image} github-new.png :align: center +:alt: an image of a github profile homepage ``` Now we give the repository a name. Let's use our initials, followed @@ -26,6 +27,7 @@ not be empty initially. ```{image} github-create.png :align: center +:alt: The github webpage for "create a new repository" ``` Our project is now found at: ``https://github.com/ [username]/ [reponame]``, @@ -112,6 +114,7 @@ Now we can git clone this repo. From the github project page, click on the ```{image} github-clone.png :align: center +:alt: A github webpage for our class test repo, showing the "code" button selected ``` Copy the string in the text box there and then on your command line clone diff --git a/content/git/pull-requests.md b/content/git/pull-requests.md index 21ddcbe1..cc354fc7 100644 --- a/content/git/pull-requests.md +++ b/content/git/pull-requests.md @@ -52,6 +52,7 @@ control that we can do with as we please. Click on the "fork" button. ```{image} github-fork.png :align: center +:alt: The github webpage for our test repo with the "fork" button circled ``` It may ask you where you want the fork to live—you want it to live @@ -64,6 +65,7 @@ Now click on the *code* button and copy the SSH location. ```{image} github-copy-ssh.png :align: center +:alt: our fork of the class test repo github web page with the code button pressed ``` We want to add this fork as a new remote: @@ -86,12 +88,14 @@ Now we can do all *pull-request*. Select "pull requests" ```{image} github-pr.png :align: center +:alt: The github webpage of our fork of the class test repo ``` Then click on the "New pull request" button, and you'll see something like: ```{image} github-pr2.png :align: center +:alt: The github weboge showing a pull request, highlighting the difference between the fork and the upstream repo. ``` This is showing that you are asking to merge the changes in your fork into the @@ -112,6 +116,7 @@ The overall workflow that we did: fork, push to our fork, issue a PR, looks like ```{image} github-workflow.png :align: center :width: 80% +:alt: a diagram showing our workflow between the github class repo, our local macine, and our fork. ``` diff --git a/content/git/version-control.md b/content/git/version-control.md index f6ae1143..1829fdd3 100644 --- a/content/git/version-control.md +++ b/content/git/version-control.md @@ -123,6 +123,7 @@ Consider the figure below: ```{image} distributed_version_control.png :align: center +:alt: A diagram showing a central server and 3 machines interacting with their local rrepos and the center server ``` We see: diff --git a/examples/poker/poker.py b/examples/poker/poker.py new file mode 100644 index 00000000..804ecea7 --- /dev/null +++ b/examples/poker/poker.py @@ -0,0 +1,221 @@ +# Compute the odds of getting a given hand in straight 5-card poker. + +import random + +class Card: + + def __init__(self, suit=1, rank=2): + if suit < 1 or suit > 4: + print("invalid suit, setting to 1") + suit = 1 + + self.suit = suit + self.rank = rank + + def value(self): + """ we want things order primarily by rank then suit """ + return self.suit + (self.rank-1)*14 + + # we include this to allow for comparisons with < and > between cards + def __lt__(self, other): + return self.value() < other.value() + + def __eq__(self, other): + return self.rank == other.rank and self.suit == other.suit + + def __repr__(self): + return self.__str__() + + def __str__(self): + suits = ["\u2660", # spade + "\u2665", # heart + "\u2666", # diamond + "\u2663"] # club + + r = str(self.rank) + if self.rank == 11: + r = "J" + elif self.rank == 12: + r = "Q" + elif self.rank == 13: + r = "K" + elif self.rank == 14: + r = "A" + + return r +':'+suits[self.suit-1] + +class Deck: + """A deck is a collection of cards""" + + def __init__(self): + + self.nsuits = 4 + self.nranks = 13 + self.minrank = 2 + self.maxrank = self.minrank + self.nranks - 1 + + self.cards = [] + + for rank in range(self.minrank, self.maxrank+1): + for suit in range(1, self.nsuits+1): + self.cards.append(Card(rank=rank, suit=suit)) + + def shuffle(self): + random.shuffle(self.cards) + + def deal(self, num=1): + hand = [] + + for _ in range(num): + hand.append(self.cards.pop()) + return hand + + def __str__(self): + string = "" + for c in self.cards: + string += str(c) + " " + return string + + +def play(nmax): + + n_straight_flush = 0 + n_four_of_a_kind = 0 + n_full_house = 0 + n_flush = 0 + n_straight = 0 + n_three_of_a_kind = 0 + n_two_pair = 0 + n_pair = 0 + + for _ in range(nmax): + + mydeck = Deck() + mydeck.shuffle() + + # get a hand + hand = mydeck.deal(5) + hand.sort() + + found = False + + # check for the different hands... + + # straight flush + + # the hand is sorted by rank then suit, make sure + # that they all have the same suit and that they are + # sequential + if (not found and + (hand[0].suit == \ + hand[1].suit == \ + hand[2].suit == \ + hand[3].suit == \ + hand[4].suit) and + (hand[0].rank == \ + hand[1].rank - 1 == \ + hand[2].rank - 2 == \ + hand[3].rank - 3 == \ + hand[4].rank - 4)): + n_straight_flush += 1 + found = True + + # four of a kind + + # they are sorted so either cards 0,1,2,3 have the same rank + # or 1,2,3,4 have the same rank. + if (not found and + ((hand[0].rank == hand[1].rank == hand[2].rank == hand[3].rank) or + (hand[1].rank == hand[2].rank == hand[3].rank == hand[4].rank))): + n_four_of_a_kind += 1 + found = True + + # full house + + # we are sorted again, so make sure that the first two are equal + # and then the last three are equal or reverse + if (not found and + (((hand[0].rank == hand[1].rank) and + (hand[2].rank == hand[3].rank == hand[4].rank)) or + ((hand[0].rank == hand[1].rank == hand[2].rank) and + (hand[3].rank == hand[4].rank)))): + n_full_house += 1 + found = True + + # flush + + # look for all the same suit + if (not found and + (hand[0].suit == \ + hand[1].suit == \ + hand[2].suit == \ + hand[3].suit == \ + hand[4].suit)): + n_flush += 1 + found = True + + # straight + + # we are already sorted, so just look at the rank + if (not found and + (hand[0].rank == \ + hand[1].rank - 1 == \ + hand[2].rank - 2 == \ + hand[3].rank - 3 == \ + hand[4].rank - 4)): + n_straight += 1 + found = True + + + # three of a kind + + # since we are sorted, only 0,1,2 or 1,2,3, or 2,3,4 can be + # equal + if (not found and + ((hand[0].rank == hand[1].rank == hand[2].rank) or + (hand[1].rank == hand[2].rank == hand[3].rank) or + (hand[2].rank == hand[3].rank == hand[4].rank))): + n_three_of_a_kind += 1 + found = True + + + # two pair and one pair + if not found: + + num_pairs = 0 + + if hand[0].rank == hand[1].rank: + num_pairs += 1 + + if hand[1].rank == hand[2].rank: + num_pairs += 1 + + if hand[2].rank == hand[3].rank: + num_pairs += 1 + + if hand[3].rank == hand[4].rank: + num_pairs += 1 + + if num_pairs == 2: + n_two_pair += 1 + found = True + + elif num_pairs == 1: + n_pair += 1 + found = True + + + print("Number of hands: ", nmax) + print(" ") + print(f" Straight Flush: ({n_straight_flush:9d}) {n_straight_flush/float(nmax)}") + print(f" Four of a kind: ({n_four_of_a_kind:9d}) {n_four_of_a_kind/float(nmax)}") + print(f" Full House: ({n_full_house:9d}) {n_full_house/float(nmax)}") + print(f" Flush: ({n_flush:9d}) {n_flush/float(nmax)}") + print(f" Straight: ({n_straight:9d}) {n_straight/float(nmax)}") + print(f" Three of a kind:({n_three_of_a_kind:9d}) {n_three_of_a_kind/float(nmax)}") + print(f" Two pair: ({n_two_pair:9d}) {n_two_pair/float(nmax)}") + print(f" One pair: ({n_pair:9d}) {n_pair/float(nmax)}") + + +if __name__== "__main__": + play(1000000) diff --git a/parse_alt.py b/parse_alt.py new file mode 100755 index 00000000..60a849cc --- /dev/null +++ b/parse_alt.py @@ -0,0 +1,56 @@ +#!/bin/env python + +import re +import shutil +import sys + + +def doit(filename): + + if not filename.endswith(".html"): + # nothing to do here + sys.exit(f"skipping {filename}\n") + + alt_define = re.compile(r'.*#\s*alt-text:\s*([^<]+)') + img_define = re.compile(r'(]*\balt=")[^"]*(")') + empty_span = re.compile(r'<\s*span\b[^>]*>\s*') + + # back up the original file + backup = f"{filename}.backup" + try: + shutil.copy(filename, backup) + except OSError: + sys.exit(f"unable to work on {filename}\n") + + # now overwrite the original with the new version with the alt + # text substituted + with open(backup, encoding='utf-8') as fin, open(filename, "w", encoding='utf-8') as fout: + current_alt = None + for line in fin: + # check if we define an alt? + if g := alt_define.match(line): + current_alt = g.group(1) + print(f"{current_alt=}") + + # now remove the comment + line = line.replace(f"# alt-text: {current_alt}", "") + + # it the line is now just an empty then skip + if empty_span.match(line.strip()): + continue + + # check if we are defining an image + if current_alt: + line, n = img_define.subn(rf'\g<1>{current_alt}\g<2>', line) + if n > 0: + current_alt = None + + fout.write(line) + + if current_alt: + # something back happened + sys.exit("Error: alt text without associated img tag\n") + +if __name__ == "__main__": + filename = sys.argv[1] + doit(filename)