From 32b57f898b5aae8bb9c9050340ebb994c8a7c219 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 16 Aug 2025 05:24:18 +0000
Subject: [PATCH 01/16] feat: :sparkles: Add content for session 11 on best
 practices, refactoring, and organization; includes README and index files

---
 content/sesion11/Readme.md       | 1358 ++++++++++++++++++++++++++++++
 content/sesion11/img/folders.png |  Bin 0 -> 41479 bytes
 content/sesion11/index.html      |   62 ++
 index.html                       |   15 +
 4 files changed, 1435 insertions(+)
 create mode 100644 content/sesion11/Readme.md
 create mode 100644 content/sesion11/img/folders.png
 create mode 100644 content/sesion11/index.html

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
new file mode 100644
index 0000000..ba988fd
--- /dev/null
+++ b/content/sesion11/Readme.md
@@ -0,0 +1,1358 @@
+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+![Python La paz](../Logo.png) <!-- .element  hidden="true" -->
+
+<br>
+<br>
+<br>
+
+### Sesión  11
+#### Buenas prácticas
+#### Refactorización y organización
+
+---
+
+#### VS Code
+
+Abrimos el proyecto del Study Group
+
+```bash
+code psg-oop-2025
+```
+
+Creamos una carpeta llamada `sesion11` dentro del proyecto
+
+```bash
+mkdir sesion11
+cd sesion11
+```
+
+Aquí guardaremos los ejemplos de la sesión
+
+---
+
+#### Introducción a la refactorización
+
+La refactorización es el proceso de mejorar el código existente sin cambiar su funcionalidad externa.
+
+---
+
+#### ¿Por qué refactorizar?
+
+- Mejora la legibilidad del código.
+- Facilita el mantenimiento y la evolución del software.
+- Reduce la complejidad y el riesgo de errores.
+
+---
+
+#### ¿Qué implica la refactorización?
+
+- Reorganizar el código en módulos y clases.
+- Eliminar código duplicado.
+- Renombrar variables y funciones para que sean más descriptivas.
+- Dividir funciones grandes en funciones más pequeñas y manejables.
+
+---
+
+#### Reorganización del código
+
+En python se puede organizar el código en archivos y carpetas para mejorar la estructura del proyecto.
+
+![Estructura de carpetas](./img/folders.png) <!-- .element width="25%"-->
+
+---
+
+En lugar de tener un archivo gigante con todo el código, podemos dividirlo en varios archivos y carpetas.
+
+---
+
+#### Buenas prácticas de organización
+
+- Utilizar nombres descriptivos para archivos y carpetas.
+- Agrupar archivos relacionados en carpetas.
+- Mantener una estructura coherente en todo el proyecto.
+
+---
+
+En Python se recomienda seguir la convención de nombres PEP 8:
+
+```markdown
+- Clases: `CamelCase` (ejemplo: `MiClase`)
+- Funciones y variables: `snake_case` (ejemplo: `mi_funcion`)
+- Constantes: `UPPER_CASE` (ejemplo: `MI_CONSTANTE`)
+- Archivos y carpetas: `snake_case` (ejemplo: `mi_archivo.py`)
+- Módulos y paquetes: `snake_case` (ejemplo: `mi_modulo`)
+````
+
+---
+
+#### Ejemplo de organización
+
+```markdown
+Juega "Piedra, Papel o Tijera" con un jugador y una computadora.
+Ingresa tu nombre y elige entre piedra, papel o tijera.
+La computadora hará su elección al azar
+y se determinará el ganador según las reglas del juego.
+Cuenta con un menú para 1. jugar o 2. salir.
+```
+
+Crearemos un archivo llamado `juego.py` con la lógica del juego.
+y el análisis y diagrama en el archivo `juego.md`
+
+---
+
+#### Análisis
+
+```markdown
+Requisitos:
+- El jugador debe ingresar su nombre.
+- El jugador debe elegir entre piedra, papel o tijera.
+- La computadora debe elegir al azar entre piedra, papel o tijera.
+- El juego debe determinar el ganador según las reglas del juego.
+- El juego debe mostrar el resultado de cada partida.
+- El juego debe permitir al jugador jugar varias partidas.
+- El juego debe tener un menú para jugar o salir.
+
+Objetos:
+- Jugador
+- Computadora
+- Juego
+
+Características:
+- Jugador: (nombre)
+- Computadora: (nombre)
+- Juego: (jugador, computadora)
+
+Acciones:
+- Jugador: elegir()
+- Computadora: elegir()
+- Juego: jugar(), determinar_ganador()
+```
+
+---
+#### Diagrama de clases
+
+````
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Jugador {
+        +nombre
+        +elegir()
+    }
+    class Computadora {
+        +nombre
+        +elegir()
+    }
+    class Juego {
+        +determinar_ganador(jugador, computadora)
+        +jugar()
+    }
+    Jugador --* Juego
+    Computadora --* Juego
+```
+````
+
+---
+#### Diagrama de clases
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Jugador {
+        +nombre
+        +elegir()
+    }
+    class Computadora {
+        +nombre
+        +elegir()
+    }
+    class Juego {
+        +determinar_ganador(jugador, computadora)
+        +jugar()
+    }
+    Jugador --* Juego
+    Computadora --* Juego
+```
+
+---
+
+Código del juego de Piedra, Papel o Tijera
+
+```python
+import random
+
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+
+    def elegir(self):
+        eleccion = input(f"{self.nombre}, elige piedra, papel o tijera: ").lower()
+        while eleccion not in ["piedra", "papel", "tijera"]:
+            eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
+        return eleccion
+
+
+class Computadora:
+    def __init__(self):
+        self.nombre = "Computadora"
+
+    def elegir(self):
+        return random.choice(["piedra", "papel", "tijera"])
+
+
+class Juego:
+    def __init__(self, jugador, computadora):
+        self.jugador = jugador
+        self.computadora = computadora
+
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        elif (
+            (eleccion_jugador == "piedra" and eleccion_computadora == "tijera") or
+            (eleccion_jugador == "papel" and eleccion_computadora == "piedra") or
+            (eleccion_jugador == "tijera" and eleccion_computadora == "papel")
+        ):
+            return f"{self.jugador.nombre} gana!"
+        else:
+            return f"{self.computadora.nombre} gana!"
+
+    def jugar(self):
+        eleccion_jugador = self.jugador.elegir()
+        eleccion_computadora = self.computadora.elegir()
+
+        print(f"{self.jugador.nombre} eligió: {eleccion_jugador}")
+        print(f"{self.computadora.nombre} eligió: {eleccion_computadora}")
+
+        resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
+        print(resultado)
+
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+nombre = input("Introduce tu nombre: ")
+jugador = Jugador(nombre)
+computadora = Computadora()
+juego = Juego(jugador, computadora)
+
+while True:
+    print("\n--- Menú ---")
+    print("1. Jugar")
+    print("2. Salir")
+    opcion = input("Elige una opción: ")
+
+    if opcion == "1":
+        juego.jugar()
+    elif opcion == "2":
+        print("¡Gracias por jugar! 👋")
+        break
+    else:
+        print("Opción inválida, intenta de nuevo.")
+```
+
+---
+Vamos ahora a reorganizar el juego en una estructura de archivos dentro
+de una carpeta llamada `juego`.
+
+Donde primero separaremos las partes del juego en diferentes archivos:
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+graph TD;
+    A["📁 juego"]
+    B["📄 jugador.py"]
+    C["📄 computadora.py"]
+    D["📄 juego.py"]
+    E["📄 main.py"]
+    F["📕 juego.md"] 
+    A --> B
+    A --> C
+    A --> D
+    A --> E
+    A --> F
+```
+
+---
+#### 1: Crear la carpeta y los archivos
+
+Vamos a crear la carpeta `juego` y los archivos vacíos necesarios para el juego.
+
+```markdown
+Con `mkdir` creamos la carpeta
+Con `cd` entramos a la carpeta
+Con `touch` creamos los archivos 
+Con `tree` vemos la estructura de carpetas y archivos
+```
+
+```bash
+mkdir juego
+cd juego
+touch jugador.py computadora.py juego.py main.py
+tree
+```
+
+```bash
+.
+├── computadora.py
+├── juego.py
+├── jugador.py
+└── main.py
+
+1 directory, 4 files
+```
+
+---
+
+Movemos el archivo `juego.md` a la carpeta `juego` para mantener todo organizado:
+
+```markdown
+Con `cd ..` volvemos a la carpeta anterior
+Con `mv` movemos el archivo `juego.md` a la carpeta `juego`
+Con `cd juego` entramos a la carpeta `juego`
+Con `tree` vemos la estructura de carpetas y archivos
+```
+
+```bash
+cd ..
+mv juego.md juego/
+cd juego
+tree
+```
+
+```bash
+.
+├── computadora.py
+├── juego.md
+├── juego.py
+├── jugador.py
+└── main.py
+
+1 directory, 5 files
+```
+
+
+---
+
+#### 2: Llenar los archivos con el código correspondiente
+
+Ya con la estructura creada, vamos a llenar cada archivo con el código correspondiente.
+
+Primero, el archivo `jugador.py` contendrá la clase `Jugador`:
+
+```python
+# jugador.py
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+    def elegir(self):
+        eleccion = input(f"{self.nombre}, elige piedra, papel o tijera: ").lower()
+        while eleccion not in ["piedra", "papel", "tijera"]:
+            eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
+        return eleccion
+```
+
+---
+
+Luego, el archivo `computadora.py` contendrá la clase `Computadora`:
+
+```python
+# computadora.py
+import random
+class Computadora:
+    def __init__(self):
+        self.nombre = "Computadora"
+
+    def elegir(self):
+        return random.choice(["piedra", "papel", "tijera"])
+```
+
+En el caso de computadora, importamos el módulo `random` porque 
+el método `elegir` de la clase `Computadora` utiliza la función `choice` de este módulo para seleccionar una opción al azar.
+
+---
+
+Luego, el archivo `juego.py` quedaría así
+
+```python
+# juego.py
+class Juego:
+    def __init__(self, jugador, computadora):
+        self.jugador = jugador
+        self.computadora = computadora
+
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        elif (
+            (eleccion_jugador == "piedra" and eleccion_computadora == "tijera") or
+            (eleccion_jugador == "papel" and eleccion_computadora == "piedra") or
+            (eleccion_jugador == "tijera" and eleccion_computadora == "papel")
+        ):
+            return f"{self.jugador.nombre} gana!"
+        else:
+            return f"{self.computadora.nombre} gana!"
+
+    def jugar(self):
+        eleccion_jugador = self.jugador.elegir()
+        eleccion_computadora = self.computadora.elegir()
+
+        print(f"{self.jugador.nombre} eligió: {eleccion_jugador}")
+        print(f"{self.computadora.nombre} eligió: {eleccion_computadora}")
+
+        resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
+        print(resultado)
+```
+
+---
+
+Finalmente, el archivo `main.py` contendrá la lógica para iniciar el juego:
+
+Pero primero el juego necesita tener acceso a las clases `Jugador`, `Computadora` y `Juego` 
+
+Por lo que debemos importar nuestros archivos
+
+---
+#### Importación de módulos
+
+Python permite importar módulos para reutilizar código
+
+Podemos importar un módulo completo o solo partes específicas de él.
+
+Para importar un módulo completo utilizamos la palabra clave `import` seguida del nombre del módulo.
+
+```python
+import random
+```
+
+---
+
+Para importar una parte específica de un módulo como una función o clase, 
+utilizamos la palabra clave `from` seguida del módulo y luego `import` seguido del nombre de la función o clase.
+
+```python
+from random import choice
+```
+
+---
+
+Es recomendable importar solo lo que se necesita para evitar conflictos de nombres y mejorar la legibilidad del código.
+
+No es necesario importar todo el módulo si solo se utiliza una parte de él.
+
+---
+Cada archivo que hemos creado puede ser importado como un módulo en Python.
+
+Para importar las clases desde los archivos que hemos creado, utilizamos la sintaxis `from nombre_archivo import NombreClase`.
+
+---
+Por ejemplo, en el archivo `main.py`, importamos las clases de la siguiente manera:
+
+```python
+# main.py
+from jugador import Jugador
+from computadora import Computadora
+from juego import Juego
+```
+
+Esto nos permite utilizar las clases `Jugador`, `Computadora` y `Juego` en el archivo `main.py`
+
+---
+
+Finalmente, el archivo `main.py` quedaría así:
+
+```python
+# main.py
+from jugador import Jugador
+from computadora import Computadora
+from juego import Juego
+
+
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+nombre = input("Introduce tu nombre: ")
+jugador = Jugador(nombre)
+computadora = Computadora()
+juego = Juego(jugador, computadora)
+
+while True:
+    print("\n--- Menú ---")
+    print("1. Jugar")
+    print("2. Salir")
+    opcion = input("Elige una opción: ")
+
+    if opcion == "1":
+        juego.jugar()
+    elif opcion == "2":
+        print("¡Gracias por jugar! 👋")
+        break
+    else:
+        print("Opción inválida, intenta de nuevo.")
+```
+
+---
+#### 3: Ejecutar el juego
+
+Para ejecutar el juego, debemos asegurarnos de estar en el directorio `juego` y ejecutar el archivo `main.py`
+
+```bash
+python main.py
+```
+
+```text
+🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮
+Introduce tu nombre: Jhon
+
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 1
+Jhon, elige piedra, papel o tijera: tijera
+Jhon eligió: tijera
+Computadora eligió: piedra
+Computadora gana!
+
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 1
+Jhon eligió: papel
+Computadora eligió: papel
+Empate
+
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 2
+¡Gracias por jugar! 👋
+```
+
+---
+
+Hasta aquí conseguimos refactorizar el código del juego de Piedra, Papel o Tijera
+y organizarlo en una estructura de archivos pero de un sólo nivel.
+
+Podemos seguir mejorando la organización del código creando una estructura de carpetas
+para ordenar los archivos de nuestro proyecto.
+
+---
+#### Estructura de carpetas
+
+Podemos organizar el proyecto en carpetas para separar la lógica del juego y las clases
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+graph LR;
+    A["📁 juego"]
+    B["📁 clases"]
+    C["📁 logica"]
+    D["📄 jugador.py"]
+    E["📄 computadora.py"]
+    F["📄 juego.py"]
+    G["📄 main.py"]
+    H["📕 juego.md"]
+    A --> B
+    A --> C
+    B --> D
+    B --> E
+    C --> F
+    A --> G
+    A --> H
+```
+
+---
+#### 1: Crear las carpetas y los archivos
+Vamos a crear las carpetas `clases` y `logica` dentro de la carpeta `juego`
+
+```markdown
+Con `cd` entramos a la carpeta `juego`
+Con `mkdir` creamos las carpetas `clases` y `logica`
+```
+
+```bash
+cd juego
+mkdir clases logica
+```
+
+---
+Luego, movemos los archivos correspondientes a cada carpeta
+
+```markdown
+Con `mv` movemos los archivos `jugador.py` y `computadora.py`
+a la carpeta `clases`
+Con `mv` movemos el archivo `juego.py` a la carpeta `logica`
+```
+
+```bash
+mv jugador.py clases
+mv computadora.py clases
+mv juego.py logica
+```
+
+---
+Nos quedará la siguiente estructura de carpetas y archivos:
+
+```markdown
+Con `tree` vemos la estructura de carpetas y archivos
+```
+
+```bash
+tree
+```
+
+```bash
+.
+├── clases
+│   ├── computadora.py
+│   └── jugador.py
+├── logica
+│   └── juego.py
+├── juego.md
+└── main.py
+
+
+3 directories, 5 files
+```
+
+---
+
+#### 2: Actualizar las importaciones
+Ahora debemos actualizar las importaciones en los archivos para reflejar la nueva estructura de carpetas.
+
+En el archivo `main.py`, debemos importar las clases desde las nuevas ubicaciones:
+
+Como hemos movido los archivos para importar ahora se utiliza la sintaxis `from carpeta.archivo import Clase`
+
+```python
+# main.py
+from clases.jugador import Jugador
+from clases.computadora import Computadora
+from logica.juego import Juego
+```
+
+---
+
+#### 3: Ejecutar el juego
+
+Con esto, hemos actualizado las importaciones para reflejar la nueva estructura de carpetas y podemos ejecutar
+el juego de la misma manera que antes:
+
+```bash
+python main.py
+```
+
+---
+
+Aun podemos mejorar más la organización del código,
+creando un archivo `__init__.py` en cada carpeta para convertirlas en paquetes de Python.
+
+---
+
+#### `__init__.py`
+
+El archivo `__init__.py` es un archivo especial en Python que indica que una carpeta debe ser tratada como un paquete.
+
+Esto permite importar módulos desde esa carpeta de manera más sencilla.
+
+Son opcionales pero es recomendable incluirlos para indicar que la carpeta es un paquete de Python.
+
+---
+
+#### 1: Crear los archivos `__init__.py`
+
+Podemos crear un archivo `__init__.py` vacío en cada carpeta para indicar que son paquetes.
+
+```markdown
+Con `cd` entramos a la carpeta `juego` 
+Con `touch` creamos los archivos `__init__.py`
+en las carpetas `clases` y `logica`
+```
+
+```bash
+cd juego
+touch clases/__init__.py logica/__init__.py
+```
+
+---
+
+Ahora, la estructura de carpetas y archivos quedará así:
+
+```bash
+tree
+```
+
+```bash
+.
+├── clases
+│   ├── __init__.py
+│   ├── computadora.py
+│   └── jugador.py
+├── logica
+│   ├── __init__.py
+│   └── juego.py
+├── juego.md
+└── main.py
+
+3 directories, 7 files
+```
+
+---
+
+#### 2: Importar desde los paquetes
+
+En el archivo `__init__.py` añadimos los archivos que podremos importar directamente desde el paquete.
+
+En el archivo `clases/__init__.py` añadimos:
+
+```python
+# clases/__init__.py
+from .jugador import Jugador
+from .computadora import Computadora
+```
+
+Donde al utilizar el punto `.` antes del nombre del archivo, indicando que importamos el archivo desde la misma carpeta
+
+---
+
+En el archivo `logica/__init__.py` añadimos:
+
+```python
+# logica/__init__.py
+from .juego import Juego
+```
+
+Asi cada paquete podrá importar sus clases correspondientes sin necesidad de especificar el archivo.
+
+---
+
+#### 2: Importar desde los paquetes
+Ahora podemos importar las clases desde los paquetes de la siguiente manera:
+
+```python
+# main.py
+from clases import Jugador, Computadora
+from logica import Juego
+```
+
+Esto nos permite importar las clases directamente desde los paquetes sin necesidad de especificar el archivo.
+
+---
+
+#### 3: Ejecutar el juego
+
+Con esto, hemos organizado el código en paquetes y podemos ejecutar el juego de la misma manera que antes:
+
+```bash
+python main.py
+```
+
+---
+
+Después de reestructurar el código, podemos continuar refactorizando.
+
+Ahora eliminaremos el código duplicado y dividir en funciones más pequeñas
+
+---
+#### Eliminación de código duplicado
+
+El código duplicado es un problema común en la programación que puede hacer que el código sea más difícil de mantener y entender.
+
+La eliminación de código duplicado implica identificar y eliminar partes del código que se repiten innecesariamente.
+
+y reemplazarlas por funciones o métodos reutilizables.
+
+---
+#### ¿Por qué eliminar el código duplicado?
+
+- Mejora la legibilidad del código.
+- Facilita el mantenimiento y la evolución del software.
+- Reduce el riesgo de errores al modificar el código.
+
+---
+
+#### Refactorización del código duplicado
+
+En el Jugador podemos notar que al elegir piedra, papel o tijera,
+se repite el código para validar la elección del jugador.
+
+```python [4-8]
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+    def elegir(self):
+        eleccion = input(f"{self.nombre}, elige piedra, papel o tijera: ").lower()
+        while eleccion not in ["piedra", "papel", "tijera"]:
+            eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
+        return eleccion
+```
+
+---
+Podemos refactorizar separando las opciones válidas en una constante y 
+la validación de la elección en un método separado.
+
+```python
+OPCIONES = ["piedra", "papel", "tijera"]
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+
+    def validar_eleccion(self, eleccion):
+        while eleccion not in OPCIONES:
+            eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
+        return eleccion
+
+    def elegir(self):
+        opciones = ", ".join(OPCIONES)
+        eleccion = input(f"{self.nombre}, elige {opciones}: ").lower()
+        return self.validar_eleccion(eleccion)
+```
+
+---
+
+También podemos refactorizar el input del jugador para que sea más claro y reutilizable.
+Tambien definir un `__str__` para la clase Jugador
+
+
+```python
+OPCIONES = ["piedra", "papel", "tijera"]
+class Jugador:
+    def __init__(self, nombre):
+        self.nombre = nombre
+
+    def __str__(self):
+        return self.nombre
+
+    def ingresar(self, mensaje):
+        return input(f"{self}, {mensaje}: ").lower()
+
+    def validar_eleccion(self, eleccion):
+        while eleccion not in OPCIONES:
+            eleccion = self.ingresar("opción inválida. Intenta de nuevo")
+        return eleccion
+
+    def elegir(self):
+        opciones = ", ".join(OPCIONES)
+        eleccion = self.ingresar(f"elige {opciones}")
+        return self.validar_eleccion(eleccion)
+```
+
+---
+
+En el caso de la computadora, podemos hacer algo similar
+Incluso importar sólo lo necesario del módulo `random` y no todo el módulo
+y también definir un `__str__` para la clase Computadora
+
+```python [1,7]
+import random
+class Computadora:
+    def __init__(self):
+        self.nombre = "Computadora"
+
+    def elegir(self):
+        return random.choice(["piedra", "papel", "tijera"])
+```
+
+---
+
+Queda así:
+
+```python
+from random import choice
+OPCIONES = ["piedra", "papel", "tijera"]
+class Computadora:
+    def __init__(self):
+        self.nombre = "Computadora"
+
+    def __str__(self):
+        return self.nombre
+    
+    def elegir(self):
+        return choice(OPCIONES)
+```
+
+---
+
+Por último, podemos refactorizar el archivo `juego.py` usando el método `__str__` de las clases `Jugador` y `Computadora`
+Tambien adicionar un método para mostrar las elecciones
+
+
+```python [14-16,22-23]
+class Juego:
+    def __init__(self, jugador, computadora):
+        self.jugador = jugador
+        self.computadora = computadora
+
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        elif (
+            (eleccion_jugador == "piedra" and eleccion_computadora == "tijera") or
+            (eleccion_jugador == "papel" and eleccion_computadora == "piedra") or
+            (eleccion_jugador == "tijera" and eleccion_computadora == "papel")
+        ):
+            return f"{self.jugador.nombre} gana!"
+        else:
+            return f"{self.computadora.nombre} gana!"
+
+    def jugar(self):
+        eleccion_jugador = self.jugador.elegir()
+        eleccion_computadora = self.computadora.elegir()
+
+        print(f"{self.jugador.nombre} eligió: {eleccion_jugador}")
+        print(f"{self.computadora.nombre} eligió: {eleccion_computadora}")
+
+        resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
+        print(resultado)
+```
+
+---
+Queda así:
+
+```python
+class Juego:
+    def __init__(self, jugador, computadora):
+        self.jugador = jugador
+        self.computadora = computadora
+
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        if (
+            (eleccion_jugador == "piedra" and eleccion_computadora == "tijera") or
+            (eleccion_jugador == "papel" and eleccion_computadora == "piedra") or
+            (eleccion_jugador == "tijera" and eleccion_computadora == "papel")
+        ):
+            return f"{self.jugador} gana!"
+        return f"{self.computadora} gana!"
+
+    def mostrar_elecciones(self, jugador, eleccion):
+        print(f"{jugador} eligió: {eleccion}")
+
+    def jugar(self):
+        eleccion_jugador = self.jugador.elegir()
+        eleccion_computadora = self.computadora.elegir()
+        self.mostrar_elecciones(self.jugador, eleccion_jugador)
+        self.mostrar_elecciones(self.computadora, eleccion_computadora)
+        resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
+        print(resultado)
+```
+
+---
+
+Y asi hemos eliminado algunos duplicados y mejorado la legibilidad del código.
+Pero aún podemos seguir mejorando y refactorizando el código y dividiendo
+en funciones más pequeñas y manejables.
+
+---
+
+El objetivo es tener un código limpio y fácil de mantener. También es importante
+saber cuando detenerse, ya que la refactorización excesiva puede llevar a un código innecesariamente complejo.
+
+---
+
+Por último actualizamos el análisis y 
+el diagrama de clases para reflejar los cambios realizados
+
+---
+#### Análisis actualizado
+
+```markdown
+Requisitos:
+- El jugador debe ingresar su nombre.
+- El jugador debe elegir entre piedra, papel o tijera.
+- La computadora debe elegir al azar entre piedra, papel o tijera.
+- El juego debe determinar el ganador según las reglas del juego.
+- El juego debe mostrar el resultado de cada partida.
+- El juego debe permitir al jugador jugar varias partidas.
+- El juego debe tener un menú para jugar o salir.
+Objetos:
+- Jugador
+- Computadora
+- Juego
+Características:
+- Jugador: (nombre)
+- Computadora: (nombre)
+- Juego: (jugador, computadora)
+Acciones:
+- Jugador: elegir(), validar_eleccion(), ingresar()
+- Computadora: elegir()
+- Juego: determinar_ganador(), mostrar_elecciones(), jugar()
+```
+
+---
+#### Diagrama de clases actualizado
+
+````
+```mermaid
+classDiagram
+direction LR
+    class Jugador {
+        +nombre
+        +ingresar(mensaje)
+        +validar_eleccion(eleccion)
+        +elegir()
+    }
+    class Computadora {
+        +nombre
+        +elegir()
+    }
+    class Juego {
+        +determinar_ganador(jugador, computadora)
+        +mostrar_elecciones(jugador, eleccion)
+        +jugar()
+    }
+    Jugador --* Juego
+    Computadora --* Juego
+```
+````
+
+---
+
+#### Diagrama de clases actualizado
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Jugador {
+        +nombre
+        +ingresar(mensaje)
+        +validar_eleccion(eleccion)
+        +elegir()
+    }
+    class Computadora {
+        +nombre
+        +elegir()
+    }
+    class Juego {
+        +determinar_ganador(jugador, computadora)
+        +mostrar_elecciones(jugador, eleccion)
+        +jugar()
+    }
+    Jugador --* Juego
+    Computadora --* Juego
+```
+
+---
+
+Por último,  cambiamos el nombre del archivo `juego.md` a `README.md`
+para que sea reconocido como el archivo de documentación principal del juego.
+
+```markdown
+Con `mv` cambiamos el nombre del archivo `juego.md` a `README.md`
+Con `tree` vemos la estructura de carpetas y archivos
+```
+
+```bash
+mv juego.md README.md
+tree
+```
+```bash
+.
+├── clases
+│   ├── __init__.py
+│   ├── computadora.py
+│   └── jugador.py
+├── logica
+│   ├── __init__.py
+│   └── juego.py
+├── README.md
+└── main.py
+3 directories, 7 files
+```
+
+---
+
+#### Dependencia circular
+
+¿Bueno o malo?
+
+---
+
+La dependencia circular es mala
+
+Ocurre cuando dos o más módulos dependen entre sí directa o indirectamente.
+
+Esto puede llevar a problemas como:
+- Dificultad para entender y mantener el código.
+- Problemas de rendimiento debido a la carga repetida de módulos.
+- Errores en tiempo de ejecución si los módulos no se cargan en el orden correcto.
+
+---
+Para evitar dependencias circulares, es recomendable:
+
+- Reorganizar el código para reducir las dependencias.
+- Dividir módulos grandes en módulos más pequeños y manejables.
+
+---
+
+#### La variable `__name__`
+
+En Python, la variable especial `__name__` se utiliza para determinar si un módulo
+se está ejecutando como el programa principal o si se está importando desde otro módulo.
+
+---
+
+Cuando un módulo se ejecuta directamente, su variable `__name__` se establece en `"__main__"`.
+Cuando se importa desde otro módulo, su variable `__name__` se establece en el nombre del módulo.
+
+---
+
+Esto permite que el código dentro de un bloque `if __name__ == "__main__":` se ejecute solo cuando el módulo se ejecuta directamente,
+y no cuando se importa desde otro módulo.
+
+---
+Es una buena práctica utilizar este bloque para definir el punto de entrada del programa.
+
+En nuestro caso, podemos agregarlo al final del archivo `main.py` para que el juego se ejecute solo cuando se ejecuta directamente.
+
+```python
+# main.py
+from clases import Jugador, Computadora
+from logica import Juego
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+nombre = input("Introduce tu nombre: ")
+jugador = Jugador(nombre)
+computadora = Computadora()
+juego = Juego(jugador, computadora)
+
+while True:
+    print("\n--- Menú ---")
+    print("1. Jugar")
+    print("2. Salir")
+    opcion = input("Elige una opción: ")
+
+    if opcion == "1":
+        juego.jugar()
+    elif opcion == "2":
+        print("¡Gracias por jugar! 👋")
+        break
+    else:
+        print("Opción inválida, intenta de nuevo.")
+```
+
+---
+Así, el código dentro de la función `main()` se ejecutará solo cuando el archivo `main.py` se ejecute directamente.
+
+```python
+from clases import Jugador, Computadora
+from logica import Juego
+def main():
+    print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+    nombre = input("Introduce tu nombre: ")
+    jugador = Jugador(nombre)
+    computadora = Computadora()
+    juego = Juego(jugador, computadora)
+
+    while True:
+        print("\n--- Menú ---")
+        print("1. Jugar")
+        print("2. Salir")
+        opcion = input("Elige una opción: ")
+
+        if opcion == "1":
+            juego.jugar()
+        elif opcion == "2":
+            print("¡Gracias por jugar! 👋")
+            break
+        else:
+            print("Opción inválida, intenta de nuevo.")
+
+if __name__ == "__main__":
+    main()
+```
+
+---
+
+Con esto hemos completado la refactorización y podemos subir los cambios al repositorio de GitHub.
+
+```bash
+git add .
+git commit -m "Refactorización y organización del código"
+git push
+```
+
+---
+
+
+#### Ejemplo 01
+
+```text
+Una aplicación para gestionar una lista de tareas pendientes.
+Permite agregar, eliminar y marcar tareas como completadas.
+También permite eliminar tareas completadas y eliminar todas las tareas.
+```
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+classDiagram
+direction LR
+    class Tarea {
+        +des
+        +comp
+        completada()
+    }
+    class ListaTareas {
+        +t
+        agregar(tarea)
+        ver()
+        completar(tarea)
+        eliminar(tarea)
+        eliminar_comp()
+        del_all()
+    }
+    Tarea --* ListaTareas
+```
+
+En el archivo `tarea.py` definimos el ejemplo y en el archivo `tareas.md` documentamos el ejemplo
+
+---
+Código del ejemplo 01
+
+```python
+class Tarea:
+    def __init__(self, d):
+        self.des = d
+        self.comp = 0
+    def completada(self):
+        self.comp == 1
+
+class ListaTareas:
+    def __init__(self):
+        self.t = []
+    def agregar(self, t):
+        self.t.append(Tarea(t))
+    def ver(self):
+        if not self.t:
+            print("No hay tareas pendientes.")
+        else:
+            for i, tarea in enumerate(self.t, 1):
+                estado = "✔️" if tarea.comp else " "
+                print(f"{i}. [{estado}] {tarea.des} ")
+    def completar(self, i):
+        if 0 < i <= len(self.t):
+            self.t[i-1].comp = 1
+            print(f"Tarea '{self.t[i-1].des}' marcada como completada.")
+        else:
+            print("Índice de tarea inválido.")
+    def eliminar(self, i):
+        if 0 < i <= len(self.t):
+            tarea_eliminada = self.t.pop(i-1)
+            print(f"Tarea '{tarea_eliminada.des}' eliminada.")
+        else:
+            print("Índice de tarea inválido.")
+    def eliminar_comp(self):
+        self.t = [tarea for tarea in self.t if not tarea.comp]
+        print("Tareas completadas eliminadas.")
+    def del_all(self):
+        self.t.clear()
+        print("Todas las tareas eliminadas.")
+lista = ListaTareas()
+while True:
+    print("\n--- Menú ---")
+    print("1. Agregar tarea")
+    print("2. Ver tareas")
+    print("3. Completar tarea")
+    print("4. Eliminar tarea")
+    print("5. Eliminar tareas completadas")
+    print("6. Eliminar todas las tareas")
+    print("7. Salir")
+    opcion = input("Elige una opción: ")
+
+    if opcion == "1":
+        tarea = input("Ingrese la descripción de la tarea: ")
+        lista.agregar(tarea)
+    elif opcion == "2":
+        lista.ver()
+    elif opcion == "3":
+        lista.ver()
+        i = int(input("Ingrese el índice de la tarea a completar: "))
+        lista.completar(i)
+    elif opcion == "4":
+        lista.ver()
+        i = int(input("Ingrese el índice de la tarea a eliminar: "))
+        lista.eliminar(i)
+    elif opcion == "5":
+        lista.eliminar_comp()
+    elif opcion == "6":
+        lista.del_all()
+    elif opcion == "7":
+        print("¡Gracias por usar la aplicación! 👋")
+        break
+    else:
+        print("Opción inválida, intenta de nuevo.")
+```
+
+---
+
+#### Ejemplo 02
+
+```bash
+
+
+---
+
+#### Retos
+
+Utilizaremos el repositorio de GitHub creado en esta sesión "psg-oop-2025" 
+
+para almacenar los retos, de todas las sesiones.
+
+Iremos agregando los retos a medida que avancemos
+
+Como si estuviéramos trabajando en un proyecto real
+
+---
+
+Crear una carpeta con el nombre "retos_sesion_01" dentro del proyecto en la raíz, en la cual por cada ejercicio debes crear los siguientes archivos:
+
+```bash
+# Estructura de carpetas
+psg-oop-2025/
+    sesion11/
+        ejemplo01.txt
+        ejemplo02.txt
+        ejemplo03.txt
+        ejemplo04.txt
+        ejemplo05.txt
+        ejemplo06.txt
+        ejemplo07.md
+        ejemplo08.md
+    retos_sesion_01/
+        ejercicio_01.md
+        ejercicio_02.md
+        ejercicio_03.md
+```
+
+---
+
+---
+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+
+<br>
+<br>
+<br>
+<br>
+<br>
+
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion11)
+
+Repositorio de la Sesión
+
+---
+<!--.slide: data-visibility="hidden"-->
+## Bibliografía y Referencias
+
+- [Object Oriented Analysis](https://www.gyata.ai/es/object-oriented-programming/object-oriented-analysis)
+- [DDOO Unidad 1](https://dmd.unadmexico.mx/contenidos/DCEIT/BLOQUE1/DS/02/DDOO/U1/descargables/DDOO_Unidad_1.pdf)
+- [Programación procedural VS orientada a objetos](https://programacionpro.com/programacion-procedural-vs-orientada-a-objetos-diferencias-y-similitudes/)
+- [Python OOP](https://www.learnpython.org/en/Classes_and_Objects)
+- [Atributos de clase](https://oregoom.com/python/atributos-clase/)
+- [Diagrama de clases](https://diagramasuml.com/diagrama-de-clases/)
+- [Guía PEP 8](https://peps.python.org/pep-0008/#class-names)
+- [Mermaid Charts](https://www.mermaidchart.com/play)
+- [Draw.io](https://app.diagrams.net/)
+- [Python 3 Object-oriented Programming, Second Edition, Dusty PhillipsDusty Phillips](https://github.com/PacktPublishing/Python-3-Object-Oriented-Programming-Second-Edition)
+- [Objetos en programación](https://ebac.mx/blog/objeto-en-programacion)
+- [Enfoque orientado a objetos](https://1library.co/article/enfoque-orientado-a-objetos-base-te%C3%B3rica.qvld461y)
+- [OOAD](https://www.tutorialspoint.com/object_oriented_analysis_design/ooad_object_oriented_analysis.htm)
+
+https://www.freecodecamp.org/news/best-practices-for-refactoring-code/
diff --git a/content/sesion11/img/folders.png b/content/sesion11/img/folders.png
new file mode 100644
index 0000000000000000000000000000000000000000..d4a16a26de3067341fd64eac203fec89c0c03324
GIT binary patch
literal 41479
zcmc$lWl$V_*X9ER3ogMWK+xds1P`tW?!ny$ch>~B!QCB#ySw|~4ud=F<bIxg-+i~X
z_RH4pewhE%bWL}4&2*nW*LD3)n4-KS$_IiE@7}#bk@_a4{O%o;+q-wreF$)nEmYfa
z6_7V5M`cNocNODAhma5NO@-xz-@U7jL3%cTg?vV|`=;Ue?j35+-xt(?ZPCwn@3PaS
z#DrA=x+gD)PJ~Nd)Q>(;=%1j_SD~QayM|*@Ru|`sOIs}+MYrx`{?z47NdlaV?u^xD
zq_>_7{ha18+9zJI#mvOI6KdJs$&Abx^_dPEn7CR!Ws3`22|Ll9UDm`*D-XgJSN;rz
z`5w{c(>uf6mc}Fh_fln_zl!v2?5ATgebCQ-C$jP9rc?{|yV_l|Gr9<Z(&zenDFiYx
zKbjpxGO@1zam986Ij@-s=WW+CB>*kvqJCF@*}@?Uq=_IG6$EelP{MjOs0wn`oxcbK
z36P1|W2;q!)#;7Xf_Pr<!Nm%nR<G>Ej$8V)MG)K`X)CBF0(e)i5bZ7Bz->?!CpQx|
zbwiwVSg8{?IYaNt#*hs`Q~Wtwj3VC*CjA!pH$7lHHJ=X7!+CzfJHjIYUVo|Nj?RY?
zxG|FD`C_ldEug-(T{{X*`K_`8gMqEmD7noja#1dw7gWJ!g^~QbHE3=xu+Jyd$M(Bl
zDh*Uehv8owNe2q)UBUHgq-3A=PQ?ue314r;52?vC*qlI1>zwh`ds{s|-7p{AF5^ck
zw0odm7uvyy+T70g9S<qEQ)DLR39rqW{rlb}q^3Rx``~GXhVbS<bdgKS5uoQ6Z}5f}
z0V&@Pvb7Hi+Fc`ht6DL-K6~5uqlHgXS;k!5B-(E+Nf&D8Cv8lb#ngI5FtxZV!-|%Z
zpp`qXX=`tA{m<*nY~trXPHFs<Mbrw|R3k8z3g8T(draNt4)V3>hLdv14i1nG;JEYw
z@m}^GJgf}^47rN|vggbvKbCLBJgC~j{uzCS9m+FEIcdI^2tpS@m5zqjm1}zb!nCQE
zx#|Tup%ZHGG?Ned7$MY~<b7Jp1Jb>dz=O8J@9+?=JA&hEJugh(0o*v70ZKuWMdI$c
zFpgqLQXhIDgi??FnEa=^{&1`b*WA?ld8*3ITkaJjMM49cL$Ta)IJojwjBs&i1bTU+
ztqX1((dn|!E{rl-Gk&>}T8iI?6KhF&Rs+5O*qMaf;|Snn2vZ5mizbsqw8%L<tC_nk
zN9^PxyIJ<d>36AzL-*Rf*$*{l9MROyn|GFmdiB!kF^zf4R|&&{tM^=u+<#)Tt;aJl
z`Vkm^M=>)q7tv|<UU_t9IVbAst;3xPyrUpKT8b<Dbw6u567j{S=842B8%B`W`?m@s
zl+S3+3WDvK_<UN&;_!@lDXD+~Hbd2VyToJ0y^-6w-l@CZYMSYzM0(R?OzxO7A=E^%
z%r$c=-=fz<?uat^UV*9E*+8@D@{aGmszvXWUBG&DMLVwD9)Qq74$*I@xPFr0XwvDK
z|M5wor{T(aIIN%q$&@jC0S65rpDUg+6n$HpWVe||teKFU89DAR-_Sk*Jn}CePX6g-
zsc%`Ar8-J3R?P047(5Z-k|=`LVNZ-S=EZHqVEjh5VwYWrjkZD1p92tMefkJy!P%>R
zG|h7{6ySF_!V3M~7^aot=BYG`KWkR8PT%EJ4T@P<-F`Ly{Auj!K39tq`nmcQ%$vCJ
zVymt-EO}Q+wD$w)o=waXLzU!EEQ-pvuXq5@;~HI|fC}WqM6Rif7^j4kAPpm$fln6$
zGs4H)hB)%ULdmGoZ}|%Se8UYbcUytEaacr=BgVMn*(}}_G+LWcG<%^MWiWR2ew#uR
z&x;kc&<NU52BQdt3eTC~HjFjvPdl_FBkr@7t2-Vs-KkvBj;(oT6zyFJKc8R!bijHX
z=eLzKFsliPQ0MjlMY7?<_U-#D+RAvKq&0I-&P``Cdb|&dk{goyIPj}naqGv>3f@iq
z^C|FRa$Wng*N5P_$%OZtDLNu}-t<ic%wy+TlUa%7LL2;y0^V2wF^l|ynQ~X9N@ZUx
zI$3y-T`(@S-^VpNAUrnUUM%T(2)}QIQG2~s0PCH7EP&6X+Y#OO4mKV&spKPcEfnSR
z2ND92BIXP9{-_VRXK1x_@E^d?gGe`8zU-a!nJ_2CtMya~#{5ca1ov+DX>y0F$IFok
z{n#sD#wzk1v+~vK6Pd&ATODP6ilCHMPs}Dt4e|ioy(0T7`<7E+enSB08uGj#A32pZ
zpY@D_IQWyVI~#ElGvnkoJ27!g)E7fa74=F(G_Ai{yP?n2>NeDg;fu8Q`Wp$H>hp<(
zGNNvtosu<lA$}tA0oH%K<yQeGE*r3zXR%ZZFeG7p2@5#=PE`jy6DB^-sSMe4bNUEF
zQLBy^$T^?Xp-?JQYbOOYQEnvQo%sh7<<^3B2d0)H*%&G2jRcn8jlfziKm9%UR;@j>
zqdhI#2~rjvJM4MLKpl~4!FPpXSV@+}R8tE!ZoBT!fOl7At`jmW&tFem)H2J$=6?u1
zhh+*!_0ievhS3G4c)-{d(#S}z!Qi<>*whtc-~_D7O78|a_9k5BeU3U!))qDO+=jt3
zYP(gPFMww`!kExn3k@c+BrBL_oV|34YGQtFhq06r<p|ENR-%`>OHo{?y0Oi!cIjrE
zcRjrLj@(>RyoQyd?SbGH4f~>(hxka20AO6cAe&ky){WjYm<Zt4n7rc59JqLDb|o3_
z+y?$yuD?N<o@mv`=)SHoE3D!cU~n&XPcE6B-D_iP`mM^pWnt0R2cN?z%gy?7N}ik+
zE>wwFZ>2!xA)&f37=zYQSe0C{K&0WXW~G865w{w9pkE($gTl+qli?m9HfT^i;vkoU
zK()~p9n>$FUQHQqL!@(`pl1p-@wQRp`!;^w5m_n3`0VrN=Wgm+yv6TLV*=gZ#cURK
z^Ng-4Obv;f6q36Ymr3m%f#=cp`K%L!mCqQF**xa2Z_iJa(n5D8wY``?(mt^oO{W}1
zS~{)K>Fv$5u2E&fFmp$Z>U>(+QQKLQ29~br_0SK+Uj>3BYjxdRc)KuF`(=c)#km{k
z`Q(}<jQw6hTiXfZh{wuL&8e!9!_a_-;?)K$xrar7nAIM<iE9$d-0~%wg|e|21Dj(q
zJP{zT$H~yZ>B*GO9wiQ#A6~rE$4L8+<;H2gYMgAV8tM6zo>iQo>IZ;e;BU0F9ifLw
zDUvgvr-3)6KSG%~zvwv=kC${lQen$3@Nsp2l4jhj&w!VTyE6PvudMUi1kI4oE2UL<
z`1=+DVSv36es=xKhSBFdyj|KI9*k=)0f)+Prj%1w(x07<9t?AzDMB7hLi=F^885oc
zkj~hRx-!Y94x+PJVYdl8g3}f@Mr{c2Bx_z`6_YJ40`1(8|6Utvdi{Fd#|+vJ>mOS$
zL*NO)+JYVLck*#dz#c-%U*tTA1kT3>V1OHYS8iVGH4X~T{ZP^ea}pF``Kj7s=ol+C
ztlN7$Fo!9Mj6m*m7bb%=v!C0b$^x-5Z?5<?Z0W`O&-9|U-^%8&900pKJI(LTp0~L!
zh8OgD637wmJrgVdomZdsZvcY!8{VK51c0|t=7bD4?&HM1kC>c)4Ff!3+>GjX=><Il
zFU_*DlLobx_qMIbdKytjPSm7*-+yFlvwO7@eOMMIeZD}E{*J;aeb)R<Tf#X5@DfO5
z1B>vm^{Y}@jvv&RcGs6ztNHK}c3(AgMf&)w8`et>#_CX6(O5*q$WwI`8iy^iSBk;^
z0ruA=!50Fn6pIr|W-g9FsJ3=r9#=;A<$V@hQg3q$VU_&VQMqo`;k3!BQe*TS`eD=u
z{&)*zc+Yq_htR$dIVw7{$x@5S={0DhX`nM=Nwkw~<i|U?$N~W@p13L_Y)A6a(&+0P
zfib($nqU&A*<sRRjsXORVStI_Vj*h7+03`g23tkKlY^th=A;I0&JUUF&%c>+ac}Q!
z`dsLU>8+!_xqc9KqqL?RoMA!}rHPQ)LLY8JO_Rk1dj^ipD!=yw^Pb7W+xP4K*^XQo
zHyzKZKBbX3TNCa~Iz5P2#SB(_^ioWy1v-l|)NOLS@3Ep#$?<D1!6%+bmyn6V!`vnv
z2q0@j7#B+$38&|4K&f0EN1Mp`;M`zgroo(AHdd898yYNvP+ppaF|p#lh0SZd>rm+@
zaNY)A@p&R`GjajM|7<MBoMZ_I&z*<dY&!2Z>p$gKpm<cUswOWv5_`c(E|)O}@4GNk
z{E2M7$L}~|RbA3l8kpy5sBVXAKqWrleLyaAXVM<O2g{I^`4xvTq_v^THRJbBLMJZ4
z43}sc&}yyXWhxBLh}i4B4OoJoJ$~G2M!cz3ni~Or<^VdWqYE|xOM8v(Jw^44z3Flk
z=Nny_p0~Jt<!jQd4m&8w*@OaP{qZe^EF^V}lACh8G*m+$8Q3OOok2T8oXM=JRyjzb
zcuh%1R&!PrA{zcjM*CC7bEb=9k=52iD61K=?PtdGB-cdsc^#qn9x-R@1Zyn31C#SH
zY$t7N(G?<6K#6c9w`llQr^$NHJ7J&r)8RMUw@Zqm(siQmtQ}4M8?P@NIE@Wk8>bc;
zUcPz{TWT)v1<(K_*B)^@mz@O?buJCL725C|Xthx?uhE^Gx7B#Ely|X7V4$ZcUn(Iz
zbHZU31}za1Ji59=7Y|Q#^W5x2>PUX@9NZUzl@<N+RhKaRhW#4WW8axWvHnsNOIc>F
z#x7kw6tCi@)Lr+;)1dn*c0RwMu%Ea}+q2Az(VJ!wC=&L@<LZ-0122Th!&{!rBH>{W
zX`=^d-qm|MvX#jmV^RV?WIiNq0cQayf+W|^uDTD~8$+U<jxET0Im#iqq}(WMr0MKJ
zp`~}lTC(4=X)CBQ6_DujGPWt`o2>8K^qv|GZQNUL1pzN8#W-(oo;NX9*kEl&=WFus
z$}pA@{B=`8LU0Q+_XG%T!-@*8#o4|<PiwBnmU2ak;O4tZ(3F3&0s?LF^*{r{5N-nE
z*eO3K1;lPb143NF#lFn@gd8PsP`A*jSQ3yu9DO@uI`tVYpGi&-j=1CVPanm>xbDeR
zeI5rKQ%3FX6qNyk(pZHllnGS*(26Vh!S?J}YFG?ionRsIe(Fnuh*vk+_BSdU)Um>6
z96FJ2uTy?%5P8UaG=wD*>aR5T|7R`!^Jk(wf>Vmjs;p0XK-~U|z-bBmM<ca91`z}v
zb?i$GytfM`Dd9|p@`-@uJKZmrRgGJ{S8GKk<@H0BO#)|erdT4_LBkyQWp#R^f2Ap4
zq8NAc@ImSRI3}$5Gbwu_iFVVqfwpG_u1i3&6oOQk`z1a&>-M^p#^#i?ovV|h{ndl;
z^x2)j<5GhC?j~1?X(LAfU4%6k==p04qEa0^uN!-bpzlGRTN3fEGTkF~W6GUazY%YC
z*uI?%Eugkjy^J<4r_wpqbIF{Ro})?&ZGUk6lw@%kNCXFud-;fTzoam~J*=kNQ<R*5
z_P8$?t)OuRvaA#o`8v81(HkrD*qE8<y(i<`hO#es*>iuO@K%-#Lq9$anm>Lc-gsH5
z4Ce_FAyXJMuw&jOzyWvM1}T8Li%0IqCR#&LSv)GQCtlbE?^Is6pG1X1lDuoak22`K
z9c{d2YC!|HyC(L%b~big10cU<I%*O1MmXuSYi9pI^!IO#-B@biOWeEp+=a{sZo#WV
zZ+5e#s4Dn{w=?7CIX;i`5!0ig^V`mo0guu9UfPIRm&#!9M6QhTlPK}`s`z6&+xd`*
z_E)jgfs263kGZzFF5nfzaa|<^U~CWQo#iE!_G>~CxKiOv;Ghw%70K4?CI-yqdZkn*
zMSAH8$UkmY2-9kQC?!3Q?@ot*p76F58x3MVcNLnhG1evb*8U_UoGChZOlM$u<~wI4
zlJWzoUK&UYDGy*-&`_K?J*?5?D01CDbtP*)D@3AazZV_l5tPytGKEiSm^jk}Xq9(A
z`A70M&aT$k`@B<WtT3Ernvj<+mrN*!y@f-PHRd(z^|qwP>|QP*te6@|)`%KpLsTk)
zA=26IOAvba4{cuIlq+<L1t|Usm5E4-)S<;c+6+Jwj1GA<?cgJ`ImKp7g0b_7&nhX$
z#bvzCS<{6Huweu7)c-)stw*9}YV~E4wD@G~LPsZHHNhX#UaM1;yamyo*|Z#84t1nn
zrkeVrGt|nKg3+c-y1hdbQAMm)aQuagQ(cO4p>U4H$)ceS#QKAd9!T!AAfJZ-GeKY9
zeQKUv_us0lHhSuHoEKRNeINpya*;2751)~S_N2`KRUvJ5F=+ar$F!!QLM>NjR-PD+
zVwlR{E^izGYbtLF#P%}5x&^Qh_OTTF9t(#jylY<#+*wpNR;aMbR9Ia3C2&m_FU|ep
z1d(s}zR*JeInxpw?JV>r5on8`;;36DzB_=G^An!vk_hdQX{&N$gy8^<71V51X$<KQ
zaXSbfm&m5*=%expC69I#qah0Bww_SA=*gcf@L@+UR^;vWhA$a|5=-<7zm9syEvg(|
z(z36HAMN6-97^^N4hVPT(ygDx=}K-j^Hx~v&(ocR@_JZ>OM}7IX%!*G!bWE&m>Z|f
zuq}VzQU9_FWi>Nz8(r)n{1c=XTYr^C72dct6zSx%+f}&Z0yTg2N-{Ivug?^0X1Q?p
zT&)x|-Eh$3^=$Pt824VQz+^aez6_z*>IOfdmgVz0VCi-)zSx&ZaXA&)uIkFOcCV{a
za6QzV@nOjSDMLt<fMcmI6f#1jKV_iV9&>KcZG_vDZ&MK)%vStNHW8N9kw$i)(dl!>
z#Yp}BIq6~;{0isUF3r(gg11(P1jIj5WEh@nFIJ*A;blM1?5yLi%c`iChIiz`D=Ye#
zL^jw;PikV)n$w1q@4_BRjiwM|Xktnk87o>CDgrbTe#15QZ%2RzuE-Vdoo_hW%6bBR
zYHxW8=I3M*2m8rA<#d0(3trkVGAB#B<MQAAc)=Zo5!}0-vP(6%fPrLS%yU)K-IZl_
zDq_sBVha*U&eTfO3?y<9$GOxF&)SE2J5Gao%h>RF_zDdisaNgs^0Kora^I-OzYM#2
zh?m~=zS+VL(2bUUZA2J$PL6zTzqh25!sF>lG>&BYl6+I+Vkwjv5nCvZ5zODnb|7?x
zi3C^|#fEx|vOlcwN{UgIYvTr|T4AFI(ReiHO0O<scX*FA$2^B#JNopZkF6lYe-iOH
z$lIq1WuDtY{Do~k=tzEG>;5U>$3rR{8Yif^EwW_E<_RoC0`7R!h7p`HN*oW3iqOM5
zeFHpv`CB+;yO`Y2qk9$5S!>p-%}lD6B2e=X)G4lE+h3n-=F`ygzih?st55pe7(eee
zu6HM#>vVnb0aQUvoEE6oX5?#=$RFsg5nQg_z;WW|SM4Wpg~AI6freq)bN9=ftkVcA
z1K2whyT6QF27h!{oeRw^Fi*&;5#eXtk=&BXd!4)YQx%Z?PMMRDTI_JQz0)H|x^f4q
z(XkbYuN)KwB7w$*ys;`hUpTaRK)w?TMFbH_s1K(Vk&K%$8}`ztfXTO&f_L5zS8qxm
z05(ow)Ys#;J0a;)e+}TkZ<-lALQQ>X?hy`JQ6vJfAX<K|0ETTN99(pv!p7nG&!`6l
zS@pTa-e}u9xH{mSn)N^;Xa(Ux+!%-&*`gL5qbeS<MSJvl=x%0!dc*B_KvHh0+GF7%
z%lT7>L7izXrcu&4JD>IPGmU6{%8fr|k+Xzy%YTKU!ct}3Z~HW1NXUr}>tsz*G2?a_
z0l&;v>wJcRxj@r4gLurP<Pd!~H+Di;P?{s`x6ZV$4DutlcgDjDB4BBG)|&rv@VKz}
zth@GQe`-k^-l$lf_se(7BES4oc3_(w4rlQ^N&i-^hut|q3S$&Ss56IV6ED?$>h8pT
zu_W@+K{~3ahIGKZ!P8qjpn1vd!LOyxxa|wC{iC6feBDz1@xr$W(-P5{>Z>NZP3}<-
z{^rEkLZ~25R0oDRFp#^lnp&EOr?!nMGc?JfVP(T|wAQZO2aDp$&{ov)x5&$Nkj%lh
z%DD#Zb^dWruV=E`IUPxpiuM%CNq4}V1n8ry<?yMQ&>R!fzKD=KNp+7pX0Yi!0SUuk
z%%;)Wf(r+M>598$WRZ<vbR47@O#mfo=RWJiP`4bLU|u@S%xVw_GA(~bJU!y~95cn3
z+2v#pgy$!v?df?8Hu~7EsG52grm`31FqUa`Tt4t}CaJ~6iP{QZ$;2gvB?Qtmp&wWT
z=^VDV(S|h7L3;yOYfd^xm1|Js-?uj-a_>L;%Eu^Y;80G_4JWJPZFaJ*Vxe6ebRq0P
z<CC-1MQZHR&#Ss0pcqev@Ai^I-3!D4__^N=IAAktPFd}pJ0r-bsHm^EYZBf`R<UO6
zc!#OmqG{POXq_uJtY3_nO7y5-xiPbGhGG<=!8>JGi`=4k4Orp;(11x6-MdS7J50di
zuEMvu4)n%%6WzbBbt>#D+g_=3pUzgc<_nU%UpK5gH!NG>CI<SiY=3Rto*zS@1!tF&
znx;O$jYm)~*mgGC8XY4lQGIxT{?*ZcZu%S88h`Z8!Z6v^M|R8W-22W4+dFW~kH+tG
z7RhXXr8^cTU?I36dX_A3Cvunrwq{SO@A@E={X!Xu2}d?23e@tpE3~=db0K*d(6D(o
zFv7ON1s!(xvd{FKm|V)dOU&Jm35+R-fmj?)f@=$c7$P;o0&dEHz3l_q%$^?VD_Taj
z(E~#JODo*GtNi&kfJ1;ZN8k=j5I=3}{asDJ2)MbBnd7)$`m3N}$(P2g`T6%AQTE%V
zurG03cCP6k{{3BkM>IxYRVbl(SxEK$Jr#*8>FAs|q7wNBw;HC|VBST-R3%f+Y}qt$
z5NL|ITbOCjlzP))v_~Oe0deTd2e-fNIPZ1>x(Ifp2=M>K+WuM@8WdHpe%KUh=a!Ki
zm+s<B^0;Jxw<v}{7DlrZ5ns43xpbY=l#nvNFWh&qQbhdRkSvNordmNO-3-S+;PLY8
zdVh{7@{K6S6C)hn^Au!h_B1b}OiQKpg_sl_(!*!RGV#7X8s)&!uDan%9H-$rvTh4J
z_8LRt3$70j<X9{=BtN5)^nNTeh4U;)X-nAGK-zoKesMu(tv-H{Z)A#txYh5Df9-3g
z2|1}!vES*M5JrvwZq10<4LQlgB*^rBN_$@Ah{bu5uO#zL{sfU4aSU5U75&=B6nRe|
z@(@2{vJ-WaQJHOcLg#$~`_SNs+T^TfgA1=)aVWuI>wdO*B#^}Jss>Pa)n-C+*S9u7
zhl$z4_~?ouLbHRW`uwv{8;q69I(OhUNP4H+ckEMv>9~{SbK`M*Kg`t|36n4oOC6Xe
zPUiE~g$+kgYe+=!Z0;N;^W{?bZHRUUafwMaPUxKqsoP;EYSAq)o?2vZ^D9}$#66yi
zphZFKb**SlecYPt-|k*yH`VLMAS=p%LYBqjSyCRe!jFp054tr|-@E5mp-S^Vz?HAY
zghE1?Q3ZXcRVZ5;m1dKx*MEtifQAAX$(V+$l6VGNf#7C%HSjlH$<cpDEo}B01&r4j
z)`5u}Ju{7Vjz2Ykng0DQIJnW5)jU>9cZ)S~$Umo338t2p{51ne2+Ye&kf#*ieW|eL
zPqFJFjU!3K5?v8bH{bgr6eDSitRG#^2^<&%hIDwH+(^L4*zpBl{Olh9aws9v3ovD=
zxU)fSo)@@u;lt?ok{G>yL?j<lT;|Jh;wFkM)SPd#aT}&76*SGbo}u}W|3&&V;HW%_
zBfUQesm-i$!Rr0rzPAU`p-en@vnTCyrmjt{#yC#Y4MF<lS(>5ip__4i-N1~7cB%EO
zJXL?qT0BpDXCoVr&eH2Dfh+zMGp8=YaCrX0U<p$(XGgAa?Vpt+bqjCultsMVx|Yvw
zTM<T;YDPtVkg`60=hE3^yh7}^@==Il`MsmShJIdlO}9xRE>T)qp0CjR+sES1;=Un#
zq^v`gj##8JZ(C@e&--wH_d5_2@*QVwDi9;-+h3BMZMb7`Rn{JkzoXL875gs1?(CWc
zkv^lt%XW2hp$E^R$gM95O^^K_SKIeHE&7Rn8Otho>=yL<1A?i)TSx{hehAc2QIAh!
zH4ilrTDH6w6h^jm%mvs<wo=Vodb2|s_x1W8wF}OB>{ibPEqS)beNrtL$EEVJ>n&u!
zZGtnj+P2K9XT17sl!^2@8-YX1aX%gwn_07l99bKx{A$iD%}299=HtOv2mGBwamZD+
z=YFPwAM#Z?Ti~(5^E7qt`VAv4<I_z`N8U0XMW(FqFbCxiNJJK80Tle@7P(5`%lCOB
z;hXhQZ!sGKb8n+C{xFArDZWlqh}H?q&_G8a&4OJ%1GiUpoPd8{t;f3s5-K02k<^Lp
zB~C0$H<lrP54!AC1GD3S6qANPXHpY5TLUXvsRgx#&^X*biha5&fA*zJYPEZ+7LHt3
zyFH9XR-{=Y>#BK}GSE6X#gjeWQ1~@t&weFGYm3C_3}`~huKfv@>frY&#axtc^Sz~;
z*Cy^eUD;NTJOA`SLI6@y&VOAUcV96<ZIZ29d=t1>_VC>5dR@@_MhXrxG&_og0p6gS
zo>8I!825;~dZ=?kGEfq5$A76pWeQJ*nNKmOEoh3Px$p^$nvj4;b6{q|ZcZ@ymQ(Mk
zputgSpCP;LbnetW`_Jvc%}ST+sFQT-*ZA(wFTt7FVGAAx<Lm{OFFaq!%Y{8H9v3Gq
zxWP9JC{MruFUFc_Kxl}NlGp8V<{8O1AeweJc<!S@N&I!pWGm*JFIKY^!`WntP$#3?
z>Cq@%J<U1n>#+X<tXeQkSTW^nsY-&CEJKx4eJ<W!`gl2E96{|YA3P2-A6BeM{+5o$
zFT%0`>v;E-X2XedyS$BL*h1!(&&vgLp>lEb2mYqtZ4&3WtlJc5N*kp;IG%lvubmzj
zMB@WQ+Cx>NbrZb%CHslQVm#GUztiC2cQkNkHizIL*SvbW7<!Y6@wmHk9?e-KTk}-{
z%u5=-QP}0dR3Pr6jjNNKV=QF7<TP2BlpF${egBXIV-p`<CxXVR>~{#uKUN}`>MS)Z
zd-%dO0-*A(0vafGqpH+*Q=B?)>>v*Y@{5bpjvn`&pdF|EW|B%KqbaJ0VAr)%c{=P>
zqZmgo61G~yIOUmlGGVLn-@C2$oUQCTomW;2nS1rV+sw8+UiG05kpmWHo)2>>q^gBy
zvMbt^QyaTx-<MuH9QYm^h(anYEAhA84>}ICJAK0<n^sQ;PXoseBOWj%1UN^Cw0bLn
z?zG!&$tlt^QPEAzpQD_HYzPF4kc|oJcw)4t7E-OXq&cZd7mW~W1QLl*!(t0bgPsLT
z(J50@Kj`E%4?(x1laUIk7cH17l`8IX%6m_=VkKkT9ML(x^n-gWBE(<Os$P6c(ZfR3
zzAHn^(FEEtx6r0u51M=9MH!xx6A0HtzvUQdu4f$*=tqzSD9&|J*^YtIfck0d4#|px
z=WK$S!9K3X!XQy<p@(MvBn$2iT&U{Bn((7hy;UWHVefQL-S^D6=j}fhMkvz)<NOo%
zOyWqu+Bbb@XbV|%FH5R!`hkMmP%F~OTWgNzn7!HS<(!;m7PFeY_WlH4EFMUMP@71k
zu`l6$@AmF6uYGQ#Zqf^5UZ35en2f7@gYJuB==cbv#rcXc)l&&~rn>|+(_HkW+#fiK
z3}`#-l@(`$%+)Rp0gI<NxxTZIWC7=1tMIyNxp8i)aY}tf%q{F@5O<YUV(UG~VT6#~
zIfLISp44vdZR*hXcr&lKmfcggZb)z{5M~+=Kyo`Lx*@)_g*{w&)(s+&Q2PSTZoig1
z12hNe;R4@AT`s8vc&PLY!Q#kfb@8G>%Bu5bRXdtrX@)ra7O(055L~CVMfeh`*eJ;?
zDWW=-it{EDYPjf|(5~GR{40*uipm?oG=wUm(^4A2(JasqEh<BtE88amx`j>!VZ%q{
zmMVU)&q+lyqAeAT>W8^AjLodAi<1sHYRD}@8M95#pxdNo$#{A9hi^r(6c}P@e$0Yo
z?aXF1JzP5>-i-hFotoe8^9_j?g?zeIFtEcO1D9kYQ;H{?w*Phhqnt^6@e<N?$W8-Y
z@WaKE)zX&m&SVzw8EPw^Q1AjP>ps3*?^*rQ{_^7RYp||+FnEz-dTi1kh_pX7RH>&@
z5|AhtTq5Bl_{1;Ys7BuJKBvV<T*X9g$ER~y9Wac;{_Q3Q8D4wod=xpV^9$?3<ZQ%M
zn}Asfhg79hs;sja?_ZBtw>xYvHKXn24=4MD<#N%i70iIY?&v!0JD;!cj(3#&9yus;
zRMnoMDD;x<_Sua{-=|r&nQ<h8T_WEvlW+B26X}_Alq~b@RKIqak4`p9{=IS(ihJ2~
z8WrFv{F|R#!9T^{x6Su<hXrjwl$Fs;ii%EEyk)-S<f<1@<>?7q3=)a%w&I~uzl^jD
zJu+L=J+iz$m=VeSqGlEjDYa!n26D3FKnb>u<O?S>kIj`E5IHFk%pC}^RLSJ5GpyF|
zq0Mxuzec&8WYQfExM>N96(2LUpJ%Y1ybt!zg{cU^4Qho3r}B|<ID+Qe?AE=ITuGyi
zrbs2|*H<EgFm5M|E?>CpU)r%Yo!Tb-QwJg~*@BW*HFOyb5@28IxmfNO5%riiomr~w
z5MC+asm^tJ>RsVBmw+8t+sRuk(8nzI1^vGo*ogN;IVz=a1+E4pZ<(v@-U%+C!&P?p
zWe46USQ>n&y+FYuwiB2=fHoEn)+4{SZI5lI%B1nGW?2u|&nJi`{kgkwC>^d>b3C*k
zRDyZB?_sd*K_7u;?`5|_NjR7-40(pJo#I5%_f--?T8=>>o)3VWYL`K%n9mD4WFa4d
zJb!IMWsE3FLJo(^vJG#<qx**}M2AvSvo}Q%QduW+W0^!e2e)myQ{PZYHKkCw<V0I>
z(dgv_3n0G`(cDf1-g*9&gRHIVBY{8%Xwh;bmvwB0Mu@|WgFT;8(Q;U647xodrhl{c
zWxL745*t=P+#g#2B2G{hbw$=4csG>?L?(ma8_x|`*4%#XC}ugJkSVmNTWv$zSBIiS
zY{N9U1waD_A(RsW8RUWdkEr>VwE2I({sX~HQPD0+v)^w@=Rz>IFGO8$>K74Of#?oZ
zG&{B6H>btCtciKq&*7Eh3@VFQBB<#F<I`ZbDJrSwZ$VH(zm1s$$Mb&Vs#J>dJQXWf
zPohco3H;p9kl)^Fwqb8<=)uP8Nmm%1D2&>#66W9v+O0}f_=b@M^n}Z-DDRw@{T{0I
z6mpJY*TKEHZWgBlg7R#Yw_p@}rslVk8GBv^M87Mr(dqkq+WCuI1YS1+n+fgWa6*&b
z5EUYHqajhn=i8mPndk6p$3{9!3%i;|h1KD43-(~iuCbT5!v{Cd<I~bDoS{(n%bi%h
zrq~6&&I#`t61DbA0*Ssd&q<*>d(UA9cs-9Bj3=f>*D$gTp_5qev;G(#5PAE3Z6;3R
z?cT_SJBrWkk>wVSRD=kS$N^rZ!T{>cQt$pfWBQ-Sjpxyb1N7QE>9<vdZAYQGm|CH0
zN5CPqR^RFtI6~;vD5u_4=(P(i6ao(BxiXWH+HGdbFnXD3U1D87vXKs$dLI#uYPwLg
zMw;)Jc}n_S0AK5kqVTCbbjt6e+D7(k5XgpIzQXHfg7|#El&uazLc&b2&k(Ba6YM{k
z!QUw2fo48$AViI%caTs7VQ3zT6u_~0S=k!s<E4x`4DS8d`rNl_as6l{<d@_PvB%dD
z?uEKHR>$-@3rmOg9e%6MnZ7bj4aaQ1-Kyl&YyC(Ev=h#i)pNR`G!A$v5|)`+*@}wR
zV-U1I!~}2Z;q~QWz<VMZb<}fMADoy;<m)2UhmVC;4>0h8@CXOeg{XvRh;=Bf#)zv@
z<!ENYjsI2vsEPML{*-=Y=7?QpO%;mN<urYkYUjjPY!<NqK|nz;_@_I*f#WU5!~JpN
zkE3jcUr$08&IH7+orJ$lPUGd|bn^p>vx&!0Zi+%XY$NNQDRHSJB&+e__c4Aez|Y3T
zTx|_!p0rEq9r!Bjmu0gT*6K%OK$xm_$2GH(k5Eiwv)%e<-G}Wn4*1BFMQ48k+f8{D
ztrwB$ik7x5R_v}<-Pn^N+@uoz$Ap5>06$W*G-PTyC=OS*GlhcV+tXReKO*XJ+@<Ts
zM+nn~B3F!<NYTdaS^?8vCb((U7Ja?#S^5094K>lXP`uxLbx?EEyGoSMm{s_O=^o9V
zLwDh2l((C<qF;*5hA>o1&b`eMctN;OJ-HgfHm__}viv_$Zv3MUy<T&*Jb{-p&I#O_
zbd-8Oh6V3oauP^ANOe>o4{=!c`EW651M`}!pM8D<XmHHDEKrRh&XOqKnG<TRRS6X>
zKNv{4BCpB8eLCo0d=ZZ1#}Aol3oUAZOMtuOp4Tcbn==^VnRqQ(N$B*vB#&M}b{Gt5
zvr`c49RyRz@=}4)FFHx*y3JU##Pa<cx`PRBh_q#f{!CbDti5n6f9ZIu?&M#I!0TSz
z#*nQx9%B$+q)St@DKkFSfsR_ls~n@|+x}jbRFCXgpEH6QiMlaB<7185AX!~ta;yqP
zyb_LgWHrescXDD+SZ>Bydk2eACTk1X<$FkO8@1Ay8V8Q={*V{HG+=C95t}l9H<Tg9
zs2$yO`?qLiX#ddhg`eI%vY;DX#I)Q>#QmzRHV)KzXM)fRt1dpHESli=W~znbrQQ(^
zOIt66R2QR~bC`n%uw=fA;0TBItRq_ES##CR>hiy3l6{<yGW0ecz!kgQIy3dCV&6VT
zSDJOS%?CCHXXnA5V8r~IxH8U#I5$ER53u1^|1*=nq03Cj3&%>UGmzPFUoO%u--FXi
zBXOV1X2X@d)kwo4d3hqY(ERE*_Ruf~fg_r`g8HJaD4q-jm%R_~(Ec}_fbsU)DzNp-
z5sl3T$v~=S3_S!#nz6&d<+W7*^8U`l*6^nkumfhJ8++(YEQem>bo49+lHUyDUM#q>
z#oOGnfK+&jl*a}&{TRb*+I_3DPoXBnnYZn#7jabSd(Y010XFs~iG803x}68=z3HZ=
z8ADjf8IcP=02oK-cfI+=oQrJZj}Ox#s~W?NVTqeE*+I>Ctwu1(+8?>%43Fo!V1U;2
zCg;=;P1iqfE@D+bTwe8!FzX~f@zRTuF<ieSRZtR2;X~ek$zDcoYkD4>21t8lxyfyI
zm$v9vi*edo1Ea_j7W`6FsUNEb`mX9m%`h3d6hkbUw_rDBX>izJQ+=Rkat2B(>TOP}
zzajrf7PomUpa#jcl)ckFvu=S3<D8GUsWIKl*C-ZCO6m(92)(QuAa1yP+Ty?y7)43w
zyCsb#f)>9|k-@m;2l;rhfjX|9m`J~MI$jXGct3{hc7L>5@Jt&Za0wOT<V(rUIw;>S
z>JDTr#^{_D;q<9RNL1_HW|y#XYjM>6!JTX}INV?3RF(0{%qW;?a%7DaW8CIwgi83(
zY(E<Mou>9~%hMLk>iZ)DydENL9{H*I3G(AaYcDkL%@p_FagM8EeyYE2nzum9W_XM7
z<bWuPFDTK_#Uf1r^gHkuTi8hWr`Ca^xxE^PxEY_+8{^0|{6M}>9Rn5tu&0HLId3pY
zc8|%#{V#7czeEcLnG_2K;00gO?zz0`LBs&vfR}O7GuuvEA@Ji$1Hs|vB5eVb?VUIo
z?ytwqA*FZP)2kWELgSMz7^bOiQN|<`wy2#MW7Ld&U8Ctq_0{Pa@VZ<{yL~(5Eq2Bp
z;``qawA#r(jrlFeS;WsZWVN-S%moLI^}6G&Q^PcIHMhE*1jO>wU1E|QPyLr@=!pnC
zL?l+cXO0`)i}WgiS98Ko$SF+@71&5r6)BmGVSHhfdYJbRXj_51qNP|1LN(zzJ-U2l
zDRb+;0L_2Y_SlCb;Yq^SC8SBfDQM8WW;ebvL>SWf6~d3(nc?$HrTg$`*`)j)s$)S}
z?x%yN5uP#U3`nSrQOEhW0#`_IuQHHvGr?GCWFfbNDvkMzuyGJTdoX4$FrfQ&ZVV=+
zpagSDe(dM(yYAnJPo9QxUGt^xNz}ZjBJ?MHtJ_*l-Y;Z0eU@yT4f-pa79y8hw12^|
z7$uHhVboGR{BzeHZ>L(*VG5pq9_-ZVcWG<+V<@MdI5?}AN1P_7CjH@9IEDV5G6|?-
zQl`>r&GdIo=GD2d&lMt`i{tWN+|)Fh>Q;Ip@v!XTw9x*kxvmU~)yavS=<-goxUZ5D
z6nOcs5!2UQYS9dA3XPmA0Bbe<*gCqsp}Ty%)i9r3t3Y3sSOVhh8AXwN<95AZOo|3Z
zjc1$ua<&})wFRD)fEh<bng%QTT~-^_TyVjA_qHY`0^t&+vcMBqNZNDjp(;lfB6rqU
zU%Ud?`4z#Ldc?@T;zN=#=FFUUl(id|4VTz31Gp7=wpw7uAzcgL8$w9!8$jb6CJHXl
zy%zA${^K20m#$1vax!3_%Ft17NX#~KIMCs-RI@daT`Umoc=E7P&cSS@QAyI!3L(Oa
zV1u<io(Qn4CbYX@8=~d*0(Vm(X!sUCZ?Dul?|s1X2mrlC3;Qo=B2dIM&3I5X<b~U{
z`jUp1f-7KJF7@GN2A45AMxo6#f0AiCa}dvCVxuJ-zIc4{Lkk$xh5_hXOLgE|R=61%
zX`YOUlRRNg4BW(TkFK`ngXXJRe;zFN8zYPUL$DZ~(U-z-Z0x5r@FTK3iR%=<uK2>)
zO7K_JYHi_^)x69bR8K7oo-EIwu-LZjbHEt%dDoS4)c3T9uX=QEuV}B|9(gz(@l;|+
zWlo(Md>X$jxIW`O{`r%4JHsC6z<2n&y_|u$cHK4Q$2FUwLEu7ba;CTcVG3-SF&j|P
zI<Pq(D~fYo6lWw%Ttr<9*c~TXW;)tPZ62&>lONnQ9XyZ2M>p(5sJ68;f&`n$%q8HL
zvb4LCr1*_1Q29R~jIfc9Nq8>u(MC2LX}B_jXAs{b?(LaWcNyWJZA)+GC8guBq)8ls
ztT@aYmX@7l_yG_4F#QfR(SGyK=0gZ@@;54RzYIjr(Z~M(x|UR&IUeW8h089gM<hf?
zAS5k>@eG-(?PvcJ&j+Ia4i#zt=H~7lFUJ(Fm16Eiq8iyAwcKSJ!2=mI*-g!fx9oIm
zU6}9*d1E9C>{S}X%?5Nr2&3Qz+qTaMhBfum7f@5=f#@F|a<(gls5E1{Gm;GI+TB>F
z+17IvwBg8h>>%2Y6=Qo(cpmUzod1%O9GCGQQ45Z~z@@h3)xXYSF#di|JdElAlJhiY
zk;N;dSV^p_Z#)pt^;c{S=*HUe?fYuo?Q%knm>nzh^&&3Ap-UlhST%Q_%xBf(W93`3
z^ysgE*SYiZ?JpbXYzSl_&_T~oOJnNyR+LB&O==xzp0^{{)YLmwS*g!Z$&Z6F@Gf8L
z@ACLDL{Q;BJb3jFR9z{t1?6QDW0q%}nEVx&Sdh&>?tPOKvZM!WmNfbyb4XZoJ9jA%
zPH5NDL8SrE#04R>rWFKh_FR2v-I8(J87n0;zQYh`rYfpcgfxg<Q~v7;b&b|HT#hK>
zS3~cZ`6*dH6v|qDpK*hi<44&<+yh|U7L^6IL}841y_ikc7VMK$tUC%@S8X2*Q512S
zE&VnEN3C^s#w&OO2!b0TxMxOj+5eq-{CC!<C?vS@$Feh>U;aL<(~qkLT!o4aUpAVx
zU&=QZBisfCNV<BRgM6-_=ukd{A(*3~FYnNt1%Lk5+oxKO@VS6TEo!W&&8j_z<@YE-
zYM|RT>2$PUs0$`oBw(QVSo<@<Eb2`@${d0ZB@ht2@<~2TEm#LhjLJ(Ioe6I=Zx<y%
z1C2&#ei87{3D5oVPUl;JjgWfJpHwBk@4=_Pdig^V<kH6^YT(}tv}K-F)G%NhL5d!e
zQ|^pw%>_OSjucQc1>GL3I2;;tyf|BKWdlR+K-)$;akT0R?X9o^g}ersegrzs-4DG`
z3nd4`M|6s63%-vZm`K{VP&@dOs{di{bkTaa&O1-a2(PwWof1wDxTg`~e*6i`m)sb5
zNja5Do{ZD8GpOheCwSuyCXF;=!3+44e$!iu!?HJ6PAvo(I#Q{%Upb!aR$mL;yB%{5
zuW1X>vN|^~nh=9D#<&VSqmAE6bDO+8h%7G!_{^+K?KjO(EQ9{lgYG^A?jS)-*b(f@
zR>|>@uT)#`GPPZ3MVBO=dciQIu!wF6h~;hj2Kx_#-OE=81i{*55ABikW&*`QPuW<n
zKX34?DdcZmv%~L_+bEjcOrZ@PNXW=`mPW#1`&sVKXgpg0VQFL&RU3DFHk)nLyBWsh
zx9({Z8Io~+8wf^cFI-?V;Xjgwybg#0F2t6w%+AMjR9uZ_h|>CeH_*$a>TEszzOif4
zi%eATQFp5lr4*3yFP}fkbpqn^Phf+CAZE@m)C9didnyDpwc&5hBnLHD!JGkn6V-A=
z*yEJ@K=>;<o#$2jfn7f#lN%l^JcB^VKiNUeU3B$Zttu*8f&!yA62<kR#l$!KApDK=
z2xuVodq@CVOw>mAvI8|C%BM4w-vpUexcCi&<)rVx`xa!J$@Ga!_2`;(xrorwt+`hL
z*%5W1A)sgF{l9a9WHA*?r><H$u92g(hIQ)rIjto@gxYrBL-UJAgdsLaZh=X<@ybUl
z(YF&Zld-RiVxdT@On;Knr8_)qQI6WL$wz;S>I6LK8d{e*@Ho3PL8Qd$z$MqZGecZA
zo|2{Y|0fK<AKpns*Y9F*5t3$LKL6%MLI1;zir9`aNbEnY`k|-3VPuJ33hugw7LsB}
zvPu2Kl>62!!@cH3lp(pS&!VMhJSm*Uy-XFSXs6ZY-Dnv46QlLmydg<x;qzXe4ixdx
z(U*KTLRq;gX<JQ%+US!G?BG~!rNQ&s4@$qK@+T=%)967+ZsNm=+)0|Pql@z~?WW6$
z`9`FYf^cgc?_w;8jC#;muGcwMTVK79<pqOwBX8VB-FCv;=dD(hYgjZGV&V4RuO;VV
zaOC;Y?A+m#UJiD&+<XEnab!Mgx65$IveziJ%oG0po;gEfEoxfpsn7a{JFvx8uj>Ya
z;<59G<0oMODM`D##&&TDbCphds_s5%4ERj3Fq~@~5TFZLb%m%eA3Y2bc5(?+7hd9!
zr6>-PzFSY*kePg2;+l5^3O-&P2l0(?90cg)*=abhH7q;12gBKee~D)}F8*=|lruk^
zpDFw>G03T&lcG#1dtsgGiufg`Imi{7ZCV(b!-8SU65q0{XxHfA(D%y{d@8R@&%Sut
z36>o9yPlIO?Ej?|53lR?pH@6^VFr_TZ)7?1m5Pw_t|Eh+K1)yWv;FcB&LW-LW_QGr
zl3F*SGNSrKWAg}H?kwd+4_oz%J+JC=+9w7oP=CC~U5IY|+?b(P9di-C9b=w18NsnV
zQ7M=2TfOHD8guP$D<2B~uVMJNN6JO&g+9*1C@LOkM~iTuIk_SYT!r7510gi^r;BNn
z%zH#d&*6C{Z~6!BhkGY<Q6^lj{(@uu<FlYP?bNn7X?Phe3QoSEiwX~v5=(K%2+U*!
zVEhEh7`!*;%+g2`;E+|mF`tRS+`7=Nj<fFu{W|L4s3`6YMqE4DE>92#18A=w*1<)9
zG-|>}ue?MB7n6qC^t(GZ)<^oH`ntFP1|z-mN%YF$v^5X2oc`N{lWS-9U%%cc4smX5
z!2Zu0Chu5UKJHtYR{Hxq69aEVom&FDyn(Cic<Y0smR^5O|Gpsp1dgNS$)AR#9ti~f
z1)QJPD!xI3;hmUW^}1`RmldslFNEoN3^?TB;<~peQttZTMNo*U%c>zpaI**uaG6-B
z*1Haxp1~Eei0UoL+(P|_2R@l|28E2=g0bf}ATrx2^5;rb=#f#|aK<g&thQ(H3t5=o
z0cqc4UQ+?`@$Lc%PXyca_JiUu>g-XjI#GL2*fX;CgdbY8p9eT_j)u(@)T`l^@#sF0
zGoy=$f@b0U5d7DG@B4Ho-oUcWGQovS1i6u)f<)Q}!RLl!u%s+K$5$O0c8UoLAhh9B
zOLVTv_0C)=F3&Eo1d9X#0seJ2n;V*|ZH!HE@l${0=H64T`gQHVfSv?>Bu6C{1%%Io
zQ8OEHF;LhWVA(ac?3*9p;)t%xIIKbvU8t;HU`6x!xt&n;9jSAlpc{0<Rny_w(~WJi
zz3asblD@^z$toKJJ0Mk-nnu`S-w&qf-6w08?#sWvf01(ivUIa^CGtJ&_NuMwLV9jX
zRGZWZ=d?;OhkiDWiIu<35&vkA>%%j-$%XHJKB2NF`#dTSXsLZHJq{XpLJBE`y(0`Q
zh?cK>txlrhauDNv3)c>kKK%4iYAy)9(B<ur@PwG_mni?3>mzMI1s6K8e;XgWv3dj#
zf@ioOx{Sa)2-W?~|2eRgAaxqEh-0_N=HM$IX;hEt(}4Zm{CvQ8AT~jQCBhJw3>xES
z)W)4Fe@1@1EMMxU7!hEsXG9-oaCASpAbm6%XfMh`eRP5&7I6p>vIAtw``_j}**_Ni
z|Gjks`Fn47zh;?}wpdfE{HT<C3oqKs2{W=4d0?y<_NDmn%vG+HyVB~g?D18W;kETF
zs<+lCSs*&y0(L%RzInUN`<3t66_M<7v`9NbA56Oon4`|?n6el<t~??7A4?g6{}B7U
zuuS=5pS2?A-i$@?q+F1AZLvZ+PC`f!5{AcxR?|Pi^yL({Fa6{*<94w=PgKN&PqG~D
zlok3F0-2jInO-k+nIzECS~u*US%6+n=!u(dc|s@=2a*4zhj=|9CXr^AQguNC=Dd3@
ze;WGlkN+Edh*GzLXIw`1zq1H@(RVu@E$Wk!i5EXXIO!{AOuPhGqhr=pT1y^2*61gv
z)H|J!5}tKGB;O38mM|`vx{4J#YYSg^OLz4#=0DJTS?6uPL}AHI{)zBV7?piWKF)ru
zVM!9Rj+Yfn4IeJ@>U&~B@7eG>$aA%H177fHm;5PCWe`i5`Tr0v(yLL*Eh~XSVUR2O
zvLLEO{)qW^UR!sRPm-DCR9qF9)~p>T$|GrMA!cccWP##t#_lQqU*VvJo^i~Gzcb&O
zS_DeP3nF71!)AD|`BMCD?9qL(*OqCV^DG%e!(39jwafbAMjnI&C6Q^B3<o{a*EAA^
zdl>7t)Evakfg~-_^@b4E;{yb)yi%dH6pS%lkuCe!J(|JAvX`(QS4eoXbEi@8Mfwbu
z)X>~(zf}3D)BTtiiT6pjv$pV$zL7y41~^?4sXQC5K>|s-udG$+(7<EQ?K<PszYqJb
zmmM`8dbDSg-n<xNqJl%}mVlZVN7|dRZC%6}>buXbiD$uQw*{>w-<;g2Fiaqyd#=ru
zY5{5AsuzA(h*%T0RCd6dlqWL)3NzH>G%aT5O&?eB4XQ7FO@9=2Hgt)R{cEh7a|ymw
z&J?}O2B+~dAjG42yJ9wA0TOSwZan6FaEX{*H8?=D+bwANrLfCzz~ceUk?%k!p_XCC
z?;g5Y&B9HLW%mac1GzN&3t~50OJLPCO~09VZA#`YcGvJVb|TjqI_p{`YxcvcTiuWN
zDngdBv8c@{ut20j)xJ{`C?cWjuaR9YnqQCk>kz-p=6K3-X`}bYkjivSYy%9#4W(A%
z_H9)~UG|3p<-{s03Pp|5p5I2m8@HfNer>k6>0@nWt;OJACQB%z1zUr_4j1#(ASMFQ
zA5V&il}n`M5|S<WCG~FH{lUz)fcGj^ZjkBkhJ9t&fW)>90tySu@9N1KtDbs2mNdnd
z5|qcIrNaQ17V!gWgQL#sy$|5if$2EmQ7fN-L6wMMj;GO^)k0QOza7XB79qV(i^*R-
za&Of5w5F$Q9r;V4;1gunrS6|j{$tDyGk;8l!C-w`!LM$T5su&n?{ss{n*AFC6EIG{
z`u%B^W$zG@PLZJ-o+BD)xu^X6*rYia$>?J9JHMT+o;)J`gtmw&$_8Pm!P)vperX49
zO<jqF&xt;ZnRI`^=#A%muJJ$bc~e@Lw#>>`qwb<~`a0uVv-jB>YMbopBrKR9aoufd
z-X3bfxXgjMzE(gH5?aN24|%@7p<;8vAUH1hK7snddGjI37mRMpkp~2v3J6~4za2B>
zq1}s2sq^jnnkJIyjR}J8N_wLks2=FmH}1b)`tFOM%F2%%=W%jn{ji|Kb=*+E1Z%%P
z8#13#`H@>vpltDxNbBxN3I-UVfA;D%8U{lop#_6k`Hb!?XS1qiT|FE{e57BxU+;0d
zEWr2y5cC(RY26<mXmaGQbBlR?<@!Di_1~C#tEf2FHC;PEu;4+1h7jC?`vd|B?(PuW
z-Q7L71rG$b;O_43?oQ!a|3@-suenyQ-lP99_U_RqIfzymMSbu4JlB2QlV)U3H_cG_
zT?g7#eN93yofC86<^}Q?#hPq2ag$Q#4%^5!p6Ma8(vCzBE<5p{<c~R5Rn7JSBNMR=
z9&kHILaH@|&S_?ck%^kM;7(K?RG@(0U^z@8O3#8+_I?>#$yBIVe#fwMDe4hZs&B&k
zUx*?{;GPgM=g-45JEG^%4Z5i^Ga2=W((3y#RLOWJgd*54wpygEV1^KVuFLXR{eDD1
zS!MXaPt(#Z=W?_^6@(OuTz;Kd;62yKv^B(9i2u^ARUrxhQ$M@8-Jg^ZIumm&IWH3#
z2ERF(2$;TNfzV+%EMaS6)FlhP%%W2Ih&Jbu!I5OwBhmzLISoV#+b(;n`vI@HXmrWV
zj9sWMy;VSySziGn5&64~KV2OLNLN4ely_>qCbX8p?oncK&<2-RULp9!_V!2Yrg{&t
zK4HE5gaM5MghR%AWdoA?00ED5g`jA0Du24M#V-))*Iy%rStZTJ@jfmYq<?&ug`oBy
z*iS(jnh%U#<5TAo7M@{}`7e-WUNE1(iB@xDESn!+EO<!b-Cnr?XfhjkL2i|Z;NxlE
z)<8)QkS%nc&`bBzP;JV>62YX!MeIV}bfc+^0##;Ap-4~|x#n{SA+}gxKpDP&i1wYN
z_(-1`YxW$BajSklX4QDbo>yVC%zwT>KsUznx5Gt%$e0f&dIjhX9RwqsSq3G-)eeSU
z$(RqE*7x7$Aa5F&S@UjrpLD6zsMoWp=+NpnfdgPZKYDVm78u!eA3&@c=71Paxep5i
zn?ozQC}X9T{M&fKN)%TG-S<!$K{g02bll*iqfH6hrUW<T^KNO=Qh&)D@BET@{~_ka
zzW(!vXb5xGBKqQ>v+Y66VW;pC0fng$ljeJA#X#I}*yAp3&`;4hTcsKTA@d;Uwd$SE
z+#6FJrPd@Pk^+IEuIS$bVHOi@dSK-(=G7J91;o&`3u8XQ50dkG$&qu8Y9qF?)YRLj
zvS~8ODF*k?LK-MVH)hV`R`S{6Pd)5SHzn4xL0U%Jguh4i8#V~c|BgYLsbDnM-60Qo
z^9^N9Iaf7YRz~XS#ecqNycMMPMR)Qv(kvNDkk7h2)c>}3?B%c3k}KashF*{oxnTz;
zwM#yC-b#iu2v9ByCV&@|qaVJ$%E+I7pOzqz%gIat9JsOR*FM@xw7K3tZRs=43c)U%
z5h{zj@r0Q{O+b#V8Bovr2>*<Dgq0UGwGcaBsv^Fb!|IvzAjFn*G<W55Jw5dQSr)u<
zDaGT(v<E|K@n#}xz@pMIGXnf(8hf_!kpNBT3fuodj_OQ&=4gUHxE_{);V^z=P(EKL
z&s=aP-{V4~wlnvfeas+GX5U&AWrV2O`%UA3kLJbj)Gr<<bVq+;Zo;T~rnPl~=g_}&
z6v_*$o2@0QY|>}=ryI}R989iiiT}>~S0f!<iJ+d0e6z(X4^?ThN0f**K4*lJaKn<i
zqM`at5Y~!x84>WUdrPs2={2)>o0p_pwvF34R0xby#*wrb8adotQ?;;W5Jon67MpmI
zbMY(03Tbvrn}XYVByXM3S>Km493atiFgTy!mNYTJNwo<M1@<k>Fsy^#;nSy<%@AGD
zSw;w6OSLj$>z<&b@FkSVd?wrO+H9~4ovA*Hc!#A^I=~e1sirxyVdJbR5Yb0coIZpV
zz;rPFhUq-^NuPy=pAmA?Pgy;@r3OnXfiMQ_#;P@_f2R=avonAcLg3XUqJ9N9k6i0Z
zuADk4L)?x1hSmebEjh3&l>I=!AH&Y@Rs;Q$#cSy2VJvsX^KHWQ6u3=1Xw&qFvH87M
zf)rEBc2oBP&^uh<kQ{{KyeOf3zOp7r4KGpvf>Z5+*IP@H;aqk3EG^Oee4n82xp4SV
zI(Ci_(R9T_H9;YoW&$!vMaEU2>_1o-oil*|zoz`Sh*Muq1e+nk2%H!JnF7fs5`j~7
zjroB-*}DNJ&@wH%V_Jt0Mo2%4ABCcsErl`j%k%@{W6f+YKC}N7sLpRV=r3T$?^h^+
z!XoE~#$|@?;jc+QY^VS)!Uo?HDdq0ZoJ(iv`(@KWio;^|GdH#Z6;pE%u0`bi=A7SG
zs83tTh(MrV8{-t;vvFrK^z`C^;^DHVQ(ad6SA?LuYlnVgF57-IXwHuU2?+A8@*nLv
z%Ph|GxmkLdx;<XA&UYP99`>mLkk1*XwchhNy!BhHP*AkARP*PvCJ0^*-a9p2<i5f>
z8Sz`aBD9YAFen6&x&TJtZ(_$3Rx8E>OTb(LllRn&Z5vz3>T-#n@!FW<s~C&3K*&^^
zf8!IR$5qT_Ehuh=fy!XZ_o*&&LoS}{X1*{I74`h;9ph%?)6tKdbpO*NFt|oq!!l+*
z^e5BJI{0cs_I~dV;Nn=$nP`KAaHDnKPHwd}ssFHTsQEE4u}SG}#{)P0KHuZpV`h4X
z7~dS#Hdc!*(QQ<?*N)RY2{_jZ4+97xSpUIutN5_ma?i}`P$W=~nO5tQ&{A7N*z`2m
zbCx7^oy|XB;m1?^<Ve3!x;*Eq#VaSpO9X4cx2)GqE~(N<JGauZ(>(*rh5`-xNBCEg
zF*A*uxJy*d(D<g&=p>soOw$#+@MvdLkJ3N4014Yg^z5`)hbH9Hrmksg!|AjV_=Q$O
zT%;}%Y93#AE?s^TkM`|pf1PbQYK=o_!*Y;ek+8LxgXMG&SxYT+r(Hn!CBq=H7~gdO
z>^U^Pxp|-vPiRsO!$K)j`=ZP19?5Tid~$_No^uZmXPrzEMOD{qSCxO*N8UQTrWyUI
z_+^fm-qaVE`;TPbf96U)P&j4Bj&eFt6q%-syQwGS1Hwg;m1Qf&7A683{<v+V%_T``
zY-=7dL~_RpjC^!`^}AF$TsF8p^%0pGE}p77HRUq|8tvmIIL5AG4~`3xSw9bMx?L9*
z-+?{qSc9fW`QEK(`fW}?M3kHX@QxdN>7rJYg|V80QvDdwJ$z#&=_(k`)0U0zSEM){
zL99-4zsfSb8kW0fht&1ZALWbVw)yZyIJ<Qw(WjIH?NJL4nn_X@oFRh4X29G)iDruu
z|64z0KV{6u*NIDuSmmZczh-2fpO{2sA_qJC?L??y%C92&hN<AMr18>ptlm+$L{qJm
z_hU(u!GJ45+{1m<P&h-dir?k}#O3A&V5KU*Cv3tvZF%5l#%5TRyWG4LkrdM)LaX`E
zuqfld@@Q0uvAjS|__T25+(&qChRru!7E#{T0D^L)&AdJe%>aESH(`dLk>u%~%?@<>
zzyk5Z6>Th9G%-vyPaYR%e^A;PUm3YiY&N!pyi_o!2|n(@5<|s@+FXiv$;J<a{Ec@B
z5^ALXlELk#)alLG^WEk$^{f>Isz6*gR?S35dFGFf7`DB0vLdC{)bHf!Wpo~x1zc*{
zA#{4%XHeW8+&+|n2m?9<1qETFdCH4;%8}g6!F39}G)(*wZ1*WsB9XyoJ8zl;|GaLw
z#-l};WU>gCf8ZFHPW}2IwyTJbv78Nl_jK2^=yGw7cDnb)l{TeTs!Y?V`NHEuD@f5J
zc5Yre6bMGthQMw}(%cHd!Om@__DuQ~*4|nX%H{~`f1DV@iWO<GN2MBDUV?!_5HGr4
zZM?^V3Fs-`#XLCB^145xRc~SO%gIBYPhA++p!~^_Ma2-|ZCb;yt?HG|r!*Sc)yKcs
z$mGp(R$CB|YkndDZzhoyNMy6VR?IK%+z6_#=xgZ|0G|;oHgSF?*NyU_^!d62>2y!c
z@zQ-E6#f?`w6x;2v)*)XMtV?uqPYI~Tcb3vLa}^tOu%EOGRfnmQ?r|yjH|=gJLGO?
z>?<L!1Gt%-)|aMDBM{gbm_I~fTp#;j$M|NSl2X@~M(DYSR1Or%H05L|yfSYz!9XI8
zEim$A@J;L^mie!8&%k4J(}gD`tD4h)Pk&5O$J#|Tmg|B+fk526d76e!5Y=9%J?hDl
z(4K2m#5sfglbED9tdMIUz^betWUW+RuL{1^^c_>vVZj{pWV12CnEUZJ?Gu1Zlp~bV
zn8o7Ds-C^mtfHeHI^iEW#L)>OO24AhA=Nu!^QyvdC96|CryJNRz<6k$6cpac#mB?@
zw2%aB@IR6iTwq*%0b{KFpcNWD_X1xI{Sr30y@eRrQZ1l#82gOndp&(VMY~Lk-hV42
zO@^f|hF9-g(;V170zy6JwbBiz7XY^0i~ce031ce&Y`}^>`EUbC3@!g%BP5j{oRpy4
zdJg1|Z!E*a9FMrV;!M&6GFRKo79FX%uTg7CLB8|nr=i6$sy%_4X@)v0p=4AWUm>a1
zr4r!oQV5+L6H1LwwV~1ma^*WvDxUUj9U8AD$k}q6Tpn8<Fg?y;>CMFNhqYq^&~3&(
zM`wmpLZeBlj4Y>q*pOo{;KpiQ-+Xc0><&G1ve+?L;e=8ZXT&>!aL+H_3MADxHQ=x=
zwA|l#-WJzbZMiC)_7f4Bwc5_bns{8+!5FK%H9st+KM^<I*JxqZfap_3C*>7F*1U;}
ziZ*2rBi_C)E#AHOoT9&#8;;Z`sae#GqMKasA)Q-Z7D;a3pCAJ#OB1^rX1R4}?PgRS
z{ctF5yb1Vtkt<8b`3Lr5(+ZJpo*$r<`!@af=^9L>3JnB3@c5>qULj=WcH`C&Xte4E
zM6oXvLw5=D%lYmz@0nH1jfb^e>sX7>d;-Ke9qDbei#`wL1_&gFxGOl-1+=vNw6A4e
zP{C}!U65gUsAsyJ9J5udeDzVmH~tt4Cx-AP4X`q`m=%J#B@?!7ZvN`1!yl$Hli56#
zc5&fZm5=_(Y;T10lrvQq<16lV$wb+Ar`p_VJaW8HV&-ro&N2UedHTZd_%7wv;rh0x
zDPJ`*fY5Vww#m~?>RuzvW6Rw&*pT0s_t5Y_bu4(|@nN2Zg&}rdc|;ag&m6D*j&ALX
z?<~_<q~80En~U#QxeV0%p#9{HU7iVOu{aqQWMFayu$H@A6F%eq&Q4o_q&v^Ec_%Hg
z{ZZ$qcaoJVIv59qEGlD*?lSceVGdLNb??}D3#oQyUb+zeh^)$FeM;UqIhxbU3rTO{
z;-CjZ5<3g8Aja`GH*c^I!D^u&J+7LrZ+Tm4!!7L^v*s@D_b9inH1LFMk|&YTQFrA8
z3~*U(i>J5^C4G57UL;Z$=&((qQ&IN;NI|PCUi(rlO(pDtk<090$K8Ygt4E%mYMq1!
zs@Qdp5gzrXooGYL-gTBPb2lxsU!Dz{jd#rOBT@Y>aJJVgZ6qj{n<6^WQoOz)V}(*}
z*v2Och|OoFPS?Yzi_56GXG0z|gD$t{i7rk^Y!*4MZfJ@l){l`qj<D&c-=!dg_`56P
z6SWRG27W#6Z%=urj1L6va_o`b;%ZI0Aj*It4G2k9W{kdg_Dorxww)~#gmGZ6qWH7X
z|7@LM+4VOB5yF%-ivS>Bhzm$%6;{nTpG>{^{_IT4^_D3sZr-%CCAdDBN}YR#Wcz#k
zN?POVmfa4Y5;2~<EhW!y1g%xXRDoYRf`OZU<3s8}R@|c2!#2IP-D$++Hul?%mD^-w
ze>a#oja{xKI1hDO<IVe8K8YrM8+KqB0M~fG1TIHA#RtE$<c&O3gr^xol5IUdyA+d0
zCJw{_*4S%psr^2ts+FvyDWAfO_K&?ux5m^;UMi$E?G{B5p{Ek~GmRK7z6LR8eqA9i
z1t);ttGf2kTU#mTBVyTIX$pIu7&9*%um(!unn*9W;s3Zt4{#ISX5<vDa<ZwFk?<fo
zD?e^r*3_`XwEgl>`0#pw1>e)mb>xk;=|scIV_>B#^qecM>9hIfDw{Hto;LWFz={3q
zQ4oPZY^cD~sEa5{V}TvR6kFS}wvc}_#(X&aR0J{ZD_!$B|Gj)lV+smlKY?fbCLHkH
z{14za7emrQG`~$jegg-c-!>}?&qqg)J6g#E;6y$WYklYD;p@)@q*#NMyeL${E5b*s
zHC^~X3fV?Nrk`b%WBFjGrNc7;RbU;MAxU$u0ta=$g&NIhQN}sdy&EqhGyyn&x3RMs
zB6Ql%Yr_K!sw<6&F>g-B$mx7hfv;yTc2bb_`CHS*hl+6znZZ8EzZMZ_2*50=q{>+q
z4){vC<6x&7%GD?gl57Ge^?wAE{l2P?qW1p~XC<*LI&nh+Bu8g@^u0BywynkYHYtZN
zCw<r1A|uIZuC*>Bq$6aTlz$L=daaXlZTY0*#N`W*2tL(bQ)z;2;}S_=9}8F1dX$=p
z4N!%{D+*wkE15HO^--ZVco{vp0K@G?)>po_4Q~+Ai@y*PUGHCek9Z_KZGNDZ<X#Ck
znO03{3|PPbee}*F^L&xZ3mW$(kUrv}l=A!9;SIda&lnHgCdG;O3<E!!k~bs)%cc%L
z;HNQpSGUmf#>>?l;;jK_|0B!ouOul)`eH0C;c<8=IPD@Pvgme6OO$ZiKY!q)$g&Vg
zk-54iGjkpe=|u8l$0>c-`dAQDbJ>O1YjX)aPOju%3j-yNZo-;fFFiAS+o!~bjPIS^
z6J%Tk62h^@Lh1TE0Y=*J7Cj7UgEwXN@bH(H%+=GoF_W7Lobqg`f0*haA+9^?=@7*m
zcAtG|_pdBW_4&0tIVVr*$!3FL=urh|d{r(rY17Gp6P@`PMM$v`gxyWgmriG!cS!8M
z;{=onL@i<HSk<eS&|!_Xu*X5Qz7zpBTKs7S+>^IoMLbedoamprh}dVB>;D~a&tQ5R
z_FCRiLtur8;MXQ$^3b}<oZaP^J9(h1k$`G!{u(lkX9`;FFQi8h$?PwtXBbFGYCI-b
zWffbH0Jfm%-}{MC63rFO*o^(pe8bPXi}#ReVov72;U2??)}s(D$c~q`?g6w({jX9~
zG_A}mq9HXi^T=C9D)#!so+G{LE-Dh9OUX`o<m)^)H#oOnUM<I5*P<1cXV`UlkBu?X
z_|LlR50zCDcoz$NUl~V*!9LtIW`p2o>kbfRB+_1T)qpM<A|F-%5krJ+r+wOu+Q_A-
z#J%Ez)9eguV7Qd171vN)-|t|DZ|q0;Bp=xvdC!yrpF6#m5!F8Cll>g&RW+S(WMHrB
zH|&2$?3bODIvb;v=q0xT>1zBUEm%i<sO0TS+OR1JBa0Qc;oZX*B`EryL&S9Df1*KX
zV+!Qor0}goN@@Gf%XmW7%tmze6cp^)U82lC-o~5TW7Jqi>Pa*k!iFEw(BT*B6r&m(
zHwH77a;H;-{+Zpm*RI+_^qCr3pO$R=w0yBdFQWCL9ZDS?Iirrsi^?37-`?x-Nt|dO
z%Htr0YR`~UP|Ay%tt-6omuiDhh7^Wm5`hMY@MyDO2+`mQISqvhC7?$YD9R_4!^TZz
zHWy&Ph3TzMqhd|Bk8kKct6<5>3M_r<zL6@3a7<EfoWA@{E~4#K?go+VxZD%#idN|T
z_2K@Z&h0$W-d}o5Iq(D4wthW>I@17NPPqM9t@319`EXPhxz%8)ISom*es<Qcs}Z;I
zr9z(cklyAttvJoiT!0rJZx~B8W12m*jtPU{2xpIp9{e<!#_0e;Z%Dj5o!NK{j<iaq
z?}{~oBO!ZP<Jo-YIs10T2R6}zY*zW~Nv^2VryI0!maJx<CPz-5EL%BcNs4fDD(|X|
z+J_otcb`vE@v|N;WU~C+)on(dMp7fKcWx+fmPuN`5^>DSJSo9^&80ZP!$tIEY0d&C
zHi9pikY@}CR4`j7A7yT$59Miw2L*=7Sj6MZ5UPFgq>j1dW|}*YYq38zG`_~ns&ix<
zL_%sEx{`E&<5C&XT+A%+GNzZRAH1^bW@QssD|#lKmf8NyP*42IP+u_2kh`8F%5p9A
z_DigMqt>@f=YD*i|8MOo>;d3D;ryN`oshXTtG&CUGl00jmqIZCO1VSpvvrZAvG=NV
zXSW}(6?2AHV0oCslbC%I8pXu2as=Nj$jlK`6I-)Ko4rQ|5GXuPDml#RMnQgT?)4$+
zLd$uVbZJFPe+;mhFE>w<9$PR4@LWI(j<f`)Vr1)ry7q=0c{~bPR)oV&FoLx=<^=i2
z)K>7S6k+v>39wvYIi)UEznqX>@HnbW)|{J7g;wU6rqiP|t&=(>2r=crDK@_QX0N}h
zkRSnpwW!OMI|+Fn5zE%D8)rBUp#;cu{;`mF(A7W4H=(%ADc)=Cdm7mFJbo?dNc3qZ
zidA_KOa6`BC|N{x-;c}6#{=%*Gjknb0E3$Pg+VDy{UZ%s`G}x19ktM=1G)f?5r&vq
z?_)$W#hBStTB+AUV!Nw7E_fyas0i-i&dWERpq<n=aPT~WGOtV4wl7cgtU#y<#M3*B
zJ5g-asz1%e`ntbV{ek-p-A*q;c#?t;IKym^7~DA45WeKK1I46Mo8=p5#a3tjRN>9Q
z(ZFwCswrK)E9Sz%CF}|tfFFrQS<`;+E};eyCM**XA{-qNreY^Pu*IMOW#;z%{f`3Q
zVok!d{gkxNS}yNGfal)}Crb}{ez4(+@`&@@?no*1_I?aNI*oo6iv5dpDv5L>WFWbK
z857Tco$GYHm}14i74-}{K`1|iPSnJIflddR{J>whx%^O*!z6#(87Kh?9vQ)Ep>v}{
zZ%J#k>Ex^C2Lxc|>6gkw_EHBuYAA*7Y6R|h;Z;akg2*dATwR)CFX(C(m6T>wWQrjN
zSqm?Y#~@}pd<B60fb<SJA4G`M++9~BDG@nQdfI$uf=a04lBu)?b+TG45I*|uHf<Q+
zPgQUZ7~GD4F=TpESZD&>hMii4cX&!=wH&*u+B*yLY|D>IpHd&v+1A_rNaix!Rh+uL
zNt>a5l((8ycf5-;*FCKTveP>J#NgO<y*)Vz(VcYrP@NDHtnGwR{Zj8td05(%u&Q5Z
z5#$E|EfU`ff~M&S9akV=?<*DRNYJauo=aYTpVgFSDi{;|m>`$0V`d^aeiZZmpF+U5
zRmMmxW%zqt{>yaoBDX}{>%FL06AEk3%cZmMEL?>ng1q%?Ti?B&J9PcbuSzd8ZFjN_
zkdeR?0c2g6?-V#EpK+pR#9iV?1DAARq^|W17TIe$p%`_zl6<FpK?J#TV`mP-$PRTc
z;;XsyHbyIyv@%@%ZRBt4)GgJ`%RhH3mHKCvR8TsY+>lTz^6F?R!rw(YH)pN_!Tz;p
zaKolJ^&E|<ar<cj9##RRBf;T6AfiCFQYLf+y`h87-r}0mR?K<sJ*x2C#kUqc2_)NH
z?|7Y*&aIQDS%FM1sKQVsvh8nJ(c0K1_e0c8@>v3o*9ePW+kvHaP*Zmijkpf0$Dt1}
zu;;YH?0?rWK-*Z7M%yg2N@D1-re{-}#&wH+LGF%A+K}d^nMXC|(TvT?J8N`CT!O-h
z$=4WbmIcTp*D{|&yTBj9W(<Ypre8vh{;YQd*eH$)2RSHLQSknmE9%V^t*i`U$^`zq
znIE^3-*vn0J&4t~HcTW~-az+g-lvUsw-fRDQ_L9Q4zCORzz2zu0Q9XfF23iiGysOY
z2cd&Zj6}sUrem|~Gog;$n32<uh<cXPvN_y?;bmZ`W>B-<18U6A_!fOT&>Bt*e?WLD
z0}jxv_vN$knHj%Qyc>jA2n_FHxe4;r0p-vCmME{EDOH)<lOGV}b<ly1V<QauE6U4o
z=PxA&h(ZZ3?7>#y?P;hstA9cnB0krv2_xwkH5KR+3GZf&qC5mh19^%4@L%rt88Uzc
zu^GS}kL%M<!In75;2Usm_)Fq1GrO&(QR`d8yb@3QQXv4JAI$~)=C89cJN8$Pilb0<
zR4ifJtjsL)5Ire4Hlepd!Wyc+ce#qn)bWgNh8P}<>8R0j|D8F1gU2mOPI`#WZtKq`
za|*qou0XIKtPn0}`xs@zh}QIFxAirdKR0n5`+s-b{~8$Y+y8C6FHRVb^WPcoFF^hD
z1h;<@qIOKbc{;F}+rD$3d>lE@wIGxR5*A%t8UJXkppV2I`_GLPkGReqDD9w~bv(>}
ziRs#0^SC^gr?-kdPn9iSJ`k;09&gjHPF!x<a)|7En#Zx}kQWrp$&*yI+<w`ieuO`(
zg%v|EQ;nSm)2>-Rye&GiY$35Y3cw^!I}xs`jT7xpYnq3%6(h$jj-!|`-qI9c4r6J-
zn;^+fJPY_9Nc!VBe6lS}T@dDC^bwl`3tq>33Tb9nZ?H)CyYnxszbIjzlJsD%(2jwn
zGP^F55YwgFgUZ=~2LBK3KL6k`85)=^=VyT{x8L~RS|&UV^&}13KpER|+_iN#jh&Pc
zd=~fI!wertRqv(bru><(@2xBAkOQ1rZE<P)#T_csoBR;Sk48hZmju)ThyUu5NO>-v
zuw#&C$!b%l+CG#8IuGvXGj~3d6d*qTQk9GG`>0~s!MB@VDSViKMCCt<BKXGx5O{K&
zZl)PnH>`d<zH%bmei|mrPgO?QX}Z_WR$1&PJn8Cj1uZ~*TR7~aU)O1eAuf4pX@Zc@
zrq__+!%~+^bP#W?%iuS6hZdb(%;~YzJw;3D+4*Vg!4h)m=gu9T1KUJyPO-Iyuh~7g
z0qgVtfIf%i7E&*gL83s-LmrZWawTE)VW<6Mheth%1BuwuB}3yx<f+pQahmwqj*X5p
z?V!MHP;}Ls+W7WyOTVU{RuTgTubHbek{$PbkrzE3Ur2Rwa%v#J33rJW>|0e{zc0Am
zA^x3%#r5zLd8&Pb(wIphDms9sM%dFR^@J&a><e|=*8}~#q`-rIfbbt9?iNBfd=&6w
zw-}2n-#tr!5rbbDbDwvAap1=JCM7PqqZKKZor7wI&Km;YC~^eM*SjI7=?M?CY_vD8
z)N1)i5=<(QG>k+KW0k5~EuvGF#|m-W4m+dyp42sII6pDk?MN)TM}KV|8?q1XoFT;$
z{yZ3yJGw1uVm8EZUW|FbT)WZ|lG*2cvmSX)-^#?{cVAPYZ6xW!P8=v4<;P9#^JEc_
zVF&@PTdDnqdaBh;-EmKJS{G{q$^mt|kIifSDn5AeSMfpQdS@9kYY6EcFZw=i*toig
z@td3U&`=;+<|^yT&MB{oTe|Y8&4#CnhZ~kyDjSf>{e2#e5TDbI(ruA0%NWM~-5C5v
zMk6~$Rp%N5Yr_A_7x-nCI%9^A60Vwk|HSbAI}Db49w1!m3gME7M-_VHE79vs*<L6u
z%y4^bPs4n*7Dk&Xe6rhK`oM|cl*UH$D{Z=Q5IJ%2>ioTm#PVZH^II()8|>GnpfiVc
zjG87gt!uv0%)z7`Ro`kDpkyMStc8^?pzceRNgVVQi2+vXVTW!-c3l<E(4=3#Qvv~y
ziN_|!^lR75D8QW3H?wwOGOMQA6(|H+E2<|S<rr1xWlXh^s?n@Dx<1sL!)8>?>*&(w
zes4!^$ibHZzj|ncvtRDZRQyhmmdf)xnYvT(=b*j8mwF0+v}*5CU$%9}Ow5wUC+XT!
z$3`W>u&M;6dSl0W4JyGpw*hHtd~A_NRjYe8mA@9sCRNkCEaP!f=)!aLwItEcj=U%X
zbemm_v&&7P$mS=+`XiXV3?d?pvsAv>6|a@$n3bcv<k}-12MY^xB=Fjj<7((f)?=~5
zzH@}^H-y+3@-Y%pylafWj1vcka0SOZ#z7SSw!Ij(d|mgPhd(x%DwBTdj~rQkK!jOW
z4juo2XdBz@GxsuHf`U|9=v~?Bx7I}y#5)kxuCvDH9Pg4vL{mBRf|&${8vO5RJRI^N
zjdp!5|2n`|N8v3&%{C#VasHm+IkAOdTg^FYnHVCBiYXxx>|*;xESFMeQ!Hz?0G-5f
zxwERKbp1(>ZTfp)zKp?9+s~f;?>&bSh^A@Q+_m=5Gs|_}pN926FW~-}Ts<;r@%#E?
zTF%Oi%8LtpBhd)D1gu|hfB-2cd8gRnfk=aVZjyG}tbe4ej|c8<6`NA4`|1NwT;Pg{
zq}|66w4h|!Mk%Q>HObb|?f3@t9_vc?_<0HTgc`bj8Xk4T@*e*+*~c>@Knn<BDIj}8
zc(E|RzQ~W1vdA3C5xE<eqB<IT!X&IWkZ3~}gy&+k<;{JIX`|au+pVzQ{~e(M%|=<e
zcP9gQHFj6FvtOL`_b)WRrD54y5tuFg&=EoJH1Q?SAi%N~V<75*Z(!UC9MY!1E{4lG
zo0t9oKyA6Zdw9vNqjUi-$MTR(nv2-sWroC?r_U39AkX2+Xomu}Ue(AaOc!r+J$ur3
z63R0%|1ql1#IFX3*{h+hI;j(BQFJ;<ksaeFGtVDLzj5n+isL8e(Nr_}7*_?QVMxE`
zc49rbU*ldRpOeQs9(nE##4}5MW$p-A-<W7~jEBY`*}V9))3YXO(-n}TUkdPDTS>_B
zVk4$LIYY=E+=^L@ZC8V&>P}be$%8Bmo#`F&fw|~AW5k+~D;#N8Hg5os!TnJShI{t*
zx@env^%h?0>|o-d|B@}o3uvOyED`A}m39Vu-jZ4uS|OT0vQK=oawsS}r-~)b<8>g^
zP;?JS<41ft!>i>=Vvz5#!NrdJ!Iy`t@uuw_3jLJyo;hB5)V}!>?*Xe!I}i}BGtqZ)
zcu^C$&4&CQ-3CXx*U%f*tr@xgY4lTC4~pj|bUx3AyO#)|V(gyBm3CZXj?Iq*>fl47
zU^V~m0c{S5pVZ8X0%?03X?FcLo{+@5xJKb8|MdJ%0vPf-FP1QSV?dk=>^Dhr2X%9&
zjfOA9Mc1W)!eJ^awVkJ(FAWkPMFOQPM#~9r$0Vx*bz)1k`_d-(z^K=R^;@#hs*zM`
z2!}{miO=cNx-c!>Sq=_5q~iCRWzQGjA6gF#nh&Wfs5P?pBk6av+;uDz7H9&!$KO}Z
z$(-3v=lOJuIUlbN&+aK#;fZgbuc0uS?i!WR19p7GeqRcM=uI=!(NCHqxAs(&8zM3W
zD=#z1=_eX{T<(E$A_~A{YZn9ZC64PbjJw8<G5N8;@wpDba{N%Cvy-`jU?UE2p!*;D
z5%9L6A>f&ok6WXyfjAk-fs8u$#m^3gvS3t!*T6`dQfef!Vh=FyGXaYIkg*yWt{Zd4
zKvaP|b-7p@B&Ue$yW5k~6;i*i?7$5L1LbDEZD#bUIN`gjc(o!Y?^{(Mx=O5N2k<o?
z5oBx6KZH%Q(Qkk0cD)E5cnh?Z0Du#j?jm<DE`1AN=*O_Fh^a*c4yb^*^G_@v*d9E;
zilo;ojTB?=)8UBUV>A1KC}W0t@ea7O1iNMx9%d0h<~#US2hEFQe)x2Nt&GB>LXPex
zSSHEjf_pR4wRHWGPbrwgX0+w5$=+=XPZvnSN@x7L3Ai6V*8gK-o;qm7xFUQ0%f}?e
zhhZ1QvDVj%5jxySXT)S9OWpreewM*HYkjeaCXZKX*2j3$ZK18*PtM1U^xL(Gko>Rn
zYrzgB>Lbp$*70*l&O+yfUk=?jvB#hD?{4(Jm6bu4(ra&~a#?-qB=Fk=NRIy#EMNG+
z0`SXE3jj}_;xQjtMlr?U>6??uL{_LYx%|wv7F$3{zocl?d1%MHO?Z*Y6`=|gD^!QQ
z&X3A|El;r5Q}=AJ|JZ5^e_+>K1JzBtFb=m^a`UF2Eb-tLh6E`Nll5og>g?isXzo5P
ziPW66^DK$0Hj{}rFAGz;iXT?jG>>bkFIQRCyqHgFc=LUh-my61xIn7cQCe)u{nh{V
z%>@_(<3|$eI+-C#_PqRdEcCL&WLMPZbdZjih9{&@xFgDCcc$ZXNUELj365mlak~*0
zr;tjze_R82l0P#aQ%8@^zr=5o72B$aIY?$I&DMxZO`)H%v#neNC?<+^to6^|$c<IB
zgiEM?CGxOGh+uw$wgBSHE#H*m*P<+q5miI7ts`PORxmrnyCoTAQ`Px0S3D8G$o8`{
zi;pAxh=TLrCgAPMnNvZUfX(MzYMklSb6!~=AF@v{MT=Fr-eJh(?qK>o7yrJar$`l}
zFmIAitf@R%<yBf>>JBD?=}5LIj*WhbGFD~UWc%YNyk~_=ST!2?eS>sY4Z$)RfPh4m
zd9S|iXF1gG0^}`jfV@Scv2(}<sl#LCq}KnsJKixqc=o`Y*O5>H#={r-_TCbx6tRo!
zwA*~`a>zOTN_&4=LHus(RxPg8VIR6useJn{84E12b4;0*cnAbvaIlthG~n3tgoi^p
zQxx0}o>|^NN4aWw61elC#|W>ILv}LQJDb9XOtanSd&Gbk@h7nAfvS8S=_bWe!Hmov
zLwW>m5hIczI9V)(_VHhFk0a3zA}Qu$?xZHazTVR*VG}JT5IxG<ff%{jR>wH~{uY?v
z!kyHeGaloknExIx+r40U9xtE#VRFW)Y|diCwA;FA_k=LOo30+PetBB?XK?jS@c(~s
zRhGj=;qDF58(UN!&{95s&gb$nLm17vI_m!`xmB%?>l+K6ftS4qeS5>UJj>c2xqSpp
z8xEpOOgXJ8z#s0?8~i4gdd8f;BVql7R)8U>49+(H01sU=b>K)H@ENPEA#J-jte%XK
z{OHxLw2~I((1Ny!kAlmDK%)H@usej`W(cr+)93u!k6FJd+Z!6^-(H7;!dQKoeUii~
zzc<?x70G{1-@1X@GkYqC*yM=BR_aOQ8zZH|q32F$OIVjx%Cb-$YbFl#0pbt>snvyn
z5)|S$fMntCY1nf@&{(hVk*eiqMR&>UN~F{wkayqiI_fWi#B!-^^pwItUD7Gu4Gxwq
zLCY*mxE!Tp+4l<pSg5D6(J<5WkB2g7dHb@d^C&hiOBY=r-6HVe`APdv7`rpwloe2E
z_0E5w;GlXccY=vI$TyN^|64~yEQy(@SWOzQf|GD{+v}lNDxDC^iAFJHv>{qRs2PR)
zI#0$Fjl6wIS!Q5lKMP3O5&fG$EWoq38K^*RNf^y4dPvegp&{zhPVIq<c1%kaP9h5k
z6<zPJv&yUa?RwYLtbWWcz_o70-|z2pQWq$A%^AdLvOLEZy@#E6UOW`Z^TMPBx?heu
z%2c!agYp{~fL4*IS8jRqkKRg}7Hc#9JA6M=8%3nL`_fq~5v#6Lcja*t_f62$z6G$U
zI0H7XoS}fr9L)T%%wh|_;%IXHH@bxzr-!?<@vV!GG|Ay-2)H+ENmk{a=%nAyaIN(E
zQw`jZ_=5KiVMmwd0#q-#)y345Y|g`!t{kb@1Y7pM9K?RP7FY>FCr`=TF($BHJ9|uu
z-B{E!)2B`zq>%fm0p<DGqEI)Hs3m>#@^!S9UAJk}8jCaUG7tI_>Dzp_t(Fq8oTSIx
z@^8W?XPmcp9{`mhHc$mwTZXf0tr-Hk6Ru>Q*9i;TI3AMW$ooYOOVFJa1+Knn3hcX8
zFow#YuF1~#^)KfQ>VnRw5146TqsOl{-hu9y{cydy4sYEQXwMd~jQ?@H>~4rj6YBK-
zk^x6oIR&q0HWt0m%{7Dalf5A9{M>Pf@EwzX`OPU6;g{X$9(n;R<bVuXeY~n)V09j$
z)T@YomcNver2B-etz~#R%jVMm3aocSra4BVH()-=AWDQ33RY-(97X+PC*es$$vM=9
zAnIB_r4`>aJat8OvqD_-B`*?As)HgQ?mw8Eam7k?Ks$W^A$81rfZ?uTKZqax1~?Tm
zfj3o)bT9Rb(mFs)(WO1a5|p9@e3pL4Yu0u;kAC51^kwunoKEX<=41JQYthUXBE;wF
z<_3lO_fd0&#%#>3wYc+~YWd}vM7ZT%*9oeF&h8z{mFo6dq*=U~?%E5t65?rePm=oq
zwqJAQL2n>X?EXCC?Vv|{VAJYVF9{9>zQ?XtZ&fPr`FfK}z6r{TIq=*zN-JbNy3w1t
zeI5Om$m)c}Sg-6u{Tcm}*F#LU7d<boX(0aTLo&PME2j!i;KLRXWmi3b6GX_}5;RBe
zA%5I-K8{4m8fRo2tkr6c%j8_=g-bjK#E1UwjSLCRC0-7NjVB|TfKaL^%_Gz5bfQm9
z&~s^+nAyF3o<S4F8H0%b@<#Rqs)5GX-KstD9WBjyc7d`iV4NKNmY&!WNM!cZxF=Zt
zDUIYy=zag*RKA4x{fcgRcxLwBq>=cDf0j}GR=WHmOa6yU`2XqO5}%rKx6r5*dDTsY
zshTzwthRTHt><JzPV;<IXag)q?I@4&BCqbuZsVuVP8&=yt~h@FvSa+cnaUv?Xr`)6
zoBD;KKb%Fzu5|{A>R8aD*~0%P68&p?CSZ-^&XaPhmH&;RyPkt<>c>3xpJkJO<IqX7
z0m}OJS#{lY4Rd3+x6|MCO*a>Cp^yN=pbfhenL#mK3k<m@9MjG+){Ryl?gUiXKPF>F
z-j<VtSJQpQM;<Ti@Oy`pP`&}qoXv&*&XBt0mPqk?`WFB#d8XH6O_f{0^Vq!J2tVjH
z*!a%hadsXyjq_bk+$;hw;1J~zU-Pa{krBXbkV^ppO3gYfc<IMkxgO?t@o!sW)8+1^
zA#cQpTRjmH;D$VGyKHfN<9Ru}d=E-;0o4&ERw-7lfhQh+t}7lJXdv9|fSn0Eui3zF
zw=saf4_&tC_hA2uSG9e&%CUUj1DPlOU-W`>)xSHZP)@7V0Dt5kxR7s%U~X5_Yo<2=
z##|08mQ)*;N)m6VQ*4G^W22;564<2}YUz3Isylp)Gf$UwGReqXGoO*1(r%Mn(NcHc
z!EW0~Fmy@f^eyx&k;zBfmGfQR_H7_CoUjc+8Ygkcnocf-bxC6ozm6bvL+~dxUV?8>
zUesGbvUXi93wS2?xr0eQMP@cN33`-llg;j%%7iEsISFP!N%-|5TiJzUD?M$BIc+sB
za!pqs{@FQYEY=D}d)l_}faFEz#o}Fo$$e5uRv*~V9hSVD#vS7{6P0#9d<VGfv-`{h
zR7Bc)l#2bQrJ>Za{h@h?-yeGgN*~ki=6Hd(P_k}cK&D+E+wzD|;o%Xtd?4G#pa$%^
zmh0R0yh!ElOmp)W1dLK?Fy!Y-Hk76=SmZ@6dxCiSJdaV=CFa~Ctxd$@L(XWqblk*h
z_*T8P+`BD7EgtkW8GOB7JF010z}vP<fY{I1EyOJT(>s1fDRCJ_&k?GzQKRS-YQb6-
zhL_jTmK)A)gs@~pivY~`X)S?B2u|m}=xj2hQ?jbx6TDeTzt3WhY8ua`@d&TAdP!MB
zFd0MsCG;J<v*gRiB}D#_f9k8{TSbs5Al`E-#|1Mfsp#|_XJz=|y9i-`@Dc7>KBHd<
zp`NNYi?W>ExvpdEs1h!G0H?N{tUor8tS@);!u}9chvSzE96nF50tI0Tn@73(!Bc(^
zy5W2OuYj<=TtT0(Zcxt;_L=^h_*>8G8L-ziEV6Ac)Yu*bVgx-&zt{&8f`Y>(_Qys2
zi|aIDxnj3J;!!IUqMll2-&~|S2Salc;gLf=;pKnA!J6ccGufTLP)A(u1Eg)2Fv9AZ
zez#S_fYBd$XbIc8`GnmhKTNO}OK9;Hjo)*EB;BoJhWWX*Xv<b!;vvIq9V5YMG+qk)
z7*4<OgZH*$eYpt%2E~A$f<8;LHqdf)dqK(SzKPfg(q_K!(!uW1Av+m40ktBt_u5M3
z-*h2u70TO=W}%HC2~+lur%mYllq;7yG!k~qM?(p+wM4d2G7`3QhQQ#t%ODV2OYy&9
z`lo@QCS$gVkLfz-rHTBMylC-vs-rTDN6PPwVN6xl0*We>spq1f7v)evU4k;?e-sbu
zi6FAhs4i%WT#Zl08S%^qscYJ+2-$l#PmlNv8{+DGz6_p9AbGMU9fKoic?);~cwt2;
zr#=Hb0ux^Jg4<_ZE&6#t%oe+!LCccWKkuK0&{TG?T~0v+mehk7&>Sn;Z|$q*bmk!A
zN-j2TrlcY_F*2>U+Flp>W@P%YD!A0Jy}km;tCBIKmXU=-6C0ozd9m+h3WAA@wqP|8
zhVE}lZa8^!zrU{5Gqm1rC%w?v?dj7C2Qps_wqU~T4-R31RuXkxDtW4j$x;IY9Ip7=
zH(QkFLdBo#ZLuZ4Z5<?)m2j_-JO{Aea--d5KD)cZ$SeXucS7@pZA<Fnb$<XEM7L{m
zL|%t>Y(x?d3al}Phcp@PS`Q>Wu{lx$I}6mB6{4;zPg@S)Ik`OL7AL8WQ|~TS4>zak
zcK99}fS<Km2RFEC-H!n8K&hs9FY%|9vt;OBs%b%ci-pceZm_S}UEZX}9{3Jv&rm`E
zX<m&}ddMRe9l1!)nCuo)_34(VR7{Id0Pfi{gFPzsc*57nSpBHQ4Hg@h5`deN0-n{+
zqpLJG2-2&~Yo9AfIN}B&o?A$p2JS3C%m(Z00)p;r3B633NG($~?fSNK+t6|g3z*8j
zE&{vg=W@xqfd7d$o8Qmy|8<=<e|p(;A*M-2s#rbQ-;6C@1BH}n5=)AVrL){f2cKgB
zFWi66$X5N~Ow)!h`J!m=mj@Gcm<3`kA^{49ZlN&v<|wfrI`hO?TnIruO-g5X>4ly6
z9RDGg5R{?VWHb8Jnrfl%d2Z^f?df3C3j~9|E`|AzC{}!pbiKT9H3Y_Vd>sC6-~P@~
zQf$IcZKAYKe$wPDgDPku-wH;xVF#{|OuPZ9k;#<r9}mA89erT~j1<3W3x2l4Ho8G7
za5@YOe?TVwn3PA>GNL}>PPG%0Qqk4XbauHC;{l3dX}K5c>u5Z+cV_7?z#SbO_p7(z
zsU*#!M?)ZK-0o_$eThDy`Ejex=O*<}9<=MEs0S5^rtJu)I|k@@1TC7|<U8(ETcofY
z|FUR**Gfwddwx`_4&ZuQFE(+66r&8;5adAp2rrvV(xIB*N7ril{KC7-Se%=%NB47D
zP22OJ+mI82&ORJi0A-a|L2vhe*tJs~JJ&mLrSQU>VJ8FdI`c<8^YRULuX#8zC6sy7
z@bSBzMiQr!;m+!7lHl-}@>@-@gX!gf0IF&lBu`Ye(hL-_iENzI<WEiuJ+psKVnTF|
zAE})x-;PM-6y0*CnKP9u!Z87Rm_((t()a5mAODp%%~-A<_5n7=r-%7;v$LLq;iy}a
zszv~m!=frpWza`8h6_%`odD!<R4mL7juBVcr3<h2z_%7hCQDb5(=NE!bZI?f23)^4
z%3>D`$$;KMfDeFD2b*N~bU3Whc3d0Az8IX`3%A-Hy3f3kSy~LAz)tT8h9O*6p(xJ?
zE!O*?g6t%zA^VQaMt<4~*L`QU{w%z!n<%YVDIdPd{IK~6IH&1WuckWaN|@x!sHGcs
z^sovm0;MVY7_-$HQU7NqbvlOLl7A#$GO-i9w_AWdOpaWu=nF#BfZpH7mDXD8%D(PK
zcX9ab>ORo9*(OL#wb#>ph$yKbAozr<^BRcP5V{jx8@>aDBdJ_OJJwm;&&5RYDbbX9
zsU$!loQv6@sLDmuPj48p9BiQ?b22!&!{H@;r}I`c!wDa1VyA=#L3Wp{=(!)TFGEF`
z9mD5~8}ZJBlKDQk0?y}eF)@i+>OzSl+9!cknNU|Q=*+U7#9>{5N@uN2k4-D{G3hDA
zes$B4`I)X(PLM(6Jm_j_Nby8F(=q8u7wzL_-X;q!dq8>IzL8+DrWyakZ}D<?<WEA0
z5zSaOKN)O7^`^isc_Mo`?7LxBAJ58Y&yraF-^s}s_p*6An6`ZbYg6)N63gc{DEb#`
z5GC-iqw1J{#IfGW>wIY;$wj$@Xt@-LyI@MqByWvNSr=|D8#Urt^5tAcGSE44w!?%X
z`3WpkQA34+YW1G|aT@iXVm4pR7+RH^y~ems^!l5Eru<gm@3&P}|722Ge>15mI;3Nn
z<I8@cPc1B~1_R1*hCN3*OO=O~`Y~Aezf2@GB{x{YVq7LjMQAEM19i1WEC$M-gw-@7
zf^1)06LFQ*9(JfI7vbF_77ds0OtWMych*;uZb`fLw0)4TCR}hL*zdo&yJKM6_hWmy
z%VK<QkeXSH-Lvnc;=8qZL9poTi7!?N;kOZKc+wNn10R^ubY1jGJ$L#KEhX;^TbO2Z
zmY+k{L5~DTrir+<-hEp^4{is<MRYWluJp1D&;53m8CYaj-kMrYK?_hM%HqnUR@(6A
z!<0oyhlfoDC;rvAxx0w!)Ms81WlEa<-Ky1NG6~t8d;uKkwWfG-1MtkJ*D>aZ-Gud>
zgkGSaA!16H-&zef48)VD6>zR7?n&BEC((-IA0&p%(~`5!h7l?*ZkU2Ji9dI`W9}ty
zVz3ug$j2cZ8>>|{gI|pePA^ZJgKr2>80)^eEHw@f$@-N?n@>3wc1ExoC-|I2tgiL8
zS8tHOLn0%F4-VidC?Mf}h&9(eCrMnad+gWf^}au3DsS4R`%?rG$2yNYyR9!b$x>&n
zRYf{w?*n*164-1QBdP5zwIKeLkL?nIEi4wcfFVfyHVn2X9U-qTrm~M9nr|;%Xg<3~
zJ!w4I<Fg2VqaX`U7El))9L6)7=ZgPRcR{b{=jW~PP2JN$15cGhJGTk+(_DmQz=hYT
zB&rqM-&w);ECO*sd=`Oly_fza0zm;t({y_}MPTpqp11kYQ8p~35Bmq#%2GV8eDbE^
zEYnXF>SgGEOUk-Al6W3eTh0cA5xp#_njf?K4y!Tpt>-6z$glY><zb=BA?P`~(Q8A9
zy%A3Djb96Iv4%mHCAz*W4=*=57J;K4I2%$i(L4z;+H2!wRioj|-Fl6-aL<t9nA->p
z_&TK8VAVGOU!O`YRK7Y;QsCU8oYdC)l+q_)ngq5b%l>zWt#Pc#L&kc^rq0q85|N8j
z7SSV7W7spE$mxJT<bYsu8$_}+J;v&)!w}^7zB1sC_=Wp$9!d%LX!|gIe!ouZ!=~VO
z(GqBU3eJ(|lG?(t;RS=2YM=Du$|U_}>(r9dWX))KBY^qt-y|Yhz0|S+?R7H^;pUIK
zuDM7GoLAPH8|#k<r?uUTtPiMyKrPA8!Aj5S<}#EE8}J3IRQ$G^5J*@s7lBWNeWGTi
zXYfEQ901E;1qe*s?g0mM$GI*~GAnty1;pS`FrAD2V|;XYw=8`^Az+Eni{;27Ljx$@
zi97D`e^9)wXt_pTHd<5Dj)r%>KhJ}0Zr}b_4#OQY`h)J5zV{RNrMxzfQ`|w*?upJ|
z3H1gSOsEqSU9)lc8dJh%?a#P6(I`<tL07UQVJeC+;oU>ap5+&ANZn3z!H?lFjVz`U
z$TT8E*SM1l>zDXExSfp2zz!)o3{C+bINh|mp1Z=|@!fa33{QOW^k}j&tb+lZDBv&p
zQ}z@wDJqQ2%EVx$%XW^#&m8T!m39d~D1gtbS|e^$nUIRg7Be5~8FES$Y0G#pb@#R~
zL%fL}k}FDeT$-c4zP?DMi8N_H)}BH;#tQG95>uq(3KLI1Q*#1oUQv*xQ+#=JkvPV)
ztNQ8w%@FIYm-R2LN}OjaO9a6F_BP#GiW%mCf>Ba7(bLmuJv46A$vk*&+eL7Oq?i2y
zMC+1LZ$2>uRmoqfD-aCYH$3JY>n|m)CgW@r8+a#fCr}@i9p1^SRLN(pjT5j@6h>O2
zUX$&g{lUvy5KvdnxS`UCD~8u;BuG=I(Xdk3&tFB`;SzT)M$kJnyYAKxwIBM^qVBzZ
zMSK4fZ$JRdEf4q0U+;4iRKPp?&&@(_12pL(x<)uB+oqQgTno|?pY4cx?X}xZQgtv>
z4`yQoqT0O9ueZfTV!MxL!c~%bqCc|~S0TlJ*?^q_u4h!~9Ccibot=`3D&eHJ%fimE
z5jESg76o3EQ>>Ki-oYx?Uw#%K@T3A&(+Vp=CBvK?6p-jn>+@pnzK^t0>H^^NgfYi=
z9i&tRz-olD>tG6~oOKF);C*(SrsaNWX7E?ZKi3v0?t(OJTD-p=qP*VxakLvY^KN3Q
ze?)yqokD_p!v4N<#9+&?>bP+C!!{&lSrU?T;efQhsZgp&xH5&`X#K0?*H8zC4jBiV
zOlA8`c!quff;nZgg>#;sm<u@;evIq>e4VmYAEDe8m^jlo!gE6yu(02a9yo{H0TX$1
z>Nj85Q|uBB$j(XRsfL*qfQpGif7ZqT?Zi^OH&lZJ?019KlW~K3)>AKdPKI{ex=m53
z<d{s54o^x7`Q5{T>giYQR7lJ@ae1bD-Atc~M=J;q3YOn$sF6R{w~kL6uC|-`PAF>)
zFH0baPi?``(ZBmnC8%!;)gK?v=3_qe^981B%k7<!1S|8T(jNp!#57HGSB(KCvkPf$
z!9c}2y4Y>GPk!4qL;CmVO6P9ViWUh-LA;1^q=1Oh)UlvTj-F|zAhuyAq_z{K%*Am;
z*DA^RhPekW`?W9EXk~M+!ILitN!9X^_+L&MFv}+h^k~YdP`a8QAS605RBa4u<YWQT
zlDPo4cbc|_OVYEnpd%=FXM?4kcDFKo0}p=6xL2xI=>^mCFJ1KzQgC%jO1vUqg%kZ(
zE8*Hs-ziRBmMK<%t7s+>Sy*Sk_tdnS<a_huwXL5bi5D%*={dXs4VFwxz|n&KFw-6|
z^u(@?VwmchDTj}*e-&Hco><4`)diZ?(42k?1J->(mID0{O|w7#s+uus1*%~wU_RtS
zo(lcl<29DHiB6<WOBB^6+9|&|+K8Mk#(=R;oehDQ+HwtQ{7!sEL6IOS0&iSA^ltZo
zZp=_fKS;JN3?r>)_Q-KfJZf1bko&-UVHPHpFPavEdLmzNnT6det^h{9d?~8flbl5K
zJDBj0C&dl>B)rtDPF?UrRMqQA)@gwrHqAo^GYg!K<5<&tcAy3IL*4Z7ZO|J{Tkw&e
zZvpIW&XQ>fklc5HiX>Y)h3>%X!ZH4j%|X-Ux&}am)!sf)U_Bn5oh6|CZFA6nL&SmC
zpuz@E58rst3PZ$I^Q6g)*kXu*Qlix{J5CsA?5E*mb%YBHhl<Sc54S9Re^o8r9>X=N
zTync7Hqz1uI`)$uUivqsG~FPrL5nZDL$RG80&fhIHNTy$QuCn!R$&y&)%hxj!A-rd
zQJ#<yb*Qf3*}K8;AB#qxb%Rfw+wakIn%qX%37778k0UHw0%TtClg~P+v2z0-D7#d#
zLS!ByzGi3PkVG8k2t+Zamy3Pr8GMw^uSo0C+&p4`ZJ5uYsuoIDo#6meO7H3DuznuN
z3dLz?Vi%Mq-4dz*Yhpx(NLXi7NiYc;3erCl?{LA?QNrRPJrL8_3_MMI<TaS+fG4v2
zCc)y`;RpT7>9hT&Ng&dn{Cn#wnUefNffZwp&A%E=J%gSn4IzSQ0-8hg+qqOi&hB`e
zYP74qS*X@}yWMZO1OLC?&MT^^MM1*|QUs(J480>Y3W!Jt0V#r1MTm5eDo71Yy7b<I
zAiZ}8ReF^wRYHf*4ZR1XP4IZvId|sH+pO6SdD+QI)_&Q0efj_YLp;Wrx#19*Gyz0k
zkS%`A1ZV@wL%O{iHnT|R5`l&XnGDHh#LQH_L&qe}Wplm`>ji*7od4%R&3H3I<A-mA
zA2I0+wnPc?|0An|?=K}D`M>mAd$~C$R$i3e8rs*BxTd{o@FP*jBRg=t_n*=_G5Y8;
zi2t}Be>1J^PWL=485g{~3XMMrHBxrE2bIKQJd<KfGy98QsPyQe`S{Y(A-(CCMIzeK
zi>}fhrgsW(D?I6Ci+N@u<*;i4l!xwbjR>O?B){<lBRG>W?wlbxS^)0c91v1bbXq~a
zGBYTIfO~u`VNV#Va}m```W<*_)w8s7rGoR`+U-rVfLFfRFXNi>B0CTYN!yAe@HBdz
zOC?5pwme_tayg`76hU)T=4nH#e-@CKak~-fUP`Wn^S8kFet4cCEkLy=){%Y1p**=_
zZ%P4pU{~fzf4T)l4n2>_ief{mDv2xpQ_hRmd*9z3_&?;lcvH0aXCShF>%X!93VY4k
z&>M#K;$JzmMQ5q?uf>pT^x(sWmN?OYLw#uNzx^3xob1j#@G!-^YP>Z)zV^D}9~2@f
zzH`vT0v#4OGAAfhn6if(Cw{cWj?9kr4maP~lml=xe!Q_1lc#-V=ygMK8ou9@l1?Et
zdEnk;6oh^RdO6$iGc0nh@1^bs8Dj^60Szn4rRx3TkN|hBB-*aneb?e%htDrJ6IVRr
ziE;yo9G`&GxySpO^2{kbcR^p6BM~QNT8iO!*4AXTHU@a&k?EvGiQms#ph@nqh4DXD
z;4D2o;wy3N1cVdea&H8x;dVkQ`Ec*G!QN8uF|{pDj);1pxF;nW$f|9VfWmd1XqMCt
zmjiEKjp;l*Q1~x>?rvAhDHiUe_JqJvr@tqSb?FQq8ZKl8j?A|0e5BJ&xW_9XChZ_G
zC^p85*7vGQ_pRxwCJWoHxuf|mE9u^-j=6$TInB15el7o{pcCXllCnhPmDvr#=$Ch~
zc5gbhw*=QEbr$Q6pr0vbafcl`iHt=NLgBz0YvM_>H=lJun&f-2a02q7O4NJ=X9pUc
zB=36tCL+EZlH;T&wSTtsyBFBdCEcw{@r9XN%L$Pdw?AlJ+@rIS))*3?u*fei|GbLb
zy~fIcK>7SBn{pICO_40G2hS=*;6l)uft-Gv!_c^Wr@~(Q^UcvAbbMf`c9rfT@K<Lz
zOF$}y=7$h!S2ZFBu1yH+O((hJYP9kXb4;x-ZebO2#QX0oF_lqFnGfQ5D63Tqp750G
z<@PPN9z@WYw8MPg{+N89ej?g=?mXY|^As>pVws`w-FRw<zUX&d^evpQj(1gWl@GuI
z>MxVx-&9M=>`!#Pz=))eH0WDwx7P~fgfmZ+m#a~O*ol>3>+++o;P6HB-AZ$wzGNRQ
z1G<O`#;_OthGjP2ux!{vV$|WdDNf7`Vj=xi5y7bQbW7n|4dR#!TL4i{N8)9`0ql||
zz3(+nwF0)aiP+0qY-{c!6P029F4FM{B@3835u`80O~p*Ft}0D#Lp1W^=Dkk7R11TI
z)+#QyCtyRlN^dD8W*Y1&yegrm4S(`i+K~1(ajXtwW7|JDEU=II$<xBBaUSS7Z^wLW
z_@#oE-!W-14{Qr=(UF)8HX2F$^391X1#(eF?fd@JFsVs8hMVjF+;bxc_*eC}L+`&;
ze?=#~He-=ksa)@RpmCZV<>Hai$+df(%Uy2;L$u<QZW_J0Jb-+ICT=VOF5r_~_H&iS
z#%&3^b{OI6Fle@;0cA!Kr*1$?3M{op52pmW2Nz(P_}CH7HsYczF$|lPM@ZlaW{XGW
z1{V279xA|?9QTwOT*W&ew)5e4OLK!17qPobCzp3X)}TP8tz9y$)b7~??{#}TR}cPk
z<fp?O5sD<ePO2I6PUyCFVn9chR7y#b^~#g23==I#9iUI@v9+rZ)8MUHudUW4n9bp(
zS-+Oa?lr8G^q4iF{5NV@oT`Vp;=5vTayjmyT?T_#HH^f5E0CaoiW=caa5v5CHCZHo
z(cN+OV`Y}&KzhdJi2GKw5Vz-N!hv17=*r@>9nF@t!F53@VkGtlHCBwo9g%={0;iI%
z#J{C1XBoKsH8ARe`aLlEiB2dB-*9anW0u2BLk)!yFqesIY3bL+AP}qWx=3TUid<nt
zD-q-t6`k0PAT(o&ncttPkI!(u$YnM!iI$jOM9$QSG=I_97B{n^h8-nZ(=>4;Gz*6W
zsx;a+_(3^WOqp7i8Cl8Ioh_P_^Co%n4U6B2eUbvxwIj4bP!_ru53{M?CQ=uxa}A2{
zKiC=T&`C3*Rou=mi%D)4nurLe<sigA6Dy?ommt9t?3>rOL6!@Z5%KRrTJ)swiM`aY
zusqZw*P$e8G_mdtM#lAr7`Q%|kN+WE1W?MDo^Q<z0_(Q|fP2^gh@l&+hnJ)Eba42#
znn{lNYU}RI<QV&`*CfRnO~euPIs!dJ&fWRC`dCnQ7&~%uk)y~)!7VJScpjhQYHHz~
zo7>C|9tQ>b7lr&?DSkA|kiXX_wWc>7LcX6V1GXqI-zGEmiE~u(Acr^hTS#~B#-2xr
zP#PAJ&~KXvi24`bae<b{AXNb102Qm^s+>lWcwdFP=pC8rHzG+9N9miN4_#`m?>%x?
zrL%smrD$N|j6-_DOR`wZg;iE>g<p=)i%QM`COT&~k^+lFV~Of^xY4({J?^=|?BNGc
zDZOG4RqvA5teX>dqAE|MSk>_yQ0pZ-Ihcx|^!`abA9^6EKaw$FCnq0_k@{2a8kak(
z3<au>pp~nf^PQ#w^f_wF&5$V*f;|XFt%lKt=7ASB0Ys4FnG>xWHG@|yi7D-rR|e6P
z2>M%J|2?8whUOnTpH$iPtFtgi-r8lh(5IL(|FANPiVQ_PtmEaoB4O^pqNuxK{m^`g
zZVxQVSl{H_T;J#Z$+?B<h!fQFvJt68UDq~M>RN7uwC^c0>3^e;XJBO*_GUMbWhM%O
zd~^Dhr8&Is<yF(<KX}CH2DqG<e<or2C4VwO_W6@=$`!7FXB6hXQN(U=AvVtF&f76G
zqRm4Csdql#aX4XZG~2G8Z&Ef+@6q%YH0=ah+_uNt*reZp78WFqJssa?T7gw7^!x|~
z!Q5QtOht;Cc;afEfHI5r>;AkY=8b9X8(9)0jUUPRBBflejKIffc}}R;0>dxbOvl(V
zw+x5~E@BnkwsUiE_40lJhks!23YD10yai+MH&>{xa6QjFTgJPLl-Sl3YrZgTVVq-|
zu?mduB{JH!{V6mlW@Vk?=x_*B$EMH70;C*+pzH!I_NL7D<#6%W6KiVl;}zS&9m<Gt
z{P!E<I&!P;%Rp9z(`P#uBuFO-^zRqQ{NyGsZ}Qftb}{zpFF~z1yCGt-@IiG{m@>^$
zRpwXZ$9{!`6-s?kC@z^_?V5bqY3|atoNCZ|=p)HkT95VPa!{?$JKFD@)rQ2Icf|Cn
z+=iDQF5?J4+HTs5;~)6q+o13Ki=B6C&4;sGMrj1^W0^we!h1~xU5miH+Q!4~jeSYt
zp7FTR#q&_w&ZX&T?RwFTyEQYLYW@M(nm1QGIH;ab2;)JPdUJzAok}wgVYS{<AzlPM
zyKt%Avxxfhk)qwvR|L_-OcEECyuSRps=|-lLqbc{rEGlW);}p;7r4De&>m-1b}GS2
z*70#5EuK3j+4*IPbgmv*@HI#BuNsbngoa14sNE_BCgNw5*O;{*ynLR0hT}_BqAZaR
zONq$nj7Lg5FkTQSe*U}38)!MlA*_C6ZjPXqihiYn&a7=5kNx28^Twl`farIl9EdF*
zOo1G^FhHKR_HZ#_a(`fS?@ZlnR(CX#y<L&M$LXVlkJ<I}XkdkfrDW~(Q`T;|k#$&+
z!}|}_86A9n6}>}tISY12UVbTLqYvrAl;+yyy~wS8O{eVq>@q;`>Cih_HbG!_o-=hZ
z)%qOYopZ_xaz#wz)o)L)cPSv7d3*}&=%-_Xv(_sb+<#VbRlbL{!ZmkHYd#%C)F@AM
zyZ;0=M+B3acQZeh4_J=|L1hLW8Jj4rnMigcNQ7BjCUx65>7A|c$Xq`~eQBsORmS|<
z38HI~XI$9wMvV%VDslMchk1M9l{#&6#c19ZKQap*%VUebX2SE&oP5LVMv%1K^b@t9
zy8cuM0)TRJ7_lDCXfjzIW63>(n}|o~yb{rA#=!hFt=k}6SWBSV(@C0|+BPk6ya9rz
z4l)+(3Kp9UEicubxK^kWp@a?Qz^z-$lNmCD(=qL%10Xmbuo^n3wGRnW-8Cz}dJ^;%
z-~LfA)DEJwD$7`ou%sb7qf)ir(V^jsak#!J$t<h@_KK>HFwkA`N1mR{Z<1jiP(J8W
zG1z}Wg34oNhuB}U#Lm3-L$}1Y2`WDiHhxZiY*zh!??6-vB_*gF^*J<f53vXWPQ2>5
z50{@l-1)$Kwfltbw)6vSSq4Cd4o{G+6?GZR1}K>Jf{`*s&C}-8WivI%NX^s7UaX+Y
z{LGbe;;|QZkQw(qdHT8p+H513a*MI}8^aL~V^VH{0uG?gUH{9K_ukpsEM<Be_OD3R
z2Wp+Gbee3>ie#@TiI6kOoGTueYZ5dYC+?H1xHvX1Te$+WVpVLpt8^BmEwWj{&>s$R
z;(sIel|vp->D#Kf5kSIccuZ)4S+<o3PvF>-m5MGSjrkxHqSbH40+9}KwKXt!Ryzwr
zSPH(J_(2gox|%TqxH>>mTL_*UmfbySZ^0VlmkUHD*=v3L#>-zEd|`SjAgWj3HI*0_
zz;rz#6)ho5cJ`^qm`tV3NbJ*KDkEVCwcNb2+&;=NyD%^@YP!SmF5`+zU75j#bwf^L
zEp^8%A@&u^vuHLyn#hY}2b{Cw50{M+p(`(TjZx99=r{W%QplnQrHqW&|8HL3dSBl<
X#iBYH=6=$Jfj(ZyC_gWiGVuK`2>ZYH

literal 0
HcmV?d00001

diff --git a/content/sesion11/index.html b/content/sesion11/index.html
new file mode 100644
index 0000000..c7651d6
--- /dev/null
+++ b/content/sesion11/index.html
@@ -0,0 +1,62 @@
+<!doctype html>
+<html lang="es">
+
+<head>
+    <meta charset="utf-8">
+    <title>Sesión 11 OOP - Python Study Group</title>
+    <link rel="stylesheet" href="../custom.css">
+    <link rel="stylesheet" href="../../dist/reveal.css">
+    <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
+    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+</head>
+
+<body>
+    <div class="reveal">
+        <div class="slides">
+            <section data-markdown="Readme.md"></section>
+        </div>
+    </div>
+    <a class="custom-btn-home" href="../../"><img src="../homeico.svg" /></a>
+
+    <script src="../../dist/reveal.js"></script>
+    <script src="../../plugin/markdown/markdown.js"></script>
+    <script src="../../plugin/highlight/highlight.js"></script>
+    <script src="../../plugin/notes/notes.js"></script>
+    <script src="../../plugin/math/math.js"></script>
+    <script src="../../plugin/pointer/pointer.js"></script>
+    <script src="../../plugin/zoom/zoom.js"></script>
+    <script src="https://cdn.jsdelivr.net/npm/reveal.js-mermaid-plugin@11.4.1/plugin/mermaid/mermaid.js"></script>
+    <script>
+
+        Reveal.initialize({
+            controls: true,
+            progress: true,
+            history: true,
+            center: true,
+            pdfMaxPagesPerSlide: 1,
+            slideNumber: 'c/t',
+            plugins: [RevealMarkdown, RevealHighlight, RevealNotes, RevealMath.KaTeX, RevealZoom, RevealPointer, RevealMermaid],
+            pointer: {
+                key: "q", // key to enable pointer, default "q", not case-sensitive
+                color: "red", // color of a cursor, default "red" any valid CSS color
+                opacity: 0.9, // opacity of cursor, default 0.8
+                pointerSize: 18, // pointer size in px, default 12
+                alwaysVisible: false, // should pointer mode be always visible? default "false"
+                tailLength: 10, // NOT IMPLEMENTED YET!!! how long the "tail" should be? default 10
+            }
+        });
+
+    </script>
+    <!-- Google tag (gtag.js) -->
+    <script async src="https://www.googletagmanager.com/gtag/js?id=G-9YQTVC2B73"></script>
+    <script>
+        window.dataLayer = window.dataLayer || [];
+        function gtag() { dataLayer.push(arguments); }
+        gtag('js', new Date());
+
+        gtag('config', 'G-9YQTVC2B73');
+    </script>
+</body>
+
+</html>
\ No newline at end of file
diff --git a/index.html b/index.html
index edf8c7f..d14de10 100644
--- a/index.html
+++ b/index.html
@@ -35,6 +35,21 @@ <h4>Representando el mundo real en clases</h3>
 				<br>
 				<h6>2025</h6>
 			</section>
+			<section data-background-image="content/psg-bg-dark.png" data-background-size="100%">
+				<!-- <img src="/content/Logo.png" alt="Python La Paz" width="200px" height="200px"> -->
+				<!-- <h2>Python Study Group</h2> -->
+				<br>
+				<br>
+				<br>
+				<br>
+				<a href="content/sesion11">
+					Sesión 11
+					<h4>Buenas prácticas</h4>
+					<h4>Refactorización y organización</h4>
+				</a>
+				<br>
+				<h6>2025</h6>
+			</section>
 		</div>
 	</div>
 

From 451703db2cc14cf652e120bf63f84a54fdef32f9 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 17 Aug 2025 01:49:45 +0000
Subject: [PATCH 02/16] refactor: Improve game structure and remove duplicate
 welcome message

---
 content/sesion11/Readme.md | 328 +++++++++++++++++++++++++++----------
 1 file changed, 246 insertions(+), 82 deletions(-)

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index ba988fd..5d468c8 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -85,7 +85,7 @@ En Python se recomienda seguir la convención de nombres PEP 8:
 
 ---
 
-#### Ejemplo de organización
+#### Ejemplo 01 
 
 ```markdown
 Juega "Piedra, Papel o Tijera" con un jugador y una computadora.
@@ -229,7 +229,7 @@ class Juego:
         resultado = self.determinar_ganador(eleccion_jugador, eleccion_computadora)
         print(resultado)
 
-print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera")
 nombre = input("Introduce tu nombre: ")
 jugador = Jugador(nombre)
 computadora = Computadora()
@@ -467,7 +467,7 @@ from computadora import Computadora
 from juego import Juego
 
 
-print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+print("🎮 Bienvenido al juego de Piedra, Papel o Tijera")
 nombre = input("Introduce tu nombre: ")
 jugador = Jugador(nombre)
 computadora = Computadora()
@@ -498,7 +498,7 @@ python main.py
 ```
 
 ```text
-🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮
+🎮 Bienvenido al juego de Piedra, Papel o Tijera
 Introduce tu nombre: Jhon
 
 --- Menú ---
@@ -906,7 +906,7 @@ class Juego:
 ---
 Queda así:
 
-```python
+```python [14,15,17,18,23,24]
 class Juego:
     def __init__(self, jugador, computadora):
         self.jugador = jugador
@@ -1099,44 +1099,17 @@ Cuando se importa desde otro módulo, su variable `__name__` se establece en el
 Esto permite que el código dentro de un bloque `if __name__ == "__main__":` se ejecute solo cuando el módulo se ejecuta directamente,
 y no cuando se importa desde otro módulo.
 
----
 Es una buena práctica utilizar este bloque para definir el punto de entrada del programa.
 
-En nuestro caso, podemos agregarlo al final del archivo `main.py` para que el juego se ejecute solo cuando se ejecuta directamente.
-
-```python
-# main.py
-from clases import Jugador, Computadora
-from logica import Juego
-print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
-nombre = input("Introduce tu nombre: ")
-jugador = Jugador(nombre)
-computadora = Computadora()
-juego = Juego(jugador, computadora)
-
-while True:
-    print("\n--- Menú ---")
-    print("1. Jugar")
-    print("2. Salir")
-    opcion = input("Elige una opción: ")
-
-    if opcion == "1":
-        juego.jugar()
-    elif opcion == "2":
-        print("¡Gracias por jugar! 👋")
-        break
-    else:
-        print("Opción inválida, intenta de nuevo.")
-```
-
 ---
-Así, el código dentro de la función `main()` se ejecutará solo cuando el archivo `main.py` se ejecute directamente.
+
+En nuestro caso, agregamos al final del archivo `main.py` y crearemos la función `main()` para encapsular la lógica del juego
 
 ```python
 from clases import Jugador, Computadora
 from logica import Juego
 def main():
-    print("🎮 Bienvenido al juego de Piedra, Papel o Tijera 🎮")
+    print("🎮 Bienvenido al juego de Piedra, Papel o Tijera")
     nombre = input("Introduce tu nombre: ")
     jugador = Jugador(nombre)
     computadora = Computadora()
@@ -1172,8 +1145,217 @@ git push
 
 ---
 
+#### Ejemplo 02
+
+```text
+1. Al ejemplo anterior aún faltan algunas mejoras que podemos hacer.
+Elimina la duplicidad del código en OPCIONES almacenando en una 
+carpeta que se llame `constantes` y crea un archivo `opciones.py`
+donde almacenes las opciones válidas del juego y reglas
+
+2. Ahora el juego debe funcionar con emojis: 🧱, 📄 y ✂️
+sólo cambiando en las constantes sin modificar el resto del código.
+```
+
+Realizar los cambios 4 minutos
 
-#### Ejemplo 01
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+
+#### 1. Estructura de carpetas y archivos
+
+```bash
+cd juego
+mkdir constantes
+touch constantes/__init__.py constantes/opciones.py
+tree
+```
+
+```bash
+.
+├── clases
+│   ├── __init__.py
+│   ├── computadora.py
+│   └── jugador.py
+├── constantes
+│   ├── __init__.py
+│   └── opciones.py
+├── logica
+│   ├── __init__.py
+│   └── juego.py
+├── README.md
+└── main.py
+4 directories, 8 files
+```
+
+---
+
+#### 2. Opciones válidas
+
+En el archivo `constantes/opciones.py`, definimos las opciones válidas del juego
+y en el archivo `constantes/__init__.py` importamos las opciones para que estén disponibles al importar el paquete `constantes`.
+
+```python
+# constantes/opciones.py
+PIEDRA = "piedra"
+PAPEL = "papel"
+TIJERA = "tijera"
+OPCIONES = [PIEDRA, PAPEL, TIJERA]
+REGLAS = {
+    PIEDRA: TIJERA,
+    PAPEL: PIEDRA,
+    TIJERA: PAPEL
+}
+```
+
+---
+
+```python
+# constantes/__init__.py
+from .opciones import OPCIONES, REGLAS
+```
+
+---
+
+#### 3. Actualizar el código
+Ahora actualizamos el código en los archivos `jugador.py`, `computadora.py`
+
+```python
+# clases/jugador.py
+from constantes import OPCIONES
+...
+```
+
+```python
+# clases/computadora.py
+from constantes import OPCIONES
+from random import choice
+...
+```
+
+---
+En el archivo `juego.py` actualizamos las importaciones y el método `determinar_ganador` para utilizar las constantes:
+
+```python
+# logica/juego.py
+from constantes import REGLAS
+...
+    def determinar_ganador(self, eleccion_jugador, eleccion_computadora):
+        if eleccion_jugador == eleccion_computadora:
+            return "Empate"
+        if REGLAS[eleccion_jugador] == eleccion_computadora:
+            return f"{self.jugador} gana!"
+        return f"{self.computadora} gana!"
+```
+
+---
+Finalmente, actualizamos el archivo `main.py` para que muestre las opciones válidas al jugador:
+
+```python
+# main.py
+from constantes import OPCIONES
+from clases import Jugador, Computadora
+from logica import Juego
+def main():
+    print(f"🎮 Bienvenido al juego de {', '.join(OPCIONES)}")
+    nombre = input("Introduce tu nombre: ")
+    jugador = Jugador(nombre)
+    computadora = Computadora()
+    juego = Juego(jugador, computadora)
+...
+```
+
+---
+Con esto hemos refactorizado el código para utilizar constantes y mejorar
+la flexibilidad del juego.
+
+Ejecutamos el juego para verificar que todo funciona correctamente:
+
+```bash
+python main.py
+```
+
+```text
+🎮 Bienvenido al juego de 🧱, 📄, ✂️
+Introduce tu nombre: jose
+
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 1
+jose, elige 🧱, 📄, ✂️: 🧱
+jose eligió: 🧱
+Computadora eligió: 🧱
+Empate
+```
+
+---
+
+Subimos los cambios al repositorio de GitHub:
+
+```bash
+git add .
+git commit -m "Refactorización y uso de constantes"
+git push
+```
+
+---
+
+#### Resumen
+
+- La refactorización es el proceso de mejorar el código existente sin cambiar su funcionalidad externa.
+- Refactorizar mejora la legibilidad, facilita el mantenimiento y reduce la complejidad y el riesgo de errores.
+- La refactorización implica reorganizar el código en módulos y clases, eliminar código duplicado, renombrar variables y funciones, y dividir funciones grandes en funciones más pequeñas.
+
+---
+
+- En Python se recomienda organizar el código en archivos y carpetas para mejorar la estructura del proyecto.
+- Es buena práctica utilizar nombres descriptivos para archivos y carpetas, agrupar archivos relacionados y mantener una estructura coherente.
+- En Python se recomienda seguir la convención de nombres PEP 8 para clases, funciones, variables, constantes, archivos y módulos.
+
+---
+
+- La importación de módulos permite reutilizar código y que es recomendable importar solo lo necesario para evitar conflictos y mejorar la legibilidad.
+- Crear archivos `__init__.py` en las carpetas permite que sean tratados como paquetes de Python y facilita la importación de módulos.
+- Eliminar código duplicado mejora la legibilidad y facilita el mantenimiento del software.
+
+---
+
+- La dependencia circular entre módulos es mala porque dificulta el mantenimiento y puede causar errores de ejecución.
+- La variable especial `__name__` en Python permite determinar si un módulo se ejecuta directamente o se importa desde otro módulo.
+- Es buena práctica encapsular la lógica principal en una función y usar el bloque `if __name__ == "__main__":` para definir el punto de entrada del programa.
+
+---
+
+- El uso de constantes y la organización en paquetes mejora la flexibilidad y mantenibilidad del código.
+- La documentación y la estructura clara de carpetas y archivos son esenciales para proyectos bien organizados.
+
+---
+
+#### Retos
+
+Crear una carpeta con el nombre "retos_sesion_11" dentro del proyecto en la raíz, en la cual por cada ejercicio debes crear las siguientes carpetas y archivos:
+
+```bash
+# Estructura de carpetas
+psg-oop-2025/
+    retos_sesion_11/
+        reto_01/
+            Readme.md
+            <carpetas>
+                <scripts>.py
+            main.py
+        reto_02/
+            Readme.md
+            <carpetas>
+                <scripts>.py
+            main.py
+```
+
+---
+
+#### Reto 01
 
 ```text
 Una aplicación para gestionar una lista de tareas pendientes.
@@ -1181,6 +1363,13 @@ Permite agregar, eliminar y marcar tareas como completadas.
 También permite eliminar tareas completadas y eliminar todas las tareas.
 ```
 
+Refactoriza el código en una estructura de carpetas y añade la documentación
+en un archivo `README.md` dentro de la carpeta `reto_01`.
+
+
+---
+
+
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
 classDiagram
@@ -1202,8 +1391,6 @@ direction LR
     Tarea --* ListaTareas
 ```
 
-En el archivo `tarea.py` definimos el ejemplo y en el archivo `tareas.md` documentamos el ejemplo
-
 ---
 Código del ejemplo 01
 
@@ -1282,47 +1469,30 @@ while True:
 ```
 
 ---
+#### Reto 02
 
-#### Ejemplo 02
-
-```bash
-
-
----
-
-#### Retos
-
-Utilizaremos el repositorio de GitHub creado en esta sesión "psg-oop-2025" 
-
-para almacenar los retos, de todas las sesiones.
-
-Iremos agregando los retos a medida que avancemos
+```text
+La Biblioteca Municipal va digitalizar su registro 
+de préstamos de libros. Actualmente, los encargados
+ anotan todo en un cuaderno:
+
+Los libros con su título, autor e ISBN.
+Los usuarios tienen un nombre.
+La biblioteca cuenta con un flujo de préstamos que es el siguiente:
+1. Un usuario ingresa su nombre.
+2. Se lista los libros disponibles.
+3. El usuario elige un libro para prestar.
+4. Se registra la lista de prestados con el nombre del usuario y el libro prestado
+5. Puede prestarse más de un libro al mismo usuario.
+6. Los usuarios tienen que devolver todos los libros a la vez.
+7. Se puede ver la lista de libros prestados y los usuarios que los tienen.
+8. Para salir se debe ingresar "salir".
+```
 
-Como si estuviéramos trabajando en un proyecto real
+Realizar el código del reto en una estructura de carpetas y añade la documentación
 
 ---
 
-Crear una carpeta con el nombre "retos_sesion_01" dentro del proyecto en la raíz, en la cual por cada ejercicio debes crear los siguientes archivos:
-
-```bash
-# Estructura de carpetas
-psg-oop-2025/
-    sesion11/
-        ejemplo01.txt
-        ejemplo02.txt
-        ejemplo03.txt
-        ejemplo04.txt
-        ejemplo05.txt
-        ejemplo06.txt
-        ejemplo07.md
-        ejemplo08.md
-    retos_sesion_01/
-        ejercicio_01.md
-        ejercicio_02.md
-        ejercicio_03.md
-```
-
----
 
 ---
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
@@ -1341,12 +1511,8 @@ Repositorio de la Sesión
 <!--.slide: data-visibility="hidden"-->
 ## Bibliografía y Referencias
 
-- [Object Oriented Analysis](https://www.gyata.ai/es/object-oriented-programming/object-oriented-analysis)
-- [DDOO Unidad 1](https://dmd.unadmexico.mx/contenidos/DCEIT/BLOQUE1/DS/02/DDOO/U1/descargables/DDOO_Unidad_1.pdf)
-- [Programación procedural VS orientada a objetos](https://programacionpro.com/programacion-procedural-vs-orientada-a-objetos-diferencias-y-similitudes/)
-- [Python OOP](https://www.learnpython.org/en/Classes_and_Objects)
-- [Atributos de clase](https://oregoom.com/python/atributos-clase/)
-- [Diagrama de clases](https://diagramasuml.com/diagrama-de-clases/)
+- [Best Practices for Refactoring Code](https://www.freecodecamp.org/news/best-practices-for-refactoring-code/)
+- [Python Refactoring](https://realpython.com/python-refactoring/)
 - [Guía PEP 8](https://peps.python.org/pep-0008/#class-names)
 - [Mermaid Charts](https://www.mermaidchart.com/play)
 - [Draw.io](https://app.diagrams.net/)
@@ -1354,5 +1520,3 @@ Repositorio de la Sesión
 - [Objetos en programación](https://ebac.mx/blog/objeto-en-programacion)
 - [Enfoque orientado a objetos](https://1library.co/article/enfoque-orientado-a-objetos-base-te%C3%B3rica.qvld461y)
 - [OOAD](https://www.tutorialspoint.com/object_oriented_analysis_design/ooad_object_oriented_analysis.htm)
-
-https://www.freecodecamp.org/news/best-practices-for-refactoring-code/

From 48c7c625b4cf3b3ad835380447621e7f9bae863d Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Mon, 18 Aug 2025 01:32:31 +0000
Subject: [PATCH 03/16] feat: :sparkles: Add image for circular dependency
 explanation in session 11 README

---
 content/sesion11/Readme.md                     |   9 +++------
 content/sesion11/img/dependencia_circular.jpeg | Bin 0 -> 42799 bytes
 2 files changed, 3 insertions(+), 6 deletions(-)
 create mode 100644 content/sesion11/img/dependencia_circular.jpeg

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index 5d468c8..a2ad629 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -1063,14 +1063,14 @@ tree
 
 #### Dependencia circular
 
-¿Bueno o malo?
+![Dependencia circular](./img/dependencia_circular.jpeg) <!-- .element width="45%"-->
+
+Ocurre cuando dos o más módulos dependen entre sí directa o indirectamente.
 
 ---
 
 La dependencia circular es mala
 
-Ocurre cuando dos o más módulos dependen entre sí directa o indirectamente.
-
 Esto puede llevar a problemas como:
 - Dificultad para entender y mantener el código.
 - Problemas de rendimiento debido a la carga repetida de módulos.
@@ -1491,9 +1491,6 @@ La biblioteca cuenta con un flujo de préstamos que es el siguiente:
 
 Realizar el código del reto en una estructura de carpetas y añade la documentación
 
----
-
-
 ---
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
 
diff --git a/content/sesion11/img/dependencia_circular.jpeg b/content/sesion11/img/dependencia_circular.jpeg
new file mode 100644
index 0000000000000000000000000000000000000000..4f3d6833415cb40d643a66ad38822447f647cfa2
GIT binary patch
literal 42799
zcmd432_Tf;_douOeND<_H$vIBNC-ocE&Em}Q%ROWb_s)$l1NCYjO<dDB55%sOT5dT
zvSi<i8v8Ia&;0Lb`MlqscYQwZ&-VTOpBnSbeeQDZz2}~L&g-1}P~TC9peBQ0_u~*`
zW(LVX5X1s8AvQqt;0^))K?nheaqS+0>=A-L?wt@)-}2Bw5Z%VV<&SZP7{28Pb*^1T
z-+q7nX1)SJ%piq9Y1=mCM8wy71RXt;@jYExNht&Iw;D6(zSqbIWzhfaKAY)Vp0!43
zf2c!<JU4&;Q<{p3UVaKkj(Hz-QE>M5R17|HN>N!sNfFWt)(rMM<>}&oL^Rm*q?ey&
zu(sG*HcfC(OI8#UUCZKsLR)N~nWd<{x37z+nu3yol9&#gsHmux@3G^W*1Pw7D-M2X
zi+yV`C@4rFNJYWh*HuwjLqkJRX`AA<ZSo+8yx(ar|0BWjUVh?VEBRi}ZWljiU-wh~
z?%rOaw0e&m^$zgY789d2^yB(Ur|~I&XH`JDK`_YhtwB)Id967=|6_{3%b>VTNl9H^
zX`B2u4aFY~g8H<6mq&BAyQ{nZk&`yw0lv;Iwx>_I==l2{arbgLrgzfS+t=OS&C}i4
z%;lK-5v|`>{gYzfh}BZ0_273s`Z`=|sbIWx*t8UXjJ*yUbp}$mbo2K2_H*+-C90yJ
z1gY;bHe;YM4!G9tx2)Z+?-Y)Ep8!2zn2KP%K26*ePVI%xL5Q`B4gt7^j*gC=fgW58
zj107kk%@8bV)}M5uU#y(i}lAvD-H@Wfd8yaj7&e$|MCsBAF$zGYBj{oLXTm1K#vfE
z=(rK|+z9GRL?&1>j9)2S>jL-#=mdl@v#_$UuZQRm^z?KL^o)RB@Fa}J`3&5Q8#XKJ
zF>SOu!Yt;)vn?|54vYA%(i)_78$m+lsBaW2+a_K<et|7pC8eZgRJW_`P}k7Z-)*qR
z(8$=t#@5c>Vc-4(&c|GiySll1`1uC}1_hrEIeRYpe9VQ5u~(ClQ?8|6zmb-im7SBD
zmtS!A!NaohM-`7NpS-AjSy$iC_^PSBqqFO6_q+E!L&GDZW8)K(Qy*vN<`)*1mWeB?
zU@3m>4*2`EN5AV2H|P%?0|Pw+Gp#=ex*%F-xfvKYD>H4-vtmBtvr%kYBn!{3#5<)m
ztl}!x1mscQHnvR?szY05X<b_D(O>IO)W6lEA07J9A8HT8L5~0vM$ZkQAu5DkmCB4@
z``Jgjsj@&#9?~~B@U9an79rDSjrNHDdDfp5|5wsN!aln2Adbem9WhPRWj8Ry_gscM
z5nGV!#<O2#FghotC-+EY(8d1llWYH4-vHW|d8e;S^oTB-t~ip><X~WaK9m_N_2W~J
z#Fy`3t93L&{&0wOhd%v`c?R=I4^NB4y(a~rn4_I1pL*0P^mszHE-fap#aB3$>T@Hc
z+iafL@<3Jw|0f>=we=rNfl!`%q0}iKI~iN;e7gS4>O7Ir+pjy*MaaIYsWY@T?%pm8
z@mLxBPd+G<e>Q(Q$yU0IJb(VI<1jE!sI$*uW{OZa&y=og=UX<Nwtizrki5Pj{e8%I
ze2c=YU2}YA|9FI)ifg$prQn8Y^8ej<xBY|hW|PX389&Ex^X>J6>9=enj%K>_>T>>`
zq5l7Ue-LE?{nKgtXVdx@o};PlzZ}FIdPyE=@EpmuT&6fbuaz-GrjAkfqZHjGu+ALc
z`B*-f$bk$Dcq|eBo6lf&YlJ6KGSy7V08;zCy!cD^K;mUEwGXb^lC%qY1<o;sT{bQ0
z!YL#uM98c+JisL5TlrBshY?6bo|((KTzd5$yI4LMS5KK3Yr7%hD)T++lpFZ(Ado*6
zg>6$tKn9Cj-eYKX?;pk2Un1vs;_fH;xu_jqXW<fU@$CDfbUYW@#c9DZehCp^>%28P
zSDLR*`mmG{v-Nte0|qDCd28yR%@!s_uP8mYUJ-5O-jT}ov7FMDPCsO9Zr5)RaZgX!
zU8Y%7$j(>E#~|W&EcKJ7enJ@_C9@g`rcE?KTmodoF5Pcpik5Q2b{%NVeTXaM;aEp?
zgNYntD3?hfr-i{Ly61Fx66?wtq1_apy*ZMSs>$Db^|$K2S7{I-l^H7sxX9`-+gFzT
zM%%sJGSD_3hxI;batsm2<4`8oAx8O4bZCX!rS6@U402CB)DCvtb@wdW$96{Gifo82
znJo^#>{dcI)1VzD9V1*2-EiQDU(Y3k{Pxl~fdoJ64HgIF=xE!4E$(UlWM(x|U34K|
zT2DM@6XMI1RomZsNt1?uBx{YNKhMtBA^TgOXhZZTQHr8={%VnhJn8|vr5`pUX9Jf>
zj%kware%^1>#Ntwj;aam5dsI(JhuR96BofAA)3J|vx(HTefLNj<np5xo2aWQK(O6%
z@Z2HtZ;M`p+)<oml)+AHIb@n-!WWz1+g9mDS3j0ff^@)^OI-=Eq;C%C*#D?=chcLd
z|FYU3blYRt8EJZ_vEZ7n6dfTTEBNlwgH{u4a*VHsld$DBDj~MVce&9G9c6NlrpOco
zs<s<vu<md0@(?r5&WzwWdi8f|!2eKc(^I>CHA^x^H4Ax9{B+k_S+5wD2UKk!@Wws!
zDcG7Y*uQPU?#UI-lAhi38n3EXEH}cz8S4V2&NDx^PWs~9j^9O=q(ThOD9_0*d6)GK
zh$rq!7z*{X+_#|2@5~BMDcwQdpaQcY`M1Er2NOskWmIUSb9xh6&8@ht1{6%DLQ!Wo
z>>}^19D&pCQ6VBllC0?fvvE?P-5)2Y5FIUTaTERg)%&_P_>0@PL75a#CQ1ayrGO^L
zv{0c0yGiU|A{8Q7rW{F#NktKn?o_BD--zptG4I0N?W_AG$s5ox+j{hPdLMSsERPC_
z+&v4kqNorf6FO*UtO2z!zgEJdI^5d|lZ_!vej!SsDI1^S$gFGh0@=j?8i+c}wUQTv
zCT^tVF4)KQdR2BIlnT{IU<WfsVE6tOn4t$d`_Y@MX#umXLyzA+NQJ((mv^{yrOuo~
zw=Vp0F?j>+X}^x}p>M=wQ=u4RP|dELp&C!AQ1wj<SlgsJ+}Cyc5eIZ2em8cgeSlyY
zk0adwg8o7&2ILo(U~44sgLiZzsSw-vC*11kH8R`j=d+rY?p{@R+jC+84+~3!9x^wO
zlWyY4EahO_yKn)ZBdN5Gd}$>51nMq4UMr{m&H=49S=>esp56gZBNJ9~mvKbywQkM=
z%D@Z{X848;#PH&lVK5j8*8D5;LR$2nc3+v{uM1D=T_Y!h<bYo11?EAFmc=#+B+|+~
zJxvS(?M80GlLK*5s2dE2hp*xdT|he~plZFY1hV6$D)iLwS|M3L!VT~!3b&HSi~UBz
zKCU;hvI}n5nl1Rjj6B%=^#p3+LpNx{20zq}C0M4Thx-nJrVMCPn|nokK0cNr00z|*
zTcbyXCU5nB8|XYm@&+52jbk8a=ymtENe9#TMpJgd4;BWUWMrj6nSL~4)o|pHBv=@b
z!^i~E0s<N+TC}<K+$R_AYlX>*fmvyz%Y>RYFTxYH(rCB&I!~BYNe9eV7RfK!M;^<>
z8}h=ew2Bz8PYItV6248=7ovYEnTI!lSn-{sXdEjbyMTp-x6pEfW>5QlBPD_8pFrjj
zgfEVQ)qr%Rv7ZF<1S4|QfC{aPr%fmoYSVfQn5U4&JUD{U08wh^0`asDsK6de4gmvy
zGudHE3S<REYIbp1#5@EeW=9*b95lfQPm~h<M1aH5Qy*!4u^c(PwnE>d2e0A?mg>RS
zui0_50Zt%FG|Uh~g6Xi|md8EjiCy)MIb4F02PoW~pxSG=iqsgn*NarB_VzBLWWP~W
z6>g%TII6u$bGD)uBSd6dDZ>g(cBh%OPbeSKomFaZ;-hcqK$+wSGx{}87NjXEo?i{e
z<c(Q&#(|v^0-yCi+jjnG8ZZq0>#EEjbeEqi6l-mAQQ!VT+HSpEO0+AF&N-Z~q0K9V
z%SE>!Z(~~X$lNhYPzNmgQGY3i`26_8Ndbde{ml2j;kWdUG8*4HyPR2}4mop7P?C&G
z6vM00ggt^(=;9Nzyt*$v`3I*CY_H$)u<ht?4nZ;+4!4`&aW!~SY!Bx8v~?wX4dw|I
zB03TrYD<G{hMb~Z@9f*H9^bCa?;PjyF7&ssS1r#&IDe~j?vOyV`qR^+Cq%k7G`?#r
z7;{!V#$wR~O|71Z#~yecj9l#`J)iQZ-0gZ<!$K>3*DX0qp~K<3iaF@5PoKEeL3jOO
z0~N~0Mr$9nG;{3P*{KS>K3lHPW}X?bk*7t@HrbL9D_>xuQ81ao5{SOPqsgPx0J0@1
zEs<l0c2}O78)(Ktfg^FKPnO1f$+rmF%t(0+2UW!Nlf7?q91msj-xrR$92K!aOt<<@
zUr9Yy4@L@$E@!Z$A)V8_6YZrkSVHf-gU^zst1K)$N{x1<K}F&%yWC;Ri9DSyQA<sm
zd^(iul<63$v&@n~#1U}v*1XJ!&2usLcQ!d`-!+k<LrGY#IF09IMu^V2hh`0|a1jdf
zGniO9*Cq3`U`C}EESV0~6@Au4T>)}8N^na*Zc_GGhH8Pp1YN||vtu<aGD_=I65c#k
zyg-FmVZqRYtvQ62mzOuR9C&ym@WG*%4@UZfjuk8)<nDP&fTm2;GwjjV(Y>`WO92&P
zfp3P*+ANu#_B!%t&$Ul_H!7M-9VB{m5GS!Mk}DTTm0Aw-k$!nj`wu?9JnG3at893=
z#@^nEtwbw|i*Iol-(Gd>3b|3ET8IiM=3rF@2>ZR?37W<>jVzTCjgOWzox{G+cc&XV
z#t>2Amcey1<7V6`!6G+)a=VqyX(w|0K#D%l>K3iy(ym3ww*BAW3I8oS8bJk{!B3$f
zO)PV;jm>PsCDj(D$xBb>?ViN8bH_i}JH!)y%wbg`l!xdt1Vkc+%^!6R=8rRQ&UkNd
z{A^biy&rDr#@y&?Y4NZm%zAO?5*KfH{{ZL0ePj9;X}F%i^gSduCx0M@vyha*-8xnc
zs0mdBdt8M{2;o`h<+xdMJ7F_Oi7v!)k9t7_eGUVivM!{7lnYa~WUR?+Wf+Z+VYBu#
z{*xNLCeJh+J=J2No4y@EBwPPKnw~~s1@3!xwyr7oKf`=%TK)EBM#xziv4~xZ5NP5%
z+^sk~z%-e@ozTA=9coC|@4kBZY41UO(WYm<(tA)B(735Co3;mPOLq`(Ft!|BvlIV*
zeko!W^MZBGxh;V8$hnGHU8PnWX`vaTEw}Sb_lzW&SNz2_9Ter!MCbGsLrQVhz7NI?
zOcv>4hF#89M28X8!q}5+(^=khh1!RbFK2lpZyWtYVBYy}P5u9(o*yvRpAAT^b}UiC
z|AZu&hka;DJg2UE%0(ONXA&V=JX8U*@|T4V;J9kBEp^>+q8X;Im_gP*L(b0oxwT|}
ze(x8Xj$A3k!e4;E_TXh~lmBdF{iEHEZJjiUa#z!Gn~yH1B>i@)31$Dn*Qn-w-M0ek
zAncX_g45~R@V7nOlEvpe(F>X5crF*wh2owBqM|YtihIzCp59+hQBYtE7eC!%7PU38
zMA=T-Sn~cB(LdU&zqggY8@GSY#Xqdd-}CO8;rnAe*Q`kz68OXD{zIW(Wd05v{wPFi
z`40tu-{RUmGqvq!lHuTCdSh$GrdWjdLLSU2WI^8XrFQW4XD>t8_%~TnYA7S*KmY|9
zuJBXvRVdf;*Ddf>3ryb?4J%y^*=yqM+1a1X<iC^ii*Iwg*8tQ>YR*j&ix4!BW(dgs
z*EErAgD+N{gNKhs&}~!RAEfL(bD*pfqcq3{!8$<0dTw<ZQ(hc1Pla~XRlv!84ns5H
zAF(yz!*f*V1eS|yHD!hhncj>g%Ys&=btQA4EdXe;YW*J}S$`V%|3*8^KS%D)1gbVA
zK0)ZBvhf7tt-T~{s8$P^0!*zbi7rYr;vAB!vSxVzRk=!d0uC?2E?o71$MqO>h4a^!
zSs6&tRLaAEbACE;$fJdwz1Jdy4R-jpk6O~H_4!$LG}9>=Y|E7ba_laR>Ho?H(NxJl
zWn*O^n<3EPme;E$h@=-v^TZG2GS3-PA!dX=t_NRx5<TfqL514EGzlG(I(1^X8)jd~
zfV-Udmk7`Cv{@Y-P4r9B<&W6do(ru@@jQw$iCi6y;J2IVO}qK`>+b*6?_GaoJm|mU
ze}BYQu8<$+PmP|9g($#Oj56^=RV>$5V<%{aztQ-1O4Dwo%Hp9yU~46UY2NuBtYruE
zs=;=w@6-!~^^%PKWM-_}mCRV_h@b6-|5+MRO&2NPav+yIF)g}^P-lsH)j;N*N`||_
z`RU>4Gu{;G$Hgy<1yRxAK!d0W|BN1y3so%y>+$*5^?1gd6Eeq)-QA|~TJ9<nUp`=)
z^n9}&LW95FzHRff__rg?nV6&y9$PInZObefL!^yr>bCrpQ-8(5|I2jj&v8DimW_1X
z!>=n+7d?cp5&`SZ3%d}11k?8bSq)Ys7@{q~K$wbPyI(g_p;sE0vA(6n7P%fyS=UB8
ztqd%q{(&V$7wcOTp0c$r=hWuR+;`=I3Ox$+ZvS8n|7ryG@<ViY@hHU{W2=(BTH#6h
z6>h+Fq(myj={ZzGg{;eIQ%8lO!}+>D2a$QZ0^zq+Ld?Zvv9|-OHUXIPs_)p8t>p|Z
z*nR3iwh|p`K1j?qT)6j4e285mK-dDnPZf_M*^MRQb=fk4T9A}r&}$v^VA235Ocxy3
z+ki*;H(PKMn`Y>@m;ZJ`y9kFH+<me^E-Py%6We?CxZ^ob5#)1fx8*zp4BYB9OR5*B
zkao25vwcT!d#TWBA!TEgM0gYGp+y6lwPkSN!Uv9am#E<1+<h4DSsv2$i4JzXXxEln
zp}xq3kD)@nH<$KzQK4hrJ>rhUo%tqS_wT<~kW(<Ce^Z7VkA9=xpO8#?d+TmDJBp{x
zri>#?Cxw-7ID-NBlx`Y8(hVMeXE`%V_xRb^g-FqL2z7XHq?te|jrEMcH}bzw!2X>&
z5#O=RA29Y>E!L4qu_oba0uW_0O~3%oqe7wDOHV3+*wv`R`f;a>OvS<i0OrVoRhEZ_
z7T2B_e<EGIbVcT<hQC~!0dm(j9q5muYYoRQu(LhW?$yXl3IzLtNh4iab6NmTb+N&|
z{QZHqtRDk++`lH8GL8)wJMPYj5tg~2u2H!DjkAYCC)emrcpXz&3@p%5yGMr$Fk@C8
zMXTRo7*|^y4XY3fN7%U#!R!_{ZMw=eu6^kFfNa)^(}n!`mes2nmWl^(M7b|7T7*MG
zD9_0Jgyx}~OCLk(?+g{%#`De24G&K~-05$t%X(Z(CdynHQ-UE_6cZ(5YFpl2dU5u^
z^WgFXA&>RLB-@5p>qR$JJmTOz=FE4T-an>@iN}WiA{f&EY>g6Gm?RjyU(0>uLPl38
zHsA2l&0BI;-fy0mUV2%iH?qOF-lBQ=#3J|o?s!cOjzAc9rQyJ}6aAy2!s?&i`J*fd
zNKy4YKyks0SzkeBr8ciPPk1p`WK8rC&|I}dfG9+Dl06C7x-Y$IAG=@pHuzTYbsTQX
zyP;(Fd2`TdJEOsAxsC6Whw-LBG0Mji>|`;~k5*Hsmr3d$<UUB8YV`;y+r4e-W4J@?
zhIJjM3_13UT^J36aZTInrkDN7yL$PzBwkWceswhDYDm|-`;oqMV;jE3yW5<#Yy)I=
zW2UUdWMq2k5%n?}Np4ILqBIR))ykd$qcCLYEMy6cF)98*tHT>&lU#FD_&!-AGk{tD
zdlshohW_S5`EC;ZErsS)SyN?cSl16v(GP{0raJzcnSZuB)BhZr^3llcjC>7+Cjg{%
z4(<IV#smFrD=z+g0J+&=J9#^JvL?n|*Yqlye7`4WQsiMRXaESz*ZY;9)H<&}zd)~U
zYZ+aLjPPq~+2aY8!UjAp+U^lH`+c)lZSJB~#>A0wEMPy+`1NZ0N$AJLcrK*;*0w2=
z>QkQv(X4eNQ{hqu&g;7;9weBbm_Ckq@Uq_EqA{uP*=S^Ug30vOCsI%KCdhD#tbzs-
zr@B#j#o>ysc0|kGCE>^9Gd6U;@mig4o{cAu#P`b*fX@JI4UC5$5W`M{k#@qb)1pj^
zOhkI^-yS~v%1!9VU<LN+1a~cd_ba<aCqbAk31l|BRKxud^$;`NozEKJU|;bz;Hhih
zqsD4kM@RLK#G$^hmdDRV6UOl`VCGpW^iunXKaSaLxu<{OHC)vG!SUk$i!E%i#*$OI
zLSe5L>&AXdO_g&pc08lvYpgYA<}gQm9iB*5r%AH#zJc{ll1~W<WO23j!HbLUM@j|5
zLMwE<$ArVrh3)`Z7(Om187kJHFK#N8MLgjYX)+#|e9(8@A;CpsMi=$wZo^e(^OUFF
zCxz*D?{JN0!lq!IoM`*uE^Lja4ri@M-t76M6L>kV`2dQOAcL=FB8NO{@640uBB;0l
zf&u=0#W-R5!-lILQBPD!%v~;h=$JRb;}bA*LdfHNT%+u@Xm%Yj;u}5hK?=QP*Re)H
zPx+kd^Bw1GF#2vNf_Y1?bNva_l4PytN!f+dGim*3jX;M5_Yn+HVPg9B5Q|go(3{Aj
zk3RKEQBpGtM5X6Chh9>lQB7h)J)UsN{-K|20!ygsBl~)K%m6>vaB1}oa-Do63IXcg
zGtm3c5rEh@u6I+<(IfMg73N&#$m?**=WqayMX`pz3wgHdkiH$E|5|X*vM<;Q8a8jg
zISg8Enei)hQRP(8Yu`u=Ej)fDvX|n_-O&Cl(}E}$Gc$yhmL0wzAIbO9-hMDV-^1jA
zPSqnSbT$<2Hno{)x!#FC=ACvec81%snF=v2lh15mzz9t;>!gRH7ubjo=3%y{q`>}g
zV({v)I2GEP5s6MdS}BMl%3x>4F`-!Qa>N3+GZoU!x}~bqUj-`0QX%(!=FKQ%aESBg
zZq}7?1=;Ag=)rUNN6`@g`90agNQHz>JLDi%c`qA;4!8jRbEj0zu$9bGY60hJi$*?N
zT#@b6(f|(%DNp>Rcc*GDUduY$(xXZgL|fm@y}in=pEipkbAMWzCw!PD>g=Rsp(lf`
zwa+em;F`iH1$QqgQ0~I0de>Qp+Sh?^B}nb;{Kw+3)omstv&Ef?tU$pDqe5=Yn|epk
zY?A^noHOg>OIyf@MvCmmVg_tYbvWbg5sWZd^La^4O{!_<9ClDz&V*&@gLJ)t6z(^*
zoS}Y4lS;MKoU%vliX2xr+w)E9@uMyvFB}z3`7BG4?7$A@VhMYTd$w{-f4Q{nwx%((
zOUpD%KR99sVdd>`pn*splBpC}>cC)#Iu5_p^z%S5D)?V}>~kC5(3R-I{NcsajYulw
zV&!8tm*`CVFxShkWkZ+Lj=zJxj3elwFQf~l8&|OspY+;m+nB!{3{x0Q&=cnZ%EFhN
z;zs;s%mdyTBuRbXeoVb0>%inkD)ez8c>n!u`nc>#fvv(sujE@NccK(Wgscv9yeDTw
zu42=*KglN-)MU4w2Pi7d?@yEH|4%<ZM@NCMZwJZ|L=gi+XEH;xyk2}2_r_a`KRZdh
zIE$&ZAaAgBU4n_hJlN*07C7-Wrtf9&I~hlr-N_lp!lb43s_U%8{xdV{*9xR<@3lKQ
zd|z}oI%^x8#@BPjJjts=o$pDlrEGM1N_hG)afK^?A7bgk@JZH9+I`Y4D?tGe&Pf}Q
zE37iWvv_+yO9oft8O3)tFlz#7t7B2|tgTzOgGa{A1fGF=4;sUlW<4u;Cd9K(szmn1
z&VK>k;F?3|BiM-56O$-L`SH$|&Tfwglye~gg*%?T7CMtUnc#E@tRrB_L<LV_$`hiq
ziDwBjVx_YmZmtveew^BtId(Xy#H+C%v0~0_F%nc4&O3{WA{(3@Li6^#I+Fj+sI^aT
z8&7b*W`PsBr5p+$Ae)1_2xQl{dmrIg$imrf>#zD~PhEv4C?jyu=7o1B<_Cc8L$Jd1
zo)|vU6!7K3f&1mp-oLK8EmeAszH65wOZ|W|vHPVJc_wZhw#DReMEzr7Df&BITBgI=
z;X_}v^szoz)fk244Q2P<f4Vw)>#ggptg~mki}5R~_O|V}25ohYWN^BBrMg>1c1O0C
zHq-Z{nY&9tISld1$(9T+j@QcwNYl{fFzK;}7VpYnDY`1d9McIkCG}Nov;uR^*18PF
z{jnq%S)NNgyT7f-dfuq=TKln@{hNK`vi)TY#YOse9xYj7OO8VrZ=P3KxH*_gMq-y*
ziAsrXgx~_QVfG$1D&%^iX*;_wuAj1W%nJS#OGzVc1jBrva<fXt5O_r@X4r?$6Aq?I
ziC=Sc>$Y!mIq5gP{|!f}G!@D{+2@0KMHn0}Hc*Ni4YApfNI4U_4~*#%_$B6%WV9p^
zN7DYd>40kcWh&%NXqJC_<5>~ULHB8UN1IPC@)wFHJ}u>d?A~zuz=NJwMZ`Q4_#I)y
z_0`+5XDx2kSgdyo_e_k{v{~o?0XLFRhlvW`dbSRDeiljn^p+K(*^m6R!qCylLP*dH
zzNO;HolCZ$x*nq6J|it8>Cn{C_Y;_{W?0k6z`farFZH4-rKZQX+cyx>a>RNLagC98
z`IXHQZMRc=;SLnR6#YJF={dnK)Q6I~XolYN9KVwBtV1VEV9sGB&i5trjT4H5lzN_}
z;&IcFmg%n9ge8yJY?y)gJj){I!)}XfV}2Zs>sn{khmzA{<{M0|9w;4Lu&uJ+Ih>jC
zd$sKUiA4H&+-SI3;@-TCX<tn<pu5vdv+q!z&<lL!K26}r;zSXQ&9UCVn}2;Kz>f-L
zCpj!@tQTaI-CVk`CWA&I3^??Gi2Ws^_bW8upQUTWyO&Gc60(6_)om$ZFTKmE!G{dI
zFw7~+(~1%z_AXTr4-u%)QYr{9JdP7E_wRSu*Rj#Ev@-c_Z%dW2`1+_*`tTPSmX*kr
z)5BHi@e^?&958CA2cL{3Dvlg<r$XiU=py+WS<1u%@3N$O^hk%=n8hD!*UL`fiCcG&
zkw>(wmrxIvXLf`a6x=SII?y*N(-O^Aa<H^|gHQC8#HU#z=Mwa?vAeghll!Sq-YG+i
zcDxLBFcXLjvtkbTEi9PYpu-R^yrba}H#|NVn)o52a?>&&Y8fEIXDb_!tHmeB>fyq;
zQD0?>PKr-v-yU7b+_0zdJ4Hrvc3sQy#Z52{56}?{hXyWrhi)7(l~$c`FiXjJ{OI~g
zfB&6EH5Bd2se=oz%Z-E!Nnn1W&H)Lk7RpOH9Bhx-6l|%V8@yVNS}=W}R_D)z_R(S1
zzg$}JfkRizVfM_dV6~GB(RD=LusU7iVUl^5|Eo0iOQ#(;;%@;B^y3KMeK~z~I$w9G
z%qxFzdZ16|TIsSUSq#irwdro~UdrS5g&IuG$3o%rdVa0`;NhkXfljyVUOtmyomOus
ze*0iD!)>)?$(8c3YA5^(R!XQFU=BF{us_nzb;lP^g=C)x!<$wP`Fz}lJ{Jq8!OY=r
zQ4bu*NXelIvNZbQs_^}UiwX{sdQSpuui9CL_KQu;wV5`oUNy|+bC|8GJ2}~tdnfy&
zrHAIpVs9U>nvoP%j(d4BdcrKKbgmy$XF7mlQc6rBDatpz#Khc3U)18*A}v8;dDd}L
z;<Q5>B3V2_g5KHnEGC)L<5edX=K<%S2h#@#_GT)>2LlJ_u_vVOcpfzhukkMaz;NQs
zr{k8FTnp+?#jS((UueP#1{L2%59VSBrcyeB4QEJt;lJ5$K%Y-t?kS3m%&u%-_U+iy
zcSD{P7XK}jzCl&&))`cbqqNOgv-|9gCcoL$zkaTFZ<U2jdMq&3g$6LP02}jPb5Z;k
z@^k&dLBnR^Bf6Bq)vidCxZVr)1BiGA-~&6*IoSZ?H)u-mSi@|Nae-$;pMgPSLIZS+
z3rW{69C26LQebD&X(uIl^-TM<YJgGM{k=8*AO9ZrY*5YD$OR_*ty>)Jy=oHtGiF}4
zGm|n!fjVyVD`>F7BC;GPcgfoXZxN3UEK~yW1jri_dp?-8`E-0r1ab5@Lc?b~nRjU@
zW@i6T9Bw6L@T(_4BxO0xGm;_?R+Bt_uy7Z*Gf4~X=!ukJtIavl&ADvIc5T^gs?Ay-
zH)KEEOi|n%Yq0-_%Q11^l2N31ydf$Yn`V8m%+(hXEHXTaweX-!gS8ootvS3sA+kpm
z4ODiw{GxIYHsr|YXiBuWaoX*1&xNLU8+S9az8Rg=agx<>R55C)q@1jtHg8wb5OT$(
zGDlK0eWoxC%w*mmGs0NHOdj&h#Zs@LGC>V*E9I9@$L#u;XHVLVbO@zU&Jw|v%2-Lc
zO5Qy9>9Xn2GtJZs<$nAm?R$@A+&7VrguXg9ariU0d064fcH+uxMLoU@Rp*Hr?oODP
z572gU7WW(y*Hz0l+9}~im%o6_3}fg@9A2<85c{XxnRgjJVriS$%9P)kR~F#5j!o!n
z`niyh5T71=#=x3HWtuR#TDufL$@H#ya3$=fQP*eaiorNJs{IR=%WLJ`(}Y*IP^p60
z+wV2!txu00j*MbbF}{yLJwp-fxQJUvu^g_?DY<A@5?%VHw3D9%v^1_vsTjwZ@*aBY
zdo{3v{7`+*N6v80Y1E4otAJah_QC_3Fgy#{l%#M?W8tNeN4d?ruT6hWuq!)kZ>BI2
z^uZaWB$DU#fyEN51{N~D#HD5W&g?oxAu>98jEEgB*pjqYad|ptmsT%(!sllaLm|hN
zv<ZsaD$k%&unK+0vkKla9l_~Y+DJ$><RDd@dm_Z&b@n{6T*^P_lLp297gpy#9rNF{
z!S&r+_eTI0SO<tzpvW;K(ZhnIp)c5lLL5aR4PSY^v?3Pf2Z-I(Tkrs$3vBH)-;S|1
z*0+Ri<JN1@M(Nq+!P+vKfzx3hq)wP_00Hv3|B+YG^lV(a_2>u>l>8IdpAi#JWP9P`
zQQOMF*ysebi7|o<P%!LuZ0){a=lFD95MO8FB}=$NH!)t^k0vTk0k3%}p@kB=1dw?f
zA58T2y>vx-zHO(_h$-92RcpGbs^qwJ%qyd$u5HE|s>y%JK}w(EXW!;yhkVpIZq*aP
zS}iP7rBR)y;&n%dz=P-@2HAF&2_G0Z)K(<&_H(;I8voIqP8u6i{EsvqKF#1SD$+%{
z82$>!8_owrhXvZX-+L&v{&?JpO|3O9!&}&L_hr|Z%6q(5UOso}QUr^(uTr(c>_c|X
zDGUa#$CUG4L?0W7PgATrgxI@O`f4f6q#3=XKN<ftomq&hvQhXteNW`eLA*QWJ*gi1
z(6wGTXs|mzWA2N;>9un^Y}0i1`qtN;H{N*S4nLz=X!q6~vzTr)8ELo_LTH&eLXvmK
zmvz6mhxu5=-yv4@AZ-iBGAwfC+T1|YffIBVsM9v5U=eiUsdKl2@>+fE`K_}MR#pqy
z#wYPZcE+zji1as1@CP3HBY@z$XYA)O0YAd+zgO_H??3VD_uT>UbDt#u{?SJG!K==&
z3fO!mQS*!6)Kc~9bM>-BfZ#-#%+kEll3y{>5O{n<yqWG!%4Q(O_HX_bMEakmTULB1
zxVwqei6CDFjEf$f4&6?LjsiDw%0Y)AJ6do6mW%9?dOjvE8YqAZxx;w2sS+@*f7Gyk
zMBV=){6t5masjAW0!Z%L-NNUU<JCpFwv;eLSaht|b{u$EG&aeEP1m{6z=NP{0bIBN
z1S5zSx@qF3bA}%-J$<faRxl|;g#sOSUGF@pT(56PddUY<p@QN@98t=38em=zQfGGD
zBl4P1CSuCvJklhHJDuu3$z4h!TM5;Fh(6<AjH^O~I?q~wO>H)-7RyIQNv2?jKD{e)
zp60hJnZ+#~V%48Mu^J90p*WO>Ffp^8B<PMQ<E`bZo37%E;ym7TjPZ7v<055R(hJ*Z
zeEvu;XM2v9gZ>I%!S4MZ-37Gs+((ckuzxcIQm#DPNYW!4b%%?S_qPsrKifGJyn*jt
zQBYX=`0B(dgRmT9?#$Hs@Fi`Ji>1VuVuF6@DV$-n-47y$5jut(X2M3WF?g1YO-~e(
zLglX_C9-WK+!Vy)uA0BZg%p<*Uvh&o<BtB{VnaXo-+pK5fjKOmOK*fC1K>2H2_&WY
z<<ni=YmqQ1695MKs)DT=Z^!ysA$w%h01WhB;b<v_g*=AE3?`bh4x4JSky*8fo-X}%
z-DW=Z?VI)9Xm;!qDZ9dvdAqcr>@&@NT{HEN>|r0%?sz}fMKu<ac?WPk9kmhP!zPBp
z!Y4s6%pUX!?{xtE`|gqt`z|eh{{2`dMdCzy3OZF6$s%^OC|UUK)7Zb;My1D;r0A=N
zuGzufFH!3kw7Kd){Koq<yRpS*ys5!0iQW>i4_-ySx5PE!v%GscV3wRAihgYg@zav}
z^Q+^h<=+PT7gpN4;LqK~X*PZOTs8Ejy`fbAK6b~~1-aTnT92)<(2);sMja;@#tM^d
z27_GWbNVU=PHK8RNQL)3UO-91Gf?<ZBK}3XIAKSu0$G0e6KmOwNt46*Gbhd|H^$|q
z$h;Gch3|uXHI51imL<ev9@yhaTEvIEJDhk`dQ{DQkF}K>)a*q)E8H9)a<jo?aUd2C
zp`8_pGPoB<W-VT5UJZNFgG?ZKz2@F7%lep7pK}uX)-b6|O@;D8cCKPch3Giz2eX!w
z!ly*oiIoB<uHYVi)qUks>qt9u9v@jc&5b{AaATv)>4S+M;vFN2vn1Wn&0RXoWY1a2
z7ut5lNxQ4A_FF6u_i>nO-(X8w62lka-tTyk#!TM$1!jG&_!7HOx70&3JY~m);>4J3
z9y?+Soi`>d?R#;3X5OJ0`zUo9z}f8Jgvdq^S{ubhycT?ZH{26okt*P{^~xhAdQ-lA
z4MmK0KmdG(TkW54MTAO|RDzwb3Ws)KW;}OEjGR>Bl4)0KI0`!tPGoktxxa&*$w!7c
z4eLe3t7h$=s~r6BapNl=A6cQYt0uj-l0Lso8w<?!iG8RH`Ly3HWYlWs=4r|pWXrK1
z_em@GKMlG;efM$yX&XZu0}u8=cwm4l#^SqzWuzSa8q0|$7;nbWtfb+DmDO)X(#<$7
zIon3(Dc#0ZYn$ZAn%tM73=7!>)mF<MTQ#z;a~3?3-<{|FdM}H%^gD)kWheRSG-K_-
zp|tCJKFCxzghZ~kJ4W<KW#0SC>R~p$IA5KZbAS<xq_B)cHAJ7IK2p8~3D&WRPfx^#
zuUcfzF^2F%B8Q9(ls3EcsF)S<^k33l-zj;mkmKnd5020U1R3D3HQ|P2m*SWNipdfP
z$pCs+Q(*UJESYx#MR;2!TtkI!IDyX6RJA7&a<+0$-OGNdc`@ccIcD2swhwXE`gGL-
z!a35alJSWx<J8T|kOqjnwb~21m%XNO+Vey`mw7Iw&X>W?K6fQdrsvS<Fy^_2z5Y|S
zkqmbCPI29b&M?=YdnAXur$3D}V=iD>7Wb>(-}7$%;q{z@kaL<!ZGH9OJHz;V)O++2
zg~&w;4h}?}!|*RW)!tF(<Z*CIGWo!3Ezy(d_4b}^P1ziVSE|F>4Vy8IXQKqu%DwXs
z9XMzh;5NgPxW4h@sV2Qf(fI4yQViHEsVHInLuH)`&iy_o1y3xnu*ke_X&p^y$Daqs
zKMWhNL=3*X`w}_GRXWu?c5-Toe^UNlLn3ONH)sU2mv{nZmn2!afiqU0b+|vsmoMdQ
zdHTMt`1P|7hU^9Ax;l=Hca8S*c?r**E`BB5<9g+_nz8dMt+b#?4abaH-_gSh`TUn`
z+_E<VnC4Fmxu&q4ItcUh+%}p4hKX#Mjf|@}Uq0CKVx<teueU1OY*nt4?$K;z;Q5I<
z{^vB)vs1dP|3pV({<&NG`|gIF0}eH=d0=SlkfcIefS1D;y?7LV9z&G4(m>{+A0o7n
zpV8t7g}Nwj_QW*va7a6NhnVQk=thtFXU58Cv@%Lb_~+xwS<@GdBe#_bdszCaSlWUZ
z&7=#QzPiI%l9JoC9Wq4$@s^A{dBO#MEmAN<D0Z7)nu%1&y1q^?4^JLw=Cujx?G4MZ
zr?$D*H`T_5+3qr``DD}3jnp+Z;5j#VJVH#)!d$Aa^TnBUWpxtE8SI-ILc;70j*J(y
z`sl73d2W*g9ly6T5P8E-iu7EHeg(kOQOiKL>KV~REy_7^k#9UMu1%vn2g&p5-aWm#
zBI$hP=oMuj%mv$b0B`#qo$%Mdpk$6)mQ3a{hn19dIiT}(m_3$RJ%#5ad#)e4g3#Sy
zp5^6n+vK->h@KlI3sb9>jLr5efRwy3dx@RP^z9FmWNLHVR^+PFanYOTx5hq{+oH)9
zQKV@}@0RDOGmx`Y3L(=P$DMXR!AWLSx*q)^Lbl8!4~gJYFT8r{8Cd9dYty9=$u^I0
z-tBR0kSEVfUhhJ7bp}Ib4)+ErWdJ624_`tc!L$`<WqsN!n_wbGt9h9R{D*pE%wozV
zuZ<8b#tb6d)HAMzw9hQ_MEK~knkbt<I$fLfdU^JN1JNLF4+zOn<oR~`)HGHZu%ZGZ
zA221Y2dyK);ndradwL+dgRyMf?e}Z>Tm*eqZR>l{LB;J6+opWo-=sTwsy6*oAK-UC
z-Jc8+#Huz>NK?b`1WR<xbpRdROiUp8U3XZv;$6)MD<tj$Gr8ZxK4iztC&KvL%91$d
z+2*HSX{=%x^66-7(2%YbDkH;_yF{{lhqF!d;o*pWZ7FUf&-kITo+hgjZoJ3UtW)OF
zO@4Mv45jgY)}20!b;h<4GSW-}Ir*cX(heIMNUG<0FWt)#*42f}<@MryY`X5Nf|V>o
z)5aXY%|D280up}hKy8vPlI^p3`S#7wVu4i&`vNGGAGwtZdF*=6muqErn9pXsPhB<r
zkoo#s)+_$^7<AWb<Q*HKOZDPa?K!OchDlb<_QQa@`-AaoAC&mULa-(ftcM?bzUgIn
zw<e3z2fi}q-W|M1V$xDT@q0W`!S&L;#g^WEQ`h1u+x=zPjWu8`V>R@b8}@iU&U!Zn
zt=?jfd$Z0tPJ0?(<yNWa@|W2Re6d+uus=d^euUxBq}!h+1p=nMhfa!}W>-GE2<<Z%
zkqDwkR%8%WUcxGGXUIDSN$i)+;i;%vZ_ka!66Y3r?y{m&!dOXC;mv4n{0YU_Yj}<-
zkzKr>o6iI{y<p#Y>Xb`LM9YJGe!myv__Bfb7E8iJUXn0TQ(I+dDP6LA%Vm2iw67BJ
zIWLLN6X<txBf=?4=;xJH9uR!IiUV7-9%#E4N_stT>vK9nd0o^wAI)KOM!EDk_}Q@U
zPxFu*`ZT@Cg0q7G=M?VG%1}ldbj)wF<qh5F!Dl9(NS`QK91JWhIKE8?)<#>H9MXkD
z03dlbG#pvV2#bHj6X}_$knnw=SDg*5;?8d%%XvCdA;=S)M;ycMq7&tj($>KZ8K1Wp
zrZ5w2*ikKZ4P?Rhgt!scmtp&`y>TeA@57rg=PdC6SM#hmsHU0^O`O5*j=4pJ7V$5#
z<|tGsm1uKP4yy@FJFendu2rekVi?i~(HSy|#F&;LocBcm9Lzoh4ziY0Hig|f(>5A%
z%$k1X9TmC|R>hlio|sqw)LsTO*|$iMEI2`UI7WporQD6fcAP_#1Mzq85920yTDG36
zb6y$45_fbD9aq9{2(TdY)`B)X9%5^%up9``vD+4T6#6@B&2XRI?VmHJ(eg;@@jf^J
zKa4`3$1hlyW5~QTy6yr1fQd|2L(N+U=%7CebAi*5#gi3{7(J_-huwq|CQRYYOGH;H
zWT0XVRF{)za!4MAxMO7K#;4h@DHw7%K2x!@opP&n6B@^Y9sKYmdg2=KMgey4ks^$C
zNQF5kiAR75!@I*;W3dCc>PKVYvtk&9B32$qeHf>-4-P&CrsRwcKL8<kcUpmFj$z1&
zwxH{0L#p@|P#Xg_Q=wCh*p;pL%=4%EKR%Vxjv192KRRYOpFKeEPN=ozNAYam2=Y9}
zuZUd%gMj9=_&~%J_)O*00iPU_vVpH&+3JGsn^vYUsi$CK*|0TW>)=ShT<l4J*@gj0
zX(f1qcTDXbbr3pxJD-ab{k0(bX*Nx}<hX#W>jH-JO(2V8?WTGi$&VPKYz!5;>R|&$
zZ=S4T6*;?uM)yHLH>Pzp`QTyyB_48u-iq~jph(Po5g3$~^DH{v7kj{|yT`O#me`lt
z10496VXqt@`M&neUEHbKP9L?`hsY+bCV*-IIQQ959lm({#sCx<Nh62{uxd>4(8UJw
zK??9TGWuZW46ypgMZ=e5UhK~BW#k6Dx0A+uuC?-yX*~gxP^1VOWx<<26ORU?HwGx6
zKk|b)mT*`wEf14EzrBHv9L*cVj(S5|DQBwq*5Nm97Y8Hx4!a_D9XmLHjt0lVH#ubi
zB56tZOq62p0uSGuGHr=~*0jW7&M!nK?0BvRmMBjf6B!IKref$Y6-rB`@$v(}1DMvy
z%es^3%@*%b%LeNXFeXd{gTVqbz#a*B^|=M;3GgP&t{z$I@TP>7f;6y7jso^wq;T`K
z-Wm+wl_o|Py;T<V<`bA*3`cj~%louarP$fkX#C&+>O8u3RuOovYy43(cEoNz(;?EY
zjGL6^M7^P{3Oq+Q?BN9HiJC+cDHdF0!7qfeFc5$wPy(==7YN|VJh3W9lEEfg%inN{
zMQ_$cwfu%6c&EOI%20fH*->X{J&JNqHgUFvEI8usnR^jNk&WD4>7zSUDTzr_Po%+n
z0fzBelM%vC&ahpt)Vi|GNTLG_4<{8Wb0BZPE<Go*=Di*^y)A&|c2^rLOFgi2Wo$im
z<BMHQcbRP};ulxamf8(ApV!q_WN>ESu18bs;A_0s3Vkm3<8gc8gIGC-k>!~Qu!ZIk
zJxS*7sp0BG3@1M3S&+b&{dT(!U_{#br1(Gd=g?Eg?exUP%%_S%!OV3y&S#GK!MqJ>
z*6vRprKt4w_3nLoNJ2kKyWx(I2+Ii5<DTE|=(Nq^52gn5&z;_B5`8|g=hNdXM=hBP
z$x^c^UurQILL?K);uXpqCl$qBjVNoD!2609b`um|CUB5#32KS6vM=7C%(^{ApH*lG
z$xZTYZa8J$F=;pkd!0C4a^#G&$h+dn0hpzQ6f)H#e;0m*<576aGI1lP)obfX(IDBX
z)}&VDEt&kJy3{BK>8Bj<t!E3z3vA=H8U2*{;^O>pdnwwQ*q9+lwR!rt*Dv!50ndWI
zbiOfo|B>`~?D5%1lRUAAtqD2CW>#fKZ?9Rr>#rbkJAd1zo{Ox0y)`0%ULz+nHU(mn
zW`%~Y0kd##?17u2Y*N{SR*iIRW_@M-aAz`fHP&k^r?Iev-C(N$KMz!9eawpX`YdqH
z#+zp!Go5;NA6n+Z2IU!(Y=z*0F*<`$o4e2{cM_%GjFLoVlGwGPY91@oSn$rE+-r2;
ze9m@r_Yh0Q=t+&7e5)>B)`BxWx*Vtc>J05=&<YXU&c|2nk3St2mVA*WKXGC4mHmgN
zdVbf(DX?9<dh)}EA~m~iQDp6ovjtYrtD`U$-eVnjBzYdJ0S~<Q<sG%@JdY`fFt5|a
z?VkE>-4oF<tJ|ye<#VwU+0T!mUfkuGGlQ_;T_QW`O$U0Im(I-w)%9iuemW4>p$k~7
zrk8Exk(dEr@$I`9l{n|v*odvhfpG#?8d>V>z}r4<-D>|!7SGr7Ns9W3jsgm}Gxt0K
zSNGrq&3ppH>NZHda`h|M6`>Rg;P+w&lQ7Jl;Y#7}VZj)?b7sy%i%AD=7!BUkIxUV`
z?93BMMo_G=HCp&%6y~Kp6kORC&N3hzS=I6jg6{W2z8w!n4SHEw!p=gj<6i6nq;%sQ
z<h+cT#Ti@r-zNM57GdB@^D`EOl$5RasMloMwY2Ac^TSB-t7pW40O<1#$n6f`*eN(2
z@WW(a90u<+K};gFI+o<sbgmajA)anJf3PDzgDw762ixHB`z3s@ckS6DMYn#Nk3F}q
z@{}1pJyOmeu|>fh9OE9HWSOztM&A)zVK+&qonF2Tk?vmhe4PPgVTJeb8qaN|EjGH@
zG<%KQwyy|`B3~VNjm&~*K!Hc;QceatkL}L1?7lMSt@s_}p)3x730%rOGtv?Np{o2y
z3ty(D5!VC>X7?oV^b$v^otFv;+L=`7<fKgE3HA-QyEm!7FpKPbaf%fl0w*XO=Azno
z)V-8f9aimw^Ir5wUM4H&6L-8+zIZRd(Oq6LZtgx$le0@hE(n>Nu$w(o&5P!!k|drT
z8e3kS;kBxK;C*jf^2A&&^HoO4oGpjux~%Ww4_eayDlG8l9&xEWZ~#M>v+!DX#U=;V
z)5m9cN|lcJZ`p4`X=kZtS>)+2?PP>Ly3wziQ_f-s9~^LbgmWj{TzZt!HrOj%ap6VT
z4Xb7QIVE<Vj@NpR^93Wdx)=5je&Hoz8bWwPqzF2BCkovwWJF|d8rvJaw-Akb=08)j
zR6HN2I5(&1a6eR*k^yfI<?h6m!5f2bTD2Y<OmyEVrluj7MT(h4O7APoqHGYWto3Xh
ziO=d#FVK4N{>uWA?C6Fj9BApq8$2{Mz3pn=8Rx<K+tZTEw+5Xha^Hk~%0LkgdiO>+
zOV&<^Jn^9^T)T1aO-d!>2QY*}s}gnb9IQYg*r}Q+6_ijN^k-pks>K7SJ5dwiy=M_P
zJqX(gHta`MhtUu2h1f)m<1ZHz!(C^dX&T=Fo9AQfY*Q&OnRmxhKNU*v;f2|;Bo~A;
zY4hCOZI36)vBFpa8Q*(`f4<CuyeR?JpuGztY6R}B&F&G=Mn7Z*v9&p;(4|RIPK)e&
zAJ<_8ivcN3lnT9u+jp>o0QY@l=df0y4{TKOWt+jq{{?=(muvb;pVUWbyc=`gLh%TI
z6KYOTAusy3hv-4^0m_4PJgw8w*s-FspfnIU4eq{?lq6n>38wT1B3bCf;t?0@;NyWu
zlT_&16D}Ino<LpU0xctk7HI0l7r58FI$`?KYyK&6!S1`*#^MpsM2#=ja}fW@Uy;m<
zf_GYgp~d%JdX|P-tAJG${Q#wmej^<{-z`ok9=QagQc0i?Rv#1$qC%eeEo5HBr4KU-
zQRvTtV3^&ExTb@-Z`nKuJ3$-(brtuX68h4LCOFcbc@q^ZW-5EkXg$JH9_1x-O`p;7
zSDnV+DISS|QAwmzGrjm-pk{ASbJkh{7W?Bj$bCv@k9(78SYP+-OY~qRreeLuyegVD
z2|IPcn2d+_36Hko*V^)kfE!JnV~bGlx@Q})An&88kE;;S18G%fgQ&34@ZP*H#$ZB9
zu(Lf7+~7Aie)HLCcnaAUynJL1?OBw5JQCD70QUkNla|o3GL-?igEoJyS3tGbJ1GqV
zb8ADANb<tAn1P9>^(uiFZa4z~Q*Bigc@v29qE#M*!ZyW~PLT_V!(W@m&3EX1>nBh}
zX~ej~2i(NrAy7dCy7cvE04m35t7IuC@c}#s+?AF6ZB9i2Rb%0O^dLWqs6d5gfSkVi
z+2gS93F08gIu_mwD%bs1d0qlh0W<RiJ(l~mGw*d#??v|X!Pn74cFh}nFb(Ihgo6XU
z-mb4H(Kr%#W6cuK%~7{WCqGl6>tA_D7D2gEyAjEGcEw+W3Z0kvt#q0}sm7{NoNroo
zC6barQ#XOaCHWHHBlrTlu1ZBG5f!u8Jb6!HOT~lrru>g}Z1<whFxn+1r)zRJOvaFr
zXO<pQz!W&QtRwDd7+}Uf#Fj3euj&Y3DVB??m+iGKdiKS7N1b95`rX#+)8RSKoB3H#
z-QYlS*`?nS0<e5nLEn7Pp6`#zKh*_s0QodFEXtzA#7@G!%}n)S?Bej9+63}N-Gu3L
zy$`Nd-E!t5D}x1ffvkTg*i;|)GF<ZMC9{sfL+yQiPZ~BzeKg$|Axj*X-9g^eu{7O%
z(&<fyV@KKWr;6Vmb_^R@eau-Ngpn(4vwlk{#QE7L(|w`#vw;Q0bjI(4e82FuEZgkV
zU8<wEN8cIfZGhP|hP2sDo)TS1;)fJ+?!FP=58Z`~eqN$&mVbowN?W47hP*RDd?m7L
zvET8f=KcE0qCVr(r-Q`JR6CS|f_(SixISkrk@RW*nfW&w*$IM`8TzNfq-8vtE!Xz0
zzgHH2`P;k~@UxBK<uU|kI00LOxG#Ql>DH{>E0n5}K$6!PuO|^g;dFTBPs`0P=PHKy
zN|E1-3f%#i?vyR?!5+Ok$Q6P++Tl}fSZ>@frpsL6;hQ4tUKZ06u?c|gjLgic8<PO^
z__H%YYd~#pS}HB%jt#^Gf5mtu24?mE%qBh-@>6p!`-PME_fF)^gFdF#o{S~x8EnT#
znq8b{R)x9=?qG?@J&LiQJgt)K)y<H4J9b6U`@`MF;MH<$aJNsq`V{7c1sTb?D|`U6
zkry?;Ar1~~O@oL+O-6Nl%mFb!^o+lELHvk9`4b{7Tv@;hUT6T|)ds%Ywr_{O%Rpd;
z^}V9!A7!NICM!qyvQHb>tXdgwzVmVv9E0R}NyDLyls_3iWmf0uhzCmSbo;RoYY>B&
zIAxj!pjz;A9SD}D8x65aoH90m6by6tMQ8~VZ{re7Or#LOIj_OXJObU;{<?3Imdap0
z4l0JGJKTWA)F4Ud80~GKkIm0x-Y%;qy>DHXUZ-SxIlHI%>)&h~8y|?r-${<*8fVg$
zCCL(NyqU>7Ae{Y@PtjE3{WtgTy3G_F*qt{KbFj6$`FUJG!_D<qoU6vvkz|K0wUT48
z@HKE&1XDKGgW`tYguJ|2bh0TpRrfMJ)(vv(b#WSY3w+e)E3V$)vN>zz-nDw8>vzP*
z21&MU;iI0=neNF3GLnADKW533Qdr(EsehsP{IgvHy&>$;?EIzAbUf;Bt4B8L#|I{h
zc297n@pZ8Tyv)tFEAXjcy8ExO_;<U>WE~S29y)v&u$=p_wZ_D1Z0DoexhD}0gLdJo
zKv>|f1G$wv8$-DSgnv%p0)pbKKAs{K-dVlP$B1?Ee-Hvpn|_{*!SSoH&=vy^m>WHK
zm;E7#_#s|TPdkTMHD$yGT^~VX+VSTSh%%4RLxb3j%2Y^?1;22O4I(cBSI4hb)-TS(
z|H_l{pQbN!z3(1DU%<N-Ury&IwhbMBA2jr7((4g@q=fG9z68>?J^T4W1PH51*o=nu
z2y{^~QDy?fi-dRKOXF{n49VNh^_dM_+C3|h+*o<ld)>#Ac(>>n=Od@~4DM7J^}#e2
zr^a(xtvD<K*DM2?k}szfMwqaqB*UVfo!+5p6}%zZaRW-7s+Y>8?@ql#pE>3-VK8m#
z(}B7O-rk0LuWv<31V^0?xmIubty@F{kM0R!{Gk50!)xF3%B5q>%>i2Htu<#2B8awQ
zm(^}P=CtssccYW}cgKV>2apmhesnDKF#6*GEJe1WxO#EtiRB8I1#y;S8eHa@cRrh<
zFf*luzSp2NoT#(N)rmT=@rw<e$G_X;UnsW`wPVl>%L0P8?SM`uNKd>;g^ut6MiPKO
z?+IC@lO-B}ov{EMMX*F)tm;X|u9|W};i2G+(f4qrzyC&jkM;O7bp0P6*)d^q58Mu3
zZ<2bLr!~C{YLc-~xRRFxZTsrU&0rkiNwysvJszQrTM8qNj99!M8R3noQVC`{;(eDG
zIHNEq-=y|IV25zK!OFf60k|0J*%Adaf)2*Rb!n~ut&6%g9_IU@-kUqvOT7fs$Uc5T
zKsNpUmNMM)n0MQX^x5DY4Et9dzF^4Q-b?>qd2b#M_1^xEk98sujgV!OWXl>M%V@J^
zCqh(`oe)XPkfN+fDA|te(xmKU>?5)hMs_W>%w!v8Ilq_AsdIPkQ@{K3Irshe-jDD1
z507^<@9F)1y<hL^b-k|Zc|EV|>H=Wh`RO;52W00w$*_be*NUYp+c$1+&z+C6Z*AXI
za{Mx;>aL97yX)Q%1f!Is0L~Pak#8Es9+Qsl3o$~EqTkvP4>~R=y5fDX#mL@trjoKg
z^4_WW{Js5dX8cv^73$X`g|O|gly>*I=o0T7%uaSc7I+SVRh0G@Zl$dJth(Rhnp=x~
zD|)cylK#9d&A0vD?j;7V0YOY=k<X##tl~jL3&e1AG1n0j<2}`Di3I;ue1H0;g{RH}
zbTug^t$&3yzym*gI{Rp+Q%s%SNto%66wKfLUb%Ix1GNo>H(LhWEO-+z&J2KVyVql}
ze$B3di_ED=HDMqis10B*&+0LPet7rCuKz8O`5Qp?L*l}hIPt%*Jbv`M1E=gGu3=rC
zvWnGHoM<m=ENXk<9#%S6Q}SpHpjH~QV;Pyj0!;$<+rCsw-dZhYdH&5O4Ni|}?54Ai
z810i%Z$DyVEgN%UZ^B@hiAp~I4j+YISYBsqXRuRlQJd{b(i=f-#H$M(g@Jo18Hz4@
zUM561Q$@;R1$+nYE5)>1mDxgZPxLO>T%K(VL}Ql~NEeZ9V@D`=YZd1(+iD!k%u7Ax
zTGph_)jUsne`88$l>Zt$$;hjN+KGYJ3L-mDyGzoe5IZ~qqxE#-{aSv7n5*i4ennpx
zo2<Mu!FS~VCLa|66fr&6|141#NB9lvq&>6djIZ5u+I7n3aAf{xhaPD-dg!T5QrUfS
zadk*=(QzKKtBHj#0XkV8MdkD#G$HyDm>bTDoaq(0e!bB8))1k_k$xviHfGzbjU?@l
zCiaKlU*>`9x-0Rq7}0I1%pGI|;og|k8om#hoM&GmnJktp$h<_<v@qEgF=xG{T{GC`
zmB^#cA1`~I%FO^}(j@;7l;5zMf8*yJBHWzhy<o0P5$^=;cKr%jIFP=n&xyKv(;*l=
z$wp-cT2+jOm=1KSJfPb<-GU&IKUJY`09)XPJqP}V+%k*R`>f=1`gI4#+MBvGA8RiI
zMWO(JY@%h{pQn_;<fkBdd@MU}v~E^o8z6K)^wAbRf9h>N#7*G{%TBQfZ}Em{J|l+g
zK)(02!<0KHw<Q>|6~z%&>dv;79#-mL9ptKa30E%jVF|r{>Gr$nb8<(npu>h6Qp^}_
zJ^)-dcD`?|j}osAN7d^hS)EY=>I`FA*QN-r(ITc3>gDvJpwQrS2nupGZddf&Haa>5
zay&7zA^BIx&C+W04q{@jH7|)rfM?<%v#KW#uB}Z&FtkP1E&~CIM~tjDrx$lcWp$Sh
zB%Q{y))1Z+<rJQu5+9cweb^~f85zc+z6Mccri@XF0YBC5CIWBN6^^@#g@<sh<+k8b
z^WsnSKW5@AznvNFeXeSHeNU9o%(<a4ueetEd(XON=<$d9Bx(s=!GWgu<z_A_8zD8S
z$|E<ot=q=hModR2j_LGiXvMyY!^grIA8e)I{&`#ctIsq}*0ONPWA;KtL471XYQs1$
z!VSH%HWELDQ<9%Q$lIa2B<2bcfpE|q#O9sk!Db^LkgdQbMMJj6kB4TxQRnq<z&2U+
zi@jV~4=GZdxcJ0dMdt01^EbLx;9Wa72Z)XJ>LP&AZ#@q6?`=D)Xx5kQBqf=9HkS97
zdU|*tzm}S;O*Snv1*8{;qQVf)C@w{cp5f-%k->>)JWA*>JEEYF{aO;?Dkahc1(q2E
zWyM={y}xHbbd$LnZeup0M<Wa~Hv6`#d^M^6UB}r)yZR+E=l%~=W*UMjs^1u;=U+&w
zZ*Aoy!@*)Rv4G=^*zSCwW=4X|fM5g#Nd4~))?XY^UwIDy<f8ph=lm-R&HJf=Sg9)L
z$icBMbS2*zlsuDa$zWcnb}qf}sMv{?Pb3@AO!NIDMIl!*wv{O;TW|`4DmM__EQ-s>
z;eifQ&zE1iC(!omB;-C5ui!I_laf&r>$T^}VCnVt(b3gp6%(a36;xwHYz}P7l9;ID
zwd$0+<l_hK__D2ixS{Y+=tx=gA@?26?!K_9s1Ngh^)@C{i0&EZM)T>3loJzil#_G@
z*tHPC;F=%h0Z8mYF$xk3@za)Jh@Dm^`F0}(9R%D?&_zmm%P?_w4y4e<JdU6OFvMwm
z7(KPL&`zM8p8U`}x=&wjZ5OFbweg7GJs$P>$E-*Bi?J?q2nRs#!A^56q!MVQZ(|sJ
z9s52F&Lnftjl9+LcY1$2I_8Pej934;WxD}ry&Z1XngWpCXJl!^o9P@S*R2gX_FpUy
zcYJVM?zQHg=@T_RHGv(~3(t4k1Qsw~k-lgW;Y5{8<QP>?|4^#gUb2WD0@WL+ObQ?e
z)s2g)LiBjy-&k)X>zo@VCw*mANYKvO{)#`}QcLd<iy7et@#13@Lgh$AwhFsFFc5#E
z)cu2G1{*QW>X=B-EE>E8D96{$K-A{0SX*^Pk%acXOFTRoY@e`HCesPZ_WJZ^79m`X
z#aRg4GkuizJozd|C+QCMSO&vd9o<W0h)vnd&~>C;647E=0yraK;5nm-u9MVwN0LOK
zQ|0b}!1%bwb0!lf=}rxk<U7csolPyHoOhs4wN|j#<wYl7B>2*^x7O2fZ?0_yiLp}H
z+U<b(L*7+bk0?{TWo^?F6<`q~|MB*-ewp3MVRB{bmOK)})``cvrzPxK44b-cjVTe;
zrlXHfb~RZu$#>YDy4$SE5oOQMW2kw0?upVqOi#}-?UBK!K6Z@Mv2?s4A{<jT9<t}^
z=aO`u*<$vbInw2A@1hPZ@;F(hDYd1gY9G|X2e7ibt`}0bK>=`wvv00r+eiesTW@s$
z*^}6gM@$*k!3D<23dF*k_H37`>x=#~d@@w7=qfpxcb1p6bSZbY)QS=%H_&!8JS=^+
zx;(QEWobMTcf(K@1J_M7f2#o~JwK>M`t^PMt)r>sA`FrTId|Ox4=8vHI-W#ev)`fO
z3aEEaNRVnwm)UfwI}sCkWa{{@5ZIOrZ49bk@5^8d244L)Bl6DylfMqI{wuoTpMI0e
z(Aojv-4l(Ga%p(#yiF)ngEJ4@8Azsuz10mt@r9s|G!rzvi4me2nxM>PvH3?}U*9_d
zQLQ@mfG6L1TWd4K9GPH~W8l)x5^-B1z=)oAPqy|(ew^2vTyySM88pxUE&e$xQ99*J
z<<>l}hyl?Z7NWTz8YW*^Kb7_>B+j^-KCabXnRDF#dQ$*8e07^|5XZYksiKGy(-Y17
zJln+U^6A-QhR|w-Z@MB5$}gaF5XIx<-PJaI&AA~MH^UNF*{lmVIPA<VYERhVjWbd`
zVI!>?q_%0L>G$XY1ONny2OJj?NG|>+c7PcE0$G&nRCTL+Ijk^amwKF!5G%uC1a+<X
z)kK0x;i&6|pyK|gZwW-d*`*DOXJk%FuDTMkQ$SKciYPlJ@sf2(=(VNYx~b@gi#>c<
z5!VZ))F2sGYd`pqw5g4l63+#6{stU&g-7!dFvT<n+^{(LjltrWDb-vdq7I9i#LPhX
zLBH5`%p^r(^A6=9K%PrLO~hK^*=J-W$`kn$_?bcbR~7wk8P+fN&8zOZnp>gbt#sfZ
zg&|<Qd7LP$wctxK_4l@m0MAjI4-E&ti3|o$iaxIC=rDRm@=VRVN#l~Jd*Sd&rA!k<
zoaUV*^#OilTHrOH3yi5lb`1B<UK(%2HXqqTJB~ZDmt=O`BHt-|DIUJ4sj_MDet;Sm
zl>1hpXhokTu2}O7>=$~!`sUqq`y$d`QJ2nlZLH))#1TzsO18GP3psaa=+g$yH@MGg
zz?`y$_)Lsww0a{RXnhW&lc(9iDRvZ>0u#6qyqn!(--W2dYXxL2<A;?SPITV9*gN&n
zWz+mhs`ilUEEX$TKv`}1y#<G(52TZhAp5S4IYd@9X1QKvJ>+3velGR7cktc(y`<2v
z4G4DmhLk1WRLSHcpK!WdL;LwnHa8X!1?xrjvKKp$+S-`o`r_hRr{h}dXG8mPW)5w*
zZQJns3<8*+!MdZb2e&DTWfTrym?!Cs?aK1no%H0?>y{BAH!p*08;D!*f)7xk+?8d9
ze$%Y0iT9ZHCYbm1B{-bp<`lZYygvKUs{;~vo)my=OlJXJp&bp%VcscGV1Hi^=7sMG
z_{-?B8O@;<;vFijMwgl^0aUmC6+%)W8&V!(+|jq;JJiL86jCX<VUOCq(#59^UGpr{
zhI3y$PmH<AvWJ><fK7%u)o?OoB-`jLM>|Ph;W7QCSs|wrBLH@mBvfAYtrySbmpc?S
z%{t+_Bps&8S~919Q|bt_y|-U4t?t)_%_vsyeaHj`1N+JQv$?SEm>NISCx6y2-+j&!
zSSk5pI+}T?^e1cwehl|yBIc$cQCx(azTN~t!Mtaby%Ct|Ou0G>{4Jp6K)@@WL`*}>
zi6d4{n9<<XexgF*UxU71u$u20$v}WD_0QRDTMzMP%E`BEw@AnqDLErQA!NQ8V)?d|
zegA5XhZP76xE!Rv0<K2eZ_gKC-hFiT%tvy6!>Q}W=OjVHtJBN+A`k9cGCh283iP$H
zdo57H1ucSD(hDT)<Kr_w=^-cHpcrtFAp&qAY3Nw?xXuLO67H{Z^6#d(t;08PQ}sf|
zNNAj?mIlWbx@77nc_c0d2e~yp&3QD*-Oh1!>an0q2D8~a_fm<y3hc*@7%`w_#S8hd
z@;Fgi!$TuQ*O%(0alF%7b^2ba`uOmsaw@#y7?Z2cL%Qh~xuXt?Ve}SV1FCYcS&aiI
zZ3GQsq9#qc*NRsfC*6=()w6MR4yO!!YEVL=0DeGA?ei|x!SVP&S0L)9)bYe=eS#{E
zcW&L^DEVDQPpN)KA6E}Uj3zYXArER;f$W++_8JnT64y72ojt|XSybsy^<U{=jL=$D
zBsfyHiQpY=OWb`XFp<87Y}X3kpQy@W${XH^sP=VUzPT>yx@<9pBC}hpwc%~NZHVe4
zx`gNo5@uMjcw;7jlI$sNn|dRes0X5Yi>@TiK;|kv^i8V#z!m){-uCiJFDAs|@pMTH
zC%O+4K8`<&z{MXA<Ap~gONR%#(z?@Hw;y-)mL2abaeD66qMM#AzaT>Q*<uR5FicpV
z6b40yPT@UXWXk!H%<uQ0DJvEp>R~n3uRI>Kuqsb5Q=gDQG?!tTlB$qeR;z}$yRE7y
z6f8`AT^+MI607~R?66vl>%e)+3(Q0ug3pm{IzFT1#g59sK*gCh#8^dnxJS@>Z?`hr
z%$_mfi+r)KQ8wm@Wp#ov;qV!Ywd3#wKnkOGBQ`R(XXsBV*{qyZv_33_jBEGSqAHt}
zvJr(4<X!X4-4AQ_=FQzLWZlzl^}IS(V7%J%gZV`fUU*9l!R`FgtdToNHM`;hfH1@1
za3dVfA~Mi$C%-}a8Lf|zHn%>IdE4;;r%J<P1CLcwDYvTGdJ+?E*>7m!)LiDK&oN7E
zX2w!?OcIS^a;B$tW6JqUDlml+a|b~b0i<SCHEX{idri6C3!pD44c%D!#WL^lh77XW
zD|AHFOe|rIlXCqic!ndC@D(Xv%uZt13{BU=YYrZmO%b}~A|hfUc^t2Ufe4~F&JMQ{
z>|gIe-?q20r`*3Mq&uHc$wT&+VX0=CF)Q0+`%8g=<dq?TspC=mb<f6ji*}$cmQ|&b
z*&QbWF&9tZ#r)%yw{1Q~qGsuQPv)cQEin@*DCYVyV$gQI(xdDjaR*Pg$$sn&dIVeH
z5+hfTRVWb%SGI`v2%<&}O_AOHitQr9`y<o?;Bp#y&}qBtWCRfHz0|iz5%#jmoY`c0
z{U}P=<^f*;!qN9-LB)1iw!n<KK_W|+#%R~jP3$l<MIK8vAe@idblA6S0L_^r_F)lt
z+b&$LnJHJWJc5lFAX|6dW8H*i!Evi3TCi!iR<{5HupE&^i>Iz4xN8NUaq||fxT*re
z?$wTpD-<Es06$75Q3y|}AAern7zqzoM2go`^}68`Ul4Ejo1BC~G|@L15LGln&n7Nl
zV!G}CaNE>wBzCGs?hG+@YWHJ?l1A6#xzC3Wu;G7&JO<lDD)K3CCuM*^@JL;O_^4<W
zQ>wV=AUV4D<Y4(8gZR7`?UJ2b5?)^K9TH{yO1#oBCA)c*#GYxbltYv2RJ_u{%fu(V
zl@?7~X@kZ>gH>qGbYl6%XjF>ljj@9Y+wP_(<`~?k5dr(NASWmy3(^Hl6MQr{LP8>}
zL^Bwl&s_Lr#<vjWH5N%@8xe=);rts73*XuFV%ID4odx$fU`JtX#m2ARJYerRsT;}<
zA{VF3lSOHTgLm^?K~Kz6neRP9Ok}`eP|8Uy>g@>3%STT2Y7)dF;PvI7fG(~R)G%`g
z5!&{k@DM%Hudi$x4a1q}%xg4d#%6y(H@<Ec--4n)4ubwI58DQ`#`?n=H@fUnr=(z&
zTA4@t>7>f*^#W^3-uR*h*Y*!D51cgnEldol1VF1<U`zJ0KE!T(QLpASD%pAL+DgXu
zk!H=sv4V{cy*DPh>F$UWX{U-axb@HW!DtXk#@x%eC$wz3R*){I=o77{OH#a&i$ruG
zxxi_po#_Vo1i&))>diW&%nedRPM(CQs3+{J=sIO4{}@19Zb!Y1kA+f$=4}Vh_LnT^
z<c{jov8GukVEeeA>f3oJWl0&rDvb_z**z!r5$p|U+*I}Q8=x9VK6w;A3uAYZA+`I>
z@!exegJ8n18dcJL=3w4fka--?w`(DYOM20Qr1M%<BvxU$1u-M!1K2wfk7|kQgh%F3
zl3sH_$;|5bbrqB%dN(Wb{)$(cllUh8>BoR9!s&v2-LD{#-(@#;YH{P9j}7|4#7d#@
zPOWFzmPxRC979>c9%==apJt-m`4Q6Z%!k~Sa{A~DR5F`rVi=*Ed5Ps*8Ye<kHtjcp
z0@%=;(XJksDzv*j_6Ng!_pd-KRu2Is_5w(Z+0bkv4z(yjI^{f>6I8zE@SQ6uA_U=%
zhJa~?eL_l&G9O?x4XAoaz#25s5qL<_MfRRPmr~RjoB38st#@kD(y=?sHvJIF50kU~
za$?W+E0Y$%FClzhEl2EQJu{ltEs8U6>7v{?s2hvdCer-o`u;LQ+t7@zJ|&7MoqfBU
zPZUdlpFrd0Y1OK*l=4vBL(OaGgY7d=Q;|g0UXqpyji5)1oR=LB5{D_bYm^?Uo_s-!
zZ2FWO_R>Ep+4gSi9mmVtSc$JJ??%1At4JAg5((hJ!YPlb2dI6BGE8i(7}>H`G5OYb
zICEx<P?)UmHp}Uw!3B?FAYG>M9S0V|;wa*LG7UhIBC`2zg=rTe<gUQFBkMwY6APhq
z*^&^;h5(Zwab~~wFd7BeXuCo7WoB_TYX4}*@y|31Ud^CdjPN<IN*??k#`zy1)EpTN
zeY3ayo0WD3m^Crvje|PVnC!#Bmy|kmD@Qs`rpcP@od#4_07};NzIcBWhY1C4nRqTa
zeXyC0#2ic61t$)!qg*a)te_`AwaEN^fUy)rHWaAJ1KpiuL5#(I`YNo=W;tF*gQFno
z(u4MrskAJ6SnR9@P%ZxibpE(}!QavXUrp?v9V_`w3!OAJjp*y*dUFdNHA}tAU>b@p
zJ#89uQVc0;q&yA#hrW}4kVv4tzsC=mGTkovtrWJsy?*+vstT(pB!21AL(|2BFU4w2
zKR}G2D_lS-EGS{BhX{J6>7ZLuxm$U_=}6x-_uZZ5jA9;>jWwU8eIvy=y>5I+ndYRN
z?aGJh7vAD-f#&A+jm*y4g@di=IO<Ls2f<?Dkz#`@Q=IQOi%Zg>w<9x98Cy4}Y`Q+s
zW;+U+hsIqjdBiP_N-_{Xk}UkoX}$8eGW(IwD{JVk*b(g7CNYS_>A%<ZY%(TFVVh5m
z)4L(sT+suMJjIyVvB$8W^_C}Qq`D4XY!^K4b2Q(--55CEmz=NB(`HDgdX>D}XFEEy
zGM!8nRTn3pA$({-3(UbeYWI(~=ety;<mfoW-DwHf7ZY(?$()a-uJDk&x;%h<;z%0g
zV>QH7f~j%5>42x96ky@Ycb--n%+!2*%eW3blui_6kyKnfG_`7*j*kKrAVvl!X*1OP
z(c@^M;;_9T&JK8*YX>XHPZwtuGT;MmjUFVud9qWBF>Rwo>}LF%n<ccgS;mzGE@C09
z?=xgM6%;RY)8+k!#OQB1L3Q7`Mn8dQ{`|YGPL#rbNa|vT_S4;u-!f<#IME$b3C=A-
zF@hIkRxS-}RtPaQeUq7u!p@2ET{^(ZfMP=6%``_zNU{N96=p{fi3nC_*kV|0ZuuMF
zPw>xTjrbY>|MvpTKNI|~=PrZ%X2APFF6&h0mw-*{UtxS(-Fhx-Ay}`9G=Ie2X#R47
zWgQg2av&Zjj8BCxtWRs#3X=B?WcQTnT{hBzY8@ZoH!#0D{pp#+Vjn!`IqD0Gv$94!
zP&Mu&`zTCoZS@(2xZ(H7$fkvN+#PxFMdG|R<F%FSb85U;6nmfp!L)g>_6RXNPrtw=
z>C?sJsmb!<uJc1Q-4F;}NW}C3i4?Chg+kK04_cX*PX^nU=W>!dK)w#8RSU?~J5aL&
z#C=zuj$!EM0W!IR0w=_)ORJ~t*$VjOKv%Oa9!R!KOEINs?U3A0|I2eP!#vX^v;P0J
z-27RN{_%749Zr7BJaQGJGhPLBi%_I8haIMlr|-fnh+;MkLF~_yr_<{TpKQN9NWM-%
z%!#Ih?;(M7{{TY&IdlU3k43EiETw<zv%k;SLjXffT$a@b{JguO62|@W4c+wn&rM+h
zFcafT8_J&C@Xg=QVi!=?PDFt;2;L$f{=RA_Hd33D5F3h~8t^yA;FI}c!6CuozSHXc
zf&z?;VopEE>HaF=|H~tcCB?MNXHg$855>fTUW(Exo3Rd%0T;I3qy^zQeh0I*%aC#)
z3{xY<s@413{^$q?T-~Og*?djZXRAFBGWDmls^0^)|BR!2!%)7l6Tanl{*QjVrA)pt
zYQ8V){%6j`S1!nw5%Jw!js7fdUp}9P(sA16cJX9vlURQN))c^x5(uFI{tj5GK8OUS
zBG*v$m|=KHQWS9Qj`e*BxI<89bbrxSkXz^E*L|rk5e#D0|0~nwUom&sG2G}$Q0F`u
z+@68v3qeT~D1qcX)Fn3BFHjijOB@ih#u57~L?<(Yt*hz}G5I!UUjwi|?%MXZmc$=-
z{P(K;B!uuugVE268H|HV;bh+RUm+qw(`=qQ5L?^pL=bWvyd2bL?=&zu#lPvs_#w7=
z@f<n`^HYPvr2dG?{FvKJd6^MgMVJ1)L;G^QFTKo*TC|E#+YoqjK2&3!`hnQZI{;VC
z>K<H2u95{&^`=^6H@Yd$vRrO*(J#QCgpf%;T}<8oDfYwPoB=+r5QEQi7me#y@()Ww
zOoX7Y1c&%om#0VnxwsoA31ojTQthdGw3?@>*+7+S#m(5!W1d7ozC!q-<P`oo@zN<I
zmtTKc9m>kg{CsF#p~l6j`-f>QvE1@=q6PoBivLIMz)#ndsFE_MYsN1W;D?@AqB7ql
zVLX@a%%HlB5i7}i?M7EpX#fTQ5^8UxXvZT#?!c~b>SKDOv8E{9M8QvH5AhX9{trml
z-;-KN?3?U@{PmM(phEJH+%y%lQx&tO3rbzUK@yXj=Fd-X2sbv*`%Z<ThdqgVmtuD{
zV9M;sLiegN2m+DUF371bKW)DS@&HDTke$&^M0SGV8RA}oPviLRK=o#i6_t-teU$9z
zuvPWfm8Pp%YxJm0j^<?o4jmeryxev3R|p4Lj1WG#mOzlMKNMMX=uCOc6qn6Tx{w6K
zqJ)Ds7EiUkuc`El8i3fd&hf^bVr03Rm7^@^rL){k4~lw-0kpgCBM=G`4yYBxN{j{y
zyh@<o|M=TFAt!bXQet+Ul7BpArS5Wep5C7LtL@1U-=D+)z7rSF_7rzdeT9Y};us-r
zSr-3!S!3rYchMqsz`OoJY@+@8vCa4qIuSg2xq*^T71knzuf-BDO+^1tn>QYxF4TeC
zAxQ~<s1fQUNJ2o0o*?_n5TGqZ{*yD7Hn(eZriRA#`h;4?ILw>-i3=R+u(b=1XUWoB
z?Ho!OTU|K7!~gZ)*D8<y9r7in@v7NSgY#qlL!aLgD}qzCxH->jLClO<yiVV}>_js&
zshub8EhlSaL@&8sP%VXfJ`Dx6IM4>h@i7T|jRL%kdb(+UcRROw9G#vLSD~8g-oJ6A
z8@kv<<|wB!D?=Av6~%_8b3Hv%!&&gUi1XD3=7r;>M(xMw`!iHLt0o;yKYV^(b6~}8
zm-FtiefW1Xifde62fMpGCa3)$IM~P$LWfqcIWmY2y-w^X_ewJ|oZ12$9g}phPZm>F
ztTaP?D3z1ZBUwG@vpAacnr=l)n^j>=HM5Be?(ShI-%piF{4qNejzR`!#_Q0;gM$k`
z1Vi21{)0x3>XXyP$LfQ4J9c`Sr_oE4k0z)mtes9JxguKwURG4})e8H2^}O`m28$&!
zopZUXG_-k4leYkI_~4~lZ;&2HN#cHo+(!gJ7NZ{qlxSdE^dd=Vjw?3Vv7#nAfvp&0
zBs6!zcSpn{q0&Hb7DbW>O(Mol7XJ$IQt_lJTR;~hNn(QSWG(y$DoYW-GpZn)7oW4P
zGP$jyA0D6-V=jIg=Ll59Qciq1S%4{1Tu8A-;GfqVMtl<X{1wvN4ekFW_@ndj<P9Gx
zFWZ`aJvd4J_8$U3!1no7&pXIHz(z~}@f|J=xY4z=6{yQb6mkgh{5%g}|0YbL$vhx6
zjc{d}WJhg-ub9*Tf=ehEpj2@2%GmoQy&6<N?M1s0x-~=i)hUZG4BpXw>((eYyI~nr
zhc3PgzPhUvWFX$BS$XsRv5&=TJNyvlxg7<D*@2qq-I@opbo@~Ib4M@|aL4*=G)NE3
zV9VJ`DG6-dx{M&I!vK$kufo7(re??SL#XGrm(>q!m49GN1XCL_v}wQZZrsq|>)f>_
zN*vbkPA$(gH4~gVD?&ajz3>o}iBN0+6R5CtfsgDfi=4|}P9%X7(v2wMp|Y(Dvn@uG
zglRzeBE?1oQU3QKzf-o1DP3l!f+1U@I!@tRL4w?u5#|B}={)rnYQ<C)AcUcMc2s2z
zxPe2yqCy~u0`Is(5<&Hx!egmBBvHh7x|lNPLJFux;18fr#xgMGt;t&oP-JbXy?`iV
zTSy<7atuS@ok3I$EB1;6F5HN2!myww-fT^fiATNt?8~tgk99P7mdR&`i=Z^B*q3Ug
zspa6k8KWBQsIOikCNF)N6L9^rGQ}%vL4fmY43I7^&SeDoFxNu*R=JF=XWM$*IU&*o
z<g0Um;~ZNp<bEH&p@)^CWFUYr!1#sjsk)9~sNco}tkJM$3dk$_nEh?qgVoboAMdLL
z+eKI-<v!R@BfkjC$d<57lFlPv4TCBQXz-Fd!B>%4LvW)R6Gl^zPy^N{5U*GYEPYD?
zwod+na2+4kj*7iwyCnf%p6NK<9H`zT@m`t;PU%r241r`hZ%I}!nE12Qw(#7h*suRR
z2ij*HcIfEk(q%`o0(zks#8Dcs`0?N7UY`2K?s*plhT7rvE5!J>_oTg%wyJ6(CNA+V
zALEJ{)*Zd7PmpNTMJ$MbJ76Uq41ll!qFDOYl;R#t6NUcfoL~j%IC4A050L-~%74Z}
z7m}8G#BaK9*4CQPI33%79xj~h_|PmJxtU_+_sAu@-2`>rOG@4HoWb@NSGZ>f%FqfM
z>?9BltG|kHGz{PLee;lnm`xIp8@PO0CGzII&SssDLzjgwBdTbFTsQJ4St!@>==4%l
zG;a%rYt^y(%7%N95M{LJ$+gbb3pNZqb4bD`eL5GcKFNjpCQXG>TzkkiP@iy}yU2)J
zzJ14VOlJ?<D{gK&uersj;tvtTer#+*QB8Zp#JMX1DPHEO;V$&Yf9j(5Q6c0i{jjI!
z0!-Yj4l<}k>lf~~kFb|=dbaa-JoJ12?5idBjhp{RquDK|<gb7H)#Ur;z-?`ff9*Pc
z3&4O4<y(c?-Lz)2rr4;df_$8d%Rw5W=ZpDynRQ1)XAQPp@2}&K6W0iRxtnI^)k3k}
z$B?uHHON+VtNb|;Zh1@QPuH4H7%=EgzqB|X<MfOPU`dZ*_rHaEn1tpd;%?X{-?Db@
zP`lkCN-J*DYpk*B;Oi&66*B<?;r&u}_c}HP_K4DA(}jXQcy`8Rog4S3`ZB<1WYW&}
zL|b#2+?qerZ?s#Ix3W{+UXQ;iEqA#9^l0z%5?p$dEVUo%q+kY$Vj1n0-|@PlPJwq+
zFXR>Q2yU6Z$`%o1)1}XhymNW_F?^Y5<Z(b`DLIRYUo>NnWKgDYRB^Mmhp^BRyfg3p
zy-1d_!9%F+0?tBdwhs#$BXk)qOxwIh+@|`n;Y6q#c}^LAQrFNirR){)#d)F`r$u6P
z)b!P!3Y$h_mkUaaRCZnayxBi?<w56kM6O<Zlo89LMUJ)orisqhg?oxlLe9u3DUIs9
z*H4+D`Z8YY;E~^9S^6GPB&084{~nQQ0jh0m-xal%kpQzglZ72aq%xj4inAOzwVZ4+
ztSrC%ZhBX|pd;vNqBC#i?Cr#RvZXR9q$)w=u4v<)+_bcQ#yYy*;L?(l7<CQ5_nFIC
z_9dk!cq?;^n7D3!QtmkB=+!+CAj)cDEV0rB8^uQTiDuZhhYooitHn9MARp#C4&UFJ
zz`u0&e-~}&ul-bd%lFA*x3Dhf?KL<K%Nq4w3*`p&wtjAi{m4N3cYZH^`6wrYD4?T%
z%)6?<JmN$<HO*&QP;pM&!M&g6yjP6az@BF<;<^yACzaf}CKrw9Iky7?t4Sb%{T$$T
zc;CpxDk;bc`sV4p0u|YQPln6p{-d7r|1l#H@#_E;!gK)CsQAv|_&Ub_Q^#Bh_ne+%
zw7oBNDqZgGzmmJOma+X}i2i6Aq#(P?MZYCj_$nv+g#a%A_Q8N${iD<IU+{0#56dt9
zXAqCS=a2rkj0y3dp~L?KBlvH5^1m|<#8>j~{|LMNCk*oYEq_ZFY}p9k+Xq`p>f2qu
zZ0ld3<nMm`)h5`|^nVx?->&{0hwt0fzy0{H)Zq7b{C0uAqprT1KVL1HZ^v)!!@nBH
z|BK&kO}^m_yuI6q9%fc+!H;5oxEC^!c3F1Qh(T9;zDa3CO*{btGrJ+D)mJJ*8?e;`
z7Q`TRX;hix+v++XCr|3Uc=H&TgLk#k(m(vpBSQUmK_~wO3PP=L4N2TP6^rAY8jHlo
zHYn-6v~rI=Bqlr3@c7CLbwrp_y~l8in#5}3l-8m$Nd;ApP`HL<rnc3x_K}ZHxr<QX
zrwIq1sA63cxUU?0;3rNwrt0-LFyk<j06^jCFIM*zp<G?tU31MVtMH2peh!_8K;be}
z(p$|Kt-fB20#eYqR<O6m^U17$)akP(xK000P3hOWEY1t6Emubcu!d$skd;I(Dl<Pm
zd@ZFvlW0xy^ykt(aw#+LcIiuHTd{+-$4mLk549EK7G^!%4oK!!L}`#$m*k5WR-9JA
z21mXB6{1yr+jiFCrjJ6_&0x5vz=d;JkNo$0Kxif2DcsyuHy;C`C_x2A=hx@}5lpJ2
z>n4ImReEYHP|sm9er;l7+3ecx+jOB_J9zEYZ~A4hC1Nh1hB~E3=>4k(R5j$cr?ZV%
zzw)eQ-*4LCebG#ZH{ia0E90@^#-K47r1W47{}h77KXa+x>RndiX3?$o;Vw6e^*gF=
z#_>*bN4cl*=x)pq+PMD;YB+Z-q<`hro;UADPV~MDv+NwyidlTf!|lx+cULQ5vt64Y
zy+9!F$YY3Nb}^m@Eo|`bQ%uj`dmPS4ll5FUBzStIYRxKR9EEZQI=zG;fu<xAWIgD?
zjKS+QAUFbbiYU2f2D5js<1BA7JbTo-{My#Z?_jG8x4RLmS6mdCKGBr>b%+5M&-7p}
zpl3XV^Qs=5Vv9mNvuH%Yh&cSKJYqZ+S5kgeGJQ3P<v5?fs}%7Vm?-4jh1w-z;Zs{=
zCk7@7dSgowBPZDCi4u*)RwHly9nC_Lr&jmKJEv{bz7lhmVzlJEyCX|>Bad!_N~FWX
zL3Xc2lVvRrQR@90+?us(WX8I~8=1sn9=ikbKKHn`V{IHcr{-CwZz*rGEjJ_AsqJ<<
z17#;L01RkGF@vUmY6hJjCR<99s-DQ=8u{XwOzK`o!k#|r*?0dr1HIG$PAh;s(_1Tn
z?6xai$D-&zRyCKUPo;X`7WefnIF^)`mpt%TJ|lHPVyDxyo2`0|=agnO;C#X<aSb94
z;zixlvCAWP@`KqByS}Rp(R$4&9#x;GWH#b7VS8PgO!v~t;xR`2(@3|;m5p<E9_~oF
zfs?^FI*>XfF3YKVVVCz_&h^5Li;|V5$rDD<QB3jpf~hk}-}y-H9rD?!i};v0&+E=v
zmZLh*6ln#CMpCuIMjs2K+%;008n#715pVDkzus~rH$>HtYj~AkV9r(LK^Lz>NSn+D
zzKdRq5tJqZW?>NR41W>c&~-zAi?DP{l_&4xP5)fW@H72yI%i8&UZUx)xjfMw$^Fz5
zqjI748o;3o$#Ui8#DvK%9NqEcw#_bVvX$CE=R?7Y7eNNC2Q4&t80j>}_d@eO^ag`w
zv`<iuk)Ffp*eb&tMGBe&gC^YzzM&G0GcZM$CTxkyjMP{q&kE<~w$#$i>mVj+aVpRc
zkM<;HmKXy(N(U7C3DMxVhFrPk%Mbfk*-)EXbfgOP`{y=)SL(l!OTGpz|8F}AstHYM
zHH~uy!inKoWPLoyigp;dVtuQk+^6lGzj$L*;Zt+0?|v`47q*hslwj0E#_M$UK&>e+
zeB{)QCRa*M(shP}*BLaJz#OG45$+xDHD?%>VR6Z10lq7Raii>mpFheHji8_4x767I
zu%wK!ul|S>_a{xk;G7Dn@*6mhq^u`$8ji-5+izz*WbNx(5;lk4i|)lpBAhWei55gD
zTl47gDQr~2dDq})R=AcXtgEX)V4hJ52iN{$?CXV&kQ6qi<!-(hS&&9MJ;=!`7$}p$
z=0<cNkeV>t)#1eP$+1WWS1;G;YEd_|@T1qu7qt0Wi<mTxm_$<R!=SnZlg3NdpFbkH
zV6Bs@S-y46kRYZaWH<5vfo)-Za%uR@`_5i9>Bi*f&TNJ@M$++DzIWS(FFdk9NWs`+
zN>{v5^~ZeOO|^U95sUH54Yh{}yCXdk%dFlPxh(m<J4wy6VYnRsfV7(~qf1$2`MxY4
zvzPl&mkVT_jfUD?iy*oa$`G-&J9qmfzrE@+x?wz$c?Lvm895pR^$UvSs-*^6y1gp|
z_pIp~uC={^HjnQJbRpVLEV22ESmNK_JB4^IIVx0h&&^X&yz?q;^?insU@W)lU^DF9
z1yK5Zb(aoUbBX?ubyRT_7g>_%J1Nc5g?s@rL3mZpoJh*Ka_)HB#j&`seTI_TSlX(e
zGfFJGHsbKzfhQfNprsLbD;w-(_xGdkblF3%d6pEqyPbb_6zgSq=`<n$g!f%Qu`P5n
zqC}**$a-o#s+ZeyHT)RC`qR#)IL+eyUW^Cp&DpgM2I>1*VHV+2?w)IIeW**(c7`v~
z^?Fv%C|FDM7Omx_Ih^0G@oD&7vG>q$Di*Dw?w~p3W8l1<#R!U__5ckXfpC`Qnx)DS
z9HNV&TT-)d&f5|nHOQY1zU4Re`f3@{4Wt!z-T#e62><`5d>P4k>6kPJzwM@vWGgaU
z^UV*2Tr|HXjO7=l8Pj?x7`(0kc@Q6E{;pFwW7{d^Me{7(o;=~YMGc;QvzZAqSU2zw
zeq10w$$2Fg@LR361+#QBdbDJ<C>4oBT_{k3%ycsZ{M6#gKbFta3=GFJ#?`sHcTePo
zXu$A6qV+3<wR)yxj0>cze&sQ=w`k+aVkF2kD@;49Xm7+|b0MM_8{pBLu`NtY{4_Je
z$!{k8cfrIT1RVk0GVXAE#J%KaoF5BeCbYG(y0WH(u}n8d?hHm?(Eip7Acaw@_mKgV
z4%WRRGwU~6w}wm<pNUC4s2m1~+oj-ezOFUzm&-~D?tJzz8oO7tnNAUeJ{&rc)7Bth
z6{P%_-ON*>O*YVk<OI9_Z1R4O!qI*?il2;n)|#<xc3w!dF8lNBlWHegL*;_Q7e>Ey
h^w2K;!~^4Q>)uLd`XlgadL!P{h#^3{8EE_A{|}SgDXjni

literal 0
HcmV?d00001


From a453c823db695dcfd0856e2818779a989a32a750 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Thu, 21 Aug 2025 04:03:38 +0000
Subject: [PATCH 04/16] =?UTF-8?q?feat:=20:sparkles:=20add=20content=20and?=
 =?UTF-8?q?=20resources=20for=20Sesi=C3=B3n=2012=20on=20best=20practices,?=
 =?UTF-8?q?=20typing,=20and=20documentation?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion12/Readme.md                | 588 ++++++++++++++++++++++
 content/sesion12/img/annotation_01.png    | Bin 0 -> 42311 bytes
 content/sesion12/img/annotation_02.png    | Bin 0 -> 39015 bytes
 content/sesion12/img/annotation_03.png    | Bin 0 -> 47070 bytes
 content/sesion12/img/annotation_04.png    | Bin 0 -> 18314 bytes
 content/sesion12/img/annotation_05.png    | Bin 0 -> 19861 bytes
 content/sesion12/img/annotation_06.png    | Bin 0 -> 32737 bytes
 content/sesion12/img/annotation_07.png    | Bin 0 -> 44324 bytes
 content/sesion12/img/documentation_01.png | Bin 0 -> 36009 bytes
 content/sesion12/img/documentation_02.png | Bin 0 -> 36975 bytes
 content/sesion12/img/documentation_03.png | Bin 0 -> 51862 bytes
 content/sesion12/img/documentation_04.png | Bin 0 -> 54817 bytes
 content/sesion12/img/documentation_05.png | Bin 0 -> 74347 bytes
 content/sesion12/img/documentation_06.png | Bin 0 -> 86630 bytes
 content/sesion12/img/documentation_07.png | Bin 0 -> 69950 bytes
 content/sesion12/index.html               |  62 +++
 index.html                                |  15 +
 17 files changed, 665 insertions(+)
 create mode 100644 content/sesion12/Readme.md
 create mode 100644 content/sesion12/img/annotation_01.png
 create mode 100644 content/sesion12/img/annotation_02.png
 create mode 100644 content/sesion12/img/annotation_03.png
 create mode 100644 content/sesion12/img/annotation_04.png
 create mode 100644 content/sesion12/img/annotation_05.png
 create mode 100644 content/sesion12/img/annotation_06.png
 create mode 100644 content/sesion12/img/annotation_07.png
 create mode 100644 content/sesion12/img/documentation_01.png
 create mode 100644 content/sesion12/img/documentation_02.png
 create mode 100644 content/sesion12/img/documentation_03.png
 create mode 100644 content/sesion12/img/documentation_04.png
 create mode 100644 content/sesion12/img/documentation_05.png
 create mode 100644 content/sesion12/img/documentation_06.png
 create mode 100644 content/sesion12/img/documentation_07.png
 create mode 100644 content/sesion12/index.html

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
new file mode 100644
index 0000000..2b11c59
--- /dev/null
+++ b/content/sesion12/Readme.md
@@ -0,0 +1,588 @@
+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+![Python La paz](../Logo.png) <!-- .element  hidden="true" -->
+
+<br>
+<br>
+<br>
+
+### Sesión  12
+#### Buenas prácticas
+#### Anotaciones, Documentación y Principios
+
+---
+
+#### VS Code
+
+Abrimos el proyecto del Study Group
+
+```bash
+code psg-oop-2025
+```
+
+Creamos una carpeta llamada `sesion12` dentro del proyecto
+
+```bash
+mkdir sesion12
+cd sesion12
+```
+
+Aquí guardaremos los ejemplos de la sesión
+
+
+---
+
+Python es uno de los lenguajes más populares y entre sus características
+se encuentra la facilidad para escribir código.
+
+El tipado dinámico de Python permite a los desarrolladores escribir código
+rápido y flexible
+
+---
+Pero esto también puede llevar a errores difíciles de detectar
+si no se tiene cuidado.
+
+---
+Una variable puede cambiar de tipo en cualquier momento, lo que puede causar
+errores en tiempo de ejecución.
+
+Desde la terminal interactiva de Python:
+
+```python
+def sumar(a, b):
+    return a + b
+x = 5  # x es un entero
+y = 10  # y es un entero
+print(sumar(x, y))  # Funciona correctamente
+x = "5"  # x ahora es una cadena
+print(sumar(x, y))  # Error en tiempo de ejecución: TypeError
+```
+
+```text
+15
+ERROR!
+Traceback (most recent call last):
+  File "<main.py>", line 4, in <module>
+  File "<main.py>", line 2, in sumar
+TypeError: unsupported operand type(s) for +: 'int' and 'str'
+```
+
+---
+Este tipo de errores puede ser difícil de detectar y corregir,
+especialmente en proyectos grandes.
+
+Para lo cual, en Python se ha introducido el concepto de "anotaciones de tipo"
+
+---
+
+#### Anotaciones
+
+Python desde su versión 3.6 introdujo el concepto de "anotaciones de tipo"
+que permiten a los desarrolladores especificar el tipo de datos esperado
+para:
+
+- Variables
+- Parámetros de funciones
+- Valores de retorno de funciones
+- Atributos de clases
+
+---
+
+Esto ayuda a mejorar la legibilidad del código y a detectar errores
+antes de que se ejecuten.
+
+Además, los editores de código y herramientas de análisis estático
+pueden utilizar estas anotaciones para proporcionar sugerencias y advertencias.
+
+![Anotaciones de tipo](./img/annotation_01.png) <!-- .element width="50%"-->
+
+---
+
+Crearemos un archivo llamado `anotaciones.py` en la carpeta `sesion12`
+
+```bash
+touch anotaciones.py
+```
+
+---
+
+#### Anotaciones en variables
+
+Las anotaciones de tipo en variables se utilizan para indicar el tipo de datos
+que se espera que contenga una variable.
+
+```python
+edad: int = 30  
+nombre: str = "Jhon" 
+altura: float = 1.75
+activo: bool = True
+print(type(edad))  # <class 'int'>
+print(type(nombre))  # <class 'str'>
+print(type(altura))  # <class 'float'>
+print(type(activo))  # <class 'bool'>
+```
+
+Estas anotaciones no afectan el comportamiento del código,
+pero proporcionan información adicional para los desarrolladores
+
+---
+
+De esta manera, podemos ver que la variable `edad` es un entero,
+`nombre` es una cadena, `altura` es un flotante y `activo` es un booleano.
+
+Esto ayuda a los desarrolladores a entender mejor el código
+y a detectar errores antes de que se ejecuten.
+
+---
+
+#### Anotaciones en variables
+
+También se pueden utilizar anotaciones de tipo para estructuras de datos donde
+se incluyen los tipos de los elementos que contienen
+
+En el caso de listas se utiliza la sintaxis `list[tipo]`:
+Donde `tipo` es el tipo de los elementos que contiene la lista.
+
+---
+
+En el caso de diccionarios se utiliza la sintaxis `dict[clave_tipo, valor_tipo]`:
+Donde `clave_tipo` es el tipo de las claves y `valor_tipo` es el tipo de los valores.
+
+En el caso de tuplas se utiliza la sintaxis `tuple[tipo1, tipo2, ...]`:
+Donde `tipo1`, `tipo2`, etc. son los tipos de los elementos que contiene la tupla.
+
+
+---
+
+```python
+numeros: list[int] = []
+nombres: dict[str, str] = {}  
+tuplas: tuple[int, str] = ()
+print(type(numeros))  # <class 'list'>
+print(type(nombres))  # <class 'dict'>
+print(type(tuplas))  # <class 'tuple'>
+```
+
+- `numeros`: lista de enteros
+- `nombres`: diccionario con claves y valores de tipo cadena
+- `tuplas` : tuplas de enteros y cadenas
+
+---
+
+Sin anotaciones:
+
+![Sin anotaciones](./img/annotation_02.png) <!-- .element width="50%"-->
+
+Con anotaciones:
+
+![Con anotaciones](./img/annotation_03.png) <!-- .element width="50%"-->
+
+---
+
+#### Anotaciones en funciones
+
+Se utilizan para indicar los tipos de datos que se espera que contengan los parámetros 
+y el tipo de dato que se espera que retorne
+
+Los parámetros de una función se anotan utilizando la sintaxis `parametro: tipo`
+y el valor de retorno se anota utilizando la sintaxis `-> tipo` 
+
+El tipo de retorno se coloca antes de los dos puntos `:`
+
+---
+
+Por ejemplo, si tenemos una función que suma dos números enteros
+
+```python
+def sumar(a: int, b: int) -> int:
+    return a + b
+```
+
+En este ejemplo, la función `sumar` espera dos parámetros de tipo entero
+y retorna un valor de tipo entero.
+
+---
+
+Sin anotaciones:
+
+![Sin anotaciones](./img/annotation_04.png) <!-- .element width="40%"-->
+
+Con anotaciones:
+
+![Con anotaciones](./img/annotation_05.png) <!-- .element width="40%"-->
+
+---
+
+#### Anotaciones en funciones
+
+También se pueden utilizar anotaciones de tipo para funciones que aceptan
+parámetros de tipo genérico, como listas o diccionarios.
+
+Por ejemplo, si tenemos una función que recibe una lista de enteros y 
+retorna una lista de cuadrados de esos enteros
+
+```python
+def cuadrados(numeros: list[int]) -> list[int]:
+    return [n ** 2 for n in numeros]
+numeros = cuadrados([2,4,6])
+print (numeros)
+```
+
+---
+
+Las anotaciones nos ayudan a saber que la variable `numeros` es una lista de enteros
+
+![Con anotaciones](./img/annotation_06.png) <!-- .element width="60%"-->
+
+---
+
+#### Anotaciones en clases
+
+Las anotaciones de tipo también se pueden utilizar en clases para indicar
+los tipos de datos de los atributos de una clase.
+
+Por ejemplo, si tenemos una clase `Persona` con atributos de clase `especie`
+y atributos de instancia `nombre` y `edad`
+
+---
+
+```python
+class Persona:
+    especie: str = "Humano"
+    def __init__(self, nombre: str, edad: int):
+        self.nombre: str = nombre
+        self.edad: int = edad
+```
+
+
+La clase `Persona` tiene un atributo de clase `especie` de tipo cadena
+con el valor por defecto "Humano"
+
+Atributos de instancia `nombre` y `edad` de tipo cadena e entero
+
+---
+
+Con anotaciones:
+
+![Con anotaciones](./img/annotation_07.png) <!-- .element width="50%"-->
+
+
+---
+
+Existe otro estilo de anotaciones usado mayormente en versiones anteriores a Python 3.8
+
+utilizando el módulo `typing` y las clases `List`, `Dict`, `Tuple`, etc.
+
+
+---
+
+Por ejemplo, si tenemos una función que recibe una lista de enteros y retorna una lista de enteros
+
+```python
+from typing import List
+def cuadrados(numeros: List[int]) -> List[int]:
+    return [n ** 2 for n in numeros]
+numeros = cuadrados([2, 4, 6])
+print(numeros)
+```
+
+Actualmente, este estilo es menos común y se recomienda utilizar las anotaciones
+directamente sin importar el módulo `typing`
+
+---
+
+Es importante recordar que las anotaciones de tipo en Python son opcionales
+y no afectan el comportamiento del código en tiempo de ejecución.
+
+---
+
+Pero no es suficiente, también es importante documentar el código
+para que se pueda entender fácilmente su propósito y funcionamiento.
+
+---
+
+#### Documentación
+
+La documentación es una parte esencial del desarrollo de software
+ya que ayuda a los desarrolladores a entender el propósito y funcionamiento del código.
+
+En las clases podemos utilizar cadenas de documentación (docstrings)
+para documentar el propósito de la clase, sus atributos y métodos.
+
+---
+
+La documentación se coloca entre comillas triples `"""` justo después de la definición de la clase
+o del método.
+
+Los editores de código y herramientas de análisis estático pueden utilizar
+estas cadenas de documentación para proporcionar sugerencias de autocompletado y advertencias.
+
+---
+Creamos un archivo llamado `documentacion.py` en la carpeta `sesion12`
+
+```bash
+touch documentacion.py
+```
+
+---
+
+#### Documentación en clases
+
+Por ejemplo, si tenemos una clase `Persona` con un atributo `nombre` y un método `saludar`
+
+```python
+Sin documentación:
+
+class Persona:
+    def __init__(self, nombre: str):
+        self.nombre: str = nombre
+    def saludar(self):
+        print(f"Hola, mi nombre es {self.nombre}")
+jhon = Persona("Jhon")
+jhon.saludar()
+```
+
+
+![Sin documentación I](./img/documentation_01.png) <!-- .element width="35%"-->
+![Sin documentación II](./img/documentation_02.png) <!-- .element width="35%"-->
+
+---
+
+Con documentación:
+
+```python
+class Persona:
+    """Clase que representa a una persona."""
+    def __init__(self, nombre: str):
+        """Inicializa una nueva instancia de la clase Persona.
+        
+        Args:
+            nombre (str): El nombre de la persona.
+        """
+        self.nombre: str = nombre
+
+    def saludar(self):
+        """Imprime un saludo con el nombre de la persona."""
+        print(f"Hola, mi nombre es {self.nombre}")
+jhon = Persona("Jhon")
+jhon.saludar()
+```
+
+---
+
+![Con documentación I](./img/documentation_03.png) <!-- .element width="50%"-->
+
+![Con documentación II](./img/documentation_04.png) <!-- .element width="50%"-->
+
+---
+
+Existen diferentes convenciones para escribir documentación en Python 
+la [PEP 257](https://peps.python.org/pep-0257/) establece la base para las cadenas de documentación
+
+Existen diferentes estilos de documentación, como el estilo Google, NumPy y reStructuredText (reST)
+
+Donde cada uno tiene su propia sintaxis y convenciones
+
+---
+
+| Estilo                  | Uso típico                                   |
+| ----------------------- | -------------------------------------------- |
+| Google                  | Documentación de proyectos y bibliotecas     |
+| NumPy                   | Documentación científica y técnica           |
+| reStructuredText (reST) | Documentación profesional, grandes proyectos |
+
+
+---
+
+| Estilo | Ventajas                    | Desventajas                                      |
+| ------ | --------------------------- | ------------------------------------------------ |
+| Google | Fácil de leer y escribir    | Menos detallado para proyectos complejos         |
+| NumPy  | Estructurado y detallado    | Puede ser más difícil de leer para principiantes |
+| reST   | Muy detallado y profesional | Más complejo de escribir menos amigable          |
+
+---
+
+| Estilo | Legibilidad                                                                       |
+| ------ | --------------------------------------------------------------------------------- |
+| Google | Claro y conciso, fácil  para humanos                                              |
+| NumPy  | Muy estructurado, detallado, generado por herramientas                            |
+| reST   | Muy detallado, profesional, orientado a herramientas de documentación como Sphinx |
+
+
+---
+
+#### Estilo Google
+
+Para documentar una función o método, se utiliza la siguiente sintaxis:
+
+```python
+def fibonacci(n: int) -> str:
+    """Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
+
+    Args:
+        n (int): El índice del número de Fibonacci a calcular.
+
+    Returns:
+        str: La secuencia de Fibonacci hasta el n-ésimo número.
+
+    Raises:
+        ValueError: Si n es negativo.
+
+    Examples:
+        >>> fibonacci(5)
+        '0, 1, 1, 2, 3'
+    """
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+print (fibonacci(5))
+```
+
+---
+El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+
+![Estilo Google](./img/documentation_05.png) <!-- .element width="50%"-->
+
+
+---
+#### Estilo NumPy
+
+Para documentar una función o método, se utiliza la siguiente sintaxis:
+
+```python
+def fibonacci(n: int) -> str:
+    """
+    Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
+
+    Parameters
+    ----------
+    n : int
+        El índice del número de Fibonacci a calcular.
+
+    Returns
+    -------
+    str
+        La secuencia de Fibonacci hasta el n-ésimo número.
+
+    Raises
+    ------
+    ValueError
+        Si n es negativo.
+
+    Examples
+    --------
+    >>> fibonacci(5)
+    '0, 1, 1, 2, 3'
+    """
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+
+print(fibonacci(5))
+```
+
+---
+El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+
+![Estilo NumPy](./img/documentation_06.png) <!-- .element width="40%"-->
+
+---
+#### Estilo reStructuredText (reST)
+Para documentar una función o método, se utiliza la siguiente sintaxis:
+
+```python
+def fibonacci(n: int) -> str:
+    """
+    Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
+
+    :param n: El índice del número de Fibonacci a calcular.
+    :type n: int
+    :return: La secuencia de Fibonacci hasta el n-ésimo número.
+    :rtype: str
+    :raises ValueError: Si n es negativo.
+    :example:
+        >>> fibonacci(5)
+        '0, 1, 1, 2, 3'
+    """
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+
+print(fibonacci(5))
+```
+
+---
+El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+
+![Estilo reST](./img/documentation_07.png) <!-- .element width="40%"-->
+
+---
+
+Elige un estilo de documentación y sé consistente en su uso a lo largo de tu código
+
+Esto facilitará la lectura y comprensión del código para ti y para otros desarrolladores
+
+---
+
+#### Principios de desarrollo
+
+Los principios de desarrollo son un conjunto de buenas prácticas
+que ayudan a los desarrolladores a escribir código limpio, mantenible y escalable.
+
+Al igual que los patrones de diseño, los principios de desarrollo
+proporcionan soluciones a problemas comunes en el desarrollo de software.
+
+---
+Algunos de los principios más importantes son:
+
+- KISS (Keep It Simple, Stupid)
+- DRY (Don't Repeat Yourself)
+- YAGNI (You Aren't Gonna Need It)
+
+
+
+
+---
+<!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
+
+<br>
+<br>
+<br>
+<br>
+<br>
+
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion01)
+
+Repositorio de la Sesión
+
+---
+<!--.slide: data-visibility="hidden"-->
+## Bibliografía y Referencias
+
+- [Object Oriented Analysis](https://www.gyata.ai/es/object-oriented-programming/object-oriented-analysis)
+- [DDOO Unidad 1](https://dmd.unadmexico.mx/contenidos/DCEIT/BLOQUE1/DS/02/DDOO/U1/descargables/DDOO_Unidad_1.pdf)
+- [Programación procedural VS orientada a objetos](https://programacionpro.com/programacion-procedural-vs-orientada-a-objetos-diferencias-y-similitudes/)
+- [Python OOP](https://www.learnpython.org/en/Classes_and_Objects)
+- [Atributos de clase](https://oregoom.com/python/atributos-clase/)
+- [Diagrama de clases](https://diagramasuml.com/diagrama-de-clases/)
+- [Guía PEP 8](https://peps.python.org/pep-0008/#class-names)
+- [Mermaid Charts](https://www.mermaidchart.com/play)
+- [Draw.io](https://app.diagrams.net/)
+- [Python 3 Object-oriented Programming, Second Edition, Dusty PhillipsDusty Phillips](https://github.com/PacktPublishing/Python-3-Object-Oriented-Programming-Second-Edition)
+- [Objetos en programación](https://ebac.mx/blog/objeto-en-programacion)
+- [Enfoque orientado a objetos](https://1library.co/article/enfoque-orientado-a-objetos-base-te%C3%B3rica.qvld461y)
+- [OOAD](https://www.tutorialspoint.com/object_oriented_analysis_design/ooad_object_oriented_analysis.htm)
+
+https://ellibrodepython.com/function-annotations
+https://docs.python.org/es/3/howto/annotations.html
+https://pywombat.com/articles/python-annotation
+https://peps.python.org/pep-0484/
+https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime
\ No newline at end of file
diff --git a/content/sesion12/img/annotation_01.png b/content/sesion12/img/annotation_01.png
new file mode 100644
index 0000000000000000000000000000000000000000..e74d4b9030aae65e55a63d2a3c206e777bd2ef64
GIT binary patch
literal 42311
zcmcedWmH?=`{gN6+}+*XU5dLq6n7`MQ(S@+EybM{4^HvmP@rhBA^}Q);1q{W`u)k9
z`M;Q%7qeDatlSmO<=%VpoaeLmK8f0zN|<P5XmD_Fm@3Nhx^Qst%y4k8xKWT`M~aTE
zIbpwE`RFRi!ZplL9KzlpI?8Csz`=pi(4VYd!``EMDVzAf!C?*k{dqO!`N<9ru3|$)
zUPeFA0$PX~s=u`QC&I)bV?zDLz4?8N+xz!#z<6)opnS6WVNsd&MVrvlm2;$Tx&2|y
zw5_Mz#r(l22>3vBYpOcOX86Wl=M4?VD?Hh8MZD&-bvr)(iM@!KUdId-J{2Z(k;sF`
zdkT@;jgW)Qkkbjt{>Op?(eKVK^H2{QL>bsi1Z4&i5k-Rnd&R#SM*VvT2kUhr{y&E(
z(D0c5^(g`d&A%Us@?xQ2F=Zz4<WP}EoH|tHZ)#R%Cbkq<4D|OP)79rN`w&gIy5tQi
zFYz8)+mHOFZ(wz7&CjO5`*+;8r|(4o%78L3b$Eo}&xea1)Yru)g9zf4gu^Ho=lZ)!
zS90lOhp(u!fp1rSVA}ei&lIqXRY9=?CMppUu(5~pMofnvSywF4*ndG~^$Z04!%Sk+
zO!wVk|5(CBe4HNz9=8*tHCTtnE<<r|tk~@IV>~4{m$fq)6`uVEbmtb^^9M=2_fktO
zM!8-E1tr%PibwPE5+6=qVe7bQgnDBXb-Lq0o@04-I=>7sOAyqa<wgB2ElY-7HA#SS
zfe6FW3ZRZuv1rL?H=ldGVjdVduQ8F4Um(9~9|=Ylp1zFBKnHr@yP&Z(?U!@71qvgd
zQM$->HxWND#P29=1Usa7@+@;(KVJ5z#6u;!F2l!GC3hZK7mYh52+;3?VRzSNgBAcO
zaSMCoY523s#qqeL(xc6RhWf}WxRZE`mTs;aIi26!^m4@(s_!7{uZJupZW_akWio2N
zvAxUL9JSvPg~MQ?mOTEnM<Ha_G4)8vF|0PWUg^F~n!K;K#{qi=ynXLQXt^xc@<BV9
zY*4;Ld-h3Fjb?ka!f$@cq>*IKnS|c$Rb*#I<0j}I<Jr=`PxxpiB%M^d{Jq5h>uW5~
zjEe*XVRWpi<)>`fU0?qaPy<0RQO>R$IVC*vC_Q4oa)M&AB5T@y0I7~aQFMxe>W1_u
zxw`Btw(50^@(C1kA3?qu;@y4!7GqwV`g!VOh%L{M7UrSAbRB;U_rSU+r}2A-V!66A
z2=e)YtL@IFNeX>L$gAT0M8e(i8svsit&GPsZm;X{&|C5+J~@t?-4AJ;W50Je^g`hS
z!Vcpc4aex`)qES6B-wmsA@u>SATw@aK=2I+!F*X}<LSXTKHEcf`0DT+S8Yi53vspO
zIu{Wa5|{Dg^Pw@-5u&XM?#p8)Q&ytjIqGPwG@2aFlu+U1AcEzs4i^UT(_TFP`x#-U
zdN9z_!0Nr39BfV}XUv&s5)1~~T9D-^-QA+$r`C#xwq10FoN~A|?F@ZhlHa`-)x+Io
zjX@n#Ky{Z#3+J6MCs+YfhJK(bC@9r$wtcN=6SPJbDq@0AZ@h%;U(~OapDOxF7B)rA
zOR)-)9;+XKQ9HRwt_?Qen6pNV(YjcpiILQ}TIS`(yk&NE5i~;C3`fX^<LGp@qz1Qw
z_hO<rv-O1Figt>8={7tj3Tz|eJP*BS940hkhI<wquC`UKEJ2k0dR?$)iqhXJc&B5m
z`SxNsS;2UF>Z;I*gL`1+GC0ehHJyYawo)fj`zp1k4TqbWdxWd+V+^rHku*B0hlFPv
zwQza7f~^c3KJ$iXW<8~oC}5PLV^dS^_%ICx+p{7DdB{kYvXDihm-?7&?>ApVU{;~y
z7vCbN@NrU8bp@WNBA^I&Q(FYIdqI;*%gJ11e7-vdqMI}@t$BL5z1uS1rB))tgT~1N
z8t_^&FYY9`N}#O;xzlx9ZVEFyp`m^?m?)T|oZp#gbooZFpHo&)gyoZPvOAA|+89V|
zeWH4_oC1e;bt2oAzj_>_us=aP(5`=0T``WG`EpUadpE3NEIo@X<q`{}as5VXyA|~G
zy8vKC0`SIYuejPFqv!kcF~#xsVBqfto>k<^Hnhe*gI5*I)?s{}pQrDj*|I%jxAd?t
z#VBU?BamtlR~fg^$zYRqqsTHbU@c|E)oEyS-mOmDfGcf3#3kK>viz`KA(=tF^KN{2
zDCc>N{Nn8kphwT0iq3R6xg04RLp03TDDgnm2k=<BE5eFt)JexApuN_N{N0MdSnM(G
ztwg?gR7!pC!M&SIEr)tsB_Z<G1AqJJMoOWX#Q-_6Os*GOE#^w0Yjzw-O><()tB=%F
zqYs?F?_y5=Ocd$X{m@~1V$(lw2_E5QIg!-tl_6*r^Jt-1XG<~9^)j_?7+0$9b*6|#
zWyVHBbdG@)Kwg>99|95qYH;%$_U+ppG;iq(Y)Om4jhz<c|Cuw)^hC_8n-<zv>PCWC
zhRQ{eVV_(Y#$vgO^oC~j*fNxF@k&2B$!P|W*HnaZue-Qd&9=Il5;M;Kkk@V9)vxF2
zt(64n&P+7zPCO@&#@c6#u<eJ4nwpDmQy`7#rz~tihX?hRNCHQ&WX%XuuR9u`&PN|j
zglNto)7g;oJp$|B?95FM+|^Ax<+65JJQF|n5R1oABrb=n<9b|vJ2kHm`Av_vcF+A?
z%*ySDAq=DDBJN)hZTB;Lp%m|{=ttuez*@A}KsY3U>z;bEx#hUvbjo*`;>#nIR_kTH
zJ-tq^s0z8~4S;}vVVXWR$ua)2rR9q+X4>}q3}P3gg_c)@v7gab?WY4TGTkID+H#ec
zcnCU7;t~0I>5$RcccxMR284mv&!M61%+#}eAu?oD`WW`^w0~#J*YS8ij`IZ4a=`fT
zLlkJYVz9;M=WZ2`<)^M+ya6|oGbl>Z31{$B^;dXR>-pjSnJZ_I^ne<y5jqADiAB|I
zf8Rm8{JkAkabjV?c1SPO&<;&{Wg^@LuGt{%$~*P%YNe#ep^4QF93-xGpqLg($nU3=
zsIScw-Y4niR2?BD1L_Qsr69FK9Cc-F(&_FSd`r%+Wj3y+U!=wYtLq{@RlgHYP!$=P
zUcM;kDQP3@QhU29&{nEwych-UMONGu39{wGrgtE5^%bFUME$!k*bPG}YCxzdx--N+
zRdF;wH1Th59Ht&WapMgkVU5&bpk;)aJk0SYS2T_mA=z3=<1%CZM8x8&TbQSt(Mycc
z{`0DI)F%qTJ)U}97B~6OsBs{Qbg-$?hlx+IML{5#);oPXRs2!==AfTuZ1egy%%&fx
z^pp&j0LRhVW~wz=F6WSFyzBxn>Q}^*W=FZO=}($>5dEh*vva+YDb-5s3G)>k(h@{X
zBy;QxM6|MYqWLNQ5y$B$rnm*2sk_EYu0)#X3khJwO0c0^*ve3u1%5T!e4jjuoPfzm
zEcsk7(AsZNV1uCI&4*g_yYZCIT@-(uvcys9nGn&tNX>V!ird8sT+i&vhDd!RqR(rc
zRdS>JeOa@;4(Cfdzu+=|1>Z(-js+{(@O>A`vwB;5s90iwoq{jk-xOH)5&GJ<Wfu^%
zYyrGoHEVL00BuW0#F{yb(Fq;0sRJaF%VWJUzIK*+kCquTLg3%xx~rs{a-bbB(fju@
z8t|}j92@t3|7e|<*XLr*0a>XWSV^$86r@q&A_|1$oV`}dEdJ=iwLP?pF#A|w8oi#`
zW76AA=cP*X^X^wEl#jlE+BJ#VL(5NLT{QZ6W=M#)th?=%Lx|qv-QwBN8KcdK9dS%|
zUM1})O#tz5e4zCb#JKKbY0es%SU%_$7+lbP={w`<1%@12Xp48zFl?fuQU(i<n7<cd
z$CK8$ib5ye`(hf}+VVQ~k_+}-92VjGLTXdEaUp+6!EsIwPSp-0W1qS40~F#H#4uMO
z-NgBt&KVoWEa(1;<R897-TKKy2VO4y;wSRaEWR^l+@coPhv-Sg3Kq)Q&+O}!;K%C|
zg365^$?gS?tnkV~_3Iwa9(l~=sr-mSldFXz*twI5odI{(N^?S-N(i4vQi}@*&}}|D
z7G<{6xdn4jo9)}kpa}H~QKoYU->EmE-H-!UJdHIr9W>U1Zn}e>!vpBHQ<Y9N<ns)M
zSKz*gzkj|Lbz`CUMZp-BE%F1;dKtUja<rYIXT{Sc<Zu5LN>V7t5hCI#(n~#CI6kzh
zNSR#t+@sr7?s7X&EM;1l5})?7tSP&f)QkbQxUcV;!QzW{Jd)WQf0fG<*RFu3kpHz<
zzkhzIYyI$M`Plgij-HJ^2<vfYs2b3kT3BvxDHRsx&b9fKQ=v@~G&MeAv_(`Bedbv=
zdV#RZq2A}C9=Nj_7HA*A%4Sv<FHGWqpN#f8Qv@Fue}-7Fyeh?9uK4cEgXA|Q%M{ya
zZN9e~8os85A+1oT@2jBSb($RRZ7t{;_Jk{!La4C*KLI%LtH0g{_nR263@@YwpqSi3
z8vA^mE}489_zx7kRabNr?NUzGWJ%V{^-|9LTWw=@ceEif|KLQ_{|QYf7ySJz#2sx|
zUka;^DBw~Wfb2g5$;teCocRBvfeNaaru*Fbrysp^#d46FlK(wVx^ii_uz!w1Hba<(
z^6j~yFL>)Oti<?;GU~ptQx6B)Fp}hHMF2Zq%H+nQ(LupqlCpDkn!<#o9^bBcYX^5w
zD^uh0%?(f7>Rnh)-BH_}-OmI*nO0~)80*Ia_j&px+3T55AZRf9NYDXHNnSPWjxcg)
z49S%xTjdV_G1M3OB|iga-aBrQm^)3kpr!$|*faj|o`)7i_6;P4giuwOQO&~}&mM6%
z28)w!UGBr(mL{9@%z#;A=#PA<u6O<*4_Unixt8%89`F}h6v*UXL=z!1P!uR`Q%xys
z$KZqAy$_uKg)_w+9P(u090odg2ZEv(GVyGcPUbag7sl_R4kY4v>6ss*rG-g!7|(d#
z`SvSsP~k_SU>o@()eUT*{_V^!(a+z8^aBpJ4_7{JW0OpQB)^lYRmZ+L0jKJHh);1e
zO_%Z^(v?^Rb^EeNguovkiH)Q_Q`l$;*l60&>4s)q@^-KAlB<FE)9U$E^U?nWg>}!k
z$IT$RZmJF~Rq!o+SgF7L*s+k@cf&+U6R5-k6x%7=qEk8;O&4Bb&s|iJQnhx*_VM1-
zjk;>o9N%!Kl)7s0dnIAey5(qylIcj^#VBdVlM+VX2Z|UJYAN}0oPGGrSFb~EcOtd+
zM=Yh<DZa-~-S2#}ryQPc>_}w9v<UQnr7LKYt{03qRn$0AD6Kkpq`w?a;Qcr!n6*=T
zI}6E{2x^&wgg^2pXtkZ_i{VJtygZOE7T^PI=@8lfWFVgInslA1xvhfvBvVU*3xXfv
zZm4$FQ{D|ySUzS)9H%D{wmffh9?gH#jZcnn*twgF?4!bCW3)NTi&I!wk@6@j%=7)k
z$udZMmQ&uY!qq$q8CVOF!fy=QiTl$jiM3;a*3@s;-bj`0=mWYs5fd<bt5SC;YAHF>
z69Q*R)$IRLKeUO=4^Z9Aph;k-xR58qoY4+cgrt6sl+7KtR}HYNP%j2<A*-g<hIiVS
zgW)B_B*}1HXw^k#8nhqdXv1dUdvM)crQ_zQ)oi0ne?hQK{R`d&Zt!O&VhXo^6%Qd6
zw84V_`da}JZ$Uh~uUY$G?D2Mm7oiN~Z9!Jlb}Hb$Qw5&fX4s${64L>$czMUI@nZ;A
zHgCOGV`$BD>XGmyB61S!UH8s%k(Xz%{?Q{}cU=AIp~VUnpDC2wQEQmHC(bW`7y+~B
z;TccDS3|%iS`Z-?RcUbY0kshzR}QXO*KHC?X`}wkzuzSG8#ut}y4$3hrEVw2`9g5Q
zG@fA+AD51XACjm(JbC{Q814Kdj8SkspbcwaX?F02^9Xg|^(dIQ0ioch%BBp&$Zy;)
zVtmczm~`7dI!aWi#mBYBWuk~hqg~Jg{XCHI!dHl%W4+exmg!M%Z7Wlp!9|oAV5DKW
zW=-$F$Mi@-%i3J->FwQ_H;wf4_PI#A+VA{UD&Ja6rn(FW32D9^zEm_8-*$bjg6xpA
zV_WhpLbgBh-!=USe`SHf-UybNnkr%<33wgcl+4dn@JQx5lWp4^z(A+3>GgSbFpPP&
zbeR#crDv6Xe)Zi^h6_d3?eJ5{L_)T|UwlV1`u>RHdE*8=l&v-{)$a+{!ov%oD|@_@
zvX<mPpc?W~+sG_(*PdAW1TRKji>vJV+zT_V<1>Y2;RLw78L2Y}kw$%l>If~Ma}m@L
zwwWj%WIa@es1A7!?ZB-(7`b30Uug`c`I<>NYY;u*QNLnV9Y50Wjk;s}J{OlwdQ*Jn
zZ1BKj_s<Ge7bhw<b94SMk5Kl`N;-V##i}TDoMkjT{n9lrJwi2}0#GJcX+J)h_1)ke
z(Kb)I|64FLf)jz-_=LGKGdRmMN<SC;+5VAA+@-D9M_fX`^js(l0@UIM{SKteqK!oP
z-n3k5=eIVnxj8j_T3*t!2Y<w$R(jJUdC1_qkGVl2gykzkx{FoqPg!$S11QZU1TpQ^
z`zeO_;3r`TVEX1#rg}+NRNa9K?agM0cid9nx|uiJ=noqEQ+59-jD3Er(LUHu9DftQ
zwOji8`|kNmU%mTL+QNGxmS@JYUIyYnFTXIb?3d-vh~KG5)omE0Oz<Mvh5uL^b2R8?
ziF<wqC0Aq1nwxq3+$IgZSCMMw@*M!8Qc;JyhV_)zu`2+&dbF@H&Chdd-X$&##V%le
zs<%yhbrVqg8>UOSOJ4H(@+4@WMs+rmW{Sutu?kVM59Cua5d?hns%b-F>)>GsX^zh?
zL-!k565%)*0*nk@B<6nQ?EH};61XQI^egyQ-18hf4_C!dpnuM5U}XjjWVlJdM^IJE
zMdA6#%dSmCNtpt@OJOQ7c=(Ny`_r^9rL{U+1Rx8T370VbtmJP*EMA2hPtG>?jWXeW
zBd<(f#=gxmyH$fY1Vt-DAq_|jj~NtrWXIc1x+<oJeAC_qS>~a>`4tcg>LOV;QL4i%
zih68&dZ$<*8H6KUi#uk!PHi{F&U0_|xgU+o#qpD>OWjcw_ismj?Rf{qt1fPky;4Kq
zF_mRQzZh0abXVuM-D~O8ojLCHbc64)SB9*$B{0Q}EHC7{hGrtcV~hJH=Mb{t<HaJo
zx?RoD<H^C%^wBj(_@ggvyM@&;+x5ziousqbb9=v<cc2EG;$+6w#T7W8+Gpp`7}RR~
zC8e75kT)p!nuV!}cosrv)?koaL2m8rPN8&GS#v9ToEQ^Q8jnmqQLKtf`@BMY1~+-|
zh}SO$j($dxP(l~)i{(FWtsn&_W2Z9rk!Zgh6|I`9@gLWHlmc`}xp;7`OO*;l{I(ZE
z;+sOMsZOAM?Zuul9@TiC6E~sUQK;{OYp+_rIS;)4Ol4<Hr?bJZWWe>eS*mMlK1ii7
zcb|TjIKAoIey8*amqYTI<E~klFWtRvH2)cloobj}uKf$w($i9u-@<nZQn7@v3~u-m
zyxiu!u_OHTn<lGxe>oj@DLZ&FECdu)No_QxFxAzSun_#J7%SnU-FM@ycZx-TOQ@0X
z^IZ9_aZRX{?mH|UzD<fxZN3I<6`Ml%+#7@m;=3?%#mR72ZB|XEy~HEE@4R>HZc46f
zqfX=lbGckiKE{&gdzGq+ggZ&#G91|byr<Q+WA}N8XKncqySpTd6GCT~mqn^fj!*C$
z|H)tY7GpZ_HP-3?jP&B{)FJZzH%-L;EIVhVuCAaRj`c`GU_`X(kFhk{uO#B%Xqv-#
zNUVx$oylw5MUZdCv{)UU&XWhr)#gDh5qZ=@40*QN_c}yUtgXHlk;;X__^#Anh|c<(
z35s8&UUNUi6GLy9DGBQ^uOnKR6gAQ!fRZ9+FVNqgK*j-epU-g0!dTJ)tC}1dI57x3
ziU7VrK!D>}Tomo}1Cl`U@K3kXm^mj3zK?xZj@_t@Jx`cafiE~x6C4WmKpuNh_L3WP
z#UsJ13-F(c?GHNM7k5KP0!DV+@Diqu4_Dl)AB$wZ5rB3p<CL17_D!FN)!6&FCt*El
zgBMq+h;?uOulGx2+)n#-gz79PLkPZK)GjFt*5z6+JH^QWGGv~l<dr8jI8`lV>wS_5
z`N$e$7ctT5_a@qFQARJpL;;e0$W!4rj4zKTwkw6}9LR^AuXi8L%#h#`fMDma*`~=7
z!z7iW<}~7Kr%oFCQN>w-OE$z+yyBNr$QiuT=aT~oc^pIlYG({21{H4VTY@Lg=|NwX
z;n%r1T170XH?~(IEV0%J7fFM+a<ODCb)z?cbFm-G3=|q!)}5kj=)9NnEZVfer)V6u
zo=Y367xUJNqoClYoi>UBP-jKw4Pw&Gpi_G?ec)f%7Q>+|?oBC>{xdRjEp(JLoce(*
zjFT&YSLrNfB3I0cMI*A+?%p<tN3hgeLN*;+xWv#-4v#sq+v~P$AlYP)PNI`A+pz)z
z#(RwWcuAR>Jwc_W;q(EQBT=g=fncK)Utz&hEH$vL-cx0LAj9m$B%tW+&;(()hpImZ
zqsJxYV2jEX2;hLYxPe^NLe=ff2GHHia6e9dZDZD76uwGIrjv8}Q>^os6AM^pXSggi
zH#Wt2;leFf+M@${yaSB?h+-z3+-UVQX}Pm$mSa7^iM^dJo+*ELm+^%T4fY*L9s4sx
z-J$L`#Fu{h7B^M;Nvtve+^V@=bCS7%#QQpl9M3a9-pI)8c_!+OM0g9aZsl)`Y<{9d
zzZXe-t0u8FH)(@NV;wP%)}Q4q;1|1>nV<2(kU)n*=(`$}!6ZlB^zeLUd^S}?F7%<c
zS&jh%aDLl8G$?sW*?8nNg)}#ph!fjsup3_4PnI3YF>L2F^Vn<c3*%2V>vLmwC{cG<
zBzi2Me>4W@t^OJ6^NGBHf@dICwZ;}oB^}&^g{m`EEXuMDcL711U4+ya>Uv2xeq|T)
zxp8eaLPE+`OAN{_MZ|mCn;5+AU|N7KqPQXAeCw-kmmi%)M}sLO0A#Z!kC~sCcV~Sv
z(`VYVe~P4Q)5=2oy)uv*!elGz4~I9uIDEatmZj;ZiA8RG8B_*A$*UCH-bqJ^)yY=6
zzi-`Bl%Mhs?flY8f2)03;!~EKqcByqTV+z3kcu_3(aOSs$0{g=va<=Uv#%LR?LfPz
z=XBhjcZgBPRx0>_?y7K#lHB@GxQ8Q;98mVFHdtAzk>B=W?fJ9u=<<Y5xt9cv^Qu(J
z(&0h&onc+q{IAK+N>i=c!w;7@q00_7;B+xzv;}+w+=`6p#6p9vyMs}&U-fMeE80=`
zSy5c&3~=wd&eIuNLJ42um#dU>bxb)Nd>~peoVtent(2gC(Qb_Gr@>9(OP$TL&D$6}
zSTP(GlQ03}Cki8}%p%GCeqA83e75=q2hp1O!wPLX{@I@6cGrRe%Mz%%ZiF>U%hJ*)
z%3KK>GPbnK(?`eS?|rZkUer*h{@oOq>6iuq$yI{}mj%{s2Nx6K(@w`mTNqi~Pu_vj
zka*Q*nvkx^7mmgT!${u?6n7B@A@|8vzLjY3O0g2St|d=hMYJ_TS8dkZ&92tker+~K
zfydNy4wdR@-kSWl4F3l+7LpOisO6?U9##|))(J;!nk?B;eR*T!<oxDTc*|yCf%qFw
zk$YPisio9!K`C*ac!y(utN9)9p<C$rB5Q%zKlO}@xBRXh>mQ?Ucw`sP>|e$nO<dgn
zS6=@w_={+0<o)2hB+kyBy8=YSbQ?F9aUrue*N(tnnB(D{r67AK4}V3$TtowU2o4zs
zl6~+0dOGLM4+?QEVd*HVN6Dv}8Z!hb|J4j^BZpCGarwBh8n*~B+l<>4KltGY_irjf
zhGj0i^lT1&IdiJ-=#}>wvfCW@w>Nt!b;CE5QwMW=JwaB;29<$()P5|PL>m_?y@|@d
zvxtxe6TU{+?XI%HMjs}eV#H^LN!WOAN8pd)JvB9C;J>rc<1imraSeD&=ge6S<bSMO
z;UdPjRUl0G{)Y!2gw|&zYkz72y{mbpOI<ogGt>4uA1fb@`gM+Th!Q+;y=j!fAjj@E
z2m?uDf9^Y!oZ4Bjxb95{y5nY<6s6N-#k_vs-G^-yNCkA8Rl>VRjU#9q)TWnSg9{X*
zg=r))Um34NKOgbgG?ogJD$*uqHK?*=OLWPyP9}gdgMBJ+m>l%Od#M9@4HL1wF;}J+
zK*1)tUU}-?AC=w9RzQF_@HD1sPS1w?oP9KT6bHCsJti;8L103Sn3TR*dKMfP@L26e
z@d-EIw*#V{s*vlovBMst65`R95*8#De>;(&ih~$UVS~y6y#4^wuP9c;XbF&Mtrg9}
zC~rJwN9h~wt)CB4J}4J7Re`gdh45>`bX$;ia&-ES6hlji?_YA=pzOM<jG$dS#GPO7
zMY<q>=;D#Z&BYjcIyH5~yr!LKT{kgL-vrGc^b^E7%~R-;XymbtFoSw{oV0K@QH*T;
zr~HkWmcJj^>FAAt25UR9k!`n07IqTZ?2Lw7Qj&fAwJ2z921|AJbR;b#+$Go6*nFtu
z(d5&V!{hhe8x@ti@Cxq52K5C$nBG=9TvR9FCXjR@GPnTZmocUjDO4oE6eBPs*jY#-
zg0_{n|4&*3FcOJdqWjIwYZmbo`&q-u5&!e4v7FrpuN>0E*~B!Yw5|N)pk-W{2coP!
zqV4GZC7X`=j+0iA&<A>UNAnicQGZFcS>oMH&g{F2{;rZgH*&f_N@?*(;^FyEDiMea
zjoA3;Lkq3D#4JD9iAFJ{C2q9|%8XAT4+SeXm?l2!>Ko(hasm8OA@w+CznzbtXWWZl
zscbgmo9gkKsG~&vn)=1T>~R`K{lwLv{lygrH$A}*ec>GXUegmFN0`tMiFxOgBmy=m
zU`FH(#*oJ6Ib+rj$`$O7qC#HMq;1@I5Qm+)dzHYzk~0V#5r;K6#`6H0co+MfMxKjG
z*oJ<i$<4*{NYpmAOsgvkQaE;UM|)M)^n2p9G10C)Va-?VAX+{@CaOOg6o#vKW#Kh_
zC(|acD&tNvB`C3<VYHmfJedeo^SIdVqty&oZgy(9RCFVkbqi!*w3>R*m$)dmW9=Qk
z^n9iv=)feMki!|y9)?}eOoQ^-;oB_b>)$cU%oO}l0@|0585cM4+-PCsXZsLN<~K>Y
zsFv1j79xJHi0+!zl|<X^iOSz_ot9494bM^4PCIcj_l_l}6vSqio<bEs6pm(KoN|`2
z%_y4!sIIN^TfColm%{y61rq)!X^AxNrF2xdTq**CXhdi*SYM#ZPhzI%7nc{h(2R~I
zm8Z!q>uHXAl^=kgloD4m?OD{^!5maKJTV4#b~*TjFXxZ7ydRXz24mtjTJDI`P%dwW
zA~>|(loi*lC3nRGo?WMP`{Jc^WIb|ops(HU7%DVxGS>4y<C#%Qr)Ut>0w+m<bRXZP
z6GZ{eX7LyzE2qTc{@g13aiZi`_0~XGn@<2>N7oj|8<SA^$Vq+ObzABDm6J((4l8PA
zbQ#rwXQ&c+jP@Y_G%Gp=csU_)J=k2S#yM*P+QZsf<2nmVrFUHmY?oD-<h5)U@~1ja
zck-;hp}np=KM|G9Qa@&nZlV+m0k0wgn8|`uxAKEyCsvv$T1xc@SccwjXT)QE3<~VZ
zu6Oku#(%wk*#@QzH*EYJR+h2i&ux^w3xZ-u02(Yd2lRl~)(=fR?h#<KV(4g}mc<zG
zuUgHYqeyFj$E5ylk8(^dC!r)d+xX9z?KnZ63@LtM@%XAmUR`;N>G|X`pTx^0ZQb*F
z&^;B4?ECh&Yr2Y_qc24#8ox;W_>Cv)7DQ0+vGBhZ65jh)Ul22GakB5qCjbKYo81LX
z&NLTu1ZcTy3C_ZDW0fo<BbOQr2I#5x=*wlFtl4`2KXg4;xGzwmI^U8Oih!cbNaug-
z5tKJ7^acKU2)W@M)(TYpI4;6=iT8!BZli;k-MG2^%QYlfw9Fz<*1cZB6J_z7d^xmU
zX)e8RC9DFDxEwoVXVu*JhF?u=g&u>UIJ3w*ebo6S!_4L>hEXn!pLF`y?rNFmAQqDt
z1A$b6MrKR9a>^N{cao%KiUi>F)!>J9V+f)w;k&GzIN!Xyb11Vypp7S`RPD)cUe;RA
z5#XP%qZYVPb;;)=XrgMcW$Eju;Y35igb$7!12ZFsfj2d;1AY4nii`!&S%sJ)3-4M>
z*JenjMT@KhZD;79Z<|TT<$KRtt>^TeMud#$R2_-aUFDXn)7xwUfHHgf=f{qZ*dK9|
zjf#z<el&89p<{Cn?n-Aa=xKc=chKdA=;9Rp0($XYn-*-nOHZ5h-D!c}xjs3HoDgE7
zh3VjvHp3A4+QiY(RtAQ<=3A?mH;_3NMYZPS=(ipu->eSB<E=E$eI<C=sc>C(eCPGJ
zB~li07YO47>R+B&l`)7sx|tA?k<`3PL`?!)XJAZLNH;$cj!#AWmY7~WG8*%6Mdst+
z<?Rketil)`B4C71763`=wxuimStf6p=)QG2l7xT^xa!EsO3cK!=lC&H?uj^_djY1L
zd%66kU`s0$K6F%7ZDA~y#T@6?pq}gi9D0vrN<Jqz6<p=HR9@;Bh4K2d*DwaLBis6z
zy}Jpz6V~~Ht9JC;fVPibzb|)G+IoQ0O_`a8pix=?-^@7pH{1G-i%L<>rRFa#{s@XF
z8pRoukwo&)k*1V}8~DxEqOIuCB}Dp}25U-ubs~CTw|HF`=?VA;I!JQskQ77iOir`@
z6#sOpYdrvwnx_SwaIq|cv!0ET=lfK__5d!%@h2R~fY&+GDY5iv8Et+^KwmxDVMCNA
z!eRm;lreq6s>+~SOfAEporljB-mtYZ3PW^iJ%41?IG_(P|8lP<_I;4)Ft&KzLJ0k$
zjFd9rJ>cNmR{GUJ|4QK`R^l@SJTpfD-n%xvjU9Sb=tu)?p(&-y@K%U+3^runja!qd
z6OiN;y>$3K;B!?MBMR6WfQo_^rn+}BfC_BGMX@bx(mljDdqAQ%v1?SFY3P(>A(D1%
z)HXjc*Jd@hnqPv1+9I>L#o-6=(&EPva1-CiZRQ?%#8mx2k#-E=xIqV>NNL{H_-%`*
z#@AvuTsZcYWTIt83+B!bQpG}JLz`>SGkTxAYA2JUDT$VB6>~p`#DS6Z1erdqVL(aP
zHpmK-&tiiHY$TV3vuSIWk`?>5_mW?GpfQEN#ra8`B(K#Fh4HDu?HxLMKJ*Cj0~g4h
zdIMym%kvmEu)c&5X3js;?E3vnr>*@j{SD%?nWAo0L*b`DLKcr>vc(L%{!73{p%kHx
zo+G`6S>m%v4tCC4jI7SnJd_x(Of5CRO-ZYM)-u-&>IR@)VG@wJEVFROb6KX`f5f0g
z&g)UuzgY9g%fbzKC8nNFoaki;g-|Cm&QWT&=i&%3qV#t<B2|S<1q|gzAYnTipZ4PC
zyrpD3Dc2VtsxG5aaxtlVVDUOgVhy~D!|`ovzWI5Irsso+HhZWewOzlS;M~GQp9dt-
zz#(Grqkr#L`Xo_~ps#F65~Htx&NpT{QdrN^A+%EXWy}_FaRODPjw@=zT>f&Pj&yUI
zZ+3Ad2K;bZ<fj@<3f>QdLnmgod4`V|9!0YG=!h=G+8ogN_4Sq|L8P%o$B$`|a}#>a
zDfS2Jcb?if8F$q2Yvkz6-C!d}yG9nx1ni5kFJ|TG+pO#bc?$;@N3V}PFJU?bBOfG4
zlc7HekvDX%_y!MJgFbqhuz4G1?u=weG$GRw=9M-O?_(SMljjiOu`q>H0ij<E`cD#q
z#=gmTDDLfs&zI(o1tY}Wl&-{tCTsi8Y~1mV#<@%1G$s8{#8W;z&W4M_feMYA9qfI{
zPScutt3h1kO6f7L4QZF34~#%fcZ1S9c`7!gFJ@0?K<e8R4^ksVX*sv8M$+4AGVyT#
z=CiN06FY$sCjv1m?N9^_g_Ub{sdm$8ynO$4b%|bqZ~h^!tl-oPoVUdruI+RG_(`{f
z#u;0a=FzhxX7|6jHuiIi^{L3*SvDUcms7v3m-gSR^S7{9_fe2beTp-0ps#`Jxhuxa
z*dI35Pe7J(rP?4}o<K;e`xqr~1K}kZZMJc{`}FD=!w!~=j7(mky>Sve&ei%*QZpty
z_=~R$#70b>Mp#<1KGRW@s{3@~#HH%D-1y#sB!$w+jdBlY{lh&F`b)-5+!CmGyz6sE
z@W6%k6&Hy2A1j$`wXdvBFMhrU!_CU`a#xb|slCj0CD#bOu<eRndNat-(b2`aQ3JBw
zhaqtJ!N`aG5-ZdXH+F(#?mOgjf596EKWX+4gK*}4=xYy3=62aT4b|8-0oLfgOtoV3
z9VOf6)=#CyJUe!wzVO_krZK9=S~U5XPAn49Mn$tq;c47c+xk>9V+gS2Hhn&PY`@7T
z_F)q1e$~GdP2*|y^Lhf**6#)tU-9g{rf?E^91c^#sejL%g^&<+jT~li)A;4>-wdc8
zKi}=1mE>QA6|p>@)}N)I5Z6|yT$@9T3o22#8gz49%f)1BC~W2D!zezQDlRpX;Leve
zEAR5xik9Pf`L~5^gOMC)9RH6i4Y85^zw(v;%c=iY26Ynq=}-hO)yrMqT5{&^lodbJ
zer2fB(<NxXQ>wszEve}c6zY}@q{R4-KRK6_A=%w@Ll1)K4l-{I-|9f*k3S>`S0T$y
z5dWv&Tz(q_3((@UmIfXpn+7I~>^P4)HWEN2L4TD&QNGeRzhw>ccUp}$tb*{uiOuOe
zV`lW|_^G4liF9frZ0>hfS5i+qg6UG6v6^*%&2}zJrYsSiFKngymwRjMe2N1%&9VeX
z({DORQz}R9w6pM2)f|dmb^9o|91&E0z+K7?y!Zi2HEPD2j;O*A@vP(Yhm9MtD@+*X
zGHT$6H`bF}ro1O(?|UKZDE5@gW?@P=OFs3m6aM&6m1^P0qG#6cr(y1dcl`I%Ml7cP
zdLHpMzF43mC%1fj)HY*zBj)5PEd8Y{n-G9tJ2w97a)Sq3^S1(cy^<w{Xkm7zF`7oe
z%zK5vmJyaZG8YMPVN6ywXKUks7_W9DN}gxaI3ocCv>5+|qHg@O1(fWHvT4CXXv&<^
zD3wC!c)Wip6}Yp1-|~KYwAo!D@ZMO(a?I3GkSaw>-W0A|$_Nk^CzJ()zM=VGDCPfP
zKyx^}T$HEDL939ynr9|2T7}DCw4i=DvI*_WuAj;TKH!UsQ}llkCBv0s8}ImrVJ^qn
zj9oBNYe}Nb>TZufjY-unOnOBppv^A-<CmFshS@vp7enBW;I46|f5lXEySt6CK&Ktj
z(Rcdd<P_JR9*#Y=eKa{zi6?khGES%Y6zyK<$!FIDF1mI>A^7P>tVE)W3dYYW{5i9U
zqwX!e+vQd%o!#Uon0_nwhp*j00_E1>5!3Gc0D4dIdV|2<^=K6Df%RTsa0SkW7(dR=
zCRb=WWi^np8ds^0Ypkl7D~KPK{LtYOn@Y?NX@n&KJ7o_WWaQ=PmO0gjT7=5jIVxN;
z&qtpQbMeQ;n1MVyBHgklq*1T=iLGo~kxX?$Cl2d|S%FljD5KAG>&V=kHuBOI20EKc
zxlV$(cjq+%{)Ny74sguw=#k^4uY{O58T<WED9T^Dlpo}qDN3*m#FX8G0Atu2Ecm<s
z2DJ&b<A<%6W{I|AgUY@p8Qgvys=Za0t1E^n5-@B<AKl1r9A&=^S(P|=AEdMLum{fp
zyf`9cqR1wu({qGeY&F@g)uJavI&C!Zh>`_N-{!=kj!mFay+n4NJeC@>d`QM6uIsWF
zTjpM(+fafz$eHNknsD=;YT#O<pk$hd1X!$x=HDr@XA&|U3!S)Vdt&1n#qtJ1&caia
zYi;m|399>hWPM^6fUKK`46OZKm?+i0K+fwzs3b-^zwh$7>&beKn;?~O(fYJ<rTN)A
zR!xC3)j$6qGj|@qHIN8%dV8*pSjO7RO;)%jIS;*DiP;{E8CUY%?L|{>+!o;eyy1j5
zU#+<@?Xk2KzbRjVM*cyuL7Q4d@Ze;;>)Bd=I>FWBodOm*1<<GdG~BjIs~o3HW71Me
zUL5o<14$775y^}<7j!@Wen<B$#cy1dnt`3{+&WrjZHUMt{fd`fp9r1u;CB0}j*L~h
z=xrMh5x|0DcMr?cfOt}~cvNY9##%{{ajhrU7{x0dn2AS=`{UD(g#`E@;hSa3*lJI#
z=n83#>G9S4L}6)e`EVdV9dl62;{jr}5Q?4|5LB+eCRYO9l`e`E2~rZ+D;kWCkOor5
za-L&f$<g#*oc85X>BM96A$`v0iP(@DGV+e|kg`nBnwcEgRdJknz350KcVZnfukve>
zyffnW9Ue5^AoGVw6}o|=i&u#T*QpwF68iD`!8OI~eC`bRPHmny^_S5RN}T>sHgHZR
zr}pay8ug*I!hF0*bZAHCZ@b*B;&hy-z)hiK_i>R`wBvOWX>lTHm7kBzOKoj;E?THk
z61uT12IeSMQ5*4}4g3<2;V)Oa{FL)yNr7aN+V9_Stxkt6qID{S-0EtE@w=2RcJb*J
z7X(Rs;43&Ey+ZUE7Bf(d<1?ADcE%L41FOxS6rH&|q(do?XB~ID<V06kIEI*0a&}4P
z96&??0cE8JcfE(d-f4o9%b(kMS9lW)42)7_4~=IMP;bs0M=oSd-z5;%I39RXzJX9i
zl7hc_)QQB#U)5gFN_)5pQq6oFR-yIITJu^bB9+-}m)@z@^0(b$ZrmNgZdN!{kS%?4
zcp7H>_}w&=Mq#9NJN7%)ZuVEApk6JJoXQE4nYC+{I~7p`?{@0ZhlsYOFpRrxOUH|E
zIahRx-!T(?5GvndtChcJJ43PE1V~()R)+Tchtw%6_?Ymd(_6MM>+gTnHA#Qeu<1X0
z*KD||(mv{qRr7{{mD_4)i+j75uf3t2kULxt=<i&K*Y~39fYG_zZZ|jJx&n~uc{hC^
zUg5J6(twuMmmTl630ENTUcj7)2eyQlTl+$WlL#vD4x#nQ)g)n@mm}*L{f@<v)N#@_
zVG8Y4I1%l?g`7MF<1*G@*=#PU-{YTzCRg8W_YLt#%85A;7#iFr-gQmPD#eHd&{UUI
zdJ1R<koy}X0R1l%)&CqFMpG#$`P<y4!{5MUPd!0CY5X8|f4e2r($XmETj}@TXmr@)
zBG%Z>r>R6;OE0}po5_b|-(edjavbE4Nb3j(7fd*v9%uf;^GSbsz70=qc$`H_4=Cj!
zYe3j}n~iTgJzs88=GOX20+-1-(__#6MjR`?*SFwv#-G5jCugg8nuIxiHb9xZrxW+A
z@w-Cc!Ufa-{rp#`s3gdVNEa#0+B+7kFms4OiA6p7sA<5-5Cp+XkgpY<>28bkW?nY{
zX8P&sV5>3%BJ0c=+iCl5$T)`xPhsIo?t=`QZ~Uwd(dbAhUEhe+fX*&$ytQ?&FfU!j
z7I=#i2uxDvS9OKmKZ$WP8$vxmiz#g+bc%}NlUxbVkpVMW?1Mqniz!E&DLI6NBNA6e
zE!g%EF<7#=b8Gxxe9x699WR!`L&kZ?m&Z_BNg+DVlgw`e&nYKvp^PghHd@2i!@AF<
zNB3iO32k(}8XUPZC$>-=F)?$E5ml8yNePdi$F;=3f`p&^K%24jmJ{~C>Fr}6!-N52
zDE+u$jO}6F#OzoU!_!-)x=fl_VpwyindhWBA<dc=Gh#eq(0aU|*i+w9JBWBQV7b+%
z;1ct}6?Z_A4*g1;J%hP(V#48@=z42TWXQ~FDIHxcRi#oza&qPD#RZh#jeZwN8YtLb
zPsm6&#hb_JS01^ni1>|<TkXfMIc=uq;edDIQGr<?&YF~_<h3P=*}**F79_3W1$_Xl
z1Qg*W;S1j-S(BTeyzXJ$;Nx%-984hhHLj)-^(%9{N*U3L4jTW;0=SihlK6LgFgI9o
z+9Ty{^@(swkf>NNj4Koxm1q|hn2?i!zA7d;TKb;8tP;InDhu)zEdS<T^8QWiuP*i`
zHxG`-N;NHLSzuie+pw%3q0}J&$5~D@n<RWL269yCy(~N4qs)L>ZL}!(oAl<sqDf{k
z1#Mxz=P{0~w#VyP-@2Mtu#`q_2CHNQacVoQ`fMao^z;tuzV~#`?O)ZQW5nQJpxjC_
z(yI;bDBj|ekiZpOd2buQpEN>Z^{s%VuC2&67Pk6PkXo~V@QGaMabQ~tD(6Wze`AWQ
ztxhwfvU^}Bjm%cRF0buHXRAb4|6*F;3H^n?7NUO^WhNI^;%oDWqzSGkBUb0l-v(RM
zFn52kYR)J2_<cK)H6v8e%qzRNa}@3RWKz9X0p7F1tnzKWa#D8Qvg4NCsNvhSQaVfJ
zMPt+@fCk)qswMg*)6!+-#>)wl1~12gsK0#M!tGFtH$GEVHxwP5T|yv})(Yeo9g~YG
zc5MelAyMM<W>!1^E-=70v9DAMQ6s5d)p=yR|0*X&Iy&idw}ewVe8EmV_Tx|wSI|#r
zzBPL#f>$mvrC!8x8SM<tNWGXU>hVl@@cAmnGUYRo_@+pFTAf7{ze)C%fcQHV3?oDs
zEvMEf9Q|rAB}t3-On@)W1U?q+K_?H%RYNV}oz;6{TGkK#jr@Ed-2Wi|lsNb=@naLI
zzWtt3yD)_N$tsv>g&MtQ&19XIUSblN{X?8>q9?+QS-z`cH0ae&!^efrcw8SSDx<%*
zY(^Tq%qdqw0?K>2L~GgmE<@j@W|{zI67etY;`-#-#v%*k7Mc<yQ~$)UoAODhA!&ZX
zEjR3GZ<~u3=(($32N9JMe;pV4vJ(Pg>+I~L7h;41A{5|$Tb)=IQ90n_oX1uhDzvH*
zvVJn-l)*7Vqc5WM|0~(0Z*$XeKg?M~nfnbIQ_Vg0HL_0+OqN;j4;H+Wml%~#77!3X
zF$j7DXvL<?Y^g*$9(<LVw2Fko?CL!5wNGm~8B#ek_Mop=C3>D+kX3a;D@y5zAq9{D
z&IeT7NWS)tN+NpB7NMP3<xrZVZb}%&xXUd*K#>2$xH2WiK6qaAbB9aZCD)c$IL56E
z@+{i?>1KvGnjp84-?fgrr3%rlua-3g3&f)0H{D1BXZ{WL=cqs3=JaDUX7_B5aax8g
zB4$IMy#3RJ)v0}}u^>N%DMNd{Qb9k`8j>e<gqKj-G`Bc}-l)=U;;TKYXlX$|HdbIm
zE9ts<aa0W5%O%;7Z%<FMMPd60o5K5qLnd%uKOedc<ow|rRmdIq0Lx~^;EE4Z)k~#(
zfI<A^q--P?Jz1?cDBbVNYsqlpc2Uz0(SFFOHb%~pzR#3StF9~ob+HRH)k{C(#!{(<
z+ppT3TBW4owMx&*1}H!x76o-ZG(RP91q^K;t-vu0I*B2D)9;@Qd<zX5m*Rv7eo~M5
z458r9z^r7aJs+c7v-E)NS^zN<Mfu=>ZvXf2%vWFHT<pUAQ2L+h-L1i^pna0%{xGE1
zn873=;ZZOXJMP)6AH=CHVq)KUd>FlAz5-u3akTP4L_i^xER8|0E+W1u6=if|bo*n=
zEee!Ex!@3pYYprTnT0GpYdG;Gj*eG%HP(Q0BHq4nSpSyUVMoC}jNn;3w7Fp@aQOJ#
z8{j`UemZUSkO>QQQz_oM7nXYYD<-cd%l>s!hr!WWVYBi;Mz#VP6o@Xr&D2B_EES!A
zsv-WD_4{l`E&mk^mq~v0zi&bPe`E6hVK3`{2TJ~9l$iMH?k*S-e>KDtkby?!q4~yy
z*Dzv{X4zum6YfzMyWto&SYMi&h2UM^wn5#LB+arVE64EA;c<E$l6oA|qG8cM(bFwx
ztOWlUd5ALYM}C6-EG%n}w3xLB0m`+lEU_8>jh$;VRqYS|!E*Ba!(O%V!XOddTJ{YW
zFqm?vcYc&7QZW`h4vu*bP#rRFu^jos@db5au$iZ;6{dqR9<EHxw>wp#af!je*GOt}
zrou``2q!ilTedt0(%@<_=EJL2inlMfi&!~HxueHyeIm(!eq>NrpC|}hS@Cf{yes)u
zEgv4`B`HgN$67|$TZ)$aMq3v?4;%VUr_PUIegWUhvKcv(CE0_1vYEYU*NRnY#ziSb
zWo-|Q5v%q<BFVMw^s)?u8hdXEnSw@aPvy0I;<rqioZGJY^d_*S;Gf7!&&rrSB=4NZ
zsSCxmapX~O*)Tmg%dkjM#vR?2c@X8=8^#ali;*p$Z(Xmp77LZCSDLvCS-9%tEIwjs
za(SR!8#Fx^lwx5H;H5c0S%r3zJRD$m&6ufVpW)T!3*D4X?G97(ZpxU(ne~n53uiTT
zJ#ppD4lg5`Yo@}%x+(DXB`-zkW*Jh>hu^%8Os;}Hdd$r=h?TS1uS7q|C7oeQ1-`Ue
z)wikn5uIWw_0AD(bF87=t>A>hgJsuSJ|0a@2<v-qT1qw5Ktxy@dZnyE;8@+Lsg|fG
zu-OnFtH2WsEIxolcBl<rC&Xy!5>WZtmD9mIX&m)8fM(()MnnIM2e#HkXy<N2B-osl
zc}aPcGON?Go%->^+-kD98P|4;zw-!>h}_OkBt|t0Vl_b6caa})`L@w}JzV%_jy<Wn
zd%qWvd#(A4#0wG~EVwnLa<e;$N-t|@ojvP^7K-&tRn}%HosE!b-dZTYI<nH-cMt}A
zOwT_=)g5OtI}QCiE3W-A@y5G6P6#}D#sO=yIkqk4;JwK=gn4l!DhD66^KPkbGI>CW
zefI{TdbD3@B0n3SvN^_=_m;tj%m7uF9w3U31%@z@h9W8P5NG`(s`)6jj?Xq{t{e7f
zL^Xp#2x|PWf5Et~$l-ONw?;|ehck}Ri%V}&t(7<NX=*d5#pyJ|F)L@S-Hf%GcUD1k
zTo#isO-r3ckxG@~Rzf!-3vD95ObTJlLOgK*`D~zqCZ)pn>!?s`!DeJsME{(UNMPLq
z34hh??{X*U3pP!6$FxnsTRJvX1mYWnpQ%WTq0eG7)GPGuHgBJezV-{ra$J{l;#U_v
z3TD1SKn>hh8&(OkCZF64!!a1tqT`h$qM8px4+&_TkRQzX@J(Njk(kG=@L>CVtCx`Y
za-_^^nv)-3%P`eyV7u_s8=4Jt&m@Z1iXgyz{8D5Jy<0`?q1iXM8~XD$rAvxq-3u$?
z&Yag@Z9fdP%bjV{l5E@?X)m-D`&gl^A$Z&6iQ!|f;Z@il<CLyrM;o0^B-KNvypme3
z(E~GJ6RXx{pY#-w(l+u`8O~05#%(0&Xiji}XebePc#TqJt3kwklg9*o?nrHiKk+i<
zDn@UQO<=)Npa>fhdRw3N6tW$BHA0GC<y~tN1vM7ro^%&C%925zUUA4n3_ItDudGG_
znH-qa8KFWKSUaEXU}c}))`*@~ry`d$a`bJwVcIUHp^J?40C?fuZBj>)V0f73cfp&x
zQ%&TzifSJAYIDYUFiPMe-%r#y-JH{1S|DKOGr5N>qPVBt#A6^0@ENoci(O<!ox;*y
z%zI0*91383xPZ;TbX=`_9Z1!iZSz|iU6_E<qKi<xTFY~FFe@jS%)0i&3_Z>4OhLVs
z1GXdKH2fP^1Y)M%=t900g2r`kg4rf)3v*J5K7+(L27Dc*+gLKZ6p{Oa%>ZsXWyJML
zo&mSxvuqQG$;^$TL2IXooFHHQwFR~+VS}YK^%Na!tEvcl30C4zP5giLA?|_QT0ER%
zM_A<Fk);<tJ^05`;PZz_^|%!}3MsIX@s_SzKaUQqpawY`Q|)ZQPTz2PzBIaf+SSrD
z7+19DQg-oF@Hydv047qE#R$>8?$2e=9A-M*?!Mk0ZqS%WB_v7QcLtvC*kQW0YyJ=W
zwNtCo3Cm4BdBlpRu{RSlt;Nvi==yYtapS^7THD_h)UWfLQPP^ilWrl<%%t4oMq;((
zRH0n4WGn6xNs$m{+FZXR1Z&E1gWE~k&fS>r8<n~%zu>ZP6TX~cfq1Aoo3QllrXBK$
z3Z?7_AzF<mL(~<%?PHLVDRHLBIz6Hn#$_KqX-=6)JKl5IBO5a#;sj^wOHQF2eXEwN
z<9H^D&pU7IPo3R<js-rF+<Y*#i$?mq1&mrUmmi-;tSh8F{n$sQBqh#JxXw;pD5F{L
z)~Bt+xZ6jl+fGfTZH(yJ(L1=+5J<<1>&<^GZyUrV^;IO{0E=?urp)wLC+^S^x=)q7
zmFQLlGPgt?1!^0EYTeD0NMi3kr*?e&IuQw8N}!ooT*2nV%*bY$ssP#jV8IUg$0X*b
zJ<broNcoe*$nV3Wq^9S<v!J{uX4<)%;z=BeH?bq@W|YY$bm9_}ES^Lrp0_eFu%a8Y
z%O?Z?%f|qv@K<N+2TPfkxBnMyZxs|*7jA1ONPyrT+%>od4Z+==;O_1c+}+)S2O4*m
z;K5xQcc*Fm?|k3c_1CU*YVUn<&Mg<KYckiGGTt$s_jfzoADj7uGR#?T>L9Dlt`Ebx
zt?!4sn6Rm$f52Ge48AJ7;V*wtcjSJLei)Jeye|lPS_J)MuJ-Gf&&C$#@V&u^y?oJM
zkHoJOp@Z7?3RZkt(D9CSK5m#7H|2ZG4NCria-=!CVG`CIu@U{!`r$M+vE022C#Ync
zH$#zBUFOjGO0Gb7l-`*9O40vd7@I6SC0hZR_IJ~*`irCZUcpPtNu#t+Pn=^Fv4X%G
zvf%F||1=#_9J!SGY`$6YU0O<CIzjNd6n|H}7;m!zDB193_6g9PTBAzp_PB)^<B0E?
zLC%eI3||Z$U9RX5X%XngxM&~%EdB|NDS;GyD|COcD=^Mfn-kwGkV6biE+rWrOLh9*
z6uDzUvF;TU*RD(dr@Z+Qm&QQwbphLF-Jk^0NlfHc53Y6?0v+$Eo8>@t+Tp^c9IPsJ
ziQ#ZgbjVKUKK^M?ieU8h&bpz=F)xNb{U&dywZHR~;7{;Z_T4|R=xTXUFMRCNUJTvb
z*Wv{x-+OqJn+VLi*LvHC#3u-7Cjgm(8#~+MDcjTLHe1`5z2#P|&g#LWXZv02iz^;i
zUP4Rpv7!PWLC7vkOW8{AmsNTZS48RhFU5-wlL#iU3~zoo;$ec)8h&dDF;^uzb18Yt
zVzw4YU4ar`9NQ`!YmM^noz<KLm|U*1@%_|q0*bvoqvTtWzwFsoxq?h}<YHR73Z~m=
z6V9m<3yDgt#1PfIjY_hU42P2#S<SFg)wau$FZL{4&we=nEg0Fbi#yJ|^A#Es)^IFQ
zv#9xCmn618t!5!eQJ4L!Pf<Ti??`eidgbwF+Cg~NM0P@5Js~P&Fk#=QuKQDloD&zN
z;HPq@RA9`Uq?Qxj6e?RWg`s#B<HdY`wZPrQGW$^^+#LA{w>N@YcazUoFQ2Bgj$Rhp
zoKs9Y*7H8XU5w}yqqc`GOI{-zP0DAlp*SQ9H1T}FhDKH`E_nHKP299V+o+i<P~l(K
zholDM&^me$xZ;*@DqLM>_{2^)WnG>NX9msSD%tLHzhMFqu{(^G_(LY2Ly2#BIB9sq
z6xE?XSbp`!)jlmAdzx3r<|r$d2Zp*9q48`WsWm3_M|otfVq+4!CP5!#wjPU5<VV$^
zWnQ%6^(-1?97;|@dL9GO(>x|@QaH)1+y7gVeJg+$H^9Inyn;JJoJ}hhkv~|S4S%Re
z`ELP;(HM&czvVtJkZnL8g+0|G2-xvk-X%HLjqfm(Gs13JC4^EY`M20Ws_|*X9GWMO
zsD4cUQ%Rw)!+w!HwA3u=SCf-tMs;c;e9;9DLCi&=I{V987goUp?nZLV##F%tKEfzb
zH(Hb?M9!VL=pwwou8^QoSM{G<#?2)vW{c+5K8i&F)!>Zec+FzTuFpiY{Jv=SKK0#G
ztQ&L$qVidc6@z$oO|b{Nu(tkr`9O!bZ$D~PIU7+hW^EBkkOKz*nfMaqf4L}xL9CIO
zLctr)lymrkE5AaV*ODZ4Z8%A!bf{Jc9TGXbSsOHwUtmhe4ClRCWEMva7YQ1$n7FE*
zy~kFA=X(fL5{sjAZo5(|gM6w&EkX@{7*~BPPuksxkT~)o-TTl_0+9KjExs^`i0NGO
zSDP~Z#7J9~G^K=>7mSM&)9`TU(D6%rvSORnJKTOqv&_ooTT$}OV0Jl~WV6bt?FC-b
zjhN9=PgVmPt)#BLzE@~MdfDo%!RZMNWWKU{ghO4mwFf-u6VQ%@NHHwr9k$S>g`1>u
zlVO$zCBiB)ZRpHV%V&Ma{7HMluM35#e?SU{4hG_{YDRC?=xh|li(2ynP%D-8{lz8C
zWIp0BYt`e3ZAm1B3~|G0RTAU&xuWCq?&L0YB)SZ%v?6F8^Qh>3W9ITAvk3xRU4@T`
zlr~_2?bO$BB9Y=xm9<(R0_{rIfcHdYqaz9Gp5w3R&moAS=66@QP7%L#y!?kXLym*=
zQFz?kpIpG>5onWjOb&>-f$<^F+7E!GyUFh`jX;696iI?x<;|Fk`sb~wN4vatG^#l^
zA--2);<8zsc+>pK8koVbQtMUDR$=02k%#ZFXK+7|sZ9sUPIv1hmADVd)xQ)tT?LO$
zg~wZ@hP^*<%j-uWfXn0J!>BKbyT}0Iu^}uDx_+HE`lgtSdfsJ?Vi%2*<DkMS=urcp
zkv`O{%pjuq@zR7rCY5ycqKYf4<lYy;8GiVWrt~8Pkw0Hx9i?*Ryg;5Ls<MzGokg)v
zVJ{XFyL6g<VY#?6!<PHM#T0nKi`e&6#Vf+p-6%hVZhZ(r$V8!d#?sRy;zZ_#rTepY
zOs>^m)h%5$A8b&NhoRWgUs{cFu)>#d=rBY$Mfz-|jq$VgX}UzUuS6zn`&c}iCF%>(
zvQw2iCAG6{5yDU-zT3sEmqqr{L&%`<gvkP0`|?#wF2SXm5dqJ7aJ$NE@r{H8ao70E
z2RA&joVk{_6-WU(jrcpX+o`>9K}RS=H0*=KbCe^Go#`#0Y>_+~Ovvv$yL%`*EtrEr
zZRLtLllhxJCp)5PoMYqy-i=Fa&G1wf6czw*$c(XRES~UfiMh#HbUDi+M%LD%kJp@y
zMgrf<eY9UlsGHoB3!-!L@7jolDq>GnxKAOMOWt@*&m;^Hv*Z^u@Nz+eat#6hR<F^Y
z4do%T@mb1hzkRK#=>fe}iljCO>w67K5q*qYN5><HRQ1bFRuuKpVW6}9{d{2gY#+B5
ztTY>pQG~(1(^=r;6gV@RcE%@_ZH%=~ZGleoOI$+<&u#VE;+!8kW%xdRYw*048XwTc
zaBAHcnO)Z#@rW-A`Y0S6xekj<_3RTAPlyu`lH~ERKl#VI0bXw43$JyY3N*efJ_C|s
z|KJE7ea$=1JQl_$M(&2><ow<#jm)PZ?QE=*b_Y((uN#xUE)g?>2@0uqewEQOn3@Ji
z3)Dp(12GSwODb_OC<+}kYT0l1VtB@iTwEqKtL_Z%`p$F0n12RG-rT4`HxB-GybDUz
zIIG>JgxuV#`uRy7;!3tp>%rDH@fh-3ft<~9ri%>C3w1@X;7w_=T*x{`jTUs*>NeYU
z=Zb~XSRfNEd3kh_rC>h@Nb^TthasK;{CT~Y=K+CGl2bT-bb8$P+He$F$6Jr{t47LB
z=Yc5|28VQ@;_VQ;@B&BsA3U~FFnN?$pmM5Cy;wiJYpj+!;i2wGS>`@91CtSDJj;dE
zwl`ESE+;AIZ}tofX2D&_5Rj4M>E{eqY!VH`R#|a0+$HJS=obaJh8ww<kn-A0Ek`I@
za>J4<=M6ZkXizMNcAXWpLlekf3_H_YJ2WZ58Jl-|0b?uHp|h^1k8SvUIB-L%PlvP~
zEg;Z@BdHD-h^Ww1Xf8Vs{yt=xZF7299cRbxQk}Boefx=+;2VW%BR24VffkGvzPo+X
z$co~2&WLZOaMRjrB0Sj_jMz(bFySESNlgTH3-1EUhbT4``eJ~E<R@cSuZ~WkRPaVd
zY)$qj`B)D-gxB6$Kw#Lxf+*RjcJe39179H2f)CTS|8Pcw8vE7o;F?MStc0FW@UU%$
z+$Vv}g`=C!T$!-ZC-i4v1&4=D1O{eh*3UwXOAEtL+SV3}ob>!p0K;B9)=4ug(5wWA
z1$;Ggxl>8p$DjcF2qWHTYCP6VP-|_ll+;6XVjm}x8TUE)<7e~i1?`UJJt#p6eND&&
z(;7Erqlx_4_#wf4V4xu-ago)Y1tonSrE)g*OQy%3$`I;P6yoJEY2N_)AMWn(;d>il
z_3t%bgnN(0i)!s(ldcSQ`-0hd4g2t(J*3N)8}H$hn26{<Hf<^Bqf*J5%$-*WXa!3(
zBbaK1EM5MCkf7!=`O>P&^M#CV9MLkM3eL)^cmJmUme(yF{~|<;y<_X(AZF>eVz39o
z^sI8Q9KkifHC(E@%X&<TM7NM-%AL$eP5MyV4Y;!p3}a<t?yHq-Crqfa<Y+e8@{r-8
zKYgrp5%wx%rfvsNtF1;yJ5kGvQ?>lvlMyj!Fme9%);zW6bEFuZyyXo3Gy?F$qfq^m
zcj^0xzmRb#$zIn~P*)4zF7)^T_1VqC@E`O<?D%iSf3bIHxaf8Nw*VCu7)>%i;%aF8
zc!ZFgY09^N`!LDa#&;6PMrSF}_yrryMy}7~vUfKLf<C3p9@r;NsNr`5gGP7RjGDyb
zY~n;#CpQk;Yt%ND^*b`l|F}VrUEB&fTd@!1)eKbJ;Fu=4n;@BE<&5-H%s0OL&X<~W
zr>CS#q?yQX5(BW@KNWf_t+(TePsk84zYWnLyHEIGztta7Q^Jk)nH1hYs2Oe$RGuA&
zdL&zzM7g+uBz-EgClP^pm3TBQF^&eV2l$E9)skFKpCDkKxDcY+8WB4DYX+r(U!=GV
z$RnqpA*kqqhoPd%f9OGpej(`IQSkDDI+p<%V1!KDifXyRx)CxA4r`s2u}Wp>77PHm
z?<E|o)n9!mqvdGF-!Sye-k|jtvc+;djnpS0k$3}qtV5fjh->j|h*2uBu1(iOO|{qN
zS~$KL7weQ$44CudVdI=f#}PlqsQo=h6Y0GTX2l90aHldfEfK-41P()!Ph*c``xbls
z7ee4CX6k&NRy-j0Ktv5Wd$JeD#S7M%kt6?A%aOpi=3O3q=c9bEJV;`&90_3N!T(bf
z=&s>8+E?6&bJ3~sWAS>`v1yP$m<0i%CQkOY?J2bgHlUE?xQLE$x+NOt4t-bBQ{GT*
zhsy#9g)kzQDp^!z)Iz?Mgn@{HsQE@9gZzSTz|>STIWHx4uQcfEA5n^mJ9toIV<h8~
z;kme6SOh}4x=(^ujCv!pa**zF?0NY0;?7|!O2gkAIjQ&<4B^6Z)G<b-e0$eNTXMeh
z7VCTmjZrDiL`OKP^Q^PsSJT>9tHo4A@Ho@mE>cJqK{A79YeeA~a_OprvrT;VqUrWa
z^rB;SM{bu+n;US?zPU(sCgh{2tWH$POeFAd=$F93rIuD&LveI=us209gcUfD{$DAJ
zv-*=wd5pvRQHBc{`DNc`(I}4iF{N)d`u#AdV*{>yZ9ZezRiCS{j44c_DBy0a>M#--
zVTb2cq&h*gXk$Yo-T^nWZ)sN&bA%p<KjoG7ze03HVGyd#aD;4FlKdv!B24I5#-tG;
zGjrNaut>b?D~wf1Hk48?Xjz^T-#S5y!aM~iD4A9dd0LU#Zoz=#6vdrHdEJzR?}yk<
zH;e$(jQ}ZOe5s@K7+Z@kozSpvenoK(mzsC1X0nUnR2d-5n(a9^Qj3Ys@W`2-ke45=
zMejNFyJK(QK;hM&G~TdpYKR8()>0!>re0QlPD%AZ>yyhLBd#if&V$N6`e8&I0WRZ*
zbe7t^<)}Y4bp-#+q;LIUc)|}C_I6&~63>hSYi*YiK|rDPvl>5(E6un@*Cy+4?x)CN
z>Ap+r-;hsn$47r~UM1^dm?^;|5ViaBkX?BPGg<S*z>^HL*5r@uIFMmy*@7CXZcH9!
z<?jDQRS`b$YA8`uw04u3|Ao_yKFL9$L1^weqHk$BI=h4LxwSWZqkSpu|0l#OY-<Iy
zVz%vDne5_jwYt@JB!v8r5iwo_U*Z<Dh<n%`F*-a8(Va0c6Sn*D353jW`OJ*z-1Y&k
zzPb_rl46#s4-1$GKG&T%J{42?2+iPHX}EPj_GsIbrKG{hqP)+E>PI0@MWv)vJt7;a
z#&ZP?$NWusHG^*LZ++G03hTtrpv#l8cnu_(m2FXewjd#FZNUA6j}89o5C)7eQlv*>
z3<ftW)I}Ry!e6{%3O;yTFC;_AKUaWO3`pAIZ4Goh=?stfYY<yrM_t*AGjJO92!*%K
zkLbd69P@@COVE=egW+<8e|!qWBf+`^SY+Wq$A+JRi-s4fyuO^^2AYmIH3?N}N-!Cg
ziT_O5I1w)IyE{2B)(S?0h>@^!WR9A5f1o;86q2<7$FHy+K59@#FMrK&NF^Gi$~Eoy
zHE(S3uFg&HVR4rx3(Z)oWU^I|oE|%dyDTzRpD2?`+Y`CzqwcfdA9Z8r!M0$?rQeH#
z+{3s*)QJyb!y^d2{epNYen}dmdK6az=v8!ayy}a^M2qt_V*>z(Qa#Nt3dLo=@t>!0
zoyUE~q5erar~%Py5&6u%a;Q(r^w;-W>i<V9jJl7(sDA{{YKmnod4*e63*u@UyD>8i
zP@ipQglrF@q8JMkG6THr>m_W8rI=bN%$UKTq-g`RFWg{{sK2WREx;=?25N#MSVHp-
zq|WnHOuqkkGKf)Bg!~hQLRQ`0cXC4t-YjSPYw{mG*BZhjHhGVU?;o?KWKCfTf3=G+
zM8h#v-C$|edxB{TtG+!SHTr^sk|#l$gf5=Lq8YBEecc0I^82M!wDH-WI^)}x7Up4%
zw9|c}VyLi}81^0u5G1U46f?Z>vmRJC1Vdj+aF+9hkM9c&Tp?RJ$9rq@aPOZrLkUwT
zQU{<>3G;ZB&k`$TMTw4^AL&+6QE3^p^SyTyB+(O;6q}QcFUpbl-D#mo_7}g=Xu;~D
zqZ6?j*r8YJ^QYdRVZ|2Uz&%|Y41lsSgC%T_F{vsdyM`t<i3fz~ex*hPE%>b6ocVQl
z3M0+4_5#h(Nfv0K(RVCGEvGFzoDWI)_LWZQ?GyUfbLJ&8@FVtSLJ5gpb4QxLgxg|o
zyRWYSSpJX<LFy8`lMANV1JmM$1xm2Sv3m+bBZzU-5`Af#M(TM25J1Pp-tf-iAx`uj
z;I&rcIIZEM>oySD?zuioyVK%C8oY8=13B6lW&t8FL8MO8=HySUoIJM!_=KMK?=q_&
z30;laE<4|?G}rV3%<XyrH8Nrd6r}I9%>i$--QsSsYHM;|Vfe*xHrIyz-c~klOXlsD
zBI^6Xf7<Kyp?AGi>L?kz(u#f6jYG5A^s=6El+S5eDYKE-bdI0tAtSP0$vVB{p3VXY
zE&f<nX1kkQG^$P3qQU$)V1?kz*hQDTshPr>;PKnb;zvC>3}8m5{ypsSg!1&)Y$Z<%
zp>wZl43bM@!pdQlDgPkU>w&CVefa-IG1Yg{RwQ-f&GU0{_(w5?Lc+bAjNs>AEbG?`
zLb*sb-<g$GGNza7=JwTC6Qa`;Ts#*i<WG%3R(}%kme<V5_DR4nk})8drnhX6Zy4#N
zWpN!9kyv%Xxe3JYYN94FF5LTeF8timKum%keVT6T@#T$&D;M`n3NzBB(y=2+yekGB
zITfAU^b>~ebuAe?Dsyw4>sgFPVSe_=r&zw{fv%N&T1rW!?-0a_r7M5ai}R@m!S&v<
zbh0p6%lFZkcRGb*dP6tW5G(HIMApb8uH=`KMGM=VxYPe7x2jXTWujSp0A!BUhP@mZ
zy-mtC5RYBNbSTkk-Lu6epA9WDyMMiADf5Ib`Jz5M>|N%_O71SeZ|mx{GX_^$VJch%
zFT670dv<TVGx+(`K!g|Lj&_OL!7gC}54({4Hjqncl%)fGWL@JEvUy~!XHQEs!jsGZ
z1FoN*Ce?vWAt;^N2~<>B-OH8Gd?{aVDu}`v_{4J#Ho~|c26CwHO!%dFG*l3Vd~*SN
zJ&k5u6;|TVoQQ5jes{g=gfdPq$WeCllMvJUrV*U-1Tun^5&D%HmFkW7umM4xto+H9
zI3d^_nak#Xnn#AH{Ko8DVVcS0ZxK&_4!*3JcOr*P3r<#-@C<`Ut~AW5{QH^0H1l_E
z34X7&sp)MkT@m<Z8@KN5-lgq6$G80Bk{*4ELH8G-fyvU(V#=6x)q;qDC!p~yqrFc$
zz8|{R6hACe17kGwv%^Gxw*4E+^!2VG4qFnGZ(6v`mFWlgYTj`*7vH8L%jlqU38bP{
z;+wC9l-hMj)j2FZA?L^!;a}lHJDpfhpNAJ{L5?H?@3OPAw~i}*WMzH)HJZ>}=HI++
z0&mDliNYxVgA=mD$2_+{+}KyuAD4t`PAvuy;@iBq^fU*E^mQC|??gQKqfEUEe<1x{
zu0uV!m&pRLU^o`?4NmUK`7x<)519M_=;zCjXh#B$j*NWBaZGWxfwy;(`}S9As{qi_
zlhYNc%i*da2fm|<58?6ZYQn4{YNw~kL<&UDZkglh9a%<LUtedbJ!nxrLUB*2X1(mi
z+o_HHa9((GK{lWdLF*789f-LV7GbGOuL^4=T?SpMl36ks-@6%&vAU^Qg%jph)eHgs
z`ihw+eQs?@E%7hQH08f{icuax05C&087;2~zCoq$`+}1qw4<PIQHIGA8pUWZsl<)p
z=8nJmC}~ITxVln863V31Fzbh0H@}DMKuC*{Q%<k4BnS{)*blz*L8^?CALlFLK?_Yn
zi>4+8k8O%YR!^#jNL0!mIW00m<wF1WHg%Ntjr@}5By#8_oegS2olaINsnI2=8oF;p
zyFsc6B&qLX0rbW4iJiut$&+x(b}Y~6?Is3QM=PF&bu9tJ$fnAn(}97!4}>XKQXYoW
zl38)F5lE~$Y4pVP-u$_6Ml6TGp=396T;KA)KDfe}<#{TBu?Kcv%4kQ;FxS%4n03#1
zPb?QaX5cM|h@qL7wOi}`$k`vQ5#R6LhsP|V-<?*acAvX9mp<h_z+!OeqDI;8IB247
zM!RalktvWLl_Gi<h1&eN-D~7|iqSmmB_Qy_5ArylUeylK*sSQe+`uM;CH6O>OO5!7
z``uEoi&rz2UD+T4DnUhy5i8Y@ouuhV!HJ_u5N&vuT+xYvB)8sk0~C)^>aH0!-&Ky7
z5@HV6sr;a7$)VZcf{!B>{wMFJPsimd`DHt80^wjRyBIIZriO-AH0E$6pj#71B2$q>
z7Lk+U?PbO9l^W{)&f`2YWXrGd=kb}x<KYt*&7+lFRgm-!B!~JJcG<VRdy3?%^SQ&9
z5d;R}73~#caXtj4TWPZ?we-)F(B(Jye67jTkB%x?TR+bzWFksYC^~e27F7(BOMc~!
z%I2H^9~Q^+=4w|--5(;96XRoUJl08yy1Y9M=UH=l!r*^p&&AoAwEk&WuBK^EQpZH9
zBI+nA-51Py3K=6YY>8}`TuyA`Gtd3_IX1P0$iBHc<c(8{7J8|~LQXVu2<4^3kFv{V
zo^(VYZexTU+aDx%t-U#2iiS3II*cawfb}E9q1k)tAEs}&`~(T381?n%?LB7*VhqvB
z|5&K5DXJ|)o)OJNg2+cVN7X!_>zaagq`=QBZ=LwV8yf+2i62~UXARAY5~if>lEy_!
zeq$;95*$$hT&2D%UPZ6b_2eNz?QnvUkk-j(zpKapgd__<!U-A;mNVOw+6g0>Nf_C5
zfp3>t^&--JxV=L*U3%FUe!i}ytta29tk=A24_Zo4iwSM=V{Q8@gK>U~>cabhvg+&x
z@_WyHC&kb0%9&`(d;3o;DIFaBtR?t5%`3`G?B`)8hgDc577^gOfy-ntaj=b8yCb_&
zkpbQ@60|VFZZ!@97P&Gp(O*bhhE>jN*-}Z%R@r4n>h%_d;8|Feg;*()iT^chP~Nt2
zfx!_Gb*Bd7shCFaD+HH^`-G?TM~B$4c0S=J+p14>Cm5GHQt9u8wxK$B!&w|*ZYP+x
zuLN}B=WkeXze04QS^u@TzpKtR>DWj~A0&uqs3(c2`c95<$;Z#cPz{oOzV9o<)4RO6
z5w|g+{ninDXi3-i6Zv6@H`w{s-S*2-kPO!T1CwZ#G{W~WCZ9E3`BaEKEPM>UE}Msb
zef>9+_0ax!n<F~4PizL?;^Z)6RH>nolSd7UCH>$6cPI`uii8I1UqjD5vrTI7-|hyE
zrXt%Wg~lvB78W9=hUjkox5&icGc6l>oWHpwcq1sbYeS;I7MMS^5JbwrUcY3RE5s#+
zGBSukqnEp(*>Q_ME}4N4GlWS*<kj);Xidx9PTEAu1P37oUiAbCh53Jdx8iz6%f!^D
zp?{wLB#X9*PAMNg78pe)zt5~0jQ!azaJ0x>x&!34Zb~K3ubDHEnG>3MOuw7M$G063
z7uq)igoF7|Pz>hh>Uu2HWap4c`yPh9Nx-9J_}vy+?``Z&#Myb1*(?rj;lQe(vJz8*
z9c5?7R%fVDZ>aCgeJy5A%XvVVnW9{Od%G|fE8q`-UEsm)r<Rr|gzRxMj=V9kjh`AN
zcUMBb@V|(!;e;5{<*2jYE(JIUh3KV!+59F;CAI0{J0-B|fMoO6*UgfXvxh+nO~AXi
z7yq(~2F`%jfgr@ByxOo`IquC+?~5k{9K9SSNHndXp<(N+d7~#4byLhw?-!-4uC6Yt
z`vz21*Nenfo-<825I&t9SB2OMMi4=&6LRS}jh0_n#=u4W*O!({N*Idb%ZD|3m2pE!
zNr@%Y;)~3`loc~=F%awTAL#$OV^7OSC$6JY+20`+m(tVoRkv}=s(i!aV0C3Cnti!+
za0Re)ejdB*yw8eWEbgp=8EZy}VIBIjtqr48KBp(4AFc#TkPbsnZzFO37!06bxy*=T
zhT>iDR8>#j8Ms19#=$inofB<oZS55zMMHLVEvq=@E4p^?4Vf`A$>pJ*msu!JN+%?O
zP8l^8z4Kljod*Mn+>OtlVQJ}qC#`U>y77POXL<P5P8B7|joB<$s!$j#z-<Ncj}cE@
ztZy<ct28AS3)^ScDl@*X1+7A}5Fq~%6_eS7wKnqi_k#0%h<F>BLhD_L)gP7R$oYbN
zBlgG#A<eP%eV<=!<G?ccLdN91uiprto2$o?)$VBUCV2X0R-@_csWd_ySh_5dq=S%|
zg<nF3B$40Q`5m9DzWCRq%-i><=V#q#?<a{w9yPYBCW{ee(3|_40JC7RX?a>^rgVCH
z=wo7<?b_NJRaCxoNnm}{#Kl*%q8|T!LfR$gAb;GSR#O_Z9w%}QI5=P33$P~4or?#6
zeI+>v*m{#m<<;&+QW8Uh>p=+2s4cZ_JK?FK7&HT>$oB%_F<Im<SDbT;+kbj%1~bP{
z?cP5g=J^l%zdd$ej)&4Xbd`OrBIBWnB@we6@uVa9gccnhKBAmUYEuv!n?OBvYGW<@
z0zgud)}@Dhe`%ZrhDlq4Fdu1zF4n{xyC|tY=yv4rdP12w<F2WlL#E~P0-C5kSTVLT
z?9|xEWC}?{q%)a@i3qD&goknmySkq81z*>{pK(U9Pw4G|Odjdx!)@oqdi0=7jVTdc
zvEe%%k+04(`@n@1q2S8O%H7YkwkKgm$hCGa6yec{o4;FkstfwVSK6!yc`uP;Nv1w+
zZ5n;92-e}>Sh}URYun>0o|H`*zcZ`Ho1a$$?-u#z{~jf0(`*PEG3i_I_xX`T6C07(
zRXm;@qbAgX`7wmQp||;<pV<ezGxq&W+*l+?)lLqA^&rlCB58hk=jZ2l3Ok$ey)rjP
zhwK&dvD%#5_bN+(#7`V57pt@^TX=o(pq2rx#-D5AhK4>63c9@8JY5yY*Mp<r;6M_3
z9q}6R<T;SV+1Pk)(`0vh+?4T)^-`x%!^Q@CZEE}$@D`^hiGID~Q*DTK<s*n4-;uZi
zZf>B<blMK77q1u`uq?RoW`Y(-^!5GMp7KyhX=#J!O}Sn{uaNZdOIM_zJnizGyw)3H
zOZ|y0pFgqr+jEB|J3ratudm>k=4e{&;grVV%d9u(t`YX#GLnV;_FJ!pTHJ~m{})Vg
zg6-dN>-{6mH39WyDt;aEZVEb+dxbv3=FlKO7qvI-(<!E^U#kj33{m6)8T@B3bd0;*
zv!SMj3WYS>fy)A2!^tY}^fb5}VOG>q|0gx2R9~^kW`Ih@uo&GI5J>h#S9^<y%U>jq
zgASw8&ja_|Jf~3E@+HD*)gkQn-r{Dk=S@v2F__TY+<XLZ|0L8Ra!flESvsV0yvukg
zAM|#9y6k)vr7swp!37h?X?Jc1i3wH$FGxtgm+Jof_RT19&M`JkEpU@h&mHo3ng+;q
z#d-g(H||A%n%~nTQQ&SAC|}p1vRgJR{H(n*`Agr@_3hzHg_Z;+Cc*IJ)%y{;RrFzy
z#F*sDk>)A^jq5%`Ir3%q#8QigdX36J=2dS@BMmXmc#^jRZFaWl8xf60TCS6fGOYFR
znO+42jqys&D?z{wjwE@=ORegpudt7KG3gahzn9%?YcmOA;gwf+9Tkh5S%rIlx<~f_
z*zEI{&(vgREwCW!Bg3n)$eEj4hBveyqfSB}jwKSdmWk3d&RST&85mXwA@PQ!77tt3
z2+Kw4dj=<GtbZjDkEf{ZE#1t^ySQeQxaQ>K&@zmt6*9Dll@zzYPfWy|_MQ%kMt=13
zd#$R!?$N5`wm8qv$n%$9k?1Gp5*F4za`*A^onBZ7RS?`5UGR+}1+na+Gp%LRSF|Zd
zegkSscwd?rbq{ZrJrFQ7BO&2XPgLWSDws<@UA~;0SS<;zD~I*+J;H-}cF9^65=a)N
zc{}XdmQ6``FF6HQUs>zw*p|OM^$rhftW2im2;E=Rimj|w7N4C)EM)l4e`C;dLOxm2
zErw5B*FW!xoe~-hL8Ph@gf5P_ZIJ{9&TK2NVLfZoRmolMIQM1_9{2FbD}D6&*3G}5
z#}@1JdH!>a_r?Yo&|(23`YiNnaPTG3qO7owU)>#V#*yJnd}^bixt9B`)4S`?5|uw^
zL~y<|HYrJEU^7@M(xmP+>(eRW(2Bgo?8f8H1n&mjX-GhGNNTFt>1w@B#myD@Yd{{^
zX=oP26G6VvJC%|x_GN9mXRIn|aZZ#Ymp6ckz%~pKff<AZpwSLP%%-K*ZiUp0Ru&4O
z=*YvLT4<LylL%y(PIJq?^(js<)~KV*5}lex<w3`xZLhk|El5wc>*n*+^X{RGFdj_y
z&CxHGXRM2K>ALU6H^jktTW&9!mDNZ9b>6}<?Lm@zsRN8GYxwMXiVY~jOFx8K9z<Mt
zz?VJC*)~VL<%WfY-FK8+Oendz8#8VlH_cq1Z`cGMGN>K{-HG#jo)tR4rRK$+YTzJR
zYP*m8ogD+jzW1znyQtr;;r!Cd5ef7?(My;64|LD9d~WWD%h?@G3wy!@d>H<jf5zg_
zKHk94tb_a0SE#r9A?rjDMj@0qyX}JJpx$aKAGZ3b3`JT~sE9m@JocZpqzc+37&x)D
z4xk<)=#DOB^Aag_dOMK6@$6^F;%0Z09ajg(P?Hx~$97~ZKxf&uH0B3>D!<|Bd~s^i
z9PXv~$#D00)@xr}(5UhHOf$E*81u+)t2D)nH3pf}P*jSA#YIrE&Ws0GE2a^0z36n5
z&*hJG=jsl~shY4gvaJR<Za)Qh3=IkQ2ji9I%*$<@5O|XZcyz^dZaK7+3`Gg>RRKkK
zQsK#n#RkF*u3xVsDeYRywi3iQ)TfyJQ14EOwLwSc$szL1t%yYP*aDD$z5iQ#@Bo6N
zSiX@x$(ofR>KEDU1`ckiedE`j-JD|BvG~|ngq(WWY@`n)+X#qxlvMuy{#g5CIZc_J
z3D?|X1zV^Ir|hNamq)&zce*ILJx>jv9~1JVP(fFL`UL)~joH@N-X2%Y%6i0o8w(#G
zCG{pTu?Him&^-6|-tGIe*wQdCD?(j1h<2UVSD=*ZHT|O0PG6n=lQ2XIl#8{hF!U~K
zaI5CAYJqBgw7}_?ShrkbLyj|-hO-H%dnI7EbzI!2B+!pa!v8ftS^njm)g>G><SWmx
zmzsPhq#zwzXDmj94vXvVNn6X>exXajzv*!uY=Z3Q<{U&n=k{{hwzECRwp(0N5gZ}V
zy%Z^Yp8*fK)%-$QBB{Xic5V!NY}2+}`q3|U<%5*dPjj*TN|8M}>ZA&v)Cg;r+jW$h
z;_>MJ8eGc7AD1WeT$W7yy0@e0cJ>i4e|bq(7J1DEaB<uM&Z7dHpLTBEP`jV+?7b)N
z3f>-5IAqxfebRfj+YMvnOQGXJ@le5NK{Im1D?51*a_r#Z2TDCbjF$OGR4oT^YpnS#
z&YRtAj`hN}|0@{7@21_{>o|Fl`7L#JZ|I-ZeAN`upBi9}+3cb@5YIWZpl(Tw9V<;h
z{$d}1N<{T~-Oc(`vKW60PEyvBj^qEp4XVn7fbYndtih+ngc=&K-ta4La9Js?%52;>
zWwAUUw5@@mq5iQ|8GLJ@jAibRp@>P1_d?-f8l^Im0m{W6PC6JP-cma+HxKNSa1jMl
z-UO^kzVdiG?};EkPb@m+u8pLjqDJG`VLQ3GC2Uko^x>NG*9uBxm5ZRV^X)raJ{23-
z1{l8#38}X*&p@B}F-4$3ju|w4^@2iOKCOoKe4XiMXVM`Gl_X=i+=(?GD^=`Fk4)}H
zR2EH@OaESKGJoz<yRaGd@I`MKRMQgWb~v|MSZw)0b&BxuV}!VOR98>X{=VQVW~HFQ
zMn_kIJmQ{n>*pCw9@tf3rTIVxu;-4LhkaKO5>@iJWei%=-)eq)k(~1E0{5|>wn><?
z9drwDDiQD4EgmWA2{y&iIgyZ^e;%OwJ$0gz_cB}Q|2kVcIhmcGZ$Qnn2kdNH(LQ>+
zGI)K4g*ULT)D3=ps`m$8Njz=5RaL1N$qa`|uw0RiTx}aQHIG4oF#3~&u`G>04=nPM
zhoLSyWNUr@07xUn1qtQ(@12hM_g(3~;j(FUUMIh-T^Ls7fnRz48S^z_i83V|joqlK
zl*y7v`!8fM*lT`d9}Dx9h9md`dpaa0-ABG1M|~)|j+UbDkrrE%2{_<YUZEz6o}y^g
zZD_MWF|ov=U!0C>yd2RA(TpCQOr85)!69;qsSmZENQmo0290_}?881D?5SKjZ{nbk
z;H0y=cO{b`M$9IbJoSnVJZyhc;&tor^(o=qI`Fw3P#SSE3D8kv=noL-or=(*;NgeK
z(K$OUkU=WCI@!KyK?)mODNv+E|2>e&$v-1=w9k|}H0jaY+|p7$qw&l4<ykahXWEuc
z+K*gU_0l4};7<xpQKiVM_oZAW(?hD}mgi=2hJz8a<QiLF_g=rFT6r;xvAm9wVccvL
z>^V<mt&=!0(mDJX5IA=JvJyb?wO}AvgiWttfZr=bM-be?bpd}uaD4juk(ET{pfLD}
z77Pa0!nLX&f9=}1!M3uh7*uD|Z5bG(k?fa{KNL4K4B%*h+^(Z8YPvArzXm8D3_dZO
zb7<4>+HDj#M8)EIrw<G%pp#{OrxnzP(Fpm>ahiQs#Z<+|hq&-`4acvLkdRb@5*o&;
zN6RQ?u2HIL_dw)_!VcLcfcYKJy9K#xt?}KA%u?N{0^qcMi^KR}=$g;O8<u#9btvq6
z>M?b7%16!Sli3vCcQ{@hT-{O$HQrvE-QkdL=IWedvk50A^&_Ov6B3<SyBGNfIH_E5
zM$>BngtI-9RAi2s9R9N3z9qUaKX^J^4aZINcO@m7OBR%igitzzVeA(5+=Dny7iMOH
z*Y!{Fn-x_zEU&GBi_?>SNnsv0ZCkF_FKW&GF)24EoR{&s)OJ~|{YFAyPG|I?3p)4g
z{VsX_HSMzk;p6e;nMR$$f-2yBY|YMgdNVhwn{NjbSRgh!o#DmI)fKjqeR*zbm2ERO
zEXdhf-<;+|R_iH~+rGf%jnVn;(tBK_`oS}%Dd)O&bGoVdwYYe^kI4EwWm167lXud@
zG{%}1z{&5!{UgFq!;K_bPHslx<upV`*he#KHx)Uq*1@tX+0IRlpPt47IIk>O15j$h
zxq1`W*#;7$!H1-!VTIZlZBGlZpeYHpK<6gy(cL~YdxHn8_><G4a({fWROUbtQt%ba
zFcAhOHCtvl>?HMMWNZPUh7|RqQgv6!dMkPiEDDV&Wum#g-2x)=?Wkj0^RLaARfvH}
ze*|N@>?x3`e&QJ+gqd`hh3{RWY=^l&OFn+Zzu<YhxQlTMA#+N)g%*0L5w!0#HN~y9
z+>tpw>%Ji2^XGe=f?JRxGVq5S|D5$@^AbjhN3TgrP2J>Q_pJn+&HQa9wk-?Zs<K23
zU-%Z8y5Eoe(qeMWeE}9$rc&vd<1nyCU(+VN)(3;a7B4n8ysdwe5p5i8-0!$1wj821
zYhGzdROiItGUx_kZ?-G7`8RE)rlT&gdcuPZE+<o-V6G;!-1GG>9+W=@5i^5}ovqJb
z6)ZTQR~hmscEQsW={a0A2YSd{e7{_E&QNPs<=&nS-uG)PESez_4~>i1x2lD)&w=LE
zQWAT%ov$^w3fhsYFo|sWh-|%2P@B`Mz#9|F8@b+sI928<L`O&fd0E+k7ZZVw(mIrG
zp{lbK+c#YLYVr)#(+e_C7u<)O)|9A}zUDWDkGM@}UN155?dM+9v>z7AyV~%HIMrrs
z>T$sQv|?3VRgT8@Jg>cXLE3UF(vuYTdqT@TtoX<rA`HT}K~oY=)O<3J6p-0374rTx
zGOJP?_FK{6y_5DMPSo@8$UQTUyW0;IpaY=)z;;VSFqK>AJb9sK!vb=zRkysRdo^%^
z>3ZCDwt3s7uuNo(+9AC7`VjP5V{ezd@x!*4NWOKaype*g22;>hfMn?5K<G6z?e%uN
zwu{<_DgJ(`KUGJs#bHO&ue8Z*OYu)H^wZ@GqJKQ~^o|HdsxQylbVE^*h?fWn5^>#Q
zPY|jhn?Itd1I>}I{zby|4s2fgPR>M)%$<Rw-`>GUwTr*^8>6L@pf~Zgd7Z*eKk7yT
zOvv8G<(uchRM<#%8(fo?pU{R$;Q1J{o1}Wg>s>!^0SnRR$zAK^M&Zll(<E^9s_E%`
z)xOSnx$CXSwBf8;D1#=psG{QAqxY_$WC*O&Qd?2)h4XZKmeLfAWm=g&O0(Xl^xr%3
zl?#_rD=nLnjNald*PfB0e8AboMUsiHC_3hlkZua!Tg*({8$yy=&b2Wo!2CP0HR5--
zHIWhhy(#AW{VhMKcUpd7{ZlDZrn|>Sbka-$5WR>n@v0%)0lc~`aC$~bP5nzE*#W(m
zuibsqOXQe^nff{1Csh&pM3RU|Poty04wRK)aT#w&Ox71h4!+ae%6Wadcy=A1Y@-N?
zq7n3MZ>)7z1;>whASM^I5Uyku^}eWqDXmjkOeB6V(7+f%Z_qv8#l$Q%-+w+r&gqw%
zTYKyA3~xTa`qqTR)5QY3Y|A_(g3WtK;WN?>Mu=P5P7Ty}+eA#$O?U9{m4`9xYfbJ8
zcK*`9EfK``hc}T05Bc8_G-Ye{SAXKKp!6G69f8SBaMZkZC1oOM>Hc&2<%UW^_8cxD
z&)u#s96GRt5U+d>a*hVZ>&pJqLrPcM;$P@jI0AA6L^l3w4E(P`!2d_WmxDp*D+p4C
zgkeSh^iZGu_wkonx;fcWe|>?nF5r5f7Sw7`*x$dmw9yw|{L^y~li-!%VCpsj(&NcN
za&1kO<!}|~g&;Wkw|Am0A(%Z|=$|qY<Oc~cG)gd}OZZ%#gM4PtQ0*%?#vzUCfZ%X*
zE^oIRa~}WH8}moWeAG8|6uHuA_#ol9NqJ1<o4>z}))I$6G77{=f;7iLiNNf0RC<U+
zVr4oc5Q7-7`v3(H8T-E<vdAe_&+sCqP&P?uYm(}vgEQ1<B;c{=0{|o~9;0}n1K{;T
z|M~dvwcy<?Y>m<P^Y@;dUj|~C)lmSI2R6Oe2C1yaiaL2=m<L>jGCD~ePPB=}wN&c_
zkOsZp&Yvf9DtaLOdzSz-kTUMNtgPd<KU~8iV-UBr65z?TVL>$lJ2n*2PBw1v*o5;D
zMmd4UkdYbUOngL0wVE&dYSu9@GAb3(A~Yus);2~^-~C>o^tovu0{an>1X!Y?qez=-
zYlKd-&@c}y>P|C~Y1gENG(V*H7uNI)1M~_Oyi^et^Af@S6p&vG!$Gq2zDV;#vbdCH
ztIGtHTItiec(SR6!Emp#PxgE)ep15-wlv`hA<1B)w!7yvgpv5nd}Rs}x-^~8n#&N|
zqZQ{W%IA#O2uR<vG<I8#HS5sdB*Xc|!s}hrUd4o~g{{Vt<%70+1{=a&X?FoLe(yHC
z969?*wTtsVc@t+46un3T8lBbTDdhF1&oUvsi;bYP<^2MJkr(?V7~Yrs_TLtqizvAo
z*!g)M&$F(e*HVi)yy2@hxf(E>Oxw}5rqGn$u&~|9h<mwQYoFTd@iGV_TC3~3z`Azl
zmZj^HkwADuPb?3gc>Qxlz=LAPm9TmK<FLUONaiX2Pm$c3gR>C>#+s%ZOlp$r^lWW5
zcSEdpM}|t!nbXyPX|1QcZt4zD%sQb8h)A7G?2o0OmMT*jI)pHmMr~l5$iNmuB?i7w
z$W)|e{7Xa1ML0xj|Bu|WZUfWWcj%CIW%-H(p9aZ@Co@FD8A$5c4FNNj9m~#6v2J&e
zZ)ObruPL#LK{kJE;3)_piB);tv`?>y%C(Or(wO!;wj#ZU(-9wod+T%~BC~%xQAy&w
zNI<xyH9%FHm2iEj@qke9^GRZAazc^=v&I6X+HPzD6`3T<(ea{_z0n01(*7E1T=Vh)
z#k_d&gTc@4Y+E6n*a;4t%^-RXWY)w<WBWtT3&Xd88;>@A)~+~PvA*hg-;ZVpLBLBF
zU}xuiADMapxZKw_9I{-9_YWXZosS1I?ZlORxx|spDI5=wj06RSC0h?ijDMc%Hbnb{
zfRx6bGsvT7H}&VeWBG4hf2c-f`G7KmCmR}!n8x2#3H756B*kM|f3a%pPI*Z!2MLcw
zs**+HcX&LY6)6}&4>)RAOUe>suBL*$TNJG4rx?M$UgP=Ubk^_qbLRyw1C>0DMDW_q
z%!P#<4u(Po=N4Zl7Hf8%0|bmd56$}zK3l^9aGOoH=bXFE*bGSDqxwYflr!6iEVrW;
z(u1Wae-8JFEFH>mX3#EOV`Nqp`u@-2&l}v<fE{z1%fMs}AnKbl=e|>3c&IbD{~{8g
zLw_Oj+m`+6b>?d-JLy4@uO@Sa>pZl^4$TO?=cbUl@%dwhCf2V2<+cdw!-}Y@hXrz*
z(WK^!sk%XQaBm&0D7b9b*B}&7LTrwbHyD+7tVCx!pT|+9a}95HbzHq3;wr%<!dz1u
zGk7pS0kfJI<b6_Bi8v%rQE_Zt+gXLa8fM#j?%_71T6`(aS3DIl@8+hc?SUb5?&yZU
z|4Dt3<<JiYKWh1vu|<IL<0k6-*RxUjmQ|$h-q4`z&;8=orL#XQPNT0d5ToTWqs5^=
zTGL-y#-MmtpO`J#pJ=Y<wF!XFfQw3GHJ?%&1|vL7K6HnxpZc<sWQBGBAn%(9h3n^{
zA-RB__H$tfW}nc!<bz<nhT;BHo;j+T5)b_OhPKC=7qd~JsbQa^+kKGR14VjvVG809
zEHcORJ-MAHgsVpzsGM-w!w!!o!m<<e|0wcYl~pgs<0DE_Wlu+}ovvA=3c|K$Vp41?
zM?=StaCQE<t+g!c`q1;s-SjKgdF*B4Uoak?mFqh@X{281R#EaC1r%fC`=qNsq-69c
zaX-a@K*QG$Pl*A%IltKqc`)u1qCW)vZtX4AFNU;tACScJqy@Y+!e^jE9c7f>hLx6L
zOmdNP<*bS1UzLft>IF1Zg}0)=zDlQ0Fm>1`IIz{j)!2XHfZkC3o_}>Gyf+OUulG!D
z-&>q6oa-?}uS)Wa(M0}9!0ZkFb-P3vj}4EW-~a*F-ow+ifSgZ8TUGXntf3dwCWJrj
zWQC~xD63UCFtZ#04@9Y+hyh=ovV3<C!5qD2+FFe^I-UAM!NrJ{Tcw%ij>PPfK0NBt
zN~N|VnS+<wuZEpbODX{42SHEF%mIUtWZ(?R(5y8=>h4Zuqb9f0B)k?CvWOy<d#j99
zyvPUY2~rLw4Nf+vj3iLJOYU#Pin%Xtli?9AzMXAQ|8_@**UJ1+Is?6TX(7Ou_g%~5
zKI)rE>d_Y7R@7HcOccTQ;cR)s=BYVe=^>^nr9U=DCPPKQ9lunWh>>Jy0R_l=oUS~Y
zYGcY2_;+U(N2=t1MBd}lXjr_g=T}$_A$VF7v~1(szH8{1M!}O_i)ah=B20@_L8OTz
z6}@b-EbDKoy7`wMn6*4w$1=`}m8(fK4nsP|#jS4W9amm+pFYndC~0yBM+42T>jPZZ
z3ah!EGS*Q;TwCiz-=BQd(@k-(tQyoP>~%lXarmX3tzwJl(&p9xD6&{zj)35T7FMHI
z@N@XxBh+ZG3_QGiQR|<VwCH&i)84Qr!><h;)q$aw_|y~M4a%wpG_JvDkoTetvfL68
zoeGyviGrN19S$Qnd9KgjbLha%KvLQv7qEZ2e34@XoS|cVZRg2gDZidDfczg9e@_A;
z+Y!R!c`YOC&yBnNZS5bO(&Z;UOn#)u?D9mA0KeAQiN(wpV7+&AG9R<}pSuoK;w0n$
zEN*9g({iBwo6>%>6o!P4)x7{*`K0Yy^!VZI^r&aU-)q#iq5Yzb?>vql>@S6L(b)XR
zG&$5Joz7*W;(0X>Wv+TJ<hQSK7-w32>q?PM@;2gLluL`hp5FSg``i^NrO`RL{aH7~
z_ADA6TKT}Q<bonJ`77YI@Zvb?%MM4zsg#O+GU_Zb+bI}XVE95#Vt6ED(P{j{7)u%X
zI|L@vrFfOlG*_FPE@Xw|g^|TktIerV<vAMq2-|xnTO#7Iu|doOon7QPKS`1a7gqW0
zw`qeDsvi*d0!*}0c0<9bez&+a!ToYs;FmYcY(5)Kol0t$OtOhlaaCU?(8aju3E+9-
zH$jMU(_}QRX}cq6j41vwE0bF>)7bR<QgO#f^xVs1#X0~_fF!#j6*h((#*+J<^QtBW
zmkbvIVV9gMGT8juKD!_NaT?D{IE&Ww(?<C2`RC|RcCjV?9$J&WSBz=8M^D3)?D~im
z<ILYN(O4l+N77#gKV>E`b0l|r{dlnbrZOrzq?C|mQ8O?~K?7-brst1soy{sShp4bd
zPV+|9)*lCD0Uwxd02vX-*Uc%XKWe&`*ejI*t0oDJQrMZ*XG0I&;%0GbMm{v^Cy<_5
zPHaE-WmtMM{v&%$4#n}Gv)39B0788To^4Zy25K{CuG@U7_%pF$RMqAw)zZt#_4}i%
zW%bDnk$jgr{T9o0-%F=Hj#F8g-g@>@;I!%&0aiW~I$RMozk@?1Mve`KaV5B|m|c_8
zY(64_e~9{SFycFn*yZTb;)}r;U(8AT&ikaTc6<5$9#FP1ZgWNcs9$(ECr4+XB<qMP
zcC5oWA`vN65gG^47^V!eaxuc!ak1ua%|X1FAmGC0QR08jTRXI<S{Ck(vsegxt9A6k
z!suA~a#`?!IL4@s((}4z3>6dqgZjq1eHhW5h++p(k8sE2Trc1V8#O0J-<Bb(hTAbq
zqB^GC7dV%1?hh|Ym@tkJctt$ZJ>O+@rbWVqypT_AS+a4LBVuP}&kJtrsHf{aD&jd(
z0p5Hg&kZoJGryy8m2t;n`zw`2cHwb-IZ-asB0uzI#C0K4$_2eksIF|*%y6+l)7p8E
z)qVTj)jK;o2o~L#i<F(yCKT@M2S}R04a2%iz=%wo)E2#8mCqiC+%b2!L6D*E8F>}#
ziH&T}$^mYJ3Wtc2I!xa3Qa{>^8@SG@Ff*8@Mi}NKu;3PKx1;@BaLP`pcT2!w_%_Fz
z!BeV$g$ctd4smNeqj}vVDO$I@*ZS8lxJ3UBP>o@W!XuU0`ANGf)Gu%*zSc@$t;Bk-
z_5@jb6q@`)ZF7g5CUVEWhQW)~U%bDEt-{Sdec&0Yi07381#+aSZb8#=e|io7&i03`
z&P^}<Q1;H^@Ig}=@#FEXv+58HFhq>PR*;vl2D9F^e4Dj>c*m0k>k_-4t1T42V|j{G
z9MXx5r#;lQ?T@jEql!`M@0FM=d_X_%*NpsnO+M9g-#*_j?%r|DJ7E}BtZeGqI_w6&
z(!RVGq##~Uf}Ii#ZkZfi`R+7CoDD`RR0OIqF3}zQJ&{f<eS=W^(EsT95>PXCA_LjU
zx9m*y{^UHPnJUv>c?~@8OAYAy(tM+Nx(mh-!3*rE^b1GR6LiMUj6DUQV~h*k-g^%)
zzM%7kN-h`<o^m&+pFlzLDyAe+RM(+UomUBNs4y84<?>7NIQ^F)>pPO{nv0=vEx${1
z-)4m$m=*F(eO+L3ik}mi(H5^56$pKS#da`-MEH%L3;%;mFEeG6y<l>b<2Y;MU#81n
zaLrCmnYm}!)4G08+dtIn{VgJc^cpE6_+*<m--?xtb`;KilM{|x9C3bLH5zrp`ZNNA
zcfrbR7{Q>sT2ykz#7AfzR%I^7!4R38w+DN+6wY7|3e`fPxxb>xyKHuNyW$X@+9&za
zI0qaNIctG^@*)4SXS;_q7$C1%?hxv(@;TNGptm#v+YA>BJOBtnESn-F4gpe|!8a2_
z!qmv@>|{G}Sjg5MA31-vW#k_nLfXY+M0NT)w3lLb%^=%&5;5WH?u?<F7Z2>dbC+dh
zd2iv?XR`1kX<n~oej+;PL)7t+c)B>@|JT=52F1}d=!D=7iv)Lff@_dKaEHZR0t9yr
z?j8uTSb*TJ!QGt%m)*q)wvga*oA;~luI{exrsl`gOm|OB)y#DF(~k`3gq2sRYM(HA
zVG6E`eBkXSKHjwSU1<G5tF*)se7iJ8g7LW~+Pa5iZ<{L$zcB-7yf*%%YP4Jr0{7SW
zf`5NdtU`rZ_sr1ORg&DvQA{^fz^8Kcymt7fahlSldUfrPkxF^j4icSjg~Nu>I!0eY
zM)#4FQ(kh(KP0Ma!n_2Mq6n4Y!CLydXivt%s^-dY5TYLbTmAg?4uqclcEWNgHbZ%*
z`<i%EW(%XR%Zc?zO_w_e=(1-mmgRt)Rcj@I@MTyZix4ZJ8I`0`NNR1#?y?Op1X3ZT
zqP(|fqrIO8P$I&#)AX@4XZ}U9&X)<Dix(eaBwJdfdV?N64V2i><6UCwdgS33Mvt5K
ziS7M;K#h2W4oj&v>G_7`D!qIY?q=RUt7mrq{8K8guY{`$T8xb}bQ&Fx^Nv+gRk18{
zJA5H>GB|Je*&x`a<r^A<9D~iUzs&9qVo532ns=(u2=k=MEUk!9Ld{p+<CfjIbzfxG
zq%)enxD9uB+_0zq^3tm9*Gv-v#ilIry4jh8W<0`gc44l1ZA9J?NOVIpuUKU$x<9zd
zSCwLXwwGkbT7c^AGd>hq7kuY5JPRia&2q8auhR6V6Ba_nkU>bEB#mC|0!;n<cpypQ
zq|-sE5Cl)xJ92TA&kTOC7Ij7(-t?AAS@!^@)0Ou#RoTmssRsKZM9_g<F<ozl$AVw+
zhwf6J!Zyu@UV<986YBL_GhaGve>>Pd2|SN4NQ;P(oPl=Gl_;_dJl+a$@Z;g8ISSLy
zJLa030yIkNch$AuCe6O3zsx$#9(S#nK*6h`u?q-w!K%!u{4=!dlx0<oW6z#_$LECh
z<$3%!!}DOH&io|v02GfjwzT##N>mVZU=N!K794Z0fWt`fAt|f7D6{{TeRo>J{%_fL
zK~a9%*A+Y2CF-S2-!g)%etK}47$KQ6+S_&t8Qk=!OIR-(lS^?EQu~u?!o!sD$E=_h
z$^WJL#*&+W+`tL1%0`{OxIN^{Z2yDrni_ZFu#^9S(!&XhqGkX1_z}VBD9y*|$ew;}
zwiQ(53Ab%G;;-;yCy3_+kUA*U^Hky^ZFqHWlG&fHRcU^1F%+H4Hs>RmD<d0pEip_Q
zX_z)M)CZ7OC(S^#4m#Q_5`mu&90$)-i6K@P9YS%ig2q=R`|kCHRhBLobIdDVG&p24
zf`2|TJ@{BxO<&~r$u1<fu@4@>S>Bt#xJCsDue^HO_akT+X|(4TiW~vOc)6TA6m6gI
zFp=Sa2<G^5cXgQNPLliRnRP@IRh}Urg4sdC!YubX0t0w?I|L(DHsl8c8%;9NedtSB
z!hyIN+5qHcT0QRqYWL?0FM<$*+gPzSb-xY{9(^l6AQUsmq#*`&SHB@posKp~7=mpr
zuK0@7Uv`GmQNn`{9&*IQ6YF)i7QcHA-vjZgz{BMx%GS%lU~eBK+l5ZrH~a`^92XI(
zNn2M!{@#Uf?uidHb8b(t=5Jpzp2@*9h}$Fxo|_V0)|sEXXFU04hI94*3c_bbj9wsB
zlBwix&SNve{kMz^%=^n5h!`K$S*yd*L~HlPjeWK&<>Ay@awLbI2T@!i^ZC_q<6y}I
z`S+P{6g4q<cSjSl6JE^CRgA>?=^K%wg!70j(ZK(s2%otNSjtF~Xp=S1JCh!)_&nQu
z+&?n4>-Jqd1JEB-#m+SL(t#&zBPdM*CyErOplPe@XTgo11&1I~Hs&as{Xoc-QWabk
z-bPF9%4<Fcj<6-BZtlTQ)M9CQ+WJfUod^S~L#?>qgW|b#|7Jt<rxcp!#w7C5Igqhp
z#MRvwIiL4BM-el^M{<ae(fD;YY1}X94e-)%gc{W%^zC0t^8bM?%k8*BE0Qfe;FsY$
zC(+*;@WcK>>VFVwct(ZP|4yS29yCD+2oS4dRf%hI5%g&je!08bcDY~!$7F|J(U=HY
z>KyB2Lbs=SSWp7z7$3x*lYweR?7C9{C`%X4ve~N|dihC{p*<Fr(}@DYAMqvHRsjdR
zMP21szAOAbZ$_fyE)zb&^S`wJI#HgXpg#4P;@*cnM=~-42}Ee8Z#I8w_}pGGv&Xo8
zi9n;-<|At@?T#+pH%%&jtDk9<I9L_{t9-#_v|rY00ttC>f@#!oPWaGMoE}XyGysKS
z;skRQvnLJ>^V0x_Bp2Y(6g;YJh=>sq3>O2?V<@ZJ7Q>R1|JGx4<_?lhFFhjTaMA7>
z7tfXRL!zWoO=6$;!aAg%xLt*LrhKSofbeEV8O2_-M5RXEVkPH3*jzukZZIobL%WIC
zG<PF%!*gHVR$y!w05aPWdgwXCi$+83H!^*5RAH#WycoFjxzTUBrb6z^7)r=yo;o+I
z_&huG`{wCr_2h5?U_-DOV&sHT@!R+urrW19=A~W1o!;#JbA`yt_}{o}Y}y%($Gi9&
zR$iI8kc`@AtS%tAn)cScB>je;U=xO}4B25+MU|z+)Va@K1O(=5ub<f@01m@Zg7rlB
z?X+Y^;WCCS-@t>=e5UBDP(SqcsG3sddIYC3N+ycZij{PhpE`8<9^fpmW+u>T<;tL?
z<qu8`Z`T(BPjC)0>qY^)SE-Z)eIowm_?jMtx6<N?qe@%C$Zskg282QO%L%zdA2X|R
zL#P@2smqFR3q@m{S62r!9=W}X7H7v0<FQTiYUFcP$yh?F(mUE{=4U=x-Xb@}{->n;
zmb96;>X;r&XZF7vRuZ%c{v<or$MI-}#(mVeS%+)N5leD374w|F9=Hu0+N=v@iHdTs
zszC+-Ij;RulH%naI&aItW9b`nDVO^1(9lIE|AvTITQAd&Q(#}}`RtBje^zW)4~b^+
zrZfJF;@&`i(FT}I*Q6B2&q7ZXG&A6HS7o?`rW<L(nM49;rbiB@_uM<yBZd_Qcd|sh
zr;X_P=)US+37a0`{-vz0y}A;e;pYcX#E=*anYhha&P}+vh0(Ra*64s*tBLj+$H|#b
ziNWcpQNU|p@!jYOgl9X<`6yhbiVX@CFD8e>62Qz%?0VzULeVP(`<_6YZ=7%qx^mq7
z+aOtQ@D7Xo@5tLzASo`Zt%y>xzCO!7S`>B14*gLv2q8r(t^{Pv#}Bru2I)llS;T-C
z;HwV&bT|x&fyfJInb;qG6hdCBKJD^7oS7!nQ8&ZgE#)W-8hd(gDRS;nQGR|5me))*
zU>`eBbCSO53F#GGG}A23MtRY@J{P_ED)`-Dt7%;IYmDbmVWoi~X-SXLlt-wu;~nT`
zqm_ckT&z@PXe%f&yI_Q8_sFiS7)Er}0CXqam-IuL;_o_ZYMFL-xjB2n-9@s{aM{O-
zxiLYUX!^N5bzM=f#@RA;Ja%(1jk@eT=yx0-M8>7$>+R^{#yNjO<|IRtx1k={rRi(h
z^qdmzP2~P25zqG76ZM&)!gDuxdMK&1{(kH_un^mwN_jYx8;7|hXBo}-57O~N8-erA
z#M(7epvLR&9(r;-iPH;-W31KX)o2hMlF#iHMOkXg(TwAR6~u3HhuH9%FevCj{5~M!
z2i|fj{-UA0u`zcxJg19oq(|x3`3g6O5D*fFQbd;wKEZC5K7gHa9(eo_($S9XX~_=P
zk%_RiDKU%8#k(ZFz=lZ8u}mO>xiFw+?p8%KRDyZw9ZwQ%$dK9(Jg9qfV$I*%cxE!#
zDws?%bHmFYl2r9#^;9#qF?=K9)6jcj6Gj{*y#i~XcbF$_>c+7>U-+R8|I(5_F8N$6
z+bpwD?X$-Z1v6YqR(T!!SH5=k8r_BW0!30{V{$P$_)o1{5eolE$?bh+Itdq+#9uY<
zV2KDhne?e|G$3oF{R;qocg~MPV{r$Ul2;Zc8iXA<`2CfV^HIPY@<a3UnO_qdK`am7
zt;LVxuE0uPtxZR-Fg%3Tdt`%7X2zLKg)Pg56xh0!!g54)#e^^p)Bc)Xc1Tn3lCTAf
zpv;uS@UrRF<c5tn#l2(yh3S7~&hhr}FzK_y9yIuQg329El9q<h1$_8jU2-ML!?tl3
zD@Y8_6BXxX5yO_u$`7@@t2&;57Wh0^Pis$NpC7=JQ<#X$_@&zH?;Jbv4@1t_sk<7H
zOWFMfxn5kyI8uqd!sR%sZm+0F;zrYrf_60#{8yq2lLc!KKOI8rD#dUB=ARSV%8PoA
z24sj`k+qA?ODgA-zaI(%UD6`VFcQ3DwutoRbN8$dE5z}Sauaxm5)&uM@5kOmUs~)K
z8~9gg_{wqrJrNpHBcMG{x{&1j+Ythmf4>gZGts<~>0knC&M`wZ$)|Es{-~>7-52rp
zdlct@4i=fOV5e;{2oy=JmQy=dn2v)LzdMPVvc-&;vB~B!4P_e$iDf7cn!T7V{*Gig
zjkS%pupD~vfKD!=8~JJkGdlMK1&eKQH@{!WaHf&h#7Uu9$iO*r*F|Svlqc8~_W_iS
zsx1hWX$dxcaGe=9YoX-M;~FfI_g`X~#vG}l_99LvwG;2qNcYBmez1M%m1o^^x*vw>
z927-38|hhinnMJPmsuUEzuB+|7DiVvjf<~!gKeJTgIE_DC4P{FP%0PS+|YczN06Yx
z70iicfVqML^=!BCjvblP;-Us-<1daB0}M6#G&x8;MVdUm)AjxZh`kbDvX-%uCbI~%
z;#MX0p5bS`*voZqeMvm7RM%L5DmuR6oC(s;Eiben{;K`Gzog>jNV}+psa^sg{XvM(
z<pOnxep5iS;v6<+6u?N)BS`UqzerjnH3D0ENgHA}Bam=@jUoM_Rx$9^ldkRI?Y*X>
zE+peEPR(SYBiqPykZ#mZNPXtvm}*l8(g-}2r205`+-0B^AAn2u_~=ns-+=op=1pn(
z;|N@PCH0A{1E$DD|6RaRsVHzDj&#ax5^niy<M=iZVzL8=kj?jl0z*+8csQ%t?dwM(
zQ{eeK{U(l{OLTA1zFaK`-9v++2WQWKk>@K8gQ~ocqwt}+$*JP!2T9k9+jJq{-U^wE
z{8%%%aQ#hB--=OXTh1p1O(qUku+-JP;Gb{eUS9UkJzf4uACKC%Upyt4#+dpp$86K9
zydMqIqt+)fLo^Vn=TT|0j!>a^Kdbs!YP|Fz*n@(g`AF`Ap2kP}N|mzOdM|^f^7tB7
zKpZe6eVzgFy&W|HJ~fRRldDM(+!*<I-9IUpY(y1=!dI{*-##B>x#j<H>(^z+{=@Wl
zUi5V0$I{I~eaIga?6Aimlya5tn${C-&#-N<*U^!cntk=_9vmody^{R&PpWqnHU5aD
z-51cdwwvKS2N*JC8rMJ{wbagOU%A{NVfH$v7@-K>q8!G>AoG0OaNH}X41i@;LqA3y
zXIY)oaodRM>Zt~QSMN42Q?uSHMVr9UFpDNZ+O73#z!`&>DFpZWWIOHTW~f^cgwMu6
zc!7Q!4MM#$YVIV6(2!L13kYz9e42_R)<3_p`k2F~sgxeCnfHnP`n@jlZwoW1+{Y7P
zu@$QU6sPXQ47p<=t*C`5y}IW~9dfX7a&vdDSAYv**bB+yzLO-5pMZ8HIdzH)5Od-S
zkJXMjW+&5-_0Pr0y5w}a**Cz#P1R1Wr2d3MV4oVkv%GlT_r-)Bv^7tU?JTZe>Jwq)
z2}7ja?`(KAT3f>LgtAa+tRihlKtgj@W0XQ5>7+m=IZ_iTnRG|xPzl0Fh2XNzgDP<C
zwdtpAqwVFS@3BY{okC0oYT)rw!m2wn$Fss_lf~9r!S{rx<O?KDLk1&k&kaiGcG^T$
ztMqcTQc1fo8se0857|Jw8%K+dg}x(I3E8z5zwqmO2Q8%<v>TQLx542-S>_=7y-UkX
z%w^W}{`n7IF6Ms|l>Y=$v2lEt@!~s2UoOT;m`qJ3J1{wL>L+UudSmB-%e8f!C8s)E
zJs)?(DbW+h;u|2ST&HA<n2@`%E%zXnJQ!8k*!Zp6(&fRfK!cc7#78M%J~|@JBM?t|
zG~mqyxS04fIpbBZd+D)#iq4&I=j#ltunVv4NbxpY$8;aw<v<={v94`H!+=*1`%2+&
zps8Kk&l1j3SZd<+d!+?HR$dtMbZQ0X85S9KY>CT*OZbFem0Lj+aYT)%0{L&T>ptxU
z<macyJG6<KR5SmjVm_X^8S+$8+hK<ZMVP`0>9L_stZ9bgg!>jNh~8HR4J*khH?Qzk
zJpRjV?;;&imLeeIoR6jtJ1%SHi{(f}GC-OFAQWhPfaxxj{~LK4KI-~P4(aIa%|AGj
zNz;y1O^r-azbs5@_dum-<eLCnWq`ca0~H=knvnd|p_X*?k<$$N7F7%shOc7kOKhxS
zLc)m?Oy!Q|V^pjB0^;KBmN9B=Q-@A0e`=R8VxGtOR-1=tXND%jjb{~J5-~NH$wmK(
z3_QO>m=GhEm(U8MC?i%wMsiDgWh^R3kX1rG?eMF&!{Sg^5#a73JHV;DUp6+2l!zy3
z<h`Y!g8F?5{*oQwF=78qug@+vAErg=T=IpfmI}yjO#N7$skF9a&)AF{PRpj_u*3DY
z!DQ~%8-KBB;Fu!U*4CkZ`~5~8QStS>k4BAl(pysbB=O|Y!_ZvQLjPLR!LW|*=+0w@
zzL9w?Yx_Auxc>#kFCQLW1}~e-&J-FlY`wq`6xPc664tu-T^;3}s4pX&ey=KbN}ytU
z!wO{2E(pe=(q9r^=iIndJ3x!iyXW3&#wQ}Vb}~1b0E7VIs6i2F1~DF+gnRBykOuAe
zaYc+X-An&v7#ATLjny~!W6}4ue-Qlb2NB^SjP2Y2Hl0!)nj+XTk$ayHReQhn3dU1n
zL2nTY0m8b_m+zaaqIi{C`(p&Y{E(fg3BdT4ZorfAP@txe>^Y}wE^XmR9{Z-4;!<Eu
zoil@0L3XnXU?@jvXuUh&9mOqBHXJhSB%$N`MBCZ!)gG0Ev40X^f%{QHv3Tv5vUHg2
z)2&Fy+PTwvE#(RcBwxG^Pd^Rk{d8{&fjr#PXI`y(xjbNigU)h$G1)1sCU<0kUGqy~
zBL$(k6Yx^OSyFP^qJGexJpVme(SRJ=*;g12)PSHXbM-T=)y4J7W}q^wEZuN4l$|od
zTWENuPa2ix4R=T3U}&2%a8W!w{tpgKpf96^wdbeH{;fGqY=$6&m6=ny7N1vL#b9*{
zJ56(wN10;uBw{Y9=d3jINJPnmP~yCi{y%Fg0ynf&x|56MDUVz$V&T(%huLZppO>9Q
zsRE4Xsq)Cpg)Yh*NbtL}#?r9UXMyO+28^A0=7z_Q85vUhEb?lNH{m>9U@`_Y?#6b}
zIfAf64Au3W=WG!1gknQ7oh*{yoAHbU+AL!Yvfqk3^dr!x1}lO}ioO-0-J^AMM^=SU
z-NGn=F%$=Ew#Glk!gJ9@<^q)Dit%`_=XuXJjBuL5B#PO&Ek;`4%nOL#MxdaE$tD#!
zgNK((_{WjK#p+1U4~#7YEE)w=kuG*S^lbHCXTzf=n%-Bt7v=TH)%e@dELzz%I0W*i
zLZL3*U5OE5DT81MC6W0R;(|G5+!@yGBXgqOA!gWnMS-9eW|E+5)Fx7ffEvp6gUfib
zRYURO!Mz_ob`}Khxl7F(Lr#80<De5YT2+1?U3^`)^7#`&4}h4F(&x1%gIQQiAU03^
zsOnsy*(k?4qkO=Ln<c)$NCNoxEbw=3rKV*>cC{X`wQbO%JOYQ|3bVko7w}+;e827-
z$q2nO9*vuM>t%$g%*ufo<40d-S=L&FSBn)MbJ69*&QlVTpEPea9B7Zj$4Qmi%qZ67
zgNOb{^ZekXGtyWKn_+t3ssx8lKH64p&E*uT@dJs}=3BC9YGQSk=C#(Z5`l-xZHF0d
z#_)9r{F`a&^<uzA)@4!Qc6o^v97rYs^R~xgCqpl=lpOEt4c9_VLYuJj4!>2@9q2Ui
zB8IYzh9$2cGr535weABm-!$RnWXj#6nBB8_km_*VY0FiqSmtZ8SN`w_6Pn{AXGEd<
zflAtm?r6lB&_7F0Z$8(cT*XG1fyq9@LpQV%p49*I&RA7f;eCjTbT)1#_bE2Hu$_GF
zO*m{g6d+2P4NXq}5^G^D`c7A3B&Ihad*F}I?D#W*2UfvKshn$&SQ8J=>}x=Bdj9k^
z51^8$l$uEf<vGEN9LMU%IF_k2=+qzRXtniSg6w;Z(oHR$=Fuf8IUVxntmfm_b4ApT
zl#VmwgIAN71X)<Kej?{t#&PRDgnY;tr!$j-Ht%pGj`z2UYpDc5235+7^)Dh$Dg`LB
zSahpY)V^f!VYp2(7Pqaz>MboIRu4Ta^cx6u3paHRlR5oAmJh`{He)=S=ld6ESd4uA
zxtukz#K9@XjW@_JMyV!`W_3@(hhCbBB5RQQI<pRdw$IhN-B=eAO2u^7wQR=ISD^mZ
zfv@O2u;(ZHlq;=E3lzLt!_sc&0sPW~f^)Gba6Oe&x8<e6uJ+Eh861IyW(Fe=H98gw
z@W2IpYo!TK{t&CZFE{0SAimyq8lL~`gTAnY^8;>Fp5qVh#JC{bkoW$&$3<w@v4WvC
zI<z0Xgb|#{<|L(}LuT)z6##9B@CnqyKc!L{jwvfT5(&B+5z*f8=oKc{q(c)eNa8!T
zc#Y!V*vX#Nt|UKyex*;|a~LXECv1M_CyK$jDH>)Pkp;b)EX7)GxyDR1IS$<*xp-N(
z<R|X<u8__@%t*-Xc6ph?Men$O;?_{(HROHOX?y$<SMyh`Md_D4I9)Ar<U(8V4t<?*
z=M^V<u*-1+?WW)TB=9vI6E^xqTA?F`!7>d0X}xV1cO1XnHDXk)gGz1pymO<qmEnCc
z$X&Y&eLoK)X#)gSLCRxly$*xA7QzfDu9gJ0&#kaXV)<`0AkOvf=F}_2FA0zDvkWlD
zGrpNW<D{lAUme7Qj}BptOZd{G%2TJCB6d>S<T$rom3DwSXG7$MU8$HTolOpk8-<}`
zxmno;HzgXAcD?u3o&`s_jXoyXH(sIOF3;hO+Wo7!VabH8D$d>NSNQo$QBPzj=j(s$
zpWYJy%~B>pG20FD^QI!s%!=M&HUA)^gEd2bJYPWrm*`g-kv`lktRmWlXOQIC&>}Kc
zrziNpKuHmK;kdm1c$_3-AeU>)8I)tirWLlPWhD!p+31g8_p`OFu>mLeVqK?-;CU2k
z$XEcF(g(l=5({q!PZ_;vmc!~&G%=J5K}aK+tD6ylzjT(3J=?E0h3ow<dSwfU5>55Z
zc!fU2;`H=45@g~^@8LFs);W22fEiA2%k_us5m27i`8<)wwPP=_fF0|oX=BlyRocJ=
zu|;ynVZ&OZkwS&js%y_yP<+v7e?>9x&Tu(|R4g(WTh^b;h*v9Oj{-Q|{RAmQ*1ie~
z*&Fj88KyrvFXIlGu0zqQ?QmVC_%nk-6E2$&nkJfoUEAG+KU8>W_`4Y{vq$daANrkl
z$tpw>jw@|dX1K4)G(CDGJ@Utf{J9KY?a}Y37k&XXYv$XQ8@wY7$92Qdm_Ykmc#jZW
z_3sJZTIEW^D0mr~9o?b~z~4fXYy_acC#*~g!GCMhT%sc}{nLyd^FKEl?Ue5O?~NqA
act)XGh<+lx(R%p;zA3y@m93FB3;hpeiqpaX

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/annotation_02.png b/content/sesion12/img/annotation_02.png
new file mode 100644
index 0000000000000000000000000000000000000000..a0ded4540495c70cea6b655e619561de3ca41131
GIT binary patch
literal 39015
zcmb5V19T<9_bwXD#I|iaC$=ZHHL*GIOl;e>olKk)+qP{@G%uOo<+|(r-+gQKIj4J_
z?yBltyQ;qZ)we?x<Rsu>a9}_{K;We$MU_B6z>Gf5Z=fJPzAvgvBR+mWos=YmL8>P3
zjz2EGm<h=Wfq>LT!@e4R{kVp<m(+9u0YLzMen1E9O1^`DB)>|D3aPm1oo7ON;mx-`
z5GLwYHk5Cu#m$>&#+hi>nY3<`D8qs78i-K&3igtdZN~+Sb`U2A1n4k8@5u<G^um)n
z5Fvf5@4?#jbLdGbx4t)WDS!M;Tj{FW>11lEUOq3aB||Gyx7o!fkeQn4VS12p*nY@&
z3Fsp)g7YPU^7}Yib^y{pp+C=vLTKTjng4T!?H7P0g!DxSsSi#_IO5-(MnObo-bMqd
zhYbG7@odIY)u8U)N?N_6vO(^S76T~W0yiE<u@oQ096*rug<y;OX8Z7f4qwbveC2EX
z`t*RD$wqn8y-?U<llAeiEcwO8JjM9G8qR`#Q~aj^rciYu$gB~mV%9JVbn%H1bVi>o
z!1Md}`*F(p<-crSjeorlk=|y^FDAG=x<jmoQPgXN1jYo%s%wbcMVGvs7LcFTv-v`6
zg1s&HIhEYuHv3u*wXxm(ON5uBDBRyOc>=R>esVA@E*i<ll5#M>`OSpl7Z+kx@BJXP
zIc6bitv5zAS5$KYjc&Y?!9|EaK=$J~3?^17{bipfV*Qfkil&0L8%@t0eyg$*h+Zn`
zm}tsH@7}^yjs6%!u`^+BN0qrOx5VF&=7Be1a+sUEz`9e?r(6pydGCa}xPND%psF5)
zuUZLU8NgQ<<-3w}`-0-No|`aC%o*L-KiOIiX7^pqFuK8frhqTBzd1mX6?L}uQb55)
zG%b~7uR{LAmO5>cW!(e-;RAxGmz`H~WD16O+V<E6x3BMmo0?jtlzW{^Sg26T-9+hz
zgV*8xA~L8kd%Xv(H4aK7-252PP_&5k^epJ|^pRo>ZDhRw1Z&Si#yAx9ZFGv8B$@ER
zzJByoFw|=UHq;Dp!~Ta{XT+X^Jt}L|WT+BV!=+kobPLP*tKWE-=)EMEyQOGNo&F7D
z5oFnb_Bu=Kg@C7CZA0Q-z-z|x1=|eWKj(5nr0n{&Wmb4crfBFCAi%3RGCPYZx9;*(
zRsuz+GMA@CDUlG3;z)tRyY9QO;))iA%N*3q>b$Vy@9N*O6heda_|jG@Du8ohX+QK-
zZ_!Fx#z+7J$FxE|#*SiAhXgcYY;9MBo4dmFvdB}s;=N3{l_DSSBq?|f?4$zpq0)+~
zu@A#wuH-by>sCFsE>6Dw{EEs+qaW}?b^BJ&5H$#te%uA1uN)~}3_{jY|HggSJI;la
z6{LkXGTA?o#?jL9hqy11nlu$mj{eN+Yk3NoJiS(gc~9Cx^n+Fs<DY)ORDo~x2<|(B
zwRbBf#_&o_{y48!JBolFUN95348rlWf^N{=2+LVTi6}P@qG6exe^VPOk8?h~PqM5C
zx>kMtv==w9sI<NSUc?np5yDy}^B@reE92_2l`pJ3ppPN5<BxROgQC0y`Dsoai?MHP
zt~u2>cDhsp;pbX-$Fn<?E4*G>jQ6vxWdXL5FS!!U3Y!litVDFba`n&N*GkzRjA^#V
z+0*+va*2^TBWBgZ@r!S-zJ&*6787``oL-9_P!}}c5@sUfpG~4t)ZKX)c5viB#RL;=
zlwwVqVC)v!K4{DHWKmZJx~Y6kc|f~{1ENqHwRbY$$|tZHL9R~5UWmK4fBP=wAyk!R
zX4tCSGq{Alq7@cAVs#xCQ@rC2h01dvb52S+A&;X=|9mQKodt33tnqJNTBt2Yn&sd$
zEKcCKQ8Q~!P$HS4QZW637~l{No!?P}Vi$QcdNLTwQJOD*%%A5ujiU<R2%s$d+OWUm
zdIx1|I{O2+Uo73bU341~ALit@_;VJ#g?)}3cUC-Qp2S`xgpGK9lpURGU*ImZ9eL8K
zItS{<4D*E<xYTNyowxb7VF#x0F4z3>h<&Mx*k<ldr9oQ9P?*j9EGBN3=m!(GtHrc=
zf9h$-#u9$%ugMS*tLwp67B+k1Jb%{qdBvp$GW5wx<HJ^Nbh`<}9)B1mlYgZzwsKhA
z`taR7Ul;jkAb8<P5sJ4s%YwtF(eOH-VCju82&>gYtoZO#`4X!O<D-Oos#o<#Nutl~
z%#`*>$i6=ya>yH6%(#A*CG;&+leUkejk+MAV=7Pf#%6|df9E0o*jWAn3c6<sQEI}f
zU3(#{mR@#(Z;p!_%Tr8(i7f>D{Qk+}oy(fX0S*ygeo)(ezXU}zhqN8Id!6Ed`LEnD
zE>ne&dtutt%mmw{Bz!Y6_oda`Z~k?1(`96cVL(`d*`LRrE8JwGX<*Pj1f<o|LV>b9
zaoo5^qN!q7>{e`WN45F;C_akQH1rNZV+4vqavi~b0`Kz&r3VQO`2PmJvJpg}1|m+x
z4v-OpaU8L)gTb+&)qOX$4_#xI{%ycMmS?39_98M2rooAm1Cl&0Zqdlh2rcVcnK+U#
zSvI}n?OG+|Qc}VjQlcW(=aD&-K%%6;#DZZWBq=E>uO4Q3M&qmdRou3fGh(02@Nf}P
z?Q;-LJ23@$f*TDDo_wkQRZ816z}m?DR#cKsFJ#Bpmg|jai8SI%WE$D$I*4uf(L8|-
znzk>MTbq|~moZ;>TP)$Tq-A??1afK?%<mP6e1<*RTaCWw%t_^z_Yyi<PEWua^MaJ?
z0~W{_29;l1tUauyNM;Tsh=<$TCh5Wc62EoQFD>bwM6%D+6|0eNxmp~XJG)VILBacJ
zu(S=BK!-fWsAN8%Y|xye%u=X?AcPBR>ELlNvJwQ#(%Es0Bl>FLIOkN-^wG|qm5cvd
zH}9D9`HkSy9AEczkjolOO*1=Pzwc)N!)1R%;~h{AwmulGdG635sIcc}LW-~x9&s%p
zc4U>ZjZ!@*3#ms3%VqV)La+vV%4I{CkRM(fiF3JXA#k`j1Z5!NFln!U(XO(o7JCkK
z=2fezeZoWi*KbbHJYH6gY4-M_Y=3?B&v<!yZBx9h9L+&I)+O(kWA*(8<)hAEJ6^29
z?bG**nbBE>{uJjOX~%!~RUe*_IK9y>izvxi8n6f2QJtb>j3O~nG1rmdH{AlN=s&nI
z#%x+G7SSSZFRbOqNiqlp%(bx|d~q3IA|e@%^^tstGo?E|>U{`1KAQVP8c;7H{{x()
zbm)Fo^Kqzik@bE4=|^M=h4P6YK92tn<UmCH&!k_NMPiUh|2>;REE$6Q@7Xb=|5@B~
zA2PF*z0+ggqaB=(Qi$+t$m0}9Sl7@1tJuz^c$_+Yx4d$~*|7=h8~9O4C9sMy%^^qP
zHS@DA2QZ5XVrQX!Y-gL@Md*r46!fH~(6;<f`)|{dnUtYSQ9z=*4yBcdZ?aufy?_b1
zD;UK79|RG-;8im$pD&X_s<24LOuN*;{RNqYd0kO0RQ+#i_@QgUwqSgV^_RkVHy6mi
z9bY6Eu=`9{7z-$5cs^?l;R1tZHc~^{A`UItFg;sd4I;&d*kga(sz49N^0)`gjQzYE
zD9>KV7uUkus!mY)d}C(L4|9yctgwrZCZX;bozxv4O-WJzYXk0wc}%|sm;cT^gf{y@
z2ZxEV9Iy(84i=CA%8vfeOd+jbKP#Mas)cpwebU7?!d%+uZ=vszXvn#DC90R!5dG{9
zCkUQ^YN)<bToj}rp@e-rppQEVLD)^8(ggbk(cN!3G&IbuXd4f<5ZnloaZ0>L@nGVy
zaZNmU&Lu<}Gt!Bqgq{8@AqR3&-|$+24a}+kE5H_(Pr>=8R`im*-60o$6cr_AufNQ}
zXAIPJ?1AQt(X<P?2%A*8y@mu`>VWh{>&D(mkM;sywl8ygLxH<~7am@?ymW9|$CZGz
z33AR6kr$;AM9Rl@=QmylhAKSzlJax}pYa-~VcQiH+0$<k>Ufb0vbS!-!Py_GTku8v
z50c>&vMcc#UNRwUtjzc?@8GHu1=wxd0hjCbUo6(z=huHF|5Xe|-9g;l3O)2eiqv>m
z+EU`W*jOiK`1JG;E<b#Fqo|nH;N4EZPpN>=(LESDGI~AVzt@M2h2#@%bUyG|T6lp>
zg&(*rYC^#yn8@Z2PCJ3Q4NuS-Cay6UG47UdB>o^H1|q#l??~Xdli_ZGsIwOx0kT?C
zANC?S8S$_-iXk4Q>$ff{Ywgr9OqH3sT6>57rfyMQtnn|!iW*!1;bQ{7@nKRC;}TUx
zH;a9i3dQoE#r>f~C|H?3V_MX!l*Aq%DSihx6ZBPvKFkdmSmXi2!QJJGSkps(@F_$q
zQ(Ol>9S`2Sj<{&-&rvx>obd|gmz_8hFB&+G{C@SFT3%ir;Ig<~o=4)PpcrnMiKoaf
zJ(OyG<qYXzwW>&EOO|75v>R&P1fP9uCGO$F@2X*Yc<39m0#SeqZ(Jt0c6m8~5>?Xa
z28XCqAy!}p=+(jBn$!9fT+fiVObs>4s|kO;6g(gkDT&$KSN2P?4=SBzi<(f-#)O}r
znx@}3P23!R9r<7zj1rP-jzGk`>QpqfCh>nmflfV3u$+g2Za9_>R05bhRx4XO2f;|{
zMG@a&0F857NX=nfZd<J;*HHVyR+7<WFvo89HrCa)P!48;PHMz6g}4%09^;~k|G|J3
zZ9yk21?owLW@6+s%O7B9HTWL@Os>=upH&E4IJ0KUo~W@np|b$S;3HV|jrYSp7Km*J
zQMF#t9WB4P<rhTnPm3NQ7d%K*B$H-%b=2yWiip?{;?PBu{2R&I9~jEN3TBm6`Z{Rh
z*9a(hU0eFr35uWCMTJKqd`@8<a&e#yV8V@r12ndM)UE{o*v#=N!_}=Vj33eZ&bVy2
z2VF0S`|Jz{iIWw&mS08J$ZwD-#N<7%d#15|w;5M~>SOV3oG|T-swqrGauPJ@aq#Nu
z#B>J-KTGk*uq~HZjS*0DpiNyvuQFX_hdPC0>cOOe;iW`;dPM(l4C%AE`b{`)ylKF0
z6cXdmvdb|KZLP#;faw+(Z{7jqTs{*m{@)EU{OHQ;i70i;t6p(^bpSQ~wnynOot@WJ
z<R7K1CcVB)%u@%gA?0h{fY9^Z20l@&;x1hObsG+OS5!j>L${YIDr*@Nqmfl;a6WF8
zL$&R{2tV@Fv`oB$VwA@whBbZNHzw>6AAryMLM^nz;6fh}m`v=$M?e~)8KtSeJU9Kn
zVNm-3#3oMRj)L!=q#HF%KQpXK#8L}7+W9*A13IwG#nr+SICcePXj6QQsJ2*z9>1gW
zbU7($32H~#NJMX$a(Fi@>NJF=gL19UKQ$<SOLMAfgg@uq-m;D5#A(3ZHTyGQB%uSy
zx>7T0)xBJx6QuChp?H8lWyhIov{Y1F3{M-q*7{ynQ(BKHE34&<6_^|jCp}uF^KWtv
z{6MZ<88`{}S~rt3mcJ_iH>XoJ&K~MC=Pyzu9SAl`j$gdJnMMY#r*ozuy6g#C(U3>^
zaOAJ$X*K1_^HT8|gD`%MF^c$4bsWRlxu9{-OZ7XQE^(AAUmv_8@s_l}sA$?^U%Wd}
zWIdZ9BP?){0>%g}(owH(7I}NlLr`}EAe-n0c5&xJ;Fa@=OW>;CNl`c7oe1=>tiD72
z8}1}k9Jr%%3RFbPHBY}L9gak_vlAKudwh=WpB*Uu1A}a)RJL=K2d|V|k?YdfrygV|
z$^I)4>}m*=h|lNtG9`vrikUnFo~S`XLD`KOx}A4i9t^!$Jj3Hq;0ZNHD)l+lpnqUm
zseD{)>BL}kp&rrL?+SiuJY}O!+%24v@U_7;`18Wq+jAu+v0xDooJNPk&TIS!&IFSh
z%7`NVfGNG`?1OAz6YAjA)U|VaqIwjK&=>Ar9$tdzRwygIuR}R(df`4GO<(hl{KZdt
zU2c_@%*8%&M94A_4u+Y+HKMWd2N6Ln)OL*yzMuK<WO2tVLYX;O9$%h=Sxv#~3U2Kn
z0>Uv557{7-JCtqojbH<S(*g(LZfV*Px~s%IF$o~TA?_SKx-;iV^|Y&RlVvF<wYrR|
z&e-=HHXJqLx)(YOJw-D6G;P-i$$={p`?<#U;r$22me`^RSnX~_vQvk;4QPk5VUiQT
zN%hHNN;cjo@YJ2qlN89ILz+Fc3@z90EuG;9V15MriG_v=H(~8v=#VfcvE)_53od;)
z7P^G-M-BnfT1f{xyiMJfw1Zs3$KSA<;HnE424IOhTNYa?(>b#Y{BCO%efJXoSEN1j
zOkC?mEIopo6b#`RVK6tJ*HzVbU}2BbNycWEn|xQAN3gfQ>eD6AwnXfWGmINr+e`A#
zrCG;HqBTUcnOzsccG0$XqS<AXuII{B)_6Ac(ZodFN@zxa;jR&y<T+41O{!K)wF_Id
z<PMTI$|0lom68J4{>ft!_P@op1PWZ5zsj8YLQ7aIE0?3#w>3Dkar4H<2MSm2ZSEh0
z7yJpo&T&|sBeM<*?|0!J;MX9f5e*h2re{D%PsWZWtrQUWVrk)Gqe`sTil^VG`AsWi
zFSGbqd}II1P*;IiW{iC|@9Z1#XNR};!10_u?pDUtyD=BzscIE9MIfBMqDs&w+i&S`
zcdnWXpch>pMqOj*Jz1wVwP9-p9$w8VbGc1marEk8tz7rD?z$CTp_Ki0S$i9f5b9Cv
zLd1BhW0;6>qV%x>hgfp7@uZ(&EZD7e98bxPOmo5l%2KV@Y&m9hwC^*C3ppeyj=_AG
z&dAm<*iIIuZ%#_55oD4s`Pux%rKEJ8Idvnr-MG<hbw;@80q8`_+r4`Q8PE!py@JOT
zzV7+Pt4vn$4=+3UVK;>!2S{#|DtWm|v0&av{@K<GfkG5Ds%aU*YZjF6gXzK*!<tf7
zi)xk%_yo#Ma39=VeVDtY{94BnCg|&|Is`sLMj7x0!{7Aq>&x!y=sL02YfdwynIleZ
zm+wySzlRY2CqQ?RMfqH_g#K5&{XhTxFNweZAMoAqCmvo*6BAT3{k_<)VmL=gJ{Ex?
zAT0dMB^b=>-72)CE1_R!GooyAn!}X}D}u9(z$Y!x$KKsY+6RVd{Ik89%~<>sLl)uj
z6lxk-w)}bCPS!^h2~g4^V#-2_H{}umH|N&(E0%khf^7d>MXbP1(#Xz&(-D3CL>eL&
z+1d3h1IgX~WMf{-<+oU4;cxt*!eqRp9$cOwIC6LD?tuoSc5tH}hqv94{<MdKs<A|P
zih!Obez-!CW%)#}$h?-rwRO)lwnd%cy1VWgPQ|q;bX~|YG#9~NQ<5swh$!$9F3k`#
zmOBpZrnR-VtI?O#koekEV*CjojbEG5H94P_@0$<)2PlX4W9o-9)r;yQdwf0!qjZY#
zUkw>Gu(q&%u{8Iu4||C^Nl?3Y&dpouZMaj!8UtvOx`)B;JM#aUHZQCjAE3L`GzICH
zb#&RctsH-QeNtKu+=dwzEPoiVsWOWD3__~ZK4K}?Zq!;!=EANyzh=+=yYFrS&0jr;
z_oM#Q3V)7tqAIPT1Ja_1-iiHfEM`I5Z(0sp<_LOm2fqZ{JBdLJ=?eexwHW*+MT$}X
zp=#6KUPX;?I6fe~F@h}vejh9}wB$`(eYxQ%#GSbv!(dzg{Sqrxg)RClzx6$GJ)X;Q
zb#SMAc-?PDFRjHu(%n6y25lk&XxLsaLh|nujzi=7mj(iNvSKYAC7N1H?r4wv(M#X8
z$0a+=pI#=XoE6hDVcvV(&h^;aHR=wQzVfEhGi2fExm{mViPm_QGX4&MM3`XF7x{df
z8d9fKl7qca%((cNJ^D~4!&JPD698|M2Xj_UezjKGnwYedy-?wu`0J~Qo2BYb%HRsd
zZ#c$6mfVtuptzSQ&4ZSF);)w>s)5#D(K<N$B@(v@_XP;&ILzegntNQIqeRE#+c?R=
zRtUQz1z7<0Pu><9jP_t@?c~5Now|naaCv3bgeEf?x^zbVI^9Q#s%imz^jhY78!dbk
z7}r@7y&lg4cwWsl=nD{=x>aJ|#=q#bw`fy5BuL)ai{$7-#d#&>L7g!GWe&^j1$9LF
ze06uZT_ax~edtHZ$`q$I!oX@TWkoNd0&?Zr^Ny1-zJWgevFC^$We4>iC&yxwWK}j)
zWZRIx{SIw)-OG>-*~HLqv!>kD2HN#k0)HYb{FCnADKoajsLd5BNEau0km=-$c;B85
z1;)2R)uTqeQH}8jUM@5lBMONBAk7-$4ZL%`Hfz-<;s_t6o@Fv{rRO_$E6v3a80QH$
zV`vJaZ7Gj6#eN-;h1MTdDy|$IG*-QLD_pe}=;dl&kqB`3Ei<KW_VOJQnZr+yEiw#~
zgIzTClQ2h8r*vwwQre8DkfXNABeY|a-WeK3oo?c)(S?Z8xFC^8W4rDIOoJ2zL>ID`
zNrbBnZ<J&-V^vE8ZZZGhii=n;QO9SvI#3h;=fl=Uwy?FnK9U!rq~=Epf@i}Cz;!uW
z@zHgWtLK}>r7lChEbT@Jd8t_^tKEPLjdD2loyb=Yb9cnDd@w`9+NE}Dcs-3Sg6t}t
zi2zNaCa%zOJ$!&L$Ns4z(XU5GM{XAYG5J5sS$_Yh2)Z_y$$*5;o;gbsBb=#lkF031
z{_lW=m&A(`z1WiL4q#)1R>H6i!-F`cf^-iC9n}=tZSQxZ8{gEC7YF-O$#8$yn}6i&
zEtCe44L~)`v#`a`(d`8)lzQt6r!mK);+*bhC!Lrsz|@Z0!cem#$W16nNjc5YB%&#a
z1UFIt<XZuM6#Em_DSd9@wqH)#^5;9ZEvH;@SS11kR*!*zYlBWN>av-`%QdMR-5Z@N
z+I(JSTM!q3l#T-<I>c&17U$kPJ`VJR+J}5bCJ=-gOhV!%!H(eH5@2~o)dvBZFObj%
z8P~T5xD%#zf23Vk!C3d4ki4nsX_dK%CNt(tf;QvLOWN^<x0nWq>sDdM&}lk;o!fo3
zZWX3>u~TDLi42o%;+^_=RyE8_#cF=7Cc?~LHX8~%fRvCNeo@b<cs1Cy0_X@$a<l-J
zvdo1_57ST5ufZ;c4ok(hPvL?JOGmFbwnbC?BT_U2<Mjov>Xkggj$*gaqa<y|?eBp!
z^GL6rp1F?p!UgqUr{1qIY$ZZX7QePY;=Bs(*V}9L79d*}Kz?E(^41VxTX{u#hrOBG
zm5Mak4(%Z}(Ga09uU)Zhf&6q~TDZ4b-iAc}h$RW>zx66HO6hYX?)*&mtbC4zAL(%L
zXXI(ghlwSKx;mbQIs84s1M=f`Uze{0Z9!%0U`p_*M%RNIF|WB0HSn8#Sti;N23~Nm
zG5VC{zI`IA#j;|s^muno;Mg+eq}UVDyqIrFk53a~7N)i1ZSVSt`5N8<G#92X`1(+l
z<-k{m^5J|tph5Hb?9@|7S#l4N#~NQPzXn7L74p(-gotc>NZ3wJA1NmU@vn5kMw_J{
z?W6CcHlJ>3gu&bhFv9pG2TU{p3C0>JIAKv+#PvSywTp}SHBGqJ#HO)l;~)Js2x29g
zN{lp3(2GNQY}fD0%H?K3mmlWOsHa(vHNCJ_AC%^>rIB?^3$mK0bS;_U0-M=Mj(8Xo
z!fu-XwHzjTtBp6pUsj*s$m}%R=ya7jp#R(U2W`@c8L2_Av@jJqxj_S5O`fkm`UpuV
zcADJtK&quC2jUNhB|f(@TYlG;M{D>O;YDYT^t777H@smSU~~|~L?)1Vy=7<63MVdn
z3%F|}r9H&cvz~z;B*#U?M>sSkF3+sANQei2n`&a};mCs8g=^ett>+?b-mkfxb9ELm
zKG^H3=LN4u;}o&FNZG6wQ~k;#?o+QCp8hMNl$WoqNm1!X48C~q!+{LIp2PbhoM}RV
za)W=GdV@8U($>=+)aSP#gV%#O$=X_?+s%X_a?pZSy9mj@7DLpOi;YzQ03>P9Ni4Kx
zKbAK`Gfd~AzD*(^$elI(gpX<B2i?>*;+Qh}pkgx-%mi9Pk|n&}C4C1kGow`)&4x@&
zDW)$>+uwZH`AG%5KL<8WcNGS68_RdyfN^mg$$(UVV+F{h_r|X@z2gHefY1ev|BN&i
za-lE>U2hOv$uK?8$u17+Gp4D+|KMn?@l4ajB5I<N)4>+SN|A_8CBzgVqwb^ypa8`5
zJ-D$9f)Y-Y6ALWF9EVw=pOa$>&i`OhLzY+BKVz~FY?H`JN&nv%T6OU6$p01f`hN)p
za{xxHzml7IE;P~o&~vNoog6?cX&fG_IF1*su*v=SF1y!jt&k6Qzox<+(R*V@qi4qW
zP@3WsGa7h0l1<qORyRQu?q?f%o<loJ3q%j+nYU*j3^(Bl%A0XAm@aP5^Wt+CWPf;j
z6?zo{@qs7d9H%a#yh`rH=;G8mo3=pDdBEz7k^LhH`Q8i)D2maU)VKb((azvV%fbf1
zfPf{sL8`v7=_CXB=gI3@y|m^a#gNo|i=L{-vMYY?ySEYKdgLF)C570m4gE{al;FBE
zbPim7M(cdkP;m!A(|KFr>q9n)rZ)Y{xI)wXSQXWR#)~-(F)eBKH?UAXYSNR6wnA6=
z0)nC~lsa!fq!_H|3Dg%RJ$xqRg2MjYZ86(#QOrSiCBx;w&N~{fj8%UM|C$l@5wEq5
zSL(GAwUGK}goH#dU&b5$ZcN!gbL{paRx{UG<**%@ee)9szhV}si}pa`$9}&WG^#R0
z;-7*#HfZO%R5WLTBJu+5?TJ@0JT>QQNRu0gi+-+qW52a8f(ur=qV9(k?JK%MD7L{L
zHZ&UCX=joc{Hhr+lMjrvM<`K3duS{M;6!Mp!%wFu$5HSET)Vm$)-L-bF;${d1v;VR
z;ey)OI3qyE_Xo@d#qmgL98bmRpi_fGQWWmglXG0uHqaROISoxnMsff0@2Trmt+Y3_
z!g%%VY#-B-b4ioy6cltgtiEz6`826#bl$f#%yFz?h;H$OljTmYM>PM<3Z{%^GgglT
zb>}n2CI`P>x#Tn;Oy6)Hk~VZttf6`iUP7Znoe4Ssy6uNcTzeh!0CI*!47=1c<i?aB
zXcS9$BKQ&+w+<x;`gu&04)f?xa4|Qd4IFIQf<X6N?hF=Nxp`apU{`OQcN{+k`tNDj
z+rC!K07Txkr%j(D*-GAAss5?F4qfR9b{cu3$Bp%(W8V2}*BrFsu^Z<fw&4w4C~kjx
zRyC!0+<GV5tLj;A7uG`Qf7Dpa8o5c1hR_04iTa{)uH#bQ${Rs(s4ae=(F~zEIyj;S
z`r8a$+lNIj;eSjQ;Fs#Vtm(h?@ra!qd^2PTW(yh2aDpp8@Sxx~E7t3Y<wg6fc8o(R
ze1Ogq51u*NxF*ZJxYw+Vq+B-=0$yjxq^0O>DlaeECIV_)JtX8Yqet#(QruNS-!fj2
z{$Q1aRT|vejAJiM$JA<qfIm~perc5*OzKKjaD^rQQ#$jMX2h$s!?p7kS+dA>FU7;-
z&9sO>(tUbLOu1l)N#6N*HmTX9VFJDzCic%i*ac1ZXF}(}g-S9-#WfhK!;k|3R`xV`
zUuCTXRj*e8awOJK%6^ZxEaYb1<VM1ru%)5c-K!EfAD7rhyW-C<699gKyhMX;gM){y
zFO)(#F8QZ0T5%b?Br!2fUw>3ZCnh1OLr|1ex$WnPct10E-EFiznd?Jvo7(&-@m(lt
zzXs-MU-lKT!y+FE3E@WQ;B!r9L!U2i<{bA4n3{w$Fpq#60b3z4S<EuOWhmNSC3ELK
z(>ioEseMCrO5b>lA-x|M0>dz>Ovy-jF#XOED)on#u^@C9JK*KZdT`sN;cR5>H#L?F
z;o7K4*!XE;?Z`wgAE%K!mt(-tHhQL?OZsI`roMKhn6ETIk&naa?$oT1@W$Gpn@MN_
zP-n*F49(#c$v2wLX{6YYJ(tt!n)+Na{HIIora6w-O`tJLY(T$m>+jnO5>5_^%0`Z!
ze^rJz)%wdbRP3JX;-E&ITfwICWMFb^2PBl+)@n$I0`%AMoGN(PK|PWFP~ePKgv-yt
zGTgzVwyEzVFa6m}!>l-65?$S1xf_c)2icnvB3q1_qbv}%apVhA386EOe}5s=D<&^Y
zI9WgWTnf5`ve905Cl$8PXOOc+y197LM}>q}#&Z*9`_M|$-BA``zr4SJ`A`<<UZ4Ke
z4MuOLEjcIgc?*~JqNXF1np!AyGs_o{xz9CNRODqaIn|A>0zP82hONFAA=47*hc(`+
z#K3Y+gV-38^Z%{EtHuaF)pmS)X7bv7h6-^1xX%FTxk_y>o1yPg;9RVuCW*Y%%^Dc5
zF;L(92ZVs99v}6k7Gmcf9vaH{g>jTC=<P<77i}N5&@FH3lv`0j=a)d!F|*@Yg#*t*
z)qi5nPP5N#rmS>&mm%&SFaqrF);d+y{aGXu);d^U3Q>9FWSI4aFU418Oe7u61_`F}
zDz3l?tgzQnByXX5GH-!MWhx==tbI+F77{{Y%<oHi^#FNtJ&o8fGFRGf4SU-M?P_bd
zX(2qoj$CI`9>bR@%M%Aca%Qke>*4>4J_xru$#X0Af9y2bI{WTiIbD=><EE+_R38P<
zX<y+Gq)!qKP~dI;1-u&?gHyYBgJtRT%Ea5^x#xeW){8Q(U*8r!qaa(d%t#N44U!}1
z3DHT22)yOZWvZ@#a6Y2q3I*3x6A$6>BxNxn-|^$kb#_RAfQ0YOu@IJ0q<|S&39MqU
z3MgI=PV}WSJZ;p7_>E@()<0D)CTl`*1B;V`TkWb?hFnhtIt|Ky#=9S*$!ixB1%}5R
z!}^Rz(UytNv@dTAu_3@BZfG7#9c_)vZoxf3g=7ER0c;@~*W9nWIk?HXe2(~Wty;>)
z8n*3iA%nP6A5r_dlaSK<08s!zON@KXYo(|k8=P^*;;iFuTwkEHBG)ps_4BU?RI(`6
zpkkGu`iQQ^bN*(Xw2&460!E&F?c#|eFJBaSz(M6nu;W-tltL5Rh|fYrLChQXmJ>dl
zDT<B=`#PH6&Ma6GyFG%tsvOa*py2JeKX`z1jS^~+5hXrptzR@;P@j}#yrB}hmDbkX
z3%v?4{<As=lPRyYdm#JMy0k?q_7A=~2>DI)Xe`2fs9k{Y#dh>w`oebO-#fFoQJmW?
z@<{!o^Rfn^fYe>6R8PP~_-(RiO3SyZEAg2f^e4i<&;(7RVi)0&%)T-3SKGU10H0bn
za|^IIoh9CC>x_husOWyu-Vva6__uy#8Dr#ghL8PY@KwFz@Pa;7x4_W${h1wRhyQi+
zuJ&UB5UJtff?4e&2eVYga;=aPOVeU+XBZR<tQqQeqY13EE4)wLLk(6}qX(uT>ATU=
ziDCt3v#w@Vz9%2Di(k5sr*Jf<*4qpa8!}wgh1fdmTL@ib{kVSjv>u81f>{0Q4{!Fw
zT<B<v`S$I{#!J){lV%r(fo2I=uZGylyhcR*;Nwm{;tx%9LpfjS7L!$a$;hjqV8sB3
zrMLLj^4OYJ3~Q-ylfpP}g_g+nR=EjBs<n<(tfdfoZB8N`k1qPy!0P^_RSqM~035vv
zBm!bAz^m8tt?BYW%9-mTm=md8iljg%ZX5p-6yyYYey68`HCoLLE0yV24x2VaZClOo
z6r{;*vqv0*lWkfrJJG2RW@?_Gykc#A-@YNvA0dpWWKC;IgHGB~^Umh#KGE2I3R-UF
z8NvUI`WnI4a&GkWOJXzT$z&$d32%U%kog@}VM8Zq<gtEtT8XR79}KU;PH=YxGM&nG
z3rcx6H@F-IM)j0L`gX_@LG4V;`=b#bLS53J+R<9(enO$O<<5G19vI3PTpRon>Z*a^
z`b2<F6DD)%doPo@jRS;FbAAf_?r5Yk=|lruuUkuyBltqW*Pg-Qub^cZucsCJ0JEQ7
zhgAj-JUp{E!mo#^+nbn00i=P^Itgv0L*7vLn77y4o`Fm1-C7*{8&HpXV$FC$w-8fa
z1>gfgic<q_yy*vwoopRvUI=?T*^r|#n)!ik*_^M5axtENh>dE%vLh{J>4EnSu-%v6
zf38w{Z77j55MZKnNIb!=x_Q(kH?|?@qoZ&8hiR#t?uFba3Qxe`$tPKKG@etTaT>wd
znH^R1L!M*E|C8w5BJBCF&CPGcT${~0N~q}b20=0`kj${+8CD_KThey}H8H2p&;m@d
z&fx9OM0N|s3&OR9&#}YJcD(xAkF5q;^T67b)k4pj2wK`adh~nxB1bT{byc6%?liEb
zW^{sY+2_rjVFdknR;xuA*D}DjElT=xUv<tZEd0aM359i*Ur3a@O9L~j6@JrP&E@rn
zV4Mv2G%VJ64Koh-Qowtup6S(urLM!##WflROI_I~JYDYq0<N`r3nWBbuxDsTYwGh*
zj?Z`lN;~0KF67RpmRBCL{nAPNGy)kV^iL%KmgRm<&i$3Js@6P|ck_$83iS<MLDwN#
z5r6m{;ha_Sa-?yvPcX@Ye9Wu6zw*E@s*BonM{-sO@9?T6-NX>U>6+n(ImvG?h1OG5
zm550E$kss6$_wdV!Nu%}7O+3#cb#LJcHJhcgQ1zq!S@TNT%~Lql#?cZK9QcX?3d}K
zbwob64$6<*rhQ&LQBZS0#*|r7nf|5r5MhqDzMa2!|BL6~D_2fk!*m|+1F+Xc2DvYM
zo*4gR^d>ewJ9Mla%t2tlyOBLVQumZ8etp6R(DowC-|Y>i=?>hWO=k*(s-^b|EXu_r
zH<`JwDHS5{g<{kLS}Me=GmF>k4e!Y!YFRDUO80Lzb~->Ei0R6cM-lJ_S?{{esLUG~
z+&8xDo8u8ZKK#nB!mX4|o-)wvj4}fG{lKk5Gc3~6?_s_t?dDe29ZqEyNa+VOjzuE;
z`q+sx_pPP66|v3QlO$N#j^ako3#2&99mMS29W2xIMmsfz;*WH#XU8Gvcix}0EK#Yd
zoj%tJJkqOwPbi0InLMZ7dV_ZByzZG+|3(65F`HDjNF5St{Z7gSw%|73_Yn=><%VAm
z(&yYJgMXw%#b+8fDUEl=9uj@aZzCT+KCbBzsQ7_282)@!$dt+j@ra$ADi0A)gmPpv
zpl-4wLlKQIh)7S5%n3;>ZVvO9%Vt-xbQo14;DYz~w~*lP&ft)Fe|^^*%wL)$J-uwA
zib&M>47;MB(0n1!@~dk7@7u?3y1lLE{5t-FKV9$!1H)8;Qu@_w&M8(JQ<Y9wj>-qL
zF~hEn+At)Z8{En{5VIF#xDLuteiNSu6RZn^t{_IvRU02+wh8>OjC@OxcEcsKANbI3
z8g1Oo8x0=w^3LWN9+nPfJ$UfOy2Bj%O%GvD_q3P0rO<WgX;hDwxbG2%{Gb_dO6_+m
zO@CXMjWUzA(p-(pH%QEiF&JTklPO3R)lZJ3l*Xy`KR=ZGLCT{?QC9#X_}>MbPZbSG
zJGnPn?PPnUZUnu3QGb+P$lh=%wMVe@do=^(ICUW0>>KUO_BJYrsdOHRaA2c%>Z3RM
zFT5pUwHN$+uYdo+A_%>PLec8;FA?~QjZk2g*BKkVW+k!P59ifr#yJC9?_hqYr_-R`
z0`I?kB&b%qPy?ZJ5xc(R?VHK?cbyeQaicfQ^r?IGX^dlkyF9{cu0}lG;=_sOwUQJ+
zJ-Fe3K<t^BV_)kSr3n?ByZ+Qr*{+Koh)kKx30`r=@^0&hZ$#3$=*2U-S(zs`j?HXW
zH^RWW7nA!nnFYakGx%~RpOHmjn!c2elKi!u5tzXrTw9N19QGEUoudsToPmH#dWFH1
zPv@&CBPt2-GosVze`sy+{z>thRXRvQaAYrUeq3+PE3}vKp_U|k`i{E{W^7Eub`~{!
zOg6-otK*fnO%ctmj;LURp@ac-GxQ!A)!0P_rY7lXdYV4w-0ZX<Y!m$C3vthtXiEX{
z%FSr4w~EZ<uifN=2^>PiHS(g0JZEjHLTicDwSY{el_BlSfh92MFF3G8*gfEearce?
z<gsO<FAjOKWpjxaq`xsM73USg{|_a?@}LZw&simP$tljUCr3e#FZZ#VTviCdKQ+Q-
z=6{pNs+BP|I~_A6U%O(mj^%KA4iz%!**rRnI=YA&tZ`SYwyX@;;*k5j7N)PbARo$9
zh8z&9X__A9&#UDhnDn&qCn`vy($Eq|wHZXlD^?NMRBV%zgJT%arhOlSy$-VO1@oy}
z)rB3qZjb##Y(A{DR>SZ$cJ1&12RNa=7NiFoJ|$?<p$ULS*P-hSVu^!rK9G@;8<vl;
zsN>*^_~8C<1FI^vq(iZ|$18Ma`xCJaoZC@Sl_sSWtcl|K$$+TC+j;GC>T`x|F?9n(
zYzw@n@;}mVHrLVS#^9x?kK^k=_1{fqOOB7xRtI8-@hM1^D4CGQsHzmCllSmDAYM2N
zBGa<MIJgnz0w5weyaE(23@WM`%^Pk2gwwcfWN25|4(9alDf&SWRa^KO+m%thMIRxD
zEk4iWe5sq04-|ol&Ov?ojS*M(bl$BaUa=Qi+`P^tq~Zj(hi8!X3xV_t?ORm@-_w~2
z@kwJv=+PDwVm1_=wkPdH`-_~lR<@u0X6**5`cPz|ZMB*uo2)=xcc6yTDPPNNmS@fV
z0{s$+tah{JOJ8&>#$MKh2(8`ahrlEETBH5}!@A>^f34L9mZJiXwxQ>Ha~npAzdLY3
z8M_Xtw0UiK;+mo&95FCiCHsiG+~NI6?+kbL`0t64>pHe<d8&Dv)>O}T_y?7U?FL)<
zv5W_B5r^by3jubJJcLsbi-);yj|{I?Ye`toIhVL*C+yK(-wRMOl_Iyx!jMqaNxe$i
zeA-Jlr8iP$gOM3@X9fL>U=TC8gOcmQW9BP-oAgfzVrX*_Li;;t7mXweV44t8p-opq
znH24@83=CIB8=)b2U<jDhwYzWcBz_j(2S45UTVaZa7I$n`%Kc$kvol$R%BA2EGIpm
zj&Ab-`s>tDynBgO3Uq24Zj=|DR<H|&eUoneG~vr3;}$YZle&0l-9U_^=YnCTBGy<*
zCj^A^XQ*uaNl_thO3#hHemNF$Fw(v$h-SK5RLnHi<@2hq2a+2AcL-9`@yex}NFImP
z74nd~gm4Ufe#g2yIE1sk_3J^!5gIvdZj)+=vsa4poSIh-sTfA9pSaUG)xy#fE_)Xo
zZ8dYwlJga9v?!Gk8ugs1*?PjI3V+;*+&cgz+f{o+P^!juq;iCq7?HlDmqG-xWnro^
zB=nWyPT?2>8|>a<6t?a+M@zHSG_~3~^AX?JaCalzChGY%=GbbMZ6daH<Ae4i$;j?x
zTU*|~KQF~c5))Gh3w)<*(&(}3UrM6j)M9Zddg1WP6~Z&G9+bbGG+Yfeb~|$8{@ff&
zBm%?V#wUm#jA%>wWwH@xtnicagi%DH5J$c}o87>=225`p&UrqU&708`S0crM7Fz<#
zFew6l)TqxLw7%prYoq40+pfH%7NAHU(TQh13hext=OuUqdM~02Efxcrg%?to3xb=P
zkXi>HU^?wDFV`Z$i(wQ=`4|aq)eU^vIopSAf6z0X-VPu_pN@%xu|hP!QvsS03B6lz
z^-UC>V0gCtw^n~b7lt*b&)aAGl_9I(bV^;A6Je!)hgJ{jWT;=EB|^Xc!G{oNUy0}1
z0gAi*y^vo(sXUgBAWI{Lip=_Zi)ty{70an<#xF&=mnumFbe^!g<dZ8#Vs?zqkY%Qo
zo%_s0;=CB+uRhw5F$T`L4Pv|!?$#te%@2-*l=KtLlE}Qe#<47wUqu-k;t14!YihY>
z#O@hh+ET!ea2K{if9T=WyFF@)D@8me&?KQAu-qdNXslU$*4%SYo1SJl{<|375D)pt
zI(;$}xUNx=l$E<cf`_7vy4&40Svb?03;WVP2WJGQA4?nxLl1*+<<5^U>KhZx%aPD9
zHo@HY?Fu=@WNkT1dsvR7S<$NBK|ef=dw8ZYMBH*@kB-nIpIj!_&v8vWA2LBnb5SMB
zpCQ~)7Xuaa7--UDJe9YrL@{$4xvn@-b8N*EzkVTY$RwGBuYQ5xVbU7Wj!bfEzvi`N
zW$bS?b7l6M8&^WWZ1OG(ID}8xwBGp38>nuNW~flT8a5TF&1@%yg=T6>YO{ba2enO0
zAaOV86ME#bDQaI3P5qGoQ@hpmOz`D;Uj{R8cg&F1km?=$dh!kN!0r`;Cx|UIxX$23
zA^q*(vRFh!$oDGV{VD8y;I?QV?0}eg0Lqtnt{zKo6i6oFL)r3$L2%0DRqIdf(tVW%
ztjXr8fy<(#R&b3owr7i`?%Dp~ub>LsC5{Q@=)h4D<o;86RgeWTgdRdZ1?o)X{ll<^
zQ?MAiQx-8&PRiy*<aA}P?UOwObwWPBJPjQ0mZyEOvwBB+<tG@5_cecEhgmOtoi;eA
zkgHz*N5(-LMWxbJ#n7J}>$W(RsndKzQM-eDDo6=fp*-=KHG<2Cln;WUf4GdVjRdT<
zcOhKl5XT%>MP=;Z)Fc9#V=059%fT>D91WfmvQ;UtgZw%Ur1-Z(_B`gsaZgRWW31q>
zeq48h!^YJPEIuJU<aZPzEdM5^D8y2GX#U(0w2nP~GRC|0Glgmndg`7RLTKcM`_WS0
zj?LB`nh1!Ukki=P_UG}^&Aqt5N2uTaPyjHn^wn&Nc=`2Tp`UfKFErQkx)`l;)to~b
zx=d+jV?cN2LKz~K#CvvMvH$+FEdh&KD@h(E<ozc0nk@DdR-EVOkQt5}hj*vIb+ua)
zx<8H&YS<#cf<!~?>0DA(28@N49y_|aG?a;<vOcBJ0}9Q8gk6WqLIZW<2#sYg$j>UX
z>G^;Cqv?586p|E)0}-KmU-#Uv>}%-Bd^@mCP6eIz#n5yrgu~TfD_x)XakwG2*|RfI
z+r}CAr!|lcz6SUB+}$Jg_J|>vVd_6g1oe*A!s_xZ*coNBU|m~2(DD2x1x$U#=gU0$
zksyMO=3inj@66d$U!1WUMRYL>jM^`<7t~cHb#5m~b|+!-L7z#YnwqWr<+nbOwcx1I
zj5Wr~{f3lU2eNUoVefK*{%|=qDSwRU;tZyQIpMz~vL3#YhtiPtd`{W64wtV?Lc|c#
zp^k6`1LtQPjiKu=V*h|3Wd03Hg)j1mC99lul(jJ2O?Re1X)?K2{pcg543uwR^E<*3
zC)VZe+-=b!y=40%f-O|&UB5y#!ul)kvd`Kp5b2DWDnKq3=WXi8JkhB&gmhV2?s@vS
zPp3M<i}-@sO<t}byo(?D@OolsMzRmdy|xpx3+%uf!Bq<Kjm^>mobJTw(Cd{5F(01h
z&pk)bTl2SF(Ze5Y_ugbx-**(#nnj<uy9cwSoq%N3Q9yZRH<R&(Z??!;fEi<#ze!&z
zGolwS2zh3F-fF>HHqTgsVz-aYICea4OOQKMm)`XQ)##0ihMvvEEmAR!`Va-Ra)b_e
zj-MuHXDUQb;IE&mSAkosMbpKwX77$L@|aTfqzXn(Ggd9e1Oi#0s;OPQ^^LoIAgR^?
zUO`&uf$B+t+7`#BiW;ktPe}C$nHw^0yWc*NOO`iLLoJr}%v@g`qFUE@F#gt3ec3QR
zh=e$l%LK9x+{j`FW{xg%N!RCF^!w&>xk;tr29iM874-@6CGCHxTxtDv7ektT0P=$(
z+AavuiB{rK0}b8tx5ZEQF2h%Q?iHgzp5QEC3b^yQJuJe2%<A0L&Z<Rv?c3!%fasm=
z_Ni!#<2^J#m%E_rCt98m0OK@39&Z`x{8f6V3yZTtKHyU0F*~=MH*CGQ(4Zj+AZoDR
zG!NC>^cHez7CDkYzl3J|CdEFNEflp2L&r+{Gl;Yv_tw_yw=|*_z)Ie=EtT@<w`YxQ
z*1d4f!C0Fl=kGHOuTldYaj&;-1oz#oV6o;%REsVy@XMbTyNh2!MvcZ!4C|bKKH-dL
z7}~Ho-N@s)9C(Gm#Y3g9-ko*eV%uGaj2Cho(P^Rkd+<RFv<!?Xs}3c=f$N3uT#aA|
z6f7IOR|@F*N&NK!H7om_)9C!`+_<rMCX6-a7wF$1yyHS<hvovw;qu}ulSBxQ-R&pJ
zs1?hrecXI8ti!Wh;kEm4=d)28(e!~{;r^!iTeZoQZG(m-<r+fOUQ?C;^1mpI1M87u
z#?<T7Q#sUw@)PK}Bd<bdRuXCxT<uE*>D`7tju}>r109qTJ0MnXjkg9R2VmwgjR@`(
ztG8M%_ijgfns^pWPA!KYsjX^`1dLHAhH#i>Lw|BW!v|%4(JwYFlDr8&e<2xzr4@O{
z?9%%XN<F+Ln*8m7KtA|&iUJH0!-7!oGQtRDa`IpU>PBCL)e;`32Jl$_tizOWDxaPP
zj*y0X+8h~=4tQ<_(KvW)I-oV2h+B{1U$?FB7&2L9yL><E=^W#BPEC{nf76=7Bp5u@
zPYlIiv1%FJ8kzta{J~=h*lkeVd7WO*{|fxxoc?vL_|lN1;VZY3$lfmk-T`gTF8pW3
z^H@$1`k^;#&Q6*N<H;zr>kTLYb+bTxh<v1lnl`bDz6nE$Dw;K~s~vFU5GG6m?{6h4
z>bt&^#e=L|_f>^Y;~oTO<*;UYJb}gih!7FIYa|@6ZzHt9<%jVVDDr{Dn)rqW?z4*T
zX1uDdYFaFjAN%|`{#5BJtM=!)@A~acRA4Mz<+-v+;@~Hae<KbVGy7BcTtAfUo|T+?
zYd?A#)<G=gFm_VmI%F4&jFNx?wI&-_L{PmnuFWCHyHm44#Z8!7-Q?>vCVgT9H2KG^
z@Qa&h(b=#ha8v3@JNwL{OV&Bfw~ubmS1&_0*cXfOwe5<-XH!}Yfy5|=@x8;EE%Fr1
zg{9rw`G2FbqbYj<EDvk9b`jXkrx)G6kB(Plp*7`@D287QQNJUnQ-8=Sv37h_eyWAK
zI2(HQ&+!bz8S~Y+hC+II@gk!VL=f#tc2qgGKkGpA;}x4`ScES@Wsua&ym0rmjO3nk
z|BB|ZDkKci3_dkoyBzHE`N=A+9lhJIAwF8w%+m>!1qSh>C0p6&1*<R#AuUpn^;O}h
zJgvi8#aJJ+EGPyd{#6T6r!D-$oTB=l%&;ot5~~|ak&y4zLf)EOoon~#1aE)({;4X6
zLQ)M+F#eP94rQbiBlbV?-2X4L!TxJW0;sMT2&3JPwR)N_w8FaE2Rk5hDmxdtHZ#?W
zEYe>*H+<WS7fB`t!+&DpbQCh~*5;wkT=sn^wZ2-*M}2vQKbl|2X?SI|uIBTVJ3eIA
zM2mc!<z03KKRP}e=s)9bPb>D1)Gzx;S8TCt;SNZ-^j6q(=Hpci{LQE@@<ZAG4rmR8
zZZ7QKx)75dDkKLZ>syLX342NQM#P<$w(uR&!7!31D>95Hl)2OE#WfqLRo3xxF+?*u
zFqf&Jd^>z{YrkB=4NT!m!#MM(hPix{yzRR~{XfJBhWflpO<PG=dJF7Zcb>rxQaaZ7
zW_Dl1UJPnF!6J42XM}ewdxsf`o;0cXBwD}rM8AU|Z)e%xBZ>$b@p8+b0o`1>zr`kD
zL<eKGGII@J&E!*5BfQL%Upd$!ror{nEK=P%Jl+)B=WD$>^WNc8(f$F`-}C;(m<BV=
z0^npdQxzmLTGPnuLdCTFNDpG@{Cz|%c3tSmb`R)L#{TkSqc`ToNJs+)Z9X_gfT)Ti
z?12Fd-8Cn-m{4y++HDAb$<;Q*>@wI&h{w@%o&Hf|=3Ia9d5;RPpf9S-sDBVCmflQa
zb4>Dd;^<((&{XI}5{p$4XFA5zkk`<H;5|dvb8Y<ia@zYQ7vU^)k9IRi4nVl|ej3d)
zycg_W!uTExRk8LPSw{GPn1llDZJyjbGm(=V<Md)VATgBA?)4=`f0>4!(t4Zb3OPKu
zxH@5vD$zbR?n5_wyDIr-S<m5lVRuGp)m|IP_mVCyK>P>m#=9p$7Vk`iE<42DeS}E@
zT%T3f<}Yt+k3(YGz<t%;ydy#*<(zMlxM_&HiHrpOw}qEmzbFs`-?R+5m}Rg_L~}2g
z9#lGiWfQuiT_#9nhSy12>v#$H^|wxALBuRh`|BQ_T<ty3Sx?S}j+$h(9E&rKp&ptd
z^IvV{eL$CVEqCGguv{_EwuB5Tm8`ytjyBm@_c8%9Og*0~*Q6PQtSi>))3dR5_8&&0
z_|_{8SOhaHJ0te!P_?Ay?cYuRTG|-cL|6#t`h6qDq*PY~ECt~q7C(io$G&9(u0Etm
z^`$TU$SjzcL(6;2x+jiB4ohLH#$bI79H^HW-tdRRRt`}!zQDjPps)CJ2D!3bA7@9v
z-WRy-?(OiW3URjVVW7zMITJCLr+v(O9_DXbYG`?>jB&$fmotxsqTwk<ddi9^*tf)q
z><8ZOs;AwX5xx^fd+K4~#o(0x4`**36<61I|0TiQ-62SDclQu9!8N#Rkimlt5@c|9
zC%C)AK+q6^1sy#2po4dw=l8bnYWrPnSO1@N@40KPoOAZxpWQ);P9oUQmky%7Z>ZiF
z4mU=UWhZcUeWn!g$1XnZ?;3+m%+R*f*y1=yv8NjHN&s7y)Fru@jKe<Rao8CmeE+rq
zcE>mWl7ru!pZ?CPg$0kG(?D5m^3}TJFBXxb30w-HUwUp}C=|B_5doR64TV`4?M)4Z
ziQdnoogKW8@MezoFM-v~;qAQK4SpkRBvglUK9J&D_-gur_a~3zgc4S>;BFiZ@tPmA
zV2wePG!FWo&pU@>(a)-OGtbCs%+EY*MxN1H)VLJW672~hM^;<09$|gI(dNyfFI!qH
zvNBe#dLwg)dEQ~@N3~dZSp3OOTz<>6d)b}9#AJ(mO5jOz+8e1R1m-pP;f6jUD#@k#
z4i$gllO<#RMh<VFi72)QK%xBe+Md7L{-Um>Rsp`cHfW0S>E7UPq&NjBw`u}k{ILPH
zNhp??<;=xioIc?Rvw&T#NtvXB$FpnVV~rK+x<-v{A~c;H7W^U^j$DD5Dpavpz-CLM
za@#8@`?h24nkS8&`tR-UFA!_1v)6B^VS@DZ+Ojfy6^?Rq4U3xYTlLMvmTMaghhUz2
zPX5fXASkoyMJ)JimW$i0;#Q#IZvS=`7xrPHF*YRIDq4Wwy6Eajs$j_JcWKKdB}MOs
zn5GH+l!|!0^*a{~TQoHW(>2o=hAoSulIhX%jc@oEPiXew-r&Bk8))`=kN3fg=16Dg
z4qZ`ZFGcuf=o3o#&0g=;mk(w>2C^)95rRG}`z;n9o%blzZngH=4}Tj?w>S|e+8I>i
zmtN72o{?f7ts2?7Pc!b5#N23?d}D4}yCp~(-dja<SB?RF(D2vds<wX5O1*OaHVu00
zEctbG+9`4qL4q>`5GeO%aOru%Bi_7E91lm~PWD|M%YPHGu>#(L{|&?*dypSTwl?9}
zeo%p0fJQ1x{$-h995^<VkKs{}Aj|w6j-UG&t9Q|r*y>4^w7T4Y(#*ov{dLqZg60CR
zn2D>|(pUCPQuopj7$njkzibM88aZym+fBpgs#aFO?;>LQf5^cS@8%hvhA0&g)Bc!I
zGfppFEc#yf#-BB-!8TUNbcs{^4O;K1=J-wmg-L<%G2p%yy*tqW>E@gISR+y$q~Y$-
z+-VT{1lpz%6ioQI$h`T3v77%dI8jLD{BRg&n12wsq^4XyFD!(`fR!sAir2wHhOzG}
zYi??Qb?{Tm10SWaT6}kUJxbLex}8>o#e}kSKqidaE=%)cN_1$WcVX28ImG_f+?w{o
zk{<_gF(*ofG|!cT)~C$q$57-0aFt1l!!WywwC7hGF%1zb;+gEi;#ZN_JF$|HKU{24
zRPW|8LT*8^TBPLen)G&1^tV%bLvk0Fyq=46m&01k(=`6SOa77;*PDkk%Hd_jT1O|M
zYQIzU<@;GD=kugsWwl#8zvJ!iJL3}w?t*>S&LSH*?`<wcff_{o#-{+{UoNbF{r#EI
ziXqRI<B;tlA=xA%-qCF{OIu|HjfCv+EEpA%1osV$>zu1}V0;L^GSYpgj4>(=sf<{m
z+EDaNfhWY{(P=7#B%;UOvdL95$Dx0(aJ76cGsgobBE4mJp4~q=#(fu-t~Kg)4T()@
zmg<3V>mAZS(FU($hD#WIcxLH;E=H;HIXlXpelwyr10D^%h1()hWXSkwe4gB}g4#YB
z+JH?!)dO=rBMjitf6kZS4`aA1^8%bmJ!S4Rg2e&vw@LiESe<dr_x`WM8F)D81=@B~
zFS6YL697246Ar?L?ATE$a|^GqW&T_U03_UEBennIZ*VIF$8VFwM5ghY?+)(yTK~V~
zl9_(pan>#oXGEbCXKwPNv!N*c>ukt8ku#<*&{cqxrcTr=){vW~Gw9K?v*UqkRQoOA
z{+i?f_@arm)g+3mn~0b`b|`+dX<7GW;*z}hwi919du4K2a65sU1YjWF)_&1U>od~@
zc##maRt}BS>kr7&uss~MHf}!m?TY4B0%TO1QPi_*<D08mc?uA3A47X!2SX;h3K^e1
zqq{77V|--jhL{tYQ+mHxojSZ_??W>BWnoZhMMLPq;98s9M2YU>%9J8#F|mM!n!fJ(
z!3yHou-h7^Ph1#5!WOO+^$uIg?55k`k1kW!TB=gWIaYQ9XOMolyVdD{a*sPl=%hka
z&*wodkEh(FMkeY@@kj;I(H{nM`h_m-&KSf{Z&>Vr{5^DS>3Tp(*sYfIdM(VN_-ksu
z3=dnq{Yv1H$AsZ<H~?F!Yw^`595aYNLueXe!}o{*RyH3W5z3mKf-rhi);3~(;+P~u
z;y{Xkz+F;G&(P%N-XU85Fn!=ycsG)|rmuhD^D0{5v>c2$ToI(Dazybn;~A+s+MzAQ
zbwKY>ECEGfaQ;uO_eFT*=&QpE51_&Fpnm~2|0l=oA|<_>hXZn+Sd;j;ch9I>(>J*%
zOIpGqt9D1yYVHE+c{Rh(rk<$x*O6jI)g06PXWoQO)&U*v4#SygGNd?*nlAlW&9pG#
z4qEB?(BRw_%Kc-|*(%XwkgctuY1E52-{Zqzid)HfVvL6mVh2v)vxTH&KppM_y8Z-s
zlme31eUQdrxBe;%<k`Q(jsAxeWIOjbl3tdcI}>93c=?%(*Rk2{_A;XH7n%o`lsu;H
zW|LM;rFFZc%WGKfv8xzx#_0R-$ac}-9%`^Tg@(pWV<YjNo`M3bpon;0RHP^%C823>
zDcRbvPGJmHfPg}yeqT{|vDc<#f8R24*E@(BwbEI-bC$adefa6Q+j1Fio&*F5iD`+t
z!c@wrLdY@1ICoo6;1@$O&t&#T_&=CMLl8DfqVp7-f>vIde8SW%X*GuC_*2wNw~*v8
zN(T@fKOAtSx-|YZZBI0(u2Ql1(<}Vdj?c%y>@T$9a4t?teoU@_vzz;+TojwX*?+R?
zb-tA1=c|o?@Cze>5+xm=XZO8etDaDJd(*Z^74F|(aSR+iHbpAYG+gm=8O<jDXEQ|f
ziQLLsG?l2)!}BM%Px81`=eq}vPpC@HI&Sf`?Oui7ocF_f@BJtp($Z$QskLH&ZU_ie
zsVo&qiV?hY9O3`JybzoJAH5JE|C1MDsp;f@c_Da4v<&{(X;D9zLpn=Qw?+;Vu&=G}
z#(vDm+n9#5(`@(t$(jY%dS$>r1X4L`fpj#Rk|EWrcH|F*X(O(~akEL4@AV>AzwEn-
zGNYs$Mi!vP%9FBb<mTQzQBn2E&S}Oc@&5H&`b`Ux4kxKIAI0&4q+SSA<B$NM(i#Zg
zE_f5%=_rs|j-PyPzJgHL*Z?GL-4r9oWYn_%F;Z;X1#aU`PE_ToP)YzWm%-wxW#5Sr
zs_KAiMgy-sTycaCJ7@oRqG6p7WVRp|IMxl7CW*thS0f_?2qnaIK0Bibvx(zTQpbeD
zSlVyr3v31hrvjI(R|rIM{P+@Yw-AJ{ClQ1%X9y1X9kbxZ=C@|=yz6eozsBynDu8*K
z#uvG$9hB@J%$^W^k!)}}%`#|}5qteIPF}!}zZgcW=ZV7O`ZCw^G;R^DFBg&A!R1y#
zmue2(`$J-?qd%s3j4Ew5#=hW|&8{WwU3o5T(kzHYZ7T%AK4wf(hCReiOfrYP$3?pm
z+^*tnc$K6SxgD977L^@_JH%$B+nu%-cP%Pb^!(d>^(Ec!F@}brm}utthV8LRpLHo9
zv|dnM)uT6)oGBjpq-L-$C=pnG>w~u6`rw8|{W9-PNy7S(%!1gcr6t>L(MF|m;(uac
z?PgS=Gl<pYLY3_b0JU-_$}?j_Uu;%-+_b(cQ*|f4O}R=tnB}lL2(l{)qLS-ddg}P(
z*nG_faSrI8a`#a5(h}`8n*T->=;y79Wy&f7(qk>ze@_(4-*g(nE@7qw5-i?J{J-<D
ztero^hwAvrzB&AgI*d{5c+E1&D@JYfqTt=VuOiQuDo%@fi~f#*6-Jt$y6{n4+cYLU
zyc=&uE@Mg3)FHnlc-!g&+4cwFn4f<mCSKvx-kij)W(yz!kErD>AzA@9vt3I)XDskH
zJ2$tf5X}$+54DVJ3;_3fUur1iO7*wU#caZfU3W%E-OaJ0pSd9R$!bi@4SJh7DYg3#
zwgvKquM-lD6kS~Pm%DxbiuB_~`g52x0E+zEGVy@aL=gFc9WPDKyW=YO<T~rv`=(gn
zmgN_y;hhirC`vpfq;Qovgy&~y(*vkz^JAD>5LG&FV(-hFKT|dH#Fz(@wUKH)PlA|A
zo>3zf#piRx+dtvrQjdNlXD>)`0ie7Qv!>LP=x-zBom;{0rG``AI02wcKEfq{_Wa_#
zv=4Z3<Zzgd@=ez9&ZLXP<Y-TECw-6%AfX9N4Eg5r{zT**WIvE>?@A;#7fAZ)IR6oG
zjr=)5@N@l+UOV8=afl9*3?m_-<p68zOzFu3-)ycHulSpfOe8ffH${7J^FsrO$RM_C
zQA_8u4cH?)Pv6Q#wt3?3uGw;25g-|f?%G?%D-)((4ay*`GWz(nB^(s*65=Ff#H{m3
zt;vjv7QsBo$me4eB+?4vy&-dZO!{rGy&cjuoT8KBf>D}sVwat*s8AJLHAiYB9WBl0
zJ{0B}K`!^MS!fF@=7ad6W(;qo=fw@B&KK3V5F0B4_e|lRzeL%~m=5x)E%trXRWR%(
z8cq)IRwv8O1i!@yk^yCW1SDHNlH@u%hiSfuwj2EeG6VbXQ^ZiYLja-kfQb`h(Mjv>
zwGm9dgDGl{O8@sO5>$!CRCuIq*hhl3tqs|V(X_#T%e+m7?>@2>`9|raE#KL-%vbmt
zoY!hF68;JwSBcu@)ZeyBsY3C`j`Q;Bw{S8{j`gKmPf*kEhi`MUsc}D+U}uNiTWIUA
zqnq%2KY1DpN1~SoP@}lNTf9FQ4*>@dY8#g+cYYju#BH|XaM4c>RX+XVA7{SL<|0=I
zRIn>(TxZV-N9QCqlOubNAbMH)wtR<qjNc%e8mxaBoGi1b%TX$inQOC9`*%wP^NXly
zv})!4TNXjw9~McF=p8pL(?hnydJ|;>OI&ityzBBVwYxJHbca3U(v++B%U`)(8ts2y
zd46-=9^1iA#;YXAKvnF&Sl4%V=tTUmpzL`dm_?I1ju)i&NwJR4iw0Cshf|iIy<H?z
zj74L9#RGnE2Z29P{HovZFeIAVsSs#}Sq71j!>+}Ihm5FzYH$X@s%Y!fp?0^36e12Q
z=jF1FuZ+`#!>q4J{3l8D9}czqVJx;(JrYAinJE71$7*_D>HzQWxYvdY@}6$tks63;
zH9bT=>w)m4yoOBsnf_Tc+m52luc}nU=PL#b<0yf)^)Rus4iqETwNQ><&0g8=@|6OH
z3I3uuHQhYJUE{Lb4K^nnOMd%-?O#@io%BU??ZV(fdMVjW1AkjV*4!WaeX+OOxpz6H
z3*5N)O*Gy(sdN~LeiOOJ&uigc(8BYiLjn_9foYnJm_SR>Co_{JpWko4Yg)X^P<(W;
z)-Jq59dlO{kB^CaAf*=g;o|wfv?uon%OOd{*n%CC<hmyrRgHcGqx3Dopw(04$7dQZ
zVK&az5L%~~35)aB>3>!|SD&+-EqLxu2_IcJTqC?8laA%*{60Q>ao}UQfd?fh%-vjv
zpiC>7LD3@1(wlSn*m!+&pSK$`Lh@krisrMY&ept{jzt?kn+H{%vOi@EAaJ1`W#b1x
z$yglw$&b-OCy>R#S#icGR!8=qG<34CuyFsf0Wt}Rp0JtXXJavp20`sUZy^VVaI!?a
zLMC#}n<|u_R;IzzI&=%3Z*0w;Q!DEN#eWGhZTUw(mU(XVPgpOxe2Ldkj~bY#seAIP
z+{7v45{)x@{w2cR>{nI))Q1k`ve#i4lC35h&7bLSO4H?OswYp!rs?<bh61VKd(c%0
zla2Cblku1P6W3FkThBx*bn<ftQ^Qid0k4Vg-4Hw1sSmFGoZ@pq3whLp%`HVfZVn)>
zfAX%XR4Bs2qMz;TPy?%LlO~8X+YP^vQ^)0=v`eD)KBa4Z2UMU5Q0~9rqaDT3#}-yb
z+F(=g+;>ifYf7_jo%vCsLkvZZ{SX8Pe~i1GFtm`*x?=pt{;)J$@;}%g6r<}CVe~db
z${W1XKDrU8^s(8!E2^?x7^NIrBIA|>(5{yB2Vr~nUWIR)f5~G~+yn9-GGEOdd1<mf
zxz~UH=DaBT?+$tfBc^#24x6>CYNa;XHBnug)4((_4-*xp>RMdwC{nZS%hw!<2mM2L
z`IlpxS+fzX>8Eow%!8|<$DdY(n;KG07R&cI!%{vNPWRzdL#r18Ix(c7LD9oB#zNwL
zbLdoNt5Jh>C1eD7fK!y&s9j0QH7vj#{9dDb=6=m9{xqp*%!MWVTQ_x6(~si<_&SI;
ze6+!srE0*N=NDL+SOGGmw9jXcX*|vn;*YLjbe6V*X*8^VN`b6trW+L)`R8ZBNAnXf
zP@jScUBokG(?^O6r7z}94E>TjG3qE}#o>s}9TLD0ulG$>ljs--90+6aEhn?-kci!K
z?*<HcZ7TA}ZBsuUu8JiT@x^_ORCn`s$D{W6H|;ntEL_l6hof>EjX?irnO+xImc&E&
zS&wP_hOEk!YzGXoHS#PLB}-=mYkuK-|5T?L)akr>s@!pQ@^L&z{dhddDz}Rqr=%lu
z5D*J`{Q@gm-2qf#W`j6xUHa!<rppCjdsr9^v+OCus2){`@8ZfZNaRV2+wjUqj~)o@
z6zqxSa@=E}R6#kBAK@|@|JdWCYPh=x8}vo8QZ~CFkE#&!+u)xS-S_+LuccPA!jJU8
zw7%7sznw>;$=y+l+0ShPgsgfKT1)yi`tuxrtmOR@fwtl4?%ldh<5&uedVd>PS6FR~
zK=(={EO@JeZ(q);`-;G>?#;$wUXKsM_Eca+$8Y3Z;2!1gqq}s+>LlOq=$XIli0c&K
zbg&qjU$J30qlM3&Xw*-aNI8{<p$oLu-|@;?3n|%7UlX`zGEns}ou(1K^SvhQt^S26
zwsEOJ*)qR5A@mEHUtVf$lOv%W)fJQ&AJ`FRH>WQSa54(qz@_;ufNXgDZVAL{&PO(w
z6dX;meF~<Jf!=p-1V(kz!!w&vBCqP|06o?ib5agTq~IwOE=k-F)Gx0WM#ELS1gK%F
z5irDL+W)24twU`ELw}(YfU<H-jV1Dj>-5S8=TyIv>92dHypU<6<|-%|@fnX2=Khmo
z<>@+@ci7zJg9??}$o))pjLZ`hZ|Ql3!uhw|EI$h4tSmQg#qCKA3hSU9d=+T@&Xig%
zd<xl5EErUd(+65jgTO?2(}Y+jdL93{dD_3x#w@`D&0mLcaZ2tdzQ%Jp)zv$DjsV_{
z`h7mZ$AQ5B^i1NUGT_Y!lU=}d2Y!I?v@NIYA9}$z<*3zHz1Tdp9(G;Wo7>Zda3l+S
zd|%KTqo%wgA`<lGqE9k8yz$H*tB^Jxr&*m0`fwddrYMNbsdQlH*HDF}YRdxra-;PD
zvH2AwynmU9dTelwP4FIW@|!E@t)?_Py+;Q<cjMOSs`UMHY($=_48O&<GRChf9O01)
ziyON1uKt-B9PIew6H)Pg`wt&5uKajvcT^!qM`AW9{?8+63%Yc|<!cQsj!EI9Jj@xK
zbbFA~=xYks{-lyp&C1onx$CXC#plpJS&1}2<~_l@ygb0wgH$M26}MlrL`60GXd&0l
zY#>wAyQF4*B%i?T?1UeRqtE=Ln6UG(V7epOh~{BY@jcxDS$aXIZoGj3y3qCs@nCGR
z^}r8?mJVm<mLRF<^C)F|m$&JxZ0F+>ed&A07-&3O-z`MLm%a-)x?fIZLk<O3KOX*_
zHPw-wjN4sqOwr~S5G;UM6i&H2I}PY_-`}Aa>zcPh@3Y-57Zp(?UF=;39fO|;M8&vn
zvr7pqgK8C#k?-A4kL?4xF9W;wCXDH=Oj)RXuQniiOhNsVQ8h#?JeT_Zt#QXMkDn-?
zFADgDBvf^xpy2bKTdAmugFA*$ZxG`!(<SzdH{IS23GQQc3R9E;h7ipJ=eFYw!NACm
z6SF=HbYN&te^|x$@54~bNa#pNkDXP~u0use2kOH*PEeHf#K**xZp^^Iz=}?7x+hUD
zz<MdW*^l^Qd0QnEHe8MOeX$x=+WZ!KTnT#-5PDbum<%F*g7u;w@cxH_cGJW0*47&?
zE-qma5e(Vk#TlAAUy)x~i^SB_d4pZFO{fHX!opFZkH-AJjUF~hd9t~KaX8*t&jcta
zWWq0}A}qAQ4PtR4DS|e5cCBXyCP9%RDI1E!j(xy%pIB_`y+kd7Gpf^G+q!>#p|&y=
z7Aj)T7#EwIVA>WTD_=r_I?=4B>v)@RJ|RmG))t?|Fv7XwA|Vn$eOxx-UiUMEP@=DW
zs}DD)U?rOF33(Mp{;bm~u;|v=8ED>d0qqWq(Q#U<-i03j1HAzZ_Or4z>(89~JIK$)
zZ;XpL_ik9&a6z=Du4)8$X{)7U5RK%HCL1!10c}kq=I4)n#0T~OV2L!FM?R}Sg%3%Z
z`Uxmc{3aV#2eS@Z!_$9{Gm{5<xa)62jIfoX;;fEZyWD32aV$o@3$So;5RXSMhiVm^
z--0%V()MiR6-N3K(TdqPhB<EmM!iAI_#}*IyK{^S$^j>-Qgm!b;)cr)b~Tjs`(inr
z7T48y7W@uL?R)wyejKZ768hGB;RK_gEtsBCiCHb@p#fu7ax!DanV8rg19QvW2W>uS
z4GqxGYsVbq`?|-r85Nap^*%G4h4{&Qg`M6*iZ?!fy{=W7?dWS8wa0bE28$C;pFe+=
z2B^p0hU$3^+Zh`ZZb^7r-zK2NFC)4Ndn_VsOB^4b@{eHTPn{#X%Whf7gtxS|ZmzX$
z5Kgb@*6xUjufZ{(weQ;VU!M_ga|IhY@~M~7BnNfeZz5gQg4TzEUv@?T&mFd!TBfW|
zvTmF?QnrWRuWvEr^)tL^@Iz^jaY)R;$WUNxlbvhdV`7ZngqW&qY<n3hHX0Cxz%nOk
zD`swsRDBYwU2|%>v!6BeHH$G(RP49JAUafwPRLq$w@me{Cmr)cX!F%YyWzSyxxo8L
zv||AW54k^B?Yj#cvOY^nG$*)*7TeI4y0v)tyTyu29FecR#bt80lFfaz)qnH&m>p(!
z{OA^WHF1C!DxQaZ_WWade0Y{2@~7o2k(IL*Zkv@m%F>ikE4{D%_n#7jfdE)R=vtSg
zbVp|C(fR|m{6*vLuT^e>IMYUP&W+%@S`sWTFJbR1+;8ZYz}>wJ*C8cpXyK08#yu7c
z2CILwfEVcWaB;yKZ~;ZJb9GE^C69BLpWBVi+QIJ3cIm)M#M5%qYDY)%&~U}!B;MJ+
zobg^+9T|um55DyWVIWYnYy8e$F-s206kj-n05U*Md^96=A`Y>Z0eRJH8rwblK_+M2
zJyhAQ8xa|Imq?K|>k@%~KQi7lbVGWDEqT_TYs^I~;$26(@_gIyXkfhSf%}VoPgp_>
z{OqA7bt_R?K96@*RaFC0&(Ex#U7aPR4A7gKk+zo;Eks1bhJ8Mqv)-oM9y8>>i<Nxq
z%3>eb&r+eL`V>ItyY&pv65o0-a8QlK^?o^U+jp2liLyp9jL%km>*v4>(8by@V}rm*
zNzLP>wuPd0^czu?LGOM4?5q~RCTm&D_v)M^bl0Ap>5I4z4o<)sid2Nu1cIdIVXD-N
zDIk)0$ZErU`zaTznCS<-qVcEm!R)p{0C4u#@3$OO**U9Dg`qy4p3=sTvi5(Kx3&n7
z@XC(n>BKI(o3)4M=8ROL&$VP9DcfluK`)Q4*@kYlwJxfjPT+B!BSbtf1c~vsq5YEL
z77gh^8xo}IK|*4$zS@@*9deLy2fG;pp@&fbdgFjGgGfea-4wmOL7}Jw=^f||A%GCu
znY6=?x&wjm0m~Y%%0fsfgIpd1(#uM=HiED6Q7u!uINY=*fe1?WD1}lKo43$Yf9n3w
zc7RN{JIu@_1Q4#HACOYg<EGb<9X|j`<q4+#^ij8d|G^$&YGAo`e*_H+e!+RmX-Hq~
z$_dBj-+kG8<3af{uv0owpo@ZWW;6Mye^VV#9WAB@SsdQTG;-~dBOM#eca^MMUCZQN
zdAq7)nzn?{n;+TtK<Z*{jTs#5yZ!|hxO?}2b;Iu5b+qoj@iH+ImukQIBX4eDLDU`(
z+(G`|XNgxt1WBeE$(s8hG11*-a-lWx^ptZL3?7Ii((G<**VpDAEX<7g9w)T=HmdX<
z&cv5&&Tn~(Qfe0BxA1+YJAqDr{Nl0^C>u%Q*6p^t#mvu+xxAb?c;_~$Bn_1nqLq#d
z(k1it^_Lqm9O{yKPI&Uhe;wjrPP6*HrLe)2^!+eIt}AY|D@V&sJi(c#OK|%@q?dYz
zLh^f*-f_2dD`v2{q(jpF6mHk?C+2ualLQTekWg}N6R2LoY$iMRMZd;j`+(6%QSE~G
zO6W95dW?dzjBh#@oVV7MkQ``Qp$Vv0a#7nF-5c6q4y9p>mLPb91q649WPYNaw-fm`
zCCr+#@!+%mCm#Ol%{ax$hbi*~Iboa4kgA7ngo!WUa*vYU5B+&EZf1E8Xf-i5HUO5$
z%a~$&p9GkVQQ&BBL8#A>!}9xHqHL#gpf|2qE+doXzTmnrDW4h+HK!Fi8Dr=J9x-)v
z(pC{(G3K3X0O7l~i}Rzsec!7w5?E4?7+4%~rlO`M;Gf6!-Y5>7Y%=#|L3nE+r?ys|
zQsS}noN^`RqS1mb<&6~0cGuF%O3bZKcN{|`PS*51pm%Sk25NeKw9W81Igtrfq{!X~
z4$6l=)eSF~Yr=rfb@ezcqRN2%yOvAjq82y)bg^%VM$*0=V?g4*jfb1SZ*nNN4gSlM
z>uu5lhCepMTtZx398y}zZFq~Be0{<G_%N@9#f5mkX|Bj0y+iPi6|D`aX@Q41A6|DU
zSPuJqT%q)W)S779MC$Z3Z_uxMtMQl|vgQPyRV9f*cXxX+9l)IKV!V?K40yyPAYiMJ
z@IXu{)Tn0hEfn}niaU9`njU(#Uu78ylpW1Pqvg_Nq2Q6C&Yx7+2I$A<iDf>g{uF?3
zZ9Yqx%M-XVGBa_eEl^{%g+dFy<p)1k{+#chfwsIn5R9wD05`(m?i(x9jD$S&nB+9{
zyMd9vw)v-oogu!998&928v$X_IhL~2)7e5A^`xfQ-94@#t+>701P#TiY1)bHvNFFp
zk8LZbsTGVMw8!V3r<uNNxV=HoOi|KbQbba+7Zs;%%0d`#kKyxO1EB5qhUrTTw{o~t
zzOfS&7h$hriPv(ns`C#yM7(2@XNDkXn!qdOf*ZxvIoRX?+doypG1>iw8s~YLV*8GC
zLxK8BeM^h)aL0wcXn>lSm?*GY-0LFT4U_ueaLs3(kp1j2Ft%xI@khS`bPyPWh^K30
z64zJHySJM8X%HGu_4H9#^2~IvSdk?D@>v5&%mh0I_N+tLu;6pstl`ual~fzN>(Sz`
zXbrW~*o9qR^;q|q{4Cqv-mbBvu!=gKFVK@9ucCx&7#FzFu&#IRZrD@cm^SS1+G0Fg
zD*_m=oAM<?^2P7Yyg@lr7`EHK<2$^+we`>@d`riJn-nPs9Cvpaf90S`xvtCZjg=BV
zYolRdkzC{(S+pnDGVWS4s=hi{_U)pTrh3cK(|Ry>4JiU@<ey{i+B6Y&%G7I{)GFtq
z25GdXF2Gj#x#`Ahv;%xKHKUr-qRP5HM45pzNm%dY-Pv&4x{WzkN#dklw(p9jbPkUk
zk!U!+sC?ims_c+a{$f_!u&!hTA?8}|CsgD#6&5Rsg`97<HAn6DFXm!*2L_b<Zuw`j
z|0i4rcR})_BbG~1T`h5!GJqtv0e@Qtv4eZ_T((L5keWa8VNCq`stI--!v%?c2_Tp9
z+j?idl?u8mPX&izV7Q26sKaa(d++*v&infA5Q1)E_SN?9@}=%N&Z(xOH`fpr*u@NW
zAs2XRH-iTVgI#iYfv0V-ld~6Ii~F0Q4TA898n<%uVy}q&qj~Oc-fni%q;}@-E#)Mx
zKKhiDo^4q{)-t55W`4K^JupKIcqE0S9-+Z#&x#A1z5$<KY-P8BK65jmxS_S%AdJ38
zI8Jh6-*h-^<GFT9{X&l~P&7A%JOblz!Dcpe*aW%Ve@I)iVSnSt@_Rcgm-R;H-w(sg
zLBVAN%%hbf)?M)TKEB1U021hM+TA;?;oG1$hMJ2@+Rynxr9Dy%ruEVT$X`0oWNYjA
zQ^gMVxth@8Dt$T;RN{J5CSBO@T(@QmQg5(}Nd{+o{z@_ENf{UZK^#^3KsJ-C5fIeq
zmQSLj`}4w)ivKb<n>B4;*x~R5uUd*=Kp{I;0)z5{WB)v6o2NRF%ZT5B7|3G1TeGk#
zc0Zrz#rKx%3`~LHGW9rh**A=G_JUzu$~gGYUt=54k979tVW3Zn2l6V>k;;~tdEl1|
z4(!3+RMH^(_;0YS3(;;Z@+XJ`Ao6__-XbAYF4f1|SjvzP2m8Ongl6orMijTH<fnN%
z3~xHd4o*+y?SG89h;X`mOe;qxBE0PZKo<Lk`J^7W9xpQUQRgV?dInk99*CSina_V0
zIKR9k3Ex|vksO%QkT4h3kla=Om6)c~5&r=<@DNaFWF&TtQ`zPdWumzneK!+)AIva4
z7jVB}_B6?avibF^G*hj@#M>ACNvF}Y1k!kHby>pT50A?&<bCgcba|J*>1(U1Gvex2
zS`~_U;Cg=S%je&HISalO_csHdaqgtrfR{hXj^RJMh`&fl4XsPiU`)@g?z=&^N_do5
zXRO<G7SmkxNr18{SVI$3u4ZO*Qyf2A@4v<)y|CkQ;oJpj<g3s?u?^INgSTHwYRc60
zNC+&d8-^hW@5OtVxWIdV#GJ7Hxfv9ky;3V*W%SXivwU?58GT^oBHH$Xp1zk<u`{hW
z2$)vLDlO*bB5e<2iv-a&UztO+O5+MiY{*SfF9J66WyU+*T*6D^F;pyXk9PZS+n^Cf
zxcK<2lb5w7>m!a>mTYN0O{)Bl-S;0$g;{4NFtS~Gy~c?{!htd2!~!IRM5%L^YLb?V
z?0v1#;VJ6nVWu9K`$V;Om+xTSl}h(U24Ru-kYcnc$b&)mTLaRy@w%3pwNB-&KIr4F
zNkksC<pT{=Yf!O4&%jiYRd6}Lg@fAG-|?K2@sxI2>C~g0w24V^GE+)QJt|OeEl3gJ
zm&DHP*U_3R)MBJ;3^UHJQ;@Y<k4h&}oKvGwCAKUAf~Hr8(z61xL*s8b?bsnES&EJ&
zZ6KCE;LwL)uSW1Y+vST?*&tIi0ND^l1?6+j`D|zMu1fdN92T&Sb`S9e-E6=pVYO(a
z3&VG0>CXZ$1UHajRWAmE`xMmQ_jpEAKy3PK8HrQ)!$MyOl$_k{*#V0a1!ix`PY?0A
znSZ%lbRpPcN83>T;*R%5PghqPm4U=JWRSzFJC&56OB&sbr$2}*vT2fx)qA>oWy-Lv
z?5?%jZTk}dP@;K`gN0qx`CSDS_eXm6StLnsp*ckM`R2e6h)cSfG};w)+I?i&Ucb9~
zF*`cM%ROt)-aZuxxx}jw5YQRyO>aEvy*zbAU%7m8i`=+ff7;J5p>Xh?h9qhY^1yuE
zHt2#l#Sx`HUhw|r#v8rNoEtPehoWHsLl8m^Y1u9B#uUiTdUxq40E|D<Me2jajfVl}
zDyQIV7b1%$FE6jni7=GoKTj5Kzfwh-(eyFpEv|kapGn^*!imGj7oXWN6aMMiPtTMA
z0K9qj$E}L>MNRGRmxc#hsl$Ovs72p4X3&|w0`lO+P^z0CMP=nE+R(19t`X<uK;wE^
z)1@@MUX+^?qCDFV?V8)gmUlg<Hv1!IG&2w9^~%-8ExJo(xzWO$U(-215Dki+N9~CR
zpu0M`eVB=8rpOfjGmKcOj=T6swN1w!dz&DZvEjF}h&Nsf?4uAjgSA}vx9xTEmz34w
z$Io=-`zpsaRQtStKjF54utB`OKdcawn4c}iaSIx%i=m0cnS?->R+spOp6KtcFX3x4
zkGMFm;~a(8!xJdIk~13AbG3bDT-}ardZx@faXfGoyDOj_$#VTXfIFgYb99Sln3|M3
zqxI>Jvr)JrHOU0C2Bn;}bw_=!2tswYeo_j1l=XA$Wn)wfpO+@CZXNs}H4WWcqq_`s
z`%Rbo`_17J{)t+b%U|9=)-Nw1GdkLyvACUsfV@4`o8pZ}1LKS_g%nEGR29@F3+nq(
z;<5|unX+>tLWBGaf+e;_$w-WF|I>#w+N5@6*otG_68}}M&#3r)7!9Z%7pkvR*L#7&
z^j(oyvpWHTJ@(_n2uwUJC5;#ZDgUk)#vR~N$qmwWiEdF|Q)DmB0Y%;g0XD}_s2_z2
zxtqgdMlScKX%(XG7)}>SU+42_A^PU^o%KF}+~HHiO%!U)B$E3yw-0Y$zJI-wM&;xN
zAUWA{aPMp1y9ab11=_pt8#f2-C!S%XvexayQ$5R~_V7@-L7!Yfl7f48hKj`dL_9Aa
z5$XyiAzN{Jo_lLvVE=)d_j|LeD@H50_^gHuQ;^%s?c6go2z~WH{(K~jFJ=RVqLCu(
z?qsFQ2(@PrBAFoG&Qe#;0U?s8YoC&%CM}-1)Jg@{p~NCd5tEpoox#fAnX&V{I3Trs
ze~yu`75_cy`T4n9KP(aeq2q7Y$>dwV5BP~lk}n<`g=Z=62mkwZ71xy;Y()0W=9Zqp
zaQj^=c){7na^(9_b()0u%{t0i55rXS?PKed&*y8eBg79C0_{Lhq%@>qm_1X~Dlq=8
z3B0`!=zH+>Tmac9^H5AR@fytn83OISxby&~r|ZS9@&IPH-c|wAM2wwwQ8xq#*pPbz
z|BlF-cQ8J-;cNseRWvtOTkz{Li3gFL`T6eWuQ+=!_2HkxG~km{wF60h(Y?#iL?iT#
zz<nAPHa4EzK9MjdGMZdlQ?m2x_BpPNMfj#$jMQV_KJyjUHgsY==+ZURE0QMNa#iEY
z+`*}8uT-y@>A}SS$zF};I^z)4$Y@t;ccVXiCs*F8WQl6<*8OV9oKAuYRZ^Sl<#oA6
zE-owo7iRCE)5nhOG$ID$x6pw7R57#keWVSSvpkKApJUd({7{zPGg2EI!&|)T8qaNo
zA-k7G!4#k13+jgTr^W2S^1gOEzQLKM;$keg`nrJpoJmEknr=iGyExniu{bz$?WWf^
zt||Q3fe{iBw{J82xO|s@287C!GG7k*Lb6~F`i3848$a@Bk9+p#yK~C-3b$+2Ka%Bt
ziie7}r%s}pz2qNf3eG6?Qu|nLLQkEdsYajLV0@gCd~$=s6Zq89-r{)R<)<G?vdcpg
z6bz3r<N7c8x?f;Hw*j3WqUh4{(;4(jIP$e54G300h0vs<KzDUzdR;jW&$?dd%n@(p
zjsN-pI_YBI+v4@*3b8{*pKv4|S&E7~$V{tSe9eb2dV-&~y<{j=g;rmHN?)n#8Z)uZ
zIZ@U>QrB(fpPbX3287d`b?)A-qmqc7bzk42jchrE_%OIvN5i1KuEGT80eh)0`Wy1y
zX%Lg#h2e}2g~>l{ina`U#5|^o=e1f45kUx&%hv<#2)2Nze6iLwjw?;KcGTm!zlo{7
z>M-8$#LDg=9I1;it$c~(t}&oT9K4y4NACR1_E}vYeKWZ)Th0&${;A`pT{#_ufKGIN
z`q>+|PI<o(b^F|IWwm2f|LYgJp&BBtm%lz=6yblH?+o#WLwVFx-e~TsB@4XlnDg71
zQ6+x0T9-2Lkp8(wzWXiiY4?l*DNV`16L#F-<e2ul`DvB#R`(LWuF$cnG%=5b`e)ae
z43SlO@KbzjFS_ka9&tc&R29nUMtWmF>QAIG4h6;$lKt-XW~)|%;iw5)PQ&4L5DSek
z<beNA?T{tPg@)ELIVaEv-B+KMnms$%_V?<(E9)6I4dpH$m_!vo!u@i3?)kY&A@*On
zLLD9s(nEMVyeIiZ3;s0A{qL<)O_Xr4<;$D@C@ydy`@ial%%sQv)FbsjCx>_<NneZ-
z{uNck>U(<W;Vn#PfGd9#rGI}ud>px`2R<X!fR|uesBa##XA^8#|5I0nYH9}cn;?dt
z=gS+o{(W_Q(|?B^n2`OCX2*n3R}KgqIpQ$-r_%{7XV+tF7v1h|v>oW8@_g`7kMSP`
zha%ySQCAA;_ia(Hd%Y3qpOUNcgT<rS#l@KCAOtU+f4KZj$fpG0E`|=qNnJc}W)kj~
zw09+hGOAK?=o;@7mJm=(%2Vk7(FoDuu={_;6#73GX#MxXMUG}(nVPz^v+2bB_T~JS
z)9MJF()i&{?k1NodeY8jBR~xBm1RQkn=l&zsi>p%B{lU1^7t(DIsP?jpUr2)l(4hs
zkg@r@0WDmJu=Rk4&0D6aNJ-^2B9TXY)d0oPAnd=k@R3*q{6lKJ#6nz8K=#otgdBL=
zWs#TC*igj7{&aG$w*16mKyFRKwbZacKUMQ1wSVpM>rJ8v+i<{Oz0gO-sf^jh&_2F~
z#t&J!@2k;y`1~BDM)EJbi;T0{zWobt9c8AO-ySlx&&voZTCgx`9KqVLn{aar7VIoF
z*m4*q!EiMN377IaD$4C~mVh4K5H!91PwS=i_Q4K&sZCOLK@bct9O&0S&qer*)^H$t
zhjjI;t|=Pps0jK~7Abt`Tn_m+G5>b|U(w^~#lj9V{atd#2(%EI?fX~nmncNFOoI?3
z(S5ci(qin$_@gFr_Y;s7<_R{gTJe=^3Q#iD3<*`5_@d>4^HVIGU#HFZV#Sei0|qwc
zsCZGN_ZnWYi4(DWpONcoUS|>IZ`c0~j97mS@a-Iwn-)yzqK}u@uLYWn<vP!_$nh^Y
zeUNhqrQrwa9N-fxe%@V((@(_39tD5opHX=ImnuG-mQA3ckjlC=uBlNxM<jMeS{(oJ
zilv(T@^2nPI~^_4n;_k96l!vG-|NP9O`Lt<2m<u*rA6F;FZ`-H&8m^Lmi|0c)|E$#
z&k@67)Zu<pYnqV{1$07k_tqAxdy$)eQ&qIWz1kpVV&Bh$t$SDwsVSAh@3vD((l#H2
z!ngJc1Ot*7(2}ZRhsVm@%`)tCc$z7PD9VH4a8@ogUF^t+&2#W%ClP{8DdW$O?=1-U
zmujdI(q`~I*D4(ChklglntQliD^y?@Nqzw8Z_rL0^~Q|3Jm5dD2}Egg$-H7)%1yyT
zoy!~2Badq?Lkg3#J3X?sP>bR6Ff7#aqyLdFv8&FBdiz&S@%_eeBN!Imus?;;IDoB9
zJm1J1xgB$kD4=~HeTP&moNehTRJ8R`L}gqBSUJj!?C|VGgm0mHE|cNbNA^cCTR!Yz
z@W_38Tz;7ITv5aQguRLTrl{r_f4s!s?AKwa@1^)ap9f$!d}(+89nYlBW_2*;)V$4z
zsu4o-$6u!`+6nJ=wsss=M#UAZVBU@8OH?91<HE!!&O6jpW?y@dbZ~cEsysRjL%dgs
z-+5JDSy_$(Puf3!vK5)2$ZX=Sw2|}gPl7{3=5OJR5CzQv@M#xnuw)aCPAGC3ozp;=
zGC@#A6dk3wZv2enNK9&ECG>MeLXL#6@&@b4JXSh^DXV@1;}l0m#e%(`DuMq_6wmCC
zTgO?kF*1<*hply~NC8#vZD(F)!dmj!r@>)3!q(&G^Nd;H=A~tY_|@yi=X*BHwo6;I
zkagt?qGSn$I6zE*t!n%CPq>W#q^(qZHW33`?7Tk%aPp0l0>%h=lyC5p3HYLd1Lx^Q
zj>Ig3j+OKK$VNY*L1OQ*j-!)5mln{@G@IzTC4?}n%95B*O_`03v)JRg0}n#d#y^W$
zI_BM5K+2}tgGSyUwtxDG%%G>Fj=3Y94He_h51@!JSdberAT7kl2tG(iRm(-(bGpJH
zCU{CuFfijPi#Cvf%c{+&@5lxb7BJprAK1z1Hf5xsbXkUF<jAzYjO#jWC(jnH@nN@-
zr<W?koR#yE3qkK%W(Qg4LMKTI;kmXsDzj0J%F9As(Qot#8F<L|mEx^J1bdZXn5LJ+
z7AI<Eql>PlF~G!LH;;s%F2#R<uNnIdu-*||zv(}`3D=91Fi8&~**7Vn;}pLgXLEgU
zi5^-(xbJI?Hsma}#;`-ytMwAwNY4AtUWZ4pL597#D;$+Bqx*^vcX;eMz+S;47jc&*
zWEjmNV-HU=)%Q_%;@v2-bmFB7Yh6;ZpZe$Y>p9VDlah-I-=Pq7J;$p57x*gUTnPuh
zP8kuLw{WNZY~G4%qj1+YcFIjrKEAifh%;fVS$dJDHpTyiE`B>fq`aFJ)5_a@Zj2R=
zI-ykb>_@+DI5YLdk1)ssT`H~7Yo)KI--o2};YZt(35IS!e#?T~DlLhNg;aCg{L+g%
zktrA6V%uA1XVlYGZX9z{bax6&*^RaMP`*-teH}K|pkZ3crvIWueCeZw5jI3=e}j6l
z&2`LQQd0T6iN}>+7|@FzoV2Gu6{D99{Cb;WPceQTXNb{NX`fR3dKrlkZW)yiBFz1o
z9Uf3KSTipN^U_95JAc+R1=M%jySfhgr;DC13%e%S)3nBCHB)+t{KV<$#o6UhTbf&q
zDc+`JGlWD(&YMO--9jdp$yS5chjF{OoW0tM8z&-M)w0&|7c61cVDBZ?)O0hFFdD8c
zE?u1X=VE-<gW+911QLr61!;RsCGRN2K<V%KZu;?DWG?agxQPq%8u11l3+gBo_Isrh
zTSC^yafcZhX@BXV31$AavAL})uc995=wNX?#!EM#^E}ZlL9P#vD`rwV`apVxd;q8F
zOw7>S3R5zlp$?BIHt}v?p=YX+9+-#b*45sK-{e)M5oZ)$DS66L(m!?=XxE>Vd?5V1
zLM9sHzB3VOe?Cf1ZN2m<2=js0sC1X1VKNz7zY6ldm}-CbZQ{WuXU&(Ap>EwNrFge#
zuL-dY6)VhThZ6RtC8WyTq=@`9=>aG+7rXU%$?~0SKQH6PU8I<a3PRn18e=)MS!XrF
z(iaJ~<zU9JRwKCPTTUwv_$)Ja=%rugO>vilc~el>h<fLndeAOvQaC#DIGZoZ=>c2!
zmy%`tC$Pi@>A1pX4?6Z`VYa*P03Z%}O&~-?5yBHOT9CMYilC_ak&vx7T?OI1Td(EU
zxY-AV8^4Z3Jxw>ALlcRYkZb{DsbPwsrjNg#59;~M4)vjE!(gDruOw%@b&H}pG6S1G
z3*j+ugo1;~e*Jqw&j?-?{FR`3O0F`MiOHp#++En;1=3*{Dg2Ch9zJGo*XrNA+*+Ek
zr>DigB{fYtGjjErZ^o>zXNz}%U5C1{LrRMpaLs+UPbgx~xX^|`#|KrdGByo-%uE%=
zsZkhl!@(R`LVFFZ$ckG&7@3+@scrB+m`oCHN)&H1N+++qG3ly?Zl7y>`RbY+M<L?X
z>T9uWEv4~<-Y+EHjekFP0A#uwH!lYpdH>S;mX4(_e+Y*MSdIF0x#YvO!l5eV;v}Ou
zL7^IwO`L;-vsLa7WkmWF-ZaGjgq2ps<q|xpst%GFgCpM!A*KLvzN>PEb@^1d<*Y2q
zW5jPPxM{Rgx49U9Yxm7_vt5a;FcvuuP(o!#GdMtB?X>4e8hnK8+Q2)$1H@YE9P8E7
z+(LP61YDHK;fK#0r@_!$x?KNajN7@VyV}f8?vM(vss!6QpKvG}+0|`d7u@Uw1>8fa
z1AGfHv9e@PZ^(38zZa)%-LJH5>FV0bqjZ>kO53UgWnFbphs3<eT>U)OQ|OUCG&>%%
zUw|5(ZN!%KVOUn3*q5(6aOdC1Qpz@V7&hqzdW3^^${XeiefxF5^IJqY=_O}4odq|D
z3|NS#R*pTCRrmeq*TW`*GZW6YuY=>hgFg^XsS)fxbI8QAKdU32Lo5Z&rF~A70yIm=
zrk4_q5d^pnM7z$PN6-w3PfRK}Du*g#$#cdI<W#?bxbYQ?lH#NS^as+QyWmQ)eM1y;
zabr0JDcu^Jub|?b7Kc9#Va`(cX5!5p2~XGuY~$y@J0KebY12cEue?ciSu55ee`*Hc
z(FAILdjdM0Nt&Ww?)c~<dyTy^>^%&fJt#M&2{Ws{B{Iu0UAPz14sYx04nNK^ZGZ3`
z+=$b8G?hf9_zvDLK5Vmcips??)wpfTA9!vhcZcc=V-~iSV%df#Mj;O)ejo0(?+uqq
z70Og(`SyvK7dc{bkdwvDs6Nt-J*<q1#@p!1JbO?Lv#6m1%PdPmnk`U&B3CL|wd8y5
zgO<ssFrTU{w`MgIGd-fm_CMyn)U0PCv)DcJ1N3EqOTrF~ZEX}I9KTwc?Fvq2Wri*{
zfNLnsB=Y{4MWv<b?=kr(#i7OeG_dnf&jK9lYjzEXqlT^lcC$atc8gcE#ld#N6+ap@
zD+SFfg{mTQAATBoBO?8}Ky%mLOam+&T5Ckq7LrAdNKTV6yFFWk*GD9_HlPwsSqPlr
z6NcG&$4SJIX#M#N+I!`CZ3a3@=a8-d;fvew;polH>PP2%`74}j5PKLQXm@RyArP4U
zdHWl8JNn9X!)+&SCJAq%-bc{hYg+)oPkO*qm_*m!J9WNj<y-9yCWxeVu2m};*;5c3
z)LG?pD68ayQ$^8JU@_C0tP&?ZN}gs$?C%~0zG#7*@9ZycgpDWB?~vHgw<(kNjF#Vf
zH@EQ@bS*x<4aDp7!~6Z{MNoT2e}Vob(L__cd##kIxuvb%)=RV#n@T^kBs5GttaXo^
zKi)ia_CmZ8ccxs6`kPxJrjx=#NS)g{An%v9!3Hp>=>xyyr_gh5;CmhmVwXXW@WLwc
z%exBGo0&NyU}3yU&Wvzeb<qdA-(3S68jPsgBwS`!iz&rZhBp~E<|`HN4OWqz2&;XL
z-+vyR=yapbJT}#C!x|V_A)!A0THCu#snOpmPGy7J8Lz0FPE=UYj7FZBB(b>FwN-uo
zRg|CH-5ug~RwZ{L@R`1eNulg3rMiR&%i~iYWcB5dV!F>C-^4~pove>KKwhBy_A*#*
z!L^O<DBNK8h+@<fVE?cm95G1W#5%>LO-Vi>0u5|^nHrjdps~8K35y=h`fge0?636Q
z^JGn7GhV`L-l6Lzw{Tc%x^3&nlY#%jT65aB5ZLO~jel=Pag#-0X!f{g-u-sPmw(e!
zBdo>bLI=Vgumn#EdVG3ifjCmFWbmvXc11Powuea_(1Iog<Kgt&?2yVCh{yk{8t|sU
zCM08LwM$%{66=pq4Al(LW@Z>UWK~i^7epf!jLaO4zC^|otsAPAH9MQkQ3^J<!(~=u
zz(a|+wD}D1+&bqM{#dev5Gg}Ql)mY&svHOg&CW$La}jTs{Pv-@jRUR>@1)pM@^=yE
z5(hgt56xLy18$NC6+?BBDA+03(Mhzzd77)aAI;@Zp8r_3(m-+qU`J6Zvx+58>fa2O
zn&+>veNF)F(WwbfZou@&Y&(MkSB2*vT<1S(C1AV~**Y!+daQ+Lvu^t<*w+OIOQt2Z
zX$6&G@U|sIxplIDyF2$C<L<9L{?i2u>ctFGN^4$=dPR-g6n`IXA>xh)?%lG*pYd8r
zKFbcs`EmMvpN0gOqLF7s+%l-D%~v?LblcQHOhfnRy#q<Kj5b6(y5f;rojOD1x!qIT
z@yq8l=*umRIeSBTA(wwogalWS3x%XKw)wFP2Pzq89<a@%TN281?O4U51DUJnt}evd
z8Q3SOXKJ`C7~Up(iHWVJlVns7o+&7KajKt5Me~|EH*6~?f^7e^a%j|8*eQ7Jxl=v@
zNF+s);#9VAzbFa8{0ww0^q9SgEewAL-tgIFjN9s<A%6%C`_*LQ?PE==y-hss$4{No
zN;4L+C%b%(s%*=2QBq=3A@OZ%2xZxE#O}|uA&1Qra;byWj=vbBEGxbz-b%@(iA6I9
zA;GVzpi@<xkO3=@0-pRSKqwtmN<VeA;a5qcCi)GP4TXfbN%72s4Fg@{d6}-Z<x}5M
z252ual~r%;Wzm+}@I-K0fzZnZqWW4?FboFpoNqmb@FsSrmuS^iEm(WCR6PyShB_td
z6|2AUa%0v-z&0OTruBJ=@Vs;e3~xhUk%kXcZ}A(RcZrT(IA*???$vMiz|!Sv^GeZY
z2`%w)D4?UcTTrj;BV+VU{Ta8-ENq`+QlQ!Ko<P%?znn!PBcQRsB#iSf<tn|Nh1$iN
z3WT?>MLDSsxc|4-&MK&_HC)4`Sb*R~gHyvB+}#S4A{z<rQXojNjcy3;ZGqwrZIR$E
z4Z%W-7lH+sQV5h54TW;jy)VwpxjyUiUo-!#b^Cqq`#f##H}pO?Ng4pMpE1tf*RA@-
z*0??RVw~S!y0RmmA8G695qENiRRooFZEx;vQA(7k&}|(Z&A?>XQDLR}R#B85*<7m5
zt`Jeuh7*SN@_8hWxWSwoqkc45fi|Ce)<ggNi}1|fK$(XgUoM_m`<$25hgUF+PdU3B
z<_W_Gr!r1iou0xS_Hn<p>D~aT@5d&p8rUwzNX2GKkd!p;z6v)bbSy-47i-)z(CK@i
zsB5-?&^^$4reytM*GG}cFTSzIz=akDGrBYNO8lJJ(MYD>#v-&cpW5bG!oaGtZ*ZWY
z;BVc$qGwdYIjgVL3NJ(dCT;2QbHcGyn{KsTnqP;wvnlGQI3UO9Ek#aJsa+YGl%JCd
zC-N;HXRGaFl}7}>WwXVth<rIX;!6|@ok_Y@v*o&RXkPF_5rrt{i0gQsq?+fl5!8b@
zgE~iTt0%`^NcDCg1R^A$OHB;RZI~oWsTILz?VAU~9dc-9{(;35i&Ma4KE<pd1-`R0
zetCti>$u7O0e`bI*~tSKR<S2q39GdVSAe>X++H0@Io6Gro$b3Ac#n^vKb_SlP|%MX
z`OUn)XY~9Huc~pS;UMFeymj|3ChTfAu@IsOB-#9{kHdp82BFKZ6j0cT!cUH<(!QNW
z27tSZ0=@Fx0(+~c$|n{m_BKT0zH}*oUoKGth9%3tL?nqIiKZ*GAV;$f@!jSgUFQd-
z|3X}omz_50x+=PcO&Ek9?uw_mz!)A*`V~KsXRp_MU(+I{rgU2MRCGDLzcWoXjJFwZ
zE9jwW7{qys+{gA<-P6m7UEipX?)g+m<i!JkYl`_tPC9E8Q2UB0@)Fv~2E>8m>YqfU
zPg4524=3%0xU+b4+}Hh#rR^*G2%`MEr+bGUE0>%8NguYJiM=1Bm9U*D2wX`w9LO{g
zi>6SWUyVMXzyHoh(c)ElPG(hNv_EV0gx%V^&>uUCbeXLeIq0{YPv<-T7Bkg^q!6vQ
zFs`GD6a>Bf3}>fOIYt5B?}HfYq*5Q<B}3$fzFtfx7&s1ZSIjL?sfu~?j&)i9I#?Iv
z*(RE>bGPr>pXr=K7S?nHoql!8ikMK<Ba5ZsKmuFSnU_?R3BzME3l30!Nd{%1n^esa
zE5u}Gh{xHj?Ie||{Z*<n7QX(-wu(DoteUsjL<L3iFoKNVgYo;l2Ps1i9{G)xt1!vY
zrjmNp$Zl~FYiLLxNpVt5-m6rXEjR||TbNlu1~pzVsF0DR`o)(=yH}l|`hs~%(s_C#
zDO9xr{^LmV`b?DoI?gxDKFrsyvY*FBYMR@(HXZ#a`LmCf3qeGVb=-x(^3;T`1S$F_
zB{gzjGmpN3t^c)Uf{JlG57?dlGhv0|Qk3HPb@Hgk8<o>p+d-UK=<(>g5uY}zrq|$t
z%-;!?O{}BxEvbncfE}n!*}z!~T?b7vVX(xLges)Sk5TyZV?KKA(8_OL*g%4GH{sDr
zhG=_5Rw$Dq4y(&H30DV+z}TDskk?KM{-}(ooo8e}zkEdWt#mh>e7T7(5!1}}O}9zH
zwXw{8Wj^w0@9+I=2t7Okb<eX{jL+h~<;a<D(V}O~f2~d*t(sva*_UA1%KG#KQ<|}l
zB=8bT5^iw)zICHLS#it|hyd+d-hy-<e3vJSaU6?u><>5@ES6r<blYthoD0eg&?Bzk
z3Ou-2=dluqxAsPaNJAPKIO`5*Z`u|pm_s3Og8_Xmoyh0S&|xy>otAoKql93GtLleX
z8Y9Pz*qqk#{5|T*>IaRb1IO!{l%FgHEz}ev32dxhcBUIsi!N87is2`X{+Uw8_yNJI
zCarI~Ne>+S*iNT(L^_O08}?RT4$@_1nRY)ArEV+Al-x*&JbA-Nbyn&N<gQ{7&m(sN
zu$iTNF3lV}nG>ojcX%Uo@q@YB!w>k$Tmv_WCc(beBtyPR^a4u=!+-12@GFp?3B?b_
z2uXMF^67P<NGPe2KCq~h+xk|dDEOw7k`!dCnqe`yLPH%}KZ+`x15>$O;zs#!^jOE}
zauopudfxY%Cgm*{S8k&^$Qw_D9UJm%b&Oxn*Jq=wld5G5S;U2mi~uI}7@ZBMFf6K1
zUp&i3*`>AOJ=;zjnGS55%f{_qq<+TohnmPwIjd^amrKWY_d`-&sFG2C_R)S3dAT&j
zMGZ(}E%e@htgfwEt0guZ#C19V>$wM|zgMkx=JuLZhk(K~?_A;V*l<t+=Ky$nGxEyT
z9*4EIT#yPQ)}l@N=K!jOx>}~~d3;a!4{3IS^gR>OER32~3Foa2;G8^{jIIAio~BRW
zNS({J=wAB7%aPic(qOj6kHI8{2j3k>G9I27FnV$lxO~Ln_NUArx9yA%m;uF|^Rg*&
z;s=>|iG~d(RfB~ove<ACZd#gT#N2<F*{a$&%QdPNQ!)YI7n1uTXE7pQ_-quZ+)&dN
zM3*261x8^?wfm7WnSJKHK7fe5Se<V%+Dc5G=7;h3bBFH@VG4R|v@l(>Ab6TiM+m4S
z&B?v(<7T<@g7?lkevw}5TuV;gpE@1xb0~>W!mv|gx{2B~br@8&Bm%K};;Cr)$-Ikp
z;WPVR*(!xJNp-pfG&R_-_Vo)gvi81Z)JNurNr)bs8g7t<zo9t;Ejh;?BA={c>`J~S
z!u&3;;+2<j&nIfy>lQ0a<4o$#vtkZ@QZ04q(T0fucHKCClw|J;%zTr(uHL}Du$e$~
z<<7M;{L&?u$TXByW1CBMNiL&~Q#7{pNo<i_Kz?zt6q>SueE3O>T_9$poF_vN=<C=b
zwT=rs*bpEo%<3qTQ<i>Av$1=J)4JFPE`U++dHcu`eyCR2Pz99wpb$HqUNixlYHbd4
z%u+5X2QFX3@Ki3A7FpNh=Y{*?hwrg0Y;74bAC5g6$Uj4LWnJ9vtft9}ENpMab%zl)
z@S&ci2uLm@W8<JsX`ntHl8XnJDD720&gy~K>l;*a6{z+}r2CV$*d!BeFBNu0?*@Z6
zVzIvFk<WR_Q@GiCkTje_b?0a#P>)INiN8c?R|{ZB;&2Z;t?Y_ED4*`)5|1u?10xJ&
za-`jOG%_{C#c4q48t7fP5=JX60)Ufn+*MmbMJu9}t!NO?A{e;}fnQ(>^i&R2LY`u`
z`H3)Zm#Q($nAlz=fz(64L299trB$dmdUt(A%aCv0{zDBFd$h=Fs&SJ5H>vM6neh(4
zH@Sk}W4JkI9TB;OASERciCv9{JTgnV_`lpFJYcg`zdwS|-64x@)|VFf5}+~6^FY{q
zpKiVs9^8{bW=3_BL0X3FF<1BsEMB+k0G>AWaNesmMV?(XUNkkoWum<c(_fvr61^l2
zRa;vb(t)DykV9fjJ|pe@q7FPX+@A>qDKUU46u|47@i}%<r*3kkK|ZkOr=qo%tUPfN
zDpE<4JEcPws}0UY(;LV3&J9Q@0F;DM{Mst^IyJ7|c<b1X3_2tgY^NAXQebXP%f=3~
zqh{J8{k0&Xj||_KOj)v>_{5Vs*I@8gO9{9_iIORf6%AZ*jPvOnZt!*rpDk&8d?(7+
zG!JYo^EepiIz`UF%VaD?1}+?S8Ux@YJv}sSR|B`PSLWK(T4>HrD}=not@Jd`+WYsT
zP2=3)%v~YcKC0tyHtx`z3I@Z=`pUA5J(S2uWOyaL<yZO={nWwR6}iBQo4Bo!<C3{2
zhZC3IBI{N1{&w11wdle5e=teT;cHU#V0mkbug%TeuN&V}L8rY8{=~z7_%juJnQo~T
zbLoVhUdPsa{V}HD9!Lc32$(Kze2~MWK=Rj4&p)?y?Hq(o+TfpX(k_zqo#2mP%j?uE
z;>$G1<fny$i}LqR<2&w%$-ROQU2nX<EPQ-$q2AJ(4=(BN@8Q38uYH|lk`QS_7w6_d
zJz>B^W%C{!PHg9)EzZGscQRFT%@7708+g&o?K#Ile96H%iiCS_ickZa&XO0eU|Z_w
zpn-rBTSR-=;Pp{m2uO*)1#f+>qC(vM>f-DP=D29tsB33+iPF&Hc~N(n$a~^;GW>X3
zQnTcv5ejL#UX@8>e32@V_w!;sc$)b}nyOU0H@tJSOy(|>785|%Du0Ohc;k9n*z82p
z$`b3N193yQx-s&t3P%500G4sT<ed3DuJO^!R(4NVNiw;hRl~OHuTs!FxkA>Z-x_hV
zcUD?+gyn-zRy>-Syj6h9UBe$9FE->v)M=cv^)jWP6yAeEzUVsp6=&N`J2Wb2O$e$0
z)jnot&zMKq3C$=e;`i%D2_HmV=42q^a_!|!s>uXTH}GB0fSvFZ!GAfpN4Jbkt1<~)
z`+=vB7EO|~S`%qaje>wSDu@x^_tq!mkzI2jQ0;sxubZ@G6z8=q$Aqazi9|XxYU5D}
zTMaXIBp>q3$iit8`t;R|)Wnu{K>GIH_<Av3*)#I$@DB(Vvtfk!g^|HddTZvRc?cKU
zt`ytK!2`0VcHYz6_)>Es&^|db$#!xrP90P<HoW>!zQ{86<)Q4kCuBP{sxbZp1>8Nj
z4N_sR9^Z1q*JQd|*gksA=a1nW9TC$rx~L<UUy_ox=EkPW{Y1;bJSk!o{U<n+|D>@m
z{HJoPzr&Zvug{E_T6WR#QHp=fH#%kprFwz42M#YK%kxZOQy`!l-WlH?W*C#2xW$jj
zk`_eTJswgCjC?puP(vS$ulLHijE+L?BgeoOb%y*En%mfDx&H4fytvFpCSUbwKAG8<
zw>4mv>fuE-SA$t}JVEo<C^@H~ApZe7jDJG<@ipC7P#pWA%(byB&XsEOwDQ$*x^h1&
z1}k5C1D(1kEiVPSQb)evMl$oeN;e$>P21=v>U&uskIpBXXkTJ)<bLx}xtNtdb@Uy_
zM(h<hGg5N3{Z52omn=)gb_Fc!ySbT2)4w)_@(Y2|cg3VL=kC}zF@sP2%SAmlr(+aw
zdY;bd7*pxzZQ=1*cPrlQF)J$gut7`;%ZuAp2>m^k99cLMJ~##?o97k|=vkR`glytM
z)dr8iym-#;toZse>AQEvPB^ss^>>RSm-_z2kA)**o1}!A_E1{T?}(kOfw?W;>&c{h
zIUxX+o~CcLVGPgBoB$`;c>V3>I%??~>~Zr?Nvrc9o_D#*f$$!K!YTL2yJJEQmUOpq
z`FEW#v0lt-?D_=}RJT}`kw6eACbITN3?{bl%?AmEge5Wj2q(J#VT}m5djm@1DDfn5
zbYmNf`Z=ouLt%JaPJ(z6JJTSoT6%K5g_n!VmD1)zd1}MtYeOtQe_U}^DKAliFTGV_
z8siQsb$UeO0Qr=sfxRiVY|DxAUq&do!@lc}TI87#J@l+iY*^GTXIIa8;FmrBkaqZI
zY4Zln@4(ZKBTV*eERhl8>gGXAR1yBPO5C)8bILqpzs(u!2PG&VgD&Kxq=G<G?xD95
zQgRZ(2Q$ol9B)--!Whtke(~w)at_G5rIH~rfo2<LYk%2&l`fvn|AXaa8_3x2Wt}Ex
z3F)G?4|>aNA7~-uu=QkF(BT}9FwWllb%(KWd97YxDEHj>eN$`EvEKkpUfDX5Q-?pq
zw<##?JtR6OHA4fN7bEB(HZ(=^)1&)`seZS$I&)A%-$lQ3N4S?D+>%*b5Gnhj@#Onf
zasy<<j$xv$FP^>CJ71j{+`HY{C$xPLU-uTjQ(#xv6tkN8*N5ytmqF9LM8mUqQBqn)
zuB9jg8;LMUnin}(7XK5TQL*ByTE!cN%@T6=^Li{;<id#Yr@ob3$;^M=(hLGs{$m3J
z9OCe)m_JAO5R=}2a_B$F75V=c6Y>9Ejc-f--$)DqaZ75?3O84%7HqzQf1YaStHV|8
GqW=fQuaEx#

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/annotation_03.png b/content/sesion12/img/annotation_03.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe086b0e1edb51a53cc8396d30955e18b30db6f1
GIT binary patch
literal 47070
zcmcG#Wmp_d+pZhjWzgX67F<Jc353Al?moB#5AN<BJi%vhcXxLP?wa71HF=)*`_@`}
z?fq--{bOdT`<SD;y1J|CzRvrq2xTQ%3{+y&H*elx$jeCq-@JjXftF8@5ux8HmTsxg
z9~c*)ti+qD3DP6z0lcO7C-FCLAaQ8V#t6`36h}F2mp5-Pd;fl51|5Ewy?N8<A}=Mb
z=3#J}gW{tm-E#YlbzQrq_5y7gH!)remdbw!M;U<sRvgi7PW*+`0@1BXQ?@-eRwy>s
z%PHHbS@Rmxo{>5-C@=g}0$zeL0Ayx3)WPw$1|RhUwJ$<B=S8?eX8Es<ex<6G)vCS|
zst)Zp<WWQE!J>`=q?lp7TaE%r=nA)Ke+z$)Gt?ZZM*pjv{Qp$G>^2~c6~$rc8;Y*K
z@>1DY3$ozjUv_Lr>oOd%xK?qasr5Y;!F(p8b!;%<esukju-rcrZCeV0Uc$1hD}*(y
z@H2?fon8<^<f{X|sFd&-*{3JDtICO4eO`_h-J@Fqw<e4$x`VE+U#7#q7}a{!S(@#<
z7UqDIc2}54{x(y{aS?XnGM?~x>x%|@t^vlNSHnoSW9rWIje!TH*Re(?7#>UHHyVG1
zs|C@&_c?~yIOH4}hPrG{4w6BV25fi>QM4{q$S-*sov_pb=<~TN1!`~ba)+@~6-ny|
zwDD&;#`?<VO&Ut?*F<nv?SBVMDXgbQv3+Il_A?&tld_G-E+bfGX{svK=7U~=+ijCT
zd*YIGxQpe2bXJMMM(foo+%+_g(u67Y64PA1b|<9LfwkX{%kC$mrKe_CpEYJdcyW`E
zDWXDV&OIf_a<R#ccXa3PQ#c?FM1xkvQ|@#ROmheR(0;X&W9iQC!Q@=m3w}ZBD|&zg
z_YEKdxdd0h73F=oL7t4t*NJKz#2k2A+?=b=a<scEeYVM3wIcsK;3}%7_&q)IIggX^
zZ{X)GIIUNZs5|E;;bO+p-jeTFiMAr)HxzXRk>)P{yaAjXdPC0tl(rn{>1f`b?uFc?
z$<VxMXKeEz{UB!w=Iq1ZVw&%1S9WWl6y_lLW2I)ix%772-M@wv;UqHIqye!y<DP0H
zhE^!S?-nn2fpuZGoEdzVNS8W(888+}`dt+3!lIta`j)g$Fy8czQ6=4lJnN)&IrN2A
z@Np~l@{MBBvV_36XpOHoZcWth%eY6S_TR}{^PUmmwWhVnkBV#A%l@q;{hP63ghLg>
zN<*T_k<6sSln41HC)VKPt<rES+LqO*6JQG-V>xS2Yz-nQFK}i9C@X^ZHrR?EX^0jm
z=Vod+<6_S?fMjjHG+Kj5714JV_exy5UXefafOz5e$c+b@*1GJQWdSE*`g1yg)7)Rg
z=ZydK9za6IiFz1%P_pb%`_aG34xQQcJ^ctt{-iIu;SGWJJ_MNvbhL8>ugR;v-Cm+0
zKivzmyBL$A%pwtckY@clAO1<hyQ5Ozw-WP6>R1n3LQ$^#q4dm?K^Sf;$99U^aY@%Z
zzRL-0`i*a#BvZ-P0v1)*rrf==ZGS$fxF?V6ar%G>p<`AL4Lu&A#26()lJY$E+K5_X
zENP{M(tcm$xxaU8!VAdHiuOCOD6C^_*lCRh?Bvd~4H^=`57pobmXY41GT!rBKw#J|
zT?Qb#8BwR2h&QA)Q?XmXY|v4AvXAmb#*i&|_HQocOMz{JnU=%Gy0OZ)CBaH#fXh@Q
zqd~U_xnHSw)e4XV8cGlP+>ewex?mBqZ9ST+^FTqZ!vjP@-S+^6`~yXI{-Ss7=ZNBc
zz+Dvu@SLoilGnCFZa`(+#2__rQE%^&I#psMG<i`g^0qt(ekMdki$dWz13FxGS4i8z
zK0B}=c{A;Qhc4nf)F{^cMnYz3{KP1h_!&(2CL~k0w}1w<A8yIpLEO^!nN<vqAq3hs
zFcTuN<2MT)_6yXkt}tpTNB5r$a0x<LyCh*6%yJM(-}?coAuLz!kzG$$e%nJ=RYKY0
z9Nh_g_`A1Kct{~sBN34u_IL&&0pmh4sRE^V?7PH0um?st9Lv>Zu!5C-$SG=@R^li#
z-ey_^<U!5suHMcarMo@|_~ub*`>b7hRQF!|nasZ~?X+>rirKZu$O9N<Rm{qmCyd?v
z%Hs*9A+UF)%D&C;gqfKM8&%wyk;pd!S(t6hJnuZ7-cT>>l*UA05A3sWLw5G!64+SZ
zlE~O3V4#7;^WJAs1^?v1I-xm~#xhSxF&!;O190f65tea9#^?SFultx&lQ0UnSc_!~
zOE0X<p(8-RQDGeO*m?~s6yt5@;=up&tYUb6TX3C7i~zEKL(?#%L(K^cd|i5Sel{_M
zEjVh<GE1O~|CwCVh8>p35<hPgbWc(M5t)&1BdCe<9uf_17f=ANWksy}V?P_a`GbAu
zk4*31sgEtpl*_mqT!2MeOfB5%Zi4E|Ct@f<HwJvJF;&K85utOg0O>@17bQuWysQ4e
z;KA=pog^ID*5vypYTTb15I=X}W=8k%P*l4>rK8XS*&+WHU01_<ol=!{uBO8_j*H9^
z00e)@NeFjxo@L0h4BS|X8dsbn;f$+q6{Gw!K)>#YIR$J`IG`YY9L88K(w3YW#vg$#
zy0Q^`fXYlsK2K1UDGK`jX3T_HM%@!8Zg0^DX?b$Gf!Mi?r-(a;?&fx}mUMKh%*ot}
zv1_0Jm0HU>Bl3VsaW`EuQtRUe`?Jd`zkvHSiO>DOQsmOKvho7OmA?{(*EdAoXgEDy
zmD&*(r^y8_kYK@E@VDMlj2G(EndvCpl|37v%UgY+)k9W(MiW_S4&e2z!wlUqFeBo?
zkfTR;*!4*R<at0kF$Xc9aMqhlgrk<@xoe&MvGNpGnWKmeG5u(X(8BWjQ|=gpi6C?o
zxKzGlrYf%}pNBL>`mD_i0J%Ie_KO5$1gN`I6nRt9Hh08t_wBPmW($HDy>IT`NG7Xm
zZn7$%F-C#UmsHjiOMZeq%F6X}GVsB;%PEy`z79`#0?Na&mV3cdFy@6~g)(8y(nhjo
zl;kc6#^;RZA1%8l1$-_o@jel8P9cul1%AbIe@_s|kUE?oAl;d)uC5irlS-gMQ=X}g
z*&Jm2NB7^Q#!1F90Y6)nf!RGiq6~*UAML7lrbv8NHNOOLNHeb_gDy<WCf^C9ULezn
zl;x;a44GWM)g?kmzL(XYDl0vj>LF&|pwi-G0dTO<A9(6hi=y83R@=#XM$x}VZM(YA
zQ$vwv2(Yyh(5TW6?|gAX!0d!zuTo&91HUz?LpBiqX@o!tcfC5W5tVsfS@p};yIS#<
zDS>U#?F5xd#@+$d!K?ic1-WWfvE^}@9}4D|w^3dCzX^?H!K51|=e*MMM>uQ0PsKsY
zIU#j58jSN5Akgk*M08KJUnglRxij9gksvNMasB2^XO;*8E#&OqB{RW^u%`U<$cW9Q
zK#JzXKy%*0=w@<w;CsG=PRtwiZv)x%L1{3i4vA{NtxG3f&z<!jy`1t&Q9oPe^tU7p
zLawB^L?>7!GAIk!ws78tjB7resNsgj8k~Lr#xfXu2$_!~>wC{Z*4yCwz=-d)&bB3F
zi%1@Ux3K$9%;pl~gdYq-N*+69s$Fbk)uEY~Uc;<M#cK#p6)ycuYv4xuq_DQSG{)N6
z5Ps`M>JdZWTybfB-0&SC#7mq6U1hznC-xEe+}sqfr-k)|0$c^3fS(6Wuuab017Pro
z%ONpjKCV0G1_)&~Etkt!()X&77PQImz<u2J*zU3L8Q;0LwY@&(<92lqrpaih8)ZMj
zF8{eVO#1#y6(s!66H(k{MqYMTv+c|BhTlNH>(S=}(k{1dHm7?^2(V%B0TpUp^S>(V
zMbjS-*iuRAJyZLT;RYV8?a37k(#<jxVu|b>@HytCh0qby>{aPZTcHS!D%3z^7)QyZ
z6o}Zt5PRTH?U%*F%@F>boq7swW%aZjIL_htt<rcgk-f8^am>t}_=x0jQ$K(QZ*V9@
zp{wNkdvB~4sfs}g@+LBcB>TaaxIe_xtlkv@F51XXVmw7y8n2cD<oZ@YdkK8^^W(1`
z=7of*Q3}#lO^h{)Uz}%k(&QhG*`vU7PPp+q8K0;;EZRHW|MVnphBBN-^n9IMl*(3?
zEGC&&RG>j!G7|9^?~3{ydUz@ui{!Tzhh(z+izPUea5k4Bt1gX^$m1odO{+stuG~D;
z8hAl{V6@n~n~B3S=-gL$(hl|$d13dMgZ<l)(VT^mG{OZQV0Z^l<c%C$#(@kne^fzy
zyKw3PU=%%OWx&gOf}~*lbD=?s?Q|D?>dS8sKSxgHd3*uyW7gc+`>qj*%NsrCSdjZW
z3<1Ye>J2lOAn;AMEK0&9pM{`$;>kz4Mc%wRH<RC(0X3(re1uHb9a1H|iD6eWsN+qy
zGTEL_4om#0PHCqi;G2|X<RtI|%$(7m-lG?YvFr<78C6GWaS+!I9-o~Z?^}xzOFw~z
z4bx`@L-j$dO>#+bN7=Ws3-@WGh=pTv1ILwPol*?3prZsh52MEPO5>N3{(HOAsVjF}
z`G*d<k+c|xxk5PW)vrCc-<K-@B^DKG<g%$yol=ER6&VNO1u%ZjZ4c%uj@5>gqZ|=V
zZr86&7$fS%#MXZDY&tPR#Y~>hFHIuV)D*jQmn=R;xb7@)qjS|T-kD?)(5d7$ikc}F
zGkz6p<CE*d0aZ{H2TizYEK2-J`GhYg`c0%Ry!hD%`GBOaMtzrb5CXv@Ur`Aoe7zHy
zvALG%adQ*bo<$9bXmOLHri)K}Az~%j5-=BloTRG&6iS71;yyX#3=*vem=F(%QgZWp
z_4m=4-+7AsQX#0Z#q%<sM^jIuBNbU@{YQVP#sjp>29ePef@i9~#9U}Q3cOgc)daKG
z=Zb;4JFrH;N#mdR_||ZuR-c!m5p`#*^4jTC=c!j0;nWYhLKR&!M9CjK^Ei6zRsYo?
zP0R$#R7X41soVh&Dv1Fl2a_mz8X)u7b+u*u=p<fmkIfYCD25bFGyP~Nv^(hqcN`M-
z9O;SKF+C`UwAyOfi;C-yd_!!1VN;yOdYBr@+S>OwY(pHciLff-@y-H`Xc|?tXM=N6
z;5sFo&XO^pH=#%dl^FjKl!_k*e%AZ{m!2d-_+Qn;{~zV&(f?D64rT}mtSW4Bm~%h=
zXh~R}ph)?v(55#fQhTQv`0#|2vX`Po*_Q4!s6@?OvP*m0Z7p~BzVa1*_C(=3wKwBd
zMe;^scs`f;(D$$`VI$7<=oSCv5;nJ$mVFWI-p>k3x2K!<q0TtTF*wmXF1O`?1+9HT
zQGPLS&?ND)7sxe^)-9AeNTjg4^y?Uv)Gti&^Aos@>c8Y^rgwv*z)om8OKv9vUc{?n
zACT26|JcZy%trk^t8~2F76n=0AphgGS86|0iSP6$*9`%wT6=P6g+5+&XHfgFS-1?K
zGn)}o8z?325kj8lnK@Un-N~08M?k^yhl(r{p!Xq`T)}j>NR`qWA$1(wS2p$O<IT5I
zI@aIwq}}^5AVr)^&)Cy?T7evitI7-sT?W&!c)pw`CQ(Hl<a5Jhj!y;F;a7PJ%c8qv
za=k9i+suEvkK8fo?ZGk55jw@yy1ZlX7e<9lG7gZhDbsC|^^;5)nBm=(_|n9L+lfu;
zAV90usY99l>1TR?tTy?eh=))Og^4WLt>0pJ;kb?20ueSOxkSmy)04(P$RN(0Y8E#4
zd>}g#8tEJyL;1kLaiT_`WXS2K<^NOgMnp<UOsI%xMnKgvvYcI!L^Cq(=uUbVeTa^t
zT!oB&!}urW)NMzB?5hB%idL72Y20{58Kn^Q-<#YwO`|%&3hO0uiA}B-kI!GgOb0NU
zWk~se;ZCg!sxg}TB?$gbvn2n#rxUz#-u5iaApjg4DaAAt&tB6gd_Z6{!g1ymjYGJz
zK(><wd{BGa<?D<Ud>&y4VcZUqH9B8tlQ?~`P7`6-1cBLs`3^-4^IH;<q+R0hRtY$4
zBZp7x<wF+h$_;arbe(Ui>+d32tS>VoC<@lzs3Y7O)b!O5iN<Ru?93f(tyl2Tj^_pm
zAUU6s)1kUdn7a7#uPQr$7a!=yVq#^oYt=+7ummksiTs9WMiH+ghcA!Yr23X2+8=%C
z?I%E8`m-jEvUzA`3%ee^?aIt$j<iA9VFuNijdK935JlPS*7hcL>0&8uH_lsvMdRv(
zM1lr1bcwnwI5QlkBG!?ZH-fok^=~PPQj9r9iGyiz8b3VRj=9%{QXi1CJsnLdgQfTT
z7<%C1D&oZ2(nz=MG$plj!@jn!M@vtVP@LZU)y^|UT7^QVU++a4z=Ec%olNkZEgKY~
z6YkqiOvji!sVPQ(zL+ni4*tUFy*l%y+EvQz!5$=^H{wvJc#vkakGPTY=RQMS6oQTV
z(W>lt{g%&nbboPTU<(RxEZ*Wtdt4m(oZ?uxA}&}nDh&QwJh?1?+6GhQKGW0nj0e;}
zNW&TqHrYNsL=(F6c^K&<S25fS%F2w&xZo1$vkBC`@Z`$lTE;A<bu)4&LcGdL8nQY;
z12*8aGkp#kYJ)ptZalIduZ!Q5ZEwZZHSW)HYU6k16Yb_bo_arK;}O0cTt;*Fd4SX+
z|2qT(653$ehvJh7f&4oeP6P!xQdp-iMM$_1liaxl1Sjr;Ee`U~?B@!Ipbb@SCQ;xU
zB3uZbg6)vrb3D%%s*O9YZBj<J-kNtDa$Y~C=mwqQx(1e|(pTa=nb9lFkYggdBzs04
zwRRp41^Sxb0TdwAgRWTJEe{bMZcUtGeC}EY_(6tYiG+DF={i~x`<r3vS8$Tvo}-eN
z`_E8K&URs#Mx8=MNr{+sAZuEi+mPSaEVI3iU?%*5ziH_>LJL)poNb>f<j9R5nL3p^
zPA9OKUaE_jQ(V;J;Y%&&WLSh&WHEe=Khgb}#fr^axbQb#`@`lQ7H$Ht`fgIJ(k4iY
zQ;g5Y(;-V--}YiioZBwbiaoAFv4d3-syR%Ua1!}7&V!wWD-21(kZ^__fY>&8z|Z<{
z;Qau{3QNJAz&NCa#F~fs=Qmg6$5C357!OXdDdrB;Y2!_^lAXWbae*r3><CquGUC|&
z4o;dv@DPrdcRo;!s<{c4=}gSu`<+Hu0wDr^6rzNIXRFN4ONPO=e_)jmts(P({L9&6
zrX!CaS+zBJ1#uK>{Toa2!F?}V5q?_$K}$T6mAQ~#(qeE3722h;Kb!V<7}+?(KHJle
zbp*@g_-eG(EvGoK3w8OK+2VR#uCxz=kp~5gJz1s2Q_=j9NguZ)Cg@llF&7>ZU&@%{
zXOF{_<q={Dk}2C|L(R81(@!L%O&MlXKW|x=y<;Oq0FX!{;op=hYmCLpO1T#pA`?6&
z?j*dF*|2Z(3t|Wn*pjilTdsO^Mq%gSrD@kcKoGwLSk4CUXN7`&ps}hd32r}OG#9S0
z!Ry=Q9#|KuZth98US|#`CGFHW$zl8<8*q1Y2vrl+Kt_cz9Mil5B5RE?3?H&tdqVPM
z*1oYXeEVTOTg?eSTc3mJvaPC0SX~`3yD87VXB;q!+lx)XydkSDFGT(m7z7elU`0&^
z2e244{n=tv{!~4t(Es7<oCE6he*=WNp~s4xn6t4KX!B)PLUhc`>o5;9E-{@$k0mhN
zts@7t1NSx*wGe_gvC84#6`cP!T)@GTH6Xjxl>#bb8?53oTSTB7D?ty#!l$ZKh}~nc
zG|nY#ry`SEeZ|ccV6*qG*Y33DYz`~fQ_)rr{;eG&*D7_MA1|3e`ECYL{f~W@UuvPQ
z;p53iIHk6v09=y>0(DhFr8zKBVDqTOSdW8Xu<D{((oyB;_xUc+((01wdVzHllMelB
zC@LD{sFi>q#)uJgb^kIgS9GA1t4+rcb?NRUJo3pW3L4SGHbb26u6+ZF!^C6N#mTWd
zzRYQd+La>Q=c&ddlJm0H&G$?UU_mf7cH8HI9utYLJ4q_8w4`_fk6OdS=XbdYuW+n~
zZ5vq5o%^`H{93312i3OV7&g{)tvYk8?TG)h&}U>}8>DjM*!O^^i8gcNOW5HrO`vfz
zKhY{Ej;*2rMIhvEdx7i3<Zn@)tIFUq-oM{XXU?{-kTCs*M4-%4Ifv;kw5pDFa!t8p
zO}sAvfY|II$5n~6#Tx`xtD9xC;L74JG_6l&h&)&3+c0$-&;ghXX0PJ;-{+wU9u0dm
zrIN)}d{d0o%yS>$;ukKEXEWB+DOcsIx;GbKnGMxjOVACOmG}pVm{EKe4&%(?G278A
z#c3ax68j3l@}#M+K@W@jz*l+gf4NaP((}7I)#PrE9B=W<mZA<XDw#fnI@s;7abYtl
z2~OJ76ivVJD{3s7R3Ihoipr%gz8`@mNq7!cZj&W(wslKA^2G}s+8?<KG4}PrJ$F)3
z{a9|h_m>r8ecwbu0q^#UTCvPmc9wP;blZZ@=2QAT_QVGLT^Oq_LR7T3_abk)>jLJ2
zjw^Hy^(QDb*fA{^X9J=POSVgc&W7GPR*;+FF(y>Dew)~M-Lq$JvQ3SmWF-FWd=-Za
z*T`mnNMe*wZIAuCe$VPm>ew1H*B64_dgxnv+O?%*yGC`Y3ajo*b-N3Wspe{2dmG^>
zn_1So^=G7qC2i^boKg`)?3XJEUdv5!XI1>Kry|mC7)uRE=DT;_qo6OLMlu%l;X@<e
zPB|%eW{i5wp&hsH@$Bz5V%`LpdskoN1v)Rvo_^H#XE{yTDxrS_X97_hMy6bM)HHBO
z_02Bp)4FK-a9Q>}O~)0PiVk$+`xpMkH{~G#ejQsX3-g$dLtTSxcC2(ki*FdD2^DeY
zkn>9sDGs&qCp0wk;;l6a83;Lz*}abA4JK!VNPjp`R!c{+>4iCQFwz`+Ni9Z5me%@m
z%4knN>yS=o6@trMS*JhH$YugetHp@1DnLO)YOhhrQ~7Q08r2m$BqkzbfbAmdq$z~v
zH?S4-q0ov|Z^1$kE%lR4KdXRdEFRVR=aCMb%K9k~>y^Jid?x8{%id`WRHfw242RaS
zucrX#8YLR;Gwe=xzJ|4(07Gf58m?BMWE@Ve&5oj7Q{EVK@e(BW+BT=WI(e5J5%6<0
z_vHx38kpWlEiOleTV>QjFJ6u^Ws3b>K`}n68XqHq(+BD(n=e?*$H_k`)$_Eicyz^V
zz8|4LgXiq>QO2K)G@i!^lHrq|81dm+b)|)-ORmV0hsU1ewbj2Hm+NX0^3-@+;r+0-
z7^ZSesgZ4xWXvu2HZcE<AQ(r`0h#VKK|S2Y>xE#!@d~p$Qai%Knsa%-Mal>7Jj`&_
zU_Grv{BTnQ2529OT31Lk->bzY8-31ctL+>JtQUs!=7Bivk%xc#K!PRWMbpq(kN)$O
z4pY}}3pr`<CK~luD_1o~#PZUOywJp4M5ShF?T7vKcz@Y%ZGbTAWf5ppnYv7+s3oMK
zxK=|%$b|~os^k&58K!&Ivc~xN28*^bvU{~rAcCqsw4Wf(A-W$9O$2+_Hs;stgU8dK
znITcMD<<8bznYmISBx$OuA#w%U(kGry_KEE9a6+}4Hd>f48hWyl{fQ|Tp$rQQU`;k
z;A<g-<n`0wA})_7>CLK#C@_r{rUPdhHx<Bi$KLA&@3tr<zbwT~c&gj6${@Vc7^dNw
z7xOcG#PWXF+^hnt;PjzYKQ{+?H!eldwxbLNF|YW&^|A+o(ez6H(&M6I1qFBh2hPz@
z8MgF?$Dg0F4MGoG8}hXeCFNa&Mc*e!6;=pK9@F)LI0bn&s=|%2CVzc%xdQ5tC^fhs
zX+vd*pB@6$XaO3wnX@chV08G$Pv4S(f<xxUtWBeXSs_+7J?8n7e?}N>EngnidG8+&
z%qsYVa(Z1tWmK<kw#8KOb0>tN+!*3acOuMuvbBS`#HDn5=-#1b4gNk+YbUOEKp~N=
zdh0%MNj@NL+E-^w>U*|Hrszw{Ac|mK>2YEx*mRIVqxE_z{=6tF)uwL)2*O|TFy14h
z4_(a+EYi2?V$q$2yjlbKzKVnsx@Qj(K?30>sP6YdBVHfsOOdS=ts?d3;c$h%`4iMH
z7_QEzJSO}N9Pgd+gINJlnG8iygyb``v@Y#0*dr23y!Gkg>X?#0Oc~EF%}1I`5xvLX
zy*oa!*ni7%(|e398yx9USkfXJLUvPp@8SeE3L(FpEp9MgG=7L#q%vdOU`xx)hzi9h
zu=Ga%^`h7|KKuNdH+V!T$a%#5!5wd5%uls-Y?kPX)%WI5`Xe*I;lhkY;rD(cpEIu8
z^MJ2UNd8yVtXP9=xvE}n2STftEIafNR+=AP8F24O0Zrj_-{0gsiAvmlcwOu}qM0Lv
zV2q<!`^!vqy$jw?q&JHk&Ofq}B5=8Z+)>2+#D@lN=w@mvXmf1%_cihdXA09YM29kN
z=3i;wJW5QeuI><U2v)G3VvD^ZvZR2IlT0G+Tt(h)u?LqF05Fs+H7T_VKcJs}#*Gp4
z_MsV^lVLklDJZJKP+HIkcf0O`GlqD)oBJeU@C6RDh;aL7=8m?O36*C?XoA~|o-g1`
zOj?%Eri|EF`d45jo6-C%3+Bqq_d<->^^)$%P%CW)!?ok1@VCxN<YnX@Q+9TwPOVua
z``7hbr~W2MTcy~BdJd*>0%-WV1lIx}-^n*?xTgrsl)r?Xnk#T*c`sajp~;)8CkHVp
zN4#xZ9~GBv*yAPYTIFh~`)s3N<?`}cERDYFZn(4fQ8TT2dQ_5wc%5lm3>L4dM-?=y
z^ioO`iM7i5q(81-#~cfLigD+qF^X_%%&UA4=c1=B?8Ef^`ElCh3wu9?UOxC~5l@AQ
zttvU|IlW|XuS3|o34Wah6mCeXrRNJ;HZu^|OlH{Ih83N>2XI(RXHxxH1<0_4cM2kZ
z9!sO4l7iI){(M=!(M#J5YF&__>JEyi8$k8>RST2k<AznG@C!+Qd}JN1Tw>1g@GP*L
zW*v)Zht?9F2l4}nr%x*#Z_DgY=;$<#hNQIFl=)S!hxM!%tF9le3GMd;pwX*X<H-f;
z;Cq$ZbV4ydl3fP61sI*z4XFAOkT5f0(Qs-;Zk<8WywuAe{n9Vc9m%sVQsQk?<$_eS
z`-L(2%2jg>-vL9~KJC!kVWP%ZvH1sr(EZ?p@fnXzqMht<K5<bxk8&N>e1mgE-s*CK
zcbcxlw)<Z+!57UOTk%i&`FeZ9YNx}U`sI{K<h>Du*N;q;<jVub+nS%B4f#jdb9x+X
zT*nF#Z@))imA~&uFtynkB9@%@->r-CkiToEMeAO4fy)>TpbEcy?+$RNX%?5$yR=wS
zlp2mEY0g4Ta#}RkhveaAeL+q(w}dpy85`x1nxX(`S$HTE9QraE|AhKlkdIt&e;{>O
zC!_8=oRd{gjAFez3hg}QJ?79-q4l_q2+_jjQEPO8MyuJ8gy?!4?++^P-u{`<oWFu=
z`u@l0CHh@#g?)uu;g1vWpKk|{;^6U<1i6tTX`oW5tlvqWFxl;id5JGu40Y!Nib#Dr
zBGS3oM%9NM)mw8m7n2#y7AueXG<4aLJh#n=?}Q1y-~oTpNE4vtuRbBuftu-e7EWdi
zZ|<t77G)?%B8l4?D`92(Pq(ga`@=e~2@u0lNZ-eO=jsDNc{34K)r?WKy-)VHz(sa~
zd`0=bG8v)S&vOfD+g;1M0o1psDsHm@>R$BdiQhrxl3o+qBEBC#_hrJl;gSn`!(Qws
z7gSUxwPYVnv7lccQ*-RWENMx8L<%6PX^8hRS4BviWWZuGVfsMP^MD9>#uFTL8XKcd
z1-c1Q#C5okTbALy94LHH(M=7x+h7x~m&bIck&bC>AnnCn<)Drs*R0f3-o0l&wy-YZ
z&&~Z^()feJf+hKJ)ja{jeBbG`IP`;hT0oZE<mc(gndm5w6KN<BO{{qmA%9>*Tjmwo
zV-Y)6f>PK+e(~|>YTOj+WEr*0xoQz0h%(I;qr(ADhp!T2NYt0O`Yk>LkGG-C3*8}S
zib(2vz_}!KbD8l(3Eo&S8ke`?q8b7&_)CdOo%V`ME$-iLqmVIz0@dgpQ`z9cW)h^G
zkOgXmLuwOie@xr|;<*;7&*z;^y*!Cl3ccUIK9PEw-13fw>Y6xZQDjXUu>kZFO7f)n
zEV^Aq_|ulFTZL5&rX%cU)+R&@0zTgmm%PsUUda`)0Xl*AkIPZ!f$l{<UMLRHFH?Ur
zV4NfBHABuNLaH)-$EK3O=oq(E!Vu{sk`Dq_6^@lLZ=)bmNf=D{m5+Cs{av|{X1UB=
z9l!-QGdr|DVwUg-UQ`2`V>5JXlPRn;qc6PF4M_E+=J$r|&@|+PKrdSj)c6A>#a%xP
z?FnaQR^B0=7inh5Rs5+&;+%z1*1IP(SQS)(n>KjA9kdRpen8C^9j{!{0KIlQ;=+7&
zU;w2bA$~sIuRQO2P)%7XWl-Ls@rAgzR8EDf);DY`dcocDUTGphJMrsZqFg1Py2D?+
zhJLK=_|Qdh_3Fg=k5MUm82$^}rel?~gx<1c(&`isVi4TlBx!Fmv18P~P#tPC0`@=~
z3qAQa43tM9{QsyNM>D#0NCT0G9@8SJCfpl;Z)E``$U(L3@UPb-6`{&d?^DhPW@u|H
z3%dVrjZOlpVct-RW%mk_`SuG3w6s2CQ9|&#QPp%H<S=$w6QE`ia2pL;`&yU8R=l)*
z^i&AAm_kyAE?x>Jmpi3Gq*kU;e`_br@RC@trS}VWHsuy_{f`S`+?k%s8RY3kwY>+@
z2%Diny6m#&<JL$Q9}1=O*i3tEmlIy_e_8VpW@_3Gt_Z=ys>qGS55P&KGSM5V(f(+N
zWiz?AQ~GUndZGrJ*t8UZ0&{Md3`U9nrpR{8qWqJ64XZws*FgS#lhJPqU_-5*43Jg-
zSu$>o#_o#AP`!3Ut^V22XvIK=2;E1W`Jq#sTHbqMIqY5b-Zn;uzK|738>)SNOT8Xb
z+2(X;)?jCl5z*UobNz&1TbIk1=hMJ1dTh64k2AFz_mB1_57{sk%K{WnKeaxV5P2l;
zeImuX2d#3p{ld)ZU<*oQ%Rr}9a>15n?Vl&&)|xr(Lo#l4#7Z-PLTLW}^raiuUpQa&
zn>6~$$~bmn?l`uZcP&oKNmxyo_Uvr3S?vc%ej4_a#EmEy5d6+D4ZIX~;2i(U+`Acr
zE9hu}OhsnYG1n2Y4*aq1rFBUKVS6r!l=W11Qv)*DS{qW-Y}IIC9FWrHtUV>nThcMf
zfP%CluW65b<ZsYuSe80~rZo)5_HRQDZ(M;UTfz0Ur~R(F7!7A-k|W5Edn>EQSKGNZ
zJhOJJpoFF+vH=mUzujK3wbdv<>Y@q^`}CQj?^hU>$qQ2D50hom38^m80Wv@!pa6@m
zbY4IR^`Pc<<RdAQ1&LSdCZ90pFtq8KB<yB?F*@<~{u^1&>Gfc4qQZ-sl?)ZElz3+`
zkKp*tzp5zKI;h<YYF4qQRQw%o*A-w&ctxKD_b<ziPyTl$Z6m7>s{N0LOZ!<%5l5pb
zNorhrO>Zhnv#=0wz)ENN>6e$9RT)dqfv5VCg11vl-g;PRQ2RAflv{b;F|Yt!gZxvY
z0n@r2x&E$45=IpHONzJ&TZmd?#?&f?`WanChuR<)qA6KDdE7<@GGRI2?wK#{w_HvK
zpDc!4gMbwJTNvhl*lghV5qbx6XZT+A@$y^Te`vA9%Uhne3au6RmK%a0+z=;^OChWw
z+B!$Cd>cEl6$oqFi)otE=$`Tue`qb~XHa<8HZuPZXembdOCF>G{?BU(`nQyDZA79g
zBMu6Xw<SI7^4c5pl(bM7^Q6ccx>`qtq9~>1xvjqQC=WXI?}61hF}<TAOJnaCBQG~*
zAC~$p1~G(5M8NFui?SYFvNG%N*DI6%6DyAcKl3IRn?9Vl-Ou|vEn$B?hGo$;Hx<OR
zo9x#0+_o8bTi$KZ@TEOE+(UId{a?<UHEL0ftSjR8l?TTfK5&F<?T`8kKKh*VfNfkb
zWw=P3dYZG-MO@NwQVulXhJU@mh>OR<&_+xVCO}AU5+cH+*G2<*Xvy#xi|%NV2a=?k
zD2p?@h^yU`iqumM96}a8Wd-r$Moit(O9Ve+pQKe3^A-_EGTQg_6ifBZyyyy1Za<QQ
zi)4P3+XORWcIt2U_rdq$0A;bpbldTC`2{mCyn@2PKK4`^1329kESa?Kju<gLa9`8o
zH1})UPy+t7aFqjepev_=R)-Tz18q&ka5xn1zM3=n@qTy{P~{#39jBqsKZLbb)`rf&
zes-kfa&tVnjH&U>h(_aZTUwLORb-&ev1=FaofH|8Ln&NaNx40*$xnZ$_K)cn3H9JU
z2_}F^Pc)KWJ0+}ZURezn*+uekV~;l!gTzSiSrSBnIPm?Mlkp9DHoWNYfP@v8QDVtS
z0zJ~|E`ZKqYk#WVWjVH*4Jk@lYs3kyVeA7dERHW9`kIHO0P7mz{F5nL{!O9b2+afi
zyTnJo?CDTP*=br!VU|rgv%=?KrhVBwG>v^Wfqg9>b~Xe}zylK%aaX@AGbC2@f)SP|
z<72LnJFUqVWT*Ib{;xE$R?7@!SG0_H#OYocFhfj>tccvpffE77zn1<_#?DG74xnvD
z=dtx*u0{KnZQiOaIqc>8iE`P$T-TUDcthD3A_GdOmolLR9D`z07diOoDOa>St*2N>
z%sr_v=`<<JyAiMWrA$4GlJ2u;o|?i=C6}UV;YZsuDAAC+DKwCfS2c4)L$Or*L2T_d
zW(PO1<#FeapQ5f-wNwO|$|D^`%K_GDcvDNtM=z++b>j1#Bz1Qt*Ee|KaZnu0M1JP3
zZ$4CoCYJswL+hetSF6LBVBd3^z!Yhw;ZHDwQq(H3$v?=oSBIbd<lXhc-t4M1qTba?
zp*S*iY4??hY;1$iO4-#wSc)8=_U}AZmd~kz{>hLdu|DBVONJp{e(MJzu|GvDCgZ{8
z{LbvzJr2y7;572WN<^sbYbJCdvBldsCB4n0%-gl9xE;koLv!<J3{NC&m9lDcGlupy
zao&U@h@=*eg{2nUT!DJgaC9mwa1cr*%}RH1@@F8-8*^tVx6-5cZ=?w|bD`vklbC!b
zME&IYCP!YAG(9F%PvnmYW&`c4DI?g<TZr$aHF};wHh7XVNS%QbxmJ79Tm2VG#n<no
ztH7fxovVdT*Vu#Ou)V7u8;d+bCa*n9%E0L<HH+<s#i+|vWxmR#UlW4a&?P}&)akuK
zf%f`W(i|(yvfEcv+wV>UkYq7Ji&sf9KQBQF4(#q0%P!AEuRIzPCQa!4G0k4Lx(rXb
zLjS#UqnK|q11?QlfM2-j5jCRxv#w|h%cpN+G$u$hOCILb8WiN}fzaFtQVGiPm5h4W
zH9_jaObnJydQ+XV#1EqdE{4=}TN-JcEM?6>)()<wV_o1%ij|SOUB(~9Hj3@AaZF&J
z^%|vO37oX0U)L5l!n+F=3lrrOP2M3BRktEo?J<#q<1=RZD*t<BhUuQts-9u8pr5bm
zvd1d)W}{ogtY)8(%TUX^^rVPv%+zaN-Tzv`R^`R4lLjoi;70!l!Bs!^VA#S|otu8=
zDFhj{D+~`FhhZ5BW(+*<5aYgWu4Pkjf>MxOb7$n`T>G4=A-}R!ys;YUkf02`x_zPh
zt(WGg%ib9}59@9Tk^Yi20%_E9JjA2&ZX|7WWgr%^f-XF~l+k>4h=<!Sj*swHc0hxH
z)}Uyf3tQnamzjo*bp1YV)h(aaL}DS`SVG1qov7BI2~<*Yo^hFUBHyy{5Sz#W;f;SO
z+@1dMX`ClN?dCLtL*G_o>elK(!DSDZa4?F(AS$r4Mmv$)U)=ARW`H0!lS8o4b(>b<
zug7uT4BB>Ms52W~!l`OeQG}lX7KUq|wj7x7C)4^cK*#cg!+3od_g<hDS@6?GdPP>M
z`V?Gal9;e6!{EF26012c7h|@7fa;mpL<8#V*3j&^q!VGZq@-94k>A?@kt=a#Ov|}E
zm2P70RGgtUSg_TZ3FyUEV8K=ddrXOtm;<s4ANap9wJrSFSb75V{*9}TY&9C-MG@xK
z`!vhHtm)mkgnLRm3YIF1Z4m6BE<0gs!gRy{%j;4j%{itM?n_%H>ecyYS*PEV!&;RY
zN_#}4ihTYX_NPBM`b`Oe;Kx1{kdjh&tOCAOLEvx?F$@6UA*bhJv&CY1XKYo(7pj==
z>>*rhRu1c}<y@Bynp-;0a<mxbtngX8uRGFhV745SZ=LejY$!2(nUw`U$01$y#Qqjg
z9U#@tk-Qwm@R@s>&&RFL{NZQMMGM*e;h5T+#4DDWRdo+D290nEP4FZd()_Sx#P&DC
z1vmxa$&_oRjk&z3b^2&~iJfBU<tR&$wt4imbSj{Ej;Onp?@}=d2R{nJw1LG9m*g{+
z^O#(>>}=)iBzRfwRcT>Pi?B3!WhwVfLRg0CTydH-fo&AR!DFpNqX!|z743^qDu@<I
z14{@gQfbMXY7$CJOY<8lK!WA@=xXId?UP3#KVrGeGiDT0Fqa;AZLMyL^jXjf35%$N
zxe&0u<jg<zRR1A0E~D51HgBhNYe)DHiOcEeus>o~NaVMBfcv}5m~NQ~xs#*ae3zfH
zL$8B>G6j5tAE_JiiR4PnuoRln_G7N|OC+Ds2|ZAm@R=jgn=$^5l_k@?^P?wNg{*MY
z>4^a364>quGPGUa%fmzewI0;&g$Awd<Jcwx1a_-dJ8$fRk%h)D-8k}uMIU)ZK%`C=
z*B-2{v-j|>g{2)hghEesuV6HhAb^ZMxi{<P)>%~l`o~9$pl|KMukUCuYjZL%tJ%5?
zPlV7Pr*A*%I|h*mHWib0$EG^kX`&vqboJwsSozrs_buHwG<jyGVYdtpw-A!uunkcK
zuCI;|ocPdO83nT?e`Go>+I_#K7l9-Fxie&81%m^jnR<GFz_@+gjG~Tp$m}8-V<W#w
zunPsqT;RRpm|uZ;&|irNfSeOO3o+q{C!ok(SM@|h>ooK|?~d#?u?(PS6p3$guEV+H
z2vgD({QS92Of{?Tq}j%c*Q|d^ET1u`Bq^ee2+URCv{`a<>q+5}SXd{DTP+zK@{<y>
z8F9Qa;lNFT|G>Y-J1Sl0s*nTm=wS0{Sv6v)m7E!$zTa{Fu!MpUtx@#SiX4Wa@9axK
z!0^x;WJM;-!O!Xn3d4WDNNHK2yB}A~9wVSqrrk(nKOK<11wvqv{miPf8xaCy<DrxA
zv@KUPt{<u{Pp-AQ9`Y?J#x=~V*~Isq-N$(EZ1t$5Q07!j9zC@-to25V8d=3`4v|CY
zFFXYW4Ny4yvkb{R6Wc||d={t|{$9|eA(RLuKn}Y{s=jdZiTRn;;!brv=tQeoYkG)`
z%0}SY{YdXSH*99|5TE;N6vco-)`IEsuPkgD!I)&&bq}X~;}`v{CWaC6->^ex4D+(A
zNX{44cLQ)IJpgK4+t_VqfO|1k2L(;pclT5+JbGyXwu7VB^evgus(+BA&!H2Wv3j*C
z|0kn=a#~?vovbVMSfZfyGUDk~i^n<sI?LJcA9l4piQ2JwojUyA*|X^u=SNaAqC?QJ
z)(_!6>v*QbEPXAQf1b91N}WM?#VDHcutpL1iwTtAvG9=E#~BsS+))^RN5{XuMh;gt
zp(}$Y)2@X)<+BjwTl0PxSN_eej3|%Ubn&hpj0^Vc2xZChQeQU#M-kO0{2Di^2oJ_C
zaEO-rw}{&CZV4~Z=$h=pdkl;}rZZ`iEyIuBhaLyWxYPdSFMP9?+^+{Q4g>Fe65&6K
zv?H^;VCeSbF%EctKDhacAL(bdiNy`DGP)^KFn5f`+sTOh&n^&pH`6YH)Lw?UpGN8A
z<^xQil@*(7FHL(re+C?M^*1$VA!Ze?VzQOX%UdCT^!%koWvXI;&g7$wZy!chkavb+
z9~IPk`v%YAy315^y=b9Zp9s@D-?FOy>Lub*Dtq2%xSTWLNId?B?9B!k<BkQ&o6qV5
z-x-VyvIhw{!QZIyvsa5prxkJzu*RMW)ZQ*=FJXTq0la4v%#8Rhb6u*#0%Yeb((99v
z^ZbP%;%8603QaS_KD<qd1JxHGXMNW1TmGBp@hX8$iEQ&m?D%;2_#Z!I_=%0gV}Gqj
zWrJ$;i6Cu`Kw?7dHGNHqjQgFdr1od{3uUOsebGM+$d0*|DlwtDyoMMukSurK!iayd
zKQCS?3@+D=s4;Plt`G_$FodzO0Vddz%+Vgwg&j$$>N8;$(PA-~Fbxj^r=+Tj8!<c?
zuwtChmH$K77$w!q4Pb7|@)P9{{jAH2P`^I@{4G~L9T8uqk#{Y{WpJ-!ohkjD2knBa
zIsjP7WC#?E)W9SCV=V_zSpG9j<XqLVigW0hcvgOmwJ{w)XdoJ>>ApwVDg%>p&W9(o
zRBpMp-a9Taa{k+6w~+Np2uY8g?9>7U339PW*`bu_KNQ0gefHJ}t~ofl-tR&6u-(>9
z?DlBZqyI;EaWpvBS<&QfdXy0mIg2VT&*_oHv$h>(b!QF!62EmN{3y*z%nZ(n(t;A{
z*ys^zTMbrLz(<3Y5X1?SBEvmm+cvg{`=c{5zo|vuFuI;>Z<Rch!s5~JjuBq*DIGHu
zeJNIqDPyQDQJl!Vrg=EJ0V$6S<J;?*%WlN-A}fh~M8BOMNG7OK$`visgg`s8y_#b~
z?*PNn?z1+98rizl#K<7chZC8ahJKnaAvDv=#J~upMjc%;(RELvr+Wd8f11^)T{a00
z&k0v^0ocORP`fi5Nd`yfZ1fR)vVY#p;~Z+>>xnjvpl1Uz>)c$_1MW&o#k|ew$e(^-
zTh9|KG=?~iJHx@yn$>}Ls2e`V{EC)ny9N+Kpw!}-=xfv|wjxgyt0kVIOjJb_962%<
z0cIJRwY8m>;Z|m}l*!B2_u(0s{@XpBmn#z}Z$UTAxc^v8VFWUDA(czdL0k0bI4pV>
z7yihWwv4u!;9B6Keiy3zG&?f=hlu?af+96+Dq;C(Ea>HqdqY?)K^f5!x0yzQe!oY?
z^Kuc=u$}=I6of8NT>;%9sHhkN;DG+qEV!vhTCOhN8YGJk4b-5$V4-OB-<UAW6x|+5
zYyX~y%Ic5*tB>{nP1%EVnX_-XALa}DWpA6cJGc?@W<&vO{Dnr>i;X6zdiHDy8-kor
zH4!i89~;;Rd6<!J$mZU<^u}M^4hpd66-wS?WLyce!-q!O1SE9-SXPJJ-&;9YOP+^(
zY)e~?uxLpChitMKJELefwr=^(It%2Zr-U^YR5oO?rCVujH59!Ag{O#*IKwx^)A6zc
z?#3S2Qaxwm7H)e(PT^%~%-mG=O&xyK-plmwW8?#BS{RQZPf=W_Aj{v`5C#wtAFW3%
z5m~b5QYSxtB`B2}hZ=l80e=r}_DdcTZ9*c#04=Ch=x^d4M{bmv%+=l2C_=lIRO39i
zg9CgGZ%OCF|3WSvpalMn>~E=vr=xT}sC+SXMa{&7iZ!r;E2wa&nlDm|^OQ7t`AJ6D
zX1<4ck#TG3-5t}~p&iRaS*A+*S8OEi&c5yy(z!c>St#SN<`6Tm2H31tZqoh^fV0b&
zUw`+W5~d*yi>h2!&kp-jWmEEO^zp5|K<m&ZV?E{SGEL;O=xI%sqf^hi^OwHLSA^8Q
zu&x?r!g?~ENd!pw0=2a}>zWX^vJlZ~K~;D7RSNWe=P($D%B2Xi_LSF#UtU8TJ52-a
z9G9&gnyB6l5MqL=D0q(}dE5r2SOedEJ>wet^;=eXiO1D&Lbf-!jY+Moy6gEZkdIt{
zh?%HV=fH7nlJ-|ZOkfg;0?>?W30%|+F}z{IdA-gNSieIa<;8e968E4?MX7HP@_DRQ
z6!ELWY#p5+0`Xfs-}Wr<r<#1oXmH@UtjVD63l)vTH^8B)tP&3Vf@R+`im>V=mJpF`
zUmQP~k$0U;`TaNYZE9PjWt@G_t;9YlCCWfe#$A_YHc4~~QpWh%l5Yb}oP)w(!<Z7M
z;dXGAy=!Qv0DpjENa6dJRg9E|6jmO2l#e{TkX^IFUCYx4`#5)@!J9B5#xABDuJt69
z$zQSowZeK8+ABRM=PegP+&i6@m=(=AiYyjA342ZgNg49AW^n~2YJ;yU$`}YxYp|{$
zZ3ED$1~(+lTJFjyu>4SIYCRB6n8Wm&{QCFQ_@yPWkMx5O;K5EzzfJ|_Z@k$N9?<9I
zNS8HX@5GsC8bMvhJQ<$v(06@Hb3(%T?W5zS9Q$ob)V{9uCeIoLB`pIc!6}E()bc>0
zqsg{A&g{B;m27Fw+&b$wQ-91Kip<{(ez=X))t;cD)-&NAr3s6FC3?^1Im8U89fV~m
z#cSX*qy8!zi^^=;&H+tqa7F}!h>1UV5fI*yi*E%?COl4j>jDYmA~}2+vtT>A%|-?7
zi2CcC`rrbX>rmzxN1yN*n!<B-cTFuVh)GWAB$w*cC2TyrE{~>(`IZy{!-oPoW_DuB
z3$2QeRZg1Nw7WlIH`!UWN2V&W3{pxlRCbdoP-{Wm&SFwW>R+2(3z$9mJ07=PeCj{o
zkK^7x{P3SCs&SG%t^8ut-$QiiyxW~1U^=>6X1s2#T=I-j&+s8To**P0TQ)p2%RT#Z
zmLr$9UUPSl8}*m8O+D$5^nFEpp^h%;g)HW)>;P#KXOGO|cnuc%;@1f|oTMG(n}{|N
zl5^VG7=TnNZbgYPXAU9#xIekW*!SP%I0ID*3lgXYQ}C<?ZVcy5dqRC)!$$pXUH8+K
znejXC=waU<8-E-~oZGXm1z!^Y(=^#6K|h3Tv7H6>`>%f>Y*o{|c6cCfe8XUp^JO3-
z?`$QR71;|UK38X&@^bos+Ts1xf2hvz4~E4!>EYe7->aS85}L<`_lLm1-JYP9##%uA
zU}M4kE}((H_^K1UDMRBM7s;dNaVAeqgtXIfMA?I|UL^Lw&?#BJ_&Zz)HR%0`yvkxp
zzR|(Y=?dJNt|?FAu=6{2y$Q?OXz#_b0lNU&{2$%ktIUpSV|<GL?9Y|*vBp#&yZzup
zt{YrOX7F%gGFGVH9MkNvH%TYJx{K9kc?JR*?u!HUhc<lC<G?2RPzRzPi7kWuQzP-1
zw;3P7!zdNLeF5=ECXP>MIr7C`#K}pmkNg|IW)Wl<sKJ@<Fr=&=M*F+V<v=6Z51fS=
z20&JtXslqJ#|fs<?+m-Qex$*K8-~O&Z)*PZL=9dA@gR~&u2JHC#`~YXar9{Y{AEn#
z)M6w3gxrhDMa5@q>GAy>xewl`pKS?jf2rdyc@N`^THK3SNXM#v3;R;L63^p}xlK9*
z@lIwO6O0?b3DO11$NDwVh`gCKYcN^9PB>f5ir3E$`#SgKIOjWh^@M^HX*0ggF}IV8
z1>AWiL69)4K4mSvFxAt48OC3|dx4?fsS6Sg?K!Fxj(~X;HORsv#Ex@A9ILv=;bE{r
z*k}81GNe#T2N04aCY%3pj0ZeRg_%!WS1yq%v6!+cJzpY=@<0MInrMmRCJR0%@sYkz
zQe4EC8AUJWOWe{+W!aFD2PM2}#C9OZ#tfo=Wmr1yIQ15q&i=!VSws>(WpWm{8T=4_
z?G!jRkch#47NVmP^{ik$#16t~DZ>DyyYlaQCj^%+77*U#g&~W$h2iYcSr3g=$s8y<
z05bS{ObP+VM;|9tQ6mg|RrxJ<rUIgZCXMS>Ghpl<=88-XRA{gyee2B4bmm~sI1yE1
zW(`TjnX<Tt!bdF3Zd#ddT%OgsED)zVIn2A`meOp-IJ6M|Nb^%pYa$N&KUPSoJJGWn
zFiLS#td4Txo}TebfM_q9ENNgf!i%*&?l~%H#VvpJ$Z1p4E&+gY+Kj(Gy&z)%pdfr^
z0e^#qT-Gr=0GqQ=2Geus1=(==uU~r7L(0x;c?|OgN5IzA(Ux!mT=a0%#XgQZGmkWC
z+FvAk5^;!oSSFsSv?>-ghsi>r?Y{@}cNYm={6nzmOCcJ>Ty%8S_(c-!YV46QxY<UE
z^&gPm_p|P;?zc<I#ChyjM~j`GLOKf2ou(~X65H6}tu*h`!|{I?HL!<g31WS{dRtNx
zgI7wD8saHFBiZ{iey2&+Xy??bZ#mxcv8ExBiia5%3x(ybmR$hwc|2C^2OQMUj#kq?
zhT+7CcF7JHcF}H70iA*;SP(lg=>qj>6o*C4F#WXfDFWS0V*MLM-UwGINF_G5ebtYQ
zA%*GYzEXqL{^@^1Gr@~<!JZxz;%Dy&nTOWtHDUIp<nh}#RV$ef!(uCZ^hq;6h!XAK
zEZYzDG{1S7oxYF?cT%b{<3_7N2fk2FDc<iNhlRf_a3QIVb2^4;CKEjLCK1@ymBW%F
z5f_*9|AV)8ijwSYw|pyY+qP}nsI+a{wr$(Comr_$+nJSirP=ZQzrA~RpVQrAoQpnp
zaS>yzSnG{=R=jJ@`I~jy;9@nY>cDDs+L0rK7@UA>6S^f38O%|1Qa6%S0(q~(jL`N3
zVqcfqirNNGFDgqnoYg9WG~u`VCJBsTIAc4-NHKvkdql)5=%94^n)Ft-D~@yJwhEkF
zY$Hi>GJ=2kbx(uKnH^r$rq`$>mY2_O__x7mdt0N~32Epf=k0<%oJCp|q5qE?iI3T<
zU;^Bc>CGNtXlWp}h2aHAr!Sw?{Rnw3=>vO5r_}tWH5g4>pBTeyYUhg(|LMLtSZ6d#
z)odOrD+utafmTIgdrlQL+b;;i3MKP=2ZAk)-TWmAOt&yUDm8frmrEg2voJ=QOh<~I
zURhT^^}@#?`4)J{VUp1%P=uGcK`lDDwM3Q}9cvqL&mGf`9OWPsDm+M;2gIQc%D>8u
zrV{wSieIxT!OhRT3%PV$6R}~EefF$OK@>ds_+{qf7Y_m<R^F5T9LYvI-Hv2_{b4}{
zP81}8ki^?NoC~koqP=`0hInt5n%Y<f3zUCYrU;GqM>vmT7g=O{)<h4*Na7s{mxtiW
z2f=zd8W%1}rP<%R21dw4E1A89Jf|D$6RLgX(!l4!dyseI$QycoG&Ookm}sP)5Lp}h
z70G+KL4CJaD)Z9R0i4cL3h9_CB#pl&Uoyu{os~dhCwjUozpWg|ko{m4u?6$&p$L&+
zr=p&Am|)h(zKfjh9Dlg81r5prMm#VJtOmF4!N`Z<s>YvjDC!54rdvT(E7a6M){{$o
zt5cG#!LIAd=}m>R2_xfB*oX%Ya0WJz9VlLh4XiNx)Yqb0Ev>2^=)9UPX?PNE1YWKd
zfjq6~IVh{|DXM|@(c6c__VRpOPTYtY!Bl%W^$l(QLRT1_6|E?s>zY>)nk1t^fUrVy
zNKW<^3W4jyib!QO3Rh!PHhGE9OoS|G?@$Omp9+<vry5xuC6gov<kD4R728@3B+4uM
zc%V9{Cc+`fsk*THhM0b$HI(An<q}bBY8F;kL5H7fd~qIPGNbI*DL=5L6L!alnK>XJ
ziKw%o9rk1n!L5hUkH&J)3dRU{rY$6xgv_Q%ADQM1-6c~^(A0@KYp1{9E{(GTN881O
z^3*yU@w2C+%zJ;CmzZM|Ypp}zP&6qx#n+lJyQm%)4+f+sJ3G*RSPpNF+-h&frc%<*
zirMjJMpe%Xo<|HV0M#+S;X4HM$Ad{jTRr5BUuQIWu=|`Ex7MSmhH7?Xq=vOj+c*kj
z`LeAPChAxV6mQS^Xz+9hZHV|5{rVgBQ70>mb1>a<s~vSte1y?-LG-hg6;f#S0j^rm
z)2uNuJ~pPzW@BCvV9zI{SML%VO6Nb{ka4&iKkO)2kCQWfw7Ty@Z^w-RE1{2TxU>-w
zv8Aed%&!kV6*B)xCjFNsF;^QbR0Ujug6ouIa$^OmFAymr4mwaoooh0D8zbBpQ#n^W
z7*!3=a>D0IFURXzFX#1$RLdpHzv-0pm`2)<#`{L>e5#%Ju_MmIF+QlBZ1ZcBA~Cb}
zZ-E2CY5dglVz9|K$CCnt9FibNV@d+Vr-J`DR@didcfq@CQb)M8cJNiV-75ackXUZ&
z<TC;<gdz5&T7isrGt^fjUN5I(B}{mzl(~UaI=O<ovNc$#pah;DH7bGf!ki#)l|5AV
zI)q^mRT&Ie=2%~^No3Ve3Wwi3sxLA4B&|RUJzpsNQ^p7a>IAe=sL3h%WZ)6=nB0@M
z>-md!(+IUgomX7SaS{O91xgTNBB4#$U>`G`+$3unHjr-m-Q6p1&q~S2JUtnI-NZ<{
zYR$;yQ4mhxt74&?2av1C;G604cG3ILs&p(t5G;Kbw0wtkRzBd@^1pyJG#RwCh*vPU
zKAuwOmLjiMFIk9J5){?k-zsb2@7Rz`ZDil-2!V|hZy?VTl14Nk4A4H2D5>fV7{9Wu
z2|YQt)P~_Qz@1%!QU52cp^^p;Y)wNYkRy~C?YBtA1k<h!cB%g}Wj^@^!9HkFbMrUW
zo}{*nnfSRd_QH_sa}oIo=9BLu*VCmySj>>u1MIS#f<sJXP`rWCsn~L-FK0qdSQR$6
zQy&ytXXT6K4L<3K&Ol*(zeru@P-vyA_z8-kvOM+xmc+BcZ%?N_m(HJz!a5;rt`4Em
zWwR@02jxq&DaqpHZh&vG>Zw4ncz5or#RO;A(V@vC<KBWHxfi!<UAQdXc3B7rrtbPf
zf_b`G=gMO|YY?|f`=Y)bBH85c2-9Re&Y^_JbFY*#{J}5X{KM+tN=iFpt95B`_jDwe
z69-POnEPcBt(b2=WLxMrl6rCbujmQB+P}f+?}GHa7O_GhgU>ea*Q_n2$IlXk36f&f
z^_`RgF*(8Szew^G-}xt-T&F9Zj8URj^dis&+I-v!#Zmi_2}tYERjSh<h;>FonA(8@
z!BKH>wt#oilz)XJlk^maf(}9j$_BHUp&4!x$^>ImNNbu`SCgznQw2|4nm44JQC?Wx
zvB_A!bcmtgNP#oV1pDeZi2i8);`oP2L0p1Efs;v@#0BeszzE11g3UIy1T;Zj#Nmz3
zn7qlwX0%Q&Yog8`sVD2MbI(1uDFlL~UV5m>L*gm2L$g|4=W2txiGm+6-K*vBXaRA9
zIXWW3$kr}Y9!-mhth1x*3pa$Q9~sf=x#dP~*D$|$G-PjNMLUCmW8?XX+UQIO2Um(e
zA_?hYm^7H8NJ|sOZIZ-x3)N}Gmh4X^<*_sx8S;L7>JVZ*0SRne)q#<Fu1jw1vsfe9
zY2*YLa32Q@Gl3M>NX4GcHA_CFsGNliCk>0=Sf_zhip!wODBtIcX02?z64nvcJP>l@
zFf^w`bcu~`aI5LW8jev&CyaUV`x5scGLS>bM<Ag7>8$EN-V8}0@+xFxWxjC9Zu`J%
z5wg7^GL~8mDdqf_jS^a9fhvnVOw)=HKSD4r!dAZ|G)_N4?m`rxmBVJ`L#uMk!-og6
zTI0imt_&5wrc^R6;3iPD>_WBO=iZx>{vfGFTy6m~F@(doL9EG0jYvmN{@X*3L=gJE
zzuHDp)9qxg42(*qC4RtpZZ+j)tHK&F7*br^ySs5j$>J|l$>z%NlshSun#9^jN4tND
z9l{lDH;RXIJrG3(1?j@_#M2n8LZZc;QZvu>B-vwTuwUzb5XW;fvZ1|d0GGW|$MO)V
z2KP9@nHvedp;tDKSte$<UzDohJ-*#xyp2tpYfsC%Xwlw{o)KayGW+wG10<5>hVaA#
z1zkcen8iEarA=q76J^)1e_qHKclI_$Ay%FBG-9Vxn4+bZOTJAUoG%k4S4dxPu|bdJ
zlx7~KDDFylFqG!Pt2q(2<pH{)yWkw#=zK1=zp@aN?lRVz0s$H2ClYp*1l!V*ZGnx;
z+0c*l6{Z3$rLfrYxWgHk^aQ=~fTnEM8>#;h0#XLw`9QWAiKxT|jKSgW9gBIx&P4x5
zV}Za=h9zo?LI}m{!j9HNS`OVUIir0NcfZ}MkXCM3!MlGzeV1UkbBgX@!k=2+hnVqu
zjHkiy6Ps2(0^8k?7)l!;|1|I25W-Uz8>Vx2ua&T$%Tg)3BZa&9hx$@1B<L;+pJ!*-
zk|hq(NW#vvIK_2mR8IYKwMb2k{~Sd(gti;aFx(8-Mw=0>Nl`y>&P{-UnLF%RpUXP~
zgB^`pM*Rc}H;z%_C;HQ{{M}X(kMlNeM>VH9os^7M8T^ah=g*968Rr_&*g%A%bMlid
z6*TDGUc?L8K|#mk9Y11;m;{`BK4MdhffS!0crqnLy=&qdcx<Nvl-x~66(<}Gfq<Eh
z7XWZIqUtIsl1nb1mE3=JCq5pa`XnBv9*?ceE*nv4#nJ$XTO1}w64i!@ESGy;CS&}Y
zdSWbfv$WF=^ncD@uytdGanVmRHFbljk|35uW})1W!wI6)%>B&FTaiX3^$+LELfTo9
zmO&Et7&ku4VRY0JJgNREPtRz*hZgK%Y!=gw_*qcSg!111hO6)UiT30(T(*4@8?v=n
zr~qav2G1PlPw@hL^WlX6pED`MRm~8$|Cez)0q6do%Y18k7<W3#oyZBvH)&;(za3xi
zb~UI_$@_sm?h~Ut(KY1$_&4EK<@Oj(+Wv16ugKX195FOh<AZ!x*Hf!y&v$QfVyjP*
z2DG|V;ks34tQy$U!eTUNGe_s42TUSE;!icW%<|^A>;Xnt><82E7fU0F`l=S>d?+g8
z4kDW~gXjy8zn`K+vU(Y@e}sePqJq5ca7&Sx)|xCzmc=8TA8CR6bU~5F9)LE1$gCA6
zE+6TlS0bEQ-8mY8L+NU4e2DMPRU7iIY;DXQr_ty8;y~)>h2zkMCM<;&U}Ul4|2yPG
zgN1l^gEgNg8ZP5(=3H@@3>W$5u(8m#{@P}37n(psrK2c{A5Cf`Gg%V?U_bR4VN(ce
zX``5CevH|qWdRx_%&ifvW$7<29=k9wz(6)hqp1*WONopkZtnThlD4wVX(G(Vg-3WS
z&$U$yW4`KHCp`o#(AQ(bWl5Sfy^M%UW--?WF1as_8!&Itt=O7rH<a98s;3|)#Up4X
z8{I>*BjHw*L@plwz;HhCRW5qR6B<XXjp5E(VClZlMcMx7!Kfc?F}2<op!w0pZ6;&-
z2A=}6-;OVInx7|edZ0hZv8IaS7u|EW@3@_NTlm^+Uhq1N1Y+3og`&jp3AR6VO)_qf
zY)47ogkYa*ihrG3F*}QneipWSUdL5FgE0qpW=a~OuKzB}`5VpvWU$8IkPVN2b<w(X
zoOqST9?3*EKd9#&Vqq?P-Fad-&;rZc9Y&?ReXxZShI%>!B?hrd;3!W6a}ffeMTEXt
zJfa&fsqR^{r$qIgjZ~MJo3@d95Y9~vzQI{_kRqgHK6GoibIpElZ{t>5l$Ym4c35sd
zx4~L<m}LU1zt5cB4#v>F_88gc$ugN;OV~=Afh&&ZaV}Uvmhn2GeaJ<Vqee0m(y@JP
zI`dkieGY#IW3%w*hSoXHkb|z|52Rnp9UJQhK7Yh41WfG{l)~nT<9~6k3WEORv%d)<
zOQM%dwencwJlHwA(>N`w4B57*svilR<tG+{0)J{BV8JvbmHAiBhPVE7xYn<(p*dk_
zljlb}PeRj~>TncqV{mOP;>Bsy=Jw^@_R2f~`ScJnj4df7z%s7mJ9?{q)VHj{mc-mj
zys4RR<!$IN=b4T?Z@0K7L0yp=Z2rx*(S3-(VuVP8G1^i^jp4rp)BmUv!BE%UD3KEi
z?F8e6%beKMxy|z98Pr>d9#w&YK3(<Tl+iwCZeZ6aHhzt<f_5j0pcUjcjGUP0$3-TA
zyQer+Uv(BG|C}9U%v~r5wo-=H^bo--A@2@B9C}%(3NwbU?o0*EFEKYetn*Z9%GA$i
zrR^=469*^xBlgXXFe9%37Fw_F`Q>dG7#yk^+pRq$Ubxw`S_@kaACzvBzKDBr*YyRU
zK0S5|JA0w_QdFmW#t=~M!rHRPC8sD5p9%#MuC(4-FzP9*IjPWu5hy(+m;}}-^efx8
z2D0|%-a^Rqi)C*7t7}O440sF(j5SSn$oKZL6N<k9?iQ@b<}V@-jAw$Qr9P|{pLXKi
z+nkG3!R93huezE8>r)VESJEv{PlFqy2#Z6&g!c79)yF!uQklPOMlOt!w|H_wch5!T
zEZH{Lrby9G)vT`%Q`6<bd*eNB=q~p$F2nlb<Xh(dlD;=SLk83v*CW1NO`e8Twc?&p
zRZcKe2RB(0$2;%Ix`{uVG7$f+YVO^~vn}|wniUpp&;RSgtpZaQ>TR2#81qv&9cuG@
z&hyT<<Z6Sg<Q))dVbm9Vwl);;!JGbC$&JWV7~#lXm3ZM^=h$uP^gF1J9$AD^xkRMP
zaD<A-v*qaU_w_jrH@@H->wi#n{rGV`-x=da>T%p@s!@mYSXB(W`ITWjM_m2cgmJE@
zcpB572;$cux>0JYFb04C(URPSQGPhO{?LiV#?y8@&i(0ejGT=Z09$>~cHrjk#mhFi
zpf>`8CNjc^bA{0bxpR-$!$UC_P%0Ig6U8q2dge0W_HU#7#=sYTwA2u^d+s5E<8&uI
z(#vlRfeuVM9I)9u?&uTN8wgFvzC4-P#2NT9Ac#2Kk!%|~#5VpHN+RT)G1_uzC*8`U
zF7S`8_bC_3e+Pk>7_o!!-Q*PxQ!ftpMW;GgP&N^IL5qQyT^gPrN3$<__GR0Dt{86i
z(;o(OSbR9j4A?%PwECt>?s&o)g^Pls!{k@6?OV&Jqr_)+7)rrz#ccZvoBv|E<eK3>
zE{GRHJg)DC4-9J~aQG}y%4-0p8G>C^ab3pJX~_xa;{Kig#UNriX=kAY<F|x!$+B@Z
zMv#ATGh*aFj1YLwl24*}=v4k(+CqeN`^d(U5*x~6WRG(oqwiX|=D9XfpXtbn@}szZ
zd*5QS6)p70wEV2BAiu)4vje753yG)G^4ktXSzsgnenH&jyw%EEmHGj*bFAg3sibij
z)ybM<Pxly}6uHZ;O784<S^MmvtR^6b147vq@s^0?5QeIFINTDbXEof77ID<?4jn#)
zs%Qx>A)vIW5jRW#3-Cauh;V6qpO{?!t`I5~{w*xsraG_IKJO49eL3?5WIAMq3_2nZ
zze>zOxS}Dm4_%>#y8o*=U9n6XsXHsd?~Ycl`U=-<VEL4DGbOxRzHCoW6EEv@9MlEO
z#GXT?C1J+1Hdl4+#ThzI?E-eK$c0KV!ympL4!IE&$6E5NfTj1GOz=OcPcad$V?O=;
z2dNhs5oC|`w?n&fh>hqS{Nx4tBSjFN6ch;&%cZ*WH{5#$);-ek6fOh5`}>C*W2P+Z
zD1MXlde>ePdy1%b^daZ$_ye!Q<$|=8f^=$SYZa_m?y{F(kAAgCx195)dv&E&OmYR@
z_*0|OwS+k&3?$`*YxUzJha9q|?QJ#k1%s_xv}gZNA-f?X?!(XR3cJNevxwO(vtxM?
z$|$yZJ5Ox1NAR1hBy|n<b(8_&Q@7S;fi*jFsKYOAn>fzql3hs|+Ci(|#t9+R1=<t~
z+4(co@%-M1wVu@B$Ntq80`6@)nps<Z8}l;QBy_4}^87C$WaP3sEO+rx6qIa8>IAQv
z+;mar0X>ge){x6MB9u&cK3aIuiccc=S-+8u9TJ&JiBn6a9Xl1ve*ez`D(01AJnTSu
zv<_iupTx$Mm*ST*e4dPI=92bc=H8qF=>>ZkKwv+iX0`&j10XkW?v~nYa4D}Y+o#th
zC#HOCqP$<_lswcB8w09Je%Rw6HKGK@rE%O&C+1F6+}xz6Cp0C>OdHfPhVs)JNra}h
zI^?$)sVK#ejN^|rivZ{(AxqwGu@*CKwlkc!qhh?XVwX#S|F&T`L|<wc8wO$uNRWCV
zBF$|@*^a93G~yBLM~F4!?w_BBGzjXyScp%yqwn{o-#1!AnlkO6uLEg-8TL&*LN+H0
zuY3L2ZBc0e%Yh2trrtV~$ClZ4rL^D-T%<<vM%Tf;{c)A0=uT8G8JK+4gEk1TC*uAc
z481H7iKDBh7wzervT??8`_zZup)vd`o}mZ;Q2pyI@F&oFbzsS8`!ZV4Dro5Yx7Ya%
zXY2c7|B+pqRT*;mFM|S0Ab>3V?;I2EY)J^r|Ap87h=#C^ZjJ-FFdvNeS$LPWv;qH)
zCZ*|3P3&E`@UV;03YS!~kRlfp@7db)xg^n@$Z~$@jkdiQ6lll7n{q)%JsE0`O0_hM
zibukY&XQ6z=^|`sZzOmZBHx(06=l*L|8v^X89Kr%S9Tt|Ex7WOB7gR4EvjqHV92r6
zI_Riiag0n8ns9;WO{8LFM);ilqD^<0(}<WeLobb)q%`*Bk?~4j_GFRz(3{KAv5Bgq
znF+j;^G7+T+3g`?6PCr4;<xov49$76Ph$8Cry7U`vu92VriZ_JD=kc$asM7<0H)^f
zX>%QRc|T{6GSepG3jHmVtC+nila-dYCOIH;22bOzu#2JL71WH}m+co{AV{(12|B<+
z4oye#Y+T`f>XDd&8VX^26`4c!P^p-w8Tt9k^o6__uhq&h)jGw&CgUB|?x79MTy=(W
zS|B1gQ~$ug7XI9u!hE0h7FIliPs*iz&qoZ!Y2>m}%p2%lI$Ckl4vZob0oMXX?mX-a
z2&$pi2U3&oz$)0nYP2-ROr_m@cwG!!q7rO<7GLS;*)V-OBpT&9t((N|k)eT<A2dz1
zv*N12lRiSX6<w;?cz-1`aN*Y)x+|P`OnnaE?Ck`F^vJr_Xu}WWub&x0-tkauf~V9K
z`PustA>B&_(7`+rP;qVs8z6^1TBjJNeiH~8F3$OK5x}9`mx&tO<<c+;gr&qvU^Gc%
zYw!c2_p-zU>y(_Gjih4a!EiEJIPa?Y#QO@nk&C|Z4LXYr`S>9aMwyD%)x+iAlOu-`
z7Y*GyvD0qGWA^{W2?JrsrV_R}E!Nm4Ls~fRBJp_MBk$2^z=J@|oH$d1e$9cBR)BKi
zjyJIXRqgR~N^ZkoG7FSsK%4D};4|7eSmB+pz7@A^PILFt=3+B-iTamJzT-^X{3Y5M
z1yY@JK^&^9aG@<Jl$=T^vWz?}$0p??hHv+3UjC%xD?@{`dw4XflrCql?!AtM<qPI!
zAZzniixD}lCVn_eW~Qj{6Qz~3>t#LMa!D+Y_}U~<V`@}#E@h9bNE8H$j+lGUH9GDZ
zz)U53&foeU2=2I4ZUTGS6(iS-@(i^yL+?qooWq^<<P<a9U+Y02Y(-qE2feWUPUuO)
zbKxKoPL1_Cth>@6<@;Yhh`1aZ4E*N<XW7$2P*B>FGp^;G_@u8&uFYO?L0kk~Tc^tZ
zZyOgbs8fk-HmHf%c==u)EZ_h>1|iWSLH#qw@nxkJ<;M!wt+W~gGRQ6V7CkYUvQ%Tl
zqU4pmI5H&KaA#LSqwlJI9d4!69vpq&JFdQs{HSB7cOMl&OXc+rlBX4(2BUpg53c(?
z$(%-0r{#ugR?44WVH?Q=@{-ZQvJoVr!*V>c<#L>ve05uUgWQSTG7fb`!m`ff9C-SB
zM!gv+9<u|)OkBKju9DSg$;$rbq>;ZIL*7JpV&UAA&c+~#r=Zjp8!~2LeggZ1JoYf<
z&(=$0cGGLZQ00iAG<YoMb{wW%AYPCKqpboRO0-)E#|>vdK2(HLVaX_`m(L6>XiMtq
zwZb+QUe^ds>}Oys7Ndvs$GyBC5PA5smk>VYx_EqC+sXb-fwAgPFBQBP{iJ-k{sbak
z^!wz<U~?|mHGh9?cQj<!^St?lgieA%INzBSU&7ywI!KmS(+U~=9ty&Vec+>BaM*99
zh%~{Cc`plw#BfOl{*(U!zpVG0gqsTXsfI#KH#;mS*I%MpehEb6#1gk_chiw8e}?&5
zmj$OCEGeW2{KmF=KnXCeBKKdO`Vj9*xoBP2zHdEkkQUrL{?tb^#k>7sKR!qmNZ)Hn
z5J1dtZEp0<gphJ2@_uIG9g1@O2di0=+i|sP#dwpru5rW=uF?@{MQJU4`&mcalTJ}r
z|NEW{=;hBnAt>i&<Yoaz)e5*t?(87Wu3Le$hD^SwjousQ@!UZzPr!_Mn-Hc53#p!m
zza=a1#1{+${y4${rVXrPuq>}q1-EuWZhEXgYn1`5n^=-H;WadzU_fu{n(5XioT&_)
z@;%J0R`*VY!9RR>I7L;18!{Q%?0t|-G%k5x{GAyqk%ddH2xr3aYo#K_6JGY!XZ3p^
zC74+bLpvANgB&T-;_*wOaU1Gk1W%LofRn!et$|_u;v!U8DU<~3i1%R!=O6StGoIu1
z(?J(%DzfSF=$f`pc(1tM`jA_oP=uRvfGlyS$|0~c(fH3+^uyp5=7jvyhUv^cwCrI^
z)0)vp0{p>na&|_PbkV~*%?HbcuwsIv!`^+G5lmqKqcDPfnUfcs<g*sn7YP?99_vfK
zVcB>6*`<i<+Z<PtLvgBB7cqyCAdz1_VO^tXu(Vf^#wyXD3T{1APFTH_2srtA%!eU~
z@lorc2>$^wu>4xFsD~6zbA9;~_neOSuegQ{t1zGLFHdQr`D**~V;fv<2gh5k7&ji4
z0=oPxl}lc$Bg2Y8VetISzla#ua1zHSRd&^)8^4S#AUW_`1-)a0G7$Fz40!19osEL_
z$=a9G<P_W~HmaNwv+_d0uNs0Amv5?;e&78B%El7??n?m^Fw&>C{sk}mzj8VJW#hZe
zG?ri6v=3R6+;jXb4$2JR(WOl8=QQ9qf8TO@RyN6!tZ{n|e?7e;VG~CI$Z@qaJ?gx1
zdz>IdM&hx!_X+PveMR~s%A|RB5gQLpnRw@94lAd7EA%;rQhyf%b+Kyv7yp0pIgl{K
z_j_Pg*{rPLwjwIbzzY4Sjmd(jEM+sH_mj-(M!fOHsx0|WmOiwu6YevlO^#ehCE!6G
zgEbA7a53?1LPHb(N(VnTydyope^E2Rv@OzL=SQrESC?yI9PX;e^x{g1bct<fWeAlS
zOrSQJ>>I%a{I6{(mp?qZ*VOxJsiY|+WW?a{>-?I{Krhcf?gzrn*UrIFHH8u7i8~9X
z>~nuV`9iEuQUD4!Lsq)jOtK9w=ds9H*B7u0cy_-02$HRoWmE<dIXQDFQ=Tp^il5Dv
z8_^n4vi8-D;#vgkV~A^8$q}e1`i9lJ-EdGF)%2h=I_=1igLU>QkQz~)zDePCBJ#SC
zt&@l+e*WTJ+d$~)R9jJA<L*E#?1Z&mp%){3_q`y20_a`sbi+A>_MFM#w?CMq3r}Ru
zv-@oATQ+rlZIC)#(9k6w0rb9+L5xTa`k?r_2o?-cP6&oh5NmYt!QD#0ir3WGg3+A9
zwbu&Kwi?Ialq5PEA-MU!qQU3Ph^T7UuT>ELR>*Jg)M&i6tI_O)H1w1IbWI<|A}b5u
zb?QdqZ}yp}&Jxsnf`?buz^({HZ{ttcTrDP7uvw52whzwEM(yoYYcRUden_G~L_#eg
zstiXvqMxnc_Ew&Qh13bQEEL~ys<K)lB?u`L&-EShbujkzSI#$B!+I;#;2NB7gh<WA
z8mciF%e{SCQ0f*b621t{wZKCRlZY~f!oMvHZq>?aATh`6Tv>~`@0ohxDg~ub=0;3A
z1%gPb1@Q6G@H|Q5kFCqFb1H8_j~$l9tY~HL1FKWvc>g@U(25DjM?>Ii+{mOQv(QZr
zqL{y>|CWRl1&+lfbPb3XA*ga{Zn%iXz5Gp1XRVF_$~~{1kIMhWSHZIZD>uAlu8FEA
z3E=T^;~n|Ho9rbMz$B{Gg#>rQ@S3P4aCehbv}3-5w;rDucpkaT@vLuqK<}=mN3M$y
zk5>^Q7~)V++&5TPk0_+m?@t{->s+T0kEnuEd1i7Y3SZ2@c>a+a*)T5Ifjrqz4L<@9
zc;<Fzw~_qNmL*p(&Hm_hj0bavX&g9RJ8orb2O5+Mg05)}R1x7Il${jKPC_{6OfU>I
z!LXIGNusx3BJ`VD!cbTuP)j%6-pGJ)D(ZohmVyA|+8US=g|-_LoKtHnQreV?`|6U-
zrs|8wrcxB)RqR~@ZW0(dOK6-ase$!VIEKbI@B%#d-id2NReiYOr`elBNDMQPL#$ra
zZz_~DX5-aXq~5LJ`5;_*t+<2iwwzkKg(T9Z|9B=0HdXcMMV+LG`snF}n7I%PiQoS}
z876*0rY|k(1YI(tX9lv0hRmtTjdI$TIf%3s$~Ydv!5|(g<dw3LVih)*B70($JA9Zx
z-$&8RZ>^B=Lp(Od4iw=S@5|G0cE->A5q-$}#yVRctx$U!9E-e6-ZG}igw;)bwP4))
zbA*cv<G<0s%=Dq=ZcGLp?VOmcP<CL&n!sH|=(?#Yz6%0>OA%FDQXqcgc^QWlZ9W{%
zulCNZq?!>Lt!XJaHI4pUysmDHhyAPd3GlFII=nR)r-W~bB8!*9DpuV}YKeIZb5b@p
zH+6#38@-%CPt;O`z@|3{NieT`W#!=u9=^Y{f?n8<s2iVIRVEnmNOreDB>db-z5`4K
zcr;8*!JCcVw2b)i1I$D{VYk1PL<jFzb5K`><Yt1zxdXv}xGnG{&d{Os-+HVV1{(?D
z4};2N*HzT&$#1L;pTQdfmPV1%a&0Xt=)_zX9n6;TUD#ENSOrklJ5?1E!rF?HaZ9ei
zthFg#z{Lr<sX^g&|4<UR>Ep&3O1fghDQmcv5dCfSc0BL&c05i_wwSlXo+?VtsHc3b
zz3j!PWY~>bI^;eW<%8Zyvw6qJ7d2~}4IbhXM05cb;FEmvH~w~+Lj__*l!5Y``+jiG
zDctPuh3WcD8tL89#<tdX;dbRnud}3C>GM6{j94~k2iDcXk-bN-2`Fwz?{d({Z~;$q
zvAlPoXjM~$c3Ijl7rq0chl3j_eoJe}_C*vQh4$n_Gr{)8)haq)g4+5kkH%j-E@?Xe
zQ~w?E`+hBYa2X<+c$D;ydL)n$Ygin!&(nzu?_ZH>2RrY$l*2>}g}o3$QBufk%Z7Sc
znPleJQgOjmQy(9GgnBkA#}=8$cpBzATQnLb9xib1e2v3GOTB~6CpIE3HWY?4n`bL}
z6k>Gx2$Y?aw~9IP7NM>}gU_aOyLsPz>(a7%d2kFlu+`B?>~sdQLk?58wfR!wah1K9
z4`+||jAe>Wh9sA+=LJ<4JTz>!ET#Xd%-Ec0dLrjlR|LANXcJ|Hg!1qPCz6h^D-@RR
zn!THNt4}=aO<~ZID$V2Xkdd@Z7*_qMjt$+=SOIJgZAy|C&Y0*6C^3=#zE<LwYY`ZN
z5;ZsfW*JCqOPh{a3S}(`y|@;Wn`OFuKX<-d_lLy_eLTgg%Ff%vL;)ihESih1a(;Ip
z<bqRWW5pIiv2yx(x46S6IolZ^qVFHB;~Wa}^I3woV5lUAHGn1VdNA+rk<Xb^xj{$=
zr1kk8G=`jS{mh6$r6wgsto-&V)KDMwL%!0#Y(%UkxFYwC%%+&mIz^I5oUw1HNM7fO
z_rpvk>1r@1t2$X>M+CFQQtj=c@p<yO0B4azJJkLUT4KhZBsr;`oGs6g%uY1(($7jF
z*!sVA4SzSnOmH?sbStD;=*oCaG|M>S)?N@;g1R>FZd;z-QAnrcBTbR_I)o6REI(4p
z@dbT$^N*`T{8ZW+TWU&$y{0EQo!tj;jQ>=Jw_tvMl5U_rNa)4xd|)JcYn?zaJO}D{
z%wY#Z2H&hdZChH%%-qBa5++8e={qa=VRAt{Crj`bKKZ7Y0wD8O<K*bIy@+&vHm{e$
zv6Oyf{E|9!6>4+{q8(9C#&%%9aFm?v9bi3lrAbf}5*`vTP(dibnjEUeYDjHx%<R>U
zMJcXrUEF|O7IVb3AGl0rTvMIf+-eiQ-Ta7n(x8k4?!w;VB5Pqmmep<G4q0Apogk5S
zS2rh|*Izv>K37SOJ!ZFpzC!&N_(MHK@!6aIsc2*=LX(DdsOpNjkL{LTU~>*qs9%Hg
zG&L4DHp}}2JrFN3&?AO2tg{%c;3pymMB~5`b*}VmS9q$e@f{hcjE5Ng*n#P4=GqK(
za6CkJWo;*?x<SGGyu`>@C@pJ-l?nmUlB*E7HhW<S=s^eHLI=)KmDqWq_=U&pNL1+E
z?Xz>B$r{85K-1lL8On9Vd{X&SsPV1la=hQvSuGoY!5jLv7QFxqAX0i+H6`fs3MYED
zCUgv&uMlrFZ~_gwOap}*gNth>W6u|wCtgxjE<lBog~#r!(n2W5rqQOA90^3S*0%l?
z!gMAefXj_d*OV6BE;6>oqp2HXJVYUrH0I0aN79SHNCu@Cfrz@-QPqjG6`n-wRm8;3
zbnTMU{(|2qXnRU%EU_L^#`QBFEjY^rT^w_ip%W*$4`)(>3rOh|_n_1QlQ|azfGU~%
zr%XUT<m)k2%U3>)f9UGYg^}VR|JwtiF83i3uE^WU3MFu=03#fk!x4h~JwYwX*6Rmj
z-Qf{#Fj^zp(~@BW=z;i;8Wj!qKeLFoRMIUmBaTbUX^$Hf7Kp)65)$71hz_KWBU>$H
z*Q0$uxhj;C$lF56aCL(j&F5=7jEC_w8cBfy?Z*5l+!Cxnb;Fa`62|Z&S7B*;9_6<j
zPjWT9FR*J27dKq9BH+U+B*xBUS?9(`ug>$(Lqnt0jIQw9593^|8(jJt=VXhwudNnu
zjO(liS4#^=r`;uma~&!1N({+J$@!1)CqK*x9sl4ReQk$~DlP6!?@;8@r8{1axUbo}
z%wdMJ@D@jF1u!37z{~<o!Nr`f#tJfujsy}hITCy-!Av0hIe3@cY?a9=%xH)QLV~TZ
z9$e{<J~Qlazp~j9kKa^_<>0RojmoeE=3jf7m7NQKn2a&0*|Ex6i`z{Ipo^}+DnT=E
z%Nt@@+E&MbD}-6+iQi8|8LHB1QGx*%6`m72(V<UpehtWz@yB1%Rm6JCCvHjG>&1|1
z2%m}4i62kG7ouGTS@ymYJa=RAhU`*h7M<vJs4RrPLSb6L{)a?`+iYNH2xM&yWn*(`
zz&8}{3h)-NAKb6NQ8HkdiGqhrR*CONKNqQ~`^%~kX?r76+4omGvSCM+m@>WC!uA5u
zao)NSwPo5!;^roV=0ddfF>Bw3tLk#crrxwXz%0ix+q@gY^BY%Nonkb>ao#ym>&>-K
zo`-<Z@HzcJxGc+z12hr<k0cW-{YgCRVN>2^#k$UHhZAOPh-3Bfcu_q)y8v==YXM+E
z4OK-su{Smox7PyVb`mvA|H;(t%fizd7+MDQ_3^tTKKH9w!D#b{fGEMTOnzahzts8R
zGjqYE{(+miJwfUfB{71EqNXHoM5?V;m5}uMfBGXrvbnSh5kJ-TL(Z6lheY4xa+np&
z@i+nvF<DQi;O`bk;`CH4{}3YaAaaDz;hk#BcpCKO6B=2rsus5uF8pr{5@DD;i*lef
z(#uep(;xzAsfkzToe}?}`^+a7!uheOgCR9DW$7(`RDsEwrl4yQ_b!QoA*=`iPp0%A
z9_)OQK0*qAyELEHn^Tn@cC<XWREfTpNlH8ke47k3z2!%ES(3@Vh42Wi-g}jzYrgQt
zXYA_l67UWFn1QetomH?Ak4DjZ^Q9!NK+x7^+xcohrWgeqCj2+3n|)9JKS15c;A=97
zm{QV(4Y->ll7=9WaD#Pn`z4k@DP_mQM1f^+-Drw$bWJ4>%X}5o(}Q0ku@z}kjTY;$
zw9ts5j9Gsh|Ev?wbyFhZh{mz#a>8$`X{rYOJ+X2q5=C8b(l?*Jy%PI+;yz7r6KIRy
zYsIO9V4JM6emWR!-W)7)h7SnyYiesmqGtU!8qFFO2FAtRRp{72E8$K_%VbJ1+g_Be
zy{yooU;Imwu$2rrP2P(hK`qNio5ae4x6%tqtQ;rYg(9J=){IJ5tAQu?ml1^hR<=n!
zoCrIsm5)b*B#(m#I$|7~JKZP?!lEUSpX)Fz?IKhtTR_Z|q;c^&2pE#gX~p1K;oCJB
zwxXgqtM`#CuV8#LQ=$HdaA1osHvrV96!iV&j)fh%5>95qPo&|p3G5apb9cJINt;g)
z=3#uY-U&xBHHrv~T%Uc1)9*l3tKi<AwPeVy75$IEGRp?G{6hsMW3nRLukC6hYKRyt
z1c4Cgl)_4z{u<!4QV`|>8#`|CZwIO*xRUU+B;kH!^{$r|>*uvf_(#|*mdZ5-RN7&?
zlUjm*BM2>@`Pg_}@Xn^R3RjwiRt2`m60)GTM@H<m1jg0<56b3ea68}_I8%-<!6v+p
zS%1zFoG2kKzH?$evDhqBPF0zkYOAW_;j7q#kiDDz1v48mL4odmAGS`wMJz{ii29nm
zb<hC)vo5QoDj<q<2GqyVS_5a}|1UMq8|8o|HfZFr`L3O;<xr0zC=e(tUW>79jf*c%
zy-p@1IW9moxyh2=3q}F0te~?I-c4ML=idunDIcy3WUjv0*UXC)bSKC6-{rUx{%K<N
zr5U6Dvm6&+Pf27-vii*TkB|jWO~CCE@vLcS5f4uyL=m9=k=V-OM_9ytLP*eOoI<Lr
zQHFqh_lu$6cmADUuM^VWIXCa2YXWJ29`Z@QKr*8UZF>CCXIc55I#-=zhnO4j{A&30
zJ-UrdHAi$rslMF%G6+nA*)LeysK*<O#u?MK$FDhJx1sr;L5q)@ji2}ILL>jAdjS|6
zP<j&z8eLsQS1LtSjgaAP|DiH-=UY7}?XiD<W@k8qE^DB0XEcBa_pdzgU4pdj-t{#+
z%+%l$1NL-ZUmreoDyDi4i>rgPGs{~l-5c6$7&y^h?>bhbH4sKq4%Dayl%@m(1+AtV
zh}q~&n9g;;>@2)b!y}$bioTh(Lm9BVy!_fjx4=MbkHco_6(tqbP+{=<tM9QxT|&n?
zl*adzz7R1M?z?WSn(=CSKGCNS^%MZ=#V&Bq2^<`>z9lFv6LojJY2U#0cL<PkUSLKS
zb{iZL>v%m@ZD_u+S8Z#jDNjjgr7&fuAVO+oTb`Jj!BT?l+n<XNaYy)##MhBV*AK<9
z%ltA-^yu2U_SXL`DkB3k#YE5r04|l6<Cy=HKg_Oo&uY~nNAdewyqzlxH?(K)3(x|=
zAWVi3an&A1*!7Pl3HLW~HV)<rsaaZvv%7PiQ&agN=7==)N7jTqIN=X}Qw|jzntS_>
zTQ{N6`<s`NmR3x!ci-5`_bWwJHLNeG`@N9ZrM>?*rCP0C^gF=^U7dc;NScm!OIzDP
zF~aWnEM7jLz)cdNQEg2Pll_;lO~(cQ*D@#kIIQCS$I&5zb-4iF=UM~t%FZgneEcWU
zSGE24!!93i`kJN<lsU0TXw`LZ8494$4(i{+-3H|fvbIK2I#B)#>&nmWCN$(qPov4V
zmzRTd_iY-DLKSMXC;xT`ecxBENokn^#TGfNi=6Oqh&t^K4N4B`r423ZgjCN&x?U$6
zTiZlNcYdU4<`!0tLz_veHWLdgt15^6A<rDHTw2+$Md1C@Q&NrL-=%p%7@tPlm<6PC
zuT_)KIRfcHO-abI@iAesv2a^kd~+K5@#p7(`a>)j2>cJ;9|up55xHpLIhV2(W2bN8
zBHhZ7GDkVevmdluFl?`UiZn9z_6$wU%w@90*V3BZb|BY1@2eT@21HTN_aP@EqJjLw
z_kW#3cL{pKA6;D`p`b{9%h8}Fd>kAIw;iwT$>o)^m`#(y4bS8KCZYwdyMt;V++3{e
zEy9gr;xwnuDE>N(zt#1`vC-Y0lRf`b84l$&F0=mv@v-j$dtfP!s-~qyInjkMH%~|E
zMG%*6*8=M--Xx4Qa4_0*;QSc}wn`Ti98BV=`MiG=Y0P=IsMKa+r6eXgF&cdq^w?P1
zDRnBI582Y*4pWDdRayRi?%&NV@QvKJ*{zKTq)hyPL8mMJ1%Hjr2GQ2$7W8K~?xQuw
zAZ<4<55F+a;u;L?J!f!jZ7u3~E^bSNxQ!gSWnWG=ob|b(wN~uCH}}^Mw3J%WAB(@^
z-4e!3j5oO2MtT$zZN#n%*)nORNPMV`4C#ngDNyR>gZyP90PR0ZA#cf{p$ZtZDY0;_
zoT)xJbeUdr7+cr%eFOe{uLK^ir6-CyDg$W_lqbJ)#WX7|8gCt*g#`l){r?3^aC>lb
zCHnsS7CJZXmpHCwD6Dq05$|@c;{$*JWTkvQ%LWr8G^PFYt}|e14`ksh=K2%-@Oyjt
z8d{sh93(NdhXB(i=U1GR5==!rKrv&hsPD8%s{jM^%?(UyuR?CG>-)BXoc#Q`hCICG
zG-U-CCL~CFh+Rc+okY`eIq{pT+fdfl)`JpP7rH!aNrNO0mb_vczTQN9aN}|K!rgl6
zb%jV1OG$5E-uA}JS*;QIxs)#U$^>IsSyq?ppJY)kw6*TrpVlM4GpCN<u<RZhz8ufK
zc({2Kbu}Xo$Km&t<<k=Cqp#VQe&vTXzm0C_4=pdFp`)jr5^rLlp&jh*`b3tEiMK5q
zuomk}Ah!m@wdptBvx7o}4vekHBbHv_T}{l)4n4m=L2g%<?Oj}i?|wWX85-a|LVa3n
zs<oLsz_LYcA$E~WxfVl~<nl!0<@?hfS<fv|h&=yvzNyr|cv5ILTt0V&gh9XnZ&i9u
zT3A57q%akMV8=GD_{0(RAK~7P>xxrcjSYtA!@2KUwAS?-p2<K*6s=qJ8>n#C`lhCt
zy4&yH5z)4$nZk>Rj>ftE_RrosI}<rKC+FYoi~Z<ZvN=m-S*oz{eYi<I*29bnD*Eo8
z$J?&${BCP|8v0w7y~Uv=zJwN4q(bR%JpG&V;qW;~JA%mNCbAN+Z2lKTrBh7yJFX=<
zx`vjPR7;uM_u0H|M+I}<hB5QF4CexQA-o<A>u$;SlkfTM1wA@rPH&E6f3SR3dt00e
zJjTl%qT&LlrZpRg`~9<4m*)bS`1A|8iv4i|%y48tkkB5m&ezmYVD7yiwc2p&n$3n+
zwo%gBTw+A}Z4<Q`Xe7DR33!O7-?uziKJ2wgO2Uhiw|;N6f5W4BkDc#^&u(BJ_5CH^
zLOvd(vE(9kf_O;uuNos)xqRoq4)esf@M8h6H3zn>v9oco0gww>sne<WF0?reJ6~J6
zDYn_s7?>czrj`~#lO@<Ro`i`COra4sH<yE;Jpc6MWEh#qxxM`d+=_y)-xOa{q%;M&
zxqL{r)r|gwMu1Y^)95gGt?t8gcNm5-n$R~#X<M7MoDP31q@RU``yJndazlF^h2l?}
zYa0evcsP5<#{ibOav+wN9{a<-nY{Ih&Arpx)y;Rn#01t56XnC!>Fcb#<jAnU2QZK*
zZYHp;isHUlVkTG5riakYVHnTN=)(l%zYeR<{o|B~c*Al8-g#e8&n3%Pu_B}JktwhT
z^80V3d5E`Z#HdW#;WNTFg^`gt)Wt=V26V0eib?>&z5t$pH+)a8Z|JU>h6iY6_2PQc
zFN9w5x9q}1)l)%9t^PAocL%~Dw@?Ryv*r=pxli7g>=_NIJf??dnW;SC8ydP@{iLoI
zyH8z_udjOQqYs@!GZ-To#75fRW5Xas&wP*^#5EK&%J<p@NVsL&PcRc@U;~r0YVW+u
zjA?!KYHe+z9~96a2c#``q)R-?ZFY8$8ts7*JBV$^M*}4lU@j_{fFZ%Cz7+KG0{Zgu
zhD1~?Y;}%Ryn+vBYg-!;5fMV;Ik1>+dtG`71Y%S{sp~c@7qnJWRX30*B2Z9Xo=yi=
zMLm@$uGP4toSo_k1i1eU!36c?RCwf|BL=`=EQI_mJdG19W1v$|uy;vL?`)2SL4^i;
z@@bByeaFhv+Zp0N6)Zi^qBdmZ|Kp??`Q$-@6)G<PnkZ2x$KsV+CovTkCs;ZZ(Klzo
z3KXkACB|U|M3>F)v|cWcKi=27OGrWzo6}s~z^D5=G^d}bI?k-5no0?VmzVc$3ho)&
zR0M~l(p<s#CU3jLV?XCsxQu|eU`5vJvgPkstt9qo<AG#u!Fc)mR7Zx}s1n$NM51*O
z^PG48=b<g9=Rw8O*IZ=WL)m!Q++)RDN<unXFGOYuQK^iBWX0a0?Wy0`*cg=S=Ga(V
zgcDX13xm<~Do<#Wql**zHIS`CXEH{gUGAbOV5$UZ%`+r17q1Fk=!*E#t+y#4mOuD`
zf`Y^B&$>vwE}F7NfwVF&T$G)7UY-i!lK11uWzOwNd%l_~=gX|C1v?V2vgWeVSF$y>
zwt|hv;i8{6c2ZJLlRPqsaT3hfHx?Iz@VNU#6-)Rn<y9a1xL(vA>&;yhD>1v|vxtbj
z&-H#k@VB<M?T6ny?~Q}(LcQNUJt6u1eb}%B(SCleFf365tpLm8$EZ{+efIwTvUfZk
z|2)!LN!-m&H=rx;=h*;JQP&=BJ2z)lg4vkxf;0bJaD9?IWFj}Y8ppfnCFMEq!`7Mq
zww8EbQrJl=h1d4@5Y$wIX{vuCOy_y5C}b^hf65G1sSjs9!d&{*HiNOCq;Rcdtw*0z
zCIPjwUKZnm>i<^w^x{$_@X5kmReg3c5n?+IQcpIuCywKPr024-oM6pEq@i!EfV-M!
z{{Dx#<ya4yb|Pi=oSL;XA0^FoWo3wnRR?oT&G`~>vTvhu8{j>*QRVI>&3d1!J`duJ
zh){7lTX}LDQs0<-{=!)f_eTY-t?h=O{pBsVycE(F<kR+OP^Y#8?A>WOhV!qnWqAq{
z2|c`Dpu56qg6zvR^(QX4rm5v(WpGeRBfjtDv76nJqtlGl@wycE<7L=gI3327rr_Ph
z)m1`61613457NXnoszX8;!5dxZ@Ybmu;{3#AwNHk07)-t<*4vdR?iCCC0>F;cb*UR
zt$5X6{!8jq%kP5VJ2ouLYfu^mg(bO`4|Bt+oB;hLkJn`?BBSg?()b=7{RnEx_v2&#
zgn+Q5J|xqzIrP5Zz;Cx*AI1)M=`jfZCOMv;koc}cG3@K>D`?b<RM9(`s|fmZM}*t5
zCaSk2#@f2N<uyyn7>OO@0r~Xv{UO=ka_Ttvc}E<*G9Oi4odXm+%d8O}ej5_?L8C?c
z^?S!(0@FnDf&#6Ybvl#YDM>;Mx3sB9hf{$X({(B&@2`U$+}Y8e&%3tg(Cf=*NnL9z
z<{Ltyw@A5}R|~&r)?*hDk?jEI(nXDzjds>{NK?-!NJOugU;)4Q-|haS4<B>8#wB{4
zao`&j8B8PqHzry-!y(>%43~^3A>YoOad_zA&u2jSvEdkE|99eoSRPdij6Ta_(>)uM
zQypuK%Jp{-8RSCS5HM<@lTuQbXk!|W-~nZq(VX4O)1=crrmkql;ycB0H8^g*{8cL2
z=|$%ol8Q?snNgk|0onuFdq0XOZ7=`!-x?k<P#UC8?23YA+Mj2vKbE4td}fw}@?;)f
zON5*WPP<U8fYOkOvflgci`id894@17o{O?svnbohyJX~0|Ml<8^3ukZsF~v<*TT2S
z(jz0y?Ebz1QE&30uwLj;P0)AMDMOJF6d>;yiuvxHih|)k5|yr?z2)8)79iwJ*T4k%
z*Mh$#l@E?tB3e27cZT<Ev7S&RN-N6ayP#4_pE8TECP5e}%@3q;^VwS!7D{G@o=Io2
z(<xH=TS1k8v_4Q#Ph-%=B3Huk_WEjEw~DEoV>mtfWQB64I09`Sfl1MolAyf~3*A6n
zk<Be-Tip+ps3~XN93GCZAS<=BLf=_aeJzUSD_Vt?r1d8X`#M^F5=>&aHz}*C61`NM
zD=Q{MZ**A^$@yx=e&Wl8YUx;l<g!=&&R4*?jVYWvTwRSm5nRosY&q5yuCLPnSa6}J
zbVjw_5IOSrbFFq5=m2-rE?qkYRK04nk>%Q8{=27IOk1gNkES{hdb{P@3)uYomIu}M
zjc6(t*MVp%b0Yx)<cgmOY-7~zwP|fss(X!%H~@U1d?-p-pF6e2TOZ?`<YkG4VJ~%c
zXT(^6H&}r8DTQ%9z5Tk}F+2#G#i|oq1{W{qw%VIuK>z#6{p0L6gZ1yfkrer(H680V
zbcb_xsv>D(09zR=bwKCbOXI@zG=`oRUVZ=FY(S*npbcqXFnrwSijY^`PogL>d;NGu
zMTPvVbLxr=p1{7FCyPQm$oM3$`}WmuswFhJUe5=CFUl8f?4Y!}K!PWzSb=jh6nrEq
zAKk0h{+_TCeJ{BFzHbh4gr=-X7gx6?6@eC^1x0m=lFBIrSA{O*qmnOeO>L;y2UStl
zv+ul9(VO3*#lI&6+keSF-jN9F=vr~5aq<j%uft{BjVxyT9n+3@trvg+>9)Z5)(|p&
zZEJSlRtW&?K2k#bRHKY+>4+G#7U@E;u+D_lsqnVzJR5$d|B#@ND9q;JvvuG&jis?e
z1DB3qaDf>F-V_?a&$ZBMk2a?~{i<}et|{>A%Vz%;LabR5mX)Bfo=ui_@oQ1c7m$&m
z+1K)R^$D*>{dC4<b!~xJ8Q(7`QWri47Td*UOD#-$q5*JHIQSc&zP=Vi>g=@qvhK^b
zceCttL=>&xcJ=)5^{+o*L&08$ZUVJ(PXqWiLO<Wb32@v3_FLmxQ&Z;_jp0vkem=jN
zSTL7=GmSH5Wpu6Af5Wi};DttwEnQuq5o4`+zC+GKneo39;|h<Hs}Q=@Dz?hy)UW7L
z0SZ*hNN4C~YP?mU8P4NPh&?;g=hh^B#oo7JP9uD%7dAGu6cYp*v~#0|LpmdeVDjGb
zdfz7hdR!~`kNo}3M<q*O<D1@dNih~}I2aV_;Qovl^5*{j6>Fa7CF`B%GC7CiU_$*M
zqnS8g^xsN*%b>WrZc#V5YvbOyySr;}0tC0<9^AEq(*&2`8l2$n9_R*wyIX)D!Qt?J
z@2*|v)ZO>isk;4Zbgx;nYR&4dUUQD|JVTx9w{lJSA(j-cK~~lfyOl8Ves%E6ZOGN!
zx0i?QJVcBX?ufE7Lc5%(G`9!4>F5L|U>7S}RYYyn(T-G2DkgQI#zGuR==#b@jVbk0
zLb(g`%|_7Q9*TvuS5iY0`kwTHj>n1%RaGIn2&1B&`1IFHhJcn^QuBP|o3>mbo+;a6
z@EH2<51d2s{li|aJ}M8ZZf>6eGmS`tI+Q+^5Oto}1K`^Ek@gr|kj%qukN6$sTZwR0
zK~UEx)8J?{4)NGIhL@04?^mWfIBiXpHTnR()&BWibcDBaCMKn!J#O<x4!Qup;xPhB
zlJll=$+!jOw>4xmezn`)q+@o!LCVr_lSNY0I7AK#r0hP-$XteK?!+hmh}FQn=4n1U
zn8vKb)0V1n%OgVZ2%d1(N0E@=TBr2<na@rFg6K=z2^_fs>)6xNkY57Srl$1WuB!DM
zlVWmlSoA+tL~*baXS>We7_l5SVKB&wh=>$ez?qhtL96q^Tq<uRgSBNK8nzz1J?tJ5
zJT^mUP`bk=etu$tOb=o<)8)N$-iSP4{7eDP1f85*xWz1Jc0C5?fk`VJPPjKpekvc?
zJQzJn$hd!iCUUWby{6_(=yzy-3topK@%Itr6=Q7Nk|f1$*Jwdu^5;iKxM3@W!g`>f
zWn;Q<K%11La+RtP3u`pe;p6#Mhd$tS4d=hqvK70jXYzP=YvgLDiZ9a)<~s2nhtk<a
zs3Ml9raZuFn^)c+XO_$<J_DuoKF9M0EHq(a^$cZdWUxFDG?{6{GXFj+>n|**4_d^Q
zAt|qA#;=<zo5@6G!cuqH8VY_I1<oBumeezFJlrjP9(pT%T1E>8+xjpuqq}tP@dKwy
zFTMqnk^(RMmE7vFg+jU+D@rmzDyXp;Q~fSC;61szG<_MhsZ6hIQg;=|T3QUUFajbX
z8po9QWk`pSE<L<{*?s$C0Y|MJOsMpIv$q#Au(O;l)9cTA{R{gdIKbZbq|m%1%66gi
z&SL->ij2Lt_o=_zCi$e>a-cTi_fgPcND_zm>!9sIv4GG)?<V#Z(Y0v#IjtBWNk1cd
z5axI^a_QdtirQKQoojUS&CK)`tbMS1aba4!DFm#oV+9dKyG#Uikf1W-I(HuF0{LAW
z9C$EaeazmstBZ}f9o|443O}h<KU@dceS|`sgSuY~UXOE~`7EM0i?>n_-6^T9ZIJ~z
zI5?`hcGTXUsZk13)~79~sq8WxAQ1tD9|oqU)oo=Po0_6mzCH>D`lZyd;d3DU4Q80L
z2`q<{K$#A^F6a*A&MDa*dqd17P3sgFOQWOAmP0bc7&MVp<a%P{2YR5xBu%{Rs_jWp
z6Zo=VZ`63e18EVkmG>5msnLGZY-&c*M)0tbzb9Rry514F!0?tF40R1S7MGUsBmO}#
zGW4@=?RK5xDc91%hMI-Oa<aYW$P@bJg!;xyQ7cx#Gslr*BEd#_%wnXitu*x!4}5(u
zxlp#JWJ%)fT^X^l{B*y7_Q`VKiR|bc1PYi<!C*sDy<_vMB63&v_nTXGa%pplhbWfD
z$LFb2C@3i<)qP_Z+x6vQVK=dLgb1tU$?2^6J>G4$pAevZs`NF1?#zrbZ0$ZB3H_w@
z<PfCInFCw~G2G_nVpZz_3(Tbt*?#&SbI)8D&i~~u$j%vl|Lc9iEKTHvVc_m6zLmf5
zV)VXYviq62c`5H!i>)maiL#0&??v(o`|j%RG2vlppBwPQp>&O$a*&~xyK%x6&Y@=W
zz&J>B!^mihBu_HJ3~NsQY1i&K;3+Yf`gW5riW+0H@rr5r(TQDj|BV>vM5w#D#DTAv
zgK9D&rDwWbblnpyCT;LNV|dT&qAiqTkzeoQN@S;y+S$&mm)gxjW}(28qUtY5ZNox`
zx{Q&ENOQ)0xpOEaC6W|)v=JMH)2V+Ow4_956M@&|?ee>cqR@VqKOFvU^mzLZ4TO=X
zRU+rz>e!h&R?i#r-m0i;G9B6i&o2^)`iyo}6SwQnA~+>*lo!|LGDvlU(*!#_$J!cT
zhE73`Te$&bO_j{E^sm=k*CkXK52hbUP}iOzy(hOX53f?}lt$e;j(Id#lM#dW%g^?2
zZam^MG~LDkiP!4^;2P@TrVt7ETQ~1bL7MBs2cET151o8Xm?D?znLV9Llz<=p4B4dU
z_|I6P*CJ9W8cD8Cqf$VRMSV$9j#rmi>!JgdfmCRXuj)<&>RUOXAhV!H!FD<-!rGbF
z&#t#k?pm!9A0KajV&~v>!R=LcZ4Y+8F>%=ZFC@z4IAm(p>w<%p*A6l1LqXIVn6ke6
zicRPjR66DW4;g;D?jX4$65DPQYji(WW()7LJ6S{ahr=MgM1va%nwvP#I4PRPNi5Jd
zN|*#T?ytQD$RH21y=eOzNNP6!o;uBWNrOeeX_xr8t-$nZ<!|3B>Vi{L(+R)Xde{ku
zxWDb`9!JmO)c&A<(8~7}x3!yC1eH!;d1NNYwW!|ehWIGGOa76Ld9BtX^?W7#d$>eh
zldSY8Phb3#7wADc{c+V7`EGBmZsyU+u6(fvD^((3WFJv_M0U01kAU>RPa{*9Ifc&{
zGEh~LG6c$Qj)-Ay_~(q!4OJF9m59A-8M&abscCqe_iW8LJ;6G*`b1$hDn0r0f`fW%
z*ITB4w_R&+uYoD4nZQn}iq?EM6$_=<1&E9(A+s(A>c&2yX_d!g*eV&&l(OA%Vd{6k
zim4JsRaQDzys1iuT1#-l&*DBsJvfrrE6Yob(zVyDP-9*y@g|+%?q?Z1f_+jvKo@Od
zLc&5|=FH7uK2CdWZTAyd@auW{mz(&KKMoSlhp+G_)MD&%Kl0j_`_7O(f<1b4d}jLm
z+jXgzOO%mFFg#f*^xx7v3OHnB%#*W$WFqWAXKt+60g7W2ch?okVN?)uc)96s^CI?3
zvyyW3Y~IWXhwY85hh7`Mp9OI2iHqYvE#QFHX9^%e<$lmi&#zy_IT9}tMbv51i8uE)
zlqh-5rG<KMV$=Kk@*a)1hN4F{T1O*{<u`JlRXs?V>0fX9I>LrFu-)6jFA6Y!w%I|d
zMLMD&B+7$YGgEnhn&=k_w96|EeJYS2DVi;Lne^Fa;v>SukJ4N%-UX@ZMv}vaJg{)J
zVS<O)F-UfYJR4Ue<Dqs&n0-D|+`Moa_W=e}Aj|sc4RXZI6}$E=3Z=;7_bFF@`@8S)
z?^$CT1pgfGWW0_#T+kFIwy%57e;ge$;eVUg|K**ZNA+zn`eEmsRGfqZvT6iU3{WOa
zDE|zz-}mU3zd5$9%G)njjppRMmKeW2MVWf|YV6ABqb_rlCPx2{;tnKSf|5Oh5JM{=
z0P1H0E2cS%hCh9($R(yy=HI`FR~@PB0A`j;w(YA5UV^V#v}C%f7+@PGzy|gpKQ}cG
z+YC10{@ivGh<|Np%+PPjR|oxiG0pt7UObuj{DSUt2?~gN>2`Gcq${GdF+O_qN8{M4
z;V>~Mv}tt42Hw*NlK-|%+UV%vwcFg2RhWg74EBFJs+X}XHkuH<gPbD;q8i!L;IHGa
zQcr9dAsoWpnx6Nt=(CmMM@dr-&Y8|!q9S2u#t1T6TEyz3;!`Jod^@)!>^R({jgKnf
zpn0J7d(1PWe~TekZ@q7xwy<R}2<s8KhNwk|3wk(6C=ErHmK;b;lgU+2KiOZD*LF3O
zQ)<H;zlv{~B#&h{jQjMly`>-{+t?b~HDXzBI*Nlr8z(sF_8K>{$1;UAUiTx~&?49a
z>?<axC%#>88|6h?C+)@MjM*lYh+leaek)0Z$(zhI+0yRUBRO-TmVCZE@;rW&F|CBa
zOw`DCD=V#8XlWy1$@3u5)Q`HqZ2&dmO5U2WmBJd0ss+&(fxC2DN#HUC2L_DM{?#VC
z%7>hlRgsb&NA~1IW3`OB)8qZKG;hS;R1?PA+y5F>D*Co9_^+6r?*B5Tr;-Vf%=<T~
zk7sQ~^3TR9A}lEI#6D2?Uzl=gFwFj+dXC6{u1NP=61<7dF~59P<-uj^eaoFnn>%nQ
zlxe|K41)ek^V~*|e;)K5rksEi|E*UR0JS2X&GB?sqp_)XX51j7b^2clQyc$Si?RFs
zs3Y&+*@Fwycz~Loo`pY*VVc?jfq?_Mn*UOn$#};Al{J)dIxkx4G>fnQ^sQs|VrT8+
zLL*mY{SOj4H5b-F@DBj_PX_+~?$!h97KpY_w?jk-@66YEMHW}|-|f*Y)^)sPC)1Mp
z7LL3eqx2&b^=uSrB^CNs76XooTQji!a&riWckxfIMdO>$7HAdL0I?1}Zw#o({b+S%
zw2-Oi8ACZdlk!&~b?4C8?wVA~sH6K&O@QU_E^dRf_rPQ6o~tx5GnR{-p%b4WC$z5L
zNy&T>n<YGD57`x{VsAu!mU(5!dX-j>o}|QLwI*{RQ%;i&E%<>*X;j|7;OJ$<MQi1G
z*xE@N+*1dLbX=$Uhtn*i=;&b_nDXMECid@7GnWYy$c9Q~etGuShK^ecY2$bg*0iHQ
z;V8eseyGUXDTC!7*fO%zZ}WfX?wtYTq+YCD`@<s$_f65f%jMFv6>6hoZuX%5|3)#X
zi*x(q*IDIrz7t2@Be`*2sgPCulnUfvA&dTY=gn<)9_DX^5fE8r7=6Wux?8v8R??A7
zr)c>71(%z-5?bj6DoduJO)GBwR#?|NMj(_*XwIvlr_I8?$6M6iMLNaKEvU@)u0pI(
zQLJUcxqm2Hx0dZ6J2rj><qnLTHJ3reqz3D19qz&q=wIKo^!{!?9}!nKVz*Dxe?yst
z6>#-Ye-5Q}mEb1wsul+v{1`<M^%Z3CQi&P6nEAg}=$7VG^wQ!sRBi=32sWC#myp{E
zJ+KY;6It~fYfl=yzHWBh>0MxW$?QeqHCy?dmLY9TF9=0ZH&<ik1sQ~RU#=w0E{jA&
z-MqP^_bsks-aJ*+BWKsqjMKF_ix5ILb+B!h&H{O#KZ8l{)Nm}L&ac0*`s43_Cvo03
zU$$GsbM-^{pA4ZtFBy=@tINx)72G|)aeiF%rw-AbL1DJ)@KgNgy+_scq7Y!Z3c}9w
z@kt^qN)?5da<XxK4;`MLD{8@N`esk<wQ^x;fU#`F9(CJDPr6J!S`BCOS%e{t55kr)
zCm^8cpQVvvj2H<%3f<H<70kzpwBg(K`U*9O?B5pM-9JE0o?*l7{!5#O_7U#Q!VOw?
z32T_4h3*M{rgQFQ$4t_6)-YktHX}Im;?=<e_DFW#ws|&Z5NxtuKNyPvMJ~DbT!*ui
zco$FpVLRbXWcd7r;$fQI6&*{qtr*NROR0v!QECcBq`c8EPdnoR>6x5V6dfI@=#q<I
zcGgpRE!cFw_{P|MB55vj91=>-F*sZhrv-l<3k|CFDugbC7cn<^X<auwjY&?!blzW?
zq@Xw<qrh5=hJ5M|+d3QwrD<E#Tc?>+`fuhFFYBwM4N{5)s;gT>sL9e8f?bM7GgDKt
zUs%%#Jppt1AhW%&7L%jXAuUck4j_)=(`(ncBPCY&2;+Fl0I?-~5?EDcM`3z<d!2?+
z^g>8$;~wzv`#k{u%~b6LNd7H^zc?I-)U<d{PpxAMDA!E8Wm3BUf&g&8yaJ2|L5@pm
zBV>AST;=~pe8MM3sc~yIdL<Lqf~Ba`MWk{V4dXjBGRRd%VR!1^P)dEG;RZoH6oeGO
z86DRWSJV479RHKIs!&(NPBLFt+NnkEHhX<<k`$(3ncrhr48?TR^n*B!>4{!2-_&>1
zHH@7vE(if@bb@-Cz)~SVSlsqiIY0{+-Z#@a8Q=E1j6roq%7X}v()$FOx!`kW$NXe#
z$rNq$dD~0pIP9TnR#=v!0Ii6+@eC?A1+#wcDx+WqXG3fR%FMlp#tUPX>+-VFj(Hz$
z$4mp|Em0?ev~_oeGyVUdoplXn6M|$s7JhSK7YjJSrk#gH%iyp%@0qPX9UWXhwb{$J
zOj2R132%!wJ8qGp-ap=Kn9Wayh69$Td*adjVW$1h6*RzPx>iVC-{Q-~y77k?66>0f
zV_zc?1W1m4=oD}DJE)UfCwXpoU~h#vYvn&BZxk$__{uUw_T>tVRXWUS)Lot1&PV&1
z9g4=w-1>{KAN=?@+~r`s(=7Q_V{Ws{315)env|Z4Y-63!!a~pH|FlwnrXL$N>byL_
zB_p^*+Wz6i-^_7ERl#m`E)G)AudjI%`u4;(0a~67G4{o{Nn@Y(z^DS67@t&8x;H*V
z++Gge+<fe&eb-||5%JDO#EtY?`qy$u)vS=u&I+auio;QI)K3-45i)~LPo%p0Nq%&p
zsbMw}(-FT+eg0}e*HUDc2BBVr^Jz5rYQFJt6@BlIwNeG~-1*Xe^8C5;6_SZ^gXRbr
z85*V$*(&~j?0u-V$!O;~LdBb)bNZ3fv846hQKoTTl%?`)kVHR7HAwkaWdAaAfMMkz
z6qtZ-e-QR1U={n!5iYt3-s34Xt(&6!n8T8<srguzjWcfQxk4h$M%_iOq}5Cx_h0m~
z0`f0<=|(Oo7wHHau((?HufQ2UP)A>SpD>b`rwDtKmYmAS|BXcrd=RlBMQx<c1|3FZ
zBD;Bq#3ghWUEfGA8HB3X9cXG)dnORcn$4_bs26Eu5H(45h|8>%NPlU-y(i>A_a%!-
zbzm$kqTW1b3jd~q`lfoGkDa=lT}(FW=k@^m(y;QA6y(-`m%zV0&_Ir5&Qrq$aD*eh
zluf}YJq?=*rz+Jp_i#{-<O0Y>qGdlx6?&2Scl(@|ZDi#kN03?y%yavGTF6QS=mXkJ
z&m-pEx=OuI8V6bCV@i89NjiJ3)ZabeS+o}=O|*d-$_QjBDi%GgEN4#B4~x(9_tQtb
zIdq#4uIl%8QF8yfsQK%1uNgHz<V433qC!QXh*9qJY^N1M|D%kWyumzx*y(?EQA4=@
zpDt?Rvq_9zQN_(FXkWFl;K0}YGPn-zjPR~XthA9BrNH?wb+IS^KXlZi|LCZTuHSUj
zAcA@T3=6SIJf=(z4WM2+7oMF0W>HiGJ~0!jClHMY{S}F-<u6ni*8fK*01UOPrnx=(
znJH`QKN@`p1=PRxbnztGpR`}y5k^ErfFmS{2D{%<!u<ThYGj>!+1W$!=}PKZ9@aC-
ze-q!^sL?wuC);INa~tkkWqn@W&!HFFQCng4I&F13jQ|gMy*DC7hlzv94ot!!0!vcS
z0%?B+s_V_jC{q0x1g|GPPx<<F-gG~nJ+E&(uWjrh1CpEygim!XAljz5ZUH=JHK~Zx
z7ln$0cX9_0$9BVQ11?+0AC(Q)um(Rguet;oq6I3d>A0>CC=be)2hJ~iy&1iZ(yy6u
zuI^jH!rEE%50$Ip^=A0HW*P=tJ<ebu)E~vDTVgS*Mx7GF>#-A%B%|CTgJnU@np#i%
z<oWmaC{2mJSqg%G-R&9MsQL$)v1q8>JzKy7f0$qwy#M(|yee^Y6fp7v4`-r}T!G@T
zcEN-s^sw_=t4*@{pnDX4G~;43_&ir8=9>Jm&gL^kBPz3nkf^WILW}D`dt`eqar-4e
z@MVfC#n>JcG>5X@l$KJxoWs^?^GdVWQ3fwG#yqdxmmyG~z!uekwtQo7xr9UOrUAz4
z<H?m)%+QHFESI_#=*a%Eefo$)$PhZq6c%+xxlc=%E=&v!iezphm#wtS@3}_sk<ocD
zDYizcAZK`h1it{_?dRn10}0*cM(Lo|(gcSpI2HLi!Vv$G+*c-(D<@j_ffgAH*wS_y
zPE}$$=DxE+AKSJ*0~-0xHQrbw9(0+7)$kr2ufoomu$*n5AlmY_HdKzDwfD_#D`F}V
z%!uDEjB0Av5}Z03qwwXv>fTVTS6x$9k|mB{(I@pJi#WOTCo%^Fn`);d6vAs6E8!J$
zewGTZhEc#0C}>P-tg=*!tlIw0jnc@3iJn6YDod(e>mun{#6M^EVBHNGKmIe4xS~<S
zBU7MBW1<$J9fwFfg_)COO}rT4Qe}X0rm9B5zB$n6e7kRk4KpkU+d8TMn<1H?tCU4c
z>*U<Hood}BARXdQEMGD}cj23|6`DfyV(=F#)oFQoCG`h1;huj!{7xL-Dt~1gH)#Oj
zJy;&d)t_)ygV_l!7|8^pZCjxZDtrwfrHJMo6PzM)f<Yqno5r!2gRLBjaCpA{i1?l}
zdt}U)PBG;xhbpaH!gzEj>3#*5$-tbCy{D)}Ta4{YO!G;X;6~Aa{{q4hH!tE&IdS^w
zt_rR!8!|}xUez&%?%vdK$ZVp_Hh;y2&It54FAIR74O6WhDRZWbG*sIjS5*XNT6dnK
zE<dbs2yy%3yN~f?jWzGDN4lCFRH<zYt{Gk?5fEaq`@3%a1wAfn`2Rtl(&H<v^v1R}
z#QxzIfOFO^2B*2|@A0v~rBdOhM0w8mWC%k6UZ?mI6&<A!Et7+SLAyCBggttUbu*8r
zu^hn*{UoqxUF1Q*j5nS})Bpp)4ka2-2?Fv?zP=Pu(WhuWodm^9yI6aGxr<(u>Fi05
z4t<^5oI}j(2ut0z6sa)g9XF8K^r|kW7eXd5_{!U64n=B;uw+0mMDjM>S8X_m(FW13
zCyXFxkAi8UMR>t^g_+`?ff9jV(X9qun^vj5OWeVyi{2`w|2?6}!0Y@nO6#4w?SIs1
zzAlQ~|LH#QB2ihIg78E5llBnvCU^7J%#gc|fLH!By}}bJ!iHeHjsxe?Y*>Nh*p3)d
zn;)_!+TgwSRt;H8(~w$?p7DoJ=1cZ=kP&!zNJhzkS~H8dW&~i6_2AlTe=4UpfzN9)
zYx$n~i`L$YE_E?8ZOH*J*pmQ{pWNd|ZfqYiy598^%uLpgxy^Bv#I63%i3Qt<re?B`
z;<SVF!tTOiYN30g?=R2dI)Uui99h2<(aT19F3@XuQE5Zzf08eU@2uXA-k)Ex<xNtD
zz+$u0<4?4i7KVwuEGW3ixH8q#FRYM|Nj!jWg+0>|M2?ip*5P{Id$VA3i<5-~zqu4H
zEBOP4IlS`Z`uCUUjZRIZ#w>|@+xWeeXvWk=Bp$vPcj?8Ftv6c8oTQpbf%*%2G!hho
zi$=0n`M!fLVqe9-2xQx#5LC*IG2b$ec*o4%!2;5p-=4b-L?4r)ds+Zxo_AYldyEGN
zaYRBV)@MaLSq_KG=&d<|=kf5H7bQP;iv@&3T-+wfMuXWSgdlTsQRe`l-`5V%QdAiU
zsax*fK;=1m(M^+Y0)d!)KlFz$#(SxPmILsoJt47Umh}^_&*Q~WMe}%9@oJ(=4!xDu
zeZF`8{9C`63aMoeeGg>w5qH>zxzA3rK8&}iEk?>Bdd96fEoG6(2HqnHdhHU8i`P<b
zn|YC1J}iqewpkim^X7^teEy(%DBw;r^O#@DqOcS_TkiC|H+p9e!UoBBw^i;vd&BR+
ztFyH_cB>(@scXY^)Rw{DrBF2!m<Rv)z*lFUPio^_1gq!TTUucAb+TT=|LfB*{$&6L
z#8^O0EFp@F9Op}HIB|Q-55d>_k8{lk=Y`(-fwz{K*8x1q#X#0p_2~v=0~M>Pfw4pu
z$WU1Y&NGIM+p$rZKj-HRRAOSZBo{vYR8@v7F7Qd}hy3vF*sU6p90^~7>Q#iXn+A8A
zEHHf|FGf@#w(*BDO}}e4vd3an@}fpLs;@Fde>rxE;vkttV7lt*+uXiGq6NKqB%2Ae
zRxeG63qiG<2bf(`0C4ySrjYm;4*gDG3J+U9=yYSu=#f`&l&p1;HyOVGU1PLumLIDp
zg4Pt`b?zGKtXG|QqlwlN3}LDL#tslo#1zBY*X`wrnEx@WvL}<;#cPy=8-4$TDi!H5
zwU%aPYdcb4H*763-cf!*ow_b{YaqF+`S!KI9TpE;w%gJnzgwdUl-Ihj_BXIclNaPy
z8C;YjoU%B7DJ+h<sU2a}Mc1UsGs=!!(B|{eVjl+GM?q@wNf><xk^!=_{(oAzGC|?@
zH$TIXF;Ja1qQ6!bB+N{Or2X9%_B+v_9Q`V`^u@u`scveMLCl7_7|guu0n^@L*T$%4
zkrl_4VRpIOa{7DGq!Do$o_W(|P?Ds^!*fV@^+z=})0lk}VPlBt%k_yt=`HJVHdIao
z!(#jE8p{=s8^$d_Xj^un33RmZ`KHht!p54aY_Q0IXo1mqqT+h+m)eSXpHYGcU1C2Y
z8NKfABQ5ziKPkZ~TUqOwUm@4#vWwnJm+1DL^Hb;Mz)IrEf-f~~^@*$o*B>c!Nj`Hi
zoy%gxXBGccku2~}&6hTBH_TP{xZcL@AwXsrhK-+W7d%!Cjua?&!rS%WYqn(&fBY#n
zn`RSRy5t7?W;+f@l5inQ2yuoBv{rvVgUqU9`00mH_yQX01vJgmr`{DKNIIP`b_RRS
zaP`yRxdA%o=k2g!8v`v=3jGem*AJbT=Pvq65!ED*E;GVe6so@(d>37M$5{uJ?an9Q
z2?x!hrPkAL<-S+68Y?1dnm)ix@!j+d5??C9F#y98W`YjI9a+ZZC+GM}-=WZ6lYeA0
zmC78Xk(<o=w)pwY>lt81`FFh~o&C|(Y!<ycsm9u<{IK9&71e3V&vB!P5Q!oP{*fZ*
zNJ#0ys51<x#+MX8lH5+RqWss4vh5}G*}tC03i^68EQB-aCxKj4#>GY#kJ&D4Q~0UV
zpFnS~Y(u`t=Z<Yfo8ZV8?9HKW622{lH0s|&x}sM`4Vq_|PomIC4-T2h4<9CqTWaGg
z8C`_T#KMTUR9*Z9R}@Pjim}m#NtvQl2p$q&f9QmDCU=l=SbJ(erG7@Dc3X7HsQX!`
z5ATd?BFrVt#?x?!emmYUEGGG>+i~7%tF4JiF}5&fSZ!vi1DWg(tn1if{B!#8pD)&8
zS?_g8ibcu3DiY%~ANg2l!<Z~Ye78=<*{lDmn&o0YT!}Z`W$BJGczPYNaXG2Lq3~jy
z8{?Pgo#5w$v(}8g)k3e3U%S(;g0-XLOD-%=e<#IOsEDt1m`@;n4H+-~h}6f<u2p>g
zKyb#CA0E?c3)76Ee`Jw2gf_JPF+uyBLSZSAzL8{d{dq|9TIiO%w>jsXyTc~8xL8nJ
zu_^}14GpI@AxhFB!^7<)Z6R^-+NAFcJDJfU>$E>sD?Hx3K%!!5M2^#~`S}JJGAD8a
z?5FeYNI=P+Egk*=>r!H0Mv{>32oyY1mv7SO7N)yH<Vfz}*+x?^`x6x6oI&som3Te~
zVXc$z+`Az4oJOnA^^3p8YM(S4WkMt=*t0%o124jL3eHM+2zsHz5-vlbl0=NyE)3NS
z7gNu}=<b9>1I~;Q=FEC|n&nf&aNGS@d?ZPvQ>kz@Plj}Gi>%HX>9p23U7++MG!@F;
z2%nCJDpQ+UZzm8%4?o&_%r%)I8ew)iosMX$>iseMz?NIp9n-RcWWGBnoq=pe%;eMG
zb-?N<g-bXUZ${Y_q&<5~zyL|fqQwwembqAn2JD|;l(UL~EYE}DVyoXI*w|x$B-2(v
zc4^~Q01xfhuRl^n2&_cWC-uNkma}h%E{sF<G+*4Frbk@E*hd^>>Y|doC-1d&g9Bhk
zgd|38mED?4F=PUQlBr5uKW{>8YEZuNtCqh$!Q}}5B}nM>4<j5De!yV*++tSZZ8o@o
zf}a9xrHWL6O;w_}CF;+xdnp(byv1%8UcBzU?LsnwjnwF{;~m{lyA1e_s%1bZJQ--)
zDSNpN1qkX5^}BEpBnY7{>C=kciS9y;4s59VKj$gDU`j!9xx~_zQ|<)9f6^Wv8*0Y=
zLJCG^daWYc_0>DwM@&)QnY`h$kJmBZGYF!S4VV|Wk0A=p?qz*XdQB%|{(Z$RsIZdI
z<<g-qN@i;6=-0uHVRD83kKX(pJ!JYutyd<cb%RbL_a95camP|5LZ)e73bVgA8a)ML
zwuz#Wu2%9$GOHR$jw|`S|D8){9!?#hCR`tLs<6-%bs;P2ndkZuN=eH&lo8&oQV$=^
z!*5Lso_(nF-yCjSY|Q54>N7?QgUCk=QzCi@dWG|shatNMTcMC9$yY}{gmT|1Ge)>M
zvt9!q-`|aPd7%|-wTRn!b%eC~x#fb^h22|Yh6VSx181DjNMv+Fyfr4wbEv~qT`;YT
z&t>%}*C<*jS`ZqnK_Lt79Pyxl(kBA8G7yOLuw3BbV{h^3do*8V0S?ScoaY5*jbC#3
z6^dk8dk{4wB0itN&+q~~r!&2e<inDHek9vJYJkd+8Ht=CewZw5bP^P%wpmi{Wl<|A
z1^ksQ*cBcCFfrB33`kq_t~og@GiF1%_ohnD^@na1`drVo$w0n|#y{}Cc8-`$=Cws`
zY=cXIZja){XX{^5ZtMawh_LpTTMBjtT%NI)UN1!(T7r?3GV9kb48gWI!H+Ekd(AFJ
z;af4Yv)`uwOzS^y_fUJ^dXMoPQlk&aO(ne*>2(grbPvnFsP|tOCO`jL|1H`NHj$F{
zX&YVuT7M=XN2Zsy>Q}Zs-^@+zAn;vhqXVzJL`VhO^aBa`onz$4puSwi@F$hza<*;+
z^mW$S^bLZ)aJpbu=G(Co-L!6HsZ?kNYD9GNH5@Oe3TcbiaTAbYwy6M2RI%Se_+zUE
zKn{7vGIk-c{sS&Jf2ts*+h;~BR`epeR)d=^lxuO1KWrm~SEB`9t*+%&%1J!Gp4g7I
z(Lri{4u(qO=#Dc0sfnpo0HK~Iyo)_-sL|;oKt(5x@HDd3+*Enl2KahzrtZ_OIJ=z+
z(Wpoo{okW{v{cC*Y!#?2V@k{V4A|uK(xr-F<ji#Zf^6kiX$fkM8qnuYsHfN~Kw@ty
z6Wqv=2KPF);batYP7;uY&1c_d^R9v)Wad$(IA4Az%T_NNE7C7Km#sQFUf*3|7?1Q2
z!@jAKV(?qFRqgj&i7Qz9u^pQJ-1=p6BVtu5C6N5UMHvA0bs6wkj4^${QPYpJ=1o%O
zO%k1b!LPV80l{0x5^-OCXDtPKB!~nOEF;sIyw}Ya)Cwa@56=l#L2JO~x^nF#xTR0l
z*=N=m5j^%&xY&!^YH|Og-zR0|o<@_7`OCA+RS0~BDrurgf~ghkXdFl=4tcEjV;IT6
z3T>sp$OY>hzu!F=OmY#{$S5A_M|f1EY|pCQw7<m${Vbwd>YK>;7{hznB@c>}N@^s@
z{FCI`o<ro_jxDwB6d_6xeZ&ODF?S>&V;H1Y??0BkyzIwURE`?FxI?BNpo^N{r(!XV
zga*<0WQS2BRBC@fR=^uH4?H9$I^ZK+c+T$fB;=nM<{}%rxA-b=pn!!gZ5lp`Ud8$z
zq*WkW{23P0S(4p5_}Hp=-%(PtCTm}SW|_1DVIvYTQ;wxTw;UK-cX7KHSaTYHSF04d
z!ZQ?hqGyOLo&QB{WIskqO`f&lfEqjdD=gDJXcC|n;hXC%2R}KmV=^1Aji+#%P9-jc
z*$l<ea!*FII+kD6%t5F{t8;qya}Cbb4-+q9%3V>HibF2pPrdnKe-Tc42Yv^CS^Gdk
zQjXtm3vxu*uGeVJ!Cforw3I$ARqoy7BBH&sRP~M2D8P-y;v@GdQNxHC-54CTd;D%^
zs$z6>#7{e#ro^aV4x?OX4Y=2y$nzl6mn#}28M7(%gDr5HoEM%vy#C#!ll7bP`+)?I
zltGzK?DV~FPcOHiTO)^PO=h{72ipTwgPnkH*7YQ8pFpv<5Xj@Nx;90V!{!KD>MJ}G
z32QQpzANo{-m+nMyn4J&PwZdO+bWYgdnw*}sPs9W^y$5NELzKoU7)}apG|+c;udB0
zL8r73eOz@8kRiGmpNW@|a7MLFx|uqSglTL}k`@usDBCBpUl&ZIG%l848uG3gPNaOl
zGo)wszWnYdf~bG$OHLRWmZJ{_R*CDvkD`u!gr{vkFp+gb#ZD=psL{vMNm?UT+ti=!
zMU4}}c=zJPdt+E9EXB#G$_bb5qRURRO#f>X(`qV*x1g$qycVA2XduPM(~_W}i%lG+
z#ysVNm!A!AC9fS-ofZlTrvwbE8A&5HqkJvws3zDrh|}M_x6Zqtl=|yJ`v{Q2^|0m;
zQr3OO4bIzn8E5_W<zhD#!rGvzq~!A{nA)P1mmg~r^7?m^-mxuKWy<*$uc?2jM)U_&
zq#)e9UZh|V{Ko3n<KICTvafrVf-6L_dy${aPF_}$C^&m=wx5!IY>Mdi^D?$>?1-Eu
z0@`EzqMEA+TM?11zvE6);gd03e>mSFqZ}BMvE`}GG>|Zn4i8-I9yIh7h<g{;QgHf=
zde>=dy%=1MQ9a{$0SMOY<Z(r@**iW8rRU?z_aAe#qcQcSJe$UHjOS}gDQxsRZsC~j
zA-%=3g;g`@+d1rOE83H?wzc9+qnDx^bBv=1#Blm;d2wCru05AvBp$<D8)dv67kt6_
z{iPPKogJ<!$P-y$d=6)q*n!=n2$V%)iK@HxtBd5ckcQVrI=CJ|;_g>^`5}MbsRU$1
zK5OUF?AxH%Q@6E!Jx_;WXm;9$Nw3YCB~`qSz$#u7BDwhEng`B==Di&N^W{lY`Q*`@
z=<0`MvL!>St~bOr#5%|E33=_w+@cs?JTYBYEH2E94FM)_$4~U*Y=R0R+L&RGoh1W9
zTm~~@+jCyUxqJ&}0`pj2(?Zst83?@RYeqCmPWOC_0YIpwEc3v%*O4~Nn;vIki+gKm
z;<t9<9@VWKMU&b4i_Y`EygR=Vwkpp3XJVYm+vF!)C1W|T1jKM{xU%Qr_xe>;du<OD
zmi7=^qA);*n4+EQ3>M}teF_)_icrqgdj6jb7SU$TFBT}#`atQ8ep_Ov2oAPZDIJEl
zrkw_)-=0U|$ib0ylDJ>Cj|Ycl+<7rSZei~tIZM8^Yk=)I&>$o<FThLn+mK|#bY`A=
zxMFbYwmkl$4OUVlmL2bW7u>Q^MKmw4vpsTt7p)&A9p~y!CcyAT;^~=KSTpeNATDXW
zv)n?aw}!!N^owSX4gL85^Vhq!6Y%qNF7329awUWDSP*?6hVt~B8Eq6@AnNlTW93<-
z>lwl09kTFun>VPb`~9H(&pFHcN7@lmI6SKT;Y7EmIXfM1lClGV5%{WIQ6SzJ`tVna
zDT1Xm1kB`{CTeB^4zaXQ^n#EkoB{=d^~AtdK^lt~Ea$=Cv(4?-OpQOw2%;ysb&e#`
zv5rR)0nzDe**)A=-^>0`wh+qDF|z%pbpovfN9HwtXcxHqXhoP(=V}G$TOgoXcw}u5
zXZc-Co3zTJ$MjS9(19PGVCl<zPpCg&FbAy`s{?b-^oguTz&|Vq(d+}si%uaZ;tF_a
z@cE7BD?yq5pc*lE(yPDh>MY$yav0YJj6r6wJ6^ck$2PDM(=|X0=VI7*O!_q0+X^Eg
zG#AC~j2)rCDHjuste>;{GQ3v#hsR_P7Vxe5&J!D_1FtUb2`g7D5dLO;>=}kjDf^IV
z+#Uzm&k2q)j=5%g%e%`^<3#Cy#iV)Q?tD3#<#|(*bB*<^8ckE+hzQ3u45a_z1=O38
zW<(kLz{cn!hS%qF#-3UL2tZ9^%6KEOq2>Tg&&gm}8S`9Rx|7tX_zyq^F%*O8C|GTg
zphpX|1Vm!ZX}3zY25sz5W|a?^yQ8$6+2a=nNhfE&W9^c@g_c++8FRj^5A4q!eRY$b
zwV61yVGf8`_-!BF9IEJ)C)c8rtuy5S;m$-cU#}UfT!vg)pFU@XoL9YDo2#5am<(Sy
z8ns0mQTK-L6aVR2Jt7?flQ@pZYJ5@cG^<5AS%R7oSpb~NHQ8mf{&1m|gin<EIZe0#
z&_XD#=u9-=Q%dyPP4$_v5@&#oYc6=~;-xm`6Q&dL2C#zWBR1G&$sGQ<%t;jYN&2t`
z0ex6+h|QhtZW)*NiQqq<Pmo$Cec~iS|IZ{U8Q}kyIFa=~qtOv9KlZaW{Act(bD{wL
d=NS3oRW|g7wMRf~<K5d!Nls0+M%pawe*r7F&P4zK

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/annotation_04.png b/content/sesion12/img/annotation_04.png
new file mode 100644
index 0000000000000000000000000000000000000000..3dccd26c3804d0d7629b5a17af4b3d34c182f6e0
GIT binary patch
literal 18314
zcmbrlb9f|C|0g=JlgY%kGqIgaY}*~%*2J0E_QaYP9ox2T+qwPzp51-!K6mdvd!PG9
zqq<IY_c>K{z8{?kMR^G%cwG2z-@YM9Ns20e`v#T`dVdWI4SHVdZA}2ZfH^Bmh<vM_
z#6JOTK$;8734i-m8;kI61O?iLbCA?>{`L*I?>`T)A^TF3Z{H+{q(p^PJ@hX&U<_5&
z9tE%MS4}7rH@zv~C>o|wMgIgsp=%8UA}ukrRiEuvpV{ku08h0w5r8RrE*F|YP{2Ug
zS>E4<B9bU49kOPWBVReZ_6Z|#alx{oNq3H0w}+jazPFRSPdQIHeb;{@ei}wG51w}`
zy`(Y^VxKwVyI=#NR*+x_2C)HdeZpbPgJ~NM(?(IuW}N@WyN>kFf|Y6{004+6aR_bg
zXENg`BspYcWCu65-xU?mleEdRUXNVIE<#I+C>{DR8qt~W-8va3WV^8u%pCJv-91V+
z5Cbvph06@(s#c`~Znc~(-V^YqT<8uB+U}_4+M?Z-m{s@=*nnU0bx7!IBCC|MP4P|f
z9X-NB@UCS_p#U2zWo=M5W;o)Tq8p;mk&t=REfB-n=0Tq|O00>mia$cb5YWxLTjKWp
zr)LpO(H%c4ck|{*ka?n*-P$(o@wktf2C?h${<A%J9vXxUh++or<n>_##_hQNr(IJW
zW<_=FkhnZhF-S9DYGmS+JAvF-q-<=6w8?bH=W9VIn_szg(0KHR;~lUF3|f#uJps43
z%I9cXcZ<1xqG-80fh!RuVOVAp>0z~d2|JgUVA<7R_U(`Gw|7p->|Q1L)tH-|V53zz
zdwGC?Md2{NZ%Yh7xLU`Xi%FO1?7Y4G{or)0@qr|oxt+Z|1PKWhV{OLHdj)~dZ!{9f
zBWu6nV`~@(W8}om%%JP)S&|o>r|@0qlT%Z7KHN7&<>gamjRl*dfM|ES48n2%cEUGH
z3V7?gWQwM}<L&U3nO)x@Mv*vg*ev`k6YrvG@QNqCFu;JszU|^uaW*F!0w#U%VAaLn
ztcM5J587j{7no3i;&ImBlS~)JL38eCqZW3$et5e{0ly4BJ3D|k7o2zwhF^qi92~UP
zIWd=SYrK~|`y+GPlzu`fU}J`C+o`rXiYj_l4TwKUNb+0uF5lwWyt39a=@@85r5xky
z?$>E)c|zvr3vYpsH;*CORiWa0q481xlj*WbYK_H)*qa_S)H6I3UllUH(O0m>S6tHw
z+ZL{}>$j8G?cL|Got;w}h`99pk${>x&gFM*tszR;tSB)JT?&8apFbyVpPF39D1E*z
zQg_|8md{w>(r}QxO4+p!)TbP$YmLY9oL?}y;_<}cu~$~oJ!~H$xjY<*Mx|w@upPn=
zeCbBVZYDHx_jqsiRvPcH(D#o>IXSVQZw^pIr3#03AAy&B>z)YH^CqJ5Zc{AZMsbH?
zGKpD*GeBoLF4<LC%gauw85b($zF}|qa}4wO4ThMS3$nVpnuV9w$)n3-%H`1M?f5Lu
zd7<>o!Eayph4*JUe+VbaJ01~%FV>c+PeenV>i)uh_wqW>*|oNMCT4kIX_MGZv2ptB
z;rVrJ>SjdZYOJejbrm-g3V(JjuP+4BH`oud!Cl5b%G9*T<14#aQBS3ao}ZP7NRT`R
zd&O%@<LiOc&1Q>o4v;~uQ^3&ldvs+$?D9heD<CrMs%(!mahNMU^zaZfT??PbLr813
zYnp44ipZB3_)W^ir4lhEC?s_iFR{0HY|B#LmEp6=l)~-MHc`)m?Lx2-4=L2k)OIno
zSS}Y11x4Y7v)1-ZVfppW%v9>DPq-vjv77k|_A!!JNlB@g{zO~U1ie8Ug*(@cuTkQO
z0RH|}y!~ZM<L3Go-F0uh|J711O2?wD4#!xBg1NbQlr(MyJ<c;JU*S&0W8&SL{Do+8
zwelqE+wJXb@4shJocFOY>3_dWmOpS{vITzN@ydR}T3J^(K2Q4<HF_UQh^B_w+S!Q+
z3+K#^LYFr*0I1amvq~!_#?~YzQCtM9h`5UZHXNkDx-WERMD~0m)NAxL#Dttjy7Kb2
zr9!7_hldOd9n~6753k)xpnq6EfDm_D^J~$O_k4+!mfPEn#MRFBXUAy5Tu6w-b`$Sq
zvTrMaT7ULQ?WNWYaX|rK|G95Uhhyi@fJV>Il7jjO`zfvi+W~Cnv$0-@o+q1lt;5WZ
z{{H?RIhg_E7*a)!$nipapqs6|2JO0%nufWw%%7XpE(4pVA%I`iVw+0(9%bj041-><
zQsGdq9DsJz!ong>&jqjZSv4kI>+HfDaB*s#Vzm3WY?}S}`cbE5FWAFQXQrja=;peJ
zOVEpuPnFQZ&Qe@hPGEES>4%y4qyXR{qoe|>8s8JCIC$dw(?e3OTy`fW%>c}e->43C
z6`lGb-^TiKWUbG;o&_7nZc(<vp5csuX~YFLS1YkcFL<zQJ9<W*Bv-}8!PP{i)K)+O
znc&XzD%F8)>_5?{R$mNVwj2wNW5@Tz5=EbF@7AcOt|N92vFL<5vA3>Yr(v;Uo?~z9
zNr$BNYgFOs{&-oc)m)9%WVEa(hRX$8!UvZSdZzI$TWF=DHWj4NS<Vo~SnK)g;My68
zO!G^5kMnToHU?pJ^A}EWTjL9JM0=M$IJjT1MIoCqWHJ8t<QceUaSj7lJEwT0YiE&l
zai1#)rF@=>n;byHM?PJjlLHGD+?x?9qT!t6&iS=d_DPr5Z??-8+i8leHX2}Iv<t`2
z1n|UcBQmB4sx{&iONVZEq6;=ne^J5C>ck><j)<nUQ!dIEi9L5s=z)%{9=;{9K-mmF
zjIOV~TvMfh#SU8tp{J+2yCDkF?sc~#_?OMeqTykS_sieOX?&(U4ZFUx;>i|lxG$?T
zE&bt@4XoyOD=xv{G>%Sgfxu;&T8vS)%k10l404+E5XkxPbq-Uo>zoI%PU}Ui@%l5*
z{?7W{A+@Qa+kj7-23mJnxZK}goNrK3$heGau>2Z%9N0aVMouh(L>p5odvmLHIl9>k
zPM-E<z9LLF?)IcNoOC-l+2jy`rrjj+w9#@fV-cgQ-;|u~1M9`#JH@6Eum!OkQ#TQk
z!x%d(Z`uM;`LE1OZPCWIg^&FjI_-N+$T#lM#kX#we5%ZMkI%tv71?$fzX<02jBYz-
z|02Z<To?KO))D$!R}2>oHs>zHn^H88eMNqcrQ2aPfVp73DInlfc)nZETlW6W5L<%7
z@5X1R??+Xf>n>0%pE=Veado^O9NdpuH{nze)G;13my@Gkr<#ycajn{8Ifa3SNA>1S
z1HtWfAFewT#nHdHDRBFZ#jE;4@GCePZ;?z;Py({YLCZ^OPnp6v$kJ1ARg$swln3X%
z^fihll(9>b5r)y)s@!xs|E(<o$=k^2_qlcg#An#!*eP%};m68{<dhUec5c;|WK(9z
z2PvR_Qb6A9?+7^j9nU2pAuJ+dioeC%)5YaKpRCXCHQH^m&{nI&Gv-b5=WxocZOySY
zK3DfVLBB*qp<7Dy)K*sfII?ekbVcltiH|sDw`bX8s;%ka`g0!+>e6pnJL;is^439L
z5qTo4s8OL_apLEbKDY3+=BRgwgPDZDs-u!#vo*3Ac~4@#KXrFq>kW#tVdH+kAb{XZ
z#v~y$s^bcvogRdY=_5P(B1k3Ijd|%~=qv4JzOBu|&t_tF`D0U`HHs@8ujMFGJ%{I*
zx`DLSPcvFInT)?lUKi8nl*1BE9FN1@+EP%|3Rg7LlwbYtf)ypb{kzqb5VwIlEkqGb
zvE%o#H*Oy8zLCbCLW-I7tL0WQCO?ZLn!+plRhf2DnV@h{si}blBf@;*)&b~S@q>)`
z)tg|{{B3F++-38y*!(i*QKdV?ZdUmH=2Bax^}}%u!nL>TngvJpvuBEq1yw`F@6Qpi
zsJvCG6K(ES)dGS^ffY-yt+TT~Osl^N82(Ky`A5}szKXcPC>O1xZ2A8jN-Av|*RaX^
zDVOb)vy2TK6KXmcx-xxImmVeY+_LXl30Gs}i~gDE-yQko)5H$DxU|%)zNLhb>zUgi
z|M&DixAV}3=2c@#a&n{2(DbrvD;EKgSUNJz@K|34=V!D*Y{_WEVOdl*Boq{xon}E+
z^Wxl8F<pZ&v$<@?!TE8ZNo{S(&|e7Vuhu&n8`R$+ZPUkFscs(-auedF7mwmEvEmIH
zS?^hb{I3F^9qt(NNnd}m%ISU5ZZY+@o_-+8c?Elml1@?yw=T8rV4|0dgRy&-E#Iv_
zJfFm}uFCO#ZeegW?m3(OT(dyU)q6Fshyy;5c>-5TC0^Ui9j%_QZrvni7X`y?WA)Z~
zY&|_N-2}Y}Xjva4V9>iPZ}eXJDI=q(b*pP?Xofmd?Gn$_j~ZQDUk4RLv`!h9UsDlk
z%@^dRlW8^zc0UPs2)@+I##)-1zBC%0rcVHDmopf+=AQdIFxNvcSIKjn#t;$~jGrG*
zn^v}*3YmWI@(j(%r>C?gIc%o#W}cqhq=mC1FL}f&xh(nTp^xQ~Qd04Jk_))e&OWU-
z^@|Ke&J=v4KdP-%o;GU%5+)SsI1@zNE<%v8m@80{6qf`iBjy16O<ba9OIhEu6H-GH
zji#v_CtB8cgAGR#>A&vuy4iY4n~I?ZxAI@e3aWqe+iJDl;%Bs=VWU^*zuswezfMTG
ztGKW2SL6XaQ+97U)<DnKoBbuwgvWliHd?*$3ytZ0wQJN7)7CI)mRA3lD-9x2(?*{?
zYC0o-aelSPrX9<%VzxIv(m~1o#iXLU;Xc$7;QrQ}`EpX@d$R)+uIRMI4;*kuRqO3@
zuR~d34XyA*gAUrEa%!}SQGs%L)F%zs^^R)PmFC4ky({0}LGna})nT92VkY$Sa?=D2
z?h1OM!O#P5cQ+zQN{X05J;1;B_un*CbjW}(QszB{RJjxB9^Rf~Q_=b|t<jUx+vnTh
z$%$ojE#*7+LpG>i+2toK-MtC`TGvPCyP-&g&!DFipBcLX4(&yv{i|ohK`)hNVpl=W
zV2a_|6e)iX6jq`y%tCu#dCYHF)(qPAQK-MoM*FN$y+`z}@dS`IYxnlMND{F|jDs(&
zD(OS33x2jJ<p*(B@cwJ7Qp_i~(J5hQ`-}ngqO__E6K{`)TVankO34uxN~m1dO119q
zXTYGd)%`+UTUEW3JzsN8>Y&bJrw0Q3lTXCpAJP|`4DPbVYniM+``!l0$$$;v5ZFmf
z0DF_r9!Esi3z?5tKrMq47aq@z05Eb;29CgN=g9q0&GfNXxCBL2BQkH!@bt$ux_8Ub
zZ42Vpw>iVIs_C4z8H-V5z79Uq16hADfIOR-@QPNz*GX<r7!W2a>9_VBk(~h?66?c`
zO0%w~R$10nl^H4%wZ(VZ%qGf5Z`9qH&WzE@yv6y8MZ?M=R-LauyqpYYE~^>Nm$7zB
zYUsPqLkdPiDl-2*YR9h6s1yqMY@6vBDT@<MBju7!)$z0NcWh=Tif->i>K9#fBdZim
z(={5({sj)&NymP!+nt{*dw)>@M_)xu)hMENuat|FM{Y*`YY6j@^!%#Jbb`vqN&_ov
zrp0Az5X;}5)1|2<_BF-+S-uabmlAjLeY?82h<w2^SiIy07PgL{BT8y|yxl73jE+s9
zYK2%9vN`P^yB(~tDX0a-#2`EQ9I0~BPETSc_k{(gb;8i*a}rUn>ZnC0mrkco4l<D%
zHqe_lp`Q>0F)670t4~pL{P7U#)dKX`E?44o!ESg(*y<l~nhotA*%sNOFLAT)uOa#%
zz&HUWHHt#-9l|98X^s^KGM3Nc?vP_9VYBNbQ@B*Hu%lsGY0p;RUEd;z60=GIgMP$k
zFJPFDt=(rC&850%(fT&s4qUCbC*tLDwGa8nJ`PgMsoS{rD!lGWP|SqNQ_yuF6Rj>)
zlRwE$svg=@jabCtDKN$>DFqZp<0b!ufr8o@-O>#jF12{kwy+_++n3^owKHQt;K=^)
z(f}sL<&>cVtD7*%B%)J>NTI@ljnALq>Vnf~J4%yQ3`{UaM$qyXEqLfD^Hh4H2srg~
z{G*ZckdRPPO}DKY#WzzY@#WNP@7rK87$N`gb9u=fT55_E(5G|YX2vCZ{+MK#tji{x
z^AY5cWVh1<e}Dft00Z8)F3zitBs$ER|2h&WoGQ*EHpq!+E=)Md@#7%i{tEOA$Er!i
zU+uy=Iq4dG*(?}ktBS-d1P4KM$mspJk!c*f{qE1;X_^+t%H<XwYaaS^2779;N`-b<
zX;fG@l%5wQ=lxn9o<d|=Ds~@szcg$PxdzX|(x$yFq78qaVe%WEjDL}nt?EmhE4$Yf
zUs0vpoFq1@#-6&e_aS2k=#HQ44)xTO7Sv<EKARN!#k){{%85fprT;|PC8t&J51wkr
zjmOfZx<r%n&#TK;jHv&*wsiWJdugs`B{y{PjF?GH)NHZUJpCLtvevI@5Z&8h5NUWE
z+<k-9v$7zUBK1Zo8?qICXJYAA3F|bet$-6{Lc`%2L?NHJr|7~rd7PPpS!0dE)+t=P
zP0{iqG5jQPp_-=X<^#03g8ir>M<${{QOmPiue+VKOTNkdDKOR$y+V7OlssEYed81)
z0hX_IzMMNQsgaVS6&o0{tT-D#?81kFq^ja2Hv~(ekVYR%mQQwC78xDGp1&trS}b@l
zEZmC9zlLO;EO|snNB5mkpUhYN{#VHouji?YCq62_;6`zt%XRmOM43v!OgPcc?2!QI
zHyV%WGxjY`^@by?{hcIOXp_U2`r7kBoi&0A(I=95R}OJVJ!fx`-s{CDiDSnf{nq(Q
zl1t<TNBI$lG~0@<t0hGK#8dCKBkICoi$I6ZqFZ2DCH;{3nLzy2minLmP(Rgf&1Var
z1L16Rn`3O8*JdTixcfR)98DgcF&F6>5>fA=2t*o5GoFY~GG^XGQqM2XTCA~v0w=eD
z$@Z#I{?&Sk>HMCjxU$r-J@d)nn8cCyLw408!o+48A;rUA5HE`WdR4co8U~D5OWdzK
zfRS#4Kq*%%(O_G7Jv<N60h9w)dYbnz6VCK8^9dJm2ELe^dd6+N2S1@P3qi0<tkhNX
z<q?`7T+HsvI9QnC_d<@0QyC}iSh7=DKp`@jcuWEg-vw+jp<M0B)%Xvhk~syXr<qtm
zAF{JU%RV0WO&{Inb2HCSFrC66$}RsVIZtsbT$7@s;^>o9Jb_=QwPd6oE1%`bVaS(5
zcV8aLgx{s7#K2~w^dZ!mw3@UE$9FH9H-+r%n((Pu3g46;Ma)tDg^;46>wCUHoo_Z0
zxRM5>0UwUjpm|_jAI7F45&u2GFliUcFz9;BP_*ohR+u))<PJ1d>Dc%=Df5gRCh8FN
zq*|US6+)u(AR%Wzq{qy0E3bPBRkF`-r`!4ulxO=7-OMJrnFkk7mFY7I)CfFZ+y@s9
z&uaHy6-rUnX&eAq3xgQTdL!WxAKM)Y`Ld&nvgEG9h3<I}U5nA;XK5^HS&_Gw-xR_t
z2OrbBYjWQqRx-EZhc?p;Dr)mFUw9Wsn5lzc6@5e8<WJ^h?>m&PdN!T}0%icRsp2R0
z&+FFeHogbb`*4Z>JVumjm+W~c!ppp*7+C`NHJ?tjR~A!`S-^v#akaJzD{VGIu=>=h
zQh4!#!I2538g3$8oeB*VT%_^6<X>YO^UIqL2cch{EErYU&CdW4^hzntcUA5U`fLf)
z$OISYogas19C*$9&NUCt4V)jjOX_32;IF?`%4-%&b%GQP3JpP;v|lMOwi-<oER5q(
zl}iX`BXmlz(Yu=@>A|6!o4{255s~XJBZy-LrhRpG;tJY+3g;xH3~v>RlL43B5GGwJ
zmwD!DMIm-U%IHX<#NnX{*@Nbvx?m*C9aJT3Zdxg~tq-sFG`=Dfz@vD&yrw4Pj~`)U
zvffXZ*&Muaz~*#hkW%Z515%}J^7by-L8>$aNW1<2Ax{5KlD1E;0-aCqRL{uR7=rt{
zYghXp+Oo>hZtI#(@|x>W>@xv@9V)=acU(*`1yqmmhRe(Fa2sH!0AO5z>-ZlD35Q!+
zdmX9XEU>gxQGcD5l1E-^6uTY^na5_j5J6jPpnvqGpjU-@cr5u2RcVIwdpg6>1a>{j
zfA%9FA_msf5M^ZQ#5s~8Q7PnnzmvPZc@Q&HEUm)?j1#uRb;D!*aGBcEi0w_Iw&&hj
zpABpqq})$h+_~e2T253#o|!N5#L|o6c4iO(0LTPB_96b_bN{8Ut)fwx>f5EzC=@Q~
z^EddyLVOkfkAlzw^xhpqI{Wu<G%=cC``>h?xEwcpLHm_pI!ptKz$7Ak0)m5wqu65n
z9xQ`O>ki0&na>mJu2Ubd@bJPrW#H|vHU0&io%#&*Y)`#VEf%1;?DhRj@B<d;_E|u0
zWMjB30&eDRg+<j;mYuA#E3v=*4aL!0wFT?bWdN41&VyWa()`m>iCxR-mYfUNGA#UI
zIcH8QV-q{*j8BlQsG=5fTlWJU3oE~_PNadG*iJLBPJM{YPFuIhg8BU&!lav|+6pOw
zN`9~oFSXfiO6gh(<9Df;sE&c4|4r6S-Np~syMcj$G5?B+az_ypy(lDhd>74FcHGSC
zaq}U^C;!K>lM&Z4O&~v339XCMORy#peKsM<5%1izV(e(SG`9lY>H9i9x4pHUogFM3
zQsP|+{H^Juk(a<+3$km6(zkQj(v})v7?t1a4R8DHt}`j`%XhWp;w1tMj3AH*eZa>J
zl7mmJti_0xjoyQ$q^<G1s=M<HxeXNKh7MM3BzN=ryrSABrOWY@6laL3PUYXWQ}Nfo
z7QygGtI@r0(LH>2?BbEM=FX5jo-WvzuLpSApC&V(U(b+6f2_eHA%!(J*WmZ%*W%ZY
zS0Z8~LTic39n5E2T3PiToe2(V82J9q%A!AC?nDyw`D*mxD-XDPxKUgDE0hpBK90yu
zgoZ{1ky7*@SwtrGGSiD*%+l1x0%U4<g|w}T__8_OE|mWhoJ)e5ZZA0;Pd1vTXatGj
z_yP?EW<<Wf%NKPQs!K6&BvXETm$Z{_N=R-Qy=<OT)zBchGg<qP)YnIL;ZaeS0C1(m
zloWScu#GbGIqp$XS5eL<OXzv6Hx7ofAoElXS+s|?O>OEk;}Ct?(SAOxnQ(V_y+P9F
z5>!<#2r3HYGbe?<f+Tm`;1G#nsVeotx^j_fG_2fZ%M%wFXV#BgrwVI{*y6m(%6>M#
z#OcQtHcC+~tdWU{!)kU86US*Iei1P91B^b$3(xp#RbXCOD-=5twCWPx!CzJve~68x
zz`#IMbemDpV}o)@;MecuDixQ8lVt*(6nPy?bVbahI40$$xfK-Zw|x5WI+DRqTF{@C
zNGSAW;^~zEaiext6pfC55S;CGc%0Rn6eaHdlgf*HPX&P8Z3d2ey_wRD?}hk$RtN+b
z=uy}L(lKBQ^Qt?dUTro28|wd@{{FQMF*DvqB)R1*W%{64oJNHxYdp;>c!D(+=SBP|
zoJ@LPq0NLYtsK>p&tX~DPAtminw{6}jfA4M@_N<mNzOk8>To>F*l7oqC2f5>23p$D
zeLlc1R2YIqvglAV9E){!`7~Z0MQGeVSj@k*S1vGjjzXb*6Q4~RyLHY;Q(c1xd5*bK
zLn5pDA2`<oBN_Ee>1&b3lr2|>-PuBw)zm0rS4i}d<)7w%`+DasotdVt&RepAoTask
zYIYO_1-|?1uN|VPu0X-B12}HN{$;}+;jo9{-<9zDNgTrvBB`=)LlP*meXoL9VQQSw
zeJ#}X?=F?t(11w%tCzRN!kaE&$?zzLHEuLsdxxw!TOK_XJ*o2K+Mia{jC~XL%>#*`
zSGLbtwG$VGq9TG{N;5Pso8qxJj1~KBYmMS(ZCsh~->uH9lvHfXVNGn9wn0Psw{9|^
z%P%P~+tRd33?k`eKb6yPVUX?J<1e<H>dgYwD9hv37DQnW@sJ?M$|whQ*SV}ge{1>j
z8Q*#(ooc4kItlNU71U*Pf-sloZ9mUW&eKk^jSKC<QJ&-q>B-a-%&{S3n}6HRHCj8M
zN{Q@RqLhl~+Q)3zLlNoFbB<ud#J1b_v^6-B)Hj+i87-3&UQyktk4Xsfku;t^fi+1K
zQQ6);m+Xr*ih5u$_$sM8FZGAUgX0J$#fjO;ApnV3YMH6=z6}U@`AHT8dOAimZ5%v&
zkj-cYfo{^<N5*V^Db{k>mT3akU4&2*XF5kgG4Oo9htlS|2-T=f27!@XT++~@3A&pd
zK;w~y<l*JD+h)o+cG&>J5ZebAKOs<|vYxg)>m^KQKcySB_4Iz0C)HCjacF{!-SN<4
zZQe$9cFDH~E`ir=g7)k4#NjE<?3p%TyRXlFm#eF5-F9GYPcQ;pr2`2VAj&lc0S@G&
zB4Pg@+rj@+#r@BW%<uO=?ejS8>2Y%Ccx!AM#k{D8@3I^xlv?mv=mclciO2>x0+oFZ
z^68?|lZ1IQZFhH3QE{4PYygPkhatha&{(yRyJ~6C{P_capvDa-*h?ykV)h12WzhU>
z)pDw`m066md?A5+b4Adk1qEWnyUa9$=Mh23c=zBCLEC3%VIa%OBulbyB$2A$2hGRF
z7Zn@5ymA1$9){|xdwM9zlkyn%bf-X>rdd<MEEZlgt{GSD0UCd-rY8si&GG5osKrj4
zygCg(26ZQAn7;Z~qoyC_9YY&-SH}h6cp5jJsVN0D1A}tPvij_CEjF(mAFd11^8KDW
zHP#fn*SLqp#=4TSZg|!?z3BwUQ>Djujh`KaGo-%?=sZ3jn}D^~w-hZFJw;spi#Cu@
zA=@Tq(1_3-x?6H*F>iz(u#q*ow1nRH$OP+DjGVT%mmvraM;lLooag4^V(1s?#eroZ
zBlIrMM)8XEQ|?KZWi4kXr+$LFT_$Bn94ZNzm0~x?{$Ok(KIaW=+3<&CTY`M6y8V4A
z2RFy~px3$LDb<u^!ssI|9-jQ-a%pIMc)R3ejDiU;$G#s)jXcGUbGsk|!?Y-~u<&GR
zK&?vnwtqy^ZSQvRvegSUO<5%-uc!#B)9-Vad(RX|ae5dT8JYT}uA#OUJluwjX9a>y
z^@m6KA^|0Ii&v9FSDQS<B}B34`Jj2)u3EmuPaKks)*K{&;);rEX{pg1S^mn-%_KXr
zotT(FBFQ&$`cxGbI6XT{K4LY+o_`Pr`^TEU+j&Wt^DJc|S=0WEzv%x;Qcf#Z!%IsG
zO_n$~>gl9t!s*)BNcz2u$*-5Zs1b=@!%*>G79;iWFD=W6EOQ%b&}B23F}i~K^~R0%
zwU!W4nc&6U@je0PQ`;=WfO6;BH_U{>Z7)~DxxLZ6WY~vwcD>1Kzk620NiAbT$Hs=g
zx!LK27&hoM&Qf1$Jx)AUT9(zuDkmrR?DH}7d|JU6mzWqru-3d2cGZ;<D}mwADPX&z
z`y19OJsrnMfRa)knqCGjf^7TplIH6FR+J~TJ);T3oXeARY?VcI3iENQ8De0soz%1y
zB=nSZnr(V_e!ZDK&R~^VO{iV`(T@LZLId`D|Ima^E284u?@ZR!6@x{gX(M+3;6SKk
zZp0IJt=5H)9ZI}V$qgq4k5kx^J-?dobaoF^Hj_YQ)4Zy4CVX(v>_9zp)C=NXuB15^
z0bS7ou_(Wj&?*|*Xb06vxniNTvOMmre}KwOn`dK|ep5o`X=`kzkfx4WBxZ}efuA87
zPH9oh$+^DOIvPm}-z9D0r3Ki%u%cwb7-u?qB(12(6c{L%4*Ma4VfiHZug>*P3<m)a
zFg9yB76?8X_~VE8s2k54n5keAloCh(vf_Yn*vfhXq(Aqj3LQ&+Q~^)X!sq{KrM0oL
zYG*8_dLDT>Pw)bv=CPNU>Dr&H<`X?>wIg-Bql@E3v&k439{=BptlQ!-SGJJ7M)0eJ
z$v;nH%O9T}FAf%}^3*j8dxC;y-P0q>$kDFTjtmG`dJ$*#El^kn?TT8)cqv7*4e?i?
z;VdsNe+ZbbmM-x=?e63U8S`~Awx<p0*Ecr@)$D_i$UNtjAum?f>qvl`nk~w`9XfGC
zm%mu}VuQ-+g+uiQ@3b<dyoEC@J!@k+lPW1_n5Z;IwgVuzz{9f_fP-{8_bj7PG{>Ku
z;)W<DR<iG1SWl#wjPG8>JSZHN9ip9$>e@!BMQtdaY(o`kb#wZJ({d*G7MEdAMSp^A
ziu3k#^?SxJZjXq!$zCmGIkZ((yT;ze-6y8;d_2)&o_#dWp%?@~3ijfViPjkrXiDE=
z9F}ka##GK8v;EE*`tvAiDXBt*7hc!twU?R>Bc!@aZz9-;(a+Z(&5mpb|LTHkf0zAN
zp2gfBOmxx(`wU{f%I&kVHI4ZWJpIJP+;nGohHO-MFq8qr8y$-KCPVR4;Uk4ab{!z0
zLx$13XSq-tQ<Kp51Z%4PgZHRGO*93!PfjAvQa0#;a|u+kfvL^z*4>_8*__<lOvV3I
z4nf|zqK-;XgF)<GA<AYC!jwS7yHBSXGQe!T!z={2gbk>4Uhe=gN}Fy_`~PRc=YJFa
zK|yYuT?_hkB4P+4kAfi4Psu<dwz4wudFQPrK6gl>h;<NJK!B?u*U7;lNh2CRnGO1B
z^NG0neS-Z~S2v0obn6uZia;C}DkY$sSX5M$)U(&5e-J4sF|od#=iv8;ckN?P^MQ~5
zuNs|$(?8<b@|Gt$Al}^a@CeLzof}>ABt`RaeL%R~HIJ(OtY}V;N%S{728{Bdxgb3_
zD3vAYn3u@=(12)6t^bzYzKJP`<FjPTAEdTi|8Ju*GD?~r(pvTYc>&HV1$4C@BkaRt
z6T+rqt#yB|q6ku>;tK~G%>3miCvVBq7Z%iRIRKUZEV%cI*0Q{j=0U)vS52>1N1s-s
z?B$@PUlf5W;|Pc0{(4D89}w9ox!`2c5*rS4_NaiqF%EZ15SMFj(fSQL3A*Q|K_D3o
zt%BY(3P~N`<=pVAlYe+*GU*QNQ#d>-D*o<6Oic|#z~kv>QgU+d#s<NXzI&oa^vtO8
zTH!V(Ha7Xu++56mcmXsqyl7NyPjpZW!8G<{e$d;@`a1cna-$wgL{5Qqr{Z>gW#8Hm
z3@9$8r4Lun82o3bsKV;>A(|^aJ_d9_*JXpFLXi(HZw~-?)NPoH=i*Zi&A4NPV>gyd
z`+6YWk|;hT)YOXbr-_(Z;5IimN$<i__vk@Er%~J{X46rZ^aa(V)V&h9t)AuiU?r)-
zopN<D8OXfZ1Y=XVM8^@d+TG7ECJ=O^{`qsDlKakKqLFiZSB7zD9RbU*w|}IxlsZ-8
zgiS^oH}Z{8GXg4=9(^SfCZ>c?Eu|s<<}Xm=o$x=fAdym`uNFXKQCg#s!ZOIy3*do(
z#K4-T!(+1*?3C0!96|Fq^8XUHwfzYW9_TPu<=#6qq@cCx-H;!vJZML)sJKKJeKtQo
zFI40tc8*ggMEi?~*NrbBkt*_AQM_$TOiZ27UYlvN;d%>PUG(4oK<@Z5Lo&BzrWV)h
z^swOI-mNLs5EaF^u)5hF+*8<Ryr44{%u(&?S{&6QR}m6cQj&EQOMR`Vkx6q6Y5Zc_
zgupi+a(H$|1;khQb3~$+j6uyvmwbmFH;!Sun3bK)Y;}*lzi+a8!MWAlrSXL(flMS?
zKTKLC33wgXs(LD#J?pEJsfY3-{TGFsOuqJ0sY$FSyp3N)ETs?o%-bg`Cb_d+_ko{|
zP*l|=>RiC<VvBK9XkLfySP)d+57eJPw78|^zB2Ig`KD0wZm=s^$J~B&{thIiElhLb
z{#Ul8KZ0#Ve!~Q7qD$3;Z^2`4Ayq6znR*S*wMNhN;o+8DMd<wsuR<sGC||mp_v(co
z1i|IsbZHbfJ*Rwcx6n?ycB7Z{E#0H$ZQa)+pM!Ut@Xs1G40dJ1YVEdJe=q?Z)LLns
zJAQ4L$Hd5&R??^HX`89aPJ?L1g7XZsqx9K{{NIvB-hiY-nWS%GIDdf>I?!55N}=t#
zb0=Y?)PczJ?1c>6rvl_4&Ybq)0Gc3bSO`w#fp?c%BbVjpm9mw7FP^4SSBj0P2cb=L
z^Dm-!=FS=h=6wAChL;KU>)Xfp4I8$}Us~e!Ev>C1Q^Z{4s%C@+cJH!U;H3*zH$F?f
z20j8qF@!xj*7_<b4O1?iFQ*7LAWg$GB7%FZFc4<cjDE^l0t#wL*FUlSDn)K<kIvEG
zc(SGR&Gw^&$av~9yDppA%`EE#@jIL3<*v=?Y=N?oPJT7{>ad%8!6{q0<e5dfX8~F=
zL%WZZb$9+v_9is`4-5hX1HrlFX;A!X{i}O)F+x5;8Z2zN&Sh0sQ3$|KmLT4YiJrz<
zosmI{`fbh>4^Vjp3f-Zt#<f{)?E6?seO-*^-=NUq=S5ZOpU?QTKk9j^L+Rup@k4D@
zPc!qm(8vCCQB@QI`$@_o%}{d5c^V1|vckX+@ZxY=HLP#X68o8{ht95cd3bs3wBgx_
zD=LQb>6?DE#oDMZm}=3=tt=XR-hcai-tM?4PW^nLKRrF$KXUm`!Q=5c&KrguGksWl
z-j@oG`h)s=0#CdUbx5VvDw^4QHxB@l#7<5g6?fOzxG+4)mi?ndFdyl|m2)$Yx>mUO
zuHX0Oh3b|bzR8#&nKGp0b`1j}4Fd~f7(#p`9Rvjau;833lam<j+@5c#8c*n1N39Tn
zLTTc7cN7{1Fhm9hb0-duS7+`U-1oStTW+c24Ak4x-LIfHWpYuIFovaSy7*APB8iv;
zJ>3kokWyY<auCep==p@)9%Y^U95e5KT}F=6C%-@-u4S+K?R#O;x4D2v1s#r&mrwDn
zWonMs=;!zPSX)AeaL?@=c(ghe-YfmT5aKjUu4+6RDpaiU!*^p!kD}%r+aQcGiNuiJ
zG`p5yNgLhi`9c7a22*f?ak6_}HoiVI?4DoAysAj@^RvxJg1|b4wl*D63JL*AnwkNi
zC}9G9ieZ#1QL5|{YmBjicHv?JG=5=Ezz3<b$IHOct1U=WK0rJS_*FE!r0ZUYUtchH
zIPJ&{3i{Ryg7CmS$6Wqgoop5x5-3D-o0fXtU~mAPy@Cbx@f-}Ihhil3^wN--)Sd~7
zxEg0usYvFPU1zq%eZoW1207l*E3pS!h~wJY8K8_GiRU@$6)cmRTZ?yet-PWzxLT!B
z$m(VX@VZ7reW%0ya||r3);XM&fG+EVX;AZsYYvnW<}m!<#-LB)Y$xr;u>nCcSIyD*
zE|tS*B0Nt2$xT}~*q&cdNN^o%I=Z>-%oT#Z5XNFna&35X8x-hWPzxFi_2S~?ruhj<
z8e3#a{*QF>BrS$2E&J&)Vt-vlv;gU)9f)&_jdCd3AXxtQR=Ln6XyP4&(a}guxJc_8
zgV=a={}pql?mGdECFoCB`Xu4FWrV_;hB6OMBD>ds65jvoOfyJr#s#U()%7CaFfikU
z7=dF6AK#A;z>|XrVFaXm=0Zkq^GUhT?ez%|n^P!{D^BB6v;!Wz&*FOhjiMUse5c{O
zajgf3!qa*1SL*O9tYjye4i7pJ$0Wx49R%%Lxagwgpp*V~1SjJFlSAvfg-e_XAPG1H
z{ofz{NQzn~Lt7HV5d6%^VZqruer}!xXvQg<SY0AJPb=9;N4qXJ?P#>?=B=CAgyY3+
zSUZyb``8N%!6q<4bqG&Hz;)?><*GDa_qkcBSObsgEI<cx7VRB0`wsy5m(@{l#Y(Q<
z*M_bqi^2b@v8Au-Hm22@kP{-aZ<yGW;&}*5)Ppz2M*ik|Q&1srQr;Xm6Xg4CZn@fq
z$vb+WT{%_u&)AWzK+XX2wy9)0#@*@KM;fU~4L6Px9hju89j9E@H<%>C_c}?!S6d{#
z?-Lk=yLS|39I6{pn{V3<mCfzAhe|vptrAAIrm<aHiL_iMBTOr&c6MzWq#OOf+}y7y
z`^Y-6RPuLkro(GK(~d=KG#{~&yMT4$8g_6O&PPCS5L$COJqq<x+CY8*%tuAdJj2|r
z*(9lE*cB3h!EsS~6fhStA$UMGVUd9n`y|$4nNmw)9RQW>;87vx96Cz>H^VG_!;^$$
znXP1sVSqPF&#k%$9w?73d-pr1C47otEVQM*QvYsnzEsfA(T5K_iTIlyVGO<xMuo2Z
zMS+*xI_J5(E(bka{w2dMMtCtL1g=&6zo+Z3YcsVr%SPm%eSp-TqJPt@xo%i4xjQH3
zZDc_Cycm)tVux3B$WR!eDy5zg7E#VKqf)6~r>8>$yzGv^ceyBnA`@e%%zt}T8gh5!
zmtRbNmOo^PGz4b9KEFvHyo-pg`$O~|Y>2*9boE{xa$jT6oz8M@U&qpl8VC~oCcIC=
zpniT=+Aqc$^Uhe0K=scd6IkGo<Kf4(zE$#b!Mk<06{=?`-mrS5l?4*Zw&o9G)I4SD
zUAMif_ftV<z_UfUmh!cLb@??TPc+1|di^9uuhGM!&t<hA^W*avo?kD@V}3RZo~4qA
z@;b&li&Jv=VSug*aPGo}u`=jza}FgVRKN|DtWvHup3g5}L%1r*?uCBIcj+6}tjw0k
zO#!3HCF((2DL$Nh9&dwiH{e3F0-(BeeBpBx(;#5uK~9p+%@`kEn>)N&L<ant-@)cT
z5Ln-=)}PnrOOf}1YK|p}RYalK{!WEu(Z0*<d}weZyN=(WS0x;&xI`YMm`U|hJ90r6
z{O4-2lxge9MYNCwqc2jTUF#3#2%~AMDsW^+)gG~i6*pd-fN5*<VbD+9ILEbkG$C^J
zD;)$~w>D?|p&l;)m)p?A%$lcdf$ArI55!|K9bmnFRKv`QScI{gv+uuFlI|v%)b>zl
zhweLy(!fRU+`T!7BBY>jD%LTp&`stJsfVY%X(!vIGCXJ?=bOHaet^-}<hJwB0Uc)b
z42d$tui|~}HRdY)REV(7e=v@NIMjYZx;=d*hY<|NTAZ1IgGcT~=+f>VYaL31=l+XX
z86~}ZNPp|)r*ef4le!HgFB+CB(IHIcr!rD9&2qz?sg~>GVa~>I{7E1Jcqro_Qk9Z9
zXu$l@Q6^XwoDHk_7DRtGT4)s4rqalG)7-1~M?ajr_Lb2z-DrlwYcr00F9^|yQ<J<w
zLeCVDflgn+PAZea5wtkK3_@M{GI#?>WF$S9S|;~S;0Ze#5p<f@Fw5li^P?rJ=;WPU
zZg$3LJHSqzKM$~72!z|mmh2doJ@3*uRe&@3%aR{vs$UTCfqy?zjh^3wsnzzJ=t`m`
z!tK~J@>BG}nW|KTake|P-7Gv-6@VXI?d(r@CmY2F1pSH)ntTrzr9dm|i_b>cThUc{
zSe~3^_jpWY=bD+nq!vbC{YR}1Cs~wv9c!zwy)kQBcWPrjbLVkh;y%!>c}UEXHat@N
zFqv!-e?nbv!61I<tzfjYRWpb@c9K3+`xI%PoNQBKwxqIrV_FPLL8-<&aB;=LyVYba
z7?OmQVpPL&@fmi~NU)i+^@@EhDKu?inscsgsqOCzpR`IFuRcJ`MNNcbUyXicPl0?+
zZ|5!F{LKTB=I(+muLWjk5B-l}bE{JNDc!$vCL)xQ^TEQdlyr5_)OF5kHtKd*K9t|_
zb}eKC#X(*35|L!^FJJP-1ia6|7G=mnRqtwKJC*Y*BDU)Vb*s`BxyFA@LPCSpE#{u-
zn4Dx(=S1bW)T`1I?Ge*WS?Q1uzQ;+%PDp&vdN?i`Q=4Pkqs)@^<RG2+3#!Rz;jl=v
zbB51WD5frW&}DTs*>VavI;;OfOXv)GiTS%yq@CFK!BY>NmCqW?ViNc-&tj)Ow+vk5
zZ;h@@NPYA9lsfCxrK|*3GdLyWr4m~a+he)HyGRvr9vev4uA`!2$#uH>6sK-w(nIBs
zpI8GW$NZ)u%`{L8#b&}#RPLrt1RBrJboKnZ;ZoJK<LZ>Bg{;}_LI_)S?ef4fn%?5Y
z(seV}R+grNJTXNBNU2|_$Y1YBe%z{%XZ^{wzpKN9hw!R4*4q9cR}3|&>mWPnOh0!w
zY&Z$8CpBt1ubj;7Ui;0Kb@}5tjjeLr#Ss36#b<{gtNB7J=6h!t+<HL_9Jp|1{LY|~
z+w&auiL!?^DLh_^{VX0FK?A*`Vn+PWS5OyAG+<0t>2Rb%(stt9PWaN&8?GOffuHN%
zBtZgOKbH+{OP2{jL6#SVF8L%Py$`q~XKEiEy<9ooR5+LIN!6_#(AGFz*wPS0J-GaR
z7UaWcPU9I`@b!_W<m%ulUauB%-K)U=kr7=qT4_F@u7lpfPJfZ@{FHa`&O9sPx9#p)
z65j$rDr4E8$qx01P=@ky?PNA;fEMkuONpd#8af+vth}TJUeeOpz}L7+Np{$W@;~t^
zpHxz!3wer&%tV&rMG^bVT9T@;OuE|NOkeTbmO3yGKPT?b|HkDtVIR(krM$QOaQEq|
zygQlJHl1*$L3>yuk{HBmHhh|+t9|Qm9p=h_8zU4eDW!ppR<_f0o@qjmWca<w5qsUa
z_hXfIrPOE5>HH)_BYsVz1d?{P?|u4r&&G+tZNF=+Uon!a7_|CVI}SqASD@ITr9{ST
z2gi4=y<*~`a~*?-c{|kv@{n|QE-wz~!DYkwzKd<UeN|emaDNue<^_&SuJInxx$cP*
z?S9{6=Fos0x_{%1^?^Zt-2jqy@u@JGX+*9O<3d?BQ~&VY=qqAh8SS-g-UbH*C9?=q
z7$2b@1w-j=+xP%NQJ;j1Dg6rz)CCuApklhO5Kbg~@YsF`?1dTTEa0cwu=3#NMnOB!
zQJxv8LAudJ-e}Tts96>s{y2BTnjnpU@5d31K~d-5?_aDFIltlW_L91FRiYu1i&t2k
z;Cj>Uu(sQ4g>A!NnK&f>+d?jPnG8F0hCk?d?4_u<%m{E^=4@wbuuq+cOOyr?n#srv
zlMM#uLXM9|%PXtdictWhJqM*0qO2^R?`ZrebB%r5OZ&lxW(ts8Fvh`Krd(T8_@Sq4
z2i;QE00&`Ecn*gn<!Vr)=&%kP&j~f2?S+AyF)d_zp9VJ54TIE-b`Eg{^UA!Iq*Ump
zIJ#7+jwoozB^c>W30Y8C7*9}alhMb8YyRSOhi`}940GLgo_fq8bZNf!TJ?3)MT@Ag
z!46X-0es*NThaI4S+&n6b3V`KthvrxhJBY7k{VCwsJoUlO(ATl6bd%O70GyS!GhX8
zP#WN6taeOs{U<ZHm=x=o{tfSkxn9I{Jc)y?uih@ZTpK>goakEv&Gf~y@Oi2Zb4H&n
z>nVRb6P@b5mhlluX(yy0dTv>+R5TQ-@HGaIOMi00g1SniT$5i@^qwNW&(S&%*VUEQ
zqThU4Q7fQwwRn;>_wH%{&0RNy+nG@$VNCv9!07Cg7UM7^Oj!MqQ=Pc04wZRQK8?~Z
z)jb+NC?x-~7_mtJ&srHC$VV5dqe^XuQ<98h=_@XvFR-GvR0}itcJZslXO{_4CL>1l
zD0?}v$Jfc``q(p8;UMg}Rq>@SAA)U&q3`03aNt7a2oS6Rg>34sEJ@6k#22y@yWb<U
zMn&}#oRkvqIge2_w6e}(DR4+G*TXb-dK8tY^8}B3iefAJ+thvJ)0X=9U$0th?*-<;
zNMND{vCl7F!QwJrTKAF$UU^9ZAu&j!>jL<Hw}r#p3r)YBRV{ZYQY<&rZnu@NGLnSM
z7grgItNpNPc;!jt1ll1A%tiM?Ss&|?jZ`{+r2FnVtc|Zc9|o>?SRb<K;t_pIt)s_R
z5y;wpzPrA!T=D4W`(fL?G2xRX13?@4+LE<QmEX9$Q~X!6zm*P%=lb$|-!0{{y5NDV
z_qvntZO%hp2C3<DR?5_z*9i8(daVi$w!YHU+-93M(kRrWa>Kg@mhgnScKy$+rGr~X
z@Dc)@!qzW4wJ_fmlwEhh%AUnaK2>(@iw7JeCN`y-m(~MnWegsVy270cN<D&d7Uj6l
z9%=knr=VG@Ca_j}pYZd*w#7G&C5=3Xxr*U+?G=XOWzoSsuG=0C^weg4qU@ZKPD3o^
zO)vOljE$Ay?4lIf_If#P*RDt`1|SV83RU@PcFfRh3DuLat2W#zeI#_0>+lF)l$wN$
zVg;Kk#rzol#;B5^mW}x@Xj(faZQr+os%lcAF8tNs-j9EGq8Waq{2eyr^ACENMIoKq
z0ww3{vI{S{{FeQ|dAz)QQ6FvB?5xae;{JUk{~~CZZkW#|xxRPybvu~G<|=2MvAG*|
zhPJu^`B?axt11M#+%Aum@h#4k14@rBWoFsPK*2W*#;0v`?w%Oquaef*vA{qrcm7CE
zRO8~qZ=0T{zV{V#2~dzb2Xx>&RmC!HbhaV~H!gf%dU9W0RZ-bw=J6*kM#L~#0;Wd+
zzie<EcxpYznE7thNN#bHe6e7tO4%5uoACNhwT(EzkzM&c)6lX{ow8KT-jJxMS|Xn|
zaUF229JVXSJOUt)0aZ4+Cx|Y-DJO{F1SUKw?HluHsAn-kSY#}*8pib#PXeKP<$@c3
zm<fe0^1pV|8;6n~{Y3Uci~2V5Lcr3g%4;i%2L_K00XEy96}Hhq@<(m3Jihh}c3*Gc
zidWi~%_ut$Ka14|m%EMLK>4#*=}JafAS8P!7lk<}i-u^<v&c1fvd%pPN~l2)nEx-<
z3wyB@?_Hh*Q5J$BJ#6s%Wr0Yzbzl1b`-<ZK;WsR|VzP<r&tGOD6z`n)`CzyY+Wh|S
zJLhWX2gtBGBbWN`W!FuLqL~MwL9w!rKM1<Ia*4o5X-fb|84m)rHcyJ`mN4i}^AA7S
z43WkIoZEohzW=P|_PK1F8}Ejw*D!1_#ZcOTrr!dhIvW!W^gcUyw1#usl(DOpY=><y
z8u|jVE%{kXa5QnduvN$g+79(uei2B+yYH;cFa49MX+Vt)tMyv+ut>@@Pl>SS6o_gZ
z{b`6p2(%#~9nkHINOhdLu`M>M|5s9L<`b0$0=hrPYRd=b*Jqp$&vpI`{W;ou+^1vi
z*}`LxFPNd$ciwFFI6Kz<OWT!D*0;3%Xtdi`wi;^gZfYcaYmE3bLwkm&s8$DOjZ)n+
zNjdk*ksm!!l2|bPn#_ii&v~q<nH7YjCAK_W+3*B6>XJgT{A>KsW^hM?BQ3)=qI^mG
zIRb|O`En&FDvz8V_U?Czz+8&i@fn>1^&Xdc>X{PtRrhlDK)SrUg%1<^xe+}<86^HL
zaYjeNKZjR%S+xxEWLQXN4Z}|+5O33MfDKOzGOaflywLxsVNl<r1UJ1!O2hpNI)q-|
z`98UY(=l|`P?$cG)rv;^jSftrskNI<6tX%UrRhu7YfNne6C_};s#>{=ipTWxvr_I^
zx)=F=cR-TsO^^h!KNyM92EQ~mGhFq77BWpsGn+i8TNFfJ+4QS~Q8hBR_KX4Ks)OoR
zLzU1hm9SdIJ9BhixqeuCRBrt8ox=oJgN|XF$Ij4)^j1Y{3F4$CL|TQ?KLSIO;%)YP
zcIhrygVXxVh}0vmV0b8g0W}Kv61AHsGXeq*sCZ`%_JUdCE78WS+LSB<?~jRsk!5hq
zwaj@yPLrAe!KZ4C)rmPbd?s}f0g$7GMNZx;GmbOnzE?4euTr0W#HULrq9MYb$EDLQ
zez&yvniX=5Bqb66`?uWd=Y0O>w7Gvs?4w^W{{U_<WJu4ib}_7I_=EH{p;*F8e{Ra>
zKU4h_qV4_!PP2=Ejh=^Rk}lj%{aRSXIrAT(0c|xmD$zanJ{=31zuyD--V;*kib+-H
z7xGq1#RD?o<zr|eVcLWfbpk&|Pn$5nFDjWG+%f9aw5V6J&8(Uzo`~rY9MD)}Kt{T-
zMmhz{F5sD-7YnCRKK%A3cyI;`*PbyL1Jkg6#)Webnsm}dUL`DW5dH6|vZC>(SsSHM
z@Eqkk;0;YvhazRcuKN_^%fulxUb9?Tdeira`p?;n#CI8)j^g_0$iz0n;mPww37#uo
zlCk`~n|QJuNu4syIGt|eXGYg)$Sk2(rHS+|df<*UQf({NEl9|d%3peCX!>KyE0a4k
zXj8PNxEHNBr;7&z;e;&sXGp#>@vKC>BhuX6PAsC1s~gbHVh%AOZeur3r}9%BE2p<`
z=xO`$gL`-FM^+G%)XTcJjPFHaal!9JsS|Co`1-08{)lc-({#D;%Hmt>OR15;Q{1_?
zk34FmrAvOexscusW|oF8(~+nLNSJK9(Gg!PoY8jGJGRS}7WA=!d(F-=nt9G~HhE*&
zp{8?}6|=JZcWQVO)f@3|MN}VBGL(-;4gM3nv5f!MroYdx++C=$S!s?&z`Y$aKWcED
zEj*=s%OpAZafsF#v6~FOg}kaB*Js}PYr}T<*bYfa*VN_xw_kWo%)NEE@mj9HSJh35
zoy~sRMHVkOvnpZ%^F*oC!_Q^<k4|5Ebk^l%OFN3q)?Rua^89hZc5kl^#x}XN_1~II
z86!-;+0+<ko6Vb7Cl}^t?Aw2CPD5c<s;czG+#2rV|9<9ozs#O8gWG_sEK;|cd#U==
zRI`QdzR~wrwz^%>JP7QC0e35Hzp`+Zdi|HA<eUr<>8HlN+t$3>#2U*QH1*~`l^eEV
ztJT#LTljm|cCsy&tJ+)ns`+5=tP%-so#jSb>OzlItxkQJvF+l9t20+F%+)o0b2-TN
z*e@A&S!t_~^jDSb&W2@qac$Q7-q%!J;@i4j_|D3X1cl;bzJ-Aof;MDYwEAz)Kh~7H
zKjC88=Mo0?b|<z6l3f$M+`=Q){Q-{ZF0goUBf!~nn$ZNgj+Kw6C$r@0RC~SLbg4ph
zj$K9lEUhb=cMVP2F8zy`U(xgNW7soxt?(Zj(zka_irJGGY9jeYuBAe{eEnDJzInj8
z4~dkowcRJ&x_6fJ^5y`?h%H+ZTdX|&LcDSwF_|yTZLx})rcv&(o$dA~pTD|#j-NkX
z*fag(i4CbU-skOmFQd~F(U-c<vuN(+++&?Vsb&dwax;G@h*iyeZ_WJKd0KMa?h~8j
zm#><7a{+6GPNrnqrCsm13r`=hPh95eI(_r%peG6$bI$fla-@IOKM=TjOQ+}6_@=3h
zY^l<#c{>i+W<5O$T*z>10m~XGah}?>LY;F$XP9u*on80LiPKzuO^<A|f4a{Bi&e|o
z1TBvTf8aSTV|L)9B<Gsa$~K1Ao0%dCXY@p?-EW_nEBM-^ZO_&nj~`e)4Xc(~-~REt
z<l~1|J*R~fWLW;2bUW<Ig`dAlJ<e(!>&UQDZd~+^A@2SklLWif4(VNH2|wqRPnCYV
zb>74UhtD5;l*5-^(K8R+MeX}w{Ptz^>hs68FLj(De{<TqD^K4Xn>0CAytZUMTc6{@
zf+fwSUt0~P&05Wsv*K$H%iIjZMFzF}a(Wklj=a%ud}iO;t#6La-u>>t=G$h9Tek?Y
zy>3j~o00L-M!_`1w%7ju2C?6MqKknu*}GP_X`1_F{5`&{rd#GTvtena#irM+dx8Sg
zi&`6V{Vyi2v6|ECH20`p-DEk@*5ezi-h0l;c=@`khs{J>vz56PI5J*gze(dz(f9Q?
zIrgp-v$Q<^;n=pdJ7zNTNvl{~mOLY~=V7Z?Na=5Bxds_o!RvSK{FBf+7P0^6%yS9X
zj7~7~J#099qXD?sj=1ArY`LtqUKOqB0XAwjZazj#+lHiN7O+MSXmN&L!+-wz-qso?
U-B}&L^K%$HUHx3vIVCg!05LZ&uK)l5

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/annotation_05.png b/content/sesion12/img/annotation_05.png
new file mode 100644
index 0000000000000000000000000000000000000000..750588aa7de1efffc21229f17400361195dea1d9
GIT binary patch
literal 19861
zcmce+WmH_z_a&G>aCi6M?(P~0?hb{!y9IX$5F}`DcMBf0aCfWV!6~%xu3!IqX7z`e
zS<`EJ&4;R2uWG$|@7{avIs5FrW7SmT(U6IeKYaLr_C-NP<HLuKyU@=Ui15(&1EWul
z(8EU$4SA^#b<?EB(34L#lFE`FJ~SqyyqLp5&yide^gTX&Kp*_i>m$&m!t%ohWu`AO
zl3Knd=UWJYhD&SWR|Tys`fXNzm+3=|duO6!pQMx!ze^D!(X>c}UJWQ2`fg;lx4dRb
z87iQZSha*^XzP5VlhBZoQb1f=(D%l^?1^U4AABqD@U)yrIv0q=U7Nm%ycz2`I#F!$
z^ePBAyi=kOY($H|ltKg}MZRQ0k5pn3p;`Yqr$QcrejkIOPDuwn2FAc}Qbl0yO5?^L
zL5~zg5?>LiA|RM>0O%z{(F~Y4|G8A=|M61Khf=mP9cBZA$%YLlTZiK0C`@<1>zkW!
z#nPz0K6Iu;xkGH1UlL~{0OzPB`_Mi%3DO9s+Lz+O<Y-Ly4sduuSRSmtc}Zj*0WUFY
z%UQQVcX(A9tqJy_q+UISWn+6H+>TC$l4KU9yI|^(gg4v%kxa1j{*l5i8Ey=%3E7m=
zfOoX?A#`jz|ML&qbd%M^&@p+A%p|^$e(4T}X&l;+%5@rmj(QX9LE~j|M~*y{HybL4
zNM%#(QOy6pG$9_!N?yF_v*2S^(HM-d8A48Mk3-|w)l~soo;QI87mV$oBZ_M*%Z4oe
zcP5sXZLfwk$BN3z0kL~gm**#D0oyV@_t;MeL>vLzFbPD$<e{OG4SJKl=joYhMp_IM
zZf=uhbP*A9qrAIcpkq`;0K66d_FBtRAmgf8NH7jU8d5C9Za$m@{$N}%=ZTUkbk#B9
zX{H#6rs$5Zp@|-PIv6D+j^nf#q2YhvxxR6?s=MrfY3$0*w(q_<JY`@QO%u$V-m<s^
zhEai}EtFvMpPt-)@ZwFd<`-XSnmKblcSRdVSNtJlc>O`$H?0xB6z~>ffhRvC1n#xt
zwl?1xke!9|+{`NMSd$6${iYTrKO#n($?otntz?g}brPQ$c&P`bK~0g&dZ)ZU-%3m*
zS>E~cCTeSEmy#?(0(yvk5RDm2E2sMQTCo}ad&+sReWSgou~72R$OHfYxPf5bBU6e;
z;;P@`uDP^yeoWN%YMYqE?E#bHF4qaMk!y8O^4LDm$R**2{;q426T6-#BoM`_EF3iR
zYWaKGt!&%GH_n=0sAGQxS_lbsh+>ud9@2m~&c+vwX1ZT<193>bP|gw{S}_hu6F6L7
zHy8%DIh|Suc7VCPjWYZk<yg9=kZV=gS7PYZDKkWfVhBv%VX;_zF{fr`hMBA16T%T5
z3OlQ+RwySsE)5Me!_f*t;@%r57VGjrMJ2y6BO@al8YzY(c-$8WH=p;SIYauT1W3Jc
z_X|wFq^z((ms@g?@JdU=D5ATY+r8Qa%w$LI=+UHV25dLPA}0^6_(uqNeva38Nf~@z
z15IB3^Rn|5#svNFBdJr!WlvhTF4O1^{#)<+{?8CHb3F6iIEYj>5w4+qesgGhgk8m@
z*GsU=c4g4MbvJ%SY&iO|k0#hqSviqBFC!JE@j=ao6=P2v)dYE$zT)JB2^tS1wzf5y
zh5<G_QRcoQG50~HZxaRJt)%lJ`&fFDs>7uP*mT8O{8AZ{pfc-;qtj2!Zuw&AiOb7;
z>M)|7SKl`0`>woqFhC)?S_K|sW0kuwfCdg*X%0r`P63s8Vq|c2ZL)>UoVWVx)WX~R
z7RN^RL2)d<a*h~^q-6gte`C<b%If_Ten%wgXWSUk1O)RH3=46T+}745_lXYL&vcUY
z7}yhQ^hpIPy_vApt#I}4uT~=9g>>IH4AqCzndrWibHnx+jX1?psl!oD_lZB5n7IjR
zPFZ@}x}7+88A6R;*;vE-zZDKf#iJBupC|@Coa;bu#sj?>3$IrN#GHqh_wQBVD_6S<
z1VgD*qnYwT;>(wmNm^KK?|V+IQ9ef#WhX?=xP#E?3f?$AKtMIwqt|Qs;N}4xAKS<N
zv)ujz%L198AdvmG!n<@&8LjGVHaar;$Sa0OSWJw<oH^hQWhPITB=H$D3u8Nk1mWQ_
z-EbP8px_(D*28yOl9M`mZ<m?7zvIB~KXR$px%<{SiB>?aI0=R3MLyo~!wJRu@>iE3
z_2-Smx$S;zoz6%a8c~!IGr~U@SBIsUnG2WAR_e&|qRu^6a(>fmr{nn^)Q4PnO1br{
z)IH79@O%p@06o8Xjgs=he-yF-@;9%sRJE_XKGV#>gO-Ma`HZ&$C%C@m^5Ee&!@URY
zY3Bm!&l!chJ~%6w#xbW7P%7X=EVt?W;KAQ(4PrOb+1)e=P)2wraovkC<e+t?+u+v=
z<fC)IX<|a(&8y*8v#R=@EVA*k=+FSzOr8U{^rHwD^!Hx}xyK(pGA_mBH(+w&^kEol
zQERPBxOI03)L3hgKN8b#KiBGE#E~S;J=BF65G3g2;L(e{kTIbLGPb$xkq5#>m3(b9
z>U|d%c&j&!w|aP;)Q)6Wf1}c<d&Bxc9P;DBAh~lBme7BTX7&@Yc_p*W^DF#a2U#%z
z_7SW6$-whI@$6wk|MF%`*}NvhS|k1v&?hEIi|ws{hcMthem0VRl=Q8=<?qmQUu5xc
zM9b+r$y*^Obzg@FhG2n6awj*!aOXsB2a4;|1Hqtq``#c12#?owTc)S1Ct7icd`R`a
z+XEdKU6;#@ctbuP7|4lHC31Wa`Qeg&Dq6hb+Bo*1=>9Vq%I=DZ5A47I&3d%Lqk|Wr
zxEoi-R%2LCU-O0=y>fos``g%zERZ?K4EQDGk^&z;>9X<HbMdooT;EhCHclFNv^d$~
z`p5BXb6*+)u}b+u?87vyv*L+b%1R!}qhseFJDWhMVyuLB;UQzU%+u_Tg5763{us(h
zaQ+0iAIaBud`3ptSrr>?3=(pa4@|EF5qw;`Tl>cwnuRTn^X_tSLx{(#vhViNN_{sM
zgPwphcIO}1XO`C}3QB*`HfVeW*d=miK}Jsr-@<`dxgr{$zC2J)GV%%~dn@en^kXSx
zhtO*Yc?UM5gvPktaPB{2NaEm*zuVsT7NvCmWqY)xfA}^IeueBwFVI=+=k*O%bQR!T
zw(=vV6F*g0q8h#+wwSx^x*U9=$cwuzeUJYZBlD<0zg->?g75<9swz4{p`U+OueTe+
z=_!*=ki)82v`15nkDn3T_F2qw`|U9NnkBY}{56lSxo5vzjVXmsM0&r2UQ7bC^pQbe
zl`@L;YK4iJRq(V`LnAuop2kE&)cZEZHvt7hg^Eg!^It*Va*|8$$deaE@$cW?j0uP0
z%`v<4x>Dh=9$tO_8n`bw?S_4O@IR!Tn0b3`{6{&zx=IPd3F7|-*VWX7t<K6Uq)oQY
z?jNM9trJ%j@Rl9uJ4{c}$9`>WC(gX)!&;gzn8zwq*+Gs&h#N6FYU_5r*5~5WF5Lkc
zJ1#4o7#c<q|8g_q$jZ!lRcJvqq6Tiic_1Rg2@hwP>EXYL4CWK%Y_OmfrO|A`A;8-Y
zsL6bIh-Mvm`Qb1GGB9TXZpbhH&7*Ol?0Z9viY%qcfU^uKeb?_P^HVb(gYkty8A;+p
z@Wyo<24TFwy$kk`TjvmsQ86OU{=>q-r57>-=g$<=0Cx#=MG`MdSx1(n>t(I?ZNWy0
zk=QsE<uM`;T26IR&gYEata#4-bp%YIz&N8*{ezvU8c%;cmYY;-TxLn;r8ip#uU{vt
z-dW>9VmDc1@xRbwaVN^=7b?cx+p0S+%hjrW-CiPQi>Q{K&l_f?J69(;T9xYBl(#gr
zFwQpq9aGv7d2Bqg?XxulrLeJ(zfoaT2z4r3GV&V8BxFyq&9+=w5cmh5HSdG0n3=zv
z7HbR#xB^W<=B>Z(wdALkf4kve4YKV&GQ{-+`1l3s(cER<=TB#54p~%HF&${U4_7CP
zzd~RG-yZv9wS_JVdyXgAWk`50mq^FMGP)`?Z5lq{F@!xI*7xFS59;ej5A~Ap*8r=I
z3i_8>bFPlWUkhIcesy$o^sMk-ie4~vWqnmXf2<n<!uhanY3b_v_$SmJY)ZF7AWkOK
zhl+7=4Tr6LyZf<w)L<*Il7#rUxRLLLgTwB+N6%}yDB@$CipvB_rD_%;DBoTLANPqu
z)*po(t@<-`#cx7PSMLG@49>6T@~ongrJBrRAi3f~Pv~!*K6olixiXSL<ZtPB@FrUi
zFplWVyW!ZJLs@hW*NNXMsN9ikS%i{AL%PXK-yN;XZ@1pN$V)*%OcV!1PG`*%kCu4I
z?LF+vhUYr_HLtLWKJSJ#KJ?Ff;(%w(m6q~a)ya_y@y)2th38eACX4JK-H}Cb%|0nR
zxr<Xxe=kAsXYviT#W^D^AxG@0<dAr$_W;`anogVy`?Zok_ZV@PZ+Zt)tjfx;K0I)R
z5@)>KWOqisUFYoizPRE6XH+SC4QXOPrGU%sSGj;*W~a9kaX?o&56>daLqc=JxrUb3
zAH{9_MpC>3$KqXI#w^nykM#5d03fB#x9iyERNSsU=`I}-Ap>#9)7}Fnkzt8u8AGm9
zq!IKaoN$(o0)OlKOdmCOEJ}IGMI7fkc?q(_9Ikk=SrIHA6#XuIo(_(ss=U&DEFLjR
zbcvsSLswn0E-oyU)MCF`YZBOo@7`U=aebCwiETOjV=61=Li09wZ`yj)HLq*ai@CwB
zQ{8HTsAc9zJn!;aYTLdfPd8?CPflEA#vRc1dG*j1Z^n*$Db6c;DlBRMhhybO++F@v
z)$NdAyTxLhxY^k&yZLBQI!Cj_i5cw|mBJ;-15iNhyoPQRcR?S^daqw>kJx*~=D_`m
zCy1wX!M^apwHdFYg#j}FslM&>a$RpML$~n`jvem$L_5hx<YZ>=r{7pwCjKLwvenWW
z0bHVTVv&8`DdVsF8JmS1Oz9ZNCM2K|JbPxqB+kpDXv3}8^LTdTXz`xT=M9Qw{dxq2
zr1+Rg;_NRZ+a}kSDzQgkr&md^Pr;w<vl@*f?RH5wyP|XNdDZQa8dH~{ihwr;A^pc}
z1B$RY7Kn=9u4qZ{B@j`mAnN;K<1Q#`Y$X=mG-ydf_oI@N{GX$|F{9FV*lJ;+aIb+R
zFOwc+c($i|k&4R3P&kG(y~Fe2h%0p8m!fYESxzaX$8X=-G58HgWa>}yQ<p9_9ws(i
z9^M|Ef1E#}vbG-Va(k-V-yxES;q6iQ>)+~Kplq)x9W39UB6XAbLNJ1()bKsKygzqg
z;@|t+<6VaIgQ=3u%@=e0D2pY|B+<}VFmv*j?D}gy?@zcD?_f=%Gv*H{d3tv>;}SU{
z;*0V<GjB&tZAkbric!Cu%}_CLAS$jAjd*e0WULC<<WSbn*HzYGPY_h6!>N-i2#Q5i
zGV6#*eN{U$>1Lx<o@R1r?jf3Sex|)J?W+N{)c$#B=FzvGaNP|D?R0@y`;*G+hQ}}p
zB$e--ITxcn&|Nx5)`~k&#7kkA+E0v>T^Y3ekA54f?ucfijZIHGbhG|G`NyBP-jv+)
z8d8+KMsjj;YG%`?lqg5@B>X)z9;OiioEG9%*sS>d!TwM*vnR4(wYF(5m2*-sp<lKo
zNKSaeLp0K-)7{G*83}24X~k&cnD@D8X$SSYkx}4LAz{9jmfj!5f@z$)7_4F;w9?&)
z?)FZp9s2cnrRUk3M=5Zj9Vh4XWhjP?hw_D6<B8#knuFUkQwA2NA}XtUCShvWZ?hvf
z30=Qdn^{K(xnDwv{8nt2eBU1k3J2-qOOlDGVc1;SS+{z~=|LgHt%6<q#d=@(DG9SB
zY$y*!OV`q~^zJn)Foh3<I5%T-DQ@nqLLLQFceD@B%&;fAHFas3hjW;&hlN6>ejh7M
z3pyT4;Wh7VdhLii`ab!+lYe=a9L)Tzx^)}+PRJ#Hoz^FJ%OMtMYg)d;*>mhPs;-OP
zrThsOmf7#-*NiG85K&!A3)lIjpH<<jBK~D$yVqg9AdL`l$M2|r0+-0G)eDIX{v`NT
z_VxoYlj?vPPtUI`BMCW_Q8!oQBY}GA0?a{46yjJ0d377;hJl?xP77e{W7%T~eIpnQ
zP{`1!#(BOLW&&?7z67~-hwFXrnm@W6OOGl;BN)s)^G3LKpOGlli4A<qt$T$GQA<aa
zQL%^^eQg>LUl|$kccX!STf6Egc(l>f&|tYxTiCiPy?J%)^cc>CBOKXg_pyC9+27B_
zogj#Rh*_?_8%-b$|A4Om1b&SgcE-;uryEk~C$rG|qkh~;)~jVvCspM}h_Z+Tg>L<L
zUv7r<0P$Nei5l^0#)Nbu$`*c93@#^ckiF;R_@6`D(Xd?*(gnK9MWzzai^u1wE*!T7
zXUskCw0a{djRCxN%0IP(86BO7!yDq3p$%|O=)%-;Gk7>IuGxQGhh{p7Vm+KKo<HAE
zRE!=$T#K)6?TV!FK=r2$^kPY?0-i;_+t)!Pg(%55r@1{HAFTrV%m@$_Ws<s(nchEe
zS~BuDF%588$CztWvRqZ)_ESs5o2z#t`$2f->ZX7w$(=Vu_q`dC1jGlZ|GrB2hC!Zv
z#V%j8g8<Q^m+0@csHzlHQE1n6-%qlu#Lz0c)OZ5N0vIrr@{xy@v;%9-IIuqXes{Ej
z`@>!CvA?{Xr%P$wA3jqt2qd|gmgu&ROExDLH*X?58n=nsU0MiaVW9wy14*sP1Q}o^
zBH?qMo`e>cmH>nS$uG^j;=ymh^s0GmBZ4<8N2elc6e6zoj!Gi`PF68~&WsKVYk|Lw
zgX$eXS{bHB8W9@!lpXrIlfzBI7sosq*_VT0`=hxtsiE|OjEwEK2e%i$`PG1(%M{SU
z&pve3z@G@_+sseJ7~6P0L+(eF5|b1@2TLFVkg~Bcnwb7`A>>)KG#9RKGKQ1mL~2-u
zROG`AXZH&TA79I(DmmV4V{0q3X&i$}&=QgPi+n6L`05HPE5|*3HAM1+mwMD*>upuP
zMfqZGtrT&nJ6v;eaTpNj;sO!a-bAbaRd|)9cO;pX`Q6W^vd*b35b;NAVVr1rvuJwq
zlJ;q0g=jN{x8^Gx9Kb^v2}VCwl*76L@fwO#1g!FLYj91|@6ZCoC0PXNRd!~^-uZe9
z+*Us`te$p+aR6b3XZ9*Pntlc4dZ-#0u#6I>FxvY=hQZ)seR9$1O?Aq9@~Z564wJj5
zr7|>t5d{X{4S`YOM#dJc_4qZ9*xazNOAp({;*fCD)ym<=!)C97zmP^6mS4gfSfa<X
z{ja_k4}ExPzE>-|1ZZq8qF3Zg7k<WI?0@1QU$n@`$D*yZ$jb?(jzD}CRR){T>r#RO
z;DxcU89;JLn|2y#bR8?L(+44SpD}tV!7&DJaGUroJ-EIm^2Zxsz3DrG+LreCEB^8u
zK+fAt|2Cf`&oP9v6zryg&|;Hm#5Cq^WTnz-v1Xj#X?4y6iRr7Fgti!CLsX`8?*06B
zRs|`Lb+TP7fYF11T^GeeAutlR?+jo&)?wzxC#I5V3(qk)4em(SoLkUEuD?8|MmXpL
zaQhLB`PIL7$oF~>L=!TR18{6O?OC5vW_WY1wOwdy{B_Ry5|*dhHQvW>GI9GyIvKEN
zd*q}w_D2#*Lgr^VtZzY((p(2qOKUv;<zCFJIV_JW#sxIo7eC14^Mei1-MhIFz+xu;
zrmhFPS1b0zaD>2c4hol^H;}_{?6t=3g7Njr{(A~~ce|HEy#5P0JKnb8#)3uO7I^;3
z_+gWtuE`C~EI4I?{m1*`Q#JW10`$HC80j%R5t*HD_v7|+e(~@B{CI!rlsjQeZjZon
z!0jkS>!#m4v)oWl!ct!54lBK#ioO0zMKDjwOkzYVNX%?tx57N^CW;W;KEArFuNzr0
z<clRqbKUh_JeFC&J$|o{Ve#vfIZN^p8Ykq`*p&FyKuG~iwi;u#Y=}`+fTrq{qLb(S
zSPMX>iWD2K33XDulEnIzr#ek@z=KM%a<4Qk;IdGH#g7|GUyn-2hpq-x*k}K5C%-#b
zDsDq#vV|$4625loGE<e97D{}D7bTBa&=rdtIt}^O5<nrbpX=w20%g?6;Q(C!>`<xH
z5D<iQagjd_4GCuUP(GF!a$fk%nBPL{m_*HkNi-&xuNoy?cz#C<Auj^PuPO8B);4_Y
zF7Hv+{PJ1*LS)2mskGvqjKWkU7z~(clJ&K<XpfhD;XUs?*wOh<g2bu?sfJME{^5TR
z_xqV*?tmPl-kPN)Eva&h9}Xq-eZ7J>#c5JQ?##?~*#@Kx6<j+DqO_|Xol)sx!(}E=
z_(43G<AY~lU~n}TeMx;fO4Tv!p^*tnY=})eFo@R4LF>5ejm-`UuvD=jN`65NWn{D!
z@FTS{?3J2NExp1(!Eu^Ek0<hyM=$=nhhfgoJ0>c0e;j|()8%$JwQ@jA1sna7?1rik
z%RSK-J3Z!0f!&hgCtGdzL^6@!U_`*_PcZz;%pDPA7>(wa`dzRB5h{EFg*XyZEAi7G
ziLW_gO3ufoKR)_@HtPHIhIKYH7}hYlaDvHaha9!}D$T${oFb1%MW94PPW1c(I&S^R
zDYb>MR$X+RP0{a$(P#)0S8Hz?q?6UscC~Qkp>K$m9|e~y!ZmiH2Osa;lbc&xTd9MF
z7$TygV%s)oqR}bok4iRA1j}BG)K6+R8;whJ98h4=H0PGr<2q{wIWjXw<-PGaz2JG|
zXm}(guPi?P2AtyK26p04MLx~~X&cOHB865zD9QRgd+;<pnD*FY`jX*os1o3zMXx1n
zw!eoqDU)n~U{$@MF$U)5sqbklDH}IxW>0SaGdpmASQs}DPrJaZZDYKahJ&1rxoEG5
zQBq45<q%;j;+3xXb1akId98c$G-;9!sdzAMVj|jVa{ztst9SM0uD;0X8u7`7ri2uB
z*uwlXX^i2y_kPbi+jzTkRBbPM*#L|{jSeA~oJ65U;~%4MW!%#$rs&>hzfI^rd$bU?
zEsm=gh{W8yZh{ct%(>M5D{s>gMCfYXU~{Mz`lH=9r*Z)^!@cYqH`A;&aoQR`_&{cZ
z)tN4meXqRW3<yk^yj%2!n%IQoUX-9~5)Z?9%)R~A<>?Re*5S_eb~mc^auB^I>;Jfo
zq{qpxFJ|wGNq|^$3l*TY<wCP=kuV05O$(9?Z9Y@$RYw)Kq9t0B5NDrL>pSAMAX4p1
zLH9`zm)Kg2Iubmm<#BkP?C;~p%Z8WIt=|@RY$@AMbgE*hm{OyUza+jseg3S*syM7{
zjnHPP9rNvM;D#O@Dc#`+{};wk&Dsrz|0G1xhrWa_TKc7W5h6`Mz@C9bRl<)8jn0-;
z1KBIIMMlmLtrEmuk*G466WMexDZLMqI`|Q|PKa~W!)+I~JoYSI7I65+J~Ymz!Tfa{
z)+w92g2*8upN2-H3%;-BFNTu!i1PMF-3M+DuBonZ@;w1~^93XMy2yf=@UZdOB?nqp
zqzisfn@kAUvryYiU$~*VtGRLnKMlR_Jk0b&6ue)$VB)K!(L*(`Upq?JXr?E|#?5$p
z8dBzq4jj~Cg#5}%e^?iA8eJWEick$41+=2}V<hG*{NE}V0$m(gyz{EC26H#z;Ni^=
zCk1P?Y6wcrbGD*hpS>q)^UX<x$p<0l=r&VwL$~_WV9p`ZKCE!6Aen&Re-I>F0k^NH
zth+`~Ks!aJb@^7e;7XI&Pf2&HR>8}WiCcVsCD~CLUfKjBDIMJ}&XXXjlK6*88jI5@
zDzG+oR#vv~@UNHv%k=ijMOauEr{A@wt(TCNwyrtwo)z$$fa>)ln&~w;6IPm7CHLCZ
z#6xofcUNbR1wK0!!Ae%6eGp%-kj6)O3V))Nl@*KkH_<bBr|`;3B+&UPT{|jzEsJY`
z(JM?Ge;~YrvR8Tj%FBgnt|9^D+qq)(lGNU1H(^ax)wd;koQa6<{fUR!8MbxD@q^Vx
zeqOxw19Sw|EX<rB&zp0#=G5Cv5^-SW`=gOFG<(|C*<BW5bAl1Ked5EehLMm_!!#<f
zTj7>?wYf4exmKZ4VM)QPy_Xupi<w2}@2VoHLu@H{VW_fti?h>|*)p~m@$_WS_!W`p
z1)7NGRU-%!cTLmAJ`1&CNwHxp>MIpZ8$@8vbDz{4h-y*)Z_r_nn@vHvv8usBu<V<>
z`27a0lVpTiPZBayc^J}ibT1H55@<XZKzG9bALXf313DWDGyiYulgtB6#=qd9qmcmR
zWEEsd$x<YCCy~Ui!_OAJj+j4?#q}I(1q`&3`Fp3O&9$31ivv*VI^k~)jUzKM@B?pm
zx<-ZE6`aAjiw8b5j=Po}%Y{qU(idGWMb;qlp9}gUG~&``ipaz&<nn77_1{}88D9nm
zWHy=x0diX@gA5Re^s2J5dva3HQ<49rbFSZwSBKo_AIS%r`~L*wO_>&xD=3VL5Q~B(
zjH6tenS*LL#>Ryt5vj6}x?UJQ{No-_HB7NKN{j<@p=>7A@QJ|c8#&SnduYffVQ>Q_
z%XN!TgmQKmmCrjSa-!TmmelC5#{VIe;(Kr}db*!4ZB8o4MA{arGwS`--o1e>^*xwa
zSaoecwa3p*qrSbe`6x*BHQFUfckseCJ;2-6!9n&ZMja6i4accn9-T}=W%^6UlE>G_
zj-o}w4vQ{@+GYGtbmc|0t$1Gg(dKNdDamInfD=^P1UcKVu)jbU*WqPW28btXHp)$5
zvXWW99*S4P$Bek^`y*S+%Rc`ZHn0#=TLBvrF?usmhs!&xRSsWUA42{KIz>crsqC5j
zs05&0zi{dJfEfH4c?cVB*TVx20LKj1*Y=1iwr!lyX`Q3crMe_hu1-zEM)>iK$ug6t
zsAZb^;q0$j|04ukZ0qRwCx1&AeBN$&fIqX_KfSC5%7?*D#mvpvK9bn9Z>PC@^-=Hj
z;&#0A;=sfIW8OOOof8H*Jr3>=h9}R>`^mk*0(d7x^|N@mp;X6vepfR0^5{*B0WmE!
z?mz105|5w@Z=wz<TScY=S(Bbge69A6I2zP9t_R1dGCD_#j~7s>uSjc?0{r(BxrMD;
z>&({8#OPm<#ZX@arh6kaW^a}^0rE-{YfIDJmX7CTLjIK4|5H`+P2f~R3rP=y<0K!f
z;1;8bxP`VzyPOO21G4gUbUFYrW9QTksKdZtIyB37XwkedD<7XO<Aym$eRe``_d^h+
z^;CZJoW%%6r!ZBkAnC4Y=?F#VZ(nGtpz495$7vD@c~YX?WW8dQPk%uyWU&RTDg-@c
z4%s!34c&6{)52Q4Vs(o(GUkSVog{A0*IjN?yz%?^GwP6M8cII$r--5Z67;iw=aoo&
zEk`%x)4_`Ao9<xZnOv!yEp+j8WTf~^%ANJoLRCeqdMi?1{1k4R1wu<H1$v(53>j{R
zyc`GX+I%g312E8w-mUw$<Y8{2>OVJ7@;k~7Rti9r{`r$hzyWRJ8Dk+19o50|fm+2(
z(2Qk3Gtyd!pCl^xF4sPbe#SU*ZXnoC?^M`7`o=8#{?DKq+`oWas(8~+C0h@aVNs}Q
zf_bf4+Pgza)k9PCh(rpu)~x?Yx5v$N@nm%I(w-ykJE9dcKlpbJ*j4v{AsZ_Wn1?6&
zW*dDW7-xJWUzL?1&Op8nD_2`5yZ*5y_Fuk(HVw;KJ|})tmv2Lro*#Ejp<WPZ51}3l
zb-eh?{ihkg{{QT9`M);E{42wlAKt$0_X_B1xN_ym$xg}ifzRoEff<&KyvB;a<Z_);
zrs)2UNO*Wu{tcQbe$vSA6-HAGCW`-#Ja`<d9g@W%j>>w}rQ)E~hI&{=55D}*(A9y*
z{rpA0RtHK0$(T!$zr4O;VPnITYDE5qe9}=&`ZHHEc%AZ!(x(7z>~<Q2FVh1Up^$?r
z=%AP*i9Ei+4aba;IlQ#U$eA|cR^B@Y&mhmF4okI2g2mX8^6+aJ-H!}hi}&6whS7<^
zt6MB;h8qbZP3_30CXL6@w@`!~hx#roewGe6*+{sG>e>{;Zf09sVkw|<M1cmQhKCzg
zw!116KMcYKLo==H8SjeJgyLT>VADQ66m}I!oQZ1jp3@2n(qFB0wicDtn12jj&h<Mp
zZQWcK|Ac@L9}l<P+w(F_K~3vbvAJt3LdgdmrJ)1K<k@b?;UBS%;b!0Oy6~SQhEv1R
zpP=<iya>B-KNj0f*Q%73a9k<GeCKM#HYGCvo|kvYz524XrG-+QonUZ&URL|5!F+Jo
zKPV_KFv6!rkhEg09f6iaTzdH4<u6ALH1W(gpd>VW(fp<6V8+HMcfJ!2?a}rF)nlQJ
zqRg4BlarHxr>nSuA=%l7Ws@fCqelidwxKSUp3u&9186OWT5*hH;+4J|LhVJqBxt6o
zY~BzJRe;5w>*Xsm)}Q?6)j1kpiz#MzrS}1LY~MRiGc!si<_Yi<$W&6>Dss~w%tii4
z1f!|3Z-DS$d*>q*jQ?Dq@*MbFve`*`rU(!1v5*F1QlP5{TdG5UZBSLMesvsOAv`~a
zHQkyl6?9?!ZQCRVbDrqG&{F`><)5X^O_q#16U5v6)PO_W?H3?uc5yKxCWc`%Xy%oJ
zcyM2bLX!bg$XjH9PQ?x0{O1t`R_LPeh2$zEc3MOVk?31RqTaO}2`6yF9GH|7^Bt4M
zk&h&aRO|!u#A&i`{c-9p^<3zLEf2MmuaF9<Fns*M?uILghe{E&Y-nAqvZXRHAa+*R
zwlvK|9BmMv9MA~=1MHbWZ3oEd$m^pFS;+3{S91sztG(KvEXgMJHWuMwt9*j!@9iop
z<+cjLE7l)biJMdhI7Fm>BsnCL%3S2sxA%#uY76`PG17r=X^jg)q7p6UgKp+3yD>xU
zh0Sng3TX}ZxQde?sN+E{=ygr<C~(VvBae{ZJk{uwB$(>gg>-st7Y=<AV9FsR-621%
z^Tk<bAaAq0%8p!tM72QbeuBMd$sTV5_pFHVbqDxMRUslWsE*z=kbIe~fEkqWU%5-Y
z$A^Eq0cwov;D81+G^myR59-00O1(?pgNj5EJp$J>rWKnL6zijfRw<#4gXOP6XrR_&
zyFn5BMaW+)85x<lLdj~=Ko#c>fxt5tGqnaIVSceO>klY;bZKKh=fWxPbCrT!QBbMm
z=1e9x68)YV%kx}ff7`y6GrYQoZ|-{59sPo4u>AkdYhX8K+Udn=)Vk{+7}n-HkQ^>;
zyhLFKDa*206^P88^XcyLSL?O-ehI)l9L(;<iujKQ4(h(MN=Z?#`AkfiQO(3W-1mxg
zN!7C}{}7)Vz}<EI`nRWj=*$dSx4NMMLuTSADXrpgcd?dp{?U=<eZ*f%SZBjvf}$dT
znX~f<&;bMlOLDM#<P@jRR8eR6)jMqW$74!8ksuG53@K&W*%1LcDl0!ec60zb#CHgg
z+PB>JQ&TmDx>w)dZlyU%vgpBl2HPg5`M7V>zeZh1jw#6J@@JxXz&Yx^VWm}4U!VHH
zN91pR204<5PXk%+ALOR=KLi0%S5*+HdZqTDez;_s!;csD!a6ZOTOnGRUEYqs6q;9u
zI*T`Q-Isqr1!Xd(uqz<NE6VfzMTVg$z5R3`YR74GOqN)+DEQk1I7u(C30*hX^$Bs2
zd>unxN$FVt5PSnKM)$i?DWKJDQot>`G=GHpMzD6{j1Qa}*xfin7&i;X$*bpef=4By
zF{`bY-m4_-K%gq2=SlkSIRoy6eCXj7VqQ{$igkK$Pzv!swQk%5U5&~5(l@D!KmK8s
zTwSTs`!;RzYQtF=GZ+NG_I4Xu;XRtW$%W2(XcYSw0^z_|49!l5;h-1*t*FVoXJuX8
zfZ;o&>vxA#$Pmckt78qJfh;1GXyK01HZ&42)FF?O<x8yy=3P@!uQd^my9Mv7F5w(N
zr9oWiq7V5%E1<DsY!>J?WVgf)5fvHR!X0Wei=%`RB;g;S{9QCm<Nj1f*?$5SDwO>v
zuK$;<pSUr?;7Q{UL@G<y!vAie%z)HByx@8^U`Z+HzHI)h+(=7phPvpqm|A}uQ&B~H
zpN4d#6wt)_s8MFTyn5Mk@=KR$jgvw>rZ2gp|EEv0WZw4IoUJ(*FWBE6!U&O<*5-`(
zK9M4V(BwfSPJit|BQB49`71}v)4bhaZXOV|<y>54FEwfv-;Q*1Vrzn3MtNq88)NJ#
z*C8<ts7ptI#<fUd6?CBg_XgLzR-=k$of&^<M|Kq5@ssnncOW4(n!W8yjlfkfem-N`
z1~mDQ@P4|S;{D)_kbO$xcCChFGTrn`#hES>V+L;bw@rh!5wao2&ge3p-qOFxdmib(
zTs5Ovk+%()71~@2=F(R8D84VZ&OhBgGGIQ`<VcWW;wPD!6vSBeOk%>DQs#>bBWrqE
z2R62TM405dX(|SCYtmV;6wDN!5aL^>3pXRgeU}gkEG1W#XKp;ytDZbVFbZ8Y*2G(W
ztNw7wJK;6&%<+zoptW?1iGLO%Zi6K!+W}{;QW>@8jwP9uTkuWo<@zv*(y_L7;9^S9
z7hFIOUj85~|8SVyRkm})pE&&DP`-1FK!ZthGxnh<{tt6sZs>3`aQ7ae?C-HUSD&~*
zN;K%@=F|3b9jdHylL#(h63HcL*ulr?rQk2s;W}(4OyRHX0<JKP&a@X~IWU|Xm4gvs
zHSJd?WuU(pB2EDqprsgjtojAB1GF&(?_ey3^_0lxZI(YC`iZM1HqvvH_Wwo`P&1Uy
z>e12qEj!NK_EN#i9v)Y4O7%wcH!(IP(UfIDar<U67%B1O1d+P?K9FVOP_9c-M|8_2
zUW@a5Y>~D@%4JLa+(&!Zx=yZ7;OW*kT1T#o_mz6EsnWuZ3I27P(w(7E;EEQQEEsG=
zN1oxAIq(f>=q4&bIwH$$K7vMAXScH3Yt?RSz%Bn|1+Zsj=;Uh$hnhUR&vE4Lp@W{k
z=`d_oD;w~flg8j=j#A4y3d)IA&0EVa*P&SjQ4nVcE!}>P_o2kdQJF}S-XaQYoa^}K
zhg@;sLwLsCJgr2+=PVX`CyU-#_C@i}RxF^=6lpRyK@0ZTXHwMn3>$tA`h1HJhan$^
z)X6Sfcm>M*galW841<slBqz$#R_<f0W2j!_zwZ4V-|GBk;mzwjZOAi3+pumZ-iVo(
z*DcwI^c;Q7m-w^ZF`vob`4K2?Pf@%Pwl_7{gdHkVGPWyW<@#oCrzZ4nlsV5F1zjie
zAmCjkoCJht7q@Spc6}p8<&X@G$&-W$#%OIM3|c(KvP~oTEAhiHXR2z4LXnS(=)^vG
z<i)?nkVTT140LskucacVXkHBUpro<c@!pwv=0nX{9K6T$zs*-UWPTf*vdRj$Us=^$
z_Z^Y;l&$r;J?yO)(qNHPSl3TBk@98bTsJ&iiC_5#CEb{B8AO%W8Gka-v=F<aCKqYk
z`g#7vxu*<|vz^lY30G!BUZQ$I;yAct-afLHlLV;yp8Z;?@-f~NnDy1~&Y+11)B|qv
z_(^gdLfGzEa<-|KkXue6o33XP5%F%2<l9Ix5%TzX;37L(?OsA@T8Q*bF?@fcUd|FT
zWX#}4;L~Shk9~Hn-xNgR1wgSSbo6*U*2Lio!A`Q_E-0;_Ke1%~#Pl@>hhDct>OL5>
z2{*VKz~Sgy(rmxzEVb3|CGc3#iW&6PxTlN;03NTM+vSaKy8v25=dK;$@)DD9SqAah
zv=6KU298s?AwFMV+irIdwX8NHqFsKX7B^w7o$BmN8Jqme5ceZ|3zBE*WRA{C3XDHB
zu}gKx+wuhA{SNtoULhD;zQVJceeiQMVODZ5IY)=&tLz%&xmp&o7-Te_xCdV9M(l7$
zSGKvj#;M_<*JbaS?kT$zs{K<hk1ktek{^7Izo>JtlXs?3bK0uu&S3q1g~g(<)Nj%Y
zd-?WgVF@*W-=@*mjqq;qHR$ZdN8j%yyVo`o*7(`+q^@Fx*uQ2%L~L0ueiDD|>4RXK
zJ5>$OP03$vh8U=wY!<HU9XR&%c-y4eB>%CnfDjd98JbM=PrP1-=|;AciUY4X&pr)@
z-(-lJPi2Y-1dPJH;cxUkcfac0mx>2>@t}R_Z%X?%l`xM31V4#0gVQ%`)^EV>ZBUrY
zJ>83eVI+ua5FqH?b0c4Kx%V-coE9KzT`C?QApf5%N0O|rNj}okbAL?|Rf=Oe(6cu}
z#is!OpY%7)f!b{Siamq=Gdiiu_yp@z9Gl2McizXyt&(Qz+G_rHba6Zu((8k1e@T~%
z%=neSzdK_n-7_mObuF?%&j{1lK8-7xwSb-zy~96=Cz+*bn-EhFlH6RJt)#K9??k9r
z3;z*|F{YrIR8vPR{<~U7A-_KjOc^Nj_A6B2N++knagluLcH@#pwwhtbuc@fPMG4~4
zT_~OVS{fSF<2=%U<QurIAhLdpak`x#$bxtSWDNVx=OOui##=dO_J%QHVe|uaAXf@4
z2tY^vw#Kpfxfz}hmYgDI8w>jP_#^*3MFj3hL00QhU#*}|C#yV?zzAq8P?sRfjI(Mk
zw#4*4w1XMsxacH;oZkfr=&{dV5N{KXKhl&;{40AKOgekWAIXV^z%?Qxc~JDntpy40
z7*SVI)^syA(;#}-lL6!sfvP%kg%dxgq~{yWgir=v8s=oo2PTiF&&2+R^*?~%`qT4A
zI-&5;S{Pun*a%R+0ALyk_feAOJ9(WIy*oLvW5wt@u5j&3sETxIaAa4sKtRvhNmIk!
z-vG$fP{?=VT4_B6QdDBv+nrcM<|mlvA=)L}m#esf-Kg8Otdwz0WXrE%LY5_y9!jBq
z%4wqyXxK2HQ!$@8xbVvw2H#1mn!g9Q)*G33m6<00Qy{`8@lfAyLn~~?;^xvYQQ#@E
z-jG|X6C#bOw7_KX)|4vNjx(Z1YYDwLO{l{wyAS&L{WwMeC4AsQf?4TBaESGX@uHjz
z>WswHMeP|$3gC!JNGEw&hxSKZIh3CU1yF}|KK46E7pwJoaM#of(F{fHWZ(w3{*}<z
zfoppRG+&J!){0D{jfAwtl+F`p5tGb*VlDDIOSX{=sc6JYFTE3Br2vt=m)H^FoW5AI
zbmV{^u^!exVpLX2t9w&<pG^<)rA!hE2}+R$w8cqvcg>vt@=g=vM8YXvWtX;)2y8%m
zM8L2(m!}60AHzosM^Z}x#T-NKgKSmzG<CZa?eOA~4}?w2zlMSb(RK%_Jdaj<!8j|Y
z6D@tn&s7_%Hiyi_EHTN_JnvxURt^T`(P^=y2M-kslxMNm7wHtjKW}oh&up(Gjg{k@
zuK}%*)E@4{8wK@0c4z5@Q%>Uq$+gtgB4`kV#QK`PGgwA}`9TSq1(|^88*}4N=HQ1S
z87EbRA6Vn-Qh~3s_-}XGRLBOeoS((M2O%p)$h7r$SHc4!Y<W;E*kbrc4?##Ef7jkK
zPHg)3DucQ5elldT-U6c0=~l&-9~poJKcia{gW3wQPLhKi98M+!guz)mLTmAFL677N
z1Ezmn+@2;22}h)rDVe(~h+Q4!@wbgL6OCo9W$5K8Bgo(t!#`qaKSER+Jt!XbO84|C
zN7^#I_s;KEGLL@|!HIgS+lRUhp`xO><;P4U2YwSR?+Pg}zU#1mI#G8qx5Ewzrz2f!
z!>-;G{`xpISnP2z$e^A)+iLGmN1oR;-%)GN9o%)3K22}bCkr`#v8u5|Sv(SnmRG$7
z|8ai4m3<VdS-r_H>VTR~)_YFcT46da-|~#LNL_ViIvM1poH+V*(wMnL)On|*ZtFl)
z)hGC0UwS=abY7=HJ9>kxS?=0#HEph-c7(H@W1Fq;gk!g+TSwWoPODK-Y8@d@f7OIm
z!g5gXN4!!N$aDazMVZ|AN{#Fr=u-MieoeM>!M9)JB&H&Xyaf8J9E|=v!D-XgHOd0N
z1Nig*wH{@nS87_*z?EN}*J*ywgf}^?s<XUoVAozaQy2qnmU4gjO1=Fg8^zH703mf=
za(&F<Z+gvJdyO_+;z4N)@V@9zGw%I{z-?`zjw@`xUeyTB8Pr=EY%Gi;j%F+lpYw$n
zlCnMM$y(P7^%nGMDRXb}z}5KrqC2bZ5rm0~%7c>9#bT3&Px<BJ*UP(EpTWK>pi8))
z$pHl>F`qh?`KM7{ZU)%|OkQY~+gCsViXbsilD#!I`pXT;%TSPitRE3%cSOdme`DdY
z#s#RzzNk(p>O>lLf?>8&*sHtLm09S|iT&k8BkZ(p#eKv2jP-PfOENvy7R%95AgEIb
z^KgB6M<)Gd$O=&f=N)FF(SAasM(<MbRE@Izif=b5@FyD|VwYYGnWQdOY{}_`<oIs1
zxdQPDSW>V_2+my9EeoRo=i3+3ClL<bCX^40*?J7;a46mD>JK#j;AX<!K)fhW8)@OV
z(c<#NdAH?xmEu3yR}=4k_3`&IBRxKw!v3FA4O|lK($uf!sG0FcvY}tzh$quyS6qbY
zcjjqsb1xSXxV!lNRx9C0u*>kO1kIJo(=&5sjCn+DuST;M_c^ct51o6zE%9Chrc{$F
zOtLG_4iK)+GY#4GF?%t~!mgXw_f~K_g7HFQ?$^Iv_ftw}u{{}S5_x;&?b&%42RsM+
z%1{9P3)l?>(L<U)g7W1t51$BQq-VE3TUMU8tz5T7kyjz>e_42>ujaHI576^CUptQS
zCE5>idiTcF@re+VRr^fMZ37rOe-CF=?T&PN5RbQQy9h{8Qw_r33m#W&i$A2I<%TOn
za$_l_3?Ba~lds!_jq=o?@BTA@2w2cd1d8?KNA9X+*O3S!Cm2r)+r2s|(O>1T;S1(=
zf+x>B=5L;-5;n&mUhdyc>n?>e+y~I(D_s&K!p05)7tEsUH=Y5D{xt^v2x7iqRmj9+
ziSEkZ#6Isd5N%IKwS^EAh+bN35q0cp=ARGmIR&8(kpo)$m*<rL8$k|aiY9*8(Y@1B
zvb4;3o$us$HJ(J-)QY2NE`5EMczp0Z70BQUbqtHiZd{x4Z}B<^9=%2)nTpMh#mj$I
zfx$#+MRI#%NOoj-0W~`Jeaw%L2ze1YgYtA>hsCcv*ylXo?QOPI^J~4kWTMv6VFuBH
zADM{@kz4y+v`Xt}zr7TH_(qmVzyB!!3GZ~|FJz{O<&Up@S-9KNIKg5j*qTC4`k`dZ
zqy5Kg;@fyy@?I}{=3Op&4?V@PQits}*daIg-1#i{(CsWZfK`QJDl)*So68OvAZww)
zzxbpgX+TD_3$D(aZM17b%i58y+<qhT?oe!;=}VAuQGU>OcDi)LCfah~_hTe%FO3pZ
zooy{|e9B?f`@LsqbfgHfny9klYN&Lz`9Yd*T{{Tw7nzu#<q%ZV$ysM*xB#{TxTb><
zF-*@%r8hlaV7s48bi|$cPC!qDG~UI(R5El1fqPMPP9K7AIOf(c1Kar8>K&UC6ij2S
z-b6*}#1RcX4OUbaCS{KaM{{+!?!Tkpoq}YhmmS-~zb1cp0CQhte#4?k5n0v`s#Wkq
z9hCEbt5ZR4S8!omjqJQfw}Qr(NrawDBDHO`yh*DECne*jqq>q6N%pQ^1V8X{c}F}o
zw1)h&ly9aDP&h-zXO+Zux>q_L&g0J8_q6?a`29awj}C4c=tqSJ5OfU-J52p{=aZA~
zKno$p6+(9w?Sl0F-Qf&|Pf$wT6P_S$=<is(B&6RA53s^)%Y7oO@9pU7`NR8Ne}mo>
zQEr~4!&l7Lrj{8WFp|X}s8QzfBofHDks4c#y%w9F2XBF6O*2&`RjnNk`R?F$3L#0U
zYP{tLtb_qhTDWNk68=!6(MTmQ>kMWXAXRK>gQt<gi%n>7aEs(5Z;Lu3_lHX!$!*#B
zTh0(L<s4{oaMF1o*&W>vp|E%vSc@SOhl6@Hr3P4jS~qo@n>$lDvNG}2%NMiIZiJQ5
zI9I5nCofBgJI1ZD2WyE4B`N|;ok#zzA@bO(2X!tvL9m6hZp0+g$9NaVqN0imiau^(
z1kGD+Mj-m_YRV>=69_Drj~c~5nR807Ec`=a1fIZA)Z*Aza#U%$e)YO2x3zkX!284)
zGA!8l`-kD}g_7ZzpCi}h%Ap5c$^z9t7kC3>^Bl9oQM1S<#`n&`n5sIkbC~?AqZa|@
zQn*rU2l<jq$R66FNzKvn&DFWIjmN*~l~K~Zz>39<8R>>~)5#~(?zhm21M@r<QgX$x
z(u$QDr%(nnM@k=QxTPW&U3HO1WLCb%J|Sx@wzs*&Hwde-h-cjIC~cu9&;6}}i;dX<
zc}NSst!-u1b0L(?B+7pZK(_M5#V=jQTwD*EHG4DgXUQfB8#2I2x|_w~_ZoZO>B}^Y
z_q(y7>a|8e59rSBcY<gru`-voQp%PN@!aRUf@9|Na7q5vz}Zg&vum32ZF*7i6Dh>H
zKjA=)y&m@PxB=Z9fs8VVk7FnIm$BuL9k9DX9GsO+)tU`Udt_VxyckQ31w^BL(1Hu#
zYJ<!!v#Rc0VewB1fticGgfgAL8kUCB!jgn~6^vPNR9`x{`7?#E+}XB(x0>D#2ggk_
z_2#7YpMsbe^LfbKOI5-~!*zyw(PeUvE3AqCIY~0Y4$3QQ8-{7qGN9feOTWt_5IFfI
zh|-zN&J4&Mu)Twog$sxpnTzv%GZ>V1I~BmoR%yF+%|{+cpm@WLr$-;2O<CYHYHgkw
z%zT2{cs1gF{naNN2evca#l(<9Rqtj_s$d4{m+HpLuVewuB0{;MNvqr4D5b189Bf>K
zif|}eQ39xm1@mI)zDApBB@N-NyNie9*6STSp?W{t5Z&s)GCj6pw^S-*t^wtxLJT8K
zzx<a!STc`$lSVW3<9*e))2X(x>O#gPbL{>r;mB!2nQ(BUiBdj~AZ>#fmC+YGWuD8%
zOD&b;aIb0qi`UkCY%B^e<Vy&<IfAK#?5&|4x0qn?&^XR^9-3vWgSW<E9mp{7BN#Du
zMbf7RKRUp1onIQr)<Q?P8ZZ|LkkUZTpe_IVRPreS*`mP1iw}K`28w;Bjm=~A{<ImJ
zPY-rF3;j*b^{CBq%-3Yhaog>}At%=*i79xwMcx$QCTgbZO1+7mu^RwvU8ixPl39eY
z3t<++EuFy}A$u3ufM7g#QV2zt?+lO>RITZwV7#x{Q!y^7&36N#vUR;_IL@i}-ycBW
zVJ95Gn9!Q;a~u!fe2m)4ByAZW(DMp++Z~UgGmQrpg>I<9W)Ei8;1v%&A8(dz{$XU-
zMTuKDNOziY5{`0=HAJV3f@xiKnSdn5&~3cx&r)&X?&SjEz<06nJA+ulJmOfy1-qJa
zQX(Own8e}wI^^&S)43cb@Q#g_O)?jllRSdLP^?ZAvF~c7zFQ5u_X@N-3=c2~BH<Rw
z7ez?+Fp&8?42U~zl^dqy9Z%xUsp=A`S7ItN;l)ztLjQNhyXyaI7D_rC%?17pf4CQm
z&`sX|)wI_=StNy(bmsrDK4U4*IMv=}p!WrMHCo2InxPx<l)+}>+?5Ezsu9(Dj0=1H
z;CLaOwJE?tw^%SOHQklGH*0fhSvMhs+k4NxpP9A(;N(;%yLOnF(p5Wsb52(tl1Ovu
zEHA4JJOx+s=O}qoohE_`lhX6M%WBD8oa=q=ziX4Yp63mMhg=f{es|r>{p``pGe$}a
z0J3x;!F5D8p4eIygdew?UdpkGI~tIr^aN=FdBVeoE?S=(uM>*}bhaa=gH{d9ozy8S
zqS**@In~<mcr*Tf1+H=@H-V?U?%DcKGi<6@N7|!%2g3uJzy`?#mKyi)XCiwdN~;q-
zdmF|8w^@d*pW)9YtI5W2XdG*ufjX>bCo$=5ok!6>X>c0tzwk)Ov}T8s?L}U#Cl;~A
z5lx)|UD#icL!eMQtf7AG3TV?ig0g|Ewmy6C&AGL|N+(|MW2X;Hj(2WYWXRpJ``O0!
z>muit;7mtZzz$H+->J+b%uW1=Z>7biv_Zp_%|MhqF`&?@-p;(9QI|d2q0Wxq1Io?3
z0>q3er#@B>hiw()4#gjF?o(&0A}p^f=C!fu2{}I%1aM>%5XAKj)a$tXGO31@^{3v>
z9afy}epTc{xuG;_+4Jq|?Wth$V*tdd7G4<<n3T*+7s~{q!wMn>EYYG5<kE+`VzfDm
zMu7rNqNtm@lWw3Lx280xbp6?AoB`3aMD5e~X<=EF2=V|d60>n^FKHd+re1X7yU>5@
z<jkYl!1g#^RcaSXsI{n4i3~Yal+-e|3boX})t=U#q+@BQCDayeEvc%asTxsRqV}~R
zrFI4>N~xuaXoazdzRWvw&iiNnc<=px&%M8Y?m72<mk+Mz@Br4n5haoc8$>HE#1923
zE*QMb7bdqnIi>3VJEy#Du<7^IYe5814cxR1Ajk}8Cqh88TYCHbxgu$2`FsEl7mwKM
zfxbm|J9quBiQcZ#b(Fu9TiNW-OGDUu4YKic=DL{^>C`_``l4B<n+Gc#4U*<89TYge
z^h>dr7o0WUthJMZ_*Ghw=-Y-VA8jUTdF?It=u-A$EE54Dh5tuN#^Jb$lz32LR|vLg
z>TNcUFw4%!)lm`pFVGpRPyqu^9A!OvA@H$HzK#`Lxuu%_&^C@cZJ7&w4Vyf0mV5=?
zX4x}t0xa`@H-LCtaM`*tGwQFQ&ayUHr9~QDKhQP#Sy++`>}9#R4BfvmAERz#8~zKU
zO(6BYw!MHU){nGBX4|%i`pS!;Ms$`rsvY2Wo~%8Jik|UCT^};mJ_k>pjVnu~ldB~B
z^SSYUEhNT1Xfg;N<u-E835JonhpLNcnruAbZdLji=NGv)ZEWTX|9b0}1<JWk1yc~@
zu;*Z-NWEugW+jO9W;AbhHV{a6O)FKY>TX*Mr6z6yh<NbW&}a0hNh|VCm{hK5&-kAj
zjS<R6VQUSGf-PI5Febm5=GyXNFtK_Dw<l0VxtYApkRe#TH_gr(Il*huNz-8Ea^-i;
zt*DAX{DB7rPVEOsQ-Qqo^PBMX7gL2)j3pwG%)u-0eF{5fqd-<0;)4CO_{6%*RqqL7
zN~GrQG$@%}&R6Y~Ff#O>iA4tHG~D#Vg@FTdP?s6_dAsl}zo##~D996YH`ur;O9F$*
z3xD;Rnh`@*6MkmcjB=3DlNtT$8s;o{@%?A?Rz~EVeT%#=4}<e_n?#B`{Q$tI0C8_8
zwW1xTmEk4tgFqdYoM>lI%x~nqz@@8&h8A+?9AM*O>1N;?IR?+RZ|N5ccD)`QBdI6?
zMxprt=)Q87f=^LaKkSeF^+}HVAkcoJ*eYj!fJlx^cl%7JHQ_}H4gj<~mH@nzd1MU&
zvHghQkX->9mJjQL^;`oI2$xw>o9ljiSJ>WbS)VJvz$g#<S}mPoH{GL=YiCp{yv(jj
z5d7J|*DvxRc*2Vfb-`jyK~X(<p-!j^iW(fz5$F@l{@CZoe(j)*cWfAGDxAAmT`5?L
zFR0h!tz?m-sMcHe1Tjw}E>m^VI&=7Q@p@oj>>xC;8)tN;rE%oSIw6BUS>q?VwPP=a
zUN$0kNkzbbZe_QAh1feQa6)H%NmrN4iMg~UzPsmY{p47kCc_lZPm=@$m>DNNjlG0S
zQHzPMmJA;H*y5yGrwqB=*<hRm#uwAZQ#f0ILTnPsq7p`?ocfMVsmEJi3PstE>7!hK
zBGPxFl;;XI26kV+QwFDVdGhjzGc`!#%U+8NpZ$v+fYSUNGbrb;rJGm?HLkHnIEbth
zp^(T2v6Bx$7~X&bAGy|8ucj%SC}a|5aC1NQ`9GH<K0T*-?U2FG-kZSqs)U_Kge~|Y
zAPzDIqB6rS*bGZ%(^a3@GNsLIca*F{R(ofil`A<?6#*q2O9hsP^+%NGj`t6Wl^kn;
zJaZ?S*Is9i_%ZgFz<P49PI+P1VYKsd6|X@Bx(r*y&yie2y;Vv}>yfRF<&B+e;>V-V
zMk88HOKg?lL3hc0<B1b~C6QZHnVFW3xENQQ3QzXZ$^&w3!wGFly&TpXa2J9M$qnu>
zUJ7d(RB&2t_%1Fp(ATqOvNCrR5_L6X7Q<QRjk#b#-R+nbF-$>NU$~x}(Af~?0^!XV
zo~P`<$q6N;X$8(?0&*za5hGB)vXY`3@%4GJvQXyLGeWK6pNeXiy<-hl_FA{8JdC}{
zZ{v^++efz)w*(`|vc`F!@Ux0KV!A;UCfKHm@egAFv?2;T#3a3>0A9Kvn_Ca*;hu2O
ztpdlGk+XcS?nkmBXCf&W`}nLih;&VJCNZ0$ufeD3b|gc4fq&|q(s%IWK`B8zd3efw
zxPZTY`#v)%oo4Jg@$CGh8U|9Bcb)yQ75aB2gylP@%IGJ_PPC4ApV-54*Td8Js+%E-
zEzLm~c6-Fq)yJe)<l<S1C9lO+0+!XSu(|LZ&%LvPmiJ}rqjjFP5ADrvOM_8t(-%=>
zy;K2<_iMchnO;l5JK(O6q=_|ik2~Ptf%rBm%)a=zyhbx(>M7PiPy@SnlQ#w<7Ev88
zr1WoAlAx9^s(y)5eOjjh+!b?s_r(JYcQ?U;Ye~9}6Ds;$D(ehP@ZDG2=vp6MV8~D4
z$BnQOcCAS591*OKy5Uo1f54Ku3D^01tgdfd6Vxi)A&okY1U;d!e>ljRXuJ07^py1L
zAzQ)hioT`bnt~pA!LB<#DQ+@ErdJNz2RrAKkInaJj|Fg@YJ!fIdpc>Jy4f;k)rG4n
zfjuB%{}nl`D2KOLhnDXh(==-Gj#in_g>7hUuXm$$12~Y>_QBb)>`}9Xp8KZ!1ND37
zs|4<C=m@3@J9s*OGh;k^8%!xvX%a_jJWyw-gQ1PP1*zpe4)bd_N5l2ZC6~O%4Rtk8
z=lvNyoRH4hb3f0%ow+Yu&h#^dnv|koh>Lbrp&o?XDDd4w_^AfUrNu|r<=F%Smh<h2
zVS#oM4jCB_>u#7J@SNG46dU@FH5|~Bx>#1s7#-ji?>D_ld6aO@Ir8a(nj985Sh0*6
z%ByM~3Ykcn^PPbmcnz$jEFj3DZOKOhRrtVyRX(fv)x1T|Z-guEs5=}d4W!~lr{Tw%
zUm`s?pjih4E?KLmJZ87}=ATQKD=n{+yoX&;C2x20>Y9(GX8aY`m$ip_UK2+np$Y@e
z^7J>_vXbSm!hZ8MB~RLsB;i9ZT72B+R$r#1B_~*syi~DmeG}+@>@<S5W{@xKr;XV(
zN=@>o$@>C|g~_G08{O+I-@9b%L%SJou1z+Fe<j!8>I<>8O(*A>(PNlNM;A7<=FuCC
zJk<MCy_2#^Nt^lWQ4dSFOv7Q1bImO(EVM}*m-TS=$=f#mND$Ap3Zkk``~+rr-Y&lZ
z)0Q{t0?|Q4vFsW84<YH{nO~AzH%Knet*yiOs)OeqwkUI*gMPC~ja1v>jc5CfsJEi2
z6L(oe{EzABD4eETBA>pUybNxdGYasPwbGE2`~M(<jhE`rj9bIAqy9pRdFU(t54f;@
h4pRPISYl_!3e*D?@FLSV7E0~Z4da_eRfe7k{{ouOtqTAE

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/annotation_06.png b/content/sesion12/img/annotation_06.png
new file mode 100644
index 0000000000000000000000000000000000000000..cc84150182f2ce4133e25566b9164e2d3ba81aaa
GIT binary patch
literal 32737
zcma&O18^o$_dYli8xy~AGO=xYV%xSRw#|uc+nLyz*tYS;dgIOa`~Lsh-P)?%t!mu9
zeX8%hr%zY+ea`cAgo2y|A{+qj+qZ9sQj(%d-@bvhe3chqpuV=2c?L;eyYJ3Q62jkV
zrtnU`4j{~hWQD$ctB-?!Glcv)hINqCbpG}YY2ZKW_YwOtlW*VrT%|;XRNVD0vSGc^
z#a^EL(rNz4B>waHBZwqP6b!+YBrS*{uj7L1;-c<|p*!@z|Jix=w`RGbqu{(b3Ys9Q
z>MwO<Srp|HPOu;m2XVm06H~erxxK2}g9&r`2AbsF-TO?@-@m2PXEpkK?+eOyuu{rv
zf+!F||5*m`l0nk{yA1fz^55FQaQ|Ss|2YrAL_%cvzYL;bBv*d?*MJo4|I5_EA1aUt
z#^@V1$|XOPI0w_Yq%;Au7GQ9Kaexji;?mcsgoSPLlv9e0au!32EfGO?6}g(S%1*2~
z4c89jX@y#j#uA&R9lzy%M1b(s)+}KYw@%`ZNHMf`6dQ#`igKuP{i!}ceHxK3*F^v3
zoti;`&;<8PQWsn+;U@J_D9#r0?xM5uF0mQUoWF<w{eZNKQ46>y@9%y0BG1;ojfLpB
zeN&LD1P(j5ZYp-YO!Uy2hd9&z=yeTCO^*>XeFQp7Ec%i0X=$?2(LD>OpM4LfN)CVE
z$7UA<RP5|IH?4G5Oz<~-3pSF*#lVJ%)Ek2-yM&wZVdsD5X-Pn`X>_~ZSPs3Ud68JJ
zc+f$}b@JQ;rT3Ln)@Y(xD1@=`K>gmE0)(|#C<Lswa38#%j~ThrP@&oMjVx|GP?>2S
zdWwewVxBLfZg)hhh%I7*I0!ztI*ccU4lYprMyhJva)>IyXBelh4x=%vMJ?%aygz6i
zcb2lj*O8IwzUNuUXgKyor}IMrb17m~Z~r`m2MeI!*M?9Try+KP(hu3sZubkNCbEgd
z))|r=f%uLdc3lXwrQU`Rxz6YJ3{GHRQ?Yxe<iuM)u_2EG@4&##Typ+(GJi))etjK8
z2a>w6wbWhRN0n&Xk7c-ZczaIhC)t~XxudstjmPDNeA2g{z+l^dsTwWEK3pBk?mG;A
z89}EXytYD*FR~gRF--;*Mra+I%a#dSTG2?X2A)QgN=AJ7Xf=Svu-Lsz!qAGgMZsEV
znG#H<D<d5$8@|BnVSRE^xeAbV{do+&`$2q@$%z44i&>FRR;+pCA#m%5s}QrA{tu|r
zD8ECdw};O|<De#!|1@H*v4ZqDWlTWhARUR)T#ZO6=|^bq`}s5Hcs`|h#qp?yj%m(;
zWp8&pxXhM?_`Ncy?PmUu`@06|oYcY(_OqM5vq{i6jnPYizf|4_3$X@fGhTKNLrFwa
zWjipmv3@tC-6q4IM{Mh~4>~`w?9c+0eM~B<S8T(BLqLF?j~$R2(b-o}Hx*dzvFN^g
zUa0XQ_x+a6soQ?eVgr-9Gz=3E{dWh67c^7N$suUco*^5ymJ82rONILUPTYrO$Zm~E
zBT`Rt>Lh#}dapAv^vZ#txB7dyNpY*8?6A(<FHrJt*21j2e%3y2l-L%d*$VvnbA35X
zqE>&^L#GcU!Sv@39@*2;9p%Z=70v_xb<~061?PT7HP3{W{OeL<cji*nF$x%oIp)lp
zo<gGvg0zQoaJ3~lw#MLQoRO!aeP^!q!;=jc8>du?1UFC0zR)f<#yb;bSl^c#y)k?Q
zo8#krzUt!@4fR+Geg<*2PyVx#ktVKylQWvjbW$W`axuZesNp~iH-y->>Xs$}ESm}}
zqaOXD!~Iu0#Xj|8qXBWQQ%{wdNT>aM`UW|)T))%^py#ELq1fScJ4kTKl~0R~hvON~
zwkB&J&5+)vl$c3@({-_EH#5U<?Jfly>ZINxt2C>Mrq5j9PZ^mUa;fXl{$DSSy-pqu
z<JD4dMKF<6mn-04h+Ca==jXSN3<hQi>=+7pBjudyH~5DEvMGGGX(EZ6Re@#V#!#~M
zwk{X066BP_B{GfcTWNt^UOl@H2KaOF0#uqFgmJ=`*zA2bja#(~6lWp8Uj%1ETv+|C
ztOk{1QW3cy!RI$@B*MQTsQA=E4cA68iNaY%*F+8*OaWWrgfwKKm>3=PN4dGgsq5hg
zj%^1|9EP{?n5_`AI9M(OcSEbQPrJ7ucL>;gSY=`)e0O|?_U#3cW2VRTaBW8^oge*O
zO~7yswMt0YhvyZqYu!%WdEMIl^J@@UDoJFqoU|m)q_;Z*2t!;pJfyXDYKgio<6JSd
z3->vfFGl>&sLAhjO_~p`q7QbA+e2!>rLjx}`eI1uj}T|fTNX5p$-1;j3*Ll~Iefx=
zUK&|iho9(cR5U1Vc5vQ<Oj@{+j(a^%g`RuXQ*k4XU$JKMEYRBDW&*i~w#xoY;V#Wr
z@l-ufU&}A*^*K+5{jft9-sH^J(6G<Cj8T}e8K<1N9s2Jw<F{ZBcAxq?lw#rg;YFjf
z&BQa*>6Il@OX-yHUMuSC$4r!c<QqRLzJPyLZH}NwNY*lJEg4Lw1Aky)!H(&SknP=U
zq9q#!(UUz;j}!1YGGcH6<|}Ge^iF|4ot4zsu|JmP?BI;vG2p`G{%C-Y86)58UP!?0
ztE{CxqmUls#w@oh9X8e3vYiix%Rx9O?bOoiZ(brV0@wPOMA!#;8u>@d%h&OU{{TXE
zP)5MjQ0v@r#{j@TOJQ)>M$}?YGok9?{$%i--_iS46>5Wz8?#aP-5?$*an?v!)#H2j
zC{@2i>~Md)iT581{d2aR-pfspwloSs7AIzep3Uc*hn=Nh-%X+WqbQxz0fz0wUEDBR
zy<+(7!sxlys!KUl-({5z@A`@=gE<C0B2EmvFgVlL4pR2i?z(0a4wpph?jsViip1NL
zZma-pbWnFOL<j#H&60T}WKds|yZ6mHwriN@s>g(#j|2e8c3_X=@2g5}ziCh8kQiDJ
z>fyKm9XGmzG)sfuO7x-rXyX%K6AaelZKnJ3>!sImJ=ys2&QipbOp2_e*A>OavKSHW
z`pwbRh|6~SetEGm>ILc4>|C(21k3fKmnkTB(sS8Gg5Ui9?Bl-SF3s8d1{jGQZDzXZ
zeUDx9=^E~9iol87TGjTg5Y*93j!5|aE`oP@#>fB7=BY6?d*m;Dt?7!xi0_-~1Q)4I
z73%nO+)%J2p}R+ed0~)dTo=}O!}SYV|6*yTc^%6puwy!Vq`&SZ*+ev|9SNOa&|~_y
zVPiACJ)LV;0~X}5T)!ABkgp~g{o6#d>B{Y?(3@%PCQox^toPK(;rprcF_SGAeb1d+
z)lHF*&#<|>%cQH?K5`aPYl|N?BhRkp2J@`kg42CM8t1#*21)l8HwA%oX=k9ek}~S$
zq@G-2Ep1RaBC;{B*|aah^zc+Gd~-i|00psPtqjyk1*>hHZg<-6239B7?@tCB1IVP7
zW+c(B1u2Dd9(|m?{N#L{n1w%d=4pCadY3YV#fyW~rXSIABSG8zVN@Jd{#vvR5`4#0
zMSARr-L4~L%)ult>Tz}I-h|h1{>NE|l9HHTmwE`iTIC=yOz?S1R=obbQunJgh@S{9
zpQTpp?A;pm5}09;Mx<8{R(~VB;IzW!Im|HJ7V^mCl!fw+J-p5EsfOB&=Szri(-`kv
zdiR=V2IdPu+r9bcILG%Jy%~><W<ZU?MfQibehF-`&pScUtdXw{v(j5|*<l$QBLvyb
zBNbDdl1V$<ry?3-vaT?TUs!opd}4g0m(lx5#0>(*Z{K=Qv$2V-EzB0L7XVWXvMEX{
zRvfu!rXI9;-*{~j2RRD91x)XxN#^s~`syJol;}{&ULT6r_lmxY2$mZICxilouX+{W
zUyzu=)<U{_<G>3XR8<!5pLcdZy>IB$mkSI%bS;e{AZXM2MCk-%bz!D5*hHoX9^H3u
z1SW^F;f+wR_7*i4oInHQnFwJV0Q)Kp=6u}+rzQfJOirAqY8au4QGjP%XhB)Ki(cuf
zVIzae8?t@P3lxRBCR52?hJYT;3l@UB5<{9l$0cv3Wik<{@qA11%bi{cs%1gPn?8SM
zghyD%5+i_o^buM}JRG?wS#ASdpmT!<-U|j6Ov!?j{bYCgqfn`T-wTltko<ItUc;_L
z+!@J!#r`s&5)*$h2hqMe18La$=Dm1-fIZAuxszE5o!(5>&tDb;aNi;9qLaPev?}Ir
z_5+$h)3f#on!5qtwqdX}rC1=uiSr!5AEn+IO7@?eFGmhxkB!U_a)$*I1huw*CYW>7
zM}qGDKo0@H{iEsxbYkM|#JC40!TEt{)U7@vQz`iK!Ih{05(rUScDSdD`1vgV5SUDK
z@?Z}{YClkc2nfsejSL26rf+SITGkHGTzz?5_CC@#y&RlaC?Se8aBTQfFV|=prA`D3
z!k!e(ITEQ(AZHXF6>vKAI}TtaMpv1ku^+6fPhku0BgkphVu$juj}Dr`2G8c4LR#M`
z<J-w(gp7gi7DT)HMtZIH!n;S3E#=(u9<Sh<Wy3R<h0`ohD^^{7GjcgZmrB~!;njB~
zVnbr(+F+~#5o-pySCb3HaNJ=N)+`e>_}*x4qeEE|c1_5!e^NtzU!oH8gd5Tr4Ge7j
z#o6Bo3F#4bvt78lqM;S{jX?mSy%8&J2}?-!88jy+v+g@0`diKy)^%(Z3?EZeoG3}a
zA;#3bN9EbjtNU;JH-;<TU;*`W2h}uWv}<zUb~{=tK8K;)?|4?>q~>l2LUk(SLMR#v
zxjs>;wwAmK%0KwWOy0T*fz(k*3F72Li<jZoEd@Xo*^b5LaxgIp`1<OZ;5NnYGHUI8
z8*st(;)0H@+*{KVLgHOKd*JD#PR>D!o55GoXT@Wr3j*KWMgWIi8#<x3VaWT1og`U|
zrzrc=kH;l}Of%4^VnZut6iOl@KO9RzyaslhA@A)TApR)b`F=DY=K)n|3DPQC%;<^I
z2K#{ho6O+z7{f=R$ax)wIm)7*=(n2m0}2<lihtvM$9&H+s%nLdcMvUCQzMv`R>B*s
zk8cfPDRXEbi`+Y7#10Zzx46{p@S`(f;AV1+{W9SI)Vk|!f~r<fRW7cB=)z7hWC&*x
zIRnijVqfq#y*lc;!{kj+@1@(^?>tyYImBp1PV<T1lC^(BC-l0UE8(IX@8dUHs<+bc
z{}G;HqJMhhZM&itI1X2F4&G4*@d+ekXyL8q#Kv_`4A%6M2gf1>GBA9KlLn3@+omZF
zPdQ!@cnE|O#8~KgpTXB%PO^H}0QF_ok(&$3D8`FkX?1wHqZd80&zo{A`_j@FqYsaF
z%!K;_xDi$@l4LzVTp}?m|Cks7{ftzLSYjP<c?Ij@#@lt9^3E8KzWT5oYZFwDhsp96
zrY)$e`nmnC9&FH^4%=6MP{>q=COKUw;k8>$jW$1>*00_ZoEB15_Jee0XB!7tRzBX?
zOfHA?1;%VXvssf3)Y~!SF8&aIXfTIrziBCYx1no$sZ7OiCVPQ(*sjw{^nx59Zj5W`
z`n+^)dmm$GNoWWCL(x`Ot{;fKU-qdMUO_||r;Kdc0L+>2s}=U5>MUxB*@XRD-$>Oo
z-YLqiLb;2LXw^^EM~0I3!xi<}rNZmnB+4;YTegosv+$+nPZl!L5%G^vp?EgWFXl;7
z@KD44x~Q14-h|SH9(`85`E)ebi9XQut<P;<mrkf{>o<)to5z*6vhG&LxcCCfe{~~Y
zr#p}$s$>>Sy8JuhZtRsep~0?1dyJ@E#k(93OC~K_ziGwV3lE#0&nP5Js;q=CPQA13
znTreQW(O2rZA1WWaJ&U;V5Y9M0(UBFO%cKBWtE}ka{r=@kuB=|#Z)e#O3`CEd;EZw
z==Q`_E9$S?A&^P?2T`bT#u{rIW^9xOAK&<5nbg2h>pN?l#!9225kTYkMkwvrAU$r1
zcW=HO*cMX06UrkuxdiQCQn<(O2*3Ba{R86GXuxt*d?^D<K`#kWbr4QezXLnp$t!Gk
zCzA1kO{Rx+$}Gl?_XRT6rva`6v!!<YlQ1#qe3J6>%+uroecP8iOPeoJ!0-DAvdy7>
z_eFRR_X=)xarP#!*`#!TWCYM8jmX=_1=Sbjd2{ws$v{kKn0-UZsFg()Vk?~uvr~l)
z9XOnvsGK<=sEcaz9E$DD%$7l?*fKw4Z+q^@5lYv#YcitumOotY&XU~YZK56&#tpfH
z(3j~vB26#UxnWvlJFwXa9=UT_<e`B+`a^c)W~oNUyFcW<Xf^Gh1hs8tf6E2*b&;;L
zk(C8=j!e8RUWHT3F5sWd&v{>48O}O$XaXndCeHwNh=0d*%*ua4bp=ux+nK`e7cuhD
zE^;Y4T%qeeJGbAD-)byAeWr6=c$jB6TM*XGXZ8M)aBAE8lCbNblBp)@>K=FdzPOJ0
z>!1SpmzOY%7uP9tcWQI}$&j~$O@_wir2(0m_=^&Sj?zcmyf<=$@M;_g_rCWv6Kg(O
zSC`JdsrQ%9&ST&9SDX~>oQqGBX~2T2-3Ya7yD;bXZbpub+5I~I{+$B%mH2m05nIh~
z2W1xf{kFwMq9$rX7u{z@J`rUya}>{95q6E;(B2V?EzS%~xVXbWNG>+0?6AovqVUkk
z*8E<v6WF>}OqgP{>S_9tC?$+@X}q4pK#moz70a}C+35OUSM+&j`Sm3rgR5{iDZA2f
zW(oB9`V#mH!9bp2&KIiK^NuzAo+GO+6LRM6*kP(}@Bi-gFS8lRR)tXT@mOZz7SKV4
zh`8Mu9;oD@XkWhi42RbI#@lFURM4b0Wp)C>vg1i3!s`L+OYNd1Jia0{s~)CyrCWoH
z=#bBnWHQ>@DG%2Ye?Fr4sW@JbSuMQfhLcTO0+$2STY;lPdu%6UR2(OSa*cI4-x`GN
zFlZQFfftKZv^TUhgJghU&<b#r&I!B%X}+De60Mh)UHJEP5gK|{#4Dc>WouO^(gK>G
zB=lqFWg=%Ke2H693^KobgWf3YBmCDL3iPDn!Jgf(#-ljyLG=!;Q<pCLg-3u4lWxiK
zDj@8+Hh_FXVhSYX&p14>^F7r<9=Rt8iAmAsZN<W+i2xX%ex<-50iPh-AUZ2~Qtk01
zxMlG2s=()S7a`E321aFy1kuCL%3)b8yXv}U3^Y{ss<~BB!K@=H*G8F0@vVg@xzXk(
zQ=5G^R!RGevLmG<^@!er6D?<z3cKFc)ce;oy99Uv+IFi!YtH%(r>*bs#0jgMJYNQ(
zZPlTmOyDb{=g<_M-HlnvaLTJoU|H%rg?*Rb>Lrl@htzxez_4jTkp&fQ#{cH`ic=!s
zjy%ke5i$y*1W7bf@naYtF)C83Ig6S;rFY#qGViKygr$(5DW)2Kx_5?0C&Sl^WUSGZ
zRlv#<TOL}cxlS4l%1I@~{gKUAJ|bn7NwdZ`99h-7j#O-1&d160h112^yBF`sRLrq&
zR2#PuEX*#O^IVN6Q2rDWQhR-_y#J6{kQ3Qsi!*#N-Zot8`s^>`it_R$+5qAUd&aFo
z>as#dX>^rUEfBXkUGjR*TmBNS(p^1ESpyL3bp+{}I^y7-S!=>N3<h%-%bGC$z80dV
z=L%$q68rZEBlydk*_UHqr<28;ou7*ab~@OdxY)1NV#WDvUIe5Qaej&sywFHtyqXPv
z^D%yRGnA`zy{!LC<idIOqZDBmx<dONMonC!nyH=g?=N=tst??c`U-}58jZV_M(?oG
z=7&)gz2T#M(8nLbp$Ufq0){vB!9X+50ReUbEIlSP`A-kjkEec_PCp6slo-N1bbzpf
zTb(|)$i7_$T^*|%OZ_1!l0XNl7&i*sRq>ONPUkXCH&?R77{<RE7<U9%b@|42+<WB4
zAf8@>gwV4myMZkiZABdw*eH<%rB`ucr(HOit|zKe#IWka$ewtfK(Ez=-z&3bA?XrL
zCuR-z*K;-&u7-{4RCMkSCrBIJw#eNRbi$6{G`u?d*K+1tLXuKhk>*oU{hK2BvfgV6
z`=0cEcF_FtG`;0oileGp*l!~7e|PZS9;T_<?3=P=vtSo?z6)|5nW<C7V=knk?=F;g
z%Zw;$?9gu8Q9lh=Su^x$d~k(DtWDN-#S-d1i`}x43<ZAlTwO2ABa>F=VIpGgQUWhS
z>Viezj*yQHHz)Z?@6LxA;=fx_sI5{Vnm2#nC9#~g$u&rD%Iii~CDC*R3ekRE{;es^
zU5;d%hR8H%VEKJ!Y(B95c={Llq;vgU8)psWlb-&g8AjehJ#r)L{<vq8oVFPL3)kG#
z)nci3y^``d0U^DDEA8T+txY@UI4k906B^KqZ%N1-ETi>TybgkMrmTzA!ntN$yd$T@
z%cDw#6fr)}x1q^kxN?v>G*#c_O@v%G;iFU@ohSb&Q9u~)qlkZcQ3AftKddyL*_r?+
z1zlWT9V@&`4HsycjO9b5+Wb#YFRSu$*?D*EodaDF*8yS?PL+K*o9lJ%UdzgE#7&;a
z9j|*`hS#@_d*XTa_OxuQoXy{kHO_9Vgvjky8X>XXK%{Dy{QiWIR;#!X`SAS(ZTfcC
zlQwFOJ#V!LI!~kIRCTWdSHPjq*vN#g4H1XkS_!Lh8|<C)5CcQD+M2V2D*oR)hH01G
zu>TUhEKpmz?zlh9w<QcX=S+q|WkcHH*xoR=-|=g_oLJOqr~4iMndJw57Qt#H5LHVd
zI73m|xE1DUX+VNe>^qH2>)72fiMbYC$l$(KgKY4U>cE!U-N;O*c#}_8FN7!J!*8BG
z;Pa`Xif0tqJI#b}*{k;<oBfa>N)7Ilo|Tj^Ua|L-@%lYhXS)#zI9xFR7=C(_-Vl0O
zbHyi>H1*C)NI9X7ShT1gg^n`}o#2YPO-wH_UA+uEfqSGE+4U;>HGO4i^fK-3s}@a~
zGA=N>AZBmUVC0(Rm~g$c@EQcW7_p&?C*j=iwCyVYoNZ`Cv`c9_%co6~g##NDs;Ll0
zxsH_0!si)JN2;L~<rm@#0Y9Ad+zWBpj=50&(SHW36z7VRQ*_KrJ<@I{>hZ=(RRd7L
zoEt!eLPBBPxALyG3N2RVcSbg1ggdBrWna|}h9-R&JJ+^VWf4-F8e~<r*cdc(jr!7h
zxM?$d>$ql1_|I9$&byT?ct&R>$uJ{c$_1@F2#A|Up3UxWYQQb+fSyh#h_GaKV&t$R
zh{kGDV9?1b3D=xLjxz)4-n735y-OhB!EzmrSi8u*bP+oMi}n+r{LZbs9in5YJJ9|X
zT4G_TH5_;EGN5k$%_581au|C1U~hKwmw-3j?-sf7$0l{8P=jq^ykB<TRxpO@9C*%W
zEdAXGc<gr(2HR!~Sauxr(@S7EbE(MbT1{fOv5Y4H8k5|jFM5I2<oW^F+2v6V`o)}c
zNr88y;CX7Vh7%`{X@=n<f|UTZO5{M+K1qZ&2<JBv!}3WWiIE`lQ7k@%CZaaA+y1#z
zF->|D)qSwlm}ZM(!RBvqP)u%YI9Jb5*|Sjw8`iG!{;UaB%lIA(7V7?62v0szXz=RX
z-vlbf88^mKz%I|TxBIhK9!b>VLnB46vQ|xy+Z@Jq1P|fIpH!mT0(jJdN}-@da3_%5
zO~(mSne6s=X-8gfvsgp7z`{`eGg{H9!x1;w{(=|_(`4Uc2mL72j}a^;yFPmqex@In
zE&E36IgV`oM|E#pjfQKt80hV$q>pgH65*{0)7ZiCIq<cxsl@J6PJ=SWPt^rKxaB?C
zhyC#0(5A!wp29CAUj&i8SwTQYWVb^TTa1zIamxj}W#XjN^!s4AbYiXbIs&m*ua4+N
z>waj(%*O|8_|^WYR>}HGy4Bqai^^xmTx+T~ZF9KVk|?dd*F|u#RJaO+R>*-fvJNnC
zqDy_)h!M(*5?*ormj3K_Wy(K2A`Lq=N~B?(fj0&K^6Z=kxB}`y#zqjGNhx15uGr+o
z-6E6s-wk}(gel^n2C}h_jumrj#5X>1L*DheH5Qb{{ve0gOh};=Oi<+lcHvF$kkI$E
zVs_)w&Et8EY9uPH?hRaXsoidkbbCq>&93Cba?}8|EQRiq-@TDCQ55uWH-T%D;EKRn
z?^y0ETy7+e7{uV%?YI_dAg|H_@rHV&ANu9()1am&-J5oGxWVi0EB6Qkw)99e+H$6%
z8{F0Uh6LWt@Wl3Z+<3_#F})?!u%#=KU0dxf`$Rfc1d;0|pD-BXd?~7xD=?wZ$MNt@
za^j(KFlFCJSNu%FO$KI;h+HAvn^6q*NmV&gX$ej_1+uv*tn^ox0qZ5tI=r&cO0(fI
zr&1M*@h|L}b`n%&(02#wsOzoAsil5nC<dKBgCceH7qRgDD%<2IAjjK_x~CPka=-$i
zwd)?*=7@tn0rf=eJh2{LE~{ABTECAfK0~NxC9SdP9DS0~({6sJ<Ej|(Tra(Dh?sTc
z{lN3Aw?IyK`dJJFTL)6r=(P_S1@zvS22Bekaqi!Op55*Zgf<UD?7-r4l?X&_Ze$Io
zqnnZT@z3z~gg35=fj;Ei5kD3vi3KMuiRbYrk&BqL2x<ro+#ORCQ&-GN9wb&G`Koc_
z_G}KVbv?5cbS`?O;8*5+&elL!K>b7yBDuCZH3M%0?~g`f1jz^Mlop0+Qa-=JoAvVD
zJsKM{xEAz1zwE(K9JDDw5cWsl9o+Cl5j#Y^mflt@^wA`octs1Q<<wua2c`{mog^Nm
zfx#Q8KNN{dqHVP$ztEF2Y{p3zt1ot+JYlFf4S%tg1WPjb9vjX^YBPy+7A^!3x3La`
z*;})``GC3++J5IS6jZDYK)8zK4*10A271}+_}3f%NZ=;JBh%JFyR_bMw2>{{xnRL{
z<P|Ji^Us?x$-;1^pNfnYiT8qhJXCAMBE1@%e<qumYlAP%m=?BTtQ=I80pXCMU~z3?
zhOx7eAQ@})QB7_^9D{>rlN*lf<u;G-=E<ggtF_a{uwunGCy`-d<_fQKouK?UC1RcZ
zg{Li8{1gaX$qe_@1@`9?14flwul+RdiLHNN8D2&tZ@1U23=SKbuwLUO+njIA9k_T@
zU1pOVHKSo{uH4Cmo8B=2qa+-%8f?q#eJmG5s62<iH_fb~qw`CduL5rm=u|bN$jHca
zMeJKTcel?fJl%3Q{FvHUiy>4fb}nCSTy2=b-wbtF^@D@3x!1O#(RyIY@l(BwH5M(m
z5PyH=)~k>D`QHsv3^-3!GUeNJAtg<#7hEC3P}z-;Fs+;H`Hg)-y>Hlj4Hb?|UREX$
zJSY=jsAyLPYDd~cwBFV?j5-1Yd)Axx{n-@bZxgbBFpG&4{uPhRYZV#)ed&6?=MJXV
zd#Nm)bf^#Czs?j`OF4v{%P7h;+jo^LfEI~HT2S;p1;7Y!3<wBUR&_&(;)u=-+K$;D
zH&q;;^$3gH7B!62#^JAVvP-V8uLzXG4Ugy~TAyM9Lj!k5&~6ddhKGy291(GGtw>>F
zvEikUg&o3P8cidAB-PE_5fr85)6}M}yHVhGb$u(xXX1Q)qk=&-oh~f?AyASXZw?h=
zrgj5iEY7)3?3MFgIKbqyW-(!gp~j1*MNCHqvgo-ry6^XSn(k9=Tyg4-W&QVsQNzQu
zjuXbXlgA|evU&9Q*LGj!FgO@~5k=)<!$=bIR>DGSx^nG`)UqyyT(77QRCgdrj<>2@
zu+-=lvgt}5N=#k^*}kpL8Ns$DVaUUURJ)NCc?XPD{7N{}p)I;T&v)k4SB67V+eA5^
zCwM<n2H$wqJ_sMID7N^>$|HzH*Ar|r^{v{zZ!#EG4nL^>G{8hV%j)M_1&vUZR(G?&
zpf$H{#z7Vam+9VNRpE*%j#EuF8ys~qg6>F;FT#Q&ZoA^gY}#<odg$%246%xLa-}I&
zF0pb=6vuBwn{+>buy&Nq$#LH{+`sq}u}Cep`WZ#X(-zKjHk?g_G#u<a?N4eZnW`E|
zwD1zyOucqIijuLg;tC>2{4SWmt#SRXtG4iUHUXPVa%f*zIfhB906_VD)k}nG9~`3v
zh_AY9JD9};rKYra4TB)=6xmR#C~5G}_IHP~n-0CwO(-|ScFtP|g@V8FjMaj-0VADH
zr*LaV>hnIEwrbN0dW$zHg!$E%)LU{>mtlW$&q}S@RSf(QzX!|Brw5>Y3$Hj2RDf;K
zD4L><1o0HAbVhVy*@>)Cd`(WYkfZj;qmezVjh^x4T=C_qJaI?h&us}=s;Y|hI&UBk
z-W3jc|AH0XG``;4$**p7%|H>-w|E|}OMW`xFZ1cnz04O%zIwMFa9FLI+kU@Y;tM!K
zEB(7+-c#m-I<jSOJUUgoC?~2x&8)${uCFMz{A#_sY=+^~0OWS6w_b5LfX6dCURjvr
zD%cY<;br(-GI1jWv006-1?T4KMWRXI1AkSaG&dw)#3|<|Z?=XOAh^cl3}5<nkLn5O
zDyRm^&kx}+eRn%=z@~+F!G&lI#_as<j>S(^CLH9%=v}tjQ0V@kKu@jfi3Vv)&g<a-
zpR<`8fw08PL6ZxE;eK4tj@3zT)3mc$wfU7brH4yGGQjiAsXA<Qj1$?=|6coTvPF>t
zXwbvb_^P4c08wiv5T5$?eas7e+kQGU!hTpM&__Ev%*BlicWX5ywKb{9O>0+!j&XT;
zPsIzb>wDk1yK`fsHR;tcC_l*kIpQ5;om$NV|M4<m=9=Y-KaCDzZ(7^kZZ9dveBx`z
zIiLHbpm}wG#|CKgbRd_v2fuuG`9ZG;Ra8#d|5`OGfX*c4QfE_+Z=*;vs}ee*zaH20
zqhr>Kb8^yx(hw0ry)B5sBHwu3`Ef1&N!g$7oZa{t7pRH88k@D29&*TVHA4RyYYu0F
z%h=ZPIhJnlRQg)Kmp#C#q;%y_T?Ona2yCs?#o=1-8To)~&ssEp3!n5sWZHlPC&<f}
z*g&|pus#vr_)v-n`jv}lEg%~Ci*Ur3;?3?gFcjIQ_t68erTznaMZag-aYk|fWn6;{
z!`A%O)-q&ODdfQ(W9Rp8=V;aPcv8eTX%vy~9p3?3bakA(SBvco`+a!JkPiaY?$y1G
z$1<r^z3dxJGr!cDE}<-DjEC56(vB(v<gD+UjWX&Hte0|nUx?T3CvwAZB<x(T0?*O-
z3~=)T`T&Udkj9gil`K#}#aOa~WT-~sLel`$&bB8*|IohPWOD4|__B+@j|eTf9!ULh
zOY|=w254^)sU=6V<n4=6*`iXY#l;Z=;6{EFj9Tpr6{TY`QDm7t-g3N6RNc8AoczWR
zc6WMlitSET8@|R44~KlX^Up2xi-@9<ScXrlv6^rO`zl2Xh&^$CcI74PVBbhLxu$D@
zU<!=5e;jP$lm`{ySX#Ouk#?gDG6cX(An8I_nz&G~F4zs4vxynmrRAr`jSq;sp+=N^
zACa#f!Yqw(V>^m@8o+kT`&$Lo5tUX~obi|%mdlY6<2sihYUI9*Q*I2Fu(qolioe*b
zk-bcFd?ys}f6~^lz11PU7-;`lI1%IP$o{89Bo6V@2KIld!%@G(YX8^3NK~*t<-exb
zs0flPp3k7Z0cTKL+kYu=LI{4NM*r^|I0He_I7h<uB~17Xz_}QbP!_*8UvoIns?OFK
zeh$}CfiI9K+-|la!Q^CY*i_8Wg{EQ%PY40}i%&O@a$cJjEln~MO&ap7@nTt=M*P*&
zEM_K5>tmd+N;Zv8C#0otu0U+0cp5Mv6cI4wC$ToiIqJ^87IbR*BqdSHdofbdLjX~I
zCQsdf^M3jv(dN;w!C>#k52awYtkAZ&3~4+(O4%egM))S8V+4<zLl{=|5O5<-TL!gv
z!&1a$_h($NNfL@qBO&jLfX1s-us20R@nu&l9bOgxcK8gDo=k(*@7*n)WhT`+n@ll~
zq@-aApl#H28os)Z+^~XVnX)$<a<z}h&WFn*dw?1o<#;z3SxI4dSSwCUrSX-3<~Zr(
zWqPU7sOlufyUPlfOWkpWyyVjUPaKWi_6)9X3q%}0H$D4!J5$T+#hsw-zX$#2%@fh<
zp78T)B>&>;@aHV@T~a9+Y}LDpV2liOoP2rBAfxOTAJ`<<6GK$5@cSzm;N$g{sE@tE
z_9C63N)bXOCPk}?dTBX5u3>r8KKNVG<`Vi!Ul?voWfPhRW;q@YZH48)rJKI9t#0qZ
zb7g*!6-7n9!axoei)2rJ+K@NXh(4F{*3)2$u=ru*^Yjx1h2~ag;>Er(UTrz_tWZ;<
zof~?(XwlHR8B+Uh?B<}SF=1*5mDD|&F!7*BIvxL~=eL#v<K+liE?ES;J1yRa0VUd3
zE2>NW7Fb!5|1|gWzs&*49sm|A3u|d~x1PPSdisUXRfi<gi%o2M>27llPpvMa=$h<n
zfOyw_l2R8d&=?g~B1B=Bq*`t-|9`wg6#gNYJ>qGCd70A+hK6XAqWngda-kdd%tYg8
z>HRbMjfJ`+QnvXN<ogr_s?tnrLtkjDWBqW-!XH{v?LN{1D5!P9<Fah^k~fa-y9)%X
zPs@fVExXARu-Ev(SP$Vj;1l#5D2di5%_DK3P8+zKVW(L1<`bsw7ISm0ukyn`(hcnw
zM>&ii&^V~&F(A9ZG}Rf?Z-l!c)ry5uvYAs<4bwRS_ZDo1?mBKA`wqqvcFa-EwH1_G
zV6Bm>hUIR=)|2m>?^ZUy7=@JaWWSL1LcQ@nlF-8_<q^L?n-MGFn}0H$nd$+AIxAAY
zil0Iki*!!@!RUG53wNc5t~(&Z`J$}8pp<Dz8zkQsa;R+4)h)rkuC-+{J(h@`C<gB%
zclrakQmfJWm#9#kgT_0brP|mcFgAovi_D+Alk1MHreB?0k+Hi{c4HSb!*73>%6fj>
zIvkw5YUrk18f5?OW7$BK^YgIw`{0?~Y;NZJEM9qjALrzMQKOBG4GwD~PkG_BS$#s-
zs&!Lkok!{9a^vNZqj5s|2)F+&)kaMI4GO=tQNxgZaYyn9^{sj?+UOY??9dH}s8)xo
ze#E^|_#e&?cJB{zyp=|9WU44cCXk60D?(X+OVh7GIqV>X?%Ka#-uHKopt#IfF`+7N
z?bVN4-(eAoGyKQ#obS0XZ`}NFg$SOKVXMQjjrDL6x6C)KPOc1xix5z}EIt4wpnlom
zX&X@&*mCr*{@TKKgPFRRI$PF--2M`gboa$>q@A`?2WJ&9`f!8uUpyvtPxg-gV7(Ka
z;q<i*X(fbR_}jQVS%;zB2l5tgS}b_p(pFh+)wI5MqigC4XODy%M!Oq@^Y8A4HIfqa
z&)pOVAJmPF4WtE2n^*O&l1K}WP-lLza}~3)zvz*OFaS2f<w@-j?dV6g%bDJRKM^<o
zmiK`u#8zAY*NMW~Ui^Kt2n3#$hG(=CBcnVNfKm?TFe7=a`S$uvMwaD*UYn0F*cV~M
z#DUc_Se$JC5>`kORTJEtUYNiGOe$^*zUN<rE3!7cmMk#t={IQW-cQo~O-PghCIO2~
zKdhc6w||AlE?E7iaxeb1ztu)^xcd%Ow7v(pcLyBbsnP;A7A;)ODqFx>jLhiIvt%ml
z&e&819N_KH0m1IfD2stBkeZjn4b^DX*_g(9?v4Y>Tvk7#CpvT6d7zGA`dX07_RuyD
z+W`B4N2hN~^(z5Wx4-Ba*Z1a}J9H5{<k(xb(o*PXE3DArZtTI`MW~cmx-T!(q8Cly
z@1GQG0b;qK-Ng?X`lG}&9fx6?Q#?n^%8uIFF&>3cgU5o1EJqNfVgKbRJ0K_GcS$L3
z=vrnbK2;O9hz{r)1gZWjqjZ0DINtTpJ|3{tlHr|SToU5A{_4{?{~jyDeZG5*go^*%
zd2IaS(CXv|l)RDetvt>ONk{#DJ<k)ag(P6s!WC&K8vT1Apl>%W>UZvJeOU9Pl~~kJ
zeLGiTnP6Xe&`RnP+OI|B_>*yJk5(;rtC7C#tk|ok?ttlAIYE0#(YAmtDUB#i^;<4i
z_Pg!j{o(RfV$BK^cl)cW`j1|Tm3SZY;-hcTk9R>ST~#DL;PKjZxW#i;9;3#m7wrP|
z<rv0B!~UP0ry#92+beSt{qz>n>SDlL&Cf(8Hz21&*Su0Yu6`=k=qemPyn`mTS5%`h
z72i~>V!LgN59WXXEvyi*xZIjmkdOf8?xyzUW-G3~bOGFu81>q$wCrIfpV^)Uv_uNd
zFrfMI#hMyedCpXbf5zeGyT<8es0is{f)eudl_f!0sQaFIK1gAU#YDw~VC<vOuM@Wk
zeO9!88tWW5LNxV<>|R{7>^wdpJs_^psjhS`SfS?|wkBW2<Gql9CULjhP=1axj=21N
z$geAK<2g;395m!?HTdQ=xYn6=82u!$Z9(L+baw|gH<8sTgf@M5jKCn38Elaq4j%%r
z;gj?=r?9m>sLcs@R7Y2IUcP1-dv_sIKL4|-0By{UA<}Ql6YTwA_{PQ`RGrB@*YJ0h
z|0=K751g4;Lgk%2{xC+PdblcEFh<_C7ARDK#c4afE{M822Ut*v4fj3WOzk3$R>2yW
zGGV`=E<pbzDY<vHIgWvj2;d!fKW<9pc!W5>#Oozkf6agQ5Emim7w}Nfn?!xmY;*sO
z-84fSjGx;6n`5c8dibTPuuNTycx}0Ntc+lnz|(uYWtPNu$*<Gl^n~b?&y*FAU&9lT
z8%r=W;vvRqI7d9Z{S6<@Q2cSvnz}+b^o>;f^@^5F4AeHZTi_A0^OwlCPg}uz?lR--
zt&X)nH9H%C7}9Zley>xu%4135m42FWcLS;!0QDXO=}YxA7gPnmt99av#2D8z6Z^j>
z&gz8nNyP2EXL-NrtisqM>p%J$8_m*un{9>!tv#mq2HrOOSy6WfBReyQemX+TAa}PC
zHfTcMeH{q9mNF#U-~&h9?Mo_ALw50a<+mr`fMkhj$g`!K9;7&xxN%V=+t_$VJ^U9d
zYAcxK#xf@jq#K9YNS*-5zv;E6D|(YauirXfOX=~q)bGcaC?{K#RrX1g=xy|&_|fiO
z5vX;TTviBUk%bY3{&bxb>gPh_T%~=Qp;y*Rx|EVsvF~?Y&mCL?v>!iKN+eC^LSc6m
zLG1XDm0ZgwL^p_Zwmw<eR2{Fc1v4}f_WN`U+DA*J6~2{JOI{+<%OYMR!_*GiK942Y
zzq0ZX*}T$<MKPLL6#m&s*xC~DF@J{F@Y4yWd=y4bRlaD`RB&)0BbfeBxt!Iz<ImY{
zhcq>EjCZS$MEtH|h9|im))7^CZQ6*VuZFRkLMj%2j=}eq?8T%o=SK2bilCCr@sFKk
z31vZwL=GHT0Qq#ck$pLz{vE}sXZzm~uff(0zFZMTzM_s*OfE-dJdT#VJ6u$Ha|J|k
z2m8*#r8t){O1g_HB?%dgG3neBVng^PWYk^>sU&v}lnKxSW*W;jaqKdsfZ_%;#k$Ud
z&G7<9MaJT9zJifea~o=fE;(J#+$=ENHKg=Gmb3N>)_t%X+*P_%A~2BSQ$IuV<B#Z^
zDQj+T$1BT?jVidWg<Wrl*ePf)Nx_{!Z)%eoN-$f>?qY!kYj`7&4=C^G!$(7g=PCf?
z&(me07WVzfh`OGg`dvj^Yd-StYL{vwy9Io`0wj!RG!W$8Km5H>Q>#|VBY=fCyKHLk
zk7c@hc`TiERsR^UVCw4$GcXIUQ&BhFOTQ=ST&Jx4G<l(aQ=p1nXZWG+T1V^Er~fRY
zm=J^O6m^~WTlR22p1dU{wZf*FFA%#vzV3nol446DR#JL_FKB(4VThTXkG=pc<TYx#
zj81dKv(wrBs$^_{ld21(G5*=)t#%1+>#?FgbCc#qpi7>;-GJoV1xGf@e~OY)e#jV!
zK?mg1l0$&h2<aJ7EL>bzsUrLih1DLqa3TEu((16+E|KtYvQC*Oa|>ooCii}>Sybzd
z;BnOz<Ea*)nO@aE@QS2L*yRtTxa{jw_Z4j3bkwS3j(<Mjlk|JhMEASJmpP2Qy4=~p
zA&5P1x2GG(a)zswN(S|6c1ZZj9av%@Q5}!I3)(&#y#&D0)MKZGwtX|)vK<?o8jIzq
zFE``!#iZk_-d-Wtg!Q~b=m?%y-O>@%yfNpbnq#h-twa|NVkkIF8n>XN8KNMmzP5`|
zszHR|Doh=QR(y*>DXd^5ymGw_vFls<bz``_vpJjH3kx|UmKfeL8y`i(@#zo0@;hpe
z{^~ePA%T|OQ6u-_YE^hhWhW#aiI3}Cv0Nh>e0Z-g*ka?tyjP`SH$tCC1^6mPC8x%@
zq>>$Ri(+po%S*2w3Uk3oCstLtIjSROi;DDEt{er4nd%aVW3ndq6d*ou$I&A$$|%2_
z-<{NKrt$&PamkGxBG!ZUk`B}5OW^H+T2U_Q!}1!TPqOFhc6#bz!S{Z%V)`Em&9nOc
zx-1*E_p5{aN#38T=IAwH8`OWUbBcx7MV{z}U0$KO{gw>&@1;YY88s0x`QEm?2J!1I
z*HPIK_D56atbEw(+Rk2lzdZNzYLs&9&?2*&wKHY=$Ie%Xta`VRj`PxRJ2qLb;bZy=
zq~@;=@LaQ4N_MkBFmH15i+nfZ{=YnXEG%jTy}-TPv@_DL&+P!gW#7U3O|I6(?+KAl
zYBfXKZZ_ibAlW{(V>WvH!r(4@P6+}|1h&>SH>^rYL0dGaw3;_Gj(afzq)+Gji9A8n
zRs_S_Ol^Bh^E@cidIEsLcE^P||LWXhqZlJZ0Mq>q4!Q4YQ<@>W8%HzDa$=2z_~AF7
z7O#S~?r$7G5GupFH#+p#*=$~$_KACGV}08Za1~?`ojOS(gF=e&qa|o`8gXyETARxC
z!vR0VZ~5Uq$=EwxXor?z%Q2d>dQdM$vAn^#s@VWu&W3ktaL<kMg%Uim#%PZnSkOM_
z1i49u1*^Coc!p@LFyw>h))@h0T@5ab<i<5T21#40|3T+~W7tFqnceW4Rth8J=MPoI
z?~%<FO7mAh@a9iQqf5N_**E&y;Q*-Ut6{x?-&2x5JnD#qQi&XnYrjXqwBKHOSja@t
z>gucD6gw}j^Uroz7O9_CW96)`Y1OQ+KSL+r?u1sidq?H4Sq*iYcUB~du)=sN;F0hl
z3QvIg(p?pm)9U}ufg4^eACE8d7QcWmAbDbpz1T3UL}Rl+QTu*5zs7W+$eZ}CL#UT~
z5|GuJ@UTX|uz<b`%3w$q6zNTPQjAxNc+t%zy6c)GQ67F<Wf|Sj0aM<>ME}SeZ6r_o
zxMPbPKUaABV4+-7q`K7&R*N%DB{Mt}6H0syXs^Py-kR(`$1r-1H{fWX5xruFtLI$r
zPDLIVaEB#_)pwCrEy=d0XJWPx4q}V~@Z!_O0g6DsX_3K83Aos9(JJAkds+BP^Z!;=
zG(78tg^F?pqt5U2Nf!Uny3)ao)Sd*Dy>Wi%=iCxm=iyge+C%J;NUl5vYX{Snl+e+l
zHeELjt>Mvy<T^%LvbA82VbrsmpkC_N!Nm>hhKcEo*&pxEDULg2`>BH`fB4%JOE}Gt
z@NysO=~$`w^1w&+rx+?iKl~*uwGv}K0OQU1jc<16(nUWMqf9Vt(;>eF=m6yr08BG=
z2hkT3hzL+TtR3IVu@shxgCWr>2;Xtqb8W1#I@mJ|K3+6Uy3Htpxl(i~eJ+`j2!1=3
zGHnx8{dM8R6pM;Af`rs)&PRCWrc3n3C!hXkn$j5=2I^A&0eDq;%lSY(Nlc`UodCm=
z-QR3X;}f7vj{T^Me?r|NAd_+rLmw$~Fa@&JU<Q;1iEEpG@tTLEZ;0Ez2I!IFtC7x%
z&vL;p*?z7<|9tSFrbkfW?%~WrMCQWIFBRE0Cde?c|7tp4>?`EXNRnqf!o-1L7J2x=
zj#?g=I+}T0Ba~Wb+=_0f9RX9k!-0uRCbr|2b8*Z$t-mo-A?!WZ*WBk1ZCr3;V1aG-
zr1nVqd3hOL?@k_ytkY*1FobCpMkG$odaEIS&-o*5|3n|DO?Dt={&Eob2xvx2>2KEX
z?X4kc85jVed@$2s4Ab8a{>x3>{gi9+OFZ*@hcY=xC2?dW^pKf}59RQ4hf)wnK995$
zr)!AeJ-X+<w^u3On!8FE$%x&r)@?`Xs`tWPwD^ezh;6NfgN)l-{U5}uoThrnhk+EW
zP`?)+jWnIrMNW1J*Zp9He2EtY;U4FbqO_xvF8eQL)F3Az->jjDaL2iF{1O+5=+m^j
z-^nqIQM5uWcBiKrD?;{`y_pI6B5^{54DOgqYYgx36oW{tpo8fIR~y$a<o}WR&<_0L
zhEq=O?KC%nc>Bu=zGyrh%coHeBimuiRr+6LkWmd9fUuMGnf9magJ8yZoufRro|5pg
zRFnSvr3K|m(7H2ET-6dRz#|%aIDW{r&T>7b)s1fCPMd?cuoIAi#6TLFZrbER=b34h
z(?_~pJJhXQY~ggPU2PYbmauy+@UbtBzJeTTKs}hR%dnUH2hm{zLI{Ba=__4<Y_k=f
z1yIXLmP@Vj*i!iuLZ_Vzq_m1a6?62VCs=VtheUKW8#$uJ<7|VTPRZ~*>0K0fR59Jl
zsP3q*&qGl4b^!NMj&FuE<F`p?4GfC1C?DGNYT5nM3CAiaQULpf_526Kzx+~uAh;p^
z?nKi*o))OeVJytAfLVXEKhG{B3pYg4wDFT_d+ranTDX6WMW(aCTyJ4d!<U$+;tn|P
zaa~+_{OYa8hDvw{1{dkUyX%@{cz?z!(iA6vJgIquRt{6!2qc8LuK&Z9RARxkcM_2s
z*>)tti2cVPLlpau=6B)q>&t^bKdoSm+=ahvR}#6&QOb26tSf7V&N}-*j8Z6HnDO=9
zFf&zmE=xv2idq;elLX4Z_y3FFxO@5kw+#9JR4fO67ZcO)d}t;S%aU69coj(?`5#0W
zbjWOA`1<~|9m%yPQ)kfk{J-&G?1RYvC6fMs=$;V-Hb~;j<j<VoO7kyY{lD*CPSqB&
zS|S+z2j<O3eqKRx9vw-+X0mW;`$>i#MgBs(l4oXL3aIkqg0>#qL;7DRTUgqKBskK0
z8v?^(gk}M>+3uwW4P!n0``Z6jF#~7!^KnN=7dsG-O3ac77zSE-#_AGkc!W^QQNFO(
z!Ee_(w>VQCw>%zNzHy`YksCpxhn%@@2!(rMk0^#VHk@kj{IJWpXyFD7^j1S)M%X)0
z*<l0;u!VKNP$><z0kj+=SRs_b(@@%$0lbEl9L=`6?Ejm18HwJ8A-FcFMq<}1bzd}v
z)p_^^0eM7PJ+xo_N29F;Ep1=Tz~YM5Ty+1Lnu@eFmw|abouqc;NYnxF(s7`wh*5|8
zAK~r?_X+4@ZOx#jT;eDnO(WUNshc6SP=h;QSVY2MADKMi%98}V)6utqkUW~X0V)Xd
zZ;4Tr=j+d`Rehd0yP=CUqw$uj>Y)=s@Dhqp60#-b?vm&;5edg9<QR)2^Di`C4%eif
z3}$a)*KBYg_3LeKCj6of?YLh`ar06yUgSn*^%_))Do-!n7x|ozjZY*>H}Vyg`u0C3
z3F1`MLB>_1u82@oogU0fTmMSN56Fj3`#CsKrnk}}v3$|u#L&P|Psc^8L+P&PjH5dv
zr75c#4XpLp^gu6^DLu;m-ceasnXG`;kTJ`zyFU;6pQOSRcKLCzVO2`$ngVE^i8p<o
z`mh6&&Q2FEs$Q=lgH1iz_-VM%{kBWQ-Dh9wfJ1V1Ml81fVgH~>`uah*&H;>`4vmKk
zF*+MNNL9L!aZS6-EebY7Lf&Y<gtkh{8Bc$#oxZfb22b8wFWTw@aYi=I(m5?J1q&5I
zD2x3+5$_l}V?4{b8>6WnIPFV-@Wn>nd0@Cru(uT3ef&+Uuk4TYGpY_!0FP!kh%j5Q
z{2;z~_=L0Y9zGRik61^5mXhvA$%Ig7hsy@fvU-c8HX#1-fp`P7hPv@;%cNGiY*<NC
zy(4GA>+vJ=HrP$OjF8@Ot0V3U(VqFwzXAr+`<BCD?71{OtE#YkbHVfKe;{{%u&7<K
zxjnv`j3cG~lgjSUl56v~%+HyTqCy+{RXj*kIFcO|tQ}Sig}W^fYTiIsx;gD~k?)jN
zoW!xGd%pgah?ym&KjCe`ohFMBhNv19@Wsw#Q*5Ii#LWTJq*vFaWyX6{e6wF{7F@sw
z)4$<S`#)Oy>Y%uqcF!a@1b265aM$1j2n2Tz!QI`0TX1)GcXxM(!6CT24Lf<i``x=+
zwYP3<)$-TWRCD0;neKU>pLJEd@y?&vpFCPUF6@FKdkvYm!FAEwOw#Z0lwAd%HZe<>
z9pZ`kRV;-XsIMkNsm4P>2OyCf!IF_{gt{x!3YFLD4BX6*&D;zqsP2UI?P#V(T{hNV
zeja^oSFv#BmUH1}b!MO%=7^WI`sl6nJy;J)Vta=Kf`7r%#}YrXkj|2CGAd8JylCrB
z)LLKO@14B3rG0f-no_z!pRwcWj&MGd{HuN&e}9(6wE!J?#QOUQ6z}nG1<TlRVM8#h
zZk8JzQk}myLpKyUwuvxaNq$0y{S<7+eudAY>hE1sGqEt!n7At*+lYLf%KW*c@`JVY
ztQ_;5K+z{{wA4lJW3B4OFMHYw{Y^jV!i66aY;9QyLN+2Z_fFNk8+@VPO^eFE09$A;
zQHM;eXa+;yH=>V2t9XPmdER?@5c2lwd+i!uv$PDfYd>9uTBg0Cw-*pCyew`ns}a{0
z6=WbCjMOA+;8sYA_MoP}9zo1w7>7e49b%I|mTr=m*LSsh(WBe*Y?8bQ00!^p-DF=m
z$ySL^XMS%z<QzSI-1EGH#G~75morr~NVY>1p&sa)S_+puJN8|$l(<WLv9)vv8b*zX
z?pcL;4H=huk>}0ip*493^L8RSNj2`uj1b>uP)Lq0$Wk3mf!KSdr`kmW0XjP&tEw19
zUdY+FGluxlC3Yik-Y8jgTHj2{m-$c-TrYT|d4{m3Dnoiq@2xqA1%ghx1iY+qz*!de
zie|pW*>|wL`=}D6=Hi)?zHl?Uwp}xUZ9AszENt_z6$xV>8;P@QwK35H;o4abL=^U;
zW@1nu5%rd$!u^MK?vrgJ?oq&^hC%PDhrwUPc8>_?6SQP)GU^jvF*X>9zgRz3!KySO
z%13`-h=3aqw~rG0EeQKAg%ghJ{e17lqbWe<FS&cK-q>kR;4FI?)vq@=U})~k6~POm
zFt$B3?tL&#fTIfu46s8MipWn1WnK-{jFLWp+I@UVzP;3pkhWD|!f>`BV8@=9?Qw%1
z0;{Y6$=;h5mxw3`r{AaC;7gLe1yrrGlzz?$0WFYM$7KraVt$z78H@SNAO?^;f!eII
z5$nx0BNLUdaa?AlchF?=d5p>mylMgweobOTML3;i=qbjeN5N+T4<DFh@@5$XU=+?&
zhIoJ8y-4yY17pWs$U%=9Qk`|-FC^=I2fy2yF?)J4!~v28MkxTK+{Bpv$|6~GY5CAS
z+#X+8As%CE=LEiA)MW8k%HjbT#f1EfA$M_OE;5vj=N96M$|$P30z?+pnZt!wuG_C9
z497V*&Cuwj$NTY<V>)u+tdevpg8f<F5Loyi6C<d`1CyNvqm;*s5<GV4MJY@&5r00|
zPQN^1vk?QJEjxrqei99O;y3Z;lS2c~?~FdM0nz{w*bzuK)+>Al-TFj40-9mNp%g!t
zYlN5unzb?h7X7o!Yn#D?7Tj5PJ+-hi)&=H?A$%<7$~1@N+H!4zV(fd)3{=|Mk>5Fe
zh^RTt(t2DK#U<Q+PL_OCf6}YZkYyirF^_TXW(bo4pL*hmJ+u%;N97Fb{sZ@!nxNzu
zPVix7c7DZ|1l?;^74;JCxIp-YR~uvZZib>9`;HRFB(3k}HYa0^h*+R1mF2DFks^hT
zWu7!MWd*0uMEK7k&j*Q#MV^VQHio^0kdYf)N)9j66d`A@-0?cnIRCld-HYqsNJ^r=
zFyqn(mMgO`?RM-zi#><n!bHp!vOFzfp6Y6IgmYx~m$N;3>5FWnJ(M@0!fy_AGzS+;
z8ih)&Zl7#)vdDCG;kWqG`1I3cw1)+f;nNVwGKA+U=m@xOx3A6^$yU3rsBmT*OuCl8
zF3?awo#fn1Hx8wASQDt)j@@P(iYP=%;oTiB{~!l5xZ2uumIfu=LoL)-=3Z=#TB$Xa
zxgR!FLv7l4JNBHncr~X<LZRvL#42pe64nVjtyNEx&zV<oKYL^1d>HvX5Ovd)0_EDd
z*dJ8~wYi|SZAYbx>BqlXWdsx32LQ~vtAw#gqWiioe0`0~IMMoMso?;T$yABbY03LY
z*SpAuf-V+lRx;jaR8)GU*O+nkZNZhF2__gb;}m;KU*q0)B3Z=+-X%eK3viS=Iz;--
zGRtORt*r2)KAp(eNV%@OD)#)`v0FG_2=mz0H}1!#wQ8e%kyF=Wae@`q?jJO5Z40>E
z*HbXsyVS`qG+^5sj>ka#i@c?tJil*%(8x>dWr{BfUtGsM5TiZ`8tjAf4$+Yh*|ee$
z8eI&r(_gc?_6B7Pmb&=~BIOuB4ZCGz9au@NX#yG55lJtR(9I<FJ<f(kigZp}Pu<@T
zFz6yVRVQDSu-D+uwNUVEikR_hV<^ugK{_=W)Ja|@vT4z_Z5}hOw+Q(Hlvzg4!hAVH
zzdR2yJj%{2U17p0`Wzhz?*%<NJdw`|b$mQNin|$7n#`wtr->~h=BUg<qv86gNmt|1
z70%G80KI)bGuVH9gwl9^+2AyPJ<$FGP#TTB8w`M2ZqCDb8Xc3d=q`67JzS>1({{If
z058sFlqC4I!Blfkz%2X;UYgh_p|DP<@0>q1*)Q74!d#3KUX76Q<q0}<xDLta#r@o4
zcmfnNI3*TqIiX*h)khy^&Rlbnl2Fip{!ry~zFoIsGjJ$a&KgCZA*}p{UW)m)L+Ixt
z2D$x{$t9oLP6MYBC+`eW@n6O-c4gQug*oVXPY3k-N_RXDz2>-eCZ07)Q^g$l7ML6v
z-M;3{cZ6N*W+>3HrSeK^*hzL1y4waRh-{!((D!s|Gx5z<Yj*l_BAn*Xs3<!%qbghZ
zI(j0=%m~kX-!cfv9A>wQZcFnq^8sV<a`%VQYx;L~Y}H<>4t~Vb614vQo;kUeL>uo<
z`@P6Zn)UE*o5uCwE-?Hn9n~GMvbe)<`k1oqreLf}>w!vc*(r}}P?ttA9ln0`srPV5
zH>m%FNO-T_BInM$t7|c=Lg$eY;q$o(1H=4sXr7&S{;Pfh5qD?<V=VzS)L~$DnWTbW
zJkF1K`*cmY-&n?3uMzuMS^Xzw`|2GB6hzu_QFnp4dytO?i5+=7;1VCUw*gCQq{XQ?
zH=xM%3SSicN_e(kZtg6nLuG^N7VJP-{HBmQLE~Upzp{}lg~&%=CC0WvM<aoY4Pi}(
z^CrULa;pv$@*_0qReuFAe2{Tu>~tzhc$!`d<yPwPb1o|sC`els2l~PVIxkvC={ylA
zR<)xT#qMqq6Alz|i%q6SZ!yxjCuAUt9PIw+t&-2G1m}~)QO%}f#~9REt~&jh)e9fS
z)H8V2;Ucp;Xa6NVG*WmqhmwYN3<UTaHztJ`&YuFX%!Hq59aVntJ>Dc9<n4Zc$5#(f
zp}^H-+K!;BfumfjTZ5{Th7lDblhAP|FXV5Ao>TJ<>Zg3@t}7ZEy-!cq-J4dI(C`J@
z8_%4vy*?V`Lx-w5in2+sH%MKdaj(3-G+eh&FIMIh<1o1#hkzYCFLdJdpX9}mO8NYW
zdPYs6@aDE8+Q8BpTYc`bJkZ?gCm9(RC5xm*04_plo1Q^;e9EZpQca&LeHTiw#{Tp&
zouH-#5ETO@N-y$TzmWeO;T!7<LUh<AFuWr(_fP01BFAfcV8S>YZM6PuF8AS-X=s(0
zQncKR?C^#sxdasQ9z<n}2SN#g*}510edRNXn<V`7R(87E5ZmS+LIIL*%oW*ORK@<8
zo`ZjY*fsn1SbT;R&SsFbXKN!@-}pV202zj87b%L24<9N$pX`+sn$=%R8K)4^QsD4S
zWp+(zc#dV7mH|DMoR(yzh!q=Ib0r&*FpAg(PHnF<>BZMGMcKxwm&DXv#iBaKA|R_L
zbrmlOgH;&RS_}T*=g8}`<<CWLGOOjw+IoRq>BGGfxWRTyF`vunX@Uq&bfAnbY0}qg
z)Ml6s&}E&2<h)KTgXO+<h#jowcrOM$x@cs-6;U+4BrpCX**%k_>{1!ge4Y>I2A5s|
z3zfQy!BH;L5G9vLPM5?uG%Q^bArm$W5vf)-Yflxr(K?$y_?iss#_w}c;BAJciM|@>
zI1{m{EU!m&&mct>AUv7Yb260kJLle7VfZ+rBMJ6JU9C{tUXHEPFxEPxe19^UZ+Qs8
z<)c#%_$GabDtJhkiUDM{FlSKJVHC5{!Cmx>k8Y^^e1H5WkR+*|`$dH9Se#FI*KDb#
zn<x+I+Gug`g$jwtnY>bkE#?~vq#Z9$K<{FNgn{6t<HHxpfJk`sR(GBUeDtVrDM-yO
zDgGUv$0Cr9S4Z{hG4tYP-7Zh-5zCTZv5p0K6yF=xW(=zZ0!T|M=s+eRdVsE2htzWF
zi}J70Tg$d6rBEE7i!PMZS{(BiXx}9U)4oC{hWz`);Vq1aOjbSVQbS@<&#(-katK0g
z`0J)@UYDk2ADVhLpGaG3gHCQIN@tdD0YwHtD4Fcod0~QEgo`inItR2#(>(>*X#1N!
z!~OZT^wU#A#kh8pkyd{_OJ3sBq>kHTmyscHCLPvdw<3H77hjBGbf`JK$PB&fKDm1n
zv&%L!wLs;a0@=;&IYZ(j1dX9S8{Fg|Vy(v<H{}{U<Z*YNLtrciUtS}e5v=U|5P%<e
zi-@?pXa^3sy5nC>FN~<$MJeE=lwG-g)O9_8Tx`?yXh_)INO~|bOPWK?50y+Fs?mA2
z=gqXcBsk)uiVw9q&V{HcpBqp%S`kA<Dz6}N3pjj8<LyDdHZqV<I4AL01;aVE-GLD7
z)k%(e(3<)S4`+GQ`awS~cXF!3F0I@Iq*cz7vCslb1jFE_BFbMG+BIzw`1E*IHYOC%
zS(b*Z-*wKEuz&gV2loyGI6S`uw!#xsRt}z1wK#J$<1;U=hqZ^b-pkoq)5$IrQz$S~
z(O_YJt%<~|K2ZPYEJLquH)|-~8Sg9>{9-gjDqgF*oRK$(a1bm`q8nl%BaURvZLHVU
zx_gh}Eb<47J^A=|NeGX#6_qP43n|S9;n{tb9A?+g-tSi*U`)Bm!3Fn=%@HfV3Lg>#
zK-L3sjw$kl#<?xKp%sTil1nOp_;KTs5Y1@dQ&36$hjzWZRVH`|;yU(6U(zoiX%a*v
zyJN_(u2%E}aB$7*+szpnxnqCtXre0WZsSKhEb`arG1SSiM(HKeMtWo}s_@}YdxB2*
zag|8F1OoSjmIME=s^vZ_3zV0Sy9PgrYN><<eehYcml6MXTnnPk$a~<>BQ^8H*5h?u
zW)>s~W#8rgBFc0jE(-Shx6Dn#xUjsehv@=Eoi{X2s$V*|2DJIqw9~^1YF_==$<KBL
zVcR>Arcv+%Ik2HdMJHHGkqP@w%uZ8>>j=$iNjl0t%s8BP$6<@fjLc?%eyMCa-b$Sl
zdf{eoYXh&7WSGOKWxV_AeDtQyGabmN2X~I#dQF;JJ|4Bn?*#Lsmv*$<JuwhH%UGkO
zIM`RemZcJrMcz92LUTc=GU5kQ=zhT;t$x;{u2#?$0WVrj9M3xAB=svhyA;4=1&cmL
zVuVcp*%gcI{3i`r?a@P&DagysL1%);Y`x^M%Rg7}^Os)NA2B`snK|f)nr_}|kAh|t
zl2Nhfkgv11h$6K5?ZMXb&&hPx*2LI>fn-f=Kly!fQH*D~G};^@2#wJjm=kJFw$uk)
zNqA{6*vQCgm{nJh)0P`j@C!pU8TaJ%4{+N9AdJ8wblu<`BACjDV95w6duN;8k^AqT
zoRbw^<8({`L91LCpcwm$*JCR)LOOe|Y9Q&@u(-y+M+}SxpR@$%;1D7x2<*ZJ`Q2p~
zs7aysw7Qs%wG=dmBxvvH>k(m-)$5hL+r^A$WccVcFY3joz9bidaQ$3WV~MAG2*Unk
zPG11}fqK(9AqH;;r>qgdE3~oBy~FN<p{NH1l8HLK!sBKaw<80BZy^HV`bReOD?KNy
zhIIL+EU}VXq-oN-UfXf>-no5Ob1QI9%x6bHbiDUMC;u>MyTe6sS$p@(Ld5B-kC+wl
z)m5W-C$kEc6RkN<VDR--1=^D@$86lsAtNZEB6^86F@U;}&E1kf=qf08@GfZx?6FXA
z-J%H91jBuNCdya|DPdR2&ZJ?o&YN=pL~c)hgsMeHgKxMbFvs#c$darzE#=T0KO6Nt
zJUEC88w2-Su1k~4Y?o$aEvsrzJ`C0*|MsDSsrrMlYayA|qKZg((f=oT%HS#T4s$s!
z%}-KV7D>b?S>cN6TDKX|EXz{d&dh75=QFpeAos^HwP&2K%&3jWRs>At*opFunxd3p
zT%Eq{#HGBjYe+u?d_^xTMa;xsF7mg3A~cb`-AO9wtTg;EeLGUf_v*x7kbPRY*U<89
zcaqP3?k}l)SYev|{xpd&ysYIb(RPxPZnSuA>HIEUNDg>iEf<kfrDPcG>zl0E9>(T=
z-REUr5$8G-8wekE)df|Icz6AAXa8Z<J0;IF5SkZ7mf7$@YgxdaEaZu~wJ_`xhRq9#
zM^-1?zD}TJ8C_4&(GI+O@Xn$!i#paZ=b<&+8zr!qK!Z}QFnmuR?bxUdOJyKftdw4}
z=FeP!dP50L;DYSd>IShD^AZ=C!w?I9%O47F+k0JHlFSWg;L8bxHX1FYqd4lu=0QD=
z6d1WLZtlk1)?zs@1S;c9{15|?wEvPsL%>RpZg?k(s)P*?CQyDp1tF5;m~?ThJiXmx
zA-aU?chx<-5h{xm2$PnVD=e!ipAuA@5(E>OYy04$i_bW3^Z_cEwMwf&6`#s6H3+L6
z#JA`+X151b3^t=MUF-O6ehTqCG#=FWzCg_v7);C&lPOIS@lSR@$TRL#B0F(6|B+W;
za{FP3&5YPI-i&Ut@~Zcvo_EpK?qm{EI2v=Q-zc>Tnpf+U75d_LlQW8E5*Si;@0ou4
zy)KcPcu4;Smdb-dH08#Qz%O>ZLp3L-!7o(HpI%8+tx6;s>;W9+ZZzsFYXD6^{rP>|
z#~@)lvk>1VL&1s)#|hg-0hB*wztoDw_p{dp2|p87X7Sr8tf4~-v`K~)Th(P>en-kA
zh(K}!gHat~gg6ACW~qmi{QS`2i3wDP{uB}_Dy-l+k7u#3D56>ZJ9Oon4)A=@^VzMP
zsNzr!-0GG;6*u5i34!=@-<4wn+U1m>Sxb@fvh@H7=ONwsEpezjNb?78zJOpW9Xy!G
z%lM~cj8SLxqyT^rkv~1mwnY)9<|0Wsor5#L!M5CxDT<TN!QDJy(NaQO0rCEfzI*MR
zFYtYjBQHAO3Jfnd$LE}ceYu6V7Y9S#18&XxOxRMW@N$;z#5N$B10*WWrC{_;{e6q~
zI5zMkhA`qbdL91-=;>KNzhN*cMH9RtHiXHMKxFZnUdHlQ<9{g_FyR!;^B2JXE5`p#
z8vdWbvpCfQiQG3}75hKZd_&)VYxGHi;QxDW=5Lnm|A+Y6|Kg4Q$E4f;hoL~U*uwfy
zc9wB7mb4il@K+)h!s_Z_<6kzb51)&R%amOcoPhNuZ!T2Z{}7zUOAe`|L_Yo#9VozG
zfGwPsu&LVG@b~^~2N134RI?fya#9xTcr%FHRfkZ;Tz=E{!uo2Nw-j^Wv?nK88RagH
z+Jj?E|6UwdA*;qca>=GWbN7x=*bxS94fTVI&{pDV;-YGd=-)Xbhtci2a*tYaft(?v
zu$24&EJ|!6{%10!0+$@xJIO=NNeuWtZGj|f<^Op?5wflVl7xAonc%k#vx77KS`J3O
z3rOC6{=eEP{znIf=yBACQu?v29!WwlVnh=3nKy&)69mL|;jyLY4!L<kQc|C#H5N}F
zg1o%^;}c9sOO(2nmV&0H|DrGsdvQq)Q71^)Fp7j%wAUGuS-p30Xf4FyfT=q_e&q7{
zI%s76SJQ?olz1R@KVH97w<){fla-IyhcaJ$e7u;ftniDjwJ#4TB+yc$d$j8I3pUvc
z=HhaESm977f}jsD_ZOHvec?|B8PN!gnhbw<XP1|mO`V|Nv~sDXmZLsEi!NufIdC#I
zZz;M~tG4v&ca~2=W}c>Ia2VrB%Y?<aG4vJqbz#=v;9x}TKDoI%Eg%?veQ;FKh)+t`
ziCh9jrKaM=?DC#QtK>8^KzTS{^qXXr7x*6j8Vd;_2uw@b{3tIUFdTDKHH<$FmcuoR
zEFZr@p!{~nI<~J<$V#HOpW>&m49yASW#)dhi=hglEi9BUb>d~=vUL@&c~q0hUOLeb
zHxL&V7HoWNhTF7yg{Lh4gbODUtQOJ)+LlXqT4c|!md<Nw!G#*S>7VuMt6GmQF{yjQ
z`L3ihA-025lkYLu-%rNqot|tFtcLM&e;yk(w~##X^M^5EADna6`uh6z$q7P(CVA*@
z-)<5DIU$-wiV(l;U8DF7CQYlMhlB<5ftbGF@1Do`!$&DS-a$ITrs~{OvQj^%;_x;-
z-=H=;y)Zjp?k&t#Z{G%qrk2?FKf%$T2kF^|QCNQ)7+_9F3@I>4Y;Px6YoS56LAiOr
z#y)#_IFrz^s!(5Zs#hPM_HeYsLH#8#?-p_R1;+zb&-Kc9nk8o(YU-Iuu&<1%%NHQ@
z=Bso{$&VwbWb#Qb4^?nOP*Jl$@#}#A#&U}hJqR>g*I07Nu0G@@8mQHNf3^<L&`|BV
z<2^n(DX?3Kqmt{*{~9-t3dzFU{M%!f*rzGMW<&p+sptl`^XQMzRw#8=Us&6Da8q>q
z)SRCn1%`P?aJ=dfFb5eaX0|d2;czd(N91^pN&hz1LX1)Pvpjg)Amla~v~;Z-?KQXR
zTLh$03iF|Dlf7;AK*R>-6t+q~p9*4_T3W^nZqh1Q$b_rgKM#-chE;XGDw{7~LQkHy
z+^lR)W+}quR$T_M_}s@|uTOtxO1#aOd-{Bm(!6J_L3COb#_=eJy&yTOkmmH+>eLIU
z><OP>_R^2Gv{R@mIx#8VN0p$<WdE0o?@g@k@d7-VP*|6gmDBV^SqX(vk|SFeyxt1E
z5B4Dg1B)`XL)(FtHNUn_H=Bm;HMnS)Ar%yi^4WzyV|v3)RX4QYYS@4vJT5>GvsrFv
z6A74q*<~GJ@P$!{Sl|U^f%dhm(TLKLl!mU|;(b#v_kHG8fg7UHEG%|^M}lPqIy7{>
zu-z&OsDCE4NS>Cir#9c8rX-iUT$<E((!&`wBfu;A2N~>ak%fshf>KdN<XBZZ9$qAL
zo3nKv^@$*wjPIHnF#K?)mh!iYq6KG)f~u}Rp_Wf?r&k-LopE&C#tTrokMD=J`wFI1
z20tPZ5s{)K#>U9mjl7UVWd`O!s)bMRd|hE!i?jQ2#%Z%&=Npw0dYF7>e{@>c&`d<1
zVy8fq0;=m{xt@+4=Ih(r_Mbw-gVp{h0L=T_sgbgZYM7prM2m!1XjnI&7ohbLEdrMi
z!lfhFkq|!(&+c^Cz_SD7Fu!<L*@H$z<fmn=L+UiUP3W<q@fM`cY8!tuI?5lG<qiC$
zr_(7G7CPcZ`P9IZ?hUKwc}0tNCaALZP%OXJ1VilgSgB5ycRTCco+UkXyO^l@dOP>d
zY&1xK)877FQ!~Qp9pwA=N3nl!KxXXWbS3cJdzA-GOt13j%NT92-c2~8ZUh`Ub<bR%
z(sS7C{QR%<Q(4ca0cxE@To50KKwe5ZD7uNu@!b8WiNJdt5fSk*USRDg*gNr>VB1d3
zM%@{~&~PZXxcI|G$J?K5PTRIt6P=k&ljOdOZ8rqQ?&9JZ#m}lQQc$nD>HHcYP49QD
z^V=gU0;fnDES7WcotO@1%aY=U=7f@H7w#W)jd*=X&CD#n{1MWX=nMT6GZ!V)MrBml
zl9>g2EvN~x`$+LfDIfdhprPv^4h1jxj$De|-~y@QooA0$(-U)kZxwAXL`(O{jtX2k
z81zjseJO=>qg2q<q_c1PLsCZIwqL2(LP~1qKYS)7Vi-$d{_PvptK|XlAU)Owgq~lx
zfHf`w2OXYFWhW9BoA3brO6H}00w@=OX<+4GJf{DX<dM|%Nm*qAU9n&9+liy|&}fs5
z{!UnU4!(_MRGIpIb_k3~^U1p1KvfbM3CVX}d7deV(DLi;Pg4nt(<9}zt#`;iVj{he
zX2b;EmaneV@+m=lAXnmC^??oi=6CXkr+pmlX<Pds7`{pwEImeXy{)B$zUVaK6Q?en
zKZ={W8EvX)4Vo1}6Ah#k6rY#0T_DKF^C%7S3@~3clnR~c#wwc&y=aR(wOrQUND9AY
zk)DatYQ4I&v+1cB2O%^Gu`2WjTA`r-cvU|eqm;inS<!)+zWR!;5kM~CUPw-s`<q{c
z7ip5`f&X<o$|L_|sH(x}5#Y_lZa#r~W#&SA%KxfFMXo>Us8z(4c|e5mD|vI{*9WS4
zIKzC=?M{ggmGBP<sk~4I+o-b3sWmPal|-Tq^9u`xr^}F!Y(0bYVMdbCj)$Ln1Fv79
z!06U<$qt$2GYDU`M6<vcQ2uFTWF)p%-%jTI>Q#GwUb$y&EErB3`SAs&T6!HF*Lm?f
zB?IPrWKt8Ce}HJg+2ixm*N#V_cS}O8M#3J_97T1~jjNL8Jq)=FhFI^ZK8=F2P5QHF
zd8|eOYmU9#!nW_Cp8DVp(YnpWD#?3jX?JOGX-OWfJtt>7Lj-Xp_+@9QFf!vlszS){
zEh%ezI)~kP95j3J<nDd?*dkxX*4(^(az_Qk#%5Ckbm+Enw%gUZOv!mZJr!|3-Uyb&
zbi?RxEy{IX)W1zWm>_Se!PBFAzI%EEBNg@lCqOU$_PU;1$O)Q}XF^tqm55DfLBW#J
zOMxzi4D|F3>)0>f75JxSj*EXuJAl{mFy%(Kw9Hz#np($jza@shzvy=zoj~kNA89m?
znwl$MIc)+<!T9Y#DpG#B{Z-44Bd1uYeJoWX#ZWEvr^d4}SyOc!q-y?sw;gT!k$oI=
zeCoH#>go?`jh2Ihh$l5hLs%ui^YspN>J>p&w&<@@&1{aRt8(edWC<2ZO6ZN&>%cSY
zK)=}qfs-&0f1md7HPfed{wohxiZ>F@_e(<1(1zrwGg8qzgE$F~g01#*<eR|W7`aA3
z+Gg44D17_-xw+-~b--DZ=jhLqYb!oO;`8vTz6%ri`I<Yr`%{sX`-<6o1LNU<1Wfuh
z!KtQs=f-T0>W4;R^fNluLASkMLH_(0p0!8?rx|@vl`vzwWA&$+%BQiS$o4+#$63hP
z>4ZK2dh|iN(Ac}i<LQrk6>e*dK7t7sz^K9<!+TG#cg2L}Ax;kg{y{vQ7Hrpb^!K^m
z!?cyZglFHC;w@8NP5yFq^y4TjJlZ57R6#RZjrXU+OL*476^fGdg(;Ew@y!&7JTzig
zmgE{<FtLN=O!Q>=eQ=gRZCsn7UQ@H+_YWAKjj4X8pj)%FF7+0u$)!X3ilOZ+<%GAZ
zk|u##LJxbJ&HK39m7D!8f#|R>`;pbS_;`lJ^UqDQ*M3Nypl1YHDrO-GqU#VJ)jz+)
z#aKzvDGOjk>_>kbx!a;PfWqY|nvg+o=@%CrE*pjkSJAT^5fKrm4yF{=5BL!qTd%A3
zIYruOgym@a*7(4tBre$3lw=1=mE4<ebt4pS`@JE^W}_G6UDi>?g+fb?B>VB<76Z>7
zwbdwPo9^E<ljQj)vJmB9(Rpj^2zLo@ps9*NIUL=JN+*OonRJv2fY<EU2KVQLQI}4j
zyD1<2J~h3a2`<$d)>O*G&xp@ApFLQF$MBQW<HQ5iZ#KH}A0pqJAMYAmjBGuHXcM*F
zikFoLy~n8c$Aaihe;UX5T&q!)(TH~V3*_BBxpCh|CsF!oCdEYpA2x*{_-vwrI4Bx+
zGDi6dIWigI?`O1i2PZYKDm;DeUk;SWEl?U7kQ^*HufoB8?io1b4&B<s`yg_Df^Xj%
zZjbD>dtJZ&rlYZjMU<s5VK!L91OoiDiXSmhP<+!FG%j(~jr%Jo)_dr)Z~KH~cEtSD
zzDEl>auGE@MCm@&-$7ZwDMYE1&E@{?xa9%j%_pphQkE6lJMh6ndIN#}ecP(F-PwLG
z5q4Zi-ft~Jj2DmlQr2=<=!!p`f#<MDi0CaQiL0x4R2Y1kHO&n(6u+olu({)!k5lg(
z(<P$9KDp>@6Y%un2b`VU+~#D><p)tTVexUwx$^8@GEpqO{(&CZjL`~wfyXu%vRtKk
zBZQk@T3`iBjSI*nN4!^o;F^bzJZ5z~ueugG?UQ_3vebd;BX&N~MhPSfkkmlNF-T?4
zx^x3G5`J-3$W8?0IV3bfp8$AB*~|5HI986ig_|eRWzlnANpRhnn%cbrm!-rP-rrNt
zJ1<bvn=U`qs7~1`^i(hhghn@^cC~opf?jXKU2oq7jQJK{h#rMxrH@u%Vti&@e$H$Y
zx-}cms?c~>zur)H6;5?rN(UberdcOcdf03)+7HYQL_0C_qBdw$yb7^!-P$g2oLTYg
zFZwX%w@@~fx7THP=y(yj0#&2(4&Q(Fxv$mX5D<_#?Q9$0mYC?qLSt>66TikiG9l_(
zb9vY4n(N=7-t7!g=^t@)4H)^jV?_%*F?hS|0%H04q;e|oiOu~VDZxJdY6V4m>F2T;
zQ&f~`4}_f@QJDO&<cHxu3DDGx)(oBzg0s{>2s1(tItS9~(?4s>9+UhfqMsk4Eew0*
zQyv@L5jF*zo)NKt@~%&3KJkzY4}p8Ry&!eWm>J?`4sb&tv&dhTQMLEQj(<=N+<j}h
z+eJQk&DPd-*EA7;&~Ohq2v6-tOG-<->3!bI_WtyGH9mnJ4~)-ed+<}*<5qPZ1St}Z
z^zeYIpj)Nr?cD}qsdG&JYiOG<my>S%{{6(~&22+++2CRq8QcMImRgh+jHV!PpZ6_k
zu|^Y$8&f`TSh+}U34mHm%gV}xomGdXF5?sxDTPEpUlU%+uBU3ED?Gb7tu}5m)NjTe
zCVALUad0R?&#D&Rv7`Byuhfy9P&rGeT`z8bUDe97zRPMVvtLeisw~)3XSJ^Kw!c0c
z@DUWf-5yXAov{Mr1c1i}X1|4&5|a|X`UJCfAWqC<YkPh3@aMXA6%7ub$?l#!*ge|^
zXb|#9i_Q~)w1{|5H;Fsx3Fk&7&xhJ<x<X%HwasvwuCI&Xy2M;}EicXq6_?u+qBo+8
zK({oV&)018%4&5kiSQ#Mv^o+lq_BpM|2)KgJ~;M~tnu9;%G*`<9=^Q2pJR61EqtFY
zpvJwRc(iZrWnu+@#47L~f11a;6Rrgl@2HA&UgY@CEXlVbc@E2MAY_C?Kv_R20s+sT
zHaA|Ou*t{_<JqT#h#iuUOlT4niR{aZerr)j9mqsN<yA3Z>DXTR3h_l}F)OqZYtJ9-
zKLFD_s<*wHe$K=UGJQe%R@5EM#=tHz-h!m2H<!63xHduclo?ITq~`;bnaNG7V*cgY
zzK4(f9#ZeZ_F1_6{Z)x}^kcB3$|2IZkf05S?C3(jZw#xeQ@b2rzV3qBMd8uz<~`q(
znt;)Iy{(xuYz)N*8Yb_fQ=!?eUPOOeq@>FC7LrkLR0Qqc&w*?8W31r{e82co{(N1&
zqYbyKZP)GBL>RCJ+NBeN(l2<NC(%x<d?rdU<>)RmS<ov;*}x$N4IQ1jg$D8wM!IVs
zGjit80-f1YK+x28-fm3C`|8@Mc@1)E7u2Bxhy1ch7e|KiwAeyi5o^;$Sb&a>-CV-Y
zNilYS9vwVlv}~@Ps^-rBBVp!{y5b}xHPqF3?O;*>`9bi~N0yr*{*~5^yX;QSlWOtw
zvyG)K%S6>lRT2pL>({vav+-mem?Xx|Tv3>0ua|o%fySr1)OdR=BG*F}ZO@~9#c?H2
znjKsycUCCdIn^vW|M<dkO{ijPXD8Os&8lch2JNwVnZi(1U>^Xq^mb2m1blS6vPUPv
zr3LIh%+2KqfKI*~PH_-Q@$8dcy8iftBt-13>q$JyBOy7~nf<CUF_OqfOvj+@h|1Wx
zr>3~F^|FoLB?lDo*jHJSHn`=MPH~3TdoSF4|A?*YNo%dqDH688pL{8d+N|{f`{ZC!
zheQDTwb_kF&vT`!z{Ow0C(B@?<R*+hN&4ZdoA+aX)zOX~Af^&ql89mu+>T{ZYqbk3
z-#FiKbj4*F8S}N1uVUO=+d|>VLwwH5<&~vtW8EXd`7w4t+U?rn2vvBkXodoVw0Ykw
z1cd7frM(8n*C7}@45BPNNbn1%!<p{Yp!$|c5bfIf)Rk4e0f6gwv4_tG_*Kre&Ab6V
zntGt%HePjRH|^miJ+GM1`KZod;Ox`Oev{132r7s+QR{mwb%FGiFwZCrC;xddYgjZ}
zEB@J_H)M8Z^(GQF^V0kIgKV)&XQ#I3#abPLQelSGS|zIpPEk=z_~YH1?Zn!8E9oWt
zbD@^C3m&1r*65R|>OJ9&Yrx*>iH)PX6{fT0n*Wrb4*ehAJ}5|RaGLAo=<Cq8&9B?d
z+FxDBOYLf=7hsLF#V%t`o7*A;fWZlpDb?@s<(3|@mYzj3S@EdlkHxlCmF_ufsJYMX
z-#q9n1R_T<de5IO)KgAMPi;3>kkwnZ4Teq?D$QJOZ)Mkr`D{F$IdZehwt7zs(`<&+
zsrAfUSJo~U4iuMJ<-kwp<$4~|Q;%Qpd^LI_ZZ^vCVRGkk5Egm=&*R$pXaZX=magxx
z3?sV3x{=|-^)lVPxA9ce8;xP$iO^8VMJKAoNPqP;es^ZZxdaMAIxnF@`N#b8UQMlf
z0|7bjn}lQsq)2{=&rp9$NZ+Bf{l1iIY<8c}8#zq$I3@S`&$d_Ym)+hatb3Q6Cd6Zh
z6y`kbif;#LRZ`aQ(vmFJfbE{C_m>r3+C{3d-`7*@+WhTp&xj*BUyf)72e^<S-?v|E
zWUx3*Fmn?2uMAwy_;jxBnw`RIPK1bkLa?)ZN+mZnK`m|*eDCoh`d4rE@n`V~&dz#U
zYrAXvBJnT!bW2HnRV>6GE8Db2#JjK8&ij*DYG(O22mcUreLc$g5G^!X#TU&tHWjRg
zz<3MZe!GUb?L&0PmmXk=4>`{0DNi%IdLa>Pwm6vmvg4VE^io~mcSV2-^U{ePjj3L4
zN?Su?Sv-s=Pg@x49LmwvCRxady;(+r>d?_Ge94y%FP8x>`P*%7q6&V*4o*&#sd&Z@
zp?=*kAGfc<2>IMsg`!VDZ{A6{iG5YLUCw+imJLp$;A@U<Mtd?xZOigl<ePLpyO{Zg
zs5<LdR$KHQIBlG<48R%Eh+?gw`qBd$39M_{whQ+at6jyXuamfZa&BsNJ$Bc)P#y)J
zh9z~pun44wE8*~p{0*DC``p*7EnDUdes6j}F%oV1Jm?98UF3WsKJ=YS3qb~}GOC-F
zuU*6}WIX!DW(|9Mgx;1ZGmxer`AaAK1F^$+a2q559ireTo&NQoj-ku<{q9d$Y+$e!
zJNN6rxTu4j-fWLVWBz9^uoRbYGpMe3{}Oe8|CWeTVJwieDZAqNMK3rK{N^r|g3M=?
z$D08!N2|Etq6!vHf|z5-mm7mPufAlGNsJ#ggddw%4K0wHGVO^)&mpLvy3RLN&VHx&
zUk1EL%BQ$T-O?s#ssDw?JZj{?@lfZ~8L{?Q%EyzO6hv*$-F{xNOpmq{_R8#o@=|CH
zge+WK$eKFBSpUYKmHs)GumAhsavA;q12;krjU9CaHsXNehLB1RLNdX}z<t^ZplL2S
z^rHr2^Ae2hnMy%!)FG9BDS>Iz`dQ|B@K{I|#qB$Ssted$zQ3qAa9v;;I1d}C39$c5
z?HKNLpK$3;T|GyUv<Cb-g9Wo3!bNj=e$iuq7Rt*t=`0KIsF3Z5;wklx!T%iD2Ou?r
z_v#}etp}e`Wo<1Y6CS9I{&%1O@<Yk~ISf!y2F%eRLZCI`Rp{o!s-b3af6aH7zkXDY
zAtPvci83aGYQG&dkHPaqA{s$0>5NIZs*?f}Sztebn$$89%QL;D3-NK*Z@eSV+d(BV
zDDApeg%~{T!fz3j|2p>2<iquUP*eYXc9b*D_P*J`4jjPMG!ZI#%2+8(g@H7PLQs{z
z|6;BM@Yr=!@u=g7KlmMk^DoDR!!8k2eb)s~s@4(ITt*b6W*ah0@U?zBy#~;1p-E2#
z(;!@hy3&8yU4e*)Og|W5)^qW*aZ5UH`0w1q_7+5ZFz^r*sp=q7fQz}5N%rgC+<;-K
z`H|1;W=W3~$Y$4XvI_j}tQh$Xrrz}d78e-I?nGC<UeGgWM3-)gQK<P1pQ^Bai;Kb<
z%*=s>?-3u2*^vZ6WFuF%z50Q+_sxe{Qf^!5ZmsvKF?`L3qMCN7=nZI8n4IU+TMM$7
z-lfpj<Mx~^Vg^lssu4s!xst1@b-ebpvmmU@3$U(BjGjuG{+}7%rjzikenT~;KE=>A
zX2BDi-9PNeUO3qs5v6B^iR08JFirq8sB)cdR1G4b)%7K|iy(Fi(lRtXtB!}}&TRj4
zvk8B17DeSkz>i$-J>>O5XwYvd^GlsN>*<x5XuGgnYS_YKs@NI$FuX)OYO$=Y>}>E^
z2w(rsGKqHgu<fj+KuA!BkNC<xM|FKzJ8F0G7y7-Lb>MF&|JJ!^*j1oyzHEL+MY42L
z!au(<*d06{=>b2oMAesJqI^E!w}eEt^`{^NmQ$*9#oYRf&U4f7T6Jr{;cfHIrj#_=
zA1UEEzoi%uCW_<P9S)|IZ>m+dd8x?CqEC+gOSB<iuzZQx$vZ#UE_<6~R?ijVo8cnS
zds?TMC8RvZ)?ToWnAs&c4i_~vQ7`S1qC1LPR%b-&EE-S1_9=H;kj;ZR*jlmTtuK^+
zp8Eq~avRh)LFZW`8u@1LOnn+W-!VCa&h`Xe7K5YETh7ETze-p5vA-{J#;1)x=GI_(
z@B*DM&##w^2=t=g&Kos@7yTrHvESG)^+$GECHM_u>(*{6q{^%ZXowL%saQ$^uq=yf
zx`)OB2oW|})@(Z9d~6JT_Vrd_l}l^`dkEo9iCix??aNg$(lo1EYM_L8<K@<#XzLrd
zHWPlbx1L;DFmZV1Th;e~g;4GtxHq~_b?ro=c#2CCh-$U?f^(t^20r@}Se|;D@NJ5V
zsP}CH?f}I*bI5A@5*6>V?#38htKPEH**orhYjp%7V(KjQ4Pn4WMSLt8dp_e|cHowH
zNz*c=8MgTkZv+}RadQ?|Ki!ij*2V`OnlZh#XPp|7C`l)J#t57orf~FzQoAK5M%l(1
zk@PWWW{Lc#a2q&(C?Jl-d1d#q=_0}z`brTpeFRZbtoEVVfEK#}D6BT4FB<{n-n#2f
z^<^lOVQDJ}(gqMQ8pW<T&f%_~n#h5b|G80*Ng$CozVQoH#0By+Tg~AjBP);WX^{J|
zZ9^AdrSo)j#@0c9qXQxzHCPJ-%w8ytF?T$aI4m3_2N9`v!{_dTJ_#&$esXM{TmdOx
zUohUzR-cSCTD@yQWiG8z83w>huXT%Zj-dbDp|(G1(_13K!A9E?#eLaNi#QZN2<HhZ
zA;OBo#p3HyNMJz~j+rda<NcNHCEz|i;MMD~+H#3{gmg%T+OS2(;y`5<pvz-Gm5f0;
zZvkwOQq+jiGU@H2PrbarV+#wkDN-#O2xN>5JQ+MUMn5k%?T3ylKj&X%aE&{Akas#;
z)T{6^b5Por09$kU*B66!f_{4TEb8f)^=4AhGkCJeexJNlCI4MT{#X-L(YI8FO}+ak
z2nU%;Sxf7;s!?pBm4#}e69bEydz(=_cMw$_E<WA<TR}=7nTi?nT=6-@Gj{c&{L96%
zxB0#W9bqtgN_9>nE{r>$t_0vaAXYcCL#6NUBnaRBvIqpAXCDs+47+YWEZ-Du8f^xz
zDOgZzBZeMGXVvk1(|ad^$!tS|X~YU6kofXRM0w{yULY(Y&-n`RlVrnC(YibS8mQoG
zj;hV-7A;{gBDJEdI{F=qa((~VL|@@k{!NU_%e}!$=;+9q9@A^>3Mb!8-x^lOz})_)
z#A%9=?4f{7?T(}czV{FR)6i9{G^hkK>7?1=d(!s=kd!s@(W$(fOqwmiQS;Ons&=FN
z*`*+0Di#0Cav0(%mxpGBY<=owAxfoY1|GH)Z3?<9<i++$O&2R&|KYMt*|_VRWkO<y
zo`rCYy19Iq;YX8PXQyunou&y74^(UKMB+emC-tpM<zJ-<C!1k!<$jk`=##Ih(qNZ@
zs%Ou2V`#&(|KNZ;$={iJjkU9DSoMuNAr|+7cu)ZNalDxQxUhau3nYcqT~F1Spm|b#
z?Ytv7emJO?<ep}pVTfhSF=b=r@<RA3m{2L9AdwIcFu-Y7Z+;WDxlmfw($xCR2=%R@
zZ#E1*hMlgH$Rq?e?5VK;D$TfI-Otg1p372Nb*Y<3%r!1FbRH>aN|j$>F=TD|N3`J+
zz~<+YL_Ve}7i}02(GQ8MD;Z87m!t5hW!KpSbJFQV&nV#Uh8xn;H*j1C{|yOiY|$UB
z?NUpYISTb_QGD*?Mhg3j0ztios7-(laoWc@?S+|9ixR^6!zKvH1>uIf*c?E+Cx$`s
zjG@MFYF&r)PxX^J;=D6K_A)kJAGocGZ82U6$_zEm8J@dr*hzIlY|h)#_VR`n{D@ou
z)96fiPR-&6K?>J98{3p`amAI?ezJedoywi@)H4FJ;?p*!qmTi_{n3GGh)^;fv>IlG
zm9zPP%BB{f&sbJgt_`iIKD(f<NI*4Iq<-qWXpwN~3`F$fQFV3`p2`wcZ}V3P$A5hZ
z{R$7P_~=fXo=BJjvZrAVbx*z#vv1D3v#+rDg+7Y0so8;PG?{M@ol(4le@17S^-uwL
z?DTixKQWILHEluSg5-9v`rfiKSyQ;sq9{1{=7T@(T3w6Ul)$w;QTj8VzOw}n5$o8)
zC2sJsaU^e~#;7Fm74Y|~)87_~5v$P~w&T$N=QBUM8mzJ%vJtRc$_=$B2lB3OS;V-q
z0-ILi5+kBxN3~hzVAS9M-;;5k@$+VV*DB(*+6|{z;MY*$-Y|*%PSbgHl34g~r^=+u
zP5N^PI>bMC%3d$=oAU8Et$yct6ruIKtjPNcrlM{(60Q~&qM9=Fx)mI2jVJ7%)u~sR
z0pCLm;^0#zKQaEZugx%NpNDN>aYO80yipf|x_oxZElj$HD#_(U2cvtVuT&$vx6t!1
zM|2<YVq=Q;HbLrOmjx!y%X{aKwWhRF7z_P1samZ>&w+izo^G>mQ^IZa3qABlh7{nN
zco>*`SbRa@6K8OSqNGblduC!E4GXom|IVGG{(S*Y`^UU~%_^c&%J;TOnP@2IL@7j>
zR<U2H6OEHrM49gVI~P%H{PWGf&*CmzN;LydZt=9&ds>f!D2!Wl4gdfd88=J3rN~D9
zY;KPeNA<#V^0g^|1hVWxD6!`F<3^AESfAH=rJ7NS$BTDisj~Vw<n^0`i&hc)Ip++z
zyAS=K>!_Jh0zT5eD-_@GKr7PG+BRmF1)~0|$jvZZfFsy#>S=%ISE+iv!oEl2jrY`6
zHk~n}ao|%U)$)n!Rhb4dsS`7Nu<_+*Ybqk*nVq#j@@3ofCdAk${(RI{^Hfbs!m>{t
z{8v)H`6|(G-hy8$Qh%@I!kTjoy0sXwtWj@Xu=)u6bU*oB+MrfSr(MGEpcqz(Z|Etm
z>q~^~Y@`j!&peX{@~`pKzU9;9F0T4paa3?qO|8H#nE&28iz*Qu_3rOfF9S%>tD0N&
zxR3?eBpsGF8~Ec;wR{T<Xjw0|{pW-K95DuHyvr(=@YaRE;1U<ix3+pV;jTVbVE=5y
z1sPaq;~frh;S(N5T{?Z5y<PE>ZHbGKl3qTNVJ38(z8%ViQj4V}_)_gHw*s?Dm17s@
z0axV~mv}XCDBh~x@VlWzy~dSi0^ED0g)j?xGa+B-2;tDUY;)^pXTd2oj%^QBl(f@|
zvR8imw5tnvwvCJYZ|hqnvC#$S4B^P@X=9Z$$8>C+F12C3IPa=J!3q_kjbsHUk-(~q
zUp#-+N3gl?&6E`1jtY6ti6T{z`@za+i#TzZ8j(G)BY24^^0EIbnQ`!Bm{to-Eq1-^
zmnLPi%Y!~^DI((V^<evc{~q7qI`cj_7OwQi!^k2r_~xHad1M^TvS~Qs0g}sam$f_5
zahlr`=lCw$-;0?PjI4r2kM71tA2ss-S-OYxj7`gE0lpf6OD?9>ZLuZf1-QKfv5lKn
zv4X7p;%B(Q0y;#Rd<qr{q$kx_RgR?Qe@l6PFc54Rj8I|y_?!(L{hmM229rEIp=$I1
zcRfQe%ic2bK&utN<ZOO5&dDK212JGu^>+sr_WyNen};}D_LHpXdtenkxGOSauwL%J
zP|Cr-XXB9Z|3`iYjs0Kw3;J8VoZ!9rb*^BU{M)=;#NUk^9J0&yZ>63;4(k7=_JW8u
zl4-^$va|H?9jc*BcX%Ki6N7g>N?0J{c$BiUeEB%=Pk$8xV*Ag7=21kUzyia6uKM3M
uUH?)A{-1yA-`NfSUAFIk{aYWp-(gZrmp<fU#;Jb*|9lmf6RQ-__y1qO3X3iP

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/annotation_07.png b/content/sesion12/img/annotation_07.png
new file mode 100644
index 0000000000000000000000000000000000000000..da916b5629b5eb117d96c382628b3492bf6a67a9
GIT binary patch
literal 44324
zcmb5VWl$W^`=$*cxVuAeclY4#gS!Ry;1=91cyJ3YgFC@pf;$ZEE`u-m?Y_J3)_-fO
z_QTY4_jGriIr==;eV<4bC23>?0t5&M2xM6q2{j0aPvsC0kgjkrA6M@68PGnyAYIj@
z#UQFDiH<%_K3j?^ib6mD;}Ks>pg+#xon&-eAs|rt{(T^a981k1ASzpBB}4(9hNtVW
zzJz<PBA4-8O!6B(Q@rlmyzcjum@+>?(ADG!HJ>QH1~yn*=fB9kf7M06`jz^Z-5+{I
zOg#^hT@G%Ua&n{3o#>)}HMPXfR{Kq4YJDWtV%Zr(Ao1*i@I0k`Hd{$JyJ$-2L2#;-
zs#w7amMjEK433OhiuzR^?%#2Qe14wXe~$Dqpfx^z3PIccSuIOEPbW)iEE%Nvt4<w=
zK86~=sQB->5VV=dpyNAk>(AV4q_8wTu&jh8(^^}97F@xXKd>!k?Ec-80QyRThIQY;
zDQs+We4U^JCcfXh$tUv9r-K93!6NZ#8+ps=TeToO40W3M<^QB^PhiNK@uFbn!l~am
zR{dTIO*JF_pHhmibCngYnDPZzYObolM{9Wh_^#@1jBDsU#(g^Uw1b<^b1iLtDNhhC
zeX)I%^RIm7o_T`+=KeXm{(HOC=^s3A?l|(Bf}!Lb0f4YW=R|E<M%jOVg8f!i#mz0$
zVkv8#Jnk9%#egCX<6p^<+_aX`<)U~0NINUfScTX$s?ZlLe}gI?MKzVbA6hcul;I$r
z_*2fOY>MP4G*>bRa36C$o&Ti>Gk4_bbh;)0ZYWdo{)11d03U#LLvDt?H)2?_0-9-E
zj_F7myKHx{UWsdVz)u}2p`fS5BSD}_b~%Eqo<MRvk`i>eR<|D1sI^tlXfQ)e4IrC5
z->!CE66Q&WZP)^fboHr+_b-#<J9JZ!G%H6*G^E`==uEKAX>2Vm5D9im)5e|c7F}un
z<!)Lx*zkP2!cst45FJo9s+2l(t-GAuq^~s?9U*u2X^w#xOO7WfcX*zQSj%p|9EP!8
z$%#jq66S<aFZe!9U+h|x3WH^Fu$>g3!DknaH~{NdOirM=>#!14BQ$$iNEbL=9*PU6
zuFf=h&KtYf&E@WBwGZ~F^E0(^5Y-VSTL{n%yXz$8<{qV7YrTeyxzWm_JCW~ro$|B#
zNkab7sKbBSUobS9u^2Ninf=+kFbX=(#OO=r$XQ*OQzzajG=W1;(rAKnGqeYT+=bs(
z;T4A_>Nf{|CAxw-5}aW)$2}1lW@gbzw`PTkTzoY%d2Jl!)-pZa?#W{!V}9`H)yT{2
z?b=E5ghTND5EE#cGPFyZpud`9u{7IzX_-tI9Z8;kk~H2I;<$PYHe@`%n@oZpE+NSd
z$;ele*)z8RQx$_~9!`qzvrwkGX&qPsVRcKMlP5T2cihEF`nPW0d5CYeJNd=wORmJe
zKk*7acT?0h49%G0Cxe`|xf!$(%C-elCP|N?OLjawc)f`Ie^m?7)%q380PSOC2S#yA
zb{gqsUN#gmSwa9xX@ZFLER7WK{{~eJbNzfb4o8xIaC<=!oN-IUtPWxA+qm~BEnRp!
z<EKEw^Mv-+KIM(D;62N~jLg<F2<m1u6zM#!7wQ%7>{teZfqi1}keg&Bzp)!*&!)Ye
z#K+h}+TXP)=N)=-_N#kTG2hGtF-}-wG6|=4B<{KG_-?40WTz;EwV0xAEmiF{TgL41
z-z-;n!N9LbuEf`q7lY@OjZ5FVTs!?v9jht?BJ9ixTPEjgZSRbX62k9vw(Wd2Get1U
z#Ei=aB2h<y%2~0p4{?2kX8m8RXK>9H_c_21_r6&*oP8|gxWe?%oF*G^-A?GM450%M
ze#FfC`hU8_=PyaI!@f3|cww#@0d*V9a|aIICwp_Eze!Mm`;wr|Q<{*OR&5eSG?6<Q
zpev-j5R}cz+aoAoU9Zl5yDs^bqWKhod@Y0~b2-1%%l|EenX1N%NAH#A5}#_SPqnvn
zHH3QUdqpcXA#{0=v;lAl^HDaCBzbP%>ji=O27QD4$Z9&jyvE`#`TUmh{fs!4&_`36
z-6_?1Ngx0?QT?ey*;&ngs7Ii(xgYn1lxvqATP&&Z5?uXBnsMfOvb2zmj!FMCu_qy1
z$S7AL<r3nf8O5qY#}LaM9*iG%ftUMa)knO-Yp;a9y1Bv8sd50qdZ!js%zHp6dF}B9
z*za6vF4~r_Wi4+d%KPnQM#YXdPW_2^Ni$DcAN=`V&;?9qzMf+#21aGwP+o##M}7J1
z2(ZXsI``^7aDgk!I$+W!z@*1&YQpM>w{%&c7+P`@dTYM_=>N><0P&KTKP>y7qfE*Q
z;4b_ZA%MSwP%2VmC1?YFyxMpB3!}a>v*zcuA(yz?0)-1<FfHpaVT%d6MiDB7sIgsj
zS5(JS=}J@0HeP5={93ztblKg_mSOLBCrAXeR1m!sc&R_vcjndQ9iOn15wUcbgz%y=
z@!l<?3wAc@Xy-W2a%WAtA(f4<p?lh7@kA#xZtW8d7CLI0ks7^;VRDm}iXJz}T)BCU
zfq<c*(#}l3IZAs~emuNC5N%+;Nnyt2(uY%%sUcmu*8s&U=Fi>momuN4S5fu*<8=8P
zlq{b0&f&9T&Mxe%y)13mog0QBYz?^G-+VA#yb&A!ts6%kX&y%+U*Pivi+W=^DtUlI
zvS$lVZ9G@*%lJ4JPq|WwLFOLTD%pJ_E@dQ@mY<1gc600+u*q!LzV)7HW4q#hEAR6u
zr8X`(A}=rMmd9)->Q?mr9NnRgM*Xr5CBK(H*g<KXz7=mtiXZL~U|eBoE%9wok_dM&
zLq#M6jw)GmmxNI&&89+MUT9J?f=>U0B{k^25`m`cSeN|uv3=8I15<Cw38_Z*=3a9d
zqZH=IBeu_W?9)}B#4=R{&Kk)D4UD}zAWI0a*(hu+55;ZC6R{&lN~wS$O^hGKaM{Y~
zaML4cErhco?yVg!uY9^z0}qWoocI>=!}!?-d9rc;yzjp1IboB2;>*7om&?^Fwyf7^
z5cUXY*Z*U-J<V(a8=Kznn;CtxY>VryP&z4kPf$7MR3eCXWA%|8MJA~Ly~Xvkrj~Xl
zzuGPnpNTPMe?K5vS>7XWZp4U`^hNK*ZVm2|Vdj3EDTS7SFXF7#$TYsVWY9FNtXV+a
zja58g7f#cEZW{mksUc@~n{M1^8Q7YLQqw6&d?Z+LGzBW&#4>FMe`QJ5ZndFD%t3KB
zvg#<7o&@^())hkz5l^b63cEm&5ce&X^?qyLTFoy6rke$`>zUEt<K#~M+4dlgvhlGt
z$KmJ3n_^ZPEH!>cm^9$?Q~I}px5SJ&D!4JVP7IXmhzu3r(G^`U+)K6h$cmRL9bD~=
z>}lVfwS(E8k>m&`K4#1gvgAPl9J3kH9!E!C{D%lhKZ9M37lQbJXHH>3UpSq4H&*#H
z-;`fpB&ZmB#d*4;5Bj7dIADLaLO*T$+Pzufrmlnoq@^enI#JSE`aWHBYY?1e<2zP9
zqQrNMI!dX;)WMWtX<Bt)$J{=uU#&RKUIJoxpS?lzR2zQ0RUAdX&K@Kef13TL<ke#g
zs>m-)8`*+lrQJH-PnKY}zbR|e^%qp-CVy*on$5_U(jmQI-y=jc-Kx}BIUb<|v8Hl{
zts~1hgd=7q`jOdqOui{3TzaIl_(w@A@t$CoGdRv8DZu9hw-y$ycI#@Rz3ne9(F*(S
zJ<SNEaQuSveF^{DYw=JQL#*9&?*f%>5LrHpvDo#~WahKcxFyKx+s|gt$nHzL{mzBu
z)5H7l60<$+u6!J#cd&rq-lf!pj}v`P_SV24k-St*k%UI1Wo~A)SC3u85xMaD7URYU
z=*GTdX;Vl8++HS;@-Z--?bEahbo~eh)Q(KGXOfiUDOjpdVDt*H9*koWrLrSuz)=)o
zM0Or<WgQJ}VluhRzN=;8&a+a!zWee^Pt#iTLj8&Ir95W?sfZQ8GVQkA8kIapTa<)U
zdaRRyztgg2mv#lb{%1PQhcd{9-VB(Q_8IYKggz%Xw`%bk1Ti_g>y1hkgNTSpo-!8W
zZo_Aq%l9s2AR1zvupsjAgi(1t@dVGK@-pHz%-<#(v9o9g%>UmA%2-#=4%P9e7<{fb
zvTtR<Fm>pWkc4aaMzQN43J3U1)^k8TejhL8BaUJ>k<nHj(!9tdb7w-gC`44KtrFOS
zl){L<1BGh}41hqHJAjw>_MRHL{hG=TFuW{d8Ke{Ei|GK&Jv&sU*J4GU#n!g9i*INK
zZ~s&uwmz}D!oUGjzR}P^!~cTw)COFd*Ti;rnZK{r(jIXaJx0;3>U(_396kHB!f@Uj
z)lZmEDJxYvKWdoPVwmR+gCimQBlJoXtqrmfu=D*Kg?Be^Y%%=2EX!8>w{G+*h7ehr
zEjka|&sPI>37_<Q)pj!GuYuN>VnEt;<Z=ZHgrY{V;Q4f-GUIrkFI0-BIS5SN$$%z=
zlYXy;!n_SHGM}d)JV7qWaCm1qFz^RKPg+`&>xIEc`WGxNjwg&4vs{BAb7+{D9E?~v
z<O`E8c=bEF`8KQ+R_18__gmUU-q9(6iU(7s8mQ~)84N7OXR6^Sx=G?!Um2B)aguWx
zdz-}|y9vK-qEXn%7pL@;G{C@mo$!)U`L`HTYOWJRH4SoGtzok+YLQ>)Bg%Q((5AFt
zi3C^)W0)l+3X>sW`;_|7e~hhN-L@bB_1Hhz*4@1Y5gT$G48Vg-nky6K^+&6meg;>|
zFVi~mPrt=IeHKr6M~5`VE?=@FBYs{h<DR+kdKW+x&ddtvU9W0DrvJQ!)TGoe=%3gB
z!6cB|Q*!?}bc5d^G<MFH&0YuwBYJl2c5wP(SKrQb@49cK9e*!-rnelo0Q=6<bx<g}
zbK4z@vdlv;w=!E+_wI|3_SuHcG)$z!`F8knie-1E=^F@dJg$5BZWJ%Qj1s6Tn%)>0
z-(;UBh56bsBMgYOcNY%PL)7Q|InI1s;1fdWdi1etn<2pXx9GLnX-%ge3w8-!QTlgU
zQYdN7U9~5;TY!+WwXaXgLWLKvsSQ^;p$9qwlZfm8{wROa%|9>wbIWG9d`G9GMaWO6
z1k_$v3m_427l~~?nV574qJ%SF<q_~n;2E|llW;zl>S&%ID{^^pkniY;O#(A_bk*%F
z)tyAX!I!-nzpj{RzYRj3j#LNs0Q1qh?MoZ04$youUY4t!S6HJROUfW6OO!#exLF~9
z^IJ(qA2O)b8v<k2RUv74C>K<sKl1Bh$0-80&_2k7*QyKV%_3kXlbgxySgolY!BrZ+
zI!D5|`3OrrMV)qFv>5$ItmUF;0P1`*2u1DKb1S_tJO3iFMIkPhjoms!`7aXFPqOt;
zc9X?Y8^O*?_?O=zAp{GS{wK*x$d3y8_lA%8NEQq5FZ}*Uf(!m@5={HwZ%0d$5dAlK
zeXK1-!mt|IX)K&1{MJ$bxsnhlNmc&uO=SI4sw!0fIbx3dzrWo@V_WFu>U$oG!*7bn
ze~-S7GtpUywR3JTYzS#&4#cGHQ(L3ppNqXnfjZ}mOTiLmBnw1LgE$~`F(L(}KjNr^
zy_vBKxhvtQ?>1i#%{ZKt%flvs<Q_Zjc2Bz6Y6SyXA_{%l1_#%1{EIb%lS6SkMZB5%
zqZZw`AGP+X!iU#tirMLADzo?95RWPr#j;t17dq1@cOvYsHr)h8jLy@dQpN_3a4hSb
zOriPKUmsC8d<ojppA1b`rX<(8m0#Pj8wWzQ874?40XEo#bK74gD8|{K2#Wrq*njl;
zm4b&LH1-G;6)LSs{oo<g^TD9?c4tRX%+ccI|J2WG;Qy?jx%6^aGI|z4A|4EDNRny#
zB0)#?yp|3KLd5b~V0b5WB`$HW>RZk<y@tw2F>H%Fg90+N=es8xw_N=X;|?AltO8@n
zjk0xcsSrv$jU>4Qll|;cNJoLf3vlj-pmQ7)J`VJdu_}PKKoIMc*rL7?2M<YuH!&%C
zJ{HHB&C*;~kXYnX(x+ux4WJv}8$qURqE1%$0|QaBwNI52z|yoQ1Hrntm0`VvJ8HLB
z`|(xwGKGiSa);pM#<=iSMr5`W=qpR~jS_|&FvhYYkTr#W;(WOS<$2%2`#8tJWA+gi
z`_qNZ;%mQDpK%oR*|I20w<-PFjZ!w=sL%j|Uaebb)^mx)eOEQ{ZgGKUJB%HP6wK}x
zgJg%T7I0U|)GWnph<p{B(iNOuZeqaQ8oCH`GmG}7?OEmJ;q@c%Q3nL~Oi&W(*}!D5
zFJC5uqr$uoMaAU7Kqv=zR^DRU?%QcSk12{z;GpXe5Hm7eL=7=?J_OMR)x^Mr_goJL
zG2q@^n?SDiEL*`GSBAmG9Xa{4CP&Of73~;{*x(8~U|#lyc&W*njyJBkOJgU_NBT>z
zJUnRD>LbzD<nDSbCAeei-Cn1q4m0Z^21Z={{rV!K^S81_Y9WX5^l^}qadv&L>pxwN
z_vI5NvjlE9m-?WYcSJRZiZeY^L4n#OI9b(GpKhW)X+JHbxuou{_Z4(<j;6-PgAX`8
z%98fOPZoCeq~>blC~~nO-o~UcQIun)maFHdtEIQ#CsB@*O4dXu%Tj=>vZVbTpBvSf
z$R8q8e>UJVU~(2Cn~r(Dim&$3tc`Cn^5@o>TKjSjWt~U$Ix>4>!-9#tX2Q>{#1Q#`
zo(}`dU{Erx#Ito<I6!H_{X1$8sQidi+gpnuRT&{!jGiWVfd!$Ng*32uCaY)Mv;uY6
zF3gj_;>Sj4P$It|yt;Jh^fwDkc5L#JxB)*8331DPj-`@G2BMp^YZc3(&1^|y0d}hA
zLvM0wE@+XLb<Xh&`iYA`F;Ha2LyTAqQ;~}tvY7g;^QLl8Uh21HL<3>?cxKYj&+b|7
z{zc}Omx#UKRm<&sX=XpE?c)n*vXEh@px&IcL7!qZ+i8c!Ueog<M!yKBo8IHAk%-;E
z()Ez-pn5R90IuHXEo&bXD92_Po4>!D5Ln+f!2I3jYIcrNLiQxZXjojzgk%95i+pDr
z+Sz!@#Hw;=Me|uri5O?#GXfRcMvkEhenn!U7mn?+x0j+zh^LR}(5ITUKHR^^1K<_r
zFN#R=1AU3xQ-x*upEoTmcR0EXJE8q^HZC<s^RMotJSFMeR~*&wW3&e2zrvx;oZ-xA
zVwtYCD)?#u;t*jFI~on`40wjuxh^YBPuv?Y97Mfz;89lJa-zM#uwh>k-s`xvKs%%7
z#fCu)8zly1g(aqT>ENVw-C8K4+-j`B=h+!jr9X-wQ&aBby`8Nd!OC}j*i}?)(|Fe8
zyq0_t%ZH{fTG|Muj9n44Ljyx&enD(2xiv<?LXO0}G{h&eeUUg=9;eip<x6eSD63U8
zwqfDaNE?HuzU?4hVG&(qY{V(_moF-<;?*p@&A7$$EPBMclY4nj)93)=!#<~7EQK(V
zjoGmU7>y2rwO`1k!)1R$#kix1c{a${ITshn0vxl&p-8b!9it>75Na1R$eX*6&jYWS
zgQtd_C}A%B)?<3#Q~NY?F8J6G=z7)<qWN=ikyChUOKz+XGw|cJ-$cJx3|1SF^zwvH
zMC4*aRIMQwzpqCIycT2pTHbD}OVuR;PgYBGm*X6;M>}nQAzkABU=@ze;ob4SLS?YU
zq`dMRw5ZC7nVr7d&CbG_M8RZD@J3giOzqr;YI+X9{0S$;5Z+MHz%8tm(3egi2o`We
zHQOYK$smpwP}=H#pAh#CCJI#D=(Tl6g%7ecL%)s=;X2hn|5y&l7EukJJkT(*qT+wP
zE~mrm3~|(!8)i9jurVT6VEXB7mG`EuTh>bb+T5%2BxMfvsMDL$4r+vTx%7DUkid_N
z|4l_6l9sBO)f>d9x5=j4A?SrM1IC_QArkcX2`zI4iH;cF@tGrIk6-*R86({x5|RA&
z?`;sR2lqEo=LP@DQYY};cXiNJDcT_mmRXf{#2i%n;`G?2@80uVB8+pAC0VLue@t-e
z>v!3<ipeps#?nhaTL<;{S$lE(+7IcWOJWzV6OZa4fCWg41#2gP7g~WJ5cy#Up2}TP
zpvm|Vcl$Jd;vD0Z>h7XAfD?Ob)@Zk&atFifVDIvLOuu&y-ShAb4<ymxbfW3Ice&vv
zm|HJ@e)IEkX+2TQ`Z)AV4|p!JZO6P{Qtvb*lhdR){5Iv_TW^rXQoH(FrFd)J###6y
z9uZTjwncH|@sUp(BVaKO7SG#8Sv*u7lU@@<U)$3)!n|#oQF@oCRE!#=H)5hT93<hM
zPxe4A%WD0s(+h*o;>egNm47K3kziXn+`fgT)_M<Pz7R>LUeWm8s6{rB77qAbhIc|F
zPQU2TyDFK6Q0C|HQ9Y`N*Qox%XHZybtp&QPnRpRi-NdnJ=a)lgs*Cq#YTs9wi(JAd
z&8{%@SmTlVD2h-VY;eAGCKc!BVc-_K`fP5Xoc~5J7cg|$G(=tHf~xuY?A928oWd_+
zOFtm{oG^OE(#zM$TMl=NpH9#I5pKk)sJLyF{Pc$q+_}0v<pU2orxTzWIm5%kyd2q)
zjCxJL@j&~EZ#&&A$!hyS=~=E&`f`#Jp|(79wNDUZ54Mfk|1`}QCHCLOd*%X&#{{tV
zm+*H;S!-jQ+WE-Q+NW&k>eY;77ghV_8v5kE?|eqljC3Og2&1P927J<dyOy#GFk|Kx
zOp7@<uu1qL$ge`6l0z4Z0qLl4S2EP(PADwIrGgz=^Hmqk;U%E{vfs$D-%KPsG+a}z
z?>#f*uOB`3`D|#FQd7LUeNvK|0VcnV-Ju{lWh{o+u(5<_BaJ4a0=0Tg@G_{mxT6dY
z^?Wmyi>BVWpd2118bDb#Lry7({-Bf**$A8@<hhGfpk9!5-Q8_;!?&y1@oo?D^PXtr
z+*-zU-zs~EH-0`sILs_UXk({p=uu7gT157IXr`zIw8?G0$4pzw7rw?dKfP0^8J+E1
zuJt91Zpb?Rrryez9yI+PA!k$N81&bQFl!CwBQBN6{SY@)))-R^b?Ivzj9_pcc!>sF
zC$<X=8uWn0O-NH&LNQc69y>ik_~7RZUo67MV0N$+&5pCBq9=ZFFEA5AH8~s$S2t6Y
zF%EKqsg`SxmPPPz_ih<^S!3pB7XG)@d4FZcHHKJ}qKb`@#h$AqF3+QNOzo#}l=0^Q
zO~LMaJd`L$@-58pi}l&QOd0(woDDyE&?y7e;3lP;{5&8?F<>Q1q-rg;`)!V!Xka<8
zbiq;J;dY*{wV@_xK~p`i3|RQ|!Bdf>umHrB6-o4}<-I`ONyMw|Icx?;4ikGfbbobY
z+t0;^9k=IS_eg_a?F<x_Y5Ukxo5i=0V9aF-t!jFp>B_?TV|!<3=I`V=OdK0;$I4KK
z)}6Ifdsn4jo0YxH%AwPF_&_VEw~g9BnnHxBuH|J<sjB^|(RL0U`+1%YG$C~YH+-E^
z|BIU87j@F`2W}*7gRQ_K$65{e>0ZY=P8*J?np~F9iY+SW&8HXg-5ksz0R?1HiEbFP
z$sa-NWe?Z}c!QIe(gF&xgED1t3B~2-Gss;ZsY0mg10YV9fNe$u17vg0;}Z^A_`*{3
zC+Mp>;U{dD{_;+zl5UZ~W}a=Qv<mN!AQd+Z-v+g)H6zc}Y-}YJHLAC6$v8igt~U1#
zaiDl<S(Ui4-iN;Bh?Tk@6F31gyt>ZH^@T*axSw1Cu1RxuFL%I_m@3YGnB99T)tGpf
z9ko9!d`B}DN!1?5YN^e4RoySxsiFjlJ{Y|NmLO9w7@sEux+gRHcWFnTv-}SMsf^V;
z+j{b>?r)(m%`i`97(P|uirMop+bQ%#bj98Bx(?q<=Y&##I8<(faYMb!C+)`VF#!Y5
z4Hf-VQ`>=jvJtYse#nwpEODT%tFH@u8v7~4$`{qCdG9d*O}muWlZ8*F-DUoHyTP=~
zV>Z;+*T29gd)rl)_+0TSEGs+Va~x8?L@rM0l7H;hRNqWr=Me&DHb+!*rp3kL_-AaX
z+97f&DVcTM#sb0aFhABucZ&oqJ+j8=BUqdU!rNNzd*{RE>auDHOCGhsC`4Z8qUXTB
z>O27Zt_>ODoe5hr3iBeG%2aC3)^@VPFm&yPFBrm2h`3DNS^Uco^&fDsEsA{}bgC)z
zYb#Q<88`*M>WEF#f1cmQvJ+Oj%m%jzajuJhEN81?Fo5DqN=5D{+g~7=Z{=tg9Nw;f
z_>F;~z1Yl0|KXtCa@GIAPi65m3?1_o)Dze610C{mj`K$@0%E{UffX1&pb%bX)12=p
z=VJuJpdROp;uo_l6cv+ayk6cGakD@@7}lbmb*?pz#N~roNv4{+S^N*Y!=l*JgTz25
z+U29^<s85#1<B@x*Jw|pa*CIHm%6yTs!u2P=G%VOGt?5e18;+#;Cq#}u?)F*Q)ea1
z_^1lC{jG1|{*ykYw89}&kM5!eQTNtb^(4<w`-ldQtX$8RX^Y*b4>JYA>lWo?q!*RK
z@l)ANd#ZH@=_5IPUXctJ3y0a3E|+|y%_r`otqdpRwpK0I0_s-}#;5hOY|@7<i=vOv
z<|pKd=31lHCr?Lm?IqVO0>onn&=Gg)#9Ua$mL_ofa5d`Y?+>>d>lz2dMOkN1-9AG*
zusmSCO=baLm54JOX_vrP4@ZiS1lthiR{^u?fe$!;>8^<$MW|<TtmgC$o8T31Io<@<
z1{%;Ino#d9Z`YOI^cjDMok*-4Y6tq|3V=Qu>#p4E$foPmYb~?Koto1d^(vjHs)iUm
zl3!8Ajp%cx$y<T_htPk$-BDyAhee#J8&WiF7W>MPvss{q!$-2(JePlX$qlZtLuF(o
zBCB&1X6xr~0{&uj>LU~h1MLY`uDLHae;_;N%w+b)J<s+GJk6BZMhS@IARk?6Q|1h&
ze{k&V{_<P;E*Jl8Rd3|p&rg+F_|cW*_EjIX?NMatYU&P}ww|kFr;>VZx9;p!7`Ir{
z(g;CIx%-}W<M9h->l4oRrnKE=6{emp<p&iRst_c2K!NxAa!M(Gsu+gYQ+BU3O!VB)
zC09>ViSerIj2YX93NN3Bp&>S0>!K)5FHQDAFskwXr@sGR(FUcBg5(F{_y8vuDgT9g
zP$K-lLXLm9<ikf$+7}=emJop^!kCE@^tZ>RG}*yQI6E@jy-6<qAB#yl=xQGXHNkP4
za^~0R$BRFYT~3V(OAh&qir%p+%059bU^LiOLg;Y|1uG9MzmCJI_mU3S!_&dd(k-`B
zPH<~&e;rKnbe!&nCMb2#4*T<$gw^sw^ls9uRxTb1OJ`IF?$?O0H7-h?w>->JzF<R3
zS*`Dt%o@=|9In8kKq<4|E{q_*6ouk)t0%&ZA#)P-6Eo*u!uU0Qgq?qCxIJ!2CF@>x
zZ!Z`24Cm2Ec`{!M-;dY^EYNH4qc+VX^)CPP_TETR!eBSa$LQM{=K{aLlx%032XN0s
zVTM2K;0N=rYEUY`^*@kT@^)3gWS$gdFy~Q}x?4%RItcr}y9v1z@j*p0zqV(gw^(lL
zX(#5yu`0JGjM5>Ok|G?yt80C^YBC28Nl}=C*d<tyQc3W>sE(m|yqkX>2%|U*qmpUy
zXuJKRLN?^*LG2L+FynBE+uzBxRo=Pt6EET9`aTNR(e8rqZO~^q6rcp-S|9zo{UHch
zz!@Y&@sJXQd)?4%mE{f?=W}ji+r8{_Y6c{RXP2D(WyG>?>!BbcnOffqmoSM8loXvG
zh>0|c%nUC6V?z5U2g-39byX9wFFc$hflipcv~}pS8{cKJFlc58A`&$$oO86S<E03g
z!zclct}#t!eIa<enz6%85w`y<u$qFn^ZOdn^R?4XFikaFQR7<{8$x|eW~UKxzr5qw
z&oGMNju}iQ#V<MCG$=2+Fve0k_jJC-J{$3ITPI12kEm3XLNKJ=!i1U2m*=L|BxHV^
zbTgRr)<piocucYP?F_t1C%={*M+Uq*>N!wRJ6%zR2nQa^BV=BzlEJGS3ACkc$(g_}
z+%iO5L_^{2IX&U?K8f?*Qh4_OyMF7dzoJ!l+RVB|&VN3Mo1}6Ie~sJAn`9p1Oxu++
z6H@(pUj0K1k28UxXt{cLg3u#2#njUbS{U4c5MFICpD#~e!D{N`e&AH>%<kvRi4k(c
z!!YW8(NotvdKr1<6+gF?4JBU142%CgS<bU;UIi$6G`fl3PgS+~D|n6C5PlNjb;Q?~
zeDXX%%O~p>vghNh7#4z2t4qHEve}4*@kdxk)rJ+)8eOO{kXbtv`boN*|AFj!W9diG
z8UAoU0GHgo$KV2_YB%~ojenGHQ)f_PfaG}^6j4kKS$r}CB?4qMaj5ht&^3aD<EFr?
zlYLM>urpVk_G3C>3)S%4&8SL$=+|WQ>xN7-3VtWBS=iYu`8D8Ng-R_MT?iE#RL<}h
zESFX~QCclT5reF;5ZylAVnO_CQhpH)Mt4V)6L`i&BEm9(M}Q;Y6-n`tpbD;2$D#7s
zfRBp)w(%1sOMS3bebS-$`8+i|b#ms7E*FFMLe2NdmSSVoUh#B7Tu8^Vw$fH0gil<h
zl*4XjXY*6q)E^;=^ZsPors}HR$mJj9*TG9a@0i`wi@YX7x?@mh%$6e{OFUSHe%U62
zU^aL^3pFE=<;)ZXw@rwMUnyDlZVZPff(y;zLdWd_)!$2`w|1Jp@M=?JndrpEmToqa
zP-V715Ny5nlcEz-De_tgy|KA0kR<)K!y!AK=etb&%^caC)66Z0xfm_r|29plu>IWF
zfQR~8LNLR3P6c0e;21S@2*+|LIH%&qXVKUTa3i_sP>Hyk$x>op^OqKM$i<4ZVmazF
z;p$V-3N+Jmy?n{pkP~qGSR{^Q4)Sm6bYG2*ycgwIH!_6~RPDO=vR7gq0d$_Mlcc&P
zC3Swwy7A*#3NNybVy!J=JgzSV&W^rVA2`z#O0EJr><NL0KQ~(I7jc|}J<)<<Oc+k%
zFmJW=%b|A2r9Bsp+1Us=I5sOL6KXjvKE=Lfi!!HmdJeeGT=f<|Z@OKoDsy8pc5UAT
zv|qs4$t1ehPP?FMUs&dzx2)Y#Kt7LE=vn{UHBG;Czgor0nPM_@MAUHx7NVIo)ld-p
z7E)_r51Uzx-8et6l%N&Vm_|#fMaeQSdZ8Rt(}B)MxVV)I3wu1KD%j<Sj~PNs>hA^M
zAG9Br+C5(jmFAY2{m{JcTLWkMsW|s`vMncfTupk<)0^mo1HEcALE#T2pq%gSFL1~(
z%fj<U{Y~-pmxGN~hU*Of1L=A$?#!u#V)C_WuUnzxx}p_a5A8%=;hmIVcUyw_xmv-r
z^^mhPcQeP`g`r*jra>cCUk$B=xs$nXUG5?}Cu=2MzVPF9*&JzeENn~M;|mrN%$I1s
zFYbH($MMu_ZDP){=}IhAcK9JyqY?lwyZ+)4mnPmbJu`Qu2X}XRpr4%iAh&GqH1N20
zi=^OQ-UMiY3cx>H|BLPE(DqmIhUAR(=ktt9q;sO>4<uP^$+$lW##TGi0|}@x_1)a$
z^iROMlclKJpyTo3j_ubboG@|2qPK)nEDII8s<=C-<TquqAge+dSuVRhhW$D4Y5oHE
z2R_f>H~GfU0xrz0C!Gqz;;~46-A(wRlpP^TMOPgpeFBxZB9&z!(Ysf=y<@0uml;hC
zjy^hPlcgll<=;jB8Ta|NeFNLMw0JQuAE9PusCJN-x_|Seaeos^rn<ng+TqQ9FN7XT
zTKl?!J_zpm{vfG)Y~F!)SSgnNDV|1oXtvBbVn$Bn?H_=3<lR@uihBt1DVO;zsjJ5M
zVpn3FqpB^)P3-CmiJ42KPDUw=AMbH0=z}nhmlDQlL|5eE(lqgdmobAKo@Eu5)^d)3
z5nibW>WWe2Dq*yBB<~JssNnlO(Kb=yPiU|EEFS6Q-gXJlr0_zdr}4FCWmo_G@2PM3
zfut_%%9NAoB400>|2eiuHsO2P&dE}CHve{FbL%5#!^mIA^<B%Jf{za8gU-~uY1g`Z
zKc~vMR--}-jATs4%^#i*mHq$mu|Vy^+kk9YI^LI1KwJ%GdPsQEsaPqdD*y$yS`0d6
z0e6IAaObFuPJ3_n43yfhXxziw@Q+Ww;VTT;l-aBo>u2tq(U$?zJsx<A>Noo*{l>bY
z3#H8VSZW5YW}-&DtpSA+F`O%f);FOEqenk2P3|pD0bXBKmTqP|YXGOwW$QMf1A;2K
zYKv$%uie_{LtRI$3!jLD-tdJ-R${UUkYAvZ&=07>)p{_^h_79mK$R_&9G_4XeUZw<
z%JT6wLRV{#`gQFlC!~r;NZGo&?1Y%eeP0rdd}SEfAAE^e#yer_x4)V2lLi%ywWyG>
ziv6<W>F0WdZHKX-v!!jQSL<O<RIh5)Q!%1dTtdV{eRmE#W%#KI+spA4o`;48VRZT{
z9;!v&e06c$b5SN}he?sQHaS;p0)MD}KJl`PO_Q<n4DmjQ0ma~g9EAx-;SOCcZ~{9;
z+vu=EqL6_&=ZVyPh9XM_U)B9d@c!HG*3H@Dl54375qrg7fNHq%b-VCpk<Sp2!;4Kd
z{dQof@e%25VnM*jI?O1Y#TS5J)!TvY4<c`hUJM~Bb((#l4Y{`G0c?@__z343zAgDO
z=8^_yB!SUj48PJ&L(AQqhW&LYUHjb~CuDk9OG}OR;&gL=AJzfH`iHFRgD~{1G|1x8
zD1m4P6J3P5ayBML;{5$A@D<z3{Jy=~p)vKAzy;?{2$qnvWQsn`+VblGA&{`0<ETlC
zCz?m@NVq<B99xb{X-uf++m?>+%yFo|r^h{BhH`pl)6CmOAud`Rc;BY+>}-YR{Gv<7
zuF=VX)M#whTG9`u!nNzbxaHkgSl&S5)vNmrpp~+HIDlB10Be#=gG$eIsq(pRRX@ny
zQrT=>QfQ6@5^k~9NTFC@cfQG<{&FoH9u1Wc(MH~7>3$M)vW+nJOC!RV=A6Ej0F-m;
zmb%=un9c7^KNuEi^rZ?~;PTG81a?USzB4*BS9RNhRDE5Nh%Y_bkte(F+v-6O^1(98
z&0|v7<OaiN`9JHMupx6_OX7yu*jXJ^`{lk?_6d9+(1xhWI!y^ev6TMXDzAQoORjOu
zy=9rq0urhsUPtTz*uBr$*S~>){(c=N-%L6@>P+1az3Z%T*k()NKU#q)S#(*x1b-J|
zqLyP|ZV69Eii?%+vSoJxmViJPH<stG&IfC?<(PbaQoTC%D~&|(hIBX#S;%YZsMoMf
zb?;D$K{SsZ@;tAWHzfXP%NXr!-}KU-`)mO*PCL~4%@5BC%}|UMxuFT9Hds)HAR#3w
zbZYVd#43>Za0@5KF2I(A*u9C9oK|Pn5dQPU*0}>HLSXTT>r}dfR~Gh8d(>W?b}{r9
zvw$t|0jcO(DkKeGl12#>?RLsLVf!PXh4d5G>4jO3;It6xiM<iGmT%VmBtt)GQt;!I
zwdj1lZr0Czf#SHqq6R0EcGg{!sYM!9DnTb}EI>Ql(E5lx`b76I6E4tfk>#p6>=Qtb
zUe#_X-T>E+l}Q*qr*}D8T;)zbFkCt`C^tkS`z^rp>BW6FgMPUUdibwnpOPQ@z7!1b
z!il9+jt9iL8GDT1!X>3&!g4$YYpcQ(3~Fa8U9ur8pB66WXt}2=Wp_Z<8Gh``Rk_~0
zP&r}4@mD1{>fa##JyT^>H<mLfe!sdJw2+wHGw-D`A?i1DO<yV?W{Wube$RRRzJB*u
z9U!yE+2UM>2VkgU*;*C8OFN6d*hFX4bZ$wH6nN7Q@`I+v0yMj!6f-Ryps9J`={4FF
z;jvfLU7j4=Tsm5J&bBsc=c)!ra!{a^0{XOc0vm_2{FHBnN|iDbf1o$rG|98gZ%0Ib
z)@Z=l38rZE?4FP5<>pZ0))Xtm5vNSHFJ-R$18G966sQqdh&Coauxgv=e2Jw=$iK+I
z>TTix@yzZr`)5c$$_-hKcsDL@bR+6o-_E@I0)7J>?_xrjE*9G}<#me(n3OIMYJtTH
zM8!1<J3%UUpdDWe9vank`dt-kKN|w|#D2I6#g>v*SI#*NaC=KgLmX=$TM$rNi(5ks
z93&D9C_p<=IAwEXaOb9Lb5th`&h3w`X%wV^dcfw|D$-fo06oe1YL)ad<r^kc%ufUA
zrdP$CN=NuZ3aA;5r|btxGV6854+9V#@yK8x?lVOGyG0Ve<V*y&7wCYi)~acHu=Cc{
z;!#<1*?jCe2~zfHtJd4P+%Ynwn2c9U3JUMdJX614_9jEkH8PF|PJ!+<q0e!0)Zx_|
z4K7=LH)!+GLz4L}&P823TJ~P8hjC2YEotjUU*$6z(*Z86D|#*6W-?3R2Kp#omrH{G
zTAJM*MT4VA8D@NpjIRe`MPH1~vp&!NcE3u;gmL#JwzBExc8|%b_hZf?;y{(4A&U)I
z02jZSg<m52F}N%}@l`1<sa0EoIOJXgK3t|BE7~C8pVTE%(s`HhlfDNtX%&kT+_Sad
zy>}a|_*q274|{!BrUTq(k##k0;035~=HXI<sH8J83K=7~JQJM{mIWPP`@cCjnaxU8
z5Mm;Y*?WuRqV}(md{4o8woh2gjWaF5tldsHgm`0Kr%cBi#wC&gIK{n$JHcP|WQ}&l
zJbh<{v>gcJaAi<0`ODpJib0PUM<A0(=)w1n_ywsA@vjsLC#ZGxE?4Mp!8ND(x8GZ)
zA8#8OThP5%n^h#(g^jSoOZJahkJM6J#b43LU$(UqeQNQ-Lo(cTkDZ&u7_VoaqKnnE
zb{f-~jW;lx$e@PoYcdwskJDL@{mPZy?D5L!+t<&IF7BG@<(Y!cY~CQcA{x#fRuDQa
zE(^U{IzD@;ao^pgR$t%Z;?ODq<agYg0E@Mbq?4WXkb0<5%O?Viv4}{I+I6-xIJG9B
z-)EBd&j#LXeph|M-^Mk@-Miy5&WQQjTeH~r8~PEpyXQW*l`#k@rc<LSSRwfK1EMrq
z1cE_a)tVm~4yfMkP!LCc=<%AR$ZPReFDzMad?vORF42Z-bthzo+l-}=t;e*dm%Ik#
zk~i*HTa`ykLHQ8>s=)}WYE>_h_16@8p&>J=(9g;w-RXlEcFqcVXNtV~^NWR+Tk*{m
zTES}*C`JSp-pTR-%?l65-QmxAw&%ijn{B9%X|3vXrS71=e{0f<=XF%OAzSYZrk?By
zIA>TAOh2D@oT>Xx+qb}8H5G`uK;N?FBuPPY8PhCF%yi~hEC0HD(mGI~1|+HUviN_-
z+2A7Xem|R7dVBir`yzpr8t-y#o@f&RoyAVMHkj&H@m$Lp)}`c0C%p-LrP8oq<K*If
z{OcfDcxJ9sai)85W0Rq~Ofw2!n3z3!D~U<}<P<&R=~0H!D2ONjZK{W7Jq*x)^NAH#
z<$l1raw@59bQYT2Z<LqO$csYQ|3fwENDo^)zZ7e`JwQToM{3z7Hkh-?4~ZkKxhnhE
zbHn!`LG9LW{*^6(kDcUK`3BkCk(L8b;~los8OgDHGu3-sHha~;S(%eD*U4P@b-7j6
zok+kow|#Q!<-w<x9ocCrE)C<vLV(RGuqxgD%QTC8fLXWtx5Cy3lhS)~iE7}tIk~dl
zzKW?vTUGZwv@!oq>>593oS|q!V^;YT(s}+6YO0-Zk(}@;((__ftY>uAJN_kl^`D|c
z>jnr^3N?;}=ucy<KH}}z)JbKFpr-(qUsr>_E-r^Fo`G+kA8@j0hCUx?%sO+RJYd_c
z*r%Rm$K_JIBs`HSWss8eP&H<Jlsom-zXcHF5mvQp8E{)h@#}7Z;cIBZ<WVPla@z17
zpe^P9i6DU`XPLIrAXDqu=y*^hT8_D;83`qj21=|FLhU|Ty+hf?NKOz47&G|FKyN=_
z^rkzWDD_-45H%sdyiIps*x@;^$*9+fNNUF)PYyydfawMnUYY-_Ejs*;_~9t3qrle&
z-xvs?+CBkvQZFfK{Wh)K43*>}wXKp77>!xKSE#X~og*Wov&<Lb;Ch$tf9GTWRgA&d
z>`f$`960doO+w<Kh7Ix_wxDrzd|^Ty%UOrqczmi6<_|hszB4roaAU>USRZom4~yDQ
zjZ?e7?hRJjY>y*bt@etU$Dy@Q5orH)I2h+uLN#Xy7R~Bb3CC#k@_cU3);8{redQC<
z!ml-$PGCr&j$P3!aQld%L}kLAjvRJ>w`n4oPhEVh{k(x{M~m9{!uTHiO{`k$!9^tH
zQH=m>Ii{r`Rw_TfpV<vcG{KUE292MfKjFR-3DbeHNpT*WXoG@_BTr6L%I4@&CUKLp
zjZjZ8{VQgbyGDlIN$OswY4htG$LG{SO^<Y)4~y75xmAg}1-}`xlFwMzst^!&Y2!6u
zi-TcyO!5<@OCrfY#AySzC(mSDhGHFBg6AknKb`HNx$nghe_pTf-)p&arKe*>@oBwu
zmWr<J{?o-oZFW7YwEvfn){O*PXbx0Y!Hh@19YR0RytoyV3=rRz0$Hz)%ocNU%3O3J
zjF`NwEA>;uz}`E-8$nggO*gf4;1LodsQ4I8{rC`VO*UB>ods3azNh0YEfyYl6FV+`
z6(KGmVMH2`Aq|}|)f3U^bX86d^WsqwU$Zy|*xYSOQjM<tHg#Zq4o!VDGoSk`fmdl|
zGfTewF3gzAiTq|q%6pbG>ViWMua|I26|SH5<LGaFLT^rApLwVpPRLhDgx_J4J(QvN
zCA!{+$Gx_~4yb#wOEIGbcf70;?v2l#-F>Ccj^dZGJo4g;)#Yo_OZzuu&{cX5(GMXP
zAM61AuIVwT+Q885h|hR(D)DKj*nMibv4URGs(jsyC$G~J7Kv*nI7m!;XTOK#Yt(N>
zpjUi$*q2p)*WYALF(Sv^0^DD#M4zkcRO58ayn?a$UOHoWv*vZKk3RMn31b9iIO`TY
z6Xeg*qv8Gu!y{$PAPjz{2@8A>?kB{=x@e6!BQDmr9|qVu>lM)Kx-e~1OPQ+vMEXne
z&1%k}*Hs}CElTppLB)c=r?h4+Ea7jWjOAGGI<72*;$;IK=%DzYv<5cezdXaYTugf2
z(EGvREbkwjyY4}_KbaW`_o|e2{J=nvUG+9`M+L5|Psx?Rjj<5ZQjKGZtr}+Y`Hx!Y
zKp+7OFhl-O6*bba*)c@qkbXqLw%_X#4Kq5=2w|%jF*Q|_?lCkDHaF(D*C8$bJ?@_P
z(OWL%S$|Q-W+<wi!wMr3^?=)KS=N(^=>;Bb65_%CU6CSVJQnsG8o90xR5q2&Fg!e_
z(FDPGWojT$p{yK(N+SDdvyoilA;#el`vE*0pC)j?Bj7fIHG;!<d>2d<JfE)n+?HJ(
zK~@@gHd#zox*{YWn7sD9TWB^<n<x~_?PRgd2J{zKGUCODjg%Ppz?qDYuFvmF2Stn9
z*W3!3eLh`VB9%SbSe9WWDWsb(UJcruL$IoiYBi7q_}{2YS%ZWE`iJ3wKJ*R$RK=>X
zG|T6TmE#T)U?Jg$`Bpl$Zs(c0h!%BA#UbF`sex>ambm19$g1~Gg)5BH4eh`OmAJAl
z(Uy62n3SI3E+MK@Jo(Ew9G^zx+(1INGdMfzz&PTQ<}jM=F711P)$>XpdJo13q;Es8
zOIOyC@@_(PD>^c%?Pjvt7|;4Gea0$*4{GyjT2Z~fo8mAQ%&57#hI|r@rTsl4L<Tc;
z^V#*-eiHA*Q^gO;6c;P6s~be`#6DnWlhFIUBLu^$%@m!N>E6<o*`0YZifx3MT0eYm
zdUBLHU$j`FnM}O}wO_l$&612<6+WJ}hv2GwNY7i`LUBgNL#)npAK25Ea*&$BPYjR#
zUgZIxRSE0~ikOB+Yg17NlQa4TO@~|aKRbChAM6}TqDp|T3jY8}H8@=8nR}-^$O{@z
zgY%~A@;ET)*qZ!RXuj}KLZUnDEde&fNh!oROX&y4g9A!$sRCr(18?PmZB98qKeReh
zApVLIfYG=|*{xp`^8YLd);o(?34yuyu71{=v-v^&1&;1i&)|G7GI3&lNz=OhZ7)WI
z#M=sM#w;j-bFi94?H-zsyjKsQ><8$UO|W@jsW|iJ?==KYFCPk_r~y+RXion(yhNh;
zE25)F(Fnw}LSK34IGGb({`F6cztA8yfa!xQaAnrM>$F9K(ByMNAx~%C->o@lTH5jm
z_)JKo5Xr>jPh+1GP8bo5QW%iS?Q)yu#EOxOO%h+7PX#FGDTz49``89^AM!_WteW$9
zpYd{lDOk?0=m2a(JZ$`dChP(K2q?7P3(o!wn*`@mEJNU?^osV2^)=qO$ygLwidm1Y
zZh%w~N)+?DgPU9BZw#Pee#Ew4<*3G~06Uynul-4wnfX@;40AVdOWQ#z8C|`jc-Hs2
zvIHIqp8)sV_UWUFj2ktel`r1*b}#GleQQG8Nkp6;mZr%~xYyD_gIEqaSI$NYS!yo#
zXy{b2r|%6JhAi7g0<OGYew_RtJ=7925+8*Rd<a`0&@^^$-Hf)K#ry~}9<g6_rl;a!
zH3pFtakbNcph(S9^ypP<Jo3h!&4LkPrr}FE8}te7ghpD@8JqtjE0N3*9aL)b%`+LQ
z8|}lT=qq|yOQXsv7c-}S=|3-M`#g_hg(Z6G`AxcJ5Ot@}49G~0;~^o9kc&9CyH!L5
zr+Uh}@F;B}>~k81bA-pUKp}xU8RzU?IWh-_1lL1({{&_uDYY2{B2K_PxV`B#cre8^
zSNloc<R82h&^)=hbGgln-u>&_;~7aY#m?IvqOO``Ia5a_(kt>A(a`W}JT&yszc?Pq
zOX3AI=-J7MS3I`PE;M(>Tya$$n=c-j03N5WLL0V+d*kJ=Xu^VExVKsl*t+r)V|U*R
z1v{zsGx^AthNmi8ucMmb$8$jfTc+&!D$3M_6NA*1qv&j06<Q)&m;Q0to=jKm^wT3&
zc{Q;CLP5S4p-<eKDylI;xfi_@7u<iAkzW>Sgu?b5iT>oA65z$4z_!ef=QJzANel5C
zL>T#f$B}FbqyNO9Fo<(_2Q?cquSKH~V#_G$e=#tz7ziC85&&0|H7X4ZBvx;7Me@%a
zIVQK`%L>HCe)Xu#0Nc|NZ~AgiO>2i@>V#j7zo~1lZ#s(mFlgqk1Z&0ZeW_TO?(9K!
z{4%@otgJd%EpF=ZeL-sXbbbGJsY6$gh2I`-IR4}}3|6*qD32j;*kab*BO~AK0Gr@Q
z+{Jhlb@&vX$e_g~(ogDV)pQ<I!z_|wC~Z|Ivm?67r2s5^sz%myqPP)mL<Rc=huqie
z-@cXnP6*)@%g+w0q%TX=ql3@O1EsYV>aZu*@mptE^i9O=*;Z_MEn8R%Sr+*^zvi={
zZ70oZ-NsaG-wm(zN^|(*4$3o&&KJG^HTTI;RJ?kzz<Ij`76~zhK|9Y0(Amf6p0?hR
zP{0~HKJ$0w`jQ*IK+5@DK<iq=bOYfM-{zMAmS`5FH0q}aqr~=cW^?b3fOnPeRL^ru
z2&F9b1t_ceB^xWWir@Fpal*Ld#kOWuVQYzh;~*YS<_sl0hq;Ov%4$DVkVbmMFf7O6
zZoGxPCZn@||JbgJnoc?*MG(J}+x?EK57MOc!|v^>8GTOv+J=w_#3Za}jDM|NF<C`4
zSta}-c0hKPqc^zKBm)gNjw8i0^bXI?%^ng!(V~F;lu~L~-9w}{k}$8Y8>K<I2l8yK
zDw;v2kF6V8T|goApO!s<Qk)O{*x!JLiK46*XcJ8GICE(1OhuN$(ET%ER8^*voZiF2
zQpVm<+CY_U<E7gcQ;qLK$45e+h`sZCte<T;sG+&qAM~|bR*!L<<kQa~bx1Ze_A;0*
zox+xe!)F%^m69aNjz|o2+4lrq`qWvQQRny{@RH~l#da=UmV`3DVv2=T_mgfN!OrH3
zQz-e}k_(e6EK0(+7I|r3&3w9Kc*kve`E+rHbAZ8~tP)92W`2lpWk!}VTliCq9^YpB
z<%|2-dc;cp!ge?s{Qoi?{GT>dloK0vitdmtSW*0E3&A4p|INwpe=sZXzch>UaN)t_
zgSV;x67uTVx=t^oo1ilB8S~r`r)T1;7C$x0g3hAM7T0}mqL(2^K_C5JB*#JOSBiBa
zgw_L*ea}}hqFIW=m%j(bl4!^j`=ly91b>B4-b^%hE7eGPe2HYw<BVl(K9Oo$nZ0D{
z!*KZzmj;?x7(7C``45e)>}Gcm)v8mT)USX?9O3`Q+gnD(wS{eh0fM_bgb<wIt^pDt
zxI=IY?pk<ox1d3TySqc-?oM#m!X4)1-tMozp6==CnOST8RuyYeXP??<Kl<`OAyel5
zSW@v7)H8MxID=0Ovs3d7h$)F9^N-fcj2yKBxmIyR14_NKh)4no3j^AB;;KJf99ntz
zNyEeq5jR*8sYsA9WE#j*RDRUn^L8qc6&^X&_91NoM5!dp&|isS6u3|hIzR}+U(6i?
zkb2q0Gj#&SwR-IT8Z%IIa8w4@F-m>a2w1aQ7ic3efme;q04dfbNWH|T>iX%UksroR
zH?t!jha4MmY>Oj4+2T9d<zL(kNNcJ1-E-5QsL~EK3@i$}7Gb`Dyu^@)0`lDL=6S3#
zi3h}iB>QVZx$7^rypgU^D68B}95P0gjo$dTpWSE|XaYxTYO`B8;C+}2yT-_bIM2zl
z?!GyoystamY&UNJPpJ5h_>r`hac603%S<hbHVN#}UO@NjH&-B;S%O2A`>VzT5yv9|
zaMgWdYYp|{T}*IfwR|#l_{wtOr(F4N1z(dlwYT2fqP%yo_1I?l`0mjvB^+{-<;ej{
zZTLl$)^qmhOU*TE9gpWJiW)bM+H8!0q8$p}mq6E3{1R9=F<iOrZA0grFWRLv|AUrC
zP$;hj4p0!_V<!p4<fBbECTI};*pOmC&l4VKnX9%z+OJOjU)4<Wiy~8-J}`p0pXES5
z@py*B^rmtBGs2yDuGf$dB|LX#=cPw^?L)XRfGe6=v{M>u|BGV1DP_J@X=BL2Z<uNa
zdbP(1uG#uHLaYh<xE!!m21jVhel8`i>an5%;-UX4AZ~3N(EH;e3|S*dJt#7&WHHKC
z8Ij9mn8nqJmcM?{rFd~~-->cKf;gH({zkwWZu>iF_ttFvR=H)#EBvMLrl|(Q?1p~k
z#?qna6GOj2DyffN!DbDARdyfpc%&5gvv3*csrHwGR)+trLrJq2d_Z9<#BN107Zw!q
z7|2ejpso8O5>|C#p+HYlG=%bC`g0IIX@-xYm0%`D=@FR{FIB4P&%P5zFA!gbPD;dE
zVJ)C!LBS37{c}Ds<W$)=`NL=%{c*pS$xot7D}RZ-tYVX{W}|ivnTuGmV`c|ZGV=5f
zFP-NseRM0BSP5aOIWV!*qty)`90cZMq(oZ_aQ<dRYBPM3llgEh4V@8UP53XuNg_it
ztdcIt<?BysbDf?TSCe*#h5S$S)<7$yU81Gfhm|;tp}-E*Utcu!py!YZ&H0$R5PgN6
z)14PH6nZ32p6aKnb7)4dF_9kCAD7c|ivP>+IWj9*$eVsnT-VTJdKVek!>Go=#|j3u
zYaiQukXAiea1YL3CN3WGqt=|*s8ks5P!J;Fvf{+oX}G_9rAWXQrep_nNM)ESZarco
zS~0BNtx>$bfUS=hj?{9U!#7{Y#Sfwz3S|0!YTW29bYLQV6a~jY?r>bvc<+(03ZGcH
zDF}wR4jeIJLg4!&MN?8_FV|`2-wW|#q9Y^oU-V6zPnj+Rc?EfiF;&Ti7PR1%i02u(
z{{Sve6H+^4t}y2EH9G2Kufb^ic`{k{(F${#RCr+_PJNpq=m~3?GJr>ds@Nq+I@Drc
zXA4rL;%*GoENsy**xxvbCH-uOAs|ndQ(Jdz*_@nc8oXOCr$w+Y%7cb)*fa9T!fdYm
zG?Mu%MA7#tbs=I!mLD>}?MXrNpvgAmz0bWuKA#tm!~L(TeyT@xpVodGYH}%{bj9<y
zkn;_huSR@)2rZ}H(ATxRQ$-DaUb1%4K}(qGvCQruK5S7>!%EOwWM8mt9*{9$t1R}7
zc67-Tmc7?-%tg>@#jc_dOgq_vGd3pawUB06Z85;fUbrL*LpS=`?quZ>U#MxorfFcq
z*cX+}W?UT?UcPJv-hc@{*JdDx2h6LV&(|h@D1zMIB7+ORs1?Btwnq*O&~>hwaOd_$
zf=9bHGnmI$L*esaj0`o1)Mzf87xbnS{386YNG!N00|IAw&sjq@vr5yg&-C|hn!jp?
z6_BU($R!YT6P7;zS&O9;n26>8o;T=9Yi+yK+ZlA=#bf%kx-&cQ8gkC^A*2tghUX-w
zrxk-v|8wsKO?Xa#QN?j5lPBnN+Mg~9ag(UJtsxO;e%frog@FK8kPDKJyv4#683FFx
z55cuvL-`_<1LS^vgI0)oj@2z5V-0S<E+W7iJ>9`Q_7w}GTgsnF=q)DkRF4OV=+Tne
z(&v7O>`Aj@KKJlVGR!F2ztFj`yO3c-#Ouz^;)5r?C{Y;6Fo)wG%ZHbw(W_eo?HUux
zg(&Mpowc&JoP+A1$0O524~`-12^pPXX__+8sbRr6D~oKL3r&wWx|rUB$3n{D*fJMt
z+g~#`sPQaXtm5=I2a7TF7?78zRgrGE&8m0=Q3sFBW%H<L(NTknIpDRzEGM@y!>Dq$
zFu<?zbB3)x@6e9|oZA9oQbsz6mt<*~2KvUr#N%sDWRaq~uUP7B7xw0R>KnlIf`G++
zG5sNS!%+P9o&R9><|3-;`SG6WT~GV>_KC1|;0f%_Gl-`Yem-a`x4vjg6!3litTBW}
zZ^2(s^+|*ZOUeI!V4a$Mqvt$FLsd6C@)+LM$Qn`2I8ici<P=hKB03187z+d>4X!w}
zDzXvz7u_ux94Ze#v-Zf8h&u4Ro;zpP;cDG=;30=Uq!G$`2EYop;jq<`jTyF}6gSHV
zjDZ)HBlDxIS3N#teo>I?hgRNmcQdj7m5!%np3VI8*|PFxg0R#?c$Ys?RwGWe$1h-@
z#wb;jF%(CP-oml+K?6+}GtqRpgb5rb)*stjg4R-X63FL~{xfa-d=I_7r#xM6vwI%?
zU9N+XQ{}7;i*aTTrB6!;H(N8=+A@1F&`+aodg@tPUi08rv}i-RtPe;{D~9IY{oieU
zBEpO_i=r~<h#*TTo;Y8l-Fe9bl1l2{CQe;?k(Kl1@=ci<IrpFUMI~L**lP$ZEEr_>
zI+?5dM(B3}x)io{ci5@!JlM4=ni2*3MUH2rA4j;Mr32zVNl<ejq0)Rbv%og#w8AW@
zDP><6!>NNfCoa!YrwL5m6XG@e@{Pou;_?UESDX|BDN;gDLN0>5Y+_XceglCHa`cRf
zPE9T!BWp~qL@EAhop4%v6bcbmU>P!>u?aO4M}*|3ZghFa<+#Sf`6Y01!aM?5MF)0%
z|K>wEDXUH(u#EAZ=V`5H#1NK=&$?y!xf+sK3^^Fz-SW37I~`q6{(y`7;AT+7<FbR6
z-oHsxub*MPK#{8-l+?2{niTXxD|?b%hZRhEcB7)Vrbx6o?j6H#9(zogFjbpqWZTAL
zp}gt@^(%5JAc;FsGUvHFtQCnSkE3js_U9^PnZ#MwfI=5oEa`|ISEK453Fm8jEjEr2
z0;ao;{&I_gUpH8W{{(fQ6dUG;+VbO#rsJ)_<DA#P+1Z=#j?IX(Q-v;9Jf09q95p$0
zN*&Pid=SO0U$<#4%5a{M^LdN^W0<U)^B2>>f=+Oh?ZN2GJ|A>i=X^sBy(BOHSTh+n
zUaQ08P177jV@JsuhnjwHoYAp$TYT}KT7=Uw{pL0}n&IZTCf%eCy*q8j1!pA7TsLkH
zk1)ze{K~G4nsL(d$#9xTn~WGH6%0`(7}!~Z!sGC1jZB*7utVrrq3<M#fTfGPgB71x
zSEk$26~ue5c>6<*{v49ZLcF}z+_Vfiep{3|o%Op-p3{(TQOYDGrDxbzC;4}Sv&#CN
znD?xVnbQ)YA7+pctO&!<5eaq^wgqQTrV-($^4@yt;-6ruE~X3TDWxFS_9g_F@liI^
z?EVj1Hy);2b;2tlqs;Q(yEt*A;cF+>!m6{gw7dqKc*#+Jog|xmX*w|;&8SjsURnoT
z%%ew$^H__`Ee#2AdQGSVV|(3cJ*!N8EjAU%aJgu@GqDiJwZsgFVfZBCtiiSw$+@->
ztA1<rd~O)eDVg-?yOi0pU#yT1z3!tmQAQZ1sjCqexX1ggJBj9q*CWL{m;utIs5sPR
zDsxkJq~<o3Ukk5oD5SGU<(XosV}|FpF6;iXd$HdpKX54->ABLU<0F?Bfv%dGfCr|p
z#UI1ZIl4ro2(7cPB|gWO7@QKC(Fmd(r-r!HwN=<k20gqtIxgSRsWd*038TCC-?NST
zAX4C{1lO%>!nK|^Ffw|$!0!rH;dVUiBh;JDhf^q%Mg+P_&p*Jz?dOTUSMIWBe7Y~s
z2*yXM($#jlt9*WQ;3UU%QnGGZ;xj)rqxkCh$t}<T$JP`azs%&U8@Y?OfYdXDjBa?|
z9+44jwY;-(R5}*%S6+xKVXw5?!E-T8^p(HC5o1nEqQewqCyYiy{s~2SrP<X)`MFti
zH83Sz;cE^jsk0pXPiXYF($_t*&I1;B5*6b1HBJX$C12+;A#~DiMS*$rWlG~lpknTW
z8VR40f70qu&$ne&>A)ET(TN``7UvQY3CVu*Cb}D0(^e&yc|oQz9DM5>A*rozE~#lM
zGlzZkKdGgw1Raz45w30)%7!pu<yZ+%p<c@s!(Fle!q=7C6oh91JSN4hpV#ueCUyOh
zm6T9Ji31DrO48NAf(Aspe|S*sVJ=OsXd4<4$vsm5Pl)uaZah-eEtG_db*X4K$*PQc
z<?GtO)3n~Bfc6S=nXBN;oXbom8X{W%XLIe`&S}j0xD9HRnXfr8W^x0xS$l8BR8*rn
z!gJKW>!ho&s^UiV+Uthk7XV5A&;Rz`tuiEN`n$NeSh1r232*M+u-%@*?^!RR<C6(d
z21morguH>>Twt*lr9Ew90L+m#`2=2wFI5#a2<wtLxZ%`qD;Ekx&7>Gl<&unY=b(9q
zYdoK4X5KLVI`xfF9u;iZ<)XEpMiqes5I?<di=}7(9a$kfg?_t=6EOJEdBM~Y(TJHB
z2OYr+UsJ)m8euIlq~`Ix{a_79Uk=OgC$+wkB;ie3c|6&HjfDau76=AeS}-c1G6o=m
z|8YnOG$$WPL%vy?X7ifcb(d{;Pc#l<66{Bx_lYNK2&EBWL}x}s1ti5B$qo$h27e??
zT2ciXgrYFoTT)9P_IbXe|5&7sWAV0e)z*L1eCN?&NrXjW#;Kc4V5u9%EV%&-#)jT~
zlM=`dcxNtRf5R%!y~-Vnf;}r0p;GzXStNO5{0MHLY<%}oW7&OQr~vhwIQj}!slWEF
z?*afmieo8?N1<g~QY%kY*50ig()kbRf6l5^;|`TRzYN}`WaT0}zy>Q+?R|J?d*bB4
zV18zK6ZZ{^Y{S4eGYRAw-mmfAM%LglX`YUYd%Y(SiRVTr@UJF-4fVnr1OL`YF^w=o
zE$2!=lQCt>zfco~EfAZJkeaF}rYBRF?=3rJ?rm-%2{m58y^9x$Rpw21lPJ72WohJt
z5c<h;)k)MAR$&EGk9aV6T(LbC@S@0DS@)OqEQNeR<yV}pLjTc69_MUgma@>U;=a)y
zd(bFysEl8C530#6x?HH?Zy%OsHY9#5Tog(r%@m{=cDk1#v{Y0wjgJ~d5a6Q64F@lr
z593=hf#FSu_=VOe9B`?N?@T}WPi9ddY%>qrJZpU8M=BH4Zm>1)k$ja5C|R6q>$bCu
z!B<+aMB=Ec+QSr1a($>d3%C&{spm(0A8>_wonv9zc$L$96-x}+PnPEJ<x)4e%#7aP
z4DMky_h$31;z9Bj#4F@lU)Op(x2oqj=*f{E?VTc^L*b`gs)rr!_(^@N)0<voB6tHo
z5*<%%akIf(;j_5)r-tuA(V7nY2!BZ`CG3B`daNjFL@RclHHLToGqrmP0?Mv{7_Fu!
z1SSE8F#TJjh;rA-Z+7{9qt(~y-~2y{4ja-8+mSxY-2BLkySNNKmoYE-bHk_C;VAbI
z>|9C9h>IQ#!S~N#x5m|Ipus+qj{7s>4qal4=g#x}isx?ktg5JhdrRuN2wj&w%;mW2
zf;o*Q`0Fvq!<W={Y)#q)#d{=5gd#F<)4w5CNGqLafxk$H-Q~Fu&-A1R>42s7o8f#x
z5ol#e5o9phcrLm7Yl=`Ax1L1EpYz7{OA>!YXn*cW&Eol@W3^1uxQaXqm4@qk__Jl}
zip%TU&X=0Kh$(!_DW%xblY1#;YhAe0woi4ph)vq+pyxyslNUzH3%SjfjfMm(i%*jW
z%Al=4z_rR>`w>~%C(d`YfZ;bj-$QNp{9ZbS?t7SyOBXmHVI9i)q56#@u9@GhO|R&K
z5jw%|aJ)5%V{2Ts&Kf{%NLo_z`m<S9+nn`Mk*);Z$g_QH#w5#U7)ljN#I|V$2c^Wr
z=Y1q)z_}VoQJ;|sEKud%L`UWoR2sf28pqFoI~!~(BCR_{m&6+5j+cXsI5*w@wyjvc
zTSXy<)px@CbU%uz`I~vHe>d9Ynn0;ZOpl~Hjy%22GUR)ArkD$ANf`=MB3vn7ny)kL
zF}rOC`$xD94X?)^Vv=oACaZRXRU+i6riC9x`UamtPj>S$OUxs6$F?i}4Q}K;PnXQs
z_w<JSD9i1bWAbB&6m2<Js{Gw~|FlL?7_<CMGX0w<`ky41{wI9je>9BzKkIk-U*?=_
zzS3bY<(=yuw0cgOu;%17eNAD%LJ96TU;4KtQ#0jo#&7HO4o#jEAi`yWmd`@^PvYKV
zp5(>vvi>(#(S`2cygP?gEgv@Wm`X?u{KU`3A`s6|dgQGBaJjMu<(LcMr3tK2bv|sW
zEB87moFh)#bpD0siyeLY*BevHG9G)7a0Y8g4I)KPkd(^cyX+q2@sYpYZXKYQl0)R|
zCq)8}<{e<&XyHJ;v`Gz1B11PW0Mgi^A&vm?_ok$i-}VG7UBB@ulH>K_qo*A-p134b
zT@kcL`@lYE6`c!rqx25J-af~_HJA0%&Yu6*DNu)WbXR}Hc%KPZYl}vT1V9%m0MB%|
zWZdBD$ORkXl(MO(;hjh=acQW6qBm!)cF^NzW{03v`SzkNlXJz*O`-c!lA#Ez9*fVD
zv7)8;rnka*Sh^ORDpo+jsvGd1!QlctshuRcC`Sc<|9(w4gm>1Gq;?1m$8d2RFkB7k
zXuJe|OZnSa>m&hCqG(-2W`UTLL*Z`rB!5F|L3|e1wx*!E2YjvZH8yGlMWLsQLb0t6
zHJDBOt{btaQ?==CHQA6hH&!b_R26Vh6mEVHQJP>(;5>KjZyAkZ_<z#~R@-b^fAbjX
zpM$=1v1;JpM$w|fKE_vmQ$t1xqE8zb>^&3@Z%p>bNDwBIkLcGBE^E~L&uN2{=A50H
z|C~0^H<iy+;Kn73k^=il>Y3q!;SAVj-ffK#ZU^0z&33$Zqf_(t!SdXR99V3Gdlguq
z6`YEuj_eG2+{(p{EJrC|ue{UQ%WU|!wxBXSUpP2P$gBtaC~oBR+i3(SfYl!9T3c-i
zxpv;X@B?~&&{HnX$JqDIn>gJ5r#&)tyP&|WQ%uE>ndb1vymV5S(YgV~fv(JAEk!1#
zxn53Tx%)jjMoi%lw4jO<+ZfjW8jko<_5%DSf3|ZDK(f0pnZwHVu>G9>0C$`5rOZ@g
zdLFube~olp?7AuP-@rk|r`$Cs7$Eaq=|j|SW}N&hw@+YsebTM4_*>;EV3>>Z%!RK=
zfi6+X-#Xtm`)m&IZi6@z?m>nRcSRb+MPeZwE&gl-%yLq_J#P;BGq;Z3Qg3X0Xd!o{
z*)5!zO8%VXCv_CQjR`ag%;1zdT-+d3I9?euhF&KDq~0pL^}F2&@<0yru{@c~QBisy
z?_V@nrX#L^g@7J+_m3djL6=K^nhc`#j9KZ^4gzC>2`aa=A<f2teQ3xn(Dt&|7Y*f;
zn<vw|%=ktw-o&+Wx1a8e-WnRYFAIoHC_ldc$Vpmq--JUEaOEeZa)OeCH9G;=?~ICO
z231@!`{mU(j}L;F@|Y=Dg;>%{JNI0AbFv)c&bxFJ70yEwkw{iDqE7<F_rcJtJ|^$Q
zVK4OP*&Vn~Iw{v6foc1egJ#Tmc4Igv3w}F#lGy47|4>g4NL%?qSjIT<>k2i56pXoJ
zq0u5Z$P;F^;0=F(&XTA~hL(>`59QsoU{TpKl29aMlckS9it1XSwWa;D5Z#<6xSyL#
z|G8YWx~wW%JDh_V{VjX|<!I*fwE!*muEFS}p%rElMsC&oef1TeK`D6SGH_wi3`=h>
zgcdLNn?9zW2v9*73Rp)T`@(yD%S>OR*1R0V3C`4?aw#?G$hiIV1+G3<V}w1bWFwU*
z_-Q&_FxHz^Zq2NryRM`~D0&;R9bT+H(y}stM*6I1e>b>EyFozDUx`dk27oO6@n64;
zPM(oEsm$LYNBxNCXz-exdn4UDdn-@0nI3XG)!pl5ar<&40I;CcP=l*aKdRrI&5#L{
z?;+a*n_{5)d#;E$-GV%*Z%tOIb#OmA#unc8l$0Iw>_jU8no|$&e`G5xP?yToG)CmY
z7K1`IAlwdsE!P*Z>q(*=wm^vAub_cz%gLD-={RV*3C@^r8|aiKjQ+3+Y0o3beA-3P
z9p*wB&R{U>-2H<O6z1VgYVtm<q(Y)2$h_@;{w=JFM*Fw0j%xGR2K;P)rlHqjH{J5!
zCr~>6le#<^k3oX!UBFoi&~XB|iZkm{6c^_Hn_brcL8WkgS}kz=FgNH^n1X=76gi(z
z`FP*qH2!%)QDm7Z7;qZnBzxK$#RON<rU2*c@AF>MGh;~!aE=UU9Gr$)-x0?M+gP}N
zlohCnb>}xY*YYc^Z#2d-a@0)L6CDdU5tXFMq*v5{BT{pqv#>8TkuQ)K?0!V^DaJV?
ze34a~$y^ST=Qgcz{r*N{NpWT8?xNGW;jKTuU+O=te83(A7~}J{YDvHF1MRjQM7>*A
zK$EL!!$v+abQfiPby4;uuVz{L^7-uvPtX<b9;869{zO_#mcRTZe#XzmpKPvA2rcO4
zt08){WUr*RB%yTW%_qD$j_@-dIZN#N_@wu9{F*#P7jeW3=W~qZPNUJv>%RLRa@{Vr
zhyC`e#O?yyad}BAl%uN*j&r4W*7Vol^YB|rfd@j`pE?3I?c=iQXMz9B0O@R2S8!+N
z75hBY+~57yD)C^y!Ql+a@zz!M;k}t~WArve-dzkLRh@!q{V-?K&T%DSP7lyE8yo0q
z+d8ye1_t@*{}ihHu{5s(kGBmBYZW7P&b4UFS+{lLs>&T9xzKcfu0wLng;K4*u7w;a
z!T+=#pTjkGM%1-`vgb~sDA6VA$i>?xe}Y>^-@Val8+`f4H|t~ki)?4gp!E905_U2R
zjI22IsOM1ygt%N}NBr8{m&eX~u<VcdNDAmbfTRjiBB>TOL28{9GAd1{iV_I+r~oIB
zRn07C<dqT6;p{7!$%Zzpz8Vs}mK=`CoWD`W-x|a8mdk@|LP~Y!iF%~(rorZvOMpMC
zhVoYAYZ;!@{$2ljA!oGqUw^#*8dxc(|BHe3gZ^Iw>uD|Z|CNCiD$l8CQQzrBEOVKo
z7WzkMGi6PVuiB7L`}uSWX^tm|Z}s%^&~6HO!O)m2QRD(0V2GTTry2=}$qM&7tTgT;
zwruaFtT+W)+k0s(W28zzFt{E1x#O8(^WLdJ1%^F~f083vs>n0Qg7Io<Tr~W{2YX)5
zzE^4=L?Sn*5Tu3e_0fc(HZ(FVA7om``1WW$zhV|u+}MLo4X!L7DONAqhgr9HG#++p
zB>U+ow%xOS^F{37aj!>qd^cFE;b%DuExVhQkf;=F(S0&dhBw;ybMxnkK))r$jGiYd
zP<U<j5(0j+YHjw8v!Qd2SJ`bt1kjBpFJr7r!a6mqg=g3bt*In$R$6oEVWV0h{yaWa
zWH#1ht1mV*cnh{hK62<uhKo13!);Q5mudotd=_$oPF3UCD*86X0)MU>ok$i!_r>ie
zkL=Re>Mal*0;e-*6U`o%w0~l-X#>51SPW>SMP1Ui-#1Ikn0|p@=1ZZPW;fB(=~-bb
zMq9yR1&edq5~$<v%$+*TF}U5Jc4g)E+c-+v;P7*EiLkhl<fW6;nTxWZ>cAoYxG<Ug
z<xtR$H>L{nbNIg4^CIKalTaMEwYjTEp2gDhKu0e(PgE-gy<gM<Zc(Ar)UJVYO-nP4
zOxJ<$L!#FnK3{e-A9z|Dvd9mixhX1i9~gtEH@;U0dE-^w+gp6n&8e-lB}n8U)3@Q1
zLCM9Y7nM9Kob5>8m^u{p5<$sG$?gu|p?cEz6p5hlE(&#;I$(3P<tMAizDd|*(mMHL
zE?)Nt=1oqGndqCxMI{OjDm>SMVOAx}jX)~!Ls1cw2HPJPih`6_y0Ym=kx(E$;77Bv
zj(-rT@(aq^^EuYL@izaRj7?E@yM_5T53iGtouU7yo)O1pCHEdh;_3*pMk)>XrV*H`
zjg3ZCN->pG*c2D;9{TO%L*f7}!S4!$5w!7hqNz}btCJx+d5X>YD}|O4`qIcwHh|MG
zBjnMrO#>mZX3sd<)m-)@3O2S2VszPtt5&NrPg#=g3bP$WW$^V*F`FL+4wr+GrC}x^
zyRt}@zR5zYEERqCu?BU>iGXk@NbN?b&bO@{p_BwW{8J+OHd2PZhwb&+t(W7@6!t6u
zDJ_}N=6WDvTo2yk?t>JNA^GmXI58E3MK|dDpFDd1CF>R!8ie#@RAD4dn%{~#z5DqG
z`Pjt|ea0~M?rDpFO#HP(yzt$-cg6J{XLw0_548`%b2DR6ABD|UR1gqD!RZ;tHD;V*
zV^L7vX;J4F-RZ}72<BD>ikc3<etW|wYvIW}gY0nQ9T<FP)LMi~UxQ28<_FQZFpE&R
zI79bV{h<kXKGJf${~mk1RrntZjsu&JQeQn$Dx7m!Cv)!y?|Ok}yTou49Eqo;aK>mN
zbvo#(s7Zr}GSC42%Q8@{r9KtVR?^5mTiXBf<34uk^Qh3%&NZ{g3BRMF20a<s26}?g
z*F0G**twIzp2w*V_}SszDfW{P=W0C}T(^O%Fjx2fOe*_0h+X{UaAy7?J5L0T40?<S
zOYb-SD!+=;{O)1wK1$gmV}IbJ#dO`*Bee4C(BXD;XL_S9setm&*JU!(<Hye@0&<I0
zcW?RedKa-;_S*h-Ke)UU(^PHk!n&;RFq4?}PxT*b9Mbi+G={c^-Yq8E74)YSA_m`*
z_c^+t7L?!H582AZvf*;q#KqWvN?t`Nsr#nVix4OTkIosQP;>xzpAvyKf5uZnnEzjG
zQ~P89WL~bWyy7NY@N9;Dpbp+dZ*PxHzt#Q^fDhyUEWQ4p0lvbpUU3~JuSbIpTZlEI
zU?A>e^!uD#Jh(Wq@oa0n<fYO-e)4Y0LTaQuf!(ukPPHF58uCm3wNveHz=L#NFk91=
zd+UuF*cst)@GI@y>WlZhg%+cq*d=a^bfA`_Nl{zwKB|;dUYb#792pJ%*#S0#-3k1D
z$hL$jKxNO|w<9dHvkjFST*tk*Hgdt=o(cwh>{Tta{@!2Y6$`_E6Cf^!rkV`w3rNUw
zX@mMliCJ?m{K0FY*E9A4>VMu2<p;#9DufoNZzyF;mA7GV<6%8qeLbT8+~?OayX0t;
zkWqOOSb3sz<8G{xvlWlAX;Jt&A;xlD%KNG5g5myrZ@)iN8;Va3k)k~4|1+k)ZUWj!
z{;~+7<y7>F|9fSv|NpWM|4e8}>KlA#$ofm4qrTISHK#3oRTO}?+}zx>I8uePM6@dO
z=1hQv#~MckK5H(~Bw40R!BQZAyuyXS2l>GIgYmwDe`<u++~U`wSg#jVde_F9abe)|
z&Q1qDF&k7x0=X7-e2KEl-z4j*n{bp6372xm`5s3u$Aw<e*4JQx(I_*D3Z%w&JKnlK
zEzB+Bb^&mW{j#{X2KChP<1f%gD)vXIh#O+Q1>9fEFQlCv$N(8onDd)&0K#Wsn64r^
zVAtCLQ;11LVax+)bF`D_I27H)Uhu%*!vDWzYW8(s{bkbIk%+t>RRHa`NX23#nHL$G
zM&3U<8ohMR#q(v6hR6Omq_$^$+R)4|TJJXpP-Y{B4Ld8c>kd2XW{+GY@XTsnJl*^7
z{^_R0bkfWseivg?Q=B>y{72g7jV+#n^@s`kUsD<3TiQZ2HXIcld8=gnmr4gD(I>%N
z-gHLmlR|5b&6cgaJF{ut89=v`7^uS_PWtgkc1OPN#J3?Qr>dI3<FftE!C@?`I-7)g
zdfiL-FIg1?^DhA5A$+T;m6D}Wlv`w3P<#Hqongt>_VR@RrK<fLa*OcUzba#N4NW=q
ztER)<`L)Vc{vhUr8*LtMx-lEK*&kd2+@tWtt!_n)xgS%-CI^aaF#-#Sf4tBcgEKRQ
zOVt?IZch8wghBYQ_ikopg%Vm?skPhd#;mF9<&#p%z^Za68qrVDh)XjJrAqO^U9zC%
zx6#pBcaFc-Rv6uZ9MPmSSa$N<44}wB+vSsxIo(I>$PKfnfUgKhNSJ-{=>kEr#O=Qy
zx3EPA-ie7M#CZ2GUy}=HEwZ*=exWAwa^tQJKMd$M5^H0z)J|rRgNsT{CGN}37om>p
znwa?zpRWYC;bOXif!{Dp#Juz$cgXt@Jcb#1!p-*rz?J-jh=hd4bnlp#hp(uj@h$=z
zSO@Jw*4cN{nZV?Nwrsoc{l^#r79_qrIoiN#jZxZi<{tIM%ngkLirSjjG&h%BiwHEL
z<-I<Y`W;@&7Ti%h|H{+(z4_Z_QkwuDEF0NY<n#7Wh?0jW#Zf8pkRG$%>o~k#?5-2i
zWZ>3KZk{9>395V@_sY)c6y+x^4`K()>hp(}wJv>&pS!w*k9{h8%rjeA_^wjXPALL>
z2+RU(h<uUI9`f-UzZ%e`qTe|DB5vmvCJVO>5i$FLhtx#8RC-caWZB!mxZeJ%n$Kdr
zReFxcT;+9v?r}a-%`rkij8Y~}SE{V^z0*U_*l@l|$^7dixCkgrV1QGk;4}M^0Oqm=
z6+sp~1<8Dzqd5w&E7~CoKPQuU=tHc<C`j0Y@YuE5@qBb#)$Sfiz3x(Z2`~>L*_+%w
z?{%Qa+64)H+le;LY=FY64>d@(-Y!IWvpPqod@t!wXXfU0zZ<g=^-dW(cb|K~o~BCu
zQQf!g9Vqk(NLme^k!5S%9|hT*6pZMBAMz)v;_evYN861Me#lfSCjmJZVFtZCg`J(i
z+rIm#&SE;C-|Y$)T&*r$W)~b>Tr(LwBHQOzMe`F{Dd6PEbEzULp1-2u{yF~fe5G{F
z$Z!GY&itu4KqX4PWpH~+rGVIQx2EGvzLCP630lyv1(=C*N*yefWg;^Few0wdp(*0z
zE34H~upHT(uBX#ajF<QR&ZNGv<LDRD>%quakiAU#;EE*8<TdQ{7HIj^IKTV2_W?0O
z=X)WB<M%zcN&yq5mrvc;kP-g_0_-!InWQ@OB9hER>3;t<^CF77BX(~6u>iZQjpUQ$
zjpfuHzq=IGX^*nG-`|g(%oKlO2;5t4aah2b<Ogrw<6<|@{<)qjS}#|URNh?cZWt!c
ze-3MVS$hUK^k4E^0G$G&SpmIP;*sr|e`!kN$}BZt&+@5#AjjuJM9(k#Aytk?^!0>k
zC8#44guk|H?bo#uU^gyFq3vGOW?%h8o01lvIA#pRB1t?2G?A!T63eNPbk{%G29Uvw
zsbqX|Q>H`Cc$p}6LYNG!>ZIsi98#Vl%4QiySQ*zX5YG~cYl<y<<rLz7lrJ5Bk(W4w
zk&wEjDBwfp{HQvmiQ#wqnk$SZjP7%DOBk!zihRWO+8b0ydUVoKN!-M_r!WN)(L5Sj
zY<QUGCaCgu&AO5-;Kc^B*sHK0yMF2`LLwQ&(mQ)@i0Ik;H7OcXR%F|Y&wqJ-`<j7G
z^c~o75H=!Tm*?i9auzrFBH^&Bkq#@jBoUw5W)YBQz$+$Sel+kCrO4iOpnhBM-p|JH
zbn8?t*`_Tq$CLV65P{fL4NIx<CO)TW_I>=Rcl$@Zh0_LjCWP+6G$LdC`AtuI(*s)c
zfN=o;+3M=f$0e<|*PND4oZz9)crFV#^#!>Z_HSSjjHZ7)JWIwM)}`UksI}N|YhP85
zK<CO3Gx$bnC@Q$oC0dWZ9NbFGtjlJpyk-pk^+aT4<b&*^)9Tb1^$~l$%(q383D)CV
zzjswqOiT!7=-1=i&afI&xvbVw%g_sjPk$NEZm7Rc6bpZPW(u!&Czt^qU$SSX{2I{P
zqAJFHV7;VK4<nsLHC9{=@QETLL1+8Kh1RpumM+e`A_<nP+{nI3=-*|j28#J2Ndwp3
zciDdMbIzKet>dw?mrq)KyXhsN?>=KiYmDTn-bnh&bMI4VQGN^}6M~on#j5w_&{gjY
zFp-xn(n^HFg-Jo*7V@9npUysV$A7idPM3zAjhz$%#W&o{7X{ee&AJBCGFsz^5;LD{
zi&Qk1!*+Pzvb2xU;z2JKX}4i~E{H-5%1q*)VNABxKeBI?RS0bVqG5B>$nrTb#6W&+
zB8*0FIecrcIM%faN-7X#>nC)e5ArvNpi@28w37cf4OF~(FNh56%WXxlU3sG%h-taA
z;6#kR-~VRwSJkFt)sOoc;gkMft(pe>9`cDs0?Tqgq6yTbEm3sl8enI+@bcGQ>7@yn
zR5&)a?}-ZI*&;|WC(c`+IF~dQF22u>l2(Mj>hMP=B2oAZ?dyXq5_E3D+ZGx@A0h}4
z<0eDAJX~|yb*)CY;sJwm017;Cv`IdnheM)DAVJUTA4Wsoy1Dx3ZpCxkgu(Pk%v`kN
zEOEbnbjlE4>(GAc4N-AJ-r`Ca#bv3lL)sD`cpbl^2{?onRK>1jO$Met(I<{Xq7VdT
z%6X~Le%W0nGkdD$t%x3i_bz%e6_)HRk(a|fbaD6=Sa&B^%$za+%?PlZ=Z>7Bq;eju
zm};kia0V;Ef!dG5w^1NE8g#cCZk#(SEwWvKdMI|Xm%qEQc(S^-!H>xgi7ppdtHMvl
z^mwBo?Z&fyv5M`C0b#0)AjJG<m%BSCJoj(qI8uCD?x1u}-u|g^$3SPZ1YLQM{&-gS
z>q-4{vD#3q9zEQK^a*~GC=|J#@ZX^X1Nvej&dG|6bXh<BbgiXjD<YF0kkJ!eseH)K
z7$4q}ue=cIcHCEhD^0o{H4>Y(HH-PZ<9x@*yct#G*C`z3Mr1)YbJAeP)+&f?qt7wY
zo!eVUY1d8E79pW$s6)+bQBpPCj)Zyt=jBcL^ZDhM(0=Mt(E!)lTBp~|tb^-JIczvG
zg|ifFns{o5Cx;ikd1tPOiwgzOkF#B^_6~1v+I=J%e8<m_a|VaNsRR}tj_Xdmb3W>{
zjN=~fl2foE3dkk<AA}h@^MzO6&pgU}-6uN+z1eeCavO&ov(e~ep1zd3ZpwfzNC-4H
zj}_XOg$5ZFpV%_@3F{><SLwZ8T*=6gQr<+n(>-wxZ(nf&N|isZmwy~ouh^k{!3&bK
z`17Yi{voYp?i8X4Gn`<xqMlkBe&qV~s@GL!6|sSGAxg$^Vx#jG!#`<u#B(c8<&cV;
zY25zvX<N1R=trMm>>Y`K#Akt8h<gKj_TKvK<qPB6KQCsCbHuBD?X^Qc>Hu$Muk_kR
z+Dv9~j+zm1iYB8VTI<l84yRRYWaN(7y0$ZE;#I!a;EqM=m56s8xlq)Osdn%m$>niP
z@`5+Z3QRT&Zlhuo+l4^Rq3Y^#xX^UKJ}10%hA#An*sDypF|)%jsnFeZbt@BC>~&FK
zv8!rR`48hRPK!viCT|<6y0%#O^dlyyaL+CdyO@*KCnJX;`_%S#$0NeIR30XlkUIC<
zn!8E$weF!&VQ`1M&xf}<FAuh)_W01XB2!c8Ag}qHJoxkA2>dF;E%XH!AKJI8QeuG^
zE^f|#pI?p54_>-jOgEF3th<jT=C?e?ZF-k8GclVDtJQVZ!gld$SiI{$MZ+?1U-PWI
zKA~l4<-aKDPBX4V{184{A-C;`)?4(iaKT5Qh)K#A%OnV`?HQZ0AVYDxhSp8uV63ds
zVkFjmO>`|EKYz$ox11a?3wW>$z*>ps&g^d`x81K6Mq8f!?kujS^Rf1BkA}toGj>WF
zKxzJ{fNL$kPazQ8EMOqO`i}5&3lCu{sbq2L{nJs_6e4Pt`{oI-1r%RkjS7C@5A3w)
z-YW=}`I-Mvp5KH-?AYG9G4%}Qs2J)j;m}5^!0LoK<8C?%G++IKd#1SVzJVG`f4%7~
z6METS9Y`5)ezc)tgR1*@_dzbR0y7_%F{U^H$Y}3{S$><qJNkJMq<rJ7d4Cs=v-(Mz
zk?>R+H$Zx$4FM7}=pnk`ur8X!)CMxQ)CP@TD>WS+4n@JKU~a^Ux~l#aLdh+zg$J%A
zZdKrFps>Nz$Us-M9iKRCK7#C^thLF$ims@uA~rZbyLXCFJKvRhf>L3>GZVf|V-2Lj
zsb2Xz8z&=L*cA%7+gc6zy#OVv+)`pu87?p9qLs4R=f|E6i7j%8T=iNE$x^d^fB~A|
zcD->MB-Z|u2%-TmI6}UwIJj<He{qvA>Izv76jE}Fe$$HkI+kraIr733rOw*Oeot1f
zjiMz%*UGfK#>u}+%}7#3aC+=~`Sbg#k*`q&R8k4^ALZ+S=WhhU^pg8b^j^llC(zAf
zDuMz*gzx=oMagq6sl^d|6J1Ap&h>ft=H&M&IlYX3EC?p#q3$uwApiLW`)IjPO`SE{
zO1VmKu)+T`mJh7gI5Q4Iv4)18dApWE%Tc*WRoq(KH7AB2_*1>SvGwcz$9D_kVrHE^
z4Z|fUA3lRNXx8L$!IVDHprW&uBerxG`Pmsmywi#AkNiCC)~n16w$I}YRVQ|#EItnl
z3OzM@yE>NV<qc!o2Z2*7TBe`32J`5^o(W1!94K3YA0WDKkI#o+C@2g<BEo`N`ozqh
zGc#Rv-JQ&StGxo#PJf)ra1LC}rx)$^GIgRW`+RWPn2D1ge^NGkK9h;zBIsz}pvo#Q
z%xRv}Y^^*pS0NhOI63t<HEE>{5SM6eKb+^)tAc<i1!fHq2|LnW1+*Gki{6@dZB;o8
zvA4C0zmUB0T|>1G{-GVkggL#e(K`UincjUrwuaT)I_qC+IfVP(3N@Q|Dl?l({!tEm
zYfA=&imW#VQ5xcW6$*Vl#XalkIWz3F#pv`;Wq-POe)YJ;K;vr?@Gf%Z)pZ{%fhxUM
zpZB(Q<9S{S?sIOUOcW%GdWD=L9=kLmC!UO{2wc5vM#6~Zuo07`rT?i4hriKV&73=-
zenVo5(D!JYE+|yGb!K<7l9gp}HyPHyv9lAIpHKaCdG;FY_oRI=*%f^XbjuQ=xxduC
z7hAgVvxUse^;dGfc8DH<9;Gkp;pEwLSLR`K$1f8i@B_T1?k`BteMYHan7D8dr?tH-
zNxeJvcuANR*Cy@4Y{PFYALhj>jMO*kqpnGt7&t}sDx#t<uibv{MCPiUy{IMut!gTK
zSscl0y0aN4*XQEjEYVtLm?`RnpRC2Wyq_*y7ra_!_Q8WMY}^&ZLr3-W+hbzKJDbmG
z7fO<k)^=)KqcAomA|G{M_CXB*nDCZSZ?DJakB<Lcw8(fYAGIc$5Imx4$<`b=!_b?#
zmxmsW7};ipT5xCCt}*!`;6~YvlXUs)>$h)oXk-gCSK_~?4<PGe3@naw+5?Z~dO+(f
zAxI^gZ{TVVm|g^B>s+B!7{D)yIi)UOcPXTG^62Osq%NWH@cf-X*!w*({`m0n5+e%%
z%H3i3xZUp6SA$jk&p<*Bxak1rhjXtq2VL&Z;a=%q%(zOtx`z+<Kyi3bMf)e^91w$k
zlQvXj9}Ln?=M4xL+OU177<%}QeMU+Ju_@8dPmG1l9A}1}Q!b4s?67#XrODyDO12cR
zO#kv9h!i9M9RfhWB;ec&>`VWf6O#Uy4x0ZPGmgVQNOs}zh4gNGn45xYMEW1Y2S(I?
z$NY&YjZAsOzC6yyKCFa85Rj90|6Wp=f2fuZzgqZl$jD-9x@4LD)9ZgZzyCJG=|e+q
zJmSd|z{eb3sZN+VPvO{`T<pJVg$#T!n?drd=7rbQq}r7a`=OTeiJyPTk~ne!qC+9H
z<b-BDcN*NGy&Lps^A!L>tdLuK{QQsBC$vnqJ*LZ-mFDuXwYmF)XL;)x#MlbTYhi*k
zL-v<5l7+Zz+uDWwEqZCa<K8TIm?E0BDP?zt5<)M{r=_*|3x__RbGe5sQ_f%1f8A~P
zef}Kmj<n42YdJ=5DFmI{gmTNcsTM9^73x3Os8246q!~}$x&n2KsO)`kH65ySPu5hb
zaILprs9i`I5)yIFy?S2z06+ltwlL-In=tG;cbo;?4$I&qa!N__aoaq7Uh&?$eU~&`
zwUa8lP~#DNCHd+Q$ABT=O7_$j<?rzc!}yfGvB^0@Pb*S9-m?vAr={nF=JhIRqPGue
zD@n<58{^{jK8vON;-+ta#s}`U^PNG8<;ZYvQ^RXSA%9Y*57>Bslc-*VA!T@2;VDyo
zaceJ+sv;Us4BPVwI*$%mv6O8n5rc8*En^HbYx5wbyr20Y>;gDrzcA2T6HrE}k!>WA
zfeLj$SQ2i7^{pbxr@(dheXG3M#DRI~NcGG#zrgA2-<JxaeTjR<j64_p`MCj|{mOwb
zrhM~TS<F<c=u&uclzw%Lt%JYgTe`-j{p~4XHjYl1N-GSbC15??*ZfvP$X_9?G29p@
z1De5Es8{t6it4Q|_7L?&+{86$W%9YwMk{c4AKi=Xr?(L{t`}>ouX9A5HCQ;2ED|)x
z<AkFd<N_7#+j-Ky1@hrdG<odyZxuaGV-n_K>$3OXhD*`m*9%)}6Cm%%HY!Yh5ZE2j
zaa{}l(fNs@(A~prYdbWDC3SQv=h;8FKeyi}>_=!^p#3i;PxO|U!AUzNY}r6qu<?5Q
zfx<oD{z#fq()3$WrU|fbYT<{bmJbvy!OiC_srmvcUnkxb&Hs7Bx!gWAjojP_nn@Rk
z;=+rszz<)1>ngi<1ki3-A%2GdX?HzkC8C-aPcfqxF6G7ka(&|FS^tr|^$jQAXZS!I
z=o1(c*H>_C^0??b^u*SHt2o=St?4p1(xY>IeA3O(pT#CPiD7wB^}mOdQ07hsx@}i^
zBg~D&zA30u7BrIGKAZ4k<+Nh<&RN!IR-LJQkwB=0Refod!t1%opzVIO9_Wjrq!PtI
zMTKBM+Zb2M(W+Woapg?vi>isFR|2LFA_HH|<mFNX{qgAuE5jpGgU76JFrR?-<+^5{
z-#I{pDPcW9;yn5~wMzUJ4SP>>^1wGY>GarAYW~lHzo%&zJBU1MUi}oHPh_k-p+&{I
z1J^YaVuEud(4?ZTGS|O3ZU}p4W1wl3&?_{#Mk}~$Hkoo4-<;qE?IQOw7MgTVSz*kX
z3;3XM2BRZI(+LP>A)<+BNh2c(-SZDMSRZIaqdPO^F8Srp8XJzs1s?i8^3Pc|X#Bpp
z_HQb}>^%|^yY@wCthuMRCCAfNHKSw32A^Jw0(0ZoNEAp_*>Y9q>(&A1K>%=!H8m(D
zDS35yTi{?B(C<V>|MtEad5Z+ymVH_*aQJkz46pTmk?`rcV~=m{@oe=y9tVZCS_j2P
z70r^kgg^x^f6Qw}NzFSy8OM^QEi8e4>5pzPE<MuJ9ZLz(Ypt#XEzt=`-2kmCkML9b
zcZE3Zx1GDo^Nx-6MX6e%<p4K<;|pt{mqRkorkXceXxcs0H|}l(I}{5yu49Dw)J(&>
zm&NGyC+9mpef14)K2-{+@3>}=%|oHUd}F1L$9i|0!moYJ<MW$(<l#x<kHqMK0=b%_
zCh=A;6&OnQJAj$IpgzmuRhOb?iNLa$pR9&R7TkK{!Vod5sx!CcU(~J(O55^rl>XwD
zbgjaedr_HkT_F6)=ZW^PhE1{Eu?6C8EJdXv<i*eg=rayGz}Pv8vfsIwuz9Fc@wB&o
z1PU`!zwC;ZsVSzkXcM-Fic_mDCFiHAt%Iclrev6?OC8%@Iy2|n`Fuxzd3s4KpxjJL
zI<{<ygsU4BeivEXt+94XzFdGC0o^fBI5|GqZs+}OJ?u(^!4Gh|8QY%iG^+;de3bC~
zJnlMVVQJaj1w#n#?1vX+K#ppaObP}U_PSDB+)zP6BJgxyfv)}05;%x^CD%hvu>Dn0
z0?$)ize4>r@n3x=#ur$86!Rw~4?VhV8@sqrio(*Rck$XwCAMr?v&NWxf`akS?!(G2
ztxxx)s`Cv9BG*cw#t~P9?J<yfuLUJ$7vDyG+0#wgO?L$u0Zo94x<b1L{2|*o0#&vY
zIeEZHdi12cp#OPAhi|;zGh7xo(+`=l#KcpdR=!V;gJ1q(0<J#+_a8pq{uV`i{soru
z>g6YSMn)C&`Fbhkq`u6OqTZ>?39F#VmD?C$4A9rz``Z`45p|#Furn8MZpFqmLqNtG
z4vMUh#uJy^mj_r-AC08t6|-e3>~7H5A=F<LO%Tv?Btam{Bq>EPm|9UCRgYHKwiYRh
zh)Z$VC{-jlXxqYGe~a)c)V;7?wO93SJd>l;2#q>w7-TgY2R_D!dy~?&kM+47t0~gV
zNRhwf+98%CZih6YNs4s^@(5X~2Ro6KskX6+AO5OR0M+vud{nMBA1)HrP`@V#zmO`-
zN|G^^=cpC_>RW5Ife=AT!DY7T49r+iL*7!S+!IZoco%Ui37N2_3`~4c_v3y^5%}KB
z0y($LYa8_oO0%M9ByvM!pj39|3aOcAnoUnAnVATXK-l^V!|?z4ZkEr2{lfvxMXeR8
ztFf;z4N*O{GZ+H5If#wU;vCz@*hXfoTP@h%r!=2|WXnaLbnDv$colETAGod&ewtL+
zy7OyX#>lS@t;0p<Uwy&V^$)o=W)d1PYRTM8bie!G40$lomRVpCeUK%^j;QNM4+hu|
z{0F(6qg4Sa=o0UkuqN#8T+TGDi#GE0@|KQhD(SOc^hCiAqbGW;@-u~0YhsY&`w8)W
zQDQ<W6cKh4iqrPs-xs&|i8U!{>TYHu<G7k9Ep#}dVx<Gir~4qXHCA)*CB!D5M|Xaf
zl2H^SlaIG|PK;a#10Co_X0Rce;NPAsXey-Zb|TyQ@SxS0U>ygL3<-eX4^Ma~aXoeX
zsJKHqe>wMX1A4dhoT2&co#0Q^*~wU;ereS$$~H{Q!tVyEbZ^1LG!pN810|P9i@8od
z_H=ZNCd}Erc-FrtS}&iOr`GR)lGJPZgR6cMgdz@#fCb2?@2MU-O8LXf;Q5KKA^axK
zXJT6csaOyp72eg8*;-Z#@B{mFcZ}-qvwf^#vWn`?v&sa%_n*u(dVy1pqEIq7tF}fG
z{G4J{d!@!wpiPN8o5xrrB$jW^wm}m<xBC?X?+&_P?1$?G?ai6fTe(y^6rmjD-#3@|
zH_>@jm|tG+xn=6y&CBG<R1+XF1Qd+J9%vK2G)@B1YmJB#Z{fwpbzQYA89b-^40^)I
zDb02nv(QzeDz^G}!-u0K#9T}=4@;xuzJ8Ih67Z;4wmaT8h}S+|Z4veP?G20<?S=xn
zEewN`G=(mAp|alAD6LIRUSz`0IDT;k?VR<W7t|F5x;^{e&Mz5SU=v9%LfRFjzYRP&
zSu!O)caYwltr{N0zI53-Ksqn^D-#2)+ey7k)QHJ)?=72E&=nqUy@C@H@seezNrXJ#
zjE-)m*FRu0pIBL1V>X9Y_cOny9v&%p?Y|j&ImgYiRW$_}l{(sX`2MtgS)Rlg4ibhh
zm~dJRs_y`~xgoz2X+_euL~*};2OJuHoB}+=MB59Zy>+zkz2oQpp6vX5qO+%+@xqFh
z2XVWxzwiC~<wPZg&moW>nup7?oqon*Ug<1y0Nfb*OU}l4XR8$PAI2PAbLtd30n<*K
zJpZDA+)O|-HRISUvl%Y(24=BpbN-cvr{tfWVX_ox1IaM1<lNr_!^<7q{;Ggtk$|;=
zgfss=!1eycD1Y&YHrD^c3XuN}MEs9{=D`fW0G^k9)_?H_=>B|gYQ-0ucsKC1)ibWL
z4c&)bBISq=N0ZcVZ^YmA!mP2W>8m3EjAC8@H59{P5hN+=?tq(p+DIJA;2rUM(J>ET
z9{=NAl~o}HcehY%HbMc>?%s1KjG8Om+}9W9T%p_d0$?~B{=Z)c{V(47Zb`@B`_f}y
z+we`lxa`Yym)8{Kv;6KUT3|5zwv}Dna9$Je*&rC;a>WeKt*%C8kG}*`3VUGDWcuJm
zx;0JxEl81k1-$wHUZtN}N<#rI=4mL<&JXlvwZPokD-!^1c-QhE0uS{G3mnnmE4&=o
zy|6=w&ryy2`vOhP>XKy>aihgiN(`dHK<!<)oWU>{QwGS1FY?{2|JHA#@w(g3gc)v+
zziWdQL|@Sv3f}dsi6z_A)aT^Q`fY|$|2<ix-r^%)rvDP+dW-&1N>ns}8^?iLV`(Y&
z+wcBh;+pfT=L4`~Mu$Rlu<i<7+2o(6R6N7el~jEWB4Bc!r9A+1fm<Hi71-V~S-z$m
z8gr&9R^DVzkP9-79?;(xbObPQ;i2wTE3`ZEXD6+|)OB<yG}M*V!8#YnXWb3Ib{d-f
zoZAQ5ku9P~L|=r3<MV@}@#;JN19<=*6O^wteSrp}#Rti;cu48N)j5wJA~h-A&L?Fi
z`%yV=0>^=NA7yAYFCWJDe!wL19YCrE07;jQqdS`1Dj)8ODv~)8xY@HM$I$Crqip|~
zw?Na@{qgzy{ju0q49*E9pmDyYrmROxoDrdN->l{RAFX|LP#j;kZ3u3ILvVL@f;$9v
z2=2jx%izJ?-9rcj1{vHXI0PpUEV#S7%o~2+ckg|->Q=pauipIC)qSeFXZPvd`|P#$
z+CX1li@(iLY7A+U2kx1IpG&SH?UQ_Mu)GJcOJP4Yn^S6M?p6gs`i3I|_W~(2%R*m^
zA|m62DHx8tU!Ptj>zLX!h7Z`UW9H5T|3wm3I5c_8VnO?EDV)X6_w3sl5cm~9cH$}x
zXIlf&dQX%y*7KCa!t!#pq6M@~Gy3y*0%WWwqD?k`TB}N}iQNw0xS(?oGNh^)oaN7Q
zrt3mj0vO>c7%PI%O6_^5ej31fHIO8++%au&kyuUGZdPiq2WHgG?VnQ4+>bI=4I&cP
zo?myGQ|8kRJ|Gu2xi;o^c1K>fq4wjE);Ad>@z|j~Jw1i(zW2Wn7%vc`7g-EMlYy5k
zvz_hi=rQFbER2bgYMYI2<^D0Lp~J+wp#86fj^y?}GC#f=v)8Hg`2+i;Um?=snLNJE
za^cm5ti6@Ypc_x^oQd1r*J@ID163T7;Kp=(T)zviRHvosbD}#nuLHQnSXr}<^*(dH
zZlj{K5-1F7^9@Q&QB&)v@8`DQa59Gj!t4Zo-19xj>m6#F|MIO?_DE14#kg6JuiK;)
zpr)}Ld(<On)&b1`nk{BxQbv*q7zLShdcWCa=RrDjw4(G<YA63DB@$*u8UiXFi{`p9
z6#ja#e%E4mWVs}mtR2Q!6tX_t1I~v3gTCq!KDKY${kmRM2vb5TQ|+iBr=OTZ0;hn9
zH-1Q9qn1CN?y;6an{Rxw%9F9MfCZ2Xeu<4;hQ9AH5fW}v{)1~+gy`VD*Phem{lPsG
zf4-UD0x}N|O`FwX`BIQqhKndP8T6c4Wi>nJ8Oq~GcN>rIVpZ^3i)(952c+0cCSE+y
z2BAVw|Axp4(B9Xq8%y3n15k^R7u4y$D#B=d4SHWSeqmwF-%F7bAJ7_lI`KA|-JWX{
zYR!fxkdIY`FPNw8T*c1mZhO^igk*oF?y5J=JT1~hPFU!R@Rh36sNO{Y<d%uEq88oU
z)Kveq!&UTUFJ71o6=8XkFX*krpzR?eoVyrYiq5Y6nY$5XGdodj-2|Gg?}M_r2wnX?
zQf&DNYXc7nxI+yR7cu<E0-@@#tT$7(W`*@o1y$7>6h&fF9w7`6XJNkNf8snbbAf`&
z?_U0adT^*%XVcmg0Pi2+^ec4=557<vOWK#GbKoMuWItEF`a%<^0i^KR;d$#b!=``d
zhwEtO)L*4-dKj1(z1K$i-oB0pRj%zq7gc`s*CVgRMenyCtk+GbQ47IOmjd_|e`hw&
zUUWb9)aD**h=FlH*Lx1#PB=I_@C~((a@PL_DC}U!okSD7#a1S*h$AL+6cj!CVOiL%
zwnVVc5Om{#796S=#jl*CP&6@U307k7Bgyu)lE`1YyY8_lB#R(0JIV-A*uyu!j)i@r
zQ^tw5bfN-WiWz?o+_hu2(6Q_X9f$YMh16%R?e)BD?RCbWj*V#9!UP>-cF)DkNylYf
zWn!Gsw+^eppa`9athya4kE7=Js^;+M8@`$ugDMRv95Tv(ST$s&vk(fY$`^K4h&e3X
z4>-#C30N4>6UmVWEcF#hTLz3Y<fIinVQ!+D!hC@o6Xr_zcls=nyN~+#T1E2~wo&F@
zs>oQzKtEd)*}+HD;>!4CO=WW8XkcTkK5ax6?J~Ew59Q>FAT^O{?e(4CigQfHS^lrt
zP06tN8h<NgR4A7MW!V<~q18g)4oT5U90~Q0n0{(#)@INA%_94PNSZ=%-!n$#&zUlA
z4m#er&jwSc%bLS8EHnralG~fGX-!QWd*<eXtv~G8*sxC?Cw7@V1og5F=2xly$Tc)P
zH1QCtx!D9}=sfs&uOxt!$|MzSk?mCT63O<zPui`g2opITonFL}!xRrl0Rd?l1nyHc
zX9^@y=@+%};zEXM<$<pmPp=Xp%e`?e|6XE#k=vqkc}tjvAJ_xjEIgtQzr3bX_n`P(
zH)-95px|oLdeHTJi(PE&&9UbvrWIQV`>86<gN#R?qLQ~*1vJF<NF7L@<Jlx|A`zFc
zg+0k4Pk^+z;qtJI3T}8!UQCr?9f9|+$F<sfA#!Ao$Zy|<gzjIyUjRaun?lcDHuwXm
z%uhQK;D0G*oLz`#UuN)!I(~1q+-K8-2C4$LJLF~{0$+)>`XqJvr*j1c;d+r3v*?Je
zJ~=W1Nf7tI0h47{147B-cuM>$MDdz}-<uXAOun;v!ec)kFnMvqzo$i))P6%uCTO7a
z*=DnHlJv>;*tY#<7}>DG=Ab#0J#-9b8yM)1pPk*-G`{Lzfy?d>RGN>kT*o!Z5F5-6
zEa)q1C#vah!zpka>AgH9mE}V%ZuGeCg61}=ADrZ-)+~MF4?dm=c^+}FSaYK(E6;a1
zC0q?nn(`94oE-D3U5o{qP0zXSzyFf4;fkWX3i5)6h*0X6v`1ng_UvKA9OZV#nL(_%
zzyWi>lFo|WubP6H&b8wD>u|*gZLX((MCAlti$fnGGm?!R<+twyb+Mr`cV(|Z68CFN
z`RZ(FUwz=~7F*Q+AqspAnl_UEUu#TV6&123+2T?pzN(nO$LY{38)dazI`#w`;P*Q4
zNrAxwQ$-OqpXNO48yY?+LL)w-m_lUHfS_q;Eg70J6cdPLOjCeEjM%`(*AF}&b;88M
zqZWbQH8c!<9{yL)?_r9`#c8x+1zPB-qocVjp<fQSI+#w;0B0|+2-(dbb;dFVHa2Oa
zN@M+G%ncBWHO^mN{nunbI31L?sT2sO9WY!FF$JAt^BFb7Ffc(#0OT<J%5ZQ2xk`ax
zcq3nVJr89c-hX^E0y8(SH6WJ@`nb4T$iF!`UEbyJ8AG!XuW@`n)JmC3vPa7uDbM!7
zl7&C_QfvN+K405I!)sFw4G&9OS%q<om%{)b?@(SB)zBlT&?6jKqYUiKSOX1Yf^Y~>
zt=WH0*9lGa0A{t*db(W0NCes0&2nGIzZP;R2=3WmOG0tTd{9DD0#C+2`yal3RcLi_
za|=<DeQgl}O-8UQyoSF2e%ho^{%XKNfyvA6?3-5uN><UMfWC+5l;f~HHZ>WTIebog
zg$-WYk>P56h^Rh8T3^+{*SO}L?Gbn#KJ=QqL+a`2!6G7Ji-j&;Nb?|2QX+IbJFZp~
zh5r+cjfY@;Q&SNKyYAh;?#SocR|SrM9vY=QKF!hsecc~}FVBSkWsq4jCAN&sfgHzf
zQZIiDDA`V@9MAXmNcQvRxO%vMU2-!$l`E*~96<H&Q2pT7XuBC;XSEsA&g(Wl{@Gi8
zY`%>+htE$U;~5#sCPh;|J4a3ZSCoT2YbIZ&CAqmy8LCC5;JsNE=yxT`S7q`~<45Sk
z4^hxU%z9x^kBf{QD4k-ov9;}PIa1QnNmYc(3?iVu(xK51p_JmR7bNJ)qB{Zlo<Qll
zije;@=|5Zl_b-r#nrq4n^yI2nq~b_~WUt_oqa!pSHkAOS1rz=^&M__u?Q%jvqFH<(
z;@Rn2s2@0Z9c|ZuFpzG|u;pqCfZo!2f&YKw97E~QrCKK(@3Mg+Z<>ei4CFK3{7;nT
zS7P<vZx73`X(J-)InB1VrZaF$F>+-bF9$KYO_P3@_iLfj+=uIPbZL1Yn%`5%_ZELQ
z(ZlaNvQTOPDwOp#fUgyGC?6Y_G{A-thUnTNOOucW-6XY#S}Xch3iEZE{cj-CfBK$(
zzq!7&Da_wFU5yw^tE$V-Z?BUENSa|bB`cfl>*4w7^*H$(N!NV{Rfzi|u4nN!kSP7P
z$lp=L13#XRYN77PHCf2Y3z_3N+SoWt<=xrvyH{XIB9y-{s(YlYt8`IRT&YtVXK&kB
zU1&LEkB6VDH*03g4XJHcHEc{VTC<QXghS;gx}3Af`huMYiMh|=h)+x;o}B?cj>l>?
z6_IfbYeD<?EQO8fp^20wCi>411{drTG+d#tU{>MqM}_ZH)I!3gD_euI`if^wMg4ag
zxyo#sP-Pjf_J>27@3zGseE;xeqKyp+8H8gr@oY+$^Aw;(I##}DvwT-^l!|m$MNq6m
z+huR2tWybhy)oAMP|!S{K2P-b>=9Xh`?Prd?aO7kWU6Xx_w%hxPs~^?ZhpT|;0&tb
z4UJ{L^xwRVCvG2?IWoWNFdj;{*`!EQ3-nL%YviX5k#$CC%K_CLE8|_W(d}UF>U(0d
z;X_CF@8pgJM-f<}3Z<#jSs!xnJhpv~mQ2D_9h};6sC%BzdiP=8t^dGO*yz6o)p&g3
z?X<(qSQpfPuCp><Uc%b2=r0}el=gXo+?*h^mp!b&-tpUFPk%rCY@@i3I*G5~%?L<D
z)@@$4bc8j*3|sFzbQjiaw#bm<PaSJ%3j+89|N3XH+*c{hM7hdH_gB8<`WamR#lP_M
zszW*FidQ*>rv>6R4*71ocm=QUVfpmZne0W`E%|C|Ys)JD0yz!5vuML*7}s7O)7h6J
z)P~NjfpYbsQUr55wNvfn9;skpj3M{0H#Wf`NsSD6LV;Kj=;u$KTnL8E7F8tQnM_$U
z*Rzh^v}^w8gU82th}CZY(eu2Bg6gC%_#~X!o=x%;h;dElJu*MJFq$)$EE!j@A_|*O
z87a{!@tgQN%G*?=n3x`nlgw~AAh@F`^$IBLsfeaQ<(<fcIhPYDG)H5$DSlY<T-vS}
zl;Qycd~Xmor-(aUqS36!aoFc@t^!TgzQjp>T?~81i`&EP{BnFOpt+B+N&+#D<pmz3
z3Ey5EeDYwhJx&TBu={zi)SCpA&8g!0T#sWbJn|VYI8p&VT*bz#u%8(=oNZT}Gh6kV
zd}||aSLK=w(SAATq&eL}g4n6`e&L!GjS<I1ibpI}zmj3RtS81drh0Q3g`})rv5A>y
zNDn(mVE>1)S<?KSQ#U4<)2fN$)P~UWh_yTC{c$z&pjHEb-!DU?^XyR~Rkz%^G+nM`
zk?e2g+F@)YrsP0|I$@E|fL1gwy^6Wa%^dJs%BuW8d~Z;Nd7G~{b2$u#NLqsG0kE3L
z{wJxeMv9@4qD3C&2p|t-D;1qyo|G2dvmVcfWhWmCzIE$@FvhN$dL%SD7sbJ^0Zld6
zZZJs)@gkcAcwVGI!g(QNr!Bvwyl~;2#1VO3Oxl9TTur?i-L69n$OH8hxZbVckVI`W
zYPfNHih)(@4*`aB!-ve!geJOtc8@NLBtPh`V$Y_?<KIinWZ@gq-tMt9<DlK-fM3(h
zSE63^>zBEn_x!~rKHGsa0LWjizy9j9VHk1$!H*Bmg8Sx=qVh+_My&pgmXfzozk~ai
z5VkcaOaRd#d3tM{Z-bzgC?8=cLFv13vNEkoSOkH-r2y4L^?dd;l{~6QV}AcI3pZws
z8+LUsD(ob2(#m$387%)uL>AEy<q|muFMrtVGr3^bmsP6>Y%LEoSv!uJTYnkG`2x6k
zYzMFu<j2-eB2OY6-c);x;mvE#M1~YiOYsq?CscL!tpg^Gn<J;`P2?cSb%p49O4?q?
zBalIs<-c+Q#y(tF$Q836)gqTx_i|Q8+PlBZDx%3F&5Bd!*9w@~pNhZe&dy(#q5F68
z@AjKRjHb>imO;YlF^DRAXLtU{dNz{^3G4N}TKXXbH;oh{%z2r@{3OKqG89(H_;zX8
zV)XR5U$k}1`b`irP36i5!nM!uUalziw$n&-W-^FtPCKkg&QAC~H9iT$@(<R^Y7_n;
z*WScvQjwIbHeBv|Y22`DziDa=0M|@-;?;aMcl+9FBYQ)DKJQTl>D*x}L2=z!zZb#u
zgtdqw3am<Zyy>s|X*JFcLFY%oQ)%d*e@?C523PM57a`eJn}hskQ=FHk-$}zoJCTv(
z9S=d;-wXmC<7=hT2dUlmE&Jfgfj9F(d=}Jfej4$);0Gu2dncTjo|mfbU%Z-_^kC-p
zgs@_P_QB9b7)amBoI&6b>e135QTcR@Z5EKD`(EUS%Tc|vm>Ax>_`KUbDz=|d(GxM%
zm6H~ap|Tqb9#c?~{<b7CA6e6frZ&d&-?QA+O3hNfIQh@^)cWDAp>`Fps!ACEyY1as
zVBXxCIwu~bW%~sh-oOwXOU`>(?qFadlbW*l)fVBrFm-a6-^$ywx|w^RrS;p5Yhigj
zhPPiaV!EfjFVBSwTujATC?0OhY%_@mLbN2_81UN>1@N5`i)yFqFvj`g0Q)h@1BGD?
zbO$Kk8v-=ok6yYdhxGVxCd6=q!=7|Zf+ZW~U7fhnr7tP8ziLra(IP{<byvBwX1$6x
z78;_4<Wa1<OLU=*4CUv1hPT)`CGbRdUr$8nJHI?$X?^5}sKFA}5A$4lHJMD9#JU5w
z2xV{65IAi$Yqo=`VFpg@F#E=xd}=;_o1&m%BjN|=g*63Mgd}9Y6F)UKs}c{wPf$3<
za{0CNGstnpYxR$NT69@3oyGQ8%Buw=i!u6h@h)pFbn^EPrNU-dW2ysWu<1sEO2o?~
z<*#U1I&Xa{40$Jgu+tP0`pY#F_gbpXM8_2dTjSJ^hByQw+HF|?q7~i2_<`sevvyBw
z1}Wzo9U6&t!UjRd`4S)swQbRJdrs&-uax#FMRD1v`4vUPy^8F9@Um%uI9=wB!H;~E
zqy$avpKo!|J$Zd?DTDcRXy@`x$G9~~n9*>Qrh!*?vj_$xP{rS8k<IbBNHPXV8xciO
zu^QYC70_6Y1fU}d@ljK7AgPxKT6)vCed|rB$%5xM&zxG0#UY3}^RyBHRoW>b|E^in
zjGBxz?VBZZ>Dlz9U}eFd3q!&H4bm84fS6)jzJ7lj5tkP^6G3VB_R&=*;-@L;-F3VY
zb47nYN1kZR&XF0*r%Th*_ECBd)jM#HGQTXPY^1c1e$DPkK$(Q8I^2osY|K(sXLa`T
z^Yj>};>OwChMH}TzQNh{Zra`9l+RY}EvEn%5&|jexTI9#nq8mV_6E~Y&P;H2EnV)Y
zt(>JD9NLjLEDIYP9o)C_W|Y$awUEF+Hxy=e9KrJ?vwOLFf`8)u%#1z@G*<A64+S9;
z)+e_Ml0ZK3-W2d`00AbygiJvv(w;`ExVPctKg>UT$CdZ^GqctqrG2+&j}IS?NDb{;
z2oIxAL%-m%ZmC;<cGd(=kf@zB0L@v{wxYr>qycxGNo(zoBR?P|-85m6qR~-{9;OI3
z_UbK%I=r+-=d_wx2dOil{({w3fKx&1b(lErX{LX|@Sx(>uwgL820cZ{XZfo1IL7Eu
zYc0h6@!^ghM`afLn)NNLb|iRUgHFpN`GnuW#Vk{ZUkmMJk%>uNk79Y056Rk3OkuPh
z0d602ULzuf+@vpQ!d`uUh9aOAV258FE(4nev5|<VPu|+W{o6tzE!cK!*HeaZnY7(u
ztbug2OQd#+RVv4>BK_?wRDv>6yUu^3PsWmzMa~#+X*HP&b71^qT4A>u|LlfFWxWcR
ztdVry#O!<?zyyyPi&tIWSokDu05LDOmkkr@N(qJN<Ht3i7IDx!zBN=<213MX^I1Kr
zMMf0O;r`H}oF<aueNq-EjP9#DOmV)<mH*3Q6!dVJS3MwSx-Q*Vz<k{7UV_eh5en&a
zZ{uJdrX`D+D(*v0aracgd4a}E%<t2<sCJJ$Nsey}q29Xwg7Ig(n@M0?1o4t{Vx@0&
zF&Tz&#qOc1c&LhlGfZ=!Mrtaad&9c4BbH~qd(G})Pkt+vuu)H28y;n5Z|5FjU;J<F
z{`bJ@#aOS<xy7l_h)ZTl@<wX+BF_C5yzy`@frIcC9yAU<^Lks4dGDg2Pg+art~w5p
ze~bp5nuyN-kTaj<u*B$vdaMDt`NUE%Zpd-IY-N$@8rBNB<Pz8qpJ!Mz`R4w<*Mme8
zIz=7wuZeT6;#}#w3<WVLqjCmV2*xm<O|DoUi7p#F(X#zms(xfPexi-xGyTy1P6c+1
z7wFoA1<tp)6`6~NtQbXBAOu*ONA{6+Mk}WRwmMBh$H?pJ=IGjGsmbmll1`n7q?NFt
zgwCNGpplam?`Bztw%+3)_Et1(Ku2Q?#txRX*4SyrM(-z-vvsofN43<Dz=esUM$N%H
z<szk7qZr7e1*2=cdtqfYYQ_r7PqApAK>ypPD2*6RvzOo~VVuQi%?X0F*g+pBa_)1M
zPYlzJ7v~?f7M))z-G&|vm}A3^Lf7P3MW33}PgRfLJb#Wh<Lwq)E&{@ohp-!Gxo6**
zyZ67dpeN90bzfZR1r1<^37uw#AJ@(9x!GLO<rehU;Lx|s(F@?lEDZOgneIZl(_ANU
z&xNClvD_=%u=P!kNF=?O>=?rioEuhPt{v_;bcXF3Wnd&&v9|tO#W3?5*ZOE2FzS`y
zgnGtiszTT(F0V;_^XVVG_A6&DF5q)mWd#7-g2N<8b5T0wUV{a`QS7@}1M*JXgu|OR
z%v=<rw?sTRF8MocS=<-3I576I1rVcDB+|3~RxOCm_(NQ68$?7X<)Li+!^^8~&V+|5
zr-@bsc+f5^pdA72eslF_A^3=7C7raXxelC^)M+9eE3s1IkYy>O!i&)p@t2Kd{2gLj
z+O`JuL5D1!At;U7fwTwztb{=+Q&>`CDUutneeC1S>^e5YPgXiY5#1?Inc?CDBsLAW
zuV<yPdop1>980)xxxKufzthJue)6Se3Y7%CK~GMnu^5yjhiR`UBW87t2reewWk804
zg>w{Yc$$d4#h4IeK_TCe1!Eoep=VpcyovLYWoqwV=R=qgm0}-uN6?_9aXi>p(+2k3
zb88JE9YI-%4Sy7Eb)-j?2iNJjA6N}`0ojlHR*vK=+TaT7_Qcs(6-pS;3<V`Cps7M(
zaC~*VyW8YP?N45ka>Q&!ImXj`z8Q>ELGGoy3WN~&Tx!3|1|o-tVV<Ma{2>0up`}z-
zvAmGSl1p@cv`xyKZRdmtQa~|}R;VpEx>`p#oBOY_8)uVEVAno*pE0WufP~QzDiBTJ
z(rkR!hR0#4)c1KBOv}QNrh+_+6k`tI<uPAc!V_?>f2(?0IcVmY;%oTq3?BuNW`(v6
z$-<O;nh>}XB*h2?K}a)O{4+<2ZUG+!TxD{5DiBzQM06rej(E%qz^2n?5o3Hq=A`EG
zh>!mGP5|1+I;Ov!m%%{J;I~D1e4Mfxl0|bhKY6i;8%GBe#ZsjT?WNzb)mYIven1X?
zw~NY+1$0a(+-L=~B=&oFaDyae#JY?jpUdw)_o===f0+9`y~`jTfje>H$NZRkQ6ef&
zq%}2d-ko!gzjc9g)`yfI_W3k?u-ayo$5n#d^!7j=TK9N9Gy$ufA%t8shgbwjWMvH<
zhLy%gy}8`!A~Ew}s%gt(Ut+8NTK%@`X&%K`Y`c({?&a8~oMkY2b?4qVpL64j``pyj
zBDHa>>1CB<#e8~9geSp9rKW6VAKT^|8kX!>^bOMYUIVHj@5}<IoYslFX5HN`oi*A*
zM(&JR$l1)KhJSeLO*9tm-T;-!0uL42?o@H{UGeH7$TD=V7mUcj1gIsU#)z6}^Uabf
zLoTZFed4_iZwoUfI!E&f{Wdi135f0;?ITf7OlHAI1Gp={P3;eQkjvheGMcf8#_I*)
zL&~_Qp%Bf^Zjc=+Xv=tj1NI~%{-@(5y{rY1YERY@!a+O<Gl7}UHZATk+0MnU!jWt#
z4|hE^^W?YUV>56^hVI9nLCHkS#?N079u>Ubl%hC$8AOkJw!-FT?jwNrYu{FT#FKD*
zRMYLt(WQ8wDyN@kZAn^li{4l-$dW58J=die<r9GY72V6I<FL|;w<voefsl(DrtH~V
z8*k@Fj2p|Fc)pp0U$`o)r74IhD%p|ueg}G4jvg%7_q)GmI3{yDA)wS|FC8RyyLw+E
zrn%t13Zm8gf+&aW<9(VtGE`yYt9Iq#nt8iDJq!WCmfGL;n8xg&2`G!<3D{Y(cEcqa
zj~qrxXDL}GGE~&QY2=`0dOo}an#*tKy2RuBS2<5sX!mANe8>2%9iWk0Br{N1R}CSk
z0SasGvXQh}eR$Vc1=!c**!rlqMb^0Xu@8@bs0x=fcoocVdiaauFMrdm3l~AC>0v9)
z-@G1JaXHo1{ls}sLF4{QV3G^aJw-x4(2;{|l?OKK;(9i23<%b<Ge%B{LqvaYwp{rh
z<j%=Xi_eBMSP&qJ&P|FhiYpm~L>_p$U@gj~wiMEzQl+Ca8=rgG{>zvbYotJaFs|v~
z<0L5D>?0aif!-GxVVpS~y(sm_bwb4PTt|1^8+IQK^vewR+Fdm1jb&RsUyD#**)PEp
zRokCxx)__DQM#U&PZw&@55qIrAs3-*$c^M;jSM7B{bhaLYQLp;@481B9J)RUrVq+L
zhE@*5N*PB%q)d2w8BXZzEGsM%I5n9o+Zf0aShp<tS?Nf|QnEv)WCb|Gz~;Qn&JuRm
zl0(hVsm2teJ!&;?GN=iQL**jngFu#55X7rVT}TiQsUp+DBiOJdvq&^!;4q&Xl$DRt
zroEb)(sR`WwK?1T#z;xLuY5Opoq1t9e5-kP`h!yW#Oao0qqTRg0(F!|#Jaej@-m#}
z$%eJ7tGXgPdUU~T8mQ)}q2Uc8Vvl6L@>%cDz&*1}7G+b>4?N~!iQ2Rfbzr^QTDIO&
z5Hm`u2qdDUZPrW7evdN|)o<l?7NH#_kJ>~Hk!<53C|UV3o3pca2DW(AhGb+QipN)4
zlw7a*_JX^Jl1^^fsmg;9LxZp~FY^woUkYXP>X_i6(zc0HQ)<x|x3T8>$0-_qhC}4+
z94Ik5W1lA8lQV-8HZ<AaJMYVjx;~7B`F!5@aMe{3$`0q9bPN4f&k=f%D9VoSwbG+f
zGKZ|lbz&@t^+DpPuXr}pOUzy-?n)D!ZvAv0<GBwfKSpM;uVuUJ-K{~HHWL23Kp{*!
zWLn^yd|$=Z52P4%Y4zldOlg@*oF~q!Mz6dRpnYYk`jIVv94xI(AM<95Ce0aHTN53y
zo7){C3nF?~c4Wb;*H(vFfLs5Q#z9xr91H6)uynsDoH_N_x-n>ldi~-%U#1<=+3=D#
zaIFaD<hN<}j*<7gS0Q>{{;U#!nF*E6?6wN!h$xLSQz?zGE1&_bMK(unJryT!$J(;P
zDAYvfA_rkpW6ilt@|Q3|^V#tsX|qta>Q7M+3B#fXiW5nNxJO&ZElBz3+Ow(Y+uj{v
zdwmD~j{5P7RnVT>r#rV_x)J7~ilu*aC=ajM&(|McyawJ??FzZdk^TY?G>^rz;m+xq
z)ztELb4Q(+KYG~<xhABWZm#%{T$~%@?rNJ22KnIf*L|i3uWm{!DpRlc*TGEyIM=)s
zq%ru|jwE7*(Lf4OQZH#UbWs23NjUd#$}UI+&;A4XvRptt8$!$X8?&Lj<W?VIdBm7R
zav&Ww=WKJ^@FHTEarBclMMPAe<%>tP!1uLWl+*Kbbob}$n#5=!vKGX;Q0}nBqWPDM
zu3LopO|@vhN(co#-^8&*bu?*?Nb(O-bQs_dapY4s{>3>Y%FWrdPg;20cizdE-?>ES
zaO>rjB|E(z5X(AqS=HCC+uyv~9!>A*SGjqU5QCq@iN$6}qdYTZ_`WJ+Msz*^cj$)R
zE74B(n}BNEGAtYv!Q;x0<0u04Jt5;H;*-R_E5<fkpOTNkt!iRl{!zz7V9zAi08RoH
z#)2S(3`GZw@|!(J@&rAwxTQ{NYb+SXj3c}VTC4rxt1L1s_J2s9NsWhyRtrHwMIcW~
zZv9N|v|~+Wlr4j>WR+DL6Y9`dUFy+O>9v5uMB4`*7Uitq7IoLe1L;o|l=&qTP{9j9
z2bA0j%?&jVr$mK;p;TviUF;Kaw^@F=0+e~YA<)j_45kE>$rk&G8cnNhiqUVX)yK4M
zX==et*4Be@<^F)@4{nZ&Y%30B=v~Afhw+fL<R*iX8PvO5I>ae(;t>kXT%QJpA3WTK
zwOS0zx3s;;Mc(jA4gqC~N&f}Hu&e)@)b)f7|8HQE9o;t;dd*kZ%OZ;FKX(2P<NiPH
c!hnHbR2Z<5Gnyb^zJdNe$f!V-B~63>7uWg&sQ>@~

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/documentation_01.png b/content/sesion12/img/documentation_01.png
new file mode 100644
index 0000000000000000000000000000000000000000..6952192c506b3bc2ccb95b0d204118cb02b5675c
GIT binary patch
literal 36009
zcmZ^qbyS;8*RLt=PH-<$+}&M@yF+ld;_hxmi?+DC6I_cHcemmJirb;j`#taZ);jC_
zk(IgcOmfdmM)vR8dq*iNN~0hWAVNSupvcNds6s$M8bLsOV1kEzzf=3kWAFX#gR82v
z7)13X(b4+_w56zmC<H`Z0@AYy%=<NhlZ=il1O#gT-`9s>$5Jy0h*%+62~l-V!?Se+
zW9<D0VX))Z^@+N+i_kS(S)P6j5fONqpjQ#~*Oc-lM9pbPy69kSIvg}*0Yp_%dhJ0v
zNdfB*NrcdS81adriBCc!omr;b!*70;7Tj58t`Vub4@;leFS_{o+4+~fZvFDS78!iE
zBB{~E;K@VLlUdSVsY3sjsYQBm-*1RTBCKaPNO#~YagZY}%;bv@M<k$D4Supt`devF
z@r!9N^D31#w*@xQ1Lzx(3(V6U7i!l51Bg%w)ds_cE$-Kx2Bk1LzR`0B9-K`f@b6RB
zrX4=F6xdLvUF1cC`SRgM@Kc{#&D951C}uYX_RRoZRr+gPG-wYR<0t;M$wfLpyQV88
zJ@ROZ6i`z1R0p1w*lQp|z7^F5XM|`+{B4K_2V$4Q_ml=5&ux(|mKw18FoQ|_KOfXP
z9Qc01*uMRE5RMj@UWMs`q&bjVrLn)I+Q((b81J|`SSsIj!EtCyls3fBOIFmVT_YLC
z2ZtcL8dsC<7_%!d4o@164ktabugW^y{OM**A7n_zh(yHNzL}f>z=ma}T6O=XKF*o4
zJ69KWFGI!Xkt}pbe~3w4gA>Bo`CIuJ96{FH6t>iG54j*e=+rnk`VhjhG6j(1O$Z|V
zQN|#;);p&C!0yPDEWm;cN8KiiBy!N}=UKo5UvYsFp3doGXi9ulqdyeRNEMlS49@Ug
z@axUs97i&YUr@#iUy4iR={)<WIV3yw^|wzjc&`xRepMb$wL;7Sl;q24?K6i^0+w|q
zBO$!_P*nS%TRK~_b&-Xnx8Jf1d|9cBtWO1abzZ3skSYxf<t;VK58CsZ_F*w^<wD?(
z0)=}!HmPLy-zULHRTUwlkzDM>8<Qa(4vH`w0K{Saqsml`lC0&r7py{G3o<HIZ=uQ7
z{`IjcS)n$ue}z1;$^&NuK5y=7QkHt@O#{T@fJvdRvo#3$Y5h7>wjjJ%w47EMc--T0
zDWRUydS(IZ_Au9zU+rCX9H*)kp=u3SxYd5!(f*9uY#D@`={j(_&T`y!x#XQE`cbE5
zjNBA1)7kB^9|<kAZ>&BjwSmo5-V=o&sN|4K*s^!W*)tPH?RAm?94tzbSxeHqM)x(&
z;=}yrIT8*OGr41&eXRbtmfmeFZhnz>cnVW*273^UA&PIOFaMr0EZShbqyzZtaU_Gu
zPe_T&n`Lh=K})pQb`OeXhDJw?MP=;AhMpMLV_|sFKBB)9^yI{QEZzSep7Cmjd-p7M
zw{&aY;)Ugt8O*_Bh4bkift^-G*s-^P!-I_ig5x30<>xOPYi5!>H`kcH>hyx4L7u>8
zx>$Dz8@6Vk`LmF--pUPxVJ;VLFI)3j`r^*bXH!ON!9|rZtv{e?&tyldBMs2yA~KP&
z`79}6h`GwGh&f+#S86Qt=wN&DVXd)cFd=q1hn=A_3jZK5sT$_9M#yt^jP{EtjH>o!
za0$)MHj6yj2_$v5#)#Zn?S7{Td=fXs+mZ^XwxD2vYVrf&CP|!3^TTnWnx~?!<H$V=
zh@U&L6Ddw+xq}qRBc>@!Z>MoYzy*@|0(+5kqWMLk`OIp)&r)J8RJjtw3_p1#m;Ji+
zQIo)a?kl<7LPM*tYJ6qC9(Z5Y@3-9F)j!j|cE#Cll(F=v-ilju0?Azc2^X%0v9~Wz
zs}Tj{Eg1)z@o?%2o$Bacm87*3FGlV$9`m=?9g0mBw-$yF$L=G;<JKR!Cj+tQe{N(}
z_=yY2yn)HFkq2W~D&CiS&=bR7%Z{%_w;Wpq1>3mz(M%_PNofEgYBjSzuP39$pMJvR
z!X&|}TXAD&ngooCYRDQ-P|3Zo&E`M3Rb_twkKlNIJEvxDnt<);T*rT%^l9A9Uv7}N
zEqqo$F;q~1GK_-qIO+MtyVB=c0TJ}KLz;g(<gthP`3Ay9l?$jc<6PE=)V^|M&V`=*
z9FS1f`@yM!>$m&vdIUg3b4|Z;5+{bou|>nvYd}Q%8pK{L8bhE#&UU4=rTxgwGoQbj
zG>9ik$ST}N?8095-7qHl3fXL*q<<sZPv%tWK+pCujd{bI#trT2oHHzO48}^X26$q`
zUYN#UFqTsLE1qD$&mDU#Gr2WWFFP8m?$lAoDz$#TFIzZvDA)=Pygd&sFjd}){_`jA
z(zSTlG!YY?wLSYveo4h<aq1M3o-iJA0AS!u$G59(e{2O4$s)q|Q3Q==_1Ha=xIoI?
zZt2Yvbv4-WpPhUU^_LfWm~1HUJQ62^n+4m!1tmIWHYt@^aS*ocF#IZd(Rg~}u=eaT
z17=K&^6ZG~fG;|R5U$d*1rmVwH`|?L$xNE@_D0i^Gb?J@;@FQcBGl?1cpPRQ3^VEh
zt~W_?%;3PW8P#m<>>nx`6#H|spnNnC4+@8vZ?UAcA~{<_tiprLPXJwuM#&iqc*ot}
z9dY)}1>1;7UR>@+bZ0)192%)a9BEu?4a#6WMA;4s&2YWt(9ZU>kW;g@gmst0TeONU
zjmF<&?wrK{wTrD{fJxGJ@dG^Ip#A3%#_Nn7Ve=iZ5iUm4X1C6C6Ouu=6S86|YW5-i
zYg?v^b0wG<<mZh5ILjIfuJdq;m9_=M<B@oGtN#=cC%QGS89XTg)Qi|LrM)&1NBOp3
z2jLN0F;s!FJZ*pN_{}tu&T3^3^qr-`dXT#`p`#VS$n7#4_v#H5+b*p+=W8C0+Sa-a
zb28|=LeA!GM1(o!NJ4gJ&CWo1C{3?>kL;C^*~M4o%)Km)k4>s(mtAbH!>fE~U5)6h
z;ncYYKA4Pqb$XF1A+7)XyMO1DjP)*-jne~j(|12IkZ|CJd|CI)QNj5U`(}F(kFFJ>
zPtPvR^Sd2lVh@O`W59WZ-2PUXio`miqx(BJ^U+Lyk!t^BVLb@Zo-b>_D@@0T!_Q5U
z*xhhDDS}swI$`J$e*qqYwDpH-v<B_88#h7MNeN=or<9KE^I@Vtt9@AK7YJK8gh^l3
z8369-)#-KBs1L9PIfmlTEOX+zR=7&7M&bL+ouP2UUv@u|y*JpwWgYKOKI*d9mNnr}
zL6*ul12zc!6nC`L;sfIzNd^08az5ggF{;;$x9+-^MxZZL4{@PU2h#utzH&UE$k0;R
zC##S{`WD9zI>V7s7z;FVqTSQwj2=sNe%;YMElnMQZZJ97HRX`m1Jx+Ow>OUPwGdTY
zyU7BtYrTg)-*a01;ItY@(v$O<QIB_(#sy++rjh)1%4ROu({2U|6kltSPqJuzc0iba
z=+C$=TVlTZGZR%wk~O`bcyzKr;qX+(wd;1|T7$g!GoLZc!RUwBnk9|yUNVBX!e<vO
zDC2Ff=aQs>M}lUhnp(dZtqaA;^d`b)5cz(KMjBZ|HnFds^gaJr($_?|ZW&VAMo!vJ
z!@${&uXSC61_{ZR1BA0%W0v&5I{S6SLWKW0pT`)Dp3nPD%jCg3+kP^8ylSU>qanB^
zKrMUw986T$PMryty4@XA{jO>NtT4{W*dW>GMel__C>w%Z?*m|b0wr7{;<;K2LFdmd
zG@=qE?({R&$rUN21syBWG#Fv9-QGBvg~fJ|lZd|yaPlVz*R(A3vuEc)yO<xqTpfGJ
zWHV`B5EbMt6?0>YX4*exJyL15YMwzqL}E%vGrudE$Q1F}yW)=<j+mhip+NBdlTE8)
zSB;yS@?nX|R0)k9^%Z;FX7(`srUCmBKr;`mo?tk*w3`sxa9u+!c0SJ#W6|~kGC&yZ
ze$_h3>-6J>P{p>-=<Phgq+u?2k2|m#J)#2tIj2T?d43Gr6GIHX&HjsPsLx+(6Mcqo
z-RgnjeNw@bcS`<i)T)3b|9%D(!}fizO&*$o4rBCB6>5optGIo-uW#}Q)}I!*#s0fR
zz#rk;{O5OA$q~E$ep~EwWH9qT&%ipKnL@hEu4!MfvEtlG5X5pRA^3e5jjvMu`{KRl
z8liDUfZOL5W`wrcRxjgSzjLR`3P~w<gj-_fLFa90Lxi@5waebcwIqI)d8m=-teAP&
z?!k3>z%Gm9mVWG|OGMLWy4iu<)x3o*Y3oZ1bD`T$&<cp5UN=-`_Dk_AUC+iT3Bj{{
zo592Y_0!epHLPzlP%RMbFuB>pL3obqHNET_FiWkBXv0N=gw~UN9hZA#w$`$RUA~Za
z4l1(pIjqB#Z5SEceT0(>sv#Z)0E9RGNGhMfLH-Chp-emk;o6wDZFx^6Ix6a|qd5ES
z>(IEyNNSX?cQil^)ev=&k({7*;-^d?iRNYlbh7Wel~+Bx!dJzkp;e$=?sA<8pHTLr
zwl2AM)D#a?TwB_R_D$&<q>(WHNag7k+f7UD*U{Blq_A<l?D2io<(g5*gf(Uu!&6|A
zGXuhyus}i^H6n;dAtzkHZD)=a$Nd}8nC9n!*<HVZ9{Cm$d(LvXBDzpK_{)ZYJtuhy
zemNMwA~LjV?(E@fBYkl@5~S9p^vv2%FLix--r0%#&@e`RcB)Gs?=J&IaU#xq4uRXR
zUOQi&iL)^))&}UNjepI|E318)xQQFeB(RR3UXW+E*O~CdPMQ)LESBCT_=xiwZTI-J
z!!0BLE|*-Z_GCz?kP46Lkn4K;gIz2fpq<fd$jTFMz$yft>=&Ah>CAs?THly^G?mvU
zcg#*DwRZPQqEcS~LrL)~;-j{rEY8LQAIWB6o$yC?dI^P_A)X^vv2$o_-<z^;c;`iC
zZ#GGptr&2QZE1h5X;->PVYFOTzI?%TL3O*P*!(7LMEUTWGsQqb;_>#ZG&S1M0dW6<
zZb`eO?*^n^IEX50`3j>#(sxTqiGM+K;@*Hy&MgDw{>+W^^VugO2d?-QS014aOBp<0
zLi8PbD4$WnB1xCFZNKnBbeiVkyYU^upBHmJtfmfOiCY@d0=muws1CxxaRexVhtHfl
zQ|p-*WessWA};<GtXE;YVh)%JI6OIhSxFP<TT|Vwm@byBu9)YH#XC_ZXvVD-lzRe}
zx_a?*NGC}<cbS)=J`F(`_-v%fkbYZa9E7zcbJ*nc53ZmrVx-+4{Q{M_tXTds!(Hq2
zwc>Q0%e)N!xUc>*!G<V^LSFciT1Apk^C2~q45I|4o#A^Z_)a=JFifaBrkQ;bW-lkE
z>PEQfFfXLiOQsn1*B$k!+cR+CEu^)(x0=X&3ar-GAj0uY+`K855HXF&2|ZV589Ijq
ztqdr@D>ZgM<e3iH2Av7xE+lmga|+;Ne6u!h0J_xEve>7?%`k%hinfN!E(L=tKP{~D
z^s0>LBO!)Af~{ysT}g-vcJ9CM1kNqPf(x;DOt7N92`MUr*X@6OCp%$VFw>;as4PFU
zJ`2-G5`}Lz4+ylV44h}ASM2XjzP>Ez<%U{sZ<tB`{u>unNs@AuZEE}E@%7#`Q4m|<
zlyio8Yue5Lyq4`0@Y{};0v4uk_N)D8EdJYhDjsL54=3er%-;uARHpIDI~IRXW04LY
z^fbIFkN+|5h1{$@1`@RsCAfu?A|A*wpv6cuR-mM?t+$Uku~L1g7+pDW@fZrFG3*ii
zz?L%TAMDXB|8>-7jHuxpX{ge~5bV+jNa#>BrBZa{k4km6dkr$-Vfm@R;HbrV%OI3+
z(+9$B_GiI+?Gs3LMM&n>+Kr=9!Q1bJ@^79B!@qyMwq435*JO?E9Ogea33#At)4rA@
z-znNjbC|0m-&-`fxAc5s%L*;p#Wik>!1F{v0H3mv3hc-t?*wTR{>b15!kk|)!y1bD
zp^&w>OM?>+FQo!T6$4WR_0JQg;S96;C?Uy_4n#dd4()pl$=#PV7PcFee+5C1f;v4p
zh9Wv5gVLGm3^M1c*!Qc>>Rt!yGKj_@IW-MF2U`wLZ=e*M6DCyMH6d;|K)Ii9XB-Se
z)_9|E+?;x9({ADO5Y;?1BTot1htz)JBkFZO{mnfuUSRSerVUatcUzl-0=~iP*KD+<
zFu+7pU2NS9mF8{Rb3`L1*yhqJx9bHgU1rGcDgh1GuQnMBjk206<w~345Q)zV$jUCF
zi%k<AGRg~3XsQ=2oFW_l(`a#l6M#zJU^0bI5Dpi%68nvDAwE(nmIkSG`7oyT9QL-0
z&Va>b1kZPGVZ%t~U5ai6|COSCspqZ6mplS~O6boy?;Eht1M-w?TpHs^@Q`<i%X(Qk
zC+)1ljJQDS45Il=I<${oWv*~GjG;?eEU{7o*|^t0#F-A9oUO{lTT{x9mtPk{M1*4g
zj2;qW>2BRkOV~IgLi*88r%Q--YS)fEauWB|eGTG}z0A(xj7AG2HQO&qKN4+coxxxN
zyBe%+R(_u9p5r<dr!7XkH@zU@=Mk^2aK;eG&|%)Txs_h1W(#v34;KWX<Kt2YYHC6*
z!seNhT+kb>=K~n6O;NY&V^dgLWidOEKxL6k7vh7Sp=ez-e!mI!snnB5tn>OdAFn!S
z0;GVX32j#_g&3rG%{5oBb84-w4v!--h(IfxN6VPe^WFF~(gedo5%$1;_OdD{nUpvr
zmGbn12B5iGVE}i32I?&1bqS9l26#h1TX$1s=J)c`HQZzwdSfLme1g8(q(r-N(Q7On
zt{H^&!OygKP1Wvf3s*JdzGm-AXZ&f7gQlq34N<{HKaxKNCv_+M_gDpc-6t*uf@sO`
zeeog6p{R*8YLoSSUm{?DZ7w1+XcUr7*xe?jC~qL-8*t&f1MzVsdqz%i-%Jo|#&LPy
zw`9v&IY6iZ<;${B$964ddm1wU&p@fqM{D5bdeH!z6_H(VNk=<1+U>9&S(nd^(YQ%j
zs|>^E0dwJ!R$>D!ZvzKbiM`pVu1>o*KeFtVvX0|d+L;>Q)r||sNN!kQ$dx6nzDK`T
zZ%VPmBwgE1B)nE<YUfpkw;t88H=X8bM^l~K&dU)`Ogr#fz$vZalFDLH_2GF_njE9?
z3PI^uOx^CqPTK|NCrCX~uxY^TU!)a0r)v@Fe;<W-x{(+?^>;N7{9Vni(v80ByF)^f
zc=qQ?s#}9)Ng16`>B!8dUwuH3p@9s{)&)Y~9lFuQ9qbEEw(Ad1S4{PZ2p`fNW>^`L
z_2_<ZTq(R*s08@qj^0J7Y1Ca-Gntkv1;p-oY>3|S*N~r;SJMv?u!StJsAo&1HlAPk
z@xpFq>d8yEW!eAAKLB1gBP4%<s>uajc>IQt#~Ub>(guQrkwD53p@I`ZxE{uqY}H^w
z1$$za9(jfn5?A-hx<GmEqt{U{bPHvNH``}Te_85{bVz0gEfex5d9$U>h+lmp-`dE<
z?w`sB!_*Cop|P#5>ge^50Xh2X7?k7qY|kV*5i^S2^yN;My4R0hwcSU$u!#4SIh5gu
z=2bd%fs8uHARc>O#8A9MzfSbmAsoEJQAlR@Vj5~rIK#Cc!RjBu)Fie(647xyRdbXN
zPdD0k2U*-?tt=6p5rX+I4qMVf{M}bmoB>B8!rDwQ-hP*v+*eEJKyMETusJ1eNdEK8
zLYtU#>&8J^M-aFk>%<4m8&}Wr)QVLB=WETr@-b6o8-1<uoxb%WhK?Bd)Wb~brS*r6
z3QUsLxVi6ahPd$a-}y=;GA(;cO~7s)EZmMHc=g0^w?$;4gVoJ0xUm6F6bs#gFg^?M
zy$ge)p578C!kj*>OP2wR7`z^IsJ_NLaWIbPrj|^0eh=O2sR=MKcP8~5XFoCIz39WM
zW0ed@zc*c!R%ig7W-$nD;UmJs%)=%&{h*(0iX!ExLqw;H(eM#|9iQ;u2lrSjD?8l(
z_%Rec8^Ll0maRl@o=2VRi^>-nsKq<YvEq?5Ed^&ZeKC#yguQ#%ifEFTV$u)(6Qky2
z-2d^p)&^o>%B^P)wVUjV7Cur}p-#}bz}$YMo0taDkvi30vxhXa(YhLJ)f`yWRghTc
z;azW!oUW4BI`|3D9Js5OVK5Kfrr}Xxe<AC}lh-^Qu0K0;<}1T1Du<=DJKH8DiPlL_
z9GV<Hn_f$#+D8(NnaLJ2v%t@~O8UyEPF)PN{sil<0IQ(M$dO;&uVz5M=W&^qS${G(
zLdV60LopwUPsA_GA9fVL8_gVFL|&vkI4N+uKiv<fvMX)6Z!2C`$!nXRPVnRS=UL;V
z<_>OFF?AhIN+N$x4u-GnI--Mn71n;i*2)1FNMAqQUrk!A9;#xhiiPb3X4Ro1tujm6
zRNNJ}m`yu?dA_Eg6d=YNT}2G*?%a6Msy3+o(Cam><BXncw3Ki|bMHu)(eEXLP6DW4
zX)496<^a&fbqB&Y;%8NxxWeJG7xmkF+xokq3<xt*-J^ts7wgI@NZs7DV&o{P2?~<^
z@k~p1^R}#TZc;`FO68S9+PNISF;ycF;=1ujy&|w%cSb>4%<lP9a%ZxwXPMMPD8wk}
zbcem6V3XZPmbxSLZJV;|XC?*biy~c{=^94wVjZxKb(PPU>44rX??7PNp9z-mh~kNL
zm+l@#1l2^ob|nB4<hbKoWqAD!ez>gRCOIeTyk8UbgnVM33%H`s?bUO9e&EKVcw;?z
zQg?05)a|1lgQb#eFxn*^b4o1~62#0HaiKQVV9hI*Cb;oBg}DyTxi16oR<~zy3iLne
zs4m7>l>6cliGObX7i`dTNssJJYYX=ikncd{@EOv%;kLK!$c6;|8k=7GZhi(>P>&s8
z6EY3^(Q6o)^!n=A_hM(ns!ZEqIM=^bDtM5w?8pLu0pBcAa`NNi4#2g`h8R5f?oMD3
z2@%;Yw{#d^1~F~P?vK?z7o~%@GB!NQ-9Hv-hheT8#7k8}7R>`^vlqXM2&@e<6AJ>1
zB~qB*#;wJq%9Eh=1!su~#XfIO;vL4Iak83_!^#?gL-{c#_7lfk5<S-8HXN#kA5?+9
z_Z=Ce6n@9Gl!g1I5Ke&8kbGk}fFX-J(l17yNv-i~Jb})<#$R1mf>W1-*eK`jc5d8-
zz20Bkf=rx@IMH%}kV;SGm`R`m(-4dc%B_K51|tvax-fmSu6tCz$Bc7Zp^)H9i&!Y^
z8=R#(Yr1B{yTO*Cw@cgp)k`-I0=CRbB<%-H^7}+Nir1`|T~>qpBhq3Oq&Q7P{^e`+
zLp0OL5~<e%5UBQMuorx&G%Fa9GZo#AT;L(??vq_pIt;$bb^<(_?Hs0(ZbhoE5l(n~
z90Iy$iXMJdZ6~aoCl2gW#_HGMMFSC>gc;h0=~GiTX*IN4Y8xCSSKPD@b`TeJ5W1ak
zd$&-M0)x3lzj4=OdEgcgnOHZcWLfM+C`CN>E!U!w@&yZPX2$v?$G!k7V(t6!no(3W
zJ8NHNp6Jv>a{M9DEKa7-q5eTGWQ7kJ1Hjex92u-pAMtjqY4F<4Q@-Q0D*1T>mi9vX
zPitieccxS3{rS4x!VaG-n)&PN-~3zw7Z9i4dK{A%s%qK{wJr+dqN2<K*iTPV+VS*+
ze+~(ifvO0d?cg77)-V{2toS1D{Fmch!}fo1fv3;_o<E4nEV)fR!s-~HIOC}VBU%zj
zCFp#z11yd%^f^pPnE+hGvC`t+%oyeYZ|K$~t||r^HI6X51Se)J>;x(6JiO`bPWh1&
zBSb7WNw3-%6x^A<j+WD82hR9wDzvc`h2;{XWop{p)9>`OQM>z=h3h#xd|d7lDQNrp
zK5Vk|+1KvXk>JX9Dds4b64b2YItFxH(u=8z(J1O(iM)p?=U|9d5VOHSQXMx_rqw2!
zEfv)f#pKGde<wl3Nq*mU9I=rIuo0ctS9DDv7D<&Zdq%d3A#PXP+xb+Hi1g6&hT)Vr
z%SkQ<^LmO0KAV;4IMLX3|H-Cq9*1Pv-Era!feT@P0C~4L2FDl!uw{+7ZVmxxDNDG}
zZvF(fzTWlrTZ473uSH5V?|!@R94&!XHXi1xqH9%)S|L%_PQ{DDRC*TfVqpNd2MJ|_
z=i8#_*5G=esrX3E?@9daSHQftepNhpv;4qllHbx7xkfKeHX%+w3I{Emd{m_!lDp3M
z(E9_IzmDhXep%?m3q1)w5YFs$s662@e?100DhrNl;}F5acK!DP%E$v1M#ZGfK#(Rv
zoA??&qfzLeG|jlCJcFJg)4`EXhb;{{A|`{>m(#1!$sF;~<pbcmX80p00HAh1C|xt=
zDjV|j^%yg^q$g%AsC55?+LDBq__ix2j%84%e~rYdlH;`^nNg$Qc8+8&lg;@U_PePo
z<p_({bXLX^+Q`Neq!1q+4%R!OV*kstkV8!;<r7S54R9vkt~Gq+e{#N4u*1^TBy?a8
zLH!WH+`>VAB;-4}Y9lY*kNFG6215T^puPWxm9hR<6}sOsD0Y#wq<sAkB7<%E|FW|G
z;<T0*9wQDZo#C{96!A>($LlR2hI=X9-?0UZnv<lV(?Pe&$6^odM80p&IChBuM;(%o
zI_^H0*4#kr%P>`P@@{IXh4|<p<r7_f9#>5IIaOBjy)-dKBM%-01B2_o_(vlUx4DZA
zkR0N*HNONRaYMN(qT9O#>{v$q+)j&hPeFV~b6=u^Yxvi~?@&!2uXnzXDbbzgM_B%e
z=+2%{FE%|fx;<HBf2pxv`lLzT()L7>8JQYGv-49{^#gfmqT+jByhlD1Kt0@B$H_cU
z;TxsI6#aw$@L-GzBkbNeNj0PB!G|A#e+SM$1mUhF@+a1_)8={?ymNDqm;)X=H^qL*
zi}rm;Bki~6EHVKBR*2VIkWu3F!gmgOlvVD-ttW!IQqFgDu!woyS$h-G3zq(mh*q_}
z`296X-syL`9gn00uryiBx3n7BvRc2de6%^rI(NZP8wWqsSWj~?7Kg)1Su;C4faY*l
zI^?(^WN6D-nBJ_2Ms%8)C^uRv#XPrv@#f`nn9PSZlY>^KJ5aizh{3|I&ks|m8r&oP
zK~Y(^_A1=FR9+2ioxlAk2%a90xtEm}`|2--vVcqwn$#!6A*PlVM~XEAuG6ffV9^44
zX@AT&&|#rBy|Bfq&@u>*`GlaYp~<XaGl7ql>-pghdPEuUgs}0#BujTeC9TJhMHs9S
zH0jiwI!TywRj~w4NA{gMB*hDdN?r@yxy8@LZFiOY`oCZSd2_A};&QuiclZQ8F!kI?
z`<dza2ChqxllFek9NQoj&>_x;Hm7q4wr(ONL2<*H3XyUr!KT^{sTky$dsLenM;v=X
z6Kl+>(oXNJvC$w0VkOsAuWS|0)$rr%IFLuyaz%va@RJ_$ZchgpDreRm?hl(PxF9gW
zE3wG5c4r`WB+5Y3n^$HN_pcy+{7AF)qUuh9<d!w%m6TD~Jw;6v)4$vv=Bg7{X`2pS
z4Ay;dH7+)uLKtrJKlRlDPZ4yT+n8DE4-xcxhbEE~q}Aw&{8_`$=B0s5B57s-+oXOp
zDhZRK)JTzNh}o_85g+W4r(XzKBbe-k0{<yj9#1-62c<;9qYW!d<F9hZc~S-zVM$4$
z3=^!oN$gk?hAK>N!#A6LP*fAFn1Tej!ek5d*I7xRTU;Ag;!OE7^i`IIw*MqjeC@wX
ztN_5w?_3M`J#8nb3JM~jjU!v&QUJ1}PSQn>h8BeRh!Rc~H%B0SkDMo^qBKmzSyY$c
zG=~i3xAzj3lMM0b7L0Lu^(u)m;_#F%AsJ6?p}s4(8}B8u-jBo?smDc$1pqvq6;B~a
zKaSsgZGz&e#)~-$5qO8OJdVgTB2*fZouX|_@m6Yi@4TU}4r8>iban$!afoIal&()_
zIy^)P?@DrM;<Mlv$9Yp)b7oh*&FWf1dj`qU@h;LruLI9`gwX`xfYz-@0!4g~uU+v(
zl$|vUP8gFWuD8C-1F=LwP0gx;P;!pKo(m~K!>fo|?uIb*DyoC=-|>BNTbL~fcyR=D
z0<rD-gE_nWUj^uCkckCgFCMtwlB^ni^_B-F>3a|-C;dHxb3*!r<{JEJmHU`|dD2#q
z=JD~<Q1QZ+gP0h=Ungao@e%3upd%7`i$#jm6W$#Ob60M&4FiNViUYKkA~|0Wr~H(I
zu#YebD%WfG<KF$~wn<)l(1sg2G#g&Oe+S+$$4g;9CEC}RSInl>_`n%YK^w%tbr|bj
zEnv7iPaCMiG)1oZBhv2{4mwQxRaiF6>)bCctNZ?BK7R%R1XXFZEZ<F@_VZV7{4_ND
z1Uwopz06Rz^y@GHyiyphq4|ezq#eeo|L}w+F?$30K)w@Xi;}Y1FUH8l?d47fd-#=K
zVN4cf0-9l{mOSn;H+GeNHTnJ^(UC2=T!bu>6g>}CpoFDd`dTG?15Gl{73*IFs14UG
zrI!ca?3<a83J~{!Rn&!PGo$M+WI(mA|1gC_gD8}{)Tm1$2K`?+oZs&6zYw@b4Z@ni
zXWcNIC!|oGfC0W<_3CsNVb&qe#^Ja~`O(f>{nwt9I&>Ej3A*x4oXY9Aro)?9Vfvyq
zvKUK`fuz{91G$5^kEJ+GXicspv1S*u1h+!HTY~%H-e`j>EbgjYDO<me<h6&D(AZ(p
z8opBxrRJoRbAUX!u%0~4*V~sLo_-hk#^Ow>z^F14_vWh_*p|Nol(XkJ7WNk@pb9#F
z9sy$Ai8iDVAO_~qwOcBz{4_>8Y4}bwT;ue@l3`VSeKWPh_M;H-?_T#*d!Ne2v(L4D
zEE~~RSZ_k{_1y`IH3XrF@ycV1j1uR2fhr~kr<e;t2!;$`;2VJ2w15e`GfH2}ph;9Q
zIyNkN-?D0!#;`S`@GQwg5{jQjAG*-CF*<73Rr);&MrIHQLG^|HIHQd`7|!r{Cxs5y
zP(O&8w4;8|oq$HmV*uVY9Jz+bjrNRzsb+K_y}c)9Hf?KnoXuq6r|42(GXpm5$a@4!
z_4j-+->z@xN{T_w)gT0kkb#dOe&(n+g%m$BC$v{7XRLO$1iyA0CAc|uEprE@leck#
z`s^G}e_^=D@8w}ZF*Cgxw|&Xo*dvwZY+JH)BFX+lD*?!x?k>qMtKQ-LF{v;Q$80rY
zZ14`G8ip2#cXi(u0!&S>9|k9*%HJ^u7X@e0zSp(sg2u<I#Rex4Cw>(5(QpdiPtb<?
zf|%vHuLcueu)6he3aL08`IB|OMekDC4UMDvKWegx$tbCS-DWHLCyiXbTaeZxCcraz
zdLuSFW`vR&5{Jhnw3%pD#O#?V9jPsvLM#NZ;J_i5_$+bjN|~5aKCjxpI|=s&p9+sK
z*}}wfR}1KOXH@`u2xx!A80BvK^oeWh!gE*(q)aM$sqg0Hw3xpkPwwbX&ChQqa#Xnf
z=-n!}#71h?UHhOLNrOt-$6-)Gu<ByDZLdrQ)JDEl<jBrvRreg%Z7=JEzAfI?W_9ds
zl-z5q^StJC?*g#{R@1|Q`_N<YP_GX3roHJL^drNN+iOP^YrTXLRa`TO%bA#pAdTox
zCO3MeRg$SJlp$+Y%Im~Kkd3f&2<tItv+8M4j1FH7tZ9~cz2F;W@0;niEGZ2!1^S0t
z_-MT7Spy_Km{(K>h{@c&4-!)3st?Q^(`Ld%N6ouogn0~$M4PjYj?am#)XfJtk(S5#
zrfPuuy&U?RPMB0l%I8Z=5pO1`A2HD@NPX`Ffn`{Ret&ze;MAM7J~~bzOomg(u??}}
z%^e--%^3j4bV%0yHAgzF8H|Y9x5tZBcO%IxA<yZPK%6B+6qZi2hUQ<<aOBo{m!9ji
zS`Vq@w<oF{Gh_g@@))1rAVuyG`&Plk?k;roiL}h%0Vn}~^zK1ziO!TdUCRoms>vJZ
zl)p3G$SmMVoML)DXpU^xvzy-887=GzepEg6J%I$^eFOL}UzU_q#3aRTWvRHu&3*kI
zDqZ1_R;H=yq;8ZTbe>^a$?{WNKnkV^cxQSyFGdBec|gk;IgF(ht6+WKnl8Jup88ce
zn7diO7nBOe>UHT4`eOhH<-+JDd#(<#yFYNSnq}AM^II%cp<Y)w&9`$?)veo-$tbfF
zO=OuZ5ik%$AHOi3OQB5i(DTp}L=5Gp9bcwXjm=K*mFsKQM0r2Q&kMFr0I5dW5i>Sr
zsbgzf_G?*D(68GUc+n+>e|obIS}WDQrS52mADzYiR9!^C-C5!;iDKCCXYe|z@jTz|
z_@!8^e#e1BsS@c|$-=RO#HzZ1sMMNwMh`1(z8JIe1^+g>4YL9^VL+zq@lh;$<l;y}
z{eN)+gDP|ep<giXGz34b`wu1w(d>!hJSqnTe+4XXm$0LpFseqbVo<sh7G`JL=!hn~
zT*wOpA>ho;8-=QD2Fsz=Z*eeCf0-F?EG&&SoMtWJKI*Wu9DewzRg!&(7x_XmI^fiN
zS?4~TWzmoH@Bqo9j1LBRSbC!w&t}iTL`>#ldOe<7P_NR6AE444?tycB&au}x^8A1Y
z@GbF)HGr3n0FHskes_DEI6kF|n;1ss$TOQX)UL^Wq4mEH`2&(-<j}ok)OJ9S+@Shw
zxZ0jq`n2n-;CXDnwmWuM?(~{hv$M+aV@c#mm|)Gf1X!7pM}ZlhiFb}h)h)xZ5Yw`D
z9ZJxppA(fZRcMm_CA`Hj!n38|i$_6yNC$D)%@yDSK6YQL^k+Y+NqwFOjdm%CMW<)<
zp^He<i@0E#KVWj$fu2f^RpZlIfSDcPP_2C;X5gQi{t;~Dl9sMyRZF&9Pg8<WaUF~p
z`xE#4i65s->q`c@?$t6`5U%cBzlTyPKKCD_F0Q=V&3%VB)n76itzhSo_EHt>hPvYC
zs_B+*J|nKDN}mF5lyG|qr=1H}T|=F;cVM7Q;w$3W01H!EXma2Hh_s=XU30BYOaS^X
z9cwo0JG_WT&lh_R(n844%)rCw^G0=C!@iXP%xsLb6m2X{Y;jM6^%L$|*UuwbW~<Ng
zm|T}ORpY497OP}_-eBj$FB4yUi5Hno2=s)>3q2l-Wkc3P(rV3u5<RzP)>THBj87@b
zm?nDba%jNy?|OGXuRT1BP;pz^hH6eAa7H-6&yYK_zq#|0)wE_inKEq0^*$_JxFo0(
zm0@YW>yC-aEI1%`G5zC?TulLtN)R1N3@|y7E;ec)gc2~qVWX_s!^B{j1yw_0oj4@T
zc6fqwu`@SUo|rnx)Yy#&ZAjG3a>*yQHF!z(nW2Gw2Kcdj*yoa__7f|Xj*Yun=vn&0
z>_FPG<a{fS{semb$I)uTbHA;@*u%qcrlo}(X5WAl^%0OS0^tT5rl)f{J9wr<D^XRK
zGF$KQu$~#FHm%+N#^dKPs)VbckHPWUS)ptg4udwI`uE^=Q9iVB!XMS6!#~*nY2S>T
zsGwe5tAl%2#h8op?^6th88}0VwrbS(5Hh3?*Uxk|_FB3O3pq*_0cuUZz?Vl~ZYH$1
zhF$>_h3^YLw;=6*B0KW`TiE&^sr;`({(qxD^8c;k@U$hbp(EA*`L9OYD;9m{0e?&X
zH@M_~3Favzj2R3<eky<AJ}8wSIUZdr^rv+VJBBn8(BQ<&8QJ*n#n7v-i2A&Gfm8L3
zrD-ITq3Bm9ZMz{gZIm9y<#35O+_)94MSUCfcoAMuhrrl${z|v*hRUen7U8PigqfWQ
z6I9=H;SZ#G)+#iXXo?PATDq;Qb_c#O<RK486^Yl&FC$&lX<4d&B8?gFcOk;QsY9Ub
zykaFZ!OZN$VG~D_zM?}HHPR{<nOsM^`}eFw{_IBR>&JrHa;$mkJ(k)VCK(1z*@PBJ
zli-Ep3-wissHMbI@gq8yatm`Q!jl&+maf*-d^#|>5tL{7nGRzJ2y9lQSDc@3RUlAz
zKr#u@-g3i517#}bd<&a+i|t=S`5W$01xR&s`vtF7puXhh3Wy(kXKwF`sX|W)YAzMH
zHR$&`;WhpOrr;t4#k&BUKCL~O^uA2OCzH_p9h~o56$uK6S<u28=s%+SZ#!M<oZbYS
z`Cd^Kqcj{SKG6#LqnAZIq`)_+d#|#)_E7F>Zw*?EF&ho$U)1a>H$`QI?69$1yvKG;
zmJs8w^WPc@WpGBe5ZJt%_bdmDsSDT7q72W9mH8$1JwNUl7+yR`qCFuFb`yqS>l|U;
z|7m~D|B2ri<p0_zqp%hkf&x66phrE%a?Jk?k;k^Axry%^-bNV<H*yU0buE2N8w-if
z{EfgYq?Q|$!+(;<oZ?>DUI?K#buGv#-eatVj2(kO9{P+(dw;Bks;qkzfRv>3Ww?=Y
z-Nhfviso4_S3T0NZ>@@IU_<I&E60P_C$z0Pir*-hLTDG5;JhG)@eVeOdUKMU99eOc
zkbNNf4T#APJDFBo3JtXru)7yyY1Xn(2F4Q~GO&L`!EFc+TG>V?ratp-OvFpNTEzYE
z(iSwOeol<{>(DZeP+#%MO++(<&qEO3-myYzYZMHYLMfkg5PeP%mVpWXd72-ti*ih-
zmelP*7+pOmTT~?&5y?5bJz~i()9PW+O8P?}N)IO@=EQKWh2Ur`Da^Klq~GmF3R2KS
zN;*2<3L2Mh$MUUa_6znmO*E6*y3nT%;ogi-{xgs@)j`GO5Q8OMQX6H0EaUMuop~c>
zt1nf6-UP*viUP=k)24E@JBrtaI4g%xb>RH&3+pf4kk*>rIxZzT2Q>bTv4e19_3!N2
z_HI#UU;l?mFf$@*zocHnnKb4xrntPW7h`0OVh#|4VpD}%W}E+J2LStCvco)fe~K<B
z8wmyZw3HUkRM+-hUsGb(FNW^<IcvLV&^br~SmBg}iBL)&u}}RxkQCMB(B7B)5tfJ4
zSo-ou2I6jr0>O8UEE8yHA_b15F%fv7!giIe?0I>4pVy@|ANCf`;YqFpHhv2$mRk~V
z-33HqxDNHsc4}-5exo=3(NR!O4A4YeYLzCtM{_h8d2uaNovm$qvqx^zdtWZiov71y
zeVsS{js5yR0#jp1ecvv4WAA5Of3xWQT!1-eUvBr>8cbidT@Kxd`M_R+gcieKLf`l}
z_r0{?mCqK=PM;Mp3+MG7CLvU3z<v2^I<QG_p_}KOvYqK{!PKF~v|!&l;JIyj+I7}w
zfGu2_Xv??WGJA*QXj$m2oS?JsKd6Tq_bAuJqKnCFwowK%+g@ynj3`wz_tl9b4M5-f
zA%SnH7}xX%`NAs&Un6Bno`G5MAx}k*!V`ltyUwLnkVIk@#?=m<kW-7b=A-V`nXq*e
z)ac27%zalPX^;u5+7A)_U~w6$8>EEIjHju|y1Q23E_yO*%H><mE=!~U%Kk7)arM8F
zg2F<{u@VL0-b^M|4YP(?PIwTbv$ydbo&&Y94Xie9v7Bi~8N)PJJdxgx;G+SDZO4Ka
zTc^Ss675WpE>Tk79X~}+l1O-qm31}A;|rh;^^w?H+IL|+WBlY+(~E^7yfvwRAEC?z
zv#mgFHI|njA0q25*;9{}9@AfdIYm#GLrFlZCBS_Gs>qa>ksj!BRN~Z2IvaqD{)C(g
zm49R2*ElCmdx2<qcw11jmlq)A;)OC=pRfg%ElYeKy1e(HtMOSI=#6h|6E?}xO^+#(
z0^XwPW9mZcwhz;bv}zwx*$>>dAFNeHUp4V)j985OZXJG1yR@KbE7BJ}!b|(fn5uj{
z{PmbgFXKeB;**H=nzNbz4O{i=HS0@?tERWUs?W9pHt}*yedsK0%nPcuk>kK1l#VLP
z4swLD$-xjI0FfldDb8A$%wctmmJiHb==cn={2nb)#ZhZ&_{Eq;?!MV*EvE9KWoswh
z`LW}J{R>JT?!2?rHCq10)=>D&%M{to6SoR@AF!7q6DG(1<=3xS-hcEb2IHTf&BK_x
zFAp0F<R(gNT`Wu8Q2fcxVIJ$te8wVZP)1=*RM=@Vg-;dcG~r#JGai3Wwe8{hzAhMD
zo=0>f`IfAOiM}7AU!?bZ-8d3$R)=ACqAn{~Rzy8p4Tj*%J27~Ta+N0^lt&Y67D`oq
zP`?peq56fMlzmeDM41JB7?DQCkpg3{s$#qUR6=%H+W6fA%B2hWsztZEc(>pQ17rLU
z*|kf|nEM3h59t8{xxr}UiaaT~gXLId>A@nC$nhqLs7j~u8meWb4<E#b(w?rkvZa;n
zWyhHL8VOTSmS~4g4&no^qzq49n7uUe1;>~Ew7YQf0d1@-LzEpM{%G^Mnf&;lE?t>$
zh7-IlBvVEyi0`|4#vJkV)x4m&@3Xw<#LXA8eZs72@>w(45g6qQUqnj}5(!0%Pd1#u
zvbH{e+#7AE(4&XM+WH!<rRy8!p9?Z@J8M4K2@q9Fn&I3ZA&GJY4a8R>Y8nxQs|A<p
z)Dp_M#%~{{YI3uQ3fvZ+-09gT+S97X>Yo7^_KIc*SW+~1{SG^ztO=6(O){U)QG)(W
zXQ<e>&<rUxfJ)OTy-R&gEe7y@^w^xoZpquMJ2lwm(2~L|a=oauwHneJe&e9xuYFuY
zq?|RXt&%GRQo#H&^u}6#%Z_Q~RC9WKiId^U4%Xdfg&~rD5snN&8xN9CoD<W`3LbDv
z*xD=qwDV^(1>k|$oEm3iKpAaION5+!Z=O37`#~>YsYB+PX?CmdB%E`ALUP@f4k|bC
zp!G<Ay9=cRUic`KLGt#XB(ud&-i{O%LN5lm-KqB7NF-uH-TM;)m8a<#&bXczdNS_C
zu>7Vu!fF8+sqZ3xfX}y6qfbirJI5;|0Az009zH=#^{`5}%{;MzzTggzF11`LrD*Bl
zh57CrF*%RiI?;BH2iLguyr&Bt`zt6#!Ed(V*%kU+4#!sXDP#WYmwxwH&f^~R9DaKP
z4vcM5Tq)&!7tRv9$b-2M_3wi}JFBk^vzOu6Gra3FS)qx{#H0{}81YLNIjT+|`1q-G
z_J&+HjLZcmVB(G9vF3@@;u6!Z&$~dVdlWw?U?T{=Suo^H03rU7X9$2gjn*3s*Cea+
zYq0d{7jI<d8{ZmDH{>QwUZ7*dgBqeX+_ilk^!_>_3pio=7mB?3HYP&EcPsZD@4hv^
zugcQJ-7u;j@bwPN`%Vbw19x?H;@jamYQY^H1W7p>P<2qbowfemC$-mzN^I=^`oAZn
zL0IXwWL$-O6n{uUgk^1;tA&UX=<Nb2*B(CW@W!_!yV5wdAtiwB>2iH+!g=r*-;E6+
zH_O=T!HCR^T4m5~(zduX*v!0*0nTgDZ|iJ<FXBD4fBORHABj!=k9!*S-92riUJHf9
z>`Tei;zaqrDqZSgXTJNsZ6<oA&|rG?T}~^ZW2|v8%u;_8BgUTw<!bWkWe=|B84qB0
zH)FJ!tp7&C5M(dhPeePGz)q3uQ3KV8ejmH6Z+p{2W^LV7QIF2IMQn|@x;n^auK31}
zj&sJK$(k~?;5fWcV}vqAzlvmQDvZd)n!89{=RVZ_@Bu!Nll*XmN+4jG%yjb?RKJrk
zCO_{zI#xTiK<-}k32xP2Z5Yn0>%ySNN;2zL7+Li0+&<S-Xrua%b9?AD{QjD{{_ygK
zORRrN>6VF>;Uw-L@`m<sEd1=6bXllDVT{)qV=B+qGVfb$TfiWt_&|_V!(CTk!U})<
zyAA2R7jN|-HY*Cc8*|U5XE+pgquB_GbScbTk6p(Z;%l7aN&7>zanS8ELUOpM^pX=}
zaoT5P0_85tg+j`of&XRm2;3`O5rdi3bxr&Uyo0FR^+K$#Ks$d}bt$S)F^fv!Zz)By
z9xu{A&F%bP1t>29vBh^QG9tnL>D4^lbfRh&>3$s=WhnH2fQ^=mgL_Y&>k5nsKbb36
z#(3gXos}yJwrCRWioI83G&0h|jtC_dF6e5AyNJ(J^~D@p-5cL>y%VvEb?y<NtjgMD
z)Ul%PdYJIQuHTYWD-k=`mtO*Fp6q!tF4PFdq6n9eCm%-OZ^VrRfTF5~d2T^9la$qo
za25i;cc$u$Yx)%zgsdK}F24-6!wvQzX~5h!hxEkAccetJ`GaiLoc4pYrQUVM#TqZ=
z8rDoOe({imaW9#{n;8}d=X~VLIUN^3Ub3aNt(!O$pJ7M!_tjl_^yNdm-6@yd`N#Jp
z0GD?g4VT=W!({UZG{Z9;(xqh6uemHy6UK=8e)2z#jEM9APo3KDsv2>7$y#*>YJbzd
z_AEsHE9(AR_&0Unzv}Ma?1EqRq`sF~FniIrLt6iFuQLAsa|znd;B<;U03DrO=mpTv
z!s~kDom!yT;tht%KfcF?j}Q-F6g&w=;gdsc7aPaK;V=2@G2b^E`lg`gL<V|*?MmUY
zX1{~}AjS_n4kfq^`46|jtqIg#3VHA>%u`TyKtIK&@3fw`q;v!YGtUGM{zk!LA;$yE
z<0d|Dk14-JliHc|c6q+GI5=_KPoKn!AJ#qBH~tF8#BfmB*&d<wT)i|(vRGO+$ZiFU
z&F&2BXAPF3j|Xs|qrN8xr^XXA7m^w2f~syjdICR)Oy(l0&&im#Ak>r$nVcKjs_Q?(
ztO}hLp!o(*zqD*cDN9>NS<4M~y;b+1T3-%b^(~;m_8aM9;+RhDTx&Bkx((5fqsSkG
zl8^QS5DoIwE;TCO^k8pgVp__VMNPr2c{p=Abs0IgCwbQ!uY{K?WFFR0)Ag?V==@q7
zGcJyv-lnS;0w$D<`LZE<FHzd5b7VMQP~7-2p{}>Nc_HQWU@F%NwuO1+-u;z2*n5V_
z13wqk=uR`@T3Up_GuSv=S<E{u0pi0!i}zrU%f3=8R`86?d)jNVRLm$re~)}rMoY=o
zGFpl8?c45Hbw*vUQ`>T4>d;tQJjn^By&#7h!5qT7fc1<3pGUM!NtuqOSP9e*XwZEu
zq-1B^P(lXLskQ)*&fBz&>w98s&GKm6P94*f)*TPP1jNydN@)GG%m7bO`l<+p<4ipv
za6A6KIa4pBfBflkv;+y#C=~0s$M^g1tj}XCPXYnA{j|v2W8K7&gW+T0h*zPu)BmPF
zjAO%R&5+WAiiSJh^HqQ%VcsEW)y0`YHX#VU=umIZm{PUYTYoN9O{B3s8HUu5K`v~y
z2NeRRwANw~-3W|XF=f5a{W>v~F}Af<n*t1L%!)N0t%RJ)Zv=7qhwR|N25B&PUe~xp
znEGe<qeucBuP6Vo?sPE*-&dAmBsB`QqM7O>)7KQT+optoT!UW1F*Laoli5eHI>a_s
zf?INVstFHiSw{X@zBDz}FpsYIVQy;%JnjauId#X_WRep^#IDGooRQaKxIO(bvEC?q
z86jP=)U1p=xbU{xfUI&SE2U3g2WL>d?qY(uFLEm*`>Rhq0jh3Vl*fFr=Q4Re#|Epb
zoOzms0eOxfCLGL}q!5|5Nxke8@RzgiFuN9e`(ZM<{-JUMFWhi&4h;^sS*xETQHpK!
znWJ#!+9fL_hc_n(Yj?YKWDep0?j#v2Mhs`~ZIY4yMws-nY$~()<mj&Z!Uq&13Vr>e
z;EmCByaSh-$N6T6FsGj&-XWMwTprRckx9j^|MKmG=WgOG{X)_KoAdU-JTSt@VMC2o
zh5^KRuiKaVRzWAKKP8kcqr{6Q2~TR;$wZt!I+*WJR&fSOZ7PE-QM><U9S#w2$v20S
z;uJ9JgNk8W90GUIlrALZa@HA%w~fGyltsu%r=GhRRq^)1{Y6K-8tIO5PFmNveCplI
zA5e(|F%zIZgMPhl;&+Z8pIg-`dm8=YWx}$j&ZTcTtyO^RhkD5Pc4J)B7?)W!y?(u&
zPPjrkOXV>;PG_6U`C^E`*qW9m27SF7yv$W$2JqfR1lbVr$bXF4Xns~cU;12lm3(S*
zN&ppcx?J4ugDz_q!ACzoXdg5%QEdmyKr<|^uwcA+Ns(NvHrj|#Eonzr8Y0!1kcE95
zc>qbUil}=nM%M~Qeme*0VV8Vg8~fRw`_b16e)(3%)IuX8t&r$o{p@Eh;!j#dV#&XV
z*#RPT;(|`^2PENqYwHW!aWRT?V@I}RZ&BpBGivwmgc4kf03P(y#3tj@CHK5W2Mt(v
zKb5#`v~bFvT+(N$Ijw`;UklLstS-KG#n8Y<!B=ooy2IqJ@+3cAd|}6K2Xt)r0HZ9d
z^QrAZ1)g&RRk0y%X}yr=fsdyzbH*=k%!pHp4wF8+!@E!UBI8}m@P-S0q`X(V%)7&A
z@_Ju7#-wih8=oLCwyYSdJ5<Id!#)$OPELk>sZ&hQp+{$Pgcw3|3J)pzLZo41mfab-
z&L1l=_Cky<$O#R##C!37*n7*MINxr~H@LfdfDqi>2?P(Wf#B{A4Kxs(1b4Rt2=4AQ
zF2SX7hu{v4Pv`&cch~GaRp*>KQ#GIFbK6sQKeFz%uIqOhGg2tZ`#nel&$Z+0XBBHh
zb@?4|SN^tPmPhZn2Fo9VIPKDi+QBtb^o?%+fdU{c`l_eDH5`t((G<_7s_<B<RuboN
z3afo)ewM0RMgUcv5aFHvl)C7p3d+;`+tRbMe%U#}zyk7c;`%p0C(!-2edwscx#xks
zjYb9$eng4Y!*Z_oa`XWrlv_yRg`Zf8b!eG|35+b0H{!%_RZUNdt<f9UdeY5rKNB6o
zN+*&Mjnhj|kcQS^9=Bw0Wi<m}><T(t_Cg-f1d5USHN6S}$47Q*aj8)Og=FRHW*oON
z=am?0+FR7+Wfy~`fiUMgDyI9u56ZB7g~^*yn&D`T7a%trm~$<?Z%2;B;jJuazEzf6
z+n&?s?h6R`FA)e<jf#Z>a=FwVi;&aBcjoRl+@I;WkfA;kor8og<@Z0Z4Q$M|+aw$b
z8WXX}SrHAhpc|=}pZjK$S%Rj4INF$S8=_Drw?GRk`41{-27Q$(UBMo|JsxOZdU*9G
z_WjUNbwY}-4CZb6u(j$J7W|dB7{y2OY!b5NC)jm9<ff8<jea&=k@U_fa=!6r4*wqO
zzNq-ao1_Yo$M^GD1?+Y8VUYpImLk47XA7&en8X6AF;6tNj82t(aY*6R)t#^ePr;K*
zBvJ#!Yoo(4P5#Tg#a%de#Negv%Jg{T>fNeBY0*bO;^JLzk~AC+Tb9Oed)>*pjX-S9
zbJIYyDy$aV&fXvAL+Vv~!s*wobyc_%5}s_;;v%f;R-OKK0E`&WQx|;q=TcaQY`~}b
zEtndwi~jmosB2!a6RUjeOHU3rIX4v#vh6^~Mm$11vWsOP5u~whd-%nXynV5y+8r6u
zo%^DRPB4t61C2YZrB>oQ5(K#XdBw~wJnq{zM}SG0({120$K8ST3PBGXZ;NJ^_q6rH
zVYFvop1%nwRW&DV$uO)tsDJzXTJ*!Y)nJjdsc>$+eT(!l!(ThLsd5q-T059NMioo7
z`ij9Ev<kiycuerFtE=suopgqLuE|r>z~V`l%D)DU{gD%KbWRoEPe2eY3xod_NQCw!
z<bjLs2^Puh;0;z((jl)~H@1@?DpS9kzx6COJilgMlvfR77DsJvPk2{Mws?_GZFgBt
z*B$U#`}~?LYFEuajY;bRTtJl4bokduC2<jc0puJ)AXT5++Kdwep|>Io%{Ekg(<Bo{
z3ywiBR01w9Ui~&#ZACP>Ee_OO`qB`J3T=@ug_#vul({VsJNVJBMx8KJ5KPD`l03Rj
z@)A~_u9X$udoqH<fl?iW(HLFYvYHdCBg<^0a82_0k`lCTu3^&NsIDpo5{2_HjcoIh
z*DQB`kbbu~h4x)6MSa1~V*l#h_Xf=LhI>!~{PRtVm8sg)4kD7Qm_!UhxjDvAhjUEV
z8(}`NVm1ZY&oV-@m;TPxO~!?!nuaTZBkK9zbAa7vn+H7$CTN9q2)2>6swItI3)NvZ
zomK~6Fw&2`Ef9}b8@^_z!ue`>I_?k9Y(HsjHuN#VXdMuN`=w;VT#kF=jDV<Hk<RU_
zZx~5cRvIu>Ld3tO_h7vpSwtl~HXb?&-)ssrP3Kq~u4y~}eod|>uZ>xmH6i^lhq$>i
zB+vIHg^4p~I~ZrEvIMiUGa`fZYy3>cuQ#%2X>}BppH!qwgLKzj$KQ@2o9TF;c#tnc
z&^ljf@T{<Q^WN7|>0>=&Uph%%23|JaTZ@fHkRHM_D+yK}vrD(NWf^`)^Ia4QWu*9p
zX_?pEi$R^!cz)~fajWMt$Isb46E?8x!eU*WxA`GA5wgBddY!q68UCH;X+Qa$IU>L;
zFPyv<dV>-wS|;O7xLMBm)|$Un!z<!1Y85W`@=zV-;SKw8b7(=no*f7d5rW9J^(Z?c
zrF)Ym;1(X1@AZj?f)e|=3BJ`p_L+5X+W6tD%2*}?;%J3K4K_`4V%||NRzE)4@=vQU
z)T#4r9i|SR&k;5{Hoj=IC?Qj9qLbOtGh|N3kLf2@5k?MvJcyY3z{fJA_JffYb2-F8
zLH0v2JIG*h9gE5NP@pSL*X-#BHL^JsGJy`bv1;#z3#UwYBI|hbP%{F}YS{+$4?3FR
zew6c9LE&($8aIfnKW5#@Bn26girp+Zi$wml*VcLWo2WaJ_(&$QHp6fI6YIQPgFqp#
z($sHB+E>-?kZpkZ<QeDMC?%nXU^DOq@2RYH4k@u4Lq+Tll9eaUgt#ZXN`*?#UM|;p
zsQ*Z>Nie=t6$xAokXRU{p<kf-06ym_VL`r^-QI{E!~6_qS?5mb9@4+T{lPr^bJvY=
zpfRud%OGW{0>*D2cb>I?ckox>{ekvCw(67`EVNKKM3q~-(GYo*)ZFhTli)Rs#x#;{
zv5Cd|JXLy==S5}!w=mlB)uFSBxDI&4-lS~2JNBX1DV7KksW%aU@o>dWm(&a6)%ZrG
zc4F^ajy<aa5u}XkLOj0{_6~Aw7C=S%r4v8Ws+OlYvx`uFy$EesF4fzlIXJ3=Xcuhw
z4v{}zxl=Md2q7?aTX}0Li3K=3|LSIf_x{=~s3Dnlg?aJeKHTWW<5riiv)rv)grCea
zT3gcXnI;8oISB<#S{%K$?yG|afxh_qTV@t25p0-a9u2D+hpwTcntiL?{M-tD*hL~Z
zcKmH|3x|pOqg}e{y2y}NDRFe<^w4#m=pJM=ZgMuoWZOTQwA`#@spH8TKJs{R`Z4Cc
zyW`ak%}!rgcThc7g$%+J)m>zv@?h;B${)9cRjBv7Gl%YvN#4CbSV|V%<k8KtV-ZAl
z@c-<_VP^P!<s|m4FT3x!_?^Vi=iPo!LrIRlIYR)Rw0$;^iIsC&dlmC$(F>>Pg7eEN
z1V5qjAm`WDPY;p>Moz$QVgcp(J3%iEeKusag@diKJ)IRJ)C)?jPGVfaTw;uRp25yH
z>7<@h7VBe$48=FDWUdG-toq85Ix5VY)TX{N(xzPF2dyo(Jk8C*c#<mRKaoJRA=8~|
zGZ9g&>86Rzb$GBLk~6kbLH$2ojqWOclYSA5TV5$l&53+>kb^^+b`<R*n>UH;NwF_p
zIr&;KOVtsUcmNC^+r*plM2<Q=we$1gx~1X;OozIYw~f3ik8RE?J4TGvlJBE8GSdE1
z&*Dsd(W4d7-I#c(7#^6Q;#t5Ouj>#5@d*Nif`7GKe-zLcf7KWfCy9+jG-!AN_n|gH
z7JHA_@{8#_VQxr=UikDHIBqjmkf<F`SpZW%eh5%}Tfp4juhnkBc1Y`8>!qCXr!ZQx
z3`P5VJ|ylz;zYbMm*~nuB3lQ^5`FRo|0p-k#X(h6w3&7YZ~2hUBOiPHg%x-DDzojn
z{=Rvr6M~BFwLXvG|5RYj)N_%f@JBLsc0`k$1$W}!xM{CaLbSK}XC-EM!J;QYp{caR
zm7tMo;<t|bEy1$`u<~f)4_GVo#seb)t?8_KxRg`m&FDCf7Kl(q3ni72oq=AZv(As{
zaU7}s>68r9i|skT=A`Txkz_(wVJb)qv0bL^N8UC>%`bBfzDK*A3m1#>j%*erli4Z9
z^)gzXSE~`)j&}-f71d7M7J}0vVxR_{UmH72d=5|g?0AP-42qM{sv2Lve_7>MLnx1`
zm${P*x7v4U_p+`ONI}aKQ^4s8yvSlVNayeXL+>&oSo_bv^pwME3z2S;oKtSwYISW7
z=Ud+K%GZr%SUAOCOjLOL^W=azJ`<aLO5>Am9RAtrR-(3)3^f)unl}9?MU}3AJ^jv9
zbD}yB1X)wpX^7rCIuyDuV=j|u-JI!+!JBB|FDOrx&_|}on(s`j5JqyJ*;W_Ji?(oU
zvTS15IDY#w<-ICev)j7JBTa0Q<agkLTZ+tdTl7}GpH0=(YUSn}UgYM~oW<Xl$5Nak
z;ym8Z*}Ft9Qo4<3gFW1HLp@lS264Q1`eMSY{@PiwA0k)@`=nllP8RmdC@Tn#?EPlA
z7F@M|CEWWaWOUX|`W=K?KMHXaB(bz5(~ML4c{SAMtkovBQMFHo?J8Mfig>W_=l@zB
zzpwMRC2HWq?E!|u1V2g61}5_c+abo{#7+VI`WdeUjKkJOqe89hU1Ck`jgU<~0z*)J
zZ#W05A!(SD4ccZ>-Ep|Ma#W9DFXNKY3OlnR{8fN{ji)b$lTudXW~Xv-OCy2PnZYFe
zLWpOHZGP8^XAo2rFF{1A<f~F<cYnyrIuaTg3+rfbBGQEi?_+ZN16shDB1w0UE~ZNl
zZD@EVe`_U`H*&5{Tq;;<qnz_da05{iftp%N_uTSslGHKHvR$+75(e(g)*sNK%5~CQ
z7X|4x33m+!*N8ATdMCD=*)D_>G%+Oo)0{pc7qLe4JcW9y_phnasyx#+_EX4G8r6H)
z@lFHlvU9UR*InfOM1#|D>cyskY5z00hs*EEnU)6>XdlvA{m*cMyukfNL1Agvp0VMq
z!He3qco4y6o*^f9;B~ILyQUco(bSw;p|LcMh~yWBOFJ4o_c{IWu6AOa478~5B)KsA
z4sppqqGzF^Z)$@cV*^EaeXrntX^X0$B@_EGZpOf_T!i*!HG6>f?Jvz^GLJi)&cSt>
zS%zevh~rf~-YTq=7mgmba&?NI_Q@xWy3Nn;u{)173Lb1(!~m!Go)sMtXCaJae(vmx
z*|a)zjUQ{@_H=0Rr?Ux^R-KuQYs!`z;GFh~yYddD>e;rjR%wr+@aSxgtb6QBl-Z2l
zP$KT=X_np_l?vKkCPY{HI>3&T*cg-xds7VZ^=)1eVQxR~V{X)KFDx!PVut5`AbvY{
zz`OsJGrdJS8uP5*WPPpiv^gx)PTBZj=CS&`qE2oD>Gwa#Ai60#wYMjB25VX@fTN)J
z1Jtz$0y{D*j0v#^oH#P&3c_GmW_?J5Lf_pif@~N{m0$lDf|NnOn^;+W_&%_LXQL#P
zlnC#y$&XgU=iAhqQ`6+@1M8z1WjmYov`t$7J-hF-f6kLQ|5;f+)OeLngo$DHo_(wU
z*^kX^W_fQcB*To5SweCzTyQV>K5E;ir$z_2)M)SeUu}-h|H{lVa6i)Q_B3{DkrFRy
zrk_?<t!PVWiS3Qh`u9AACTA7qRXcaQjk_$wNeDH7e$3(KgA2E!0?slSISq*83qLrg
z0anTqA~jURz|JH0z~@{dbC}}(aRdMF)WU73U_-)^EoGrtzmY@ewTH}bTIAqIqO|%#
z4s)33Y2K@T{3^wF&cG)Dej56kSfqfHv+s-n6hUuZc-wjKYLNQ292Li;VJG<Fd^dBt
zLf!%;*8M~1vquQVrBh9&n$JG8<?K4o@%*SQi1CZw0t>P{E&FmmA|O`~^CHv;Fc5mk
zE7YLUwN`!!?rpetk2x3ICg(-f-(R9F9eo_>v_`?HW)(rwC4G8Mr!5FyO=2C!=Ck{^
z>aPxShflMAXbVRWEo>kZeAM<Q=p>kP*g#}oBl6KRPf8^eZH<f*yXR@yQ;YBRmWR5Y
z4T}gsnHh>yB!gfQueC67pV2N*aG9n~60s>NnA!&V^o`-=H?h)?+{uIT?THavOU-vw
z)m3)XKs@>${@Ks#L7ILCNcbqMOm{S&ASAhh=d*r2b<q+9s<$E!2nrTqL4(w36)ODq
zw|1DF<l(%jzGO$LXSK0$ewCW*5B=do&gXZ*+?nJCStc_=6IZq{mFGKr>D)#AVB(gO
z*FDWU11`49yAP+|FD8@+w(jURN^bD5X`f7LogBmq$j&fJ870;E#D!2pM6hYa&Yr&k
zZdcnl3|r%A#OuDuReF+m676+y!QWLxfN0N@2dHFbH*LQ=qx1lB?CR3iZx%A(iaOZ$
zPOc$M48Dv{-kmDHX8??8cOA=lPu{^)ppJYd=PjZ&u3orZYnC;h_>Py4EdCr40-iUE
zD3Al$eA6lcbaKX1qKPSAK2$jJ#X$!pvD+7JsQ}79v7@Wg(v3y|2Y`>;l_sWYih5a(
zER>7Kqfujm*fWH69!_!dJrn6zvfGtwE3+;<DB^}&C+Mi~E24Tso45<Vi<C5~A^j=*
zH0PYZA>MR3b%-~XH+TszN8E1l@3c<}<&j-B17!8gcTVskmo~PYln5@{Z`--mGTv`?
zFXM3<T61Yo3o3ivvAVI~=(D3KnVwULBOa~iOh2__*o%%Xjrtb%*)VcW*j<0LU+5S|
z(x`S#P+d{P<8VnrvOmef@xC*MmoMzl_!jUh8M&vZcHP;YRGd<Lg_klj?Eb@W=Z0-1
z{pO4qq%;4RKdQou#h;iTCU=dO7)QZ#e1V|WjR~#Q%Rx=RH){bUIRPoVw{N#C%q)5e
z>(QrNQBH#JF<1-yXtwtU1uU$rhXjR@;mMjR`Ff@CoX8Y8!v)bkt@zFaO?IYzdm$bo
z>zrM1X(yu>hU$iKm0+hatq%0#A#clet-PSKsde;aFWR}6JCdwdF~UMRCZ0b(IAZp{
ze{On_F4wac&}9L_HIaa+GA&z7$zNAG7UwiKCl9v;lGH;FWp1N$*GX)~kv{+Kuc`Ru
z{HH*(3WJr+pCmjI0oeZjz&nKyd%%0zPyf+K<i)R9j#y`;XNCgiW!!l~N)MRx6=J(K
z(48~r=J0e94PV9w5|FWnQ(M}Tftj(sbDSddO7L8vUQI3Sis_wqQjaqj#w>2h>fjUZ
zfgbz*_W8Z<y}F|L#Cc6+2)UU_hkX|dsjANB?*%`9oo|j_$Z-+FYjvGH^gI^qBU_lN
zksaKFZx)QIU#C4Z&)q%-px+DV+h@x->K(;AVFmOwQpn3OR+v1RthI|Ci#QlBTY(cS
zY^IPqQMLq^zf>t}g(fA|K%UN|{gM*@Ad?*c7<MXJZ#;rNBZ%dYE)VPpqk4a)n7y|F
zUmeJ^*v-+`yN#l>*Kn(Wbug9}_S&!;Ceuc-8RzUA_N}a(-zxU!^b&^b>q_)Gr8Zi#
zqyCA3sx&u@Fb>r`Z@8xWK!(B^02Dj6B5K9o^A6O(l09qkVnenMbnRY+)%{<KRtrsX
zw?Q@7^JQOy{7!9VE#y9l1rz+jt(I@KbU`J7o-<Q^$kp2{EOqj0hAQEW*eXxBk$#`)
zRIiApD}vA9+Cr+u13dv!Y}x#c^8<QRK7k#7R?=Q{IU=y&=e|ZIdOy6WW3~=?%rv}0
zz8hK$PSjr`P&k8!3x_wkUyV`y^YV5P$?h_KRCkWwsPK&ZA^sw=`n4p|TJVsBx(Sxf
z5_2`^(GQ$l{~>y7n&wvP2l2jgSFo6M!Mi3ByD9>}Vx|GF190P{`zJduZY+EEvgrM{
z{P}-IXDZG5N1ZHuZ}(F_mJ5{~%%}1}r+54nfLm6F&0i%EzsqGBQv76%*G;3*m!*Za
zP3hKR3`&Z2fUc41+k>OI+bbTt#`z(c`fs0BU^kX@P%L&Dx%#Nl*9-%pQpTX0^2p4K
z4@U5YS)mB_-W!E;KSX}LY3phY*>58Oxcv1TwYlkc%2B10g<8?K!ln~lyy&5J4Y7{X
zyuoqR&l7tdz@U(Dgz6OPE(2>z&`CU690Ig<-v6CXuI#mE^^>Q6=W11rUzU(U#I@UI
zJg1>xkR=qCb)4>w{Ht<xbc2aJ16^Ya)?!igoSqd*LWQbbr2k1cYo&l{RQ?O<O#QsD
zl%>t0?Zk1{0V=nYgf@Wm{yPutKb5fmAH=f%TW{e)qZ0TbpF#hAa&|T%!<M&xNr;Dc
zIv;vmQkHv`aigpz4nITENgA-?mhljb-uJ<=Ygr(eqav7d36f@#>gHd+g%Ugu#@@Jb
zqs=bZsZ~vN&#wi-a=7aMs9OpFL_&qBEG*{M_66Ng@vok7?zgA9_yC#935Az*`Jof&
zI1O*hAiBLjvgs?-Bg+}{-(C_ll+>Yxsv$5hCKN^@>6(~PJ3mE>DMDw}Zr7jX9nJnd
z9{yk9bN@L(<{2tQNlqo~)w5w{#c{o=t*-7iFgqKVG@;!%+zKl%M+aVBh!@DB;D~bg
zvW1~j#3W4Perd%IHw(wg%g;YM{Zpw{w(;lqJ@mtmc^ji4j_&8XHp^IL^p(Ncg&mr(
znsZvFH=DZ*s=EqwA@1cy;zlCZL%`;i7DYM<OBo?P2cWE8YYWT$s>E0}Zjjv~LE7sf
zbxBehC>ZM*N3B;@K~aJc4fOJS&qu9$hK3J}UnYPqv-{6rcCSLDl;~&XV**Uj+0VtH
zBvm`jCWrF|&nbo|vO_x7Z=__Id6gxDi+wb}<|EY0N*%@6xJqYN*PdKLHe6Wt28B>5
zq`U3e;q6Il$F&|dM#y1SVI;FTA73#u;|D*gSkfw0T~o-A^{4bpeelv^eseSO>q;$(
zg$12@bk5I>$dyWl{Ubj00=B+LaaK@b+x}*9Ftor~$j<A`M`0p#zL5Xv5R$DPlZNwr
z{&KZFxxTJeD&0zBIW6k!;Su~D!7%svC|AH|r(1~v5MPPnV-7=;+5z8Gvt5|b**g)N
zNFTE~Q=zY_rbZ2aI#V<eM@bh#EY(BQvRk;XWx6!e7J87=FK+sLi&m^|w|Qb49C|0K
z&>&|8DARdGz5ry4KBG;~sE2q<wg!3eQi}ViTKi#QVg!eW|GI{rAH1lYLk|0Gv`}=G
zwGb&O3>B6>q~@DD8;1a~XXCA;*LEn{eu27VE1TF0E)(;JiJe{K*KXsIB<yL@U0}MZ
zlWXV0;-kswS6S>+p*ISltQi>@s)Z$eHDkdLJ{u(4dRDhg_u;!QvVumQsKQUXr~Dh+
z8|*9#e6v6Dn26e{PC+GEc-CB(WK_V_yYN>`IMJ}~wP~C^OH=fTrURfq%bMtYYxP)q
z&1;yq>~>Rr-NqR<yj@H5HS*-->{pd>zpu3ENCgR}Q@cQt(VP2K(H?;9?VH(o-VOFl
zGZ(fJU55P%lXjqafpF41SL1JqLcK^hE4S*+vQZXeygRSiH(pN;COr0^DPp<?9!`jA
zp0K2FHZ16qEC@ACdSgZf65m!XgH}EPRu8=HYZlZ%Bh!)$`w*WlurCIcU*_B7h?nza
zjumlEY&J}74yy^B1#2ANLWj-_N8i%LZDD`q{<B~3y>n9v;1^IWsr`eB2xjg?qHSd3
zGcRI(CniYbEQ7VIw0Ejm#C|RLYeuV2{>tR*?`AAK(^DKh4n7BfEI>RO<+^cjStT|s
zJDOZSp#3|^_S43h4H7qZo@8PFzHdT}S-`S(U5Ocx^Y!(icT|ayyi7=mwz44EbUT0z
zZBR${u9LDWF7`t{TXkK^Hn<<wx&b3ipgp(RAbfmpYYvJmp5oYN=I%n>4)^I*H^Iax
z%T4+mbNAvW-}REyUPUe*qv+3%j1w4B-I#=OW+m^<igrD7vG|%$sK<KorC63qKO!$r
zHA~zV^>y(g^jhwWA<JOW=>Z*lhZPPQ&+!X&e8DuxPL15b;+N3>j8erov%zhaavk9!
z^2&TqMV2={9yGmxWfI^|%0*Uqp2j3fabWa>_8}k*i_FL<zx+Kt(t(kKtcP-Awf&ez
zWRA44YQ!YL{RzKt!E{c37Q1WP52yvY8+!tWCC&$}w?no^!I2f-py7s><=mzFHFPz$
z|EJ;C6-ny3Q_7Z5@*AZakU>1K!_`d?mOQwI;Q`@^^ALp^z=c0Vx&2{P;FVZFS14aw
zpH?hYiAjmzQ1{%@TIO{T;CZdcVoi=5I;IZ5F!0MsEV7wZ;B`V*@`Ecal;|B^OE3V)
zqTU<xX>$>N<;kn;#KCNI73qe})5(n@JakzKlcAn0sjMJsRZC)d1K7I@-k4yU6mi}(
zLBW!QAS`}hq<q}p$H0MY%k#gD8~q(Bp^zG>-8-)_k-3G=;%Ci4nMnY{Pj9!$`J(p(
z8gGhqqF-N|2XsT)hI@`Vne)ZgG1-a8STgzXdqD>M3g}pS5YHpSTsO0xrQ@`>_PTuY
ze_BsY`X!>*Yvv6%Eaa%0y8ZBAHwIzZ{XaoY1(z7le?8K0xMdNK9X-A9Qv+NKlO}P8
zb$-W2e;R;wYy4gH>YX&T(%!>z&Qwv12b=98)vmj-9aTG`H)OF#Ou0Fbl3kENW7VkQ
zg>j4Dm|e9F0+9zxeW`v)=X@}mNxVyTB3qZ~#O#~^uIf3^u4Gq)-a$9M1I;Z^_I6t?
zw&o)eV()n8J=;!Bt?QixWXo!kRFo7INtVa9f#qxIyh^klMg~}Lg15%oz*{32fXOpI
z*HFCvR^<Jh)$8SMScaY_IvKUb(%X$YEUAO-$bluHw3=YEUfBAtEm*x@re5}yyg#R(
zSMmCaQTGX;>3E&ZO^dYj*xHp+pKVBu60dPJSnpgp*SPd1{}|QvgCHC$KybwkS3{$|
z^MnY6Z@Z7XeCb%LmG0LziTwtn5pv&4B90aq&&kUYA)MBU)t1<WQ*?&=8eIO}9sM#2
zSFaS}qiCC<|HdDW3ockRjJk=5jGYRA_}Wry@cKn8dsvil4xYtA8(@9@)49>JCqF9p
zd?cSJ<Ya#C+3B)rsAMe3)@xmKN(>a*RbPv_PG#e5_gIb+h-^jldm433D82_4o0amp
z>m^NK1xag;wEXcH_T_e>4)PQ*JX!n3-Z_F<1l-R<*Mur4&9q}wMW~mSP&dNqSj?Zq
zqFXjMyIrVM1GrmH4S8dV+*W-Rc@b(Sq6@P(@dpb@STQS#z0b@J(`@;)4BScoIqTL?
zYGv+ddj1=cyZ>gR1yO+E>%~H>@p7!Zq%#KtI2pm5PZHaOPfg@j>{Nl8Vf)7I`<(96
zJSVW38HU7LOOiRKLwy_;FS=6<>z%(qMt;Dv%3|XVehFuUgPS<NJ~dc4ceY)0CGUgO
zW`9uV)5@1VqfUn8#@)W#3;v%#-N{mH*kvNVEZmsk;n7fH(QYZ^Za}yDc{zA#B$$|T
zqgn7X%Ai|({Rz<b2XsFXEV<U|@h1!H`peho{#LZ%l)-nRJ@k3)@`T{a?{ec0aby7Q
z<zYpHA&bGFCQA%-&#*!etgo`U$<*>-$b9imIV!c>c3^Q7f~oBIzQ?2A?oDpGupBb{
zm1615<A^@zz01ZKEmn><^Jj0ZQ8GMDEiFmP?2c>-<t%~kcEj@1w4(b$uJ~DDF~%Pf
zNEcr2sku6rVuIkr4}Kldt02RW{2Gy4NEQBw9t0XjY4LrHw4-{KGBN~QW7pdY3%;-$
zRkmj!?-y^zeO|6Mt{{}BYL7jp>ip1Aii-J68`51yBbGB)g`cyKaVk=32D6+F-kS){
zDYk+sNNxb*$_|}`=yf`}_9&Y;Yxw-At%S`rgs4JNw^sxAFO|2`I|57t$C^N{MjJ<h
ziC(Db7B<!K%YWKv^)*Hupia}3T|#~@GIjt%$5MU4Dsns8;VFX?HQ<{HvlL95wX2kr
zfysDh=M`I7u9;g1m*ZoOo!mrKNOB>%iT{8;{m!u|aLY7sQfYwBA}L>cnF0NPy3V>q
z<uqoV7{oT;ZdV~H)%#_0D2Pa_fv^p;2(1VAZnqOZpE;@@6?EG;0N0<ZY;n}~&RfUq
zgAH$_^pc~jop|=R4D7Oh=jn!jhg0b0;2ndn-zsNI#^>?IjxTBaD|av~99w~`>$e^B
znN8VUNc#nq9US6FfYy3@MjLB;N5*oio|T*0l#0@d-8zXVq?XpoZ6jT0&mg5QUz@;%
zU_Gld=JofT4mbA8UBX$FRf9&`;w%x&EEOh!Rj`52OGS9++gB%*Rp$>GS^}Osd74Z7
zV>_q}esI?YA^flb(Fs>ps`_6TSjy_Srn=977W)|_;@^;|MP&j$@Cy<Z3bR<G6qmEg
zCgTHc=yHNRj38&#CJ*$Gr@*uG{$r|;0NNEqd0suC3>R!~EkWmcS5R%6w#iZXEAqti
z)zCin4nETy?%dqM)~}>hP#4?^lF9Qd*2TfI(e`g&K4Z@vDaj@qqm9*%zWig@MY-Z>
zjP7t3SvgTpO!=Wf+eB(>G`+z|kMH5PAcJ=eX#i%DF7RP%hF;msEbV7hmgX6q@7G?s
zm)?{c6e5}QJDdoQU^D{*q!$<Vm#aOe^HhZ1n-(3RQ)O+*I})dO=A<C07^B(Ivc9*y
z({HUl{fa?A6saoVZhv&0$_j*7u4<Amaw&ob&8U8Z(t5Jj1Lx<^m?vnrdt{+?D20<e
zG-0BDck9aHSohrFG@4W?SZs2B(;$lC;Mi|>Ke{4X5-he>Xb%{FdTj6wA(wm+YZcN}
zv}>+W*dEUpqDLci6$Dz2OU{xxp=p3MRC>K3a+^=5%<Yl2Lc)rAraeTNvA#Cx92fWF
zNy(9cOw<LesGX<A?Q`GvBY%@{sK{+~X(vRWh3-3-FencVbA{2LUe)vgh_=3!_cD|*
z1|~M34Lm6It(&e5P=(cx;R$DWW21RZ^vYVj#z20cv0#@4=SsbyjDU!)rMF5CSsk%b
z@?024s-U(Aq8ajl{aEl+y4)m*!-BR2b@T{X&P8&MB?)l3N0vUdYtbr|u9G@_QqyTt
zQs=*(@<M?Gu%9HhwvXgjIAODm&kR7esF+U&R(wCX-4Qu?`0T3mh86&=keKs*W6!8m
z#GF=nEsJZ_(ND9p4IZv(UhG^On{Z#|8p0ap7a#S0IbiE;0P@mP^cVNCHu1!rT5+-O
z5R{}5aMwOZ_H|Va-heeGlaf(agE2R8kp0cYK!l=jZljI&K+&n$zT1w*?Rgn9^6b7Z
z?LH-siP+PG2uA!ZxE}G?)dKo$P+5R0&t0Wz^_$VT0m!Q4vjGjxCfA$LQeb;^0FI&P
zCGMKo3%|)B15u=xQc;p&zxa52<gYuCFogA2OyMefB1*DdZbC-|EE7Z7<vg5IYv2{w
z=%OzcYjfiD84mY5JIZQ?MzF6qG3{9q*&W0S<bDS_<J@j}H94_zVJNf5<YAg6^^BiG
z9iCXIWeOoLo1X#k$8L2E3ct#%<Gf@%#S9=opHw4TtAOK%UeN7lW)=>MdcYvDj;1!V
zd+)`U_gKNFe3Sx$OW$Cm3=AgxX=A-?Fi|`Zy7D&~D)!IMOLK1?)6&@9OOd%f`*5Nu
zlWqL@1MhX0a%SRmz7f0bZ9NQYmIHPi`mJWqxwY!kTDi~(f?J3AVEQ(%ZMmim@;D6V
zMHzMJ_^J0wnxEDGv3XL#Qla#kXH&T^GT;$yoXr<8-RMlh%um$*8E%u<<_Yml43aH>
zLS$KH-2On<&d&anN(Rm}B{WmWRYwsozG@^eTJjscj7adC!M6wTF(nOJ#j~2#8>6@;
zY?}}B3}P%HY$}SD18ogssv1VCrp2iKR;J>QdlLEFBF#({EinT{GP>0s8E8iiR8CrD
zNqY0<dlU;Nii2!>XhioHYKFQmgA6~to^Be-VUwM`$gR?lJgD!5Mzl!5OGBK#>Uo``
zCp{(9l0<Y}Zs(we6qE~tetlT)aa<>FZgdG*nO5qt3AG_<uJ^Q}TEvTM^YfIOIB*5i
zYi$X7OztX|r-Ey!L%}pL^z&F&%Y7F+ka>f!j-FWRE~%-=4nilC)qvLLd>kQA(}BHu
zO&l{|z3;7vi;;P1o2+-Y=j-wM_O6y4hd=0DN&VS{FbVGyrk1}fty2vTv5#ap{is_^
zFjDVG#To3;JP7oFCeEo@p-s)(55Xo6!M^>aunkOCRvEk}-NB(-xhQ_@v8QC1<G;kx
z>z1kP>tX|jz}fhQ45I(0dU$t=@>1bkvpZp9{7N#v--R$d2-&Kz?Vpn#GW(E&mbw4!
z0{XZ#G4E;%0an!4;sZ%u8M#JhLOhf)GuSGt<n7brNAas`vGwh?E+;mgHS88|ZEnmW
zycZwy^vd>>EFT>9K9B~ySP_X2Oq9Ih<t!UeL|<8;WBD5fFp-*t15k-%)(Eti(b<g=
zL&wmE(+L2st7`eD+jr8{c?@X=?l8=u#Bb+qNkbe<HB!;4AGYfx(_<Wunf>=O9kVTu
zU%hd~0}NjDjHu-L2VVOWC$PgaHtwyST-Lby+8QBt7xRK^**9AQ8V?)t{9*)mBPn1)
zR@T;wb_iGx_$<=wy}#JDab&_Ab)D;Fz-lim&QF&xJ&L_!#tv_NPsa<{GbZ(<P)MAg
zeUcicqg%L`3MY$x5zBQnx;F>`ia=2Ym1Y7m3*VJ~6{@=we;c%tM%{M0c;0EzZZ+%0
zJJ)fDA;7(DnLpZi+}|z5zs+pQx>#Y(5ib(PY<1~`_}u%N_uT$gaAa#A1g1sDb}3Ds
znR%`2#2_6wv64hbyeSb@@}Y>S3SRH-Im>dW$c<&EG-@X1<5SqY!{mS6_S4iNJ)1ve
zg7OnYsLIqxX+SGM+1%<nW=ba13H%-O?kc3Nq&)B+Vns#{Yq~VnqM1DC^%(Gnp4VfC
z#Lw|W=#_&OW?#()f0OS)nWyywdKiyS)*lz|>xRJhg{t$Ez3T`azynyZ*9GxHS)Z7J
zdzvO@+xu38FKki0k&i?u_Zm-*vdrlX*b$42$N42y!DULzZClORI-T9=D@M9;8tnC1
z7sB{uyvLF(c;dzPP9Gcvo(WycTtg~{^C^2bt#_lGaJ%~07iB+pPrls=3T^q=J*?h-
zJ~XylY*&sqPj3&G2|&|x@yMUNX+9Ve{tGzZ>~n`9UDxh)P-bom>#BQuB4N9ncOkP0
zGdW5%utjBLgmc*mfWxNR|F-`<J+m&7_t9>$!S+0oiG6=N@WMDk1(=h1z_t_yF>5ai
zovBEC9UTnbs%l6_V0`kxxabiVzZb*lx8P+V=1Lu)EF)sutFjlI`7u{24B)sr?P5n2
zRN%80hBzbVjPrpe(O(7AXy8djVAj@W2-h50+w%R_x{xdi3!PnD`V#~E5#!;a)&Wxn
zM$bt>O^t)p;S^|V0==<HetwA@S$(6g0u@;8K0!#5B7nKw7e;f_we=qE7Qp3iTGpV^
z)6OdL0ID3r09d11KL(}>oW|UReGOVPbNmyLs^$p4{NYi8R#)z6bzcgA3!%0)ba8@N
zU!)d+T&Z<tCF=P*pI8$3o$T=dE*7cmG&ffc#lsVLL5!<z_e9)ix9o#wjyo2F^V*Vc
z2I$4u+Yx<NW8lL>P~k={yCbn`Ty`cWrlG(Cv*O*+5Fc)kD0LAoDQQd#mgo;EcdfEH
z8rB<9v3m#=h>IG^f5?e6q5Tm$1@*13HgA`m$bGVQ+&sa6_UiwhE;J$a&L?`fYX-0H
zm9s_IR$v$tKX;Fe@JKPn=|>h8670CPocreOPh|J3uLnRGYtYWP)$FB(<m@FhD#SpR
z)o904`v2YO^Z(Gw#RsNmq+hc``@y$UR&*`VYUdV`mQPJPV^Ob|&>XQi%cr`8083m~
z;UCaG?T)J=v>zQxRZa&rD3QNL?c^puaVN$t<4D82H+T5?u|p;}EX*e@Q(v`Ch&qJW
z^uKqe{g<bb%CjeD!Cx~*jwa_zCub+$ib_Dyh}-}4tC0+66(t;XpofHu1|2PwGA3F=
zUyIX6@~ilpzk~cgMVz!!D1C#bd!*Dj%C-<tMtJsujb)qlVMzwr%(N1&i4VTg&WoHz
zenn*c?y7J;Gi-WXmOu&hI8FcZnY-LAsUB2UAsXYUO@SJAs=Z9nJrSl>nfiD@L4Gy6
z!*XL3r-)Rtg81|H35r-5Ul%mC&yT}3I9^NiFS7WFVpA(HfFQq`jVWp{AQi(N+UBMX
zxz0AM2MU_ZH0L9y)GUr@mJ8>GN^QZxQUXO!tq?r4S)d5C!fD~G*~<od8=fLxv^qr6
ze6@wQN9v?&FGYw@FYv+F52LBkP5f(_Cn&Pq5*nIcS0Aq~%;fP(3kNe9ajtF+h)vPV
zslc%YMs218VGJSFZ<W5Jls51&!Cz5fgap?Yn?cAafxjv2qrWS5883(P_X@5*`+3yY
z^o)IjNy9PiPa%zSVW1pkpD}2GE<`G{54|v}i=~t;lSTSFUzG`m%MzQ9&ErG8W~h58
zY;3<=ppG))JTN(&LI#fA%r>tw(Ng#a!FrjHO{r7Th!bP>nVq)>uh^>*?3&<UYz_kK
z0MZ7I-32FfP~-QLs7HrnzAvY@vp^B-o^Me`bU^B%PE+){8zjIQ+fU|;+Ow>Pzt#hI
zfLSY$YweqW>-_@mQqmHr|AjwnYQxX_qw=Tq2@tUpaEmOKRAknoe$QHx=x1T7Qb3);
z&oV-eO<@7*)Q8$(;jT+}%Oo_u-JvR+Z?i6<I$sGobKp@K;<lBw15ZK&<oEwtU{>D!
zwZN3(jJ8%`9^%^EHZCOl%^A!7NOL(m-AAVSo60C>^hbL<l`Xa``UoYB&<Kij%5du(
z-&kM57Qx?ur+Za8K*T_;WiwN<q*L!N{XJG*-TwOaW830)k4(~hZ2}rTPLiWi3|f)@
z0EOa`KhTjW<HQpm7GP7AGWVu4r&gEN{=(V(1nD4vleH-^(E284c*SX3*w1E@d{wC2
z9Oc{8@SV^yY_ogyc&_ZSdUK8($W9Rcv1JqC_MJGAA_HJ(MHkCM4d$hZ8!NM}PiQ6U
zUh3Su;Ph_t5c_UU`q%}lj~j0_4?jmIcr0-kaNj1h6PZlxHufOyG)B4w%f9;HK{_Y!
z+)q&6{*D#R9B>)`_K9zrQX#!s-MW+s$4dl`49gaMez{%ro}O)^Sp(ZLbXjqE;;{dh
z@y&i|%DqFc-+Av@$D%MxNtu)lG#%~O@^SGY1jn`WzglkasSbzYk~Ofm%RWpm$X4Hd
zWn(Y>Pk&7|_QI6m_yXf`1zPXe=6Lng$x$d8_{Ig{5W1-46`VU0QXEV}%H^Xm79KWY
z<9?|jZdQ6ZS6iNjgZX#dn@^7)h_@JXu5Ne>n;{0|F%%BI<9D`3tL-(rA5;Y9Q%wiO
zxz3}ZmM<uU2%Wtyd)k_J(i**}@?9qwely>g5CGNf7dz#Dwc2oQ-&<yi;I8XmiZ{dF
z9)@H0<lH}U;t8J~N8_ZGHLj@8tU{op0rhguszDov(kaTsB)sHyQGF2x8nIzZKC@nY
zbF<Z>I~bb3LfMKgNe_a(s8Byf;Gso<Z&3tIS>CAoJQ$B_Q0wk7YMJvKdz)gC7}bWj
z71QTr^}(_ezCj*bUm<-lqpfz0QZ=aFxPa2@fABwHEL3IIV@%dZa9FSa$fE><Df+u3
z7ff(MLE|_-i?I5RxTC#NmynQ<doqG@r9hqx8@vLzPGYl%;cm&6TSB4V=IYEJH+pZc
zhCk?vtC!9Mk;h0XCm^!O9EBmymJ}>@?%@a7&}N7FRm><n3bBx4u~{dJSU7~I&23}j
zf#9lSpxntyv;FpHH}NPV4pL6UGc|5HPyo>|EPJ}x-6zYFs7)-H?aChYWImtfs{RIs
z{nrte5TMXM*Syy@&>MYV4LKE4zjLx+Ahfwom%8EO!M_qHFvL*{yH(Hfb;<VnD)H!!
z$?oaOXR0Nk=tL~yP+}d=4?2aL9d+qo`q}vgV9nwo%hQoPQ|C_EKFpVEx%@BLB$0~;
z{EG%D2G;jJmlIN)^r|rCbY_<_{s&O>WdKQ#8m5RW3(SNcO#}XC=IYDgz_epl?p8{J
z$V9ygncYG=z$V!m4PEcyZZF4Las_ja=)TdDU<~-ul33C_dPv+`zH}jw^96kM6$x$n
zFz)=f1&iP?R=Xgjzx^91Z4l1LDCo>csUOkCEkl3H7W?iu0Sn$?-Q}RJw*a%#9B3h|
zL6Go?4HgSa6V~E0U^^O?JdP4qzq7pB)c@U&W1fgd6_I(u2rQ3}dsSbj5sQBt_h2rM
z&yN~Rsf`i|w>DqyG9IVu{b(nwyM!rk=b|uTQ3+&|sRud><g_l6Od1Z>D7grDB@@)%
zc??arfm?Sayivt`87T@SPxgd~)Y1bDoD8M-#6@-A@bAt|5qFO;vpoel=tD1@j%A&H
zfgxC`PY!FKkL~Fe#|Gey+-JTu{y(rQS`6=#uZ*fvg-{VR4Eno2W@r9oKPDm`sn@<m
zXD~jBaj77cZ!Z4?^=fBm3iNhXpgHz99VY%l+HMj#mlRd6M0UV@gC+-6)g$tTg7eYZ
zn@KU&1XSOVD;Bni{^*<LOS-XuNK&cJZ7amPx9Mkkt&!iJ@<rSpK$6n%4j4L}yafSL
zs09F>MWWYn8Pqe4L_w2o-J1H)c9Hg<RanREsx&!B$Ghkg!F;x)H8(~GLpxW>Cude(
zvsSjM@nCXbz2Rv?`zNR?YB!fr0wLGr(H6``ObLQzFQVc68*g#jX}FS&LQOY11-FSK
zX@j<C1s$4~l}G|J>NjQ9TFE-ApoK+i#Wu48m1-H&)IE_UT^1l1M&pO$oSv3G8s~`)
zqIV``g<jHHaV0IDYAy3o&O+GtnO5uatQ}Acys+hg4H&3e4ku0*qFCPmji9B7h6|ga
zRd-BkAg6vZqUBj&u93~y_jGKF7-sJytxrnc-j8HD2k4NHhyBVW34}We+YBdyt$Bgb
z|CF*uL=oW239Fr|(_~LwRw9**y^t=ob}0BI^Wo$iwXy$D9IG44srF>@WWQAcq8RJ-
zCoK23frg6#5s61gN7b|_L2`e^_`PDoGzSTnZez>Y55&U7>GEMHPsgH{4_ZkXHp{c=
z@Z;q;zp^2E@m2Vciz+kEaHf7RDZ!?9%c(bvX$~f;Ij1@{DnV5##wCS4njIQr<P|Gy
zQqbeit2hFF9m_VNGk&lmy67JkDZrnLxHms_j3CAPmdqY*oSv(BA#>%{a}@Bs4<bRA
zw3M;;JX%H=8>pt2gyvEJ>*y%?VSOXG)L#H$qLV7-P062_ZA-c}!1OFU>oYP5w1`U2
zd<Rkg`N=lIMXm9{hLD*VjKX~b%z_HV3_zk2b6XXvTkeE2MoI&<qG4XtTnHZ6q<1W~
zE}K8`Ss-ok2S$iJdMaA8CP(~&x{zB7ld+o602N7Cr??vTfmP1mN}tn{O`8g*rw|Q6
zS$#{mo{~RxX?0g-Y3oeeH`&cDENx-;o^QVQh!J{D+RlH?Qm^3HKb`S;x;GRsVD$9T
zhxQ_rXxiXb4DP$KV^inEcomrY1$~>e_n(ZJ53KwS)#&H$c_9$y{*5wCXzd1-W<;zh
z&0IE|wK|ss*BWu893^}Ofczq;LhL!TaALeH-d!3l2d{K>MudzP-7E`RM;}NHFW~6(
zy(G67Kd3`Vw~iT2EQJMxbggekHt4+GCq+J<oCGJExnremZ-xVLKy9H%qt3e_x=RMA
zZZ3XI4UN*(yhmP+tZ*ILo>tl@%LV6NpcS#v8)m7-Nh8N_>bpmflK5?eAdm>_%|tF#
z>%`bWY#_iW{i)C^0=f761yr8qEZ$269MerAqG42HcqY&_mWhBg{1W+ze(^U|IIh!q
z2HuG1Qp5QJL>iB%Z-o~Is?sAAk0N7UI~Y1k`!v0J0QglhNG7ZvKOFAnd^u1)D6`R>
zsh$J2>vi5ZfdSBdDn+$xulWMBhv`a;vl(Yb>zk33w_^h{?Py^n9?Bp2c@#VAyqma_
z?=+uG^57yux&+`A(9uvCFN2P{1V6RU#5>sSv8O)>Q?wlc8q<9DL;%?S0BU&sT$J8%
z9odZo2G+`gE7@aC@0&OFeq$twp;mI0gd3<T=t+WRdY_D*iR%gX#Uf=JQ!3`U$+5Zw
zNmM$-VN@J4q88x*iphkFvQ;!C;g2J8eyLHB?G}pvQiGayzTDvT2~*?`^i#Qe31t|9
z^WH>xSaCy3R=>4(M%+;JLd;azhF!5V)qtZCQ#q6pAC9W2%AY2ckA0Olt938nzQ>}y
z0{V8-k)joZV8?EzA}KfvJZ4T$qPHA|oe`o;lD{DiZGgryGEMF$4@a+S5f3f&1TpqL
zahr6I7NcEO@2~4rA7^RmsK(x$8GyzW?e!sVHQL3>#;@j-&%O<gir=<73B2xW+KZ`;
z%#Q}icv(Rn!M%;0<VY`xF*Cd(2Xar(iUCGs7w_Ra{?RJFD_KTAj#aAr!dc1gk3%m?
z)ds=F_O>;7VpVLcN;%FdXZx#El&v|kt7)qnw1ryQZ(PU~N+fypyUP0?R5mB&OL7>~
z)2ZJxA+syFV~?j^DlUSTBHtuJi)sB1(tSI%KKQX~jxNE$*;W$yZD70@P1Mz#{YKnd
zmab(SRD%VxY{FsLzx%cNPeL0Jys?k8V<VE{pA@~PdE2ivw6Fr0|9+LP&#e2djY+8V
zhhENP1jF{ZO+6e0!<_}908R`vaV2ScOWxA^6YuthSbx0M$g%ut%Rn6|xKhQ+?MbiH
znxuav3bd|W?vln(fmZT1{66{IFepa%PTOk{4P4U9Ud|2b{VPMDDX6jum_FRsU1kWU
zRDt@rWf*cfiy|Ty_)q4%T<Xnf6NUVp>Zs28zwnDqd1CDb|3uD*xQG2abMuFzEVLR5
z!N&Xlg=qZWQl0%DlehifANsG&i2wZW|4rH)10ls&C+wkc!f;0&odu>bScNQpe$%oD
z*a_I3Hj}tEc&;)33OlDoAQ#IH+Jorvi2oBp{@_CZ^kzD~$g3k~l%|8!s4*ptVUh+9
zK9}c>fA2r$Y0y+~zN07R?pM*9RHNRndyMx}(rc&Ak?PAhaNemC^mTR}ZIdjKUj&=X
zy`uF<$a0r_9UkspaZ)HmF#a+o!9r3HmqI+}0ld;8^wd-w{VS7Xtt48FQPw38CD-Uh
zGMiEr?~^MGA-1p#CUAqYEz6XnoBb{T{@eG2(2TMtRgpc%s9s_5J?dXE1mM=Kz?QWL
z&WMG7nlvO(iI?7?O97=A!>7d-(vtIABHjTkHBWmP{lL{+qyD8b(w+K+y`|X@@HMQ+
zt2a}E_s^1S`WKEV1t1jAhuqSCLjz&z%>cWBQ{7QA*~~ZNG!=y6+c2b&*6@p_6NKp?
z>ZURw(HyCGnSm2+OQE_3f&3~-K~!{^$SNXlQ=o7x>ZW?b1|Weo(}m%OWgxqx-nr+;
zxP)hYqwnA=4Aaj<TJ!|8En&ZhjybxGSfKqoNk@xSh2{misU{aun3*lKLIgE8&@;)C
zK3PyWY*t>qF%~q>BF=-vj*B^-N!!8FGIaMDiF)a`cKPxwaziP0&9`A)9S7n~#u`se
zo-n=CjY;-J=kF1Hs`QNVZU2tQFq8?=z5{veu>g>~K_fCSXu%u}YKcL1b~%!6jnm{1
zwg6bM#%a@^h<ee8b2c?YPcCH3;jjmRDgOaOO%#%A#_~f`3y6RfKl~RXPS;-7(D#70
z?_`BB#qCt3+w0UF(6)>^<zZ%lTItw<SY;JWzrybnUYxHT+&ZGUbG91x!_GyW(JHQ<
z-FUepnj##=iI!#r&sETu)dQxs%NNF5{`ccCHx2&TiUrb+g~`jp!qn=@y{sihFFGNB
zAiE=quFJYm9lF9h^RpEx?9tkA7-&q_8h%8u<j^b;{4wa3)*a=B75^NaJZ1r?kKkh2
zs4MJ>ZYlzeLt&`wnj%*a{#QoA@0viE|8-mKlSpI!O8(GQ4WA$UoLBDvRT%G~2De>A
zaq37oTA+mw$rC?;);Gyc8AXj@fy+eWfwB0|x7<=A-z$BspA|%7MzCL@#eNEJ;@Ei+
zR4?IdtVT5q+JK^Qw#Jfk&U3F&!TLXljI9`-^bPb@PoS8lD*QGphl+xK?(B{xtEip+
zV`AaH0fJK^2F!_+Ho4RNs0-s%Jv@f55FB8Z7ITuYx3^gl2R-Q_K~TO3YjI$cB?Znx
zz!N;CL6uctI<8djGpAO$Z8vI;wlrjcv*e|QySclqSobZ_LH}cmkBpcJepVr*w5Ab%
zH~ljMZ&rf(+tbh()MTsvcRtkdV$^5^$<tDM<LBv(@I|O(_C+xZPQpA03<5ok2lj-d
zAX;?2ay{F2!m{<-*}88Gtm+?#w3pEz1I}*~2+!dXUN7E{`{x#~2kg5{sqPF=KRdH1
zc+h@lklf(=l)*nc+cqypHn{e2_U{G%J72#?CpO7q+b@`{+aNR)yK>6%n3OdsqNr5}
z<+apJqeeM3e666THHih8I;TQ-;2Q=5tGPwdmg4GRrlx=fODIAIafSq&-CFI^3jEG%
zEdo@!LR@)R#J*-f7gUEtAoA_ynlp(mOJ;ME-Pz%>tvQA9BqEZYysw4K9+&*_AOl%3
zzT*U^;LKwA=GiP_Iq?Tpv0hn6_aXTrv%T-<V=uW!A6hm_W0=hIVs3KDP?Glu823o|
z71o%dznRT&y6&a%$pIufSbSY!D~t*mf3M?+d@@R4iB>X4&V{)g3ca06<;PW9iTNcx
zO%!e}LVOf%L|e7e1j|R&n<+Df)UEfK8!i!mbB`#!I;yFOfS7KZt7XUVM_l->YAUmo
zt{|KMfBB3Ysp0_o)kME>1j5!gTFKw0$!&5*SrDA??WOoo#seUPKMlP{jhBri|HrPR
z*nilv``neZ*o-{Zo?5Qu;l2kw%~anQpAnrr<LkSU)q43i?|A^r$U9wmHK(tyUGXGV
zW#3-G&UE3xgNqDev-?^XtJ@s6YZ3Im-xMU@aJKRNpX!Hs`nt2aF0JxD7?_^(F23pC
z!m~dU&7Ist<#ng-owk|x2&4Kg^$T%4Nv6DSx84QagtWa6+IgA=>^z;ix@i-W{A}SB
z?c3sJ81~+h5BT@@vPZ@9{{_GD^&h>NZm+Q3qw0(um)+u}KQBxym|FE~%S!tVyOK_y
zKN;GuU<kZG*MIB2o9D#%4qm)u^ZcaruUi3ZHi~B}og`mntMsp7;Z2%zIP4{VwRq;d
z&*g1bc4Q>*#WXGHUGMAoXqWqv-1N)!x8E;&vu@6#sKhmTJ8mb<3b-We#j@jb{p^4c
z$O&b6wdTI3ukU-E^l2ZsYgG06j7S9VC>KR(;JxIJcO6(1KF9FY#pxeDb$1);9`a~8
z-1}QVIqskSqIrK={{BC*%w1gh#kvfOuFOo}IfkEG=H6F1(fsUi@xOMC%l8vbG_8Ko
zuCP6~^m?+VWC^qSjow<>#bJNLEA9qn+qtjMOWezNwlZX4vB1`r-1C$84KE~QaBxre
zu=w#oW_9xltt+Z$ER{c;-!uD*>W=fj1e}+(l>AAHzH!J*MXG3h^+SWV!Y&(sSry$^
z4cN8$YxKwCH~(2msO;08bHwOhMK!RhILMqnQ+Uy#ql?yUN_0#X=$CqZT427;G;l0!
znyvO@*M#{^+&0~J53w4S`ySvg?>)-@_?XhMsjMEri(5TT9kJV(^}faT@DYRb2+Lo|
zZ+>hHO7u31n>Qg^GvVnY_VoI@PdKGxgM(9Liu^o3ztjxy{Mfg%+C=I3{uaT{@=gg8
zn2vfzK4R7pD4K66&%C^U`ZQJXzJ(VQ(tG(655`a5uW1xpGr5f8sOlw~<frGh9la|S
z%6Yb2=G5<A=O>5xxniqA|JybM#r|3P;O>&i0yau4VK+6|9#48Hlg)SS$-ED9_p&Je
z+ru(3`ESC+NgQ{1XP^2|ZCGI!UH`?&P(3HC#bBRAx~QGI&f|XX)ZEa7c%^z-<Cfl+
z*T3G+G}(OcGVq$EuVL!q$?pC2O!Gk1e&rXfA5yof7}ng&2ueIUbFu~K-1LJoTw)y>
z@T1c=E?O`2`to_@opb))j%ePp<a1J__Mfd=cQG7uXkI0<bo#dkkB*5iyjI$Ht-d8Y
zy3WDT^YaIuUMW#8{(Q%(Z6O!d%{_5%o3JIDvvmRQR;?@Mev_tsQ+WSbK48gd+w3a~
z9$oT_xjXZI)(&pZr@MFTTKd#V`c!bi*W<P;uDJ$Rv1;7^$G1*xiqq=srsUV_{j58F
z%$3yLwsL!)yr27?57xbM6-9LdVmr!Z8ZE6X6OO)jUV6V-=lDV4wRuNC(^h$bccmWg
z+v+MPY;gIo%&RjIXZ)6TE5Dr4J6Aid@&rHQE^DLL(hE+WIHLUj@x=`qzt;VWFgn7<
zwNqqH=IVkM_SZMuT=2CY6jD>au6TLs@*%G7rnY1)?ma&W_^)?qd{COZdfl$Rr}DAK
z`ih@w1er1zaciuJn%BhTZOOfd!Pi%}NH0C%u|05yO^ZNL^~<W$)3Yt=IEtH{5@#%l
z>)&+6Lg#E)X`&9~VEId5r|BEdl&H9xy<laiqPDqY{5-2hcCcRHvC*62o<c5LoAB=C
n;oG9%EjS+Og!?Qh4gdLnz7DQj_(1+30}yz+`njxgN@xNAonfwT

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/documentation_02.png b/content/sesion12/img/documentation_02.png
new file mode 100644
index 0000000000000000000000000000000000000000..78992233c9f3f50206c1f9c24f55de1ef4c36b80
GIT binary patch
literal 36975
zcmZ^~WmFtpw=RkVcXto&?(P;G8VK(0?$Edg_YmCOy>Sl`Jh+755ZrF({p5^&_B}s(
z^s4GwYjn*~HP?J(Myr03ML{G)gn)oRk(ZNFhk$@Gfq;NygNFs5d7mu>g1;c$)MX_g
zYG;U#!3Q6##FfP%AQ}>pUQA%X#|X}Hx^55<sDpn$kfToJ<`57`ALOOPHN6ebe!}@<
zTRg#C8cjG(l-_S*eNmM}=mEM0!+mr8{ApNlSmSai^cy)Tsh2l=%z@Z@X#UFV9y(Gv
zdNL|hAuu0(9_cuM*Mj%py_d5oN4XKfrXD@NZYDCzYb!4=YidU5W`^@38;FL#`9T7n
z0*LOak)`mC`FEI<6BWw#&pE2E<Z<ZW(Ga|^DD9Ld|7H$845N+uSA~AK=jGjYF8O~Z
zmYuwkPaV=%6A5FY`fo_VX63%FM~2n=AkiAn_2W{|F2H*ja9^{~?oGa9n>fX5D*c^B
zdHlMbJP{9QwGzR--T^?JXFe3E4MNokxO|6jMIw5TMH!AsE6iLLkf8#iON@~ux`KQs
zTcoD^--7v=R>Q&zK2j#anAIbJLS@f}1;CfUQ(z*39FtNtbiGZS^4VDKT?dIx{`vP(
zi{ZI!FqEJ1D0sR>g&eSxvKlDwKE-pu9kB+*F-zmEZ~89M92@b{+7qV_35ACs+B6!5
z5o)2b&<2=z_xkG+ADU@Dr~+36#b{Du_*<1K%FM22{cZHNgVi=;*{JA{^ATH557pV1
zRTK6i@phq0xPD4^=GN!lWHxFece;O*Y}iW_x3@v6x4Y7<&WPDD4#P=A9-<Q^qB9pl
zbp&=cen5C;F&<{^epGVZQa#N(Wl)C5dfu%srGu|JM~x`M@iQ_bxn?owkC>*8%J_ZR
z?mHtqkjc4-m5-{ObP~B5pT>7}#a=C!R7yRk5ms;Q3h{DQj8dUSdGjsApU1{WGb3@Y
z=$n|3z$OWz$rZP1i4mxe2d8-=sA=G-#SFuOO8MINprqaVBL-2B<s=JE+W{~-u`jp+
z@{lg}9o{J*<6{~YIJ^O}wE7@y{H+V-ZZ;0Wz&oZWn|U#f(Fhqa%abq@stmI%uX4>c
zL1Nv@kJBkAY$*d1B1zL;)Js4W$H!u7tkZY2ZZ<~_%Fh6Z5h#YUXP|gZXs383ovQIu
zaNDJ~W@`H>jjzY!_x^8nz7@aY)pa7(ZLqaH0q?s2C4^QpNc?QKvD44&*ZEf~u8D?H
zx^>g+W<=R8E_Z`S_u-(0Zy{+-92!X8sKg0nW;t6;##eko)1eGOw79|ItSZWxXgQ8J
zb23f+zc22AF_4)_%OkilG>1*h0V7y*>cRntN5)e*V^H<5B1XN$9CV?P#>XkOm#M#_
zn2ZOYq_1vP{e6UKz2dt4FnL&;?X+}^u%8+r;@nPo(Zxad;KzBs&ApadY55EYyUgMU
zA|jAg9hg+^X6HBOH+|LO^S9^jRjmO27RYl%uv3O)EtB@95g@ER4Ci~B)Oh%+?TY|?
z`S6g2Z-KUGZa)wc>$2O}d?L~<M1?zWXurx@JuJ$J(o*eVB+G0vcO$#Q-TSpfr~WVv
z`P9OKlZ+(3M9ovoLZG!fKaO>BxKrb>;j7g*#{CH{d%ZxM^&!*bR%s>Ou<l$pz^x;U
zI^Zg_jCN;$4T=1OskGa$U*U7Z<5?kmGB@SLB}I3AOVJX|3@OnTez;ugLuK)v_or;9
zu?Mzp9HOx|#CW;Y9yp{RbUWU*DVrppOFF|%ni<h-=4U(m)w#~$+2Hc%LV$}3dagP6
zkvwOwW?LDvNT}zZ-QAQUXhgLi(HV88VEP*^EB8uj`&6&Y6+*3gqW48u<Ifr_cLo87
zNI|-rJP;=sIJIfL(VW!&8z_b|5++24F%Za&myQeSmYK+iU2phIcmlKSI}#&sJK-j#
z5`i`f`RKt{>4jHsOc0VJEEl$@{p~&LUtB7_#ILLr1^FpU;T}Z2%OR(>GxNWo#MzvP
z7SW$>oS~n2<%wR<c|9Nz)xk&pIm~h8Bj_`~T;kOL0(rMkf2diSWnc%pT&-Ux(Z?AC
zc`5LD<Is9{!wY&#Axgt8QawK30`AxBu!Auq;E$UGeqiDXnlhGlL37g+U762gR5W7=
ztYcboK%~6B2OkeWI=9Ssk&HSqW<%;CGyu{Vaa{~+8LzG{A?tU2Y(9s<a!){+?~@Gg
z{Bd&b9zK)9wfo>OM1|p)lqCmqOQ@M@Mb3E7=6N(k(U79+67fq9^iU&o+)B}RMuX?t
z1L1LuWA8&PX}db#s)>MgRxS>*imY$uAFt|wsiebDe9sTprZ-@odfuaBifV<s$XD*a
zsgFTS%FPWk5M)3;^d1m9$r->Ead_pa3Cv%)J|}-@GIm_v<(y_V(Z&U^@qXZhYabk!
z>6*7E;%;;pd^_TIMCwhBK>+U-f>XCSEROA}L#RdxkI)i33>rn{bR@byyQ;+*MYR`t
zbGAYq&;0)W9Hi0G;pH~_{N^H2@QK5FeXDV_XDtM8-}Y=&Om@y&R(x3?D~1ogi^2M3
zs3H@0L$E68#{vw7=Anfy8|%^GaGlE2(&YF9k%JasjB^QXDLyTH<tl^7(v64^DmF(-
zTd!Pj#}9T{7ZFUz3K9mgqLopUh>eS=!G?FCeH%#x#ppyD+XQP~MWmP<bDCXk(~<G%
z@_yq|=?avlt4XQ+yMuVue}XZ|(%P+&Va#}g#~tY$TZ4R?w<hB8GD{VV)w5+awcCJV
z5^Nx@`V>2umGGq}+tsCgTe;h1mtKefZ!)xz*CkWd!4ef8*SAhnUPTgWw{dy5U=*)0
zm<d-g@C_>3zhyrJAIF;RwL8}P<ohn4%}Q9-WTMFqUYf58vug`FZwY|{YyNQPG75@L
zL&cs{?FnPuKzfZ%gY&K0l)nHfl96cm<jb)Nl9y6uX@F*OM=7wLkEeCsVcasm6?a!I
zfVV&|3bFqK*_~I-I4ENh)p%1hXZZ@~oRbB<zm6sk26(}IANeV0x6HU<Xft+IKcY+D
z)Ns1J_w06xA!$~;$sx$QHT^Iej;keI1Mb@6pSaEHOhaO{Hs7#pf2XKbD{n5(bV1`}
zyYoctxu$GdBc8+w*mn(4p=$t@2*Pihs?jNXoh3`K>D9jVpj5o$i5dng6>i{Qk+v)|
zBdJUk5cV_jP*PXOF`Y7;{T%HS*gyUWbxV92NpU_e)#Yvarq1MdOuZr6i6jX5w<aMv
zHWxKPj6*YweH5xwVA%O72oKzfRFd65n{3cxn%j$C!8l>dYjbB`yB}j(Y<G5s+^jXl
zqPgEW*czhD)KNPmuTp?^v*Yz%9Z$|qhwR%{9phraPNUtM>S$TfW4xueoIV_V_DmXk
z5Ei3&m?uB^!%;o4K$AQ@TB+N#v-~wgrcO=PlA=algZ~qmUex_Vqq}6}E0Eyh;QYZJ
zdrBLo%TtFr2NK;ZaeueU(6fgMYu3>31`LOUtXfBA%wE3D(mqxL$MiQL-9_r<TE<kl
zhg0iVf6l_#nDJUua;EOY_x&#bqv@q%C;L42A6;LtEDvI)?TTO8CNRy@o8q1JAcANK
z)LD$ejEd3rvk6mikM@S{%&VQQQuncidM#o7AFZW@L=4+dY$W*q=2b6nUX2s2@#edw
z@Af7~jTS14$y4z`r$RnGt*OxHH@slcY5Ht0+=hb}qa{IGX&R7)A7`V#klj0=FS`re
zM&c2<yg>$La3d9icd;&hg$5+nEU4OAlS@of=mr(`LO>U?J-UE*O?%9s?2>673xpXH
zHXEKuT}Q2Ifiw{g3__G(d-Xab;NH4E@C?%aff^+%&A#K0+xUu|{Z6s35dQpOrhE{M
zfk8)-*Ai@^`D5qr*_1jv0}@Rio0Z$~hIE8?r59eS%eIT!-^@r=vx0WY#siCef1v7X
zE9pU%DlE}AEp8Eg1%fXQ++#xi$WFQHH{2E{wlK6RXx^7_GWv4;X~=IGb+W5zNdL;q
zDV^WVM8Kf|r)cIpdxXEmBs@h=^#3Yw>EQqQi5&_N^tU{fhztJDCGC#rmS#urS=}8M
z4B)xoD7!6U%KROee!vETb3X+T9}>popM_<de-<$B@|$?H{P<ozOqNEo|B1VQ7N+Uj
z=kK%1ux=I<Jb_x@U$>S%?tj|*oe+QDK2TVTOR!2EC8!=l1xg&lbUo@U3aeki&}aWi
zGNuqU%+Ry-a*omDk||1#TO|C`*n%akf^~PjK*y|%%cqKi<oQD=4IHTXNvM&>KV)rF
zNNhp|<g#O6oCAa7qMzi)rQy57V@x^vtpg+KYX0rFkVaZ!JekoThRwB1cAGO4E=u#4
zQmINLS(kgu5-tzn(o8I(kjKHEZF6ewKwewt$Fcx#+crL*Bj-`L6v`bq+z-TjiESn7
zu2|mQJ9}Gx{d(C_DTL#Gm<=2i;tb^bGm>poekuMU+R6clDFM0=BQwj{0`YvBIz@7o
zt|!?a?vD%WTe%}ko>jd+na$a-a^&%#^ai%FwKa#|{OK~LPir$FLUdzwVM~*@kg<q}
zJWqpS^PC^!%LQ6o6o{WHBlh!o<Yl9H?0%=i@yte6%uoR>>;()#C<&4&b5|;qFaUoc
zTs8HlIwMI5%E9zdzY~(KI>XKe`QThF1Gb034|VD7peyUKhs3!UHt_b_xJk;+C^Vb}
zRPPE&Y`EWH>|ipl%jarWq$;T}!$}=U<r1zXK|(v*Vs;q~*7#-%{u2`^k>?LYq!Efq
zn$}WFul`p=WTe4AC{3QFnH0-qMwENQuU~0L*>4`9LG=e;Ha$<{t|&5hsZLYnRyyG{
ziXXuMhEMx@kEUtAFq#r5W;mtZx>57{q^m;Z<>4~kl``QoWfp+awi9nez7E5+tdP8V
zd1{1B1?E{NY;h=l#cRE#zCe5j&o3#68ZSJumC7mzPvvg8>D}%lS!YZmW3=4+F4CgH
za2pTji%C7!zJ0X-JC<EtbV*wZjM_Qqnu?0RiS*o+laPW}4!ZR%Gu%8-*zzRd_;pBK
z;+zW{5<)*Zpojxfl5RPsf}`MZm+He@&e;17o$tGQUi2E-rtF<8**Aus4Crp6;USDy
z;RiWxmi%7f_tH;Grm~YhS<+)zBk&#4Tw2>wh)&u(;=!VQ!PNURZdM-;bCgH-BrgWp
z@ZiS09a~C?E3B5OhA*@RqaSIY*#!47lu-YK^n8!&-&EI#s@|Wy()JWWjzqs{uwAl$
zpdfJ(Wg6A4_@iyr_rUz{ERQ9?J@)>~0^2Z|hC2QJ9m_;bTkK5hqtjUM4amm170*Zm
z?<3{O0-Blu(<h`S;fQ)!s<p!)i?h*3uUj$=<Mp#!{Lj2FCDYH2Y(Yl;BBMC27LYs+
z<HLa!?ZWvccYuc+Rb-TAGf1B*U~61cW@E2db`sx;@h}xM`@}3PB0(Ri?f*e;5f?tT
zDSrfWGW*;g-KYMTP+a!%F+IpIbdMjx#*df<rjMxz#1t(hXP)iB^Bety<-TrWG4`;e
zRv)euAl1$X5D);3iSA&yOkk=Vb=3&pQgS2ne0AX0e5^`n#m`Al(R`>TI8^pdo&p~<
zl1TQIPdVpjcX#X^(0}G;_PuNJQ^LZ621A*Zu-5N>Q1kg7b1Z4uiHe1^P!+LDJu68m
z(}={)hRF6&WS-50!uEdtA-xi`L%DQJhOLAHz{QQW#<QcFYPn$<>`0vi=q_#6c+)ER
zzrZM=u*vGa$a<f2eXQs%Q(`~LH=ZK+ji3U@=+b4!t-U)mI$BQ|62HZZ?MK@cb8yB0
zsvWkfH^jdmO80^rFv7QToiUpzwXODHK&1NVvpu`iK@PnY6o`|<F~k7d(08>|ahhZF
zCH99A?)Ep$jrsUB9w2_fn@*z>M^+s59-eV(7k)58^!2GbnUFsQ>~(N;{696O-*Yr%
zrm7LjSoH?F(1TC)vFs{ReRJ4N4|^v>TuPTLx%q&<H5vRF*6IFkP4|RAE;^zB`gRyE
zZX)Qx*@_)vfu>(EtkOfKCyivOj}KQPRJVVmGIsphUU03$bYFO{;UHgI{4<&H32p*G
zAQMEDj-<hCYh)HNX~^JZrPCza&p{ga3+YIzm2`*KQs43)OwR0SgL72GDyV3n&!jKS
zyF1gA(=iI=*-AUVM3K?jt&@zHduIoiiGsfT=H`@^a%K}UX9B1;9oTS%f8L47#4x+c
zPtgpYyIg)ax>3|pw3B*59<oPcyldONFtJ!V6_x}!_o?QvHw>)p%tc)phj0t_!rwR=
z2kC@!${>@*qkUd~j*u!OL*n2Y4TPT4KTblzO&na%2;06G0%y<tg)Q12ggiAUq$jr%
zEnSr|bxMMAtXJfURH^cKNS-`^+c7rW;PGOPR^gvvY!?({t(GKoHPYPg%OK*j$Y5T}
zb#zz8UpHVJuxWQ?s7Wq3hP`{abMOEdu8YEnx-^Kkf`bb!`29y8RJ~y|EJ!6mu~2Nb
z74qZZ+o$f(Rxdz;mRXVUtbS*pUP6t3l}~rfG&D4DnLlgsX#l#-(t<DGl-~dQ>gESW
zj+;U^6DpEd^H&+rLL}K~?E)rE1@o8%cb@TuBenF6*4X+BFSbn%_o*z%GZk$Ju#Cc@
zAu&9<u-<Gf-S6vLjDE?*Dk;qHDNjr~Tvc4to#4O<vm`pl*qE(#q+X7b7P?`}{e^BP
zHB#1W*jZ34E1cO5>&l|zkA$G5hybBt5#V*g-QGu7S0`wqyAU9d+}2xSvT$9sLW6tq
zxsQ5^BxfrwxYk9(lA<;6606dX7~r~teHi5G=BeOdhm)<zm*b2$$v6x%m!@O2+w;Ix
zfrRJAL?lGYo?ze1g>b^MZzB3!>oX>Ng@&8?*kDk^^ooBzi`|6Sa-(XIH?+Y;osJwe
z;EqTAiBvE;?NEG01XK{Pe%n>_y%pF1QNf4cWQ2J%D|$a31x_O~cc4nmYQemc<?9Lu
zjH>WTh42TYqlN@oDh?-q4jN=q8vCBzy@p(Atc6!uWBIQr`ejW1z6>}<^6Nq)X6Whl
z5C${)3!jQjx&YOq#3pX}!#&9y<|Hd|bqTj4MOC#cFL$cIdNIy_Q3ACZZN*(nz6>o<
zHnv|GSV2oc(a*g{`|$Q1vxxy^|L|HBw^I-XZ8$g&CXx&y88P~u80!&9`jQ1s2syte
z5@_OR?ycw{_B7?DHe+s{XuZcZXCWxqy3(7~@Pb`%4(wcVx0E@qAiFa0va*muGCaS}
zv!>|MePwe#2&^g>Z6Y~v*;Umtf56S8_(3Zob)Dlx`8=(Y>?!RRJB)bfTVqzv7s6n(
zdEmnDt20+a{jGDF!&=p?)@K#CV+m{gbNFqu@Rj*1UKOEn$p6g|M2lwHnkByFo9ZrS
zHU=cX7_NywqZ|!n8g}Hd2d4CW#JZ4!#Bb~Q8XSN{aQBL?N6e3<BL%-zr<bez16EF~
zR{(9jY542h+%O6|C{yIsZd@SM@IG5D+D#|tXg2KazSfewAaPB=I7)RXn;L23%P>UT
zLMoL}6wInc#3f0FSuPS%|4M#-<|1*h%kzzfOBU}VV3k7Me$l3cbbPCBv~$_83sOAd
z-+To$+P(ezgy2vAtK_!2&xjAcdz?=DtrSD;PyXnZ%vfPX-SbNwQV4X8H&L4q-fJ<p
zJ+Qsu%uTJW_@zklYaDdVv@072fJ@10u2ZRW)iF0vvxPq(xUC9^_mo7aX}Ab0#a%u_
zpFE<gT1f`H#VIYFCQ)iNbNY<P!nmrda~OAZuL64FEj3wQn_Fq*gI7UwdgX2kYhr$1
zhDvT&Xt+0cHDU6GCRlef0h7IFl|oDa;z;`WdPZ5MgBrp$4iWd>qUFt^O6?f&PqNiD
z<o1NP`8Zrg&<MM>C1VpC#J*n0UE^Y3wT-q0!lBA!0z2NsCBqMB@61L*%m6G*Rm{0S
z66u7fLiQD5`Jku~^c`--W61oRLioOqn(!yZ@I*0XM!69^L^Nij6K?=AyF_{tLppaY
z0whqeT8O9U;$f0OWFzi;t-=^d$t;|Sfd*{+BD#h~ZbG$?<e--Mog<!Jn`l1g0-jdo
za7tqyj0_?S$rvL@WAfhk7|+U?vI4$j0(Q*dbeoJch96C3pmp^0`$j$W0hV~!d@hu^
zB>~}e(idh;8s6COaC``!V{Vg{?@^toULNsD@5B0z6EU$#TISYtV!xHAPFL<$U8Y`6
zDExi+Q0QS4T8|oH<-EwG;>p5s>QD#f5A9>X6-J|A;+BAJ3?84dvS}3^g;!=T8Bo5B
z=(B@9?V{{J$+VeY2VHt#m8?M{PSqz?UbYt;vipwo8hu$a$(tHw>H70k#yz^~aA&XK
z5nO12RX=ag6=k*eJ@O&*RwO;^>A+LbOB<%r4i_IhT8vhvo+g47F=wiwP%KOx5n-*V
z1{^JScmP>IabG9w?y@4}8^pKX<8*Z_^#EbVA?1o=(sT54V0wnZy*yyhwh$YNNh9^p
zXlO438O7$|($c6Yb=i1wsS42kL}w{N5*c1s0J7Lbx7|rVSa>+o7~J=z$K{=1BD+eg
zX3?CxsQ)6UUVsKd#fy&L(1vXAmMRpkycv1{AagjM*jtU@T*5`14(5Xx-p4OH!*4o#
zr>roEOJ{$ewAQYL)go($<xJKLH+QnQMjikUefX5_ZDyVuZf#f!*cyjFmCvwPEH6^7
z%g-A3D^6}d58c=UB9clHTi)Gdc_ozjzl00cEa87QYWtI?vk+B9y+%9nXSoq|o#l!k
zhthn4uDZY?9Q`W%L_nS4r;NMD0A)}A_k{t?x{@=VB~9QEhlpu3#Xx>ka&M3jdr)m1
zK3ggdo+qcAZ6dv;9~vkH(*NyNZhB@|_bQx4-OP{F$Xnw>B-)^!XBr+;?{@^DM}PYC
zo<Er9WIu0mYDnbi)xSwSYZixairKWRXddyip`&?T?-uDRVMkpbjONmq7Zb{T|Iy(C
z&agQ(7x!2rUFDhW=+GrdB0J;K8U*Ht{O#JO(5%Z#uRwY>kr!qmOiGe~m8H4MUT8i}
z&;GHkm~bl;VGehqJ1pEAA=v3Z=`?FPy(j!{Vnv$^$u;@;i#ds{ENs}0j7Ni#N|!c9
zT9jXOg36b}0zVMz)*qbED7PlXPT_4y$wr=R9&)nb*A1^o8XASPtEe|fd*}Bu|4g($
z5gn-u;7C@p${UVZM(Xb}$GqBdCr-=)sUWh)6P9zUKa6jd3AsVsh_GMg-TWC!$AcRv
z=u>_sZ55q7;XoEqUOfl|eIp&7yaDOLr$!rTcgKdQyQpx94&Wzt*!c41Vb3qb*5u=3
zcb4OiO!z=70a!QA(kG{e_wQ}B?>|;ClC<c}>iY|*`x2@P28F4}Uf0rlr=;54bU!)_
zEq-7cPj_9ee!Uz=H{v^9-ZA)exvY@l;`OD_2*_<U$(GF=mKwmy)c41WJ3}%p5c}Th
z<PKd}<MJV!0DT^Uarf$~(?Jev!cW52RV`?1_vD-1jymN|QxRaT6T#LPqLulS_TXp3
zS#iKx4(-;>>n}l`K(C<F>@l*crJ1@8L#u-B_~>Z!Edo#75(ZFuVj~7^TAK$|D+)zh
zgvb_VL}`Hc^D?V*=U3uv*g#?vNc@RpUt6rea<<g)ub`dcqsx)x06B}g8?%gad08ya
zB=)BBucAcrZqanl%g=Ix$+5pHeGRJcmjPC&SYZRJ@hNT;(6UIYQ60jiqKjyglIE}}
ze;lR>hlE&rXwkz1vr_-ks>CO}zu}B?VNaGx`y-6zlXU3~@qhIt7F;4vOb(WkEhOm-
ziYPsk?ldW9>l6BcW)$olsu{TT(4HSBxP%A_fQt;c)tQ-+ELM=pMT8cQ^4=GkZV*et
z@u%Nn-U|Vj<QcIyON)pk1Ls0B&>wpu;a05HZBOKwUF{|O$u59DzWR0tT+wYRPD!Q5
z!1#c!6)$W|7nsmFnILsIyj91b1{m>tX~*C#2a?_AD%RV)`-fPt|4kaTLgJ6!J!Xh>
z08{4)TaCb_ty5p~mpetbo=1f26NCG4{Vd`J_SgDgIAd$Ekp?@G55^lPD?Gpr%JVqV
z8z+sL=Y!wy@5=Up4S@j>&k$WdHx?bJG>ji#O`=?rW`>lRe$mg2j?^JOeI``|oHBY_
z*E1(wL2CzoCpt3*%6<OXa7BvNu505r?kF}>7Y*=HVD?-A?=a;TZ9t594MLoyKu=sE
zG(3v3T+ug6*bZu<A)RMz*@|}@i|DrtZ;W}QsVU<@XtsFR1OCT{oxY<hAsFL*RIt|5
z#<nn)Re#fCh^Cc`qjVNLqA=KJyQ<D@n|L8{Hmy|M32D8)0e_fzy>FMfk79li2uVi#
z<u50{f&Q16`nZ#MKVO7zt{=|%{sz}uvQGr2fD3<lex#5xg}E6aTwFT*mITEHKDkp)
z{coN3zk~nqVWA=<z$^U<j>lVH)Q^8Tu8zn5b<O|g%ziDr0@cW@Nc21X1uUQBu)a(M
zxBxEWxm<)%c>q^qVsVJgVG=|$%Lm)fN314cTt4frWWb*oGh$a3Q|$n9986Os#A*_P
zcna+nKEG@H^r~W0i7|&*J<z%F@6OJ{LN$idY6unk$91qacnAqFyYbiL9!sfA>SZ39
zh0*{qqo0xE{H6TBlJL1P(WXdn)@<zHrk%P8tuS8|*^7mJF$anMTc<2<K~`O{Ne&?V
zkITIf8v-M)3h3LoI+%J+Vksn#a}N`ifw_KLCQQDz<LG6=Qv`<=eclHfnCw^|A@K{k
z?L(GdIMiPP&>e&Na0|9n>Cd1rmOsX>IZB6;sH3CQ#H?Svb0imi)^!fK5Fb6no99a)
zMNx&gjW%KLN^01J-O#tCX8ET)#i@T`W-{rOmIve|#S-BnWdW9fH>0K<e2i#{1lOyQ
zPLAAecTz^ib(&fqfRCw#IeMrAzyM48`&XI&G6p}6{>?ThsDy3^5|dubq*~;UEZ@Ff
zmVseg&f=JgXl!ItiM^G9X&|OZweu)6WP)mD!*zsjxq`-}{I|E4pH~CLau4zv5*+Ub
zgw>>c=u|)tYhWi6ksxc?j$}MQ+PJd6v0hH9tN!a!?yEr#pyxM7u3|@An#HYp$x<%c
z)fFBacR#Vk71>VB#h2o1QrG%{`4#jyWcSdN_~tF^G^2rtKFe)Ck-&cm-Pmm^L4DuP
z8Nd7$%PR=&@?$`9UJcw@2K|Sxk6QK<=vD6Fue)vAb?cXB72<EQtVNeGT&p<qfnO&C
z;#DeNFP+P)+R3;YU%#>;To}@W-j-xlu@sq3c+ux-c}xxNytL?%&<ir-Jbw5JmN;&X
zkGZ0V1Jmdi?YAB;v#Cf)w-Le-{ERlGt3R;}=<cBSMn4{XF(JZ?HV)@!v|6ukg~~`_
z-OE#NB}4Max%WxVoB}`73Bx<~o1ormiKQPm-qd~C_oSI)t9~H%!JM-T*TCwXn_3yq
z5t!<wI$8K*oJCB}*w_S;1e_a6^kc_CsCw=3KOThTKh&k=xdi1|dIU9*`?*X>#;Uim
zH^@}#kcWjTHft0^qAs10UD&KnN^!~X>z#+9%1r<@!Ub|d_Mw-C?tGyRx?dMGXMZ>K
z4{M^zCOQl83&Fejs4m4s^2Ty8G8Ec!gcrTD32lE94{Ui5K{IlCk*_Q>J4{#|I0X)c
za=E-6s<t;iCL)fSbw2VoiW&LlHEA1LtQg0kFNLHv%zhDkGIK1Zjfmo28J~f*i<G4r
zkrYxxI$47l!<oTn_vR9DKA_c+{PsN&tiw?W&cPv=37cCa#!rr#9*TLfLtxzzy+W!g
zXsOld)W*}UEn0>B`BLuy<e-0QZW^eRjc9;SqDgCT*dqn{pgq=epLC97`z|gUI+gD<
zxFyorL$kG!A@u`agKPM<(1c)(<=Z)hiUpwFyhzyfp1K+#WL6@TSD%G3I8FJM*5q#g
z&~?9Tt7*WJdQBRv1maYS$>Xet(wqhu_GUU5>s%U#sMm8Ntv$RvJ~NT9n}4_NK3jjG
zR<nC(Yz#Tm38v1?eYxaYhYR;8w>mK{4K{jUV`{>x<U9n-2Yoz*6=;G`TBBVx9b<Mt
zCl(>RfMF>11tx7ufO9h!QuX8L$2fN=P5IHQjV>IyWJC6`37ni|Wa%iSu&FTFtLs*Q
zD|u-+zv>_t>~AXrtv%_rC#}GrKgqgiZ1u%fq8CEj((6;=?)DkVr9pV34V2>9r<iA2
zB1APapt3UcD;&}Bn-sl2@P(h#2ogJv*N(2I8|*K=hxi)j=08?<CDAs^dH;t_z|zru
zV&5pxWn5fpMJ#XpWa^lWsR%n{+!>2Wo0vDGa6@iSwlkal^@9uC%$~y=tb-!{@8mRh
zsJeYcW@HYlZeD-%Q0A2vjl|tI`&T-EErwlrcxB@UBO^K7rGY^aWHKoq$xTgQdl+8$
zqsl#52zAJ5Ty<ZqQrsx{&Jau8_)sM6e7ynFlG*>1`xQ#ANi*5u{j7W%jVs~(wnW3Y
z$JHM_+^cRiHK4V8Fk0Uj)yAm*<PwK4-#>~cK%MIOw`S;R`Kbv$55V7f=}o_V`u?2b
zD%l-j?0~;cPoz-)KIBuq*A*E}JPB~d+5>qiSP*WCq($=?>IyowzKi&apqYgSXeKP)
zz+IVFw0dau3C4K#Qcc<SVR&;yovEO}tOP!Ah+xOUbO!XvL|2}=0RrRe!uYitFJ=L)
z<!cvdk%}Kh2)1Xm)0q9bn@^SM4cH75ud({bB3JH<2039ViW$qPPkAWZnn%ajG&~tj
z`lVEGgBya7zBH&21-l&J00>#{JPwY{SYOsH4sn?-=TToI`AFlAGbY2AI`bzc>_s}h
zM#Csbo03y+I4*LyNPj@<e~@R;Lhf((_aJSxiap~=U~!DX82NKtApTp`x96do0n5k+
zn(dQDC>rM^P)*j)1agfdg-TQhJmn<@@#>XktuBXn@3VJG6k)Wy@5#jJtjh3#Esv>1
zq+D3M$*tU5pzu=9o!-R<<0o_NOXQ}G27^yyOi5mP;03w^4(0=WW65G{T`|hq$a1Gx
z#c;{yUX`U642A+E(sC-1OurY8bfz-F`^Co-jUYUx`Vtc5+_Sc-Xd2vSH(*rIGvDXr
z>FOkniOx=u4xDiT=m`<8($IrlZreZqxc1{-*XkadQ0dy}K2@@{U`R-<$H3BmIM$m6
zt8gKq_4;}wt*_b8ID#t^KdI`sk8K`I2hC3(Mpf<o7jfM5@|eoJ<z$WS-vICD?x#P<
zN*ftJ%Q!kPgJZjuJCHi;GVe^9B|$O!I+uR6gN}3u#Pj`%Thi%gL{i@xTEq5DLcHn|
z<DP9vQ)UN$?oh*dRn=gijpm7c*yidiIj(z)w`ns(BH2nJ!J0Nt>;5NDf%yN$F6>0+
z7<&<-;$7h?6G_eB$1WRMJWuABT@8Oxt<JQbbJ^aquwa5uk%936ke>?nr0IKym21N4
zQR{2;C%37yQ&$HfwX~FD%1lvk;(zuEFBGeR^Z+@G-c>M84&m~R-!+@r7i@qLjlb@}
zWfQIn9I45k{#i=*kIX*G$ZuK-5ER8$bnson)Th0`u8gyRQnK1zS3_z|6iZdU4oVJN
zy8O3MKs6b)mbpSp8*Cc&*c1aBU$J>i8Pt3LyQ_oyq9NN7yhS9x93j0*8L7pv^cVvN
z7dH8A=}&1L(;r*+COhwWpiLzHu`2WD<Zu+BurM}@&5!mzb6``{biUboDW2cWLG)vo
zVc+JZO8aff=65UI&@!28<7#QMI#T5TSv9?)B>j<htu%r)vd5&z#hK6K7!m^Uq4n$H
z%2cgqp9VGFg(A8#P6u9oMAq{r!a$VrL}in=I=diP%nJjb)b0IVnQ-y(aRYx`sVxq#
ziXC3oly}P5>Z<nl{5Z=1lMP9lMu~>KCZhn;#;*4GYsKO9F9teDCFsUk-?-i>N&C#L
z<pv{#m1r(1QzxkbO^=v|bt{qdvG?007mei2$qz6)_ax@iyj%IbkB-`=fk)-4G{OO=
z)z&Q<dX41r_!U+INo?~~LZ3G<rV6|@GpLfcX3iUZ_mNceG8=V^@mIii1@x#Pe1NAA
zmK0xcpsV|eTJl4^Dx+evz}bt2<t8Oqk}ltS4(=v<ujyo>8he%$k(E{{*|EZz0=1_p
zHdA&Zw#?8MW>%OF_RL(}Ls<g@GaP>mQ!-Q-gX*B=a_FU_*EC5}`}4}7wrOG}L%r*F
z__*z+I@bQV?(=-*A1nEzc$?S*JA?I0!<YlRNO}EOHyNg@imW?tbHcr=Yaue`RzJk-
z<IJqQpk1_WS{^Eo`o)B-iwjsPpMFVy4m|K3tfG@o+jI^a#)%E-014tx0@LXuXb&SF
zqMv&j(Pe!*!Z}Cik)32?jP4pwnfw{zJbp%Y_<%HO5+DaJLo!ez@Vz@T(dWB<9gpc}
zqb${t#L^MHmZ7(((6|zszq#Tg^)B>|e2OZPXz&R{cVFJ=Jclw*%E2{W|8lePQK=1+
zB!(m?b#u8qL~pP*#sW9VNHCG!PJc`Ex38!PR)IIPM!+KgXXfRZ?14v_ZfW5y5sO!J
z6`%E>E(*xP5b-EEpn@BJyIb@mv=gBMCe{a2Y*tv#e%2gOh>*|=qg4FbK9)1-?GEoJ
zb}iicSlWw8JDWeE;865Uk<Sx&Mf+=IOJ)Wu(0loVX|Q&7&GJ0}>Cm1)rpY1+6X;$r
zm^oRf;Pkp*vh<Ie0;sHuk(jvbAep1Qs<qbJ$7OGnj0;(6A2fF-uagy_%vjs{%3m1*
zxzbu+km^;|mUzAI_cpZeW&inJ(_x*~R*@wa^rGT;^{l`4`gIzu!>+(^aovg!?DoJ=
zH!Nr-%N(b`dqUFKIX(7fTCR1i@`-(>D}H?!0J9V4RNfftI?Y`rmD@r~H0j&LY$g4_
z%PH`uPHaW{Le9)2M5y!+jZ!X2>y{=qzFM~;&(DS3>z6sS?%mLdBof%afvb`Q!D-@s
z*oI&jq^KdR%sT`rPf9adMJ*dtR42ihj9Vx+mWu~1rVVG}NDaoq-H_DtfYbJ$)`&TG
zPpff#F^Q<SQ5QS3#&7wscl>N-Wv}^yLHt-R&W1)`q7;P_2&Mjw^EC@qs7XII1edDC
zH~M>q^8X+X_D~F4?E6ArQ1`G{)~Ov`?d}PB)nbL%dq9X;#(-i=fHO1AstLjUs3yGG
z>y3RuZAqy(+!|N^GVh<g!X?;2m>$eX07{nvdp3m8`ZKTmx4y&vTzd_#bIQZa!kaN0
zJb{H`JC}epeA>rUSFi&HDBc@-x<D`<r`MlX=$%Da*IJb+*PJM3rvhd|OJ5%q$_a~K
z`<pQ;D}_!)eJc4OPH5t>H<}1yZ!Dj?Dw*(}RY-<XIw6!kE-dXp;#-xrCCW?JIH<&q
zc5;rN3Th#7Uu=ES-vYuopLU^B{GbB<LACvtZ-gD{zk~nf68W!F`ai(=zo7W53Y^Kr
z1jq0E(7)D`wvYesHGVCK>PyMVRy*K43_5#B!7ywam&&|&>C`vK`Cjqh`7Mi0T{}wn
z$iuMYO^jOU5^5^ef$b+9+#7S^fYYd&%yU$8>LF9DTFn&=%RROrF(w(m&H;sIznR~$
z4|hjDR_K*C2@eOnR`)I&l4)98J$F_P+lr%!27Nc%@P(p+>M{8Xe#V|wnLbWq3k%_^
z#J5InNHGKxBD{A+wLH%6$7BC}mytsyva#tF>TP@kMN=L6Q@1|s49G)Xwk^D|c~V{P
zCK|t4af22m?@@-C$V@c9vP=!9*TAf7rI2ycg28juFHdu)FSDbS6)Gl;tVsP+5XyNn
z#FbTZvV?#qV0{P^1koULJ&mT7rO84c7JAnX4H#p{giUk`l!yOC{oOuDqo%_@3r!(P
z=Vr<vD;3xw_C($fkxjQmBbA?H)MlVqJ92n&H%@?TV3P+t#fYppfHj+#haj-qL?SDg
z)pOKzC;xHRd0&|ruWCa=UDel|Odai#0)wHVd6u(bRB{h&PnMZv{XCGeg=ZFYtL#Xs
zFxLNagl0?w7DnA2*8QH0XT&yR%Eb={pfmfVvS)9e>n{ZxViHOrpII$U#)E1Lli*B6
z-n`w(y9CI=7B<DN|F&=hhROe9;aDb5-|WQvD)2;zcz;b1#(bMMU{y{8^8Q-Q0OEbF
za_SPQD3>R_+^0GqSZS?6^^vd{tyH{jI6yYi!1{pfIsnm-i7pY9tcJd1cUoA#{f<lC
zbeUkI(|Ptn^IiL)O{fCG1+;QTJv5{DpyN@4-vw-#k>}G0l@Qsrk95(NzyNa?R9&2y
zH`AqiSB3W`nX%C3FOG5l|8@-FKBr-8Tg2qF7yiwO1X;Jk_})hVw;j(*QbIdfx>=Rx
znj2{niXMDHwB+`wF?3e5P^b)d<tK-c;XJ`&sMlgIHOU%6kF<)h^;dSpIvTl>8sW&O
zADlb=vVw9`Ub^jYg+i<PS;1~6hKntf#}monRg7fP4XP92{l068@FWLtcD)<+K8&9N
zLX{@r*v3>%-++m1zS#v_165UpwG*;)S9LCD4=lf|R9XyG%o`8hw8OR|t@?+>Q8n&#
ze^hk2Ts6g8JEm$HADF$e^(({!>sU?CxWN_=dq38Alz}lZTE10ltZnK8o%)?Rf(OHF
z?D{80Qi3S8Kpxexhg)T;#WZTU6)#A}K%24}wVdLu@u8Q0`WnO-%UOtrf99mA+gJg1
zA7v>q9M*yR?H{VUDRJ6NN!ig<MDbBZpRi8@?Kl&(6<Gh0Q62$c71^94J<cdt?c5ZC
z=Ho<@GnMxPCH|*G1nJYugZ8!pu;JnMNAT1H%0O7bXm;RUu`h4rZO?_-L$}MNvmH*b
zOQ~z7O+mkXWL63Bk|PHE+ujMj|AkP+pTqjzdlck+au{P`eZ%KpT{}y@!fPfB8H4ky
zXuW*_sDtk>!~#>6jV=-E_B>9c!B;kSx=V##MenCsph-%k75Ex4Zo2Nx03k*{`_Ce{
zoN%47keMuyhJu&q>WTj`N}K^8U>i_lyY@Y6@qK2!?K{e}(7hIZe5((Aw}Y}%EbRaK
zRUE^4pGcK7^i6Vz1N{2&%77)E>h3^jio}jy^vHWwbgY9t-0k=q!uHN6k3YH{?+7VB
zALV&Tp6}#tgA#_nP$86CL!C-mQfRN&gp5|L2%RC>WI{He(4wb!Sop6*jouR4cOJTU
zBO$R?vP?<XSWXsx?CQXYv+E{grCx8^(WF#BO6$b^cv9FGmXW0Dj+H42_g*+XX_zyT
zaRPshl(&uH=pB}clkZ@7SA;+}#T+i9=gs+^1s{Vu+VR`KX?O9xC&Jx<?SMF5Y)c(G
ze=YLQWJ%`|tMnxwK4K8p^5k&AuSB`t%xucjpXibFogchy0C^!jrpg0Ta8Fbd3Gtex
zW|KzuQ6A~11KDBHs!i0FWH`a+;r%>-n>P8C+fqKJU#y#ontu|P(hvqQy$ZWIb92`c
zL0^I%Va5-*=_W;@pht@({)SEp9J<oZm^^A5*PxM628Y^o#OPIh7ei|TYnw`|VCVVX
z^kxjBMeZX{t<<{VD<~e*U1(9+hB#iyaVGOlam79*%feuZWjrmN)qYJueGd@@tOW9#
zKGwa7KC&Mu{AI<<)Gby<k~;%G>AL)(EUvaF&Q9X_+ISTa6>^Qq7~(d(B_#*UFl*Tz
z;4no33Bvu}6aK_sP<DOxElh)LokqHMlteJPbL&dJeYMPeW)Q#s^EJND5Wh$WN_kUc
z@kAIxt@DVWIPjhDx^FEm7qdduBo>u0uvWzqW|oae3hCZ<-3+Y8`#YRC`{;1=F6#IF
zwd_Z4%{Mj3zB|J9yD}n;F&B$J$6E+S)GFco9#?(7W)ul}#p%9%LzC;($X^0ySE}P1
zeiIUpv9-GvNN@iag}6pML&uDr83QM&PnmGoH=7yPW!c=7Y31WxF?P?QVlK8ZniH8S
z5ev{N6kMq=PU>oQ2Y#g#S4mujZqTlvKi6G)L8XI(e&`reqkr5$62^i@PQQ2;p(O;;
zAX|<^#Xzm;x*F33d5MdCqCk*uVLQnuz`Z*Jlxj$Oe8tNAReqvYQ0$1ePLF4^0QI#i
zqRXQau82tayZJXpo<3o0iiqqDciW`PRSKr~44M{4y-xr)xLSU=+3iO+bqa7|E;<Gq
zZ45L<p69R^vCF6!XTLk+WbrcV@{?6MsBAB`28@j}N!RExai^_|?U03kk9-f0LYTh)
zReceF_$mP3?-)my>BTWxMP-R)D6xNe2VH-nQPeO95myza?p+B&bX;~wQ~$q!pJ2rQ
z0DjZ@hA1u0>ze;V(dNNaY?sHwyIllHgG(6TUlqEBq_(vN>vz%i{Go^zON`wxXKJT8
zqjsL5qwxcyNG)dN#>dC+xj`ta?+MbN-!^<#Gcun=l0x-%xcP}?-cU`;U~aaFKelB4
zC?$9KDaqIBn$7o;Ilns&YHd`janN)@2=57O?CXf+`ZhX3<~cLpeuK<s>ooh@45R3d
z69+O;(QHF0UvewL3|P?2nNI1qfHghY%ioJ9_@zcV`LZo#Q1I)ZC1c+IMuotG<YzD{
zR5K+J*<vuEm{#?@V#4iqv~G`4CJ{z9E(-4B@|6UvQi}b`D<b4y_G3r|_n#@x9fj2o
zO7nyI{-sU7wurz``kS$j^*fB_5$FI}=>8*4|MnEoams`%unHWy%;=NeFA$Xw<pFLA
z!Wlxp0!g>lEi9pPlB~ysE+Ssz64AMtrF<ci9z|fnb69+niobsHbDHD$kj(gK^%nI@
z=g#=gZkc=ZS$yXUBkhMb3r5P7YviX%bG~1@1Vk&cq7a;<8#ET;L{$?KM-;!4gFp@w
zTiac~Tpm0#ji@8F*o^MRRh3qPA%kKfTJ;$@kK|V1q?_`Vpi3Q7!UYaHWoZuBtQNYJ
z9{j@yoj)pmR%<i1!j16KqH1iiCEv`nBCFQF`0MUZ`L2Y)VS&9g+bD5^+n0dEjZUOZ
zf-azSabi7u_#^h!C;Zkcn23y?aWvV}_4>n%+2!}x_kK5(DNMl@YH$fO_~$hc<c)`e
zg%_hD$I(5BkiW>pIXlo|O6J|sI&-CN?Ej$e{ZT3g`yY`S7A#V0Py7|B`!LG%+cEe}
zd^_}DE7W?AF64xUu;PWbFE3@I;2nwbZCGd}a0upv3bgqRa#z8Xfq%Bqdim!*$3M?e
z`6Tm=Rq$Gr*OQdn6e92B-w%Uzx1O0{PlPGx8Kif#_%|eceB3@|9-P)h#du;?{hBnp
zX|uRlo{l)mJBvswBqPhfpYclp@SFUkf`n&tl9(B|@qWuSwCwABjxfD2Z*{w@rEgaD
z6(TV7>ucsf$<h9G<UC&Q{^&jRCz&!s24!(gR?q@hHJ?A&rvU#6_3B>P^kVPE0hoPJ
za9T&+R?eF#xm1(OX4g6sWO_1%%Y5{UUnr<E&%+XAYBV4jHjL`f<kc69wzi%CR^5E7
zXWM{<He{P`w@A4xbVs5kv?2{ruEqIlKr#m8pTE?1oaf!V!`^Et{qhQAJyZm;>#>Tn
zxK}D34=)?Sqc<IdnKz?tJWMF(+j{6>j6aJ^^m$|Huw?wcUh_UG|6%j&?4m#7;V27*
z5@|RXE~#6dem%qY#^1t3_Z`OIDrmIi!T;wA5o1%*(+@)IbV5|v%Dw=|qd!L#YTqc|
z?21d%6kw)py?WzfNA&}HOW7bZ+TKE+PMH057E^bNyf<a6pb8M6>)A(0p^=+C6WWX^
zY9B_O0-=&&*nbO9bFk))Ml9>o&e{F9X+S7Q>HS#xtw_~gB%<N|^&S}$(K~n~jP;F_
z^N!!%>MT5+jSLO1y2}W;Uo|b!Nf5rjz4<1ZZg0Jd2PR`C#sVBN$2h^FQGW?Nwt+vH
z@J#sSJx;41Je0Y2`?^BorPb#gSng^=GKVQyJ9zr)D&Y&9rbp18rVGFm<0}6VZe_4`
z?~F!3@0L5JCd`YsG)em7Uw_przOBb@e1S2xWNO#crg~h#seS|gBcc9KRs7orC=rG6
ze+KCPuP%Y_WnpY@sv%07hVM$?IbfI~$!zk^Kt@dbKg;}Qc0gy7_HXMu9@?g%fVo<H
zqEiT7B=WsWm};djhE%`}abmU!KMc!o<lw4YWgbi8`+>gQb>Ay3iDpWu&7r2kb9<%u
z>v=^!R~IbLC4#5CUyjZmqa%JB+p0RTai^F=B=o}=XHMK+STH71qxOrie+uxCn|?RR
z1-@I9$9V@MA>9q%cy)lpFGgE9?+OMQk>;g{5T)8#Kw-&hmyHK~+SB#IU34zY=_S-r
z3vDsU6yEzgVk?R%P~eWl-lR|=n?{urtHih0kX!?t^77<~C-_;~5em;F9EO?qn8dA%
z5@^wZ^1z%c@A5FNVXhLY^U;G92IWn_zq-&AHNH`TMFH58l8TcnWVd0B8xZ<|BXq~z
zo5mbY^}8Rer+i9VRfl-dRb~OTrtVc{j^#_h=423+A;~WqWp={Wx>Kv?7`^Os1T<Fv
z7e6$BVv4mom5&OgHVwBNjDc($RrEf_gK~5*NCs80&H6zl`pbmhm=Gez?D($n9tDo)
z)Y_yXUT_7{&DC@Ug15QkDCEk+W!oia%o^+@w*FdS7N!?ALHG)x6q3nXy0dy;W^#V<
z(2Qj1@V&s1$2)w-wYF$kKw1OMBahGn1nyecr0DL(c(&&%RgN8zROyfl2fCZ{jDRi8
z0O{YjOpg?}NRE0CBixO9@+8kQ*M%q3r1@ZK?eVw}|9BjV&ARxpUR=v<9nQGzn_ZTQ
z3FMZnr-L|UB7#K-{%=7s|2gzPwW)-o*<P~n0sp63NI<n{4eNWhGmG!rWK~q(2ox(8
z|G!%xZXLmtg<NX+vfZO?<#7p5R{t~mHY=+M9}(;nF)NOzRD!IT&=3R@Ep*kpABw(W
z_V*npm7GyiUp7%WyCe@s?)<o%#Bjf%odS|t85GSC>yN@IA*=<$QTLCRS~Lt`!Cp>Q
zbF35B3V5Lii7OHW!5L10k)>{PG<G@GOz!zOnrM|#Z@DUBBVrFQBG(2(1xez@)Ol~6
z)Wt^O8Z&-sE$^F?*aw<;m;;*hsO<A_mw7t_X>t5yd&#>XFY+T>-0Q@^xP8e-^+)By
zqlChl)2&j5(=DwS^M+<g!%elz-8N=M%zEKxN~D_3N(>JY8K2_i&y&M<%m{qlw4?=2
zOzDUS$73SJ*f+RzFhZXNtmoQse0(Xtl+hMqB8VOuJCSw02HNGIG(c*F?|zAukk7E@
z`t?BA1F0W0CBfm;UGFjaC(zVJM-5#j+rm-m&MJ{I;67;O+=7^$;turc>ETQ9wmuG>
zUVzg#^T9R->-#y$B<c@wEz0;WM73|`?4N=b?ym>N;=h5;?FhC_GOL!|k+G4S(0Xy}
z_ud&4lfL(aVI8xSQNZs6v@DnG`F8*osXbbjoje>W`=haYt+L7cjfBuVaKO%k`FzQt
z-&xxO{%4P9NuT|ADI@&EMkJ18S}@bBT6ZQA-$Qt+#w>P7fnY0!(rs2eUj`p$^1akx
z{skE!H3Q~b*rZ@vG*0Hy1qOZc&1%nBFN3l|^-)0VK$!gs=;Q8gX_d3SGw%kF3OUEa
z1giG!NLo{FAa3WeHT@sJ?&cRofct8~X1Woa8)kL+!e8+qAQSF1ut$NoSZqI(A}?F4
zKIko?6IVwlZ$vh9-XkPyj|{uMxV=FuTmKH!jK(;DT=ly*eqL5DEdIG%UCs8u8ph5s
zhPwnhP^PL>ym5Z&`j{)S`sqA_NB$iw(${=>JUOvdO)iKv+bX3xh|%=cux=wjDqbli
zWt)M)jc3Sx-i7*Yi7eTi6DK`b61C+^*!R1&jP|fs6v95G#n^h?Gmp#30=6|sH{Rqv
zlBz$!=|yHy=g{OmeX`x$_!*#rG&EK5cG;3by8FF6DS(2Y&tI(?kJvN7AP4J4WiQi%
zuN0Qvcm_{aBdmMq<LR4}(_3FGs7WLHX7}Olp_dKa?E)dREbWq7c5@hM<uTAEcKzy*
zs+)Z;U+e=PAo|8}u|9wTE3(h{S)vnAwqCstpS4A{_bfQDDY2HIfWz@AZxBr%MQZx>
z6hm0}!|SSulM{u5qI|#;fA_O*A=eMdL!<`B5%YFRa9d1s2AX9I|NRHE8C4bUMu#HB
z;3Gmtm)$)xKw$x;two45+MiK_<QY}DlS*xdWRE8%Z3nX;)&_0HwU4i#Xbxo~O-ISX
zzN(h~^}1V&T;Bl&MKZAw`qsdP@mfN5=)rATV&|3XDnxWI7K94|ISI0zUx}j<FWdhg
zdv6sKXWwo6BEj9=gS$Hf2oNMdaCdiir*Vg1!GZ^G+}%Av8+Qoq-oWYiTWfu5pW3xg
zopW(6cGbS<s=nyzdg}kQ%sIyxzgfmXfO4!cI<7RNr9%s<jfKJ07Um+Bs*-o+$|5_F
z%%yTt-9F8lPzjeYsS@?8ZAX=z$sMvi$}?~?ebYHjjWlh~mR!5PYZ~oIk5itzJGc--
z?4Wt9M*pU{6IfMwH8KtjeYxdi`r;orZPA&b8Ih_=#s*r!nUVg`t7XDC-BCbZQO|PP
zof3_)DmOQmN1y`4K~V~%N+YHwlRB=yT5pgW{d>x(!_0-KS61KPF2|-Bq!V1z+;+7<
z)dHJ6hM0g4%Q3C)2pjn=(Ri!V$20^w{r+{ER|=9b%R)OXqL5+8R!-Cw>UX$DHGmo(
zTPwtT`Ymq4_|+>B^%OMr>zn#V+%-zHUnfd6pJc1-u^MbiO(ngdhL!Y1j=KNgE-Gyh
z_88-u$|&5mPYeSLvUurlvh}q4mc>6b<dMzY_;|&N!lNcp)h3aheZ?d6e^>disP!|H
z0uxdbdN;l`<lFn5q#MLPlU%Wc#*+<CCVUP?duKsAUM`qgn<kmdBMo*o$+xwf3eAUm
z2#<m$L^1Xb7{$FLBMy&D_vRCSDxOR8Nb~+s9}p67#p9p*1g_o^WI#>?^Fk@9;#nUL
zIuv5@N98uKTY}j><l+01X=jz^bXgHvZq^d4#i92}p-^M(K;k2p7FMgN0Zyk~pl+Z!
z$MXZFL}t)CJUdaCj+BA+ry<yY?o*bxx;p96Vi#|7lS<~-PfmkkWbvF>BF3q5ci9L{
z?JaM=(Fy;O(doxs4=&tuA>gx+N0ybr_vJfe<0D=A{{|l6a~7j2<P*jEe5+xBGLt1O
zAg8o?`8GO;1OgLwfI1g+R!n`Z1;8vimnAg_KNP97yiGmbKa$V+RpgNLh32P)g$+W*
z!Es0ixWR#85KQEPyyB9Mc^gKI*@>>1hXMk>%o~5;SN|Ee>6<ES3TWBrGn!bWm=o28
z(wup}_kT;jyd(iwd<)EE(~y7-ibtE3=v`hRnL$GijU+NcaLIqTBnhSOD*lvw1w`sU
zq3Or6pMU|<b)TNT(m{MQA56|ip|xlAo5GQsaA{WnX3f%-0ZW))Up*Yfn~NGX*XUU%
zm!&0_vf5gGs#Av1QX0Ynq`Kha(T3Y476Mvs>SJXFJY0Waf-;4L`l>|W+D2vyRn0I+
zteB}n)7$){0-p7#`a1b&2%fC2O^E+c@VWL5Qek?I%ASvTtMjz=Z-jUO&EOSo;P>)G
zr^JIDNGQ|^N{d)%$e6PDPtPW`%Zbwtn+xmJe-+Z4yd!wG-uQq%ZJS4|^s}f}Od1y?
zNj*;Mtrk(GcGW66b(dHI?;5T0$M3J!yv=jksQuFg^kp=jbv&{EaE%Cfs_fAhfMdf2
zW*vXx#*d6t4eV||n0Q_WM7h=jh*k-?Itp5uRakJ~^@su)T0eHls;8udDOkBC2bM^H
z_+3-(%1Y$pMjnkn)Vo!7)v_0sA{Y<G9Z>c5p_bZ*GtbQ>dFxa;aXL|2hSxQ8l@dns
zzr|eiOb(X63jT_|wY)Jwpn0eJc){wFU3;(#_(hcfRL|I*%~Ngc7(Xfz=*XT@Bb;^d
zH-f)jH^AC4fo0#6`FPHJu>oB?v4;qbXYa7p*d2dQ*e;t{xXjy!e~IA%UpUE)qF(kx
zc@a(8jXQ&Zo(}3?7Fqr1jw7O0HG^I}@>!{$4hN7m_cN}J#M!n+F^Hmi^by{zwLs(c
zCXPQMia(bNRSF)>6kHm+e3dp8d3$YPj@rx(QPZ&e%l|v%te?%9@2hM|QXJ^cqls*r
z{<{tnvCDqtz~hA_pA+BvZrfKxvhxpi%(4tWW|JrNvTAXoS3hqDf0I~b0e$<)NCQoQ
zGVwhDtYQS{0A64)IfD_!3$#tZsbN^7=!ke3p!(XKJ1(r+^%>H$tsU*)hO!kK;#P9}
z!D$jl47FyA3#*q)rEZLd{ojrxei+R2rxUUvx1x1Dwc^7sKt!3W__Ltc5%x{q_xLC0
zXKxG~R@OtaG2qDM?_P1^&N8yeV^`<xN!iE7_Jt6+tr+Qtm%ixS$s2TvL7Wpc;L#zf
ze>q9bcCaCG;b9fDHsAL%0Awf{aKV5dFmzJ9t<_wUiU91v($i{r^?B5|$fT?v%IR3s
z`J^5HJs)(UTHY;)k=QSc5pFCd>^MoWh05&a2~1iw`;9AJr$~tF{MLr(8-HP79JUO7
z>OFmr(8h#xqHNG_x2*HHqf1um+tE9`2G3W4dOGhADBQ`xKuFG_{cS&QI0aDoD6aWV
zD9opPZS3|<V8AFVIv?=ts(5#0xrxEcmXkQbtz)aWl|OXwu(51job6|t*(La*_kA~3
zl5;fL{T6S0kA<)^$r%-+%zT@f@7)Ob2gjdPEX{Ou=SuUNLxi4V(|cXM?uv#He=R%D
z1kFzd{^%0`i*Z2K8VRh!l<}PU(7_DBDE0(A+9#;hDRmwD<(Vtr(^s9PEr;FkPo5!L
z(bVADsxvVoeM1<%)h~}AzoMW~(zSg-;(;ke=btPZ6$Kjcla2N{;s&8RDRh)Aq+`!>
zO9ScKd2f74W6M4#pNXawhH|AL9yAmUYV1va7(qWHscEYjN=~`ejZ^3mi5+dTF){1w
z@gHHtbE<oRSD5u)4G&;H0>GN4q5TQt2WkDY<t3HTgR#h2Y*+`-nM$rN3K9v$P+Gh)
z<x$0bfNQ1#!I$<YLzX}L8NA<f76Q@*{Nr?wnrf08Dz%8rS0wys&1<xV5qu_AY4ih1
zf8_cvr?umvHRU-<(M5(!Pe`=F&C7d7fx5pXXU5H~tQzs!=Dbkh^poi#cmZS)OS+0m
zv52y{he}=PWj`Q>^J~T8vwGqgua$||Iomin-c)zr>VK4*Nxy_LuxccM2~V#x&3OV!
zJ{XjXyW@?_J|SoI(-%4{5g8aPJ>Qz23Kl<<HXI4~hX*MuZm%evN3}@{DxI*Z$taZw
zm@)<E(X1`QLA|ulk@R$~>MMh0JP#2k%rCY-<iXF8ZQH+rE5Cc4QcoYP_wTRL8G3*G
zjh<%)C`<=M&$~grI5yh4oN{JiNb0X^V-`tBe-py4CGTaosCNCh!V#X^L00%GB-S*A
zL{Pt<>;;Bd{44sJ3c<)k)<0&FfjgG_S*%77+rq<ntTP7GYZZx$wc2a(Gv;o7INjM?
zJ0}=Gq1<Y14&w#-msvCQC4ZN<mP(o*S3hOOeRwinI?w|MJzvQhklia3oiQm6U5_6G
zi1pCnbleOEYz!3SrZf1!DIK%UmEmd3W;Vj$J0fn!r+BnI3RSm}U*y{v=+<1~7WFSe
zOAXGZ|JbR!ktdzDD%<^`3Y%4p0nR~d(%>!pkqgUIW1Z1;cN@QOl_&2=W<m7(JkS0?
zM#J-FE;hZ!OTnxfSeac<YC}q~bu3=G4U*@xhqTc+7ikO~RcG6D6nJeb%xZ!xXpO2~
z3Xy&XSe;$snx`lcXcWa!TIM43ih6XYWCzgh=reOZhtcT+Z}vyhWN<mfcQq_2KYE*{
z6}~Q<-dg@ibr^7S%A*J$;a9|ZX26MfpkCe6S#MKkI8$s0ZHf2p_@)!yuNmScod!y`
zo(_G=Q`KmSKR!9Gxv6HZ{M7!o+O357(8jB(DgP4<K$5T7omsh#&^TbG+WoUh`sQq!
zEqP$f5IpOnlsWIZVV_BNt3J*aNE*%*8ne#$MYSF$Z4$|hJSU2N<45R_Q(XUA87!7q
zA%POBhTYX32Fm5qtDZ}D9~u_yf!WyOA*Z}=TM0EdMFl!=Tnm6UG{>$quz{9ZXJ!#p
zmDn`$9Ur<74h-m&Xs+3%H@oPV(?jKc9TY;|ezRI~SoKF#!ykzru(FZ-36+Oa%8C;)
z?RC2%hKH<6=7_4w0K$qX*PyP{7*Gn#b%%CXoEGh3Q(0*0D%Lb)fB0DsBYT%oz9nKw
z3bCval$;CW@?m-kqBwzVR8c)oF#f#l`0D6VX1=e+q@7fH2dJ_{JP8#Z9OHM^`AO8~
z;H;EXg`c~x!a-vGF1gl<XM*v~v{hw13<OG&uC1Pj2fjvlf1}%!Wy}<#SoiLj%&qXL
z!!VXL_>b^E9--YgtCDE=9hS78>=gr-!Z~VcDtsucMT@@={GMt*u}gVIvj6PS9rA=M
z#kP6~7%#LN0=@PdcE0PtDAD5=eO{*AOMH?67!QXMiq!wstN`IK>8qU$jv&c8$1AV2
zHXpZjFE`I5m>n2lY)=f>d|_0n4_5pi(LLogZLL_gCQ^Ko8Y;n)EK*YFs_kwvw5$R;
zU(N!~a-)ckT{MY#qYi7Yf)-eUS(vy)a5Z^al8%T@PlxWIN*_7ivN|xLPeDFX0+2wR
zCnQkUyDp6jSZ5=>4P=5Q2i`d-)zq@CP{pr@g8G#Frt5B_<{?S_Drmuy9Z@xYitY9{
zz5>Z|_ruZYCXI#{$|DqH&(O4ELh~Z)7Px^s{*X%x+0<j^EANN4T~PNuX*W)U{q1an
zl~;m(35aVf6s|?HWu{R=H6VcBtwP9jKh&8buvLRb*|zPh-mb}X`e!+I##_lcf-YKi
zYzI-Mol5!6rn=g^z5<`fMN@{$$|pOs^*U41jilfiBY|MAyw%v51l)$Mb=-TY(BDQC
zb7o2srn7F<$Yf#-12sF%_FXaIm5HVYb1vGC&y4y9BvbulIHfkJXS|~si%sV%cr4zp
zRUzBhi-WOEXbqvV?61E@(aKb#`$9_4z`C@je%4_hUjd*E)15dfwjHs2jg_f@Zp~wX
z1;uc;4ECKX1^9?t?68ovHm0M$*1K~`CpH(E`!wV?3*k)etrLx55C>rRS6pg>F7!l3
z_P)c!cgfGKd_|NL7Ls(vh?9VP1XtW^q0i~|KQiLO$_o}PFJ!ld56Z}La++?w4_JP3
zYwK!JUn8?&{I!@jw>E6@IPQe?beQ-%5e;j`F+8ZU=oTYOqdzTiZ4;}m8lAAEz8JUe
zwNH#1b)Yf#UT2KcJ6#-LAA1ecwdX8)Xji<NhK`t1`ry&X72byXF*7@6pSL2NH9;xp
zHnfaKN$5zsz<pu{PKu&oDL`wI9$@NDxj7v_DtEfCWd71-yuuuY)yqDiz>U?T#d2Oh
zsIPyZgUF?<_-cpP|MGCYEqvr%17sJ%h#wYxSoLHdsVv1xqxCp-jWL6GL!4%&?$I%I
zd2O$E>y%lJzkjEum2YhEzT;aeh0Nkyh8b-?HV>{)Rm`1?v$X=gfZ)krS#P_8N)e9^
z&L+|)vG}b1D;(HGGU31wn>0k@hL0PMQa88Wj?#=WY|ihJugrS9o`5a7H|_2B2=(En
z^1Q<S^xU!EdYw0C-^bDNJd+#`K+h`NGqa?x@QEpr6)%KvF*l%%8<Hs8(Hgaul(Bu#
ztoP~}+8bt^lx_0Dg`xi%;q)uDM!NhNjE;-U%Hl<%_~`S~=kmAV<??4rRR%xujS$tW
z?kyKY%bPj$?u{vl%z@truIy6$Yr<!+=J{+3O%Yc$yr-|PTZ8ZjR`l8}(+FKDi3%c5
zQ)@`vrd4R}1kQF9FKk4IkDC$)p;t3XeLG%sJJEMISTz0;%NlD5?gK5+5aY@Bsg?v%
zs)wPd3qLFDyZ}4YVFe8RJ&SY{IncD!$X0R>+OX(E(dBPFwabxhkJc3G9C?ns!yT3b
zWu#`yM52o*AJO%<>Irh>puAeO8xBL{;{f`<Y2vjHVIBPHa0zeYdbZxZr13)+UrqDH
zkzy|}Fq;hm?k&KbYQI1<_pmZiCqr(JdGV4#2%f*H#|F-Wtp47^u6t%t=Gu3?$gR>4
zn?=M(v)VX6H^h!w67U`<g=E%cPWgrLV06!PiX)r(USEzBd^{DIStZ*;%;b<Cy}~}6
zig+kBxr$|_(B29tyn2;iv${K;y22+%|1~oyoub_oNk=o76_m&`+KNw)-_-YV@q=wI
z<jmJCg-3CCgP+c%^EaUMvuo(RjlqF4b+bO^kI^mhK%T`O&g!QC5|Dp-a|Xt@XdKm@
zyu)8|kCHEf7fJ&$W0EcyUk8hm&w+Iwl6wF~#1whIQtWp*W~@-9@CS}g{y-7WIHJUd
zh-ZmDHur@gxyNFH8e!ZGsb&8W(~;KbNApR_&kP_jBdy;1au(}%Tjhv`C7)as#<t&#
ziaF%msFi5srzdsi*B0h=>{V;i6b-Up2hUw*ML<HQc|0(ctA5xeM+oM~7)%1aGu8C0
zNN2HGdx_AUREipLH0x{2jEEfuzu0NcKBd=aM0+jj2HKLaIiBR6zdIJMP~`VzUF?3-
zE&LqDN4)FJmZfoGv{o?`5g^@<*LD{i=<Sq%GJLgrQC(At{GvtH_x7Dho&QIFj<}r7
zxUk*S&^GHx-Fv2bEgIT%Kw7ZdQ)dtTQ2@Rr=5zF{Vb`lW*1Mnz!>xkF#dZXQwgtMW
z;SlSIi(TlP3h7Eb+<9CjLe#Ae4@?5V6gE!5!tu*?C}%W#UpMZOEOeDWpM0=?qJvvb
zvk&_*4zg+>i}PCarGw7z$)#^n^u)MeRv4AWKbTmYsDk!LEBPYiPI}Sfk0s}uTYkJ~
zu=JFFOJ1PJVoM{6v1;^$=QmAI6na6^?lAgtWO~DMnWU$+*Y(aUw(;X%!AA1ZsfmI6
zIrwJ(XI4FY%lNHW%JYV)yW{T~Uj*?JXWlhH3WBld!1U%w{l#O?9!-wQ-WM~o2@v=L
zHG5?k6FXXmm|#Rn^*J7-2*I^$rbRxfusm4-&lkems=0lZztdg4UzR(aQmuagB5jLW
zs@#lJPOZekw^KtBn2)rQqT@CCpMGeA%;-_3&F<QG%*#QYQ<GE~4Lu((s(4>THoDb+
z7n;r2s5b1j0$Bl1<5X57qD>X3(PQ*=;75y2`rHPAHbKAKr9b2!K%V%e%anE((~+f6
ziSNXTtyS2+9uaH~`<6m-B|%z0$qbX^UgG1^3N)k0jVXvp<}gs;uhEN%lUz=Ju>C$|
zI_7*&UtBX2`wt5vU{<&<xKBcxuMgVwj3AZFI2FUNcYLF*vD@vh?+W{19{qHIMXe2B
z4IMXA)SUbL&ctdS9xp~7WtmnQODW$Qr|Y-1+%qBb%)a+>Y%Xtgz?Q{K5eFW2B1<pH
z`qNS2;=d!F?8GEVH+IyTd8%G7JMp^xqpU~N9kzOq_{I)*<+o~+C8X1e#ZN6pd%iiW
zLnE!s8s7(%9n~PN#Y;gYf=VcEIDG@y?L%Uyj174Knt*ZR7Y=V9_!!9WZlz(`p}(UG
zE7---61WYWDHC>`;}5>vyz%ZvfF}GW3fd^#LK}CR0%8ym9)lYdiS$}jC6sY=vxJUH
zT86qi;;)&2cFlGR&M(2h{c17#Yr^4$nYM)x;x#SCxN*mJvt}Cq3y^*ejzImmXjlvt
z=l+va$Dg7N4dTw#?MFNsfWc4fo5Uolf1nt|*i;CIXpxRc|Aw2bC;Th<`QL1`t#*mb
z`ufx6u3Rr+cHw_y&u6~>wXOAkZH@gmW9|RE1fl}}_xb*Bb}qdi{d+IzY;uxTvnR11
zq&rOQfv{^V!EplwKrT7oc=ulDN{SolPhs%kg0zoM+E_ak#Tk&$>>9_qBhpRMs!4Pt
zw<SsDz}nA0AW=s6)i7LDBr1MQZ6G@zd(7uk4y{LlQOXw6Fh$=hx=Vjk(!78mVsf7y
z&$Yv^LuVFdX!*`YEZ*K6d<k_CO}9*t>@G=BHmga3x6>NthwO$w;}B3zDkMdU0z(cE
zJ+MO3&=ff+EiYE>XEhKb;|?fB%9Z(*CT~uw-%FyG_9a<f?oiv$XZx&;+?fM<KK$v?
zM48+(ou@$8w<`;V(<!dcn1s^rg53Un1+IbbGZg^NZl_Vby6NA#x9;=BHpGri$*i99
zjz`fG#C&>VV5Eg$XE&LL8>~Z>ZeIaS^ulhs91eda4N?BP5?uS^O1{B*7~~4@{E&1s
zi%hyQt8;0iFDzjy=HBz>kwNZt<pMtUECCmcp)9|kse8;?%ktcvUKGpZ^33zg@3*9#
z)Y|!Y@QS@3aczi9wd4`O3?pn&F<<fi^Y*pb652$XBl$A=vp$_(%@)jrN2CiS-v8og
zi;zX~3fK3pD({JfUAmus?M(FSxN#d%vATCs!@Iv=lCIZYk&gd$!eA@>pVDs0wsVbo
zpkDiQJJ*%$9H!B*%;Xssne+=a<Zd!R?&gG+*3KCi`?Ql)56)54FGy+d1u3n+wX7%g
zlD(}v6Vs2%OD@+i>U}ZF!axf_BbsOB(8JPT0rZ2x@}T2M@aNRJ+dmgwI45YbB2vp2
z!)`V_1Y;vPpM&Fx{r(5A6#^y8FbP6Iv)!{Y=slj4FOJd3&eAs3=?RJQY{EL><CQF7
z`Q&d3;h&wz`u=BvoEG$M$45#-%{lmuty^6yA~j>$%)-KpW?=c!PZS<~R=uMFJGt{&
zYF<9opkN9~%|IZggP*xXbu2)t&a0kTB`X4rxn{?&T)?~)!?0BtF%UxCz5%v<gVm6L
z4}69=f4ByP);hy+fYv|n-@c(?iwOe^$X~A})hQSN4~)q^kEn(lnqeY!*k=D$>1+>c
z7qp{sC@2PEKG^6|4iw5F?9@O{tBeA&Bn@;z0k9dst3#o#Cq8!NjXqd`9Ue@#XJLhj
znd4lA-ikyf-Gd(Kf2npLBW+c!u-Q=3)7OORvOYRCZkFc(<H1(w|FjgkAi&pVMi3hD
zrgV!%t@}0ksPPIsjA5OMQ)#rLyO5vl1IR|s+c_r54?ftL7%Yqm`{A#OSAFWzZpuo-
zgMYW+kbz&0@mOxIVw)N`x=3+;HlGME)Sosz4Wh?U3L=c^Bi|7-GE$3i+oavPENFi5
zPh4DBK*_#%2$l+9Y<@F>{|`j)E%~dOW8^$B@4RhS0e3X#qJ%ePCY&+LBldCj*fy2`
zYVC6~@`0i~&~wmw(EAc9E_eP3O!Bn=c=vfSYFpcmX2DM4KO@l@#|_jdvT;$w5ex99
zL(}E5QVycWwfyt*z`1=ib*)Gin|U{Nh7I3VamgI*;17(6ad48zGb)pQmWb)T@_0mf
zEguguuNavH!V!%BIB7#I_Kx#Z{ho(^!;v)|@-ApM?%Q$k_O-<X-yPPH@z}RZpQOaW
zCGT>wk3#~Q0HNTuX*`+>^4OpatH;GO1MQ$S-Xu6<;xkw6UT#}lL%&vy{^a;*0c8{8
zI~I`8W8Iy<FUw+L%5ftlY%B>8Z%hmzRLS;}LFHr1l0by<Fd}_(jqN<r2~*_ZZ|k+5
zp9}4}%hZ+&0)v1{s4A>Gk<GZXoBu&b)K#GbKP0n2aWCzcX6Xr<fL{L)a(}6qmEm7%
z`h~v_Hge;p+DyQd{Bm&;C~k5d1{CgZ8%XEiDR<`E#!XjXRcpUKR_r9mkI0o|<QTL=
zT#OK`zmZ1jkQ7h!u+_At9;tt$!P+%NXPCRZFIOByYHDINv2PSY$<LD?((=C-Ns1+>
z`d-Pk%gO(`=+D$pln#_upffS#xY#;IEv-8I7LK>rDFjVJru{kriA2B4vC2Z&(N~k&
zidV@*If>11@+DQDE&7Q%foUx&W58plRL+gGsS{GanMknce;~(3iIcq^lhkWrcWHpk
zi-~Y{yse#gh<QSj{GE*C;0bG%DD&icI*iR)fkZUbt;IF2vd{gCX4*{iR{KFF`^i<E
z8nH$snx)ztK_AIU?Ge5k_WjV}0&4lnnMdy@ex@GRj0e0M46gW>x56I0xiVCRtf1oG
z0{87j*NMoQ0Cm-|3Pxlj<mDFQsc>y|uTSlzyAu|SzlUS+A20@RaB@I=%){Fc*v`+$
z%#A5#mnod~8!VZu%6(SsB}MAL*1^RzOx(cNrpnO+ENqm$(pNLw=Z5Q;hMt|>DM-FK
zueuUvQIsqg3V+Mfa}}~`;pm4_3&2A`hi~Ig2XAZF&re^(5IXA99VwAZJAhDe-}Xx(
zwc*mg(zlmjV^FIJY3x_siSh3+95r&$si(&V&LoCy%58p_=R44ZJYNLab1MecvBodr
z7a>wCAJnexF_4Z;50s9KLH{|r#DU=$<+6kgIJ>3V?S9~Jqs9N9^Xm<=12lKMcSk|3
zIvM0&kF1UC;z}|x5%J?|e}W3NS0t5)H|7@*nsdi-9$@cXo?j$Lc;i9WCh%NOt!ghP
z%XoKLw(1}G5U8rl{7!XC*`Ri>l@5wR6M-K4qV3k<kx@QDc+q2~P{RwqT+SmE5gGN+
z&k++b<@H9z{;?u{#bYaNdf@LuI*~`DDwY)zgP?YtqTAl!8etMTp+gwIHQ9DmREKAh
z+oNZ_5h<#~&XRa29MP%VCJxu|(?<_P9BE&XC^yrB_!PQ=zlz6tU>YNAt2^vR!d)nh
z7`|?QWAqvyhoJ%+!On-%f@tI2R{1FUA<1E1Rx9a8+5#AnbB+IbhKqZ2QMm6!kN<1D
zLbo|{Vg9H5-?v^|t~}aJ`RwO2NQ8Q%g0`q`*P)qo<!+4w>TULfti8a`^-u%Xj;1()
zVauF8K?A>O<#1+6e%&r}K(b=43ch4{_U~7<u>N$kbx6VNJI3mI+^zu$fVOb_^&J==
z`F+;N&8kMUhmXHwJf6B5n{;_Y#p0j+%B-=Cq$N3EY(UG^fQ*V!zJKO<UQyl=D4YF%
zC!I4MWVgLg+JYIXygd-p;lJQHH9{$aZ=$~uQrII%ch&p6x>gK27$?E+OI9Y3*3?K!
zTx{hwbc>_SbmJssH$AtIYAIYnr<KxK|BZx%v-cue;X*m^#*0^Jreie4pG<9#^h}EL
z9x{Az);b6M^CpJ$N(N0ZENcY9N`!Cob<JxQK3O+#X>6YkH)vnBhiprA{jBcL{@7q~
zqQRmcp#HbPe*2`%IV%VlE=;Fr7sy22pbC~^By}iw5P^DB3vBK`+mW#rT2injaVv%E
zGaBBR-rLQ5@8|6Dm^}T7R}C4%g2foN4(8g$U&sZ%F>b)OI0rjr1HAlN+b)A@H#aq3
z)EV&nXhL%BDgy$ON^adG?nLhSh$(`?2?1#pzTH8Ps2u0tbZewoW_%?d6>kKyEIzrY
ze}b?QqxfnNcDj`>-$k9lXu!U-e)k6OEf!tZ%J-Wp8}?&0Wfr|<H*QQBjni~KbIF%z
zY=@1c4Ozzym5((o$_$!uOWnpX2oy*-f#?W7VDyC;(mm7GzCS4Rzs)mw#QwCK_P<Dn
zHewbxk72cN4U!$a*JU#%st<qp+f3+R%dYPcke=D^<q~u$;@4fnDEhZVfKghpttAn0
z02tW+D>GAkf}-<6=Q{x<<2MFg816}AEcT#r?s4aDgfx&q-Kt|W<*B_P^7OSP9JkeA
zTvimB*)U{cQ@4|v3`Uyxc$S*%MU1xSA4s0nNrG5LIr%ifa~hyGPUGjsb>9tP8~2w~
z0Q-LQMAx!n7Jhi`Y<Tn5Ww4pT(F1f=j;V^;bUP_x=N0ZL^U~4(rQIM?>f0dQxHb<T
z)oy0#d|Oo;q^DV~w<K4Z7bRNOkmZ^PHy&rSCH1T#4P|9VA8LkJB9BaL_2u`mTDeQB
z$l_UpTt;xW$x@h~S_g3urgAxGN?QWmb;IWJ4L<YfX}CdHCXXw)B3IL&MXok*C(mZ|
zYIsJ)+~MTb^|flwJIr%-Sq-=d;(|Pp@o%1L^BKg5knpC@ev1+L+=Qc{_G<I<&8mmv
zSUHaG!$T_4<aROu8t2K-W3^oLK7FD|P&al3yxQo#E0wamMq1=6y|T%ZLr(Cf8Ih0n
z<wFt3qX3a<!z*2JoTkB;-VQ%|G~5y=c}+gsj1KSbVXmAs>xUa3;1{W$JdRDFU)Qt1
zlT<SZ?O_4$AK1Bxy@K&X|4Z-AosLJ|jHl_yw@z@pw;fRU+B1KoGz`wZo5kDRE3zk_
z+nz@n^s+CVgDG@^7i2WIsqCvQQHD=)kB2mNx(NHc-6hCIII^3WCqFabx#2O$oAx^>
zBRrfG-##BwhCzl|k-*oJ^V-Uv|2^z#c*<_ce0Mn&r(5XAQdGpm!2@K_Eu*|BJU!Xl
zA4&X#tm!E>TR*2i9gB+2JahC_co>sDCxwMaFj@Y9Fxu4eQO7yU{}M)%PHwIk7G3)_
zQ@o#L%6+}#JH5eBwz!tZO^X18eB>^Zk=-CN$#P}>n?unGn$Rh{RTsj><m`?;oCRK{
zst;Oe7X1*PwxYt(J^EsmDd{)_1B`%I&%iZ%_aXrPhf8`}XbJlOJAurkCTZeM_@qKs
z#}+2toLTq}!M|M3h<}#a(m8P4IR8c6t^BO%$ki<b!LO-7{mV%`%ewx4_65=)KtA^l
zU5`;T|4bebk68XcgmM3W@2pcVp$D>yUHW-=c?(N*;o?itzs5J(KyCm#Cns-+q9ru5
z9h{=#FS1ZV0yq<2Z>Z9$s^B(#bT>C5;%s8=f?G%@1!<#^jBQOLo_*1d7i>YGWi?8f
zxR`q}(N4HH1Y=9f18aN81P3y6!Sz%;9Ptc{I~?&1oTMMjWI&u7aFV#j=h&czoL8~a
z&WLwl)gi<L9|z&xi;5s9w!;1MQBd9;@g0Am9hQ;Mw!6*!2uSKqOt{;_|DT=b{~iGS
z7v26-ZqqR%J8NiKzs!$gF((S6xO@(xJ}MIqPU!BJgP>OL?VMXCo0;H{FqfHt9$6_V
zQPmp5A$Gq&NgbPVNNdg?QIv{9r<fBr`UY!aV={E#VIbgd-E+%y`PVEcq_&nK207Mw
z=MgJMj4ZK~PRRZqj+cp+G)KRLQPNQix&QW-2a($ZYpH7a!E~|}Nzy7fN2aK+`8^=I
z!Ac2ft_9oA&yU4_hX^DrurY73Cvj|sLV&VM;TTBJCb-=Hm{c&pdGUZDNtcQ=XWK;F
z0|w)upT0|Hc7G!$sz+1{yXa>x7vJ7($S$7Et7`y`P#}m$Fw9^9d0Mc?k-z(ByP4C*
zXoUCQR`>Q#!%5*g0McS>)u}5+I{|<Pe0eqgh|Rr7Odct4T;qCna?^#I3D}ZY*b&=u
zjTZ$UKV20G_)<m&YI(4-LH52bKisCkWQe=jVy34@G4gMRv#_9*Bx(zQn2F=!9cAwe
z%X`{T%tn+$%gY&S=;*g|`Hco9CNkD;p%mF#f-^Gs*VaS<y_cSSEptXjzUbK-ehAAt
zS&|&XEl0rZKdSMoVfg`2i;4jVMFI4mEa_y^+Oah}(tiD7md!1dsgRC~ztG|i@@u&a
zXiLuy!{G0VwNS{ng^V9B9Q<)AHM^s_dIsxI!h{~5pK0zxA^{IXDDU=xRNM~FP9-UM
zB=~=$s%H|0z1ZW1QabvJRsZyt_enm92W}cc#xJ+<$o;<2Wn~013B)uXM3JnNb~h<H
zBkh)4OSGJ7MxkM^_U06>E@=`6rl*ydx<oJ2BN`iV?E`~gQ))lfr^b`2l}=;oo;eb5
zOCI+AnI&3I%kuVID$;Ir6T^Sypa>EN#=)6us8;Jq1vucjqB}_qv*%MjES*`aEXmj2
zIxHfSD8^+mof;h-l|S})Z4NI~%AIXkR@KzVtkvW`ZZ5Ka)6xqI4mMWI;gR;eJ3u)h
zK&PM(SIpx=n*)W*JCSTzVPHfaEJ{d@#!EoL<Iyq1=z4m>-!n4m!|pJ?bI(e34w)<^
zZc6EBz|mW2p%ROz`|d9uSRVlp58tfqZ3k;AH;Wn%7N>3Oj8_F8K>VYRPn)CSPdLOR
z^RvtWdhc(rTRS@u#Q6GW(J$XXn?k$&Z69(({oqSW=?Dd^5v!`JOSBx>^30xJy;fC>
zjMzV<?$Qr_sl7#~ClM@!AuDEtT$m)}!nUf7Bnm{3Hb0DMr7&m}XI!QaR#l;H14bxZ
zTgkLD_4?#3(b8n1zo&dG|Gs7``6AuBwnp04w){omYqGrXp?<&3{Nj9nUmud8p_uB?
zl-I$n+;#zl<MZS)A*X92$A;SYitqfd6VB#*W^+sT7|K1F!a;x0^{<m&o-RZE(#iwF
z!|+CsJmz#xOopM2TsERpwF+X(%3~T&Ps;k;t`aH<7VDa!3S-)%<x7yB$k(y_jrPNh
zO&SIULi}`1YkPb15JN`v)AcYM`UGT;#v4x;51i7~)L!&8qt`<<6Mb>cAjmPBIL|v%
zZH6PHYG|ZA9*ta})l7^gn_+R^@jJV_n|plyrluB#a)_h-O7=^Wu|&6!N-Dx+*y#fQ
z*p+r@=y5+|z1448-$YlOb2CZqlqu-I>F_6|I7ar{1=)79ir3ZF-^8%DIP3g6$$Ec>
z0JQt!HweQklbEOBt7$jVixY08pV1zybITPVE1F2%mUbF1XSfWB;#0YepWUB<VUkL^
zYMfy$GVKU|i;MM?=DTx*_i~H@F=NWfYI_q?Te|Nz6f~NK9Wf|+hQaOf_C9mUzE*g@
zRkY$)VyN|n-^fV1Ar5jG|F0PN?>|R2BPPdd1_u4lI!SnKKL)%KBjemRG92FGoIQ!{
z@E(Y5d!UfeoA@YTCrV^_;X$iWU>*NmS~5aU2udhz$1c$dl=fYdwI|DFccp&2L|%)0
zllcL|G&@6eH}Y<_9~55F!0+b<E1#l7c~#j{B*A*HJGRfo;(IN4A8<32*P0JJJj@4N
zPuDj!3>5Z=pjcUHfm?5~@s(AHVKKT7*0_}k-_yy2m0H}uZRB}4_d7YxxZjs3Ydi6i
zyYIE{dKA8}svrxRa2JU<i#3qe0=Zb*+8EC%P9hn@){LzfrD#@{uE%Y!7Lr*=zp@>4
z<W0v>k!$m?5{l=u_cqPiPLk{+gqINUpv6Dl$s_Td$>D^G2iz}mfqh&l3qkeE+CPd4
zlBe=nSA#&{pe|LGg<~=KN%~=#48gA6*;#B?l(x%{<}TZJ`Th;&A>Vs~Fk@n40UuU7
zET^!P)IFL!fOSnnmsmx`KUkpL+=ufae_c_d&`EXe;Cs1%u83SHedmh{Q%;K&)B<wx
z$A$St#M+x2yg=da2zLIuLBA@wb8fgreB&^K7Zw)lA9#DGr^z2S9{g@8IKEU+?L_y2
z-EwnsmR)%eSz*%C@uSEE;e-4iXZoM5uLch{hr}4>_b2*Ku7j`n?a517ejdeL$GB3d
zq>b(OKYI}<CmD%c!zm(WBBO9Cs8?$AbA82VBcW1?&|5Bzob1Q>Gcz!;h;aNYMAf&U
zY8lSijZ<gZZwnfCDEYykx4Okhcs=Ond?ZfJ6&?m@z8|~I=m_$Ad7|JJEYp!0)?hJx
zAGir`|7MddU08@bB4@qgve@T_TWn99&$APIifyaLCuEK90fAm2R=4Yf_ow(E1oU)6
zn^=T02`^D9k+ZRu*yt=&HprI_yh>j}%mOi6M3jWX9WOsL6*r#HUssIFd)5_T>smi~
zErXQu1nBlET^^=irD{b+vGaA|QSgo9QM{7nS9YL5^?v;>PL2HbtmY~U^}8YM&>Kpc
z+FZ=24H3Tbyn4qMW|1$2Pn%_O-idAHjC3;XJ6Ty&{tv%hR7Ni!HX)caL@n*HDHV+(
ziQH0XG5fcfhNqjKNlB}@S+UtmOg7*IEj=~XoYRgN1eO)p&2lw*Kv*M{i1sdYI-D@{
zskzo~`UJ9}pMBpL*qH|qviT50(#kSgey_N3y=7kJZBBP1n7mS}sH;<c#CX3Q@B;NX
zCH{t!`DBbqN=E8()vu#oKNBbZ#*BWt8CHMI_4zZZ@eS)x2gye7xq&$1zW*0R`|g+p
zHjEjIN{f(e&o?WjT-;~Hoqdt54)?20m3#z%*QOgqRW+V~7augq`<>AJS-cb+%6Cbr
z0SHyO|3EE%GS1zTgSSuA%`Dtwe0qAY<DxUVbzOW5R4a=~PL8C-&rfA7>L%2^em3Oe
z?OPD^F42!u<}WH-v6?L5D8<2iD&|SM9?Xh#VPXa*0cCZPEipB4FkbSXex{VtUDn8%
zBFH!QQ1jlJ8ORGQX`_AfyTa+bI}yK<y5<+itV4iZFWRyr2;TWYy)C-?Y6>(3SN4O=
zLIYvLC*fW3Z{u(B0XhW_Nc(f4=aQNhLNV>jqSB-5$^$D?M%D`zl`QzW-L@0g9<cdr
zBFxQSTn^Iteld<o`>g2vx_&%srW>s~(@`-+S3vNZ*V6jQRq122<?V%cK496aXc^KT
zL%o*|mhdg1CI288fhvo$nm&|~_$e)au`q{OK`=h%_NHItss5%nnO(RxJLp&zKQ61E
z$~+U8|99zdk_FcqvSKLbtCpo9COJMwOT9@*5$z<aHq`!BL@2k5<T_I`dMEAlBESA4
zOLxM7CUQYlO=l9E*~V#+V)&<;zo&*g^~SmnqUO-Jn=LmtHApwd$bo;hd%OM8>^CnQ
zDS|r{(#!IEpt&ulEeZI&JOtv%_(Ke;*3B+?#cs_u8M(Q+O)l?HKF#jOo(dGEh?To_
zl2&u1!x>bp`1-q16TrTnh6f*7t44E>AKQe5#^|2*sDGTNz}f@&$#@ra7a%#kX2u1*
zevfn7twpNVDj;vZ^wOXdD^YLl8VmOZ8G8e9aPbd7&vy8W{uzKXdRIWNZBkFz?^zG9
zt=lVzGmwz%AZ~KUmgV)7v|A)4+-b)x{F4($<%Oda6^ouhK#@w1@G-BgcKvHOrddHc
z2hA4iZ6}^gWlhcWmIGhj?a2iNL*oZB;}9*EWN(<mYJJ&6(ob@7oc8voTgS(2-ya5-
zxyw9m4h0=_Sdw-oZ*}!y!oo}@#FU57&k-=dp%D@A1z>fsi@8N93M;IL@!s0nS_wW7
zo=TvqsseNT>1=!e;Q=KecwNz?Ci!%H111a4M&L)l7bc5|z_Sl*cro-r0k1hUTgFFG
zdpn;8OTeRVmOBA>dDave)bR8sN~Q`4IdHbk_@4d7G!5a5C>)QyBTf6w`1eWK?xMX*
zT)YIE6HfaYz}^`8+5A;7&$Od13#wMPA#-PqM#>{I*F#`TA<B!+?*<gDo&d<>J;PZc
z0fClpBiAncn33dyV^qg^upF7&<vz?RsoAapc)DM11-M?cjcEXs@uDcb0t#;slDc1D
z^&j_W)d?(+YxRVD5upi2U}r1Vm|0qFyW@wP?5@vT_JizHro>XYtwM6!b{2hAGg}51
zfG9nS)e8~uyp?)-G|lcU{MLz#olPAL7{rZb?KRMcT+Ca2Fb!WQ23A>_MkTD#6eg<&
z>&)w<lUqiEytoKT<atRQ%%d(HUpCfKY)?B>2F+Y0{N;(h^P-(<5A^VxsyH%o4}1#p
z`=t|nx3JCf9r)w|7VXhz`0Oc%M(V)2W$V=G2<ej1Ag)j9JgH)e##>yc=$$7skq~dg
zQ~%DlgN}BS{mn(-)&!d6fhF+Bgdew4y5iU4Gb<1JJvv9mm`agqK}Eej6JD6414`Px
z=f~QSjE?4J&A)4^Mmj#_zxx;QL@pG|?X#Q~@sQoFZ22oi$nN5&@~6To>wh$3sCutF
zA%>^}PN4jKFFgGPy&@eSZ+_E<<CBsXyZFs{Zugyep$y!(C?f`hUWFvuO%V8tV_2am
zq1<)QTns7|NJnjsyT$&9po-lX0`U5A?mV$?5pWx|o|O)byu6-E$Gwj@#%W(OMu^@d
zb6nPE`;esUwn%&})|(k$Gq+aX2^<I;`yn~d7JNQXYBo7eM%V@pYPX<x-g^Oh-euS}
z))r`%*nOLuSKryw3mOa|7}*Bdx#>7((0sSMniF+0IYY`*{cX?*cec>e6W3Gif7L$l
zV}bc<+{lRIaiu~leH;Ar!6Yv&4G+|P#;mR$MIb8b^08do+G3~rTZFf~f%YXShr_2K
zjU~QM8kJZuOei|5XL^R!6109@G|h_#&cGBTiH&Q&fpD?$#sLE5_|L(WynB|V&OpbF
z3#2wO2<HjK`)5Io8cJ?#d#gtd;U?Z48k)7eHLh;zBdh2}kmd;$FE5dFINYr8Gdb0z
zSs!W7_~GidW%)u>o163koaCjsb*l<x-lJm#n7hN}{+0fl^MTd8MjE07Dn_$+p4RV4
zX+kh)wH<0A=vwNMPz<HCK6_QZ_omKwoXr?Y(oz(ztvXeGmiH?iOO>N_*4jF;Q$Pho
z%V5LJ$z7T8vBglHJS30>??@GKI%bfAO^p}VA51>qS{LxXPRxkQ2nn;@MpW(Cn&WGr
z1Vjj~xcA_-2on?k01aW2fO;}qnVf~Xs-~Qos@1>D((idfrV^0WMp8aaRp8glOSHJt
zEQxJ}hGY%?J9n<QpUhvm?mOWAz{6@l`|maV;q>wc^gPLwP8nEcPnh~9yK||ie8k7-
z=(!Deo1GRJkevLm*ycj@{+X&Q0=>zy5Dg`VcBc4@(}|-Pq1NU{c;|CIL&?|@d<w5d
zTfY(`O*NL=yP^CD|A#>m@7>YORaD{Bo@CoiQgE~0PSAUZS>@r@l12kS&(Xue6w2`g
z2fEC;E*544nB31QyTRmsbkl>(D&gPyc!XTQTP<p<K}1|JL@&mAW>BytXpPMciy?g}
z!u-}oiUCCiMnK+ue&phjTQ%G!Dn`Nene9x|o5+{nAq_1Y1an3_7<pcn5SlC}z6Ic`
z!x2gPD3>n~Q)R^N`lK1`pC3@Ir5{3TOGtF9+miOzy2oWRd@#-rdcH73=@odJ-+5Dj
zlMMB5)mnwpBZ2Y}(yi|)<6r_d^MpzIs@5ybb@{Uf3ajgAVQi?hU6@j71_iWDT@EKO
zw`$7te3Ec<g8W#(1ggwT<0@lHP*F)bt#yS^X#0e+iuZoa<09LoSHj13s+AoJO^bMj
z2Q9CnXpM?Q9ibhSm;X}Llr*XC9h6h^nBWre#RY?5|BTk?`z(>@ySPxv%PRmDB{q_a
zbE`qSqMLlX^uxgq>VcwQ&&skguh=I~Ez>`6o~qwyCIw+|!1M|w_RC!|g*|!`^q<;p
z!jTwM_WL%)5QB)WNOP(>HcV%;pI;q`hO1Y?w-v;&9HsBy=ZL-I+Yz|3?}g|0SS^~x
zwk0z#py%)@PrFOn*SIzU!lXto@mn~3>bpxdJNNCjx9I%w-zSmY*CGpI#pgYU`rard
zgQuS2+O%2?1VR^@ZYU_fyMV`JNoFvAUC(*6P&$Z&a^8-8Mf}l*8TJM)#dP)<93La`
z3`}+=;~@&82trt7+mIAgUh_H^M|ZVDpi<d8v9e`*)2u`iF23^EwP@exrR1g60o6Xf
z4F&B~GCxb-MuwM!|Ng32dfUYh|5kkcy?icwcTmg7f3^}jbFt)9{(B{lB;}&6q;6YM
z1Kzen<R6orhp^4iy|L%ch9#~NnNfn11l_N&fnS;M*;3wks4!DsI*zV~5RVl89(@sA
z4-kU<9tu3F`QM{=QWVn_>vvIi%__dA;|Eo}UYDTso1KHp<=@zYh+VgOsru)V@%H!I
z%V?e?#5fqVzqns4vBPktmYMVe#`=5atll&c9aC=ey!Rf*s02Quvene|`#sH6UjDQh
zpWield;y~nOiLOpfxl;Z`rPJY&#|Gf&xySb>Frll;Uc1<;s=&S&$!JN+Ys`2M>$U<
zy@MyFFM6=B?@2%!?ot6=Nxx=rZbuUG8Cdw=v+x3+7s-`Y{e)5w5*iM{O4@HRF{+TB
z)UR9v=oeFgf^|v?Pa$lCdPf?aMdjw~)w5|*eBr&PZqYY3-ZnIs>~Yt`P{Y=*QfvLV
zf&hH>Lb-Ty0Ci=~IgyvbZHA}%jC`xMdHV1pehobprW9!xfh#biJ|nPnl>HzP^3Q<f
zICnMZ?%*mEw31vo*%>t{st3?>5rL||JEHHjq!5ULvvb?RBn@w`_vf)b)^;{!7BTrt
zDhO|(wd3*X$XnM#l20Erp6nEq7c}f-^8;wy5dvogha`^j8o$ucXVLp%TTa?AvS&oy
zF}l8z-b4I@;~73wxE6yedcaU9ogKb28kX+i<MquGq|`u;e$rGj1SeKQ&O&_sFDYjP
zoCX&kJB4?`BkLOcQ15rR*iPD{+Lo;FG?mB}b$F%s2GD!v_g^!5hu#6*({~>727%gk
zc>5NoFG85;3HE-vIv&qRBfUQ{CtG9RH;PHilt>5mCkTqQ9BZ&n`>p8o(BFb5yf*F6
z()ND`3At_#QBzUGiI)?eT82UKbC#*TAC2~p3jutW`<Ir9&9pH+A2^&Q$&TU?DTE8~
zPJ4PRw-tTe&VSt>eR=h9Zr0>dBx7h!e|If_(wLn~E{9|K(D3k~eukXrIPL}1X@zk&
z-1SGy+qjd0Wpc_{tkSB@>DK)tC&W^CLffeazaa|Oqn#~a!}WIAo9|m99k;ph;yfn<
zzMVtgw)wKnm(bM2amfr>J-PZb86o8T=^AG+|53v`C3zEj?`|J|hm{s3_WYfW^gTMm
zsb?bwGA+RO&Z>jWq(w<M2FyI4rUsoj%DQ&WjplAT5FB5Bur_R|YQ)_P>OiZ|%xyp3
z4cULictesZj6gcUo>B4?eZ_;>K)!#AZn?C(mzd|B@7JxtOlM@XKtQ)RPql4wr(-8)
zzX(95cTGU-!w<p;noWMd8}4Y|dW~O4<s#W&WCJKE++Cq-*-cz0d2A_cHy1T?&sGY*
z(XNeG)?&4AUdR_R(IaVjIdXvHD!V5G@@ZbSg4{3mAN@~sFiRbz)%HuM(*odUzV5P`
zg44~W3#u7JS`t~!R?Ds*=VBOz`HzopEVh)L@N*K(Bupken7Z8wA;oayk695-4SSc}
z3x$^_Sk1+|nvW|3I7=85EA%2hBHp7a;HNA4aIw>sfiTsLwrf}nF&6i6eMmu5B#R+m
zyWwA^l=sOWT-&cqkSlEW$T+v*%F_1P`pPywqxyvnX><6nutJH(z0;PFU&_%2ZR3rK
zNIYjO)z%X-+Y)b~-+9efOCC5F)9XL2nhFmw*hR{h9z9F&om`q*C%<WWJQIAwHJex2
zcuy{O#{Q<sc*WYGdgf>(>6HQvi?F-#VrpV$M`JIZ7Z-FpDgg%Wk~Fj0@Y8n1B4~E*
zZpo!SReQLZP^c{}>>Re{>)wXGLj(m073W{hcDcI*QbzvI$(O0Jd-pP;2RLRB--_X&
z)4=P4c>c~@qBw4z<(}yHjUJhZNxnYCrjozk6&p7f*X-q3`V{Et)f2gQ6s_-pc_ZYq
z^x=(mFX{>^&TFdzt-0~>%r`J(s3S<g-<g8%%}x}~7?5Nr!D`~`yYkO|;Jtgu^Fh%6
zi)|_YPwrRX;$MDKB&y<zA~Vr8I2Fv&5y<+YQo36|bBGAGbY&(get=`DhzmGM9%E54
zs>KRyNrD)FHU|^0z}hp3PXIz3X%gS6D!gA>m4AM#V5q5a+t$!QBp(3T+*4gH#qLvG
z9>on3C*AYemjKNKYg_wIUoAL!n&f$SdA|IMT8Z+=`eg%V7?z{`L?SLelp}xzk*4cs
zsUq<|;@cO$zg)rp0E`9^|INK^Co4~cC>RNzPO?9Y^~JpgKMPV#E~1W34NHlqDbzy$
zF?-%Fe{)sW(x7}brQ$QFlD?_@=dCtp&nPFQ93x+H&A%|R^i9i@t8npK^N`;(0GOD`
z-R9I)j~upS5KPQAhX2ZK%mUJp1@$N-JS%v7q*x>eW5%4fik9xTLG;;xS(0HDOiPE@
zv>uc`D1<IqB{we2m#^hK&~dRu!DaB{C5$pUaZYd9;nfSXJpYJ^k?uF1#Wb2S7z4ML
z65g&+6sE<hlBisD!`C1ch!&|vMRiV{x9MFf4K+-*9E4Rzf^&H=Z8utO2FJ(N%D#xg
zIj;c`C6mOWT>BkMZ*jhex_&0CznNDx*(Bgy!T8o}|5+`BLaZmWNo#)8ruMa|9O>%l
z$@}d_{o{>{x*i7DC8gx?pYw!V2sa}0!13c;l!8#=!?dMIkGgyf%|#D`NTURyyaKPP
ziBVZ^6{4L93%wX@zSsStsRx{)ur4xrg|4jkmRKDGRfl-Q-M)^UURyJ``s8rahiKC`
z0WHy~cKob5n17^u*s>re{iVi)=AilS1$+8G+p7bl%W!U*#_k<(jfUf5;bsB91UcV7
zz7-+${j(nCa&yR0g+}}YM$<~O@GE(HG;R7FNtCq~Nu8q_jrusuAU&O#K~rFHS?@~n
zA3{@&(AOTz0ZwXcDbf=2^Z!~}(?LXJi*v(THem6L>J8W0KP!*U-KEm>EjOX^B%?qu
z+lJ3S-v?1_#i++xU8-pDrw})ER>wO^T7`;l0quz(g_(2ETPZsBO_-5{`YF_9wPE1a
z!xyjy%OZPi*R3FS_a<YyTMb6vL*Ce>s|F&Lr<sOOjei#UjC2IfO?HOVyh^2vfd>5b
z{VPFuIYEi45__9bZ~BWuGa0p^#2_XA=;X4M1_AZUNYK{G6SFGW|5ewSe?!54aoiqh
zNMp<XBw-{=glyR<+hl1lGO|q8$eL`8eHo1~WRztPVH!MR%`TLEG|WhrBw0emgfP$O
zd%n;4{__3&0r#BGJ?GxfJ?Hbf?{_CWTxM3pZBR#z^KqneI_?WuR|PKPS<6tp^`2F0
zXYCm=!jxX$mSZbuMS?Ma;CQcM)3C@*H2wsFZh4JRC~p6+TWl3<q?gUdB;7du1b3&<
zn?1FBeb=>=Jf5D~N#mDO2qvC|1;J0SOC-1ve}*8B>Zz)SPxRee*$?@3Q^$^Gtz{h9
zU<H-X%@u6}^Cgr62sU?5giV_u)L!gQ<WysHq3RANKIWyX!Zti&Px+o%jvF1i$>lSp
z$kN}A=<0YTpCeQf>oJdI7Xux~AqXEVYjIPh$2stPF%pd}f42-W3g+IH{W3y<yo-;a
zfAOQ*OD6QlBkL1Qzo)RnJ)||73bLDW=GLf4@2T6g0lmmPJGpGlhzLE}wodP57K89<
zYvy|&ugZ+j2EgkII5=ZIlR@{Pl5_RT{xf3egxzhtEp5xJV5t!YxhAkeITZKEK_U@Z
zyl~Y?bg`DEK-qo|DLC1uxJ=&zk>{&$e#Ygkkx|a}lS;|Ra;;PhpAN)ItkNm8f-^G)
zAwNNZs>CO*5MYG&dFUc1>ihb)GV(X|gl{`>KW9}4^I{4#J-W+md6-@86!QWMMlCxV
z?q{;#1#g_^j$gC(g1XqKIY~=Ra%rbjA79nU>O~yhUv{uhGoq2LQGgeZN>FlL_AWM5
z`DpYSQ1Q;<&DC!PaTeayH{K#nuTq*^3&=%8eS1$(J8`6)j^7#G3?GZT1aS8pzG08a
zO@F;R8nE+Is;NY@!S61qq@J5ki*mHhk?pJzhmiabxD$g3P<3+Tkyaz8xv7!W)xRP}
zmECD@CE~BTrF}1sGtp*KtoAje+pv&~4IsL0ecQkE+b;VuS8b<7IEjba)y<xjk%*8S
zvsKk4c{%39ris&-_vm7MIR?Xpe+8vK>H9-PJQo&<uguOF$nE>^A{LvYZeQX}s`c@c
z?=_YR`Y8X(lOSVv9ots1Pv*$J5ttY<Z)!Lc#UXj?fP37kJ*`tV2Bw$4o1d|UWshEs
z5j-6FDR}gCf{14?Zl7xQqpXRzmIG|<nq}H9AcH7N^T>F=JY<~BdcR=vI$xVdj1U<3
zdOSiEP&wR8o&kk>p0%vr)6S?}xDQ3xR`i#`TOC6l3{p+#E$4G+n443#zeyPewYy<r
zs)b2UJxRcY^bgGf#3VO+wmM#)(@~em1I(Q$??L{06mr>NP?PVx^W&XrlW~P6jhJ=g
zfr?LUxVq8%b%|uK(G<&cN>_DDaa)7dad2udCyOg6+iX~cPOddW(dg5Qn25Wp37Ht|
z6|N=SL%!TO%wyo%(IcA=ivcyJ5yPPjk;bNrUEqLBeupfv{?$}@z5dCI#&^mgv(HzR
z{i+I?sEqrKn=_DJY2+$+SLZykS&!$lpTubODZriAJ)nm@BW6O&k)jf+S5}__mKnSj
zd?qq?U%esL)h{el@41B9S%PcErUYhu6%AxoPO>t^FAL>c=UM&H{M$!6l}KI0LCk;L
zI%d+Sm!8wTZS)T$+|y(^0}X{?+sQy<or5#CqXU&Z4gYTLkQE|u^%VYQ0;kOycO;Rw
zI<f4j8Hk>cXnW#NAD}^JQQ{|!SxXF>r0BB33h9ad8ikT|)RuCv=kiP9Y>;&69w>8R
zFVwvMrj=dvVp}JZmGg7EEnh?JKJ;>Jh+xrFS^QHQ!Syyae63^!i1@`v<6Hn^N7TN`
z%!Xr9R~D1zkpV^y2IOUZ`a76x^*|V0-Hsmm4VHmY4&?XNd=Gth{OjL|_9`DmJXDs;
z>|(wfWMY_*X7tSC+h)9knD%7u!ks$EG0n5h*JyY;^ojy2{6RzO)5~}I%zHDG+-lwE
zS#H8#t29ffH+z~4tfHEePnn+#LX^en_GO66@in-A+hC)sU!yH&1AdUW{PB~0zIFnc
zK{tg)O_Oe>J~Vg6p5B|E5ImZXV&Bd!{_2g}W#UYp@jPH;F3-p=mlCinx~9OI5f;^@
zn@iIhB5*T#is@y}j><W<)OiHj6|G+X2~1TU%}g!`D-5W5wYn@RL+W$AAN@O61d+tj
zt*qw!%H?tmumY3~!nAgUQL*$A!6u8W0P45hZBt)e<GCstCkFc|zHg!gU&kpH$0&~|
z2RA_aTyoz{zq|%LM-u_YBdHq)oAh0}#g(_X?#QaFG(5pc_p%i|DKjm{$eP#3NA^}K
zvb6`FmDWdZ>62h5H8@Q_mm{t1mRxCXZ6LEw9J?!U6m;asuUgNMc(%5huNlgQyn-5^
zC;}O*ltrokTF@mcdvogcldKj|F4HqL23W@gqGX|@vv3^2N4kzy57dZo)(-#>K=0Ku
zvdXCo)3i_46~h)jw%AWZOXwaBZ>M(l$xDl-A6|nGuGp3?UZ2si^=Ta*lQrC<K@R0S
zh8rU&2UQO9Vc%N|_y^zHm~fRYmTYOFHXz%kr}>*gL{c==r``6%^~>fk7yH|>HDYAC
zUbFswtmUt~x#=t(pwfqryf25shb%TFrOo^v@0G&6r>TFz{nij2+Ve>a-+%=>0BgAW
zr((J-%f(c&32rMuLn8D7t5-f~oi=CZ3*wRf^J0|_4m*f>qQjN%3YOQ?M{{5x0p%z=
zuw!?N&y8|I0KXHgaWV%G+kEyjT0Ts-IU$`D7TZ$JuOXm}|31eXOP_#NTK|_y%c87-
z(fP4bly{cftf819G=A2#=s)&|@*y~>p<d{z&Q+526eu$XL$}Koe{&cm%RnbF=|&7G
zEzf|H(%>7A%_6koaVKht_|9|O@92}A!@n@qzuR>GZ(|OH;o6P4P<nQ}&a4y8KtE<i
KmWDWe7~&t?f=eF&

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/documentation_03.png b/content/sesion12/img/documentation_03.png
new file mode 100644
index 0000000000000000000000000000000000000000..dd21ab73b533722db006c471030da5178612363f
GIT binary patch
literal 51862
zcmZ^~1yoy6x9>~Q0>z3Jm$tYUw^FodaSv|6T|%HhaVw=1m*VaaG&mG5?(PztAVD7e
z&b{Zpch7ihjEwA^J@*<T%jR7F`CAcRROE25$gz-+kZ?ZBORFOxAzvdQy(oBz{`||0
zOsV_x*9$jwxlc$Hqm=v4H>lQ<%92P()p6MOrfARin9lNgZb(SD-Tyu>`kjg_kdOvh
zKTAt$dIOG@F-?f3A23ciKYL0Y<Nx^h^*bu^H-z{$(HV;-5qmu~yROV*&J{_$cKMa~
zp_(X5wmiGmPi;-2cny^%r<ZT(K7Rdp9Bh$r8qh9Ko2FbtH*fgk^kFSI1L9=8o4E?Q
z*m0<Bq(&JH41X>~)j~Sl(PFb@DYpk3Tc(fi=${MF@a=a_0ePDMZoF5=5&z6mU!q@2
z|0~MU4|Pp=$q`<%S0QmiCEJd@h#}(+U$>wCtilhpA5gC!y*7J)2NSSWrs<hfm$WMj
zHny8C$S=*;DyhjbOPWejtHUWf?gR48^q?t9|LW9KJt)*u88z^>*dIxL-`!l^XtS~K
zIt^<NJGv8Hx9x#o8bU)2${}=QqCpT6JeO(ihNeoz{_Bkr3~jP*up+m^F(9vqmL`yj
z>#Bj40q>uUnwY7xaok3Lcu?4{{Jq&3{`E%L_J4nlzJ$iHq3K#`wn~Iss6vGP{=wu-
z^Yg)ELwfF9wKc9);c>|vYX76NL!!fR*d~<QE4MI9NZ&%r|5)v4{yO4tf3OvGHTulu
z0iS~CRaCDM2{04aAv4-qHF;B?E3~eSP{(sG`lSTl3Bam`X|&^Rdh*miR_OS>TpA)*
zgbR+wknBY^h56J{ADp_FaO2s>-)i=rVU8wFc|U><_ONap&!dfrRXb{O7$<Tzho`>m
z)LcRH%ZS`67U{Euf7q_N$Xc<nm-M%|JHyW})ICpn(oQluWqIR%&R3+&5zJmjeUz@k
zD;t$*{K00QT#Fm$z}K%F%yIZtgfm7~GrNi2K}ddKd&B32o4@OIS$|kDccX(e>&^Z=
zgigRz;PLTzz;%rDW;2nLL((|FP4nC`&vZ7m&HE6<cVgu#Lr3P(FV)DlfW1#4(PI|{
zPuc%Z|Gg0a9zSs94B2_xoYL0esdt_UQP`sanO?BHfc*_PRT7<ONJxRa*DuOmN-rQ^
zvkg@J5}kTX=*@9FQ6qN3M3ws(85U|BS@D~tN++=S!OfRxSjMzEMeU-SSPalj1xAox
ztPC?(zUpNu;pC~ENeV*FOW|B64A-HCqMD1Kmvm6)J6xi4b9ryP9M0U+RA;V%tn0Aq
zV>--J;~C9j60G#H80GtTGvw?dE%7#8@@iPW>K9|tjl)t46id%U`8%n$xviiOtl9B+
z*`p$BQkg~Zh1Z-rlhpfEm4M7*$8Be}hQX069~ohmQZXEc=1+xK>ul-5H{Id(?lvI)
z7=5BMndnDX&UG`Jd$v;7;p&rdB|}O)7e!*^n-lCW^RJC|H6Btya@W83DOayJ04j#T
zN}ru(NRs+Sd$x)U%K+D}#0N&E=c!7J+>A467QQV-NZ^ov<Eqrqed=EJek!{q@m-50
zP&JXq|DGjC5eK^)O-@oU3hS>-kB$WZSG=HKtrHBFF^ifmrkC)VeO_iJy-{9_+kN~I
zZpi{GSq$Ciga&@pMz(5qN4nsRZZ&uM(s^0LrR#>fxtxM=mJ)AYHM_RE#jw5SDSGAk
zenabg3M9K(FuKwa??8r__?-AU^crvyrmKjlu3gzBg*~bx!Vz>jGbHs_dBp!1deyj^
z?sybF>h0hfy@2&D+_;8ll7ym3@#O8?_quaN(Z>|-2T9;cmd-`&xfhe+o=6EHb=uqu
zx?gPe-XJP!H$CQ)kkQ$tD7zLtXNz9YjeAC}&A&#IPAu{qdHCLt5wmcSpm<s)Rz<oS
zyWSt{WxjyN%Zd)K{}HumTWL1*#)m4FpWVX@4d6e%x4qo(X#{FVa)ah6=Tv%}SG&?1
zyZ1HhjskC@pto?Z0|2a%lP>O{Mw`2Eur=ZQ1@=U0shz@pqIIt<Q&<#1p^*51?97cQ
z^80wk)Xpr1KgWU}yr5GZ5mxu<C%~szcl*Qg%{0cTRL&Cn=|_7*+gjSNbPGQ_bhz23
zHM9IgWywl@LxpHKjykR+t-jafXAYwEjsWA%s4<DLj?CvZvMBYrlO=rCkPXMN{=@}f
zd%+CM3$&#??2gl}I`Y-pdx@!X33fK8*kn>?y^-Y_RQfdfqu-9dKf)9h&&Ke}TW)7+
zpp)2r`&z@l>);z_6;!E~lDON`8(X6}w0mM$iK&K;mw`Yow!H60?y6}eg(~&W-J+(X
z_v}^|Z*2X|rXBVJyXqd2ACjbN->(2_E96+><H~6&yMps$_7v@gHLf>03*)j46K;7N
z8$DhY;9>>cw|;#OThdV7=m^Zcfd`~;EdK58T}DpwdV6%sx|AQ@aRdR;DG<MgW>n|b
z?X2`uXfXC}lu(!BZ#Ws-)W<4JHLE=h@S<w8b0z$9CPmsM6;=-T8C*UcN=r+*gk5YQ
z^2*8`@kHkG9=;7z^Ji1m&a*!d+}4w_N6KO$_pfbpS8<It-*3hat#%tp!WrFg4)IoF
zY!v|=K`;ZCJ$H2bDq5yGLSJ}hWLRI@*MV61Mv}ML*KmGx;(n4H3p)P?VbT4UM>2F+
z9`{aC3*!m$!W%$&Nxzy=L$yFyYhc^W(dJd-!B{C*z?ErF*09>DO`vh9=bnh!OKOAx
zjVPIeRhbuw=uM%b^W=BWmuKvf`jOyU^>}R)E4pWYk|V4ETN7tqv~k@eT%e-5VimYW
zXBhO;3w)~N&P$989Xsv{Iw{zQ$KgGjvNE4@h4x+U#+qIY=$xI0wz$lCC1_PWv1lvW
zcJPuth#1*fxvIAkufA*lYCWr}5%_4abp60M#~NiB)A^lDCoZP>GqBd$&l*?JWqQ~n
z8UFc~1}FapTeQ}GM4izh*VQ|nZpl{AW9Yfo(4YPzGz@N7N|y7q*sAG*qJ(+eCHmGf
z7DNAhONCnO?#Hp%fUonSg__b|A!j*7p{f+uF@1kLfh{{Uo%eFuYoXSPNiM;Tj{jM|
zJc<`OAMWy&WknEcirl%o7MFDbVZ{og%y~nrR_oz79>BvDHZn>0d!7+CS;8MdqLf}h
z>dj3795Jckc;FvS;jfeMFh|&=c$|_!5P9_MjFpF)hcOk}jXgxVfjXQ@1hq2yTC(g+
zwk=Y1r1K5PjdHgf`uO&TyDypS3dvS7sZTb%#%4e_=muOYo6~Ys?u>=?ePfD<DaQ+R
zX=@p)sX$!>#*Y)dV{)WC=u`Rlym+`1xaDSnB%=3jkR5+{9$H1ZGZYuEEtx5Ictu&8
z1;%gWvA@UjBhZl_X*GL_?rp&r(NXC=oCoI3dwAcU59~4NxyEkDH{bxE>o$Zoy}!F7
zY*woY*%}P<tSCEv!8lDi^=ei9jQPa&r6w%m8@PmvAnSj2<W4ms+u|Qbyn*+qb({^I
zJDQjdXZ%T9hUom2si9sL0N`5d!%~YyXE3ka8cXps$*98>`^umB8f1ZCzJ>B7w^f@&
z)wU|gy4RLiRC!ie<zM5rTv*G+2dxiI^_;A(Racu?gLS*JMy3FAE265)T}{*eVdJ7-
z`=9HTVvmmNnyxXsL1QUnq!t;H>Y@6#kDcLI)wKR&E_Ej}xY`Ed6DnC9p&=Nj3Ml}$
zzKz)33hBJo;iYgPPXEwu;f&|$8P1{sO9kz>SzY~ZIXjI!snS^}D-~1@G8Zc<`m4Pb
zMq4;TogZu32}hgr5!QKX{29M$hI$KMcycpdtLIzY&!&Ea{S~K2ckt8t3OzJx1%K$@
z3tHI-tEw8c$u(EWRrSlT&%)r_qk#^JhELl8I-+7b0B7*vq(|sPt8jay8Lz5iuNNy#
zv5Sc@FMsQK7gp<Sx9MBU;#*h8(#jPLUhAC%+QpU7)g{f?R_*1Ac4TI{ff`{|jbHWI
zNKMRPXRsv?OPVPye*bDTRSx0351cIR_u<pp#CcE4%vD}G{w$fPEsM#HCW_MaP9a4|
z6hE{pyN4u52Y-}UUP;PJ+tvNT{Wdrk`4CaF9rYa=z=#6+H_3s{7o@=d#KL=@wq-}e
z{>7LCMt{hb{u7b%5&Vxp88!Idd-OT)gF63XtVXC-zP2J!g~m2B0iFG?n!37E|8Jwt
zwSP_`yePuNS@oX_oRa<!b;!Mze%q{m{?VaxUUUu%dzc8wL@*g<?#fByHvGNGoPB3_
zkgxyWYvHd*)tpblxH<8poC0Wl=GEEmMTs_7kD_#=z)Qnc0)iwOkNCl~>3!$>2GtJ-
z)XCg*$N;ztZ(4B6Epg@XZ!%va>&urHfso$D2zAZxQ9mEfbj7cUCe8z^ii4fo#2O*G
z>*Y1vjf}2zb3xhRRv!TbJP8WJ()2u27ksC8&_*wNrtb+~(eQd1oDT4n-jJ=4sdCp6
zs6DiVr)_UB%x2UKrqnvKrdQCnpIo)MAflmrt9`0y@YhqMIoa8$fEEAnqiG7r<2!Uy
z7UP4Xm}HL=1u?dT{2Va7E3Ae(*>#Lbsi`<I<)d_B>8hQH70JmZ;e-0z4)r^xKfK1;
zVI$}e6}^gcyqMmt>h<r&xPO+~iD@L7UpXBj0Uk2i@R)C#<{sNo^T?Z?JK*56m@x`=
z)Y|A)L=l{9sdQ5F_|1i-2T{6A!EKE`%N8X2Y1_4wkV#=B1kEX3RzLJCmTBQ<G}?7#
z@41H+^79^}t$5eY#4!+b8&NdFQGx*kN$}&E(_>ekTqNq&46i(L(Jby(be`i_y$^e-
zlsb(Pk2av|ej@&MVUb3A!M`f?c2RnxfN=vq)ZRX`p1Ra4d4Jj@ps`_){~F#9r;izl
zbsq08h`Acz_o`S0Ekd38WlIGL$NnlgL8o}LQM=S<et!Q(YCA~sW><gYTw05{^ff-}
z{_uf_t84ttg(n-}%VL2PNsr1&h$84)hmLA9K68ubM(GsO((hlzM>T1Ot)D3Vo;xUx
zSZMrB<ZiTABBDoTKmCDfAU^u`-P&OQ<>Z*qR5Tc%RI&!|lQ`$vPzC>Ouh)9_GkZ<?
z^)G+QxEoZ4D3YVFN63}*6O+Wv!7hg;wCuytohhj{XZ;(W4+x%OOYjG3|A2!qe_%7u
zlg#bB{L&ZC<s>lv;#@zZ?l|<2!zqgPfe#2OUx<_$T^w45mF%=3VygFMf1?H6k9gQ7
zx!_;WD6@gCi{B63$-e&Nzew12CH&J;xf?EHQ0<%8rVMVn0z_aT0vG$kMHH?j%6mdv
zquq~;+DJ>2h*Bf?wvWY~cE&#Ublv*w1(;Ljpo}=AB?fKRUYlI|GZbdHWPXsFY9-yW
zU@%=2zdyC*h#cNZtvN|zX8mQFXl$&sXY8AvB}930PIgH?N1~$=Em<cl;IrS#Z&6}y
zd&P)p8JkZIyEs1XcJ*&=!;rny><@3kBP|AdBhHtJ8yxm)DtdOlXOb0;+V+{|kJ>Ia
zn66`_Sk4ya#<WPn2ZjmztBw`x)3+Pcl&25*{yshygOjf;c(9K8lhd)Y%%ea#p>GRQ
zqm-(fbyGM?yS2Bhc+*+Vy{@FP??;4!y#<g#UN^odXw5k7<eI~8VK?2)p54j;u&5Po
ztM`oK*RQ&jH>Y}erP1JDNZk<DSG&`wgNF9(d*D^B=o8Ws<d02ApT)1J9$$o0iBW14
z+@{<D-yg3lazT@PIw1qs0#eeInT?{_<lNJlmCb8QuF7om@2ZmaONlit&LoHC92>8S
zbv=Yind^=BJxtMyCH=|V4UCEBKyOxm<MN%%aFYet87xyOUSM`4%Y~Ur+keIK9C0WR
zKc*s!e4I53ikL0#!MevUL`Fygn|ps4_cj86!qvGL<`Y->w=poY)=KD0NuyluM+M?7
zq9Ly$X*>z(IO=aM3?81nBd`O)Z!U3o-Hm{C8)nIPK$1$gUba$^#-!zgvH<bikT9Ec
zJYWW&I2*UC3SdRj@0+xr^5S{!!$0(c`V2gesTq#XLX)u8qW4Q3PD}%x<OT1Hd9gGK
zFp_=9lLKf&mG?qz0`!dg9`}gnNH&iT0vmZUT#Au%3&AVX!a9f$FO!!WvbfzDaWWmV
z!&(MV7nUj-GUU<~CyRi(1M^d_>qJEC@9IWNpg>QFTSAhL;}0J!AYs(m^_A>3zm<3|
z47{=o){TwtpSt}VOF%q#c#;5?gRk3#CJH^Kqj_kfS$U{jOzrZT>oMHnbj4^4!GqAB
ztbm1e0qvpz`J;+zK%o<=P;RLaQIDL=%0M*79mX7CFSY3<kc{4XVFjf%;q-t8TG@90
z(D_#<9Zp?^$nQ<Y6(rC1rB;uwVpxqDS!%FU#CZ_-FCtcwjL=+0txLQ0VZ!zT$Ml5z
zH!5?fws~iv))bq{Uf>%YxgzX!Tebje)`m1b1ptG{`Y(#ym`vhhoqggNYrf0KPWDOj
zado4f1f8<pF0`H29%+*auo!-EMMizeb4=3PLyDkZP<OoRJfMHtqjlHG=SXUkZR|~F
zG!W;RRNV}ly{6Lx2KD!?#~w0ht+`?;7CQAiCK9<K@Rt@;(Lj0;x;OWd3|X%~=n;RE
z4eKf$7T?gMNKc3k8B3kiLg;Np(<M(Cp{?GsJoqPa47~3bPe_PqWj7dx*>z?Y%9-mn
z>SrxZ-TA4Ot9n67+jd_i2GkF>H$|rQl5>{2`D=Y7yPl=ntC*m=fR*v{h3tyS0>?n^
zZ2oRWuk`h6s?SEQbX#Wqx*Z&kFJkXmZj@JoeJW|B3hcX+8<PEu1*D72SzPwj+3r4B
zdk&O>Q2SPAP{zgIg+Bq`kOY`R)ll;54{zrl_VwBLPC9-bTZgcK^A(abX`;RT1@ACQ
zVQnCWoi>LVcZ9Boq<ge5U869mHYm%>jiyiD<JBrtf7L~+2vtA>5u1+%DLkcLe!pg?
z<o=Lqh@4w0-%Dp-4>S2m-fw$M`_`NGZbp)9l@SSGi^08n)}t@rR6J{!ow}NBQ#r9x
zG8jjw7Ti<>JdXN-72gE8e5>u>TK0OY_*y~L?0I0g2?U@F{^^G&9^_O2d_&N5)J4iw
zmdcR{NIV{m=qv14!H2?@%N%k@Op)4DJ$-L|h{MB8g$EoYQS^&D074!wqhNs$dHK!-
z6b^wOpuRd;kzzv;m#U*nUY=_AZsrG`){KV&Z+5-b_{Ul?B%NQDT{bfZrYm<4dJcV{
zix$^~hiw%r4=H8GG22y_#LIXUz68(WMO>k6PRa8yjPFc*lj3yYFzdWuq?+!p6{*k!
zv>Js>D^%UwX1!bV{qSez@t`b7rG_I(d_D;pkN5UR!iJvEL#6uI_*7P1f;cM1EiEMa
z=EFSn0^|uxD-+Jwv8Gv>G##~(9(r{mXcV}E7-CbmzdgNnC{^B>Cg$2ER%ewfes^JA
z@Zf8gf+dXC7#Dv!#DjMLwn)toKXQEy(CTrS+X%H)v=FUQ^>9<-pVwG?$1HDYTu~1!
zV<i+>dt$lOhvZe92P<Q%l^LUHjYh&;IEtkGF<-AL@?f>nvE!E$+7$vS1A+dQ`mrCO
z_ksj`$<0t{b*+hu7=vFVl?t2+_1k=0$mW@3q5CJ%-EFnQ>oZJp2BS49<`=(|#8f4X
z?luZi%w0}Ia=Et$9Le0w@q-4JYw*Tnbf!ZbxArD%)4Cg(7~+hvGkP7MD}DJK7t;E@
zi_N_|tNJg2FegJL1F!B&*9-rXM(2$FMIB@4;YajXCw^lfv#ubRdBu6E0i9kN^0z7n
z5wpExIm2~1;{fqn)A`NqBOcqIWM}>(D^97c>mFb8GwK&-9vs^pyLcYEnAD_vt8#0c
zhC>0&Iah_9Zafzqyl$$oxbA3y(Decgv+;nsadD{Tb5D)j@=H^>o{+gD#1Y3sJiFOB
zMJk7?$tGv~o=D@P>aZM2jN*5l%((Y^$CKBSuU(Rtat#T8=(~DETU${uOR^8IiTAC}
zQH#eXZ++nOZCtibJ3frTzdh`_z4qxX2kR2wqr`Z8PvOW{V~pJ#lgf~AS9n8wu2Z0h
zk1ocA>eX62+6mwGD>O(POTZ^c>|cZahK+=XPlLkft*TUt4Vq(sc$bcwC}Zg#-oDS^
z3DvmG=QG~U8(t3Ai>v6&(ZURuh%e=6CLw+akvWME=GwkpQE~V__FG;x57mcpcwd_=
zmaaMzxn@Dwj=z<|6~MV2dXonPgqLat1#RvqCfPURG~J6O9QguXC#cZo$Ifie2Msnr
ziv~PLdKVaV)?g3;^Q%~M`4RO)?S=CGK9im;wPf+hCYXCShg~AjIa)L8?5Hd6x5N0v
zHRUKJgmcw4z4(h++o`k?O-@#O#HEhGoUO6^z%3fkcv`%4=n`#SzQHN?T*^;21!-me
zxsldK#SO>u_ScPqx!CxTW^$G$wv|UKbjKy7HPO(oabP!}-|m&h<24(vG{}<1WoHjM
z#dy(JPTAyF=!HON=A&ge?FB;L6^=fkynS;kfB%6xDhm*$=f&Q;$Z6l_=(9H{LixY}
z3CP0HYjTah{`h!?l0V78d(^oDoW|GwX$^=D*54~x(m$P$c%==H^bN#aX^oty8r*Jm
z>fgBCHB$6oGA>uVJ&ZWYsMxg}$3C0W`Tcb*nEyQC$Ecs*rBoHq$gsI^uQK0ig-pw2
zmCp?IaDX)0=gFk?2hJZJ2`DE;WUo9w5R~lK%zVGTJ&ByYAuEpcSKDL63)^Be9}i~b
zK1rFdTvCIK+zh$2jkPdR27?BwGeheu%R15v6?ef}X3L?;6{(Y`Xk^SODLdMN{v>xz
zs&SM@kD&e5pKn$~j1Jczz6dU7mLZ!K_4WHL!N;W|&Xvz|+a(|K8;n;TW4sZMSGs$;
zeHLUm=n>&1ah>2`)}Dnd^=R5!Wq~EpT6TJUiW9*)xMX+~wTSw}a1_9s$t+_r3_ZzF
zc3CUE`OlUD`_Evs>hA7kpz9ZR7K|o1cH$(U#_56kA^0sj0;j8o0%gr8%<GVMlQ)`1
zB;qJKVpedOB*_XFn4zg@-!OwIxwJL$=e><9M&ps;ZkokW(xIC(TZLEs3WX*e|H%*a
zOpKg<oUUZd2@3hEZ&&-_^8N7Zk6R8I1nf~xLmw4zu(dsEjTFCoZI$Ws{Pra8e_woC
z)7-nV#V-1qK~CErSXye{^A5p7O4JdJh6AQ2&|yTRr6F1kM5iTs3wD<6<0^Z<We2z~
z^AAaSYo<87#hb#7i9dUt_daE}sja_CZm0Wo;LsywRO4}?(`2*8ym;AYdx^VMdX}(R
zy7@{*Tzf*ev14BI&`@_Wz`tU$_M^g|a)*+$`!F;YyjR_qqzJPw8SoM*>6mGmX@k*_
zw`K>lO5|jk<XiFrw$107z%^0B>+s3<$O%^DZGC&kkM_XH&yPWG<y0ByG{V+q0$&_F
zd`cIJ542As)vv>p{c=oj#1Sof?YwVbh!zOithT9`QcY>IohvNl3x?#9bCEu8?ARwU
zTzf7}lgsRGzNKb9z#+X@V|fdgAI#kO7~4#2d^0`-7eW|a-6HX~oXV>J8`RV>tme`8
z6MRP1WpO#?b4e9J%sw9{e??8Pw{RPCmhyZc(QxEjJY>1!y-U1H@Bhr!WK9a+cM&j}
z#F^~>R!j=_U<4OZj9}Gx-bdfo4ml{6FP#fJps3b!@CsD+w9dn$z_wXa0|PA3@Js%g
zmcd<zzBktV<!ZO@axS~83Nf-FY<Umh{yL57`xP;cr15eX@Fb-Vx{BqtI$iU+YK>rb
zB^%gKwvAZzy!^ItaPt)}R7`|2cvyBW)`9iH!;f*ryR!(z<B7~ASe2=-lvdHPLjGx2
zZZc}^4SsYuJ}2dJMo{>%!#aC=>384P2I3Oo%Y1u${cT`q&5DNtqLve8)NlK+ZOw42
zDIVGO@Rwr=F9k%XHX%lC3T&~=ROo+9T&(sC@#_<dg(a22^Z$Ig*>}j>S%nf7QuXx5
zG5+GOcR65IbUSi#P0#Q+@F_w^__1G`_BYSoIsnBU^JdI#1FI*%(^>&%@J!H@OOnsV
zhY4&^e0=JlUjW8xk>YpF{l5FF>GGe2qiI&eEk(cE?Ji09Pk8qGt4Nb_Ua-mHuv@}q
zTSY*m4K!m~q_iHE@z_5g<f2jWNuF2{axfhV#(s@cm=31=fX<1JF6Hezqz2O06IM=r
z8&tM`f{ED|zcC22kp1HQtSfp=tFm8{5_Sv`ZjPC!l{fk@_3EdJDjo@VeNZ&>Ykuvl
z&W%gLPrU=PdJ~$B$#XT$oC52o^yUuY(*3Dc?U_(mWhLK^F^Ta^#CAFsTZ8$PDFZ5}
z)2abQl_>M<9*WUOur(CROnfDb2;><>({(h&GSh25N<mT0FHYeDY#XwUzSSW;e64C5
zqRC6*<R%Pf>gncou*>Hw0s3Sagxo3;eowc&40AM2nka-QO(xcDvs4LZR$_^<R0;=e
z%av{D%%OmSA(h-zpkd8s@U&m*=k2CiBM*tQQAGJG;5asxYkaFY>5jw+B~e5wdnxF=
z8ophxYvjK;=vTbIc#RB+Bk(GEa5_5@lh+*Ddp8-5C1>#!M^2}_e?vJ$kkx0)i+G{#
zlQ)h*R#V%UPMUte(^52y5ld~0@T)xE$@n@+-tj`@6FAv?xMjgnvb>w%x7mjN=eYhK
z9)<Cx*EIDB3X-h;c;b&~8qa~8deteXUA23^t%U;W@!aYbWj@?(x$RfyG8k%wI91hc
zl^KZwKdIkF{fnCdW`AKGEyG7R?(IUb7N*}?Jjlw0(8@ROr9&`U&Mmr2E+X3P6FMT5
zg}l<G%|i8Y>v1>n^3o!t-MP(2#Q3mwE34bcGy!SKQ@W>u@99ed%9<GeX?;NY|0xGH
z{O?D)ZvRWq<7)i>HU8g8_W!9JcKRPjEd9*|Gxc5L$Rs&qx4NpVm#eCp<=#>gXwj7s
zucVU2t_9V~D~Si6%;cHIjQGVp3tT-iG)t<~jYv9m$g%br(S@-o5%t?blmgeu(Z31S
zPtSNJvAouYPO>_6cJ@LBH-GH!IorMxJ@;Jula{q+Zv^mW4<0vLnEq0Vma;n1SDp1^
zSb#jxN_$DDn6<C&>;vJ?BSLSxQI|4qxx?orN_Jy3Q+y|x&TCio<_aXVqpKzAJhD~M
z=<|`{+fA~-k%Il)#YkKuD1zJf%qHYo&PxhZwC382+v-@Lj$*Tn?&d#94&7lICEn<m
zX!ABRu6~yJr0aXFggi!kc{7`j91Y2fkwL^53t0Aj-;=^Ld51#mKIj{bV?tj5Y*tEW
z==+M*RjJO&1aRYFC~MQANbHr3<Rc@OSjfVir7_&zy2EwGKN%gHW?mg>as6oYrJ+u#
zM@yh!sv-?R3js25g}&ykUSRWf-mzKY&B-8`TP!pmlJZPV3HkHc9^@1qbJ3S=!uz`-
zT`-o}$*~jV0?%yIh4^pjC%0V}Bd*$*Tk&Tyfjk%?>}k8JI1WIbNH4#!7_d+>@U7)8
z^C3QrVI!?#BNCaOBHgu4sXUPV><_(Fs3uO~WC4ml;_Z2!xbxk=_)Rt3WBlDIN#1Zp
z1sPF0*X&G6J)auZgYKwsy4rN;GL6D|$pwN;`j*8KRFf^Locx??Hev2dooqS?yz-8A
zi2M^0(M}Q5Zx!8_k(7$*akQ6W-+Fh;;pd`DB|nmydqV8Mwe)Xn0K+=L8L3|%3H%Q#
zal+ux5E_c*j2(8ts{!@&xqw%N+Uz~!+m7h*T6&K{xMjlOmk*%$(*Z_7yZ6R(qGyXM
zbX6rfKA?otE*FM+?vw>cVrIZw>W<RV<q9}s31hGB=@kLxcUS+9tcK&g^6%(#7M^j8
z!l1QX_5fA-ea#9LTld${-eNrC-iTg_-^bk@Z_|xLu?J}UzaD)P<`A4pvSR<+R^R%k
zyJ959EiLrsAmcUj=VJNs%5V<+U7l(>fMYP9l>1N3XnX=S2P09uDPKUK$emHx<L}O@
zKfLh`uP7JbSR0E^BUdQ(Bfch|j))A&Cvhd47c{_cpNL{9lf!0z2y}VaJP#~#i5IZ=
zuO}p9J;=OQpGZG!@=4bV$WflVY;^a#0NaItK>y9!y`@<UK@dL1ijwq@?dD&eKi-w6
zTL8-2J(R5s{=Rw+NbZG$5o<%GL=C0Lil=|8ZaE~WFMIGklvrG6EQg-^B=tGluClQ_
z-(R()RG}ojORLn<N_f|cS`q|k!a#owF+E~s93jxClAunTAe34_bdS+n!d??uWpvKa
zcx_bE7(yPZB@7LgF@QAbK4=xd!bt6B9HiJdIReLCJ?wX58`v#<?wZj592SZR)9+x3
zGB6A$l=Iw3$z!ABsS&P&M|2P_3uouH3nQf!qb3T7U2#2n(4rX&C5k?0<$hG*%`~{!
zIIv6lPFVQ?rqJ3?@LwJZT~T2!o`zX~*2^vf7q%s=v+c&n>fqYEZYt%7R^A)iYwFfy
z>nCK1RxWS+ySXgOQPnOCintt)B=O|G3TU}J#?Se3s2eH3U7XqbW<7p%nTu(P)E@x1
zEi?z+Q;Ws}^b+duqnkJB3`t-imoYRO^)iUz%Z2j}K0=X=RDXi-mvHWx7NgH3{KI--
z{S76vvsc|Uirvwd3i%t0ZwyW&{iy=yovuIq^e?Ae4y-=eS#N4Vm^rgDe<`sPPYHh-
z6$$qujA7#_c4%GW@z}}|3bo$J>fzvRD!bDcc!rtcE^MLuKu_jl3T|R4{WpPa{vBE&
z@l+T~5t*;|bpB!{U<~)v8%1{jb~#bm#Mk%c5HCb$L&~MbMe*4ysWx98h16^5^r*DG
zf#U|He*0KDp7*X4iNd|hM;g*S#2acNZK%jl1(9e3;x=t(eY?W!VZ}2Js;1JC{Aeja
z?W%Ri&GjmnF}C9<VjBxX`Qt}#$_o2RWJJy<B9h{(bz7Ok<i{HWi}?*>yC+<4>o1hT
z=tcDb6)!_VSZLu@IWmWWOMKZV?>~PrQaNlWK}|>rS#qPcA(*CV$F5(O&OB?HiFY^y
z@ftJZxx?lN%Gp_7vTI&wY`iEnChL3EihA-bS&t~Km2s7Gnsx*{UT&nSWCP1>Nc5A<
zzbzTN+>fU4aLiAU0FZILG}kXhP7`k5vn4Hs9n8K)0pax`OcSZ-z~eG#l{qp=nMI}j
z$_1ljv7l$ts0g2Uu9P?HLR`;AV-x=AbG$|~Sf^ene;(t49dpG&c!cd6`rT$R^MjU&
z6ZhoQo&EF+fu#u*_IaPY44KUPEBL2vnW#IxfBiEqqvm!p2}f(46p%G)RWZFfNJ&m$
z<@5I6BfmvGhEbtl{!X_$2J1iIIK4VTjbeWxQQ?iAMMTEuFWLE=ZGQ(Qc*}ROI^2V-
z=T`m{dhIKFcpcJPR-T9~S?q2P@Df<5bgT@)87^IYdy}T4rI^$iZo^1A&H_AEwpOLq
z5R$^58ti9dwqn?BV~ht@hT@P%f2D(&{QTWTAl#5JjsplGzo|HF%Spq{Q{4UiGDX7a
zqgBDEiTrYKG&^V{9{q1E14*>nyX4%6<on*+mS1lWVZXiYKhl18L#;KQi@JTYLy_2c
z(D2*4s&X(Z@#{P%mGc%2NJ>IfP~n(_vaf{~Z-bX%{`WyDLfiXfy25!Wy4stfzW#NQ
zP$K8((fu2NF^A-g2|!D%Thm;_mG$s2k5x~6X3{q=ero=f$g3`fHaQa|>?<Az8o*LY
z(Ds3@okL8Au~x?_07kx#dFX8Z<7_GvOx`5NZ#uC~xioA3s^aBHXMsoB={Fq=HcGPm
zSkGNYP8i=c%c*!9UgZgY0p}`6XSVZsa>GLA!%jDL7*xD~M|?Nd@o5=RF(O`TG7+xq
z4%}Y4)^&~rzw9<;hc(p>h}BSBjHBE23m9(pcBO8n40p}-ue-n{Yu1SiPdH)Kf8{+l
z{=fK-k&(M4(SH#~T3<iwwPE40GZkr1vRxm;llg8M{I;y}%sN+Nz!Do170F;DkcU!M
z4}`ZNrT&3Ku(^M@XF~wbG&99e8(c;~pHr}(Q`FSXreu^)v{-#I@~qvNIh`XPIpb0)
zC&@@3eto)uLMQ{<{tSD+ILz0Qsr9ts3=BKHoOsa&u5weU^+t4#$tZ7z<k$>-vhcHh
zHD6qj7S#9yvW`OOeWmrb{Z4>##mNb{hQe96;Ai3Zu|WtHeG)4?eU}I!^&#Hr484ct
zUlfFezB;l~a5zy}Zd=zxckQHL$k8;3Lq57~_)tYUBrfuGc|t8d0KZv|%=Y-~3nCqB
z4;K8ultjDAEcVwXa<yvo?K%!`6)CoArlwp@PAnccO!@=1ln&T0qqji{-a#R#mK+o^
zAZwZ@V<XtNr!$&<$c*(}+tNrHw}FN&14{IMRVX=}@SKO14D7D&Golr^_LX1`+W=i<
zk0+D`dSJd3x&9Bn1Kq8F^8?#-{WtL8^2GJ3w9Ri4|8D;`z+{ZqS&D&dfM)gu;VZgb
z`oL=GX8W6eyZ==!ts3d7Ue;k~c#&-rQxM2Fiom@vFVU&Ajku82eSQLk;DziXznF3N
z(HZvOE1kVCR`%0c499*evxAL+om1l2J!xAvC)ET~7Qony(+9fSKMR(4br<nom(jQS
z#GdKFh=Q)}+{-X8mg=Jx@1p^=@$~$6vP**Gm93(<t57bYT5I<XF_b|XV4%$#+JLrk
zhjU_Gc*BJ=X5J@bSkr0T&-P=5&Z#%6re#8Ypegx8eO*xMtLdi~Wz7j`N#>|yyPJn7
zZ9vVrfSNk{a<JD-^jur(+LUWSs38$jWaOv@5^;!N{JP)7pWb1dA(!n)kL2QAJ|sF{
zx#}Fdc5Yps1s}3+;&);+7oCXE?~ybORtJ{nhf8?ZqN2D%E3HINpd1lE3gx%zUG}fd
ztVU?pJBlMvnuWzZ9lBk%VWY(7aBMy2<?(U?ZknD;dVuf?IdwxEjCf6mQHOy4#QP@Z
zL6#3eZ6BRp&0y}v|A=g{=I9O1vhNH97t0SZhfYi2tGQ%2kI?jO)Gnf^=@U3L%!cCF
z$~^~K;iYtFX9L2#d_+!8xh5{7#e;3puZhyVbRhfiEA`2Ae_>)dbt4=`m!cO2g8uL`
zU&E_it>pH*=Tz@bk=Ph=yEg2vR}a1@93t*rRi|ajo=98xewjPug8<g(?&upYmwz}H
zN9@{4D~y`t%cJBR^kw<qm?7?TaXabj5NndP;t^h>R{?$L?{x?R)|r?&95yy*$Hz(g
zIX9>D_O#I-U+k%k7#}V*ixbDSwV??N-xHYA=tt`K|5$ww|0sWg+c@wiCtao?)<QJC
z!H%K;x&;&r_ZlN)yG7$0uRystH>Cvlf5){=HyU3mJLh2e1pYAEnB&2^M<V%VUke_+
zwV=1P*RhOZ%jmftyIc|4eUtrrsO!yba@!hhf!GCMMf0wR5@_H0D4s%KrJTz({R4yR
z$idW96*St(+J37`qiM~l<T<Qgks(;BRN-@k-$|?X5lMjRXz`|0WI0Kd<)I2oc>5pe
zi!PSESq{|en!YX$&FZ&|zl56oFn{^7)_9oxbl)iT*iN)ztw7sGyvCipQ>TvAL5J#Z
z#Ru@#8jpyXsVn)>Rl$qgr*G78;z57*@ru?7dc?g!y^ef`8vf|Gdn9tuz42x4>**xp
zpkV7Gv1ma~%NOE{?1b=-M{{)EmaTYZF#;uZ??>!a2uUJEGO#EKI;mB>(8;Uais#Ze
zI8$>~`(H+L$4U5Pd#dLVgcoFqYjv-+@K7iJZ6H04{IyTI{^gw8o_EDrgN~%&&oC(4
z+%TXOe}R(fxmrnT^8d|M=_6$2b_ugmgL&ZqS3^UziSuX!YyvTJXAM5=dcKKaJTSv{
zx*Kjpn4u`r_Fw0Jt3h>(;9XNv1(%$%lxl5|!nMVwX<+XmQ*4%F7{BQ@qUpLjym6N6
z-ArpqF`q?(I95nuGk%8dSKCEH54!P}h$fl~BwwTH8OmbAKFGBqhJZ@j_RmA*ep_L9
z>qm)i5-z;@6gWk!No}MUnYSJLq;@SiAy^v>-6P{Xv2^?EIxbMI?27usd4jPx%%FNE
z!qpM6Z}ZKo(8!~<xjhc9kq-~}rEf%uspmuc0m7L3>Psg7!Lmv`tpZDWLO-SHm8oS7
z{RhqRa2b}7Hi37y;lHD)4UmP6%>+p&wH-DtkAYVgPj7HsSn5=|@Z#EH60KYve!^{P
z2@-Hc_@Jk}pjzhH;OJwl+IEGc4rrb{<gP})H9AcDLUTo#rP61IMZzH$LRsrYiMTX^
z|6(vQQ6O%X+po(P8u?w`$T{!F-vJTZfk#M(yHW2isIMrBd^J8vXyMuRDfS^N+3EBH
zYLB%y8MT%DQNF<xcrOCSXEb-|chmVKVHMv*;0CyV73SgVkSsPYcw$h)7E69hY5#D;
zD5?t`Y_<L%o;K6#S0P!>2s$x7|66t>7d3Tg?9~s+%}ZlPTq;~>K^P0T&6|tOWr=6q
zG`JDn&knFaN0a71>wGg4@Yv;8t`!O=v=>i#VNh+D_3YAKQQqAev5mS<5Au?hUN6Tb
z&EAJg9e|tO3;RNC3pfCo(B1vG6rdC5#FIF7m;j{|z%xFV#P}zX_wSUU?Dj{><&^L&
zm10tWWaGv!j^sCXF1OAOU#+XhV^@mh$d@a<RY*2wEBjfUgfQS;p*jHFK!E_k=sdRE
zj{SQf%sfMd&z&vCG_nfNJ067frI!F}8?QP=pm^VM{863p5vhaf7G<9i#r67^2CSeo
zpH84wpzCM43Du)+5s4&pIG;ui)?v+W%`d=u^2vsbX^HPw)4rIk8Ps=Lt5haq<|~q4
z82Wa%`il)&x(-|XyF@?<&Tn;ysW0!-vV;ozw7#A!XdkKm><VQuIa<{d=(Lj~c27%u
z6AM;EcF{r_Q5K4J+N~%ho5QXjlMwb2c$WR9{oi%AO#1JeA147+CMTcUe4a3&H*&zd
z*`x#&&Lq3hyt#{cBqR1Ol6ilyaT~HATjJM#zH6>AD_(3^mU<|DM3IJWBtRlD+*-|h
zhn_~TB1Ei|B_0S77n|Q&!1T(zCtaElL6SF&W?ZR^@&(ar=(4u*Rr7U$kJ_nqqjT-9
zHzKmIV`yrgQ8oP*LEv!&aOhVQsrX7LM7waqCe%G_1JllpkL-k>nSIzF;5I6_P)sn5
zqpEtNXyQ~$x4DPO_IQme+VRXb7pYY5JR<Lo!&p#dwWqtAPXpy>zx=QaP&oEGclLaM
z2rhodnLT_ls|-Hvnrq4I-)s1I{v+)4k%c$qnOq}(PBuwzy~Py}^`-DdvoIf$c#7nl
zZ+w1Kq-I)6N$<LWQu)I#T@3W9kZkT5y5kf6Z`JL;rL_;YYk*^6-7+nY=Kq{5nYyXo
z`M+_x|0%yILs^wPH|HDCVsPa|EKIH=Kk?>s_|P65ysT4F?u078v(m@GiS7L<(L?)(
za@zG-DF5x9mz=A0@cP^Fa$xSN6@9I+M1i8_YS06|R|wvypBH)Y8!PhZVKiUAYkzyn
zK568Ep<ia}yH;jmk;&qe3833#^Uz@`J8o<33L(!IrBN56YA7botMYTI9etnwhMJDW
zc4dDbREhK_yEx~%ghR5bq_`hPpyBnJp2%JdPgh`<lesT$J&BXL;^1c>!@PbSY#yLQ
zQ%v%jzbBv`IjWs|;!t5rESIaeRI6>UuTSr=+A}O3!0?dcGFh(na*6?P3WqzN<gFI4
zzn2)tAvm!7U+4!z#vbW2Ra1%c$t$9J0(WDxpD^C4b-c<?6rTu&_LGRtEr1<+z5OTl
z&5h&Unz;P|t)Ua%F}wDk;+k>P>w2*<0iFshvxAS)YLepWo-`eJS?N|XQ)rPRuH^Zj
zwwgVthvg~^EYmKwAjH|(*?%dINEcogez=0B=zEE-Z`(r480$0de@PFwd%d$7IJJGv
zGh&hRzB4!Fc7yb9DN2O~+8J}eQFgF7a7o?T>BDFOP`9o$UM7_E&<EP1?HdCrHj9DK
z&?ByTe-@e%sENZ1v5|ujvK8{NbwCYC@62bc&v5JMgt|Xs-o<t3a~C~mp$$}}YF*YA
zqzW;6)B#nwcLLe&29?UB258E<yYfL*(nj{$vjsCy4oZp8kXne@)kIA4HHjT;|I_z~
z{1b<s3E~4mKkoIU;(8|*Z$AxlPy2v<kEcvaZxCEOPkxVpEEp4#WSb{V`h0>a#t`sJ
z#9<u!JE+f3kNtS3((ax7!;Y?4Jw)dmJN~}6dI18dWROXFmZ(YXom5G`KcvjHeTBge
zk>i|zERp>0%sVHDh>B;S4&C@xZzs{dIUG}9f)*iDe5_mn(DFggAAN|Bx$9d6Ha#mR
zjjTAB+pNhgI&T7@*M%KCENXOe=dbuGGpn|lo4jiDAwkZfZcZLP^M4^}cc|-YHOc|R
zu$$nAzfUuQmk0RKv|=v3zv6g5W9pu-SMvl$4Do;4O$k8w&TP$CsPMmTfOX?#?flAc
zvYyuE4E+z_2p?F~x-yiuWT`V?ujPpG{IMUFaQe`1Ir~|8Zq_`1RnKvLc?EA!tnvLt
zrq2f13^?WM&4ZO$Ov<4cBLVjA?(e4<mvG!E-r$@vBDSnHjFt>&_p;@*MOJG$<DJ}X
z=d77h3oR>7i~n56w4&lkgHR?yekDX8leN8YE(^>od9O31kR?<+>#^x8QCg;4x45X~
zj@gyXYBt^`^;H<aZk6+!$y8*;fB&bi*3}~iuzoDf=fcyeXSaB~(aJ(F=(2V3yN@>>
z^roLVDbV{FiX`LBVP8N)bSR!LLSX01x@|p8^j#U72F0_m64cTwe=o0BK$!I~gq`$E
zQGl*#*JgJ1H4Uqo({U`pvefWJiGG$)ll;Ap2nlCV+G~aUer=ztHpia_PC6R(V;9?S
z%ld$A%RKXwgSLvoQq-8(p1*4G;kNrIPT<EXjoqMk2ZpD{Zc}eB{O6OIq*3+P-eK-s
zojik?Qu^%tiC{#dsDx0%0Q2(>kE&&4>mU;`NL||Zc)hB@o&2F1h2C#!cZ;&djuD!g
z7&?KD`hW0IpvXMuwf_IXN8hiya5o;*FiDqq<Q6}O`xHj)qAiKjG`1U2{J1FjExT4`
zFyb7k#RY_xk$7F`7=N+$h~FbdR!ys$XH^4b5)(Y2ulE&iBg1$c?n<l6xCxSPrnsW_
zSV(Dw_J?+-F4@Ix-Ynt>i0L;dXP-gAMJ0VJSe#=M_cB!-B3!603}Ne|{q$>gJ0(K(
z(2SkJqR4sXKdd7L!h+zUrCsp!o%5DPsrtg_P!FxctxE8?NZ;^OM@bvajerKPadR|a
z1qhPuHM?)?=CUeEDQvh$;kN%IAdMLEtSW{bzNqYIAoJ3}>q$(bg502*4Cex~qH(^E
z3b;`eU7h?lh?t08H$V~ld}@l`AlK{mq_vqZ=bhanx4oBta%<+Sa>_$liByj!3`Ral
zl5q0oo9Uf*{ZA2UY&BioyO8_~Q&kPgPq+8m2ll|4F+{`BSC`!BkXBuB#tTQuFZNDL
zu3ollrli~sWCezVQG58rNL@BzhMF6u_KS9*rW04AA;j0QC%(%SzFC@wZ84~D^*y!K
z7c@P9Wo#E<hL(lo2_n?gul-BmzXA3Cf;GwI#ZE4c9dx{Wx)sq%`dUjbq8Hlzq`Icv
z<xB@Jk$6>^S1AzYgIj_<#h;RYf@8+!!{~_;TiEVOvM)*aPF}bA4xBNrngX626Zy}q
zpuV}DujHzSW8AVf^*ML3-&I+@t!M>|R6-~PTq#T3<SQSOoz3^Hb57obrfF7jEDkI#
zsl;{`K#L3|WoJgF4x>GCS$8e0*!nJzAxpb=<ba2ZK+t0S@9G_BwT*+!7i<sFJff0`
z-%)3-tvO|<8ldBO>H5uLD(Jnp&+*P|iJIFw(`{*Yz;)qawR@rqt=#aJ{Rtd7ZR8z^
z*KwK|`k8Gzr8TJ_j~Bl7Z~LT6c!1hGBx5VPMZISS)Pbx{he6rFBBz!qKiU(3v#mdW
z?8mm3W8{DbrwfEjJKaMNZQ6g%jdR3vRSbb*9Nr3G9m_=pR7CbQRWR54KK(;#k)`sH
zie>-ooBsjPi4JS)=j#7##kc_Iyl5yBz!W_>41HNIOqj&co5SgD1xe!Dg3~qDX9+i1
zzcX9Ez=*e}&XP=+MzeHhY8~9V?hM}z%MEbug;8Ih>KeY;3~X(qID1Un)msoY60p>2
zK6>v3vHLqkm(25}JT2XV&CfH-d^ueQCyo*3hiC;OifQS5diB{1O{N-dOJE<g8Z>Un
zKg%iS<1ioco38ioEQ{zp3E*{T8DUq!H(_&7<=u)7*k%g{q!g^@V5=(v;^j}h*qdXV
zKIFOJ`;B2`NcB5N#^V?)mjQz9PRD0B55<fFsfsQUT6edj0@GinAGL~`4F&j?E9&Ps
z+vNH;1ZI1)^WRZWtQyAEgGK~Q*kPEeRM!_%F2?&*X6uBJ5u9+Dy8I(?HZR-0;x5DM
zk6smw#6q!7q<q&<;KM5S2l?wfOXH{G4204SRPSd(+~rn=t_g?RWm_&+briAuLaYGb
zdy7xL7mtQ^d0&ufX$ci43^wFr^y|3$o&3F(-u{K(aVDN&kzWhH=**G;2_x1t?g7!C
zBpS{_rUCC&>g4CEvE_S5MHOem8=1iZ!oC4rSl}JMnQ{@KK^ZE%q!IcMHPHbef~j<F
zAaqRpEd#+g1MUKpKNB|stBTMo+E}`Cg4#`|@s4Cd^;KD8Qq3x>*6u3DUGfVMl2BoS
z_9P2KqEGs?`iwK$;+~wmD4=-fR|pj{PBA+_tGa*uq61bn;&37=?T?}J|2k19-M~Fz
zLG4L7JX1+8BH}<$@6=zPkn*Q*g;?tw`&EtO($=x(6<kUhkF_=5@Jm)n?bt45uRiEY
z-WI!{DLM_c<&Id6u^ll!(*UBngBl4-?}^5~rwqZ0cVw4`3$ZiA*jFcG5~MtNKHIhv
z1fDzIAb&kup9p~e^k{ijG@0~0@F^0uv}ox=_w$TpsVdUYS1S}cBfXFQ?xrG1yU%_m
zzN!Cm*r-U%n8RH@uENrwO4(yp2qt@zqT4KqY)0Ff(Z;Q@d`A8z*bakiQd!J<NpNOa
z{5o-aJ0oyJW#r~{+#m)~+&OsOrvsvu-TbIs?HC%$Ae&{ZVjeZ=Zb<`3qTOY|t2<=r
z^b?vErD;^pfGvCh`e8D-%2_r0WY6RS{H+4Io8(K6n!f7C!@<?bmm4<2$$Yrisoh)D
zS5)zu>}Gc#4d0lf<ypauW&_)1J6=Znn2{B<YY3lQuaH|B{_&@qUct*Vf}=<|_otaF
z?mlEV5-)Jhs(_CK0$;`-rZxZdXdkz2J2WNpJ*1k!@K?e9(e!q{(OXbpq-nU-#yY*{
z_*_hg?@zOfst3ew=ZE*vkQ%AB;>*zG4_K4N6j5(D@jCNBX7~bC@TA;l&VRpYrx$VG
zWk5zz2pF}@p@x(~#=|KKV}Efn?Jx{683<R?OAGL8@214(D(?1D_Q|~Qx!2!g!^x$d
zRc>?Ap<$(Wf`u9YJON4O+y&*g{%=C&?kBmoilur=Jt*HVm;SoW7;oI1hc=$WzZ9L@
zzL6|{i1}LUA)w@?v`E<(awxh2tsu{8EOsDO3Xr0z<SBCC+U(Q)R(zqMwjg;gIQ#74
z1CCi4#0W7*XRF5`8!`Ke8OLPleLL(a&84tx4zSCllKHZdPYp%i64|%x^Q7&DN7>r6
zbo+D`FYxd%zrL%t&%oz~bYLdl(qaWpT&I}YJNg2=aTtRBL5s|LgXncaG@VRPg7KH0
zDaqtKEPmmtB!eBy9g5M=zKvhSVt-p=@I>7vC@(ULMqOi5i?OwoP~R`}z3etaF<~E+
zsR6Gf)LunAbXoB(YA-s!pHDx*>c-4_dpI1rS%_b02l_-HFy1&fXQ!g!Ma8~|W|<2R
z7(AQQJ^#xyeCN%|e<BvcE7aRe<z+FeYbfOLsz7OSTyn%YtCC^&OP-D{=6U)k$TG|v
zxZ=KZH(PY=vpFB~S!yvS|3oNVt-rbYaSCcYFih%Ki*X{+_zD}Uj<&uz|A!U+%_&@1
z;8NoStkyD%yGkNhXREb6iDDz+Ap7rzX&?kLP4>1(=Y`vS^HuVLca8?FVX#})|3lt;
zM>X|z?V>6m0t$lCq)HL#O?pQuiimWi7Xbn3y(Q8FMVfSw-g|EWLX+O4mq0@Agc1lP
zBsuZ-e(yQo9p5+ZIAfe~?msvG?!n&dwdPuT&SyT)v+9C#xteT;mZDP5cb@PVCT5SN
zws3VQQMxSVUJNLtoCX}-4M-Y6A1?l(S<+r_V5RP}<9-;oeikYDIJ%2MzU+_vAvd?c
z_U@s<S+HRFoARxR{UgG48=vJk!q8_A?rQ~^@ihVs7pWTC;CcBEN{C74%DW*kpS?y<
zx$H&L9Q!et-abR(R%6QIX#zH9ta4i*){m!t97QrH;Pk?b#+cthw)Tt|`3m_C6_Cud
zky|00{&~KwcSnye*Im4gLEUY#+SzxZX#2@9sN_u-XvzS+r8naLi2&LRq?I*wH{|Ug
z48Hb|FYvD8HFdc<C@KM8TxstrpPRkkkCpUE0heDxE0N*8cs)a6>}Lw*VW$b|hdrma
z$u^ke-h&v2@B3G`kRJIF5a>dG*MR5LE1LGN#t`V-KN>c&a<q|*#@~F$6DoTcw*5Ca
zJMcMSZ03W)`zIKg;p4t3hiYW=;xk6Tj?7ST95ul%!FAiJZo*gH=yNSE1L+P@B*4y{
zzhTGE;A<0;VN5SmS#bDOW6rZ}@RNZ7m9?T1gPSwM5s(8X6ks9jrKZ9RUET3+nF4t5
z^ry&SZ-pk8&5#ibjIk+gX1%MdOmmvM`+FtxN!88cgIUMz@`#K-Od(%qH{l0%H}(}3
zw?5cNedc|JkIoy0VYzKpz`m0t$|K@MzNaT&^eLHSm|(81Dbjk32ZOy}eo>1nNyG!{
z1Cy3b8;Ptoo(Kj;Q;t!$?{9v5dRqK4eG(cG93oJwe;6rj%Gf74Jnm`#vNUw56g(WT
z9J^#RtN0np?s>=<!6<gm>Y3^h-OO<h5q+Zi3`oQeyZHHMd;op=u*p6CdQWW*9p-q?
z!dtz5zm-~NH|{j(Q6A0i$Sst{8<!jf%5D}}{gFeFS4Q{vza-bH{PxOm`ob$pLkNz=
z_l)Yvmc1^ZdLcpDZo<<KKJP!1D7WrVNb#|fZ<nEq`)PAGb2TTzGc(5ADlp>OR7?a~
zIU_MX?8-wt?fJXKPBlyQcY~;ze*d>S`J1U1S-&9J!1y0%q2(0=V>uj;bt%;*qinUM
zD(U;XP3Ae%A(zGb2Hr!Tw;p{5G^vH9C@>Z?JYl6(bMbI~z<OfnG#62VcI_X2>9UEB
z3f*J$AAWja{Fm#9>%(*pm$xVI?H!1LwQH7k_3gP2A9Pu3;H}bNmGz6f5=N)bthbXZ
zA>T(LJ3zDiW*-*Eo!>t1gDq3nAmd9sysd@3>@*@NTUvjCo6KG~fkcKr7x5d90%aS4
zZR8G3m*(?zJ)Ttr1LMl4B>|89Q8^~fOhOmWa`XLPbmwCs+Pm`|Zc?+A0<w-Sd%gXF
zN3}dk)&MbPc#tOO;=WX>Ssr$`dy?;7{DtLgnU>t<bW!D$P}1r^8D9X7PO7(?n4ka9
z_T5Kj$W|DYV=#GwKYlAo-h_<tHRG845Y&e!&8QbIz4GjPAMcb@PC?r&B5%vgv1}UM
z|8Tm1H(<tXyP#mDNCRnpVJdbJQs!^o7kaP3^G)o3%V)$iYX2l%4{y>)C3A1-ff~K*
zHBB)_ep=hAeFA|U^r|L6IQ~TswZ@}d-C<B{Y*%@`kV${A=er!L&Jeoqc_j8sq@(ZY
zTK%~7vsDDgBTq7MI0LNUs=z@Bb#ib?TJYRXO4espCk%pcC5!1x6x_P@pl8~<<W+S$
z>sv?4Iv+9QDQYk$9x;Jl{{p)|`!%lS#`l^#9#*m53cm2&%{?x8YSU`#4wjjgHk!T`
zC(jM(K5Z|>5!4GC6WgCn@6wkf^$3@EwL41GYwr6M8qQt6aE4n6nc26BE?srD9~zcE
z+4g1f4D{3V^U*|k={<=qr0x=CrXhc7Dh`q&AYX=b8(rsX$b93?V$#_rL-|6l(x%^L
zIsfpjd+NHYVQ?0vecP*8a@I)%Zuo7|N^P|DA8xIF6i@^c(7xHMhsISrmw!+>hT+j|
zNQdgNt>4mo8RJUPGzuG~=itVXqtl&A0nf0MTsaPJ<ER@Y`&64U>)K?JB}t~{c9Zka
zx5!;i-E#_kk}b}};xr!U-iiPOx==M>FUF;=eUx4TM|h+~-$#bb;+c-^B0t8tJc(q|
z@4_T$i^u0h8y7VOO`5s7n-xJksQ3*siq_pQGucI1F%ADgh|K5v5vREtL8^ayxw7IC
z7A_%PCim<R-A%5!8swio@ljcJKgC<avsO>vqo}!L#JjXBU`yRhT5W3h;&HZk6OczZ
zVM{%|oi@^2RYO6q{&U`z%zxsj4!pj0Ayx25e<CU{9~Tj3#>UKU#v4Bpvq`Vz{kczn
zpLk}HgzWNbD05pqn{FWNpu0n_II=!1wj8!o{1AWPoz;1p%zPq8GH=7Xf($Pm^9->V
zm%&48T?n=X*GYVFd+>uYwjb%phRUaZS;^)kVQ2j5qg-{yZ}4eQd-1lX_Lg{jmurOh
zp*z^rCVN%ZS%b2^c*bDMe_Aq*DLm4wi5!736|AO4K@H2IPo@SE$fTmlJS}voy;0<*
zN2s=+LjJ7KjCMj)e!KHGgzxKME|Qz;R9edZ)6^c{n4@dxHlnWPW_ffzK$?0I*qZ6=
z86AnWA=FC*F8)anQo~964qgTrf-yg=GG~xndZ?G`7ePYNMJtf1U(vj&VA~qQrqMS=
zuv^=B-i;0=_P@3fGv}|>#WXVr+djgy=i&x#(M4C{zC!85QTq{RuVICWzL;a2tWeR~
zFZ#TKPjwO)Xu2p^Zc^R&*_{6$hAtOP^tf`SIsmWJ4yraS(oj#Sfme)a8LtUIGVQv_
z_KTaXAL=}Pr?NeErK8L_@{v)ab8=yy`)0)kx@{zgiu94;@7taZ#Zhz{KlirHW#A;B
zE$t>58Oi}aKlf1l`leBm+-X|<Z``|jj{V_Zsk$a>|9?@I|5qsde?!IoUj^#_zrRiH
z2jiIA+aq&{r(~alg6n*%DXCI8qg1RiFNpj4EUwSvj+5qa+P#0+{9=Dq`Vj{1u;N!9
zq#}1v6e0$OEPmxU9wY8YOS2^QMDKS!LK8Su?R97;!#J^^(ed)H4*(nP5|yLj(`T>H
z>QW)-VGUN@_WSnKUzyR*{{AI7WJ!#1?xMHd>Sf$Nh5)q|^L2Rw&)FV0WG(!N>K~PU
z^ZRTyWl7EcQc1RP+$4mzqIDHC3}I3I?#AAtYTQ5>Nwq=u;g!q7yUWWAA%>_fwbOZ>
z%&bPsm#RRSiVbVEnqzm?GMv~OF4mW87EX2Vw5fCW?W_=~B_{71=vXror{_OG)vO+m
zMf3-&Jc_j}{A-M$xokcf$Vxt^P<p5qo0d?9p<45?&$*@x9<VrdD#;C2d_2H>c)A*r
zT{%GmEFeCJ)J;=o_q%-RcgFmKuB5Jv=Qa&uhxxt(Yf#{~6W{Zeor!iqA>*cF{$Y-L
z>x@iaUE8}SwC?z)Uj-sp%SSRCG9=47O-=Dtm@Bj1{o}qMxk38`y2Xj`EGUP{KIf~=
z$#0&2YbX5#(Uwfy8$0OuaLxBF1SS;}uOzRmdh4zSk-U5z&*vM?@e#reN13l#$!x0z
zI&^2BtQG3axrt}1`osB|`o>|5N`u*-US0ckw_dU}IyT;Z)M{m^Z`PUgwE=rWWHzR*
zbwyD<CwKp)|K;wanO?WW!Lrp`reyE#85z743#q6X=aQSO;+s7beb3N+U2&JgkD5fe
zlGnM%e*iot354f|e`j1L92X@tKOQLME1_jPpP&vZ?2@u3Mh)8*8<c;=t!cfVc+G>J
zHcfVVc}nDdXDdkze(x4R_<D_NI-tawZ$A8xb}NFLiYe3+8RA?mVal*iQL~aGl5(+S
zmq4ZRHwcR>1)81l4@}H6UrT;4<jw>>87!KHae;pGh^KyifoM=oZMf_F*6h1PUA`~b
zN(J3QnOo1qTXd6-Y;Emm@)-DaXOgzoHaxt!EPOS3yWgUZuE%8xuVzPX(SG9}V;nR5
z5EMyfJIUK@>#Up<Oy6^Nny;9gKGgO;1>&<p+*N7ihUH;A_c0QZUgOs<m~T@e4}*|d
z)CkfDei)q_xp$c+@z*D#*g~+m<Ih5C=VL1Fw)Tv>?)x)^Y9lP@72bz5dSILutn(J4
zfaE`kzpno!{(9<(g=z}YjD%bNy$b+m(ZTQ0qe%V?81KEi^};&5A|jbe=qc|+LDWY#
zvw)uypE!yg=<l9S@Hb=+y6%`9BG1?dq}*l?*i{a-P6NJhzswW7+FWhk%zQr!{~O#h
zcu03(P^7;PPvwsj`MosC6uAydtWY}>UASNz7jiCe0%b8jh4;s(^rRrk?7I`Y=;Qg1
zkBTg>{`Q<?H{OD}1MKhl5e`LognbCLB;)rn5{h->!Y5xv+U+kzV~{h%BCQY|4?x|o
zl*BItF~3_6dZ4mZll8VJLWi1w$al~F+KWhbr=ds;pIbr(pA9K@Q_V4`z=a*4tdcu-
zFOQMDkdK6nRCTm5O%weAzE=wd7`V-6+04jX3NoM9rW>r7bcXruT<MLnXSt|hZzq<I
znsx*&s?Zt|M3y(hd}IjWyIsQINFlB2n4rHNCYl*I`GYRYJ$<m?Jy+<zJ5A62j>QB)
zq{xMiW;NLw{IK$l|G6ZV%}coYuh7B%v4J~qf~5aa45TO)MvZK|HstdHf{E0UTbwBV
z#`!C1s@Wy8GvfF7MMy+%7ziD(2Msj1>@&QJ{ChR(p2NRA2xtErvlVJ_JH3xJpo5%$
z^?C0%wm6$_k0mn8@l%T$-5yKSY1zZgJ|FR@bXu3?$=8@FrZf?&WmZjf!DeT9iuvu2
z*4@MQVadq^?AzaUbFXll=|pcS?aIW+BPAu#$COm14&D#(0&<_M#Z7(5?=!vQuc5)8
zkRb5))h4IU-&aPu1t#q08}olFw!!Vt%y!>dMUYw{f2AJQgXfx+@ow#GxoH+IurK*h
z?M~nSZsmM~o<GO)$!F+8P+$8Hl(=Et^vPf=rTl*tf6%>GHslJpxfvD24XGQuoETx(
zQ;V&X$s*o9*h5@LfxGQv8?NLa?Y9~X?~hH(aZh0pu+t-ZwZ&$+dLw<-AxJtAq!sfa
z_}_iC3p$BIzkl3HM&l^xh}~-AsvVgCmoKQ5Y=kte*8a<;d2)W{_H-1ra3gI{uIK(^
zr+agE_uDF~@_L$sb7vJmgq*=j%3?oBeXI4=*ZpVeea^rO|FgX*GFbpXRrY6u`}XAv
zwi(m7iie|tH$UQXYEs;cZ0k=>Lc{T4VeIdzwJ*z7I_8+k*w6`I=~W&xesNmwA^*s$
z5Gi^{POJ5C<Ki?p*_&Asd7;$zU0eKcz*(tv!tu|d;SbAikEAQAMK2US>9Ad&kM-lK
z)#_A<Z%;^YAaV9}WsCD6j7lR4Kz@4<-zM24HmpcbI{1-9|H$K9gabsBqNCNCxVyW1
z^f5E1;O(Qf^HK>fix!lajDW8(59u>o%OSJm^pfd^PC7w>Fbv+PAT#gbeT;}RX>>7j
zR<Y<C2RQEzcH`5JPZf7C>;3{qiB<z6`hzBmmXjvS5AAM`ef|*Q%cPns-~gW~%l(*$
z^%MraHF^uKqGQp){4P+d*&)eTV6TFc(*TXgUZE10F=f^UH&Iu2HCekvFVs~BTUb6)
z+U$Li?N6%cOGn07x4X=lmtUD%rdrJS&#gej0AaR;4_>9eHxuU2)sLj&We5s%dPhoy
zJyN^5njqwx@60UiZ?%4Y!vg6Uo+~G+V9mnpv$g{Ru6plme6(d{%V&Rvh3mC5k<Soi
zx%@8eGz~+|quXhVBhmfU0k(~R1tAb+@ENx)7gng~hN!>#DD-5q?)yN|CvRd=`UEmR
zW}Z@~7~0&gohx7>i9~-2G9Zu|ZX6(-d2?d1LA8}~^ukf8cRM!TEI(Y)i0IA@4~=j(
zFVx3e9Q2AHy`@;P&)APv@nuhJ-W^no+%<<@h4I&JWuN}&p*@#j9S{Fw%}^7e?zbgU
zwZL+eoygW0fGjmN6=d$Ssk=Vv{ms54ne2ysnsL74AAb7D$x-+Cnc<Q3a!bIR&Mlw`
z&$D*%C&D&SJ?&cpE#Wa&vYP8XIGm?Fbp1o~X=blqGp@Mt*^GA_7;D%~L)p!F3A=0R
z<~KH|>01S&+bnn~Nc;EaUd=pJcbzT2CTC~g{!^oETW?=bX7r8k6V82UrO;I{;!M9c
z=uuH@%E$Yh66&ZiF%if6@RGp~^+M!Wlf*BUo=#44LrjM=^16|`^W?WNK_H2-M#uC~
zo!mW0g9Bl$knqaUQOr(Cv<;Ug@4<jdCSWx@w(C0Vr7DT@x{^g)YQM=U&5~N$a=yj?
z11;QOP_u8lly}4{9mQ*K#DiG5T^K#2USt610hd{oyez2nIM5ON7rgS|ii46-j7x<$
z46ot#?5!K$4fjvfj|=+8sj_;%9atH(0iVt?p^3JQZ%CWpq86KB*(znwduOCyRfO|?
zJV(^CTeF%PU6eCYk4|?09Ph5~y_;j^D#i=oDG<|$9H(6G8FjX@o)i-9m6_ZE_+;Hn
zCey-f)kdetmPn0JJzgI_a{9d$SR!d+k6;fpZ*sZ3@+tAXTkGa%fJA7vT^(hV%A4~X
zt-x1({1%xn%cK>->xmkT>v2XXW=R(LBKC}dzH|~V%PB^y#Z1Q0vkOy^^7d;+xfd76
z>0QM_Dd3<&8+MaXxYuQWCd2h`ho=6%Jt^7w)lvYRC|ow|1Bv%KF8^}0&&rZM#{@Hx
zt~RYpvb<<+$;8I*UioaxwN_gWy9zg1jG6UiYv)f;=%(=%*ixI%%&z-*uQF~>>l~~c
z>aTNHPNxieJUEbY1{>N{aR@rzIXRVi`EbRd>!1p0b#si2uxI#UGx}wOo^C79{}xG-
zUio>4<tMhnn^F>%?wd2vPevXurguF?*oBh0s*J$a%7vuh%nU=8&i>#Th(@Okci#@i
z@jQSRdqsn}&e6Q(3dk1aWT#`jt`BOO!3*QUg7fdUVX7FScjrE~5`T#C#ujpb`tW=D
zA!^R!!nC%!3PQJ;fbN|mx=Ay8QF2S74;Umpx|6cz*5ydH(vPO2Me^AfO+^@kOxDaF
z+zVZF9r6Csw%+ezKAT=`ZT-}8De;pS<_Usf?)#~m>k5-Ii`Z3!Q#|Yn3wNy_9)GPW
z-+dGFXLXkIIO@eU(TJSiV<IdD-&ZC6yqSCI2t+N&VCkvNU>B*O^QZxsjeL=$0sDSv
zQ(Eoqo7(o7lM2AcX=7?coFrXKf;xzgAnLl5Lb2*Gn5Ih2T8@<)Bcj~CDqEd;9-6B|
z!^502D=lt^6vJ^HWAdG4zc0koW{OzRkcp+WypZcUr7Ny#((Worvq;(yrr_Q>8<Wq5
z(!9?l_4Ap!6L$@zc_K*R5v_M+LSYx}FA2BDET{doKG86W+*N?`y38gy2k0@b@s215
zanXy@!K^9Z45!6h31?qshK+#XG9A*7-WzCjWc;9{qGTPv|IrBFudLH4+bQM<vZO}P
z-241FmqKg@!Cc8LRFyaB<W*=z^DDwhU)x9zVLUlXbIfj&40*vFd7>Ze2Z_x3cfibY
zR?BiO?#?DIJAXtUQbmT7P9Kin*(lq6JXnFxae=O+c4{r;?l!#Kx!7oBb4j?0ze>2`
z)gWf;poM6*&lztgUqyV{jU;r2hX7o2l%FXPlL*0(N7NRj0s?k#3EQq#*!hYWXg)p0
z&+m`l^RWHY;A6Q~{Hb0)sJ;Brhqjel+!*m1?q~PKh$Fo^+NG(;U`zV2*Kx0hK_{nL
z1aczd;~1EE^0@MuR#2d!O%Q2*_(k;lAkTY~bz|LYn?V?po@pNv;i9Lnc&DmOE6&@7
z&tzm|{%|+4n_f-5?+29(dL{bC`zF{82o2XeHd2I!U+x@ogpufXclS&bsvDVniu}GC
z@uhRpwA{Yb*N6M}Xft(A$k)y%kAG04s}t<_M(6z2i*UEkqTZf%@V{=cv|@VB`TTi&
zhe3z!mOjwBO&nWp7|woticmUpb`CacRZaNCD=*yO7NC2Z+3!^SSX?6+OuM^#T@`aJ
zt$DameTBkTJy|MK7kle#{i3i#@QE;7<c|MG_LXpr1I?CJq1c~=7y}lU&AOKYb~es$
z1KenAr01D<e?EHJi^^ui!<nZ*X+#Zy**~CGl25x~guJa@eJcPPmI;C{Xk0FlcIM76
zvhV#M;1+LSPc>@#opi(6Q=TORCwQ^r;kVTA2~IXr91_%pnX+~WMOOsTFvz^?Fpawm
zA#F1m)DH_~dIauS!!z5ln1EteRBi6~HNwjr7Og?Hr)mxY{4oqMrWMz#23|spW=M`3
z+Y659@uBM7c}Zc8mBShOj{S4O(98PYr@xO*HcrFO0w4%L;EEdk=o=yT)}va5Ll5)R
zB;7CAN*>5LR3y*xVNq~x{o4`~b)DOl4}h1t)IZ=b(goizpObY*pX)3+E2tQux%O>9
z)%^Q<tuDixn$Pqyi6IG7zM!u+opJZ?A5Gl_lnS^sR^N*O*O6DD9l}Z9`<HcU2DdvB
zveVox{BabVeapEV;z`jYQ+LOm>ZqRs#whTWov_9eYv&IC@kR5_OCY838w@1N<eP-q
z;Z&FHcytce%EgSr-nf61CyZ}NgAn}_`^lcqrmg--9Ti+*?c{SHHOrsz+&eHu6#$VA
zwux)v1noZ4hWpPVGwm}WUvZW$zmozB5UhU4gOGcaKMLukzM4p7?6(ft=Omq+b{*>E
z43v_*BWrIlt%~=Q(y&y$(39*;{&Lfw71gRl!KQYLVK%qLG|M{`!H1aACm7M%iCw(f
zOplTxLmqM=#L&IE_UR21!)R!7YmFSIHo<~LEChew>sO~>17E%<Sf&4=kCDvDp@xdf
z+;Ewv<8=^gD(E3I0RunfPSujz(%~W374}6-5#Oi$UxV&EWlLdk=gbgIVq2}@tT+=S
zJo}81bzBhtF8)eUmfq@0P~eu72(_e(fZ-W!cJQ$={mnKH8wU00mjSZfO1vG;!EhY;
z>o>lN-}|}D>c&q&R%+nBt_$p{s$7e`#Akciu$#n_a<o7BWRqN5K!C2r3J<a!efKB!
zg5bMbE%|go8R>zr_o3ER-P!g~-H{4GseHAa)$Y}o0S4>q7P+*qj{U?B7oXk>0_z#H
z=XaoR?ick;X5iG&c<bwE0aS|$BSnX7P`pj)Cz)JU%iw%z7aIR__PTq6M6}16+e_~~
z#~jHI!p(J`$+S2Sf-|*$AoYuPUm#w&1LYEa)dLH4yvlB!?PPBWuHVxG{tSxDBO$TB
zkE;ZO_UChjyKf9x%a|XzH;qmL!(JpW1O(t=>NjGz-ea_4<_J>93fK4J5&$${Dl--L
zjMEz)Oaw99;85!BDwzD!Cbj13JNdxaXHQsBjT2obl|8%SIl)2`McU7$(`eNt0rNgO
zMc*{QG7+H(Jh)6jaT{6bpwG)SkFrA%E&q6Rp!T-^gAq}h?+fi9s|9OfGNght<^4BP
z@k3|3^xw@X>9;o)s*n5e8Gb}+bVSanE9IAorovA1nNQKzA64QR?7q9R@M`peD7W+4
zj>OokV$y)AUj2;?RZ2<ct#1N50y7RYhTbEbZglbywch$cO^<(lgeI4BXLv8%O&=}f
z&wvo-cn;T!wD+<XcuRiQu~_x+TWD3>EGU*YBi2L~>N@BiW8<H^@}SEbRQJ_&)KBF|
zZDJ8QiqvBhKOOYGQK6)GSGZXgoJc9?$Sv9we~#Gf2CgsIW_Io+%B7Wf=B4%$cMR-E
z9xYC$2K1-$rn`vF+>3FGVaqW{6Dtj@_@Em|L^0Fg*k65llIY`qt=0Cl#{_4BGjrPU
zj$5nx{Wd3rP31Fi?6Q1<tv@05>!wC>20ZvfQCzBXR&?Ze%Bd_Y`oms(6O;OT*c*@4
z724}NbCdk^P*doDWO~qN;p!^2$-4l{CFkQUT_#JYXQTjd5_<-#w2&F4x2|||L*8E(
z!_w?aA}xMEGy>j|yRO5E9RoZ*O$?4$KYuP6d9+Tw-?7}|zm~{tV*zi-TE7~G{?2#m
zm>T`Q7yKg6;B?DJ2A6c<FTYh>)Zr-nxc@}&sY2THbG3)kt~zhSFn_U@U<rTiAE(5`
zkuIJ0jeEZ?7tza{4LESh-&`VGm!sRPTIH7?e_W6QL}8_Y5*X=*4xGcTiBIGf$oJcl
zrnnuIY$$#d?Sk^d{ljS+SfxBc=453X*JRsvC7s_&Bz0Bi&_(6MaPu|VL7-lLMkYl^
z%q8CIhGI!i2`;Is-dyIZF)AQ?R4^Mh;_kRXO(jL_<~51G9Z<ShSqr;F8J^#~j_2ME
z+%f~UzLo2F3K4u!YylcogMes#Rbo1)EEQUb=CY66`S)`WXZ{Z-f!WZG{qHYU2i0UP
zqf1sy+o9JxA%3xQy06Cth!t@TvDGw7X20`iO&0fIf6zAQSa_GPf6d{B&4GA>Zqqk!
zCB~6N@L9pPQ4JM6W*O{#L)?di{ZM6nSCD^w7HSRIt$K4!K1BulaRJ0gd1WjX-a+4~
zC;Q&#X#$MYukz85(|B)0k)S5PA2PF+6TGg-W111_Z;F2H9nYCR+Nw^FH#sJG^^p|$
ztWcjOUk_QG+96$Xe{8hu@?mM+1@&Rqc?`f-lxXlvMX>=PP@gpFx13G%?~UOng%=M?
zM1ZF;=<}CNPZdTz5!4@KeVgk8rpRqSd{AE11Vj|`h5R<tQZ;u+&zYv1nd(9sI`ztr
zm{k?Fj%&(^Q9th2!gPu{b*YJkg=@BFsH-oIs#ebW&Y!>4m>RVWUIXQ>^J@ROs+8;M
zX<b7+7IB6DGDOyGcNnd`aUog%5W!OCi$mQ-c<x?MHw(8EdC1eRJ^Jp_aZkA6x}56^
z*?A%(A=lnyEgh)wAUa-x)92H!$>si#%E@V3(YXt_@p#gML)K9aQ?o0wggA6exrV`3
z>Xx&1F77t9;#&YJ&K#tSTyx;$+gCHdE(S9+DfZ&LVm==9QVi9SYjp@bP)@74-w_zc
zsQeDa-v`4!FunBQo~(O=w=lA#Ncnr=tS5>v=Hs3yd^6l`ysCT7p|mnin(6A@F1hWV
zFt>nHpXCy=iP8@fP@YL6_It<m)vq^lW$7iVMyGo3Mm5<4$Vdh5Oa=$1$#Af!1N^*+
z!=wdnnikSsryj|PC%HNYpH$~@7ikogc54U*hZr$Sw;hO<Kj1W09T$O?uCS9;N|KO>
z+P4)fM7G;$nZyO_UXUth+a2-to7Bn_m_H9=u-jU1>zEIx<*%A(xOu?Iv04ouv_VY)
z`^L#IM6a{><zH)(-{5kQC7cHXSdsY7d5QI>6u_7~@dRhT$;BU>t@wFl7n;BcxM-Tc
zK_6B%L*{+|@=<PxRLapWvr1mN4`HcX%@@ksNv_e09=nZ`(09<X)EB5vUvF~TgiP$-
zjEg$rso_nOsvc)10iUpMzga0M+|4O6l4#+MwT99jpNa#apn5<5@1!g$XHlK39Y_1M
z{V5=?jaSid6D9GcmoTrD7ea2tt49u9`D#}5>RL{1EP7(AahbM_3_Pe#2hYKb`*y;7
z-lV@s#PM3ga@<ko%T!B=ze8VMC)=UXc;s^pt*M6otz-qeTT+t&N^ncnKfD`V3mE&%
zQ0W^(@N0F)0m%eLCzfgN!Hi!8bX-TElYozz0BCY))=Y{x2oIhzU$HnEo-glmm=9Y!
z;mGWY&`ic{;TnG3oC%E4`6~1+>ub{@g&ETKxr6=B6%o}S?&id~7I*4PLVRX^F~aaQ
z6L0c2e+TlP6cy<XtJ5`Gwt9y%bbpwSzox|Q_LMMy7jXFrf->;BG(u<AaR$PFTQgM6
zcKr${G(fwLF~R5FT)6Uk6KEmctu}MLs@JL7?3x?xpR+QDSb*AZR?mC_Kn{FAg-G}9
zq7PjX1>4<~M{9eBzi(wKJ0fNi)P1bbB=(rk(XwZ(cOXy4lel#;(Y{HFUji`ehfFKs
zFJU|5p#1=x<2g&$dEFG@>Q88e=L);J$k-m7EWK-Q=04$1A=mB5G7l((!%J7eTZMA^
z_GpFj?TybCHBNmsfNdh_^R98p(J|;n>)9{MEF0l-ps%VvSRcHPuns?-1$w1s34pp2
zkl0i3^k=mxvMaupR_0L|Mu0;*t9aAJIA3OfvsG%Er9Tik+0^#dEO=WVXPY{phq+Gn
zi^&?BK}?8_kfA6hCvr@(`EKD-w|;6l#=h>&@KMf^?%pFn3>ZzgHj+B!1DrKd)sV9S
zYY&0TCrP5t`uWL{79}n;<q#Q@FaS>E=-g454hNbhX)l5xb5YXfsNb!0=Xfo-H!nV3
zu_&U?+|))p>I0LJDCD{M(Y9$JH)KGY*T_9G9NIVeV298Q?#h$b3ei=4dR)*Np6yV-
zu=M+e@#$17VST}N!RcaS<nO~No6fm8vXYXbW4Iht-YaR}#%#v=sMU0_2jYJVajb*-
zvGAA!yYZUdXWMf*p#MW;X8Xiyl3a1Xo_L~-vW+{PMj2&4_==cw7_72Ck<7C8-K^w%
z>vqhRGJ*Wyf}$tpxx#f)R@~)6kz|FCmKC<&&ig43551K4=bpA0j2-yp26z(ZL^NPh
z-r|h!mAUjiJQ-R5sZw*67;O*m$YwHs@XA8-wqhVRvXn&@BEys(U7@Ss5m$MY%;<DV
zted@Ujen=eO=E5J0spE2Qghj(NTUpM&xtXZ9|`#0Fj%G|Z&(gl^LARG<ZX-U>>KV0
z4*q!uS9g-x$4cEQ@#XNG`sFR!UW(`cG;jw(a!aUc3=trXX2w(!-ySB_<w=;PCaPx2
zY9Pm61~fT&^Ha`Gj<?j$TpYje%9ea`&`?WJ{~B}_&fnE||I~2uKp{uiS0jz(9_qzr
z)mb<n?7WgVc+)>)Forwu64tJ&KCa)@7`|`;h$E%S3UJoOiIlumt8W%N8uvxl!1l8F
zt$njk!Jz#C><vv7-Ur`Kk<tda#n42@!jqm!=eW$IuSvWwUAM7lqGeDkpnA~+i;-pI
z53HqBnE}NPS$_~yQrh<LPL9D^g|Jpv5fRlFxO@a6yZ5Z6y-(H)t(p;6iPpsYa3}qz
zkkw3mKzETn?Yn}_{j1~~p@d@j1;fE@Esc^ph!dPbQ+sXoWdrF!m@Q%p$H+8?4$tY6
zF;X?~xx2a8Oexd*TvQMTwX4Ef7{a$k6#zr74CN3xZUUgjxxVU=_|L7~DPzJ*p#cXp
z!=C?mk=17obchMXyc%^jcQV!-jB8pvh!VMYP%PT<UTyllr04gZ4cPM9r6za!=+~Zb
z(zPBkOiur|gUa+5wCKC{Cp-GM^CiZDfxzH)|2IeP$!G9!9US{;k&9P4eO)1_<3;Xq
zD>O(1M99F;ukpeeDqtd`wZ3+^OivX_&>|r*U+en_gXvSdfAB2=V1WxX`G16drBD8S
z7hDhJmHK~Uk@bJXZ}{(f`2Aroj%e*lj%yA6X}r|d8K_moT(wBtBP9~<j~HOM52uU8
zzmNrBwrFrou$JzX%;K$ip74LVtN+Wv|Njeu1a(j=*7*tM{6y{qW#sfiyVQ1Mhy2n9
z*?I|?(qQg{!QNJ6%C`Hj<&nX9S;?Rdh0{)c)6M5QP)eo|zemnsB+FuhgF~Syy}jSf
z%=9q7bY6^%#NGYx^!=VPqoo6Y(-<+cnPFTg%=E8d?$~y84!)nt9)LjX!EP}#_DaGr
zAc)eQpWn2PkH3H3hdP_B`QC!UekPOogYB(xS#<FTGbIg~+%ZSJ1Eg={_1~n`&II4o
z7tMPEpOst7^UX@*oIxyK47&_7!8^0E0`4wINZ8nq&YYhWpUk&e(_wtJmz%dSDlTU`
zg2D~(Wj}=T$?QIVj%^IwW{AHE_b3rkH$J1r0QRH+EMDW$d{}U>;{6>Mb&TxkEy>@n
z(pzv6Q&QZS4E91ShE2-m=FHMEzV>-vT}81xR6qoS>@Q(5pg+d?ZR@_NNy-C9+Th{7
zXi;}uen@Y6`|n`^s;^%Y0WMt$h>3|GQqtNLQjm-MvT>EU`%BnNe+YN11M%2am!5%n
z;R{CU$u`^kg6{tDcEZ;MCfinIuqrdTi%AF2>kt`UF@7=<S=615^Z=Q~v_mP4EQyd9
zxhpZz&o>`pNPJ_DzPnlpVyCbx`_3I=+Cj(F@0V^`2X|)b2m=Cf)*bJh_^1FUW*Hic
znXN~et<|<ivTc_`bk~7oWMsx-u6OuaJzf~r-<w^(y1FuGx52%Yl!n=SXxVs@25Lq(
zdA*Phh!@$L3**-~mARVRK6hvt4Mcm+We0wg%IIirrXgG>TWu%XTG^>tm(;M{u;_F$
zSwFr`KQf0PGi>a4L5b&=e?~aC@^x*OMV+DaVrAAek{=)5pwS+!rw0f0fsvTHu*ebP
z$`+IfoF_cvGxq|rt4qO8nw9ktjMwBVKUH7>lRaRMKZb>;p53Nhj&6U}dD`~?e!0#h
z;5G96=BUhB01L}{Dp}gTm<$M?j~4W6u{L7T-Uq<jfEN8@%Ueap?jkW`sGh=6BbOe}
zN8}WfiXAwwNW=wJf|`)DZ{PK)V~TUSn?vf696*}DdHnj8tBGXGQZhw+^v+S)AiyZY
zmqM38r82r>Z*2T(K89$4FEcZ9U~q6|^rhd$Ud|S0c{jif9GJsZiELjyAoEI&rv3J<
z1Cy9(_TjEX<;9^~gf|o|FITi`-%$y_$aDruc!(=($DPY=UWl#!w0OC4v>oogJ+`_r
zsC{`ejJ2HEYrqZV0jj<_EB){Qr8)HNQOeb&w&bX+T!vI{w|zr)^`F9v0<!IZ1MzSP
zCJs6=$39(s<F8-7+~UF5d~=!=ar-UMK6<#XR#@W+@mf9`9-G0WBqvv;-yg+%ViXdt
z^GK_9p1Z(E(Dj5r&_%t|ka4c%e{*{?9*8a)0UM+vs#{Op-5=6Z*hG`ZN#Qsp5reOR
zi%dn#tiq3A*yB7>RYjvl9qO|5vd{aRM{-xc^Jt_$-O|#?>YKFYK6BZ6`y@E{&Zsfv
zV6Sp;D2u0-8Q86X^jUsX$r1p3UI<HTDcv@|v7j`*DaNxvF;h?1*^aO2?AfW%S+}gH
z>khN2^8ui3y4z}!KY#FLNUdVwH&*RuZQ9G8QdeIc1mU%Us%jeg)IEs?h$%@QU*D21
z)@_FR>m$b7`ss&0vQ6qON~17Odn3wSM|QllL20vaI$Z_DMPlcLT6F@=QBV1ux3hM}
z$z!Vew^u+9(mfVUrkv-32BB!eGtt<qgzf<bd#E+tj1Hucyjkf`io#{^R85|*tEV1P
zB;Hto&qF46$$>^w<PTgp!&*pW!8pCrl@yYFfuC(94y}4xZfb@92@Y?XN#!_EV^BE_
ztUXd`bO>i?_1d?V@!5$bhVm;xM9FO`wR8_jL^L62g{{{}RCXsb!@$ss4QIp_RI<A2
zttYst6s@Fcj{SqaSUDZ$Q}Xls3U!jJFsX{^hd2upH;T-d-~h>N)z=a^{nm1EqL(I;
z{gxM*?S23xllYfP*NpRkp&Lnu65@oOulKv<ps0spOPBtEd<j=^S3f=LEN7lHnDO<W
zBs>l+?QY2k7=IKaV{8MwamAf{H%~A5k(p7KAp8_n5MD&+bQ7gn!#tH}rJU$`cID7r
zRr$glEwpXHQcBB@;1^Nk4G!^GdFm(=W?YWB*$LT!R?yvja1hf&^i8r|+TSs;p2!mu
z;HkR87BuiHW=qQ6L-{^ap@Xmg*-l~6q4AWvtd_&3F^PQ^kc>=&=L#M!ga9&Q9?F_E
z4`@oUQ5P3sPg5!%?3eSUOyX?wbiJ3~@S>BkCO?2!+Z;w}vA1avujep^bI?H4vK9{Q
z7g>(p7Iu-ByWjD#nDkAS|B0@OV}|h!dp514Pj+Q01Qf`@r>pR?shRJd_HE@-E}d_;
z@viq4yE3?3>Veprb<PwqEG&9aGgX6#jm>;_s?0WuDZ!C;Qmd+?3XIW<8Ey>R8yBA7
zk~SXiKcy_2XmWNoSy^at&`33WGsvw_^Z1^%+0V3r>Ob$xF?Norh7R5rkiC)kfURWl
zXtoFtGVSEJ(Jwhw#kF_S%Cn-PZVyg^bTl(*SYTp%&md!u|E^5&Pno?xXtAH0n^|Yu
zziiPg^l^3m`&Lf~Y1`QzjA7sC&bpLy)^|0Pm}$rWgWG)*VT}EcCnEF`TOo~#V?=Jh
zhLP8>waG(I)HKZMpdjx|a3_E??#{&=3{V;JsTCaP*QL$7uOFGblNKO#^-k(4^Z2-$
z7?oGfx-g5L_M-*PP+q_LW#X=D5GzG6-f@;@1&c)_PyZo%@`nkF-lNNS_T*an?JJR<
zG?emN`*eUoV>i9<q93EUk7`FFEZS4asr^k<*0k3fm(}Qk;iUb@ukI^xu_>Vk<)1IF
zFSDZ}4SV)}%D;9ZS2N$DuO8^VjuOLaZZ%dJhvw_OwI4KUA{Nu$f9E+@@xsmp{G6mk
zo%eQVyM&6aJ&0kv2-qQeYzH+K+jj*&;8&QA+sNC?rO$WpDVWu6G*hFzcMktx=npH>
z=U@IkaAnC0>1<gD8L_q0`U#eS)mon?%~0Bbj?bH5saAcBiSpAud9*hHXb;1r#g6aa
zzw2}s1xLKAkyKYTB|0cuga6(8uM47CiE<ZT)z4mKY-{qMEn1xP*2+Ps;8y!OIaLH{
zj1A+Z7K0p|%Crp8KC@u<v0b(9r>+BltByew-9}(LIqBhEvbPizyK;S=oHey<{$?&k
zt8-|0v<JmB)?2ykPY$WUll1!0Mbu!D|9<E5aN}WVwthr0(i*a5YiqlYh^XU9e5UTY
zA;!8<`6Z+My$zO;7CTgO>*>d<{6aZ7ERP?O2NIt!YSWXJHJiL3hJ;IHr=R+WUCa{T
zov8f^{}<25a<W{}DN-^%Qqk2luCl%SZF+<r$YgWEs(;9Mx>U{n4pSSJu?;y{mxAb$
zJDzmcNG_2nB`V>K_o||h4+O2a3pXT8n4VKfW1Bcm#=T+PZ7oOpk?w&da8M#iR(%K>
zkw>-~rEm5}?o1ewgIXdUa==X&hw25*dP%x*!cn-9{SglpzluDEqgMfmpZ`T1#UGFF
zhuOh#@z#qsYP=b5j~0ruI$Mw0f_&YfJu~{IPGBQ<iXRCuvVw0v-K(D=YOEoo_4kRo
zgf(O;f%B@14iLPUJr~=KiZN-lR(~A6CdJ#9Yg5`}ul2E|1?nZubhJX+&yB6kz4c|2
znJeht0srKUa_~nxx}&ytR3lk=A&zo#a)J7VTw^8{L&vjn(4Mo_BX4@CQ=aH0>u);!
zGY4c)PK1eD<*{a%#CD;GV%o%jFymPM9r-&B3pPw`s6wzBJAsT8>f+ZM^_kHp!|^tf
zzP`SGEd?&0Z0jg@0|!$dvuy;eoDz(Fl_h(mIV#ZH5%D@IPHLn3dDlS5#d4IX3@FEd
zfMPOQchPRB$5({?P~91Ha#!`GhVQ+Zmb<TibX*flV-K`x#JqlhAHI>Vw%oLDa=6(`
z!>0xMUynEMk3lAKUe*KdsWWy@k3T3TS?5<z1E|tj`u|y#Rz-P~xKe3przRyuN88hW
zG&<Ao3X%5UJUn4{A=kR}J1p2f>xt>&4R%@k{kq(+?p>3u(>;p%Hx;X9nCo9o_7fma
z?qv_f*^bZQh>|MwEIe5<dI>j-aFQ8aYShcuuHPy}yi`0pnn0*X>Cl_?Q(eBf$R(3F
zLYK0&CCbA4Za1x52d_t)%8uf?FrOnb9{(BAcsb^MYJMVT3k;psE|DC-?wc|8Ov^2O
z-YPbu-t$d~;Iec9k`HMse0n`7;ql{}pmwQB+S9Y0S>3GZBk++$U``xK@r`)m610+t
z$YY~R(~hZi2WY1MsgCnV&1i$gh}={k=6QrC>}fXXM$T(?Pn@YF<FhWjv1a-^>iRm(
z3Qi~cIRf7Da`6D;y149fHm<RL2yBaakPhgRpr*b6y<gspEhL<rYkkpLO~^3Tqk_O}
z`al)zue=Ty%F@YSJJ!~}92**Ql~(0ej-jvQ+ZpwY;rCufFlYL0`34-X8k@AjVoB*E
z<{;RhaK;|o;`Y!EbpXmh1Lhj8=bd}`J?R%Z^zAi=<B^wIYDXg(fjJ=iR=LMikGsuA
z%N~DUUi~LOjPpG{J=Gy7%ix<E=D-@R)ZSe((W?IWOwmnlQ!XoT_q6pFWHl=W|7Nmn
z3lq-NKU~%R?Y<`|y~GX0+2NECwGJ^c$yuGyCet5EB;u8_-`(hRvTHqklMLKmV1bLm
zdyWerhLVz!i0J6<P%{(jLOot-X&tebv5QLEk3jWV6{W~}AuT$#uKek?*N6JPllTh3
zw_22V8a%w*q$DLl?Gj#q)DIs(v@d@cn%agCo>#f1drjmjk;s^|Jb)VyKf7J)o<0v+
z8*@8=)@cxYX9pG5NkWuoJMfu*%9RHCv$3%ymBhs(`%l5rBcC{?4j0<fCG<LOZUWBD
zITYrSDx}V&6V1S<1lj*FXs>zwlNPBhbMwxTZeBBq>klVDi4rz0-e$$oi*T~ZSz}`Q
zNs%HcgwFC&#TbTVJl&uIDk+|{(f~ey0B>>bEwOLc3g)S#l)xRxKYOIwbC5xvmE6hw
z^(Z(5j~uuo5KS*pn(n1eW99`+7&ied&@4ZSd%Ur%ON~o%?8P&4Rvmx5^BM2iI}BN4
zp?iayzjL*g*e&#D03(lHnS`FqsY5y|A8n~w6~-<D@O~uoSyTPyZAse<DNo#KSj*=x
zJ>BR`RjYWltk`9;XvqAjc91=R*Jsn}0@p}*SW3$Cz>{R~tWo2A*QFswNuOA!GR`SU
zeK%4(os~t|+6p-4?Yo0X-L$hEEn}T>{$EI69_$BAS@lKxH%&kaA5~^f1aDK?VaSUI
zaaTKYMNQx@9#Q+bc;l-*cdaHH=61d;LLhqvl|uu(aM{vZ6P%5#AkV|#`FYZ2(?C<k
z`nnR|q^%do^PMqJqG(It3@Fju=&RH6n#Wu)gVgVxMQyuDEx?nprR8W`fi_L7hJ~Jf
zIV~nnX6E9ekn#7J8W&OZw<h{JD|zm~KT39eewepy!uSN;XzZ+{)x!m2mHDZf97_@L
zMn7)SKOA3E3*irbMq8OQGb3xsfhrHk3ItK4NV~w6ccATM?~(&Orw7zl3T6>luxaqd
zM&7l1#xww0pvGb1zW@$oQ!bNsm~$+i0XXObGE4pG6Xh^V64AzS9wlLkf%4H$QD6>K
z@PY7^Es442ZP@jL^s|@0;Bb=40TV8wCx=tzhnQ+?r$T#`r#|9PT0`Fykji&_q<s{5
zih7IN$|O;dOM|iD+SctqbP#{Qfl?+D0`?m&fu=vZTM;3xn=O)Jtt|Z&XUeRopkH$b
zsBdjahk%~*xjjB!>-Nl}UoPV&Q!c}!9W&k})+VoGUb<1M5~pNgY;&MY1?m7Mkw9Ow
zBne5bH;4LY`VJCiZ`w@-Gn6~+W>cBTm34f#j^}vKWZ0IrhIHvT$K=NNvW<h6QlsLF
z3qhPJl;xs&3&X-r=8s-q2JVq`7=PNp>51Fgc}yioDT$Dn^CRreqH@c<H`qU?%=1N9
zj4@#n{QCT|?5xM+lsQHE;2B~?T2<_`CA=TuDZosI9#k@NQc#myo^jmgR1e%BbjsIH
zgD->ju9DK=G26gW$nb2!&CZlQ*ZWuq{N-J;>8ZrX!m~`)+lD6Ywh|k`sEa08?}ZvL
zv?!TFnUtw;ZZ}o|@4UD1hD`4@rX6?up5nKqZ{j9f3WiVRY8y07ibFzzJ>NeKT7@tB
zdm6rsT~S1~;=X|Uo3Vkqer&!M=mqQGV}5Lt!38THYREb{dJ?5)a?~^iC|OrU;w?Oz
z%=?D#D)eBtBM{nwsbK2!+Jb}MGc+tS{n~ylcJ)3ee|k;LLdE{8Ft;x<8w4}TKr2Ck
zhfz(Q=5)og8E-YVa?G+!K`tELHhbR@02Z0W0qH?e2PWE*Z8JaF((eJYY7AMml^clK
zBiyb<SXF8rYfWD3EQ4JuEB#WZJ=ZvV<u+1G4yxu*2j+9el%vv$4{@KYC#1lf#@jO+
z{~YznCwdcRn45;<yyLJva?MBo*OX5<+cH@WZidG0JMKUJfev>q|F1vue`1npz2`J8
zV*w_d*iNeF;^~A&7D1_sB5`p^#7uHP_j0eVq_m;C-fzQVVq#J)2gb(w_MOMN$4pvB
zALG;qeg9^n(~!4>h+ITXXWvG1;Ul{>C>j0EcW{6M?l;jJ+7-z9n33xHyBdbknp$b;
zv>g2^#yx&9-hZxsB{yfCF0&=8|1{A}U-lg5-g%$#MJGM$Uv)zy0nWbb)4)nlwIS~o
z&0j3y6oD8O%=SfW?F<%5{6&JP8F0p0Z^KhQ)jQ11(hK8en~at=b&KXt`3K?Op1VJ8
zVL`q=$$y9S2_Z6R>dRhk)35z!?>e0;JE(BTk6&AM_CuyIG)>6ev;HrbK+m-5B7U=)
z#kZXMafC;_@pAn9OjR9Mq;2i(C#^8(m)VML&uc9B`Yr;CP6hDhw`0%e)L&t7bgZMJ
zA_$V2YSCrITv|5mg8wae6(ls(u<$try9@kVq@;6xonQ@LudT_OXjG@WyuRMq{Uzm1
zN)Q${FoZK{Q<p2-4Yc2ShI?xwoD#ZJ0!LwIp}2Li59ueLkF2kMaj@8~|G?ja*>U^O
zQ7Ox`eWYgZn?2JvyCw~V^oZH(){n=vKB-5Fgl9n1{v#S;Km0p*cxNcZw0nP1UJYra
zz+Yt0E|G|s_;)-o^V{x})63+s40;0mr{45wW!+(qnf*L$>u|%)!s3lnN4x@g@0Z>=
z(%VW|{j-XnUzpj4%xE2cF-p!L^=e<fMN-E&swO$Qw4O8O1!3BCxX~Y$=F=6EJD6w&
z%Mro3!X>|W!)S38`F~Em@C+x{W1Z}9cD|G%fKAdXFG3>oRAN?rhKSIMd~EpyIG0n~
z=!~qhRHg|~gM{A1gZO89&z~nGB<uu-wSRfKzWoSSR)KJ5%-Qc8=1cr(g7Nm&@werM
z<Dk<f@FQ2`!3SZ&zp<uEjf)pW`)PmVf$1}Wv5}GAU_8Q6LGy8F;B!7c(f(VJy}`JO
zIo(P(ekA~hY5Hu`aJcqFb@ZEM1rntLpx<$L=bsks^3-8wf=CVOfM{&%_U(~?8&32E
ziU}a?{DoiLrL6*r8<Mw%Ph?R6aTrrt@b$HkG`flU__y|Wn#4cr7lf07;J&6_W$)cH
zJ=i|X%|j07Tj)M4ENrDH_|3*W6Pfv2L5slv)ZvdP&M$GR$umen_Go>|xM*PzuO4f3
zQz2oKf|v+kd&VHx&owkSsHD&mUJGe(%!8a@{cdzYBpQFGsZ;_N`@cIe=pp=$)8lgK
zSNlAeKdVAr;CrORud<*rqcuaXqp*GI>2VqHR)q=n3$<Zj5_69BMOE!zrwwO9nMp}b
z(YkC1?~MUX_Yr1qmW|s`Bd2R#n+~jKCT2KqCe7@h$3);3FtZ3U!%`~E>Ml_u)@5J)
z@?a`v=sqrE5Ob%=x6Qx=qEf69<GZ`R#dF}+c(>v(RPZ?$m!hBFrozqD2-*h>7G@?0
zJ^h%PPxNOb9R5$CfWy#n`>H1{*6=rS41C2K3t3nUb?;pdb8|`*F*$kmwnVBwm04B=
zUW&M$&AUopZx@{mc2KSS{ua*%*-;DnII<H*BW072ietgx8WUYBVDi{-%Z&8i=Hc;i
zrgp#SHrVBlky?|_Z;lye!0i%xZ{Py2l2GTy`fS<B$ZK!dg@DZx>LCvPHwkl+F6i*z
zmCE`%f4CF6&;;*5F`r@J3<;Z98^Ke7ih6%<5!I+>_d05_7@M7$GL<M)lHAV#9qd|#
zupRZ0aUI_jX7s__Q=aluv&RXogfX%Ka=CeLNbXLC72ebywla+<0{{zBgaMsNxF-zA
z{7pkMg>bEd|42iBfj+QZWQ>l7^xBK`mu{cBCYQ>C^i%l+Vi+{Kw1I()FrF($xtr$P
zZf23gK;7d*V+gFRMNCWQk27$^>$3Xkr>SR(9aN%5<g?E6p^rE;QaKCU+z|rVKr<ZW
zFojbYbqNUcxB7i-K_lZP4sb^|>`Y4NQM3Je&D(wkau>kF0$jXsU|@H1jTOD`Cbgqf
z*<7-j=w0%?K$P2?)sK)yhWSRTB1R6}_N4MJ9nXj$iyNT>oZnoF4w~oRM0~r><K=Ft
zK3%IxE0X#Aj20JB4J$GZ^Dk8F=aSLQS{IH-Z?`n=cwOl(uB<R;=z+h&D9dJ^(=4HZ
zQ^%Jhgy&`@Gv463*vz<~20GC+tG|<~gKM$zo45O)Poq1f;?10vYuuA1w$ku1C^CAU
zDcqfZuY){h<-Y1ZI$hWLAB}wlP+VQNB^D%D2oM|+2(E$P7TkgbcZcBa7ThhkTd?5n
zH16)+xHaz1T)yvr^Jc2vR83b=U37O{IrrXk_Fj9fwTBYQsV>OWMz@;(6c6z}gzF5K
zq9Prdj6K02pmnEG|GPaLPaA&MHJD*y5R|Oa6XDM*SG2y7R&Xb`3jWk=*S2huwKBLJ
z+H)NOF^I&QoMN$IdamG9=G=z`Wn~?riv|P*=>1ADmX>IL8iZKyJ3U<!I~;m0d0$<<
ze+sMHl^k@kr4E2bn(YB-17}ChQddz%5@S5q8FqhkZInmM&nFD-1(w{8-Qft>o=d?0
zEOH0tALb0c^`P|)o&85Y9RJ`rk^jy2fmR(_tWKs^!N~ii$hd@kv*-)vxOPf&F{^ns
zyU_qRbl@cwi3F4~lg18jr?R$BNkThiAfv3zrtP_D`6N~U`cTAVruwZ#4|4zfm@`<Z
zCPUO*bCD;in^}#WNtYaMDrL<U$Xbq%mr?;FR9TM2Hul3d_rrKVp7oyv_`Z9sO-B0L
z3!-ZiI8ewP+!-ZZX#dG|?W$6Ycw9@jiPYz*cJ4dXlu*<o(`+PBGvSE!KQo}$mxgi$
zfzv7eWw-Yd1$K^-3hVp(J^=o|?{xsqymIC_Uu$i!9HdV=^LAc40)c!14D_w{OVvsO
z5x*B<80cyA-vHp==?v~BLuD<}=VZOLco;#m+yy<V{=l$pU$7eRuijT`@p9c4syvDC
zM2-?e6I>9})T-=I-i}3yh;>j|AmvcKarfTdPSl$YmKvwwDf!NxAV{3^v^Dkek%eXG
z`#&nxdna4Cn-PW{PqKV{@nT(79;H34EMIH5+|6Iy6ABS3)BkA$viParZ0G;z17g&W
z95onA!7&-IZO_;eI-*gRT=aU2O}}FZUA6OAZ2RSW-wP#DP~mp<eRv?Ag5`gAtuQ4&
zUe<_|Ee5Se_@wJrlCSk)kFCYR<c3Jgoqp$Wl+c0u1P%6N!9+G3seL9`h2WKfaXwh*
zjx=H+O6D0{G&P@1#!QPYX+%CE&UWj(yoE)$6moIFZ7EgmD<6=oPnxXFdwhEoMXRhg
zHKyUf1<bM174?KUDa};A4@jPT9koYv737}2rraQA1reQPR(*<lgm~2Bqr0e+77}k6
znkD|7EofvL5p#m;vQ|9Cf+9F2n<V--K^KEPqwxx7hCen@UnQCNZ~ff=-RQ-Yk<M8w
zaf3lOCT<SQGeELrd>(NzdxWb=OnK^IscipVJ0x!K+R$F{Rp!Xrw`xZt9(1=^+|Qr>
zi;TJ~&`*5BKIe7t9DEu%eBCcrg;l@ZA?Q7j)->KtuH(vNvgSN=vLK&M?<6w>@*Bw1
zjs7#`J9IPvr!-R}cBPZKH;}YpauTLRT$moN&5#22h;JadJFu49Z9Y?+&iiS=!wwLo
zfE@@lQ!Oq-{$okr*nB+D+XWLgCr`+~f@aw{SfBkLOLDe(TqW~<<)3vkXEjiiA9NS%
z7{kw)=U;6V3hRKk!X1X+#+>{cSGAeC7Xv8sp%KS4^!@GGnc$v{?<%0rsbMn@$9+TQ
zUfrLr+Df}0!%;>QqfhpcGwfcUk3B(q+v#PUkN-FqE3yK@))_(|=6hXi|EDHm|8HsN
z#Fn4?e(#k26<goyc7szGW|tLmug{Uk)~aRsC%gVB^}jB&T511hZ!!j5=;vpbTOa=Q
znZyhc#RqW~pa(&4KP#{!oQnQ_r@hHWOba%G-;tkF|GB5jzBEua{Spza3y6}n|MMq}
zNdeH*5(6r@%~iF{K@^4jhvbv@F|;EaZYUfkZDnzn911pU=s-fll6Te+y~9gJkNrxL
zm=BO5{t*#rR<2_WU{;)*jkp|H<!_li<uo<J{mz0;R}t)OfQ3F?3}A&2zSe@I0?|an
zK6IR(o_+($@4#$)+7(56+LKd$*>L;c^=#i3fC2w><c!N_fv8^lR;=21<kDp4<$?dc
z6)fFGY`Ii7vA?jud26vwN_Y2+z)Q5wQ?5~e^37{i4M5nYzLX<{NW4Z{gdDi#7jZAg
zZ!+n-0mwS?^puI0gk<DFaqPhnlX9&}N{l;U`*5LpzS)|e?|BPsl+es$DtfU;b_2n`
zk$tX(0(*jnJqk#ZkK@2#f2rxJhljiM<wpD0@V?;XPSYEF$!#?SnNb5)0hjar-P7XY
z@^)bQY`@{BQ@EIidAh$86cG5N{qVp&-)LT+oEltcJ2*BXU?Yy(nUB_a)#?#09EQD0
z{B0+)Hi?CHPCPd(n54Ib2c=aBH~t^36>;d9^|eSz51*B>y$#FDn(FsEArxO5{GkHt
zp6h>ogj^Q-Ml2$r&5!q6fB-)fqbuk@SIx!EjkHY4<Z*pA^|ApGNDy?0y>T(U9Ld$|
zP$mS5qe0BisgUxXSZ^=kUD|S2d+YB_*Z9J(RTT1IbR<(BZmU#Z_mgLSqR&fHu&}TW
z&^cl^Wjh5!2P@T-fv7}^#@YtlPVKxb$HL7{mX0YbKn&Gz|Cg39;4Rq*><yS($UEwy
zN<4a{Ue+4Bf&UlUmkF-YI;+<G`X;DK%O$jBt}7Xyv&(9ZwCKXO?8&OlR%BMm%&0+V
zlzYEk20(mK1Xho{$KHEi40j8|v~8kkP~vp^vwWI9GF?UDxjZs@_Z;)Oj}&2IuzD3$
zv+K{c(q2{kRB20={Cpk*QEn|wy&FptF`yS@ZYa3;y?BDYJK9BZ(n6r2^v-M!z>SDF
z!U!mJ%5|iE(bYbZcyQpvTBrD;?+#CG{$_XsQ}l^Zc6F)AlKc6zZ(p^^f>Tm5oIqlA
zRoT$k=<ly9yy2Hiek!_}{mWla-k19;QXq!%!a_uy=NnogEN`F`(`VAzC1|^lB!6Ga
zf;6uY5R_~HPn~snvZR4<^<Egn0(2%hv_lXwo9z<R*Z`8pk!9=w6Jqy`@`i16=d}7+
zZ3mTrI1lV3Mvb-~2zx-Jvw4@OJp~c!hpp)l5a=Hn5johO;u?`jka)}Z{_*7%ZyF<!
z<y>#z2If!)TPgv8S6}SqVe9Jb%32LQ8`<4j>lbLEKgPz!dKa^n_Z>3pmRErw5J{(E
z^a6cZSniH{SAOQ%6Z-o<iF-RN=dPbR?0{T@h;`lReVn9RW@>6sL@FCV#1MEsV1+o?
zrx@{<bq^>MI5c_44n=>scXS0}w|3C8<yX@f<8L7$5?oq*Q`B|2URoJEf9?T#i38LN
zP@L@npoI19?L2Voom!<?g!c6n0sDTZ@AqQ+g88>Y@|Ztt%#M#DUX#tZs>Qm9UzwSV
zG60!odU|qAd)D>mP(r`F00;{OcN`NyAc~<HO@<R^HjJNrtNXv|uzf%QZvQmczF11x
zqP4buLY5k<nYYl;(D$`)&jSNuSLV$?1f5bIe!XY8C=8gj+wX>dtZ&)aAT<PPcym7p
zj?)S}xB<?K<$Cq-7;<s_jEB-772G3wh=iB}6eD^Wd_5u?_)Tvl-uA6e$xG_Bm?ygc
zP%TwdjZ9H(vttdNxqn)*wjN*6O0ce*=3{=ZtQ1TG(mWzt+BfFxi_Fu#NU$`f!N4$`
zyK!`ba;7tG`GUf}GW9_(uiys1ntzSkwF-eW|GJOpBnf;mO0|6cO~XGa3Ly?q<UFIJ
zbP!obIu1|0HpT7c2utozG;ZqyOoo5W_2Yi`8hK2+j~tj1S~E9hclmhOr25^%i6eh$
zw}-EV1+MEpd4Z5FxV4orpJQYQB{`9nR-5eT!oDy3qyP8g2<k{9q6lhqf3m{PDoFxo
zmZ;>DNE7$w45x@KQhKfD52PwDrJ<>J>|3N#&mXqfn{?ZF;BORZGct%Be}rk_Xkxz~
z6+1@j7piq4&d6Xo=KqS)NOpcxZ~SSyTjG_fCHv%RoP7Owv{*M0kY>=QFpTB*b*@sq
z6nO00)!j*R>^xePJe1{rqOf6qbbt6%V$QyNIoGy#bT3-8<gt0L-`W07)$*M8fag$8
zWN6;%cEuCJ$j>?xD%{lpSF{_xU8U#z+Vva_MdSs-(9sP^gYnStxofl4Mz_EVp)HRR
z@prD=<R*2y>hmX%;>YxiqG<>Z6R4q4a_KVmSgkxf2pi<d*A+PFW9Yc`%0{em$?8wT
zVN6am4=m~wZtM&ks5e3gCn)v3(@!oN4tgU{*=jqql5LE}ZS4|24+000#*eXo)|7U~
z%Ky$z0}TmOC*j-~GP7j?l@?C0c2NUnn=^w&3Pnw>!O=T(lhqL{MGN(@+BT8IyvC6;
zt!x;1wflC7-`v_OW1G>GVqERZjuI&t&)=Ef0h}7wtkHzc-4Ttmz0AzsIwJ0?CIU{6
zB$-4Q1;}jarNsH|S=EZJXq|bn-~G7&KL!T0>qR{mac8>Y7<0=RU|=arrC4c6CAuuf
z_pvlNYnD&^)&XyI7M%O+l~QQ#-b%{7`8!6G7{kuq`7$B3N-ae7c8|G_XGF~wUxa2p
zk{JI@Upxfl9)6>ew=WNxr-JLT?p|^(9S2wb1gXQ5lMb$aWyRvv&%1Adqb^q7KusUh
zwBohsRo~_NAnMe;CXTdrQMtr-azoeGxnhS}|IyA6r@OJ~Vw?+6gm(J!B*v7X>%nbx
zrmD9_#F;FJ8dZv<();FZ3$G`&F}-*@p3*PGgBhYO&6|Mrgp~^w{n1o{N@aeSq_7!l
z?kJTl?dRCrYw4?Jesm!nEq20QnB6l`e_*sjdAeOsbz8jV6&G{S@p#_lilNPQ>;n<?
z;6!x<&tX%Khg?nD<=(2acfr@C#<Ti4NQ(6*%k6qgaFLFR$l~o1$pI0M4OFj=XFx^<
z%4Tn52ROqEhSxogH+?4IEBa!kLA|!vbw20hp;*ex*6uDDFPTumg2b5M-JMBHnx^*~
zpf4r`85zlv3NefCNyXZvZWEgfx!%m*N$vuXVl;g%-*AnIvf@?}FWQZqyxyjF%^<#D
z!vY1@9bedaddqK*e(%)kWQIG2xM5TI`=@<s#CiS_L=^UqOx;4(pux&Mh+$mb;y4qu
z(+$PZ9*9yz7eEmP9sQ&Ho3)A>!9!fK+VHeo)#i38)!>#ll*77nu)UaO@wBQKQAAB%
zG*B3hHv4pvG{QTpf~K6Cb}c+N=ZPO>TN4{W4l8j));xf*Y3azFOWSd$ym-VNK)dSm
zy|Z`lK7WrTMSrnVx^%YfjRWDi>M^U`J4s{T<s}N1f);v9#O-w43FIcpjic7<i7!He
zIhAzh?WZT!cj>?&IzOJFH_d9MkSd8Lyfm6T`?}hL`>+$ESQUoMa(ypAe0R7M+AP}T
zB-H-l4TgnQ-XQaO`H>$#G*PJa#l0UV5!!&dfwnt37f{i}&anPSN{Wqz9^Rfr85nQr
z=VgxNJA4BX+zF|9E6vVa9TAuH;d+hl-KQqjQ0x_JhZG!M6c)3~by$%29YoNL;(eOm
z_`fE)XTA2<Zd+6HE#wMgVseRX4W>J)xxA0DD@;4RS#K>jx?m&xhaIY;brUnAzVkwe
zPZ^f7z|k2RttsaJ<@rl|RFejn{_4w4D~`R6+(1{MEboQyF%cy_@5%(4=3;w68b@|>
zl?PDdfV6rxIFM6Amp{4xnbq+6205_?X&jx@F^1IyB|dK-WyXS<=F)(27`nksV9imY
z6`ePWX%55Jmix)-d%aao63?7e7^FtBs{LL1rg}nZM4tQ8Cqz`s{XGFOx3L(6h>+m^
zfpOJk=2`@|`ZFIB8T|LLGI(7@9%862U6tA5I)WA)u@<9Z0qbx-emm}jzWr<Ukk0H(
zX3X0JAEr$H@maWR&{{waQn$xz_b#6Y+&r4`r7-19>j^>NfBEflTIsY+aVX3P%B62I
zPP1k8o+H-+=@;np1LHJTY=#-dQ27jnWgh`!gIDC=hhbY>oHu{U)O_wP@=8Mno*}uM
zNUEoD9uZ4&+&k;je8X<cjo(j+{&i1ZzeH|QMsat-f)9xMc$R9UdKn*6E;%VRGB5Yh
zHBo`y^U75uKzBI&d9SQ9V%XA5dzB?4EG#K|r?old=6vc3sizy~fpqbQ?`?U4-Wj{G
zTiykRk3_ZG$H}`yjfbKu_hxm_-GJ)lE#GIZ72Cb1d5-Xqk}VazqW`$+F}P5h?wkY!
z29eG-Y7DJS%JoWt=me}16m-#%^@D=uOsfg~#q_qs3r>g@kc5<U8Nul(hNF~kD_s+L
z2q8Xuwth^;zOwO_(-6UlBEqdj?>__7gHj8&_*|S-WWAg_E3h&3j><l*Zl>HJx7(tB
zmkx=Ju&_Q3HB!s}YrmQqbgX>2{i(su7eegb&->pL`IO=m_nMIQKgqmV+#b}G+3oqA
zIDoGd&Sy@uO`&|Wj#60I>4yLgds5g1HpZHtnBiH=Wb<0M5y$J~RQ-ehI+H@Ytaq+c
z9)`E3XvEP1bOb(yD)k>9S;7yQBAlIVhA`bXV~F0w8eD#-y}ncCp;tDv(hhO0jtElP
zB*x7%Z@6Mso4zD;y{LTJj8JVBF|pU5&El3;2yishK7_Vo0IcW2wh4wO>@G;P^gb+s
zkl8*nJ|H3UJJVn_D%hW3hMoaV@+Bz_^8b^`=MvD2q=>R|`@)Zjgpp;Tpumt^_nGWW
zd}d!!LB@y+NS<?$r_ZoF9+Y5yoJ%QQ>QC^~?H#Fw`~EhL#6PQ9NUd}c!#~#*8Dd)x
zj(i)q{r&xiG2UQ>rpPhaRi976R+|R{^6Y;A3#F#1ekJH8w8K0m3=jgz%Lr!$4x5Fy
z74{CJ^f$YNi5tL1lGUZ?M)!>Eq9eu%ZYfkjTdd`nPMN;eLGdI_)+jEE_re7xVO0AB
zYaTf{F|)#D$kcFAa?MDlo(l4n?Zw%0p?y{BuAtK8n)vfyqs!k{1lW=P?IfA)?Y_E^
zTPH#5pZL@&y8U${cB@%xn(Most_}jg-~II;)F6@d1_w%Pq%~KIcOoDNkXO9E{wHAs
z+YM^4<tt+I*C`w5NB*kA{{QJku4v%tcGE3J(iSF0+%oswv;}{t>ha+3&{=uZi(0|O
z9iTIqo{BRC?7!qUd)G2(DiESGJ@4fM1YmTL{DHj%?{xx>J2deQpYf#HUb2TP92V>d
z`7`u)fLXbz!Xd&7`y}E)7`6IL{{?}mV`<Ez0L{O)Q=|T-yG4V0J^9NgT&pirAq*b@
zOPwEp<mqfZ&DALIHO($i1Td|M0IG{L><`vq_>b>Cd_kOx^n!^k-AS$8-beB#K`!Zl
z-dkqDcLp!Oj&-}HSijf8{RjV$kG195xB9NdgQoyWk7#YA>3Hww6~i0Ou7yV!MqS;z
zzN+Rqq0w7@?1MMDIVwZg7sp<|=5vQodFJwEd^mJ;vq{&O;KDNp8S1rA%$lH67|(XY
zzH&=o0j@-5Y&#E3R*$J^1^vs-Z@btrpDUv$cE9xkm}`0+COT`*vE^b*b-l@_m&q)*
zx3S&^UA>uC4O%X$R94R`hL;Bmux)L8T=a~LI%89ZQ9GYlSfmP&09CBU9LJ;mXkWu)
z)t5c2C5(|2)-HhTcLo3^)4S(PN7vL`D_vc%`}=rFFDEa$0Ox!MYmi~636;PWz-P0R
zifx{>MMWvvG@4L!=<X!}r2*m<pfq@0p^IG)BS+KqZGqZqhWkD%A+H<C(e(KW+qQDL
zRjs<5>d!78zq4Dpk=$Vwr4)AS$kZ7&Ts8})$EQb|<7G}l8S(DO^yV+?Dk{qJY_)fM
z4^^-E?(O~3iDODh!E2!vsQtfUIBq=r{3OM5C0zhJKKsuf;oahJ&(z1wR&V|J=#IUm
z0!j}Lk5O)&b5CZHSIIyN1w<>~_Rc6VA$gZXrKEQ`YByB@Dkpcbc>fWtlE~oFEx~AD
zV4!F5ihyZ1_b$@N-WgPS#6_0#!|@8aHWq=Q9lP|`bnDn!j8OCNwB6^1m;VMr&Nq$g
zLV3Qpda!HGb-);Awrki&8bsWoO)w6yd~F#~*nvo@wF01&p^!u+O&%LFAn3?^t<0#a
z+`vO*cV&ni*Bs8bs2^*bT9eh~fdHGy;q>F53_j0Q4<8>NT-yOTB5~A1FnYlcg-Xi@
z87yG(26$54J&qFsj&7oXqu@^z>IgwvT+V`k7-0VLLiy3#-5G{N$?+QfG11Vt>bq0F
zV85Usq8?Zt15Wd&NU2D%YGRvYu}Eo7c|*%-eXV+J88-clSy&yG2u5CTPCpv_0@AyL
zckkc-j*d8tl`xig-d%R5Oh&={9sN%5){{RI0-#VkWn`|Sjbohb+>~N)o*m-E98f|*
zD4nA#?r|qln3S54!TmO$FT)gIsP2+cN;dQjgrO3Doo)6~L7zu)J8e3c79k$%GZ~(K
z#Go@_&Bx`8>@luiKR?@yd)r>d>n{Jp4!`otgrsY+66$wyHN0p@f`H>rh{fY`6yrKb
z$J1|ckjCgG^Zf%OzZAEFD%=Kwu$(zY$MLstEP>-=-iNqfmE?Bd7w6HgB$w@NNpj<d
zQ7w*`bibs%pW*M~iPB{X(s24XPxh_}`|Q?q@gt20RT89M_8pU4m*_X#jSpYzs~fmo
zU7bwgB~yF5L7w^qCS>IjE-u!WA;I4?LAZwt^*U+In;YzFr55JDZX-B#x^%$K=vHl}
zTz{o0Y+IV+H;<+$VGP8ge6`E_I%<R@8>`cAbVAo2X7Tui0+L?j;a2R3e4wE#7A?dV
z>a^~jjW+vecG&>l6s61-)kC!RUnq=qy+PJU98k6;|FIm6!qL-;(`6dK97&ylApuA3
z41)dlg#yXGn+T3hphy2Grgy?73Y8}lTJytCyKRCBh`gD7OQ@ywS@1F8>&GKiBGGUp
z5yr~$Pup+iZPXuv_h9sGzyS<(YkU+<j8-o_;l{BjpNRyF-2EQL$KP2jp2M!XJ!l<b
zcVt*h5XPl__T9x*R8k6oI<ENf>;qm7>+XgtQES#VO<%2cCUH7iEq2(8??^;ZCpaJw
zX8H^7!5ke2eH(IU@wk4MC~~KmC*qjI0pAE>Zg?2-4N$H3%6-2za76yOJGZ8$#5Oh3
z00|YT7l&4PW98<h=y0>{h&%pmd(s419CLF|TR%56b3fr{-{!PfSC^}ZH<D{7A8&N(
z&={XA8tvEx%EXABgA3D82)J+^Nl%?D=7{h<Ydaq)<_TSpyj+@WFAr|&fNZM~kAt$D
zPqZb!9dPUttz<N>X_uAPl%Ozz&hra3kL2rgwB<k1Ab06~z1J({NMwex3TdIJvQv^*
zqlP)f>8X{GFWX#nB#3{jKKTo}A_PKuW4=5;(QuWJ8k6Y#cC2;Wp(O~7sADgN?A;9I
z55*dF{u5`gYqMSA?vuBNzY^G^xJ0P#ap-D#c9ygqti!3&DkyX|P>{*4ZGabSy?XEW
z!!*trhNjzgu=(?UUF%pGq+=nI4eyPvb*03}s~|R^r@4`c1YdW1Bqwj3P_xn`cSokc
z%iiEsZNv(tjiF8H7YYn5s^P|h4~+!$CVgcqiv>rN8eK*<yB{?cjLgfn#9Lzoj9;G5
zBu!S!l}nWqIQ!4dXRUrMXcogAj~YhTo18rNP6z!xFw5Ik{w+|9GD~O(WnRA&H><Al
zCO~Aq!Zz$$hTLx?ElrdBG%+60r0NP>DLqj6ay(mYqVsn$hrw^PI;KdR89r`zkn>3#
zzObrlop9W#_j)-dmvjJadbE#1Bd3_Acx@LFR#?clIGL~@5}>YJl@=vXW<7+y6lV~P
z&1wpi;!m&6ICD!{j5#UoF|e@w+ZdMYc~5?SFFm`yR;GbFKMwjl#GyVLgi26SB1YUd
zR}4}B&gE$EZE#SK`hx9j0=RS<Z#O)68FDg*fZV6)6R#rOQ?Jnd)%1M=dPLWg30~>W
z`Kb#PNuo*i-OCw6U24|jkb;S5KvkBf^7df2SNpr2sA|J&Oh-KUn`u(#-0cSV=%Y`t
zR%&`S6dHU+SwyqV_2;W#Fru|z{co6cD@9`0#BX(L@NjTc^i62W#i)(0u8Z99!_H1#
zjz53O`7tJ2txFPDFUzXL>+>6NegBgX#5e#|TUdC<$91i<dZl{V(P=z}=(01=7vEyP
zaPGxcl{c?wU{;dGVSm^xWMWZHUM1pr{K6N?uH%V8;&sXn<Yy!pAM&*e>Y}lc=OFY0
zx@z#x=Nx%i?cV_96SXPp=mTTHM6T$!@;O%I<CS!0(<^5%t?T_%Su_62<AcuG_#v2T
zpBwF5CU80OF}*<<<+JPVx93RBF%=E3dNd+l6JdvZ@fWxjE(W|OSP$Kw71S?vsyq%%
z*D~#;iKsoBT%}oIZ^Q5%y7(I{yYxa|UdD=?wN2^cy2Y%CxK^cp6>b7i5~nTBCFk@U
zdscoxs4wk8<J47Ikil>I?$V<AIa&b=4Mzv}QN!YT6uDi#XT(5sB9vwh$|3|b{mq?H
z$<t-!^J71h4GsOG>Yw&iq`FGS(G5#4Cv7@W26)Np67kI!3=bcMT{rOPG};9B4VYXf
z<6Z80c5OB<Gk=ngW{z^12yYD{pi}mB>_I2lIc=`fYn)cck(^f3^Xm$QppFOV>6bjT
zKiSOcm+&j06^}s;H&|gj^WCBHB(5EU{RB(A+%fqc#VFzm8Z5@T3r0_t2Ehm;Cr3a4
z2*i;ZF-6#p30!$(IfP&O;w`AJE-r*z)f#_0uPzvxSCQp)3GA2+#n>B)4R&_wTNb%9
zi^n%^F<0ML8|h@&?h47!YE4FH4rHn9{Jc4GH^vY8&TYF28lBH52FfUUdusxN>3(9w
z-fw03F6e-{*!tFLq^TMnQl_b~Ok~K9Xl?Ch=PderUsPK=L-K88^V7@RMic=zbG>L8
zq<Re0eX=v$ljHp)R`eNI*}fWW5hQ1j-S9VAgIUTdKi?=FUliHjYB|nwl9A%9u8YU{
z4bN<^UknfCx7@)aYYz<jS){VV!x{W(s%Z=)x;@x)p7&-(zME0rgU!KM8q!*F<26Im
zkh7hh__=nUv9|$;m7C(jH<Km3n!g)0?Ds-y^Jws*2eKKqgJ}`aYnKIT$PE8RS)4gi
zO!3?civ|yNQxkHgl+ioNdU^fLl9K=@a~b`vtMN3<gu?6AVLcl(7APz^{N8f@mb|t*
zn+4!PMB0%BO~uiVj&hzF^o0w`$z@%aIoib$+!5_wQr>wkNGLhkIXMVRb2|vbwO<X2
zvmL2{Xy+~yPv)%TCL6XI<8pThIc&rwu6{Q@vulD|u4ER<Lonk$+*CXASxK0rvyj^9
zT?YMb-(A6ZA+tY9FF3Q6TRiLm`#+!01X#~!o*u*{<6>gMTvUp<94)CO)n4!~7VHW*
z(%aRl<sgUTZaZX$S=JCH=e)<9QW<b}%78-0>i<=hp1a-u6%)^f)1Lh>pYX+FD|mfS
zoRN7Af`b!uwkgUUDa{~8=lYUK((&aym@ruc-ihA|T;xFK7)?aBy+>I!!|v!kb=!Mf
zx6kom;XR+#A=Ra9uu33PoWY=MqZ#RNZS5c;E%TFz9eZc^=NpN9|NgP<Mtt%}GCn?;
z<U~l*5e`e7r0<1S6Ad+ePhkvM+||%#Vi$u<gFcU!YagR-^+Nn;L8RwN_)#Nq7-7iI
z!}*C|>^W^Tv6Q&D!V)PoYBQXrMCZ4L1*)8nhEjxc-C!_@O32`E!d?aKE}a$6AVmMJ
z=oB|7sRRavYn?i$AqY)hPa<|Pp#R-o)S;gJba5JliWeS7;!Fjx+;5TczV(*f+#x8S
z1(SU7DEu8sR&LOHwmGPJcRm`1(z1P;Wso)+zdTxg+$2==v2>{dX$YiQR8r0hTDnfF
zcJDd4O)el-5uLLo#KB;l<4}+M1Xq89<e!*_&zYBVPWRl(Z9v1=kz&W9dD0jW(Mqr>
z)B|4LIQeqZ?=AnsJ43W81hp$2iSL^hE89`A;KizruvQd3Fu`*U4$2m2x%YncnAa`s
zzWXF5;d&R(9(T5A)K0DeDUiv4Yn3VZlhks(vt%+7ae|1)G)QR8xzos_jAt{rrjW1N
z!1uG5ylNS|`Va&(0s9@H8Rb#&n~>`Z{ZR$8@8ClJ+wM#qPX*J7$napfNbeRzLUa<D
zzQBmo+8@$fO}r}SkKQepEadMJ1gbO>4-M}JCdbD1(mdFz><@lN@hfnB({aBt)a2c!
z$z#<)lil|~-G=yr+Jaa&THN<rY-YNV2EX+0qV`AH+b!SK^?&GN<W?U#>POHb@9s0W
zn8h+$iL@NBzXHV9!N2&WkPf$<451jK%+G%3N#c(;?v>b!3Nx6Q$4?WuBuBgLeIypQ
zXE93e<;%0NFH%y^4fOuXpt3s}Mvyy`<}DS2R8pqk+)g>|lpVH>R4Yuh?IL)jv#MRl
za~l#|$eWTOSKKv4MxkdGjF>@NeYTQ~sj9lv+e;Lcob(c_F|MN$xdQPD3)s!gIMVB`
zu7=kytc2b-zus6NTeQnT4yJ#F9;T%iP6xAv`YWLW+c}mU?hHM+&m>FIJ{CyaIt_BP
ztd(Lr&Q!czFtVe-tz7qv7fH7~h~of=t#}GZb<7n7R=yptG;2qlSwWuYDp>G#THwGB
z^gR?N+^s*bbidkq$}Hr^&CwgrZz5DoxWeZ5hKpdom?sf3wMSwuosT_d(d967*Q5b|
zgiVS}^g+Q~In?w8PaY3Ees}U6zjVIl_!>G`cdnOKpQhYb97H08wR7`F2{)7*Ofz%a
zDWGjGXnnX6P!?W+(s)Hm3j1&|;`|Hw&dhYJ**{TU@jlkFz_<?#AwM%$)T_&9X#7%=
zy4gg6zn&hc*lt6v+<xVSI1-sQs@NTR=IB{ab%iwX*tF0zO;@~r73>ymw>3@Ntp|VY
z5CTN;Gdwja09?g|`6Bb)5z+5~VQYOKS{7Z5k`VaRj{HSt5R@qFV1>Kv{Hb-7fGri9
zn3(6aDL~m4SnSUE$1`9mZr?>!jeK{Hr&q12Tfelnzu%(~1^nXotvl5V!yqW?{N&H0
zyM*v=zI5*PaLcBQ<?+Vl{$x~bBl0ji9O{)*60MYOX{o5+N}1<3pbl&rTf|Y-qYZ!E
z(k1P1yhylQuGK8+?rht5y=b~Z(@-E|sGLD71MEN;Um1XpUr!0>X#D!WFfZW6aiDg|
z*RVZ^+j3T{r|R*-)Dm4nU!V-P`Np>G!<b|*!BppIER^M!S0aic7uIsn{-cezI8>QE
z%fZlPu#YOU11?|invL=_>+k!%wUcTDgPkNMVFZZYDR!*(Lk04ss|_i!`wiFf%~}t~
zpkIMo+vC%_bV5J1o5*%<%*V9?&sTB}P7s<yA?rqu0MZ_1=76HYuYlwpae02Z{<Y^a
zCRnr3DO+#7^tu{|V;@?rJqbw^BsWft@~R?fxPKutWUh^gOh`l0WPLh&mXYSIcO&cj
zj+`7*YMS=HC$j6sQ>cX#eAfEi({mKM{`@v}D>tgouGY)9*HoWFC4b#()9xHp2`@Wa
z^Z3@(qm6=NI-Z8t+Y0A1ebK?JMaYbW*Cgf@nIu*zlj!Ue_rcCiY4bMkWJ%TvUxyS2
zIe%MI{EAKWfbKx?1j%nAxSKX`J-yFeuSMB^vGbRX><rAqGNy~3DIcFB!F;npU=gqi
z7rT`n)C?$>(}N0Yyh^rNSydlLKDAV8WbiUxrcR^Z-2Tl3hFkt-&S!1azdn+vueSyB
zma5pbn71}!zh6)D<>k6)YKr@G@<7m5S)>quh9qh=M*&$LqEE)ul;~nv*cmvJC$5rM
zr@(tKs!T9%4<kjq<nLT-DwR?9m@_?C`Ig(OzZ=cfKp4mWEVqfN{`Icl`XfYt(^H4<
zA*UR0q9J{lU8h>lM{shiGR1k{4M$Tx-Bc7JAZgV=UW_O;a!_?$?6+UTwzOHhtxA7;
zX%o+kLrf6<(<l<yQd6_j_A>YR-k6;0d*|&qb8AIu&YQl|Jl?k~oe`(8N+E6pp;A?6
z%JQf(g(9ggxTiLXgre|wg+>Gi@(LP0o{e{^s=H|j>k+OJ61e(>f`c*oa3X#B!Jyem
zOIAJb0H#Z+C_VT&?IHEu!+|24`H8xsBkn$<$1n9G%hZOg<y17H_Ax$(5K(K%&Zgq-
z+2ZrF>x;(Q@;VM%McfQ5olw;CKmqQk{2UmMYC4jW?LwnJOUDF03w}iDNstO>QyS%<
zK7-LXCfxXw<d{}^q6?Mj^*D9$)9w*=;q@Ji*73eduOK(fI!1}EmZwGc0JQ28iT2A5
zAEtx2_|6|nA*~v+Yw1@X3a;3W#)?R;^~}X#0B`r{Yn?dmB%j?6D(ojZOceOEC&7XS
ziPKG7aUXCDR%mR~`f82PBu86ujKN=E6uNwtrQJ`3|K3k5geN%@<@c)EY+Xp-I;E2_
zu7poV)#-ORmCDghJJ!V6zmT<+N_9#b2-bpIIA%Q`Djxmb&QIq^dw71?$i`@(`}B>T
zcGO6EpZZYS7OvTu>t%=NLCqJ{+KB8jQV$oS=o$2rC6UyzN84h-!?;W?D3X;9;By*%
z_O;Bry|ku04X8_cy{L@4Ol3;S&8W($Q-;<;8<ozVjfF$owc&ClU1f<nJ0CWSRvF^q
z&`E}+2!oM6F;|qU%z@XC_%Yteihu9sSpc1&tm2Nd;|mE-|4qONyA%x%KZ&ATnHE^=
zg?BGSt(&E&R`b`}l~2cxOllo#_}SuW!t-88c#ZyAc3=Vry6y`zem!qeaAS<RKnH1C
z!OrQB^C}|IyO0HyFyJ7PJ|t5e?}s(eBIvDROWO97JOr&zP|F9~Yl94`7WGV({U$;N
z2W*zvcvMjjjqork@nL*z7p{cPHl&ZILSP<l6lh@Kiw*cu_E<cawA-ePzLMt#HOUyg
z-)`yoA{@4v#*0!OH8uD(SFGYUrj<`2Y>gk0<IJLk39>}DY+nFPpSsCRq~oQ_qg{g3
zd6P9%J|8=V0;Z9!4tgrbPLtbND*92FL^VU7VuAT|cktE{0&viCNe|^0s69zKk$wK_
z>M<;7o0T8t1dFO5Epg8%z}zzZ<a&h`<tCGAJu#l$6`kx#n9ORVD*t2h>q2+~s~nt(
zWBhGSjw``6)XOTa)updC+`_(^*x7B7{#m;Iw3|QGkmn_8Ax)`hzOtA2PdY19i~vY+
zwB04{4$gpOTuziMWB2VI#_`;*$sc0oAhcMwE5U}uL_|l)%EO-@o=XlD$bb9w*rlWS
zT)*`&sv`T8%|D4oEY~)}hF7?F${VVY`r|q*x+wk9%!YkEv<>&&M;fUfky}HZi@N27
zxn5oIU>vz0{whxW_6HHJ)$kv+6|KIDp{>WLRG*FB!_eJj<4(Z3lYQzBE?k@Jy&~k5
z3n$;Om-=oUjyfek@<(XoSjgqH+||We3*)`$jX+u^&g0<*chNa_N0O%ooS=w}tC<E3
zu?Hp2$-ou64Eg+CTBofDN(K=LBIES>IL?DjA4pbjpb2K)K#1vYJ-hD%{=2jvfk%sa
zsCd{#hd~`6Xj7d(8&-K9e8ZLcFK&=Eh)z_fbUer34+vGXXA+xr7iTA>1zE_*ou@YZ
zmmyVT)>5ohH90v6<j=WX-ST>So0ei79i$ePLhszUC~-{P&!Ziu(V9m>mmPL*)U%a^
zWe%clKV~u0Vg{iX4Z-yG=>PO5<`Y2Wcpmsb_w;~tsGc5hcuR$XI@iV69=T~QMZkUU
z24+KHrw9T2*TQM6N_2Q98XC+6Y9=AvU_-723^idV=i-H0>kYm=*5C@`Un2hO?>gUg
z(pw3&IGmRY|3#aNVRae^YJ2zKq!B-fM#QbGqv@<xaU0;0L(^=z`zl^wC~>M?&Wt_K
z_sGiY7Y8dU7Is7gS=d`LlYf)$F68uli%cXS=7)-m94hx|*VFgQs5GdpWdo+f=JN;E
zX?>jlk#rEE27Y;C8-IS^kOmr?;U7~|8HrE0ANzE^;%rQLbLCYe(Yr{%L70WWxWvKo
z2a_zgmPV@Q0c1+Ofi<L-4RI`GEtD`KP`rHihx{Q+@Cac{3jJd}QcHw$wZu|<d?6^V
zD-NG<?edyxk{>-<CRB-4>rQH_PVD$c-C}z*qeNb4zSX6no8ECObtPB|^yncU)Pz&b
z-4G>YMx3PoFqAo>lk@J{P)$EE|4bQ3Q;r=pRk<YJj4{XRsKgd`uV@4J8-ZFXm9y~z
zSB9%<ZCHsTspzO7Rmyoa>Xk;@6kjc7m!6eh2VZI;<w7PtG)h%$k5@dVAF!yqhtx`_
z0K!8aT#CP3ZN(MYs=JpZo7s;)OLBH(B%fQ3ix0V(EjD^*?*AU<UQ~D1e6w=YwMlG9
z`eueqzO6}*x~SXCQd|96kEYDkE=Zxwn{zf_IgEw+y1@HAaXQNfh&EnCyln60mByoO
zgcOBDT8jc%(x7?D_H37C5Y6^v2xRM=Xg~a%es2m)GRFHAj#lTx!#c;P$_7S(r<d~X
z)7&x}Hu=ayW&>qe@vKQx)x6R7$ER9#NE_O!$z?HH?&Tl0C8J>~nrY+LC|LtSu`cIK
z%01l{vR*1Zwu)ZA0=3wsfZ$gzkj`UNFl~3Jl^F_tmToZ<F%)dJW6T-#KV1HCqmUp~
zph!8}G#eX~K+o$Bd5H@pUpkMGH&nj3>*``U2<=E>=f|)&sP)~|uwZPtP3=g+vi6@a
zv*K!d#J?hJFcN9}A^YVc-FLNd&Ml$h)mF5q*7$I*#T+S_q^QNpmTZBeu~&lliZ(ma
zF+?t#bw0?Y*`ea=-g^1)bk`y|`ru&`TCH6T;X-JcOta0?#eP!rqAM0bc9u-5{kl?^
z=ZT5#EDZY;D2)boS5otrh|bnVeL0a_@AAu$FB!*Yg1A;8+nMS7{M$pxD?vQJr*X05
zsarR)Z;cKcT<HdbeIp9F?+P%lk~f2FZce7sA}denN}rv!68^gGtWT7UMIHS*ikHjq
zh7g4(v2gu`|I||NVd>d&n~*H0UNrh9kTnwZ5B_m3$`Q49n4@|!@+Yp*Lin4!{K%I!
z;QlI<a!5^hh)^;!^VKQmbD57xI?V3sidjD(dodrXtajDuxG-cr_j<uXt7U6_&aAGX
zaL&1We@Oqnyh*#^`Rpf8$}(#r-KGP*47aaCfiwfRVi~cs;@2Im_1kt#=M_9ZVb>K4
zBk>0Ttwn8kSx3(q3iE2+=bfdl6qV1KC4*%@t_R-X_$H^%&gGy`B5#>Pi4F$~sBX>|
zW(41@yhDk(A~OHP%vLBh))N!{W1ID--1}Y>MPm{2fnONxy#jo($lC!NcB*P_&@St}
z-B3nlkHUCpH1@A+)rw>48eb_LiD{MmJPQ=&@1V8ZErHvg;~&2xVl~gp1=TF;TPTKU
z>sz?&Pi^+sg{-lDe#;K@J)UhX+1`IK{W{yq2FFNlDzYAyn4!#{8eg&sZ8`{v>dPH`
zuhLo}K44B#8b3Ar@F@QMhkC(?IQV253q+3&IX4<pvqotXISiwFIsaM7i+8jbo&Gzb
zeynoa3nIaK!|!m*RN}#m5w`PLZ{fn=Y>$d|vTBRcr(vh@lj<czPBYg-$i4>3^xRdd
zN$%0%Z|3a5ioEjSGqB)bVM}TmG9SC$;q%<i8uB!p;xBUv*VSm)+Fi&Ka`qX-A1MDJ
zQ>q(=xEo9w%&j@wJ(bJ$PU9}vFZ)l&tI2h}lqG&GAt^(_VL?@zZ!3`cTlqRpNI(jO
zKB2D8Eh0p(J;)InSEW8Z?Jih8C2%4ig>R4dgPHksQe@e-uFFowU^Ww7_bS^iX>0z3
zi(VG2LCKOLJYF7;iP9EH=w&Hjpbc7mD*Sq8M?|XXJo=(CYwlC@k))VkrfYdcT`d5$
z{Kber;RqniAgCp7i`Xvc=sq0yCB4KO6y{!Y*Isk1K4dGFs3=Ny3Sr<7A$n_Y&Uz*U
z92qBH9=#?q4Y>TZv9`JDEv;>;`~C;)4j(_PE)!s`gqKWPsTEXstZN^RvQux4xrZ5C
zUB{s(4|XMpq*gv&psh+WtLSyvYgB&9mAo5)q?EphS<L6hLnMiblelQ0U)agT?^@$d
z_(Md93flo2XZbm^IZQLH6#`zkxi{`P`BX$V+<~fx#)~ihix=YVg7l8>0pvqEFjBl7
z@c!>w6CWw6CiR?x=5ZHxmo>o%$2pD?`W>aR$yBv17P%h5swA!g26Ph>B5P?Wt6e;(
z4eUAm`N8b~%9fnxSoOIn8ZF;=qn?DQFY*w7x_@13YbA8_X9wuBOXnIbjC(T?Yk^dS
zUJo?SXgiSp@8wKgCp-`Zoyse|yX4xv|He!6HgXf4yw(zT=($sO$P;~M((aX#;ZS7m
zKGYgC?1$5H#HLDL+s~aIg}oniCdZBjxM9Aoz2uhY$Fz1fa~-e^kW;<oR4)|Sbgl>^
zz!m25pX^*XJ@4orBn7}y%q>S7K}lbB+k*5*|LNbxk|=Bg^0>oUBm^=;4EeE{oi(rB
zGR32n9;4-Xpg-R0F7|%6r?~?t1ZfWOzmN=uJUXC!Z%RU-K-r6M1&MbD-H@+$nfff+
z%`^<%QxD-h=b&d0T70XhOM5*+^||b{2ki_u%@c@EECn)~=@4NV>Op`8Op9(AO%EnE
zo2BU-#EJ6;6Wr5KoLkF|MzQ7XfpE@TQ@`6oCVv0)6>eamg?0XJ%sDPkYj6(z!nj*c
zJUXcETmKN?Q%_sN-tJ!vzqbC#?I>MND-b&~vy-{{`W0dcR-g7saOWisM(Oa6)*VK<
z>Ef`Yj?p0Ib2*>&GSk&j@$)o~S}(dmV?{p9iyP^)nR5?1n`Ia2FUCZE6gs`o==#!A
z#0Ov@!otU2=nIOC^4Gd|qzB^?ttUQQdyw^s=^6e?s#IQ2m6chmHBjEFbr>tmhUTu8
zI-RDZv@H>BLEnpLrofvXdp(vy5hBFnQWsDb3boPpZA~FOcWvHu=wlDn>TMHqe7t&X
z0B<@;KIH?Iy=(JD#h+4YwjG+5rc#)yw_AyXftkfpua~0m4Ut(Rzm|26_wv>fCMzc1
zFBkqZv-0*)&#Qwfw!adLU6txzHjTR1R2}hNFKFXj8Cq?mOqB_f%3Agmvp`dbebC~}
zHIydFpP=&LRI9?i{l9NpbWD3BYJXy)GcMy0`e%D_m0G|K&vFscm39WP?XFDg$rw_>
zAJEMwTMO#`d<TF3^9rjO8$mX4)A~d0Bd2rWRU>rvl(n#-2Zx6T>Z#pd_!$l6n7dt0
zs;O02mhqbqwP0p5YY2UXdI?kJe86%!PM0CgG~dtBn}j@EE=8|>IwCVno$gcape~JJ
z<q{CmzQ#<?=nw>rq4SxsO)*hwy?Xp6!890!ou;<_e(<~DBR4Dt$R3<sXUea5t&U8$
z!5v_ZlgnWMs#CN(h%0{g(CUIVh|n4gO-7bA7h*YsMQXk6f%S)-$R0fLbb4S!+Qi5a
z@BpIo8?G^pYPP}+-zTkLT#b$FtJ7&1U3k6PD_YI!$EDY9s*v;oWyl*+w41)G4$=ze
zxSLbq^7eN;hbKQIPTxVh3p0kZ47RrkXz}x`nV)tv1iu@$#s8KUg7aPw_RIK^5G^Cl
z{+F+GaOff5F4Erc`F8gi=e~^p#Elq%bsv}-mwc`-fOaDxgNdayINdDIw*KLNEr1jK
zz-JDhQ`4?}j`IE6W38q2_4WCec6J`Tr(+KcA#XMzje|%GzO!l!c4gE<a#;{!_cAlO
zfJ`F$s7|X3Yu=6%!u1d3_>?xo%l&>4a^SH&xLd?tw*Je|mG<~Mzo_LZ%~pp*b_)x8
zGh5-DyXQ7%u#67<@}|eoNQQNs5enAmaQ36dW*9+z<rEz)92W}8RTo@sAtvMH<cywC
zhB99{mY7jj85J0OvJ5Nm)NPA6v2k<1$gG$)ERuW?=S9e@@FxUGsd+}GN>Xfrtg*0U
zn(rJ%V7g|(MuVLb-J`s<$`-6gExaD3pLxBN!$-YP)YIB{AFdVg;H5u?5r>_;CZ2Id
z#0eV{vq<0(v3UZD^em2Sx6Pz*=~Tr%zacZZV2I-+bryngi<;a?XRTo*?~B)oZjlvu
zy>j%XDmLCS2WF=v^dh3_8VU$v-jch&oPEphM>Vw~(22feA;R;QFbRajUh(1XQ;-#A
zRpEopE`C;g8YxjG9{0({bZp8`xNCasqFTO|HT1gu$V@mjIY$sBPzxVl6?-^}6-TlV
zvN0kR(|Acl$X^r@h>4HHDK~t_jwcY&C}7mD@kp>$g7Hv$AaJM?yMSBK{CA0Q&_XTu
z(EYAVsbBky0nKVSz>PxaT~gsNVsZtJg>P+@X&lMepccnt)E(9Gt(c*O#bO|XO9PwO
z>j`OXw;<dY7o!%`-X-k6D`c%v2|gd0KUAj)Lbx<JEY*seGv<zQg`gLXZ>WI%k;I#x
z&~Yyw%9-vbygxcE@{TtvGk2Qgf(>-^mN8#~V$g?Y^2Nsa^NWM5Q34WkZI>M08@VpF
z#3>y7_%z`nE!v+h^~Lx(Oy+?Pr>j7?OIqsy#j){$K;x{^9L<T}8`CLte@}f^(=$S>
z&&!Gxd*s0pSZOij?RP=j&-#k@Xp>+!^nLfptg7Y7dHf@6LZ9Fv>%M+5ZU4$I=jlFe
zH_N{&z8zVroUu3z_FS~y34Eqt+uqGYUzjmN9cG-yu^Ugj4n>zcIZ!<$l7hUd9}o7M
zBy6mO@@92Ow)T?uvo0oK1Q!OBllK98%Uu1LSdRPa()p(ikHd#Ub1W>=%r|IanL{;q
z-IaTJMxClGpbthf36S)$7x;a(gY$$Wsp48rG8oKWvx^`8hcY(spn0`LO*p`c%<BAB
zO3(SL6@kG!+`l7ImD#5=#;L>Kezw$I)Fz92Z?Z48h3zjTOt~!5mj6-4D<;<SO3J4*
zMd$Ah7@C8}!ePsUeVuS8lAEN5JVVtiSFWyZ`aC0B&riEO1xQchFJ{#brzZEgDd09w
zo^^PhZl99!FV`FmI$^>+%s2yIj<r6oQs(RM1~<_5lJ;||I&}^4!#r2UW=DY#FmC9+
zy>J}C;<ZGz61n9L6>{bo9U$`izHEE9Cz&MBE)iWkcxQofh5m9Fi$#~prunQ__dE}4
z|1vDdrsWli#h6#wX|NV_j3I+U6F7urj`+#YX{GrqTZJ<1Ngoo<bWMWnxrK_DcFhnN
zc8=Dxx4;w_cJ%<{&u4GA@(Az*r;W}p61I|}>C4kqK8jKlg)I&;vb{Syzf-xE{L@H4
z6Zg8l;RBKS^H1q`w#f+S&797PkALf#BVu7!+2?I)YT&8OCL-}{=qXSUePnIu$^Z_R
zm-Q$+GmIMvY>QAX#{11A(ltmSvf^=H(b1yEtZh<_%OZ;h9sDW_4%tZ~QRSIi+@IaQ
zB*EXfE$(@7FEJC(ysitf=KqW!+XYKEYPrg{Od~XfUReuD6tOY71ciAbvFF^2PX)8y
z7b4-h^nK4WYP(;GptA42fln3%Ovyzl+qv1NOf|iNuoSt~yBsn09xfJe@7gU;T6pj?
zlEvimykHC_QE@$@RA1(GiaGDtDQGt#QmYayz+l*0E+qf0*a<G_b<u6VMf`4RZeoH?
z!sDS-Xt$fcql%YMtGA`}8ZSwy1^GVs5EJ44?u|!W!@<hvm5D{&fnRW)#dQ1HZc)@T
z+R03}R}xvRR>YyqpbasPar~;JwbQ9P-gQ6$+igW7w9vuIal7h~MCgoh7-r)!F-Jvb
ziO*NHsxP>(Bhqi%eNBJ=-Zcy)+%`2H`@3}(&b`$jYn+wp_SPJW+wKKI57hI>nG<lD
zQ2L6BJP`20Qp%^aGeW|xXWI{PGpYfu6rU>rp4i~{e3V)Vn2rW3C~^1eQbDBT!tbE3
z3oKk&IL9Dv{1;58Yp{%s4OGUX2!D877m6BfrR`E<c=SI3s;TK~m_34m+GWU(j`1~N
z14(SsgWY~qwlGg-7w4VtUHz2+zgRV>l{f+OuEAPbq10g6=;?HvNeA~*{nWa&qnA;3
z&2KhH6Bselrmb{^Ax}nh#$lAV9dJM~5D}Gg=NNBZ;pT^eQs5m)zQMw(B$mpY5a0dW
z+EmLMos&`=A70&}+K-I%=*TZUud#J-Vd>(kU1mbSn@_9b?pz24sD*TlUFI{Ec>jdf
z|9CfP(JW5bF<z{R=<4X87moz`9?*Db$oZNy+3Nm7gm$1db+@rDYZq!1aiIdi*}s)M
z^Jv7QwIpowf4$iYoA<_l{$n;IJndP-x%;f&`)`QcgjGY`@Y>{<H0L<V^xt2+R>S`J
z<o^nv|Jh8C?yCeI$lrwi<Gyt8=|7_Et9Snf-~V?}?f<bEF{o$$Dt^hWyn%vJDBvX_
MA|qTTsO$T`05f>^E&u=k

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/documentation_04.png b/content/sesion12/img/documentation_04.png
new file mode 100644
index 0000000000000000000000000000000000000000..2722380ac733f07ea5c64453272a8f07bb97d3ae
GIT binary patch
literal 54817
zcmagF1yCGOx9<xH4uMQ?cL@#&Zoz}QySuwv(81ja?hb=na0UtP?(RCsCEq#c)~)yI
z-M6czrhE48p50xmSFiutzZEVoEB*-y4+#ni>XXDz5k)Ad4`)zN&;<x^@4wix|JHf`
zf_73A7lNu9CpdiHfiV-55rl%OjX{1kfPLRbwEwB$1O<iK`|kriXjftk1vLwj5D`>%
z*F9N9^u`cf6L^)2PeUB0Nc$Wg3q^_ugK$p?h@~To;IGL$xN0V%d#D)FbLLZ<ahcaq
z>$keSROeOQxpen__{vyS@rTS22`9iF2I2EhA^%^$R`!jlHuYv#os3zzs8VpB+Z*+6
zW@c`j)zsYl+KO7Y5;(W&fFxw^?FtJUKeQU#$Gf3LDy9043Gm+H++qb=!4$oBQa*+o
zvLf$o2NtIp{a=?yK=kQ0Q9FvA3^5Suv@nkq^W0W9dUZ+a-?_-Hv<KnN1n)P4B~r+h
z#~}x~9ASP;o82#a{nPdnLvT%Bh4?JTREGE*338t8pxITdhX0*h<n(W?jtT8rw-LTw
zuOZi|Wd8(}X=PKG{%VCRR`&++uZ7y}i$0|w`+6&Fxqstl;7+#J0ON%Hjc9fX#qb=4
zmu2}wn9#gJaQc%vRBUMfCaS>0Y<~`e>m|EADbq62o-0RDrM4ILuPs$2`K(0Y;5ndS
zQJ{)D#{xVB;wbn{N;!jq#QD2N0viTa4Xx42KnsIDNJP?|Xyj2#QsuC-NoMvGFGly^
zq~kB1_<I!5!hv5gJUf!<!(F&r+@Q0^rgiCrSZdGtQu*|m^P&t_T{P>I)dE+SvA0)|
zP8&l{d{!n1`bKvxf7_;fM|f*D@>gHJelR`sZLgpt|BfI>PY@pd5~M!^h7@_uBx91@
zwh6m$X)Q`uw>S{6>)_^gK-G0E`|l&cZ5-;Mh&cN{Xm{YYgraTUx*^5o?Z(|3%unEl
z9S@3<bAN||+h4AGVtu~oVdRY~>zJd^VS~EY#tmKgTuH)!IV9^eEug2BGeX{W=_|;4
zmcE29W^&6=GRhnI<_l?;@_Qv|Z+}LL{4}LI;!P>~bJ+pI?pdp%EqO&9r)d3!rYd4O
zmvh(W*~O+c`JZjvT+c;dxsey4KGG3&@FKp*kX>|`2lUeydHx_?LEC213mJSuow@>v
z$^q=Hz!>PyHweuAz+L{}{V&zloI+8|%y$#+&Lc@Uc#MIrfM3h}#nO#QC6&{xw2{rG
zeR>Y}3$;hB5YF8srL3@pO3k@(L-zci8KOTBbYE97Q@NN$U{39C!qLLJcdv^KcX^B3
zK9^Tcw9}ZAwyXK^dTx`5K<2}p<MxhY4&qWaUtyys=ry@v?}0yf*`?o)JaVh17jJiM
zL6-c|^N_RmNioQ^FsD-;w_{1*EpA<mTmrm5x?n|Oo6Q(_$K9gcLga}9AKgQKFGivX
z&c6!nYHpG5(xX?~Lq3iI`>}jHr$==dKDMS03Hz;c#AQqYN8|J#gLMS9`Gkohj~8}C
zrPR6pRxX0v^d}*LYe+y}mfiS*V(93SPFyQ(9o$Sra%#LTmJ29E4z6k;%a9A(s5>mN
zjk8iYgFM8Nam{e*DfW`%sRI1VofBA`67*wVbFS<$*ZIJ8*RjTC>Q#2Y1Q?TnJ7oVg
zHdu!2bg7MMGp?5OhX$2ur#nGTVu^>@8vTdeLjbdK=AUJ-?8Y}X4HGMm>JqWDw2$sj
zV~WOMJEHd!-IYNv0n-qc>;7vp$`9x5+^C38o;$YdA>wKr^JNTa7Xwo0EYcOeCQr7!
z1q>VpNBYk$g6#{)w?pb(0N{LS3t<<OdTht77w=<Q>oY~|*#yuf^q2|RHZqGJL2eY^
zpV<f3*WC#_+kQE<s(0g<xcgJ@4QIzLp?53TcUkzKRn^ZK0wH~!L9?po*T<I?4CX0}
z+5K+RXT4i?DQu`q%Y|R|BXoN@g}8{r`8yK(#GD5>Bd^YvOGMZB_##PrS(bjIC@&s<
zDMIbe-<}Os1hP6N{ni2fkc+|;<Qe6>iXt~pVfS$*2nF{^$0GJ-SVr72364N4?HMY0
z$puIrTF->^e%+u7D!yU4p7yPUsUTHDEoUZY)V^?bj>T6#cmDk8>^xgrKGegZ`IoWK
zI~izgQngELr`VL;jdn%!ku(gih@!=y|B^{>0C_@S;&;}&=NXa!GMph(RSd9o1RO<j
z*xNm!GBjdpE^nQE`=B=PN?nDE6B-6pTt!v~1`^wIyFh32ms3gjkY)c#NQwI4e`3Zo
zt0AxBK%~*KZsfIxy|DVbJTgoUzC9pVm^}A>@=FC)VzTk(&El!LpXtYFP+q8?(h0*^
zT}Jp^p{Oe&3ysfwz*3%(`eP`4CG6@PSyj8a5SyaFN{Bc?)*K<jDy;bBP>yVGA<*+9
z$2toD7%v^$yH97_brpEc>HCb*`Dj+U%ztb@J#v1R0;BaR*2O4dw40Itna&ofQ=@fa
za*JpqM)Vrp{xob20lChmfhONmfqlzw(adiWTa)#lQ*JETHJy@WLqKNK3RxCI5&G4M
z1q++TnN=<eD?4Gq&7*dKa;Ee4ng4+WRvh_CL5B&_ci;QB54IU{<Yr$ze3w{md0z^t
zaer~F;E#<+z?RexAS${L#NqM;5M?zIAfG7M@(k&(uIpuqL~3d&ghZ~kU5I=AWt`1Z
z4L@a|;dUZgEMApq85&Yx<uC<($8V6z@oC1NfAz)ZU-U)7-KXp0I5Id{MKdav?L+s&
z4HDmKh|H3W5%=|iwar>UGYGh)8ELf9gN_*0#QM+s?k6z7%e7_c6BUU!CmgL45fX}M
z1^e>Pzf8=vO<~SfQ#GEwWW0C1th^m+S$Ayn9xq!O)&g%xx=)+@D{Te=2s?T`uDFMg
zV8iF%_zlvsM~bziW?b2;9qKTb$QK)30s{&y8X@k|k#6@0MWM!YH&dUM8UXW*%fbD`
zDO^!^WV1gQBn2=EPY3g`S7oR#T(1eIwNw?OlFH@uFTbsCFF`o;FM(e6BGKvF>-f{A
ziy`iSag`q$S-<rw!I8qwHC^0BHrokpM%&DlISbXZ#h1fITK3oV(KgS5haW`$xvp$W
z7W?%qANA9DB2UWXXl?&E5F;%^>5zEs^E~wz#7$Wru#b>Ior~7xWce!hs0!!)j0t6T
zGY)xg19qjn4PP`e2wvR=Y%5kusU&^W-cwATzM|C|Ie`i;nZ-u@M!mJm1^rWg{XiKP
z7L%sICC*`Oxov`6OCqMbp-uYEB@V4v7nAzi965Q%51E_9O0&qtNbTY?uE~6ek+j{Z
zXu?i!Y0O6LAn_nW0&fY-zZs`At440y_RR!<9WqX+s|ts5F)+z4=I~i-4OUqzRFyJs
z`U4S}Ht-hn7#H~S@2mTBD}fi5E$*96<k{_>&~PL4m}d5^D<5?9DV~1e*k37QJ)sf6
zbQFGpr5vn1?{=)HnjG*(!vH62(^%fr`9*xG(X#hEH*)8mpZogC&dX=U_%yGf?_kM0
z2eHy}tcCGvVi?eJ)LHty=&-UnwH;@o<WOlHm7EC~IDS#6wL`YmExe;_dF#O?%So-h
zO>5e(6g(Pi!;c!YJ-0e*mj;yLTQ5f-75F~*1ifC5*vG1gm2k+7?Ds`QCU>b?PZRgE
zFV=fa4f2tEIOi?C-Djc`aSf+={w?1Zav0~ZL-2%l3?Ed8CyIS_(VM>Q-qLfx`px0q
zsUARXCZ%-IgPgOO82{hzaYJAm!LA8p7;@3ZfN!sS2f$`YMe$CO5b?&U2T&Cg;h>t;
zK6P6Xw91!08&I%y>3-U<sl3DP>eh3!mjB=ib1VFI;C_RM(c`wX?0zjB%-z?z_U`t2
z4)XgFj#AGh>ud=73Z5s6rqCBUjkt7c;7<d)0NlF}0*|C;G9d=OoQO|a#8ys!*VwVz
z+r5!>-|jH#z<r)v_fgpA;Yrh1!%$0eX1dFwckOV6#6IL#XX3Wy*Q~ps^s$mrzF<4m
zQ_F|H<*`@&{Lc=jh{Y~|$6aE5NlfSmKOWfA>@vpg>2lO^@TbGzh1U)MzO~@posPSO
zT;+;lZ6!1UFj^>)z`Qs>nE)K`wHC2u6pGXEFXFY(d`wXaf4_>bgW{R@K<7Vk?o%m?
zJ@tPazz39-|8%xPef+O3rta>4u0CuCnfZT)jJ?Oiq<py?oC8?@IVdj&PV4{wDE@GA
z#<r3%4l-g{wt3|qMXNc*l5!EIv_RPW4-IN%Q$akJJrR<pnE(9hOXf4m2RHI~z4XXQ
z!5`yAQR>$ooO|v3Scsm>Rty<qyNK%UX1vnP{$o;#4jZiib#4wk?teX5#gDM77xvPv
z4$NXAFx`69uLlNfYGn87aO~A1;tFh^YiSTU7C*RkK);gVzh5DT&@Hnl1WH9U(RAJ_
zT%_P=$7(~y=(2m%{x=zVIq}$!*}QOdPSS-}ZZ)u&2;sKbf=UryQuazH#$0#4d`s|i
z07uk-U2=5)1HTxc0qoy_W$MJ|{3_NLi5JE5`Z)$6u3Fy&NtL%oC2g)K{AYI9N}DAN
z)|vnzvfXJV<!6Oy?t46S%>liGaPH}e<`^%&QI#cYD|Pyd1Lqyaw*naYR9r+ZR^P)~
zW$%Xvs`gTt{jK$+!=cKmz5qYdydPsS@8Us%`w>swDwrBboj3Q03x8&+jAdD0X;39t
z%Dzk+b#=`0YWa9gu0JNxdo<7ZyF|oCyzVtMXcq0XZ%;?_!@II5KHRa=FI=pD7MY<H
z0EQ}w3$P#$vo!vE^QN1#tGm4~9|%z4sd<EFNYMGdSB(>Z<AgfL9~(`t<<~_8Ic{Y2
z%fVTBQYIslkM5vzHG&8-bYT9M-dLTRmsdb5Z^7#?uDd)(o5<@vr0VIx25_KuV{Yev
zCdB)FliyU%Bt8OZt98n`(?nt>*#vE-a`U24QPw|1M@Sl<a{0TIFE3|_$NZwqx8Dt8
zhM@&kiP|oadaHZ}w)L~Kt+-Z>;@`G7pMpy%t)%O>9aJ3Y^Mr5y4#P;XA=Q7otnSKE
z$)+>MUv4$;lUcO#EB`aI9^Lam6ZEqrl#2-;UtsiySW&ttz_Rb5P0Y}{0uV6bgi5BT
z0hsEP>Aj1>VvG3$k}=dGp76hH+GdueSF7r3Y$ebT_)ZTAL1Qa-@z$GRUU7HPOHHf>
zyt_x*Iqq{Nx%+bU`^_c_{T2UgW>^ao3nj-7IlS4k7i#$+>tm}$1js}jPGw^5${ZPi
zdPc<QvbE2G&PWGh)KS3TU>G&Qt(=0Lpo#=bw5>qI>9JK~ALy!K-0G38u4XTRHnNKn
z;6S?6$pG%(OA@z#NKKy><CC*w>TAuQ8;NTXAYAv=L@ZBUQ3ZLXwV9xUa0d;~+y@<W
z-D!JISxPegV%P8YlgnmiI7{jxOZL|`yljuc4Ju|FwHLdnXXp5S`=BHqVI)%CtEv!+
zX3f81zRnGDp}Px->Z5m%RYIe4kX`N~wpydJQO~~P-=)={mbxA{oEPYGZ9T~c9nDz%
zK7Dz1u6Qs)9R(RlXCvnrp}FNnQ^`>apu21d6^wyG`i~6eQ?ahl*vLd)wG_fo&;niM
zV4gmj7EZLMittiE#>7zwL$uy_vGTVYrDeCyaw4_N!jX+q5tc|9XFwCQIoQbN_N22$
zH$e$3X4=gNXFL6(d+6%`jL2WON;USi3gCJ6@UFHGPGT0=PQYhhVv!iU@N#tH!Mr<U
z4D5vEYPlbgC`-FnqR<+*&<9D(C~mx2B#bIHlt)R5Sej6ltYn8(wPfb=rR$`qEN><5
zqb>Q>Q=*c9&yhQW)JB#<H3-IyK2-c?#9yK>IdlU&I3oJQB7b5Cdc~{TW{om!sb#6l
z{)q&$yitk!x^$JC1DOIX%n9~Jv7n{1o>AittVC8KDMr(ajInuFs-dYyJsnw1qas9@
za4%>~4!_SrefpCMvOQ)B4gal^Y`{=40tyM=_=cDuZlQ6q%a~FOd(FDgP`J3Rv|e|4
zgL4@v;7rD;l)`k^QB4$J5QpRU;!LmorDFHcP>?j0*9~VY(AcB&RsnkoyZ($Ypbsuc
zH9SL5V7V2@ihcV>fC43anrb_nIuB5?Ygyeb0%(v!2ofyisN=^=G`dhjYxN#1fLZA@
z$NAFNB2k=`vBRDAM4>+(l+V&0lPq`9Jnp3#y32C)i&J3O=v}ss+z+>sA79)i;1l?b
zO9%Cj)o>O+e%=4(qLn{LxtT2bNgP=?Hl`#Ibe=N76Mn5&u`mu#MeY%wTrBK-#rF5a
zz?aN2Ax9M0#yAI+-%LAW9FCrkAf}_ou><VR<vuvBq~W8ghN-I7X=LpJC){T@2sgC$
zud0|siLGb-+HwC_kyh${-H*J4A8%tE@GkF`qi1tKf5|xAV3KvQ85kY0YaT0=3I1vZ
zI#0uG-f3;k01$}297c`QV~X`}-%%nSP%{4I(sDH%v$WCK%4d1&0fYhO`&}EG;eQ#e
zAsYdT-86hln*9Z`e{F6>kDMML5lzkwD@ILiAwS&BI`0f&t)zuFLyB+!i91Hy@gF(q
z<Nx@61Gq(^2WV?x&GGsPjZvp!g=GM7H~+Ggkjqv!V{)lqSAet?CJd8h`<^$+YO1gf
z(ZZe6Dr)D`A{>=Zmy1vJ_~Ku`e@q}3^*F=ceT=4&dv`82zYyd6+J?HCg0Xto?aG~e
z0nZap*CHs`hj+KGbJ<v(rZI7M*Ew<idTTf_x=)S;?Vb2MF_w1jqrKdA6HFhLGszzg
zX6tE^Ak3XiSiGDllUu1HOU(eQE_v3rLVThqF1M&3+CTVMJC}aB=vmn{1mvr<<An;W
zhDR+iQAc~K(oHo*IH%$Hmrls_JjmB}p%riBb2MTdK?OM`q|wVFoQ(%pR$UX#8AziK
zUNBtYxaztUZ%@PnZ(|Bcb$G-GmNma#orCPGZWQDAwF^>Awh{(e(|wb_c4IrZQ5cM;
z>K{bNZUj-+FRkttC{+g-`p7tN50=PQRfm@dztC&0R4z8s@EvgqwshK-5UFhO4I+-*
zHqyymyXD4P5-iX%E*Pp}1C~U}>o~vOqY8>xU#pNhnA`2{@2u!p+-=C#+42M=T619s
z9t=yy4@#%pVhOgz`h7XJ7HmvR17;1bo>5Fti09^5V}N-k?H?%%7aoK=S@9Pq?u1=<
z4qp`72eGt~GbD3e$!}+Uqd7=eWI>$~KX&z^f2h*x`24p7XOU%yV26dsaqm`(k3$CI
zD76wl{)uIlm2okt%N`Vi$fPwp3{Q_JEw9?FRX;(Aps<t4!>GwvK|p)Y2Z>#+1Qx}3
zRc@gcvn*4tdknaosnq*{06uMrBSW%<l>*pP#XXGzy5o-zjq=HJy)6%$zn*_ra|$$^
zW3#nATU*z=xhWnmR!KiD`TGhto_}^>m7Sw=5PqtB&pVV^Iq1LOn&_qF{UPYmZ!s?&
zUv4Zz1^Rm_H$PeZ7?<$+yteT$eJ>_dm%j8vwn)j>A@U`)7;eLmZ^lUwz3e#dRu<&>
z4Sx>ZLDCT7e8eVSQLUZK_tVWsMue~|pDAc2am(`7Or)b~7+KcqkV=I7v2<AdYL1?_
zMkwPftnog}`ryOe8J)`9@ONW+TOD?Ew05?S$Zwn|!%eCBj*qx}(uef4jE2*uoXM3k
z^@g*&1KE;TF|beNDYaAWc>@BCa~5x)ps%z)JLJVa^?pfl@zYl=h#wS?Z~5-#|0Q#|
ze2mty)^u2`-PDfqlVIwU)gS-OrsfK8#4t|fO)-*xt-}7PWhU7E@LoYDO0lpzl9|oH
zg(HVaD2|<Jw`zfO&Ln?Mb1~%Q$%X1}7ktZ1cG)`I40+U0e_AqLd9wd7Fd+}g=V|cK
z0%rR0AN<HBBqw?gT=t?3nqMgQ>oUW4I+q{<;gT3^N4+P}-fNW5*LtY|g?BDF!La1o
ztu77k^0d7{TZZL!=EMC1iHjdhpMK|bE6ucBL+3`oD?-9s>!f!UHg8$)RuR7lL(r6=
zNAY2w@AG5Cb!hz5kNjsDTtlI$UUY~1<1GT~<?*JF#)oG(zzZ*n{W+~TU2f*UOE18$
zC4Q<lkw2H5xm6D8nKmLeDXUucaW)!@4!fmXv1aR%P`!--9oHjiE3gb(&{i)pJNZ}e
zM2zdvwHH9ug!Hy#WIB1-oEumniv(IK7dt+%c45R$`AXiFguRG0+v_cx;R4RPSxkPz
z+H2NJsW{=?ah2DYOU+n<C~DnVQM$f5Ag_5lF@cDAfq|?Fpt>A)A>Ja!)M!d@CWO}Q
z6a*^yH2CwlbOLEKX9m0D15@5brVWJgcg^Ig`8|4vao$zClyvMuudEAc(-yTk8>WkD
ziylV``5-7pyErl)uBWAb@3?(Og7D0^j%TAoA~o|fN>JleZ3owG6h2E>7!2H*&hCnb
zF|ArU6iQdCT?QixmD03;8d^>jNCfj_A%uf?8Q2I$E17<J-g|QwlVGdkAM0)vIPHt@
z;@BG7^>R?>@7^H}cTijIoCvIw^nkt>y=~c!HsMH(*0(Fyyu&M>Vr(eNmPEJaIY<<+
z+#S)jR{iiTs}W&&r3wOF0V!BiJbKp-^t)ZYGy*%mI&+K@KRoj{1fYC&a=4wbKL6&G
zr%loDRF$}tU%oHDwFlf)aR$l}p+o<TmvO%b5)|V5`&sicHn}ZZ9D_h{e%D>5jgL4M
zQ4X~@)WicN<2_5_psjo}f@Sv_qqea&d%b-=^l-5Fuu%sBkKS4!+Ut(`y^RJTK7Z@+
zmLZa=lB85)hkX^?$hX8!OwQ-^Xcr6S4yWAJ0Gs0@=2*R=J8BDO-#TJHqUg{wiY-fr
zdWt)}*;<VD$G^4}wRT3RGqT<yBA?z3jJ0v$(WeUU#~p6Sa`LUHbK+C9jxyArl}PJ2
ztpc6DWW8}4E5zSsY9Wc6Q+==niXfuJ!#HNjseD_gxo0HhB}O6HMslBfjolcF8@!ZX
z9!)U4T_61fnZ{@o-sHtc^+(&*4vQ@pZ+|387`bSor8847+KVt0!G7Fu{hVIyWG}7j
zC5&#L(B^oq*tn2Eb-v*Z;GjbscG@k$twd)rB{4jKtYfpdeG<!D@s>h#Ty~$HVSzLf
zsT5oFB}?Q@Ex1W6H_eiRY|Z0XQrRmHl{Cc($!!-wi`F4n`=tYYB(=gv8KEv~<i1-1
zJ!Eq_$8S|(XuS{3(WkUQLkn<_pZuBJUv)dH#05dF**u<D;ya!P`3|$^=&_vbhdxUV
z>F*EiGu>JH%=Pq-(York>q|Ex+>BXexkK;ST@^KMJ}>fLtCPi;6Iusx4;RMt9tQOB
z+|D<+WJlw^SotH))RVw?X1~B;K=)AYpF}aaMaR8k-<?$c$<!`sLLE`ut8p^dv{Acp
zP|OejWKMRL`k8*MTGT)nafE^U<^&x{Y1e|FDysM5CzmS-;Ud~p|CDyIsvwHnKr8zX
z{OjFbn<RmHV|@=!*Q6AcQNR={b@=Y0Z~PqoM#^e7fNN%RZpR#eR4DDev40*qf<z}R
z7$UYC|Imh;N?5&@(px_}d{vVz>RF4BxYHY*EQxW#6DgNygGoiHze%Y1rY`sx$x6+?
z??rTcE+^c2wIn=`)*HWrz+yzl!^PhGq~y2Q!}nlZ2<}vFwyvJ$zd$$9Xmz9G*R*Jh
z<r&Z(9|qJ4M|NqRk>zw@31hrA3-6>%<^dAkoN>j#Q4Jk-dalsy0``5U?4AvJHss9<
zN0kM$I->6@0RnrxmWs=uSr=~$NEqo^G#ZTlRlQPdfr}^TT&qQQA9b^F*K)aVe=rRG
z!yguL82Kx409WUInjzhDpfG^2s5h;*C5&hd`}OJ^4kL50b3$&z9$zfwvSOTr4Jpc~
z-F1-WyX>x-PITt8<;)}gB-2#bRK7+DF;OT&?YiVO(82l``ecPnU>g_m3I@1*r6LeB
zAr8N7QrXHwf4CT?7r)0Y1{7l4JyFHf;}ruum*n@CH9}8Ks&|^g9G`U)^S4cFhFgzp
zd7YOLIJTPU#@hT1>zM+{d;dzg5rx)!8Mp_^K4u`bEEZp!W;`DCR<e(8cbO5_%sY{_
zHdvU^9?`bYDP7!+d?(;k`^w0;RYuCh{%UwtF07)!UpKx`MIk%ByOmMR8mGmuc0Id%
z4c?e@{V3ny$TUYtFNBG5FiZW#p*Hs~wyDu-8TydgS(|r~L)!L}d6sh@tYC$|k;h1Z
z8lz<4K5MPR?wOchD!E&5^XE!gaWMt9id#bu&_p=!pXyoGQexn|IFfaF+1&%PPU>L@
z_Ci|=6o$-KO|3sbXVlZpvUK)yKd1nqc6*(7mg<h9!fI^F8|Xd~w<iZ?;qI1v*<}>S
zuj*?4JP#Sp7PQH~pHDUdGJBtb*}pG-p#|Ny*gO~;Q8|vxTz1-+d>yPv20Is<*CV8l
zs{rxw;?xLQuF#lGtZQLUY2SXhaDm*1YW?~>EhVaW7pq4&55{j*Weumt_9S-*q<g6+
zc;I>e+03`ug~usbYq!-V$Bw=$o5t>KqdxS!*Ger97!5;w7f0OMxG+S}#wci2{oaVd
z(wOMc?c>vpm@&TBFAwc~Et$mi_4}<Kx(pT2Jz;=jBJ5IeK~37%N8jMqGsCX5JTd^o
z)~f5*@$M%bZ28g|Vg-p^8RY?h_XBqEZ=I3R{&azpzJVZYdD?s{FQ0^c8ik1@gA(QJ
zxku3K=6S7cjyks1%a_MW6YQFMaMq_l*BGCykhfK`501468l4Wc2F$|-v;y3L4YVyr
z{f`ts&k|w>R_V~P#Z|)>P!&RO2Z4<uWUVu`{aLMzds>=)sOh%BR99HM(cxj-|CgLy
zO$^V!EL<G6KJb4w{-4X{&~Rt}a?>KZ{sI4=L!!53XOPIBLXE~3>`}sJgw^6=IQaQu
zFi!c%ECogE+F6*s<nG}a?_wDCMw6Y?n4iDrqRL;aKi<Qlt8S;Sbsx^ax<6GUFX;Lz
z*)NB|reY9=LuDnaW`y`XLvXzdJ5H*+tJMRc)dqT-j!0y?URf-;uky;e2>7t|;1%d;
zR%^bPbxq8zU3}n&TlwZk6AyW?Kos&IT6@?aa5ZP*nH~ccZ)V3qFVU&&=AK^y-Dn%s
z7%uy7kwdmX;3pFLACQ2`wLo$`zfj0rIg=m1=k_XY?_Xjv`xVE})t03*uz61#L3(1O
z@?PP<M$XPlnrzAH=`UenC2a3W!h9Ut-f6YfP&y-#zl?^wz{NaS6&0Glb<TR<{zB3P
z5m4rG#m^nWvMJBZxns{OG{O#vQFLPTZ(8@bZ~ji<BND;r5W8H>T3HBu6<F~N!fF8i
zAh+`3Ceo@!LvE!pPq7?pG-NGT>PTL&^yICxhC9nylKZq|1FluhZT|@t+M&qp5-_ED
zBLAu^bwJ~>UvqKm<NlC<{*#M3(8WQR*M06Y{c(QBJAF|3r@JFao9jXHCZ)$zl$Kw&
z3kt}wRwT=#+hfZn#i1I)U5s_tdc<l|Wi+FvX5|#vUpDrA&S*Rf=dSw;%WC)qwC0u^
zjr~uQsx#`KJG_D_iC&{pm7$}pock{AM*MmHcF{CdB3IhMxzu$3w3kH5@R?bB7A39m
zMzr$*^pkyI+fm3Y3U945+*ymF)PcSk68Lgt-{N5_ku%oYQ~!j`hgsAsCM-;Ipu0nO
zwEw|8|6x8bL43X2P51uzoPWo!9pEuIPUg3am$`Ui;J*+*mb3i;LZ{((#YiLei^OAS
z@w)Eyi$)C+991D48@O_^EaTAl4r;1<9pa8w19`1z%gsm})ja7HJ7}-<!ru?D3D3Oe
zGA(gG-lG}>PU^jS5iLF@Nk+^MKf^tqcLlb)tmkhFw_DFtXa!{6uM2ya!mndEW94My
z5K)?y#e(K}?k&`RD}Ig3(DBzci7v@#R*xWN-I-A14+ADe5xwVY@lsxUOMT}z&Kx)l
zz1?YUt{#P?5M|H&aB*MWwq7@ta{#FsHJ{Z6?t>&OsxXL4#|IC$i8rgczS<MJu7wou
zkBa&k8}_!Es8<%cx)l}riCX)e2J5h0t@(X<9BfEQCu-sa_85KiPe<o`^~CaI$PU(}
zy6srH7I%2^TN9pzy=^ocvSWUz%8i25=d48r*>MY$(T$w;8#gQzf+qL5HLOwiTlqhP
zL|nUj?P^%h#b<osTlm$lhW4lV;j;t!{*<7Am4Iodx2{(%;-^38$l`{EZzMRkSFbHZ
zjV8fAU(P;fKg{{~5iAFlRr+w=#+l4-EctGM4%<Gd-vlQw^zWgi{#w5|4`{zRzx3H)
z9zC5$hihqZX&mD5L6|U3*(^w(Wuzs+llz44A0W5|bpt>ovvcVA`h0$=?Y--)W}$U=
zIO>e^L`60tAG3AR@vy=T(?#_8L$By1VH(82Ec$c+d})8Q$4807%}S*3YG}e3QCCgd
zcOM$F5lp*`jZ^!4MG;xchpn9zb+0&1VmX8}ddl!YrbSl;cEOwG6BB0+hIf>^^#wCU
zF#MmAdWJR}c-H8R(ygM_@L+?d)tId^PQnPKwL!i4BCEsGUEuNlr@q_mJivQ8JGo8f
z9RzsL$IkwVdCd{sTSP}bb3=u>kx>Y_sADCLO0tU<s$gZx<O)l(Q`>BT3~XJkU70Fa
zUq8}&KTaaHXBC<{NS$oYs)dtxUC?Jg?(j}E?1XTaTZe_UCtR04Pi;F<5@og`pnH`I
zwq4bfAOPTXUD3owNIK&L)$JEqSC~aUEhRlS`ty@~`6w<BxgS!)LFM`D_xz{fyWcvj
zH$)M?M4NipW5+2;`+mEA`}%Dgo-!BL;pJj#Dm*oPLF(Oupaobe6&@=ULX)~bx~b{!
z{Q&F$PmVt3=Me~#**~_Is&h?HUUb30h*KH5`T-iWtQ4#;cQ?&`C_lSDQx<Jj>L~w(
zYEMcG3+TzaVbWC4q6^f~`{*e~xwQs{)9*w{)e*VHbfYdbDQQ0dX4h_CmfIs=mCa0u
z_TThZH+rLX;&9uO<lT^US7071og)Xad>BTr>ee#Q#OfhiPgrNlVE2SERPTyQ#m6MM
zOL~s{iHwnh`wgdwrUf>KguaU&aadu?R60{H(PTdS#quN=F`s&KHLNH)wibu%gHq{!
zY}`S~AP*KpRv@Gr&wqg#&;b0F<CIm=7&Z^WM=e)stt`{boU%^1OGX)GkW6<C!u|5A
z7&{tUuuWGAeRt6d%C@s3XQ9p%WA?Y?>v6U4bknCSC3X>!wWD}j2egAW0=uXvZ0sU$
z>-A0)V&#!!4)Txz-e7pKLE#YbafUPKj<>*hDwM#r`0#TOZ&1vbrBv2eXWZ;gLwe~t
z(U)Trbp|Q=BPMq<<IJnhf_Y61lbUn+$d0zN-nL4@mTKVPz?gWfYyS*d3&G^e4s2a8
zmYdAjV?CJ}j&#SzhPE!poz81<jD>VLnG|w&LxGZe@i>GWuAhWRRSMuoc^KVq(unbd
z$NHj&*~IdiWybQD1cJkz`Aa}XW=9fLYG7N!Hx2a*(QDzF(RQaV+0FDYC7e-7;Fzt1
zFQ-vd+FtV%ysWA_OyIr|?3m^2iFOYHqBKUWN4d>Y6Y7h!bnAIXpqE|y^@#j}pU5Pn
zyt0B7!Ku}ahPMH}sq!dY(!vUJuwU{-ZZ*in<S1fcy1edEb>yo}voawOJ|E^VU%#~i
zw=QQQaBNE*$SSfuL6&;XR3_%I$G8$-$xmsZCAND=%<`rTOGFSCY4wNhV!Mj?GVxtm
zN{3;Jw_X2@0b#iTl=XfNmWR&ng3mkL4t7(QwPyZYCAb@$TNLZ5TQi)qmC#p<jN}Hn
z3yRe|b*i&@Fz0#qxfT}ar-l8f4$tz3-wx_y&l-3;;R=^)WR;7?3x@BP$r1!Dz1bsK
z%@|X2qjbJPuP{r;Olz(66t{634&@-UUmtN&gk>bGoGxD+SUQ!rN_pJTMa^B=mWr83
zK&!qrY2N2o6GS9&++h#iczD-4cg;zjhxmjIDOPyBQ1DO1;~z!Vk&<2MrZ@v3Du68{
z3ia_<E###_NrEwrsGxDd+`X~`PRdk)l-CeG^At&`WTU2&!;NXQ7ZZ8X$HPSZRrW>B
z;=`9H=2i>R6UGY2+;8I`?j-Ey^XyI8S+w)b2fAvK{iLpq8J6XVH|W1yjeqiQ;1jLD
zjEnXIrH$jW3d(Gn@W^FooO3d1t*qvDbhTaZpYB7aU!w3|Q}O5mT~i%)@WuZ!+B}_b
zqJp7)0;O??DvLY@)MmH<70Xo1lMEl-i*G(R9(&Exjt*G814NZve!2wVft>t_dh8TA
z2q-Gi)p#cY7RY4*?MvDf!wPoaJwwFFG}4^*R_^r06o98Fn4I>1YP~)3ALhd8cZL@?
z<RcZPv~NH6ygIO%r_fUlDV-7bRhBwN;xkif!<^<75zDy2oKEevCvcKwB!3iQmbT$_
z{oi=fI$}U6laOa9NvR)o_L1nz$m(&k!PrZcNSnk#*!jumzq`$!;=DmrqW1A<g>1fa
zvb6cHxp@L03{~~|9`{kLBD21=$2scicOH?Lmb|MgE>@-1ZyCMKhIkrC^YYYA144B&
zot?H&nL@HDa$dQDOObpAHV5l?0HpBG{QRZ3QF@JqFkG~9*iV^tWF@<_fE2y-V7p|w
zKO==7?cYqQLe&vGVZnYcEY>}23pYjA&alS9?IkS;5pi#xwAjF8+iq!_r@hE@S}i#n
z3rEWrV!I>GBo$0c{gupaC>l|6p{MI;h-rTa9s}O|;l@lxVbluDy{gqWjub_PE6Geb
zyd?FzUenRFI%II7%O|l^MFkWbZbsZ=Gfp`Pocwm|-+X;*m`E2kmZfzv13laJZ|9~4
z)5mICIdY!{!N}67izj1+#Sx+#Rb#Z)w}0oTJ7F=|{+7|c6HgoQs4IL*D8RW5Egw?!
zVyAaZCw8?~IMYjD5&l6@S+yL_k@U4$Tf$t-7WzyJ1c>o&M-wQ({#}xX8uI&d9~J7K
zTetB(vo6Gdd}y6x;!nsC<C)@j7H&$6td5DJGb+z7vl$^kS()8WGrcR;Dor#mizdhp
zm%$%08SOc;28S6>Tpkuf+Z;~Mn>G_pi(?%+g=Tp9B0C@kCo|#hTTDh5Vfn>+JhS<E
z482&vxAJxoOuEW`KBQ!MSUO7qZFfrUA~natg+_oi^X7#5=HD+_Z%cn>-967)Ii}Aq
zdno4v*L-H?xms6o;Fks~9xQg|e?0CA(BP13KB`eDxnXaFbKGz4nXDV^<>Oyo-Cx=5
zJ&{@8K&_OS0xadLM85jcNG`{SGPP#NZk(EaAk9DgLdaiThIh1S@{6Fkf02!^p~$iv
zGi%adE4^e*-t#aKqlq&x){Ct~KG0DQW4CbgtoN))$-TP#+)1je*6|jR-gnPS+v^RE
z-q!&wdWcy2*~@5&ez9?oFG%UWYn-(>r!~Rqny#k{UQA?$``xBHJAS-Cvy<3DW8vAv
z`FnG^K#R2;&Rwd^u?z)ZNe7+xPS>jC$#I<Jtl7SplH8;}-hJi#<C;51uHQh;C+{QO
zE!;6_lx~EZJAdPJV}yFP|1-zcBM3=7LkUL9%j_a@-LP*vhSYSp*U%FMG3L4G@^5@r
zX)DZNlJ1WH9F~>NyGk{k81!IJ9A{?J)ITl?7D8sQC(_PK4TX4w&#<IW;NlRDFvus%
zfj*hrDa-JrdtwM3jRj64!uiIGH@tL7O)Q&5oDY}QkA1a_qt4Nf?F5Pb)8XLwsG2#-
z1$;TeCo1bt*KWD$#7X5O0{439|9%pq8-iyh?lFoHh}NQN>>`(UVnw2rH^-M57+dTr
zk$jOL@igYOwb}h-mGOYX!Y-EW#7K5rkO3ck(pvQ|w(2S5i*6%8b$l|6oWV;@1n7C+
z{yiSwSPAw$K;Pt!ZUZQxzeNNiE@4U~Mv6vHQ$L0SrPnO!*UoKAV3`O8`5p}-TS3)#
zc@~uGycF<(4tOd9CNsFjy9-wzwm(14*n}za&~sEi(?kngXHV-X5=LZ`{fG&l(Pg*C
zTI}+I9n;z3(d>%*c<Eh-2xs+`y@ESDX=K4AYEjHfAtYdCDiL0&vAg8%#+UbU%VUVN
zUge+UqpdnEUZtPalDC?))#%%&y|d{VD_<dSnw(UBY*PqJBChuln=uRG0-w@+CyLqT
zzhmU}aLPl-sJ}c#w=;Yv1c;*J^c0!j5|u&`^4X7o;GcBwFxIwcE6UPwrKB8vkZv(Q
zlqTiXE6tUq8U4ITdH#rb{?J15xvMfR7fONk)13>wma79-S_HgPL+3-lORc3e%Ad^Z
zp-sYFFVVqEp!1_u1YMSTsDvS51GRk8?fhN&xc|uLxr0=6M+j$Hcw0`!r`_6+DGcw6
zKW3bT1x=ysTR^AP_+>*oiRvFmq3hd#`J%HphX?D+&!=1;6l6gPbvqwR>WC^aue)%f
z?TWygCDvf49jntY(c$6VJ{EG@emdlus}}<6cLja?zh9|5jJ~02ZoZKn`%?O)3G+mN
zhI|<6`}Qc8!ZS}5RYR{QVRwr`H_oqXDf2uK1Q!0SKReh9qwc*kzTyhc>vZ-<q4g!S
zO-owqg`V}O{I(yT#+~-$u{tNPzj32iwfG<;Qy#4Hm*AbK72j#O;kAh3a<t{4;I_GK
z?{Z`Yxef=Wq}cTwuV)Lnrg?rleCEQXXi3TdHodtZwajjTt#cGQm)~!enAb0uk}k_c
z>=$D{3%2Slj58UD!C^<h#?yg5a~Mf;Csx15p}SQKxw&12rvo{oTOtDICpeeIWW3!N
z9-l@nxLH}WzY*uCpxsH$*M8(%rz<qN7L)#Ri}mfw{6$WkueK<OxAXi?3hh`uZC<6E
z$&_{!ePg|~!i4Cls2I?VbMgk&TC77@94SdH#TR2`I#EHc5;Kp3YJ_593XLUdtjum@
zDbSi7Gh7UEn?v(kVWOTNu_(}b$Z#9-Q8n7e+0YxLvgF?bVcnCdH*l%$h|9{&o_e2)
z3_B8N^aba1tw;(iX4hAz1!rVkg4Lme5pWgE+kScYC{?9*wgKzceVQK>P~qZ!v>I)0
zM?EESGk|}c_Ze3o0(NuZtiPtoUQ#N51yH>U^CYRZ{;ZM?`Xu$&P2cv~4k$Cpof=YK
z=9|w6PiK^c#q4tyqPZRCI0}Oo*TS(VOAJ_vnZv!UZ#-e4xbFm<M<m19YT|i~72wPC
z6vCDwl((?|6YDa%*;uL2*qNRDbP{1d4>Y*w+X3_S+CED@Q*8aKLVKHx)cb$u*#^C5
zyAZ>hA1~XOX`2Zkudim$L0RGN#9S+(YZ56LDOBr|<;+Z`D1VUazv1Bw|C1&ApN)<9
zPb<6Cu%5zFK}i2qfC3Nt?@E;aOG=G#ag&5AvC!??SeS@F;>Ja?CPN|lBiUA~`3>!m
z=u^zCrY62lwtukOKyN{Zva+$^Z9eYMtS-nr46!%#qgm%yQ46crAvy&!WHz$PbSMnl
zX8*u13{gu(8AR*(IjO-rI3#A%Vik|tQYRvlQbqbbB~YhHWj7nL-ZgoOUb9gyeID5*
zLGJ}9d)Cxyw=iZsJ7&e?Un@${vjM|QG6M%B%fp-mPP)WE7#}5SGqkJq?^tM~DD%3_
zPS6=C1zY}iWqi+exG|K|ePVwCBdbCBtMitg;^8fR+<RzjVJ(gY6$?>W@Uu7UxY(gu
z=V78@S3>Z9etHwK2R=`RJxaZw8B8nx3+}Mwo|GH-rQs*@#~#-RGpjpP&NTO@PreoG
z!yk;|k4Nu_$lN&oNsc53e`g!FeT;hIuMF#ewlye^vYYhoj*fi~rtLE-DT1(?^zt~b
z2hPryhY$E^zCtIo+bWg{hm%}Ycu7R7P2UsN4MP^S%Vj`7^A4qScRi_7PT#+e7WG*L
ztHAY?U^$|N2u#PP@A!q9tdo>I^Wqtgh>>{y`28|>f8OwZ!*uSfBB>UY>`Smz%3Rl#
zobP*PS2uB1U1B+ax9mhln`_k{oIm90Y<nKDqO5czst}1*Qhhj~wE?ND?7Urty%bmp
zIH(vKRWh6gkpEO;1?4<WD|=tf0<5(=2(7xNzVOJ8d$rY=ZUZW?vExrqEo{ya_Qws!
zMwG4BQv+kx^sRVY;NPhQStNE_z~Clwn!r0(P#8GK;Za{dNHG5b;n*B|rwEgB#eeed
zy%q@$k{$`Y&qG-yjoPPctb~5XRI7jbnXr-wRxjtY;Pq6<g~73tbNTi4l(6q<8}{TS
z@MXCapG!5Ow|udygZ$#5NGkYtkf35M6}dbW?F2snfi0~S2h!~31nM+}<pFIZ$k8+0
zNhz;ai$3jZ)%qq>qIt2QRxAaK37Ds4x~J<Ic*z&1@%w^q$5-nxy?VtA=fao^<;ah$
z;@bQK=GxWD2%cSSA%C0x+VRhXUAj>i&iKoxCI%xXTVj}+8NNWw@L>pTAt!A0uOLU&
zp&aD@O~NhOcVso@X)C`kpc%qg1Dh-kxqcOWKcZgxO+V`!{$E%kezJtt!bt7#x$~lH
z%y9r%Sl@B=zo<6WI0tDd>u;4S|0jAkGSaP?3>>42*{GRzb8oFg(x5)a3%{%tgE^Wt
z$pA;h-r3-R?3|w^P5s8ns6SQn?Q1GoPo&R~Z<otNoAGitTCdF47d?@9wd)m<Qc>t6
z_-}p;?7u9V|DrNC`tcoL@@AQL^hsG#*>7xD301oA5G1I|!9q-^JHtxM<_=_fO+IHI
zVjqhZznbYhz{Z2h8ns()%0M%Mc<zhA$wk}cD&3cVrX6|d-255AT6SzxDl#xY9QVyJ
z1Y#xO4~^LLX>exKV97%z(M*)G?v9|lb(YZSesZUFx2zs4X8z(k+wjDDu9zbFQbzlA
zVDeOal}U|xEUc&CkR|LK6UuM**?@c;_PD=gL+Z3ptO}wsTpNZuDNK#taJ=62>WU?L
zx}XAj*}i)=UZ;LsXx@QBwHmJEyJzE7oqf7D@#Wo{!1q6Zy5#aemEieRt%}ie+1tfL
zW=r5tHy}=`c|yIstE-?Fop|qNw9kLqNM*0eTh&2}#gb=@k+-%_;5aR?zI`3A4{6Nj
zvg3C#Vk2^iDn$<{dM918_w4wl^&OybFyRD%C**2OmYL9#+wt~bvJ{e5LE<M>Yb)>X
zdwhJjN}(e_Aa5>sB7FDw<6k-h99y4u17hA=pXC`vsWxbC0dZftn+r5V;jM<@=KXMU
z7|WI=*~F&lCv`1#LZ>A1Y9q&|Sn&QwQICb|@VvyAFXSN+tdG~~k<s(4F14!jK_tYr
zSJ5^zkH8n)41X>(X|XE`201U-VEwBVgD~WHNDtXvHIp-`56kfy;HR?&VGIlm`J;mZ
zHF{uwu+%bq-t&v_AC}hvI_7gR@tXAOUX8{!4QULqHs5_0g|GyT@`)|~>!8IfZT3$`
z8d9NQMY9mLcaCc%=hyJaWtkfnk(Gkh@q^Hy=fac-)JFPxAzu-L3xCZ#)Mz>><CM#l
zljG_wGiBt!={;8<QpQ1lLhZ#9OkZ&L2C8M3o>fP6t6g<Y<Rb^ydYHSbx7(4g%25H$
zJwK~?3di>?p3nZjj>Sk75;crGBYo{z_ac$qxT_<sP>{s_M1ECoUMSf;Cd<;^=UcAM
zz6zCv$vtWXUPqSby|amiEz`C35;e(#q!-DT>dhp8@GUs0wfVA~dKp!99Y$aP*+#og
zMH`B=%hf}|dalmfS**|BM(->!WfTZQ3j97lq)|7U=~t{SOR7(Tx}KlM%Fwoarm$Gl
z;EEPOPI#Lit1V_g^NQT-l5d?H)}<&T$JaV*tksg_sHqDoHL>cuiLMvH`}vEx95mkL
z>a2kGFhC~}x+puZYJV=Gjhmxd=fLn2bA+Zw0wrxy$>=*~=#j2B8G!{4A#CGpK=W(G
z$8Rcyw|HmP7(>fxz<ty)Ccl43xR_YgT9)<eXlrMuhV0-ttZO6(xzJ6YRx-72PNw?I
ze@>Mp=o7$OspYY70fq-@pJld*kuY`_V$NvbC)0WGw+5}e()F43Nk}Aa9~Jkzu{Bl~
z{Dq3_<Ut(13~`OI-n5`|h8zWa-T*f9#50>oGdqh?U-TqsoVqiQPJXc*;|h$?#q6o4
z=fG9we+T*UIP2MM`<9pzM~UpL7VN0Dq8+ySbdrPFCUSm6yLzW%g#r5`?GNyF(7I>#
zi}k(Dw_ma!+R{=9&w*w6U)}F-O+g@Ga8WK*lg{>`FB?O8STMTCqVkUZSpDH$orNlX
z47I3}%NpoS1S+=PgnF(*RcrV|zpp06eS(!#UPtg`;EIlb;aKQWwQb$AT^q_gDx1-M
zD7?LXS9}{FCgwbPr5a?@h+(il((!Y0Zc>-J-#h3wo#%s8H4rP{H|KpP<#-3^`lvy$
z`6ZcC0gmj2G;VF>u?SPMOi$)$sLtZp*G9bK=Kqa0c5mRY$P(NWhi`Wd>$w*C+mCt~
zR5bV4sfX@X)7AGyEnR$;tD=rtjIrZjI19*oKF>B*6w9nj>N4Bsk5c8R#GIuW=lV6f
z#6HN!On4oF<A3te-KOOkbNmw7_zZNa{$e3jxfHEXn+cv$2z@8uZm9;ZowBphR?I!S
zTv0*IZf+ipc~@Mphwo;iUO#(pBiM9orIx*SuP$5klE=9Fnp&J~E;^><yJUszFeMo)
z*w#G8e-Zp%v{w=8RC|`o@K8|tyCZ7H(T|f9xgQ%)tFv-6<F5<jnxIA8AVry%2`Xb~
zZw>o9ZWr!QTzUIjGt+o|SXJ)9fDcei0a9Z_wVMib{d!G5bv>ie#hwHB^fNM{lA)3F
znQ1Us>i>WeeP+J5pu)=~(mAmNW!;69EQi1BNG5I{Bx4E1%YMa2^Jvw3i3%e!@b8Lz
z<WaIZ^6tkyX@KPwnmyuWsJXDIIh)+h>+9DY;tH7sZOF#&zUjUfH_SNyU85pw)<cIM
zGH`*uE=75-P)n+k9fanXkL}CtNV1t&O)^DWqC5tn{~S(sA`Q!~pm_PtU1Qzq-G%gz
zZ7j*O`VZS^*|(sSco~Z&D>AHbK#gB;EvuiUL?|ZlmHm|@NQa~@r!q)ka8d?1_$j3n
z%)sd&%Qwfzf6rEM&D5h?T;-x+wgV5NH_x)}4Ork2(e~4#$&iQ(QyXW(u9>iCsY5*<
zN!+K^yTPaZ=z?9zOWZu2{<0Le<ef%l88u~iN^<fuKXS>vHHpTujM%qr=+zl9_3aM|
zy$%a9n)!4fAdAqZf!=c%W;B`us!sI8=3cPPR_J?tPI@Gz9oO7T0FU7;a7M0R_V&kJ
zkgq%0nXgZg(ds(hTuGNb#96EZQ82aLH5|Bbp_MtJlSXCKplI+>-+3u^>Xz#$xTmG<
zz3>CJWrr8FE!usC(qubr?reVQ7WZfMXKWcC9IAD0LaA47bSb^`u*dsBat9#@ldw(M
zb$`-QaEnJA-)z?O*L~Jf^!xIzB@6sVGi|#M<qAb>9Na7<(uXT_<KNz4$~n;t)BZA#
zNWLU`oqTj~(e%BQKQxOQO7AHXSIVw5#r^D>-ES<fE&(8|L)byy7nV2Z+77$1?$wFt
z{*(1z!Yf|v`VmNqLBk~m>V|qC_OS@%s|Wbj<Ih{Uox(LcY!2-s5+^~0O%x<TnK>2j
zUTT$AEB5%Yr8;0s(U@CrkYBFfN{XGk@kXzE&8Kk0e!7U%$l;i^(HiU30Vm#$rDw-e
z;|#yRHMo>Uyc2v|+n{|KkUKq`PytlU{*T9g*IseJ14{IyS7#PMvOX|aTouH<JJP*P
zjnP4ac-=1p{L%o<sr}Z-ktrkDeF_xQcg}%&P{CN7=ab6pIbo1oRe28p)-!$$Bla+>
z)5RHS-Df)P7OZw?G<1$)VeFY7ubPht+eXK0xG)mqO47-2e%UX@{-Omm6I@CQ>1FnG
zSwz@p)PKp(sM+dOKH>9(4#sqm>^e-%MNI9W!9~WVQ+ov&WSx^>8>k>v5UI%ScZ5u9
z)Y?k!jqlI8==!MYzZP^JV7dc>x75|Zax*Vfs%y`;fOg0bRmH31%1$<&xJnlBhu*#x
zgG>a~9GivW^}ErG*_O^WY1~CZd*Q9}(5^1QEaPs*z|BaVw%V&<`eKr%Py764rdB}6
zH#e2{N3rvxRg+1ClWE~lH8uy64~wVf7c72(R^*)3EAK8>IJmPNA5>K#KFVMc(`44^
z05XRbl<5D(-dlymwQcRX2_Bpf+#$F_a7}Qx;O_2TSa63xump$TE`_^0A-KC!c;T{(
z%(>>j{<HSp&)FCIT%EgmYE%t+^)cw9x7NPzZDMn^7u$?CYYOm{ZjHRQ!&cjIcqT!2
z(60S)Xp1A625&#=Qlfev?0Fqn-MGw~tHAj3)vb^AUoFh~fbP7{2FG$AC_CLE8nl)e
z!XrigkqwsJpA!}eJ-MMB*8}lQrC;A?KYX=q)us0QsK#c^FxRX=q{Rquc>e%eHi`J!
z*0}!7Vnvygk@ckM3#g)CBUhq+4H(L~-c5wlb9LYK!R*zKhhWW$z{On}j&$AKi^yp+
zK9$cJ@cbz&ismQki-A>S80E|NQ0Tw+^ajZfDj&Wu7mpLUCm09rBV4(yRj5MrpUbFx
z%{B|I`l)>5v5~#pjpx%m8utTg-j`9i$Y`9`VM?w7PVHkocjj)J%a9NWC<N*lb2iGn
z!Dj_DEyOc@j~pHH6ftM);`D0#kT&D<`!!Ji$}zcYb*T1@y<ii;q2N0%tcAtmy0rU+
zte^OrnPvvdnQlhCtpsN~=dIif@YAQUJq;!42NUy%u8#o$82i8R?Ge?+->c11`)HSx
z-2($5F1!<!^vG^$eGcfiJ24W!f5w#d`5x%208^Cm!Cq=Tp@!aRhxSfPsA|^KwTeCC
zPFe-8^!K!GES#atDUCX1Z@<b?{%*g)NOiZgZ!jbnE3F>6?fEIul`w$1PiI`FPVsv3
zi(rhB*C)9Y&f>><I$nL?NHKl-oeiR)d)UeEo#uG+MXktI%j)PQ9LJjYul(vU$`gpI
zJL^$Ps!B?@k4R;yvSU0)u8jk(_0{|6<dU@XA9CeA*Yim%V>A<r*GPiTkdUS0`5>3b
zxm^fpdt6I2V)NABA*j(s+ah*sr2=pM;Dj?jJ6sY!cZ5zB=`HKRsN2sI!IHFYK(tI(
zi*^7XNHb`OoUt$pSt8&95LCQP=IS<I>)Bqn!_ORRJjhT^F}BPBQEIYEr`kvJvqu!y
zu12Tbd;6sa8ap*+ziF`4)ED)t9zmV$bJpk6yr5UKYz}l-K$%OdaBY3l->^E+$CL<3
ziYvE_XvDHhEaIBhJGYB7<Ht5bmezS^TO=!j7&?(M=SLO>sk+BT*z}nLno!G{M_k=6
zqw;<Nz(FPGCBZn7aGnYj*Ms^!iX>+GI>NS*V%@o3SMLk8e(t)n^%Un-jrVi%2~Gpl
zky?q5mvEo+d3;V9xR(GDr8CTWPW4aI+^2?!ZpTO+kUR>F!gX#FA<yk};RRQY{!ffN
zi5f*AepC!6@7V_<!bQL<zWTyUHJ)fUV}18V#u>QH4QfGtT|Cn+@$w4ZHm5RU+_tn_
zjk5?FbtioG8A}3!%3UlRpctlOC}C@E8+NcKB~AU_uNnm!*~9|J22Rv&itV{3$^n5N
z{=gC~kDG~fCC3JzLDI|ki=n$PFwTAP+MH%e$fa1;+;MS^j`#B!2BF}Ap+JKjOww31
zwpRgho+pl?&6Svg2`*rNY}3Jw8Cl^M?WWYOS!P$g{f;%7xMvq<vFzqV#8S+|`g&dQ
zy*>d*!l~$6o>%=wZX!w``k-J$z|wUa7)64=a(}Bj{3S_~pk(yH$Y)xlr)VtEZ1Y0M
zjFzGo5`OTV53j@8_SZb}!B}6tZmH*QpHSEdZ%_4~KhyGDh(&XJ_)!DOo$=7wwau0M
zfX|w{f0yl|qT+iNpEfRYuA@9f+Ah)WZa(YDBfC0@3H0q-0Nh8o&P1LMAgMqJ&Q3_=
zB+Fvo56uMZyTrU(Tu)wZQz|;T3#-<n8q(q!wRV*)PoAsLbr(FfY3Hro;3pw1S7089
zQxsihqVM`o{ixFjIN)OL`u2_EQ)T*YdWDqW(5<*G7g9B+Z!A!sdpS-1ZT|w%L4{oW
z=G@!E<3B=K>kEB$d%Mqg*IItZH6$d`0`E*M#;u#-=;zZc`tvRt2Z$*o6LXf_Id7WT
zA^CY}<K!%F`6uP#o%#q{E!w(4><cd!!BdZRI;7uoNz}C;erO@pPEsi$T|VV(So<v7
zsB0_v5L#~dFit!B$`8kV1AVy+9^+X~VldU~XrdM)ZD%G4#@Z-!If$h0-vnXoT~2=2
zgAcrLS}Jc(N!V65-u+wOxRHZ{Nf6#3iBX!Dw~=|Go+W;pa-@$Fz9){BuRUeQa9(re
zdW}hK<Op<&2*>v>NU7cJPe970SO$j!Ivd*!0|(>kEw=Sa`Di4jShLhgs*e9na+*WV
zBkqX1aaVgL@f@hBaUn+KRMN{i2%gXv?d)v5u~ILa0}SH$8ybeWEKveiW-V`488@I9
zu-^}JF>xYO4a3?z?;-py-lCLBC_2I+BKW<oi@kL2q22rBX9qzcq=cujL7bY4g7L1(
z#3IKgAifGcQ4@j6G>InbUreq}^B=g!woHUX(++g9<dMkvcTcFH-YP|*v`Hj{KXjYn
zH7lP^_;H~w<Xv*PMHoLoNpFXO`a>HmB9Q7q2q%}k%v<HMos0Cbq`FrXW$uE^gI}c3
zHn|yd4ORtht*&m4k9hTUV@B;ydRLqizixh`KV%$p#M39~;hd$u{?JI@Gdg$RV)9Ov
zKC`N#W=`KVN3a%%`oVz-XBDD%vKidIpAN4EJ2JE*jlpLesfVhi?UwX{r5Lzm(%@aH
zkHZfoWh-IL>p*=?B-Yc1VT8`D3ihCfb+mK@mhJPSZAK<ZC-1A`oSL~tfO&V8?n0tJ
znjWUVoj6Z1gHx1OfolcM>}QGbA56dQoHKpyZTt*|ZV5NNqw6uaETp$UX$mF@Ty+14
ze;KL|E<Tq&kc(*IfSrvxA&Og&Os_-*FT{|3?$OTM{3Xh!5$#YZC2nyiOV{XM^3h5l
zEc%P0REewaKiuU1FAV4Z|3@I+{Qrp&|6lX+MPVasn91rQ8YcKMs4*WgNvkGlL!iZT
znc(~PFiNi84*f9*xZ&yP!%uqqm+LSw4y(P?Dtx)-z+q8=^Q{eM!)yrWMa_HZ3{itF
zvXi#yf4Qkg;B(hg)RREtq&xZROYqRw$K?w4J)z-#k%*2q7qIWbG*#LWQWCgckO6zU
z0X|F3&8dAG{@>SW1R5|&N-H5c{K>d?YC-AaM`A-fjIrpgCWzQk@r)PBf6~7`O5F~d
z(>{jr_2%HjfrX?9U`fd|gL2^;scRGo<pd1g@BQTG-kA|3U48V!L-Vy5)`IFabf2Pe
zePy8fQ1;%ad?n^()KvQ8uFhN1Xh3YS{NO9V{`QFyPvg;p$_eQ5!ZffFfW+s{;m{_|
zUIK{K^u6ssZgoZaClrwpliTvZX&t1RG!r2Yn2rx0P@T;pvs&eUYKrDmU^ueJvsnL#
z*EM+~e!eM{vLpcq0w3)5?rxYx_0>w|N%)BTyL-1*yY{3;j>8GGMDRfa2INHb0Y7{*
z;r$<`!dHC{lgt9(tvK@2>%tl>MSb;xJP$N`J@-%tS)E_-hQ7hvr}D&O+WzsC20EPY
zaXSS~C2!lLhv7fxW%Oo%=eY?M;VA%z>zGzwJg@Cqo`2IG-R>YCeA_^WxS;)(J&#tc
zU+<vww`BW&$wT0KeiC@9qSM|Q?wQC!ki|Fre7rZrrm((;;d<KuKrbi2L)M3^mwqB!
z&l+1etLB+?NnstUtrs(Z9#mve(4g^LLmlGA;>#5s5V3JQ88Zu^5NCcGZU5q;jg~wb
zEUk{I+fMVonAYxl>2B4TiZ($5ERW{`RINaH-4^tY3ZCSA#R#3Wdcme}_*EB?&nt2`
z0u0>ZR=a3jO^wGrRPW0>SZ+HG$mzodFp-y<Sr=Kp2G8#jmCaA%eEr7!WNWA)d2vhr
z&hkR}ID*K-c2L~A@{?QR>xV>n&_>3ZY|(jz2*=P6P}5xB+(^I8hMwy`{dp{fo-gMw
zoP<=Y>TJ4&p<4T7yW$~o%}J9eH1$<`JB<PS8r9T8n#8%=enyXr(bhTNQwGE#QS=jg
zQPCHt8u}rS0pDLs{^j}|ctD0p4;g0s$}2y=0;xr75FYmLV*Vb)AkhZ6=hp~tX3Ul=
ziJ7`qup~|gjmg9GtKXdX#zD`Uosba34&ScPzN~x&hHERja;OqP4_wr8`y0O<q{Tvx
zfNy7zMD7M;GlmD$_<pB^P?1|kv6ZkeO7`rjUF%m!Oz-2{e!x>oH1YFxr|LEAlu>cG
ze_Xdoe8Fy5QN(Pn$WcDoQJMAM=NR;3d!I{fI%<gjfj5wstM_Sf8J%Y`bz96oFlp~@
zgEU%U%_5h8uyYR`7(a*6c)oRi6coV771=`KA^eHu+QxfxDDyRyBxFx=u{v?->TFBQ
z-%3OtQQ8-@Qo#UWVGKL)i8tHon!2Y#pFq$NKGJ^(NS<FHc~oWYw|9fODlsEI$M6cW
zvsxp$@H9j#>m+lP1SsBMtyz3OS7cZ9>Fv3PE4?ED^*7e7%r0!q#c^lgk3X9mXWzU-
zQtAtIKd#HgvHX`kqZw@>53~OwG1R(@vQg6f*9*~Qips{38i#7cm+?*b)8BZC-|>Ie
z9_n6fcP9iC;SK0+v0qF(CF7ecFBRCAiY?=@kak?k#eyP@?l`6Ps)raQs^1d@r=8QP
zT<FVP(nPGi<X1OR*;UjI&@KC|-@0bOJJVA4?c<BDL5ZvTZ$t`n$3HLr>k)R6Z=z1p
z+6h89`m=hn_x#tP|0hl*H1H^&JB^Y<Y89G`N^C8{KRfIazPgU2OJ#q-Ygz6;>=0|2
z2oRp36(-#A@;m73n0L{)^x~v&IF+7Kbf^|ZD;B36xcuI_FrR#CVaTj61o_=0y(X4L
z!JY8!QJ=D|-r`t0dT%N@<|-9Xx~SLjZjRg^DtxoUkAyc1f#$LF05$3`PTWWP8ezxx
z%8&e6S!dt!P5#YQS&$JEgV?Hm_{$W04&N*2DQ6SaBd=5-@%p8gni<M0DAn6F%SUA~
z+lz02ZzXI{nDk5Oe2n(+=9HTHtCKv;p&%S`1_#XWoyCbeCEn+<lwkND>G`C$PTw0*
z&1xR3yPP%@V5X$8>8(KEd_9@><Okf4Cs|9tYj;YCqL26A8Tc>!b}O4s$%|{<7p-r~
zCaX@L_8YF~7_$S@X&L(IGYi%uRmc&p_Wi47FFW6XTFceZN(365*l8UBf-?e@So8_|
zxK0V<7(fGkY{9DORD~L)VoFR5*LM)p%1V}>ebgc4Q>#YI=<2)mh93u}f2seM=*$AW
zHh+*=S<TXSxp^rb^X3`s3NjM>xd}Sb2aw)VrzH4p0Kebfv|DkE((5wxqTy9bEy6oi
ziE~6lZX~T>v;sGkmA0q9E9hHx^AW9v6s*>wxDVU5Mm~&A*C+iyuBFKc^ayY#ah&bs
zg>_P1^WJK0G4dz+gHJNWK8DAO<OxWs1GtIIjo^(vzA}%@TWa`JQrq3dwjo@WN$gia
z->l9u2{Q^5gsKQJh;NKSV-RJPB9EBjd_BJ<J9?a$A(;-_N~SV)`Ff=+sBslKiE#hS
zgxOi6q{(cpDOl$Rcm;n|qWLacJgVLLeP5)(2Ss~rx4&U0AP@y8)a%LlLp+5)yY}_^
zI(BBvrC3iiv_tO=jc6!b;kKR1pVC}O*-#z)+tlp`VKai^zUj)>8a}EtiXPbG-cH1p
zT23N>C_OjWc;iRKCVMVHj|ycOd-(gnzzji?1w1sa#UW*e3!qKV<E~^>3>(dfMoFZD
zfh}E~z4N3*Q(}J@=w^7{9j0l$8y&<P6aGl6VNV?4nVh=D9NSHDZ2+b#(*dCs5O*H5
z(2Nj~P{mNh>Dhm@9D7shwdi@vgmydxul1}JT+~h!cs9ft)|8nX9Zh0JN})2Evo~V=
zek$naeFz1u^pr@Wg$yMd=Tlf(9Q%?`8oq&Wmu)wzs|T*^LHL`Qf01YS_QvMaR<!`!
z)7$=P5ROfrr+L*O$@c;7e9F4-brp2gm3Q{NxPIdZ?}PTln&$MBuHcsveM*M&ZNVKM
zDB!;3_mj3Ib92#xJMxL~4!I1MlNV%CXY_E=>Rd;uRdM}f$TvRKf|>t9xy<G9+oC~e
zSGrv42^7wLyls!Q)o0-F!c+%At1#X)%gTmVQHX(=Vpl}i{$Uk=)i!fpF@~DOH+V1-
zhroC`B~dHZz^cX7t9P+1-FXBc)B?TbqXLaFD47KFHkvj`_>kLw;0HY*0XK;BQ$l)-
zTyo(_eOQgINHKaW(1>U5Aw-b3DmZf8X@|880gcjEuGp*0`Y?DH?FPtZlwnxtnN<;T
zzrx4gug2{)7{Ee`mS=-0KhPPV-p0utQiJ{>q6{IKdhL;I*k?mvc+#J0{$jZFMk1v*
zuzX6&TOzit4#TR^^<p&hYFc9A7^SUX3+G?Zj_)_!lvj#g;9AuWMWF0VcX;13<b-+8
zM%MJ*du1%FM;{gQW3xQ1eI7D&m*}s!puyZ)22NXU@tn|p;be8XA?<|Cl=mai^`z~h
zQ?ES<W5PeCC5?{>A*#!xfAmVP%k%-Wgc~2u6oisZw0SQEHfwd5|HXRI__j!T7{Xni
zv%$I>)0XpO$$NpTl*Bkx5{tY5+{O8;;yKX<HP$1y{x@_+)-;QuUM#^&k>#zKEQaY)
zZ#xX^Elq!{RzCRGEqs=`4b%=l3*O+jT7D4Ly8uh~D6xQseYL~y72Im3^9l~Ps0u@U
z7XWmRVGjnKuVJE&f!p>a@K=L~C3Q5-oKv2SW#4vDMRdOE2)PRUT_=`z)p$F6>FnLE
zYSZi|iTk!du1`Qglux{i{J`v?i{hTYY?R9go%$=U<NN7Z*X!&>{EHpe<QAXDK<dl>
zuob{wAoIpn!Qz?UiHYGj*Y|;#lR%6(01Vvh`c}QzLU$q{3Wxfkb0fz{z#ZoK;*#u0
zBRMz$nf)#%_6uz#bq<A-qeJEl92)~ZCOk~n^~0N%`w_>qSj^$0vhJd2zSHq*s|k1c
zpT7aB37+_x=G*WAtg=#={x)$MPnp~2HC4NZgbBzefk7E?L1I&zd+wAQ0rnrqu+LWR
zpm5E5NQc%UvpVn}ZpP%jZ>2buW3*UKBOGwSyc$l<UlWmn7zsnIH+u4l7?7+pRs!X$
zdv|;5h*8)KO>|hg0Q#a=edM19R4p-y@}r^^?YPf>pI7D1!v-4<m9ZjRlt>)c*?K$&
ze>2kFx|++^+0yw{O-x@|klK$d+Co#C#<;rP-Ojtq{DrYO>_C8tpk5T6#ohz`60S->
z=-p;k(vl*qG~l}D)i*5adXnDG%{snFw>_MYDq}!S=nb=(nqO2VQRo|al>|S|m}cAc
z+UZO>lSg{AUEtIeE9sM!W(WXApWnKIi#8Pr-CImZ6#oI^r%>#pmu*~>`O9Kg!jlxC
z>NgtXTD#PaCF$db_LN@Kt*D90i{xaxm`kL>a-dji3NPq!n=m(SbSp80&cTGAE%50V
z`w=o~{?LUIWemNmh<7~$&MGlNV@j;w<F-T<$_6_JTok@pfZ!gv^ph*`xn7M*Y@BB|
zt9_w{y9|cg)1%jeaiZ<KQpyLNG-}bL>Jb%gfaoYH#?-R+_cv`xNOKQ;^4^pO#~I-7
zb1KK7WE3KX5s1QI_Z*#t#VxB6dmttE(o&r%wqg6D$8gW_N%hxRKBzZJANMeg`Iv!;
zn@c!~W+hzJ8R;Lvm2Ellm%^Xz*_G>)B3X1!3vKwz;NfH&Olj^S)*3G@5TBkxb0w?n
z>v>Jnz77M=PMg+R$|&nDT1vakdZ@%mHAoojj^xQ63zKwh9FIBs-3z=K54_bl$R)(d
zOOqQM8&kqJQD#C5y&zsy*YY%38<)F5q3eEr*PpOT7YUgHd0!+Q<Ko$;xgSnyXn;Tj
z628dM(4oY6J;&BWgBE|@U4yZxp-;ATQrmOaXa(Dm!XF+tRUjPB%8Y1j60FyiW_iXH
zj9HjC^Ugz98a7{kOIir$An==5->mzk3&%_<)aRANZaREV!RVBdO-A$Ei|kk-3kw5{
zh_vKYTV^gLdYv8THdj5-&zdz{od=JtzVe$bf}Uw)bn<m6=9=D?<jYf4+|`}!Gw#^{
zM9l>zQN1%=Uz|Qyr<dD-^{%Ox{0_pR%#3jpIf>m6*pIQD`-})ye79Ztu-Moyx$%W%
zTOU$y{mJb*L8qG@1C7$8T=+KhN^OSTT^%2ld$~}vK3!P4E)D79r3vMJfs$@)seAQw
zIfq<EGQVmh1O*DtZ^DKbeN}N(Q0VZUCLF|&ihbxGSXH1g_7!_f&bF0l;2|~b+#F*1
z&)_|r?NZl5+uaDoJP&N!SQ<2UDD*lQDdEMCj@(vle4+SdQqn732C^Bee=Y@b;JFZ;
zPUfX{Y^PyyER=cyX)0lrBcyG7T`2UltD#d9T_J3iC@E0~wg>E4)=p|;moRVUSAAyp
zF&<gH6jy%;F<N`FB7GY(rtD`O+U%95vE5(2Bi~TD3o+Jf%9u_DMBt}Qm^CLIl`zfL
ztWQz;WfjC(y#tz+4wmzZ(~U-lu-JI=pZ^O8BTlQbc=0OTE9!<meZl{Mz1&(anvJ8)
z*+@7=YLrC4He|SIq^neeBetp_KF=DNm27_<0&{Y8EM1t{E;Af;=ep3qbK<hB;e-b=
zS+kHkr9ITQnocSU6!xy1jOR#yrq=yTz9W>Ck$UXw#$fhLMTk-ECz3Pj+UDqcy;URp
zS1s9fVGNdn_wv2e)H-g%<oKeZAE-ya;%d?EC+d!wUwgg9V>cts$RMP!*-VSp2*O8L
z3V2H?$Vr-mmEP*Co@daz$ye#7O~rOjCx%`TN?Xh<t{~IZwJTxl(vnoQtVNef6$Dls
ze%KIm49`0rdzS-NEVnOS)Dsxlt<|h=+Q79ei>#!B2M83OFO`L+jggm>z#YfN_C0ug
zW8opgg|nt~vN`;!QoiKvUUrovCj%B<g7Ni%IT5UWQ_?;peAnpodHR-&1%me8gj^PL
zzDfl@dI-U>kRRzC=KD`R1)$L~i+%CLy@KA3bYB2`35Ze1a7e$*1>vv=76qursL+p?
z`W7}1TG$tZE#aMlYOZX!;G?4N-m4iVcdo(6g!snj1BZM`5YyZFiZirsyKqUN!%5`Q
z`$_rI26u`Toi?0M)32ZxEDP5orb8^#9y7%LaQ6tjO_WsHX%TzXm5?-;*`eST1!FKp
zn%77O%hNm5o^iNj+;e5%Dj8(miYgq|bRf@Qq`L+0t>kmukP7}fiE(7B8fi-p8}5@o
z+61X$!o+NRE#XZH;38Rw=D2bl_}G?IU>rmW$mg_Xmu~h?YQLlLYtD)s%5NfWgrp!I
z*_+RfA5%{kGTjVzdCpqf#G^8Zi%j400>>ma&Xua$AYzwc?bFUo!o>#0l0*CNVf>vh
zvon1=pm;|LXK*v^L$u5TskfX<f`_zIT-ySl5wn@ek8vYmH@D6i2X4p;q8W8wU?=yl
z?#b=c-p233eK;7O$Cxoqj<knDt`ex~kdV6w;%J9TtfNm$&26id2F((((xI}J3u(H)
zC!y#Yl7z*HbFID=z;CtSKlZgGHyeKp=gnMH&62$}?F<v7K$eae!f6^~pf?xlWqoTU
z`dcO0xMfLPhUv<8V#XYW_ZoL_K<$1l_22Rn7F_q#5RMDw+#v_kn+v-)A%5oIs7m;Z
z?6AyjmtU}9fLxz~F?G3$au-0kFhX-KS`P3w#!$G+qyT_v(6Pr;WtA(Y#9E!u!^A*f
z?rHW;)w13F?yl%rI$dk`vBxi<H;S$7xtUxLd2>^%YU0~Q<yszX!{d_!m#%9VFHXPX
zNj_7e<B|;8aSuFw8n5UFj=Czst3y;<24kM1<S>kf2k-%Go9vd4))vsUpe~jtJ!Cdx
zc)AUVyHfh9tPV1xWvxjhm3f2N8>NMTvBvY{7R)z}%z~Olt|3H!YmilldEWo{Ek(LZ
zqt>!fP9z&Up`hb$LP?6109Hq%7ixX|cR`DJB;(NE6e$!UIMP$i%iCNzDgI$$`MYk~
zl4y&B@4UYLr+S3b{Copi6T+OmKAU9g*Wt_-F&-(W$8np5Fra=IjxAkkNc^`@2#i3W
z$LgKI_C3#BRvwqxqItmFb0&XMwxH+|@zq&1B&Z-#vKO>@m{qX_Ybw`kG6w3*o^@)E
zLUta`0;(LIM;;DQ4NM|L6<P$LE6W~Nb;d(__AWVN7M=Nd?`Sh4*yi)vdcfV4?=`RH
ztEcHDJd=o)C}JqxiL!XlaN}O`K}v`86=jhX8h$=+oG!Z1i71N;hJ7RS*fbMj%Ys*w
zR>@|1nfb8n+xBo}ia=YO3Yd!w!xN6jXV>+-SGTSdl`eL*G$262j;?UkJWgkv;a(nJ
zZ1;RC3;)N0sO*eXAH>zR@2erC({6;i!t(OmMt8;AOv5@pA3FY4g-e@>l??Z70t`wn
z<cD2&lLuS}7j9a)XStV20ZzIO3u?3N^#%kL%SvcaEVuKtlJP>ppOY!5+wonW#4jU1
z<Xl={AB6Ukee%|~^kt2)75I{_y=6{FxY-_gvG29vJ=9(&t2<DH_hpaz4|l{F22Tt)
zG&gbnDeIe`1;r+Upy$f%))KZ8zdo4S!1V)$V;rk`E(;&@;p!3<6N|h;<-RM6h38ac
zID+93MJzWEj>DkSf49ep(~P`8Hin&HR{t?dzJ*#s+oB!6<w@87Z7F;VZa{rGTK_w3
zhGSWsy~L8#N!|h5xK6YEMp+x3#%9M~OhhAH1@xx3>h#9^d=>5bUuK4u@~bDpBA)`b
z$TZ#ux>X5PyQN!GL5T6B6xw<nhhjtnwtl}>zLXJvU~QzGT~hU`;%QdiPs;XHv#BT)
zId!)4KQT%7j2d8lOcd!+v+vnaO`x#WrxSb#RQbgeepk9vg_V%Yk0PfAmgg52T?5{N
zTIamvk4bEGdr&m`X5p*kU`&p;%F($#luQy#yWhH_9rQHKAGqI#**<-S`ReHu<)Dps
zTeM5AoqPPJ7DrBsBW4g0A*y48D+}2@K22c!R2@Xu@MfaHWvwCu+0BolAI9rBDKR?p
ztoY1B1mqj{a37ne4yw-@h;QhPtLQhI7n5iYEAy~b#muXm!DAtiqn561_<YZ8>dRak
zeauv92|hoGVJ(YpcJHwczQAtWZwZFGU2q-96OOC<W&@M9$kRXaxw1l1{Vyq)DIW1C
z;xGOA!CeN2OcVi^o7!mWMJ^y$cgzU_`;o{`CSMpUE4sg@OPoy+J66pohZWX*SVoi+
zU3qbA=)DJZ&@$+`zNMX4EsWPic>uFCSbLr@Jv^X8u0|v*rTKZ~@iXd%Ash&j_OtE6
zzP5{a@pnuKLh_SMQ<c4c1CuLzTT}lof$<pss}yGNKOw0se-_hZy{~`qgTxX2uer<r
zD);<@W?sV~p5L{!ZNmukdv#EXJvBRRNxRaWI=ei-M{TyAq>s|`>uI;jFBXkT$cu7k
z)yB(q!f75i?%_A`NV6m99b8)11jTyF#T{0|F;3mA7AK#=#mg8b6oMI#_42S26Bles
zKIi_<#h?@z{nMyKH`u>9x%!8$_F}3EnseeG)%8oFGiR)?V_8NuaoWnc%uw7k`@bD%
zO&w+~S9>b6Rn5{1&oR2SXQWH?)84T3g?y3xu876q`t2VXcVOeER9mdShM=T=Aw}po
zFJ{{om-RJ+<%Ji0=%c^@xM<=+H~msXZ7^6SrW&3)%j8l8hYKy1m8pv4?7BHy&i~gq
zg;4&%)99MMBzeRBcRcI=nAiVAUjJYE$l9O2H4EMp5T3SSc~L;#OzEG>&~^FgK()1l
ztq>@f>i!Qm<0^+T`=f`^x}<Crn*W5`y}4i@Gl^i-EHGKG<eH|GWC5wc0j6eh3<9wh
zqNGUD&j@0D%`x}9$;41H1xb<bnL{qAkP6VO#u#EW(57d?r+@Z<HA7AK=+$b>lQ=yv
zUHvPM@xPcckkoUIe1FHI`2kqHer+Li+H#VIu`1CnogJnMz^alIp4h%>p+5%n;|?C5
zVsHshy)MD?Fxp36a?VQ<hWt~c$N2Mk4g`gtJ#DN4Opf?t6r^9MDv)A|4)W5Vh(F6v
z15xn6%Fp*Nl|?0-weF(jrIGzdR(mbvw_Q+%zxY<orzs$a|EinJ1)0&268N<lJjXDU
zI3G<2*EvEyv#Z}evom?xDxUs@GUCO}flt3m7_9N`FVaTRf?yr|31XF}IVu2^D1=o2
z<v@GK=)vQLG=t812}9@~x(InitYl${*gtfU1fQobQa5tX#N6rMQAJioMez=l(pqsc
zwL{ltp+6ZkXhgP*JT|aPcx{Y7Iau+o(1W7&d%-~y3O{Exl{6FlRVC7sR|!tWa6_IJ
z=(qi6D5gEkwj^a0>#~V~y*xJu1GFvXN;Ne9!iz)_kfqO6;E1&q8xan02NXn<X;G;g
zrube%=(qBr8wuBEv%q~V0ADcNdK~PV27W<g!;f06RkS=IvwoSu%-avqo0a=R2$YSM
zW8f||^$+H#MmvkD9>;A}4K4L|C2}Cos-swl51D}@l3G^gIYPs$lPeG3^F%28!FWMN
z!2+CheyLYld=SeAFIEW7(who=aB1-@eU+*^o*^i3I`=hBG6F&QBH~d?(~+1~B6c&F
zu0YxnB6>@Uk?i>ON`ES%>0+fZqrqA9LzLi#bEBoljtAKlJ&6N=8{FXtLyg=moGbq`
zlC6}sH*QnnR4cBqUs_KhUA+jc)(%0o=eKB;O&*i_#$|Zmjfh_KBl{_9*!X)RH+`j5
zlye=5WZmGjQW1|n9uf!;-ehiLC7P140a;;*|6Ml#K0IrA+h4f`76{Z5my1UzCBE$?
z<*=wP^vpsNp6gg|crN<bpgBD2gU9-T6~p+GtI?v>bg0>*mr>W;nMWUXphZpq+*;XB
zQDkK7&NH!+0p|aXDcSnpV@lk7TUp(+5R60(Dwy=)je|6vdPE=k+8zLo&V{Yau=r<F
zYZED1Hi43utEPK+k+<DBtm30&P(S}Blvp_w*jN)8uv~QoO?*4G3ql@P!iyv$w@3y=
ztT}vPo0We})lzkYsKZxXk6%j<?(>AAt1YeM&0943C4Srcvo$XvIzE57DhOtMKX_B@
zSNZI3(fLc_FRAt?)O91y;Au4tYpox}+mC9^xPhB2eqjg;i2zbgoteNw3=ftnoSa&I
z#72E;+22<s2!KT1BYHuS=&d)&hMr%O#>1-={6tl8L{>`hy2M)XEkq3)X+DyiH43t(
z9Ol!BhOYq(vJft}&$o90mpv&;-%hQfHc5+s1Fl%#3e|<tf*?My<s4MHMFXtGHFMGD
zo-+>y(LtuY)3wuKR-v|Jgasfkty=dl3Iu3O>h&^@+$0Fv$yXXuXRdoVTgo(FJ7>va
z^Wh=})V#x6;Io4jT}$8XBl~Fo@oMJeY|GrtH7HpT6VfP2Gztr6FJEg)+s5&^*TI{8
zdFD4=0HfbL9X%ALws3yoOUH>b(c-J$6m>JAtlF;l&o#U61rz<Vk%Qu?X!aB5X;U&S
z37{21`^6Q+oD^8K6Jl^sx9J!&l|n2YG+{0t#VS?O8j<QvW@#F2%VHA?{CXZ#usj?@
z*~;Hkbi_9M_NX+y)?g=7EB#2uX~Pqyz721~cwD*Ra))*!k}(rsbP`<8L=f!%WOPg2
z-p|N0<}R-_?4^rBH;j08o4q;2Df%65bGgdLutDPsiuPo}wmv4`YqY*dnlVr9;H^R>
zX%>sZu|6-Mv@U#(`Eb<03cpue$dj9wN$#in<>ZX5L}syF`8*Tkub4aXvF=Zo92r|-
zZSNBMl%t2@p-P`la))X#Ce%@ThY0Swzr3{NdP2Pe=R<QSp;3iBUPjF+I4l(WP7yS&
z^sX#Sa1EY&=>FJ3S`r%jIyU?ZH;>Nep$HWZR|QVafss1X$UCpyP92@>DJ5um;-v_$
zNSpQzZnVd_9#--ZkkIRERCI9BG5?H>P{8$+NpS12x_TD>?yIEqZ;M&oDjPSApGu2C
z4H1YWA*vLBNI9&-jGVG&78VmyJ;FtO0l~WP&D_BfSPTqT*t!O<*FFlEOe9D2U72RG
zu@Eft&Gmz0iy;Js60gi3pA#cSygdH%;gB`G9bv}y+rwKaxYMzHxNUX+E8cVvf~12I
z%q*<cX_-rK)meClB3|uq$IeguS{YAZqsF(~I<#x#SkY>>-4UJxmfXTTucmVwZ!4q)
zN*S`1VJ0;*uOA6m79-<dT57C*F>NO%6=z;o5m~{>zDbs=0CN90t}W|&!Hp<Wnn8VH
z8L`c6#_DhP#$)Dx_U?xPja|MDBPN_`?B+XojB8d$S;$*Dk*)<Sj4Fssn^$!f5kI83
z6Blep`D7NCzfnIF-Jbt;)q#U!efFu(k_Jdc^HwEcS0rs}mhT|B5ObTcj(uv=M7$et
zF}-ihP1im?9^^0gA&TJe{H*A0t&AEWt-XiNXtbjJ$b~$SV`;NP_0fB`cM*7*2AB2q
zW0)^HIDfBt(>`;)@hoMXER@zzqlw3w)3X=ChaYh$*KtG#nCbP*2n{G=*^67x_X6L>
zDWm+Lti==o`STNa4(Fc5c^}S}H_V1o>B_V&Z_qNe;iKY;MJWEe`Fqn36fCbghh!<o
znjgr1pm1ny<xY~xrd#vX;H3gJQy*RBF}`V&E84UC9`jskHDxzj)Vk>X5lY+K`6YWZ
zzREY`A|Z%%$m{h2bce3NBdrbd*Y-3R!?`2+(+7P~AJ1(>?}s%~e%9so+f=bwtjG@C
zRMjn`IAwR<1I=)GWzGGaSu}NVNb8*SPuT;j!g44>iFibpcJ>4O>r4$5ftveoCu<j~
zjevRjH9J#GO4MA&PqdBYaF=MGnPHUz3!0{+ZVwZ@`(NeCxN|`EBLIlFqiPBqdKTHw
zxdC#ec6eWpoapMy5+Y_WH|N;!Jg&aB9j+ywJuqXNmxDfEFy5TbRy}>{zrZwa5LuXt
zxOS*CVUuYUIdd`>v4I53t-EH&8~aUnrn>}6;d!5r;c1cBhSvqI(KLtn7M={S_G+ZX
z6He`k313QU><ZI#(%&yz211oR=uOHu$KVmY@1QJ!-^wLs`(l5Z8;=<YY#eCQ+oxxK
zE@N<0C)rMj{8rXjL<QNL^>(y2mz4LLA1bW3nY*v!pxO1<j@xwS>tKAigEKt(0HoBF
zW}NX|t;1fg!MQe$OSL>J7}fXe_G<J5l=BrA&uFnk?}2`Eto<O?GOz{a1oC}D5O6TH
z2S%MoOfj)%lza?+n{b~)!;Ioi;>MNU<puK2`mKT|fq1sW7wWi(2?3z|j`r{dS<={6
zJ;JXgkMi>z?D0;6n-12eW{O0sIIUEeb7k_5$e^rE`{<x7O!Gy=g0K68d6Z>s-^2`+
zs}a|bD|jx<sWXsw%lRaz@aj3-lKH>LF`(U<zj>`h<<OP6F3(zCmyP#f;Bg0`cEzuP
zyGLVE+QjBft$GZPFhjmCj6W)WvgrSew)~60VRh55L!@3_98;iMz`5#`L}EiDd>?X@
zc=e2eI%I-{#8FBknYXwOc78LpiSu(<K~W9#YL9Q;FV%?~05!hRtFPcdWA+<+dY~bH
zUbTR|bvU5#I6CWh9RBI%4r3)Q;3TguVta{$k)1l%QYh`i^+FT@jrg98()c~QbDxJM
z<+o>@{=D*+uUiiQu$v$8p~uoPt_65=b7Z$`ozO#SQh|O_Qm6z`>Y+vOUXEjy53y{!
zjn`v4bh)p=Q3SE>_b`T0sY>5p8uRoknKqUE-L}w)xV4uvC(`8ORsCX>MHxr{LsX71
z$lZ?Mm6unhkA<KBa@+3Nd?5T;-T8vpZ_<YgRFE?mdrIpd5&jLzE@VgOG~0%f0Re#c
z49YaniH{{3udY5v`K2kxr*lUu*^-EfY~x~3i5<q4D2D_Rk|5<GvmBHiRC-iHS9$9u
zMqm5#2XknRy6J}S7DsVLL{)uPGELYXN|Gc(9%`5g03r(=uSOQw2<Zh;Z)65;4^SAb
z;+nvl@gQg6PvLBHN29EMkuU9jUxlg_YJPu>zza>st}9Vm^%wplkLItIP1#CHfFVxK
zX0a(OTdXzugGi7)Tta%+qC#4S`2l_CKMarpUOE!tM2gW;tc$COF#K52&mI<NcG}aU
z_j+>&{)DMQay}i}rUc;LqA^K`SQ@i-_gyVu&HT$pyz$nz_t*Ib-)+C?CY8-7S%BMv
zl}xu3quHdUu(W}t{C?=evDh0D+ld(CQAB|gY!#sULs24?jB)hC7Iq^0K^vwWG|9Jz
zS?K~>t5}tf{G`c_>!fCp+b?TviSdumMVL3;`Y;n#zl;eQ#bAWUJBk^213{TSvDE1h
zW1jmp1mokwRhP*il84*|%EX+#1L(tWfa{%=<<}m|cBjV&vgCa8<-O4!L<{G9;bToi
zLSD^u<#I0_OR6NQJ0f1^|J?k^wgW^i6+_q2kKEwLNH}tY0of`SMEim0lS^WfRJ2w6
zC%=<RF7Cgpm0>H4^GwLnjep(p1N$gHPwU@7AkyNRezrU~z1A3C8<Qi9HKnC;ZsxMD
z;6YuVHMwlKtm^K_>t}WRk3`_l?jr31-1Zf*iS=D^@x-R3m#h8MmK4c_56ewRq6gH_
zW4y`gBw(2+ap)^$VHQ#^=oB>zrlD5>pObctE@Hh1KY9^p))IWGGH{*GX;a6}?A;O2
zcB~MvP~W%pH2KAJ%QMZ&I5_=7h1SDx)zMLQI!o>8@wK)u3C3llv0>q#tsyTYrScLt
zo<sff;{PBP@1P`TP*1>erjdL(N0Z4vshNLzS^XcJ?4PvD|7Yoe|J#4)f2JG$<YI|{
z%()@Nd>CDICLVM*O>PQeZBfc<-QUL6;d<+Qrza|9NQ-(h*d1EHSonK|0y42D;2M-A
z99fNMYXEeC3eMVojh2zutz4%q1-5~*%X=snEiGI8r?V6D)5NQ4uLeBU*yU*7j}R#g
z`>Me#pWn2eOH4=Vv;Rcy7LNMbNGKQSZqSdF#CRrxuzRZS2B#Bm6(gsflS8&W7ly|Y
z{xq9?6$R0#_0qPq9>EAs>eZR-OhY>yMsfFq>;V%1Tlq&Fwj^rw6?W~8ggciiW>~;m
za|lYy)5h*x^5t%_?<i*@>UAK<Xgd(p!J`Op6Y4OkD^yX%Vu}k{lIdEDBe%$82)v3c
z91@JKf6j=2t#DWR#iYqV!=9>CA`8|sI$UnKLF7M+{Al&du8Oe$HPIBZW%Rl16=cwG
zd}Z(F{+g0pgG=<PH;15$MZ+ueCI5s8;mJB}uhCEFbAD0#xv>dGs`S{jJ*eHpI#R1~
zp}?bAI3tp`i<?yXY*m!ZPl9QeNgm+Fs_nFgd;E9~#i{P<$nIi=ZRh2IRGv6_z%V`}
z*hErJLhDynN$Pcoy>yjTmloRIy#chs=93}fEJ*JQeD*@UW%D?}iEI{+;FE^@>~k&T
zCB7b=sMw@*5(aM1OB8SQf_yjqqQZwK&n^3Sl_ZVB%uwG=a#oEM9aZeL$Wc|j*%Pm$
zC>qh>@9_-YSKsj(rL8WC5ics8GMAJ|dZH2gA)t?!ABX<$uw0?kE9(kpSMSPmd#O85
z8^xU#nNN~g=l0u;NH^l&t<$G`f(Me>TR*W-3QIvoMb7N9FO+uRj&e-wPSF<{`ia>K
zQA66n>3Miy?->VDlfR4VSPBYmU~40htyTy&_%|Nz<$E_bf{YAyoX5Cul*1%LVA6uG
z(yv&pDBsEcEOiU?%Y{3d18b$WU80{pU<Jm`+fD^lT{*@PQ|h?pC+MwA$!TR>fuQVh
zok&HV#gXo!^++zGuik4_<XG@}H|edwg^ZX<?z1V~hOD2`ZxGVJ+;DP7vBHfjMm{pv
zrJvkl^$io6Lsbe|W2I{DteH)&w5F1Fvkk6yx$Ex<xUb>dm*q_&!B3&E&?jlpr;5<t
zz3!^%I<d8At6w(z(I_(RM$w}X3dIg~Ej4`QW$YqoP9(73ubtnp1i{V|Lro_Tb|1En
zcR?g$!2{1dU2!RMLI~omEhOa<wwh$h?R-JhZMGX+C@%>xZ*K5kEva99CcYzX_bB)z
zV;fEE;jzy09#+5S45i59ASLPO6W68LlArZkfEIh@Q^m>JJsSuGGXDqIOdxFcO!~96
zDY29}Z3sX%R7@<4_q5t;t*!Zll%c@}&ki>S4kZ1gB}{@I?w?E2=PZ(MaoZ%mhC=T!
zKdOR`wGRnO+Td>H#mg-N^wFT9C_;_ah?tEoQMjy&bSX|ll34&huxn)?jeMlqg?}Ep
zedwGu5RTP*#JC_qTd#fwAdFs(p&kSeG#brAI1?4U?y#tLup#5EYM$ELv7~vxM*Lew
zFzXwZ^=MP|wS~CW>8#}^^g`SCdLntKPp9W6<sBpbko-yL4~d?Gkgo_jg7$Q3W6p0L
znsrdlWwzS|5stFoH*gqCDPAVPT1a-BvRdIo@{X<~F9^tAyH+&g=b9H)J{RO*!wHng
z)88MF$h)Tb$Djbu`07_l{#sORi-p_I*HHWo6j*sUuT{DT87fi8aKSh&?1#p-KTv>W
z+{Ee&lUtW?$8J`*S0l@NC8aIJbk83mstM$Sd17YVik?Ixt~!cRt_a1He1lu_cpaAH
z_Htdm9z!*SqVtVa9di_H0YJifzPLGWmvO@MpM3k9{4ygRYQ!on=udFG7~$R*T_{g;
zRTzw~W=P~SzB)+^x=A75I=MytE)j85cGTyuvc_amS9{5SaH)a(t;CYHBY&35Apem}
z(H203lsc6bVeQ93Xe`nr3+b5f<eU3rw=>$q&ib`gFMf}Fl*po8YQX6diTPTp`jq8_
z128kv(IZ|!?mO{O+0S}$4UNgT`!oCY-m`eCce^&dNxE9(FB3=rnLuCFAl?+<_EG!U
z$Gox=Ps*5`(!P&*u+`ZmIhzT>CpvcoH*-gOC3;%bgw5lTc$vO?t15EeMwbD8tv=O`
z@{{)jhPAO+$3>(!3)tGJp*d4T15fSLjz=f%^9Af)wbvXR_n8t;GhiCQbLa?_nT@Gk
z`?ZezNi9+WxJgpe{EKJ;7`%RIaKTgf6k3MpQ@#+{MKo8ON>1x~j(mdWQ~tOj&Fo_b
zAnoa#i16mawBUiXVyViWb`^Be(usj90HMKR)86rXcsK5PpO0ImkP<&|LKfP2_)k0^
z^gfS7N#%i+L(Q%XPoj+{Mj@@ve$u?(QNxYv4V$3{f&CBU*H0`r*55!DSXkW|`LaYV
zxH!i>63kDp{dB8P`~8>{7$7AT&p4T;STAQklcF;(3Ww{d0+xxNEz9q({VI#t?;0dJ
zJuVQ-gc?MAY+;L?71ow^+#T0VLXznA%0=fYj=QrylCRCi>m=Hw1?Mi-;<%;%>R&Eu
zZ#r}jS!u)&fgj@86+C`}(DoFI%f^H#eeJ+yh1wQ5HI9D;<?iiHEdR9cwxyl8MHRFj
ze7}hvs%+!2`Cg54@qjp};5j9z2tytO-a*{T80?SpDLCs?+r`i&KOHOC{JK_dxmu22
zL}J%XK?`|SGaYUo-{i`g*By6v!`F(wJWuE#z}jZ>i0#!rrO)~UJ^MQDlW$Di=b^nk
z3m<IWTzOv+jhWzN=c~zqIbb?*`LF|zAMBCSclLzddUX5X{+9i<!qfL@c1ZAW^epv?
zJ4AN|0+OiKn&N`=F*f^5qks)hTHQNyg2?|^a8h|=?^U_~3vVkaJYt<BXwM&-<zfd9
zLOQhImTtoaN+%QlcaW%19C6r`on)Df6y$+_u9fVzRt_u{hiMl4%!|DqeW#e#8;s9U
zT*RmoU2x6h%>GDBl0dK7BuUHwpD8i6ibD$iu6eT#<Z>{PfwM}uMn-6TpelrhS&7nv
zu1&iAflTPL?sf#QO5%N_&+QCjh~CZ`n(-hIM4;M**K<``i29bL5p?-`$7@tvL3@_W
ze1oa`D!s3v8OXD*bxUYTArN{sOJ{`Pw4%46aqX_mdm1Y;oh3Z)4tE)CUFW&Pv?)oJ
z;kC<R=e5B%qSJ&CTOm+Z8k_z6>cOe>hXhl-j;7SVH%WFz>w&|=C>eE&_+rpQOJS(C
zE-RC}52>su)w@c;A1@+}(LBTTFm`;(eSnsV#}F~bHb_WiV%0Y#QVH?;fYOGh(61LR
zXbT~NV%UkduRb9q3*4e1-&b6-ipmDsH4yuVU#UNxn}2%<Ku`Dz<8#Su@Z(XiZ%q2v
z%BxG(>rPzDSZ)qHmc_f)OUaJPf-UzaBq_hSFe#an8lfdk`x6D?keg?Fj*tj29{5=|
zT+s`e5Ju&9#TvDJ*l&eyH@{pG7xq3TZ|pes=dcv7V{zG<$6gc!T*!Z|G;Tp_3`V<r
zfbE=PyI!{e{@3?(Ht)PCDn6g@9f^$MW?@#C{y2ZMn>OsXbQPh1zj|A5mr*P+wr^FK
z-q(Y(SiktfAC(8UNv7~%Fpt0alG~&0P>6qk#+{Apk~o=-OPVz8zgdPxOdKJ}qoNZ)
zB*$-@wa0;1|9m{|VKGPuMpJz$Pt`kF#%?l&2Bx)X5NV2k?dBVTzrSo^=XTE~xf5-;
z(&RF-+R(3J`54J0HmI@H;2WPAW^%4(eD=gVHH+dRPU2qBwre+?W3rj);F5a8O%x0%
zZ}tE3j}`$8$K@6ha!yqdCJP?Kuhw2W&X+z#pKPREP?ZV)UJ457W>X^;(>qfXEgFAC
zZ{xE7ZGQtV&KJ#)OZVyN4Kz9Ypo;{_HL<h0v5j)dk6z7k4c|(QHXqh%l1BgxzZ=(G
zBa_x<8%aAADKaxdlt|h!`IwDBSST8|!1BRSpW~cMULm0quH>Qu{JFoPwthynipTw%
zUBUf-;YG!oA&G>Ake-SAT%%R&rIw*(*7rhOBHr>$^~Atx--uR&)A}Y5=4!s+vA<EO
zA7h<n>B9FDw6*nCIhz_5k4_SYdkb*v=j~FzcPE^xF_608<+p~P+DndSd@W5E#zzAB
zP?2Hk32}Og0g#MOUz4(XItyKuz#~~p?IvH^yOZI$VZl#Pu?WQvP-I<=<rB=fg7UiZ
zHd`cA#X~|7Bjb7#kk}fHlB7Mr81fK&yxb<?FXjak{T3Xy$}T}xtOt1#F1X>VY6$_P
zd=;V*-h=!BLzxcTl;dp=ch!^JxBJcm%uXc2YLA;rgbsT7c~E(@nVVZh<cyu!J0;X{
zb<OM7+UF{cCgA$Yy4v%MLZ+^J+VlEXB$uh2Q1<UrS-M6m=u{qiZR46Qh$!mAI_hWs
z6*rfo#cQ3OpEG(qE~*S9J+7xq_+Xq2ZZ}X1Ui;mD1?a(n*$k31&oEah=&a#u8?GY}
z`;qDkKk^M-oW`0#V(zKVT$-e9-EaQg_tPI<_Gp4kkL_vFQ(w@^rHCWMC~SSKm~!fx
z5NWMr*Q22r2ZtFO?B4H$Su7iP>1DUPA}Jf|<lW8GgzU`+4s{kF;)H0Oo{&+A%A03-
z3dVLgpc)A-)Flh&eSv0cWOgXR!ebALlo(db32%tG8mk3l$!vP}PptgUi~n`d>@Wy-
zeBP<mnq72O^Ww(}YeD)~N9YbpK0*`ina7P@z-M*UE+f`WBcE@*pCGqF&HCmcbn6Pq
zYk%>Zo66Q$h|#D+mm=^gqFQ+m8E(%7Fr{Dm&94Mv(%Rb{hCc<L1x{P}1MAduwB?Xj
z!hJvS-+idg(}e^1`tnZAvcC*Ee)f~6T*9olXLQ1>H2K|rWv{M^meXthK6H+k!#Qvv
zauFTbC)Mb<_~m&n8GDo}l?I=`TuG|}9H<2~Itk$KJdGjI(v_upQ~%5INue1kqqrzG
z?x#5lWLeAyFvj`jM@jlxViRkyB3;<WS9G)Py6!?$2P1x-P}mXIkhigOw+|1+4T>%f
z?Lz#U+1+Bv$jO~bibr0QpaF@r8fP79rdp|LWqEI<rVB3%DZ)Z;k*t5E`^_5ur3=x^
zC*FDCK=O~+S7q_Jy)*y&?Y=)E<(Ier^mR@@UH>d6rSuvq>f-`E<o<9{)z$R>Rfzyf
zME|c&#(;Tj4K(L}wK67}1omBJSw*51th~@UYX!Kq|GhPHmZ*#!#Ud}nv=n69SCzsi
zi0nVKGm~@r8SV*OUqj;rnwVUuwya!v>BfD-CPaL(iz4ju<tFVWW~o->#!3u>5T&mz
ztikbBIW9@?-mh0Td|cf#$rRg<%X5tiUS+>1*10HHTupFg7n(GBn+WH;aTjN2i#2U(
z!9~1j0pmy;4v)2xDG9L}ihu)zwi|6hX#$&)BNaisTwAh)0d-a7sNBU^PCYk*Kc+Qf
ztGK6IwbE6S`!*{`OEc(Hzh7)TXAFM-tv~hr?&Fw83LRV3-30QMRbvy<t}disHiVM>
zx>M5En=PLTCbHw*LEukvVldj9{u_ddjurwjBOJub*_n^pXzA@37$TwTGeWVwdmfA`
ze6UmzSw5d|k+E+Dz~m8ZSrC)W!$Bv64(RzVBO$uCw6#JonBX@(T#dc7aIIhZBVUfh
zzoF^Uv0@t_%_h2Yd{^2)8<F@hGXRVMJ%66fuEZ=|&r|iJSe@iUYU3xl<7*Xziq|O|
zA}}CVr$#4%%fC>4jWKjvXz2}&itVdVB?CCP*tAIkL`can)}FipG_i<(-!X2(<*em%
z8|8*CY9pnKH0`DCzdO)s{^>vq#iLbHXW6N-BuGKnglbh~;~Lpq@-N&RoCdqf*-j)*
zEf@bTZbtQA4PO_hNVU0a(e2tPQK_aPF3ZSurR=olEf|+)A|R0fVb{T|j3L&bBbsb~
z3mF{g{VP4~3})pm8d~GHtO|(p;)R@sRJQOxxO(U4IM+99v}w|yvF*mTZQE93W8yT8
zjfRcU*mfG*wrxzD%$dFS@B7v{XRY~TX4cH};<?}3_jS#oIX^P6><;#NZTO+qyOA9t
zb4C8(z&<0E6Ki8wZU%ie7MV=R(yrGv@XytLlyKQdh>MX!+OA1F%?3q7z1<Fa-p_(%
z3AnNBrS4M@^H0;yK$eO^N(&Fl*~!alvgNZMDz`d}Unl0Dq4_%Nr#2sxC?A-!H701#
zbGgyph!B6&7U)JN8fS$N2L06EoM+_L`|UBHcLLr)Y^sL&f-rxQ{A>ltwO%;iE+lYA
zR-`DmxT&%M%m5)PfxLJw4PKZT+s|E|o}R3(P~O*Z<8i3;)Fl4CFi9EHCRYi@_F0%x
z4hN?R+N>(&7vjM*Wox|9oRNv5Ru(lW`Exc|i?o|>czkYWJ+Os*LBtfP$@jA;0E3oo
zKF)(#z<9}pNS?s0ud5NC>H)B1rWwcw`BEX}-O&4)4O>pbRjfQ$#8N2|<EK94c{`;_
z8qUysjkyM8x>>~=R!@=JonHTMdRQB5TMq`=INqNQOJKb;W)w$zlT8lhX5HunE5o@>
zEP$6t4%;KNd^W4XGrVi!fN75<=nDOOt69oxBP&gwlHTxEFHO|P<Aiq<KVysDuxz~h
zaWaG3hf*q?nC+5v{cTJyZ>d~pWnpn~cP$_wh9RR{!w`@XVs_c10a@MGOw~OI^SZUD
zx<=K%70f3If;KCl$_-O|ha@|qbGccMEq2ONZAx)NzNK1YdF%-MagD<uq4C=fr__;Q
z(a=5iLu)e@qJH6uyYYiC^W&1-qKnRe#RB@f5f{wIhd={{@%s{}ACU1;+4=dh^U9=u
zu(Z3@sKXQ0ax!yp2vm<YFhC@LD&aQb)X=h~>$l+c`1>;GJYun_<&09??DX98n<Orw
zU)Pz$^#Pq>Lp`v&)xD;9kjn;DYYQ-?u(GV%b~jhM8^<%@u@>IN26xBE)nnvSc`r0I
zCAD}{zuer^AVTcc*xlSNWPEU(!T7pR4Tel^s+3a1GxV8k?FSRMw)~ioQ*{=WlK^9@
zaZwo$4olyEt+Q{Se)Lwk+yz086?xcxaK`9fl$BTaVX9e%-vu!#5-1JXR`bVEr3x$`
zh_v@?#|iqqkktW_v>K5{U0&YzkasSc4aFu;>?nSuTJV0<ePaj%96Lt#xoUNW%COAk
zKC<O@G$9-uvL^kOGj3v^VHY+~Tr9T*?O~7JxLls&c04|0c%CP`;(-Y>^c*{Wf_vr(
zIsMv2*5!YrqN7KB>25Q4URRRvZ|-=`a-RsWqPYO0CsSz(F~ivscYa1T<kFVYVCb^R
zP5d}A@(`}aH4vq*p+!stL#BoQU|HKp3e#`2FS`5xV6O2jl6J3dx@@?w>Tn*Wyy_lR
z$@WAJ0gNx2<jwarBHz5z@?T8v8@|!|`n!bzPaM;U3WzhKpMSmNYi&zlWY^noeZlZH
z%Ba>d-rj`BFL>R)jrf%;%;Uag`1Zch>~y)VbFopyVb?Fc?gJukaoyQ~g@c<>?F_P;
z;diHnysGdd9Eu~vgouP-tNva2#=Fh%9l4E2z~^36QHPW02}~$+w_x95xnch_mog-d
zVpMf-N>ssdz+L~&X71Pi)e=x8VqhQhF!_gJ8YlQ<M2iMU$9DG(OrTlL?M!A+8gQwu
zp<&X;WwZmT{D3<AZPP!1*nf}9)(B|d+$N1UUaA(V%H)Bs@1L-j!k^g+E>Rw;MiIXR
z&pTLm0L7m3Ahp}qH<AMHU1blEOjuXi^4U3kz4`Z(!BhO49nZ^#L%bDJSJOg8W|3cA
z8(eJVdu(K_OD{6oO6+9I5`fmwi|^J{n(OVTj*MGTeYYm^AnEA#RTa%=3!8$3(qcJz
z6qHZD>Q1x4WUl7=^n(M(1C&R`7vy?3Gi<T;{L2qgUrTVonc%<6wW*}s+)xx061$(f
zt42Qk(3NVk^S`TRQc*FCtuaK!;qcCUP<&jhm%<5sz>9r}0zMt~r&5<O&TgJ$pNjM3
zYyiL1eY^wq-=8>6&v?HtS6w<hU8BMx$B8$>4s$s?rK)b}?o9`(pKo;|cXbKk@Yo=H
zhD<grFkn=G`fOD7j-Xkt(F);wk-BAQA_5&9gS=pf%JB!wXKtTo@;~@7uG|6tDf?u-
z!Y};^JJL>7zw=^IB#Xxv3+j4|01M<MvV~~VfV5$4`HaK+&N*lk)ec{SxSw`<+neqd
zd*i>20%i3+U1Dq;M8fLI#NvkQfH8_B#tni{seGEWC&|s~f1k4GP2tqzuD%C?*$dDL
z8lJz4|6ee$j0-Js#Y_)|#t=ITVrHwF+p8P1lk?YAk$ontVkJu&k=eh&p+Xw~t&g@(
zP{)ue)}_LdCT%IQ8xy&tVtI2XP7iiSido~+s(MGlr-t+DOC;><2!1d3bE@r|U7bRv
z7uX=B^zOse)-<Q*Zx&shv^EtbRgJrmq^Q%cH@CtQYysXV8Lr~F6<j9w?rJsnmAKls
zt8Ny$FN^f+UBkHtcEuN7@kT*Ey3+0{9tf+a`XQB&YJ{AA|Dp<*0pshRpR~M}&ZITl
z@ndxfBD(g%J866HAx92$U=NyYW?jJV$+^<bT&1LIm)R9RY2m6!Qu9V+8PVy0-5G`5
zKAV?B>(yKYzc4GWU(74^?aAl1g7C=P46Y-#Y}bE{!0_*?T}BZVeu~{}c6<@U^Pl^j
z*4nzWD`Kh1rD9h+##!>Ci;+@tg&BF-A-WR}+U?j6h3J}`Z;aF8ax~iB`sFjo9!5wI
zh|7F?W!Nc|V8x8V!?eZyy(iU>%5494qV*bCIBVhOOB*l4fRAU}CC7rsG(Nx3$o<#2
zznEI`TAu^6_?k(ZBN$oh+J_v8eG%%bT9N!-9{Q>s+R@n(tADl*Mtj`_L_BkC{2cjJ
zoL6)G`SxzgHb+&ev*kdm8|#YcZzITA;QQq7m>YD)u*SuFD56CBm8C7G`dPH&qoXk4
z0@S&pDfO-?&X6eg<VttdI3fY3mEefotxuVgydkZ34yubHhZ)?~UukLS)*Z$UQjG%F
zuHKl&J3l1#{U*RzN)6@~tvWjCHQIPh%dxm@M1W2AxJ1C>!jkEF3*2ZEq6|S%N4KNn
z*U_<t;)4xX#EXbv5wRpcPh*hbfyq`=A_UODEOi?s=M4)lxgH3@;YSW6Q+N;~o_0l1
z#LW5o!9R2dE4bS&^Io*wjGnslFarw72;GQWfpeV^Vn>p?n^V@?YH{ZsM)`^BT%Ytj
zp@Xk76KG)eb0EU^IwsC|x&ww~dvzeZ`=uL&%NEtNx($7&uQ>O57-@c?%+m0A`)HXW
zKy5Rw-6oIQ`h&_lE(4L+$Vfet4?<s^*NBsZSp7o4pY!ehgE<w8<Z8%$l@D<xWg}qF
zzJyUQY_vlSarOYPxTK@}+e=yI@#aQii|){@KWmD7N9a;xk*md#j9%jpEFrVzh+1at
zQnr!9QLvO?@87c&>aoPFIm=l@=7-C;+f27tPFXR~9WsvdQ2nV#WT|DZr}}}V+4$~K
z!gbUZnZqF=>?IdQh*bB`0B>Vzc~9<81Fjb7xBlQxA62K@LTY4W?S3AM`QzGACcD<w
z-9uJBIiKRQk-hqke1wRIzU0z|hL({#CApV-guj>(J1xqZLBEdZSg3h%O4BK*t11R8
zAbb1INHUo!dk*`)tWt^VoccPi&1>_&MfE%Z@44SxTo8&7V}x~*VWA@NJ}w1)<S`7p
z{MdVczRz$~z-0dxA^^z84ZKCXPczY@z|_f^RN87YDFk}ccTz$;MxG$mzGZ;9n31D|
zBlP`E^a7TOAL=6SeB(apaYcJ)Zu#R;z57kGk--iUd8;tJ^#iAoyRaEby5i%4eE7Cg
zJ8r+4>-o)4O$HkWDe81h4t=d}CBWUn5;2r0Q=8fo1)<zWA^fE2r>-LYC}A2N42@$m
z#^p!3p(H*Q*GKWL#c6N$VaI79^Art;KCTSoc_mrQISpL?=wUwf6GxrTzusr@{g6e9
z#B(ch^jo=CAc_uVzRAvc(ElCxTdBA`96n5ud<<BlcpPD}r@(vy)D?73+^bJL${Bo^
zLL#LYcuoyyWwdn8Q$q0$dlb&47we9yNx>v@e;2F(6^}K#YqL`#!9tDR8jRB7^c@Zx
zF_*;ytNE!DA{)OBxlV-R5k%I+lc-!urnzx&zrTYa<Osrd{u#f{Aqw1GuI4^%WB86E
z`5@t2g8UV^*lek*$!IS?k-IFqsIp*mSyCn;aP#%*UBQ~dV~8_SPP^JEDJ3a)(Nxmh
zJP9p&)R?nFE0`Pi;cr4;SdGmA->9Yc!+8iu*Ov(#R;w5pF*OxK`|oZiAs3G<;e*~e
zIPLZ0w&PLOTdivA5LQI(udnjlmJ*(`Mz$ZLILec~j#MnZe!WG-#H`%sdcsdqaUMU!
zd)or}hxb|A2vdxN?R+<MkGcI+rGLe1OZeu4le8`WpkVa8`PHWx^7(oT@eZVRBBf9D
zvq;xjG+~U9fk7gd`((+e!j`!#ny)G0`{=0b&BNA*UXotzL#(B_)5qV!A(o;?&p-NQ
z45t!CREm^Gqpm2}yfrf=tgO<Yg%XKtbSmZaE$<oH&wd5ByzToK*;^m#1%hWPB7Qgb
z(b!4P#m)So9g$66RI13NruxAcKw&vOe%*UzKj)S~532Ji<p!>qQg+tDc0M;F>V=iw
z6(XPLM}BzCZ&ZsCqs*R{ur^sNMMVK#j;6?k+|7dAM!b^Jmead6f7%cin~a}UHd3SZ
zcx&gc%ARL#c?syJkHI_d?+JyI7<E1;1^Qe$Yth{$c0|;uCr9A_WYLWzX?kA2WO9BZ
zW};)V2O4f-_<uYXFH`*lD6L5TUTN8}J-~S@9jO9$;TgOP{RXKyNb^$=E53t)2Dyz?
zW0)QfO>Z<HudDr9pK>a7M*B*aVq<!H&e7g>K&9kdW4Z6OUJ;{5=2L%ZU9-56^~H0$
zk=%jUwKj5;U1(#q34yNy_0YR^DjYv0K9MV$?Yat*b>}=0)Vz9<8a@^KP6|&D+syBs
zWJr-Pk}2yLCa-)Ia(1X^09|cm^>UStYP-%4;JqKr=R|PEQ7Fy#fP-;s+o*QC*7_LV
zI?E|!g(i|U-In+F_nQSRqwO$*Ejk7O#lV2)<Hgd99Mt`c-wQ2r?|WLE-1B(Acve`C
zSZL(mmyX*{8%t-4rgs4R<iEU({-3~o;^Y_8{;10-q!y2gb}JpI17t0Pyl%nT4yc>H
z?-UiF?^%hA#RXD?0gOFOf^`QqMMbM!Z+<@h{WUw}$!_J;LVDYbj%5BUSCUZBcms&S
zw3|;?*f$$Rh-4^CJ-H$gu<-EMW2K@Vnnf)rug05iUq(3(_RaSumJEABfoC<gM@Zi&
zk;KH!3(=mM=XZ%PH(>h0;#3_l_B}XLn|TVzhKwh-@dv(iBhjgC_2Sbo?Ue7?I#r#s
zfA2R!%&P7ZiSj9A`3mCr5WJrT{ssN1>@@-iM!64l|6Qzz!CCR4Hx=D=%4-vT9-sdh
z@iaX(N;;rIZo!lELqXV;G?6_=7{_%hNEEdF>&|VE67iE0=}Y=`)GI0uZaGxmVI90|
zxtD@-wqIiP-D5dKL*W@}@M&*7HBTdPa%&yku*5N>!Zj+eNXp7lyIfYqqirW=(#k%n
zoyMQt`vY{51?P#O(KG~-Y2%Zzq@t4<p2X`VnjWrd*{<T|&L@BA=YnMG%O&TXd>Yi5
z$0b-o<w}we5r)FV5J3?k6<$t7kzPhijE@gKmn)tdX+QGNm_2b5OQA&J?)C-#d0DJ1
z(`$Cnc)u!jRT@AP3o04wCD+4exU}KT)19`?Q1_?|tET5Wm{@yf2#ySMTvuLEq`yOF
ztjbr@(hEVmX{W!7CtxmjeoV^3iYYft5`um9SsLp&*u^Q?+g>P$TgN6WkaYV>GokE)
zbO~W{%Metr8TRvCC>$v$?}XRQHPxQ)%5F_643RkDTS!2<)$1vKMU!aO?AC-Ybo199
z`)AGZMYq1;nKaKK0nXGJamSit27CnpvV5oeVH0O!>x>#@hRb9QckM<t7&ufx*sH@>
zd#R}Xj>Z82mLmL183eJcQi$q+jM(PIqP?*seQSy<+})62VdO#rAtnRI@D>y$gs2N>
zWYUgQD$AXN>R8i*NjscqN`&zHkm3wzKGxs2N{Zm_<j%JQ9qkYyf0s{kP2Wv4WRYxa
z6mY0-VSL(0>u|^O_|g;$TL<1(^JaFl1E604^%iNZzBTA(RASH+bt&aI2+%Z(m3e`V
z2?;YUpH{z<F2ci)=f}|xt~EKNFmhyPZ^9xVq?{0%fHnnU)~JZz=}Eibu;J;f-R$T)
z`aftxNS5oo$mM0jtN^1(<`&tBDgLMCC?X;~qQkFId+Z}f5;{D7AD>IgD*jIC`6scg
z^8GRleBUl}miT@mW5-wEyQo;h2cS}&;^<USKDpS!?sD*#W|HrF+1mnxb8|w@8qWcT
zCVn<)H4EN$D~9_pX*u$E*>rBxi_<8uR~PxTz6c-9`x_})#&~UnhI%J`Wl;>0LH51&
zv9>5aS;ht>j%h^BCMG=hkzo+LsK6dv#orv94L`jwSX)q$p5cCHeEl=XR)Os%s*Ij|
z#99mLOXq&xfT=sDpn4c}vn_+KH&4oV+ptw}a$-}gd_@Vv`he5;lJ3%)VHA#W0_AQx
z>KY3tvU%_SoBmOqct|inr)>h|e#JFrC>hhFRMAbpyu5t>(@K;=BblRud*g(~Y2l{Y
zv4V~*%-U*D#nFBn8d<+@x6>MslY3B0cVo_Fv_@cqfH&W8J)>(iIp_|v@%nB)-%)$a
z-8HhT=0sVfz(U}_lZCcSVb@S>DW;YDsK{MJv=G@QgxcuE6)Up;0an*?FVB@*O&w8)
zNek+Cp9wQUpT1g+698qO){MrD@2gJ7h*FmC(TQBXtD#S^v-eIlliVY&OUBK)@vu~#
zFE)nZI@<Z!9(;^u)aj^fQYwcZbSy7g8HIj~y~1<JItK^GZ4gHaMrvki%3G5%gE$xg
zZOso&gP;BTnX={x&HMt_MFy0Yv-?<2|3+uupQlUwW#Xtyg9wVpYKP2h99A*iNSS4H
zq0BcVHO)<m;^HNc<e*(~#NopIP`Cf5*Sp8zw~L+gNsifD`AbTXAS&bO>aCvR)Bxe#
zxhPbYOB3!^_L#xq=gnW=&E~h3NSznS5VD?YGpQ#eEI)A6Eq8VgNl!<871Z|&`?Rec
zxaJ{B1ufSkXg!Y^q`gfzB>5k`%vQq2J&|AjN>haS$#W#fr1+S*<9c*{(Ai}Rpsg9T
z8o9yNS+sqX5%>Nzhx!#h<E?Y;tIjFtxmjqhnrXc2`2JSN@Gt2705@aI@U7d@`FdNh
zRl$Wuuhq2FP3nwVFAhuAmQ$zGe#QU}+pDRiNF^9ugM(6i5$6vqV4<nP=vIjdeT*qM
z)ezDMa0}xx==%7Oz_Pz!eRCx#{fL_t#pVkn2>EG}W{Zq<Nf_Ku^XxbW6ZHA#zLP_k
zvL$QYraDvQ;=Y5Z;Qr!V1o{be4bHH4BPkzzKBVxXcv;wF{-6~RzOr&M)0gJT6Xh-)
zdUt3qpCuEJ4_kcqqtD5aLT@Tmo0JoVslzJ=w4zUeN|ID;02FE8<&XL%*UAJu0Fy=4
zyQdUTYMrn<Xi_esVp<X}Q(Q|PH`oTb&SeP)q0aSWYr?M85uQCen0J2Oq>(6kV?`O}
zHn#mzZ1?)?K(C!5hw(3svyl^&PKd@ZeMutA#ykHSsHsFCO&&2nh=KA(h@&0DM-j6*
z%_E0DuAX9P5CD@#7gT>`KakPA^7rFn+#)Q*2Zr>FO~ROz6a{yuMJZWBOG9?cl~)4h
z@haH}qcPixxumlv3ok}937k}4Pn<=2_TDlG$6~rF5^noOBt4FDO7{ZoZO;@Oqj@gG
zT+&Jxm*dE#)3k_!Nl4eM^zm{5bfh}P8_yS7W>fFNRmt-bdQ8C@*gX}+jq0px`h0cn
zi&^dPt`}vk@Ip%gI1*+gwI2J3y#Te~k1%bLZipZZ94g{VD5}7CzX0(_H%x|KGG9)N
z3J21Q`l7N^HGO>MHL?2CEr{&S4$)zeZ%ehDYHyO2Z}E%Y(dMnMW8~xSQj~G=lG+}R
ziRPADb9=@wMFjRcC@?G}U;5ywyWUcSVt!d{Jv8$vr(dNVGc-0zo@6Lab0;*R5nzxR
z3`#c~9T{!*B;49gkPk`Ee4OOR5m2te6_gSQ6&;R=<ok*0d5o&htZz&yWGeB{&9t`;
zALH(GnlU#`fim^oX%XCWvB@%!a{7e2xMxkh-GMCoSj}Aigni8NOCkT<dr~J!I5=!{
zY^v_jW7uO8`JnORJnoM{J!YG6PoAf9Q+3!txf#O_Ki@)%*x+h%Zui|_1c9Tx$G>T{
zTpTGD%hzWpsJJmNFVN48YWX$S1d)^2Bh4rnH@$0P1YD`7-{;euS!c%wNVIY<H~N0t
zH+L3d5}=6|Vs*Z~n!4?KQfMRzxIyg(K~s1C=Js?TzNMQYo27!DL(dWA@>^r5k1c#G
zv}Cy*xMH?j6g{Ct2OW>Wc3u)$30wqx3!}d^-0?F{!iqc<&HJWd<i!PIei}ryJv0@A
z)QsWy4)~_EMbgT&dUTx1X)^41#3A9O!fPS!Iomm#Orf$5j6G+XgLSMmn!0o@8RuI#
zCfdVAiy~#)OwFT*;lI%}qn7q*0l)_V#D$=caN+`$y5RhT)8vbL%0F(%^X6VhC%+Kp
z)DON{qf<Ha6_^#U>#10)gLBuZ7m=%4RwZ8Tm45(Ro-J*y`Py!jY)s(gIC{}Hs8SdW
zkCkVt61|HMD3T><HY-;Eb>c6%kBE1Jz|Qd{nAV}`9~v(|)SN?9Ub>sZ@Cx8Yq~I-v
zUS?)yaEOWLk3o~n2(FcVDi#>4_!^<POIH~0{X@+ez9IhnduerraAPee7`L@$b*hpD
zc_0i4N>Y>fXj-v6vV{`XZwUEjrU%ATo1L$w>rZev0^S{O0b};faw5L-WU2@vKgl?&
zus?r>JZQVO_CQ<Z+H_+JjeIBOZ6Iz8Ejq@t@uDxVEwRXB=dgj+0c~supb!$$K`E82
zA1>FTGaGM{oJ@-5#2VcJX?d&`%*(Ldji_MCXGs?DC1Vl}ij*3D?W+;@JmilmTkcJ^
zQ;poFreqH_+jePg3O2<3EOQM9UWGVa5#h}GK{-UV;{$-%!Kea~r0x9h8|&{G63Hy{
z3%NCApTtDN3c{3<h67Udj~)ykcP}@QjYZGJ&w1M+H3ko><r(%`90faPOq|!r2j9QG
z{B=4J6%ArrfcT9;5lTJAA3ctE_a_53;(PV=rc1ig{U_4vt5C;tW1Pr4V^+N2Twr2?
z&f6<R-jnuMo3RPO55(P$8BQ8rgax7JxnJ!uzm9X$gL9|09tGq>Y3CzoazR$OJ0Z8z
zypz0K7?$TheSWM&Rv}0Jl(JGX2Q{d}+IJ#MNjpN6yfyf7bzizTmH9L)^RC3GSWweO
z2W)*K?Qb;I+d0nm<ogL79aMj8JdF>->wxWSpho0Pj^;Op&WiAdS37z0v$8+$A+MN3
zL3cX`h9<k9AVimczTn1&9w9CzFC|j5VuzduKj3OTmRt&nMvgaCd`72BAt?yjE1=P)
zRczD*SL6HK&gYXYMN~u6AbwO#b0Tt6T#ZBhbO-^l&gnj*xNoHES9o}#uTsHzjxEg%
zO-yo=y_;$ZW+w9`tc$hVo$HM)G(B&c4tsgNNp#?|Pw}nLrqVt45myRWr)u&$if3Nu
z<0n9liTqJM_ywk(_i}8iA<LGd4D6NA)C_DuD8q_>{URfo$6_|L*AqtM9)6IeuXNZ6
zGO93W*Og32V1)MW%p5i?akpQY$&Kx^l*1yku&j&zBz8%gWOQWX0dR6}B!utam_FL+
zelz8n%wa+^-H;f}sxD<2_VcT|E|Ap1{b?#w{cQ7RTrTJnjpNPp-P6k$W=TbZ&~y?n
zd3WY5H8djUkiHV?=h6bB0t(w#A3h_g+jIuzG@INduVL0op)Ncj3kOvf4$G?*jJM~o
z;u<!ea*X2!B#Ch6xkx0FPLx*0i|V1KT;Tn$i^$y~y;)<{{GuoNI!>kpMiv|Whv)@I
z8LnS#Hm-zf%Y(P)1;g5RP5MWo<_<3ymQB8kEsP>-mFT?&jf+~@0)gnJ#QU~NDFBzS
zkq>L0Ny6oCqsy$n;Uv6xx(>Tzo=XuhfRq7K-ZKeS{_-KELVI8*R}%PKPgcHCr*xL}
z_92$A_)rt`klT|X1Zt3xw8P`Jg3b1H34NPR7bqbYBj)t68ddl7_8z?=vRiAC&{=&x
z-)uyup&5C4DaYil+468BlByNxl-31@1q}fK?ifZz`?>4J!C@IK#K-#PnGalDGDBQG
z8Ky1GFsmPObaU66k5ustO)^*j$4*H_N)>`t>^|o4M%aKKGI^cE#;T-CsF5G6p0ESO
z9x1&A`5oYThVJI2_S6#EJ3934<|}32+?d)TF{1QFlRJEuPN(erpAE`U=8K>G+<wo1
zb5EDo*<nsi+mfEgv!$;ppn^pBryT1!RP;5qHb2z)K*NsXy}@cMw(-Wn#uo_6&{kFB
zsP-Td>;#J(hTi-ycjg#rZM?sH5tV{8)1$<I;y{TV8l@aTnr@=@!?R@i)pWVfjdU;6
z%df6miGo+(R!<7#%Y?N^wOCJ+)Jg_&n(cZ6wqB5<JVH%y4(ocb03oru>$v}XusM=#
zYI%(DMhrNXF{88@U=zU9L+*~_fQAWiL_in}xPtpxeY~F|s1^*=n=+#d5KeAI0CxzP
z;Dnl_ak>VK1GTw42s8)vaf3AE@ZF}{YzFoN|6cYvUoB%ZxB9VA>F(}+R(fGhtH$=G
z5Z?iGU&aO8@6=++ANBSAw+N$>!{OES6W6bsC%|2TWT=NddngztP-E>Us<Y>LC)`t?
zPY_GIztVZ!mhMN>Hzw@3&Q5G4rV(M;DmbUvyrtkxPeyf}N#-mlcmVi<LQSfO<j)c;
zggn#zB5j;lhJK&tyL3DZm{jmuW9)7q206kFNL%3cxk1zadjmpSBf)&Ux36x=)bzac
zYOBFB;qY;>Y$ngmI?}~cNS<HzQZ^6OLr)O2Ti6i#z_tlEZI7~hJVz0##=U$`ShHwW
z(jy^swV)iCHDv8phMrIM9HcIP)bqcqL(1)o7VN9_zUSuAcHbC2t7RS}-kYB?NAH0g
zA4@vvGbUN&LxcY{m^LT5MY4D!mY--qp}9rq8fLiFaG_FAQy1{9$be+_)?H*KK1xo}
zq*K1OZ&G&H5rALD#5iw%t<bbmD~Wv^0q;4>7A<D71Gb)E-{<uvvY&yJXnJ8Gzo`jn
zx`p(c>8ET$f<V0_dgd8c78;{n;8NI5DFh3wb1C)-*@O<&B5p8l9$srE>`in}X1`!K
z&?TrUZ?dE77c>zBOG|)wz_`umYV@q`fZ9eq@}--72*<iM0Cfq6FSA+%^Bu78Lr7-8
z4T}*%B#(*qj$yjBtxw%jymO?m(2a0a_u=;`t(ALhB>uoZXQxH%KB(K$nla!c)J=qQ
zS`au{Nfh>AKQzCmqYZ9d$G^j8rW{AUbm)Sm9qV7UNoXxorsoU#15M0NP=Y;Wg*=Z%
z^tb+%_4+bhzU8<#e*56_RHzHRpp?rp;uO+x9JN+1t1a?(!dzd|_X_=BuTZkpIrt5g
zA5&3!&}vNdG(S_dgo0m#Nd+$*<j?&DLR+~_TyNkg!elX7m9l$!1SF{GZ9cik#ydQ}
znufEkqhHZ91i^XnML8?Wd{2{u)B8_qtc8vgw_923DYAykC;Qv#8%-y1NxMAgH``Rt
zc@3d8WSM9gv<@+JcJYF_UnuiQVT>~EM#DmN-(JmQqd#_c4x&U3=MUKnjVEe>+@6OR
zE_Bh;-XY|@TPX@1L>ktO)B;5*8!uda`d&3omSCaADcVrSvq@^Dq{T?ZX-`Tv&G@6j
z2O@FUcq4ZZ$aMU;*ntyzxxx#TV({HNVCP4x<J&%r)P8Xc@!1w)u{<|NxY!9hjehoY
z-`Ml?T{5*ep~%gLUKyqD)3?cdxhMYq=oeqyOpL&x!MxZs_Ig$~yI7Z+$@D{Vtcvv?
zsV^|S5Y;u%f!K2Re#YU)<E|TwPg}3*1R6O+oh}9v2E7Jlsif1SWYuX)2C2WkK!!;D
z7H?zl^)>-+GauW~#cRlRadMXMMgf#CO}cN@4%!6oZp<^|AD(R)D~+$PgATZ!KOcB`
z+KVu%CYgt}Ce=7;k?dSDdO!Vh@V@0DjoytBVpl07;R-p1*$4YR`muP1O3ceDRBdlR
z`ZxJ!?Rp^WVN>sc{(!)_Q5qjNUdehGa=;t52lYwpVQdEawKOq<4S2ege5;9y5wWiU
z%-;Qvs=yf}4L*Lm8LasbZHOX1u&k--^j?gQdLP*BmSc9nB?!WGs7$3>Xnl41DHywt
z8k2W<$R4)0AJ`*6eQXY?m}5LM=|*JdtOdp*{pUROarCeNX{XAz`SG!M$Lx`RIrq&b
zF3Ho%q5RTkj-c0P6~;@vP6v2rk-MN_9<F-eS*!9fSB-tS^NGpkYvM2*RNE%`#EQ#%
zsxI2Ee@;kszz`9!5bsH_z#|ESShBe$xec*6=nK8^iV*l%KpY169`@es;tmG>Uwy1*
zs~+4Cg|f#>=r#!~sic?GePQHpE|6(J=Z(=;^inrb`kd__C1d-XM=1vu23DRgXZ4ZF
zGJLAddFZlTDQ{QFz6`J-n$N<&ihUZq235kd6p5Db<9=C%!4)?j)md5cVm7tV{qJy$
z(SHWsW&1i`U7uV_m~xS&N|0$DWee^72&z-kQUT$Ajo%)#QJ`9XA)}axdbr>jE*sc>
zz@qoLq1ieAC(>hV)5X}L?NS*M?WJfsFq=bsu_zb8QSkgS4frwCBa?kxV@SK!Sl~Ds
z%sTM(zkj8{yHe<_Ll}v-g!C2U;S?kC)S!zenzXV1Z_z{ATqqrmu!O<<tk%f?=|iv(
z8GORJ{8yHk5$3)a|EDJZ|6jKltEZ133l@&ME2J>J%BQz;6KMQvQ5eUQ3Bm8G{26K2
zxg6dMpBEZiPKq*gTHrIYvTl~T`J>X(tmr@NcoqXdL3P0=utCt2#*0^$+tRBlZ?8g*
zw572k8xO5NKl9(M!^_f&>5qC}*|m+<uKTY|q}`4gZU61*L!vuca3iYb0GpZdgAfA?
zUSUs9oK3%14xX8}<nS;<WNhr1+o*qqHuR*d#;JRhrn=;>(Z>riKPynCsp((i)aPdM
zKQje30@%3*y#mSwL+nCK@=mH~^l3Qj_;N2)#)dWJiM{_QV(?2|%6e#99l2wk3tENI
zw22nkRSAn^r9)V>*H1PVN#n~&T8g8xDqqedP9~TbVrt4?cCwrQ$lcuXh`mTdQ^RDU
zd21)NJ1rQjhm2X%Yiu6{J05q2aI(1zS+b<3xMPtI8H7C)tKJm&Uxt~S$Aa;1R_ZWe
zk&t>3WtMv8`XGToAQ*ayVh))|R>K8y>f;9ac&QmVrCK`zjw@Eo$_ikfHIfp9zhL3m
zA%OjgOkk4&D)^GKeV8$rXQ@x0nVD&hTSBjq{|4f_U`bbm)Q^git1(|WdOEQjt7kYR
zp~nE-Emu#MTN1eOGT7M0+<FRPtu^u!=`GV@o9Kj{Zp)7~9MEa*<c<77p?pxlz{1@5
zH857gX3_lSM=BX7+gtd0DXDBsqOY%S?)7*f^aIp!W7L`%3+(c_>{r+u>YbX>`lza^
z8l2K=-rEbw8GWI$L#(nLyFoeaI`(~jc^Phab3Lj#8Om|G+5oH)Wb*p2Tdlh;UBny|
zdq_NYX#?G(T+QNg|9;|sn>I&~K1S}`G$_(g*EIdJJlMRIUJcOmDl02H_%!ewB`9HS
zoi0y4zxT0S@Qjo0CIF2j9d93aYQI-Bq5ZaU6a(}ih5pvRmj^>EtZp96&#4=*^&vL#
zu#_SaW6zLU>FUUici?XB*IBwm)i{uye}PQI{YkeHT0-Ke_Ihs0={~Im^ggAYuJ}sN
z#54pr<1!r>txjTK7fQL{Q)52aY(HpJOiD^JeGetBIW6b7<uXYJy*-;o6Zt{vi{qx!
zzw2jn(O#LwDOz`Ev9q(22!RN?p6cA~`z9t3kwLfE(z19nEgvIl#Rtw?Uayr5(8V76
ztIh62_6yyWwo^o>&;E}=aq(^&un0s+p8$YI_>}TW`$^4CwRFcWYu|cS$JIABEdM(3
zDy8WMV!wUT{sGA`?;^9(k`nRT*evZDE1A98Mj)8ujn@{LpF7!vk?H?<Bgb1p5L8Op
z%KoLtPG-5pz9X8B6@ROCX){@v;_ty70H2VtampiWie?K7Jp@@;YNZ9%zhyH@D!5}d
z@MhhXyL<Zhn9U<DjXmcy+e_)_c$wjCWWwCX4c(wq9f$>qd+XcLd*8zj#F!0{Jf7>E
z^EoLC((jr|NKw;%*7IMbBu;@6pr_uLm@vo;^XK+`f>j*|f;4rulW*`9CKUJ`yPJrX
z9#H714Y(ru86NI*F1-@c{eHLg<lk2`Xb~tHezDvN@3kvZRrDncij<O8b#onXu|ntg
zl7K3(?;l2ml#F~uNaLgI_R-;aeJ||W-L)&?FAF;$+8UE~Og)Z;Ea&~Bm`Da4`9W-#
zREKVK5kIJ3%ynw>{T9L;S?_>sp7+~KgUMdp#B7NndKglIX>xyUk1>ixtZ<HC=RuH0
zC9>W+w?i}rp88P3)E<?hOwZ2cC1nT!%grKO+S^~h{PhLtl}4CiMN8R)bu9vP#QP1V
z*aUEY-XM@Xv>>+zWi1gf+|WdTeDgFP=DbAMEMt;T=flJrn-g3ehg^l9O+BWetGP%9
zVxruDkCBY(e0><>Eq?j4N6cwnvo6@!2rqJUt~4dc(6329d3Z1~`7MI26NOtH5GKx7
z!2j*1_v7hG8WkIzoExL>Off*|KJJQc4Sqo&ujx;A{)VTQ*NEB3gaF;D86Z7p)SX^H
z?67ete5dbv?L=vGuh>Ius0e+@?5EYMIudZTM&s(iO0Ko!LI@bPHL8g5N6ipzOK~^u
z)a-b==Qi_@x>u=F@Wl5u{H|SYzZ&Z?KAdRhn0yp}t2$0Uu1Z3eik@D+VaAXe-86m`
zBacWft5h-D^_1XhvmH4kM8bv7ty3pkjiWm?mFk|zd;EDyPc_qmK!|h<G_KYSPJd2L
zX3?S81DGbWC&UU-q9gi3+1IKW_HU*#Nf)~nzb<CAd&ohG#9ccfU}SN{NRqGp)IB2X
ze6Y_NS~T=|$h{-P!1!_5(-R(j8rb=Y9NET4dWl<gs}IDm->lncYMfXpdo=oL;s@#k
zMA$a!XWF`Ec||pSuP7J0eaMP=&1*wMMC>`4)2Tyf-Cc)*`7-KCz;M~K1}Gf%`#%rX
zzn;4fbvI7viQOvcdJMO^Dg>7pF6R-ZSyW<KZ|_E?B-T8~R#o2+yx_p4z-!?_6p@v=
z7f<HzP_4rb(*7j~0)9`NzF_L(!y_tUsCyD}X`FjZF6+9VAh~^mb_d9Z2$-3o2_aIF
zzr^6FupFpj8^63T%{U^HU5MY2Uc^i`=buoTpeX(%aD(keMEA!#rViGsrl@F#FZEo|
zQB3pUE)1#F2?WMWK^Ov!3>Fow(9J%&+QAL|tM8wNb+zZFw+=*q(e0VODH5W68^eDM
zf!uMK^*ltrU&r%<k4u2L&M6%fYI0n~Z|qfK0pmW=cC&-Bh1s97yQxh9+tVh`p@F%3
zJVyG_S|9Ii7-nvlva)gmt@xjiZ>A{&9hHQe4m_phHv+acZUcpm8k-B<lSl9RiWqJ?
zrdz*3SfuA{VkqPLSWKS9Tm;4nQE_QCRZ7<qB`;+glR0zR9=eeZ_FlgaD$LHxysDoC
zit~vaaWFC#=@6}6wq0?_CW!1-<aOn-bg!n|h8VvMjk%iptk8%DM@7}28=r0f>o!*V
z#^%&6=jQs*ul%oTeSLD9+)oP=!}DE5^M^D$*9sU8$ROOtf^YJJT%bXZ&8gy@lw2u2
z#w7!}5OAUx(581vdI!&1)l;l9t=>1p)x-8`?S;3h8z&)F`DfQ>3tOXp-p3mQg0Hd=
zMTYgKwQhHJ17+2kW6jPDQy2N~%155Z@qw&UL@J<p!G*Wolpn}Ky7LvkBoA_&=D4jf
zi*L_S2|ukm8u|-{BH)F83IM@pL%RF%et<QeQJup{<{U5NfI#3S&o|Bm-mBwA$20z>
zht+zREJs#;<uEOQuz3%zj~X41d2ir(1h2DEflFiYKVlt5{1W0z4&0G~znNHduN!w`
zAm(ww09W~9UT>}z5#>??W;|nMz$r`jjB}_t{3uoD%=tivGry_=_eG+AU9LX{f|p<1
zHPW>7V-aIJiS;$&kMlE1A{%0{Q-@(5r`8hjjZ9`Cd8r=h^$iSA3D$3c<PoxMd3vJN
zonvEk!7cEqrt%@dq!FM+(dWlYzGZE!NMSK7^4;m3`R}iPE`H0q&&rC&f1%^#)crb7
z%mt#KQ-8P=BB^w|M{#FY54$JP%&YsQ5u<Ftd#*xB<ar+&M3iDaqe`Q^NrHm!|D@v4
zG|x*q9I3$w#isLT<jV+Zd<*GL8ohXwg}|KuNuVOKpIj&st~r~Ki0JilEy8mRF~4VS
z;wqX8CMmql;LWdFU<bqeoveG^Va8RGI-7daRmk7!s;UG+ez_6``;Df8na&^5==Ry`
zw)z|T8I5YTXkd;nq=nMC;*3^^=@02#ZazL4h)p70J;pMlS+4me`a85O|7M~U9-g{r
zbJE6r<<o@k&l5`#GO%6a--le-1;q4UIcD)}Vk&LJ`|UI}n=pWjL;i;PkmiI<!J|sA
zf11ozJY>da@Y!4nNVpJu;^mSm!TMO55UxxrS<d}}Z+EqTH`lwFA9|GtSMwO$?;z9g
z&t3yu0C_%K?y>Vt;%mwby9%!(Nf*OtwB+uLC1S#aB67MuIcF8GnBY7EQYG5u>5n-q
zwczT+J}kvF9F!oh_oR;9z{l_LL@J}R-?>ki$tx_?HlIAlqY#G>w9a;0cb^TDsJ^nX
z6L|`jIjZS+4{hW6l_M3ak)X;i(qX<RASZ)sK{R;uc^Qo07*Ns{PQa?JUhgF`@zWoq
zAHbOO3YmM}_C}l-chz`p(T{`_kOm&!I5M=xwYRtTUyUQ$%I3SHiGj#JQFz5i+36I1
zawD=wRuyN-B=8vSw4WhACt<8j2gUp9hrv4YUA;H|;gha5bRM0h9Bz9bD)x_CI_e1i
za<@5<nF^w0IEf7&)z!28TRNU{2|uq`5o5j|Yr-TXlA_^a*`iDs?17xZ$n7@CKzyH4
za+GX1Q_iT85+9OO(Y^1DwkjYl)3}jx4&LZtSvkV8;1BSFgQ~DESG8b+ibhbe?|@&)
zfK8}mp<!V*w18Gd=RLQ7T89425Vu0TRj4Dn_UFy~PqVl{F>fuRZOJe3i&Z>Ys;oJb
zfh&WMx8uqw;^dqvh1-FqitYnBENRq>ot?l>AP3pY6y@Tn&71P2uF*do4}9JiD#bl7
zAHwk{MXtg_|LyPN)uLnk9;!n&GZAsXHBu4i1@1(!F#mFBlS4`p-=<&@xRCOyZ@FHL
z6WZ!xl|0K4nenAnkzJ8;4f*|hOX&6{3i9z;^4p}SI@Exv$B%`eu@S_nA)sVp4*vZl
z@bH3*J1VS<IB|FP+V_{q{AaCu1bC^Au=+%!Z`K0L)Vx?z4HIhzkwY(e)^Kp{XkTf+
zAsp|_r%(UTcgd^aNZ>e;{Yk&TzI<2k9Hs13CH(cN8?<#d3&<pi!WH-g;ywf5Om`E@
z?~2Gd@(&CAB$|v3H8jzK@0k42KaniGI%CGUhN?i*{z%<gC1?l7i@7q>d@8;+rnG2;
zw`^DbG0ZCW@s15{oG4~sIK%EsSn4XM>Wtcew5_ZH52Ntt0TsJ$*mC?8k$5Sw8(9h*
z{?ajZhVxNw=I^(-xjno`nt<!insASZAymvjE8RJ_CRH6%;?7j0V#OlUuLnwU1BsvS
z5a))f@hOLS*lzsu!i$F!fCtiozil@Cb@39%`W0qJFmHAOacn1T0+9mSR4cgi_k|Jz
z)mJ-?q3&-xy?d2c>vJXVVShpX88#T4ohV?-gGiot&J~<HqU%bkwyi8)(5%90%9SRt
z`G$ze`~4QR3uC%3bzLC)_q%1s%gY)y4MX2?0+;c1Zs2Tk@E}tB!VRGQyIcb3aP4Xo
zS*x*0Y<_i*6dMW;)^hC655tf-d>px9N3CL43Ae&$jcyKe!a`TkkIM%V2x(DfPF`IZ
zYq$s@u}YCPH)V5N+j%n@8pZ^{saRnK>_#fRi*QQYR0JupMS0}TuzTF5P$)DVn-PiQ
z@$|z*A1UEA%?*0>VXoh+sP5x;ckoH-ukj=cR{FtCeCG8ZSOHDzhxiznx;ei2eZ9I}
zxTIPrW4An~tIhqWOGF||#H~fzVtXFPF>swSWCSaR$GRVHQA{^$>0szki6{#gtKCX2
zxutI|>3O$dVIhs&Lr}@dqw<guYmo(~(I#nC66L`@?IqNIJIW~G2UcfQhe=&U<E$(q
z(`yY6MHs=j=q$~Olb;dY(=q@^v){K5qr}HBF<idhUSkUIgoomtGilJ%OaK*AL!pb1
zz%rNqBR@kZ<b!Mmuspg|$Cek4Z+UlnVEg85CPh<fAJk9nuBhIvmW<jL#(B5rhH<~T
zdb=ZIhQc}^7B{+mcE&)i8czqOQ%>(^9)?JWKuqj-km|SU!jEAe&WnoS-0QNoe<_@x
zK<{@Ahvz0OI4dKwB!g-SXI}tt#FGaQm15(dNJGZM2RlWe9kky)tR>AKDz^?d|2Ayg
z@{+paR|jD5Cgr<v*IlTj%LV_9h>c7fa^cB+`7=4Iz!hunT;<q(fko3njfT<aBPGTt
zWnS7Ctk2XI2G#7HgJB)a>oE`4NP)rx{e1XKxY;o0QUIegbX`E5!1+RNZpKzAL|@;E
zaO^B>F*T?!L|O~Rowsa4r@e5R#L<PSpsnzjH4KR`fsnF|N|~=tJjK>Lu_3Aazy?0H
zj4jlp4eKJDmK??O#otluuX3oyp9z?mQWcA`(c7AF*0Sh9bb$Nak45zmF$qj&7!%il
zVB-L&2+Q8qU46Tn^(2`v77@W~Nr6b&$m@CxAYSxs@mnLetD*v%8R5jCi&S!+)})O%
z3T7lwuB&KKMT#2lvjCK}a0zcq5;UEP8)W1Umha=zCtNa`J4OO;x$?yj((qUe4sOY{
z*fYU3jpK&?t4tC+xx;YZzz7+>Bm?}EIfi)LQVvA-HfguN#^46ZV`F2J?lA7217#j%
zXG{#R<jmcWW?1sHZ!k)O^PQFHZC8Z^%txjSEBoLV%H3DaZ(eahQBvaX2^z`JVXB_e
zb-D>@1~1RD)+&UYcHzDSA}SQapsd&sQM2Et^0U0f*_L`LEMQ6S5`9v}waVRcCr3LF
z=JwuJJ$Jk9T!e)XU3BCSYNd#`NLkEF+h@tIdIg>ZtvO`<;G^24WUyo3o@d<+;h5JP
zN2Nkzp5M((aLV(X`S{o{FT}xvVV0&Z@SCYC8J2#&fZ#ylkZ66n-V3?)g!8c<Sp=HE
z+ek4o;(0Mz1^B%vL&bBe5Q{l&2>_&<gXSB|JkB<V>}jwK0B!~<I8tac2?+xGH*?SU
zY%kE(JbsVwapq9SKUW2^_{MBgYL>7TT;^)aj?@*%;XQV1dR#ylgK?|t%QNIE25RKw
z3Dd33<Bn&`G>iO*ZADf*1rpCR^yk7eSYXPoH=EI*>$^K!tgy}By>~|k?;)`flMo?9
z@@@Xy{?FUrW-b++utk@_x*AxkoRt4hD5gBsTwGjS0f`r`aFKGEj)8joH&9Hw&Q8MY
znQ-Rt<0aM7`H>La!YA*g2zbm-B;+hQxLs@;E8Ym?kg9z+>6rEdg%LL!AEcHaJgmCp
z*ve%oU@l#{)?1GF7~RHVSVUa}6^t^E9~{i;tfwQX85zYnE>@*tP0x`3Dr}saT7p>v
zoF|e(FjUf~LPib>n}!-Ls3t||Id;i-C{ml_>NJ$NI+G3yB?)SZK@L&t!c@wooG7Kx
zV-l7g5{gO*AIyh`aR}g)R@~<*2)IC1cRt5f$lV5l>{gCkvQt#NtfrS|EsPp)Dr}>`
zaXq47fpXNynp&YAlslQ^M*KH}96_V!WZw-3#Lg~|+X$<=rlxGI$Pmg_b2SDW$m_j(
zBHwJe?=~~xN3MOm^t=@ZYfP@U=fPHWMC=+V4SmT*3_jae-5AL>;rJ-jMg=KRV!Bt)
z9V%*C+C=BRQhlyie1<-p%N4+O{>KVoNNiYalxPc@4Srrt=6%u6(>~tcaRnqh-Tr-)
zE8nehzIC1G$FGUmPSS|jKe*4tmj2qkuy9bi4=f=Kf|l-)8FC^malK}8R+15LQO~?H
z_L>ZXS4m4ri6yoVPB;fgAPQ2|0+@Kmt^4&;2cJ$e2IG33Y772gW{a}xHtR_>@OYa^
zK?Ye1sc*5&%sg4!vTk}Gy$|}S7|Z}=wqlg4d2Ec_^xXvJ+&72_G%OMN+!$7G4%7o3
zF;aqkAS^7IDaxN=9MAoE78s!Jc0cD;GyF}w=daL6v=pZ#k+Cb2@HZgYyukcSJZ}uD
zMd+X%l2=hrHw<4|AOk+JblByER6MTX8Yy-rl^A_j@17j`r&=QQ?otL!jlv!3HBz)l
z8ymA|ZgFJfLUvnt1q>m?WMXc>A$|{rf}3G1q3NkwgyA**rxF4#=awgqF|MmcxhBYl
zdRQ`j14az>3i{R7I2wKPipuA}iT`cz1B|Zpzs&J?qfC3Sk1t<7*7Bb`XeMHz(EVLJ
z^#wjTA>B$ffwHow1m8DLHo$*NgIzUE>(tLm>Y{5J3k?LH>N!C;MFfKL>qc26BYo@%
zf&;zXoe813;}au)8^}$04rCMt8qinLY-@-<S^gb6Nh)p);4=Yq|1X2@iaA}>QyMtQ
zyH2zWX$A?L&Oi7xLl;pc2u}Nf4_L+S=|tP7Z^-E2{D=g;h8yi!AqdBZvluwlhNS{_
zCiJ`In2`T6=_b4(QSbn&TR!X+d3WZ;MUrA_Y@<KLCf+89j31<zjDs5Y3;)&toT=ZU
z&C|vv2SR+TQ&z6{84%Ux*qC4KP&MayANJ_9J}XWtI(gW<RB-*9S67&3OUzCNSA+yt
zIk<r~;^poV23e?ziux4)T!I;#0R9QC%#>`X2_rE!VdiSG_1N}2xbas#DOt2&PNZNa
zzpLjPT5`xgKXzr<1>=1EvZ^kx3@L6##&5wnWOWhQ=`uT$d<Mk;4#z+SG0AjVG_Kgi
zJrgj9KuUGYqk^V3aDN5qe-(bbp_LU}UM&Is4($eTZ2??Md(SInI{;OQ@74s`V_nJ*
zIhWCB9R6>oq<Rf3{}l&tis$qHYL8&qVEhCRDEj3jsyg+FUx)??p6D#(3zrYw$#*m<
z@sa!1Uu}Eo{=84LC;#nGbh^iL%PXI)b4EM*r23+1RAQ0KuQ;L0I~Ni6XD@yO-C}U2
zRVy>@)!miZ*RAAM><<{Ao<HLJ*XWd7FZwZuPlXO_&PH^Sl2Br4>emdx%S&(m0LO2;
ze)PMb!+qn?)1nTU0v}V!4$WtZ66!%Mqs)Own}h#u{WymrAN{2+KkjbWHz6Z=q*-zm
z84H{Y?$(|3*Mjl<4dsw`eDKb_lTV2ACA_IY7j@)>axG<x#fp6MeA&r<4Ps8|2KM|b
z<>V$>>65$njG3~EDQX^um5H7}HY-nRXs-xdGoD38ffy~e=;7MO*y22hc2;;6pA%ej
z^@uG)h%{DNOT)o`mvD`lL)vlZ5Azz3W@PNSb=6q@Q^<-<>iFerQx{$F?(W!;=zQxj
zOKn_6=Ge-wAc{(NpHjx5%!@y{moZ&RB$q73|JGmo^yeDJb`8}X`%UpbE)eFTQJBQf
z1_IP*JT9uaiW?Kl?oG|-!*Q{Z@1vNDS^nJw{jmlcr_;CefK*6DJ!ON)6N&x!_27f;
z`73$DmI*0%z^$4?iIj>LjUYYSZZwZAx+0?|xIgb5h)3ZFSr!9LAZQf(#XV(U&iK1D
z*ZtzWsg?spNBeVbbH?l=Gp=(>3Dni%@4IFnr?NAsr!9U6Qd9^h*QK6;d|Nd~{up$}
zw=V;uj>crYmi)oW$Oo2w|4(IS8qEgQ#&Khfl&Ga*siiu#qzsL9qP9xfYBd#v+6kHr
zRaC2%irR{x7_=qQB~(e%DYdj{v}lC1N+z}{QfsKCTCp`IUNd^;+k4LY-cR@3bMBY>
z+~@f{|8xH5UW4oom@9UPQ7nDf$;0EmKJF%;q@ne|P;YpT6f$R1UK~kCe|*Pab1tC#
zi;<33h3cQy?MbGg-E;8Q_JCKR`p1NM&rZ1c;Z+#7NymFlKBl-3nE@R^m58ud#cyU$
zZCkrs4;57_eS*kN`>tUX*752zIpGKW842ipn%L2|otD?UyF^l@GuujKG5lEUk;S)|
z8n=&kF2&n8Dv)XZ;V?n<if8QU-N*+L-8@EeD&myp4Ro44UrFZZTwK{l_UZmIC6yR%
z^KQBBvyg@45%q;!xQyJQ^vq(r<PyyMXK{W&1>%0bw)b9kw<^ttRJc`Gj@Y)faRh5U
z8;!9_y35u;T;Mpx#F&5=Q)}0>1OxA3IG@$!rJcw9I9vP1Ba@iP$m>i&Cp;BGCPl0f
zj`8k9Ob^l{Bl}yeG(oHaL2BwpZAeu^Z@Xy-ge*=(SdLR=;JKFAHpT?+cwEU@-~P?d
zW?9h_u8l`)mm}socW(aQ$=nFT6-98IQQ5_fX=hwAJ)C?1SIx0Oq{FXywROm!+=_@n
zP0t@$cI=2k+N$sDnI>uybyh5gKZHJm@k<#S<(-6L>tBlrR7Bjkx|>n&CzX_g5Q1|F
ze8k<gCc9-97;yE5TwxHGJah?$SDB)*;QN@MI})W#yGL`4x`*8rf8}dk9&sI7xauuD
z!T^QqTV{)Oat<*s8-Z6NBclV!gZD-_=hj>#a?4&+11a`d@on(SGR}DagGl{rVE%ww
z`gc4%e8YD3n{$5gH6c0$GI;!ee>F7R!T#e&5S7L6<%{hyER?t-f1?8`+c5O7w4rms
z*I{NX=XctT#6+~atA7&ZOKPu|lV>KhWUwh9Puh_5@)?loGQ)C8?+b}y2&n-yDp@8T
zebQLth>PoTr5hK_pnbpfH|H??&l@vwujg8PbR9Uk$x}}wFw-Y2@}IzSzV3mq^ho(Y
ze*dIOZhBd$8UH~)NTAECzi0;9ifKY+dj+1{7uyh?A8h!6Z-q>(-J9Mp)8<{!vP{S~
zPG%dCPT!~@cNs7nw}ft9`v&~>yoHb*c81@(0do4cB46rCjjyi(A($@{OqSiGrXFe~
z8h>^q#HY#E8Jzk}ZnMZk!kKnZ?DJdE^-4IeiK{F{q$$~NuS>&k#tV7QgW#{rG6dZi
zse4D{QywARD|Gg%j(s>Fl`u|TdIpuCV~b)Z9IMb+`_@B}_yX%U)sMD=P-}Ba7ElGV
z?+yk=Qx#^OoSH9&Lsr~?@{GBmj+9emF{E1P`5mdmK<%~z-dWzTta$hGjf3T{ngMe=
zairEYum}qi@)@7rG#}aMvS}?t^&{aMQ<8vkrD;-T^J9Bt3I9#itTKB_CQ+}GYP6or
z8y#Vph&HUk<BK^ReI>A&kbhVz6=fPxoEERfRIqQ(g)vcxNpgmjN;L!vlV}$&q{hph
zu!-5<>=!S_ZyCN`o5qAbjY$QeX9C6B{4%uzkJ9X>Oub57X5Jl(yY=g+dOy90S*kvk
zFH#h%l{d2P^+{Hc2L%Ii?>MRAR}L9faV~!Yq&&X|J<D58YKDG%1K&8I>pUExG8cu_
z3kI`g)_g*TPay+xvgtQ%tuEfu3$x2TITy&ep1c*xO+oMCZ|%i`;`&rbEqY*-EuUNU
zF!EAIptbt>?TA3>wZlvEYV9)Z8hBvO`;r^PY1}zgscjwcp3>YT_RM{*J*H$!mwZDy
z`6-P>0{(K>ZdvMdvf0E>qBa|H7*&x*K!EkeMVu9t{8r(1$-!~JQTcnV)gCL;`1EeP
zNDU?H#cXe-u&1iAtcV79I(F+2uO7geT^N)f8=a(kLz#PABj>X^tEPsH)smhI<R#0>
ze!2F$&(Zt2DxzV%qA|I|lq9WJ1T!8gMl@rw8Km%*{xx>zi>ChXC2U-y)iX%G1NS{$
zH6^aNz%$FbO_jx4)OJyJCTcnUpj54Q^f;bM@y-O4*<)~;V?gOV7cH^N;g#(*E9hgl
zVAt=O2e_WKd9iu?)A#&?g>PnFNJ!YtQ&JxL>29_4>+M~lyf-|HSW*wRHkK#o07^x~
z$vr9TBO9&FvdRza#=m;62p=Ge=p4O{pOi1+0IT$LopP3hfyNH}hXv#0kV)#I?ggNd
z%%BkJmXH<XPoh>c&R&kiZD}q?&?eG@6du!lGH6`;`9Pelf_D_s>kY~MLmCi08!9Y|
z=a(rRT}AO6q|#QZCTHwgg>zp>X57<nu!$jjkPr-5DBIkP$RXm8Wz(lTPcy&%g@P2y
z$AM%zh6X_Uqc62*vqq;>Z&R`{R2+hb`q5C6q9xbIkZOQYOwL|z_%t}cJy?yRiqoVR
z*Wqlhgh@wFgC`Bp+0lhA5_u>s!QkMhz8aAklf&NiDoSAsJ+2<f6LsAdCfoa5DFcaY
zti{(k@hPx*niJLB?SVzC9uz%#@pgTuZ;N81;y75c-~q5A&U9n?eCb~p5umFd|GQ`5
z!zYN2lBfm=;;qEg?6bshwriXU!~B9>y$bnRzHlK`VUvBj*FyW;g;%h{$|nYbvWBnj
z@3P@)79CfP-wYgXACECvZVO`!4({o3B(!O&So-U?&nzxx3ia%^H>)g);UjC4D-~N$
zp^aXe9kV1SpJ?^7kCC6<l@<k;AnXIBA*YHOwRyhyjTMnm*@q?bXI3k%NLh>)_b~p%
zwVaGLp6J!tIzly=bidp0ZpX{4bZyKow6t*r^ifWiSV6*8-p}x6C%;Zg3lw1)6^ugr
zX4@E^WDpX9bt@|+5`K5%4vc*J<4Qk}1?n5<)6y}OhyvH({xKQds3}J)t|xQ1C7;wj
z><zK?a5&=o1b2qI_EyAe#89R||A#Hek?~s*-G{LDeTVs<^W0H4uf(RsECCf4cT-v_
zs-6WIx3=Q%uiz?T&X2`z(aKdG&s)5c*sW3Rm$erOkRNj+NA8~xjdk;}V#DpLrb7(c
zN`S_$H}%fxcCoa7ykdVJpS$?NzgzwngVKNTE&V^sQFM_ln<Wrf9kjo;P-tg3Adv7s
Ij`=752c<%e7ytkO

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/documentation_05.png b/content/sesion12/img/documentation_05.png
new file mode 100644
index 0000000000000000000000000000000000000000..52b348af8a621de7f6020739b7c5dca571769af1
GIT binary patch
literal 74347
zcmdSAbx>VR^eqShf@^TskPzIR5L|-0ySuwPTrQB{7Tn$4xwyN#UEty_!}ojhYU))@
z)%-nOb?Q`iowK{Edw2KlwN^(e$Vs3g5h6iBL7_@XiYh@t!H`2ieF{MM{83^;M9li}
zf_7Gt_ytutL45p?fi)NYEer)!14Mo?g!{-NI!J0dLqVbS{r5nF?2ApHpxz6lM1@s6
z^iJ2|b+8v#K3_<9;fRVVC@P#H-QiltloWzevQo~IH@v%!$J5P9zYkIudVTqmf^Q69
zxYJYkDT;w1>~+frStigh2-NMyxp{mhTIS(v<MW;1E0T>S_5Dl&hxuQM|I&=_9~tqH
z(tvpqx8&|K<AG`LpUFi((%ehEMNT*_9RdrywlHFNAr~_g1tleA?!hR6XgU0?Q21B=
z|5ZXsS!77%V)eAv;V>P?$z32r{)<2Gp&<RTA8l8lbbhby*~sWQZ;1bIXoa=X#XzUg
z9s%UP%1O`x*a14BMYLJbu@QY_&SZl&R1G=p0!+QP)8^#7+!*JT;zon4?JY01Hk{(%
z@iP_JEN2>CG4~K)czmHrl@E-z-|IR)8>;Zu{yjx)9Xt}3Z>VjTk9ofOMe5BLqukfI
zGT)`wepJaOYGqZsKNwzpI7b*L#CjK$cjY>^?S|S-jN8qSQ%;1xSG*!Gy{;a`J$wPq
zA+E^Xi5&sA{w9XPo$*Ja>iX<ZU-<B;q!q2O%*F&GLTO)Y;qfy3&G=lTg#wxu{t{UJ
z*IU@^%XAtW(CE9NvtNx3v~hg?;SYok#<@3R1_7lIx(+dKh*fwVFbbAcgV75%RU=Mt
zV40YNU{QF`a~J?FPATArYmDU{^m8lSu$V5SH}O^m!LyY_crvk)?+=a(Ub3ELkFaD2
z-~e?9aaf%kQP{J+bucqkOHaElb7?s3pu2O)HJ|xgGuodb`~GMDA}VD#5>kpY$JbEd
zBeQmYA6Ub&Ia<f-6msMCOI^=ri#47au8A(YZ+b`8)SN-Zu~r>ru0qsPlH?yl9L_Nf
zl`p_}K1~Kqx2x%Mf!@vwp<83!#OL&}lvVcEJJbn6Gs93+3t7we9g?g@(F~7qv2KC;
z#-UeQ&Md7FUa%p39UY@C9eL|jF#^LCgWLd1_Pl$!#s$y(JT+~m?OQCJvC8b*wiUPv
z+L;Eo8RW;Sl<g?duhpX8`?x}tV1>9Gg%CZZiA8~gn^+?3z`zSOQtm?Gp&ExCoc|i?
z4=xe^^x;7~<(8kx?Y>Mm0osT93mMp|I~2>JGr~F7$7JP^b~ZYo(>J=H`Ggu#;2R0;
zHCJChH%@8;=R(dRo}Xaylkt!DnrX-kW`$PcYrF;A{I12vp~XOr_)}W10%?HIE^~uq
zng&m)4PcRwb~v1WML#m6kYZU<Q11$@z+jM9bC&@FlO#qk$>ebL_DkWU9-z<Ejt-%P
zL>=Ach1_I;_6IY#s^VeOyzIil`8x|0B_*#E`#4m88%{n4+|_P%$uxLeqGyu+RdOZl
z?;N&qKIivu4~N31j}LPBHf0^-pXN<DoDSC`Gxhl+VnWguUz>}e9*Vof97`S!xa%`5
z=xeNJE_yR|XW#mgZoz02s(STyk?|Y6$IaiC-$*vn8c2CAB$}e_LHU9JezwQZ6c%%#
zReuajOb%f*u3zW~?J(&5C}Mp6?gDxl9Yoh^r$5JzIoN->lSGz1$qrsjVR(#6%vIqW
zo`MQ1AiL`~>q(ZSSN`~r*kg3a+U<kGwv2`)HCL?n^mR+!zcL5NJIN1050N4@bB@f0
zjN7G$tKj+bHFc{HL0gzll|twg;{TM>TF@_@^+ZpyG-QH?Wqvy!Cm!Kr!n%*1%*~!Z
zzXsC<$_=!eFnFUNlDhvp{HM@dc2QIQ4L)^LXkY?PNc$^?${0}0QWz5ncq)9=E+60O
z-4U;qDwFIz{Z_AtU=4;>H}>0m2HHH4)O7hp>`2oHDP9oxvhkvx1Cjzs_v6dQ-UA2f
zs{O||#iM3!ac;T_h1z4Loj5A})z`c<Q3gYcrEshIe2D-i={}b;Qxr#sz6i+4w7II2
zdPj>R#TP0b`0sY>A+)h`afq&vKx9Y@G|VTNYWEG~2N$WvOL379!$H33Ba@g^thYCq
z#dnJsjZ~LWi?x+SqTy&fLrn$!jLkL<eiPFq97@k!FaB34TzYQ+nV$DC_D$7NKIgvO
z8~mYfoN>(ZPUv&tO)tiK-qJ0|i@#=8Qc$k_Nhh$a@~A3_ktp4)GXT=K*yS;;lbpDB
zI`E7R5x=#giaGoHC7eM2(C}q1>u64?$^)B(Cty=(HL7XMs44ohK~G7mWFxNS!|R=^
z$2fl7g4Nhr^L31z!>A4*waRCaU*`H_A0Uhup&_4PemPba*9rnE$>cdaxD2$ss#Y7w
zDoaHxJ5Cn!IaoC#39hMZQ2>Ti-+I@(U_PUHBguz1aDC+;Tzl#hI8`yeSVaFht@Bzj
zGe5;U;*n?gA}>_O|A0{$NHV?Os*braFNwhb5xa*!|CwBg(-R(NNyX%kBp`v#qC|I%
zk{&cfk+db!?D0ThamsL1I%BnavJagdmv!Vc{v)ErAt7F?$MuF5-(_9%Xex*D0psd5
zF!-zClt5Ltx~)hw1w!X#S48R*S)kg7<wta(cg%j-(l??zXNi9sIZ<&*g<np$qO%0N
z{^|cCii(O-pk@g-|ABHYgfXca?Sm2zGxb{{#qMa$I6%&-nYAGsFL#Lev>kf0R@**f
zT^){W;Dl}9M1(O50W5^Vq^Is^g0r8#Y3)}sLa+UvL>P-rXg^;JRib&-1m|O=#U!Uv
zz5m1Kp$|<L3(NO5FJ-RIht^p`F=yp`AKW{E16jl}|9uLO^D8)EJMk&JGXo}(IK0hS
ztXWk)VU@Ys_*K{xU2U>{-mNIj^)A^G(SyAcg-q~%Y}rTo2R{)bn7*QC1+uM_TH8Nu
zJ~+(7Yy8NznTA(K^};V|Ow_U7$BOIJ73vmPS4Cqo7wFV^!g^a^h*cG5c|lww`GV+P
zh7}vAyD>PPsXYvP!neN7$W>ENpD)P@SLiX8{?6^kI(Vu!OY%@kw;nHq488l@qug~T
z0yY%E_@=L5ju@eo6g<X2<nXNz=I!-~LezA|^(qTeeNu;hYyCdzFP5!0nEA9rY(g>w
zrR6FbK+udmVDucV9A9FOp#B~3edMQ^Q!G*%Z|~v*5_PfXdvh*(PuV7w#dq6pA^Is#
zCl0V-4+K5GK4Wd9$H187!8Y+t-A-R)*d%#jn`{mB5dUp?>=BZMlRObI<yoz9e##u;
z&;5$eNg^^CNr%oKg?=XD7CX}V7+Shn4@(Wl*V$L7N%qVBD(MdfJNHNeq6q#k(4C5R
zppr3S1RiPD4D#!1boJXRgGb4NmXjG`gjZ@4dUn-va23s;rCxL<RD$wZ=PzozJIy)*
zuBO8HUh53p4Aex{{+?vlgbw!|U+;x{K2Mw|xFbfa)KvT3A+2@ICG=(9_|tVHOAFQF
z*$cE1z0a0}QRrS?b7XF7@2<bDr0QND*lvV<M@EiOkpO_knKB|BjLY4ya5Q7{d2!CV
z<>mc@Tn8;W=38Rvq)Vgj><6sh*X>Kb;!Q*AZ_E=Jo@huu$k^8Lc<ng3+RAIMdFe%z
z;N65icXnMIm+y1i<bT1$%q%ar*IV315j{q+WifIm=n3a;h10jwME6y0ND#y)rPDmn
zvDq~EO!f;v`xfzANv6L^V2mj1{JhiQUL`Ob#jLP3RGMq{W^19j19ASu-Gspdv&3sD
zfVl0tP)zc5Q^n@}oZz+vRDIZW9cS0Cz-XK2()KyALsUV+St_66C3NZT5_RdWG)-_=
z@-E^Rkv7+UG!1iV%$e2GZwP~kX90!1zs9|_O11F#{f;MhyDbh{RaS7vW)}c}e5d*8
zQ{p9BH6wsvx{Ckdo2qb6+9AVc*Y)eL#`W6jQp*uvx%WDPAV$;{KHI~$Uk5LsYO}Ng
z==VFzLxXvckn!ZZUcVRH1BOJWi1=e`jJo$!O$}2If?)qN@k_dyN#$sCd+CS*^meqz
zTcUfc)Wvq(tM_FqrcVT9fx3)JO!3Ex=W{!ibew)1@RN5~0v7hFG!vQhTob_+uvlR%
z^{VF9p6UVP^0{XF-{neRow2QS<9kSxz7MWF^TS6ZHACFo|J1DukNjN2Btok)BxFGa
zbsWa|#M#8;6`KJd_)-!6%&dTi`#`8_8<5CX3A%Nr)eai~t2X|O$HHR!jehGhw0#a=
z^A?GykrTcdZ%Ga2yVyUrDy|WTpkj^d7(Pkzl|n))RgFdr2Wln@ao}3+>%LctpEUXo
zT6d4D#gF%_i<d+=S)?<1PWkx!IA>|gjQVHo*E?0D*Yoe)JKyI>sMENBd|+>O;WV@u
z!Ln?l7=c)Hc#_Ve+U}hNX~RrWwukgoU#URRuXk0l!R~!p!3~lFH{@V9(V)0bI^pKU
zq)9+<%kYX3&2qg=d)Y3~_eXwLQ~TJ<19#Jw9W5Xi_T{#wZdG!RJoHuiBlh4?rCQ&u
zE5H}yrPYop|I2+U)5u{XX2W*AJ=93~S94R=9XT|afIww!%Z|OVbLOy@Z>pnAbA1Gp
z)WLbrt*xwWJfLtpD!$|%8NI%w?2L(L2$=#pNu35%`fbF{4ngSJO-HbvVU7C1<C%oM
z@s^nMBb?>U;ZBm6pRfEiRe7>o*0I_<G^-IQlH?f7A#lmV-*IP1)CYdp=U(*TY5cYA
zy<M_DpB{B@&%6>#O*z@FO@<Z9X{L>eA}m=IJ7}FKT)v2UB4x3@{7vtB#K2v0Rpqzs
zM~(%v?gaPhT*)6EV?Qpc8fwOr_R_^9&lQi@kE4t+29k{Y!)V-zXL6ph#6G(>X=PK}
z|7jAUya~Umeh-l2vC{&y;4A{|HtB=W(dBplef=*6=ZSOIiCA)Z1V@v0*!TRb)9YaW
z1)1FxhpL5hzCTm<U!N}6lxZ%isIW|9wCpEg-5`GInLNz^Rd582%oZ(KES-l#c|yk2
zr(QedF?2U@?2zu>9}_R1_)JdOp2rZy_H2c676IA+7GWmyqL*1T6zOLOSFjf6(ft%f
zwn*JbKTW*AzS64PT<w$k!TX3jX^SUS{c7dmV|dP+r0SwPh?Sqx9sh&UasG_cF~Lsu
znh|t!TeCl3?~_|(aPcMSu}N0w3kz^u)FOoi`l;_8+u3&*Bj*kwSYK4^>H8nL#KN)P
zLkk^9o-S6Q!yJv<7T+vG-VjK=FWfSg12&Q~7;7+Ed1B4+#pSL<A4?lWnl=Iv;_<@S
zYRcOgbFUNKf0qRT#b!6{IeR3;vkC-FH8v%6G&g>Tp5<dckpTH4y{m|!^U_g2&Z~dY
zV4x+j{FZ7+H6>IJI385i+zyf-41x$Jd_EPm68A&bDYhoUAVPM5!2>5S6i0jyhV7n7
zmjnb8X@KN5;wE#J#bNuSk|Wjy;uzBE5Os-=<RV}_KXXk2dB~7=(Tzmh^fS%~YuwfB
zs$|WGiRpVQ6oFacrY;;qX1P~)!r*$eP=y6}JFZ|z(88z2`&%zlCrt1g1nq{mfJ(=>
zNt?AY${u))A+YZxllPE-Uh~{`JH!?(p_4zl5sRR7O)V0jg(m-gWkhIj%eK_YnAgrO
z)_Rio(Z6I!WK2RHNfPOb2!xiEOavdT6E&EOx`_||asQ{D4Nkitv_l(Xg80yweZ$^l
zeWHKKPWS@pG(=fE(}<dLEb~5Q08*unvb(A|!w0C9?kcLFsp(9(H`HwZi_wxdn^N;|
z_4~Sw)}RMj*Rj*I^u#B~q0c}jb@<KJvig-BpEjZe_q`|>7_7nZ>`TwRgfQ^$mFl9P
z#m_W_*l>ALCC=N|^NG3LpnvU_!`P7D#nW(9Qs+Gz5vS{Zfgr^(Fe^Vzc`){8M3<1(
ztstuLGAh#t9%0;IepRQ}%U7nh`?GQ6rCH0X@YjajOYIviap?+EMI%w&dj|<wrM~@R
zOtdOcO(J@GyAU#vg^%Q<pjF_fY$^AdmGd<gz$7QW)=I~q3v3U}tm*^^w6Q7Jl-TAE
z2fyre`h8w4<2-NFMq=&qA>nJ%^tIQ-yt;b>Fl-JiuA!KMf~^GSUu<NA^@J7okE5cu
zPHbN@;<5MM*a_bK?zohcocGS8N22)i{}l%!T`X)`wvMF9XP<lAzZk^WoN6&Sf~#eu
zp+~N2+$Dnf{O0-j1%99(U>?|IZd^!PL%N>PJGHaJbUZi29^GY*Rz5YV`G!v!wEK9%
zQksyM6>SwYB(@SdR08TQ)>kyj(*;nSiOTL-+}-Qx^}80pO9OP{Fr=vK;hdn|_{l~}
zPAW1nQ?*S7-!{+Hb1RS8M%eXH_2HberPjp+aZynhR_6z)BhiUD+Cnx`LJ|b@Izlx=
z7B_~C7+N>{U6rz7^ZNl&99NGNj<MQVW@k6bgOzr}pC4$3%PGf;8vQg&z3Hyr+SM{?
zx!jP5UQJY@fT~$*jm$4O15!OJ-xg9aMLANpilxXyLE{VIkKaIeGC%(VlOl#JH9r0N
zC=eBu>w^mUpQ4N~XoUYzA50!p7>thvj*`-eunh*IE2(0O5uNZq*nyI=lr|~gW0Uys
zgW3NFT7vpN3>{JL^YFvM&^AeoX`oYuo`CRRAkjT==n|B4{gSza%dgZfmLYl?ap60;
zzo<fo&_wc>_gf`l@$<Cgh|PpBqD_qJkCFNYW}nH|@arT&y(Qq9Y5cq|p~x#4Bw-7d
z!%LU;sqt<vp}$EYho?7&R_ckf<t90l(wonrkJgEn-o0^auK?^n#+_1Q{{+-f90kbQ
z=&G3Hvxj&J?(&oir`>Xl<J!k~IZ}WAjB5y9jArqVj9=3@;U>#am^cewop<eLFeNG!
z`U88AWPM0TJacZj>srCj-=V0b6jM8+L{-3ZHPEaM+6jto{nv4?XS0bL6KS6rR5!^6
z0u0MK<$C&%56YqZe5?A-?a{c>at`Q0a9&F(&sd*T9|KiK9$-WY8?WZ-ib5;hA5e64
zr_{GtuVQsPKlJ@R<0>d%*g9DF^i2tG?vY@K<*Q|@&y?ve44>Qf<PuMJRZGu^riQZ;
zP2?_T_OIDkQN?ezTM5l%k-tq~p3%=E1Z~$9J(w|x7O;s*KpKypV^1$CuEpELOO*m&
zh33#%bXW51o2WEi<+CouLw9Rs$Kww7VH{_9;*VyE1cHEr#*22l0IzF_sz?gD-L;Sj
z!wp7+qZ72M1qnrup-S%@kbYff;j)7pdIsJudh*}QhwW$^b}O{W*z2B15jZDhue{)7
zq&>go7+pkh*7+mqs-Q%mj>NAy5jck<zf6+ZWNh3Vh0m@eZr9fm{Q+;y2gmsRqJ&@A
z-N8F7;PZhL#=b?wA=ZTSaFsER!`JgnNp_{<{;!5#BUwjVh7S~m+Pvj<k$fS$qS)&M
zc<Vf$mF-Srn5jyJtrr&SOV?N&9Prl^LP$nEK%K(k?!P8~-g434$`H0;AHxoClBcy!
z@nWUm;qkfsTj2KXWW1WAt>wep%5+~a24N<i5(GImiF0IsVO3;HewapjVfH6F7}o$4
zq{sCC(Utpj@E3kdHQaW|P*!a?kotw$SRiRaACPKaL=>q)7OGzbD%Wo`d^;^jxsHyP
zoGV^)umEwowpaEgz=<mv^QKO~x7``tX-8jf`x6W;M?*)bMXZSo%6Mbra=R_|O&rTK
z78-9nYsY<Sz|s;o>ZeI^q2wLBijI3QR{CT0KCP4Zk{;V2lm&a+0c>H-e@&W`JQIqr
z8J2iCrFLyM+tpBw<+YrE|1LJPq8HLGYn*Z7GQ;r;=;`ulFci-abRW%PA6P$tABf-O
zWAkD|fLqD>mCl@f<%ev4Mw>hNhK-M!aWI>AQPr#axOkf6QiLT_0bxnN>ee0ib&#Ye
ztXJRfU!YnelLBgk<7CGOK%Hz}v`RK%v|>*6`cR!YY-MNN4=pO9vQ4eX{Z&;hz_lf(
zRy|Ah25CfVDVO*y+OL43EP}s#dz60T;$xY*eW`^Lx3sR8psk%O(w{rHvfeo-*fVBD
zLb+?B7|)}h#$LxI)lRj!Pz~*2<eXOt^Q;7~SkaB2XU;Tus~lOeppE-jd}O&PwY~dh
z*Plp(w3x2vydJYztPr@_u!;cSkm{s!hd&`ZKE%=yeN_+|ioU_ZgkuoE3W#>l`WLI0
zieRbM!Meb-xQ6AD=GF23!C)1Y4aS${BCHdCX&6t?YXbmzvqnyuXtF~$sFY~vETSPl
zs_l$GY`B?HO2`fbI4>9<V-fZIx;KbvWkwQMP2FUgCw7i+cg1^qV(pj_tA63GQycBH
z<Z;KRvTDOUFrl*RLwmV(Wt5KD^HK&WL()HQ{XKuXm@X?o7`9$Cj5L=8pf&=R1?@qO
zTB)8kDoM=-f_@Jh_%%v3o8<#Y*`(YRbycQs^M0xAzVHXWYMy+SuPeqo`QJogJvHtO
z8~o7D00Zsv32|!2LH1)Za{PWNiQ$3C_di8tM*Y;Bs0onGZTc26lfM7HU9P+%rNU*j
zaQ5WN*kHo07&BJL##5?sn?NgXK=T?mE=m}*Vz+Ze^QOVvZn_ixo0cuE%e4-}ychHB
z=KQp(68UN!M|y{ICsTdTOKqQ6GuZ06y+xlek0$id%3r=WDtqot&$JV~kFPsRtUl?S
zO+~D$=DKn2>xuo@#V!;|$e4`N^n9>fVkh1#hSx=q`R=~Fg0H$und|1xS=g`_cWh%0
zDLG?SFB5q*uECkAGc8H4M5V|47xe^h#h2dOw=(QQN=N5g=k~ss$Klmh!p$PFt(R#E
zgsC!#OznHSJ|Lt(?aA-@p}5s%e-Rh#BP)<Rzj5ue4^E|-Y-Fs*W904Vs6nxMX4C}o
zBsNy@<=UMDEBem+8R!6I<~(ik#;-MY|LF50CYF9Fxtt*#pozsP;o<eg8AeP^`r{2w
zI#J+60rt)>-v3gGTS3fWgbfw5B6NqXkM8aFHkxY7WXbfhKU0%YH2-;69W_bxDJ;Bn
zOGHYlUkg$2WPpU_KBl`Ly60q%2JchJmr68jA%9T-N#ysY2f|q%Mn~0zg8Fa#*et47
zVcdM!m`<I;^1b3^TYYb?yC_)>%BfT`0*^+2o16P+zrn&xk_CTPeg#;bOdehZrm(ia
zdxboeZov#fQbZ7?OY4ts6=^%lCV?}wR!v66S!*5Byrp=Ro~>RSUDev+22p8(y<WOW
zE!}md)mmYg%?}A9sYu}-&&F$1RLpeJrnTdq>eppm&$-GDJz|ZWt9Sy8X9bMic7yH3
zuVZ|Yru5+kqV+71QfKhWA8rvu1copLrx!8x!WZ8<$m9FONQrqq{}7mS6;>zEUyM37
zeZR6H2qDdr*jkYI;a{~&51I|h`hXB8)oX})Kcfe<zAZ20-+8(Uax6q=p?hD8=g@s2
zE119;^h0dW4->lw{RL5Bn8@Z1yLE^qsoKH}!-985L?C_Yg1L9wrH6>yi&#_>XQ2o}
zsazZ#t#d66HbBItTVbH|EMKQC37_~}qpt^hB{4}X=K|=TAX7c47#wc6=3uO(sG}js
z<dsQGrI>s#@fQh-&~;t35wyoQ@3^eY+HkHKTSbYDqk4)T>S@-Rs@Bn=*x;S%$1n%~
zL-6pRWWqRe?#=H$Vgy{R7rV|;@kY#j&(q&ydW+T_0-AgL&I?;X^Dy;XJ+A<zGEvIw
zCwOtTfS5zKn@+PBEZ5;M@J%ScaI~qF{GT^%zeeWdUYgshSdw)bTGT$bW0P-e6;t*?
zCW~P?lAyFH!Q7|fT@G@(&+40sw+8{c#F}an6W9BobiK_Dgd>8$Nb?UrOA^+F-`<Ii
zs1ac{tk2R>eD29B(zt`c@zJQ{vl6n1vF^x}tJSLx5P7~c2Dei8pV7~c*7+yjHnS+U
z@Kc}u?k{Wzk7E>Yp*A&2zV+a^lY;~f&GuoQC<X-+-BEnNL!598q7c7|E!B;>FfQ?R
z++azj;v-KEK|e2AwMm)olhEh*%`yQ>?FLbYvS1v6k^V&Tn>l7!FYg@o^`~b6=8FV7
ziz-IeVQ{0-F7EEw6a~WTkJqf>Q;vcWpHk%Kd|_yZ?{c8trsUmZO+*bgCN%3>-RTZ{
z@=w1y;@{no(A0FZIo@Iu^L-wGrx9*?f)37QYiyc8<mX)NGTfo)^~lh&v9dqG;KGg5
zGvTjf-tP&w6e9d;@2z-XXWgk5?;rJ6MGMOtuaf2Nsv77ho$W;%ewwTEwSq0WOlA8`
z^djZ1@;n<o+=qjV2u=**JGrJ0Hw_(0o==AuFX8nPlA~$})#tCa7T8}i2|h8o=E~^R
zAZ2$ouWBS;N?Ohm#s~5&HD5rX6>5B~s^QAhGsIue)css)bNKH&jDvVc>kdgI2wlFa
zCy2)?%OBY1)&+F~xR6j-&6E6=y}>WOw(ZYe;`20*JiFyD4Ikp+(L1SYyV!65c`{nl
zoj#(*oBK=h@brkPVdL}uw3ZifbP_I-erIsK5S7Vl@2fP>%6A%-)o`9(AgO00`vbhk
z)xfxWjXA>wD_k*;_+p{+>iwN?g}@wWS+U?PXypF_uir_#DiuqMjzYL0UQp(vUf}8z
zbMNULJ1gx}GpYl$`gXbq7Y}X423kJSRA9L$V%lUqeewF<`ADwk%Sig;Pi!vuANhkv
zQ;_}RlMASu=qWFKgg%*gDQq%(BgWKuUXWNj;tpn&yt@decZJ$`me;v04OGI_&NhED
zNjPi&L$rv(b_;Tj&XwG;r091&&~tXO#j@img~E6Wsj9_oS-R}PdAPE@#+McMOIE1o
zOAES{VU06P+Buc|k)6zOJ;%yvRi%2+dKn0bAJpf9#=9LXMmvETlj=v8uNc&KdP!uG
z`Ls~U{^N1zaY&L2$oIXb)m{Ks>vxx@Z{jN#BMi~VCa`a$Yo6DB^|NA*p9P*?*qOii
z!u#N6O?x5FSdDY`T4>h`lD5FSCi>Zy?ExII?!s)_&S|F=nc6Iq?=#uUO+gE4jG^QF
z?RocOce7eE@frX<do?r|^K7oA2i5zKsc(`Dhu~Q#4%7TV=o9nZU?qa8r?D@pkMxA^
z$&2AwoBU5^t+swc5Myd1>6mpgQa$TvRjT7sex)J{CY}7u2+ndBDLvB}B8jQ@@|ZJm
zY`)RHl5v%Thb9T%Wcp%VzT8#ExdrA?U~l4&%i%IB0>4dQEd?gRy=$m>Nev|CJnUND
zvS6Zm2G=ukpZ}%p$;U+d2I=zG&*ma6_!7yg)=941Kb5fg)ICb_Ra4(WOL_G)39jb6
zHTlLdI!`=QW996NvTQLaI)3cY?o_$gs&E?&G4&35KD$N=|FpoEE7_zJBH_CmwfCYj
z3YcGyIl4QdY{HHHQ{yNnz(y;L&LN}(o8E4O%&CRrn@q2WXS{x^BNGCclDdrp{%)(g
zExWK&yFdImv`WA)>(<ry#;ZmXN-T~$Dl~t?O?L_FCo}ADRSJGA{Ufh&&x^L{m~%wV
z#iHb9d~Q?bt&*yl(lw&gz?2`HaYf(zIppLEIhMQ89iEyh{naSO`?Qs8mpc`w9rFzF
zK_DsJP@K1^w*NXnw9JZ4v(DYH%%$_6+|@Sc`5Nt;HHWVsXX7acni_b3j4%vAw?IUf
zT3@PMg`vnnG2^_U&}rJaFVW`rVCni*CZok{$(y?*j91xMM!V$iZl5wM3n%`Hh&sn}
zhXp~%A|jqFQE*9O7zI8{w?|i?^p2Zhr>klLs-s5htP^dukFQsFF-l>(0^YFDAG%VZ
zQ`z3$@uX`}a71I$t$JjdU*P<WqtuciEL^24F=vCVx&$zubUo;{h1Ggie5|f=CN32S
zsG=Xd0T~gML={tA)i@jOR;4>-bs~Uwq2;w{lmSu;kMM{|R`S9X7&%|Shf8|1CzDyu
z*{+r%6~T^HCHJ+h-g&>d^dE*=ifR(IvJb5+|M2m{#(Q;1gIa-f6TUcy(s(XM%NI&W
zd#50$GHbJqQ|vsi%xFD#R3k_&=LJ8Rf)mDd7iY3C-0Szm`^@Si0~t%j9n!LE2Lddi
z<xr1h^|e(>s|=c3jgnm#5m0D$dM8+uac0tK`Wg*1FiX2-2j2dgCsz(MFR()9Q~P=>
zZn`jE9Te6$KVKz%S7Z?GdFhw}ALJ7Hs{sZ`s_m&a$DH%WlyFncE5U0xE!l!+siMp<
z)6Arh4c(~Bl}YSYgA4Sx3BI@LIJ8W^L62*frLyDFFBseKOvtLO)Hzh!0$s=F-ec|c
zTx0FU$3MeUnR!K}g&8*FNmDK<r-OOkt7C|{N2v)kTa??)o1bWEYEF`5@vo*qG_Er6
zAaEmDJvI553S(Aj<2uZKKB|wd?ysTzJ81hY$u{#3V9pD&+Mq~K8J+8JIcn_KHs3CP
zK6{~)1T5N5NJ>mlJVUcnYXo?=%B>#iZXK7fCa8vs)1^+1S9azgA(#EFmhdK0rE`i`
zEU3^KG&ElKXkIRMQ}p#(C0?zJC86p}U|NXHpP#2_W80^64ZW;Yi>*j6_pDip&y$lo
z7shuiKvLVp2d?UqghfMQM1ehkxcRs{ntRl~ar=_%EFK}qUFpI?w<G8+O-<-7^VzLk
zuOXaQyU&VVpH_L%SkphcuT^C@{wWu<OyzJL{l($A9<%wX^BaoG-JjXjXU$kwqC?MX
zo#TTA1lr=h7QkFq5j3Gk788F;Aj)ooWL782Y~cixy*kcJZJ4vBpJ44xsmkH|3GIUT
z08~CA(h0Feq!n;a8!f08>uA);kQ3{R5~jU%#CUmqouL%#&K}gQHBhj1BD={B|6A(P
zQUmHS8swX_%QwBSc5I^SoN(%XuDu)rcqPm-$Pio}2rlVQr03#S+tIg?QO#^u=P`|w
z1wH<D0j+1^0g49VBu_~Y1<~Ws)3+B}BEfclXtVcR#yj}hc=Z#cZ1RSz&o`jNN%cx(
zU4ykNy5ZsCcER$nr4VCGn<XWiIXK3_9MRQltn9d;y{}KziPa^24*MaJA<reJ>GOWs
z^aPCN&I^J}sMhmvGK^X{!4(s{gz^DhjzW`CWerlci(dz~U7g8Eu1Pflj`hnyD`zJe
z$;zdxI3f2jy{U`9zQ5XpQ=b`GQSdf7VX1OowiOe!Yc^@k7Q0qdd1!TJ(_)_Jtr?Sq
z8W14ub+|HIG!$nMt(6{6xxZDY#eb^>9`pfb&x1-Wwmdt3`gWEWL(R;2z#B-)k4EzH
zEF3|De+CxVmB^qqzPVE!w3`?|{BxQ_q^nfLgD%P43LNsIQ;S98h`L5ID(iUlZ7Ng3
z%EQ@}tken6iSsu|KJ)anBwAQVlDfRE*gdylS*Vm*5Q{Zj|Fxy5_euxDhfBCWROnTa
z9(EzF@LN^kvrBJ)0}k^(t<l8m2eZ@?<+(JMqWkYKnc}gDd(7L8MzGx(x=^4FWfZ;G
zc4sF#g$1V~2^k&l#PvumA&_PP+-H@-SGF@@b7DBkK=XaUb_i}@c6Py%M*ocKY7u8S
z-F9*`BbmB*<_n*ksi?~Ue;0WO*OLgp2s67@X}XEQqjmJfF&oZxJ9X!_x0+NcjR@Y9
zG#-qqQWizi!Hw^R)ClmJ()FC}ZuIwKE46y^SCo0C5x54{h2M&iEPy=X&HrXr%MiDX
zC(g{UrD-)F|LxglJIaOL*IK|#uo_|ZTsMFzsi5pS4*AoQt2lr|VSU}If_3S@1qY!-
z*?MDQ-s5m1@u4RrnTLrcH#d9e$!U<IqNMn}HpynZd*yhQ8BBo_BdZ&L?k_ucs52=S
zkG~>0&kFwg*O+HP)qqH;fP8{qJxS#(a-aL+#wLU|oOJiv=LB<CNA0$C_pE}CHjaEg
z=Wur(1}3gB-<x?*U}JOUOQb6w;7n@iE6t~KL+-Q7Z#PG_n`WaLt{6%kQ?!&QEaJCi
z<?E62*+;gdRem`~%6{<caNBsHc>or(@$!v%uWk$-hnB8aSKm>#FM$ym1`Q}1j1FZ_
zB>n{kU1RDN-;5^MO7&?-yH`pH=DaG2K>J$}f<zCwx@2G@a}J2vJZ;@xQ?&w872OT8
z1iCKp6<_MRsCbrRQ{TWz|GhS)+lUXW_;y10Dph%`r{o*06od)kIB?h<o~k&uwR4}~
zaN>;4ixLT?`^Z8&d55xmo$}sF2ZO~BVKDPYhZlRUs#L_hYXJ=N&H^c*ovc|aD^{<(
zu}o22FB+w{8^PQCEv>+IvYHrgTbJ1}sO3vZx1)<X3b4M0_+w$sl+1ko%1>Z?yw6Al
zT{fOh{b*)c%;hEHo^Wt-zCpVCq-8fp93^CdC`fYf;O2URzudg+L^Z%hNBF18aZAT@
zjblbITR)5{9Eri*X<w)0T}z5y#r*RC8#WB>qE04ge4rM1c&OEorx;YJcu2bID#E>=
zwjlZuDgF2^veEfzwDFIP$$%wzNh{u}WI50PrTP0mAOBKr^(4c0w?l!8snhKr<>t>(
zL|7+l?A6XxD!=&#4<Gk_AMY<_BIb=l)E+yDS~Vy72H-K<rV_NqFA!w?T&XKNXDuX@
z<Z0KPf2M^+`Arpo*?gVc9LqckMI3R}{5uFoE5OInm^T8xH@f7%TYG2u{E=~N@l^O{
z^RV1eJk99ELy8ec=iJ*&jL&Woi{J9i?PEOrsKbtYj8oH!u>Q7sce8O|*7$9=whbn{
z*z_}MhkFWX$?+H}OBmF4ihRvS7NdeG7d%X>CWW*cfvL&YI{|~u4x^F3-ea@gvC=0+
zBAdNY7>_E^OnmzaQ7*d}s$WI7yef!5n)h|K%XSP~C&#fSb?6Qd16d!<Ealt{p@hKK
zaG9+WvWRMOuG7u5nCgwQ?eCLYl6(=an~*`Z@WbIX`|^b*7WAYqjx0Ne@4-AmTI<jW
zjIvcMC((5K&*@JgMWe!FZO$?Uv|8c1La=z~obsm!oLE*~lQAQcR1vY=^UC|FtWhrE
z#eQlBG`8kgpXQ{NBzy&#s0iMDTE;chWSabU$50D|jCo$0OJBcQpBas17@9GUnO3}^
zq(vP{s(8u;@P60x^i;2}sUcHYkuwTNyGxTRZoa1)HD6}>u~6}J#*}|vKYy7M8{9wV
z^VjPsS0sX|wh@$9?hd;mxp`U=UgLZzPOoqBSpP~_g*VEX@c3Q$D$ppTLAguWRTH=`
z2-&Jb^;+X9+|k60vXL2e78vtX!fG;p0w;OT?}Or7UMnVjABR)!8&_y6h|IJheQM9C
z8xp``PamyuW6y4T!C>-^l{&W4`(^#Evy&;7+(ug<yu{X+B%6p)ga5D--dBx^T@2Zb
zh1t^I!8S6>-3whg2maeTR+CRPlQp_r2W}PIpl?njES$Ddz2ZJMN>&YgjRK^^WedO>
zs$>XTk}DfHM?(fEVt(Iqb{JMN$7)iLzw3~L{2~%GwQ@$@__baf@{Q}2IC?Ln;{lvG
z=LMHP(OkG(M0zL)&r@GMc>RNpWO4yiP8@8-mwJd8J^_E=PBb}MO`nalcI%Y>Y`uT`
zuWeg3dm5DOC|FHQYelBK$tL0pr1@4JPIs-G6J}iG)1@+Uxc|-Vls|}ceg6K)n3~jI
z;0v(di@xmj&{IFg!wkb{kJ^&d*~@S5DJ?A2-M-8vv#Hu~{rhI+z=_TUkQYy5pQc=e
zpX?hRk&sqwXsd7hZj3-gEFM=`SmsrCegAK5X7DgwPk4mPAi6vw$OosvY?$;LU+P==
zO;e?tS0-|KDL#?A#yKyTAu~Sc_k0j~JaC_^YG4ri*my;3{10!2(k}CTv}l93X0zur
zm27Jw8@0STZTB)CMtVH@I(%mf@d=lV?ih-rs+C`-8od1@WXN1+epsFX2xw!z1fyxm
zQ9pTbN02lIp(|Fo?l$jDE*Kg9s_X<CPPCm1j?WM2>=hZG$Jj;)DWNna2}c}Z2RXbO
zo$A+OIlnXf3Y4Xq+_G52rI@!~T@ub>F*<JQ^6@P*{p+`U&6-f{b9Xh;6Rv?7Enigf
z`kj-=b7023^O2{aE3u`wZp8U(f_eGivlW3`{$A;q%oae*G4lGhweDQ!cT%Aj{32F=
ztI%TG^J713%k+hvWE?Ro8DzW%SU63FvXwU``kwMfM@bd1WLBsFWB83D+WiWh;gX?P
zJFi=k@$p@Z)pKAuRaMdfoVufXu*75Sut6458GHLeTl@da8ixj5s$VMq8cYTJ-l##f
zx&_$}Qy3v7;ON~sFHdJ2+!0RJdj@wLpO-eYx+ZPB0!_ymL3^MySOzr-{`&j=2k9<0
zoS}1clPTi-+?I3_{&1!M8omLQ!jk>E+eU9JaRxkPyv3|!U6J=L*{0m)x?XG-KiR5>
z$6_|vy0_QjXTLGwUaC$eT5Zy)fQQ<7{>f3}K#qI(H?`iw2<hbdKyka^!C6&PlkwL@
z;<>BQK4fF{^1-opHFUxL*rsIT^VZVm8m(lyKdOHHZ;f#J3`&8ayuXL+#a)no1-Kyd
zITJPRNj2v!#Mg5j&(&_Yn`Aovwx;_)?Z_G!Zk(w<4nE87<1bOf!Gra=K7_`_V4tnx
zcF3afAh70%(1<6zI5i#~vr-$FYR^gjPz=0!RjMFM#k;5MXVL<AJ_GJ=S!PP#=C6sl
zC%vEWA&L4UW8ku)mCDAU+Xu4I8uJ6xxl($bgxH36Z9U@)3O7hC@hDB|@RH)>mPj@1
z|IPOf#w7j^@f#7#^S>?>i0-kY{BL>~|No2UjfnVvBaHulZfG`FB3oDju-I^Ay^ItJ
z=lPA1j$Ns^GnSM=#7~bgDjM0beynm{{)0B3qi%4pgm!nA_jrED6+_-wEo^0ha%4pm
zbc!|U8SjI!vpfIBr&Wpt;QH_OM%o|T02yTUzkjjw@{1++@nG;n6f&E`xl{l8NM3B8
zoP^b~ekS|RYD|ew%$_;5KGh@9@FB*0D0IXhsfHilALA1KqvUhH1nyZ=`%^s<=e9C`
z)Mj~|Q>ObL9iRD=+P|-{!UX*@IS2;$`{PsIX=Z;BH>3ZPoBw|uv$Q{~P?zma<mXv}
zJ*@m>flySL|Kk?142xTFZt_G`*8AJXfSClNzloghj3&<+tMKvArav{2yNlqi7HO%z
zuX<eL{}`GKZVL}*QS(3J3)#(x#M^m6W*SJT*^Q5PL?|hN2e==5v>fdWH=jmXW3Jmn
zwfp+UH#3n+0Bf}|tU7gcby=L|G+ZlFL!2jCpmcLvjb2;*0q!N7{A5$Z#re$$dK;aC
z`0=(3UN;0Li_240ra!Q8_i~zxTZ9b0;(ysZ0T$Pa(r*&PU`}sH>M)ZD`PjGn#+aJr
zmmtSyvm7+zGH4m>wBQ-_4^2On<mEOu<8S)%ArmcBOz)~TAR+a_(J35b&7+cvUpRA9
z!LSMXp~IsW9$kJ3rMKSfe68`k_Uee4aBCT{xgq0T!VgA6=}LS2epeC$s<}BTKAhsC
z{>-)@4+`q&A}T?h?KG9p!4!b=T@mdY7bDH`#BO7A+nV>!64rCfVo`mqcW{;H5BZKj
z;)BNjqE+&`A|}*-axtO0#J&q{T#7^@t{ZkSot#5{P2T8#%Z`LbO9aulX+M>!Cvo77
zx&|7|hToI(Sr%QQX*%Cthy!KF#D1Ef%rr8Joyu2%Z}tA%o%J~m%qve7{*H+MMBNYC
zUT@Op8cgE^{#!tZItIo7z>4{?V&;5$hrzqQE0rr$rfAUYH9-Hs)PJ(mgS-E6{@2m8
z`iMghvG|)@P?BrW*^N-I-f;g+qyG~R^s%bkSy><sg|JQZq&OD!3>3f_xkLKLCIx%n
z{hrXi55vcNr;9!%4o$af5izCaJ&OJ%>?bI#(w*Q+jcom{8`;}iNTBfa@Ian#`;C8X
zJ-+H-nY2QyVX&fUJrv({8@y7%$5|>X;piBDS?O%E+>RNI$Djb_`m#;JOF_<z5wDwD
z?F+`m#$IY7zGW$$EkU?M9eDc75y3}noxiXdP)*@sv8R0WFDQ;RQFxqTL`=~VGokk0
z*s^zXQ00~?b?b;oU*af$ZR_AT?_P$&A9%VNd&3ZY+dRzI4AZLbLB<awvQ-dPTZ=`!
zq5FvDlP+kyg|`4_N)yW6e20#0$|qE}OdNvB3%_mrwQqbBPq1fuNNz1EC}yN5Ln^k&
zx~fYPo~(t3=fQcS>S3o2SmQLHWE@pEt_(*eaNZ0r{0dL`&l}yOTtB>4oSUrK!>hN=
z7JqGyr<9#(QL^F8BNN?fcY8Y$Y@ZRe&|_QeK50kQ;20|34n@M0mLJ@e(EDkx^j`yu
zM<ZI8x&w1;(%)iRO`Cir<vuKoT9DM@XX<ioX8!rjy^iDVAQ$RV=M?QW15u3)&IhBl
zGI1hI0zJU5lqPtuO|DN(M3zlm#Cfc(gL|Kwraw5q{hGnUL893QqRn|SmO+<W9NYyo
zk#N8iLBlP0VP_Y8b082#YOt+QY93KYNGQL6q~E&g1zuj@@*nAj*R`pMsVRXnhd^H#
zuwVC{KV-DBc|y`LCbdL>G%5<IW+%Jg!DbNNi$v!0`B>doLI|g?(u$+oBJ$S$0RZqF
z>;PUXn|DYgEv)e9Nhy6>LG6Nq#+-h-ovu~d`w9_0*gzeM+6*~`nU`T4i9%8+3?e%_
zQv8cMmvx+%mWaK-ZBbItzgvv7Cv7zh3*@_Hhb@z}ibWFae0VXY*KGd@SshoR%0mD2
zESh)Nflhf+SmI#6JR@15smw>_qTHhqjz;2m@_?A)@U$#`QsaotKzOUO_ILuG2ER#6
z9sE@kN5bS#r`3eo2^>P(II-tUXd3arRYETl%Ib+ArrX6qx{gxN(1^hzxV#qI+w)7o
zC=k@v2*GlFb+i7^mMq@<Y|hdmAPp^Jf<#>;ozsC-$_2{=kBbUZ=TIrIF4=?LUg3K-
zyJ%S1*e*a2XE6Oj5}(fYcBX=w8+MsGqlA}M>E%S^@x`{t6WW=*^P#~YXf{4M-MHP^
zN0KAjROW2~+$FPUXR*pT=TT&dY`=`T9hj-0kN|9H>y+?=DbrTPS+l0rYHt2lo{vz|
z)ei9AY{w<q=pq4cJ`0`dv#zF;{@RXrIeocwC0?od^o%>+`&O_?2#L#^;iUh$mQ6-w
zd`Q>-_M&eB*|cj{PW|iW0$G;n(yO!L*}3CvR~cVMVnZ{Wj6tt?Kg_NM2fHiwUI%_H
zV0}-&CXtqwcCmaap5BddC!F+i^^JPJvp#*@`9iGI+$~8%S?b^fM=r3MBNO+O{wJ2(
zcb#Ey0@l*^9Dp{Bm6GCA^HMU9;&<P*R9dC^cC^ueFH^+O&F9WE$X9jtGmY9Co?=94
z9EW9>($!vzriAZe;5B;AeBR}rX|PwvKcpljKWC3o$=r21p{vd9d@A*<)x*=Xr*9S}
z6z-7@rUoP_P(yPj-=7=mPm+8`)@ZX_izrdc>iS(p)C7;J!4mlbCBz#Uop?n4L$cs2
zZnb-1Lx6(r&w~({Th5+uubZpCNW<oa$~ox)<?ZiJRv-o{IvI)lx#CUD_=c1&*n$qf
z_-dK2hPPaR{PL=GQmRhGS^gnb%U<jEmDIa9bhLaolu_m(E7yKzI(V@_+?(VE>!6VG
z>U7!BOUTH?HTryKU8pjBMyISj&bJC-T!+Y!5QOw*ma+JzDZW}*U>E8X1%=0~Kit%K
zs8s%?R;>{yA4KP_w<9p~GcofSyZPUOAHv4A|D^<)d<v6yp{~p#3|;tN;=1N6z*GVI
zZjv@+4zCi@^-c(0DCgWLNxk{&I?K=mUL^Cqh@Hq-by_94&rueoK6t%jdsD-+{<9oV
zYn7+W=DWS=-`!<O{xpCRklx1kab3p+!tG@Eqhdx)k}y2mdt;#Wtq#~!u+ar8?yYLT
zepqDh+HEjV1(ZK?m8dvmBPWMylI=k5Q3IF^c)13?K9x-ZYDV(WZdwlYLo7HpH#RnS
zmE9gL3`v^HwQ9;|;OYcNwdUtm&lhYR^9cv#h19zGAQ9v^Hyg}bZa0XL)2aov(X}kz
zqj>lmhWX>-M;qsY&D9{2b@BeqJet^2|L|+{?WT3-3yD)50X@~OMi|G#>hSoa^q_Zo
zPnCCZ<9Mk2%?kTIK5pX2<H)6pH<H$nzNEJ%-+%zQ4gd>sNnh9QGhTeFUuV3L;W~ou
z`Kd&fn?QTe%CYSaTjIMhU-;wIBm!k^j|L>MMdWiagJfuj+l!g`9+Q=aE;E(UjPz?t
z!0J8IGp_DL=Wlo=37Kd|ZZ{G)pXXl%ZnPxw9fX;a?E|co^Mgp&3jaP;!u&Wa-u8cT
zR)xF8kBv~S3e<l-cW}I)%Ko!2wOK0)r$_dWn`<^jDYIF39aGSYwKpsazN)*?;^U;B
z`aTxS+bya0Sf}T<UDe6-bilQJuG`Y8U<-c#h|rGOcAXaA)|>KkTF*vBWtiMw4r@0o
z_74N!-#Ur#(9Z(S&t3|4P-p6pFMIU8tIdGeZ0fWH^oyG=Wt9gU@4!vEOz)FXkxcZ~
zO-H8o(hPL8lI#7A)NDdy9A13^xC(ew;Vb>?t;$$?OQxONScsCVk9oN+AOvCt9&`D<
zsjd3E%eaDN5+0Q%5cG&AJ5%NVv`tjru-mHiry9{bx3B*iz!II%u5;=IVIV=!x<-XW
z*uA^cN?%{au|w4B)rI4VTE&MRi<t#TF7^E*ZSs7hDj*f5g_}9M!GNh@Qd(6+NuZq5
zVFOBJTX}Dcs-<L73SDtStAkcT>5pG4df>Lo7LA8)AKCN|03fEVPdV9%SlDTP=HNG+
zMGO+XnPu3GM`G3rd#Tdx2@c@s=#36WFBi-sgRU(S7OQ|)FB9{fe$VKKuv~U03*Ezo
zTA)M@n&5{}bgE9BY|Z2PjF*j)gjh28+Q(Iq6`VHeKH7Xs4(?VdWEForX|w4tkG2c&
zoK-;~af{L`VkNsuC2x3TYIeYqE6b6q?-;d`DMYdhX{rLgY3oDl1$u1#Et+O>!O+oa
zrYzznvO9t7393^q6?qK~t<S?Wq5DD|y0l^Vk-iNv3=0c8b|M)CIjY_Ont2bt8jl#u
zu#R>b>bi(871`$Vf;GJC|8%i39<x4#xhMr%_Q^|~g=L{vEu6V__z$PZP~Byz^8?~i
zE(ftcWS})%Pw$)07VFL-Xo4X;wjbf9NdGa{QGF@D&nHY4KWWeJvGm#s_c=!_k2PtB
zy5r$x$xJ@0;{U*&?i5d9i>@L*)|g)^B{r?~e~w0Uen@_bCtIFj$!&&Otn@aOp_NnQ
z761?P?veq!6+!f=_Bn_80Qa^nK@K4xmxXSljio1V!p(}wB#Di@ySfhNFH^d{IX^Xp
zpoCi1dduTT@5$rX4H6q6%MxXieBSdQS9`y8Z;euKj=y8pB`)<j6L73cs|q~T?(9KN
zs8c=Snua-AAX1CG3Cv8!T9b*2t|paCHkBaW$G?g1a*q%k?4x7rS&hTs!3#(!&cp7#
z{tXzJsS^c8m03++B073xQN+?OP)m&CzS7L;`c~wbZ8A{807`o9$u>u=4AxV(vJG1B
zY>uT|!@tUgjAC_2cDAc%)A|jFK+c<*AxcAT_8m?^Ndp$FoLJVn)mCEddVB6smgIsz
zJRh>XbL@*@_t(jWU5SCNOMMdy!&`<eUl3yXWn!j^24?5jba)IK7dufOBT6RfHq*NV
znf^rk6J-IEQnCi4ky5VXW8z}2{=2ZGjLg6@<hRIOJQZEuc`T7#>u-39aI}Kmbj@rk
zik=xN=|wvMhiRJRW61mEv;9ag+DF_o>v*ty$g{Rz#ADBq7=S{`DywfnBXW5yziB*Q
z>VM;m_Eq1H!{`ZhPE}6u?IQDP@HLj+`nQ!9FqXGsbh(-F0Cx}D)Ockixthv1x^vdY
zt?617!-+vhmDx!56YJL<_BHM;HxnGvL84Lp?v1`AzNp|;)V_*f$aII6K+^*z@z6$9
zaEc?Q`O*Epcm7_!?Ca={2~{4b%or*$O^>r|^Y}FI(zTgYD~!JCJl|Cg%w#Prmb5}s
z53faW8La5v($}M@JAZ|^)S#^ms_ifT7j1797ghN0jjEu6G)PIebV;WmT}pQ&0@5>d
ziW1V@Al=<9qI5_%BhAdv&A`CB(Er|NU!1c)=jP=KE?Bc>ttWoZw|-0Sij>Cm$Rt|j
zy7qm~{C^i7=pyxBG;EVc%!++fK##P%!KlMAo9w%QJvsi-`bt)j(?$LK$MTR`a&7;q
zx^T@=Pg`vKM;lg}z)1gQ293S_y&~g_&nCJF&p1S#HLVOUZV}k{k&SF|l)md^o3A5%
zbc`3o39~(mzcHx$GfJ#KXdLm8O8)*ix`jM*EUokrw$kjc$02c3!Xo)w9pEd3aJ{`y
zqdzjin0UW45RJ?S+feh*T4`t5UI6c@<Fxi8^;u_29wkZP#v>UiFUl;W11t9CbDH0?
z6k{sd+Z{9Fmsa*X;#b~PM`6!gc>jDYtCU{+&9&@ccT$MeD-zkqwtD|i6h+UGf@DzE
zB>1|)M9|bRaXuvgT|p#krjOX6u`r)^37#Y()7~=JZd>Cd+bG^j;a^TscO0HHfMaBj
zsZ{T(#H;u|>;0gyWqs(ZagyD^L{yXQ^KEhG(jEG>n9N}YdhMT@S2m^x_q+%?)Ch#%
zw%kb{-+0Qh@bR%dr18!WWuRUU!gHwq<#ciyP&7^59fAfg=b<`Nw?%!`iB>w1LNRXa
zwB^g;?(Pm?C_CLli%LeyMyJ$OBOpgdDx=8a9BlHrXudKX*lb)5q|rW{LnTIB&2UP_
z@N>O=2yS9`%&ElI2s;4C?Hh?49%HDjlO=Z7V2ei;R4#k}7#YD*PzclQ@M=+wXVDD5
z&8iB*p&}%A3xgF-R?OFx_vvTH_zAn#L;na<_@I^49=b1O%MX{{8V25)NrM88`}R!+
zgK&-x0u$#_J1NBXJJE2ePw%$Yw=n$2lDrO&4yU{50z)+yc_t0KP>Zej6ge}ft@aK=
z?@lblHi~9f7Sk2H+!n4Ez32Gh3W)<c{?_7QxgV9hsY_fK9tMN9;gHHQRn~XieMza&
z7Ra_H)3Y+2Kk}cfI=n6$rQS|SA{WxIDYtw>8}2$D-gSCrK6}IV@N2^7=4)+K-H=93
zxgVd#VjDea)Msv@mL)m@m+!8t9J*)&gG{a|dlOi6q2RB6L|<c8zH4_1DhTwOT+c-6
zUQHCtoxt04FV07VFJmlPR1U_I{^XTw-u0I1aLh(tZXWbT@BbQgH2FEhNjVKzvjb#b
z91M9ab%FR5G03`zxtVcOnrML2EiG>oiNU!Z&z=KEV>FJ?R)O_Pp{L~Ge|qq)U_MSC
zHlHE&qYiou1Pm0_rktt!q%<sy^bKd<YHCLO`1C0KAXPebp-RTgEO2u4m(+|iOhRc;
z1TDr^=W&URSBLc8`Ww)iuuYUx-Su+0$`H4Gsb+TVi<Jeek`AK|5o2!(*<8P@Yyq!q
ziYV$jw=Ydk%^BUK>@4cJ<%1`ti(SmZ6HG-tAbVby2kD%2oSZs1#|z5-yQ|)|J|A-E
zu&GMhykwoy`463vOD$yN?H;MwIud?p88QT~xK2NQi`Y!wE|bUANfaB>Pwq*@vLiWI
ze?MR2Mp?S#8hfgqXrS2=LZv3aiF%C+AD*=Gt?DTc_pf~Q^E38aQfUDrJ|&;lRbRua
z9#1b1@I3EJHs+tV<)}-Dp~Ow-1eT*>ly6`F-+<uV$<(~==^y#>%dy9Z(YBbso3Z?p
z*1~h@^Eepy{IxrYMbfbQG-eYjaiw_D=BPxy$zzK2Q#*9*33uI3>H~k8oT^rQjTFqV
zc`Rn3vpl}Wwx9g=Xdi}lZOSK`=3g`5m`~N6a9w7NaUWKyol@Iql^LUF^JjvBl|C^s
z&(}Cua_%YO6Z;#j+)68QEFmAA!E?(&<c1d^e)e&_2>j-G4dgFMcEi24H_sCjX!z<{
zlA_8Y-08?6QMUb8)IwJQ*h|9>({^N8p2swzM{`Jih_`-6lg*?TGE*+fay8_j)6Mo`
zS3Os64z&{F&4v$?!UJ=+E`!e-M*RD?_G&$T16`@hN7$j?6DNC3VfEcR6?RG`-`8A7
zb$WaoU(gU)>}5N*K5R3P$1yxv&=uR;tBULvy!faTt%s%g_H96}6tkkcoRj<>7EOr_
z`bVplHg=o<P|`%L`txKWcnI3QP&)=0c4Y;Bxsq{3Pz1riIFZ~CJPf16Zv$piQb<cW
z+&h?({&8C500f&xqj>dBC(|V&{MlRb%ZT*!XFgFXVF{M9U+N=mzcM@+nLiSwnxkC=
zuXz%i9mcHo4-NH{r)KjH?I(p5dkPCZ!UYEEnsjK>JcB34T3kLXV4R|=E#2X84+_OT
zIW~T0Ulu$OLRgc6v|z)JE)M@1-j=57%fp0z(kU3wn$9r8el5@F;^GRLE>WeRi=46;
znjD%CY@(T%oOr8gm`~>84x5^nZ^$kiv{Vp@>os2if1GZ0=^dP%RU64`+Ry8%4Bm~3
zSs4PMc%O9)fJI-`axkzI<5C#7P57%!828NPxwPfR0rm~T_uU0w!oOBE!PFy5d*DNN
zL75?qq}hT;^5B9)Zk+@j$3d0(vN8+8O-fmttO9G!gBgn7weg!dq3XhTOBSE~*tII6
zh-MF>{K_1p!RTM>+2@5%j*juO*t3-yiec74?XL(?OaI7=6Y$?W@*uO<{uq13Ia-qt
z?16ZkGkFOIg(+Dmsi|pPe`J1yVn9QmUlFS~V>s1P@+HLAo>e*0Q~bkAsMC5vtOe+h
z`{X1#UF&dl%lC%tkl<ZU2KmGObC2PKQf+sK*D{+CgKI_XGt)I7owhRbqY^M7JACzv
z<vPLi=16o84h}m{p;3T4<w7t;Cd#)V)@LVWpd&a*Nnd)3X~{N3h()nU>jPWdIIfu2
z**KQ8%xtCD?;4FBl+1kObxcM*6$eM9ATpv3chWJy$X(Ob)%DCrVT-Boj+(Av)$L%Z
zlIr_(r>|fzW{o9(0UlybgX#P1n3_bpliDsv<_bwG7>+IBe<ypjvS*WiYIKtWELd_*
zRGExg$EuN{9qsHP4OZy>dCm1`1j5;oCv9pI9p-$*w-jEqYo}yGPY+C$)@@7hr&_NM
zk3p%UY2o_4zq_sT;8*Sz{U~+68}CrV-hd2nptsu3-xtze2NbA8q$hJC43SjJ{XYFD
zCMBjnYmFJ?2SV-VPB`hg4iA1y3;aknu52{|bvfvA<kxtZPEm_Rf^ZB|EYKqgx^H5x
z#rwW_i%WMIK*oEj0Uv&HSQGT30F?<mM7w+|oy3|Cu@T%HFgd*$sy}w$>48AAT9hYJ
zAciIsvML;$cyafu7e$|OiBh=ok+b(H!EfY^ey-fupb?D#k<hH6JCfaFXS`@!pfx*o
z;WUwa;Kz8Jx(6z1?#OREx6HA>?>!XVIwR<)C^IK0x~l7@d>)mGK`4prY2f(yp>5Ci
zlwu)QENq*L`lD8D%B+=_?94NfkbZH8jv!}*%rai-@u_E<yLor1)bow)?&a>b_k})Z
z^D7;Bc(^3_yty?n5j#2~o3v$?N`to6-mJ8IGq2go<?&K2T-it=LW@4t?*Xra05alX
zMNrUc6-UZ)+r`fnu{Ll|U#IUiO}UYGK0VdT0|lke!3~oqOjwk&m3m)(NDWbJ)K6)G
zG_o&rP6#L_sVw?bzNc`nbE{e*01Suxb1_EP*#(*>M+j(~>>I~%hu4|bWZ9K^w#eQo
zFO88~<<;y2^-XR#(|Rpy<ursrx;Tv!{pCgr^_JslBs64ivGJSyNOVF!C<<1ZEk+ID
zgorrYKtDio@{Eg=lGuLAmOZT!YAv7HP~CoPduxf@(+nJw7$PD&m>TO|vV7A-5r7M6
zB$>7$AKmq;#Aa)4+z*Vnk#5bo{EL)-98jjWW}^AsM%en~OftKXTd?W+mmnR?P<hu4
zk7E~1D%=G7ns}WIv#I!kXqbGhYV3@iM9=oS!-|hcK#l4%wy=Rar$L<i8-d?R)|Q%t
z!aHnlN+X<2xBa{hF{?F264bG}syQ~Hk3-^P37gRE5fS51b%qiv56=4CIi<T`%ZbhF
z_1jCd60+L~2+cEIoKj_k6JfyR&NoTGkZt;=FnPE`6i#Pv0c0tGzOYUvBtBpJvmh~;
zePwoA=_C6Ho!QEU`L$fgK1;Kcw4~*$1uPM&KqExnq0=+PaE#Ucy{fJ<a21|lyDOiI
zCYNUUqnK}%LDTKc(yfz;jg%7~jGq8D5mXhMbYduEc%{kcG1newwm0r7(ZPH3`t%f5
zRi>ZS<2{pf@n`xh_bIOMA5cf<BU(i1_nrxCncKnU{Ogh{v3juHm5W09OZ17w2FI#{
z1;@o&y{6dG!O0QAqI2}X>|~MK`P8V5;jj2vuQP*w^9|$FFbnCnH6iLG5v8u(#p6Y#
z)O{wIW%@}}lUR7%P?tBxVvo&OT-k#_n+sBzIQe$7znzPqub>VBu5iZXL_1bK93GY1
zKzi~<TeO3U3H`Ik*CoQ8I2Fb@=Q&^3+jg9u+_bq(LZA=^MSsU);jwy+?ZO%9;Pt~^
zFrux@cK779uYy{Db*3+6zIB(7#At7$eR`xjOl`(&tc^;tt&R}}CKt6tHSFk^>V!tk
zpafHEW?C>9S<%K2P!(mDO?Xu^$cvvIuskQzy8R6D-yJU{jM`lY%U}WK>6$s}`F>vZ
z{Dj-ahk6PTV}Hkxx-mer>Z<uixz8kQ%ImOkX@|OWKw%OMnIh7aTo4&b*}HZQ1=OZ{
z$Z=`mUZJ>9i7rQv9&u=+bL8OeAXXE%h1xXfLGMd+y+WSlV_b1`j{Hc4a3Z-H&4ORQ
z^i*#r)coZQ5?e~FYnnudKQ5$mT5Nu`YISHyAFNLib5YPjrGmhiSX!hnp-cy4fzl6w
zwfF4QK{$wU8N(Y26&0)Sx=;_A4_Imy;Bq|Et1DuGu3GiVP1e|MO0*h9`cx^ij)|n4
zOuApf#~`O5tZA9YLbJ<G7z@S9imGn>L}h1-Z}lFhrZgVQEc@l{eqg>?LcYtr9bMre
zSX5`nDydMw(aWy7!*#5z2X(W$kBt~tY+TWByiL_f%#py8k1<0!NuZ<UzxEznfE*o=
z%~C_N6_Ix9{hbxMcPkaGO)Pc#2|kPxz7ha5D7toc^QLIJZ$JAkJfBb^mmV^~9pF>-
zDguHWGDzGSPZPa-yT$7}WWM}oskP$kt10kFso>~l2Sr_W-^>`57No61Jr8_V=zy|L
z)2)Mo<hyf62K=4@#NhC|<uAq^*DnrUMSX4-1TPi98*vxiU#V(I5`&GMH2T_w<e%sk
zm36&OD{E@PUV<q(Xzn7-pG-^%z43B%IXbMqNh&Hhox?mVrw9keSH(M0Kj_1^t%Q)~
z?ui^JX@!_=+j5g3;mV!BcgE>Z_T63VX2uW!$DdiL*|ZW@0pi%h2Z{EyU21Pe`V`LS
zPc3YHaFjdf4KL~oYB66jv%O2rCI4w3`RnUJZH(0h9uNGA95;SxIs4TW%PAGt+w7%H
z`i%I@yzF9whUbA9YKoRmFkh$}C#pOunTPn4pfKld$(EX{cCNvWpAsluzhp*7Zsc8@
z3Qk9DqX?582~pn@=BhKlAN-_ur|VM_B*@80>TB}9*ejQX>L<UDrR14WdmQ4~;@O(^
zi|WL0+&wldjg{F-?4&#lkwG^da?U{iY9}y_i69GS$MWZc&%50Zeh$1~{Tst*YfBOk
zBR2QsKVplmd^E}Y)86ISr#|<DJ>EEXH~xRQ?Ee?hM8@;wL;eC!Yk_t^9RSLWbMVN{
z^8I2(&xBn^6)IC}HC$p&nHk``+8ava-0gF7*ugE;NBGa<Up)StD2cQxD*MNe+~b^$
z%Q0-N?tfPQ7bB-t1Tj|a;>K?6og|Y7jhIUD5pQgH{#)}=jRnXK$Z!SRaV#PLEkN;=
z%SCZUQ7k`opfy%s0-P4liF`3Ymv=F!8cTli{yWd1-D?I^HL;&k2X>NpsNlSD$9@w~
z^p3kokSYX!jq4zuKHo||j_Xxv@B!vub3ggj+~qtEo1qoGL5;wJk}0Q-a*{7X^P!8?
zDE_{g;rMj(KW<c{@7=+iIC=Z9kiZ=Ln8X||hKDCzp)wyctnf=Cw5soQ3jJ5KJx<+|
zbX=v@G0(&U@RvWdV>(^P!i$ZYk7Hkc_9UC6bOo|$8f=@f-8~vHrJ~2_oZxw8hunp=
zFZl{t8zY`vn)hQNfnu|8Qc?4Kf%g?YL6r?ogRUjYzZe7;9`~PyD;Rij(h_l@Et5ol
zD3$>)m9I61IbilC$_^~|8Jg-d#+wn>8FxZvE^fiELUp<hh*mHF<BW1)fq7+?0~5a0
zl*scAgTg-{azw@TG9KI4Z#ERXK5*r3aBBT0e<5SYz-qLIfh;XLQet0nS5>L@<$PL1
z%LT`eawut1#EmoUNsVpO8%e-@GB6wWA-s(VyJ|l0O<n8UCpPj4PQyQicj{XI<U9Q>
zxxVA-UHvk_k#1z8MV})6V@$X{MQ>gtVZ5j*!q#QPF6T409k?`u0RVU_C0XS2(ujZg
z51CUx3bA_<325>5i==WBG=DPb25*piXPN5;|3K+gs>S&CSZsa#I?;HHwd<IP<xazs
z(6YaoOsR<oc#v|!Cu+ee)5TJNRC{IU`|&K%>ZCQl`KVHonS##=9N8db`cIV-X|2&Y
z?nZ|jOHf{$1_+UP?Ots%S=ePHaClI|mI6t5+N0P?##f);NR3-JAL(0J^l(0tBeN)H
zERkblpGR4EO!K`|HqqeQReB{XTiq~}j#;>ymIn=m?nM__Wi|Zi+Llhp>ago_WI{Yn
zHp-f%5B7b&MP~7-tK_EznyvA1k|MIy<edC!)PfHW)yCom$6%qDy+1_|bc4g|Lv;dQ
z+2_@D+;KJ>^rF;?wqeeM9i~4|=(yhymyke83Xhak-jtgN=4#HA(o2xl49%FWM9Uxu
zHixZ4`|VByHtG}%xb_}<=7vtYmmSC}kI0o2aSDIFq_y)F9rTj>7Kt#_hMDaew&M+<
zc$vWj(Y-BG=|j1a@dRsau-=bwZO;>xS%;E`^^}L0#}-biaR8Xwy#h#9Ga?em8|Z!R
znH7w&B&ziuGD(OarJ8yC%o&<;J!d{_l>Aj%=ogC)tg<lPM(j^vXU|Yy>!7B1l7IUQ
zkRTT@B{+<v#e44t8Cj$<v$s!RDgXNGj;MgPOc&XCMOGlwuK~#m!iOJdL-1CZQSoT@
z<rixyCH&)p9;LqV<)D6rYSs;FXe;8*-f~PG+Ibi)Om!0*HHXSP%G{GPw-L{CiOcrT
zndfgz$avVG`XhCnf|tVcHUA|#`=22r!u!IY578GZUKCZGrx~$pqO-=nLY;^;iwxHp
zsO&QeRt^phkF5bYu9G?(=U(VKa5ye9Q8w|p9k}kZ>UtsI_PjIYNc{F>nBefDPP66J
z_IA$o!OS`nnF0J~(mHUSe3mvS1YL3+{V}X2@f}N}l3#t-z3*;0H~Dqa<{JXs-}szj
zcdu5ou0L$|qtPXXk^_bnQZCMZh%eH!U^Si7`p^0Wq!)Ry5*DgT5m^$J#%MxC)!f=j
zYB7>*8Bs<VzGeD^n39t6L(U_P((m92ANgKHIj?F@QpMsCbh|D>^IAcAiD0^b*d&y{
zyZdr&2ylgRtN@g^+>!0?2+Qpa)9xR?QZBYlbnD#2@GqFU0nk$V3D$RvF|jasWv3Lx
ziqZC~<(=<M$+puOSYSO`f|#UaMC08%?j$y&%4iw5*;!fx!dFjRPgT!Y&%u@wp0Bhm
z-+pt$+k8>E7?BVkouInxf#eg6%Z$8`NDHjx@y>c=G;inF8Od7Nf|osZvmh_TodNDe
z#iSBPb@jU?EYq&yRu3x{Pcg8UeRhn&b<reoI8elUbZj?y_`OH%4<g;MCt|GgjhR_&
z<&4Yf6#?*6c66DUnY$<ali(KPUb@X6O1K~M$=%-ip<&r$xL?FyteWDJiz9y4d0f^M
z#U@&Ls`BaG-1hkx`cK+lZq7m?pVO9dKA|4TSjvnOsRC#QGKPWz5`p*6r55Cwrh#4W
z%^Q_5g(Gsn1|dH75ZHsF#XYM0kUv-*P48~$0hm;?!|S}H4`dLdCVriJqgtM?)^e_x
z!DCKx<Kydmy7P`)H0A4oKO(zQiuTu@n#2{_0%}w5DUP-2ufb`AYhk)$JN9~CWcOIt
zO>o7c`=2Zk#~%JO9Yxb}1&bbD#)!W1s;*yEU3WJ5rJjxuYyst#C(Es}-90@<I!5yi
zB1G9fh{xwl6xGTWY$guISsc?scT087^995f@J5QuvG6LGjk3DHRrmFQtb#LlmhY`q
zeqq7l85v&<AEb7aqxFwrh8s+`-j=Yq@8sm91~mVy!NGb)kD)swyO<;P@c4LQl1eZp
z!oAS{vzYh#=_{~3u^s+fWAHD_Hy3*-R8&I*831~8)DwL-dBPT{Rn>l@e#7nmx`72}
zf-y&DjMC$z!o9|9{XHF_*Og@p3JQC)>EQ72ME0HYD5sa9e4dS~_g$MC1)~w@;ipgf
z(2INoB!tSpaJH`DHOlpRT==M5-yt@F!)4m4iBF<7s#5(#!e<Wm^6DyACY-2$baXuM
z%w1x5d~&LH$(W!wn$;vLsHEi5dllc%<F>_?N@4Okk<UA+i*e!!eZES%Eqp5Ntd%#K
z5MB=qw)HrSF}cM?8bn8$A7rL+Y-p&j7m#GHpQI-4zfFgq2Sr<(ZiKFehV7R{Kb?2K
zLwMtL-oO?WuN|iCwe<DBF4uS;cFSdJi#Wg*DswB5Q!~OfzYsoL*KJhJzc!S98&hb|
z(yeoK-kx78_Jz{*l_|R;Y>Kqg_8q~MH@o3_UTxa;N;>7Eyjv}=SK7{DfMk7E!B)(d
z|Ah79Li_aPn~`0yEj!_4ZLRF}I*xH)@Aa=kj8H2u7(5NPMh1^epEoSb<W)CdZrxth
z2y<rpEeL`lVY$)Z`B}^CA&tfBr1Zia(A8*92roB0-LWhaXS1Vp(V%g%^C$8WmVN+R
zB5K$(frenOhI4k6Xm%)`W7u?QpDh^7a&zoSkBTB+8I@}5YJR@*M^;34hjWTni5e-Y
z&)Uy@juyWv*SComTl|5z*q9>`Lp*OTJu|Dk2(Bzcthq||Q?fl2dfora$^B!w!wpj^
zDh*Tm)BO$&lb0Ko;{M&VH+4P*!bex@g=B1jU!FHr88p529aXZ@MeK~F(hEYzJIJuh
zhR45Z-MuI|k2hV74cV8zaCpa(GFQo)AmY9!HAcCtiR-Kr$-sw?N+FyO7)2pc9PVpP
zH!Y>w{E!`4V>6^p;WKq1U`rRtxtY(-pol@tIlbqQ|8>!3y>Bgzm6NxyR>e=vPv;ZO
z0R7<2$EEhiE3ik5#N=jUZrlUMVrM_;NQ5nMCnhG(>UsJRu`9YTX|IM<Q7CPL4+Aic
zB{6pDho*lumjYr(rv`n8fe*JO9Jxp6*Qer)sgL0+5&5&^EhNG2I|1yyjk<`jXUME*
z{o6F<ED#N2F{VQAY7a|ZJIT<Lb-w-N<875Ga3!2JwN-)G<lAi7O_oo{$133WVxF(l
zR0{B&V*&mFG(+ECR>J*pXUwS-1Jx$wkMQ+E80XK`L=mP1_IDS#48j_~v@jLT<$0%d
z@sL=D*wC+pLAv3?08b*iNhMEfQY(Br%e9a@k%7Ps*`Pzi_DZvfDc(M@n)4lnoY9eg
z)5^}Fn;6k`2{}&FlHlW1Jv}cm1x6*FIsA|A8hvd8E9+W~dj-jc#k@ha(fy#fSPX23
z3P>`TA=RiQkOnT5bP|2#Uv>gBM&8<MI8OAPooBY4dh<xsW;tq~yoA^BN0FaI)m~hd
zhktBqJGhakcO(v;zN?%b@}L%a+!Kub19`EOll*$BfzpoddYhiGUlCWtzgz0(FQy$b
zet~5t_WkBPBCvyFNv9*ac9mYySn{kf_%Y&i-^OR5mhzzE+Re9JsnGCTI(4kM88!1=
z@>TL?bw~x0wHa&&7H?5J7{j7jv}_+dbzG{~%N|qwss#G&yuH`7mQgqQ`#NS91quxT
zk&QCX8rt|w{8+I!i@S>a3X5RMLPR@wTRfqPY^V&4`mzOKz)BPW?NoQRnZ;q$p%TIc
zKK@{>x@)>o{gwf8=zw}<2)osHdXz(&NsCG`OsgoD$7QX)O=|WUW4@R&u_|6PtsC4O
zS|%U35s^~$sd$8PIMO8XXS;<E{NAzkRv+v_ndh&uQl|I_qlG}k{F2Leo6jwp0fqX>
z`9Tpc@m-}}RUiDCtRWUNw44}<{AFmJCmZ#<;I%K}bb`qZ-c~w;xQHGnt{E|Cga)TD
z4tyT)!SHShzlpM}3^I5M#mKMc{!rWvGZ#2cSQU;x{xMXQ3{i;3NU@9w#-S)bNJ_sB
z_&_nGUnO0)QpYwl87&dfNJHaA6+6K{KyT=@BE+JhUVQLgctTQxXH5d>=uognzo@nU
zd{CU}tkTY$L#=gir?YaVX`VH*ysgb4yOb9;1FO4fl>dG>*K<K;L8Q*}&Y&bzfhR=k
zLZ^k*uWXQOP`u6MtP62rMe+G_eM#e<)x4$g(_&xyTwsqtY>BK>d>@+BfXw?IB?=5C
ztIXsj7-N#Y!o9oR6v$+BE3w$UrrJtKcI$WZ1<EvV@LQfsyIK2cyEe*jq-MXfJ<|7B
zBwE5n!s`O|<ss6%+Aeu>zq6ySjNDa*Ws<Ffc%T;DQ;nxXsxf5O(PcFD%mgeHhfQy>
zRqi-=@M6fCK{6qo3YmMoz?RBC?>#&lBGzYZME^GSJcxZtf_a*!sg7+u=wi9xJjj@Y
z7x5fv1g_{?=)Ywyz`XN3;_JZPaHrB()O>L_<OxBLBz<#F5vJU1DiGkHfjdifeV}O8
zJy@4|WW_9$+;vy_px3aEuf+cD1&@d6mCux1*>}nIswiS~o-cZe?Ayd}$nIiMlm2K4
z;>H5tAm@n~-Q5L@T4}fWG%PAvb1ecHsF`p}I?b0ypx+-NK@DFShHgthpJE9{b0RQ(
znY8zp1~RFH6dJTiw^KR^3#gH~d0@O2&sgWr35Fmjepo_K$uvg*od4q#akVN%Ph<jY
z16voMNX6#|!*u!wgxSg~M!5zu3xaQDRW?R545`a!Q_Hh=>E;iQ&Sl%&%w%oBa#OF=
z%U5!O27iJpnw40Y?mm5bgj`tJqt*JbQF*dI*Kr1WHc514@5ssN`>w8&df=D#*G-g1
zk4}vQ>;{;bFV8L{BDjZY`@f6=l5QVgAMnDrhsd+rCev=(kWV-?(@~{Q!tetWzrWXJ
zE>SQ^>^?m@?{)#_G>vlgdnKOPRk~{UCP9b>P6wA=TJk<%*FxkQ@>}N?Oc?TN9U*?G
zCH9;TzqU9k1#b|SNy_xsBClqpHnxesIYL%sOTR1y=$?-aDh@UJ_Hj^<dwO{$Q7Ogg
zWu4D>Czk3DSjWX{fS?-1@A!tZ_Pp56HE0+f`<FoY23(Y6Pj|*^6_?u=yxX@nHcH1l
zVSj!Z;vA>;q^2UkMwY&MI(o5Vy-f5wZC4crvz^%s|22*f=X(Vg*Ugugii`7x+s8)l
z2fU<b@^-V~Gmb1KPt_kezE2w=Gh!5anvj%KELob%5?wCGJRXny;YCGUi+#?-0NvbK
zF3X+DXKXyLGHScnnSD?A10kG}rd=X@qDsi7G+;FoOQ+kuK}AQ{IwdYW5>i!FwZEVv
zSj(<_OmS>9^TO2#j{*ZzQk7ag+lXV-MNUs1uWm{!Nkn00j3q@3u93-|9G|t+@Eooc
zZ1n4ea6IRR`5a$q-5?tUNKl%YesT@ETEfG)$Gx8C&WgP4!C69aOyn-E=r{J`722d;
zC<*8heT}_Km6yB?;j=p%XwK<+N7kajF{b0Wp16Gkl{;8XB+eRlFNV>cu!Fq}o<3e}
zDWaM@3sIvGXuXkQ-(BXY-Bk}U;ds9FxD61|7Ci4$;(G>%B)#4*9?GmQC3PA=)j|4}
zG@51}#WiB$AO0%AOwF@gj-cdw6fJT5ps?dM&QCY{ql7olLzi(57MA*}wz$=JjOqpi
zTNityS9e?#^#+Fn@QxN>!P>22e7tvCo$Px$AAO57UE_pLYB?J)F!<CNf^>2(i0zI$
zzI^#I{mGgc8Uy>ldArSw6s7T$%(v7ppRY5D{^iF)-@|B6T0Y>?@A$dV-Y#Ev&b3`p
zA+5ea$oEId<wlS@NQ+nR>3Lk-<9Wv{|1I?PyZu+ln9jPf`UA7TsElw5tFa^Ik78Z2
z6Q7rAlGmk1@3e|y&&iLCwuBw~z3LnM6&IhtyBJ%N(DfV{^`cumTN3wA(=93FMbOYy
z7aPh18Et9%zG*hpB~?TbqI(USe(NlCh=0@oQRHJI-DprKjBS*3SsLP|CkNJ!5|}QS
z>ccQt2E@koK<Kr6O~tE~c;&FAuvY`iEH)8#zC|<S<p*<vnSw$zU?_RcBDef|lSeOX
zsLWaGEIC^yZQ)H;F~YNau>>21Dh42mlO6Gn)8m0<<J7)VtW98tYLtJk%fq8SrtR0H
zITBL88iP1>8LtQ*ZdzjYJ)S29@v%WCG)i@Ewp07SPkJp6-0<QaepGh3Fy3!oMA*ZH
z52E5QO7upCjcZjcmzUh&Dm&%pVgsM$gY=n=sypA#_Kriuw1*t4N=YBvSy{=&>M+o`
zu_=pQW42%3Ot!9eqQc@7^y)oIMr@hRD<QorYMbtM20A}t*R>Q~4q6Y)mTLkvHOP2j
z&pWU!jizKu6+4awF<OQ7P0JqS=ac`8vtk8_aC!^53{zno_zR+pb)D)Lyq+kxhty1N
z-3*wDuNTt5V|T5`8o8#y8Mu5hz%0T|R&9L?`4X3F%sfa0Y%hPdwn{nr(^;2G8o+(p
zw~8nlCC9Yx1O-_KvAg8ykz)m|l3H2^{ql@z`}jjxJC0q~16v0Mvw=-k(_MCF%ZnfQ
zIC<nvE&0WXBag_m6u@!f9bPcZd5R0sVsEv$04d5`M)#>bhO^0nr&ZUK9?uOL9VWGG
zIYh^fBZz=K-|`KE^a2Bqx_>2y*1>|pR=F)9V@ccw43=9)HjmgFv-aC`8WWQ0)Dh;1
zp`OE|lf#_EqAhT^iELU5l%w>2a?pN}vv6+bG!+$IdQ&NCwy3Qo!u&cG_G~6<`dCD&
zF$^4*67#@7k!%C|t~<y^xQ=CyBOePGe9tWnl$^3W1vLaz!Jls$>tkcuY8*>_uN@Lo
z6MVIjx@@(uyc^5%u5Bz_0DbG`)%kU{)3wosMenvrZh5_OviX!2(q?xjmgViqL<h#Q
z+cwez(LxL!lTnxYh$A=ptMBV8_2hGfnV|Wg)E2BwA6vUy%j!ygUC7zoTXiX#>A{VR
zcZr^z@ugv5VSG(}B{=941(rY35)u@{Y%E+s22&dz6|A)0+z)KF@;&suL}HCK^Jyx<
zO$8H;Jv}`Hd2(6m>^&CYOC#~X;<pE%s-at3TVq|u<KvaV5751kqO026Z)l(pafh;K
zs%Kg*&ApQ?wa7nenF>$tO#lw^+N583QX<D>EN*1AXlS}yUmEUb>09^ao0WpmWmSB9
zeNRo}l)p@QCY{;(t*q?TIv{293kqm}7-|PLU4jyC_Eh#3YW=Z1ke!{8n4J7<Z!M)2
z*<zjOxqh8P&@(g)aPLekrKNs@Z9y58ycQk2%>y6RK&PWPY?to1rF4icJF)Frt7~1C
zy^GE=z2C^fPCb)>t-j(JW89ga{r<Ij<jzu9VpGR1??hzD=^=vv7P(c)+GbG@MN7P6
z+`1rbuFLyhS$nnzeqL;XF74VCaeQ}GUs_qx>#aXP4;=ILH9H1q*Ih7`q(SjM{*aZ9
zh?)f<FAlfH3WKIHa7tKzD4OrbsovPLxw(xO3<8AtA$6sTI$p`J-<`f!+*7*rbew(q
zO_hYNn?FjIRKA?fd67=Hn9JX1VT332sl$|y&UnSRHO1h?v4Wb?gkY7ufv0U%`hK)=
z*18!5*Dw-^V`Q%YYwSAPVnwL7`)I?0-NIp?Hd%GxB94qUUDQmBEe4#V3#E}`3>x&2
zr}>NDulGBRAPq^wd8ZHJle3Es*3#%TUUt;VJJI{5;!ud9d9SmdFp_TK5^DO0uAc~d
zW9qlSOqPctKu_BRI9_LJvKBg)L#i7M*s~LE<kz?4s9Mz|)TBC<cyt~=2J4{5i2(2#
zsMA<yqOZ&F8{#5-2Cl*5`U5C?NJ||%uitS(5|h<_aDlnwHscQxpflwL(N&#Sl<5MF
zli*FOwt+g+{G8mb?5h2T@<}pTLZ)#JhMPZ_d+a!oaymM(wrVaRYF@dq$o|#~4sV6T
zLdxYfn1gJ#*Ns_6W`1`8Tl`XBe4E?*fegMD6jpbQ&4+1$4<90UU7Cy*e#`qFwaRO;
zLtiV3pZsuDgV{Pt33JBaCzMV%|DD67yhi@ZT3(d&9tlXLtY~U?@$K7lIZtXv<SE2`
zjKV8(@RqYLD`BO-cEHt}ew}lS+bJO-Mc%^Ia}=-`w_0pFc$8r#B{0e}E~a%XPG=!c
zb)7am5^eP-uw}EX>HE@^nF@OG$x~9fTEgPf)62-Fl>`bn*!6dO6-UeP0|wmU|LC5E
zhsma97UV`{g=eZbB*>phLrI~diw?hLG@9Ti$>HIw!r<L+vx{Vo9Ytkr3w4yyi6(xT
zMbTeM`y8zk^^#S|u&u}|r^xgzV$zM50nvmEaYoUnPpY<efcO7%{bEg1S}`54<uy24
z8VxjD13-d|hsV<nDn)eK@tR)znD=i~@zp12kYPg<;sd5igb#$wmM(s;PnSl?KRJ)I
zIoMJ5QSu+M-due<!I!;M6NeeWCxmCOLyQMiP*VNW_yUj~p+Iv6$7YXxT|#69+KqLt
z+CJxZUEKDydVS6~wCrS{o8%TXglxuU*}`fSGGAE<<qL4s9kn#{USiqBjRPo*<C&u(
z->WMQoBrE|LCJxEHV&5%O>wg2qNXfjbopbK6OfVJz%aU8WBA#zjI0~WovHvKNHHyj
zUzlfP)Tj;omc_lV;Cc$OJ<`|763J$TL|$ZG92K>GZ)t5YKkdguh=c&GN#KV%_9p9S
zEh!4<8Rbm#oEzQ+?C)e{gIfa@Dobg*n1~fiRGEw%1`$cEcN47I)5F#5wY$f-KyMoD
zWGbpWRni=?K)<prnbKfgk)$C<PUx~656MK!r<+Dps#^8}Sj-tW)AbqvBUSPu)op1O
zwI1=g6P_wf|ImSWlr0>Ya(bF(>~h9=CLHWRIAtZIdk{~82Y_{E?B6=WSbP<O*#+`s
z?K9Z!muJ&!G(5oB@=8$7EH{7#9we+vpGgxIOzAul6FPYO1Qq71{K;6TOFm7ETxctr
zxFwYir$!946SI%?t}!P;bZDfq!S;5TpXI!~&qAit<lI}xI`mx;=IjY6<%)5Yw2<+~
zy&f!@$o=gbQ60$3*nLkm5paZq9rN^2X_m>0@Q(jpkkq8yYZ0R8_vB)+(4Tm~)$xx8
zx$kKA|HIn+;(uXQ|G)Cf|6e`Q{}(QFZ)FBec^I(*0qbx76Ng@q+LAA^Pf7JLLYJ9U
z))?k@gH&NNcYk4n^=D=PrBhte*#+;IC-MzzDyhxk`5ABTJprmpe$^s`hG}aNfj94V
zoET6XkXKz@?DH~E#7Byb`)D7JL|`hV@S&FpkeIzs9#p5wi+}%bp~XuBI*;O-A5R*~
z^WzgbI%0ZypaO9*y5%tMGu)FM)Cde6lZL-R#PanMDGby-Az0m0=~X)6f9&&hEv>EB
zN16&PPLe7BXCy#p*YpAY)2E988`~CVar8UYEc6fXgljxWcs@ur{E@yaeZbVJ#`%{`
z4lRb7qK6(jL=QNgN|8*|IKjL=zKUDj3oI`4vd}!BM)goE*A9-$F#K6HAKFrP!af<A
zwveo8ezpHAQu7i11S5%>_&M%EBNot$YLSdM`o3DSva<TmZTz~w4JFAp5>%-DkRLvl
zP}J3^6mMD6wE$B>p9c)BBWQoNwxf${=(snDOe};8nyYhF!hi(l$`97&q*JeY4I*h;
z9jWSVrw2*OIN0jhgRx01Bkl=%JU%Q;$#yYZ-byi_si8O&XlPUZqiwgoVkdV(`FxAj
z`o|vIK!~|t6XF`&j;#))MoCBLT|@mBr@W7E&Dm6H=@~d`B6Khpt9y>M^GNtXT%w{=
zH>B7UgOYxJG9?ko$;61-7es$QiJQsf!9=G>p(>e%_|okHNd)hs$O1?K8Nov_uf{Lw
zh<}NS;4y<*O95@B{<0)AvYhygN>@u%fKYRc(EGUDh?1I0xGBJ{UoRQGzx?N*kK=C_
z$ztdqS4m*W-STb65*b9n!U58NFoRJ^^Z2T#Clh(Sx?6WXxjI7`h<{8^Yeg#&Rso#K
zBY=|n`7IC$PUD&+=Fqpz*F67?bk|7}=j5bv>^$QT6%%v*WfhNWThDoQl?>s6ryrc!
z(d?;lwCp^>B>#=$=hx}v?ED&Ft=#saer@x1{n$_-)<UeTt(gxa5C%7h>ulMtzvjm2
zoEI)@K0qode0<u^F382ao_~>%5p<y^E4wqw>pZZtum$)}TNt3I*mVYmxjfxz$q9SU
z>9QcbjUPMS1^@?;%P551uuB^&vaAt&#8L=Vn<5ZNw48W)dZ0t;6B-eL`EkD02x}4a
z9<l+22KtSU_ony?gE9Nq1yo+QRlh|V@HDq5>BW3OrMUAvM~@&AdB$#lfM0ykd<vgz
zW6JV4eSJ^UOxofD%%PgtEmz@+3redyT%YnM8gt8$`okDhAz!b$XQaS891q*ta6qYL
zro8J_2wtW_8Lj7_VD61Iv{Bjrbc52ywOtU&A8fDNHptV!Zk$E9$NNI#z*tPn>Gupt
z-CUgjwv7#RuG!PBz*aX`X&WswwJBuq+Ty0f!nVATL945>Yu~p1S-H^nm~Z!tpT%$^
z0GyU2<;i*ezVGtzhABE;{Asg=aXZIj=kVQkP=y^4ZAKb3q`jCa8b|XIRn|0BlbMFL
zaqR6Pqwu5E24d8yq3^fchjq_z^I`GzcevLVOskSEU;XT#J+uAN9rT36q9NY;>*p`Q
zFD#~2S}#A@c1M6tSi7T1QKzT(95s_icM3k?FhjW%rmG-#Dbd>|UMe^yK39<(<IFE#
zauwb;kH{tXV&^2^R&*b(@mA>YZ=OWb3+55!DlSa;E(*EAufYN#*<2Sc0+|jG+R{WO
zDQS!vKWF|^e8&8B$-cLzHt@*rsuWz85%Q<mzwv^`BEJ7|Z8Ou&20{s<Kfg@0+G>!T
z?XFl|Ck-_&((-wqf>0Kz>X@tMz}csy?462=jSCw{Hvatm!Lm(tQmiwH1oEcLftTh}
zkU^f#*#2e#hPqan3<mN2))#F+CS*>s(15|)%SInC*KC8a;sY1+xjeF-t8o<o$UaFj
zLXQmZ(bQJoP=!y~^AKd{Y*9y0*R65>qKEt$3o~;KHrIy8X31`w#l<&^K5UqKNY8Rd
z?&p`ArYtL&w|M6a`?FOA>;r2IL$)8=?%QXmXec=2wYOJLYDrq6z`wtI&x|IO$K}wj
zIuTdI*;iEOP7QPtVX)$8Rrx~sHbR})eOXDHFMaLkEW&;oI1P)h!;HGV_e?c8R@pM(
zqF>{K2SRKnw<-kV?9pYFCoGasAD@SYt9>^(Xs@EOd`a&#*XSE^+uqcatjeqK?eJs?
z0(dReB(lF;e)jFv1q%tayeyxHeI0VX2WpEuVazIM!@2KyluIx>Fo~f}Fdk!Ez2Az|
zju5qK=GJySPzP3IYQ#CzKH_0PLBS<(q&!^DFo}2`UfN+g{VKEh95%##w96aGy|YqE
ze|dRaHZQ9PbbT`bi&Ob;JpB3QV!Wy>&ZZ!Lqv&qrS8!x{q~`rp$DYF=nh#>29{HT$
z1JG*b5qk1`h49K2{J;Esx9}ydI+mU3onNo+2>nU6%i%X}ZN2nAgAAMu3=D!km(|=`
zDPx@}1xmW~p(Tn*CHGwDWuUhc60Ad7az9Hzxuy>$l;x#eY~C81n3>s^J!aHOOr)5`
z`e9$QzoH{gMgTvjj*8)Dh!(w#;1E+#5c*KJ+KQ^O-W%0>>1+}49JonZVLYw}HjKcz
z1CTH+zU%Dt3*Fba+qSiQuLWG<(Pvc(5x@_dpU>DnsIg!l`%SvkY1w%!s2REc^qyQV
z1=FyNp~PB;-#1km4-0xI&r5AIt9bBkCjVK&E6L=2M|&*wT2rH60{|wQn|D2RJx?|v
zohYietlyQ=nW*@3qm45Ygtt&%(z0Ka@I&<YPe<sECSJSzMaMBJ0O+O#-rNi_aD7Zr
zz5l-ELY}Rw_O#EADGq`!PSJ}>hy6eWmG<%2^y^S-lb?<!w^K%cv?=m`=5{^9Emu-$
zZx@X%e?(9>TVA?+NJN}$x>@QE)@jz-+}eT$Z?Yqik<XR9BOf9yxNJAjA}GZ0lZ{<y
zTHV7Zx}*5u4j!B6_na3IV+56sc!j7?N4l3U!e$+}a77?l<54jd8NXQ%Bfl)u-#3lL
zdH<$WG7?x$q043Zg~qMlM@DPBvJ?mn8b3<wx9%G@XCyG5R#@|~F&F3_UYH|yaqM{f
z@iqG=#{f=yjHyIl-8?)bgu$a_{m!A=0tZrcrw9!NqmQf(E3=t2ERX>0U4ilY5G96@
zgR!;BPc@j&Q|hvC#2|uukzR1V#m*gAYt?Ii=XnbtC3_I}%7hxzRoZ2vD)wW88t-%S
zMeL#Yc`~U_(WKeFVMcA{fNtUM>(6-pFjTbX=W?E(7(az$(9^S!=;$Wy_s*A2jBb7V
ze7&}fR&f63MB081O7iLaB>A0no%Am~_C}h(A_R5TY$fIlYL<7Kvz{L3S2|Ah<t`Vk
z_|@`~G#dl3t~+iMiNm*EOFZ7+<Ng##j@Yf;(k}}lN4+V3lup~7djB27Yl6&_Z{`xV
zI%sfcKVs*DHdBizE2anl?0Me9cR>UZ2D^XtYimJh1C-^TWFl<=#01Tr446&%RKlMD
z9EH^4?{#=A9!R;x%dSO>gR=MiW{J?nIYjT46vZ3|dawlS7u1cXzus4kst)C!HZ4b5
zo+Y7DUMzX0?~e+=`|)<?35t{i+B-VH>*xI46|86G4EaNlqPr9P+S(`*=KDJUa1BDX
zvAR4b?Rri{d~@y#xFKC)8cI??Ob>nk2SSqKYz&tzXpz})vBq!yd=;Q*e39jUb=HI_
zeqXD`dRp`s%fA6Vdt-(l6ukwgi1>s{92l0jI}az|x@`_Yv5LTlOv#V#eM<S)_$5g<
zuJ}rjIqUNZ@NC4@q#Rjz>Y~1nj1U6#$l>Yn=dv=pD~+K7rIm~f!{xJsa>ve|;i~uW
zq8gwj<M=?25ODP9`#y9{J5hyZ;Qz0u4IkM@Kt{&o^-qj>?4nABOMH0>3i8%NuXU@9
zPu~jtCrK<O1tKBOX`fJykSIxJL@?ZU>jvf4cA@?xUN@!y+OUAwGLizm4IyY5r_^OS
z=p|6dw#)k_7_=Yu{(h<4!h!!#$T<Zm$rcxBNsURYb`a#WVX<yKRPB@)D-5P*l=G%@
zUgmE;+yBBf#$#!(8|nE)%(?sb1CJy^nkxuj3Nlp-#my1tjnOn&p4U^F?;86+oDe+|
z@sS<B`TnlY(5tko^x&WDDd)zNvdhyrC}%tg|5I35VdAZv@%&3DHBR$Db6SYBw*~iK
z`6i56^~HZgXzM@!_JjC@Bk-JvDCf;Da)*`IBpz3|5uyByHUZTut4>M-Qdxt?Pfp1`
zxzdHlrs<Wte5XW%6Gx$02;1o3yN;nLljD|u!XZR0@nmMxJX!m%k{s^FUf^YnfiZm%
z`oILUC8z6|xFzY=ce#E;|IuZhX%Y2kJpe0lzEL=Qr~NTibwv7qNIf&@|7lpqo!26{
zx`HlOV;=+AA?EF_cZwfJVnO~Os+GguU6~pKZg|18ZsJRembv2*uNy9F36OwL)(Too
z*V@uP3E@8WbEUB1N9}oAR)}TT!R(ROLV({gt_CH2zImmeKhx=~S4gh=&~pn?qSed;
z0<G_PpP$ev-YVu@P12n?CISigY6m8ksSXSL^op31JorUMU>6zcf8xxYW`!Gf0sIjb
z`K$T4+S%g$DYTZUHFdZf?U(*#hxT&7I@8#yuX+5HeXe;jj!`jbx7T)gNc(SS`gDu;
z+F=?6;ZQX-M#w1!v62?+0q&bGgW*0Ok-X@7@9iry6?B`047xs2j5pGf2&4Zy<mRr^
zQ<1ikta=<vz71edBIoyF1H!&?CjKi^8=s8F*|g$F9SA|x*tS@hI-7f$H@<Q>4sGe@
zS}0E8!6w^_7h8(3QN{kxSD<%$&cJZogz3p#5~^0sM^Dq)D_Mg1<!MB+CGo!__mpUZ
zYf$o0?d?}*dYw|+7V5k29K)VAd68yhGuq4@)r*BbO6j<lv>%H7-f<Ksjw^Q*|4iB1
z`2J6zoW`Hm!+iNAcg$(MVX!yY<at!D$L?xWqJr>)5C2M7lZ7IItQ*arh5Z<gr{W!A
zkA@Haro1BH$subv`Y(DHaov!TOE)mC4A088*ohnNzoP8iLVF{8xA*-RiD6yuMIEyF
zpJ+fRqQecWskJZC3MQD!lo2vX)?tDl2e5By6|&IR0z=1pxXvPvQdqij{H-53_;bzi
zWD0gA9~rx^>ruZZu~PQlJZtpYXX#y#SO*2H&QuZ?w)1PNh!8bFmN6!dh@yV3R&iEj
z^P00`(mi?F-8V)hChKOKU|Pof9~G>M;k`7Ih)m<_sVo1I=zj?`xAIVz+mU!Pjkg7;
z1Cz<?lYb*6qvLppJ-obhpAbqWv^E=f)#LAH^?GkP4&3M#p1t%xlp|y{KY~78oN_O_
z(t$8!gX5p#^*Z#F6I;X@YTN{Zelp4*simgzliDQxd>;)gaXjLG!4*}_a|!fJ)%X89
zy23}g+$yu$1HGFLYX4Ub;-KK#@*E!@zthw#f9k1nzmYIeo&y`i?qm4ey+D(r^N(mb
z!kzv7D54h-KGM=!n{w(}M#tx((r@>#z9$uoUC+Hfm3{k`HNP<PrI;14_~K>i>OKxv
zeQ9Qv(?7;3X>J}D`?tZI%7DVV$7Rem99q@JzEGhzAXu?Ul|dICP^^-O7E1t|&%6Ie
z5@zl{@lY(1okF<2@17XtR8v#FJ0vJKYU=hV5+)`lZa-eD12&z%b-Vqd`wl2IIv^m)
z!(yS0M9dadHj1Qhn?^*04B{v8^yKzNN$q080w>oodj-*;uywL{;Qu4q)sI^p*qL^8
z%?a7=5r<;c4)3#{#j!o$UK2ngnk#qV(7d0<dgfuVLrxl)#Ey&wZ=m55T)^wy%yJHo
zj>aP=s@k@mp*Gllk<0cVnq0}Ml-ee0{&N$Ca9x|<HtFum_6r2g$ZXfvj~R{p*g4u@
zUVk$J->6`s;FiWG(EA+ED=&G#DRjHc;$xqIcIO_xGZH4VnBIeAe_lLjHSw=(oWQ}O
zT%i<S5eHHs<lI!FR58$PP$W!DP@AxSR4&(eK&J)3VM7u_I%~gkFg?6Iq2GQ@bsD8S
zi&}ExN(6e00Y7OhPpCDEfI49nke^bs!qH|bA>WipKNp2C-Q4(`!GmpqBm2_wa!m0j
zqWA;{V02QOnb7)OLapft4=+w83%G!CycP6wD#urZ&p6aKEbK2*gU82*2|P0Zxanp6
z^QT*rFd%`%B9f_H+8f!S@RVgCK|W2l!7CEmPkD8f0{3?<gNv(cY*JR`<U&2VtP^~O
zg&jvhVL&+Y?=4b3p$07}gaxDG0wgiZ_mX091~GjF$r=D6r~4&UYUk<gO(V4Vt+JLu
zYO(Q4SC<4&T`edK{V&#{f+@Mv%&YXOoa~!Bj3nxNK!BnRqYZp@OS`2tNttuHVPX=8
z^uB_5GxePNLC!h{Pi`K^c(p^oN~bT0k1wl$qJZ9l*K?iH%IQ`xYjay$vd+MLWtdwS
z_7IJN_n17!{r38WxZj;U0EUbKfn(uB?58J^Z~6|MJUl!!SvGOs8$`F?v@7C}v9YuF
zjOWQ|{a(Z1<mCJu+{m}`SMy!?8Mu-=nSi6rM4%;bTI!C#fymtXaknPq+2(=F8qfOs
z1taFfydyPDufA%@3whvL$VLCOrs@hgTJI$}xIbIG)A+%ZBckW(i7yQN6`OZS54s<;
z_fHS#1^M5`kN+#6DAojLA*cA=hOa2-Zdq1w?*@5u2=F21y>bWUJ29_iZF>d|{Lg;%
z32v89o;8PuV*svlyy2T&=?rItN9N3P%}g~p(9Ul_Wp*ZfKlAA}=Y%dY>bOoOah!S*
z$^d!4hIFHj^xT4fW(zVsSG>b}Ef4CrS|MOO1J7-7IwjXL0fgmO&ht89p|GHbX!G>M
z+$|}-7iZhkPg+t2Wg5geGC?#yw6<1@gj{QE&tA|q99<zUzfVt(kkHA2q9VTQS!V>Z
z8#Jv?j#-nI032H02Y7Sb>qnRahOT!Nqmz>a0M5n*fU(6wKoQ-bIF}si>3^$blhS2M
zgH0~aUsw%crVBQ^{7nNKjfMV-o~JD6M3|mNOPrBccJ9BwIof_imk6U}&=fHC$BMGF
zUPng1|5jc;>=E)J9o0iCx<W=NiH4Oo{JIJY5LkVW1e)!N9Q+^RzA`GxZ;e+GMMObR
z8fipYKtx)kTe`bJKyv6okdW>aP`bNg5b2f}y1R$&xO@DcbJkgRt-IF!aD%VFyzjj4
z-uv16SC7X-0Mj6kvLhs5U}}Jq_fnLcsR|M7%Hpkpa$Wk3I!wWoJk)Vd@R*ix4!Ou+
z37ot^Zpd>T7+Yznm3XRP*Eh6{Prw+EHTqBTtH#kf`+5%W+Ili+{wyKKY7_AleFPUX
z5hZHyxDGDOlA83=ayidL!Xi4JR*4ZB$rbl&*ZQYQtS&<}vZGvgfIyqY?(hI97*~=?
zx}FKEF*u+xn}a2LvRwb6aNl3ygiit!^Jai$F%0D&E%l50zP=!<g9)rCgVk~@|HcJf
zHO!AD@=dWC&PVIVOKi(!pHWzO+rn|9uxF~V08HqpA#2U-dA1K-N!|Iey5vVU7JV!G
zFQAbYET7jBXh&}V^~CSX*JNt>VzgE31dBiAO9Yi46*vRl%!12Z9iLLVpTnzH;Q75)
z*Bw{)&)iqXxciJOUnH87<-71)SJ<u-!9~XU;?A$;)8!(vSAk3qh<eSXJ-`Xi#N&_&
zsl^wtv2#dJy{%WNmf1f&?U<fhjTzX=T@qdLKJ1sDs(hlQt&J>BBNcDli>plGa|Peh
zrx@yNY_x1AsIR%sWz>s-lCeE_00_VBsIA_=Oz|+uG%m^9tgF_+XE*gwytyn3HNK6(
z5j8JYtepJbxYco?b_3brmabbzLA_r&grM1#`;C-sSBG`=^kAswUYneiP`L7S@rNfT
zr{_m{oVJh{(g)=Yck}jeU%Cw{xSxoK@K9+UB3Z<S%Nwz}CjpI@P42gVz6%<beG#Nm
zh|&YK*(k$3TP{y<Qf4aH;?+mkj5viBSh-A9W90AKmtle4WbT>QLn?rL?7Z5RyG_bJ
zwc^4Afc7tp;)do;>*bQGX%f^2m8|UnpA6B#3KsdZVWpj}v$y+qDiAcY)HD}r8g^Hz
zZaf%#>2m$c1M<@}%sL=U?hpRp@fN4Syq6~sSY@*+?=17AxGrMP+*8$X<z8h`%Rs9g
ze}G!Sn7aBeUGjKcpMo58tw{R<Le_B0oXnaVl72YxXD<I+P(B88(+JLp#FTetPwdjV
ze2(-LDiXOvMuE=pZKNG8?Cus#p|<6&M0+h}5f`<+sGjlmie&<4f1CoHa#<@~0WCK;
zZXG^VRC>>}hVfUi9O)4^GIwu@I9<&Y+oqek{LhC^#&YK{{@e|8AIM_TgdY{c`5hZ~
z`|_DXtyv}@yRgGshX;dKefPTP0P6pAw`mPC8JjN_z~)D6Qhv&#`#2Lt#$w8^o%6U&
zir!?E<qTYy&+$K2)pa2}*$x@*Fm(UT@9-G$!$;Db$|#X{<Ae0ayJkoQbB=bf@oj-u
zQc_a)N4b&9c!|*b>{MrhY`J&1=lAcc)i~#-V43UUnUUBp`q8Ow9eN!%bnCLP$h~lX
z_W?y29aB=tPsh^+SWsRuGX6&DvWY4`IYxM-6&(r-LDN~|s$ZU1Q$?XFqA3o4-g%<9
z4~5Kj%=-j{68_J*z`0ROa9u%9(rG?kus-B#jxk@z#viFU0v<tyXnBzlqA6l#ra4oh
z#XMw^$i$@V=P*LoBCn+td=6zQh<*uC$7i`l8=g%JJtls;!4nWkxJ^JBy1o5rMoo3v
zeaUfsh)coLS=a5*if;!<(hY31cpp63E@o@79xq^11rY1{hFB<p-&=aBdIgy%yVuI5
zj}f(7w?}Le?UK8|_1`3j#U__j{b@KgYA%AOXU_f72iC*VM0Geu|N7(H6Bb5#`czs?
zl4LnI=)fp<!8gWwBO)61{b`J1WI0vKWaBKN{~TVw3ARyZZi6^{g|&q=Ep#+Gqj^O_
z>@qOT$=AHc+d&rBRwFdZ9&kt}OkPXDoAdUP8Sko5{I=**N56%Kkr7Ez1=9<46J1?_
z8GeHVIR9JcKX<g!ynj%MmF+Jw*vwbE93G!`-b6Xf-?=#63X-+pA1lx<MkJ24M(ofK
zeomN`>kC5_QV1j;?x~ALtj`wa_iwj#AlPAz+_hB9ka*)9*H2x^PWHq~+NY~^X2V%e
zR0_00;&eO|5%rPgGe5nn0Z?~TH(P31-T#WG&a>B0JyvEnRI2N%^lkAYO0+x#COW$O
zrJ@DMYCq`a23gC86qj)Y`Lm6#>pVM=6S#^tFdeJmSyus<#f{r_L=-~1#*9vdh~_)e
zJ#&9eu63ceK=P1&N>Fm!h>&FB)_5**XK%5`W_>QoIGUK``a&e%qe~3BCjYJ7s^k>8
zoQ!jeO_n!QCTkj#1#S-24!N`<*Aj95sd6#Mwv;qd*{xb^n07%=$Lt+fUCb(KL@f0_
zH0HhTQ9McT+b`|T?8f={1#rtz5GIS6n|3(nEz(Zl0Qc3dXTtwjzA2O)x)2b&o<ZDp
z%T{eibt02gP3bhCV_0CK@Pw{G2+dJ&R@3mb%<e8?h(^KmjM~S@YQ`_*l>(t*LR{iI
z?$jsOjg#Up4JHH_7?jZ`VTSnNptG>CGVz1w_+SPp6D>BOe3HE)TO0m3+-O!N@-96S
zli<`-sR(zESalS6c17bzoJZ&xvH86T#|U)v0H@vQLZ7J{`a`W}V%4g1uttY2F)erZ
z%*`)lq||zLw&p)U7v9bzQ0--sm=dNYjb3yOL8c3LCUJwTrkvK7GBuT=W%Cgi60#D_
zz>uULoI9s@8TLt2{jF|lpmZBJkqq9=;Fu6qc%-K?6KP?HW7c(XeRRlTS#Ux9B?W}{
zUjguOvtiU9HEJkl?&35fnpx9$+oPdzP}Zs?aoj%T>67!2cAeS8@$!&@osgh>TVlX^
zW<}B7L9)^SFu2%5w$D;}o>oUZ%n^7;+Sv}ZpJWQ4yHCG>Y!t3CIED&b+E7ShRT<@l
zW#mG%v}KZ>lrl-K;Z7m*rUGO}1xxEh>&=vJCHxrdTxj6$8b_i|j`l_%0xSC8MhDE0
z@ca=kDq8j1tfKzG^H1vtcvek~FiSqihE8=!NlE`>1?^8B)g#dA8%u82k+NO|GVKx5
zgv{N>3Zash@CFbwj2#!Qm!T93$bceigI%GjcXf>!Uq$oyyIy!~oyQ7p4obyT{Hd}E
z$+a{EL+6<OPJYnzi|QEjn0my)Wuc}fTkNs6fL*Vu_HN!B6Sdb1a2O;76os_gHO;j<
z`Gn`H%suRB?uRfKjH5_5>JwtRVfui)id7u_57H*cspCSL>Ul(}<FY`gou-8E*8eQ)
z;-<Y+O-FNkLiA;AZg}FRGr~_;_!!AxM&oYP3#@)bft-C6HCUXXdTpJ<Dr0E3;8RW%
zW#mpQxmz+OvdOR7$YX^$6r08z+HWcZE#|T_O30*_(oSgh`|RNMR}ksm^Jkpqt1`Tb
zxw|`b^Ki2C<qkP8MK0Csj3)i51;LHnnG1DqEaDzqDNmGp_DJ?PysY_2J<KHdrK028
z?l4BCg|^jngGjXx(EPJy<!M^2eQQ4pY1f!dd{-Cp)ur4E9CCTiQNlBl0hYFSu#kKi
zr|**Y-N6H!9d-lx%Fy%s3QNWCCha)>*p7rPSSe3ngCaL0LwHWR!up|Qq+hLLmm<Di
z*AK^U!EY4u*r8$;{?N-AIr#3!o;~}RJnm5tlIM4$W0>bktHq{Xm1q7&$&kq&0N8tb
zd%{N9vZ9j43OE!^G&?UW7S~VMPASfV3(sSJmP$R$kIc@Hf@kGra3>g<WhVQX1s^Lu
zGf$<oBF~ul{a;E-3YF{n2V#ZZRQA_?zEy>lMnA;w%XnH`ONrM0%y^`ns>A2F@%yi`
zvo{e)&M&@%4)rK$Z*$4LIpQQy*P+YI?@m#8>sAer;r(B4$u|wkT_tdiu78Bzd2@AO
zI-cNLSUwyPYaXoVvprrb1?eN6e2WTLA~pr4_7K9%diTPhH{LQ*QbNMQ*+gz)k#iEV
zTxN%m?S*ysw@0T$Er6m(Hjk`&VuB^`p>FpRKAuG|M@qYfiFtvxnwl3jeL79ZT%iO)
zWTsxqXYcVR4kFkTco30@Zlx^-Hp&mT?fc|}3LDtHlXMm@IvX@tYzzxh6M=+5Qgtpe
zPkA(xRe`3fz=GE3`sMbNf0e~`3TNpmX;;Qhm_s<ZcC!Y;=NKCYry&2Mgv3|JOImY?
z{s3gkKE-U$X1ufkNd+>}k4)8Ta!S>cQWWoCXl+l43JZ6%Aeq4b;%=2w-h5yD#%x;g
zrAd=D5-QUyNX4}}h+cCQ$V~87{)s6>_?ER0dwTWZVs*~3p0r{!5(^K)U}nqW^h<ex
zWzdosXmGMRiV>?-^Sfngi`1zA?Z<ru>Sq%V8}-z)6ME+aoL?(Li<Nk6A@-`~9u6!L
zLsQ{e0R!Cj-n&w|yC)z~UTO1gmIcd)p_AqzDH+|Fe7W0rGhtDup#)Z!2NGMOf^`d}
zM-QnRe|Op?4tH8^)Hw~&;4i+nE4$%GR{w<A**W_R{2zHe)@)5ejMt{V)^g+tIqU2E
z7uLB(vKe=G#|N|Ld)Z}$tgTbJ&0LhW?)QvBdf3E$3|&;d8hOf8RT&#HmMbkp;t;71
z927+LZ}PYvZ~h!Rt~E`~^r1Hw{&c+^m`5_B!!}n`WPO2Iv(3rpnzI3C!y<Zj2VeU&
z_Ok*0dz#gVk*&&?9EI6=c}1r7+TvZ&4!Vqo#JF(v(;SD{*7CtLUkuNi6^KWN=DRx2
z%}vKH*OW|cF=))oCuhdth-BcAo7sx2h=_2~E^9QpmYhoVv>@(r@8k|zACce;Pj%Qo
zU!SUv+eNorE1J0|AL1E~m(Tv8nEjdWIw3nXYb^I@n`V3BHdAU*&_ZB0r(bjRB>LK-
zbN<UFkxHJFQLo1wUVZ<wq^ikl;;PYnz8;25hM9VZP;_Duw8?Cy@3`crkL~{bwVywJ
z{FpqKt%`7DQ3KmZ%~TGF+#e1<-DfIQH`gu!Uu4=Kq{M#WEph_HK<jHhcg{8A!vZJk
zK~zKGv`TBa@l)4e(l451PkbI3=h5}%$HVqe=@w!wUf9VOa0BP7vGfA(UxG}Hh3`7N
z`_9SW0N?s^(jqq&5I6odD=+!z=5Y3sY%8eVh~7xOJ(Luk6H<Nf;OFSDxQz^3$W^R^
zEj=VCGdpSWpGxl+860p0GYZVergy3N!CSs`>T+0GEV*_kB(pSDJ&(6b=o}zWjt}Hv
z*^q&hfSGc%;>P`|o8&rBVLZ=|ApnfSf9D`BQ;dRt-nUP$7GVmuZ%x=}nB&zfqj5$?
zO)1wtp0J>4!MGptt0J+2t9=@V1!S5T#Pdi!Wxkq3mfC0nD)G=#q!Fx8!slF7_m-t9
z_m{L}qR}lkh?K1pY?_GIv39sZiVN4SnjF1ozW6aF8SSo!ipAcu;#}rwx>(iJX4AKp
zGe5dM=A2XABLDev^fJ2;xtnj9UAbP58aOI<$gng*e`8GC-B75h3NgJO`U&u&raUew
zUzr>ALa-j-RO?M*s1TysV6{%Oqb&WNk;kb9t-loPS;(y$TVC(`@dxZN3vIIiYdGi9
z6XM@lp{>hiHbzz&$cO}@T(h@w9{{0CY4<$!tL(|UbIJFUkd6^^!*2g6UE*{ftmoN=
z8<0wfpjsIRVZKw(3=@9EM(d&o5-+0^OLo5-5LCZA(M~dL^kkV@f3|+Bv{d0(1=mRH
zxo?mzY0y+*3Nc%)-0{sYvZqQwCqIx$Q7V^Y^;bV0hAf3=oP&0q*`C!}<0JYtb|0vJ
zUwcjeJHEn6R~!l9De2NesE%az&p2gWa}GMZ*b6Unu$upv<r>6%St(}vojvfW^?Mv+
zOXQi!<O4tCMRL&J)!ut*+|l5y{b&(yqGeNJ{eMcE0ATgsKZK2A#11Vrm%d{kdLcgH
zw=vKugx<)ycpgE3lQG*nAZlR2FUjXINYRR~KD8u2%7bFn9T*YgO2C6}(|RECK55H;
zKGH0IzIEna3eIfq#-pGR<?k_G_=vN(Mm>Pp4WfT*)QjMgy})^@AL~v2=Fw7nPmnv~
ztuxcxtmi*lr^ptPKRm@=46R_=+CQY_dKE6AHI4n0$oqBrYHX5nixXeG<!IeteOOY&
z-zVW<$L%8dKJg(x8Zw|pRtX^gZvW{F^xq*3f8UMW|CRufiw@<fi{H0;|7=!JA;3=u
z#{V&h@jr4&mv~)$LDImWM<LOx>2!T=|H7qMFOxxNM9sm06gbgaXDC5{^Zz*>E(Hh2
z6JXo)=MuOL1b(<BZSZx{3>gGC(Y^>;1+!94siD}Rm=C7iZ{Xz{WNo;|4BO*vxL#!d
zEWp?O-BJKX*-SfL7M{(|n7`W!Mi-?=V#X0xz;B}W<;&fg-A#tqpWh2mW$tT1`eM!u
z+Ap0CO3_$>y>svM)F(&^<L?D2DW?d$-Wd9`vzMCMd?#IecJlK_i7PHU6bcO{bqQo0
zb)NLA_)=Y6{m)}FA_H*<<0*W$$i#%>zqt!AG*S^Qckg{`-@Uz)y;J*!nZMw*yrJP8
zI}`~Ssg7>t+q8;`5%JP+CyKjY?zR&k?{jd!MW^I@0jpcH1_+oyf_1DW`j*`2(kak=
zWfE~&Rs}{aEv?r;ne*D@Nc^jB71OP>zCLy&Cdn_v;i}<aq%pS)5_m-ddH{BRt6*W$
zuL*P~H303KUs9CUmdXo~_!h$9mQ`N)$sU@Ny><v76rti2zWIfPPyk5pcP<T#yu0pI
zFSi}MzqVMR*pa53|Gp8ty`WMSTLIYZKGb#AiZFk47{Cu{9`#PH{44e*1BM_&)bO~;
za__vi7z9j!;mN;!KWMudC;XYTv$MY>p>>4IyK;@aK`u5FkQ_o%RA*4O%h7Yeo{~a(
zah+Q|?IlJA!@7HyDFl*8%E`$&?RL7u?G-WKBAx%O;dEW-bYVz}Sr}{xxC5S+U1@WR
zE#6u;Vhi~{9x{Kaev?fKRVxOf$-3VI1Jzf^+o7O;1q6U`vVSEciL7_Hz96-MLTIY}
zygkX+!2CdHh=-#!4K(}Qd*P2AWT>NNSn61S9r@zmF+_2gBM*a;iZZyg?sylj2zjA3
zY$v5jh%Q?&)hk`QDtTN>D&zD5iP3Y=_R4b@YS#%bX0D}<w$$4+X5G7A%VQI{DM-v|
z)r^2%8E2?@gS6)wrMXhhn3x#-mi9iRlH|C=5>jwe5FYHBI?Klj(ix15O*ZJ&0da)^
zq+rLFFU=v8%5lqlguuCN*<k-kBG;E{=GG5lR(vCnC-wDYH$+TF2e$Hrq0IW?q%zt>
z*l{CRhyJVtQ*D_Y)L1fLze*&9ogEMZ{bVwh2Q`>OWuPyqNrAH7kAAP7r$bpXnLI~0
zPsM$XZefQo%-7NijpA(Z(NUZ6ulTwy_du%1U<-6Er6@Ja8l0hj17B%)a+Hrv(=B?c
zJNGl7b!@N4J0M0ns1RKxp9d9|k`3i1YorwqdC$A)&YE}-!*X855&+l*=?|LIjtC*=
z_0sIUUZ~Co*9(dzZH(Md+{vm!Po}%c+5Xv{R@~7MUl6d=bf33`$kKexC&zo;z<M7!
zCE#E0cA}d>wn=%<w=tZTnh+}W40GjT)sh2<@CR%8H`<DH;t`KMEHp&!P-fh9Rg8{G
z3IZZBUubOcNDuj!h=!srp!s+Br8fzb$A85$ctu4;7tMi`w6yrX%G@mLe_$_e4!57Z
zvsqN<euo?}l$T({+?Dv&>ANOVk-%mBOsf`+!Tj?Lw0b%K0lR4!BHy7dI6pi4p{<s~
zI_l7xduMTuV+#zI9XW2jhP?2E7~_UKS=W)tYMUlj6AE~#k+zn{igEn@0uM4A$AQWj
zd67I~@Is^~wWRB=G#ZX~(Jpe=U*-mKfW>M02FgiHhYN&`#Kk03OypWx+Due30nwxH
z(l*%@wkc>B6%-7rf=XY)D>E)Z_D2ocm@XvdubxJjLm#X!YIUD#J#W4`Ix^Hs%?Z3D
z0-~<i2!n{^WUGd<a0{seE^{^Qsqo?~x_q(K#)^sph2x_3*i_v{Y!|~Qg=a2BopHK-
zqLST$Nj+5Xs`ii<AxKv0FQaCJaWDMY*9x~Y)3!WG$i_-7f$4XCn8Ia9K><}e0|p)T
z+3FM-z#gkdxu;L(4dE#?23T|nxkS`w7iUVAij>;-q#R4KB)vmZ*KR_2c3qxU&t2bH
zy*WW+V`osEiCp_49;T11LrUxqfIYkGxoTk~wRX3T(?(l+{L026AST=6Gan7+L{O1<
zj_bkOcMkZHxgFoM(~IXyzyqZYj`n~0pb;6yx{$neC}9>cv&dlTrNWvGdYEq<<+ls+
za~>g}Z_+hBw~1~bFH?zJjVGD}&@u3ta-ZvoD;LDC^RFoTAc44wqi(^#HyY5T82rzt
z$+y{Lzd2n;9wMuTt5yn&-7O!4KvCsgv~7(>Qota6xXU3Ne+0r8R*#6!8_pOJPHDB4
zNfG7WSj0H0U=g@|tmC<$E-dQ6HfyB;xCNwYjrVptiu-AVBh{1s6$F=QGN#->AhWBn
z2Z+D1_$y$KV4@Yd6KTKvIxycM(>3j418VO$ATyd_@u#(X;7=xr!Uwk7Vv!3Mf>DjC
zqYk<j|IJ_Xp||xSrbWi!4h`~+3<hRvEHcU2l9dV{VIe-!88TzhRA2^zt`KYe*ca-=
zLo<cEm5sTPo1gAobgVlbg3N)fCIxOF)x*uTu5yP1hXQh=^hqDR6TSUYKKVdL$!L)_
zkCy8`2pQ!?L)!iwvYKES)W$%$>csIHsfxS!;!))qfrBgv{R8&OcNDn9&1I?2;`b-w
z#w!^{#gY6dr6z&bcdzAIf&*dut;bEE>IM_=D+!=$_g)^dOncn6#9vPFYFl;I9SM3r
zqMH$)PR*E$tHP}6^ucVp)JGB)udsxdi&3B3?xTZ5oJ8ITZIp=M;Fgu)ZeTsDK_6(`
zdxUdBvssa4($PP2b{%%^>XO0v+J4q}2JboErX%&;x#Uycj4`gi3rvwn7{AY_x!9uL
z|1_yfexsZa8q*v6#`#hsr3@*NaG>lO=o8fYNNgC~`Sx#67T8h@|6ieAk)u*r_FoBe
z|L+?%er$AcanT2YL+8zX|NX(E>d&Ku&w?SyQ2;2RJ0Ffm)7@0HAjdK5Kwl56ne&T7
zzn%S&zwLbcAM4J4c7Fe5l=0o9VyAjC3j^BUVcfx7DzF1!ORID63k&1as4zpyCblOV
z(Gaj(Y|;h<GZ2D+-HHEwjJWwhG=xaf+h%U7*;MFHD{*4LrniAG9_RT5S_dREp8W2>
z-u@}UNIL;lSqKfek_<=&<NbjW3?_1&MGPw0@0pnw6!bs#j*do_Lf7Ht{ueN_nwrmX
z$c3IeAsO^M5K4c&QYVf|kY2U&FVP;W>*F{6I8W)$|JH=P&febNNCqh+>8;^*d;|gS
z=Q}_h^8hVU@ekn1cWV#dYJZ^2q$-Eq;5FUcWZ#5hzL->{zgvozS`zkGN=Qo%M3a27
zzo!O`K}6;UeHo!r)(MGTI6SjqL`d>Ih!P0~(Vly!ziFJ$E6usjJ}b$}GV@<7vrEJ5
z9^EuG*5CQGX>obyrZ{6)=g0e>@4qa*)q4BDP&%F!Qf;$4#d8`0eh8nv{M9~9P`6;+
zMu+KmnsqR<2E68z6&aadV{f2th@Qr^S!&hDRbH+&E=YI%@R0&?CR&(l=-r9@l6iU^
zgk>dbSz_P=Q^&w-vO)uAXLtk9lK*s?gRVVk;9PM8b5uBHY;3b~Yj422?G+1)&Br?c
zAOjE?np0;s5pwUqncWZuk`>Yl3Z!EscEOS2opt?r`-2$-FgSfo{kt2B4ZbVRWI#sf
zd&y4{beR(59jB8eEVj6qt8wn1{&}C~LF1o{v1bZJa>Jqvp<@^NSGcpE;bWY%Q;_Xe
z#ap+#V{`7bCVdI{bsy0=If0oYNcj+X55mVF3J#BFPBW~JYf@T`@#WmA75&${jYYeD
zub6f_XRAo<p(WA;wm$h%%FGhERfYAsPYuK#H}A*^YoM{pOs~Xg2h);zJmp)gOV7!9
zs99|#<|+6EhDX1k6&+0gsNlR+ZEfwrB5lo3I}zmd9PQB2EsqQMb!j;va?vqF@<os?
zbEiqvpK^%z&StkFAyz@2OH+nkZO<1xpVmV*rUHj>NID^+V>(~<!XA2?w(Bo{=X;9Z
z?s|voa=#~<dO2ZpwvLVZ2J&?4=B<q7&9uKG+9T{ys>g!O6nn+vVKZ)CX}?hjrl*fO
z-pE{EoV0f?2(j9=e$;a6qW;e1O6}etBdF%&gz0&8&Po09B?TYVz3a<kQE~ASNsTb;
zIm|d6_n$<#mbYJg2>2aJBn|NEPq*7vnf5JGz~q&c1HMyd=S0vurL6G&jn>X%RS0K|
zYHER-VnV@m(1g^`$453tbq)l~g!32#!zIoaI@FU9Lm%syu=7tl{rVqTjk)s&cXj1z
ze2!30xRsZe2QqdP-1iM<-Nf`_!r~v!#Zuivlk1&St)-9;Pbm)1nd~W(SB)Xn+pV?^
z)Az-+eg+js_1@V2_{_zl$KBExY|NWp*gliwLjxaUPUVYaG~(kLjqmf{zHXYB{>NSj
z10PX_#<M;3Q^`AEDWGBLu@=W$B6*EZ5vkGM_t0b%4FF1sRJ~DJP!M>L_>a-p63q0I
zFLkEfc_5rT@$6puaZJqb*E!h^rQN>*IpgLJ*WNCzsmcsP(Gtyrkfi~8P~z8}3}(Km
zrA2n3`9SwiDUFYttRjAz`Mh2}ArN*=e9LM(cr#286k+HR*0@f7WNA}Lf&4%Dpivb2
z_ucXuT92mahJDAcVmvt=<aC2QPaYo~+#4EWZs{eAl(zo$YfV&NJpOS@{iD<-n>x*!
zDptRSH;?c6R80KVB9WyNPN?Uc{OUsG)^Rr)ViWeqj;c(NjdkS~@AW?zfK)HQ06sr2
z*o@*QQrYIaR@(a#ogAO<jiuk3$g*fV{_qTfFtw%n{h{E@f$uGC%nv0Dt+YwspC0jd
zbN7k&w@h7LMaq1CvKRJ;5+C`T((npaD!krcll%opWK}<bkN@XV0Rbfcff#_84f)5E
zb_D-k@n8R2ilPs6NgRUdVoy3$*|V0~)>8b62fD~Ob_V@-TdH+E0__L5G+AsPo0^*P
zp7t)qpSN`oKu!`|bIqZ!t54h@bm(VX1xaP{GtHv<)j&nNnMCimRvJq_xi$+Ss=9xq
zWS>Bx0u2{K<?&fNQvT~FuDKqIb&xh%GTF9~YF)(+`#QomB?2bySFj7-p3B65&R{5Z
z=gZtb;%%a^cb)sw)6?@Ky-g*3h@Xh2%d&POOy-8hhWW+CJOOXi0f|GqiMFVxL^$5X
zup7+F6S6;2J4?H}n6$LC9verLUnWHGQ~aYx-bmjXJ?QS~Ipz=+W}?0m;T8|(<S|WJ
zmd&gHhHc+*^<wUAqt|o;Z)1fExAXezn;X+F@Hfx}0}`ItoKTri`B3H1gg>A9yDC+6
zLr=3BLP>3Bjw55&zS|nII`6%|y4oUBYcxsLv1kI^`oiiIqPY=^H;_s!bTc#CU(>pd
z6!h0SI~!&}%0%LDuoFt|e+`h$8yR`yesV6Izp-Uwny)LGdmb1Z;FX$6rlqB^JJzXt
zxVqG?x%=A&dX*U$K9OW2*EVx|`ms^dHz3FOU#eDN%%$hVV@)4Yi=!M2>6z)hN;A}0
z%=r_CV5Y_yzlSfEX>n6uZ8SmQxN-W2vCa)At30meGCNb1ZH{AF-{M0D0r&Iq+C7Yv
z&yU5#GYE*UHZ<X~7Y|cCMhQ?KJjkJL`~CX^qej_tUH9V<*!@3%F-D4#HY)+3G4d81
zm)n9_Oh?To5p%^@NFyTX<#Era`NxS^-9^Lg0<HLXwJuG8B-v%0E_5od$7h*p8j8>!
zhZ$zW_p8ij9w8IYxFLaGl9KMy(1>o&mgA>-+~9_qb(p`bWt*vMUrd)X)f*3QM(zM6
zbxs_c(`e2vrnpo*eynI|7bed&n?C*;76u71EVhE?k?E?d11X2hFR*G^R|-_J>arZ}
zKgY#4>`OehAaiYXY~h^iYbJwUr`uTF?oSyY+&bNNv!s*#0AZ~W<FPlGO<>nf4tz29
zQc_YJVK?z0!Fb_(jS^(YHOehdXJlk80_jgPR7!PSQ(bqfa*K0*D2Q43<HsKw5H&YB
z@i=UkC*_-Ck{8=+tE;(1Msow#>T})8&SUW2QP}QuCE9QnG)*J;6PPH}=pNJK?E5p@
zwE@A8$7bD3l~S@plB(yU1`6t%#xGqsbRj)Ey{YNr%*i8;F{i1S_t3Bw7CKT?Iv7*8
z%G-m>F0@#*t8h|1Scf<5KN7pmLLw`!TdA<fn|{1+wAS9dJm)3l0vJ*KBcaN}ou!=+
zK-p5$X3zVl7R*^XCX1cB8Ep|T&ZQ2yzP{NmpWoW@S&YQ#)h!X<*=mdGFJ@$6Vruh~
z;V7;wacn$1I4CuMTe#n>aCY#m*3IeyO1>352*0#6%1SFMX!+N37sgvyd~sLyBnRJR
z!QlGyVR?_L<%{mQa+IC#(@s54^0fLPCMI~W1dfi)t4D6dzURj#Pyu|y0g@1vLQ329
zy@>8Z&$P9`yyvTH6y&dzbScaFXs8R|<rnVB)6;zNDi*@ECn6KmZ!$et=o!75`($)2
z>bN1BIrKLN{_a3L0>-o)|4sObfBlOp#B`?eo9Z;R{69|HPeY1IwM%F`iS6v{j+rd$
zfIx0D=#A!-2|Up;4`pd>3nTr+x6WY2qB0~n&F(b0n)272?s42KaP6tsepZZGVNT{*
zn7fV5XCbkjtzDasB`)@9N+qk>8UJ~*re=WST_O4L>LgiQLPEJYG)cu)qs~1O4igdn
zYPk2~i@1zbKCcep;41cxloUPoLEV8njRwsRAlq3lR1PqPW-O8~2XXOIK2GL#`a^#o
zrUrsf@&J)0n)fJa(5w}7*BYsc{C<A)3@cxc5~vt0M~hTr7|st0|G<`)wZ<pOato&2
z#;i1qxx_Jkz0LQq196$K*E~PcPcrESs4i8Bxl;T|YgF&ETvi5#D8W{w8s!iv0S~cM
zi<^||O>q9iS682&S(TphQLiz-0eyT`ibW!;3Tqh|8Brr9Ju5BAGU?UoPpQpt??D_J
zk}K9?uj5XWYW6SkZ6|1=Dh~C3`GsVie%scpud*6!vLSQ4=@axlpRTJVe*FU~05ZYc
z&`~pRC<hwtRua4IUBC*I*PXIGrBOH(6Ca<G95tH9Muj`xh<-WZbfTqdJN#r!?|=rs
z8QxZDr#n2%KC;C5X}VxGuB!hVlfp*SAvP(g->aRvZmtRFJoyJ9@5%vvH(XQ+k-^@S
z0n7N4x-fx@J86>@^38HrRXd$M17hOh0j^Lm=<~Wus6V>7xSEeSaX4*H`o5U7-<@p4
z2N|j$x|C(8ANrFUtxN#N%n?4ziF0K$q*Kj&0z+h6j_v*QfmbFs>6PA?O>G{68I`-o
zU*HkyXI{(%RU9pt`O!!l`A60b@pyd>pG)JZ9`|b9K)RNyW{2MS&Gz$WKF(H}xv%{F
zeRDlxn(k5gJ&_;#d>N{}2QMnUVtR~@ndcscem-^n>vkqnxq|BR{4a{*+3+U+1^u5u
zbi|N0Ro&99Y)OCXIjJyq$?#INKQpY3^!Ml-Bm3c@+KmURZWQLEXS8K1mWwr4_0FVd
zt`!>QdNxX+vgIfhAC-{XoM`U#Y&8^Wd@2JbT=-Z}aPa%7Dyxb$t)Mj>_b0c#x*4M!
z?X_w2fA^5CTT;SRtaofnhMDd}2=wbhd8Dqp8|3q;yNkaoum)KSKg!MBh>79XEP@@d
zfzG~py5FI<hc?RciJVZ1D$8c?tGt&j1E4$g@nl>$7XR6LdH0xF#j=31c_hnBaIf^S
zFGY*`?B^ZjR}3sIXu|?+1rzr0Duug|YtbyU@~L-(bu{TS%2#`pn})g$uj?JSQ0}29
z-Jy;tIkVy!sXADBiF;|Z<EZ0&?uh%oa8yV0qNC?LJTP&)x@KvVSb4EX>20d#iAVvQ
zUg%&tD2}nP;QinEAuck1jm19{Y98Sl%&S7*a3Dg5s}E*S2uav?PKi5E`);?*eTK?M
zMOWSQ1NyIPG?bri+Fw=0&k4zE_)2)+>ye;OSY0Ypo`_}34G<T(Nm$bvnpI^`GWKZx
zO_PW7vMIQyxMZs0G*IbHhO&6k8bfhYh`?=1@rm+mkXYCY#h6j2$;yb+I3=yVHI-S_
zA#Vz%XRG!T#d0i6d+5VOhJmiS=v=0DvRMs0GCMw6s$8lw^=*0c1_>uRI44?T>_A@b
zi!Uu~qEZEibvuUZF7_cLG}l`3a>ph1K%cjQi|L-qn5F0e5i+Y}cfV0{T;X#L_3=ZO
z7jHkk_WREIQ8`{0x;4|i6U(go(;JJ66X&`3JW+wNtLg0?)y+_-5Xc)u5V~Be>bPkp
z-<wD+*#5M`ee@OBmAU)t=<UEX*d+EEM-~(GlJ*o14IZ?8=M!JmibrRn$669yT}Xl(
z?;&db8uzSAbZk%^%2Qwf={;MtbOb#(q$&}w&w0CS8E;Mnq%ZfL9eeWHy^(LUp;?%6
zFYJTz`1pA5&1{n?N%=OwuK2EOChU$+75IfFCLMDb#Fm^9Ea%OgSBX#1-!H3SlJExH
z^4$hrOp8-Ov33Yn5I$E=X;N!_Coe^cRHt%YIsD-dA|y<RfkL($@jmFV(C1ZF?YsqC
zaa;_dxt&{8$rs4ceYnUSKFlUud{G_?IXJL8_NAO*_x6#Q(XgQEn>t{~bC>UAQU5@i
znh=w@>UOm5H(E$pdi(2cKDLPw@i~f}laqq3-UrW>SY0=K3)~UEU{S?ncXi2pZ>5_I
z6m#>ItiDZr^;~kzNXgc+mHdJ_L7-95ytHHfTJK-aEqZ>e0PD?2>RZ$G)Gjvh*kF6P
zHdVG2(GZLJVh9K4=Y87B2#*-u{bffW+2Ph#DM~$8buafLfm(eE@vbzParLm;$<U0{
zlIl66Ta)q@OD|Qr{~%3wZZ;34_Cx-WQZaew5@csGy-w|Tkls8NCn|EUL-+8AX1F$5
z<(-SJi<`2C%gx!LO&;4P33~aqHkugi>g~oNoOLc9t|i(XF5+^q7_;=OO{FP!Dhv<7
zFF)`bnw+@n&^(Onwk2kI6=BF0b!fP2t%#qS(f$5j?Am)z-+p+CDm{GYIP-1DIV`_F
zWgwex`T8Y7CilArX*#OrfmEXdPt<A4w-hn-*kx4+JNjP6eGzXv^K*_Um9*eqMqIDX
z&%e?(ZPo<yPiw-*;=FW%l9l!J!Zr~s=t`N#N*d`aiEpE|qMi^}E2W4L-j(I|`QVM)
zGZsCdrLLZPQQFo!YpMUT*c8*Nm*`RpJHms&>koQ_HPukeX69N-`;j?9Z*`4K|F`p{
zb>K^?P9tOErR`F~y$LbIQvZ~V$_#VwGQQjf9#s>)YE#(PBf410D2Ep~Lu}+RQP&#A
zd932Emv&c+JR4K@yWZrFd2TOUDhsTKhwFJ*KFfVh#$~}5Z6a%3w7F_f<SfC7p8HDN
z`h$?@m&ijZZD$>qedw9Ph1;fy;{lC3?|}&8rPkDzhNnx=zh0?wqn&w>mK?fHUQ}S1
z5_fM5bi+<nK|yP)GEP@0lhV5AdqS6|vViq@Cd_q@5qB87#eY7xgRGs$rZI0<pK|TJ
z2BH_dKfC?|i~|M+^$<aNWjeaiVme$dF0nGXGMm5e&Mb=A<{)SfV}L*RAdA|xZT3-J
zxC-6I?&--E%fg`?|F10;fou(j&}`N@2z=u3{CU-`uAxi0*v4-fE|f@wUTxpD4Zmu0
z#QFEsb(eyhn`rk!g&hK;NEh}AQO~}()0*YVhlg{rT(g@9TiYYGG;Xq!?@}&M38@;I
z2~P8Gky{i{O``5mjtJ|J*xN*9rT9>x{>FsHvER}tAI=w=6%11tD9gxzwe9r==OwtO
ze4|OP_fTpYnx!UV24(viz6`|PE#F!E<^w8iLs3k!Kvf-Ayl1q*!_}`NU@LH_Ag5ex
zQ$|l*$rb%fd<MLEbgP@XDVQVL{U<!`J3f~{<a;{ZD}`^`2Z$lp>qwosF+TMU8>|fq
zikS7u=r;$IRU-7;Ec~a>LBs+c;9qr=12dpC)YTd)D1F;pO)JJLlTM-@xwi2PrjDhj
zhx9S8&FNfL&*MrtJnJ_#>@S%(^A5?^(wP-%V}C7yjtGJSHP)|&Q!Echof*$<5-v)c
zb+QjUsz0@Xx^wZo;b=1{CW=w2HlbpcS>r0T@0xvXX;rwNYGNS8Qs1eeiB5R=9k6OO
zi-r(nDSzb~>3j*9xeVX*VW2AQWa&SNEP80~c_tBpFCbJ`WER7IE~1jyhf&e3<Kp6b
z0nfW&SzqnClB(kktFQMbVqI|_DR#O$+B7Ngtl?;jGwKS(MSFvWckMFu6YQiIUdJ}k
za@7!_VceRc`?W8_fD@3J$6IU93l;2B@oE|Y{$nA)SRXyoepPpnIJ8#F4S{SmWJEb$
z9aD@66-hY`322?DY7l>Qkg&D47jvk0vZ&=Yr-@pMa1XzT^jwMzBlq}i1KT0xy&180
zzV!(!b=~2PQL{EdIL7?w663kW>3yf+Ay8ZoK`0|i(a1bMtgwoo=18o`jf_pcOqXhN
z+{*J_a@&OphrFha`CR)mjSsgeYY!GR5an<i(Q120-LpE7pe3ZLiqBLsX<>hxHwTg`
z*Y<@aI90gj*wnlW@$e7l>OuQPqHdL-fZEKuQuwLHxE=ifuDn$Hov%dFFtdy@a+wj6
zgB~3~K_6w-DHrER;ABz1mP~b&u%526LMy9a0a(QjytvviLRfsmk1EC?_s8f<PEOU3
z3~KZtlY>mEnRrHj+?iTSPO#i6>$I)Qw;T^WqaASD`$GXY-oE;_ww~ERdr5(-y1`7@
zq?P0dQlU<ErZ%N2qsC;U<f>hG)5S20v1^hGmWr`zNh8_yCssbp>e8F5y3Hj#lV8EV
zT3n=jJm~GaIi@oULXbQ4?h|faE9rju@+HqQ2$d&xhCL%FV#Ra9O`9f65GU1GTtV#i
zku_pX8K=#dE$Y$tqv5y?l{wSg_%7C@u1@2jC*m4BjQ0#{Lr+L-6rF(~_c1%eT||Js
zkd=yB-=;k&@ziMH6nsl!cC2<yt@>4uWzU?1d2*iR({C4%u>l4<HYE)M%ZSK?-qZrG
zsaZ?;I7Qo{fPi#8E-icF`%?7UY<A*v{EhV4DSV4cs?X1t7`tM$D_9659>htubEs-#
z;_n2#hdI;8m%5%}O5M6`%4@y0MVYJ&`cRx=n->&8jfapC|M;yb^794&cRZD20*yWu
zm>;FzTwg4vVbJF7RPT&uM)F~i@u%6L7)6s1t~Cic@HlMY1p%Yc!a)zSN(?h0dQVS}
z)Jk+`Cv%w$r0~FTWhIXM-8(gpFI{ihyn`IpBCYi!onLiKXRFEyTTb;{xvYhDWX4JV
zE^QT#VPvo%uI%LP4hdg2&yDVCeCcXAKzm8wLDP~ZdB<U+4L_&*N1?uRrd$*CmQ)GF
zC38y;CNbMXe7U;!+EnJ)B_#S;++3tS`GVR!F4}~G()173g30nPGNl;2zY`zYkATw_
z*C6<RY40Mio`3LTd-3iEOHt#6U120~U|&-8Vv_n?{&n;&cU4g%$&|~pe)%Tr?sqq<
z*b||g8et6`y$J0MA?EaJ@fG2hE;@t;Dzn)`Hd;kNsQqPR;0Q&ysZ7d1WhN0P<bvoq
zVe2h!NQGEztz2tOUFLF6=$?zrj8?{B&l%nJ4N%0qcjGU%lk-DEG>Kh)iWj|&FeKzM
zc%@ajbbTDw1UHrG46nkO?s{5pH6^MaT@@0nGNOyoKWPDF??te>G<AmO8D|>j9cX)?
za!Vb%%)ueg8Qu6(D|g~(2ys+JMI#5xmmBF?>bmDx&Nb}|o%m_YVuYb?{f64<ddg7f
zXk{_HxN=#pYmNw%b<s|?RIyrBzwLBXXAJz?pjv_JJOLl8V;5*wr<!)1gJ|%{O)T~h
zweC)^;JwfLzH9k-7ClWYX;qdA*X(8{TZnIsV;@FNT#xxw*Mf<IOjA9z+~iJFx^@qo
z%i85jI!Qm>{mCssnW_}Zm~Cs=@k3D>t@q|ej3dR<3+hFrqjaO!Q{1ay66S-3l}r7b
zHC;4E_bZRE7_tcM?OqNuK&@_e!kYFb@O3Hp_+B(tbeA{WBxv}m`>AR**_JEc>f{<p
z@_$1WJ1}OM>c*D@VS^``#ugmmt*5|#rR_l>nYmuTN(Fx!Im9GV2UU-xRv;Wwt&8gH
z<UMdd$Yf{{?6ytph%094ns8n!gun@IkjEX|39Jn~6;*!!$M_7mY8yD@VH@f9se`s6
z?ooCya~eoV4fkiB&@goj$@1V4;%==E<{g?jm4(jfM9S^=RojmoM;uZio|)rD=*P@C
zyX7edeRZggKks8)wiL`ipM)SLmG76^z^+rcWBtPA13ZW6gN8W7=@sp+6eMEhOEcK4
zx>C02FBuUwwYOfV4GKS_Phm=<nZ^wDq%Jte#$b){cFYYw9zk*B3LA3FCvUnlERdqF
zOmQP|Nz(OD`oJ@KDH_#|tKY`7Pd<#Zse{_(v|e3cM4Y~;FV_>SJS0<7AR>vr%oE1H
zsnyM~ov&O+V-~((<lDHmZxnI(3ULj90cBr}6Tw*<yBEvll&J~rFSRe0uc?K!dR!s~
z(zZMNo@Ch%jf4Guhdq5iSl2sve)6c<*FHnii}D`(vg<}zRbEKF4|YV$ze!*Jf2SE@
z{+p})-v-G4KY!2&Ih7w)v)J%#^LLx3U%f2+?Qm7u(XqeZ4<35=AzTwwD<I43dHVeM
zLjZm|*VG$MkFyeR7{tT=Dsm#MWJ_(Y8II1m&(H3s)#Ti1k2Gk^I5(5LOo@qjBxghB
z(d7vgCvS`D7TE|MKWNOz0+`|RxM*@38eF6ocA)9z3qbrltd>A<5ZZ3jDKmfpHfi3w
zxNv!1@5s5cZ@D!hC5{@2zpr>vQGGW7pip{$`Hg{fh#4{b0lpkJ8A8TI+cC!CQ%5Kb
zC8(piY;?@b?XY`j$H>5fzv8{`?I<W$w$~i0$fJ#`#FDs#Ow0FL0SYQA#mc(p=FJ@f
z7<h&&c^nsbNInW&03+6i!vw#ew}25B^&!X`5ElNLj~BiPlpsEIirE`~X)9W^dLZZ=
zM;QvHq2BH=l;h9O@+Wg6!s5R|J(*g6fQt(!g7F_?xgz=S03x9884hp=(WrD~>hA77
z!U1z=A8T(c?(c79UpO_}m9%erSAsZWB$$2?`K@q=`nAhO4CiM?RtXkX!aq$cAlASy
zKJ>->+Lq!uLHb}$ol~JsJt=^LCsxHZY#J_5CaW#;S?=aeS~gr=Oue&P&e2H|sqXKO
zf2U94_vA%zz}{<MS<ex6A!N<Z$Ux0C-%vY1D1ZPz-3zL`cru1dd_ruUS{rbRd*`}M
zaC70tAA40T9ixnoN8~L5=nhbSpXS`xS?!S2Q~9VC(BdDa*N-KjKXsCv_Z|5a|MfiV
z62Apn7~;AIfX7GF+z~Xu7XnmC_&yJggg$@#0XH<_*TNv^Pj$vb+H4%>!Y(2^#KS2$
zUj+kR5+LOCXHRjo#9!mUvpDM7o#c&U8Oa!^T-A4z>g$s<pdD763*S0Ozcw|c!rG0l
zCQKJ9<5D}+4MlU`w;q&6(o$&;a<@5DJVNrA0iCu$St2SLMpShF`Smf)GxI*RQj1EM
zk_i35s@D%@s|xakO$HW4L7zsWDFA9q-p4v=@S{OzCT+M)S>jjGNrw!O)?CLDGn_IN
z0igpBx`5yZl^)~}89A!?`nA$k1rQ`j^|alRA+L&Kb^nn37m{42yC(Z$5D**346uak
zI9fkUu6w4*T#urdzXxEq_*r}rfxl8?6W#?KllDMbRj!MaX)1?kB`Ihxr4L}_v;DQX
zlC!zY@kZ0)&4cAFO}I?&z!?5Fi7u6y{N;U6hSdcH?*ahk8wfyp%x`$7J%x)1sb$k3
zXJF8rA=r<byJ;OVW>AV_Lib+wq-0PnR-O_kw*_FdT4jwmq_9sD#Lq$OE8bf?`S8J;
z0r87Ds+Tr9BhOkHUxu4Z+mL4~?9Gc?*frW-$jLa+Ug-5r9s?_hLLsZ$>2AyHSC5NW
z<Z~d9458WETgLjL#QA_6b2R5}fIpfy%02k<&W;t_fczXYzw+1OHI{&UAvyeb1OBY(
zW*<Mxe2XS-d414OTvAq^%F=jkIp=uw&WD>AFa4fTD+~1zaD?|f*_>#x&^-mb%TbtV
z&R95|=M*NRT15uvP-ps>$O}|lHOHh$;41I7kC+!bVdeMaxj5ZYoam;wQ~?Bi=yC5L
z73dP3L648qa8<5{4XC%Dt}-qSBwKU0jCy+@Xwd-&tlw@W7^CLm^p^v?w`{YXki<Sz
zyZsAIgu&qA?TC8^=HO=N#+a@fZVHHumad!U&7T)UNxE>bjJ%9eBKwx_R$b(LoM{T*
z8W~NN(qPGO{4I^suUf2~je^cDks~J|1CNu=NQw{t)fGw7(iX-1%LCZV`jZX+ky~)b
zyn6%|n$=fol@X8XD@cHo`$*&7Q;FX&kUTP2tN3_&I`sBCTx>ee@;Rf#k>^Q5hcc-@
zliiwwc~|`Pb=bSld*M2dcrX5V<T<9pdehx2hfmf*HEk*$8T4lG#G;D!#1`i{8nJ*y
zkee0IxZBNmKxF9cEmd5DshI7NK|f|P^!rb-jm@;jTA}N=za7Is{Ft)D)CnrtaZFO2
zKZ~hnKIrzo45P*|YuKAsw8+tB??RY8+;CpqUi6O1ADurHSj)YW%^kynLy#kS;tE<*
z6dp+bXYxIu&b{nOm{Y&bW5KoVT6%|=wnr{~$u--N5-Jc;mRGL;sKv0q8htvV4M#xF
z(BWyel+?P*&0;A^r)Qm=y#*1dEYwdUc6D$bqDzQZQ!{bdNtZz#Wg^wA`w<bBZoJn`
z_{yJ67?1^P!6Le7vd$Y>Q9%M2(YUz*(*Fyyt5g=z)!=MT_AoIH{klGwo>V8`mq48}
zaK0c0*OtPmeRi@VruW{f&szGJrn#lp#$=(22ch^SB)E*`t`7|v)6>AMS(!dlQ_Z!{
z;-p;#T=upzGSy>T5<d)GQlD*%(#*6K)$cpuD(#Hd=8MWo=68y>I^`0v{<Rg5q>G@E
zyKp7+u|YCn8JF_M)^a$Xv^*!;E^w4S>nG?j?*~%5X%c~ESs(!CDDxtU!kK1&itSIt
z!e@c_o80cE5|Wsni3y1(9Sqc;!?6o{sppJAGysS7TeYMqn@0J{-FVHnNc=0$G{sH*
z$%>_f=m0n2%mDHY<XAHq5X@#}u=+2==w4^8v`G8?IzBr3*tDI*urP!xWyfGwW?ypq
zOArZC%={X-;ytjD?!bKb=+Q@s70@55wwo+>mM{0h63+3sIM~Fozoz{2YP`JJ*l2VB
zY2J=cg+pf_4uD%nJkilbsl~%1>e<-Ym8}DePhWRUfgM84q>Y3H7AEFUiXp0K2uY}A
zQDU%lsrJaV;Md1343PI^tnN8@X6N~aQM)P%v)K?9$5Ti4T9&Sc`#~c&IAFK6H2=E6
z2+OINyYK3#2f?vxOHqp#xy{6c?sh^=PRl8$Ye@N}wH1BI_BbXA{<(5UyUT8U$`44C
zTY-ydA6Po)yE;gJTUAg0h-~U>_7|6xZD!*ui5N{f$B6xr(Ru-+0bz0k+|J>3J?DIo
z*(_1isFjjGAM?GWJM96%viKY0W!_k{#43{y%|=!gjb{=(1Q%&t>0||U#RR;MRz$;<
zdt+;ca=uE<_M$`{!w4C)KVQC!GwJ|}$0#a4*o7!_T3%-b*`ts1r^DuM&ZJgCmRHmf
zP(xNo&&6WC%`pygi(*HOtp8CH_j|U-ONE6+zf#qC)OU|QfU`X%^~+c`V$?VwD=RDi
zljX?Z?BbfYt1`4np<Q9(&Z_7(EBu)B&7aK_s^bmsnB?Tb7wLC*cXur!Jz~e=x}l)a
z<0D?r+a;TZ+vW~&DY>!KpMe$g07lB4WPu6@#84UVTf2k;y&d&Sn*6~g*o}3l2Hv^G
zADUuX^rHu=W8EE{r64X+e{7d;^DHB#lWh#S7yGBuYqW+uOp5fI4G2e$wcMo;kWk3P
zcxS(Tozw3}oXV|0!)N~0o2TC26feo!^>ju#*@>U~5Eq5{2@I8-g@%mtQeZ+-@zGTe
z%V6p>JXNND1HrQy9*`S_;icSD2)MdvRooECQ8oGCQH?YuQF8aOqHEKM*?!@-#7f6L
zwg8^@6J#wG&Zc`nF3Eaex%y$OsOI6sMS=EaJ>TDDz&y|QKKXfPXEanQy!eJM6n_5k
zUMn8{B>wvmh#T@V)9|u<tGuFrj$i1wJF>@)miH+0{c|-73XSR44MjWC^E>ySzjzhl
z7f94I`h5Wo$Mri<FhWG~_^9d@?Ve59KW9YVo3`z9kRye-x2X45{<7}Sb_ev6rglJH
z<bNfOLEhs3?L!1fo=no{nck-6*-bqQ++l`8b=?xYuYeqy&w(LZx<3cTx;j{%wu#(-
z9s7KXX5^_lVea11$zWU}DQK3;d)d1LcG;p#h$-kDWZDgoy1>gOYS+Gp02{;O2R=x7
z1z_;U)Jn|0!K$2aym<FJ?>&6-M82o#_M8*;{X98QAc53l9rT?a6VuHzpScJDjt9sQ
za%XN4@ZUT7uLaAiE68z{lk>VQb3tDpsm(~Nem-34^N3&A#N=hwrx4YD#C?w7w8il$
zWG)n(8#oXf8{e3d4M!RhDk3W^$5eDta86#lm$XQPjU2sr=ln2E$2J+>I*NsS4IMz;
z!U1AIFu^X$Vs>HzJ(<T*>ClAF)j`Niyd;r@nYkGxfQ<0|9Xk6J^CaPSzGHi0e>jA;
z+PJ8@s=v_kTiC4WA|N4rAg9_`Kus!eeTd>YjK4EDV*kFksA*MF`rX>6cU)W)><k#i
zP3O!fFSqkcnORxUSsD%=XjBKbo<AE9bZ~G3li1=*5PPsF73K?mZyQsOFrbjh?HG-{
zN7=OwkZ4uo++1^Kke+F~+&Q?k8Z55UL4&XT!%ihbN=;ooVKSS{^Xh(&D(Dqg)_*qw
zFC3gZH2PFkJp^tNtMA}{=e(<<lXA9N&y_d*{ZirM$AF2sfwr&vrc{iK&!JZwayv=>
z{%FjNXCEGe1|Gl%wW%eJDPv+1+Z}ZdcAfP07I|cIV3YK|=0s~~N2Xuf>Qdrwd=}c*
z?Lh<0_wB8XA)08xEg2Ck^D1(UC2y@&m;MK7Zyi)+*!~ZKf=Wn9cPi2$64G7Ld1wKV
zLwAF8ONXR1oI`hamvnb`cmAH^`+aA3XLf$OJNuuEF!RLy-1l`|pPH>WYD=VLys?H4
z>k=PVQTVCi5i>sYol!p$xf;kgD?SLIiQ6sKX~<s@F<-8eQJv@s=X(dxE1?#~L=<rs
zzeq9xf0AYI+9MrRO~WLhVR<@E`!Zpccn<iCXshHr0mw?5%XV5;KVkpS&{sq<AfVPY
zn8TDL$$FT}FECIw4Sn|N_Xo03T{m7IUthYv{txs62|8>@z&LOelwP4Vt-*M+qj}2(
ztb)w(w`SaOmMp3|W}La__?2<tXP?*hTRyB;->N6)8e18}nZ}F{Z!u~`r9@|L<=B!<
zHzg-U9F7rCwB;VDM}PPx#}BNO?(QM2lQT0bgELjmm8U?`o@S5N6FdR}dZ<J^8bh4%
zXrqU$iYP3+3yZ2|?GOH;HjhJ2D-E*(`HFQ53#j-Uwu$}f1;ri>)o~qg0~d$t=@7*x
zNDO&KwV;rsOkky&28>ifC#3fxy0Ot6rcT{+hjF^97&dLuawa=*P5Yu+VG73``^j%F
zBgN*Ix~KQISMz8hz9sDjK7mpKJ)@T9TEwXjoY6!3Wpnbr6iisnVwF6a?PYw>Da=k*
zFi(&>xw=v^2HL=xdWVK2uk9xE(=(`*!Fn#^j~t76zzvNfGhS0=f9g(q9iQtD833J6
zJd7F!-&jte1I~V}W1I9*X=%m%H1auiRS0)?kx{Lm&9+yH-N+_#153@thOEz5GCCm1
z6GJu2zCaE}mX^8d{>c9jhWE6kry&3Z6l!a_2-pM#4ymCH{4xG75jk^QV!#5vAgCv^
zlfZGq>!xE~=jm&ATdce4n38$$a<S^(S0TR*Hv5p>KlMsdoF58OWc=rdjQ~zEg7UKG
z+lrQ3V&x@g0`x^Mbl1x;<$b^8hGhO}uDKuZzv^<xAz#e~Z;X<_Ly^hE;^N}@w(9EY
zqJDuu2R13uR)02^eA=V;ykiD6GBz=sN~r_;G57iQ0ZF;jiIONI5dzPUH2JB%AOpZe
z0-U<hLd@?jI+RR9lZ<umUpXlGM=jNO#1_`G!}d5HkIH<wjj$PlL{^*X%TIT#DH$at
z$(Z5|W0&$|^VP>AbZxoP751EjGcD<A8R+T*O1JT=u3|0CO{(AORUS6gJqp}q{CR0E
zH;j8FG3?9Z2xSyiwD13*jPV!^$6zus4S&|+*aP^~!(0EB_V*GoL~?OMPt_ML!Mc)F
z(R!;+2Q!+pZ()tf$vOL`sN^-&nGY^19_^g@dA{n<s`1itlE(Bg;49=nwDt#%t5%%r
zuA_0Y=GrQigv~mmlV%loVzS((JUcs^l6iST`h5}e*xR9KZs&Jwl<{F_F!J-n7;uk9
z9_@UpNE`H=nN!P2RJxrKhAmThr!0%M%!Gz?14gdsHJ=|x?d21VIT@thCu~?2+*mEv
z7nR?~8E4kmi=3TbDvB(j?M$mP^EF>w$WGc)!Ui_otxt5*MhmkhkR!dxzQwt76y%A<
zjl2ct$H_R6+5R8eKz=JZQ_I1(ssq|FWANX!ro9JA(q01JSNan{26R8`Paf>(C0@|~
zW1S^W!uEAVneogQ7!7r`?JJh~DT53Hs7FgDmhiqf7U9bQqD@5cD%m;T7#DvTCF)iH
z91*$(I<Xq7KvU&qrRznOnvfa8@%W<N-cOtBz4=-(%uR3f-0vuc3E8FNRBId;UomJk
zD^-p4diK$3ML$!xkh7s$0+PN}U701ROU2T`Ix05z<KVjos8y*|i|GY3(%@13I&K^u
z)iqj_rFnVFKBr~3e9J>|HB1%*25kLiY%f?BZtjgd?%oEfta=VY8De(DW&2d=<=g;H
zdI_+p8ae9{<W8Hfu6dpATX|7(PTLD-(}?&)KgTnw4_rkaNs@Wp)k!bJOV?LY8X0|G
zn_hkvc6AMCj^iMhyP`T|4VIGHd*vrg`oRTz49EPiJ{&R_MSZ<Fi>IrarQ7#3Q1-^b
zSJXma^Lv0*%ekj9Od|t4Lfd1%qkH_^@Pn6sAHr{(PoWMAf7ijhUru=|RpEOL6N?f)
ztNcHWOij6UO5Kmz%zR&G*z(eRc!?UFRY=lQ*7@lUD>C?!{<y72mGfk(6a^Nk0gTyz
z?se1_B$(2;YRDZD=kk;K!@y_}sJmC~KNX<#z*k`bv6&YztI<6AYCvF-`0}6asObO4
zkt|3Qj#A_e5sbwPmK`1*c0T&u!+IVX!FqJSeyIdT{y$NSMUp=kUBYw|naZJz<SNjs
z!?`sWn2wk38N|Kp=?&0|mA<BXTr@)#kgb@RYinyEE@05Y;^OK?=NB_rgEKxxX$hEr
zUp3V&1X+)?KGhz^6RG@+icRr(e2vz=IP?}sKm$(CZi#fyUjUnQPiwqjqD<ryEGd^d
zFMH+CDQ`CixZz(tM3~Wh_&>Qc?2rU?U5`vFfuwVQ_0;u`;;W=Q(V&k0KLptix^Cwr
zO|d`^bBYf<B;c`vBi+4QTj7927{m1~M%Rz9H+;_OB8)!RNP~8)gY7>*Pq>nkFkaAu
zi}BhFjgh>WpWhjnL|_6_!CipI5A5u_X69}e8TTVaW()xDRn4S^VL)$hx_J4g40An(
zkdQZc5!g*mPxJKjuhW{qbxanZn)a`p+M&a#-&VH13rYnm@*P$DZE26n>bWTT3F9P0
zhcb=)qQYikVgfe+LYwuWkH@=OGvE2sBKT9i4Mbi6nGd9U4#+4dW%{F7?vIDWu?Y$L
zTJtRenO-gY;B@L1@vDzOz6k*PK%2x<=Hv(LXy;*Ky`WwEx9I5Tmq`*;+xOqLYG%rT
z8PXO&Cs&x)WFriR)l4&m7U%z=yu!i!7MZxLUcj~(^ZDj?%*|&3%~evsMBG{Q%aPJy
z8KA5sR8ktBfP0Cj<4g+M2N1K%8UA|goM5_t*}w1i0FpD<%%mB~r?n^W-p%izBt^$&
zC9-}Y2t9<{j`eL|VNLC6dNj*f9;ML&r)^`Q?0-nscsRJND_gnD9A5#AqqUQrL`3b;
z&U6Xqi<b{DQ&b?*bWclz=<^1uAGoa_@RC<;mb9RxY-e>I5j=Fohw&r<{geb0^;iMN
zra;tbZvvBEy;!kCkH}6;lkV|s1_(HY95y%{`YbiM>BBbvc8@I}GLSYuKVRX#iqoJ4
z84d8aQ^8Qg<4!vXVzJ+wfd@`IfJplC7m19hkrDN`279GA>scp*<EJ-$(7N^NWDIP4
zznjDP$?C4TYLg$EKz&BnTFM&;qt80(&KcYf>*QL5hN?D8OwTaQV70sjjA>3LUc?+6
z5L+x$s+3YiELS+CS9|b=&0P`#l9ajSTNGR>cJ_BKtIkQWiSvt10;<hFyG~eN9FC(v
zr;9th2GsKP*S+tLx@XuWpgjZJGXP+oQu(}*cyH<*dyt0!+ZVq7mxLHTM3l9R?~lT~
z7c`Z2Uux*~=Di$A2-0?P!sU>?mLv6A;M<Rqe;veR-I$&4Z!%2wf%mN#WbZ-5!}0I4
zdL!uf;KPiwJ2RX*(xg?WhDqZ8^Cz6@X)$Tg1Si}n5T$!<=hcm;=iwWkT&-WER(F`E
z>e<oWu0na~{W9=EV#0oZXd0?7W~<Eq_&|So<CVZP?UN11sK1v>cX2xJxUwd-o#g<P
z9DF=gzchOUGBi|Z+yTM|_71#|#fI~oc-80?4GweT0}lW}6sZnQn|Vi9fC)~|F4{9`
zo(n7v7s*Ujqb+D|A}w+pM5}e`&2t?22Qa3aw8G)CfwLcAw`<<4_UO^o#7#&1hjqC}
zcsOTKF9(d}d)j;hPnKSjLG@_>osg%ery6_^f^h0L9<Xv4ZsSJ&BU{5=NZ$#d{054j
zU)kA4viJhHfIm`On@Hg4pdGVmNt5uQFR_!24U+5iL55C=0*t4Ed<ImfoqcZw7ce{=
zu_-ITD#M;gTqz^2VVmX6zjMxzi6#5GGyRZJcUMsayu9pbCA)mEJ)Kge2jMe7k5Ajn
zwd-lGS&q~F!TF29@48ouruAUC^_Pr<?^!=0!P*!-pF70opK30Sj*dPx>W5yH-*_Aa
zdwz{Ve43s6l$s`t0PY-wa;exN7Bt*9q{>Lord?{U$0qaj>-hHG`?xFP0rdh8_82u^
zA0Odbw^}H!&)tE1nA&Lsz-7(~)+B9+H0J&=*~EVN5^5=j^@o_t83X8e+uCxA%`Rye
z3A(z(=vJZ(fs}h30)k?Y0<|+Hpv0PbfuawPIMucVd!I<TT~!dBv8aJ9H5If;TYO(5
zhMoPvp!?NqFVdk~0Qs<rY~CBd3|d)HG3w6vdFeH&V#~qn*NAJ+N6lGh{N!&bgnp{z
zG8!A3kkx!UTwgD$4-l&|4JSyKg*Gw=%SQ0I3jm+#Bukqx-LO(dyro#WY&ztOhsWuc
z;{Jibr+A2TH4PFtn<zHnil?Zu-^t@DFHWs3fl2=?Wimo1-lB?9vZj#!y<Vm`bu#}U
z$>75Sl`Otjb#t`=EF&KAOCQ*4u+6uUUn;WNaq+I-Bc|Bo7V(yjrBJTAuea9^0Aw6V
zDPg1ROywN>TgQunxmpSmNQ6)+S%3?Kl1B_UVRSasPp$=S@KNv{p{k7@D!;l4Y&Uup
zA0Gd{NRF|`!2*;u3c=Iq!#7w39}DO(T%LY^uwK7ZhhB#Fr9HC7sA0NEHuuh#w1lDj
z6~Ke{eu8LC0AD_2;nzEgwhr7w?(7CtfF1=g(}*BlR23|<oh0<22d*bz-#E*b?7sJR
z?Qut0?R^wRljw8<$NT0_SWag9Mvorj;%iB-wWvM`>RHi{%}vMUBHXH)hF#GQc6n?6
zJ{2<CKh^4O!~dz!B#Ed|f1=@NW{XXrBYh^HU8FyJEwEYvIK3u%J~r*8(J0M6nY4Z5
zJ?V{cUOz189rMWtz@1F_W8FL454rsJ%8+d`sd85bECfj>R+%huRAr=dwxmg&Ykofy
zJ!iyp_bbHc=ony8%bjUvbL5%)<>Ki3VG=#TM5Xt86TF}EMf(!7+RuJ5dUOC8CDi(+
z)PWv$Ko8d4$>v~mRz}g8AUPJ5?;!JWz2aP$ddn(gY0bz9zC<~6o1A^y#=2-dxy~9?
zSQVFv+U0U*-h@p-qxIzAldukDHSz|~UGi&qmmP063&)D+)o+W7i%|ecHG%6_SUdG%
zAZ2^UME+NYC~9lFU%nbOo>|gkjt&lDf<M!BUBB&B2mnLaA8}8-qCjX7h?60e-IIZm
zsvSVt2(Hw8lCyfSF0qso3W31QT^Wu(!-FzT12Qxc9-os^7C@kg0AQeHj*H?RMZpM3
z(J^*Yzq2OxK|I$fHX!mz!XB)5lia}3S&lu)t&~3gHAv9S_sYtE%`vIldK7=;_~6Hl
znO#m#_4;{W{7T1t{K}(K^?Ioy{Y7ZEruuZ4V713NGk<#hEBXnG{<E?Rj{)O*L`2pX
z-2Z`F0u@V*F0#-6^1WW~NzI{~QraZ}z}4c$2ducCY4K^^R?Vr(1b!1v*o707m4w&0
zQEq;{9-oYi^5*IZq|*GtHmK*N6CgmGFeOhtFy1;|IIX>imVziT+*=>()T|~!nbliX
z27aiF8Ot7RM<peN90UCGI^wE=L+8OP>EN6Jb%>?u)lozWG;)QUgSUj*SpsM=EEm7o
z^kt(=a5FN{1qh-18Z4R35OH(hueblDNM+miC{kRvXIuM2C=OszPrBH0;7=$tvxR5?
z)O(hVFmFh*HpsOe02JdFDzEi{o@25}0u9{OTgWY-v6*o&oBSu>Ar5l{Ms{>O%$#tE
zeI()jmd}%hp6dk(I8(h2ce!KL2GUHyer0}sk9QRqK$TCGr5|2jfQO7nL!n9biQO^!
ziiB*(@1jVn%-&abhaeaeFR&fYe}>12$dQx<hl&rc&!T;VevCx-sB5N-7A1apW^>k<
zR*rsr&!IXYB2Rr<(*EjY*vEpK&7Z00nc_e>2@$d-+<G{P>CZYjzf_G|29nD1nYaPo
z{FxndW9C#Ua<nKTj-J%7c+C9nbPwENezPz&sfhM!fV)qtEIidvUkgF5HK$_aoUgX(
z0kX053{~>p!Ag=k@0EjNFBK|NDf%GuZ9s<fdwEz%Cyk-ck?or*z|KKV3jhm6@utVB
zewdc2ca@s11&kt0;lC1xMA(fFF>0+(x>(!VmP_+<#u)EbU(J(wL5<H{!a~5|Z;3e9
z<EEE*jE~`g7Hv-$Qg7fAK(6M{(%<Dh>7UCsI<DNp?!wQe2K_Bf@cYgwF?nCA!OcZn
zJc?f;?*-5{=?|^S?QCd_sUBRar%6~VU;v;aVRiR8+B(ol^Y*2Vq^Ek&L{^fJ@jGF6
zZFj96Aw^k#oef5RcB+MN7%HGz*6P;l=NO!l5S3{%t1<2R-VdX~pIsSVb+{=`65NWq
zth5o;8~kCm)^B^o3*K+0*uVgUn><}cTnm3%;U<yC@TInZ$|!FPzHc=sNKl)eyxNRQ
zyQ-@*RZ2~#pfm>~SIfzn>PKW!0XFuIWzxrwlQpK)Y0W=M5XnZ;E_+#3g<(flrm`eR
zV54{)kRL*1VwyOm0aF<;#E~@0vPme2U=eie85fW$Afxgvg9XuTlFylM^zmTogmXLD
z$uxYFPbK!}#mhbgUp0>C;l-C2@7aHAYHZz<+4sI^(C5Z)(67=)e^}P}G5=Y5GgQ(n
za3R0c%-qB;z;6YBjGgxvP3h8ofdO`1G?NB=0$LAAf@qu08A@uZV!apDlGkE4x;Y!_
zaaC?qDS5{Um^CD{L8vN`+(h8JKm%Sdt|`@rPWm?`I@7x0-3~^#-+61BZ{I@fc??kA
zMEMf)xQi|dh=~_Q`&mjITv=bYMtdc!#!WAOhvCI}f&RfW^xnRNXf4FA*UU^8_3H4_
zy(&rE*rgTr%zri@kZsaPE;o=YH;y^CNhAkhG&=f!yb-j-^89vU(_e<z+4kT5bn*oj
zHiS796!YPtRg`hhTKOwo(t^rhiU)oRC-@r@2ZGi=YyX|f^{os<GA10_KKj<9xQ3H<
zJXHQ9<m#VX`2T(ZnEl0q1oL;lp}YYO1x!rt|D6~YXl$bsVrCg)w*R@W$#DY90_a^S
zDgSrmCE3v0cl8#-TqUX|+Otf=-bb#)YPumL^9gHDpT;wBOsp1gw!B3??%ot>Ggn|Q
zz4LN<`)aJ((A~XUSL5BWA1t;kkA4X$^<Y$3OHkX!Ye8XQl6wr>JvR2o^LXyqiw&H;
zWR25~SfQ6Ty5{l=lX;BY|2kSg6fVHX4tKi$bCjZ3P>lbx#SPxNIz!Jb7!;9rerW+-
z-^l*^kEEpNQPm5#Q6HpG+b1jiVyUleG96M++*s|&w{^JSV@ibfEln4eEd_W2j8ndh
zB<IBOB>%`xA_YFWiI%oyp(%)e_=gQpmdl_F!LxoWV1Ha9DnTO*Z;{ZHxBKF}zi+l4
z7MkU1cx3&^+7W1Ic`cbTo%#0@?0H8aLAxASl48b<>BdnadT5BZ9Z>z8{CSI2zH}6y
zpoMqom~^h;=0<#yfia+(ANQ2qpBEG2#sQ6NMhR>@n0fbu0$!3f_bow)-leI1WI?4x
z9)#_8b5ObYVsFnl(NN#+!0F~FWzz%K3lGI|JMLn=_Yqnlr}Wk2LgGx0p`D3<)vn&Z
zyJJ*EK@v<cu(tC}c3~r{f{OkAd`oz7_Abf|W0@vSWiuXs{Isu4mV;=AEdR;kjaEzh
zG=~SvC1a)OILPbY-6)Qa2)~FlTBtW-?cN{feH8Z%bX1A!vp;QK4{tLI1foo)Ool$k
zvD(4ne1jxeUU$NaH`MLhp^CzO&Nl|!bH-fsWosjnWcpbgy1)$LS(u23{-5*OGbv*e
zW|O()VHdiA516mLH?iVfw1ayk`Jk8-wi%q0dnR7)BEwtUu<MvS?i;}yY#4mCv<ZV6
z|6#2YYmNDyYE(u#({mzmZZ$_*s!Mr{!^%0hK0N#T5^KkpFIhkJs-p1QmO73*x+`sa
zNWlIwNX`pJO*@3(-v19X4U0gz+ND9j@>92eV)TgB*C`ZeU2TW{!q^nH{RHHMoL{pE
z-OiYw8n?wU+%Gv4^im}@E4vm>DtPX$V>dA`&&voVex9G8f$|$+7yd)QL?#t<V8T^1
ztL7}`*{M1^RKT&s5&=;yyj4|K*W2YBPakLt_i5f=FT3Fdppxb@n+7T<dc)M*;Wc^S
z2v(BTpMdJlwv(mP{s2xuFTMXU>PR2Z9BDK;@-?U5vxkI$(X<}Aq0D~(tN<8|B_#y_
zqGzIFCZ<I9U9p`dMqGe1wFjh}u%C3ux9G!YE7b-W6t#E#eLJ&MXaEodk*!a%m?exT
zX-N&oKCEK^Y|KPRB3!f#`1Js&sbkh8T*%oOKLyx7)zotN_;CcD?<6+&HOn22U{XAH
z?(;7m1tGlYye%nNy+J4aJ=k~&D?4R|H~Yu88fVLFs%ojXWgP)%;(pauq@<+4xv8`*
zawHa$6#t9nnW+nKy3P^s0oI4<$HBiMf(rS~qDESwz#5>Dcul?*(wDH(e*RY#N4vtF
zQNvls?EoMgO_U?xIxTs!yEj6Q{G(H%L)4cOeE`inWD_sljSz;}#jVx%ULAX!*lgM*
z&ms%LP_Gy!E<9jH;cAM5g!+`kNd~iABdJ;Pg9&TGtNc9fPeX8fjZC(8XsTY58-t8J
z1zY&lw%cXt?#!wzmOQr~`+v&J5dE|dvW#drszp?^08P98+Hm1C6B@5X7bu(4b0eic
zX!>__zIX{ZO#r79T+8!m4J2C&85y;8*05(srnR=r1cXQiV4^@GNMrws2oNVj!g+&X
z`y2%=X&n4cvm70m_nIlmK5Yp2zuH=TAW{T2@&mu+7q!2?N^~CP@+fcw8t*AW_ctFC
zF2@L!^{@naouByt5H@$%j=E&D!32H5b09qKp5l4QdQr8<g8|rwMt6S#$&*uhP=@(>
zqzu_<9XtPKoJfGaqvv`5&c#LbnmZ~4Hi%ZmE6NZV7Q{Q$W8ZbHa$Izsyi-Umj5(5q
z(W3#kmO#L6{$0A~6Al)Xrcnm3Na*GLzDzYNOJ#mQ#-Sz}?jt}g<7=S-d>4Q$SqPJE
zAUc^Md{kwa2B2aS20F0IoVh-`KAVC4-u=GwzH?BtzW&aN5M&^sX@eEZT9aQK#Piu=
z2{Ifd3;2x`@qV5S1OPwQ8&qYd8unM0HDCg)@(7q(b6Y(Z#@4>7yMysSFgZAxC=80y
zCb#!DwvK|!m8b$8`Gmy$5%-D@E@^bqUBPkYrZ}a6D$d5S3>8@t5fp4}#G{Avs!#n)
z+^^U!!}bB7%v$xm(Y({rJw{j8)Z*dY#a^)9^NoxHS#+^rxsH-8G8Wbq5a}XO<mBL>
zI^W+i)&>4YMUz|t8lIMBqjHOTG~UMpnVb7`#2Y|UcrkKC!@?q{XGU4Xszl&*>>I&i
z^(3qs1>l5r<%mMDaq$KfS0G@>1=jp!0*JQN7IUeujfdtOoX@<N^`F|i=Ij{TF%R*n
zoo#Ar-;a&O6e4QcYPV0-)$q3bm)_Pi1<Zj|)juL7Zt!;XSgFHjMMM<DNe#=Jntp^e
z=xGhW6jbeRi;2~XTrXacRK4G8HHWP}Vlt(+mmm)m;CRW+o6vZH{ue@uBU)XGn2mUA
zd4&#0_1=3+w(vKNl!;X8W+F<8iQTN`=@p&58`On~I;kyO27^{btRJh?S7FoaY?R>&
zh~R)-GW~p2)O569Yf33oNuAj>DTmc=tGDmXR}}X_>YK7EubvnPA`W}YZ{xUS3i#Hf
zs(qjrM53lfTF?c^gwPEab}25sB1E3}5-O>)F<T?4dPwkKVIg4=&tii^7nGR~I$UP_
z=O3W7Q1*R1Y|?>BxBx-@L)_K!b4nm(X#87Kc-CiIW=4c(MjdZp>Rhn7mz_NFoaTzU
z?0#DSAzrrIwxAONo(Wgga5<vj&He4JU3K3Oma<ZzM2WPVT*2tj&dDf*7u)8hS8-!g
z-Qh#UGyrFEhz|h%WW><ZB>1N(Mh*w0w`E7gG>o)POOAHomNtBAg$==g4OWJ#5kj@)
zqOM^J^-d(Y{P1Z4;AsLlnLtOs!iZk^+~45F!ldxXwKyqarRo`GDeH*tuQVg%jNdb2
z&O08ABos>V_pr<JL2U6B77Aa62hefEgAhfkJ~A*&Y|CaFXSfyz@iAyoGpMReFqDwW
zPUaLN+}2A<aGBuY#bupu4q92fl4$Q()NxpLU9HQTU}=J#rb7fTBXPF?w-8mIT1Gab
zLx2pWYFkUA*$m^?ZI1Pqo8L;u=|9fI{9StrOjqD08&cHQ*Ec>2(F7+w_CzO}^?zZF
z5tQ($+bdF<{9p>twyh#n9JbJ;dvqEV_1l!aHCj-#zFrCg<~ci|%?f8KM7_PTfV5r+
zV#$Wa8yl<FKg#ktH8vZKWl3;CG1Iae#!|>UI~$JW)w!|Rc$5KJohqrQG7vKfqN-(c
za$x(gg~AO(_&j!RAlq4z{DGB%v*6$5Dby=m-&tJ~5g4PhZ0A$23;tN1w#cad`PL^f
z|6B_wss2?<TY>PBC=@t{P^OkjadL_*>CMf}U7FlOfLxXvu+0&(($3bVy%x8}{T?s_
z^#K~?=7~>LfE`GJ4v&-`8@JaQ_s&AWo`#r#fns<v?bK##n+RBxo_)8O1JJ2)9F*|E
zIJDP`Zh4cyN`KbB%iAkHi@*KIwo$r~2rD)@)KLYKSf!qx&MJ1R<P!88%bIf*hTMo<
zuYxM>a-K(4scwJ-b=7OK0kz0Kt%BP2Z7y{9m^qW;KcaE5>on6B%r<<^-><+_q&ra^
zMQIHmqt~M{ehMVs#Y<-<cx^JBPTGNtf))?IIPS^x)YwiY5$aTDt8N}n>#2GB+v~AM
z;J+Uj&utD4JZh0x9<%3veRUklsq2CH>~wudw=90N;W?G42qI^nfw(0iPyxoAcd+eK
z@w@{rn;=GSj>amh8W8i<E#$a8)K(PI%|$=(d9{6ugL~X=yam&0$k<vT+qIvk@gep0
z6@h6mZ3WQ#@alj{0#YSfPcj+5v8d8ZtB2+17Z8vSC-lVeTJwAK8>S+(ONxl!E&9Rr
zdciaR0m4DKLx#Dz6ewxNzoLm)Ed3QLo(1@Ls@7*f2w%aM)`6-D)B~f~Qsb&HCBPI6
zh`(Zi;~tVi)S_$6m=p)kRhX3YvjQer$H34;Nr*FMW$U2K1k#APi+0hIehyYC9m;+n
zV@&)=$MY1VmKR+Kp7=Z#8%b{7jmN$}`PeUeq)d5B6z`O5Wo|p(i7t>f`p50hzqg0O
z$OVVgN^q##X=XCi9Tt3NKRoSRyBDyMhiKXrSqzGA$&@KSZ|{26tkRH#i%PRxtdg+B
zV)||0oRolkWuoWq-<h4=pS;!A68)3kc<+<>T%%YVhq3KKN#j*~J+yWZh5NPb^+lIV
z{91vDZtLCKWEB^Y-o=Guw;k38V4%%$Wb%!aKnBp+?&o>2iRirq@(hLEMlkGW8}~1e
z$dOV>?cAditF(nv7s*_+z}kbY!H=Jdy(a%IIh>rLh}tN^htYh!SGT;kZ{L7_?x?kH
zl2HoA6nDU7D>I(tOZ?6U0cZ91OZw;4TuRDL+)xLuJ-Hn#EhY_apzW13-TrEZZ5iQ3
zECT58LK$~hKt@ajBK3-GSma6;C5l$UVgS)|9bwH-!tTa@k_tr`b%08(Tg<`xfyt7$
z`pr0$Mh}+o2+(U`y%Zd}@-%d!a@oKmnG@DX0uFkh3tEkw%^sq%{CC|Bt|-dgsx%O<
zPiKq^ID~m11qf=#V-{odtb{-Sd&(M1!L&r8O|kChJyq?)!y>DH?ZE_F)ec;?Wv=LD
zpUzyX9-%C?;^G^8_xV4|e|k=S?91g2#bRyXneA60MGqd~{7f6IS#8XR!{4-F`w=Vu
zsT<W((BfZ=<%CjIB%Bdj8u2{`|5zR?MebO&jjAzQ)0E90Q-78Z5Gt}SgTZ^}mL1bb
z(d^#@=Simxls0>-%}!2{rM{*ADngvgRK|C$Vrt90<xGm6$72$PAiO8Fn3#e+LeYQC
z7Ai}vmh4ut0#V_B2Wsw@z|hsG(OgTlzR(j-<4jjv+(T_YKP8K)D!%$%Z`rR)v{HA3
zdU*RfjndT=QZL?F2=uZ7wNS{uWjzVNQPbJ%q;Q5c=5kHASU=svO}x^>h%QZa%L^_>
zx`CGPXs&LsQh2<-C$>Z}(XEw7v1yGKd7?<6@=p$(Zb5gD;V#joOBt#%?ts}sKJ&kq
zR3$qI&;3za0p#$`{NL*tV}&c|D&tkY{wTkEHASV%T@{efFo<u!ph)xYu8cmsBCpa&
zs$HJAq;p3-LVKfNEC|=#`AbMb-J<#et~&3x^uN(TFF&lWGIq~hKl|^hq=V1YOy<@9
z-0h!iE11Ry!JE=23~)*zM3SNE*ySOhw$d@2AiYnyn&AWE{0H<mT}9Hj9{(IUT4v<N
zUGcGHwR)(+n4X573MXxe|KGMXx|{WXtW<OOf=SXr-FxEi$2>mfecK~1P>}e;>Lf}%
zFQLvu#O`lCSl#SUnHH>w^j;~whyQ1<jrozW9C1VCKhu%aVqo}krT_nCQu5z8#SUw1
zhS%$~8WY;ETD^A!b7!$eK-fpbW@iN6{i^Tv-P~Qn&RXBjWCPh4`&gOrfH;FrIR+4k
zc?SZ%1rp$|%L8R3HJ~P!w>))qZkdG>L1*7J41$h6!ENFggW%#y5>j}8GM1&bZdZme
zA|{3%^tKspvDg!yb$iiwr@~6OfxW~xS)QEDv3RTovbOO}5bC|%HaUPUM$mIHMrYBZ
z?aS}v{<C%1H?s1|sVUa{^i7yxwj+~_?U({6HZNgrs@?(HvT0rSV)qN&(-S-kK5FmZ
zfsQ#2`b);W5~uX1An-J)r{~koL;=d(6;Y7LYjpB2Uu2enb}gwv$q<Q`w+YZt&4WZy
zf)L1eO#>rieis6l%vgsg>Ju^3Cr{D%S3^@!Q;LF4T4u7|H?+BZ^|@L3JicD<oKn~=
zOjy$f-f_?s-gG{G&rFsYZkOfhvk}=sK=`=jxJ&_0M62XQvj^mkQ^1t$GY|+8c3VyV
z<n7&7dt2RrK}eYE^Q$X#%W$&an6}_*_85;ONP;QIzoE@het7r%-N|(>wMSp)&=ASv
zE7Z=JvUe-%`=JvP*zR|upNzie?rQ-PY`bn;pi#3E>@|4!av^Meps%75yFQZnTjT12
zi^1)Rm}3^1zwk#}=#^Kl3lHm__LSvCVg&{kRtPWS&CT9`{ONKFiWve~e1AWEq}C5n
zIiZ3{6?2B^ntaN?6}GoZ?yT!n0BZtDZt}qW?y?H_geI^mgP1hD+lmx5A{PrA^j)gJ
z;b_x~fWsXg_WSoQKs3#tEtu<3+a6z0KKB~L;^6M(a3Egog;&Qg`LljO=_2^>jJKmE
z!X&Jp_e3kn?YAh<oB<O2^?}~trS#dDjr}Zo?~G=}eT0`iGeY-;gpDIzgZ`vYy|(f3
za%O$m;qyJ!<l6yU(?@&(14>?A-ZI<S76->VFv&r%K^cYQAZ@3Jo<&<>T;R$0Tvpt;
z_r#ol)!1SGY#$P9>bKSPeP5j~HB<sEN0xx;^29|M3ht~gBl(bDOejhts7CyrzF7Pi
zPfsismka;l;j(H<yQvA2SD)OK?~%8D>H5t>L)WfZA$J|&3eh-{&QU#j)6+F&yF}QO
zZjY+o{LO-g$VAJn6jGJrbAep-m$PMaqa#gdf`Z5<>7u`gOtX+;u0sv2%qYp1_URsZ
zho-qo(<WW8R#3^81#P0I57hjgD7KY?ojpCT53|1P!B{W$^@eCcz8s%kcdEL{P9Vl$
zj5K}Fu0l@Er==GgKGNa(d@R3lxSZE7s*vvagX2lt*)I^<h@ztMhnoFmAALNf%c$@r
z*D5CAuWCG<7t3-wE9NZu<>i^eMwW9yR9+9rhH}+(W(+#aUawX?{)(Rkc$FGXodb?w
zTZardxg_1WyVrke=a{dzh$B-(PJ8*{e+D(LudHo(+ZrO3Us<&u)s;-=TQ}6YP;NcA
zVayq#YV&!hB$QGfHrd=PTSeCHsaKhQUrG=OHEADWMlj&(`LW$kVoW0@IeUTb`20!i
zOS-s+8F}GfjZWRO+UoFRp5q*`+ukqLDECiy8uL9CcWP4)bB+>$c9#BD`x>>*&d?qL
z6uU^==k%-E2rz=#mF02qq1EyHvag9`Ea)?I{~`U$sc;yvM?B#vcy6MmGOzgYZ^z9N
zX03<01hMo`4~oFy&$d~D&ABTA7aH1+MNR(0V<eyxqD2aEhk?7@o>>?-h(mo4mNWs=
zM^>W5LlmqQeKxvKBE2>+7G8?1kYc=vD7E%OBlP*x{8GW-6XZzKzvmaF@oY=)OsOtZ
z->r?03;&g#z>U){v76q}ldvB-^(HuZd6XWHAnNCaH=A8uCvTAa+j{VH6)iAX!Ke=n
z-38>?TpVJ{q3_-ia$@mEkwm2@{!xv8o|G{|9(y4!f0)$ADpR^~@J+BltxXPeoggh<
zV|3(`GwHrcgabv?mYXZXZkrt<(FJvBVa>2#7yGg@D_bzPNkkAWE8MRgfEE6JfDa67
z$C)t3_@kOxf%O?;;qQ|EHqG<IY+2bYRY@f_p<w&eVv@je30`u!PI!3^n;5}<#~=By
zLMg*yAA<OXRHz7J%8fy~Tq!c4R(*L))F=5!oe#Za#L?Q;QApE(pH88eZ&(6_rT)j?
z>9+-1xazOMFK2aMl#P&5t*(KQd#MA(L1TM7&yV-$!bZ@knHB+fEl%~+*IM5w-A7ss
zG2HnUtvy@R5@(o|l0mEO-bI)zhXFStvvdO4Ol*Yljk>Plgw>X_*?<G2qFoo0h7meU
ziih8Ef}2B4Wie@+U94S9H%OXcV2zF}EEtgnD#i4XZK709N-x=p!DSYe5`TpX{{&jW
zLMZucfic2|rU^o<kVWC8t29dj&|PFvTSs7NER$KzIbzi!T<v8c(g8-n%64xS)@{z;
zDp4^z@NUahk~mbUMMbbW(2T$E&BsiDvi*L+b0v1x?R6m`q`H#>jof33jSE|up_udB
znkM*J`{Vd;mdv*Pz=vzIh<n1{4bx!wE`3Hx6#p2t*K*V667BcDM4;?U3O$YYc{OE+
z`+2~3qdCW4<t;BN;p|_fyx1gt#x`-a1=p#G!gcj@_pADmovZPNh!HNxr$+5)ZPkCG
zD3tzO^X%8rRNArD_!ILJVc>HzqSG@ABiBwLX-vIo25v_p2s6i@@~ZrU%0NivFY~(-
zri1%?s>=s4O(~GzBo4usc(a~z@%j49rTGDVn&PLTGwuE|5@xuA(X1NeH&_v*Vh>Y8
zt_2obaM`^Y0en&}T+zC3IDOe07j;HI3ZocRd2t?aB6?P_w&>a@o+7<H1+>FoU&1Dc
zc7jP|V++I^M~lYN<Rw|qum{34C?dX?R3B(_`a;Il0{It-n6B`P{>qh2QK@U@TjQn4
z0rjsCt!VKlj)cCAObfeAWF<5(&hxQ~SwJMR>)Cr{h4muUry(C6biWE{GA``_L>835
zq=Ll|yJ6hELh=XklZR?u&V!*_<>9l+`5B=p2vEl1WOs=<*g^df;3X0~BF5HuYi|Qv
zsc4n-vJmA-?tipNafN}b8@IQe=o&)$&Oa1AzNFV{RB$L@BUARM5txlPm+3krE9p^H
zR$mW3u3oDnt6tsOH9MWo6|H&-OC<NZYk<1I>QBJLe<;$v0qoSbx%0TTzhi$+a$-4;
zX51wvsn;OBX_+V`?6N~3f_Z(z9^|%05SMslWG&V<T2Msf3kOFjFC{9Z(!upGpp9>5
zd%*~wzJs=7f3LH1K1TF|{qzO?ix>J6FH$-Y&m(bK#FinR)Ov=O`|A3AR2>u4b+3hC
zPizAJ`k0oHNyP;tUK+*jvX1Tu9&>NGJxmlDQor$4l0G!1qQdbPSS<-^rAM^;YH~f7
zll9@&1^@DnjpMRu+Yl#6^#kXtSpC9E^4B!n1+J!tdkv4l*0$VF>90(0CHt9_T*$t&
z(NpQ?Y~yzHjN=r&;JxH<7#L)$;)3-|yAi;UR*^694H3UmxT9)x)US?~=df^jULOx2
z>ph-EaM$|s?aukxK6rxRZ;+%)Y&?bG`m4^C2j1$Yr}F*}Hnw&m8#AY1gu>$IYm685
z-EDo7Vu-YE{EryP>7J-PPfsG7fuAHuJq>bypVe!55Qf^n-Y-BTYfF8dF{lxC@KP(X
z%IckM#DPkY!jRA}{u4n3g;MaMY0%o5EjBjbrGliLy6^exXRF|)RY4hDR6491u>vL@
zNF{1TBU?UFbcvBE0gaFMW%ujorMGo?k)OQMR1s??Ymp#T9bFyDRo{po_npk$&kU&D
zPlNl(SW$xZ3#uK)>5?}=hzcMDhL^GR;)3A4Z2CBRO{`hmEO{K0-}Q_xuS~Z`GxuZ7
zkJpaEL(Xhfezb{*h@x`gy-F9%w$Ovri&#9Y$eAa3a$Y@LRO3cs?`o+=F{zA&4-9>H
zqq{o#?>%^kWas2$Ha4Qd!+XCOe=$4Pt21J<%!!}AG}R)`NiV>xe&g0qfN<dxJ!jYL
zBO*NMA<<uTh!sIHDFgI0JN7-mgybVVn?uFiLp%G->F|E<5@|_E+55O3Zd$C;<!sg)
z*LtO=AC*x;jDL=4OR4A7?(6wFX?(%n&ZTnc;PrSLS?2b(Uq)tSygn3{CGn{B5UAGY
zN7bQGrP=gqTT5>tjm;^kU#}ISwppB}qsc!sE^}KuTq_O4Q!6&JtS1sm*9?fEQwX9b
zf|ZvKiPl=55FB3HlaUE@Ivy4$Oxe?B2`)bJ&P<cwp_^w}($VrRYTH}}0a-$9<R76J
zua$~kzb&1pv%|Z&xyvLMKu2<O+W$|DwC*8DT$phU&rLF8M-~}b8?|G<`e<##@d#n!
zCSU?>>d;*n&)ox_<+z4_|0+*N%5B~Ml%%ZNXiKb_20zg<_I4emFA4T<iS606^P*Y_
z1}@PV2!%svB1Zd-ofly>zqc3vculcK`q1?~?XX;NqkvR0X3VHfdn(vN=nOs<ce{hV
z_AOoIbIAC+)%oINY5Tu&Gx;DfY7?5mX?**%i&E)syy!~Z40LRAD)YnVZDnH6CuPRa
zJM(3iF_F0|6Nn4NHFFd(mZ{jsX)PCI_Fww@+Yy=6HFU4nL+DFH(mm%)-t)aB^SU8r
zW4BnQd2aNKs`XU)q@9wgV8kF1{Mn`cOUKGuSbH=Zuy!pAzm}%XQ!tWoE<550i*!t!
zG_bcksOSOK^+N>5FaLFj93Pd0;@vD&!Xr0}e30t4{p)0>1{{U!WeP^~wNb&T70H3%
zOG)i>`l&{TD%BH;?Dl4d?hbI%0<}V#9^Dp@0Joj+k&Elu&ST*2OZ|l#vF=$B?gTc3
z!u4^kD?{6@iO+6Xfe~+vaP5c)b@{XHy2SX?z*CXi^(!3Nz8y8DR}uZ|vGIiHUi+2`
zusVVDoagso$;W54c()r32eEf3ThIQ3VW<eN16QuTJfknxUyn>{+<S;n=Kc`sjtUcI
z+_6^DDd}9w=51tgaw}?+=t-2Teaf9zIf+V04)wxg9)bCLD9W_L2;F^*<P+}pd)T3U
z>bfrl1iY%uKM|HO8=&*wZ@jEpz`)btCGfaM_e)MLaFD6j9ZI|8aGV&610<hGWH6RJ
zjM2bxFkA7?s^u10tw=jpyc_U~^$ra55ZRmRUR-<$FeYzZTxLo=8J9e^9sbRg7%{X2
ziNhGl|JCq7cMfYafPVwn@c+d+95!hB|F4cr`L=$izH{yX8&#MFW9As=xFT_gg3b(_
zUGH~fF7YP0@$r^8;B=cUHSXnK;112@mXvL69Qaif2Z>Az6|JsXz*Rz1VibdLT8_Kp
zpV4-;xC0JkYS=+p*S%LkVQ4=?q3qG<#_ORb&yzLQg)5R|7kuo5sdwV-J<BAU#yA>h
zkB)`OE%M9lHtq9whC7Hl7?U*kM`^{7!rD^oFVm#T(^DD;Gk>)rG8A{*)IJG=ZrdkU
zd_vBUH;nNN$6H>Po?Y_+HfSvv%-T;Y1aDBU+tR|NZcdvx?g(Kb5#;l83@p+dX3W`c
zK-{0p(y~z-r&MqvKjst5Z#V~C>G;7Qp{dFJP!+N^L+|!&r54{qrl)qR&mhs+POowo
zJKHBhx!^D0@pAM#YUj&)!e)3FggZ9Pm4+as&dY|KdMDbt*rD1`Yz&IjLqlhN=^Fkc
z^xX0gTAV}GyRU8S=9OY6VkKHR?jwq45{pf!n9)Vl>`jXA=!u8g!lJf32a*H9OILcp
z6ujlHfsi9eBQc~MEVHok`NuM&XqBru$QI*x;r0W+yE8wUxx7C#xk3%eDiDql-v+y2
zVao*1@Z2k~ba&a;b+>>5Ucuk-4C~tD+i8kLuN3nHaG74E3H77|QZ6^Aj~t1aI(Z+R
z9)rU}(eurwnLgv|+==aJrMok|I$Zbx*up7e@q3zQR5N?6#`NGprs(PdMr|_g;;ZcJ
zL*D|cjY9x9?LHQW;%&w4$V|;Sq5HQj;+O`zXxxp<O<LrV=OLIq&jx0`pmO)+#T@@2
zynMHDZ#u`*==IF|@Yt2BtSc0*=c$3xjk^NHi~qJfg<aIHQy~+TB?)&i5V(Ib1Rbc9
z_9~}~F{6Q()K!bZ#i(uN98r!-H$STv_^K7EX;s*|P+%4rr}n3Rb6Moe_(UUL5$i2?
z*BvqJQ-Gz`iL@2DPqq{URuuWfc6$8I4Jm@M3xn==b3UZokDAg^!^IR7M5Z7ip)pD+
zs1ze2jPc2WB#Fg*B0Cz!FLUUc;d9CJ?>zrustAA~jjW`ZUYrQ|#`KR}FvnVEF_)om
z7{qzo1h2p$x>N3JOilXh1zv4MHPA2KN7q!kv*zGkl8hIcQlhZ8$)kuWNcg)YgZ>*|
zedeJQPlc(3-Rb%3{gcPo$(iQ6AYD+5iY`ry!61$eK5tnJvT#7!Gy#oRZX@O^@~`T7
z&8ybew#sd5t0Wv+)N-GtLei}btrniTHTOJXJQ?s>JS#~Xra$ayO<df6AY$1*RMn`_
zZ_$NmdW--s9dSp;h@O+y-X3d<T3u@_YLedeHj)BIhv29T6*0t=!n>37z0v&M>M2&C
zorRLPB>9;n?cbrRl8?h7;t>WGs?m)nNEd?k*QGpmg48TaWa(qs_4B|}RvhmH?U?q@
zb|LY@lWN>7s+sHAVedalwL%20A+}M;F5reMg|A~eM}_q36DO^GuPaK|Y8LMZdy+1@
zr5hdBOK#3?pGyr+J#jkG@TcMNmbe9B<FugsRhVVKM#7K2%SeRp=vJKBAGTI&cK0WP
zWOBOMZV-QCg>Y+w$0@IuYHyxjQDl1j1Yh24LmBgUceOxsxbE*F;=B&jIL%`3YkR|4
z{tb#nLy-huIo@HAMcgZ;^LI8i>js586I!JdB&2fV$X6YqLxtp1>(>^3m8^ubZuNKs
zn^G-x8cx=Px;NWCYCNhTS-7e3b${ZEkogLg<JqlX1_A7)JbBe(iFqaph^pwBh!PrL
zHE0j%^U!2+J3&RLITIRdV|ZXOj=QTV=#^tuI3}p$&VVKt$dJLFoJdt7Tz2IrvTiJ@
zu)RPp<{LzvP&2pg))ry<7)4E;$I;J6?-y2?_r*||4$sM%f=m&;Udl#HR<k<?WQr{C
zIrD!nZBEUV)%vh+OgBAH8BRZN(WlsALN*r_5FO3tCwiwpgQ%nOdjZd=^#+ZOJSxNa
zU3KEo7oj}4Qb&(s&u{qMx|8pY(q0{a5`wJsbTU9ia{kq2Z6{Di-~N;8Cw#WD3c@&O
zb}hDl9dQWEcS$Zx*<9PJ;iz+K9WO|!2ulYv)!1+(DbqVd(x{*j8B+K%eRZ<qi$Xpk
z(e#xUVTX_Rf#3DX2>`~RdJtM&g?qO-V}vF&g&a%E_EkMSp|2DOHLXPWCJH<gxa%Dr
z=*&$|Alv>JaBv>&{v%}C7r456n8ln*9L>PHTMQqxYtiq=3092SK$p>b8jH4duxsZy
zzk)bShPO0x!Zz81$`=nON8rhveNhB4=k@l6SMBmG8EG4T@E3Gc5=hTe7wp(jPR}bj
zdL{eS2fjy*de`nO!JnL7x6XNCmHwFe?D4hZZ8~<Sr-`G&xttsh9gDA{<p!~8Y!cJf
zo&Ws=H>9}i@7L!t5|+I&%e%$dP50Q$%yyp9`Kax!v%uF`I@1acIvaOf+-Ba;<WN_E
zzO!zcd({NM?I3dwW~fiiD-9Ux7j<p@bdD$Oyas%m+{)PJvGr@Ye;;MAzRx5vVzT)g
z7}plqJM2khrc_0crxpY;XEX(6v)#}45S5yq3Sn;&8L)6ckJ#B5jvuUQCIH&Y`AK86
zgl#5{`D$TPaWbxTty>*L$_HJ!PT3e3J|9BPPd@*+x2z`%IB+wJoGx+Kk@tmY%QS~2
ztBrn6NWLzs@8;)>Hxe-N8obv}BX+Sovy+*)?^1PZ$)CQm7AwF_lyYLJ3+3~Lk^aD_
zjMa#p&d#_;b59AnARYAu-Wyg_-r=Ekiz?es{<x9vY#uA9RBMRpwmam<r-00jfI5Fc
z&!_~q^xlz<JgmRKp`o}4!xes%F_PzW*GIco{OJNo8{7#IOP6yTc4a7!t3GE(Jw2a=
zx`~M)vMCofJft8;m#l3Zgk=g-*|N(YKGHZ_0&6jdP$KlL;9h*t#W!UHrD$$EW=qfR
z?u!@AkSx4k31->+)9!#o1;UHDJ4HoBmI?+;H=%}Ev?bZ%Xnt9z3;*y<GyuN2Ss&4j
zBU@WOb>zk2z>2C`MwpXUi~4AdWa@+{&RJ1GFLF`ug0GV4D!x`wGI59aTigg-NF4aC
z%?=jcG{FUugc~E{M8Crx7xxO;pG%^%OtY|38W<NB2uD$o;+R!FeQY*w?L)C>SPa_k
z_AIa}`Dy|_=Nq2pto-ct%#$sp7VgBXZ4=*RSlJ_hV=$Ln5Z(Dbs|-ND#lB{0MTDWL
zYAb|%dTf6GpQi_Sy!@b$+VQnHKAFcf@d$mnC^VRUjoLh&Q0PK2^=zv>V*!`x-l)$K
zXtpViuZ+9mm25)smAQQ5*yHWd4tM7rYmPYektdE*k=8<X%m{2>Bn*+-0USg)k*5l#
zCM4Q`*Gvhf1x!WIxBhQj`)rYWQ)~Y1rXLEIBbxxNS7Jp4dx{R~{~%C8dz?ytDR@Ym
zWrzod7Ez3Ia)6QEs0{3dC2<x^OFoM4aRXWEaGh<99*>Gj+Cf0wR$E(NRu>KX4aR~V
zNe}To4yBeTSG3X789r2I4y?a|ha#YW_LNWfp=Sz;YPltV(18-{nUa#K&r;hlKA?pn
zc{Bf+1n@7G7=M8Qeviz4N$~F`7*LgAR~pm{%hdrkT%b4xysM<Jr#~aSyZ8GelL%kz
z^3nOY!KlyxuW+m5J063T{oBN_Q<8h~_p}(rx6sqmkn2)iJuNH#>y@fDUkrulFp)l@
zGV8z78mbbYkyZ*FYk4P5?2Ye+Uhc@bJ$Mu{dJ?cjLHubEuJck!bitlx&JXT4ik?tA
zV3im0y|wRcjot!ImX;=JRdTZ5HNQZBaTNmj@aQ$At2P<JYv&Fzs{}gc*>D{ze$@(}
z*<B%fzJ>@j9R84|WxkL?)TV{Pb@m;0ZZy(4^Qq{8QbYfOM6m7dGi5!x1$u&y#SGs%
z&W4uS6ZAE?+)JB|RyS7Oi8X$vTcXp`HT5!Sy+Y3A9u^BDGUvTe+5w670QD24Gt#Ek
zxzbUa+PuKz=IlP1j))3014r*>S=fDaa?HYY8ZXGA65|?xXy?3d5{|@*O?UmcUPpL`
zLRvO67;N75tC||xwsGKf8GIvRyve6+^ESReF>r@R!@r#T`~o9^LV3hW#q2O@a-+xa
zyy0(0y(K|lkXD+IeZFa5?Y2bWy=S~>TNr#$DwD*;OFRl;x!Ct^ljk$dv`dxbg)buI
z5_wm=@bQWf$v~0TKkla!ZHzF{CVv#2v>I~Si;(Ggl+{zcX1VRz!_49YxkR*O*Y@pv
zX!|OLTg~JKr(Ax1c{$0&ZJ>W|Ez944GgoUi0J8q_7;307SS<@%MX!>~(Ihnug8B14
zG71~MRU@+RTi@}@ldYkUWHyu4)ycH3M&=JGwXx(SUHpORKC@=~jt3Qr%-?UP9BFft
zpHz;P_eX=dB-%$Qbeo>OASYVdu~(v?iwK%YE0zxJW53`Di&_!!@x{4bnf0yqi2#R$
z(|#=cj5CYua&E)$%qgq&NbLCqq9dONcd_G!K0Go#1(01i?qg0?1`!V82abun%_Mde
zv0>%HyJ`EFk>~q2TJgt%-D%-79Q%jhBDk+{C``vV2&VcUXKXM^NZI42Oa+OBwZB$$
z`z@DVH8qr(Z9RhLPS@>;yw#D%JX8H28vuM^p7-G9k+Ugf@0gSL$%gb7HL=*(p5{zb
zW;I+k2h-6A(%32FWF?}iMwWI?LV8iF9D&GdHpGm-;Pa!VdUrSJL!~JxmUNZoF;_|f
zK)ZpE6O}Oh9nqCSac>Y`p;Z2-iH@1_lV}6^KC~Qn6_=0-b+=JB6$aZOi#ko36#_){
zL$lu}$mk>6XHoSAxgI+0Y@VWH3-?hc117ZK!rYAby%Q5I-h0mjy&J>BB6GQQ45*Jc
zgSmWSUI=*GTae77nu6}T;i97H8rvU>PM6$r9_$0zt|MWK?n%7G`QQDp4?n5gb@QjQ
z&fPoL%h<U|iUSvucMn#)WCotO4&4_dGuMX$y^^E8{&FQ*f2%xHNPYS!4qWf3V)gF1
zc$_X2gQtu&-OBDmzeL6rTPdxx)>C;IY)V+|qkKpIvyZYZ2sxe|Nb3};aT}@fLO`86
zk5Aa3Fzec$sX9>~&#mIK;t<o~@9sWsnNA@5ql5ij7X!Jb(MUGk20Qff8~voMU?bBF
zaZ|mUncXcH+x;tIIhHte^{P~kWNuP5Zt@ax);(SO-JPP$p|farqoQPgKAA056vuY`
z9glb40vrR=TeLQ->+TZ_mj6z9%WXDeABsQV-DCc*#;!CR3T}^Q-v_1aON62r^=j;7
zS0T$N35_9)wJd`%C}S!69<oQ4#-xmW87VX)`)(|gZS2`)z2kkK=iU$Zez@o3InOyC
z&hmer|M~wG-$4b`q9S|SfZs~`p~`1;pMbmGuw+}YOJQ;<?$Jlpy=-}f8hyl?Xd}^-
zJQvAxi!Z_C<?nb2@t7535-DcnkYLVb9(-T5ioG@npoHz?mKs$!rBv*4KWy~IEATLb
zer<(e>`F>1FWvE5o!oVjy&>X7VLv8Fo2!^QX$Ss1@vhQodc%91KNk}NN^Ob|40!HV
zUYjc`0c+92*P&}1b*zt%&(6lEk-jRV=JM~O(rGQ8SM~V>H`&Wq9?2HBFbF|CG}4TU
zD1cwuZ@J6zvVtI>g3w+EKZj}$S0JM!NSHRJjxDS5X2hnK*#suuEPAjMcY7fh0z@q*
z*;rmGZ@M%`3Y~r;Cf!ISDythUbT-F>maUdawF`UVGvV@;g{+*%PQ6V*K2)7px8-$b
zb>qf|n*3-*T!~}~2AM~5rf2nY`*KrJxjWF0LA1Dfmk2k$qrYSS&Zs+g*pT~j9TW__
zY#-d94A8<X#g(k@?#wNs>ufK}(k+|6R3-K-^r`u+jtTiaE*d|uo1a4id+*s=r!`#H
zFQBhHW;dbp8P9>@(>6CAASg0H+5_+9f#+Up=trp7yIF>#=J*pF*4$=?F0FPq_5Ia+
zs{AeZH}lX95Il!jbKq0e)v+(Sh)%$4hF51Ol!L3JTN3lVMLa4#w@C04=0cJM`x+0;
zR3fXrpbF{;PxJwywg>jU|MEAJs-JcgDcr=~?{7gPc6=m@8ydRarQ~j{>zroZH>)<9
zw_x+ozF#c09^Aj`G+|>~cx|#gYuVwTvVG|Inkx&rkJq97SA{KtNJ4eu-F0myBEVSv
z{mH1^MjGiU*0$(^4*gD4FH!p!e?%+=+Rc*smE+QCc)q#Y;lNSprIg$*M(he;7Qyvn
z9%)<kc<#w;rqvbV<ARwQmu)&Zdbh6F&@_L?yITq9#7(mYBDI`vsN7T740a}L%BC<F
zrL>3(H|UiWvNzA0QH&`ldbsxXGq{%P0tO%$VJt6PXFB5t8hC$dwnl~KK|x*-z=lea
z4}S*g$qHm+)d*QR&2Eof&(Xq9#XW78B*dfB_{X-x4-%@q#iCzFJ-z;^cv^6uKeIW&
z6w%o@g8f0%YiC#^9k_Pwbv)W<HXZOj=L?sRTl*gSPy*Wi0R$m15K6<BcedqYWE?gc
zM*U$i66~WX7>A6TzU~9V@~RF9H7$IwnPI=lq1mQ*1#*VFTg(7KOc*tW?%hF#x$p!k
zFKr=}T5WT{tp`TU!u4v+Y|Ha)tpbvM)x!2Lx?+joes9+!?eUW&y^32cfoL{QtdpSD
znny>EjrxrsnwxO6ZeL>U$i~m>0=-jzbwPTI_M*uOta<ZUKVsTbtKD(FDapa0+s!A;
zRkBv7pX*aG(D`yx%5Iufg4N^3k`sDItW$4pkRDoXkhf!MNSU-M2Lv^h{ht;@Ac)Db
zZ?qRAFjM!o>dg8a_L`3;WcKo2h>n9QQu)Qti-_jw$MsXQ0;PBi1)#z!og-9cxL|iG
z(fBDZaZiMB<WfD?<ma#Do;2;*)dju?<L_&#VU@PMO%dcsANRk)kXITwN5C$G4(J8t
zJM?)o-`#{&N&C}fSV8W_H}(I@7De0^{n=1k-=cdi5ktonwf%?7UNR#yjW`YIy+Kgi
zeeR8T3ZS2GAN}g3IQEu?;U4K_%6iU<oBHD^9u9si4qoSTqDQH;adx?bL98FabO3u^
z7uLono+~`_t4WOCm>~1~aRSDWODnwkKR=3;RRAdR9+Bi(XHORWP#(cs87bCc23f3%
z;xK*l{aR?eloR#c8xg5&p_y?yq6i1>LR~xm(DS#Z#(U?E)P8$ttcyIX#v9rBQUZam
zbSDVg_6L>MEamhznY#babLGhoU6MF1ax(8KUy#yRck;fesV{!=59Q%&`?@?m_lqV+
zKZ<sJ+WogYyJ|*~&8XXlYf_k_Fcs>iMt(&D)k4NnHe5URbIB5!Kux8ISl@YK^s9o7
zzIy0IdkcvT5ry3sNSpo=cFoR>yA{1BGS5>3yzhhr<s=ae`zz``hdC+%G7ncR?{<A$
z+Pw&u`>NTxUHEtaei+_iAZPusdx-qlQA8YmXFY0kZ?}czcAcdTLk4wNgI(FP48FFo
zN|RH*FT2pjjIt=uSeaJ2#@+LO6X}W<z5elU4So{7Mlk~>n!nzR<fGfe83DC(;;I$^
znjvZj@p2>&f#|7H@YjeI4gs39;uELAA+9VgN#~TwBZ`Y~eQrY!?45<7upfIP)yu4i
z*80%<Cciy|VSM1y1}<@%M#DL@sEM~<y~PAybdOxt{Rxj3yT3XPQf_`&1e`*S?KPxw
zuQ2@}ELefx-Lo>*E*siB{LB(qXN`)qDVXMmQ)wR9yt$2pCR9PvXIVh^OE~4^NKVTR
zA-2v+LF%pr`Ocr#zCj}!IXEGozv#}o9?~gRZ4!{(T0Oioq;YqS28TDUF}Y9sw~~3q
zOgQbN;BbN-M3<T4uk#7dA@Kpt&c{I7m>Qvq&~dP@0m0@}E_Q9$>itc-X;3j*DNUxu
znzI+l7>Ia+B2$g+E)@l6oW$D3*T9=IFg`g2ZDOU3*ZvfcaeMm8uGSVN?+OOzun(PY
zQLW0<olBsS@l0Hh1?4Lkv!Gs_e~_?5y|8x7nJbeZ{OZ6ExN1DS!MG?d1ksYwGgnr>
zvO1EVeIb2^sJ8h6wIc{siW{5lue))CG}H=ANyEPMdS61s+RMMWwZn|`ms3K;Y4fvt
z?DJg!$`(|mHkhKYu^La}FT85aN~piV%@k0e{iJ%grnFj;^(w9^?AjwstB=#(LNZIe
z40+|c0wX(s)cIk-U4Lv8Zt(deF!|Z9DSyk6qO`MUD-UMtqWWR9cjwWm99f}~om$F_
z5kSJJPnB9?yo9t*m4)?A^T24<6D_R6wfb3#5~wNbt8nLT5MISc$H6f#q#QigO8@SG
zO~eK!OuwQd3PfA2^FTRWbo!!z-z!Bi-J?ozE1y<o^2IRzRo)kaLJ(w+`v`D#WT(Vz
zFy3e~s}w)(6E$?N?ClV{W@fR5nPyYb(_xPhY=>xsBwPyMivPG$_l&WR`dtSO4~Y@4
zRfaSv4i{tt-kZlho9}gJ4Y+&K{vFD}nGu#ui;U58sZ?H<@LrRq2no1$iP}H15gX09
z+Rw!?%f_xwK$Hx49g^>W7fdqqMRz(ZS$t>$z$w+Al~OkLkyAkzI}YFtd=E2)?ONla
z*fTcO16!ZZtRjJ1sX}l4^@LTB7V&r%{8#{^@Q_kuIw%~T?gVqVHWrrhLw?KWqk=za
zQZ8@FpT+lsoo}d^<5@!6?(7NBUn{ls)GqsxDUEL1Zq(mjGI*cvAvI#25)_RBO=^AJ
zz48dqBaX+by2fss3+q)0;a(Wjd+xN?xYSKo@MvW*ElTQ?aJIqPB|viob%8ilN@Drb
z%W<e?8Qzj(3~kNfPe`%$F`Sbdt)GX?Fmyk>w^kkj#fY4=4-R!(#lI2@4h)|iJ1=mv
z2s)fxGE%X4b#tps=tFWEjy&&%G+M4l(g-LY@LCi)-zs+lJ{v&PsQ=aFs~K>IKKoFK
z$|aU7?|mnedp3QIvqx!S1NDkconV}d%%`kjQXfN-o$dEQxjuMzq}KQ|r#$c~HTChv
z$Xr&BUgB|#<)g|Yg%;+&6QN$5a^3=|<6)AgUtGz%QaQhw3TdSR<B-YVl6+QiXM?|U
z`VwDBZ`jvPxF*PpH{vj2B2s9cvk70RA&Zb#v)RZNtmVW0u4TZm385aqy~r-#D$r&d
zeJ%30*A;Ji>T?tO3HMlF+k2^U+))cFE!#yx`)3z?k&j5N=>wdf8N}QsH5QgAB#Ij{
z$arq`Nc2C3mE-3j_~vTT40=N$)n!0Um7a&VQ~w^6oCFHIvJd1-$ZFu+N+rg8fHA3|
zGON%qlWW&a(QfNV{4|B09ht#R;VJW3X=KDL{Zroa{(4p{JZk_m%q0#Ott*wY+CN<b
z<bMzS$3VgQ6J?dN?~ea5M)iLXp8x$z^4~5E)JN*m!|CG&559Pvqcj5@Bkgj{r?376
D6l&l*

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/documentation_06.png b/content/sesion12/img/documentation_06.png
new file mode 100644
index 0000000000000000000000000000000000000000..4b0d424e8008b518c7c3fab31ef51ba231c48095
GIT binary patch
literal 86630
zcmd421yEdF*DgqKCundd1cJLZA-D&3ZQR`@Xk*<#2ojv&E(vbIx^W2ZF2UVx$ou`@
zcmJ8XQ!_PHcV>3gsqVA;?9*%ev!3<rs87l=Sm>naaBy%~a<Y<YaBv9NFPAqe@=K1b
zU`N8s$168AnU8RlBjmd;H;7i^O5$*EHE|dZrbsXMXwI^_Zg6ne-G8rFFsEX3IJoBm
zIZ1I1Z=-`HG!ufYN5BclK;h{1N7>J*i13K;VG^%Y*>I&|F4@GQ=f79Ti<VC5)q(V$
zmt{)cWUYoL`<hA>NNw`KyCR{25Wl?s`0?|HkJx-IXwTR8M?;p0_OtfbvP0)J>Yi4N
zKipc+NA5GPXO;UyM*wKFf75sM6V4}wzu#<)m9r)jMUeOzZACH3BVST+z}}>sN~Xq%
ziSkhhnldXlr!)26B3Hwx)CP=~&l!5&W~(10|0c>BH=a72r%acrK1YEn6~ynXAFfI(
zZuXToxP=OAQm~<uS&S|RvYcGgZ&sHA_`Z^5<Gv(bEevGrnYFc&lr<LfwT_r07(CF?
z4N0%E3oO9~jW0&MxhLh0(b}N0VK*x~t?z$e`_MCLNgddyi;B*%%><hfiE}UxbZF%U
zOZHs&#m@@EO|w#&+`pkBIk!VJyeClug%xYxSKn9huT=y2rnbCT%^dF-e5GE=qyU0N
z?WRen8fU6h$d8(SlF{ZvhT_}o>7FJJ5S@K{t}tM+!M_ThiGViYoaa2vPo-<A^Ml@b
z8bsTsM<Jm)SBXL9tD%EM7atzh5WGzT>Nw+G8Z50;iC+^Pvx6$mSOANzxh&@u-)uQl
zBk(6uNQ51(*EIsMv*%%sxCTWP8P7Y3Dv9x5vhGLZAtwo9GK#63*{$2cyF0Q6gz!Ng
zEP0HEpijVdVR2DkfzXJ7E_i>TAbiXAvA_`Io~tfyF9?+34FuZO;2}}Y*)j(oz`-{c
zBKPPoQhDB{!f!U8;of?8XiBc$`SF9h%A&Ug{T)emHc0}p*uGPvkAMDY`_^z{0Qpfy
zTF79KD0&<YpJn~${2!Ap+OR<LFwW4Iz7MtT4wg_c$P~d`EB$3Hd}A!~<3?z)wkMUZ
z!--|WJu}D?%lBLO^Pc?ItwRY_2#^_IHsq!039kuN&<qRDbP!D|Fa195T`+4HXJ`1T
z(Z(#6&U!W*Ec5IEhXKj3Zy2`U>nR%MZp3-=zDE@C22y1>4GA&m6DB(>fLg=^K7T}`
z^zGd!?6f3YCK+=QiEzh}TI>z7pIXi3H8@r9Se&ZqxP%8H<Kn8K{PsjZ=_nyyR5Bv(
zPIhps$&*Ugd>~)C`xc%AZ{FsQU*GDB@7cDSifv9z)inPo;>ofc)|ElgcXz@|UQc%3
z@AuxgJNei%$NKv1!QIR`77DzT2kfMBZzT~{bFfeQ@F#Vlee)RB?c~%m?lir6nu0^K
zk{VF>m5S-tBG|P@n8s9=09nv7J5VezLJ(tm&AKidozf9@Nv8+!PJN!fPJLEF1_b%B
zQrffgYP?Jq2b~2ha`=`Hz8E>Q82WmxhTeD|hvp+%58u6G;aJX)f2Hj2MRnEc!-!s=
z-K+%gsl~R4Iqs?SI+jpX?uG@LsR@Kkb|mSB-^`HwAsbWUnxX32z!+70M)u-!5DEF{
z^P3lQ2W3y!Dl7md<8Au%_A4#HV`V$V47TkWxTM<bsO#}y<z?DVeoUJb6cSm-e&F;V
z@D01$zpmeCskyn&lx-^x9{JtAv(YR*;q0i$1HYv*$v-cD4OD=ZdEcHm!ni!bm*Y}k
zI1(mvZ(G|B<jOfM8)C&we&wZn;8$IK=4}r;^bu_Uq-+@^IexrTzn=0_Gb(etI2cCl
zINgclga29zypL}?K_fWocOT;L&>DO&LmrWj4C~l%-m|z4c+|^;E3nj$)_x`teC1{G
zYmW0oJJ;C5f(cSE++A7l?80JOJVyyC#ZRhEJ`jIe_j$M2)}N}Mu97X5vl9-)T@XcV
zhhFvFDb)LehuDol6<SIPcp=cG*c&&s*F?Chu^%n&amrKU9``$Vx8DV1L#xRma(|po
zmvn9%$LK$^6XNGh(Z1(f&vFOW>vwv)PRe3piG*0#H2vW+p^ot6Bt_PZTL;Cm-q^_@
zgv&ge8~9u+5mTDNmV4uX%L5xwlwsVMCUz|G*3*%%=Z8Tq8%0pEH#5sz*bUg&l26fF
zIuwG$DMjv5pUH=8-=9tJudOviugUV#cwhCObChp?ZPu*66n=Q9Q`^WC&U6_a3MMA;
z#S?q-!hdQWObv)|r@T;jcuMJ>T&92}UsJ+lgwu>Nttbce<geGK?!EG!oROhE%)?!a
zID?!v^Kd<&U4*!SF9<hxhnTG<T5g8C<O=L#nmI+zsKzVpxTB=U1|B3q!bhzFl!376
zwYDNL+w3~4m*KJIW4J+0kxT_R_Lmv^wDqSvHmAMOK9zZsY;baX7k*Ln3ftgyQ3$da
zA&2aar6$`6&S5xi9#vO&jVKsN|Jw@34a~?yG51b}g=ghc%B}5Qnz{d&NbVaY7i6q1
z{&kj%+e_}qeY>I8ra>Q`#g>Bs0d^tCG=p!IgHREmV4m$s%c#t#o&-pa_zhwhwQCpa
zpR(=DXr~=GL@AsP*<@MLdr32-Zgw{iKMbqqJG_fMO?)0y-JqVine~H~Z0Twt5H=m|
zWqJ^;#~FuYBO=zvda<K3lz3l<$75@eAjv<7no$y<i&$w?=;uvyOz??>g#`mMgI2YB
zr(n1A>Th4%7#bIWyWPGqoVG;JzV5Jg#ds58()MH@%ChOBn)9v+A<yjO%IqZ7t<Gy<
zd!DQtkKrUuUDL`LgA(S==D?IR`EsZXmQZk)*=+-U2&oWT(eEe+s?|#s&%HDd&5T&2
z9f|<{w;AS&y;k8kDLNc~Sz@+tX(2c9%$NMkV(KM=)a7s3vUw33(m=~cuCc>Y13s>S
zDV!u!Q@rLm=%kxcJ#hIK(?4GJop}m&JMs|D!;GfJ#+GI)$|s_#ssJpq%_?E6E)T1f
zIE-cmn;)Lw?$!3HwWFs}bFF5y<0@agmA$O$($8<MwHK4pP=iuP!*K(QdWPFt`rvId
zpH5OhP&HvyCVn?{J|gy83;_2subzZT>wf7a;saio3MqO_AVo-Jo(%0rt<@T+cnMo?
zjYGOi{yVr_2@tIwVddq4D3$5qLe>6E?nFmVPB1jlMV~1ehv1dr$j3$!XAMg;82%4u
zMX}En>i4R;VZhr0=2=0EPAGGHUj5^6TG4eT2=JL>myY_Q*;MJqYg`I5g0q<T^8p@m
z4zi{DrQmj)CvsIw*6t|UujDLJb;hV4ftn_HPsPpdD4xSj_%QiN_`DsH$<Z$vuR;&|
z0OahNQkC(<mzj_c>pdfJ)fP|tV?`nddXia*o9{$uh&b_)i#2k1bT-CFu1CouO>>iG
zFOD6&&%Rdl50Ro=*7{Q|>vo_}$*)zaqh^u&K(dUJe_(4{CG8g2#q<;#uY_Ra#R0qD
zRGGPOXL<5(F5k058QMf<1d7ALl`z_2ZDr&P6LvvG+c+BM3RmmlC|(<GqB9(|>`!hI
zPKf+BJdcw@G<t&#j<6vM#@MFiw6Jul>=1#Cr4l)wjm9q`rHfIclz|vz;0C4bQ{t&f
zOwFUwUq7A~kFAxH$1skc0Z27_dVROjnLomPO&L{oCMY^yX`4+GhOTuSlMSV3N8~~M
z|3bH(OK}%EgIIdQ*L5`KGIZ9j85`Cf9ny2C%%-_ecc8MW4Vc1w>EfZEj@`t1iENZ`
z7xA|dq=TMKZuB*NQ77sWALVbSpI>aw)aFfOjL*C?x<f?2{7F&(W>eStesZomd-|Jh
z@AxTJ^w}V`Tl!#QLR79{LA&>(WR}HIl>1ma-oi>N+CsMK;10<TgfC;mOA^lMhy)YW
z6099tNmI^zm1vmZ`vQWDd}W75HN-LvRlUDGFlw$h-XyfUXXjB@p%1N9)=>c?ghC^j
zHB*hBQ-O~yMwt<paqW?YgJNCKo!FdLoRRXpp%L=r`e#<<*@u60+JRT2)mOvMCZjtl
zCW$0Gkze9IZHgq%F(cJM0tBVUsFjn~K@!rrv%0+++6m~JS-*fP9h1!Bq1so+y>2hR
z1N5@1DhZ@0{!FB7x0%ZHMxkd|51BV~Z#%ZT)t1$fFw1M8dI)J!Z|J`?=-hqHZO-ZZ
zAbBm#6-D-1FXIzrhlJ-fuB!0%mIEj1Q*(R=)qV6uEGZ$%5+e5Fn39+lHuUrP8<QiA
znO(}*F`S)H@LQ%|X_@@%P^k&>iD;!g&q`Tvn4pS^(t}IW(zWS?G2@1xXaE=pwSVkc
z5Hwc8y7D@a#)UY!_((dk|BCV*mRWyoUa!eM)I+oLx_bXpV?g#P>4}@Rl&f=tDn>5(
zTxIr!op>kjsQV+^hfS<((@6=Hje`}@)r<%wp)xIJQ}jJYh^=~*gk5$O(+S3XkVfuG
zT~N0UVwxru<CV$tfKX<yn~`L$-E+jYtvj=5@b?M*b$e9{nYipL)s*PyG`$6Ct<|=U
zXRJ70%e#f{o0gVa-#cM|JU`p#0doKI?cF1UPtouYuNM@usfr=0Vi$>()Qo5=;UZ3S
zwbhc&6+Z`&8FHz@o2taAdNdoGWBENJ^2w3&NQ=aMi{j79jD7MZ81BaB+<ReW#esU<
zpO1WEmlkeG<Wi1--9y^FaU-d%t~8Kz7{^835q6=vw8kjj9m8%K-m;=f^D+y#NA6t<
z9J2_(lpaAx{MEv-wUIF_1Y|foI6Hu75dY$_r7yN|#u^cA#e3vVZKG9tWb=iNxj$qH
zF|Oyk-tKtK-vV$s@O~qVav7C{7$#Dp8pl+&f%jtZzs;UbUh?uX8(TJG@eJThYtTr6
zgGh6W4lrxc2`!VrL3ry`j~4GGb2Mj-H{VT3UzcXr_N^X!4Hz$bzULr7yNesBdH$T`
z26ZP1dhbX+^TQAs>lM+)_qVjPd(^Eg$E*_DrnmgW{Y(ueVRMcKLNYj{+i#s`Bc$%H
z%7Pw$Tm4CFY-wq+m}lEHAQ$b=h@kBuKj^J`Pn&se)x7IW5#oGnKQQqpXjGqgogA+Y
z?*92Y`1FpB;E)?;5+%OwkZro^wA}Se3=jd>{-B=pO<;17@_RcCsvIfW^K3Sq|A0O*
zUz6qJyXQvX*W{u@r*9otvD4G>`7lE%Z}3XITEm}g)6Ge}M^lIedLK#_;mMc3?%IzK
z@R+|Hxh(_UQw(;1CdE2HsXD+{m=Y&G+oxZc#0yX*WIql+oL5$8`qjMKX{0Q8OWlr9
z$U7^O+m!EifpBvk&;XR@mOd9ebgdX$QevqQc-F(n05#*@6-XA384LPimSs9zDU0pA
zE?~CS0qjh9;`0zB3C~kNv6Xu;cdU_$-e%?<d#^g(bjNaXL<GIKu(n>UnB-?C{Ub{6
z043;|s&7{7nT|K=`fbzBv<+6>UZV_+jI&{Hwnjfw{wxuTgs!?B!Nk}&pQH;Fh*nDg
zRtF7sqUa<ZukI8%7=e-uzi(N31b4EJZ*rUUXmMGyGx;$Spw{xmY#%$V*uVcOaCUzf
zEO^I-vH!$88|g)&Dknrym8w0F()qs3`5~vq?3uX7FaTxbX^Dc^ds+8ncyaBWGjnIZ
z7%cwV1Vv`uVHNONCjFD6mds7xScMghnnR-Enyna1?uad}$r4@Ptj=b6TRe@v#Y+Rj
zsEgfDSw`M*q9yF4!xY}WScl7*WBGKuGfC-XrTvO4f2YBizEBa9ODL(KI#8V>*O*>N
zre~wIW`~43eP^VFadm&kwop!#{Coq}Jk-(B0<=`$I_}=HFG)C+dALFIex}-PW(4kT
z1h_N-OYTBwT_yw}LeY;4IGvAGJ{ia*9bL!nW6rPb-n2#+py=n!yXe3#^T$;wPT-O6
zDk2r}3+==~H>ArKHQZ7xBxXj#8P=iC{7u{UMvcU7Rbw%eZp&euk=R&LDPJ)-gS%_+
zUe?Vm4~)d<b;i^2c@F_+142E23Ob5hfByE_3lhjAMYhHQ7)fjqGQ;oS`T&j_M3rN7
zKs}il1q6{QfBjynESyt1PD|i$OS-F~C@~Ec66H|Hf>l}>^<*tcRSW8ES)U=;>QVth
zC_IEI`1M{v+MdZh9lUg%JQxP917jShEch3P&2|E8g{Q9U*+1My4a^VDF|U#Rxf8}k
zdUtP68t8qmPe7170ISo`MwabW<j(wsu|hen)DnVx2^&n2S$jx!r1(;YD>k5hy@!6V
zG<WdoLmga9!Iim@#Z%>Z`by*eR7yv;OgeV1Vqn#;CPy?u;m)PpV?zA!qC!S$amd;!
zynlVJ)|;D&_W=OFe0&rb!xE^f0JhvZj^o%l^$>*u*v{c!k1g{2<R!yt%?uv;j;^8A
zQmzk0$8Z<hJV-ti^qqWnpFq(!yPqoa0_>N0c2n}Al#9em+D?mHa8WtZ-|ITuxb$j0
zcodyxDcj5!gmP+1VZ5?bDBl2`EQc7dxRU+Bf8lGIW*%T!k`?y)cSeh6SCr+0OfpSM
zy-h@#sE)g7pzP|;BYWPrS&|kuf`Jc#Zzu!O#Svag`NZ*J|3eaO;@bVgD@FFvA^$rE
z0p&0EM0*w){P)q9hc`7>U*k<9J#l>!`6t8UUAfC&)`^xjj#%LJ->d|gf6-I_v)2@>
zpXK~eA*~YqqMB6BIAB`#lhkcK&qUGR5>rj$^J0O*Nk2?A^{$J9{x<y>+^d-Ph2wlC
z3KeF`l3s_ln}XeSn9|!d>hHv|y?J={kI{#4cI2Oext!K>=omj)w%QXor7-@r#x|5#
zKtQuw&#~1WGabuls>QqIAA?oNx_))`N7vFp2cgwjA8Jl(Ra*_SUO;+eG1l(qU<s0F
z$UsNZyNPGt>UvCuv#Pr9E=WQDekY2MGgyMKyx?!yxi<T>&8>eK;h=*;u8DRMgY&`p
zwKHvt8Z+`<Th%a%IKsoKv4hNMr7i#Q{+XxGU%S57S4sT4btya{FFVIe`oGh3|LK9A
zU%`LPjTHG0x%V&L?|<2Alz;T~i*lOjsnBP4f7fx-VN>cNye=}^yD$M_*A@OlR@$^)
zy`wM3_;;5USI7rAbG?O<IAJy^q^u^!f%zSD4$99t9b|J(M{>OtNVkWXxR-ycNIyI0
z=fmB1ut~dwb5>z-RApbe4o9A#{r(dU?9(x_8FC?vDciyPNRADhD_4@`-~K{|+bP>F
z@LJ}{j~E0YIZx{x8chZ9j;b8Bza|cUpG6vh_)J^w>yE%j&avHqO6A_dLu81v1>C`z
zg0^OteuxcN_m7P%mV|=dSDP1brt2xe(A}y?B3iZ;D@EHxUU5^&LnGaS^gvy<74FJc
zp2<$LhV@H#>Z9jEwUnZqhm{GbB0lt$9drY!b1rh#YV1L!+`}1LPf=+Wcc?=d$<h52
zP?Nm^sG@C%v*ObNvEnxlOzx-D&$7TH73DCoE)+y+k@m;M>p<J<@V;F+W^1?sFY|im
zF}R*3K_YH8vPdR=NKYyabSS%Y@Q#}I<D-6jR1zksatuUQOv{0ri<;~Jz>ENn>YgQg
zYqrgr3xz*i8QIY?88L*|Xl8N#$Q0o5%5+<J<7g)lmm8&wlCJQoWMs3ccIHiBJ5<4z
zGFurMlbwTsV!EBV!RaRL1(aU6o@izd1NKleIT4tizv+eOR%{k!QrrN0PIPW^@kj>G
ze${gnft)nl<3QjUN+cb4Rf~q)=F)-Gi4n}$-apIYzn&<(cSjeh16}y01Jc16)u{9^
zB${`H!e%T!vrQXCm#M;*_Ehu{2n@P@HNch^BT+?nSTOgFaP~V5?2Vkbx5rhwPB&&X
zb>R2c3|O**2((%_JFo=sXJT(Nn+7|2TSj+^A4;BndL-W4<=8HW9|-!uqwpX9Dt&Gm
z%$DGEw*ARm`IYW|5T2Z8Tg_1GU>Fdx!H8b7orxge+LgM5>A;1<eH_kUE2f=9%DoWh
z8D#ti_w$DpJaX9;(B-~9VB`JVmpGAZ*8}|;3^IP+W?tVG4TIDe))gz@Jv93&u%6){
zL0uL6;Kje1$U3e(PKCAurJFuQ!>!}G#{t!>P1H|y<OY;NbF0os|Ezp4n$wJpMPi-k
z2=1#ufN7Erc1QG9d_C3FpuL`G#UAU(CEXHcR&9-ONK+|-ObP1U2`EOxyEd3!ZQMc?
zB}`Z<1C4}ml4%~nJS+>=BRC(%J(!5o@uHk#dUU6%Q<7=?0)&WIotyp?v|Smal;-5Y
z?>bdMYwMu?5;x#H&hv~<IoAB!kAh@sf^(lx6s;IJ_!oA)lvNa)XmQbSgHI;XfiFNF
zTdOTQe2C?REA%<~vm1wtqx5Sw6<H`9OZL~L*OinuIjs53G_?bWv!e!9NJ6?)<E(*a
z`6Pt92Gwt=`$&-@;{W_jh^-~|+b}L}?AKj6;^h{ME{TUVtD$MgA@l*I)}_z8tYk}O
zk%yRWJrsBISb%T(3$6XVC7Bkh%XQcg%2MHVx0D2MjA2NpL#Sa3hF)X3rfl!L3`e@R
zNg5k98Y^xad4En0V8DH&tRY_0<fxAX*)(4p)IR&P>026WmoEaO006#z9)wBJEh<|1
zHEc|1qc0JiSv=yyt|ZyH4b$#hSP;sHT8J!%534FVf6ndg@RHLV%Xapqn!r342I8AG
zQ8ux&R-e*rdU=jLK=#~XWd*q-qinm|OL?;G^*Ck-!|p!B`+()WFHprN*}FsPSc>wi
zDcNpM59Nvd%!#ypo}gQF`$+QG{!rRA0g<G>l~$7MR@K<~QBAw?vcicw)dQWnyyfQ1
z&9r735(!@!Vwe%<`00AX+1{Irdl}P%Bst=-?p9=m$FDSE8#4aqPo^pE23Go*tW&4;
zZ*lZPd#3{%?Ir0$ls)WQmCu=v8%y~|$Z$h-JRZM+q|3B?uJoBlr?0uMXN(LzCbGY=
z@!D+b`;zOXd#$JA4DMx26xs}kR{Xw3a^m4UK95eh4nIM25%BUS$7?A)x6L;N*_yK%
zMN4IqIT2blb!yrW5j}9?*D2sy`ijM3l?99M$aJbz42T{(g?kL3#>QT02g~42v(A40
zskfC1-9cF{nai^H;r9AAC^Uf-KS!*l>`>OY5v@$Cc~fcoQq^f?=)$lC(~>e}5xlUL
z@_oQM*_Ob`sHn2{Ril|k<Ghy##ZxsU#<HiJ40vQ`-#}f>(yxFV7$inOcL69qFB?Dm
z;>B%Ow3RE$c{xu{FNsWieJ4*om%a<2vI{j(H-l-pAl^!y(Gn-LU6S`wm3YN<POhmk
zpUNV$9mZ-(zrl;nN815zv$9bT;uQY@Xd5BYntCr`$G(!?-S{Jx(7~#Lf~Dl@h*#O+
zLj8qS6B$EB469`xdO|6e>g&a<=1V;2GaP|M0=g_aS+3brD`tIIBqro}htxD{f{e9H
zo<2d7k8ko5p+T=~%?eF&#@oZ-h%_{6hjfrf(?sCyvk&H5oG58+G}66#aj{pE1AGV)
zoTtH@#OVa3j@Z&N9v&*yVN#|&nmcRJWs^gClQpeD<d(5968ucF`<KFZD~M88JvxN$
zd{$H;lUS#BgNd(qnjM2Y{J$WtM}QLdGM#WI>-gWQeBvKr)-|%2AAj?XY080ddsZK6
zQm7XcV%J=L<#KSm1$4gTt-ROY5}<@`)@%fpWoZkl&~Zu=vOM}vg2me<3_Ijfu*GZT
zCob!1c$|I+#pPv8Ku<e!m;$DTCj@ZrM5M}i_$rl)Z0o9UvUX;*HD$-{OWV6f4+Sf5
zmsOVRL6TkC<KL9VmEg=kaXlAg`vle|!P(8aX$wcP`@e0MUUr$}^mfarn#Ofg4<)R4
zvL>H{sXMT{$i}NAh+)Uatt9Sa@<Md$%9)(}Y?B@=?V0YS8dNSK!f97G{mD%xB|gm*
zdPPA-yjNKeaEc9JZG<zGQ<t!H>e7m{Qf$XuopD%q#HHzK^FACAzH)GXl$=ViI0Wo8
zY~|Wf6DCFLvq-#nXL1OfrLXW*u@iDS15|nY7^99OP}0*0zSTj(f}V}^WBX+)EW0SB
zssr&{1dy@LWCC-W{caKIJno$7=VMe^_OW6m_nIvKFsCI`c{39CcMuo9@ak<iu1+WF
z3!G-YgYG8~rKnJ2an1ovN@9RJJ)6SM+>_LKv?gp2l%`W>q{V-^wJ<gjmoheizr<hW
zICNlU(o5G2kMlAjYj2)McG*29-^asYcVFeK1Md1(hfH(7(*~v$#f2td2>RVvE(V2`
zV00DIuBGtPEP2mw@K>@|W@qK#8H?p3m)=T4GunBLS*h#@+6`&fUWty$R5hS}d%tIJ
z2qucG5%UrWXCBc3T^n&_sg?BU;NA8#TF17E5R)hc+?`pl)xxA`Xy}pq^Cs(svw0d3
zMa77w-2rE3vp<^)S~yjdl!F1Xji&U4FHYayB%=Mpvg+UjJ^sd+ah7yxfMLOvM<|GK
zDPg97npd&yT|bmj<v_af6p_Y1jk#L!6HF(qJ3ucHz%ql`HS68)Jy?ByeyL**Xp2IX
z+#6<|z+{(n3<f68z~?z92vxbNj~He}s1T*@Yjwsm^Av?Km<{oMyUccmg>|?4BUzFS
zqLesvs5-P5o2lfla&TQ3SbSy1#7c^tjCeQ>`o(xmszS4MW9-GpMq(mmS!kEW-t)Z$
z9X#WaW!XHDwsUDE2RS!?|8ag1OQ&IubHOExyvokT&gSX-Fm=O!eYUZv|4XMwjU%kp
z?>x4s=t;KS3A2zMnR-{G4#$`T=4L<@`z1iLU?di2qFPey^jv)LFwey!n%O^YKW>w~
z!PF`<0BaAoIN8{irK*1K>YS5RiqQZ5T9QABae8uq(6m2W%OvVlS?4YN+8b?#@B8rt
zu_UW%KbZK>b`cV&y_UZiu%xw2+-@$hGZ3je?!}!Pe4pn<wG}=4IcrpnkMZ<v-#^;w
zTYRKlr2vM7AEX36tOU~rr{Y7}>BwQ?0?}*AnLgl#W?EcV4*lG;?PirhI1<&gZ<s1*
zu+C~)YwNHpqq*+5PQ$D_?|pTrH{)iiN}J7VymjRD5QX!aKkqjXs_M=}D@sTcuct}~
zZQ~WnUL7A{ydoCrQzd3v&V>wPc-S56O=QBrGvEb)FxT@BY=w6IGsuRZ&V@B!NbH3Z
z+L!7vSsSGxoL2nE+1DQSlpGK+`p>t|0X%9N!EMh?ow5_d{ppol+z98!LXL}W1J#Gd
z>G4FC<cx$F!f{F3x2--(BrpyR=_PfHNx*^oL3h6SqQ4S(h}rk}Fp(tB2hMd`m`@GW
zEaW<i_sld2#UNneLr=;5Y52_6S{r|w2em$h9l0`%&j&9G-L0UG;cwny0b7pcg9+NE
zkra7Wg8r(X?V0FyyBdJWks>RnJ<C~16Bnj4llAm{@j$|+8|aXUloZ4Go8y@jFK<P2
zC5`=x=<eAjW3Esk-nSCILLrp;fbloe1aNHtz9M}o-df{97xS(JLxZfhJfT6<&6gO`
z@fjdwBx*r%_zHP*e_c1X*S#2llG0JWxOfnO6h@o=$9$72z{(dRe4a=kp=^*Z()L4>
zGH((8TWC(o<~34FO&=y{PmLLi?*2PT$!k|PKc=NPo|LV@Hw47|JlT3GWM&|k0N3K8
zq0Y-T^bzt*wkLfBa?dA2IwSfWvcucdumQDSO5epKl{^i}l=TvHDx65#-hhH(<#Qf|
ze&4|=>H7kFftD{ZzKG1@V-Es7Lx|Nu{5#mh=A!6GNF{-?+sfVV1lX;Y%(x_MQP1^<
zL9#Y%4+JmsTVlz^U;->Wz4dMOJHqCtp29!6*vvOd(TVy=&6I!&G}16p2||PCYVz|P
zf+<A!JhOzHbc&J>&%0?k;yNi-rtPr<6CahB+FYrNY+!||Hp?jDOWk9KJeXC?F#khG
z!9c*?eVXdv^!)YDLR-aUs~>r4Vm4Pi-w+7BgN!+lyi{-HpQi<@>TLZ7%PmtssU)5w
zux~xBy4o{CfD1+&LJq-84Vq0y<%AX^DEM`}@3XHPR{!|EQ2q)rE|MJ_<H{yHU(7bc
z(SJSde8D*$=&r4RT@F^FEs3J!Tj}iYa2-a7vDCR1!%6NTL-xLt@aHaj?<H<f3?h2{
zjv>aT6IJITpXu_VR`XSePz65<lMe@{(R21Bq{44#nCtuLAKg`)n$z@+m%G5cD*Gq+
zjc2yy6Y`pcL$V%`*i`V-T<!IApPge{t#}**P1T0$Tgz#^H#RJ9nK8&P7`!m0&kBIf
z=lF>(_XnJ*E-HA^iq1cK%W)%Q4aM<4f8DK%8#Hu-3S<eC@ZcUSR+}(kSTlh1p8EB?
z6(i}oqe&ul>*}SH5-Gw}VTlDokYp16LG_rUb#E?xe~lymiX6hxvfke$2;ukp%WUsI
zt@m{sW<Yt4sdCP~H>)dPmHyd|@c9L44n>gy@j4s5XZ}=PMiHRV{M*ge#$5;%^TQ$*
zg3BX!CCnA??G+Eei<e%<Q1d&cl*b*UiSW%{AC5v?-U((83KkRK;4P^Ktc)j!n2e8T
zKW+8osheXX@RI+oAqv@S{lYnnzhzzWPKADLujuWn=Z;TWtWBt1j`TLq;zU|Lr_T!1
zp5k*_cQ>DasMU0(ub**oPsH)$qfU~?quCdiOGC)H?>VrWW2-^+kLLhLo3*OsHrR{#
zQ+~Q%w%qXWPTbmOyUPrDx$GgmkU7haA2h+z=k0esy1!NPL}fl3pQppsbHQ+FJ%%Il
zK+2e<V>v<BtMmtVxU#$h80ZO^8;%1Ko|$1;Ew?#&CrkVz3BPfoTtqZ$wqG1$uDqyn
z&p%dgrZ@ULT3BrdM39%1@=CO}=@cA)(ui_eXAE(KX33j7I%D~!dD`nKnXy#1JJ3Vv
z!)bpRX}S5k#?A0l*b><cRFku}{d`qczq$4)3Z0gv^H1{E$eIZ#aQd;*A;1BuPEH2d
zY^KDSDS^8!+MUhdm^YeNh*`7;0SAU`3O)w8)!q4ALU$F;#|1s=+vge;i|m!h6%kmZ
z?<%fl$-i3&%)d4ca8z-}5{jZj8QSn7mQj9=a?nqU-#%Y40tw=jL%Wi6`&izo5B59Z
zUrO#ZCZyg<GOOW(k<zI>r>&QQXxSvULfCcz9g~;44)~c6KfUy|$AHeeDbLoxV>Ol=
zT6|#~av7f__7K{<co74n$hf)>RP3&KO}GBM<*X0DKnGj|6p1m-(>rZ)kHpMl3kVj2
zg=@im&ib!7og4G!bQ@v5$pH9zE)?O-PBjxR`m(Nu+n#oRCqV5bd{$FHv-c|Eh4liU
zpzo%r#X)t#4y2-+gTB94qSr)B=Gm7w4M&fSRfXouj7<wHG5R&u1DwEITf=hlYlxWy
zD`mEv8SbBqQ%$ep@9=GYFXRn4pW}|MHXZRCdQL>AwPfwx&)(iEHB|7YmB#X7$wN>v
zbXkqr&^L?&?bGwaw^ge}e9wbu|2`e|soyRV9-FcdwVetV7xTl_YF<iqXGvSRNP~3c
zL1dc8^K%Nazx=%N;Vs+kZk|%o4@R9(K{3pH;t6U_Rbo=r2~!l6X=C9Wv3mpi5m@x=
z!;<Nz6>2*nG;b?!k%+;lioV`1Kkd~v89T@tkylc!{=h1#L-%Wb-3|d>&Aw?5S(=1M
zJL%k8MQhhIF|FVO9PXMw2|Pnh4roTct_WP45vEbllNjZMV||Tw)7El!(!7Yi6(X9$
zxvkV|*<l~OZ%gpFMi`3|${xnn`mJs3#O94RRkhVOzj?hMM+#CO`)u<mKHbK<TT-s5
z4Zjh!n|jD8xHyrp+OU|Ya|Lu1bXlvBln+GQg{zyt*^n>)*>cfgn@%iHEHUQb%UmhE
zqG~N%%Zg&jVZ*nyE96gKnM#SSkY{W4KE7s##UDnha`3*|&*5=8)UuPo^TTM`NA2e<
z;@>Tf=Wi@zDC-sOjh}T4Zc^y!i+G+U1=;T?6Y5GUA8Gfh@~jWVm)^3!qaiAh9#d}>
zp7BvsR1)S}9%Sc2ulubk>spcJG3O~p1>2A2O5uBu-^3DKgb+`1m8!NMBa*Kax3B10
zSM@|VoW%~Ipe4$fty^&E^_9pK`7$l)e~B=e$I60OByBKJ&?bmfyj4TZo+gt!l7}<i
zGE2#LiljGi3sULXyGmkZd~OkuAshK)uGsP(J%Lpxe0hF{mm7A<!tMWoOB#EMz3#-O
zU)JLXRnhz5Yyk6diz#s-R*J|##86$+$Va_)=Fa_eZ38MrN-HBfKx9iv_QtE2Lu#%R
z!EN7R#d@vxvE}`y*5qH73Pz*-&CTU3Nj~QfN}Fsp@y@jC+nvXk=p%&#hbsDwwvw#$
z6bgL&Oqm9T#z8Gh+OIkQGrwJkcSJfoZiNCpW(!9W_g68a5{MJV;G;T7u75%o-^>#o
zA7eNY>ZocsPGa0;w6BCYPCfk6hse7xrMSocn3i%F)O7h{*=h&T8s2%SUP)EKhkS#{
zAB7@?0|EFb!dY4r{eW3#<3uu<)om+j;D811^%Hk4@Cg!%8ElcbbcARe!&%v;mQ{y#
zEaqT99Wkp5<WLgxz-2Dw3tFBQgKHN|Kl!59o<-@BdOBn7UY5*=utzJL9OXsTS8BZF
zyGy+o`0c@<`Fn$$Et#^}P9+}wwU@n>iz#2b5B-9wbBgUj3(78|S{mklQD~g<-m&uJ
z6BtRml8z<yp6#&seDNVGytypS-y9w)Sw^T`=5Q?t!E&26nIhT%zEKk5Ti(mPx(x(o
z4?A3+hW4hZb4UC*7tqRUT;+i11-vGuh^h=kNl2I=WReT?#oT_#XuH`i=t5>6K>oH1
z^=T!XLv}Mb{KCR=lQ{TJZ=7JG^PJ<ii0a5ip=0mfEP<0w@bz{x5vHwly^FJ8vd6Wi
zT)R_<-gJ#433H`<a?OtEj;iL#ml2P8F7o-*;9Dm$Kj!X^C6kOGsb_Ft!PCeNHPK2F
zmhh!t@8XPa2hI19P|CU;=e8BJ$Tk=HN&w?xBg9-sJr6CUd__&e?sn4;IzuWY2LWwd
z;~PL6j<97GR;K|~Tq5h;dEl#FsOSE<FXk;$f>2+naAAO5q0ez3jD}R*3dh;zn$72P
zyQ~4ELvN;*5UO*$eakK8HGFR`aM6uCl)XP+ljlk5S;(Ea?O;pRp}t_f+_}{#AZ=E{
zU)kQmIfIbLaam$2t5%lmvU*Kb*UirZUy~3xo1G9h`!%b&@0gohC=yI{EFH0F6Se1b
z^eG6qZ2iLGSS;-MA2*?;a<;KIlceO>88O{w9=pc2lwA0M_ut9e1`y3Dr5t~7!3G2t
zk2uxwe9?wM_j#N$v}YVV3XxPJE*d8G9xLMs44@*O0BO>sj1dv>k<;Lc)W`fur$!ca
z7xJcX!s1%QJZ*Q5XfN|TAqMfKjZI1qf)=fOI)|q6UkXZXMZDYXs}*lI1C~#>+fAP8
zgB2*%chZK9&M1fiZ4E-ZHDB6&`40v?{qa=P?AG!7_@^VGd<UKxho|M>njmPPunb|D
z2YKrtPOG|?U+i4;y&a7Ako5MO!H@8!KFlZywa9ruk`cGIQ_s4}`~8aUgi+F+ab3RB
z07tUSQDeaCA8+Lw)x@4z=V~d>cbW~3-_G3EC?o7Wr0-}B;Ng^A?B9Lp?N<av>p8YF
zyYVoH*`m2l3sX|<qOww8PxY%YR<^#wvBA(<y%Z7;?aR)?TL{VQV=4VinZA5bUd)!v
zTt^9$GJplcAABty_x5!+_sY8WOfz=qMj6!Hu7X`?Eo>S`9c=Aadv}~R#ZpmB6coDY
zXaNAX`lQLle>!wrwVQNeAFIoBM!qkQHP-OqXSW2#Jt%1w%xhCwnbt;N?Fv(<NW1U7
zWBx_NFCJ<=UUNDf?C<|5mE0U}P`}h5zhodZRledwo(s|D!CR-pWs@jsZ=hHh*uuN|
z4dj6Jf_O^=mEw{1);&d+ZPk3jrt~5fSr<5-qni1dJus<^qiz*y<Mr2x^OhfkNr*J1
zjf#gOGF7U6wT^Np7+&iPTo)gEh^h!18^l-$S~NokR9H9kbGh2Qyl7WgSnp8s^l?%|
z9|8F1mStqp+b&<r9^*S)%8f0mr`pHUa&^ykD!a?v8p?Q#3rAvvrYrXw?&xOcVin+l
z=iD&!3zf<M`{6?03V)*lj-LlpShLO_AO$r`d)sNZQ$*$VIogLda_8XhBkAYf{pJMH
zo2iW>{8nZ9-+=aB=WcR3XB#%(bRNFQm({(fA#HAiS>}t+NV$iL#cEQ>p%J4KX{xfH
zG<*&7#}(?E`5wAxr+mQD2E|zS+LfK(shBA!>b9;)eBEV!>f#Nk1)W<FB08}2B&c03
zc~q8+h<l`!`)7l1nX3%y@`{a&m^v)R1<NgO^<Ja`+)B;<Acnr<iwu3IiB@!a_x^4V
z{V9NaXXVWYqU0gNjkngX31$7HDYBb=LPng10PMEk`1z^Za_~F}&0!_yUtb@_Ni6WK
zi8&<+jU?U~&5h`2E<1iHT%I6xGq!eXZDQAPpObvX{#+CL&68p)>F0~rc5_ejt0_Zq
zMDl=3MQP+^3#mw@@*ZX|+<Q>WJndp(@#WVJ@5c^gZi9L{osIATvbA@HPQTq6^4>aq
zSXyY6JAzd?Xzyz+R84%=%YJ|}*!Gms?Ru<`5sV!o7aW<goqOOW;)#T4Zv5+%f|6N8
z!9PJ=Nv!|3Vw?Z7Aoc%uk=Fl(*8C^(j*hkuzaQl~%Ul7?@U;9-P=`^UAsXkfyEMp(
z#w~@jDlhs(#@n7TXA!cVVGDfwH?HsDPVp0(OX_LIQ0`m%>gg5gaY9&$7r3*>4J;*8
z`rkr|FQWe!**^%2Ji2<Xk}x%|Xe;&c1L-)r23)X7zEOIt0PN#Gy=-nmh2m0<xu3Nh
zVIM^SPnW>6$eI36Xq#NfnhMmd!)J#-4xYpAOuZQ*&X0hbQ%E*hD}pqY;3z{Sf1rP#
zN4DE_F?U#wasse~E~OrRI=|NY8^ds*q7Cxmd;1otTV=R5g}`hIv@5%Epp(D6Qhb?0
zB^*sr=4mpuE)OhROEYb>QzMAx_B0Ff7t0U3`IYtq3!~n>lUHm%iaOht;8-4p@&l*)
z@*qq_t|uIS1D9;Os^L{VI(dJ8S4!1pZt+L<?>*~#f}tYQKR4M7LsS5K%aOm}=nYds
zYM2sG8)Px{u>5RDYG;aozu|WVl7#k0mm=n>z5)-9L1vPQpVL&a?8LE?ThpUnB5|~|
z{vXLlD5yX^mBH0FEzriPK7&?*7y$n=-rx2t1A-+)lLS=lTP5Kh{D<3LCoz9I0Wq-P
z^>08|r%`~o<}4Pq$-;Mve?HUF6Gu%%n7OLu+<ka-;9Y$~1difw<O{F;Rn=Tr6}|+c
z5>NO|>~iZpltF0AqOR}U;ob9<Aa}O#NhpvyP>>HX{AHmz5%+%f&cAYIVGPlzc6r>A
zi%iVvwDbqPuv~Akda!U9OV(RU24<0Y=VGyc<I#UR&&U=8xSq)DEde<^yuYH8YJAF1
zQN1VrcNnG<>e^+{Q4?}v65DE%icb1)A<{DMsh~((xICs#feXsnrQ>kZ<N5*&(HzUc
z&TYc-t?f3l)BigjitB2ionMJTB-adiWDwvIhFyGpcd9YSSe~VDnFkduc&hKgjEN|~
z!hh9#npPvHu^3Z-c_|EwOD)mu(Ly$e4r`E4D7kWwiw3Qukr~(Uao--Ky73udf%E>i
zNY986)kK6&tOG~(A8qQ#!zrD5Emo@k(h>xbxuz7YB_c^<NlOa67308TGIg|l9d;|K
z_Ws1XopS;_h`e^C0Mz{O9kMmJr$d^jdJEo<*)L)gfSgiI`p-n8{Mha+gbe@gzS*V{
zPViG4&iWdgUKOPttV5GLBrg+zJ_{A$qokt?UZ>bUS;pw~u=V;|<3H{|aOkJ--I|Ww
zJoHO>)mL1ks4w&y9hIGzg3T<-(z;=G=?o#N-<7h=7<Fy5bB=~lvBXi;PNRikRun7J
z88bl*ldqP8W~D^Fo~mb$x9&_2@x_;8rdhC*<rp=D5ZFKe@sX=pyDiv;jP->rUAka;
zzIPbO5uepQf;N-;5Jt>$`f3F{5s@1@A!3=?aFVyIZCERB(Kg2DsRX@Mf6=Ub=dK8y
z7U**>_te<^mT8hu&(Wn7>v29qqm(sk$1Ly?s)T~~G$&*}$j%uiS;REtn=WT?!9*B;
zKy&eg#f*Y`6~J>xh{)7O^Yn_u<lssgOP*XUqYACcC+#xn9A%}?dC*tVSQ3w<pc66~
z;I`mVy0BnVnWnV{SV9T>t7Nk3H%G${RGT=*U(E<mdw!M_?4Bz36)a%H(X(o7z+BVp
z$!}9~u2Ag1`Whitp+9*BR5!Zte?`*F)e4}sq0F02s!H)t=Is$uFi9dl?i={8gaow0
zFwU)%X27MBEMa+bL@o^k0I!|BfNvP8yx#Z9?GfaXkF;KkFC7H$XOrO8vakG2kinPa
zI5W(!fudBpY0#xabW1$xl<X7MK2r#?>7%W%QHK{3k$*x|CJH34b>NM7f~qVf0F#??
z<JjS^S}N0#g2y=?fUUr>ka1)HzRntysvL|2eBhDBN+^_-lJ)Zx+!p-;30Dy+Oqyf;
zR7*t}x8}lZUGg9DV7g<gx<-*(Cr;0!1MV+PLAqZd%$jE0P~Q{YJ36P@1R#?iAfI9*
zL<w|nISN;CgdwL;m&-AiCOm5r5s5V;SFJP={GieW|3ujH3kXRN0?h0D9f6U`AZ$_r
zo`|YDl^R{u@Au@ycyye!G-KWqn3jX|WqKWUDC@Z{vJg%qewcRCEW<unwu|@rTGAdk
z<MXqNGsDiE916A*@HsF@1i4;1&8*S6^j>_@(OZr8)-aJ$ZThV=FOyC2Pv<BJl&Xco
zb8gq1QykvBhtM@t!)qp+Tts6_pF-?4is*Cn>#%ymWoqoCgvRCZI5r}@!*cQcSs_oa
zxg<-DWD;5s+_K!<Wj)bjyC#bwXylMyUwxrH5VHk2StFX!Jywg+QPnVsnkKx}0AZVL
zz*-U#)(xpp4h`x$`1_uO1R7)<GJF5ylxefwR|q^qWgdtBx*X=ifjuLndG(zK)J7E`
zxv2+))$|`|?4k}DnFjyB{28|&Vsc7UiC<XvIfEP}9wiN?cU=t%pmcuyUOG2SF!R4>
zH-!vejxFS%=eISz+C@sLMv0(h1CXNqeiHcUfd6!^#iZOv3wT0}i;^y99_?Pic_p2V
z_5<HTNerD|1@;~r_<QlNkFBPYodplg_R%Gm@4&bTIVP~!z1%p^Emy`%613ZKvV8q5
zmEVtIoGUJGQR}c)l$pBtD!kXhj;d~DG~ZNnsY7)upsb@{+DUtJRIa-fNjO1QBX@cS
zSgx;BYGPaf0sr7`x)X+3S@J5p)CR8MFn9BsHFm{|V}=Pfr4@DdT_m4X7C817r@5zj
zl#~8T7HEq%{eP|b`~L-;QZ3pPx60-*@*{W=FHYlcRcq>j1rHVWLK8VTN4zJ#mrhLv
z0;{i@FaNDq`-@N}ONBI6<NZf(q>->QA0F5I#*tf=QrE;8gN$!9G;`(USHY`g({arD
zbSc-t9la=;S}km=ew!OHa4U($KY3k&lV|PiQ?_oTDVUqHH=WpjpK~;}@Da=S$?ItB
zmQwNS`zV<IKmYV!Ah;Xwe=5HGe_i_bzXPNoPZs}=JZf(diI4wTA@pz%K%N6!0f?5$
z3cZ^)K#of_pru0OiOkJsxG)&E&ENG+6)PEgLDcx>mXuw;D?F6reB?A$Ft6qB5!RO!
zEYV`|=#0M|R70UaRNmFa9{cTYYe-gvz5JpHmN4F;0s0i2{!5;D=`K&{ekHe2CqrXu
zXd<eLtzR&eI<fo@{(7yQ23FZl0rp&&(}&3&Xkhut0g{K8AhCuJhV;Wl`k_`f+_n0T
zEIvXMBq*`B!!E-di@Zz&-aw&PiywS1A$9HU^Z?#u-eq2TuU$O<vzpV0zxD}zh3Ia)
z#*5%g!IJ#=vLk4b9qe)3gkSb-E+Eqgj_DMBGXp`X4Iq^aqyaL*+q~(+rS%QtsrFDs
z9MZa~vu`y<`gK69x(dsz7tixW+WRu3PTl_=R~pD_p*Vh|!|5g5Q!-OgZ1JNudkj8c
zP^dmpZ*xAUmp0w2VEUug{3a%QSgPG$C5G#|R{|XByEWCGR!7>jz;S=-|35%^oCFeA
zGAWWxLJ}ww36j#z>LFSCvTD2po0sz{aCy8pcn;pbbOr9?rpMTKAW8HzDSObF(0Kbl
zu+nag+v@Ks{Ex)9$?AnK^OpN-XwR?QI@z5+MNr_j@y6?gk9545L^AJlTH0k`ri%h^
zasC!@HR-QT>QR=HR?~s&@}mb%GC+qcqo9*>8=QlJm;8ZVG<ZP6ZIw2IQTyfsL0R@M
zZ#rea0ni%K_XADwj+({v*#B_^C|<^q)|ZYZxZblwRKnZYHYjJ6kH2XRVx!^{)Sv36
z>Bax%*F_r7lIt!V+IZKXIa97*F|+3+9$!Q7w_YAB6bD}aQZ5%W>HL>3N%{Xs6gz1O
zk8+EJ{tOp$3i&$#B3nEEYpMGm3h4hn30aF|2;MGdN54Ock;veT`7;^9xlWm6d88t#
z_LDQ_rTl#UzxA=QLd5ziU%Rzzc(;F29r`S!(_VJ=r|J}4WVN`X0d8l#C(vnwgh}}^
zaine`9^Q}PW<bZm=u8hlAr_kCX)@1Hy1M011^dek^j#z7O4fc6PUou1rQYsKhNW1V
zc2aRCI1ODvzsaH)HQB#*?BF2^L|Wk7Nf2?5Et?PqE1f&Y|97qJs8q{h5%(rzLP{MR
z_i&>Sa2Ga|4sOunKC}6L6~>EwD9uut#ZBVnlUmsht@$~nx0`V=1@WnPPfmv%RvHvj
zy|yupMoK#Pf0+F!9(NPL{P3KfvFN0qqGByDN#_Zeh@1M2ZB@GCZCQ*I;<8dbXJi$#
zMDS)-a4m-N3r&o)x{to3=#IJ@S^mfyZxVH212WiZVv^72>XBG4^>6D~?zp|@*kObH
zWFF<L;?*r=q+xjdZY3!S3nliORR;TmKRAVAa#tC}h~!P&E8M-65XEwX-Bc+DrMi26
zX%#JGzap&jS_!uq!SmYig+&curZU+N&Xw6@L8|T5ApkR-P#dwpPhrBoo9aRi9WT9$
zrkYtBt)zOwbE6lgcLi{+TYTBAl=|H3$)a10j?uwkskU&wVZ`#uX8SUzwmx^5dARc<
z|7|RA9+C+)t0V90W_05>o%-V8ecapqq60?Xwve2h=5Wp-G94|EJcY=ArQ){CP@NLE
z&@=)$;V*6z{w&~;VC{eEHnqQ*40uL9Lq6xCwbh>$Y+iZ+hM})P==mLOq=VC>KgeES
z$U<$VSt#e}H%?hB&Sg^4y>d%W`$6M&crscP;8~8W4!wOvrR3B0@XaRJY?dNM=mlYK
zHFUceJ%2*{Hs~-LnUt(?oyq)H@%(nmK_!5A(9+>!^J!()lPa;F1s?JRs&sq@T|~Y9
zV0`u|UAxb-^Wn$1`K<hXH4Z)oyfp|GsO=}_-2Oz3wfMP$%vuWL#?FS{ce@<m(iW26
zN$>Lm#}@K+X5Qn-ZWNO?JuMCG>%cn|`*&=8ou$`5;=gU_6jo}<p+H^OM|D7PI1H<2
zF27Ov8?25!{qN*WD>i1w_ymLj+m77_Ft8}^v|&aK{{6;14MPvgbcTaYbpb}@t*%NE
zTd8X6dkU%{fI%6Q)?c2MErU32mLuq<AM?LyL~B{=g!P3g%fOrnE>lvX;DAp%UR!Tj
z$~^)f6D}6SiG_6v5Hc+_gx)cIysO15*IOLw%51PPvXK|ECa4nLPQO)mz$&Oq8~IIk
z67Y$O?SSH7HqfK;%<G_My<y)V$jn+rv5gN6E#Vd9yc9B;(Dp(KYEfcOp##7UOv6yd
z^T8Kg7#CjGkXurmg<At1Fa;>5ULlS+$@w#xQf7KP^JcrdcK-GYhMd(ude!sUvP*qU
zz1eL()|;G#i@-)}Ys}`<U9|v}+nSH|I*s^bfzCFJD_>iO$m*u6AW?PjGS}OyLC4dg
z5T&i&_UT=7mIXC~c+jz!`fkIBpsQwLAn9+x=7d}S(0!gbZHbwWc~wb5*NOp(5HnaQ
z#pQ%TCJ*(@@15|d#=Gd{$Rxk8O{|6b^%y~^cl^mTLWbnpxT^R%gNF0M{Ix+k-eQ_J
zlz3>y>33x5cXZisJ=j!HyZp_N<h8iT7MRHyoXjiv>)q;GnyZYpPg`o&_F5_RGtx3~
z{~L2}85P&pZhOXnKydd8AxH=wT!UMX!d-$TxI0vE2oAwLxLa_CgbMByZiQRnS_QX~
z|NEXkJ<jbO=icrfqxr~StSxJ^pS7O(n{%u2YnflVWA}!6Tu|LhGkmNU_De!Set?jD
zShQ4ZO>wiZTBuA(PWLRehU&!&bg7A;Gmf()W7FnBbXDH){i2`z0jO_&XqVyQPLd=W
zs9O(3lUprR{R3?JqtyBoFfCrww#ncZE@yuIM&0LB1XO`6rwECmU}-qnY_ydg%E{Zt
zjns4_*75Q%%zo|t&|ODcPd1fM@zA#WA@Upsh*3{QOoLBPU;mWzmzqeCf8qA<-bIl-
zjDlK8Rce5Iq(fZb5cQSM`zM7;K(WAsK&A9<*%WsC1n}-JqC{+Jq0u;O^~XQsSTzKm
zNA!dZf>-yf)y1u9>GN-R60u7u!4oOuOL(HvL>&oJ7p56+i=BxC%}6co=^n@Ry-L%s
zYW&?%nj>aJyVq9QCNZ)fi8kd~Av_x`Axqk)&x4CjQ)_GGnP>>_@%ngb8yKr^?OCs6
zlx(X79>XUN-*7Z_*bl6{c^~zc`INUruLO6@%OEmaf8>lDBB1Q1`jjorg$k}we^Am{
z<R*H(x$k?=Lfepn7!!_jrO`yyz*!5H3it%p8=LltdCJW2$Xb@6o@1*+{=Teo+9S~q
zMy}@FTzJZqZEs7Q=r-)j9V7Qcp6w6PiOIa)^WkYc&Kna0DElUP;s{H85}m#3)i4dM
z!`%7S2EU{tl!9mpYJyy@J>L6XS-YTOpkY4rS#<uaK``j!s=5Zd8kzId7rw}p_%F`-
zh4;ePru+0)ys0TQzOlsvIsdi_%-Q@l$O^oOpi(pR!TAr%fDuSge3V}SbOi9i_ZHC)
z2DK+eT^L!?FaQw-KL*}QlvQt2KzI9#mz!LCv|OZ7I7JcIu+Ca7Um4;V08ZE3wwv17
zG*-^h)q%jqV$wxK#ZF0#27hfQbC;ND967Szct;bK{4&RwLBz-AohGw7sHnkGZBFj>
zIaYTZi+445ug6R=1^|*pg$-CRVfN<0G8#&T#U7qWJ#^zek3pCG)wt(P?#1OP-^~ZI
z0G&U7^z|L@>Qd)H*HuJa%~30DSlfG|FVj5VPmzV3Fjt)o5LVMz@Cry3v>xf|akgfl
zU3BTWREsDkoh1l2=)s-d%vo?AW7;(~W|qFvY+S|#QR;P&pJlmbl(EpP$tpe%Fd{Lc
zd^mlHO%}oX1Iyy}y&TO<xzj;Ovt4#z>&b1N=(=%0K8NUmK`r@%XWj%K_&sn&#7qGU
z>tci-@cQEJzWqG8NDQvQq?#ibH!;Aa);??BOh0w;;+V863VWmtDeu-BE$+PY5-pXX
zf5|#alEmaH#9IvIuLQ7)Rz<WtDaam|r^PDkR6dCIAJ4?ARGO*T4CY(>=CbOVX745N
z>6>93DbJ4=0uXucBGnK;Cd3H4TtYc>X6S5*zlpqc2>w2^jN6l8{OUmV8H$_OaX&M>
zNiXRV9F`uEYZTUEh+_j5#IgUiC$-mRQM&IV$s2^`DrVE@V>9=O+T&dnrsOI|J$xl<
zvr!LEw3b2~A+feyM<VD>8c~+R05TtLsJfG<x;wy-#EF(R(;|8;(Adk)gbq;(*WCVz
zBu63ZnG9|eU=a$GrIuG5-wAgIu~&`#O&tfhOPZXti!t;Dkkl&d<UYcpWk^OUoAjJd
z=ZoUo2o*Dt!z(7Xvn*R{vEf^dtj50C=%1CjVf(=E4Q0Ed)$PlW@>e!)M`iO#_R|~(
z%UE(8G&^`&QB*6`&I=FyA4IX1?2#hlHidpsDwx}ah3i(gq-)uJ$X5frG1zV;=rh&|
zB5~QxJ!12|qJ<pbn-%)6K1VG1(RA~rwxgd>$L|ZhK=FmfQf`*1dU4E@U#dXGr+SdB
z2J9Q1C&nf3P-Gw13I87MiBIH?p*;gJIz-Cms(!DW(Cks08rC%=+%oQuPs3d7aN_M4
zwK~WfQX?gbcxGVWLt2(KQlTMiZ;(|WGw5KO6)%+2y4(PVHPS2<-0C-28br5YNF0y~
z4|+ds$xU8PdZj_?TH+?68A(@mw$GcOvJn507EfbiJv~`J%^m4_@jdbLW$rb7<v5=p
zvFn%5Qe0xkW~5@QK6l4AYMr3boaOv>AexkIKaDid@bpooF)wkmO@v62^^1$a9YX>0
zW+FS$FgidQs3;)j2`v_Bv)Nx<v42sR^>Y(>vppirMy~LFDUNHL1EObGbTgTVExzvf
z>)<3s!<sytqc>_ay+7;1v;zJpy{_6SIgh7AuML<$LRx_le=3e*^DtQUx#!1QoWTZa
z2wN+?i#uhf?$oJ*LDJ|zuTma6Y=3RUa`ZQNe(5xnbpc6{QbVsRk?`elrGi@FS1Ys5
z8f@qL*y!`&J|Vhhqi-FkUmNpHYpfH#{TuG&uk#!pNK<Gq4Hi(^D==yd)2(+}wz}*X
z;P7Dq$GJ<oi3McMNg8gQSq8Xz(l_jIk$s&d6dq&|9ptca_&k!{-ud&SrzjAoUdr+r
za=$Gz|B<cxK&PG|=1^!MY&}mp#2rJ7SO!?vlvBJsS-1{m8Iz%7opOY-2}g^^Tt)q%
z8DXVe>~`YqH3tk}!6fvf?<6ONDcO0(2D*`pExohES?}BH(n!~5FT0v<JNHlY@+ur+
z3*6qtOs;*>p`Gt;tUOM^1=mC(5kuFQVKW(TfPzXd7C|{$g!;86Eofv<7ozEslIN??
z&ZQ6Z|Cq__J9T?OS>>6zrK~5Qa<{Q17F-alEBlSA3iMcBtz9?d8Tqi>fQovNz1BDo
zI{WOp`LmNM$n#3w!9fGR($DINojZT@Bx<wuL;i$VGU|lCUbpJ~v^;iwl+ZjZL;C}K
zpLED;j&67n7bg2|cp}L65D*=A71=k;_MvnxDH&~M|Lx>!!_BiIG2=(;cBEnZ*^cco
zA9{Xf^=%h9{UFt;ygNRj2e+>r;7GfWBX@}c1qs#rV4(?<X52acqe3CG?Y&^V>}hO+
z@>*({$^~1X+E$G&%4+m_&^Yy?q3*_gQ}LU3MQc6F=&m*kQOKt)zqe@cDF%3BX%%xB
z1BZK0PB+J?hU24UR9|F&c-RYIZpa{amXTK)&#KD=;v*_ez06A=gDL`zT9LyNQ4V6Q
z6&`%kcyT;qwlX<zGkA$d*=mK-H>Fafk)Z`O^Jm=CzK$)*zPP@F@|I<g7dUACEh;vZ
ztTtrJbzRs1xhbP?^GIe#RK2y#{mwrXCC3|s5iXel9{Ixa?OXrl^?%0hxawb;H^`%-
zOSvqeWsGM6VUbjPYo8?c)xJi8S{8`8+cmwv<+jX!6sXotGupKKL%sq2l5c{nR=QlB
zyUM;V6ewfhdj*3?n(ecpe9H_y56+dqaN~P{PYF-*Viy(c6cT@ra*a$UVdSA3vA>ep
zB~gkqh%{CET=jWtJMmK_`74M7-b9u`v}eo|WoP2tQH<dlke2GFB+qwKTcq_?z)%XD
zed*QZrP?QGm4{tn7@mCpBbUB{nYG-gb(b4<S-&8~q<xkQz%mF;zOP2jPFXlLW2MA;
zA^ZYIRLXEmLu7?Lf?BEyPh9<$%W&qM5OuG)<y)tk<7FZb7|_{hvL;y6Rs0b1X()D=
z&gw2+xI=PJiIL=j5F*r#)D{7~HQw7u<H7TT-mWkHB%a->_xwF|Xwb{CHDmU=D8nmL
z5VEm*_;1`T;*J<ovF-%-a(|K_c&*d<O_*em>FG_)#U0wg?_Rgh1p9!97Z33pjtd6$
z!7j$p4FrNYmct#FuyDNgr;)tF#~Q3|{jAcj*V691UuiZ**z@1)VcQoD_CtqEw*s5e
zZ)wEhOa29o4eoQTM7oSwT*UNjbRzj)b0GE%i|dfI6b+}V;PLzX-zv=(^BTJr>&D<u
zTr#yd0vO?jXBrQ0c;3pNyZ>$7cO!zc9t@~mc+>v{wM{@a2qzi^Zkcrca&asfAdh}Z
zo`&-LLO_%dma@PK$Jl#k&$=o<k!UVG;MN3*cz9cGDA<qqMoKz`fGYSk1PV(__DmfW
z47^(2yBj{#yg6>7p$>RyX-wh&v!8VZZ|A9~v+x$3t;X(99F`zvl!ViZZM9SL{;SCD
z@}dwEGlj?xQtD_RaPCqu8G}KHmCYxc;ze^iKjC@TavQRNu|lP0&?9C~R?{u-l7%Q*
z$6?&$)_`*5(+|#w?|f(g(Qg$pQ=c6oZ5mCD1w-017?nQ}g70s;Ki1Gbe8H*_4%jbe
z_y>d{S&(CS3wmq%jY3i2n=W{3@!3$yGRe{qra=hS)K!$yu?8sJ2<DF3SA58uZKqKN
zUn!o|x;y;a>R&nsOLGS8L?uvWVo-sVi7cmh)T#L}^<s)|p@9lS4@*oeO>=G$o6lz2
zt5H9X;F;?G5EpQW<~_Q-dy$rExF0DB`pdiF;ga21)nxn}F`$#xM3G6=(oc!9r|y@w
z%XAf-h-J#yS>fP-z^)M}mXl;;en7vw9uGa|isEyqGj0TI(E>j2$lfR9#G`87?e+Nz
zH>nw+VaB^VAyc6hgJmyqGyzjjb7YD2>|Nlh;^L;_lFkDcy32N0`V7NfGIs2x2>2y;
zFVfSwqiqRodnDOxp^cax2}R3Gi4b=dk0e+#=t7W&K#FE*7Xc>V!gck$w55N!|Bs@n
z2dcRDk)8)Wk>6@femQOsYvv5#M;eardBA>4yUIUl+2!*57kCAax<yTVFz{7sg5Ftg
zzH=J+y602H^m~aHRSkc5b(ZcS7SXWPL<yzeFgFZqbL6t)lR?otr65HCJ1lO6vI@V#
zHEh5kOGK9qPg?oT7XqhB)xLI96X#&NoK7WC|DVEpw~bDx&X>q_28K0Si0~AD$BOJ-
z<>%s=8uhmR?a<e&w>rM#8iuX;H4?3-xRn7@FY7ZmrEac|5Qo2uT@Cu{1(gckW`>h)
z%OR^Qy**MsQrC!8R$ZX!ysLdErs~MW3yV7My~j*!EI1F6^0VI>6SIMP@RqW2S2CQn
zuwMaBTiqcvws~H2xDX!^2CBMj8yf@`5K79=UC(eNt>L6(fx2sDOD|$n$!RFe)81*?
zTq^&qY|@^%x=q8LV(6P$rBUI_JZKffM)m=$%RDF)?Nr}?+X~lsycZg!UEO=(7}ei+
z*}#VrpnQ1fBFuyIBj2w~R9ng5ece=g6)Xd_H$ONTF{v->I@>N5{|6Fth=kZxs@Ym6
z&TkhU7D?QI(~rAPg(yqdM`PHSUbsOcEMKfPNckaYFyKOm+2ESjf}NIQjnvA`;-_Gj
z)%vQ25?|Lj)CYMpWH8^ayQtCWw&N65McCAxFa6fACa<QPpjVsQ*=#X|TfIC3YiGDI
zI;TikvKtFlq;&qoCUnJQT-tSU*mXak3)#*Rsvr{!JmwjGtEh-p(RI?!odE4`SYM=1
zwMxsAGtRfp9x^@BD*y@EZVzy$oNXg%x7f4Wc{f)?N#`Ueuaf@_+`<kFXV4Eswbyug
zIE*FBrm~NPDW&hjh5uc{#BqThzFnc35i8}A7Aajms2smBY7nZmUAkJE^MOdx;EZgJ
z7xWB5?mF;)z-7D-D!bs)XyEV#B&coZg_JX|@i=kG62^N7wUrT+b`|s*En;~&N*wV)
z(J$f^KDw|FZ;#Vxgs<xs${3iJMg)JYp;!B2+0Eu{GOpaAb67?~^{rwL_6BsHt#-=O
zy?^jEmWF$2CW&{#s6EmPm)%l6`S2RscJ2#XN0quaoewS{S@@1u1^RUTT`mS89Txv+
zLKQ~Jl-H1@HBo4dY(eq?J_UT^y3~c3#H!aXahU|6vMXzO>itf*W&Z*~`3@@1c?BGG
z9<mxs3j8fn*r8_tNEIcw1&8V4{zrJn|CT1V$L=rjxgUuAOa8A+A^E?O>hb>zg%9aE
z_@hbur>K(u+^GL^QIh|An!tY@#`S+DM2+ab!*o~t%DLQB+>qPmAliY@qUUt~lTg7X
z@~B(v3ri>dCiq|a)}c1I+)>3p;BQ;~SVrX!1jCI=AVW6DB{2|rlH$4Tq3@LYk4RRW
zxu4=MvCKNuY#r?EwYxkm`?g#Yfb^!SmYb6Oy<(@205l-b-}UWT4u!E)D6QD&>%YHO
z10O(RTe0c@qr4X6PrN_QpFPEk_%~IB^z{5sa|MbWm}$xPM1cy2u0<kzWCYNuE#|*q
zlLb>v-3a&xjemV(-N@~xy$IWfpVM0B(l$Bsm3#6V_6uLxwg_|e+3@}bcIbcR5lJ<Q
z#+yut!?myh{Y#DWLh$>H9hNTh*-K)6q<xa>4pH}|++WrW{1MgX{pXzbRJ5VS<m5pP
zHxOO_kHQkyv=>JlDFQ<BC|F+%uEHO|#l_>e)_jKA=w`K*YILk`KggCb2v-#Xf=yKi
zNdcb2`kliyr`45?DNc&`A6Yc4I?}cYzRdn<O1Xd#&1(PASIfY1a~(kZtFKo6kw6RG
zJ-QpYT$c?~7kg@T^|WT*=8Hnc-=~Hu;{PW5;%}#giQ9t7|FLXlR)F7HNA>p6uZIq2
zp}J5e2P1DcJ|COVnuA|lJ{+QG`y`eo2uGuH0HyzN%6oMmy)S`o^#_#_d+%<9&}MRx
zjj!*qi<>L!OWRaul#?`+Zsj@=Wc%8cudUhKY<Ml0a<?;r#g;T4t+r%t-3B6E^4G!7
zpk|l!L*AcAW=d?Cb|^wO7>$BTt1XB3ICWm2Dn)5_tGs*?V+$4pt$dx1sI9SUB|4#P
zrI`{X^b_%}aSk=TcuzQzjTb7r^2aV3-k3EHtzF{Wq=mRb!;$J$vBYi)H@5Jd=?t>Y
z>|R=eO+RKZ6_-6SnU>)$fNnfqS}VFAe(<B1Fi5-j&*ad|=WR>=5G;E_iI2o_e>bpT
z$VrtNQl{L>oh@hiJ<vPy1gv1xXu0y&0?3k;2>f%a)$>e~uzlf3<&Td+lpmwOQyYFt
zpKr-e{P+nj*%6;m4U~Shl0U&(@!zhz3_qEOxXpQ&9jIc8u(cebgMv|FTo=0ehN>?l
z>Q~Df4UY$t6vv0xix;QQhI~G~q*ua`@yN7L{By9W8keCiF##$C8ofgPR!7OL;2@fb
z@1oopK?b5DRnnefG_}r)ik`nmre9?HX?joIDR8}fICM=p>#}0jPYoUl;H>up1%c21
zvxVyKJ?k~`{>CzQO*2?%81(U)5CV*|VSJMi{ad7%@0gZYB=yK*J{qgYBW-0)wJ6Vt
zR)^U&ogz~j%oK|-p(hrO58-cQ=~hs-dmrLbS1oCJEybGI{m)#OtmYi(XH-~I!SNHU
z5l-hL+@4;aCM$bo*1zuNR&&)hD>-@=+&3=7KKm)PlWdoo$My?*C;TN?AqS)!xkF{#
z#(#DYT)_D5_UpU)Kia&jKAZ|o;?$Rboo*b!I2+9$Ln?||gydZUKT8ZT98Op3MjidW
ze|$VV7nGdk_HHT`gS0Yxn#ABDJ+1RZ15^jv#b<`AccQRT1ud{eOjA_@Z3Cz2>#-PW
zoVC#7@5&C<&%VB>I~k^(d)^@<;83>d12;a=qVs5P%V<GrTCF3)u(zb0P?an9H-uN6
z025}Ie$`HX1Gt>~jl}K3XYHBdd;C8$b*|QH`5U!v<}rs{3ZLBQ#OXGYCHsenZ=VOx
z<?8xv=L~>XfIC&z3Ophit?kPz*Cm}NSS}@s*H#oF+J<2tZ){O_kzV8ffa23gs3%e4
z_6p9t={~WGl%;N`Of$<_DZh3qnRZ+>dT^6E@n>dEZ4LPwkOf4Wsj>Q(zAX3uOke)5
zwd8+GrvC2?lNpbe={w<Z2$a<((f+sa%=U+!{mBPaj40JqyNl{B*ZA@a;^8chG$MO*
zCslC&gPMkp=ROHV`c8P69CkKfI4cP}vxj|{I083!Jw>G$8u+4I0ad!9r8ZIe%V_t+
z0Ck;10il!MV3Nlj48YIU8+|zhrRo^Rhf^tLIZs0WE|E`?{)p)Uk=R84@It`J>X?58
ziv4%4<^MWR?Ek~1$JleflgG~ixL<Of|H&~&vMgx5UAcIw7Lni~K`=D_MHJber&E#&
z^S`V-rrvmt%`qU;l7fR={Vyc>Z4xz2mAp3s?X)iXJZV4TQs6z0u-^HP+P8PX-Rl6!
zX9UAhsrqVl(qk))&`j6gnZ}ZTUwKrZqkY`y8wOvROGzQb6y+W?R1MPr6w><End1E^
zncpwJ_fGS@UgSr8N6+wzMim9Cy4$LvJk^FLr$>9t!gZukEB#DAX*xl-?^;%S&^!yv
z&65B>^5<s>4*oYPzN^}yM%rBT%dwGs?OcDa@@~A_it;=AMX-tNX_fT-fQI(5Ndd>h
zlqw)2GQ9Lh_CL5n%G}Gkt=uQSq|9eekLYb?3oID=O!|ELcS1PxJL5vkRm;Tw+?**T
zmoX7+k>`8VA$BJf&3FFQmN1uRSg*>Sqseau-ztHGL;pM(#Y;QJ{zw6QR=Yf%B=`yt
zLUyIxW5A}|H5B@fYZy%+$%-tI?+3)@>h(bNL5u>s_ly;@p7qe5Tky(?K|nuB;(lSD
zecOLpyNUBfDvCK15=8R&pqw8~5uU1?|B8EDyLztFc$ypY&uK{>8i8#}UCN)#0W3a_
z(|%5IUchfV-#|5!rCGs`S|dRbOmfVt3$~5?dvd0G$Q2mXWsmB&L<;*w%D8nW8HPPO
z34C0VT%$h_4W26_m5q9Vw!W|>?s}<h_52XhA{S9dpNqL`Uo;I1%y|;BZ+Ri5g(xJ~
zETeWH>bQSA+v$Q%>{q&ssoWJwv5r?bvt2e*1ZwQo4QJ9}|FcWiVyyae?6CO)q&*@w
z|Ld7%`n)xWi1`_5LMQ7g3E+26e6#hUyZ&-~6wbDtj0F(oU|M9P^CA$d!~b!#IUIp&
zT&^5|y0#6+HZsNjXJV%wgZR__j@tI?zd~k;iMqf06Q+w9*#d_xe)aE3162P!UOYt!
z$_&?cdbp&7kxH4@8L5;=T;dTrxxB*HH4@xMqM{)6>~ht2Q8<5!)O>={7i9*c*+ZV$
zw{JCW*fP4Ge*S>M^4^O4^{3;D3kg^5K-53;1y<*m9(bo(8Fw1>%{dI&*Cu{BoRD8A
zW<~wy^!zaL^=UUL-fZKBV-xVnzI*$J$Eh@z%SK%i`g4>W2FU^5gH}2E8NMHchHA*^
zM3#tCtY+hXf9>MG@lpkb-fZs7EMA&Qh2oM@er&TAFfuZV<hQ2`!4{<e8nl|Mbl9|A
z^u6sXaw+`TciDyY&VI&JXS>w7_B{R9?}cn@ANeVfiv#4Q4a)jHJKt|-3SIkpx3k99
zy5-~zchJpaS4krCg0Qdyi?+PzNPmeJpTfIxEl2s_r?;s)Gc5BdPdCgg*EUJA-z`ti
z$Sv*4WO|Fxe`v!sXmJ@AMKLlkh~i$UQbqX^6ItL#Zf1mrLsn>Hzf_CPpq#Z_vzGtm
zVnNSNMn$FC&q%`@jI%$pTBl6>W3K`8P~?ewbO#`G0OR;UQzQ(U2#!)t8<8nUcq5k#
zjqga#Q?Qid%``46{YgP#)Z>1aM4`ZKFst)s$9I=G=oeN{4CqUiWf^04B}xqR_;UKT
zy~H_L`}M=R-!mzOj}N6NvyDC-C*cyGM(;_T&O}!Mq#=P651~{Kx2-4W)6=%c&(4A1
z_7)@yv!|VWFvu=aqC9dlHCXvG<qW)Q6imdEjs-w?i}2X%SFJRf*CGr;upw13cFVIS
zr-2PGU)H{Tr52jY=u5y95l!k`LW`VH`jz4xY8;9xVT|f$-v{g@Ts7|QYU+?PM?kcB
zjN?EUpY~lLx$=5Cig!OJxBLg;gC3l2+4oM7>RA&l@5tv#`>vla=*!ZzVq12#zE9|u
zT#iN`k}bq0B$zYLHT-syagP!6@Zc-2ZI2QnNjAK7)_40g&E!E^dOz~jx5)D$I{BON
zO|5-w4GWdY8eUlRQRP!%^qI?}Ia}uG(~sg_#_CmPK)biU1~LkY)luME$5&WgfIc`G
z$wf0^CPE;uM>Cq>lE4bFDLZK3FHV%hB{OvVhSXyz@A=ogV5N?ZKK-0|yI=l4l!2aY
zZeq}KIo_PR>WH<n%Hf>iItMdL@`FvfzM?O5%os~DAN;F2QOs|=9Xu8=paf2v6vko?
zMnYk$N8!gf(JE>rgoPkeAKjIW2vEog0b5XvGK1OCa`4r%-_vZ+B_75p4ynQqTSv93
zE*&j{vKQ5E`{>`y8$b9N?~(_P0D*iZr{h*cvfLXVHqo*o`Mh8IokZ*(Ln|}+9KZLZ
zEI2VUeUj~f+DT$l_#fZ*GtU12QWb4&%JqOhiWy&NUzd36Xn3Y_B+rw#3P3WSQgw5>
z+8jW~P(QS-ic3nlN|a!bFZ*sQmh0zYgclW)?JhB(KSj;oDbibEMF8$^SKB>ys;+kB
z?i(sFUcBh7vRsZ_IBFw#iiX9r<&{U^qkimINXZu)>b}(;U2i?%g3Dzwr2UiOHF<V}
zZ^=?9EuB?01~Jp|D7W%zqtOR&MMPz9rqN26ZE$*2L7Fs1xg$Z9TJY@1ZF|K5>DRi(
z)!F4?#^qKNp5!lG>aOBM_>l}hrkNN^D}{2665R7+y(bDDX_>R|8cs6|+ek-I=S{*2
zqbQEI_SyDbmZ&q;Z~PBr6n1?PQKTNQr#o)T+NL8V^#$;kFS`H|s-bx@RfbI`jg5Pu
zz=~3o81J7sG^EF&cd_RSI>%a9&#hYH{RA=JSt3iEGkw`-d^?Z@SE14iE)niu>sE+n
z4q?(VB`3Z<5w7JM_d05Man&USb0lu$Ya?XG`*5^*(sZAdwL@&;qhyQvH1ypE&g=W9
zsC$roNFj~2eW9N(Q-A-P=a?8hxe{m^Imd^}9bWLx2Lyh$ADqqS_+F^J(=wiN|CbS)
zxQWT*010t+pKDoYLW8~8C`Zc-O`gMx8GyF+kS!UWZ^(Y3%(}-iYq|HOfQ{Ft`z(C#
zaQ1Qp!RN?j1lqECC<X0r$;r6+#TaCZpjr2uKnYI!kQHS1qF;^g$EMy!m0pmrQHPC>
z>PoeVB`p^hCODdCt&@qW5!`0lIe&Bj0)@51I)VcSM-Bqx8{z@#n)B=r?VhuBmb~Bd
zOpgcmK~dFX4$#RY6BdC0VP_-o{ew>kz{s2IvQ`yJu*X=49V6a^Qmyyar2dH?O|ER3
zgNViQx-J2*K#x$nLb}4hgI#)=3zPQaAFmOUo9;h(TPkHve7tfMrpVB@r>k1F&dkUT
zL8aVN4yga@pEFU4JCPq(9YW|XcLT>_*_R|gpKW3FEvmhE;k<}@dWMtJ_S9^7BLDMY
z8myWQao%X@CKG)#av06C;dp|6``O4Fcf2{`o)@Yjpj7&xt7@#SyksU#Id`8~>3E!9
zTKmMi(~n4R`yLO>x!|{O+faUB%)`0-K;h;KH*2Riq4#83Zmn_&I?7M4qZFPOSt!mf
zuZ612GZEU(cfq@Yr&K!;GuFQc<^!*<C5M_!=mT_($FQ}`o9|*f&p`((W579NQ0hT}
z$1c)$=bU_d)oVjoHn%2mM>DO{#P;(Q;)ZpH=IImDSbWVd%GBDWTP$D&z_vIfyibxw
z?mk#lTL0VgH`B97+M>-nSuiQRovIn%JBV(*XP=b+2i*bX(v!4F{##46s<Fc;^JfLg
zMjn+w-k#k~I8jIxA6hyO{0ok#2N?OOm&hTPLpF<?>seqM&vrH=YtmqAp=ov}=zYaV
z>=yj%R}AKx6|JV7_3T`QWZ8>;IZA#XQozIA(}M~%idQJOyE(qgH&7R~x4WO-Q2mIZ
zX6gC5sZeuyH|+%)IuuUq4aKmw-9|}Z?fIqvsx(R;7#uwAvu5Mw3y^!*@W1tt7sUVo
z0IswZKeL7aHOF-z=qF%Yjr!zeJ?m%U<A{e=rA9hG=roDrvGL>`nv3d#qHNo9Ev%GE
zL1wM82RG{Z=)}8@?kEY+c7wCaLouN~?}l^+QPv|-04Sqaz&|te-SN>D#IgFv{iN^7
z>a0v0e&*Na^eyAv<*KM=7HIj4N*UOj#vO<^NoR=fN=K0qgh<$iGrr2RYtC_AJtM(i
zkxlS^d1Icx#bFYEwtO>;ibD!fA;s$~kWoXP8ev#YlrJlIHajjVvv^ImvslpT$2Lek
zSC5+d;F+tLJHMEu)FJX4zE0;NCqQ9<mQnW5r>h&3QD6^!KX2JL5iLR@Vebn>k#oF7
z^fOV|Y=VLDbs8w|t8(FEBEl<)Tx(xDR|Q-s1jruKM2lf=zy@$OUs<2*UkF4FiZFb*
zVR^NV*4tP&exqsoP*d)5V0bO0L|Gwc`Sc!Uzas*F1vQ8Yi3Vx8MlCz-XFf+q?*;=v
zVNv@Kvg|2d^G}#|nTu!-3r@IbUk4lycj|B#=SUh#t?~~A0<@A3q@)U#v|AebNesTe
zU~Q8%m<;{%O69NG-3rSTLTN8Fv}<#&E`zUvwG79Cb+o!2Epu03N0J(z{HMgA@T_Eg
zR0Xqq?4*jl+mZWYUrOHFS512M23Wo^Wl2LgX$k?sMu=Np*@Mjdvzli6A%62oh#LBH
z9GM5f`!6G`fo@^6Oos=)_E{&D(y)EY@B4GKaSy{EuS2DF?r}x#?~7GE9mhjlf8Tua
z$A**Z{uvl2({F<RHfh1jxI47|?je6slq>=Iw&n~<q^)1}L?w+GOFW|`+Z<F+_=gM@
z+%9`*Hbb9}cKP$iHd<-(KileN^$?kRH!eF;Y7D}|zBW<8078K?ZKy*?YCW2il+66k
z$#-OLB<<i6{x?BP+Jp2`B|`?%KJl01^yuW38oUE<t6GScTEV4X)?PDBMd_v~x*U=R
zzpZQ|CMmsmUUm_5|A8Kz*-W%z57l~PGQrE}u=as-AmU~&{40T1d(kVZr&SNr_PBWs
zz@)^^v$M0_FaCkY>FM_F3tNpfcY7mow4uh03#+hgoQPlJm7OK5N@-tHd+nsmj9-^e
zYkorpr7kL>i1}7=B^BFx9LO%ZFRzTXDj3ZwYpylbKl97<xnTSNBD>=A3c2J=vN2GN
zO$w;|@VJ|M_|--|zY+bLYhJDQ9=t99Cx2}6Ai~ntm?qMvmhdH=Nt#=uGlui_bsS{2
z=yb3P&7gFV(nPRd9e-k(l8E09&!;vFa_KTiM|_hB`r%iR<RNi&`QF1N!JAv!mt6S3
zJ$sqO8;f@FHXq2Co{@M}%|j8y(k=#W;PAmdfAN?UpS4A9l;HHLHp<{G#toU3X6R1E
zj!Jvv@pLV`q)#8_dbCLPIO&nEEfp&>*H)IUd=<Msx2nK>mgHPG6H)%HF}%y}8bK%L
zl(M)70e$fc8>6dzyH0RR>YOff>o7ab&7!73d-`;(2xCmR2#)y}Z>_p)U+*x0wfOSp
zLh<?DxEdR@#qiD8SF5sVeq~Vh{lU~z{vT$3WBRI3IUklhy<#JmnLLooggV?+rzj7J
z(>*5FgCSGLQYC2RE7g#fPCE|1A2vO1QJ>{3?403N9g+07wrfnp>2Vsl+Ov0pZ+sbM
zVI?f#RJ^%`umBFl=w#(5xCg~!ZctL}DXR~0G0GM!-8Sgt8;7y)pY7h5GnP&UH0%`P
z9iv{84XWsM0TXrKJ4<Vj3wbbpoK|EOWvlAun3Cx2aTqKYJgLhz$dyt33LG4?7m=lL
zhhNKiWqt6Czx_Db2RL7meJmhlzO0#eVyE4yNwiEwlJks7^><R|N><G@fBaW|Bk9iq
z+76G{;Ac9_H?U-{Z?XPw0&ywvORe#1>#p`T3#6d|awPjbD)a7dkLNQ;Tx1S4-X`rT
zjfr)4Yo8&kkmcaHpqm+T;Z0|?FtckLpPnLg0*9c%c5XN;^b$hkO(}kLWY}z5irzO#
zh>jCb@Rm>Jr8UJDKGrfsfWp*K5;Mw~;m()uycW#)^h$zb*Q}mS-OSbarW-CV__~7i
zL#GyHC%+U%%My^|el;psE>Fj+7|{votnzsDFn5EeX~x!lb3&lOK2Ah8^KrXa-v3^#
z>Ed7|&)S%mdH9x%+Q3n?<NAaE?mqhJXXusm$7GQfR8!|}FG)0aumnMN-}F<z@DfC&
z_=it8*Ts)$`I%6XFWbdO6W;K>)V}gQ*6e%>lUjNE@P#^$O-393(zH^5XRm(f9Ybq9
z;V+%&3$2C2(j1il(>-6EZt7?5Ff4$^?;pef@ot=mb542)Fi}9p1suNqWTWZ<Batpt
z!+1<BW|0sV-yeGCp1bbA`sx-_q9>Sl4|`s<TFB8%REco2tcy;aWgqP!hyD5*WoJBH
z(!mBGiA7lknbbicPb`p`<}okX?785%DHb<QY{!@3q|8h2U%@D$ic?y-JpFjB8-Pr?
zoybO!`n5K;Rp3SVX54ZQhC2uP=I2}6g0X3}r23YoI~*Rxq>=mGA^QkQ!%cvw@_j^1
z^b)<qoG+_U4?qGU;`@DDW~)g#ycl-cL)jiVrLRueKe_OV>U&@dzm<5jg`ESny_Q89
z(Y{8O%9VgqA|XLQ-JRsC+4WGA&v(byJ(<^Lhkn|&8l?CD|JV^f?Yh?I1q^!-f!~vd
zO?4yUGg%)D&Sq!FCzT4+4F*w|Kyf8z5NyP2J<1ys78|<yY>9!%gUap5iM(_5jcwCA
zXXUjnNQ8rsGw&-@tdP!@j<*q04Q2Z?uI+12QEA_A5~(WG++Ap8oZ(dJqb{7N;RG+L
z-uO?AEFbT$d_4V??3K|M)%hqHez1Kcn$C`nhZh~60bgjYLuqxhgTUHpg6}1m0K73$
z##f|NE*eN@$T-Udn)*(>zy}a3E#2Xr%j3%-ZvvDRxE7j?ztf6p_x|{K)Lup+AH-V2
z(^hi87y*mk&X!zGesJ_#;h-HYe5Z{3f8}owJdOUgrtP@2OL|!VP~9XoHDMuqS|m-Y
zkMb<_feFbl+X=V7;;<=}&tsIiOm<D8AdMJr*D%!a#3WOg;<g?td>4Uq_<V_cO*qT1
z;vSaNzp^qOqIu7~-9M$nGO2&cb?Tj%o9@eyUwSu|E5Y=BCqMlm1@(2&4lJ2o^Fil2
zyw2fea0rMkC5GXCMMAL!$Sw8ZgEAt}v-WVMpu)lK?r2HyA~sxn9xk7=T3T~ApXL?R
zN5ff6A#V$=;X4z(<t35?O5t@ZBlt`Ag>;19GK--+t6^jm{G#mcvkKP_(L`8XiEAG+
zIA}_Kx9ixL?8h;Ay!O04Xjg6v9bII|lN048vxDZ62^%JH$!kx02P%Dk(yQggRnW(%
zA=VcHx<~cy^g$tmJrJSsvdo<MK7Hc)=;bRf9JSzIDu~<Pm($u;Lzp%mYrNMdla^Gy
z(xqqQS$scjvBJ*rv>)JAF3u(GM(y7*Zlj;n?AK1bmKSi|uF@$E49_TleOwU4S>4G}
zygmDJ%t-a+Il7mbx1`1<`oZlL!Sx!Tb0YIsC+I-_K>L`nq2uhOpZ?BuW)dr61lS#$
zm!uF70k}W0ZfD^vKy<!!3ALOffzW)8Igp(M0}IzPD*6_a65aDDSL}rI0nZ~`Q)Pg<
zKolcaUoNg5o!hOb+glK9sWEL)vXJig<Vg=qQ$X-U{w$v$IMhWzg`_D9GSf6Ol4TW7
zuA1Ins5!G_M(yp{!bW?UsYK-2%vZbRjnM6Q_|&H<V;d}R8Q-aTr|!5a!|cPkH2i~#
zB28eqF9|~?8|@kG#7V}lH?<K!HO<ewNx2QkuVPTp9F|kOvJJ}iJB2mDvKB60`%(nK
ztw$0{asd%%A#nPixjm@aSbS1$Q4<f;!cJT1+EUU|-O4B&M-7PL@o?odmej||B{g?m
zOm434m<1Nk$G<#5JXu@lCjk#cI5Z)VlDPG+c}%gzOI+`*@HTi!KT3G5CuX-t+-N<3
z`GwgpVb#T>0dVz~CHE|h!;`%gBi9?-UIUCS&wvx)?hJ;>w&AM1o8@?bnV#RujaR(e
z1-+;3NODQ;J@#^J(ZNLOygE?56Ch)(B}2gS=A7hEzs#EI=lGInm+k@IsA_~tBPf`0
z_-=eoYyJ8@GkS~QD@axm;VlWvB}EjW@Li2&oBV{WIDK&M2xpaxo@dv3oNKUV$+f~H
z`YljmA!!#ve<RlVJu^BWac7aPui0P%*6m8jGzVKG0?h2Kj8Ur6ZoXBlC12BS#-d{&
zhX@r^#2Jsz5A84L4G-gpAk6%oKOL$mg6;+ZCs(1=4tJ>^?AuQ;1_mh=Wq9r2k5~N8
zjGz=sIMx(RY$}8M|IXV}xYVd*lq?*Xe-h^eR1QktKUyImK%>A3sKwzK>+A;no3z_#
z?qjxc#iSgm#?MPLNSiyB`*1g2Z_P^-dA(0j_rq4ifT_&3B}wd-+eW0R`|wAB11-~m
zXhlP}>q3eG096r#VLEG})mviTJo`Ysb&Qt#`2^^@GbAgTVaD+IM5FtwJ#-=E?xu0%
z`6~vcj4@HdH;-M^&r1Xg;@wBo{Z^ylq)X@feo@C^&k=f50K~p8@p?({vzI1|pN72r
z@GXX^VJU`Lkqa<qA=xQbz$c#>Ky+V19H}+4AXM7Deu2m4+9(Md6YhoibI6jR*qmYY
zvK94}Qr1PH*;@J)#kE*3@Pv=|jrR7aY2Q0#K?73043khC<eM>zX$f1y&;LigTmnP3
zQk3_+2a}WxrSfzO`0}^~npsta!>o8vz8x*JmcZaU(b1%rY05~&6})5zQB2U4*I(3W
zS&@{JLyx8sv>Lj|a<S8t(g<>meqUTr7+CWh=imuQW5>m{{JZRxYjw$^^-RU8wbbdD
zsq`)TRJ7Jxc#*uobA^>>CRL15a+P^<`oH23w??}Ml&M1Ui7=`;z2uJVF8m`|lIe+2
zxil8fH*KTr+X7}mg&LsLa%(kB_-D%K7BYEFY5Uq_erk+oQeav;xXbos6Ky^EmYXXD
zr<lF7f}o)jW`TJ@iyP~G`Q=$}a8bHZ&eamT9+T)NR<dW}sP3_7z;vEUZ~)GVEi%e0
zCL18YT~qZkllqMKK+*yj+|pU>-9*>LQ4#=3j1h%Lny=b(h`fUth#bF5vOR8iKvG}r
z4F(mh_-^&AH+r3W@|69H(KpIwuR3!9;ww(LbKp{qKEv=K!04hYWSrfBueY`!(D3sc
zaq*s5p_ji>7JQ~PqQ@h8G~Q1%+Sg_=P<@w)rhclhy+tzLXg7yRcBC#1xa}n4<=O*>
zFfk1{_E-hS#IS|L@D=^)BV}X!-MdB`dY&+K))(nssdXu69&1WSPG*wd)@H6NC!h1}
z+munK-I15GLM_l`{dtf2n1kno^##rkbTX4&WV5^MWz{8J%l3}l2IWGTpyG<ip5bfB
za~_e;cV_2#S=)xeK@om=MJdj#!7(+RNwLqjeRTR<^Iy|+63}F0W!-RvES|U3p^w*;
zD>5$ce+qE5fzi(nQe|qlVhaIiANY)T>Gs^G+oLVs?|H>4^)`GB5k%pYelMGkVTejw
z`yh*Xb7&I;7W6|gxGdQ3Iy;|ayWwcfYvtX6eH$6GRBXfEzBi`{K^zeYPsH0m_^;Yx
za_lU3JB4qdI3ry$m$ttZM?Y@(0(Q*J$#1|ou};0vTW35{S7Lltc>P&Q>cY!E8!Ty4
z&i<I7%`LNiNP9xOu1_RLZEtMNW0fst^_If!^ftFA)r`$GKQoL*VysyY3RwTM1);>}
zf^Q`)oR7`!rt_}mp&aHFb{ncjCR{Q-3zErMU<6mCsV%6t36VtHw~@0g(dWG)o3tI|
z*zWh?3zfU}P#d;%E%bCAhzwqw%_y2_f5MhJxYF<hCY&59QFJSp^A)On*`?Zk@Ld_y
zf-^Wz9$h;1B<)?Ps*X-crS8#qT@kgV?_EQM7xS?ihs?+LI6-pq@ZF{s^g>MXNQXo+
z9QB823SRUCdgXCjgl*{~nmp<Yr4OpX9->rjP0>xN?i=6ZnBFCm#|<sDo`=z_kL8LZ
z7SM#fE+=|xqNzlIAaGDP$;XLc5|fNutt58?<wOjNC(OheIk2kiuqY~CF~l&6mn7p&
zI;~9f>T0(SRpg@Ews6zVcZCZ}%WP*>0W`N6|L(Ee?HyR`jfRGs@NIl~<A5Ec_q|)x
zSEtIW4B&Rp_YUQTi-ef_O`*!=BWnW^eLfV45bQ}R!iQE5V8u$<agvKg(yFn_Rj$DE
zl!>eDCUq3d<cm&Juo5B77@I84s8w|7>)~&;F^An@)U>YPJ-POxolWy^`GfIQeWP~<
zfq<BUuDGufeY{ho6rji715K+-jD>5Xz3zjZ>}6TLz_9~9eNxZ<vdX&Se$no=qqfV2
zOU$bhWB3{#&~q-78qjhfzP43xT>p$;Mx!=Jh9dhH|GhL(n7mVi2{-_J9wsiHHLoBh
z)D((Iw3jC%6EEHtS^RncXL~Pt;*uab`g>&_Q{pDf(M>3+lcN*DKcB!f<U+v-j0rJA
z-~W2l%QlnHCemP;cW;X}$4WLQ_vD36@-t4(9(ChnQp8mU6HfeiZoX)sPw2C;&?%==
zs_6y-#<wbuO-?@{sJ1Q#YdLSwLi6Np8(kQa$(hh~Z{Y`SF1vy~p86k7=Y^7-GV}%2
z6^>bH(}QIs_rweGo!y6kiP*&1UA2*EKM2WpVqTyLVoa~t2!}!Kq%~T$=8g7%OZg4T
zexvUzcei4JUZ{%~GUrWZOdr|WNP)EAF0D<p)4N9#TLKmnQeGVc&(0a;wu<Gy9~CQb
zzAlc;P(OvTemko0#me|Gha1N!`*8pM>I|HF7bNG^-p<<ofj2P$n6mh}AD&afoGA#^
zLaKpRC}iK(jR0+sSBi!Bm6_3!WLdgYXsH|eJHX#9Qnb>Wy`0J+2Es`-QZZd-(WUC{
zQ*>m&lEGE=#1Q4x-z~6dZoSFR9jBl0#P2RA_c0F>@*xy?r&rV@ieiws?LA<M*^-Mz
zf3bY#Q{|QS<Wp`neYsfI7X6T03))VQ!#>O}#{UhsGETa@G=^@D9rfK6ETJ~ArRG^q
zb<U%R`?C^Ohe5T>*fEu#Ka0f`31oAj2{9r+TkSjj7Z;Ji%%u~--egO10fAN*%O`nO
z^%aKAm@h={WKqyVUDtk7;_YqpD|uyjuI1T%@b~A=lkN91*GV0M#rD_NorPQ=v#JE`
z_lyVhtGJZoX|y+GignkuoHqN{M_F4{(O8|}oDKHBvOa)u<ha40cO+|pEY26Q^2C4_
z0r0>JoUZn|8&@jksro8D3LHOYlB5HKD$ex$9Ggl^G~ofs6YqKh_on+d#hQ1juHq;t
z@n5hefY;aeRI@iQaLwlt+Y3KBPY76f7a*T7GHJ2>iERD{yYCyGPA{1XCGc`=*GDis
z^t_YvM`^5u>YWzrnCQq>OBDUw42%6@fs9f-FkL@gw!fi2O!YC-7j~kui{HPM&}NvY
zxQVx}o|AdiC&XaTi@%EGSEQ9798@VkRdI(0y*LJS!ZjiwLhvT*(2mOu^3i@bquI+4
zLUrHi3+CRkf!AVzses?s&VCHMnak~tF4h8<ZM--{OgM38rj=T!0yp<9x^G24VUW4q
zm9dFJM0alPTb=c6xZVO18PdUG^yo9^J{MK|qgtEO!zFaF&{i$mvs~_#UA$_aCr>C>
z3XW*SpV+;!61*N9XUXC3q_mB<;GXpJZ1*E)%@^)~SAL0%7PCy6`U2nU({oV_!klE{
z6)4%&IbQR&bZL_NUKmRs0a0qj?hT0<3$}mrI+>d7mt{8Vr)ty$D|XSGXjwmgfmahJ
zg72nkkk46E><XpF{T#!2OkuyQf}dXp%V{g-l#lAuSM@ZfdPFEFXy=S{u<SLCz3?>o
zi5mFzy5O0<^^2#jMW0V2Zyw{hnw2|#ddvd+o5e9jT+`?O;lJ|4RP+vvEd2AV>Dqtj
z1iX5b|N1BYE8NfCH=&(_gg)yS@t&40ukRV1p(@~-?-IvnIPA-R$2YovTtCS5e-`Cq
zyJ*<?etP_gW;vhi?(+X&Q~HMv`F{@;{%?>7NO0MTyR*elK*Zxp5q=OK5y@YK)DMME
z240M=r7{4xw^Xdt_)M6WGw+!0S7<>}pJc;08ZY3x%dI1_EvF|Z-LxR@N3eE;0Bgsm
zcn(O7Fs$u@DWnjaXUl~$P!)AGil1#YcsqLnvQ&~$0?%Rj^wv|=!-F)-=Kz@--caEF
zF@U4dQR&Lnuf^c9PT_dD4dO64v>(MUxq*$87iI180lwEt6}u~dwu%?@qrwPMKamT3
z18o|s!6#3ijFn^-sl6GJ&uuumU`!w*e1?Y74S|eazrZJsK*<zv<y;2pT}6~tNj4TU
zw%y%_&ZZ~Y4%ud8_qZ<OqJL*?z81F`ob~sF4e@T_#|bhgHaw2kVYy%7)o!staf2-f
z#>Yc<=4gqLBZ^YJKi^L`W0sq`gkOOa91&IaeMZz?gkS}QsOCepkq&)dmKG(2B-UR4
zr#D_JW&m>|^KA6lYR7ke&ihnNXE>mqdxU4-V#9XG{yh%cJ@hjs^|y~hyB@5~9-Je>
z?yrgOw-w3_8kbWRJVXoj7Zazl;9GqZDo$`dLtj(Y(z3EB<*?sWsMxme-ITDG)2^ru
zeSMM3Zq7}lP>ptVzsok;!Xkl&TW8k+)Z!oj?hCl=RCf>?6kUmGe-Y=-p0AosAq@%+
z?uIl%mrpzHVfc&J3k%1;l8q>wWo2>CSB)N`?~nl+Un3MEn<b}kkq4T(Z+m(TQWlCZ
z5IvHPp%!Mph>t*?#GfCf&VL8X{O1oZ%2K`+2<kG12}Z~PLQ9gBy1!QuLo=^LxVC28
z)=&u8&$J*kf`T#->68#mrEazdnC|PJ*(gZzMO|Ipcyg;E<!;3LwxoYE+2HHL-LL82
zvmI(EFGop1n=cRfVXarJv$i~NL`~88EgH6LpQxb+S^8unxdOkyxv<9yKt<CqT6FnA
z%e1mrLrXs-f<YM>@6+T5I?(30Z#8=(VsIVo$7c3mmU;uYrx0|zFYZ(mLL3};9a=w}
zb^$nEHj8expNVwbxHV@%QeX~6xra%n7iIgP@O+W*oyF$5%J>nr$MXv?-!CkB?;;Dx
z=@*>GgGq7}lAkYKNk-o^4r;9(x?9ix^b%mJWKH42)`G(=!;WSY+4M9tf-_s)pqpAN
zW6B)`v;{xPK=9pdYwo9UmzVA<o)itR+3=#N8m^1Ixu?9tZDPE(FP<OEm=|D)9*z9e
zJ6oRiFE;GkoMpb=QG+|pbMKVgD^ZF#J%e>TRCx`PZfG0uB1rh$&t-#xo<SC_LK?OY
z@OmAFHIkv_O@_x;SCG3#L1!F8Z__MiZ>3*CMqBq8)w(ryOQ`KwfoND$yL*FG50=b_
zOEpyrw|qk?cPSm_dKJFK3IgJgcFiHrs<un|zDVj|6A3h0cJ{Hu6W(UQtKd-VHK?*E
zctGQGpKAT+1r7zz`g~dCdowc<gifVAK~?8X!#%dzk~19wCmO&utyn2?YnEH{EwJd!
zN<c#(Q3M-n6VEmEraSb7h?tFydxogRk25}7`IP|PWv|v5Ppg9qt3q$cX8z|n1?T1W
zP7fWoZSuFyiJ5iE_EiUU`jGh17DGsxCMc$H*{=#XtVy15q?DLEV_sMUS<Wbn9&eVV
z;?ynz=~Qh*!9d6MRcVvIMTX(im>EUU?y?T-N?AhTfoLyIPAuyu=S!lYS?xM@Rn8F4
z_#)-z9r2)$kS<-FaJm(rvc`+Ox1gg8`^JSDM`wgH3%R!<*M|D8H6lbY<?L3E&v8A-
zaHef}(@*tk*}K#luIS2Q<gzAtuDF+1#nN0!C;C=v`yy#&Wa@0w10d{$dG>Gt^IBM%
zbvE%^35XHt-jE|0&y!)k+&pqGq;iKyfBsB1F;hP6%he_ah|&ORehvF=*C)95+b8e4
zw~!6;JEvXvVN9)9(|ZAh<P1y$YXDs1Hfy1Nmjad7ynb)0o774$u4qT8D>=JHWVLt|
zb|2WSHs+cT?!2_Gg!CIZMrJ!C-1QTB)F1qOYd&teGcqx$f_R_A8MN+*dykLj^^sHM
znPLKxzSfJDg9oNR3j`j{uwYov+<$qJ7@nGM1v>ED?kQ|A>E|7cY#z%~k~LP<)hwK;
z5nBnO%M<awX7>$TPO33rW4KG6Dr&TIs#juRNG&yUk(p}f=Sek7RY0a~tGf`MO-B`~
zF1e83Q5|vpSOWR28YZswncj^U?0MJ+YY<7^ohwZ}9we@ha<ZY|G$5+pMAa@&(#gY^
zsTDTK&8;q>FqyxyzTiZb7N<PiTF_)=GlpM>-)vKV%|RTkREykvpW?2U-fLNOmAjU`
zR+zP|-iHtF8G=@?v8hBNVG}buo)+wkyda(AgKSE$|I=I3Vy52%m$JFPgm|3l_$_}r
z_?jlA=TSynBis750>rA%`MeHN46AHLjR5dG>?dCp<j+07oip(cC+uy#2KOvo%8Kod
zEZ6~q7iBfV<RJ?i+uKE>u7E^TGvQiatT;sT6^{E}4y^)_Z2lNCFVsXL^kt#9I|313
z`TBnl_m@F&tzj1+8bW{|fd~Y5J9r>8?(Ptvf#AX2T|)?x1Z{!@58jQtJHaJ1(zr`#
zELh_(n{&QzYHDg~s&3t?dw=nV-h03H$a>bhp64%?DEz&z&h~S0Kf1l*Kko!~!Pnt$
zF)>mlb7dEw1&rQYxt>#bMsfHBU&B0yP($3W`R}fTZq`!SrjGu4XZj2ByWKDbDmQ^b
z(N1PC^=@2anlke-HItG*B@$9uEG`GPkNUD(tF-G7!!726G{W+4ZUPdS{E$+Sgd%Ux
z_ojwGTP-;1JK7D+(+k`up$Ch(FA7JCDH2NdC_KI)VP)M<C|eZJ#wJsCLHZfru<lN=
zdd`sf6O|jd5NjD(*_~6@zbmvxk%^C(|9PX3F<(1VX`eh8>;*Od@kO~%rMJeuT(hrT
ziW+^EilqTx0}=gXKW*wfQ^|b7NZJ=749RTjlgTX?()r06`@TLXm$Rd<w-+g)FipFY
z&7GHhCGSa@QQp>E@i%U+FPc@Akj6Ma!+kO^Uk0fAT?Zi7|JfN>^gKuvyJlkikfyJL
z)3BJEdse3;_U7P*`-;M8xf1s$l48j93zBR{#k?!cK8LnY$wX1nja~Xw@a5JSC)&G3
ze`je#Lwdpz_ED1t=WdcYd9Y6U-Dv!F)bEgvR8R8LTMk+=d=_-9B2(6(+2P8{ZK?kA
zU%kC6CDndV&%2NEcgtEA%Mj-?Ysl8!-|KnpH!ni>_5%G3@QcnoVh;-1-@bEPKewOG
z;AywVX)b-4fgT#|JsIyB8ONvQM6!ttrzRvRT2_`XW8=#Ds)iKzeQ6;^nWVDQ<{uO*
z$%4)uwBV~(7m&!Q9WCfx!%2~Xfyr$)qv83gtcPIN-U%MfNSbaDpy?8H1KmznkIu_x
z{;}4WJ36lZYvYTrQChu2XXL8%*?IFcSwAYQnA|?K399Tru@%q<-GG{3F5LtRX6X!a
zU+;#VL&@L2496!87#z)jN@MPH{fLq?TMF1Xv}_LJ-?oJJ9HqPoV#hCjJmY@vGrl{n
zy3mM1vi)YHqqx61XTBKAN#z@EZ#~jY@#yq1%x=>Xdpl5df4ya}7;e(<btg+Ssfmd{
z$uH@iX0`N2dO6Y}E6eu|qde2%wg|r5m&NWO=9t{I1;mmXSp2t>-2Ab*!d2p$4K9mv
zwEWl0%VNq{a3<%NR%Xa+O9n<=%@k2E$LBcaw4l47t1sC<jO}A~9^EpWE>i~=OrZ3@
zaY8wtHk!7Lah@Dc9<L1$7X@DY)M@`(7H@QR`F6f=s50P!>wNd|+^jW$`$5_yX8`Il
zM}J#CCjUvRW(CCSAcuRqmU~AVCwwU`+k^?BFYkNhS3GwZ!b%hOIL+6Hf6I@Oj~$$!
zPzG~prW}Jg@(vuui>PJ3Q4Z0{Tp6^HDsEGD7n6N`%&U)??-HoQw!OWzd_xwhy=u}{
z{gZbYvQt(z%KAJ0)5$A!@k14LH~f4|b*iU<cfWM~GMRZa<2H=awBKBxy5D;oe9Nmf
z2==GvOnIYr*j~8)M=?3_Y0Fiwh_%EAvGL@Vxihk)(H-w)LFMhutwtv#Xmu0{N6>gu
zHWhF=4+zHVzqgfQ?|V1e{-plp@Ss<tQ}bk3l+HD$tpuj{i)c||CaC4$@NgH_{nbp0
zR>Ias=hzK_IBd#9c618;{8n-^KJ>I{IMqKVsaFi&(NGuc11TIW=nTa|;!nJvogF1l
zj8jqI`G-17?TV!|jv1`8i=E*+FruQ+%b|Xd|AtxpsD%;ZULw(Uz`I!oq#Vwop4!#j
zeTHhRHpXDZ!o@v1Ps>f~_ZmPYCMJFeJ$h0txa`VWZQ_%!^9oDQ3eIih#B0<nlp4${
z0}I)NZvOoV9W`eOb{6|_zSW|zI$4-NAg0xsu&Y`H9WJ~$_9$_pwOrrwp#0mPz^!|H
zdY6_D;(tA>=Bvc{=@W${j1VVZPQ|GP{#hl-mYrpC;K<7{hkjc#vqEu1TIJlv+$pfC
zRI@1Y@V1Nb=}Wge!%)-Jk;?O)#UiEMY3Da$jw!swMQO&H*ZFn*R@J**VR1Da>TMI+
zXvGJO$?eOv_VrF*888HOFEKDKj(6|L4k`LHAKTB?uVkkdeta3%46s0`XcSh*9M&dh
zPUhe{lQkdK3-ovAt1QU@$CNV>W@ui}Ygn$iOEY5Pcc$4{G{>AkL0$cR5ZWL4UbDzk
z6!UoUyg|QQq$Hk+?wRd?hi<aS2b0^yRQ(-AJKLclHq#vk*Dc9R1;2!vMz=HXTGSDi
zr*j<hI$T5<F6|z>-q|I6#R9awanI|Ova8OU{>1>omSsJ}#>bxyNw-0Q#sQkL@?-gd
z!#t+`fJX>IH#I(|xiyiP<2dCqN!nVTvSk*8Avn<p@i>LdpHt;H&?*`RWg6L>93=Rh
zUJNdt_zg|SMTHgBzHzZx-}vIS-7(q}=zUaac55M@%A(NOeBg5e@6~dG!M{r@6r`EB
zJQvlLG|Ke*`hxW&v5-i-s4LEXYf7(5^!OI;QFw5!e8L<YES^!>NKd-21AZQt)*B~@
zekNku&ZeGyZngPmSeJKOSWPywzh8*jf1}*zY;*RiFNiY(-awrTVXlSut>p|5uaqK;
zyAGXhqnDf#__rBZVQhngL+Sh(TM#Cyq(``Gld9GS<XniWgX?>rdH~Q^-ccG2BZL@H
ziU%1k?+ueTi5w-nGmiX7<$=XfP}?Gpd+z<8I=5Zr+y%aD^!20T*O=W3Z>x7|I@_A@
zrwg-XQD{<&_BCVge80HPlGi~OhEe^S)3&(^{*@j4$g6N=MbhXa-&lxZUGYH>H5=#j
z^%mKwQi$8a40oKEbaj@$<~?Ru9@<+H!f4TQjtsRh!f+g1`{2SnSwXof)hfq_9Rlf7
zoTw;^kM}uU72ge#gzL0bV%XEFx8%QHI8hf5_jPXhR7f2xBmM)G$2ehR^wQyAtk?*h
zwL477odfZ)ckwW`;jTZE*AsGMocXbtv)c4dgfcs=ucfiC(&_5^b)wOJC;)^q3;_fc
z#r0zuBi^%A7kPLxFTV%lJk!V&gL-^RK6D}DmF?a3Rr$__VqayPxwG9~;~Pa9W&%9J
zAGT_B-HW#db~_fryIbcn98hx%d<0%Mz&A!@0dGvB23W<x=8b#|mZnu@nZqL^6a0D!
zHRGk%7L)12%z2Q?{)v|CY#Jkt<TE^~^qlLL4PunXN!o|Xi8alKcZU$?O5tkMs}H)G
z#Wc0J=$H(<X>dVnf(d>MTXiH%aCtRG8%zBDbiL`sNG92Zu;`=RCh~B%*4Z(Vcjw|(
z^n4e;0RGwZX6EE?k2!%kGQU>7*>2eP#T0nziU|SPU}<kYOjOL20VOU(wlMa|#>9H;
zC6Lz<iY1rpfe*i|L4B@UqeW4rlButhSL<mLqiqhx4K;t?1;^fC)GuBcoE~Ik<GzL8
zy%#cSdcC9)E!b8XuQnnz1?5HgC5ouoG2Nlg`#j&0+q!d&h;0b;9|;f*1T&a6oF52#
z-09^{C$@Q#CzTtPQorP#{-NSs45qs5nYiyTR~Oq&-)J4?S9IK|9|9V}iJkB(rMgo<
zkI39PRWgqWbKd5gPYY<zdrY+o&aTF0r^u+Z+T$_B@Fdxy=TZKVO<>+hyF=C-o{8)n
zY8VA-iboecOt@iIoKl~euO`T%pGH)XSzt#`?_4og<X5tqW!VOH>=VkeygB_|sbnVU
zgSKlRn-{QT=7WOcr1C_flb8bsZm)N?l*_=kBe(e8Oi{unM5g&hf7)H=GtSpm<+Fa%
z`}a?j^g{L_Uda0UJLBO*CMuW)qq;=C-)!0mU0DBfq8`Q7(O0+M*>g}@JW$8@6H5q<
za+_{b*X?!g*g{afeS1VN4}!cH=S8&dV|&QsA2sij3Zw5e!s45?I~W0_bFT)zR-4Gn
z*5izqd()PclT?u%^Y%F)UTs_^M1@1S$RaV^gPx}2Q_qFZZ5yYr6vuUzcgIPQmZxHb
z(#{(W$D&~OA<BO%R{6Tdh)^1Z2x~3#v10z68ldx8>)nNUftvaG&5@)+pRsM5_vTn3
zSymHsZ3g_n=r~vSpiTW;J-(~@=J$JZ90y0*#ep*hU)bsV8)jc;V{143+nWHeM9tJb
zYU(x`Qb5tSWjA8qmC#g60`dM)8_F><@4gzt8=Y9gf=<;?{EX-D8JyvJQ7v#cnAVwi
zYoWGFu+`(xE{|w18bkt3XmNf#L6#SIba<GOU(Bf+eBSDW#lpkmwURO@^77ToQ!PRD
zJkg7`z?gTOOsW)xJQ+y8j2y=Gq{2IR*}_y&JiQ&r^*K*Vafx(WGgLii1Nu{2YY3&#
zDVxgGI9*WF1Jnq>lWw8OFvElrf0wVh1K*iFarJn3zD9A<IaXPEFglNZI~9)WP!Jl<
zw7bvSiHjPhr~jC;VMRL<m`D2AcDsz)Gl6%9|BY*xp1IS>fS)^Re*z7dF=MmgGnG1N
zoOF1JR3>3sp0tNl*Zbb)@PTtBW*P76x2`vOqC&}R&gEaGX||=y-XjXI-JH%8gjg4U
zP%<#?E4Sxz!{WFk!`Nm~cemF$e{ABHn4LX$;IbxtFY_As%;O#{dNz~!8<VH08AzL#
zBUV;uM1SP1Fz)}}bl!Dx2QFyvyiD4V)@)uO`#tFEFnm`R=CS=HDvl}a*mXN=yDr=I
zcuSzJX1axm%<OeXe)fJ-Fb}V5><r1e(GXzP1QJUP>UZ7g&yiVEmyXP{1iq&9AZx22
z=}9sH7^JAEqbbps#8s7oeSB3xLX2!VJLl4(U(yyADC{<5ijJ!;{?1!0Tr|!XmKe~R
zVH)7ggT~y*b!XHsevQKQ`ootYCe{`yUYzW7e|3XfK1oKakcu{-z;Ntga`kd@pO8cH
z3*IHG`emM+l+$$U)QE;t6})p~3ILptpNdt+#4hhWrrLPFJh*u@?cVp^l!@JxwoHtw
zdYJem*|^D8g*IBs0rEz08965<p1mx>yq@2aw9!=hdZ};wD@QbbwDT^;k;hD?_K!&5
zm}zR*@A<~RbKX!iUc62CK*M;F{6gPC5c}`d`EEpU*+pa9yMB!do}QmIVWsm<dUA-k
zad``o%Xi!9(XF#FgzWRArJs8Fx7)Prd4KfAohi*V%kMYiJ!9MH+ml!n<~BZD-Xq@r
zb6#d)BjLNoNKdoqdtHjW*pth~`M7~yPADT1e`wTZ2K0>I<P8+bKWUj%QuO<tE$MW{
z^Ee91f{;;8;HB+m6+642zbfFsa3U4bvHO<yW4?+ghItHvvWzqo%p|zo3<~5>TH(A-
z0`$J}!Ldnn*Bcz9`kHpX7#bj}l9sJ*EqRMg_SJd4nTX!JiD~%EF8H{lxV*_woF;xh
zNkluQnGgrj95u(7rKrIu`TM=AYupD(VgR50PQew1mvOa{buezLQkMM0vou3s^|Jo!
zoK(|^MSN4R!in|{IjT!MbGr5^L?^#BP&|<juI=}oc`;fvrt~MM{7bk3nqd%@Ec|?#
z`l`Ckicz&+K_9|oVKbF9J>%}mdi+t<u9dMo`De0xafi~eUn743KGo-n3JuY(iGo5C
zjKu2Gxdw`*b6R6Jxzp%EIR!{SA>km8Qa=919{cn9b}xk{b;%;J*|Zk@8%sZzZ*qnJ
z1plWJVR<1<>Z~uv6VE+!e^cMSOT7UhZ)Ia)XgfnS3%G4Wj<Qn(3#$<q<UK!_Q`2;K
z#~<LE!(?95yi3S|L4Ns;ai^apqlghbIW^pSJ2>(cQLX%BT>I^|aygPaKkzo-jAZfn
zHdj6qeTQZ)rR|j)`b;&y0sm^;IPI|7ctO%dOw&f+sKs|^<lm=(>6VdVzMmLR$mr!Q
zTOgf7Z@e`x{$!*)y?ll@t9IhUhiYj!$PxjNICzyB>9S$wZ)Ij5TFNToJL`B(yus&C
zV&gZ)_rK$Kmx1zHSsoO@R^A46e$LYc38+t(XJHr!N?i~2SH^J}6FFBG#cZB@)E`Sd
z;H409p?yoVfz@MC;>!{_u#88Z3d0?X-e0G=<`n<vc~K#h1mwJdUv#hOa@jXGr_`3a
z04I{K*l8FPDl-~OL9NKFc>$qLfe9}_d6nZn$mN&Eio8p7Onj`ll_~0jx+Jy-&7XuD
z5}O1x>hbT!{iNAUQIyvvwS+o#OsAa8&3Md_k@>d{O5+dAhvO-Y_r1gE*tFdAIXi0{
z{VDm&8Yu*M5y&7q7&Q3taa9)e&F=Em;Rr8NhLZRVqEAS|F6wQ@fk=Fye-KLfYW1C-
zO{7?o8-7G_wuGI^$nu)ao~r{#si!Kh49;(ei4qkfJ+<Oh^7UWDw`9|-G)a7YDf6)~
zW;gbY6pMoasT`csO}&9y7F(T|pA^bD)034!g8D-8>R%tb)qg;(d-9yRU$1SEzkF^n
z@~f-aiwuO1MskF3=Z5<<?CerM5~rW6D)t-(@BX7(o^~}f{!p-Tqy+Bv0#&x>4?-j}
zui#x1K`Rx?Z}XKLd?xd`dK{Ji!j<RajL<HAJ?p_pCj0hK5_@sm<2el6N(~-P6<rcs
zyxa3pi8{do^h%JqTJ^a#)*I&gPS9SIWWCSbjnKpYd*V@6Lm|Qs!W>&(dkdB=hzHR|
z=P2?i+{zDkpj)!M#wwgfKmqfi*AE}~;rehEJMdQvkh=l2%&U_G{;yISo?kOSWDl3t
z)qXv(#0cvjbyc~{uN5x%_e%BcWMyo3lEY0LV|x_Y*HtY;d-@!1yGUMHR;jt_A@0L?
z5B2~!cj>TGA&B!~{4%ON9g?$+0tN`73r42q8@HPOI@hdS(MLUWN7cBNAOE*-5`-iX
zcxqiLO`}<O`Z@O(oO@%4K=`81Y|uQ{_3Refu=bO?;dbf8A4poXG&1+E<hJRSG}O-)
z7z;2M9!&iIQ;5P?`#(vlqR*ml2wjiH6(Ui6KONKlX4NbG41PV*N4?5De*E>}oqw21
z&7)zHN&>Klq1|fV2BQwp-+Z-mME{$%<gfnp=lPPPpRR-?P=sMe7zg=t%@7f>&k(WG
znEg`2LfdKeevI}~;ptB6%}GWEcG?J2n#5!5Yq6!)S(aukuO!js^uzRS<HY`s|7lfF
z^(Ev#ZH3wY)mCu$-*$R@|67j)I{7|GfV_xT{ofiZ6Xt(yM=W0bkDS5(XOF?>nDbzn
z&YIuYC;zyR&c3m|iF8-UV_@#;9x}*+rPeR`kUld*?rKeMZg10bh@xMk_JMmtW51SK
zug@4C)(^xc{1*K#g!YPX_U*L5BpN3t=TjU!iP!_9BlwB>`s#f%@xj5tm8MV@1tsNp
zs{ygd*+uuoMd-kv-)*IBpC6`qt+(T6jH{cQCR$J6`NGe!pC_B+5eI$s6XIII!k!KU
z>gwu&089JD_^;RyX$~z7jgNqKip$ChZ4Z^$r{Q6CLgM66CU+MXiDtgi-_`Q`f%q8&
zA3pqa@$?)od|1c5Z$`DQHutB`@gk?0VdFin%U}cYh>{Wq72kVlhovf2Rb{*3T7==3
z7s>csS~f;C8zuqAv%G;{?NUp}fSvHitcMTZqN12AVqu|0N%Z*ZSHO-0{-~8#Wo2dU
z@?O6GEb4!bbRUh3`3lc^Se+MB>?oM_Gg!55{_%mCdc%=WREtA{m?a%lC06t@-S1#~
z``b`BfovcC{`1#lINsj;U<2Bah?ec2GkQ07+u}NhF|iFE|MZ%8N85dNyf`^*ys$oa
zybv@$Vl!102HT$rUZKhKL&??}E;XMsivDhQcAkul39qkDwhN|ZND*>9X1Ft|lk(5<
zwWA(Z3|)($Y9P+cq`IOo1*$JTC;Q%0*G57CPtB0>#pelB`3#P`Lp#f`bs{4n?;fzO
z@lQuUP{`W%exgvT!sSTwhG#pLXZ|ho_7$u$cf88?ZS7dEppyDnN3W{E-w7^v7and!
zlliN*B>B-<#PTS-PzBZ`8oKEjUsQTBmp5QD-$W#5BKG+1E@-ZirGx*i^@qDpzw9!8
z$C*ZvisJ0g)k%J=TeuLx#l?+J%!qDi$h}xCG^sS-b^>Jq3KKklatmhR%J2R!SMF(s
ziy|6&aj|rzG*Z^UJ^apJQ($0|{tU%}No7mogcc)8q`ST(Tv5ET9s6DM0X=YVV`D&u
z-M9%)8uM9)mb%ENI!Aq547p&i>36T^Qg=;u*G!!<V+Tgy(52G(x?;<4D^+s)u#ss-
zj9}Nl8YMW|`n3+mJmMUpl(?@sB`stGjDwEe<5A7DYsZ<nczJ1tM73D&>Tp!pp6GC-
z2)uF#kBG3nhL>t*yNQUQ?bkj&oMGdV*Dy65xE`nr4GsO>YEMidOcfgx$T|M0X!k|V
z$Xk?h%sU)ZRe4*Rn4SOhg3GPI0ub2gYiJTUIXUHz##2alV{-qQZ%!5(ozc^ZGjlW<
zs`g$Ea+vkoTF4wh;Uyttb##(&1j?v{<uGWDseb*E)qh@rdyS&*`1>>TXa)T|JM49~
zkFRgi75k=PlP%(7OV$&DDltG7#gb@ayK}KyIg8G}w|Ct0BVkt>zhjPi#tZMglq<Gc
zG&L)X^J9fo?>{SO4SBi*fohkje6}S-4$4@pnDV6>$hEx^^+a`?dJY5LKF{?s`1bem
zpj(^MoyBVH5JY-<D0x}4+*HhWgv5KC{^ZlWG7OE<GePSGuc2rXP>zG}3uQ4eu?E+h
zTG-H(`@6+?cQ4o8k9UEkZ6;~c9JL?KYH<E}IJ|Z^=n?uVI9;0A0S7yMFNlbsW1xZ2
zQBF^9gN@Bi^XnL+3#;C9pR?%tqh1583WrOj!~^rVBWldk-CXs=a@XAOIh3k*{}8=*
z2T+MG(Dbk{s2Vv8z93~`fnJdnto)R|_Oi57W>-v&E@3-lW>FNh0uhG$o#jm4SzB1F
zt#s<83ndyB^szWQJJ&cP<g$3;B@{KYhwWwmV=8RlpbC|?c`j@YxgGi?YVVHLkMt^R
zu(w7{BJ=XJuE?0&+BR<nd3+rf>$FD1llK$l?I0HH1onO=aIL8tl8tl)KLi$aAgt~j
z^_@Ul+E4KdD=W;yiVm<M?^sm8FwChRFoxR4kT$mwu=%9XhOuaK_wtxJ5$u`fn}r5n
zwxEk6Vh~5;UjRDw@jv#z@IMGh<e`VE9UWooH9LhW5ktPyg%WD;+n1}4^=nK_YbJgs
z<Q30CfeKpgUnJc$Q+(0ye6MK~5Eux){zO_G)NxvF4SOV4$2h-G>mTcdH_GbR|Ibt9
z{m+vz6ap>^ss_sU@lH0uQ#g|e%hwwD(uyHQZfA@mgXwz-Pgun7MC661F>J<LY@y}}
zC*OZkB7)g;cilf?^BYF^S%oA&p~?!pOvHI=kyY=wjLoG^z-te*;1uz1@GtsKg>6>n
zH2)Kx1!PP{$ZAL(MRo9%Y%NCoCN?(n<c<5Ru^9x~3K$mJywa|(_d4q%-b>)l)t@un
zu-&E63?UjG9x0O{!rvn%4SKj%uc7;t!d`~8wDBu)b5Ou(f-$rnd~Jk~98OqTy;JwL
zzT_kg2Hd;0tCbMOm@lvC$?!K$a?Ln!M^HvKsjM{aQ)_AG5D(AWqbdHkU^K%zmT33r
zu7*h*1!*gmC?yvf-!u4<B$=jqzyXUV)`H0Ic+VCG2QFha4`sB43a4ASbS1UvLX{1t
z%VQ!o@HOs)#|r=x)`!Xcg78-HarNM0D@~Uem8<`t5DFmiwTiwI6<HXs=={+;kO)qg
zPgs!w?o(99nJ-tkR^vEmPQXt=Dh!V(gtu^}wtl{^u3~X|@V?fefWi$VGczVD_?FUH
zCH2$f<l8V=mK0?!>8zj&PO<Ahq9XUh>##a0vX}h!b5BBEvv4|<Iq{vW64-{hv$Q13
z`|<g$Pkp&KNaOl@++*#sy<cC1dZpR?!iWo&S0||;Io(&dW?ZPLsi|Zq@%cqbO2Q{p
ze1kyXAcGjKByi1?nWn>p?R)aU3q_m>@zJZMNohYd2=70k)z#G~{avUe5fr+=xv^n-
z8O(MDh3ECkYa)gf4W8N_9u4+bAMMB=!n_E#=IMbb4aSOzUmJDVKYl#Z?A@-!?YlFj
z*l-qet?iwvS;VJ+c3T-itpUP&Ns~f6GZt3MDfKK@&Jc#v2FK57=^X}xe;mEZ>+NiD
z{1|si`OOMHUq)80h%5;PA$!GK2+JBuoina`Es!o^d;9i%tzRh;HLc(L+;>@mgQhWH
zBj0EDEZLzBL<@WeE6~<TUyf{H^umcRGr%gxPvoR)$PO>mao+on{dXqO^L{;aIlH(g
zM36Qf_h|ywnTutk^Wxqiu%$27JPpR!i{xi)Q_ZowH;KT;qY^otnSe=_S)$!b31&cY
zKH<7U<`}N6cU}2HucszaILEjpn3$N@|77{E5+#c1EcwCfHj=Q{i#Zw|#2~M`Udm81
zi#}CM{U-S-oH;WH%{}N|8G{@GCwxg!!X@hcGVkL05~(F&W%XL@>QtF%L1DDDCip2X
zu4r-d0f?57Q5C~{Ypo`*WfSH9X0@)FH9&z&0qogUZ>=WgZ|l#qI^C?Tt_0Uu<ca(e
z6{+E<`CxKkUx7`<y#6R90c~SgF(`1NAo>jI&g@7uJdprs04UdT$2HF`HhXbSnZv^v
zS|#%HGIywSCck~{id2r+(Mn9Ven-EuwFT>KexsW)UtH3B&;ZVdk%F)_cNwB9vx1Lm
zd5lm>aklmj*uWU+>`4SBU6Z`Or}5c--p&kCdG?(NW00B3S7Wn5H@T}TN7I~HVa4sb
zlz(;3z8BVK;M@|$S8A}M%q3#$!m%T~wJ(*oB68PM3|@C4Eh=@U);h0;vrV#biG7O|
zPbsm}VOJ!B2x4agF^DGRiGRX!&l$oPTsmLOE^cBnC2)7klJMqku6W9SKswW)&bEJe
zSOyM-w}KzyI4~g8A*9yC1mfx+GO}iASPq!*!6W;vKJ`3ZwJgXtue0v-uQ?|j9ff(H
zVHp)qTj-?3WI;%;g##|>Nk=;2Rle&v;Duf9MZIChMR~eKTO+AS^Wf5`YSY=!geMq0
zF>-lc_)+>v$T?%M0(o-9@8?l%W(=9W$M4SKwzteB`#q~XukjPr<bb2D4K&w6Hq46O
zY4VhXfT|p}4;HT`8xyDk?u_nCpu)(ljhN;rO+!7sAY$ltTFr@1Alw23^YXnmBK?-k
zKJmB^9+C>0s%=FwT+{9-n*^R@h&^a{71=#ZzotUQ&4D&JJ2`w1DC0#Cu56E(eE!1K
z9@6y*Nx5Sn_bn+tO+7=2lZ8Y%)Rg6)_S3;MM*4pcOm3OR0h`aJZ1l*Yhipc-!u)nF
z6{h3)(6q$w@PHEfL~=Uq_Guzwx$6ewTYOTI@v+|}+xD8m!aEQL%-lZ_<lISD^1dFe
z5Tagu4pJaXt9*uSu{2)xYH03ZXXFgJ*^Cz`=esMl1fs{KC4>c3zi`G@P*nRIq5BIx
z{b7ZsWM_Yn{w2U0FYM0*_^J=vH}d~2Z9=^gsB!p6E>86cOZ*@bMRg^D%Rxn*$3gwc
z-~a{R{x7+z$m;l@OBZ9+pCBPapyAGb@l!G{Jw~Jl02W3bzKf3TSBz#NkL#b5sO-JS
zI1)Ax4hQ=4wSwCb@vs@$g7*)WS;oRl*O9{PJo8hO^`0)*lc0k4j0-{-v<lY-F1%<{
z{G&V%pFjSqv+OYzyI`2lB{|9Gt#~`NFR!^nkj^)q3}=Ynceb{~KgGrNVw;!uqE->U
zo$pQ5{(UsT9-B+Qnv}yQ5o{R?0+2j$)E}42w5WzeyYNw>Q8nNG5s)a(%47aziJCw2
zxZa|aXzGC+58s{hEh7*EzrPQ4JAiyI6IgALe{lEIb^MMgt1EN8;60P?%-`eoiwnsK
zb7U*-8&9NHj}`jpc<GzJJb|G9exII!fiH2;t0j<s>-h~w^0V#h8-1)|J_4xxt9ZLq
zaM>ryBfV<%Zxl6J*0u4Vf5#}>fABa0;`F{Xbi5*e*hTV$gnGZc)=95+Wo3|w<k~8D
z!Meu%H`V&w_qWfV{P&B&yMKQX_<T{V0R1^B?6wmA%)Vz)^i7b0w2Z%fxst$_neGDl
z0J-?Ke>MK%11q{aR#oatXt_H(vL&<zHM>~8Iq6A{w`SzgF`94AD|6re;z&6O->GEh
zL)73ryd^%PVyL6@Ptuei56NOGhIDVBvWQ_5xlV`TwR%F<H{PjN31uH>g!oPWP5)oa
z693<_ken{5Ks8Em9B!7=v*-KUUm_*=1%&d=`_kzn*@%P*>9TbLWqhx*6_+(+Jn^JX
zB%`@~6!0kUd+6RyQiss4+RRQ76mL^~{#IOkC-m>q$V&!MEr`z0;?3GeqaRmpyELH?
z7^A?z<zC|NYvK-Dm~Rr3S1{5NU{Hxg#$d~aY7jFxEq`8aAC`zIS^M+2-NlyXU-do@
zSNDf=Q+c<*<h=Z7W6Oe8JXY{-OB3>Hb#=2;{bBG%B2{nS0y1DZ>hYr06aRxiz;OPb
zz=Wv=|HC%QYU`l<y9XTP-68-_*cn>MF#&>4lO_+l0+u#YtO+tLR{{<7&67VcGrPK^
zj_xMaT`m;T|IP93$o#={p^K9O3cuIaSj}a$j9yV15sajPWP^glLLao{a&SLGm9%$d
z<>foOyD5R_^@`%*(L&36OkgO}d23l7YxI9P@iRk1!??u6Xp`V;bo8rpSs%TBC@3i6
zGBZOOPl(t0vbO(}R~&4Sm-qes5Ly}3&D0{gi5^(yNzX+dvs>N@aPrFf{I$g2okZR0
z)tTk{#qRbQg%uSk)H-aJE&7~?#>S_nh67Rd>VdFRXmfM3zEz~KA0AiB1sVJ;&#54A
z{<O7HU^1A~0y8W?=5FXdMIs~jxqE#49R@y-#gTx_1pH8c3d%hXkW=5Z54pkur6nXD
zrKhJqCn5Qm=1f-pDbe7tfjEuNS++Qd<IMq*ZOV^LxAa$Z{lXV?ECN~%4oa?;Q=zgp
zr^i%5d$yR*9!~r=DLR%gW7y@QKWc3Wi>gyTD<}l7wU3^FfZ!o15#<`wT@H${cW#)n
zatsA<2q|M@V`v@ryZ9HZ8ei}T`Zl}^&F;Dw0q53Lw=b-rrx*DsI5<$1rXYy-=Juv$
z^M`_p5`6n%dB-n%J37@Yt*zI~gSXZ#%w8t38^ye0R!1s70{rFeY-9W!-u<KCJbTG6
z<6@G23Xr9E92}gQj~}@4slI|w!qU>xaBSS%+)f4c<6aP<adD|LWC(@HIGX&c0N7=^
zVp{n1+s}goa<weA@houGQx2EEM<}VUsHMKMj)&)UFs$|{5>=#pD<j6h!jk8RRGi#?
zbe5aDibRIz_QmYFKbZJGQh>x9NDdxlXk_HdbEHCJdK%|(@i(4lpOE2q|Hw#Z+b!0q
zphRnt0?22fa{cJP&D8XqL_i}tp6tnor8oL>{Ca#zujLFdPimOnbBTzk;4&S%+z2$A
zJ+yvqihKA^XdwoE(zD!r%uct=H*-8Gg&<iw$?(F62)kHUq5LZ?=)<QJ9RvTGI3R$(
zJeCqJPu*marNzxG&wR$uz(CR|DVc9agePYZ-e7KRNB0#6mo_x2zv0!Au`vwQ>8A3p
z^tq7u!@Fi1Y;h?lD350730A(yQ_J}1kpu(;C{3}FMAhL%m=Wx{XHP%y{9s>vcESpe
zCf5n*1q2jK{*`^-ekC7MhUsa!Ve@d1U~B#37N*hvKfn@;Gks1a18z5&AFw>JLbGIi
z@=v5Dfn~<qfAmC?6CDgttEK$L)7y`LW7^3-A=U{5WmweC&VdJEmX6}ZW?j*U)n@0m
z4j^nqy4!_kWpOR}c+!al+*9(}%}8X~2alee2oX=0EuWlSB6QA|-3x_+1PMG9!S~T3
z<Y!3PRr>vFKiV<?um)nt8PZF%E7xg+4)w9L4`1GMA-5hE3Q;e-tN^iRva+&Q5ac!z
zi4$Rmqp~*wGVh~d5Fl9|P6-Q*Fgt71ri^-=S$mi$5+%i5zFf7iV0dN?ob&l3;$i$v
z0A-jxPD~LF{s8TpJ0m{@v8vk<J2l*q<rNmLpD88)_M(6bN_w)z)fLUZ9Aa(aL%Kss
zdSzH8Yxmg?wHGefejf(1N9?*on+8CQHUsUJZ3YJQ``Sakw@GI}((iJsdf)v3oB`3t
zJ4Z|Y5NWwN+Xo<43sst({b=ak;0sq_umQ5tV#h5odN5%wEZI2YGjrAty>&_SjMm^S
zj*im$<!|D5SMpiXAX;W&tl&G*@?mfLi7k#RGQfCv68~?H0j7x8j!lHSV~)qDXA(|o
zuMZat{)?veZHnx_)wn)=hTZx7T)bzCWB#<!Qqey`hr?jTP~ELQ;u-1Z9{@ODazD%k
za-QCMfH}jLTKzh@yQT9LN|!6Jse@6Bz_Fifl7eTHQHbIIh}*~Z_N-LzwGBmf<0?G!
zGLo=_FJFB22DT>yY$Gpzqo12S7~BUmQlz^BEs*=__yzI;u#*qg39xgk-RffUW@Zq5
z`8xV*D+gvqMxv9~>|I>$cN!B!(7_-w)@o7v?cZc4<|g$Y=*!yNcpsyqPgXVL_WhkD
zHu-Sac5A2KZ@s^{^98}A+WXG2v2#w4H;Z|nI-GzKkDA(fV{7w6XV<TkqeTJ|;jLrH
zrKWwY>xoXl-KMUkT`J6Nxcv^rJXh-&ZKayFG6~&)1U`F)-TMp?JCRfyQdk(_r>djF
zSLd)8V`~y@0G%s^1sPY}alGnXf4T2>hB}sVb>&t|7x<DDbgP<=0?W(^h}>RuBO5m_
z`K<RB$hX&;4})d&^lS!D`Fvcczb`<+yLFUyM$+KX*dwF6({HwO-j&RA_4c^By2KXN
z*5<2g`N(RJbMj=qyS$<2CQ%W!5dna;BmHZf@6iITE<J#~ZfG*p<7VWWwcfYReYQU4
z3P9wwF|~ms{lh(D?KcHw=Yz)gIg%=Yj<>txd9Kn8&CSL8loP0(V&`@?_n1NR-Q_QX
zPPr|?^p2FyzU6Preh!zEKz8ACBJX~T_21OmBOE*OyEmG5L&fhihicxys`iHQF0jJ?
zXjzN_C@sk9cL$)ST8XYxW?X#SR$W6~kty1=RzO}hg?JO+H8*80U;JtQ_+H00>_>2X
zT3X=<dG4)C^Nu}uug<`!C*!^u1K^?~<uz+(f8P!6E-t7X((XnzUnvn1zBV0bADTkP
z*ElI7_fFI=qysOGxi1>~=H$@1tY6rJJ003|ijuqX326>mZj;;(Y?YS$e|OyJqj`|)
z*!1benPh(o!#ZfjrRSs!H}XfBb>`$NC<%o*840Z>rS<NX^Foo_1k-h%YZi1&3ts#O
zzAG=lD@na5;MSBtllShYo;-%y)?doW(5_@dadq1;+8x@#Bv^oP)u=gv_(uSLUOU|(
ztR1=6Dbv9yop){~4aGd2K$Hj?HGAktcBA%%!P%ZG9kjd-&vOII>XVQdyAGqVxe4@T
z&0DPdC(%7{OSX!DUrHQrcxnSlL1qnYNze-4-OuFDUr?2O3b>@A6nhx~<c@2Z&3C%U
zD>BfUCeagFL~+Evus76mQv_F?!<4A1oJ-_f8yc7x@#IV5B_7A3|M@;^|My*uI%c#K
ziV4a&ZxhsF(%_A-E9ZRC!Fp{0YgYV2rKX%}@$Yz{$r^H(>5UCdj{6!R1)1QxV5fxQ
zG%Ot4<9FJ6MPsz_2^ko~h^Fzkk%UoFQlG}_y}5wECk4{iKNN0{@w;0=z*V!9x%Nrb
z5)!nlwDq3eTO*Cv=`(<t6bT#mwj^<+(lav?JF5qoT(27D1g${Sv*hF*f0XNx7_<ZU
z7DJO=*jS~mamZwihl<~}DA;ta!S?NI+b|IpJb8I}XmcTezrQ=Aq@oJXTx^C?Te8ex
zvrI+<xw2Ye9t?9Xc+BXdYFfQnV%?#eJV@2w*<83Urq6tB$hinHD7L@QNS+~7BX98;
zMPG8500K4-%wcR!u%=hQ%bCmh=Hi4R;A}+2GacZn%52B%zaS%n9TfHTQoY+9vff9o
z<>0ux;p0t@{^TB;=tiGtOAW~ix_o9|^B5e03QQ(L6YOQY=j@K44lawi{!{5wtIEYy
z&XZ+n8T-C0p5C=@@^W}=O!u1h;9_~i2A&s>^L3-F#bN9p8b!$_@X*#joUGG;;z?&E
z2z=YZNiOz88k0c7dyl#8Mu^X0AumRJwFkTQ5QrpTF2+>Am9NvryuzzdJZhn$NpE|J
zcCnc%$A~Muk_`WKLjeJSm1spRr81LQV;7g_`t=S!acVU?h`^%a$3{u!Nssn75lkO8
zVIbs8dX1^nL4d!XPZC8MMZ~0^%IzPm{d5k_#<nJpgGc~~*b{eo4n*NL6HWOzWVqjO
zj>efyR<38oi#;u=Hx08U>liy{r0>0BU+c*v&guI0`|_j8s}Suri!es3fb-TSF-!j;
z-4e~d=SEyFzkDfFnre6t8*YD<Q#D_4!(Ua^XRy>>+6!V>##nD+cQ&>ZqhGHzo@*x-
zzd2>o`GX)IpZ%wQEVMZySxgoc1;Y30*DqJnY)B>yMKXkOoj8eaV(A`iDJ6f`lpu1P
zuhGOvPMnKPy=(#;y<Xi~yC#e3W<0fuJeK^8&~~g_GwJ>U6kTLt5gaSEWlK?Y7vGTk
z_vA!c+v2lWeF^MfyV0qf?g$(EVmHh8ig5B;ximC47rjMfY@gbT#js4jRVV8)YHzXp
zz@o4qe|6dNe#bq8QrO!z#Pll;Mcy}ESH8Z0zrSfc@t<jabXaKksYH6YJ_di*XxVzH
zzse#kjOAEsT0m!g;;Yyc!Txrcnk6nnNli}TV{ra~jlnKh@!)TvT^QJ)&SBoz&Lk{A
z{Vfj<_$rD}Wejzr(CPjwxL7%mv)Su#>QjS5Lt``a{I%x#$-y;sqLLy6p&&UqJ4?E%
z9|HE+nS8OdWUN<XW82v3p{VqIQf_ZP`1wS8CUi`czsh-QN6Ky3ty>!I`RS92t^Xzz
zSdKM^`ggDT>{Ttr=|fL_tl4Pj>0s=b|4sMXwzTL3KjDu^8VsTV0)FN&%7GurD16Q5
zuQdM*4-NgI-H(`s5N<GJbiHn5OZ$-s#TnZ?IynPh4nsK2XZwN*WA<yMLfpeJF8^nS
z-Ka)z>**LlwVGkf2JFki%>26fYyj#;Zb4~_{_v7yVz8)HqnuhMd*F!ThslvC)mrfi
zFVVpaKWJqfAsw{yA9b)em#_GMb@C+n$!(^nyU;@o^AU@{KN=>@0n>h9NONmllX0TE
z>#5BS3Y|`s?R3*_+vxGW!u~?W{^bBdOq|sESNf(uIZ{>@_B|6};)@2<dePc$k#C9g
zek2Gl`ObOI&Rv3lj1FoqU1#sxn#rMf9>2RgMV!^mOx^a)xiI+aP`IwsN(*2~X-B=t
zL9Q*pOj=vSb(qXa0Ei(LCca0fBAT|_*qH3Q5Am!4U>Q4o2GO1yr;4LE*5F1hz4-s8
zgA<12CMHH0q7}okk{4!^!zZRutxR?s>|hU0hM8okAXReT**7hBNSUc@!^Z(E7F@U9
zjZ?y>iK6W<O|`LX`QP}$?O`9PgFjNge5qzS`xVUET2ke3EBuafzNl=SLmezePn)Hs
zip3*i0c04zF&J6sAx#Y4o*as?43Hpm<xCx)BNR$5SI(L&P9L(bpjMwZoU;6kj|xbv
zjlwR+|MRh)?`nnb3g#$77tWHK@25(IV&3B%Hu^Tg`p9=OdLfex3f=SHCs+iiva-iG
z9)@BlJvyoe7^SqS!14n!L1j&M^Spo`#nhA-JHJ>(MWv@O!HCOBIe6mL=|R3-@<SPl
zDqusg<@m|~c`>4u{yE)*pWmC;5w4e|rK96jr(?<?w;ulNOmMp(czJ2=Y_H7Er0G0F
z9&A9kGo?KDQ(MmRE<+&MQG3&8^P0JqZ!2o7j1GJWv;eSsjE>cmokyFs@GL<%5D=hN
zn2TI^m(X74u+Sn)q?fPUckIVGTj|b^gFEC@SOsg!+HPt^(ln014OFTNtZ}?G|HggC
zRJ4aVO}P%cWyVqn!pLG{$b6w<2pLr1A5%eu6O1_PtM=ImB-7o{Xz_RbIisEMb{cP#
z6QWENYAS(}_RD}g>K9l-3W-lEIJFR#<XcG})R3ow>_1^X16UPI@O~rB&b;ULOX~@Z
z(P?!yooYF#Ig%;#iAKn&9Mm_y_Z;)mVZP2OUmaY+bFY>@#K-F20ykE8ENk2EROVkl
z%34&a04y|JPHKm7B23Z<uqI?sAweN1W*)@fNo3>TC!tav?AFj9%vzpIINP@Ijr@>J
zJgADgDhQxxfDgIgk?*b~lNao*OFy!CzmKMpEjd%FwmuZ&b((x$YETO}m}D9zCjHhz
z4|>+AtLEBG_{_U2%jBhZ!-)6;F2=0)IGAup2VY?FAYvM```|iVQu{uqxbrwphRv9^
zcpX}AuK7CKQolXh$v2p#wT{NY`{1WIIGSN9JD0saS;tHBe}2g7p++q(-|HZ_m2=1N
z_vfJqrOtLq6}%?TeQkJs+bP}2Y_bWIFzWbWs`X#)uqdEf%j*u$b`jG4r8LXs&dv+G
zclxCgq#CONXha#z?we;Y21Gfb-SydS=`ljs%ci`EBk2;zqRp=mZ<RC?VSYglXKVBp
zS@{+0q6)xiE&Gvjbykb;>YL%#EusN<^|c!(UnfSBqiE@_Y0Rbj&!&{xg6A%qP^p#3
z){S(f`80gWIT%%gklpoyhJiZj(r@1n7}eyGvvnBalOU8O&c3BlM}bdFeJ5!~u{o)=
zMMT-?dRlvH8QT`?-K?WtrtW0`t9#3FqsQ+uj>~f$zYYjhRT+G=(t+OuSKlHa`WP@~
zbv%i;QS2u6YE7#d7YkZ*?bnprSdTy%#<HH&0G@_!Pq7!ryRti9n0(dA8>|3o%@Wg?
zzN8cX40l`|1lxn}*Ws3CS;~IUnked^%v?8!V?6cnc|p*pOWfDRk1KEV290EQ5QaE$
z@Z9K2A+=F8n6SR!7S&=Cj9T?1^K%Il8I-w;f_00Zyfz&@42IP}oQ#Cc|8@kyR!j0e
zXm7RXfITUzH|*N)wuJT39MhV*S-r>em9>bitsiJCKK94gb_PUH<Tj%%Rl;%x3@4;b
ztl(^u3_1BTgLPwQaU+$Xk3Jg4=#qTG)JKsWNUU3GT-byUQkRCtoM=()tm)#+Kt`Dk
z+0de*etqBwHul4ZIECbAvxS*omgIK;xnk5SKfBn|28P92B@LD^oAqT<Yhr6qIjhzE
z1@5$6m|?JZ@Y$t;M3Z?RC#alfxP0swuoVbL?JXaEhlLW%gaoRsyj@-Fj{Jhvv>(;l
z>wX5XV^YA1^T$vaJww9#|K;d`JL7W){{PC-`u~pXMWJ7_qgf(eKQPb#s8R5J|Jcyf
z_9XXW+DcLyd6#-t4JWxln|=tR{po<xzi2>my_hTj8+aV`j}CtfHjM;AuwgZOimw`R
zX%P#@RF_wF50Iox-i&Ru^vk4$R&0aQ+3l~O2OgS7rCBsODT#n~s5>^rlHa-|ZzQx_
z{k<-b(nm$90O81^haCO^UignZ_ALaRbVi`*F$dLQEY?F&#w04dP)yyHB&71t{zUvB
zwo<q8&s+PLgoIbX?b~r6_kEy``K*m&O?jxspSPJ!TKb&S5+BVCjqSQWAdLN)+%82O
z2Lybk%Bd)Z8jRk>9m`Z~;+poKL^-uSw4QyKH#ZZPj?Y*B{D}lO11qR`r|E6&tlnrc
zvq6LM)#})#ZXm^%&JBOIvZi?w0>B(VjVZ{BOyEh*So5t*{V($kqAN3LFQKGi!Oz<J
zP?HE0$!{(H&C(2R8cktG+lV*kLmm@;Q$+xB6A|09+R-VEj894V3}mW-&@Z8(==!xb
z;Q$M1*BurS8_N$s7GM`ZZUHD4jjAa}#<+O7hox<H&yAdcuetqgU*fEUp>)rC!A5}}
zZy4AwEyUNV&pcu8jE%*t0{F?*#ooRXeMnY^?~aH!wv)?d|DK-8OfW^CvOHktIjNR~
zA)&l6#vi>osKoE{xa#6S{=!Lpwiw<71U_`su0wU^L$rabz7?jcFB#GWpz1#qnz5j?
zG!H)(q6RSi{D$nagk)2NC~ZZXknWs&rCP_LQRBp_sw(cyTY{m}bc;q~0Ott0KcNN-
ze^8umw%fC*aah6w!cf*T1$YL0;%$ZN#Os^WA&PVr6*vNuX~Bn5&X~_Ii#6-AO%dJE
zw!|@xEdGCxCB$~hjDETFb)C<j5dYPkou382uAZg+T>|O|*QKw1*DA|%7@tT;bz!%N
z+498nF@F~%hK!!2)(yYMEdU-Yn#$|+)Z5$Ja~MuO1)H+xmY%m#Q;WI#`c_K%6Svjr
zKQ;FAm}qxFjE+Ki%*7>p4n4mpe-Vh^eg#7L;!9u&P~okt@gW0yi7UQfa=f@~Nj3#5
zTS=MIY_C7l8YVteytWHPDqKnsxX0dwYakNOcJc<PJeKQ^7zKLdu-KN<1aFFBo*sts
z8)p>VO<Uc2FB|=tXfDJd`#f18U>AGr;joO)C34L$SK|czgh|`SzHRy^E(CeYKJNsi
zb0p4fsF#=od*zRxo`kQ!<bX<wY8r3dtPv-$1>;2l;9R*GlSKF*lF|O2q*=DVebXwA
zRy2N#Q%_!4J3$a6EPE#YBYFTGV8>l0hDsO^d*a{GVya(sqnC>&!PnKbj|PqY1ypCE
z*UM$kos3QeYn1^uGz=|HZY6PbYpb9sHgS%~ej_l?N_sR}@^MsgUkv9t=wWMWr)FT{
zPy2&;M4Nu<G6#YPsPRaa2_@$yw08ME43N>>t$XURj64e<H@k2Yv#SL%v>+%bP9IHi
z;L>!Ep~hLa>3K$Gd<YO$YTbei;l)^2=le#;GCw6H*0%dqYv4}qd`fO97gP?jF-`1W
z64kV$Ft_)e6uUv2=9EQ>vXW4K(tvqq4x>Pjh_Q*Ldrt1|EMCyCV(F(RdXOZKzozVK
zuU-zG%53iKm5k>81SpYHyLgZ*##X&R0NOwXv;q|%cKzdWrJV<E6(2P)q2sbcYUmMe
zeqbIdzaO=~ZZpP>c|NNh^o~tLNqLJ+2h~!-b>_-Fx9zAOso^wmpXE-a;6Uii^N=Kv
z1oicau|o5axw9*Z1hm_$?|FZovd9E;-;&?l>>k2YyM_;gdw_bk5)q&TjgbGgH3IMh
zUk3=@8nE9x=Ogi_4dtu~^qB~3)jurp<uK&~DDtjzd-p^A=YG*s+-f*ATASlJYb@av
zb-<~j$k8ya&&p5c3YT#>4@OXMa4^vuZ1H6{)a0cNpn4;Tq3+hUaT5gaRYflP6E3Wm
z9{*SAy|y$7=}x^(amwe<hsP4ZtR(j`YbJRQ!vrjTSpA^*+BZhf-=sV?|HuViq5J9M
z{RB=`l4R%;va=kzGnQ9S(h9@F->cpIZ|!FeR##)fpV^t*wee;rnctoq`XU>&v?eOt
zrsgz3>{}KY%l9`1rPdeDQ)C=ItgUU$X~0CNvY0?^t*43L1t0cO*#1875Z_lbT^T-@
z7M_Y|X-e8!YycwG$dxm|dHR=2>n&~AGPQM}5t6o*_y<BsVP8%{;-eVYUjb3=w%uOE
z^S0V$Pj811R&(mHv6ZxZjYuk;kIyjjqrq2<ZOXIuZs9q4A8<9^45N&^ynJ{`l{FrP
z9jR>ujUWn=Ne{x@YP^CZ1kaD~f5)cEp`%|}TPslqXV#>-xWNLGC6ttu8f$T<`vqBR
zY$i;<d5pvCcuSrTyBR;O{fIn{PhKlUm`DLm;Xk*9`Udcj8EyFi2HbODuLJmYibAXc
zoIK9=yri)9Q(cs>sTw?x;c4X=P>Gr_c?U|GFIKZ|RtGb#zZE&}VzXO#YLE8$DFHz@
z02e3k3?@GKt)&WH?Qa7ar-#8e7z2gsyY4Dve36|gL-I&1w+OLP6=wxk`PkK@`NPi7
z^9QiMw5^;O(LH(a=sd=K76t)5fR-5E50IX(wD$@9FP<(1TpOu0oN-Piz{?i>2cO8s
zzjy(AA^5K)F<;Rb+Fxv@F4igKNUUP;ZofwDfFV^3x#Wd;Ne8Y)#@d8(hC(V?FbZrj
zc7HJBh`xj<6&LrLHgN%_;$i%O+K9bWI3Cr<zxreX3!Z(Y4O=j7Mi91J5F=>slGsFR
zAK)BoXeS<gc<{%ZasX@Pqe<|6_3#BYq>2{+`C%(;`)CY{y&?^9pAIf|%XHQy`#W4-
z+9*g~0^Ydye~CMovTvCkaoM%JZf<Y?&U6zLo%^0=@c*t;wFjBVmDZJP7U^=~BrvxY
zOb0q2r;&J{CFaYSm#O9nPZyW9JU&$a@%ad0Tsj&ive9Un7Ct<z!jPdf{U0Cv6~O9|
zm=o5s@1M_erH^Xt`d)Q<zHli(=&vWruRxs3L)G)Yw4J&a(pUr%CswL}KZ2Hf_8wh4
z>9HqJhW}%*#N4smp2uAqr60JK7xh^;wbIE#rXiK@kgm2aUjHR&zF&<Oe%60fo|o*T
zc{-N6C`tjp)0BT{H~nHjoI-CwxV}H{jnra-NWJwj4fc#M#Q9UMo*K0;?3D=fEn+3z
zE8z(Xgl@+5{@OeXVz{nw>Sh9hD2XhsbCUlHho?UXc$hSU<v`U>4;L2=#j-ZS3zG+4
zPQUj&iqh`X=7dJdPaopR5D|>*%Ywdua5&C1ke0XHCE-X|n1VuEP=6}T^EJKlG;V>S
zeT6&X08+yU&@IhgT8&<zJw)zXQ*sZ1+yBAaTSry>c6+-jg3==0A|>4=9g+ePiw+Tx
zl5QjfM3nCCW>M1JN=mcnl<w|&@5S%g``Pa}`|L5!d(Jq2ImU8`tZ&};oY&`?!0KT`
ze^K$8+m|zlyFdK#hdtBI_n!B|-?pR01G#nkD{LxT|Fz8IA@+#-616Ph;^MjmAND4J
zANs%b3*a9~{J%^#lodQ&m=YFzjF55i!<^H0#+l?n2>hy(1%IMBfeCzxiR$@MdP;04
zs6{O0r}rzHx`|0hu(-U8jDpd9lT<efG%t{<Z14Z_<^Sgii~n)$9z6uE=Nab#((~g?
z=Yw_evwyE*)7Y)*7PXGI?2#WKJX%;@&KiI>rU9$n@-NEio{jpij0cN)s`yK4J}ff5
zIq(=*0V`YvsZg=Irba9hk}PxVfPjFo@bDk{tJlS=!61*&<YZRrAG%OVo7(=BxP(EI
zmW>Vh?vM6&21#8cMMca%Nhb)mmnKbGaQF=0|G%EP_fl5ztYqq;q`^Ob4o2WmA=3bS
zSat9nq`0`4-V{_;VfP@_(C+|m-{kK>Po;80NLABb#FS|KAhxc>#uU870nl11)bads
zTC?V|4jJmy`V){ET#Dwzj4~}PY4C5@CB$m;6FWpf!DcWuup^i_-98rsRGGfylY4vv
zw5zVZvg_~PzbDEZ`FA}Quyzh!sTJxJvA_w=j6ifiOV}Q-vylV|7NT5<nZF=wxU+H>
z+`$$&ZfP`u*oQ?V1i%?^TI@)h*VKsl`DT~T;Rm;FV!~j76(jV-6|wrU^Vd|NT!Ccb
zW^Z+^nJ;AcGND=ERtONjO$e;0IF5MGHrt2Z=;qXp9V+ycd=JXC&)mf#qQFetgAE?D
zlL-81BsvQ#<2W8}0zc@)g@1FPOQu`$d3y)Sy?U7#)JEEFVkkRK%ho@wudmD_gDE@T
ze@#|B>q?%Ie2(I@JEihmMB=M|rl>E$NfJ03-@77!!jAu^@f`(KPq3Z37pIjy0vVAI
zg38qV4+FAn1YgPn3!4{Q*u%UnEQOTcPVR6<E}MP*Gu);Ni}EZ1iqaN1Ae>!i7+sMC
z^tpefb&^nMzFspiGO7+7*&U7QQwXy9eS7@RjcQbq<ReZ=yE$NK=XfMyASx7a{OIFs
z)R$Qq)YAP0VGZXtEQ(!&r$>iA_4?u!W}GOoevZIAWJb~>E26xM#3+17yh{G|8%G<~
z-z`*UXZ^2l96I+U#Rp-N<eItFAH3A?baZr2&PtNqD?P}CjGn<;Y`s!?Igh^61QX}$
z#ZZ}sN%lA298_zm`}l#rS6gfAL(i!#@K!>bt#j(|@sk@&_t56Fn35=p%_cnqEyes%
zTKMVX{dc6{qrbN=1^Gs;cIoAL>iN#X!{uf3hhO!dxi|PcQz_xO<fB>Gqf)8PLVV-@
zlhRCRbw~fZZ@1pQGp5M*SYdacgiL!Q>_2l{&0|k6KoSEG?eRqAt&@|Qh=|JVFMMlm
z1f7L)JOneTEJ1jCcK_^1+{lO*fJvhQW>5RzcWBowtIZ1psSve>XB#|7OIm0W)6Yim
zDL>ymsc}9-IhjfFKN8WIGkSc<UHAmkj5xd&S^f4}I+@^p(q|r&*N&5L`?XEji}yCZ
z-s`hJ>BMG^;}JobwVuRlH_;nLjmvOrN-Tg8TfH69;c4=6cROoGqsoFvNU$RQK1QY+
zMZg=@ih=NCOY{MI$cO1BeYTwml&sD2pea8x^v%`*%~Z{}A4|4@Y}RKb8hT;*AG4`w
z*=@i>FeC6e!V`9IBiJC&gpl}M9;)&mjz%W_bQ`CQOAgP7N!S|tK(uR`@dUqCs?=gl
zKhD*iEkrws?VcS21%L$+q$?6Wt>N&~JMV$jkaqE{xt~Owamxh`S+2e09gV1Dt=gSE
z|8Pwbr(c3I3m)F{3F{wz6M_HN<X_|p1o{7Ape>m;BqYS;;39W_M?KYGVo>yQCSe3z
zCvZT;Wh*!qRFDTiz+}I#LUF$*aG<qwdK6MxDy%4QnU+w+GuHou3yzdzp3T?3NY%Dv
zUF_J}pXJei|0`Skgb%+X4=eWX^hWAm(5fC?Q=Pjxo5>Fm4O#iH1hQOU!}lGt(xO7C
z9SN*(%ka@iwu5jav-WBHcwaX+2na4NFBdApbnVb@c(*JHFezVwXquld-m4)(0a{0Y
zobN28+yv9k+if6vv1!jR(ANj?ayqE}xJ~f&@sp)Q!g3psMG}hrzK!Vh`+I-naS)oo
zRa<Y(!74wi_3cX!tJ$d7*ihqM^$)w(e%WLe<JRwbSI(DtK|Q=C-zq5*)HeS1sq6o0
zzjH1T>b#Y<9K5q?L^j*lIA1<810K8KSk<{{6`__Bo*PVkFMhdHd)pd^iD$>#ljwjp
zM+Lmx_}cSuK?5+Q6`}^hcPn>AzhXz4nNBpy9BP}8U~hzk=D=dsH!v^|{^Q@B9ow@k
zcAL<=<l>S~mHV6OifXg9bM`m1`F3dSS$HG-=iI;f`M^>;TLUzjtF0f{*_VZ-#uk7^
zb41cp%#uT5{xO<}R5GIHK6HCt-}|(yHtgjhB^%U3$oyInu7H$6U)}^j5f=fF^TPsb
zOSReYz<^(t)iYng1Eg(sR=3FO+C?D8^O_HXL?CM{{H(#a%>};mY-ntFr=t^uO{?%X
zSKmv8j&&8(25j3;mIjM0iCx^>@>~hy<IgW*=l92jk06vi2jjZFuBdp?GU#DRR{(~I
z;?v`6G7v{<ou5~f&&|q$j^DAbVRA8Lk#>n=&IAHmrQz(i;F`;xp{HnQ?|T1+khPoW
zyZbd>ofeph$M%!j!lKpFJRJlb$HxvQigrSiGKnj0_9iol8yXuI78br7AEQNI9xV;n
zkG{rb6DpzbMT#OB_z_84>e9^~RQmx(frjQUcwws?p-1!G9;&Vqu?ss}H{DppyB3TU
z{)QM9i)d)%X{pVf7I~a%YEHu6jyWDTmihc`9kn+ADp{W`_z$SWafex_0f(dMDt)xl
z;zAP_5AVbLEyDTn(FSn#0RrJi(EwzkPN66n+ak;McqCLf=uaUdywId0yh|@(HcuCx
z<W5xXd7eM&oJBvcu4%o#;GI3D-Qd92bonvoQiu50==eBi_rO5sA5G!Bn^<FPtA?i0
zv&%TAl%~s5evpR}_j+?df0Z1I^xMvoXqstY(p}inY`luAxcSuFu~0!lVe|UaR7269
zO0^+ZoUxGB8lmR6+u+lwho)0mrI*FMl{DizF{iHcu2)RvO$}=sBXn^WH<-q^f>FjX
zsnzZZQh!6>lugBjrmBMnHJ}i!Kf3GFqstVdnx&qAWFjv#S>3m2ucpF_K*-@I^mk8R
zZ@Z6QAk5ijJFZu5RjzNPqfh(bB33^-e-^a(44MQltd4g+BPUfH86=(A3#vOvI(<aC
zMi4)yD>G4OO%KODS>vv)b4~mCg8a=CCS&q{P!j|Sp4$x-<U25nF$&SEp{mugMR7Rz
zSxFxA3GCq?g2qIF&xhWaJ{V@#YS9>KpcsmxqTm5*#uiM)uLo=fplvEPHmp^a^XXM|
zcP_%G`v~hEGKxt8@p+bplz*47pJm>NIP44~n@xrKd{U97{GFTP^0+U7Thd+Z(OA)Z
zmS>oNpa59uy!kwkY#x8zCH+tVC2G~p!Y}HXW$K?$bvKz>P)Rj!9y9I42fN3YFWUyQ
zRiq%VqCD^-%7)56^X$|)51kfpfF`&<sFvlEvt6)RKrNkN(8{h6PaMDFHjvN2URc`-
zB&~NcyDCHPtXx7F_54}2H&YY>o4O5Z-ZeiFrytqk{xsbGrUB3WO}^N-YmHrDn|DR(
zDcaUe4`V|cR4e&4>OC{n&IO-(2@4;uk3n#gR7QruaihMRiWdIoa_`sup#1z+yS8q$
z!Kdv}rL{7vR<kX3M1(^ABUg~bgoV~AO+*gpp=blPnCW60lbkODk^dIFzUkmqH<X~-
z+8km+JFE6K@u3P^%A$9FGl8;d7vzsdFAwJq2~p?-1a0<`wM04IF$8^5N-Y36Cbd^q
zUpur~HHxpG?#0oy_jiPQ<<9X?6R|Sy-c)TQ%Jp(RRi|dNXGK*o%_d3m>*&I<lI^pT
z*F|4m`Bed=rEm=8+hOgM`5K)*Lqm~HB@)@xX_g2c7FIDz`Qb%RCDnYsN_V%*YQ9wE
zmJkxZ^PbY0$f?wnM8&5e679-8r-aj{mHZxOJrv(VzOH8c=Uvgc(0N5|__FD0w^rQ4
z8Gs^%b8<u#)s`c&y1sYJSBi-IRsESiozOZ?Ci6stQ0kVaqK}?udgPQ@RTn2iL@M2O
zkQ|$ce@PVV{c08WudsL_)97D#w-027iI43Bd%2oE59sll-gR?LXrkJz@Y6lib)~Os
z`T*)#s5?hdJ~cYkVoiI+Q_ZLVPlRl86tD9$r^<}b$p6&k_oU16_xlFjOLO15Jl)MM
zPEW2sZRwnrOP*dx6LDllkG^3H+L3wocVp#;jCFIak1^jG%(i$v$md$1=CjKNfXOyJ
z@mW-NvL4g{SQ5&Eb>WTeQQ@_{2j^!pZ`zseUJxHKIc`trU12>{Mx-`-VH(DKZD%hp
zyfCaSbLC`N@n~8NP(+OpXA$Iq^;XTe2v=v2>DZkvQrQco_-32Zo^)Y#W$Ey?!0U<T
z(^Y<I=i+652^4O@dS{4pF7^qzITjAVSFk^*r7BSmG5%Yw2qkZ4)_o0a@TB_{(&YZw
z?#K={+YaR<iJJ0*S2Zo$ZB8bJpf+FxYBvLOsI7pE7R4dyjyrK<QdjL&^VP280GTeV
zV)0YRJW*}t?Vrd{u;o|Aey7CrRn+G(-`M<}KqM`bbNXK04IUcNgd&4Tp~`fu{WBsW
z<<;_7!$^;vEL{sq7SeC=^LKeH4`*g)Mw3U!Y2}&uxcNerwFl)HbZ$>O=gm_l3UHY{
zFI^R6c6{86S%mH?pllXng+J(js;=4>{n%1{e0~+}COp|+uC>_cSfI8(nl5;{%Y~>B
zebdzAtbj5!OdLXz7-szZ8S;g|vRmX7F5g{Dr|nzRwx;9@k8WKp*ByIB;bPq7gf#K`
zs_b1!ZRoc1?I+dME3-h(?_~DBr6GAyT2xE+F^2Bf;ddj&z5wMpdw!x<)o=J_`7)~h
z64V^3UOy?*Med?{5V_ED&ClpO{MmF~YO?BhmugwSX>(8kQFC>?ChWl(JnYrHRUuYp
z8`7&XbV4l}R7!3_DT2ByJk-P@DPk~+(%a0kI{j%nr_w3OxxmY7`CEXFGvtC1jhVS0
z$}N7Y%b~hf`!a)LyCztiRkBI=F{Y=$W5beRlW0mC9flcR*D$TK*3c)5yFAmG_TzzP
zqf8nV5;yHux1sshONl8l#k*;el9KE8y%GG%$~QVCDQf5DQxd7DC!tQDt>89StMVio
zuk6!ruk0#{yDz=T-1*8e{3;RVFS+pT#*aSLNmNKyF*&QPbaq|)OL$VP^v9*9l4mf6
zDDJ+vI~fr0=y6~?L;$<=2P}#sqy)9vEM}5{cuYmggD<EAI|WRi*>%2s#6)?LAz=5U
zf2187ye&+R$ldr#>^y_*t#}icsyhG^WjEVJ>Z!fVoN8>KfI=V@LIQC<p#BLYu5zM(
zG0Pu_15uHF&Ev^QKGW%{O294bG8Ug(JLVfsSAH%*F`t>4Rb3R9rZ}5D6Q+-jpehNk
zUr;`JR-F3|^3Me$9sEbkvL1=gicSO%A3u6?x4dkA9CY$_9IfcrS^Iq(I%>*41tzf^
zjbgZ3ZZEb&W9VPy{oSf4o4+Vmir>p+vYf6`9=}PSm{3kFx9wkPT&}}evm;x%oT)Lh
z=;jOiHX&)CZch8Bx&6>u#K6EC??JK*7`>pOgXX9kr@tiD-#TR2Ich5{@5eM&T+(>;
zwvtj3Iy?E=mL01=tpt|)MNlh@fh$S*imnn7DPKl<>{Q&GH9JsUDSDvo#U90;aq;T`
zT&!e+PH%B;c7`EU%D=mMHThmRJ_004X}HUFfh3Eo!~sIpr!8MnE@km4YB_G!+cDoC
zW~sB?9EGxORN})(DYTc#-MTf=QP6(%Vy7xylp;JiX1egkjgWi^Teg$xb4U9!$&p)N
z{`mqcyuLad%YYsxdF##NX*v)+gBzuaB*VixUnQ`NQ8iOr#>gwT2(!DQ%g@h7c^gr{
z;!J^QhL{hHupg;b1g)V_Ll;ov9OVU_z0-Huo((IV+$=2Pn@-tjG{Q-%{j29irDFxd
zL3<x#vs6_j`g1FHrL(W(G6$Lc9C_4vq9qM>1gQnZ?Alhe0)n27ugSI+is-VeE_+a;
zx3jNDCm_m9yWK?N@BgMH&-1>>`e{(io@ybllPiXz6;WWV5F%cMMTVC%z?T2#3}RlK
z#ne4WfpD;rt71E#d#AFNR<^9rq{CCvbWS34v9HU;J7wI?z$2|~+<at`$v&@0afcUg
ztxd+R*hOl0q1Q!f)9aYk=+h8u+dr@(pj9tKO*(X4BKk;zVy*AR8XE^g`Dn7EZxTZH
zQEVDJ`{5tw41q&Z0e32eRCby1CWhyQ1b*k`#uxF+rsJ00PTPlJYe<?>$|1|2S>`G3
zPp{eMm~j!u6o!|t+d~kZh-2B6ALqtsaksQM*>%#B+sfVj9({86yYr0sck0y&xeH50
za|1>HZf@~ugjgYt2${#aXNAQGir<v*PwgtpPJrN!hGsJzVwTOsyWeJy%O2KI<1R+y
zr$P`heP=2oJL*@R3xoYvlDB$RU#Z8;FvarEj8zF*w|;P3JO9*$nHC-b(X>-oo|*YP
zzGFI?=S?ply<0xh$8+Zm2%Tzel}>%l7~%a@P=yOOR{8=(26?1!<NC>YhpB=UU&K)G
z<?eK?xCArH)~f4DR3@$7tjVgbT+y3x-JNwsLR%ZN>`y>#@bwcr=1<{K8Qqb3DrVZZ
z4?U%&dA*Gp)bdX;qao3I?(*l$<z{dhf}EgHO091FnZ~TJD}iBDQm<=PPXSoN{yY(+
z$k+tDeQlROws7UbI0p$dg4cljHpvnP<*@WF6XD&N*>&b%Q+<N#P*_DEcaav<XY>YB
zu-I)WTtoz^B!Yh;n)+fKJjn6LT(`|&6Kcwe9XdkFOuZv027vt1dT64Z&p#I9T%7%Y
z4zarfoftYk`N1{zEea$iUnrt(X?Zzs*sjp>3iP}R>=YTr=EnQ_bWgr3;|{-9CbE;=
zJ-gd&AXgN;dYR*SOgL7k9r{=HnxMxidnj$DvXY7mPr1mtI47i;ewl-<#QS-~IHU8~
zO3398>>toDx*e3P@Dk3NYO2)A++12^h1|SvJrIiN814slXZ8V3mcn_sk5;szm#W{I
z<^5UHf^Aj2hMZi{cOJDXHvet9`;0Tvl;WMy_7Y<8o<Tkj;AUE1R*KyUY5{J>cCa!I
zQRGFYRam!BEd<ZE1gd0O=_}$R{~^kl143E(gvy&pe^<BJ$&^leYOY5Sp44|AHP~+(
zBXOE)Y7VCplhBcivuRqAM&HV!8#@+knkc29Iu?Itc0wbeAAB(*bt8xyo9BoBu`Kdg
z?(4_{5u?aJi?po4!S@hjMrVdTRHfnf!wns20(yEWn+9QRUzU%1LcbiiZIrgdVCWv7
z^_6oTm{~35FiF3CE8&a82F22LrK;9IkvSCq*c3Y4nD0syI8ka}U1b$s=c^UJlwWv4
z%p<P+ElY$R{f3_5#S0P0h@5Q5g)WDTAe*AnD>zkCQZ7K|S~MeH?H-!&`W6~CAhA1~
z5LprWeV>)->34O()Gk|@#3wS<gj{9ECM@GY4kjDByWe*3T>GL8Wc?1+L<45{c%*&T
zk<exF+3AmJ)lOd*Aww>jv~rkb6tyD`sV^>v8N&F??B6Totnf3UXQ3b7T54Ah=hCZ9
z?p^zp0cvN5Bqz<l7iqIzDIA*Axk<w%V8`)(Kke37Xdc*lR2oYO=hHV|BHCOO%Y+&r
zU7%4HDGq;wYD0tq19ZOIzcIqxuHjcx=OiHtwi$nvG~xcZ)Y$5^OFC?&Ob3<3X|KIl
zy!d;Q0ExUI%Clx+d}h*&p_dcLh;*H$ZmzP)n;{UQme+i;7-kI7<5mJ0TW<``b{p3-
zaJ9Aoly0?`#mZ&=%LdjfX&{=OGObsqEo85p_IWw|YN*ap4#ul>yBJHxnv|Thf2D7a
zh3~97yAv~Ko>f28r1h}O^TrLD8{z5kc`4^$9NJdF*%sxKyiD)BK8TlGd9yXqL`uXR
zq_jup5&8rX5$f=Yj<a$^kHtAAtAz<2a%C}1BJ_zBbVWx=T{E}d)p9W04E9!K?-OBT
z7xnudZ&F@ND?ii9=h-YDn@tmSOJ%G39Yy|%kGa;DdXL)hDd+HMIfTKIc#2JCk5qY~
zY>c#E*~xiyt{`1)J<7j9vTiI&PmO9o{V=SrUb&JAQGYULbX^*gaoF@7N-%p0xc2xh
zgtzU^=3GLdBwnulmHcWl(VJ7*nfVL@U>AEr?OaiAZ^vqJsz}{<B;CG(F=fJhMVngd
zfH+lTksDF^I4fqgoCRRof^Ayr)otsZ%3YNVseYWFqF;#CJ&$I71$;^&rG~}tMB|nP
ziDymKR_&v=YT3ul-i$}`8G2<?6s?$8I|wo^k#~K@!N*m<yt-^FS6m1PkIf&@X|j&c
zqD*bQMR=l$;K3Ja*LXa5%FoHE>cR3kzx2&p!_lr2X2Dm4;}gMC&XCJLvBZcSXK4b_
zH~oQ7r%o;Sq9wv^8C2}dZI<mVhQ#<|r?%=HcE5sNit3tqXR%<kQ0Q1ldc#(EgGc3c
zp<hGnr-Diy-;eY9gxGIxlcN(~k$W5>f`EhCmbOatmYj57N(E2YUVzSBQKc7UakE<S
z)(c#bu4aplx)l$an0e8odCXofMd%@@QlP7@=*R@G{aQ=;)rZ|tP^Iz&BhEZy9nGmz
z7Ky*uw(Hkn{@sVmD~nRQ0-;{$C#ueeSUk?{6BI>*YXQ3id^$vQ2|lzesrFkQf5pQ1
zqlO98J1|(ix^yAk2e$wiADxxEP>S*z1u7!et*g`?&be|)6y?Jyrzy<fhFqMd<rQu9
z%g>4Le)b-A?<qipahinY2sqPHi5O+-`Xk97)cRV4b&MT`*5kNjvwm#IEe|YDpv|&j
z+L9LD9Y*-^m_=Fo0*I<eN=>h65!?R-8n$;&%AC+K@6j!xNQcz9D!zbF3vNo!l_$|&
zv__sq`xx2Tm7R)z63iB_I`hYSCu5+6a%<O=y+F~(D3d;b$LB=oZngrg-0W2BH-@u}
z9Y2IkuU^vOtePL5Gst-kW;6L6e|$L|)0X8P6Y;@t4&3;GV2VnJTHI8QIr6eS>0k+_
zPEs;tJl$H}vssl%9?~VEYu6~v6y0Dg#T2HYtU&DFbHA~-5Q8+8_*dS9A!QDq<h#!k
zaeev@-mTEBR^HI(72UOcAXiE)Sa0Fi#Z7Pg76~QNbN}Y%8pcKAoijri;~K3L4IWxA
zXKOt#U_88zn>bSzolL2VX%9UhXTzY($1(L@byZ*t$JMKLcV!-p!q0Ycz?8`*%Kp_n
zzQy={ZCJ+wsJE(Qo5+Z~c6l!hsfnrJ>h;ox${7p)$HR=*&Y`w}b)iVlbT2uWNx!J&
zcK3$0DtnY3$KZ}U@FztMPe<j5&$o7M)`J65$B+NYgD$}Hpu|rS1s3oTe|a?Fp;mPm
z^!mW!7!0NP;$w1hJ|?8xdk=Jf5%5MaV0XJE<i+|2I+O*IlJ9jy=(AHGQ>8!5!O8ZS
zaX*QL_oCK60At&uQsf*Y9SV7|#hjE40iU6Fu!$841Fw_Q*?UKUDlzCui)>y#&Z8h}
zOZ>15VKz@mDqEk{PV;{Ik)-|9IH&f$42;jg9a2RBmgNMwlA$pbSpqn9HEr^K+VK;I
zeX@+2h`>cxX3GgWYPwMqya{N9wm&Iumtb+V+XM>6_^p%jKHpyAWF`MPG%J7%-WQgQ
zFg2Fmp@Wt#ylu%a#vA5+PbLDw?*Gh?_doV;!S4lnegEm}D{F6QMMan+0&)p5pHlU1
z2e9w77P3tLj6IXV^m%_N#FS+uwzAb@b>#lLJAL88=#u<cd|Sb;u<}C1>pskD!~)L3
zD>17W@af@^QnZUN{E+7{18n0Zethn6ZghB}uj<Xl@3w&f{7|9m2TfP2sDD!UNUfVM
zP{1Xd#_~^}7&O4dX(AMR=LL+Q&D@3E5((FReNF3+5apJNo1V|sIrszyq5>x$mWnVD
zD9tMT6D2<V6JkMv5}ueYToiQeLnI^b20AAPONAv2?(V{dL`~<*2m%M|zVN{BZO<nD
z!XD<6Cr^M4=oRa;#YKZlocrU!@ZXsdW*s)Wl(r{a(ELwvpi6vp<L+Ae`4V^-<U#FY
z=(%AIPy*f<pT^aZgrsf8nwmQ38idPXU*!DiYC~nLd)5m??Ik27)0|7lOlR^a;FF(b
zW;W4{iAF;u%RkD?A!0tkAZweqU%T&M8d;+p9xd!HX2b0Uy+r;#?XJ?Z(X^9NYPoU@
zVlh>Wj*3crBWtmbv6A^6TXw2v3kULryly!#L4i`jvk8v`4|j1toY(#ACiGGn-WV=3
zfr}E^X1Plq|EE#m20301t|9@rEQBipI{G4~NhlkU4H1#oNkH!gw@F9{5aFs1eQS@8
z9e`=j@Y8gYc&a!!@v1lfb}tx~$X34n?{H2C>ihnY5o~|}4&Os7-_7v=wer5TjT)Y{
zOJxVXM4!-sNtoUJtqZ|b0rbCP4!yClv0={@`G=zzOQ6B)JqZX5Jh)1|%bP;BXUA(d
zZuieH^mlrSiVgwTb)U=>W7lW$fM7^Txw{wJ-{EuuuURfAzgl}LFg*UF@-q_d2&pBJ
zPvrJ)t`bE4@O3nxi#tp71oVGeyMIw}&FcWXfbG-z3t;~lJ?+!&iyVg++Wi7!%%>A`
zPhmu^I}4&WSh$49fGBX(u_LoPIt+`638~x~i=9*l2lh43+k23G^9#K7`=uo*i<6Y!
zQzw<3klpk_PSY7TJWGsD{3{Bl*zfw}^i*t`yXfGY^3I>QQ@>zU9R^_C_5v2cP_o(j
zm#<jUs7#+dx9Re%GM#&S^1xVOwRwL#vgWFPdh~!m)HiJW%~$_|Gf%JuR()sCe_aV`
z#E?z{lGx)1E4!=TfRM1lY*w}pE~CoW>}*Moi4;4k91rqq*56>(4*gH0vbdPpW*Bu8
zH{9oPuob~ZriAP=sfQ4}CZSAWJF0#p?JA+dg}B?=F*xT%;V(oap-p=!{G%3V)ia!A
zAW@OGUkShYRm->SNc=a|l9za;7d6dMkucT^P&VL91#r*F1{Z|^Vv=zF<_kQZ&PM~U
z<=0mgDQReY1)Dn1=zBvCGX+6D(7uy2GIEhY_bxBz5D*af`RTVT7gNx9;`qz$*=lm_
zDl7E?YZ74$rH@?55z17(AOBoFl)Kd}7M%Zf-Qe!x<_e!4N4>)i=Q)yJSF!LR$*@Ft
zq|%jW*Xis?xqx`G-G&T3Ev-8LH$kY=hhtny*lQ#if2|r9I?wYBb;j{iVeZrKQznz-
zuEOB3L509nC^R$@a48~T*s1H9;{$eO)cxob=_TI<XH(oMI$U`+z$ZRMwv3Onu+zPl
zFFKty$l`Z)e*PFvGtO4VI$<JBj(sfp!s7k?CoXRg30uQxQ_lkj;am16!0)Is9d1i*
z)O;IX{S#0EL|;K@G<`S+E=Yh!@k^ceJS(jk)JxugGB6eiPF_r}XKh{0hl63`JpE=e
zx3f*nO@Xe@UgrmEyw9Cg1!Fy~ohMQ5ThUx!0E!-Wr6dKGehX{*UY&P>hgq;RQAUjl
z_`tYu^C-rAq2ZLpgo2K|(NuMPHw7+w?lnLW);Sh267shtRjAb5j3wH3-dQn^Ft-ju
zjZx1NPHw5V$d!rVhJXP!n2z*jbnTZ1UXYOpz~SfwcAS?LsaGt){bSivvhe#@sm~x-
zoGY)N$p28<JRBzuw0M31A?D@G@UlYVvD2~F*=&(=67b^{nG<Hwh#`e@D4t>c)}ruS
z%ITx7M5r<+F%qVJ#%gV`03~%^l0=8u0)FTRisb2zaNcmZ1gJs}mA$b)(UE?wToBU-
z5iz_COF*_i1lA_Avy?_Cx0rG~+9BC6t|d5ptYB+XIRGq))SYmt49uSk16U=*nJ6!=
zN}3M1Z=J_)pdVWsER^;2$!DC7(AQ`3eTCN0=>EXlQ_yE*1O)G(Hu}1^=N8NW{P7cG
z@Xq`M*KC{w9fR(B45t+aCaQ{8f$ZEsceewYz6Xa&<quXLEc=Kys#Z`T7yPPSX%Bx|
zN^k+k9TRoFz`tqB^Yin(smDip{$FQY_Xe9RWe^OJc|Ty1E1`$!yE#UnNMxlS*M^;4
zuaB_o!=;b_Xk*XRM4fEnG>u6KlQ5r(kD{XRyGxqU!F>Ta?&|NC6czP$>jS06gVAyp
zC>sL^)J37>pef6-r+Mkaj^IEK7DO2M>Edw0n(q$qsZxcC2H3*&V&Rn!fL>OR%9yZA
z5AOdOVSxu_3;=aU{|p%!V=Oj>ScbxFF?-y0i}Y-<oTW*5nw{m3-2RJvDGG{KdOztY
zt~l)qQ#z13SN998-~Ie_+Bpe1Vfn^*q3(*@jpR)5JdWs<!rXLH(Ao>#rhEU+2^`>*
z84!o_n-JDm&Xgt(w`f_-h=iy17Z*A8C*MByC8U{+bX<;3hI=n%C2II`PQ)NhK2Q5a
z$~0S}=|jL%^nyi@X=QbF-Ckbw&3JKgZ-v>bP|p1rwikb-`V`*2Z5szN8AYMg9CI2l
zwhO-aQtErZv~K<`IXE-B#oEEzoY&!;^|kZ%1O0i94H@NEm>3vs&AqoO8^RG8l)5!U
zj}WdQlt$JpETEf#IUYo+l7m&XQuT=|B<29eh<~=;(K|Lbmp)7C&6^L)#_gk~L#w(u
zvXr}g%{M;`J3}(TE6Q9S9TYlhvP>{R6AW$WBm*=TGap3=HGa---Mu_%d>j~aT`(3L
z^t2Oz8BnFtM2ptY%uL@+TbV}`guj@@w5_sC@{wR56Mi&iX`TR9Q2nIDQjuUS==ddz
zP{ur@0-crC61l_F&(&bkMZ=sLv<Lm*b{>?gVN@k6tCXhW?e43d**iD^V3Ojl$|V~k
z)_B2-KFlrJ5gexV+_kHT*zgU3kq05pZqHCAoNzX6?X-b0L_U5VW2pX=ut;mH`7VVY
z=Co2WD%o{Q0FvtOR}w1!St3DbkuV&;&Unu^dE^2w@P>%*lT&pw;c~C*>_5`Ot45Rk
zv-KzW36$tLa1k54$CQcy<Bvj{pz$4t;UE*`cyNhlJHanYr4vJ_GFRS)Dz*3r<p|j;
zHu6wWB%4SaYC<m8-Z9I~S^*;g#PIO=AK6o7XTsMwVBrVe7+(`upb1c_MpBuC@cP7h
zH?JkD=EtaX`DPQ)BA%1Xfu9bO0qnZDJx_;F@mbzDDTELaY7ZwRCCg8TJKBR+xch6w
zg7M<^YK|tU1fhwfhLXay#YGHIgRZoWNHA)k5nB8zJML!Eqe>#=F46c69DXP!&~Gjb
zX2{2uB`?Lc|BDf=Cg>iY1K?3x`_`ZJF8JM!ANX(5a9hA;Un=w`16ITZ>TQ?w&>EyA
zpU29S14EEfY|-G@J)xRZ-Sh6jJttK63OKTTb*pU&CO)$7uD?bzylf2O?>D;BSaU<5
z!Du2!$gE6jMeZ8t;}I+?JH~}Cs=qVqeIj8Z(NU@*PaQ_$CjNd|rrbgECypP(nYpI*
zSmPkX3=zE501*|Z`vfD<`E5rK`qBQ@Fzvp<hV3uLAhETlW;juy2=ziOAF9yd1lmh}
z!+9=@-_xbMo?6sXJm;;w^0z51i;?l>81R!7E?8RMk}ef!7RPPpw9)y6c1T=buhe~6
zy^apfW&<5uJ5Z%vU;p7iPaN=gVGRF?FYDjW&z4>a{J^|&{3^9d<6gClUN~mLuvoG%
zQiXnu-156`)LrXQ2#11UJM@Ze<7p?HWX%Y~t~aDc0I|=|$Z{0CApchPl)yy%29je$
z_)(U?XB*><QeS%4gC56ghqJl#Z1v`X>f@F@I>|kN#;gXWI)i-S{ZZ=rzdFXdo2GbO
z=0kZtJNY*YAwR*dsWJDe<OoYOIgT;fq}wP*^H4S*hTDzG6h8sD_6lliv+q;wS|a_N
zGw))xk-9V&uD5*oQtosXn8OVI;cyH8k2zc;9&cX<>aD+<If_b-i8f1)=RgFsc`$Uf
zm!{YF>Ruj>rHi)xk;Fe?=B$o2q#ZYtxgEZ=1FNRPqa!xp@dVlbi%Vr}V4G;T?Ljpi
z{pp=BSMDsF;&lMQ0n*`(0O<wR!?MLqS3pJUC2|r<g_5a^aQ${q9D`fPJ5$^hQo;Ah
zC~vhT>1t7><}bCpQpn25E?5JS79dfGcC#vebM)~k28!}PU_d~r#rUo);=S6-;lOa=
zJuQ%DF+mWX;Szd>g}wLa$$E2?vwwJ~I>5of@e_i|y@`^);<8?vYkT5|ElXBt31^j|
zLVz>t%IVWqO^A33=H7zb*QmWXkS7D&EGwn6GqnY%zDDigzg3;-jIrgx&W`1NYxGb}
zK@;lRYN?G+rSP=|swK%+P7Tk?1AjSlB0Q!G{8V>tc|jh18Z%iSz<IKIeTxs=(nLV_
z`K`HG7?_bDo63@sG{EuVyP-e8C}UhU)*%{ay*JRj_IJzLB!3OJ@`sJHb0<1@ZUX&F
z>-01#1_nk~PfrJMC#g;cjgE3w>KRW%G{^vPkBWsy<a4_7G8Ej!50qtPBt%uG;C9Fc
zo|8zFSYj@G(y8j-aSW1B?iXdDFKKC?Tw#(7hivh~a@yY4S_4=)Zz>*8TN;-7AVa6B
z9c{j}u;+)@E?{G>_x!oa+j8@A;*#yJ;U~w)@^jsWaoksrV^r&o<yJM8-b-b@^8j`_
zAw;;8g-9as)Kc4`)jQQKB_Sr@gqS;jG#d_@0X!BFU2N>^<fQc{h3|e#qchYM2AC%N
z0pTNFF!M35igG%#MN~Nt=%#&hD;_l!+A{-Zcse5Dj%>(mMCA&+%Ogcrr_aOz5?=$^
zIjg_dQaeDn;G{OYwyqAEwy1NK2ns4~hwWi&pAB5@LJ00O5FT&Z4}f>4i^Ws2YnP`T
zdekGW1Q$&g4rcSWWmro>b3TfAv=nbp@pQy9ZMNb>I7ebtU;vip01P3cj5-R~-8sYF
z0PasU(~RO_2PlNX_YGMpx%)Sm!b>SYA6Iiw{T@i1!eV1fP>zbUD&Lh9D1fSfa$|18
zUH31EhVvd`m-V4soBj8NT4bO;aC3F4Hqa+y*&0=?$FT8Sjm&O*KH+lcq#~_FG?l*B
z&J}FI!MxmT8)tiQkOzcYkv>-*QCv}P=&&oAKWDCYcq(?Hg=+tt6)0xFvq=`QIde^&
zo86K+avA?a_bH{zdi@eFU8{H_!OYlLRDwJN6jJ&NwVScJyK`aoz;eeqj`CY*ZtnY!
z{E}6Gs+qU`W<JqD`5h{7i{^QI;+&Ohk_KEVo6PRTDZ48hi$B)aH;GF`QSL0YDpf^&
zw>vX_-$6b2+_rhSEhnMMd0G6LwOd}yRItq>P=@v%j5-q<T}v^jZBX$)1u(CAud=cV
z<b@+J+wY8%d-bW9sfxK}fdY4=n^nKSL=ET%fg!-=@CS>MZbSfLYVmKM>_pb1K5^->
zwK0r0U46r;F_c@Xk8&)dqDcnRlGRpO`*P?(hR-Cc<+DihXBKBzB9~=Qm8CWX)x;>e
zg{(OdxAkOBO0VuAT-HDT_UiGx!W|B131>mE!bHTowgf8|GV8wj`?Yp<N(shFPK^iG
zL$glb!$~#shj8<izCG|?uurLIXq8(DuCnN4Oqq~`Dh}R%D?L@C?y77LztIkY=aCT=
zEv?5a(W4WOx7LP|Tz}fWrq0d^1{zJJ<Z@bE{*U7wr|9?H!J?L&;9MK!l*bnt&L_AA
z+em<_2XhZ2tf;aUZNTh;#nq2Q5bfcptSvR$D@&eClh9)5M=?N=Jmb}4kX~CJd%NU9
zODhG*R2nHOm*;xCQmSKh%;{JKq{rslaC>Vq=J2<cYunygz02nu9@+~Sl?{|r+H_IX
zF79D&J079hStm~4+q%@R7KN5>gtz^P$$yA_&o7%7qj~!S+qH|6`kku0)9VkgpK5d8
z*{QYP;ewk$T)Wz`b7LgOI<YzyANaE}hkb#cP`2)Ubk$>dA}-aV?7^$<wGo>oCg;D&
z&bco+C{>E=nG10{6jR<xNak!bQbS~>RN}^85QH8H3bg}wApNYgbnth!vZ|-Z7~gVp
z^X;o=W&~iUU{f&kTheoBG&952AojO`{x<<+$w(~o5JF2mK{}^ZgMm$|5yqi%WUJb8
z+=Rz<ZMCoTrzM3@NOZAAvv50vL2h$p3<c+<x@7^>&W0Uw`?}@mtv;=)40x)Cxz<Hg
z5bhswam@&NyhbGEwp1EutoYJq%DA(<4p%qAe8V`OgY`Q7QjOX|KYRUWmQ0A;ROqqT
zD4<e2b_pZ!93=KmWF7?qf^;E5Pf(TVYnHq&pBs*z`z;+r&Q8d3t_)In@XULvRIV;&
zJCvjsV#v%w$jQRShDCgGBn6V(Y!~OPUNFP{(*W}wj#A^2y5!LHk64@5KYH7SL;`Rp
zX@7o>H^W=-=@%y!yL4dWZNeTQ*M(Xd(&aSOW7|d$EKWc3wSGm+w;gxElGEIb$57p)
zN)w~Vm0H};A|i<a`3*FamUDHGS-vnLL`p&FI&-cL(TPTr61A{U^#STHVW&vL{pr<e
zVLTmHKi`Z^H+h(JUxHaAhCS0I1y#>mMU6j`KZgtF5xK>tPz7A>X5)Yl240}7#I*CD
zC$eay_W<O#`L>@uHF|~dThvURd<D|!f}3!|aI#nlEv?s0U?*3l4_>A9F%2&tLi0r(
zT=E^V@hsaG3U34}w^(Ige>;2nCep?=BAE0jlmhl$=9Hv8!ZPOpRi0=Z3gaJKl78{c
zVu9t&Eo}vrJ_BI3%wkPSa?cTdypaI`Uq{;D4g^ID9*CvLK@|=+M!+BsSLnx#vZnY8
zK|E$HtzoN{iez1l3ZwjlDykg@J@*U8Laj!;_;^ifI<bg4hfP)XTkT3om{F3o*Yyb|
zFr`qO?oO9XxjmianUo?t`U|%?ff%YenC1{ZJLQPR4{4_SxFJi{YMMSAHH=l?QRpz=
zFHYXghuv*48u`3C_oT|ZxSxxA%HFPQ<1C3jlu}CFw~pQJeuoE%4<#YBb+!%~LAlP?
zR{wC>IW{d&r#nvQe1`t`xzpbz{7?#KRpJ?E&BsZKyB(b@ztXd)#u~xpt*IOx@pE}s
z{#Eq$XNZ&l?<;~X-mjCPJ5ndJ><*oj)fHkq<S(2SB?W9(Q|KU%{#jM#O)dBH1!<UN
zJ|hd^4i^cG$>GdCpG7wDK`P}U&cWzwd^VvgNQXu6esc%Q74h;l>{t5}bk%`9O<p&h
zzI5;?y)X8|X!()rLuIczL^uhbW#`hF9j(UI`LKk0JimfyMLyBO4E9MKqRDW@L8{;i
z-g2NneXL3=4a?HB@cP;lIYOtQwAGQ3cM}JOwE(3nd|AvO1996-EO?8}Tx=7`D^jP>
zHy#+4?|(3YS}M&cACG44U0)LLEzu$D@A`Ki@kCa~2u+?sq>Ydh8kGUroU_NErl5+B
zIE-O%`s?O<NwMTWinois7y_(*WazGHAspTB@)4AA?0$$37<xWa@kNwOvU_M~<&S`(
ziHhj_Ooq#L?4#z*+R~?`(?yTbKfpZS-Z{{o(ypb8H0I)Q;;bx=-X_OgxSb%PpS1ZN
ztUBhTJ={P(j}~p$gqM!~(SGU{{vnnc=UQU62n^S%STL91-uQ9u<V12?IQ9+u)c2o$
zh=Y=y<G2q}F4%z^8SFs?T`m}q(ARvpFkql70S<*jDYTahL$&drPRjqB)T>7(VINi)
z@0Og!@A=;%7K!N17Liwbwb=6>M~EP!|1anGYH3GnKkw_;f1wN|Eu+r!ZD$-gi=CSK
z1)baRBk-Xm>lP0|mdxgzZ`C_XO5YuLZ7kW^X@t~59?CFVDmw@dgr<Q&7!cZu%?xG2
zDVV%2>GLP&i-YOyE}wgzTuwQp&pNbMu20os3tb&r+!x>Fz_;=&<yT{8waG(rq_zn=
z&YZStLY4|8ZQqKdp#*saeX+_RkmvdiQ2+P;QAP)u<%}b^s3I=#gVd(fxQZEE#%1tN
zw+ZrLjSC}$0Cy5?yz?tXi+pH$0Lo8`H9LVQqXfp^L#Sup>Xy2?Rn9Y|Q*-kfxG>a%
z>d?mZIMfg^071hY5by`1P0at)^5DPdFi&cYVFmbpx#V61@tT@(H%lxvo->f|0RgJL
z5ems|JRD7(36)#03MP0O;=g1OKFs;NIXCVnH`hA9xcEDU%#-0!&kckSB5)IBvTVmV
z$45vF>Cuwr|D7&#>RtQ|7W@edysVj;BQzkTBC24;JXSpWz}lLn!g2(K!{p`*sJ)hq
zMLV#$&i^+_444V~zuE{kwzf(oZ2z%0;tGhli8#}(a;K&dy2BCk@!dZ#8Tn~`qUB*3
z$$#t2frP&9KYw>l%+Y+O)JM#l#sZ%hlukimV`nF3U_b$nJ>=?ps_cOmlTipLMB1QW
z1SjPIr3tJL0SLxk4Wke_rgD&(kD!jfxoT~neAv}1p5mnA_hwQ{l$}iO5cqq}Kgfm_
z*H8(d%{~eYBS;NExQw{(G>zRN6#%No6mfFQbgqyNIEM;R0>KBHa&oBSA>}4#R=|zi
zc0b0X_weN84d_9`6DBK5y`N>Z<crl@Lh|*=nY1|7{Z2;c=q?!w>vv*^A@3tW$%Si+
zJ5S6`LV^H1%kxkM!SY<yZyOYo9)qDrYJS)9+Ep*<HgLqmd;uJSb9G9bDy`XZP*Yc%
zW)a&zQSM9*X0>Ib^egXMPgSs~6=@adBDtF1^lXQM-RVOzkMoC+MEi9xrAQX2lttmQ
zq{#4)KsOF1)H+cO#!I!<6qJlUD*99in>%~AZ2<XVJz2&F(nzJQTihoJI+kEFH?y#@
zn4f&dHBo62igFHD-1(%z`!Hv-#iZiW?|?zj+;2PSQ{nti8A~Z?YYotzC_+SfL!TEp
zurQWr-NL0F3>pupV6I7FzxQL0L(T3|FefY)ISu6Bn*K``ui4wz8e3p?f?VNu{6vEp
zuGO5^<MO|MEBq_dL~9IO9H_*SDswOBG&~x15iykG=Ibo^iOl_GL2@bYQ8SKBWTav&
z@(U;tZ`bUVSL~fX7`a6N{MiuaLG3Ej9NfIj@RXEd+zRK7l2-*5u?hsAS8zcOjtpDh
zQ`}M!rG?*lS27o42a6CZ1TaqpVs$fS!eB&JO5!<GZGYAWVligWJ!}kp&*C?CNYJ^o
zvl2}1mEv2{6rX=;KYJOxK2s_vCN2)U>gXWLKfX0GL$s>RoUc(52dx1KF2>liD31U|
z-t_*W@^bt97Ezz5<&oTj%fv`n)ryCTvdWOC_IPhEHmIXPxVW?{9*F6Y<KTRs6u$BC
zT4jDG>dT5r0su|c_2GPk>l=5uQ#p`Rsz04PRu&xwZ8%6LwV-)+c6I?bvzNu5nY&tN
z2>JMFI@5=W2hyi9KJWn=tu5YYPSYI*VlGcrmF|`wHYBQf_Vg2)x!AWO{h4mWCASg?
za=o0XTLm(2J(mrx2CfSa$VAMeb$F5e^X_$OU8YynGV@j28@Us@yr@J#+4>pF&_TZ+
zA1*KM7Apt;nbso_zzL+Zm0Da|^Uv#gYV`3Vl>gv)*75d`ygn+_|COsMJZW-!x%MZQ
zb~^HC;UB13I3RkKTxKL7pFCJ%C+YTJP54ra=5Wg6@*pwt!BX!=P85~z=<6&CKUYOe
zObPQnZHRIv<sKFe&ev1R>2>?c2bsG3kk6%}s5D<mVn^Q>jy|H`!?Q1I{(QQvvR0Le
zCk-!|X_ig5P`oRlkmmJ3LEenFM0Pcci+ES(A+Ag99G&WNiP&(}+Q}R34)(Ao9SCQ0
z`7A|sAVEhW^gI{nZsf%c3?72V(Fxz!#l<BwDt)U%7s6ir^<X^<_k*rZ5=2xNrJmtd
z8xdaGEFpgz|8+<`NYzX^n%d9(NUT1L|2D!C2gk_#=-uQEG6u@m*w|Rvfru}EB37Kx
z?AG*$6KNFPa7Tpio<{0@#-gCWO{LW4ww%jAM1GfVD&~`rBTtln%$d34Pol1;#|%c<
z7v?Z^*C~sC*g66y_T`n)StI=lWP)=B)!KplOYM!Eu&0&7f$F%7;goZZdm0geT)Il#
zUBk1(!$XMdAgHJG3am0|1bJLxLQjAoNE_89r4tBQ7k74ofeazITF*-+n+=lNvm4qq
zz%rN$d28-K_1@(e0Bgna3^?ZAzhf+?OC2UrVEdOk(o>OHNirx}d3ax?FQYj(=W2kc
zbrW6??2n#(f>E_Bmua?S%T|G0Ew;N%4&=kLmN9zX{nbfHB)oilP|g=JOQr7aH#^SR
zMB6=0JrhXau4M(Cp!_LXY08C7<;k1yDn$4ka>U_hlMyRV2X>|_-z2IrLCpWbO{LvH
z_Z=Q^gq07~h7n<!y<*CjRL-PmRLIUY$vegSHd?{CbL1%A9!KDzU^X15{fNeF556cg
z>JEA2|IB@2>-lxDFw*0M)iG<gk0}C80o*0>UBB!TZ`)TG<U>nBSJscVXg1{6Vvu>F
zWOl;qPk{O)ya+cgdvW`s3XGqFJl&fs3f#1+6eyct?alsjHxK0kLJ#kf&`_bX8HkhD
z2Sdz)Z~cn~>E<?q_6V0JqM!nILKg{;P24z;z;K=Z!JNz=Q%@=rh%z$Q%nq-L`1m}k
zoFA5pI6gF*ixG|Kt=)tbNW~Koxym1{%2zJQbcCP~m4TgQ_)S@+UbH)Foh|R9<RsPG
zx=3H4X{FRLaty-G{dTjh#-j?9?~*3MCd;`odb!2NP%6Yxz(clYw<8toY9#Vl`Y2Jd
z{Kn0cZ0YROo^8}`FpAfzhBng6gh~RF?$BBS2v2J`CcFLp)r~UWJ}O<GE*rTCVxGT1
zBIp2<c?hLuxIfKuOHHHJjR|x{eypXq>C7s{`dG*IC$k#uKX9z}0zFk|{qUixgTSy{
zcu?z$%BRXT#oM>iOi__eH$b%{$rNj4l?Y6Sa{ib~hSVUYpr|+yF&7#T7%=o^`s{K@
ziFzx9h)u@>&kxZLI@o;O454n-9syM=1HC$nB7Jz(NiW0v8Bmb0lL(WADv<K$>7`_q
zo&g(O3<^mI80Kb9Wuy;C!TjWQf(mn(*v?*FFEgZ)3>Z%}mFw*{ep18%Yu=_HHEz#3
zGzQFpM1>EbAcgTJwUElizOT8B%dIvREZh1c;2I<tXQpL?6~Qc+U9Xt08Rl~ama&kB
zs&#kQ$AKI4=xbtO4ypeJ+K@dypS6K1-cY8tIz)pDiAxS-zUtma`;;=03;ZMpxY+?n
zRQv^PWc4joe{j3Oy*xWJ@+wO*(r$x*8o<IPEppR*?Zl|3-z$M~Fz<2a3$<h&LkE4d
z!aXl#-xkfwlQUr$FY53!?GOl3RKfS{vtr%)$_Epg+02B&8GYR**E@gqAea#4-WQ#)
zI%7HD>wRFYc-yjR0l!7R&W4cOyi0sYfcFW7WS2L6pu*r&W=c(C6F+-sArtQV(dh8Z
zjcd2f1Ao}82O&&riVZBWVQ)b3AMF!~yedML31vPVXpD;L%&>XD1yoA2zgxWXkff)v
zHY_(>+y$KWCJXL`6wrFGdlH2X=dJhG2u>9~c}c5Y^V-Y{6*Wvf4|6w~)W0c^n-$Wn
zpbNZ@(4pgSN+9mUB9vAjO749+$o_MtGu874Jl|^pu6mf@KQIXW!e#~{O7TZbWTLN;
zLC)|0IFFe`2*O{oZgLSF{lkMU@9&zPK7D#WffBrF2|2-UKlG;E%7O%nO)Pa^nE^h!
z|9^%cz#r5v6G{F%$DZTuI@Zyv4o=H}XU-mK20~7j4G*o82Xh%H{$=Ta<5EMvDgQk|
z6+oV*0k*oie?zL=2E$@QuXT2mY=|^9bGYDV^?TPZPYaUk)OP>I>6T1h#Od45k5rVE
zj}alA_Y+*|G{6WXG$-vPR>nF$fr{pfPW+`v`=><r|90DZ7762amwD6r!*FVs+Q9vX
zc>+#}P|o75PiUwJA)ko+e{>$lt8xAQnd5BWlIgb3@tdeiQ8=K8Ki5#}uM@5VD<t0v
z4ulQ;!#aikka4jbHX;$!T0{hlfRQ@bL?Z!)mcmTr=1~XNxG$2KNHS*4`Kb8XuHxSx
zc{w?-`~Q{M&PjEN6=ML6&@bYux1ZU@cKFsjT*NcnEJm8|TquS2=NP8}XPP99Q;`dS
zb$->eTY`y0`I*59@>di7!mEOT8@c^W9j%AO)l6X20sehxJ;T2B{uoTdn@Idn+rdYO
zJmvn6(aoJUF6NkvFCV2TN{GY05Ygfpn#&+;;xNuN5<Eev$n8fTq@UpY7uNVu%DWxy
z?X^9L6^#7o_~BeuurHe;+1ak1fmYg&<5Oj?@)1Kho-}5mZ;X(Q3`Am+zi9BYpAm>R
z%{$5t<kMZ<-J)u0RWK=d2bl)GJ{h`b2drc#2Rlq3GZiT(irQBkM__hYM(D7hmLxSY
zGSGQ0IRLqO*7)QAROh!W;4OZvWML2r_$hE3M)!v9(~I4sGxa0YrFA@np$W~;TF(NL
zW&RVM3|RusQ;eKl4S&B41YT+9LJa2N6s^dT#?v=Dl~?^{Bu{!%Jg7*`{$n#svb9^c
zq=vRVj}N*smn2(_k18!kh%g0hc)+v~FfqkV5=rRB{WToZ$+@|9x1HQiU!O=PZ4(n;
z+}%Y2-LYtH>MQ$K+<47*7oji@BHN93Alyr|leE4jO(`hs!EetE{C;Sloh=2D=x)L?
zty5JVv>*{qqhNjoCj6}j4#kFwm`XqWXV60)liaVQ`Mb8i)V-sxSK;GC95!Z@QeWFQ
zfk^M-rA3J(yq~qW=>7NahssY|RXbo@!*;|@e1U9<Y}p*dP%6{-=;QwBDLtR?#s=X8
zn4#i%X&eHxeCoP0!4{ioHbS#M-d{<Q+XXkUyMTEJK*N@3r>_VK0TiX`)a<;7{*nr#
zVEpmsDj0R<j$`ImUso(Y3Ny`!K2gE;Y#Vm)_(<42Ve3w87m!Gy#jsyn|Juw?Xyk!S
zB9G$l(XX>%{n2)1<qLn^oQksiG02{Jc?o;SqC_HUG=3y~u8=gkrs2FSP4e2&9Fu&H
z<6$6}8$lmsHBqCPiZEk0;sWnIDaKE|W7Mj^@w(wql*c6Gd;pT)-|^m8h=K7LC=Y_(
zOMo%8oz(YZYAesqR1t0M{{@4|p|t;9NY_9k=hkSfE-6v$zT)HOr=(|p1YGx>!1`r-
z<EUQnsImlaR9aN0OP?<Xtg4|tCvzTGFn94iJ;7)BjsBwj>hA83cI$4`z{Hg_sxNFi
z^{61`kUl`&Xafd!kbnuAOdJ|1SA~U)KwgJCJS?mKj7LWp!`Xa~T&0-|>>y>6$&t&J
zuTOVoQGrt8d$3?e456$ZF*dp)QyN={N*7<`_|?UQL1(`%w=n2MW}v3O5XRgk%fT@0
zYMQi!4sSc==ta?!acOP0H+Y0Dq`R89>D3+0OYNr%nIHSTbk4nt2Xh)-FD^+`M5{o>
z#}wpQ6Lx_y0qjlFQ~p<HZyi)e6mIzj2yOv_yIasea0sr!EocZyaCbR4f#43o-QC^Y
z-R0o!?$amt&V9FD&6|2N{Bx?PrmN5HX7}FTx7KeFZk^nWwY`)om~^D8*E_N^4#!C%
zZ2`!xc51DTmAISZ#eYs!q=B8zt}fM3X<+jn*A#X%S56LtL7;5oSqFGU@j&-d*y%Bn
zaiMcQ@3l{VjsP5qKqboGMb8C+(|gO@FIx7ev*KwmK=2=W*Kf4Sdo9Snd}F&MOu(Xy
zDJmqb?}_{HkUczn)e{~-i0qp|Ls(fr^Ysb<>2XH9r=gEP$Dh{EImX+Pe*jj&`O2{$
zq~BD6`k386Zn{D6ht8WN^qRHqIgN)_klv}62k5Hc0wPvS^qTLIe242)J?(~oXidOn
zntxIc!A^YZy<lzw5EGyK!j7-$52?~4r^y$7o6D}suBs@<4*UE6E+B{~j36rjJWM%0
zgf3Pl>CC&vqgI}Us+7LdF;eA*#h%h-C)Q3XC41Nf$C37Bb$RaTdappR)OUb4ACVYW
zSO!sjsk#C8NZFxqR5d3^Gj~#I{qBcylxfnpw+Il?50Xz(5+e|CQ#$D@CM*o)@wjRA
z)N~}oX%X@C=x(vF6us63C~}LY$)x{AUZvFl)er(?X*G7K4ChNgb=VP5qe^WubhdqE
zb-oa<Z_+XHT`k{grqZRr!7rOb;B}+u?(o#*&gmX0wsY(7u!w~-=Yl9ayf3cAXfo@A
zO01ZvDZ%RNnF^5I;G|hUAM=}fUlaplJ!diqpbJgg`j)8X{EMAciacoO@9$UbtNu2D
z=@6FP@;e@9j}yq9{lQ0aLNZ_X`UbOR?B`bCdd{j47Z)xdG|Z#IJ_h8!GoxDoyyR~#
zFb*|1{}~=@dAj<XP=-B9&B}Ur=Uns&ZpW#~>3G%mpG1dO6sZHE6_f!*NlZ>AJOElj
zaI4!%J0MU6w#^@5jmQgxCucJ#l&$qHPHjO*g<z|%S!A0^QlWp|Klneb)Eefw>S2qE
z_W)#-uLX|8wnqAs70Sx8YXkAM?{_#qVgD&0)nzb#*B9Ow&q2raAHlIHu+Gl)X2QV*
z9S*Lp`-X7@NlR8O_)br!JM5=lAh&P{5aR#L9@k!dW4*BGZdN0J2?=*lOk-cs<+9>n
z5<nZdJAuDmjmw5xhm>RU0LuNCpes70!wu>DKR@XB01-I(_T+Xzax4R9K1Ey$%s`66
z&{cl%(TDDySj%s=7eAE$R?}$P+S!%6oeBbI)Pj+66!mO_s<-H|81KOP3?s6@%5mtb
z0%&e(z`lhmSVu%)P5FqJFbu;>zALYsyZZNvK`?<G5x_uHt1>{AMM@Sun6gYN6K|{`
zJzjwJx@VS34%PAGFB=hU){?Xg<ou|*!N@9q10AiytD^e8MVL|Z8X2u!F>fYoOCNs0
z!Hq{XH;>Fkne;EB=An%{Cfd6DFqJb%*&-x;ETbkpzO(g%H{A1y6Bmf7sBHACWSNxG
zan*I*?lDrcK>v3Ez3uB1WHrd~TG=#z&465s->CT63Mu3*unxv+wNyg-NK2UCAe1yc
zR|iap9MV+ocOxA;MYEht>|2gJ73HgfpaIu7SdRkK3U#a>_YoW)$agQZ6xtL~N1RR;
zEowfAkAfgw`nrEkh?>7EZ_(JDQ-X`GeH?UY4aucg#Np`66LFPu_{M=f6!R2ufqjxG
zM=A~`2mkpMvgsM;eu?xVvEN&b7UZc*>98-0l$xeMBa^Agcw`b9-Xu>E$hbDiX>7z+
zwzC^LzSS&2W%raSlikUt&B4`kC9YewAr*YwV01{`{>UzMMrNq!mn`m70X#BdyU1ol
z2i*8v=~ip9GCBCfK?21RA3x!e;QVH+dDE4AZ#*f|sK`mn^9%^XXY)*H5#0eTL^jeY
z9Ad-|F|#28y#3Od=5{@duXB|)4lVg~#~>gVwpQS!|Fs~p0(H_+oFGfqnnpN~hX>8X
z_uo9D4S7g^P_0XnGy@Q#`#&=Q9EGtQMC2~#KycL8LUI6I`a!<}({7jL!wk3PiK)}+
zV$SrNpK%4;fI_|#pc3RFt+0Py!V2dP{M?dZWkKWJ8O*{TTDR)_RbbWSutu4am4fmk
z79b6t$up1cT|VS8XTUa=I{uA9b=zBnHPdbldc0CT7PV|U{xu`NzKKp#G|l2WO}2dB
zradhf+UoA7MFVs7d^(#nIK9<>!=OzFp*Gu-1D%AQ**l+I_anW*#RB}*Kf_#M^!HJv
zdl^}2VbTZc->@evHKG#Aa=wcr0RdX}!ff)=EB+s?I<+gg4vfn{o-F4<h5e!F*5RCb
z<tvbIvIvVGEkY8<iCU=xr=<-9z6s{p{?I`#XknubEuyBw7qn+RY1@^bfr$;tUupiT
za(qd@^ra+OWg!nxDrUjmxLs5PsFulGd?m=<rN;l5Rarw0xubv(JAhZl6z#_k!^`*7
z(*A$>Je8!Ot^n0eL8<15G`ZvOHs#DEkS?3)6L8UAnbPERs8XZi=qT^+Z~3>)b;MQf
z)iqZz?;<<24``JXkrn46T`P-nC_D}qhgST%gGs<p_)>97o1zV?#Q32!*A9Ll-rbup
z)NE6lw2+x&xY}Pqw$Q3mh24aB%gP3Zhn1a9x5-UDDkr4eT@ccJpj(PHwx|M-9}Eb*
z4h#+1UM#S-i0*<fSF(V6qN|GeZivVAJeKPWh)h%UwZRuyd}{f@R~Z(vzzSqtsfrr=
zx=`9(R<pW{6l_hIzTMADb3@bzJ?e(S(m)1arYA!@i8+U_sm$w2F6LjBY^3dB5TFP9
zhp3EY?p7IraK#~vabRYCR6#@;Mm_@mP!;sw+#3H^sd~VU2z8#A5tvhSi-Ax4|34kI
z|5XqtaDxACHUdCvkT3SXMQHxN^4=~kZLfJ8B)^=v$=FixH#c9?XD%`o>Tx_=5eN2u
zNdz!^3713Y^Q{)at<|Q$D#vDu$*Fx|0oF$Hdxi134iO(g9^fv@3>N->xJQmy+|yKW
zXkKogxf8=Y@LodsItFHRM}~M(yey_j#CQH^a$1bi7V@|oE`qn>#QVqOfa+8IJzQ3o
zE@}G+3rdrxD={q>(|CLYHIVlBw(htrmDWN#Xk&xodYJ&8Nd}L{6vg%W1euoBh?7M~
zh*ao>6)TCWRAWkwTDbq%X%${UfrV37Q`5`AOk;B{&B*LgdEZkDFihbX0w6j#w3+r*
z82Gl|#}hlf8sH6LuZ>KR_oj0IT@pmJlqcl9TusGkab~rwr2Wdt?e;+Ca;jzicrl?2
zs|SY`JGVF4q}cZA?C^s2^o$Y4oK(U>Z`NOqfyd#TQ22Ac&5GsaVN-)h$U{!wwO4ko
zTA~Th6I57D`RA|m%_FhY&;UR*2TV%_duNfx3xzecEbW>8m*wA9^&zIB!XW_A=WRi>
zmppR_ssYM=QDNVXm$<(7bj!{dcDdEXA`*Py;l98uCP6E_$>5Jto^Fw3Q9CR**@SaH
zUkFh5g|qwG04p`b@GLdAgPn2I0_Rdzmgo7Kvq+=R;_6@qo(+}YKo(%|?tKUUe@1#~
zXn+b$5A<D7eR!Qj9Yy$&*gpd8M;8f+j0wM2lO9o~i#jE+ne8F*S+NE>et@BpPFGs2
zq_sddN<D_WWon={FIJx8a~=zQS~hDA=~8gW9Vjs6mKy1@@|v1vbkWV<sR3p5WL0Xh
z0s1c@{5ACt`t5O?tsI(-?%aDRO<JeB5)CpS9_`JDR<($X4Erz7Tc*kyvsr?IP`r5>
z6a$ZwJKF*B=IcI^r^XY_0mJi~=zc~zA>xB_$B`P-6*wqw;l(y=|M?cP07%U2LE%4!
zP=d1ZK<l~VDeTVCwtsr*%J|Oy?!-k#A9$@crP0uApkn|rRY}R1+XI@nnH}-EFJwl~
zOh90;XO0xZHy~@X$SPx>__keuLr!1$IeDcSyjKbv!}C{4pjs`>Y-t~KsHzqE^AWBv
zaii0nNdJ-$6WB!5fqZooLK9^~jp2`0stEHG(kA0$wl{a6h0s+V1F9lp|9Y?Red!Rf
zmxHNqY|P(<%qzDL{Uvw&Co~{Siqd`jowK;OnL#pr*pPyB#~<w1jqXZnx<SqqGepcx
z$#C({O*ht)NC%m8LZl{-x8OT{PqL3Efr+%859kukZ7<fS2&#1vIiLU9ZM+S8euh`B
zwVcgme2!eA3Qb;GVG|cvdsq;a5~`IHsQXd8yRlw0#>T^at3veksYLMS_toC@{wOPq
zSrfWt-^}UC=4uu0N_(2HvZow5VV-gqCk_%D7JgAfFnG_evzaKHXg&~RM^mJQ=3Bwy
z|8<|c+M0j><(`xux>Kq6Io|F7@8;=>Mj6d=cJ9-@^J(5$ut`a(tbwj_Ip(L~o^|oH
zd=ptTdFDWTd#p}A{X$~Nz(vxpER1Yu0XrVKrpm)=Kc639ti-a`A!OwH1(WU6*L3i^
zWtTY^V5i@!AT-k1du?`2{qw%D2^?#to#hdTE2!)I<`6ykcW^Xi<t360??(mwqVLCx
zPMw@{t6s^;=I$>8@Z2^V!ws~+&Mm+KBGJt;wPr4miOP(rw}r*jc+P`{cPfbhG_1&L
zznH2!Uq3thiRU|9D9cm+T*9IH@YSz*>qotRzpLOG0-~t(m~8c%Y~-M7FZsy?_V4H$
z-EF~<wMMu)Pfy?-QUs0TvbXdZEsrK+pqkH=^2q!Q8t;k&-(Pg`qHByPm?s1@+aEer
z={7%OOcsXU3=3OmEPevER#z{mKTR2iRbrQ6D61v2SHX>V%zBG99H+T2G^ctNuHH1w
zQ`Xh>H#};4v&@P$tpGAfSnOLc33rVdHIgm+bYrg|UxRZyOC$F3v*`3g*eLVj;{!lU
z`kXC6CA3+swKlMVY(Na(wJ@V{+>}-IQHTE-yq2GJv**=aB3muu;jN{?-Qb#jTw+Bo
zf()H3;9flkFjK#w5$WozA7J^VtGCpQT~e`c+@{Suv|ekqYb;qU#8X%_p~;WZG4wOu
zKEcDmWoX}~0;aT1&!Kn<&YCAJ5-uZJ6mu*jeFY7BQ@lXNMv3oYc?cmV1pXc+A{9d9
zFnN=Vt(M8U$rBYSxZEabr?X5+49g^t&<#i}7$yL?OWwZ1rZ|(1r`><3kt1EM5SF2R
z)^YIi7a86<><3-7G)1Px6~?9nM>uex(P}&eZ-o+8i<C6s;Jr0Igd<Pag)e#Y)hom|
z7drPX;lSZs0h!3^+WVNhjwS=cI}X#J?3vmnN=>YlU4rVSYm4bqPngao8K^Z`M!6=6
z>aKUwr(Aj?;Rhg2+o;V*hl_I8(D$9;FSpTv*-!FYu%4E;Ky_z(#|-Ve`>*u#SL-d@
zcej#(+UzPxxamlvmQV)VEk-pm4z{)qqE(Ef{%)V&PJXX5?1HbObnJ+i;%kNx)_O;#
z+r!(?usJP1bxz>z8>}uh#&08~{fbuOanLb>V7h=@st46Ckm5BxZ(;iU{WvlH2Bx=_
zRPU-r3uinVxw(@dos1FNL~?ZNq7Nk|(RaO&)pIXRq2jrSwq|bR^HZV_7<)o<hN`>l
zxg|S7f9Cq9c5iF)Y7-jyF?`|uHjrAqXtdfO%XRJk{J<%tAgeM~!h^+K5B{OWeAAsr
zNtyTg%cDuSJSt52{<ul@&osoC5BN)V6VPd*0cd38FZKUsUJ5v%+)fyvB{3Puj!r7k
zyDmyMTyi&Rc~YR#&t0z1$Zs@=47^#S$0J%jSt=E%@=uh<Vts>?4rJ5>ssTd9Wn=(9
z*N&`A)H0h8ZjZQlpgt%3f^;s&2k9?C+BX8WD)OB@EAV=eUuN9P&S=gMit|p|Np-L7
zq?-^6IDyxTj=*inTCQATOtGi=b#l}-wE#WieuB&?`(*DR<tdYiqO#ov@r+0sBa4IB
zx2aN7kI9>#i!Y-L(gjf>&$BEfy$|$UMZN2pg@<$1SIh3rPeaVh{0_t?5AHB}FDA4k
zX%*PvpeEP>d>4cZ8#PXJU;_W)iN`&S8D)vNTmr8pc*o5PM1*%fqWfhv70IXsJzmqQ
z4SkE~9Syathb7ie@`IaOc@tjF%GBSlWI+)%TRb^8DX7E6C5D0@cEi%_6Zd*c_oP*;
z4m)!Na(j2Xr0}4nMr(l?C%CFDkUgX}P!<mvAQrb@V4m<cvVEZj*T#qpIu>|w{~Q>G
z+jJ==DH~A(VYEtxRFgyU%IM7*eQD83lpn<<R-x5G`9fegd(R8_E4NMktF&t9=QW+M
zakN~%=bh|0vB^rYodMAUEAhg{mj>(cm*}gEAgQOn331xLl7G*4f0)UNGJdb#&?FCg
ze=j9pSkI>itPBhJju@=>01$9)XmW{A?m9UsOLd4dtjh1h%io?se<oJGnYtF+8T%@I
zS?h?&=so<kIVDUA#vi&KjdFQMCP3rDWuC9xq3meUSL(FdeFLN`OfJqW(r)`jki@5t
zsEienBxKXlNVi351<Zf_SiZmCXS20Ss>&Pf)Fol;I@eODk>g5P=2c`LS^$rer0-17
zl-C*@BI-~TtYU<2#YA>7ja1*G^-bxL-VW2arv8C`25(`7MJ(r&^oZX9948Z?HFF#S
ziuHPyBmlMf9g*uz4XpIOt0<_ivc=;sG7^$^6;8hNh_tZq!tYJU+nQ@Z4IGh{_UCEY
zeXHoooaN4cIVg#b(_g>hlfod^=u7_E3-huDyRoH8$l(Q5FGm@?kjC-##Ug)u59RyN
zB_W@=#M{|9KDWp&=8v#YCnR+J{q28pkSoL)mrozJx|9W|fmK)LDz+gQg9HGA=4<)t
zp0<RRum}Wq&%DN(CKG~s)XuCHBse!l1Z^_qzA44S*6tN7lD+?tOSV~052D?jwwXzv
zA6OtJ$+({3_m%wS_n=K>VYk&)L{WAoQOM>fY>87V@1~Q3YVooqcwK(vBE6MEODWV9
z^RR_Gr4CC11a&<aQ3`zF)A);TJqsO>@PLgzNRuTo=5mC&JWeZ-W+x$6UXV-9SoUN?
zBxY|90#-5<OiZZs^f_ig+FoG(No7&HL6`TV&8`n2tH3PBxR#XM$1N*Q{M*qcD5p_3
zoFO%Je_V<#IaFzZPMUAu5`uBqh&nf5>k8*qc|3_ov?>q_wANS32BboY?skg4MD?-k
zO9lM$2pt(S^?%g&oJH!%UG@Bcy`x$>`<Y-N_hc~xI{3Kk%LgpYX>sNB(m5w00+d#9
zw-YawCJl1F{d}#szvZM01CnYC$}OpeYGYCq=_VR)i&B%bh0h&h<<-<CFQcoSBHFw6
zeoEf~K2s~-Pr1t^A8q3WZ2H)*8)R<Fzm(ny&6p_z@pdl@{X;{N%j=rg%}UWUXT|A<
z;Fj}TGX(-EE<~X!y*e6z(#?)1zIa~B_pN3310=1U=1XGHZU8!|h<e<$_s+i&su;2%
zqWZZXMx*!nKuhlH3z{5gH~DW`%PY)slN+prLxMNkwT`v>QkV0M_5MU+pTpl!gZ2CQ
znhQAos@J1FoBTrtzA(|IrBx-}Kmw`}nMJhz{D~ge+;kcyOWInGdnq7?o<#UsF(D}j
zX{Pr<Sy5rNih%DIzrJa=$$nVPer&j@zopX*a%A=|o(8u<A5ZlS4D;s=jIHEPHBR})
zX`$x?A?MUo2>aH%kA*wJ1WH4019S^|8El2U9g=)Bk``^iHpTeR(>Gchr^v_ikWg<D
z+M5LP-1yPzfJB{}n~#!(2{B2iK|d6hys)zMs&e`!cMfdMaW(5hK+C0)u9Q%ef_|*?
zrz<#@(()etpdrv?{2kYtEiFHPOS%03^ziee6G+<RMUOeb*@2J);apW%<d-Em(fS(&
zF4_f7b8dSAtI-ABlf4Pi-=Xd49bMI)w6<p>b7`CHFCYlRzp#iq3<m!QxLjqA!PTgA
z;o?;gqvf+*G7^E;r@%9|P*=hQM_cJfxJ|YXI&t;wMXpw8`qjzHEn`>R*#fHX$S!L{
zs@N1}F&Mb?py7^%@I{5=2ApB{C7n#5y6omZJ^xV__LZ9F#^q}T!2w&En#tO%eNNbW
z(<iw7zx@aVg)%<=D^>avwJqAA72vt_6eMGLOTA*aJVxeOq*><DvoK?2cBz!3q@&GM
zo>Q_*v0}&1;?#X~E3>Ar@J1{`HKqB34`GXTw4lGPF;hjcSMEPgtdGcNu#4WmJYJIq
znw6z}tJxu^{z%I5R8BnPL`@-!OyItpqBb58mlDo%7`A!5cB_R-kezGLozJ!>^sT%W
z75-?xAygO!(jxCIH6sd1ggwl(mJJ`+!zvbEln#h6t_d}QLOTWFsGu!bg~H4b1L);?
z*Jaeb`GP7W4yw;XQe*99ZNt5QMe3@ikcNT+6U(v%>*WPXOOf*QYw@btO|eyEAI8p~
zKxQPsHt4I1_C|x{4#^(PUR?M>>!~ChLs6YK(^oPprwprdL$F6>$>^KOlSpvick|Jr
zR48zuX`)iTkjD|7kB=yLf4_u4?sT<fvl!mw^72;lmZU|MEGoen`t|9aaA)Kh%ip2-
z3o6he?SKOJw-W@|nh|lljIDRAT7Z?3|4?dy&lVzkxGlHMbEv9%AvqGv@{nsHhDBSk
zmMnuG{|fz!7Pp?;%oF({vW!9DJDXES)ty>u+=jm(6U}BEjq7Xi;@`osDZ4l-Ng;zz
zC(BRB|KTq+hWJZ~Il~<N<CAb$`$c`=){7OIc+6x=2D&d+&^Jr4gKdEPg?sVwxj7Ov
ztvBmih#sMkc6UF?{7;~VV))-oj!h?FkkFsNK!$*Su>SwUvQ92T=;r5HwLWgNtdl)I
zb%6tNPI_damO41;zR7Fq98P0m9}h!q3XVneFnP58F{aN)qhcRYYhdUX&BpT55v=S9
zrr&+x6K`J{LlyV$(R|pHFV?qK)Zcuvv9=!{)ql@>W#$$5`^DPUvHK5Y!JX+w+XKOF
z_>t^fM(B8}KFX7C%k(bQ?vAPmT-<Xr)+1Ni_#D5`ldr&pnd(Q5lXs=MdCaD-NEboY
zN1xf_hF3F2qd7sn)t|#LMk3Nwyw(K2hKnvK9LNGglWI)_&tBe}5!WwQC6KRIHHuOH
zG&+i41uo0ItcFgh3dTxwoZeYmflY0l?Q1JVB!=f`_uGBUm}>uhcJ34afUH`#I_uB>
zuHxOd$>+~;D8i!R2D!t{39KSNms$F^vswY>O>!1KeLkVjQZeYvO*L5$L}T&2$6c&?
zd|Vcf(*b$mj7S$X&jXBp(ZMj^wcyO=z8GO^YDT9-27I@8g+v&=g$dBg%~xcc-^Mvm
z$#KA+L?Br$l@f^c|7-OWK!5ub>Y{HYY^e^_`Tc3aLCO#`l1S@sN3YsT${R{8bo6<#
zz#KH-Pwq7FQN^y}=K_ZL%Wb*f?b9Xd8Gw!{Dm0j{JYrq-{6><y{D}Um`6caPdFwJ-
zEAmoYkQOjcIat2jn|`EOd&bROzQ&Dvtt9k^6+c70`rPH1@vu0HZ94bE8^;`wzeIu{
zSOBT<h+ov(bd6u%`B1p48dyzjXc7rU6z^Dl^>{0JL)D@5NJUtUs06!rY4GT2b9Yza
zf48%}&0T*?6%@>3-n&#rTG}@quwziF&K-AEf=s<`jkM!ljV2`jHS2gNE(#PmX7;-C
z_Ii0~?YJ2v@5a?_IGY`taDHHGKI6mCC1|0~u57FNCGsr}cBCPY9ytX;*YxWFwS7up
zbih07A<IY5CGT9d(#$BFp10BJ>e~1^4dqPaIGJb}^#x3k%{pfNZ5ae%0-UH1RE+wK
zsHlvsZ|#-F#sa#tOnxr5Io~&S&8*=2-}^IoK|HXP{@$X*>x5ewlky==ZA?v)2ICGE
zs$aVIqyN&4BY6ScUF%z3Pgvzb0#Z-(Yc37s`t0X+e+mnN2mKXgUB&>Xw9Zu2^MBzl
znHRuiQmenVps%&n$mG<iik)0M!nu6k3q4j%3NXN0gy~s)4XQ?;8h~1bvV2HXO?oSN
zPnH=elwD%8oT~D$d?`s_aogC8UkWP5wRHPQ_9WV@3V4-BOQ%YS4^4he>TUJW7oG3!
z5~?vFK?=EC08c_pT`N__N;>e%#BR*k%m|`HP;<2fE4T4jPCRuXs1e1a*fex9x~kmp
zS_yP=uhJ&Y+K6tI>8fn&=%9*jqNraco!%+|h}|5VH88_YWSP0@A*1rx(Vh`zb7|i(
zP_J5iXMuiWA=B>jcPTPW0|7qZ`}-YS%IzP=1J|_CB=MZWha}h2yHz$y<_(7S)7dL#
z;YE7&g3i{=FL&;gnBlpUl@&t0%X4ZD3lKWh4`iT?AkxSeOA?!`3$Sz7gB&i=H{#J}
z3xykgG{2$6rFBgDii}#H%jp_!2}NrJZ?5ZsXSRDh7q5e-TvcN?qZI2CW6v+@fWB1d
z7SkF7JRbS(Ktfm`R)C6HxD30*=Vu(@2c77C38=#LY7~li`=_V1k=)8`sEZl&Yeh;a
zTpVn}?KHQFZ#$nr`~I|{RaKL6E%XibJVkB5<%wY%fE6W)R?<SY{7|sT?D59avzKPn
z1r9TW58ut~-SnSyBQI*B|JAW|v6FMoASI|l6_+q&etB@GR3Bc*Vi9P|R<f5Hn%s2j
zzl6-7g*Fico|GSBS1JHmPNW5d0cB9sXBPtrsbH}J74C2x5_zv<Ef!s2;$wYw=r}mY
zM)EliP(GV-D^g<!$_e}pRe#}KdUj*i*LV+Ke)mZH5LGp2B!_HIGA$(#e}jEcTBH7H
zWQ;|`#(O_%v3!p#?zK@{fQ##C2hDh`PEa|zvKpjkH_G$sy{?A`vf{dfO8^FcHAiPT
zd75W%PI6tIFC~<Rv~<R&Openc|Bs#BWw!@H(P>`l&`sz$;c!Zs-BhMF74yuhN-37f
zk&ez0aE}6_B(Cxler((-e9HGe1a3j`z<&k3h5&$!z!2!C+v+dW0xShk&DA0gtzXXX
zo;R<7iZl81^$;HVq=d+#j4C{RLX!(`Q9w~ZFp}Pn_un;2yiAAV9g5GdY}7n+%oYxe
z>5lfc@?8@vmrLKi>*b%pijBpHGTT^A_$Z{X6MpGnNo5=fNUWZN-Q_DS@aeTmV=acl
z!2wR{Y=B3YB2xz9XX4i9L^G1@b=&iFV05^38<jjP2{UyU#CO`Feivo)mYFJ*5I8gl
zB6|bKa4=DeTj0IG<Rka&wAS*Kng=+y!lu_KZ5B#BePezu$O94!7>m)QT!T>F$45tM
z(Dc2!+u1p(-(N=&#JC=GhVyj%W6r4Z047W?tMt4FZ7iNAwe90mGz}-*_gmQHJTIMV
zYP$`Pn5jY{I5fx4jn*S04EflG{8ENnPfyU<d0RSX(`5hiH0D5zu&LXoF>rWhRZlO#
z;rripkn)+)9`qrH2Ez_<{rK%I%4uzF@0H~n{U3R}HW3%0F?Nvmktq;g_}j<Fotyj2
z9(Xb*dV~i#m0Kfi(IUS|*AX~7yJnEFp!@s7THD)yuK|i_7&E$BJQ9N+l}jW4okA?O
z*T&k>W-d+lDY4ePOsFVX03MC(@CtG3XI^H0xndgNlmZIWfJ3WuW&}%5&|^419TSCU
zP-&*!;50+?8Gq&%8c)GP)nWz!_ifeHzA}Q0?JlmU6ma#xto-M{RyC?QwlVP{ldR<k
zEeF`-i+OmX4f1y`EtHNXmwyXYxnklAx7K;_vJ4+GEySpvl9kI%j<fD4RP;5~^qkgf
zEOo*0NrCm<Oq%Xsw_>Kr_^*m{f1NO1%0T4qNJJQ(i%@3h+~2i%Mt=OKeNW~XjVQU7
z>}ba(5CK{_t~GSN=I|PpvrG;QRty>9d!HGdwy-}q0Ua=-MXumx%4v<zN)j1=BPkY0
zo16@!erXxl&WZ+x&*h=Y$CDpDOa!7#hdJ~Fa94L!dff?exHSts)fhE2wRXh`y?g@Z
zrNk%FL{w9B7NWik(p2$56HsfeIT-v$eqwCBHZIbdejk+)c}Zh6^mgicpzy*4@ATRf
z9UX)z{*}A_p13)(UO&y|cjKsg@Y#<%kr?-;AmVp*ONjcZbV~xb|FP;+G<5)jIqs0{
z53qkF_Ai9$Mw5vCHaSS<hP&~NF5({&Gw5{HY{J*!wWjN3WisB|FH2!4QH-~4N3`3h
zY5V2mKlB#uORC5cqjnlSe;lwkiYDo!2MvO!J&|~wklDU$o%D^~(r6Je!UPPOgqCZk
ziO7|kFnGRN&0h_L=OTvw1dr2gQ1eeR!!a*j9{Ks-+3cQbM(Wq9e}CF8vHlt(Xh1K3
zNIJ^>C-x!x4=n}%<9bk>;RL;=+wF#`x&AZNs>0A@d{TnG5xJf?-h43v6E*itX%#3b
zg>CA)1|Gx*IpKft3W&#4r{_}O&rXL~eOdW`Isf5CqR{Gq-#}7}!ZS1@82M!4XqL!H
z!@1Cn^`(yIgl55UY6|bxd@}lnTcWw4uG#RSYOPD3)|a9MKj#lxq-u&WonB<DL0Ks2
zFvD)IV}HG&;Je=vwx!vfoD1E)COoEf*qvCNJg>Yuq-=r@uj#a*(+KBGBUPpZ6u#du
zR6J!(V}$=2)&v|Z>B2|D7Uuhe9Aa95#by3JaBW2}#7v*KvnP?_l}Ss-T3mJKj`Xbf
zch^xL>7G*=hq)$~{oO9N(=)0JkUbRdcf5o}Nl93iTb_f40?O-D?KjPDCFh;DXy;wj
z5pXyL5|r-nWMW!iD)?%g5A)I7SP)n^pvd#j40D@<fvMSeT6b+=;!&?}0EW|Av*;V>
zQSFLuM!)zCPUx*@vdOfYJnlL2nHSBdq-kX(X#E`nAc&og6A0xkXl6glAMm!w7yRL$
zl|kUJ#05a0J@Dsk&Ye!v3ufUS3k32PIPdz0xrf}hf|Nv0>5mE@kAl)%LgZiSY&@Ar
zT(k6Db}7&Xn&7|n+-#C&bugOu;(m){$7JV56$G-cs<=@;^#)-6Y=>-ejH`8bix`N1
z+uf>^#|gkl+9fI9!cM(qrI%i8-`^n@#N-_!BC^=aXYw_Y>Vl88_Gm<NIBk6+8LV57
zRkSf5R*Rn2yHBjWPH<Hf-q#uO!KA2ao6?=Z0=3sGB$A)w;~7a<GIk%;RYF9CSZPy~
z7aVP@khcxJXsWanF!5Y95IBa3F0Vbqef$;Jl8-a}+KefUzWT?$z!24W(QN$cX2?2O
zgZJL$)%)v^5xKetwXwIu^WhnbCuX!==s2Q5a9I}Ab(;rt%JCpM#x9+f)8_c$YfiJ`
zGgj`)onxTTiIW<C08W=-0=v<Nt4@b!OIlv^W<;}l`TOyX(xvdjZXDH?S7GB5mmqYZ
z#BIqC+2FO4x%Dwy3qL^~v`am)0q6#m#R?}_Q*^1MNL$aqPAi3Q^Qi?}B6qv03y~SF
zzK+EvJQd`rZMSRt&B_|0>!t^I`p%cHjBF+zf>BYZ$}x1rZV%y+DF@%QmyMV1k$5jj
zCG{+u-R0|ucLg6wtBKIl^xNLY^~F=l9xFbsoH;k|nehJJ5jbt%CnCF>h@~*-Q2v4Y
zgM5^(PLh9Y#>CfR?AJWu<My9yrmlJaItn`<#EOl6ug~V53YTmgNAq5(<vjW}Ys-Fr
z@6QK|B3{xw>G}*1U+!xkSx3f0u^u%xXP9$bKg03YP@q>~dH1%^R;<gR$bH{j5mdcJ
zId4<gaW!Wc#(7b^-OPLB%9JPwlj_t6z5KqS;b+F@Fz+fAJSD?v2f+&&S4)BFin0Rk
zM-|7(CiCP(SGx`)qB2#*SScJQVETumec>WUV}c8Y(n1$A!f8HTLdhjF!lP1@bRb;%
z1h9S0CyZo+GD*aA<>aPUL+R8+0ZA0-Y{cl5ekRPDrWfa$B*fmAWzCR6BM{R9@kd?6
zf1h<C@n+AGz;x=XqHE52M?-D=PP$KCH>6Wd$dBy_Oa`-&%hE*!{MKZ1DzauvDTFXj
z6-CU<OHjSpkv_M~11FB3dO|w~3p!MCHa(piUV_v39pY|Jq8;o0DyiW?bGdwVf==s&
z<&WLpK5&uq9)_0mze-&&fPlS=LMlo<nTS&_5MB}O_Oh}Uu7+Gs8x!u}pu4$SyU%GZ
z17BJ90=a@e<|3&>ZB&1Oc-ftm+#AZqFOWrn8P&WeVQYod-z~A-KS&%T`679ZnjsxN
zfArflRt2AN<SktB`_S^ILWc45O}&R)HM#TP;#XuG27e@cj6DW8_06{*Ib?F+M0I6^
zK5^k9TEg=tX@gbE80~#jelb`eHkG!BmO>Mi!>`FQkI){(f}Y>{%?mFONiAneDplKt
z>I8|V>|}q>k*ALijv=OSqaIaN1y`#Ui?+=*^W*UmPEaJz*$<M)4bOc2MM){@5?K$o
zP$k#FGQU~gVN(i2;(%Dtz2E<}TG3@fLs=fpUcQOr=ODI@?Vw-vLU62w5?3R`Osz(G
z&g^gI8kkZ}^26F#<;e;L$8+T$1umpMsmQjK&SylzAxgTnQqs&Cgs0f6vN9j)vLuJG
zBlZjs4wae|p4sN(re?vo{BKE|1Ne7vyqby#Lya28jh(ufQsX21mQE|cFB#0-I7XeZ
z8)XO;P*=zuz%v*q(SraDpKi8xnGbq}op%!QU1Y*mG;-Ukis3v0shuT1qNJXba~dVy
zfW;Q<I(Za2v~rlst^9<K&m2K-B=3jHWw%j$p1X~kQS(9j!qcr4K(SNJ4>Q6LYfFE<
zt8@wbD1&bT+nuF>+q5VKr0*r$1fH*haxADuDQ6!eTSQ-<_k2b8wBB4xY-Up_b4-^M
zkx*ogBk#?NN5v%lFqEfsTXed<7ckSImJ-6#1LD0EPKo7yS=5@2EfL=)CGb5C!r*No
z-|oC+searex1T2QZP^f=ZmYw;W|EoyC6C_P#$7@Ws&uvFGCwWrIcEY!a)d=4+%Jip
z@98EW|B@EfpUg+PZyI4!KrmBQED{={$((#U6|bnG6t+n?yJ7BY8`5sHQs^EgQgN+&
zVZXIZx1<-mTbJA^`ZLt|ml1NR%Un=EZEdEKjINZ3O~yky8sv#($-{VyCa)uiH9KHg
z*737OG&Kg(H9<`%K2b=q)(`Et6yC=8nals;7NKog&7>+*C8dgV6~_=d8=sysrz8EA
z>R_P)30_}^Jig^qj(VygX)*3#`aN0~*tF=dN~frZvNDUvNIe>T+4xm<j|Z+?eIxT>
z0q^^kiRN>?c?KAo)}kZw9e}6pCp&IRsD7BEb9wqxju9)#y1+i3m*VeS!-HFBGrP$3
z+Tr95!~A=f>qmmG%3P!TGtQ`>3t_BCdu4-yM_2zI#z(*8+gVvX)mzW8RQVX<_`ZzE
zDT+%*xaleHm$8>7ig-A=SOEW)dDsysK~x%a8~l~nBt4)}H&!o{|A39g3%X$A0m}@@
zK?`Q?s295x++4;gYj8jMJ)4$+B|sE6ZjJRVFG#c8_KQQNb|dH1%t}D!LnS*&Rxl<A
z@5=>U@|rJsXaL@`Z92iYwF#vC*2o+}X3g4}fFI|a%#Mn9P&TN0tT7CaXOS`L0EhWY
zTspNi+nWPb=#!UpWVkm8Xh$+4rA!{CGHWxYd1ey<jgf4daVW+@SdU!U*B4_oLje{!
zp0M$Eo(($MYaVZAB~Fde)<diLo_dnuXkT`cY%H!X_bI}cyu@>+>^u-j)l>Mo&s9$^
z<ws8aLi~`s={<`g<g=<WiLkMl+`&yn%iCDW+8+7~2JO_*Tw#qJBwB$S9dJvr_eCtQ
zUBL)t(AAQd<^9RWP{IuN@MHzd7O7$Ezn+*_6KF)!>}WqY4U1Q@8?4&7a%mM7`RnP^
zUllZre+`N-k&d`&STf(U-T7=Z-m#Xo!=3-DgZmUJ;X=k>7-Ptp>Q~-?O6U`b^9Itk
zEBQB@nrSkxGK%ZjfeV(Z_yYqzSH)$_Ey{vwgg+a9Qa=I46X`UxN)|Ij_Ns2W&jEfW
zPUMC=&{T4-+S%_{e2X&+>Ya<BckHRPm&&}USHdegYeGDj7>HnAE8Qz7KakH=;%!!K
zr&YKmt@iccm{g_hv*NJ$(%0ej{`rm{kc~(`*y6e##u#zfm)rHT2<yZFP1$NN@`Mw7
z*%i-Cn9DO1`FOoArT9=qa@dz&raJ3kD<|>&{H@7gxIDrEJJJrhP47zoOVS@!x;k+2
zJ@F_for>RZ9a$BbXkz15lQoe=je{*{{&B;WQme?%(rUhf;Pj_XBN+#e3&~_We-KeH
ziPrvu;9cXjwVo+%YokoPTyO-Bd~*<*A<cV3oe2u6Ehe$S;T|cbMnWu0X5q06Tb^&$
z-Ji8t;Rhx)Vi4>mh;1M95c`n&@<z1bhPuV7XNYja;V|Pnbt>`xOzzUf41Y*a*+Od>
zqjV21umu%o5Vq_l<+!f@0tdC=U-~1^=?TH*X`^j4SLO+|(PPww1befMcy%{2t1|eq
z=APp_H*;V}SiC{?v=qM=ZxHnPh1ja57+8&mo_L_w)momMrh0w)A(_UjZ2R5-M-V(q
zLmXBp9H0K&NhdG{sJ#L$ohb)x_Ds1bK%*u7f4Ptc4$SeLkVoC0YOC>YLr)EF3TfHg
z^!7BKvt2sPDo#@QViT>S4H~8ESD|a<d>=Ns<)%cgxkiYUR(*ESx61=Y+9&cfzonAJ
zRRqeiN$R*+74hrRcWiV`MmF1!E{GV_y^ofeiNbB1+iF$>NgIf{UH$c+6dani?`Bv_
zKV2qIUM7hfvNnN9Eadf3slED@@iD~&iFuuYhM3DkxwIKCH<u>=qkXlBe}dy0!TS~3
zx71jM)*XdAP6-jM&iF_;*s^6hZXWnD$vDQFUs%8TeflGAtWnH{U(vB`Fl2MHV#_V^
zY}W8Rcur%-|2?`Bvt|mJjqQ#HiJGN)jP7lQ>2vp!d5*gJlsleLH_NAjcSF6q1F<mq
zg2r8JHufTEflC@&o1p=@8=(Q0=Zm@~Qn-spmNf?2CGO_g&dbSlZ>PGsbLWDD7P1sn
z6F>F@NPq9%o!sEwd<&Ux<bnC-4KwL7;*yI~x!r+@)#uGx2V)J=9mkdn3*pVNPni|D
zr~=QqXOHf`17m+5eIhRG4$J!F6@|%iqR?iWd9~XGqo66NwRKxRVb>9qOH63JrBNov
zPu;M4JC<>A8@soM0+QT-nQk<_O}CvwevS$Y=+OB6z;&BGGO@DT7#8#@u0qGsoF=35
z;ZcJKdvWvK=;d`1<+dFZ+kt5@Mc=RKmPV)=wNKnB88@=s0VDV!9eH;8oTpZb>WsN0
zhisM)=x0wcO{^B_P&uDj^jwF6R<2v#!6Ty>e*YGTjb`64;aZK)a=PcoD>xNU`_4(>
zYq)1W_9X{D_ho#EhKEQEvzNF^i)JFVyvih4Cky8Qj{um-CX5L?qO(%UV^;#yi<(b|
zXg2<|isYTVH0a4GxfMa7Hp?@u@)gJKq~E&Oa_H8HD1@m~Zvq*frS>O3N$Q9t(FOmE
z7^wLD?zzKDW%(P-;Y;A-YJIaM@sxdUEtXkz<rD|*!}9k?xIXX{M?FI2ZT67Bie&7j
z{pWEt#-9l6LhZ@xs1@2jPgO&93%{$ff5XNm!b*Lb)25YjSAFv6Y`WH$-!P9Djyp~m
z5=c7miekYZ@_ih9o<61bN8s@Vb`0$u$6LfxY+5)}L9lHA+GBV(xCY7x4)Xq<=*9>T
z77O7P>%a(TLyM$D%QCC?G$Q)P7oF(DfbcyjD1uDqDbcu)!noaeY`P&0x4i@Ff1iPY
zng3IwtOWGVAjf9r|Bn3^%pfMlMHBXqf`p-@`kx64bbvh&QbrPckNvOq0h~JMKkG>1
tfcY4*PWxY-@m~=E@QeJ{X^_CLP}ONR;E+@qgEzpBw79%jsmM2<{{e*Ko^SvF

literal 0
HcmV?d00001

diff --git a/content/sesion12/img/documentation_07.png b/content/sesion12/img/documentation_07.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb79eba32f7d06875cfc2bda74c8d71997d847c3
GIT binary patch
literal 69950
zcmeFYRdgIZ*Qn{l7&FGqF*7q$%*;$NGjn2Q$IQ&k%yyfZnVFf|ZTt9rzwbZiYSzqJ
zb1^q_QL9=im89O1c5UrvD@;L70s$5W77PpwLGq`l5*XOmkI(BT4Af`NBWuLf=k1G=
zl7ui=)g<1@X9B`ZNLC08tTqM?WC;10{$~GE(+La=vHzdz%aC1(2^iQ%p`@sgio4$V
z#y1@m)mP~2?4IA}5yK=TIVF_TRW19rX^Ba6hgMA%b`f;%YfH^<He23fb*j=V^>q~$
zv@A>Zn2L%j=*TE0@jm$1epyae_`!z1vDt;P?6T8Y%;;I%xSrOJGQ2KZ@%w-Xd`N>>
z#*s{e%VJaFZ^=ymCR}6pwzL2J+30gLH5S&^V2)NE7U1{q!^KCJW1?cjystU3htv=k
zKD+-ds>?es_50?>`&2x)!}Zj^b!zbR=D*c6Ni3l(iMtMx@$qi&f&H-M3pLxFpVG+u
zr8`47_jQt#f(EnJYqsWGg)4mi-}hW^tctcj$aw{9xZ8-o_*M9PEuWtsbaZa{eg~x!
z{AH71dZjFEW$oH_{*|+&%Z9N%?7GDf(I3h=Aigt=eE-TFI>h%)*QYovaOgY)Wp;z0
z5V~t{N54yXuAFlMgn|OD11MMKd>_9UR*6fcYEQjxe-n3pfSR;%$DnXMR}x^XR*w<n
z^%gU8pLU^9-5vCC@0h{PF@1h=9LnetyeDj3R;VCv%1N)rkF?NT;1JgIgiWg8j)=na
zLHmtRm9+{flxlXpnI***^(jLuzg3xLLWw7e>(Rn`Mu0lRJEeq2DK|!@m4A;P`By@3
zRG(lqB#@+7m&G;%e8;z3pU&ype7JSeYX9u?w8@HJJSWtF&MtrCtfjLhIeJxPIfhE5
zF-5lZld^&d)kKXiy=*A1L;Tb`S`8rRyPY8jTANuw3;W_u4ZSIh&@!i{%2#gmABKd#
z=%RZi{LDxsAV81&UsBwnFg;7N^|AD@I6gGjxhAE3w(bwtIljXc1?`=#1@9%kTN<Ik
zT#z@lFF(c-SbqJSB8#JqvD*S*OF;<!?J&U6srNq|OB;dhi{*3g)$<-WReOm``Q_hx
z)RS@<576u46R0?(WjWL|{9zvoVMKC|e9;ip6m^QaQ11uV783Yuv$u;O-iy(0W;x7i
zsL#C9FY1hxhO9H*`L2(B_HO1o2(T*27fL(6;v!}C1?XoBajSy0LG3)guNF4I<t%Z+
zU%QBHo5rwPLFRCcw<ub>)m~g>m5?)j&e2MpHJJB{qFg^S&)5L)kfiOO@ve$3u$f*K
zUnFo)`CIUz`P=X%1eA+dYELBwqq_r0&+=lkoFTr^2#6Qy$(k*$-7+D9oFG<)@*VEe
z-7Jv~+h2_ADQ>P_ysbfexI+o^O=J(OSszA(?4U;QYVW^)RM=jGsYa#x<9r$hc!=D8
za{#GE=&qJyG&(FXCskL&V0(O8JbuopgQ<CU;nTc_56J7E1C(tJq)`5mEBvbX_0{pW
zQ@)s82t4y!-`QOI8Lc;EL{d6FSs&$O)&$TUmYjDJm_^9hW&Y%8JzUV)_wD1lp}(0b
zuT9y=r-&3ccACQ6U9Dg~2kBCvEclMP!@m0`4hm2G@3SXj6daMR36hwB@565Hc4Dls
z+u?dk8zHH0Y3_#M(zPZN7ME9_%dTR>>K>u{lHh4?CUoa`w=Di@>@LQ5<B?NTrt~0K
ze{H6vbc;6f{_YRyTiEl%t^XV+@+%7eFmKhk@#w=hZ$?{WJh=Ruk-?=J5m{Rtq}(a#
zWD(aDzBisGKTxzx<%l`IG2~3B$6GB9-Qt4nvu+FF<z1D3jMhlWFjo+Ot(xRbv?DI(
zgz~V}5U~x?OQ_gdj_ay)OMt!9M1@ZJvZ*-M#7_VS{}3RjazH%>`xmVdU4jEtF<w@t
zMIa_7i7j;}N93}hR6rP`rd(csa)bPp9v|FKA9J~EOk^wDZQBj-0sJ;vu6qL$G`Gxy
z!b*#0OYj)1MMn3LIzeOaIkjaOK7EG(-)4%;U1o=1x$)lA@~V%LvQ7GHr2`3RsAS|9
z*IwgJEY@*KP?X}x_4ynoINyRCd*M+H&m&mYNI4nUe9%rBwB3*a5}#a^7o>FaemNm)
zus{+m&TpcJO!AW}0mdunhp5<8x2S=QH~iQ(540wahoOa?Oapn``a1MdrWyD5I~~f_
zK}fq!*Kbg&7fSW8NbdpV{PYT2sdFeuQx_3Gm+m+pC0Mh#%E<MJ@LxAVKiVDsYP5Uf
zX}rUB@yuS2S*|u!6m9?D_uS>Q+{~-KEcS<>)zl1>tOpVe%i6jp9Ax%h=>vB8E*$3?
z18NQPI?y#k;6c7y{2hf|EQef|{Io5!Fs@wfHK3@g)k9U<&(&n3map}GLcV^)fL#gk
zjxmbRVt*QT5+IsWHK{Bc66S6{{+5D8`PGjH<$eyKeRsXe=^~t%G^_va{mW_O#JDZ8
z^E=wYh${cJV4Vw_6sB^q!b8BILniYA@-v!tjP0?*S~|>mDLHa;$n@*X>rB3x>bAW3
z=HHd6+^OZCY=zv=AFVK9DqsDKjIX{{-?-%#|16KNk?`VtxfhDj-V_9|u`J9}HyH~I
zO|Q{QELExg5y-uI!s12~A@l~HG$N!X*?GJAAU3)sa>s&v4@?rcKBYimsz0>Tkb_1_
z%^m$4ON>Ul9m#KKh;?ijQdh^EpxAM>9cCC1yj_UXh^RVja39ym!{dyEOB;_<t+aoq
zlwc7bgfL~>+2<hUhw_{p(M^TvXR-(OAw+t8YNINlrdj*gxtbg<xbWNzNKh~HRVha;
zIGXLo-&R?3wGbi;=^CUc-`mId{e?pyDAfl(b==al(5M@?DJTeca{wV(9!}z~bkH-d
zVpiC?_0=MV`V`^s_D0!ij@7}{rCDEQP!e}3VJgn_=a=NZFCVF|eeB2QC{+xw<{fNd
z*9X(}ns)7WB)@R*ue>ll&T_aMholGd{|W0tXHv6!x!Srj=3UknRfn8;wmh?X*52Hp
z@^9!dyA~9MaTce074htd;c54ph2Q0InO5AR(<P(KN2?=8Ia~aI7AU)-Rns1;FSVqb
zN$&TV733UVqCaLOK_$3{d}so}B|;8!H4tj9Jlf-PBJ-07CXG;Z^-nVJ$5!i_eT4h^
zEPOw`{koqu0>#_jt6R>RFt9gVeiuuMD=b?joM1{y(I}{*(blW^2Kyt-^rNB-qjRr^
zVn^KPFf5|``Bc#TxuxWfCwm-!Mi7e@g>(Ds%w1{uc4gyZvI*&x^%v?3o$XTwYKq+$
zYPjg_<6X$%5j2)ajmRDKU>yJV+Y04j24utdi0o(CLS_ZjCw#<;X9&mS_KCoy8U->i
ze*w_o6H2RKN#j8`X;#V_W`NEZ^4kS*hnm?GZRLS}2Q7CH!&63&6znv2%XZ_iA#*3A
z1!k2rWrCCXQP58FMv%16ZS7NXOidL^<z%DBe%P43#}ZKcU2IVJzU;!?q#RXuvO}Wa
z3FE|r;$~BM=q6r9RqPQk)$APNR9U&|G8g<o%k7Tk#F11|x|kNoqn{cs_@KK{BA$mQ
z`9K}fA2a0_?Q^;YRqlqXs+&v2gCEiS?xuB;hOv&J|EA9g8mRqypS)~lwLcE^a3Sw>
z4%7*FVF8M`oifnsq69fva{u$4L5;+<sC32_Hf7X|em1t;mY*c-QxC}_#ziYX35oSZ
zull|_>`Qk|vFme-#3{&!mI0o_c7NhLIn5QClTA*Sb3ruQ$jY_Cc2Pp*0>p2{)e~#W
zc+BtFZK;7j5ttZ?z0yPWdt#LX+2J!U03)L8O3sJqg?Zdv<`x5Oxx1i31lsXKw$Sg2
zOGX}ZkFBei+A^pi>+MCy{kHpU7@budoP%zj>BwFO9PRW%oI>0_RS6sC%iC+{ioMjg
zL9yvGTW<`bdBIQ9hxqF)9|O&n-+jL3^4;t!XWI$SxtBHqXb1WVhVGg{WD;0hYnJO+
ze;*s9ZggZOum_N@CeeZeNp89gvs;ge#s;JfmHuG6rZ|GD;SoWwMo9LQF^w2qE_Z*4
z5}QDM);_qG?5Ko#-*4wD-TjFI2)1qIwL{<wmkw7n8Yx)HU)O0foQ<$k#yASIRFI|?
zKi~QkCaS#ghvtI|sg$%akW^szO<f<rgZIobh}8~;<G}6YF9&s6>_Dweu0q9cMgDvh
zG+F1dgzY0<-4|yuIM<Iwf;*DAaEad&-Qtnb?3%=E6aBr|<WCj6xrL+UHaH+!Ao$pf
z+_*i%S0Xx%Ryzyf#Hg(CqnoWR)~~0eR4Y3;4o8>i>rTPLhFpw9u%Y{m?oR=4DIbL8
z)OHnz#}-dE!C`J%?R7GWqp~K|PlLJbKmy+H5&^#RNV1>RT&dX-10pKEntfFYo7uHX
z8KVL1ZHmO6<MK)XDteVHG!Bikb6_9pxZo+)c73b6mUgn1Y}j_Cq*f9mYs~Iu=678^
z?&_&LyYWlJ)UK&?ky-Xo#Nq70JxN!DBGT`=AD{<K>8CITL7c7rPgCQZWKq;cGl^0n
zHIig3Ha+RLa_M1_2B3K-R%e_>q|kx1E|ZYkQqe=T-!`7<DN$}|J!X@yk)D6CCM1(>
zV!VmFJ~3>NMk0C~^YK_`%O`1E3V&y>s$-U8i3}@Zh1mYoCxvev(-r->yBj8bg3m1A
zpREkSV#~I^>%)x@=G;&nH&8f=BJu~3x{b!TjPJLpE1$mcdv@Q}o=&>7WWtQ<RP$pc
zWna&3&uT&D@CG%@Yz5~<;2|k0zfXH<wV3^4PVh?V@w{$lg#u~}Y4w(li|O8ydwpV1
zUcG9vW5-bEmnCky=;d&ui`g)GbRiZy>tGyHNI5f_*i!kWG_HtJXIB?~;uTs6b%-$m
z>b?^e<^%s5JU5QRC<OEPKi!=Ho(iAy=F^TP-ED{pohtClMEUNE8EpPmauU4d8!!&>
z5mNIwZ*fzN$OqLG4DB;9G3PmhP|qLVU_qqQAoTN`yLap_|I)ZDfZo1%s;KMFCX!$D
zm*5@tIeXw#^}^B?@oNG*dnlps<r|96#~T-rAIR)!4o;LfK$>6c#<$wmL&l2A{ZYQn
z|KJ3lro)yNOMmUl`3kSJDS9DV)Wm5UFnu+mkK*ugbWE2NR@8;`5#FWTD3Mk~%)-4n
z%{FY&qXX|HuIX#~eh}*J$pr!}U^Bu@CY!HC6dA;ls?hhUo+OV~xMCRED0SiS4e$@6
z)mvWFZ)rI9U&XrvYhM`~QS!$dTK1KO*BJ0XOrAyH@ad~xJNx)VA9OjB18jod?dYZ$
zL4`0N4!ZY}35fR<F)2d+k9Xn};}-C4+s|s=<oP2)4kP`!3%>lL`HXN-K*a_wI;@UU
z5j`_rB$t^$4E`+IqS7gYya~;W8Cx)RNAeR=kVBIW=noPQ$?NNtUe!B-Y;twq86W*J
zi}=|Avp0!n<Py0{0pV;d?pK79{KSx0)jdc;;CY<TwUWe(kSY7DuQ#EE_!qhNYTUn-
zkn7xvhA_-HCn2^48yyX0cHOE?Bp(&P0d4^ZJvV{iO(y}M-Yi1XjYL9@qCH|eEcoH1
znyuiXpa0&LSpLs;S_6@Of7gIy4f3@00Z+~r9C~@Mc0IxKF6(|(2pq(OB>mJaBsqND
zZG)1NpgyaHrcQGu2_P|nPuZ*lQaL}t_zWvxc4ORCFNM2TvQx1w>>(}urn6&uh7=|_
zvQ<>pIs+0Zdg#hdT{gar@<hlua+dI36&08I0lkTAHW3Bie=urD{mOES4;xqSB&<BK
z)za~{@1j4!3bGi<tOqnlpd|>XY>|L^H>-78kXW{F`bPhO06VC@`dDb8RueZR3h9(Z
z>;s{vc-D^4XktvV@50=SJpOvMU$*6S#Y~$@Y*xAxcay)pcM3aoEzOh_0yOy?s6Lzp
zk$lc4HrmxzII~-^ZNu`&o`Af)XELCKNouqY75-4!#?wyxvH5|Wb)@(ump-Bw&kB@>
z10|JUkYsjRxWBat;WIu{^`vkge|$Ua-Dd9$$JS8T-U_9<XUos~zZHRr4BMe6Q4Qav
zMJCnl_KpqnuPSLpW=6Ulj@tpNc08e8GPK1SS^XB2)KumC`X1QU_)*!Ue}nr7%?zI~
z{YdFLfAd!r)s1J-|7BJBw)x5<;u`OGx`a!pa}hNoyD>*%NEoen=4Q$yH^}B`FFCT=
zn+q(!ci`T;A9PCq9tZec>pDZhTJU=HyD2x;f{)t(t9&=zeOwv+EpQKucZNC_Y|m^p
znP{#zHr>y)8<DNjEfdHx5p9DntU97>B4^JHx0ZRG8ByeYQ6iqtjS^IGd^n;E56pcz
z=fFea_szwD6{Mkjr3L?}Ji5Xe`DfD#vWJM{=%FFc9=$W5vR1TlI?`?`=L28)Tm=o#
zI4$(~qES!w1zV$w8ry0@Z4vu(y|~s|c*m0((;X{}ORhf*d^?w-7FKL6Y32?UY$~k=
z(*d0GgkP9?5tu@XaW=hC>H+=1|M3k~@a-i1$44}{`px#m?9;3CnVGr$Uk6dGtN(vp
zNS}`p-~Vao(>+3gg9mDF@eq~(5Bo>wedet~{6Bt|^Z9=oIYwTzJN9^JR5fqNo{b|(
zNKP!HvWaCO@8E((p%=Uje$aU9<S6RofXU^)=;TiS<xY9H`TeV#iP0X&9H29U^d$Qf
zlKH5YInlHF^533`uixs+GQn1sj+rFpDEL^QSRMVhwQmmBc4}l&5%bAOlnf!NO9B;{
z|8bYqlK1p>YZg+DE9q<HH9)kUN=In$2>km;jb(E(p+AC#`6WJ*auwdSV={w=^ZleF
z=-@Uh|L5&r0J;w)NGZ5~>Rr-anHU=VpT0m{csCIC&<_(#$_YvuVY5vyx$9>lWB`|i
z)Jr8UXQWuJWHtY%p^4%R=#PJ8AK8exei8D|C`A5W2><^G@c(9%{=X_nPgFhf1&f&m
z%&?!6)(Sp^Mwn?Y3`QpXqN0e=i97HC*Hh2O1_P5rJ|PJ`x1&Nu*053)pd8Octl*O`
zwOK<@-mSjXVDx?`VY~<?@sLUKB#53wPp`678zFAz78n9v>^CK5Tbs5BYd$2e&Gjqv
z)t%5;4AF=qv6N~M<gl^p3nNO-J{cn(nKn9pZ7;rT8a)goMZ@N@)FL%Mz)m)da+=A+
z#Oq|*dk}(IG&Mex_Nsk~OxyfnJ^cdf=REpTZ2eM-?ZW6Fl&Ly;5IKe!P_-WUpgnJ*
zCh}Toq$dD_M4P4K12o`0<i`vqCS|CaP}0)+m2z)$zPyA>=XElmXWM9|`<3zR&rg{w
zys-4ECpEM+hBEtk%50gU*1L&jYp!tu|JHgEMvp~GnRa1W6NK&Pk*Vmu`I`X7qZtGD
z(o#%(B>eT)<$k`Bi;O4wraS+oa|M)Va50J9bk1w&ub7d&87DqWE_y%25fsoE)aJa1
z`b0qK-(%?To|nR^8B~+XgMM<|v*#h-!vRvX$qg=bt4`r<^w-zYYoEWEuBPRYH=$rl
zyJ9E#OysJ~<Be-bQ*yvM$`k<^+E)7})qF;9hKd4!yClvQ0^_=jh)ze(W#1~d23+*)
zhyMDa+nE@DFtkc3v9z{Cfa3?lKZf9sBDXU^u2U4+Hf{3jW~u9I4{Y|LU;rIe)Kp5S
zY-IHPB9AX2GWh+)<O%z-T*8(g+(_cqd6B;#Lr@6lKXVljT@DW{te<lfK?|?{=?IMH
zbkvZwCe;aX5fRYGmzp9s{>XA<OVmZby>npYLn=%iS#H?HlX|f9q_HQC#=hW)=Xi@U
zz4{S$TYBisxC&xYa5$!w%V6kTd6TGlkas$$rvb{{p%6=;p!&)7YqBM#QV)y(X!nx~
zjE9oV{;KAYa|oBy_BS{gW@$`SLRuQF%^Xg_>7MVHr-!gG71x-_&tZCdKr6)>DF-U2
z#~A552Y7lkW4E4+aMtjlggoi4pRJ&`9BgSgkSQf!44i_`+bM)>#|mAm^BYF8vAkW%
zoWJF|JUrQ@Q^($DOVPc(rK(0BlDMkQ-9MR)SFpU0#1tA_wf&-g4j=mq5|QFLzS0lN
zBQ+i78+{9)oAI@KF694+@A$JXqVX(MmR90;Kjd;Xjo=Uz`oao}`($zQ2-8W0XWZAh
zeJS`*By|i28{0wwWu=ad-!kv_lG>HGs}PyO&}6tL$EJJ0ZwGOR=mc38V|+3fmILS0
zxS?X+Qadv4xQYPRGmlLS^JpKKsgvQjUqohjrv5EdUg3~Q^<yG}8{Wf~ckp?^5nMIf
zV7()Uf}5DIeRJ(k38`gU;aU+2ZI`C)e^vBDWmkiSbuzm3hoW_IzNL||J142PD<zcM
zQ($`pqN`<Hf)gH1mW*gHP!07CskKue7=o)`ve-I(w!<0^c!u0m#j&Jh8ZcS!WjHD*
z;NDic#qemOD98O+71pmOLaetIl|GqreMl+VlCm{*sVriD0-;#D(AD07r78LC`Jo@(
z1ow*i0gEbpBj}37-{C=nu*K@-eBTgsZP>OVnAzpmmjdRza9h~ag=<{vlIb8=M(5|!
zcsTKEtNJpuLjW(<cXHG*8I#2K&GyF=q1}6m#UQWUgY2M|hnlPn$34zLy6F)zdp$G=
zztKB2Om~Zrb<`LKU-;@cgz0Udt;|D%;n6}S%16s3qsVqOvQzJksWlrjVL~~0{_V9E
zIH#jxw^cD(9XEb<WN&g7i?d}TI5baZh&8<-vhnDj7PI7&rNp9fbrHq16qqNEd4W{`
zQVyM8Hhw-Um&y0GuA?n0YD;Y>gJ1jOQrOAp6N;H}y2`G0<e})Qvxc7xe-qHn`Q9K)
zsv6Gx>ZJH<>@M}icq+l-eeSkURQDI$ZETGIqF*H~>q;@g++U}(fg?yO)|&JB@Wdm?
zr<*@mT=dAqnE+qayP7=In=^KU3;9#+UStj|nx8#o5_^h#;nTNX<d3%Cz^KPyk-|`~
zF7D9TQW4~ne6++6>vOF}OvQy=tg$ihGZnh2!63<Npt_&v^U9d~y%CquqNwrN_xw6Z
z9)8P;^rY_cA%j)d&mBIN>kf&yQ;F#1yY8;Wc>s3*#z0%dp8XR+1+b5jP*Z0z9Zwm(
z-bW*l>4O7VWS=|qjpp_iXnM17ciRIdla3v3z~J?uqaR!me{(oiOKy@8kW$16SGscF
zhpo3^8lEEp2*_u&sc9YtQ-M+L)>hPLZ6R?6nU8ml9Ur!{<RxXwFyNu^F5egNdIdfy
zTvGhxOCSONfWpQOPd|DPD@msOk-OfUgE@A*Nrpa05Gm-6>B3*0Xl!R)<bANYp>J|@
zx-J0>>(T!yJ*Y=_-TZ5<0U{ak_bNkMLj$TSV)QZkkESv3d`80pZg~-|Hsjm5d`6Go
zNZg9scB>Ta5G88&Tx~{u@%fD8^Q!3ArxQzgI&SuNgMY0UdLymGjM$8{`I){u4MOFy
zKpx$`CcY|WbbMtLSHZ)rN0i$waJ^f|g<*ZS&0OZs^>G-x%Vm4ya5$aEj~|MN*N2>7
zfYoc`AZP76k7|8)i|W(4dFvf~shbto+$xvYX*-KrY8GB0I90itIG$+Jw-69BN`OJU
zuom5s>n4ugnx=swlG#5=)6&dhU|_SBSS?Pf73wbK8~CQMf#fLg63WZIxG!#4TP3fX
zS5eM6Gv<OJU})x=t>$n=CYJ)<VIcidk#QTv2ZEL`dgP7Ifk3Q5qu{k!N$j{J?efAq
zoaAu2QVkXO#mf*~%J0m)*wp##%SJfmp|o$jmyK+Cunrj@`q$JOUg_OIeA~c*m-iTn
z!bMF<tAH*d<#a3_;Q%|lw7<hZf2*mMc?y~VD~Kyz?3y-O0Q%vXMdrY$7~2RV-#ErM
zTY=Gzw;Lq$@{`yfZLMtT*n4mLFsP<B-~LH?q1iBib&acXr-JIW!sx)GS8@|T7|bYO
zhVoo~hfB_PPae|YC}SQ^mb#4p20ZzjMn9>?J{g+AheZt3*`Iyl_9QkcP<#7<K!a4V
z7g>V~4DZ>Js{+r&JqI|#r*5!v(7lF0_tDc~isivO6Jmv(5Fh-ULZJ~F+UXI5D8JKG
zpR^iEXk%H=MDb{+bo-p!j<TSn0DYLE4OF6NS&T$kH^nT>p(Nh-5>P#del%OHWmJ-k
za<FjOGd9u{V<*QTM7WGDy=4KRD5<!OOD*mi8pjmkckB{O5<Iast(HMN8H~Hv@-GdF
zQ4R8#_kXw2qn;<oB`OB+m=386*(f<&F_RdSv?D|j5}8i}1qns<E+UtMoBTm(k$~Dw
z7}pz-W&7ImV4QBnfddWC1q3!V+w@<}JDf@3BRw-vz0IOVtAgsHGH`=k7o!VFP^rkF
zoAcC^i!S9FOPvo5oL(E~(J&l0Bn&9!`h3wQjpSGS(h&H21MEdrrUEJlNFishhBC+)
zSwW$%7D$U0m6Qb0p)Jbj-j^po<&@(p4v(X#jJjvT*gTZc)v9N^v{lSSw{b7O`ztOD
zEm>PUI)(Vo{i0Plazh>Cm#1yl{R!3=8>W#;4UhR{LXaAMEVj*uLybXM8{Fb`ixoZj
ziAv17!y!w4Xcc;PVTrsl{E+p?x06|AMgCwVRI3iN{gGy5)K^JQeQxy@Bp*_{Jbi1X
zSx%2(pH&!AdmoG5h@l)(GbC<k8OkTjfO2-7-o`id*kiAyj>0uq71`&xa{DWw=T&^W
z%^pQC<|3*_ABlL<L^rdIGyH|4<SwGH&5rd~P{ekl8yI&4bM5J=2K%Bw7xvkL8^F+;
z(zb;iA`>dmScNd3CeoQXYXh^_`Egu&aFxs<_`7|(y`M~HC&xNkeR=bK#8s}EwvQH`
z+8e{lblM>!Kg811ad00R7YWQXI>~A4M5xkMs*RA%*ULZOZE?$QJ2-$rvvq1DE@NsH
zTAG#EeStHz#ky=#T;T&n>b>Pu{hP_`#?`>+Y4&VaF98VX#{mG1Qtczh19&;x9am*8
zE!C?`)#Uu>@oA^a5u_LVc`*cOs|29QW9oiXQ}#C4{GriwtXKjx)n4P<uI0K<VR#`O
zX0LSD9e}2KF`u#6bKAomeeH&_b|~qx7CJh+k10W<1F_L5!A&aVI$_&V_pDK&kx-rG
z1nY2|ZZ6tdx+bYogRnMQ=BUS0G;ec!Ofgw%VT8Y%;F5wK%u|gN7@y4{97}Q=jVMw?
z`6}jj$e7e!nAD#K-*UOx1%rOHCv7Lydn=FINNhDg_wgO}Y>&oDs&owrn;C4zjw@PM
z@_rQIJ>Mj5H<|T^QU)owIa!!{l$zG$!#7C;!dYorX+{Jy)r`pQ2H`mLWa3{N79OE(
zuO6xk^p&a^VJ&mcg6TS~SjaglI-|-c^+nX7^`2`D4ZBi5d@~Br3-q$Y8-e1}TzO6m
zW}Gv=C5e1}{-t#)!OQyPu<mi~r&vaJ060uH2%JXqpohF|9dBQvBI;`ju7OYwW0vm%
zHjX3HIB1~h#L@GHJ&kh6_a79PXKvJge#@(~6o>lHg)*mgo2#aID%F)PdTt9W%Tuw&
z#~3Ake@0t<&km2D5n&2d3^*m934CR%Xm@m^<HNRt0ZCq#aRRU|IAo;{UV3Wx82xfb
z?rUOz7RCq0TQOSO@}nqE3zB5ltgBh?;2nu-8~bR%28mzC_org0Ofx1ibI}s!E#uH4
z4>8v)-O^C`L+hg*x|oWcm3a||rK)H^{ibokDh49pCk<rLA%taL{qkZkdXGfXYm6LR
zRT%}=3480{VoEBy6)~RUXJx->2;~p3DmIIjXGmHuH`P*3t@Vs7A!KSB9Lud9^2E$N
z)}wSUg_i41_{dpNN{@Cq@{O8A*!je}-gQ14K}OXVe|m;ErhF@14;pJ!;2x~Z?L7<%
z_cz4XiZ}^F<jRID&?<aAf^J5W@}{R-6m;`PJu<;3FBHN3>WDElZ-dg@@O+R@B^X4>
zPUZ6*pUq*}3C5EdcpzUF^-HaD4jJ%Qf8gVlB{Dx=$Kk(=4ifTo4Z5$z2PAl8@Ey>W
z$p8S#xrTUxJR}`F`1gsNKB6aDb40}SQo;7{=xpPsW4Ar{mIzxTxr%#ALl-||DHQgq
z1oZlS62r$%So5`fM4Dt-&Mu;dLnO8*pU73|#-Q`aD}C1~yU7gnxfAUtVcLz*FTGuu
zFSR*god^&I{@zG!0jO=S<1nSpQTW?|t{w(Al!XTp``^s^{ki5|bVkR_f#2!f1TYJy
zZ_XlK7Lvqd;uC)>S?n-5R4MT7EKCe3TM$q1NtjjtnvQ&35NhT6a#AcS?=di}JZeZv
zmvZFtm`BT;nP%C;&qC43;+cYIxwoe_=1WH}Uey6IBfX81DIMJP-Zqcv(FX1wazr&B
z{E&fB5a3|%(Zo|NKwcq#QcA@*E=vf3eEHc8#^h_`$TBfcIZ;bJWoC5MrQ;#C*!e^>
z?ja0{@^+Qgmr1!md=l61$$9-I?67gR=a6kEAUjy$D{F6B06A%aU?jQH%%G@7(wHk@
zmAScC<*4PQN7=vW2YAr{l)L&Gwp@NO?cRL3C6ejv$IU#m{%z@rK!;SJ9BIAc0u;8i
z=E@FW8B87#mDA$$<NI#;WQbs|(muLCJ61PU`bK?zfwPra^?fw0_7rbpM(k3-VK;ei
zH#<a+T}&m9k`6yi@~{Z~N1Dmv{+n4MSesdnk_OVXvKEJwa?J;(lzEO4p9!w81%KQG
zeMHKx6Oo;^c?n(V&z$%|X)s_^Aw=b_Qt)%<AVzYqP5Lji-I%k>C_ssV`tliEd6T@O
zuPR5Oc&_c2^cwRSJ!`(d{*k<jDE9W^N7KlWsceXM*^HO3T2)O&38XYD?p|2(7C&ur
zZItsK#pW?h(lrrH!{sfDdOB;<e7d#r4{muk>{}JG7$b|g+kdet5kj+ls4cEF=2%er
zSXSd=|CW<GiggiR^GzMLe8FF9V<nm@_N|4B$X*X-(?&(kR--)3H(P=rGP3@0*oE^a
z6xn4E>N;CMcvBwvm_$k_-#c5&U_E?Qkj_EQimgI`A>rK>E1S3OOSx~D#CobXy6SS@
z$QZ6+fEd};0eQ<&SnABOV;5?nEU2fc2+-S&Ew=<UQhYIT$*@LMi02XH+_0MSJkC_%
zK{q(=jO8V(o!9hZ2ZrsM6G$QhF|9S`F*Bm_V-)+;tSRwI=G(scI6GwMTXw4{%G^+@
z3zV2`=4rcVdPJv0$;cc5G5AI~HT{4YO1scxj^%cf1%%tvYI5ftx`QL?Yt`{FJ*}rX
zv>I*_F}7;w7_K~FdQ@iwlJUS^9too#IR6W=rXINq3~cXp?<jBGEhX-?O|0MaKjKzN
z8A}ZkR@_t9dx2mpiW-yKME_NGuTu(te15;OY~-qGRO2evU(H#Nt(>NIa_g<!tj7A}
zyFl;J?!rEy9c>?9={%^#Kh=z0sZBClkHVk~7~^&6_N2DCgo=*7CFk^rD?eqm%j^}x
zlHqCM#I_<>i9BFXwdn^xq>m<`3{>KC5!p6*$+IO<NLq5#=|El%?RgS5x6hiQ65kzl
zukay;jkwZ{5v#rsqs?T*^Ja9H!awK=pyZfOW_vMs1_Q2Hi*`1Clh!X;mDfg1&q-Q@
zIBIB{gsY5bJc7hP5PR4Dy4cwOo=v;_JBYzrWFA`)aR#AnFRhHm;4Q6@*PL4Sd|J_G
z#ePC(l8{oZoq{`JS)q&Z`c@?dz}z|W_ER<@;KR~9bO2_ZRqI<v9U_@f`Mkx30XIT4
zAabS3zUElUjLAse@=HVas-s@y9*@;y(VRch2mcq<Kgw5N@F%vbiK3iw{{8cWYDY2B
zA86q<_G51OJ3SY>su#>PnGzFM!<!yzkBUyPj}n1e4kLV7*30B+!8W*Og}=)Gl*Vuf
zM=`kI(6whq-L|z%m&mtoyGUc!ldiBvNug&_|GACWeM0!-hW$v8*F=pAAs-D0JYfwN
z+c*|?fStw{hBjEFd$1XUEo_9>gGpD#xM-g`jaG0nyV;6!NO0|zpseyE0ei3OHk^}u
zqYyipJ4OrEL~`#h|HdG}@#GsNue6H3@ft|%nBz^=It8mtfN7Ukc<VieV!A~az-Yyo
zsCW>%m1+&spd^M)FE99qkI|#TwPJ<n`cY4cRPsd=V5g!~S!B94t5hNuZ)8B!H-0d+
zs{$ZbFtmu7J`q9Ysykigurh<)HATX8i)`Z=FRQy1wkqSTmS+&m{VtTE?W1Us{JKhk
zY>e=_lu&u=yzE$;9SMyGbJO>Cn|v4)#aXQBsAsPGxl&US)xyt79)KCLV|?w+nq%Nr
zRG9S#or!Po>H>f|9o*2#)Am90MaM2q{F_@1N73hm-(~JH03S3U4V|23n3+}glhG#f
z`pY4VOs1a8WiwRFoqRt{;vD%gm^QS_x>GJCF^+y`?k~s050GLCnYKV^$%bVN@xn?!
zI~7g@0L13}4Ul2hH{BX%dAut)5;jyvfo7@K)saVdnJyPo^nIUMvHZgWfIlIkVQ0$a
zG>3Mx1Q#ZCEt?!jcut`m`~!zsPK}5=w40`sAF7*akLRP&rPz0X>Q|N<(d2k6L*x)8
z;mtsz(TdG&t=kQvHD8Xeb%D^@pq4IxTOhZpzUiFZ)t*we3}<ht2A}2=RfjnhvfDr0
z2vfAzhsvG?UMui$iQ8GuN`e|GI~T#r)wH^ptnL0J3E{eNF?=Z};K11kYh&Ye`9^Ne
zGx~Q6aH3+JzTTN$>m7D8(rF362%2eP)m0}xue~wSJ7~ASs)J3F$o6k>B5}{d9UO&=
zt!4O5)1|PK5d6JeY~#Zpg!>`|%AC-w(6)zhxb4iTw2Cs534J4yh##q7ithO6_^HD&
zuFDr~J}mR#$nVoF;@bGqPe7n<<4m|pF!~G>Ut@m>omFpYeWF3=d;-BVc2~BoJ9Zxu
zu}w&;CCCi%+D-D>ZE$|@r!>{XC<@q9gYOF&HM|YD*{oMYLsne~TsZC3RpVi|KN$_6
z?&0E>9T|%7$9r_?(C!HsVK>$@+F+Un{>9m=O2>^~o57vaBMelySzwiWK5_C~Zu9Kf
z8bd5LR^A~b0E5Qq7TBYG^zp;1RVfMz?QYcvMY-0oauvZMrGhSp4aQS9&@vZ9rduis
z9^}|o2Q$UqJ2%~(32%H58`8wP|E&M;{>T`q=cP4SXsYF&Dt}#Y*F^C6gHCc7QGzp-
znY(Q~KbDVDs%Oob@U0<c3J=h?bj%$v!#nWuQ;tDAD1fC6$VvM2lZ3iIV1O%nQt`;%
z*$F<6eFjsbH1~*AdJ=BYQgFo#-)a(Wb@@r$G;)L~z2%*-;zfuL3OWMhEB)8g4nDU|
z{g+XGH-q?ioo?uAu}?EQL06masVA;@ds!2H#pf2@xQ*Ac&ftBSX|mnYLwv~ElX+M7
zE6OQJlKlSCv(0PGWk?;)R&GN5X%{O%eBr5b-~hDX!{ql>mCG`z+XMR1U;s6LPuJL+
zKgmPz+|Q<4iT0*rxO*^)1WJn^9pFtPI&Ns=A?j7`Q=gmebwbWv+dDAGFe)cBUpDa!
z_;F298X*>}i4pS235RRP8gZ{hgR7CZ^6^5+Cku$9E!`|><Q8wx@7})q@dQ?LgniYC
zexXg0R1XHow%1%X0J)+V&W|)*`jv&L)dX-qw-?{Dq{)7my1Ve*=kXsBRd1x%vJePh
ze;~feilu6(<BAAs6yh;CNWle-Q>|EV8jxR8Agr=4a>s{n`AH%}2h7y1sfD76hLl}#
zSWARn90Y6=F|^FpWQ-y0DWKp7vpYs^_7F8gxyU*={^k^nYHm&eIOu6<h3<og)a<Ix
z#YZg%S6lanKYaT+sXWNI^d23&UV!qYj7DM|H@)`0*!@SEtuzq-rhV|0>hdjfIYouC
z8gC`c!#YB&w~-dHR0~k-Bz{CMZq>#|AdML=EWl4FX2f@FmvDs{WKu}?0B@c!Pu6}t
z6W32Ng&F=v($skKlzh5veT*uWsC~g=s&v&_*=5scYd6uMPnEOsJfnBcC$grbYwO@2
z`Edc(H1Ak!9<lEc5&HIPS&y~!3#1L&o->_hMsz}LcjFY5@eFv~Zmn(XaQVVlKVgq&
z!io)wQ5?FdP=T2vQ==<+#VF1hIFjxvj2ALRJX}{>J)>?Q(R3qTar1f4>W1m)#1N~m
zAEy4Z`HYPJb9%9u*e`wVI#__+r#BNnQ>M+&S{?wasAkI-r<-3<V5aNrT%Ojw`j{s<
z7BAktvu(1({JOZx%Rmjz?8&I7RvV3;agZh110>@ahj=f*QnU-dFxDa;z7=nW79GD^
z(E}7D3NcWR{xK4Od_Df_K#3#Zr<Ze1ans(A@lNu~_HS_394!|^1NUMECZ35k$xxX3
z(adcXYPF~;<h!UDv{%13D>iejVp<CP!Jo#oTHcy8#jb>d)aAXCZyN2inkp_Bt|Z;S
zS9W((I)<YGer5hS-|{k0BM0Av)v-6|#_(pt=*5%(c}oK6C0w8afO;s;CrrK@Z_cA0
z?xBo3k38e6{XYQNtbv;NKZNz1WT^MQu=N7se<M&dJkWo@@}ivm|2dcN{}=o(A^v|a
z9y%L$up&N`KiE$%J(99U6>?fxt^II_mZ+bjvWWce8I$U+rtpY#3MuJu1wFO0BF4o>
zQC>D|w66;sW%~$cwLq^2Sr!;CYt*9PWg?d`@=w1~RS`Sg$4fqw)o)TqBvHeYU17F`
z1O#sVoftXn($F>C(xOJbq)Mv|dQtuwaq0ckrYfpip@`4D@U{K+{Z;EQo!T6H2Gh=j
zVyHcp_&DZTjYDzT__!nCRY29S(0LIvTcMAos_DwL!gwbg#O0}WDbeTWI!dApn52uf
zemh0a{N7@FW5TO2<-GAQx?Wgl8Z5bmdSjOiCK^hFI4~00)+3~|?a!3L(#cRX838Ey
zVrj&)u=~=311`*1k+_fj%ikZD<v{wu0-0ofr5weyw*s1k$;0u7ZP%9eC#2nB^ny8@
z4DZ?3%xAoSWvk8n?2KkBfobr8MLU8FCMn`)NRzak3d~~4JQnrk#e@dvH?xhb;%u7o
z_Cs!-=U0<+zCR{prK&ZmA2!um+=LpW_TC)Ms2@d_wz?j{*yXJHlf$Lx-aZ|L%Y9Xu
zn7=B^XxEZMF;44f^-=?M*iv=f@j&$vDojS|Y8d`SbF10&D_R;r!nNA_&WY#u5V$S>
zbkK=wg`OYQS<-pmBDf`ql}iF|{kQVgh3*IHpM5wi2a(M9;u+l9Y-UO|o|3FhRa-#^
zS7v2l6~t2N;>H6EA+^2>Y85YHvL=xW;h%9IS_&sK%=-jXA{J5aotT0S*l~V8E#}_d
z*1*Z85=5%I%rKGuMVq}kety3)rA$CcvzM>0EWfC_c9J<iiAH^F=yi$UF3_)LP^bL-
zA>g{_haLLBWskb#pA@zg!b@&Nw=!A@TP@Tk-^Aa~5H5PEjktCI@4`<%!ZKk<x7zo#
zjN#I3PXVmU8A<-YAj0p4;~xkBWC5>Og)pTX+_U5X^|#=WC{|At*~6kjgVz`%uIREb
z>I?CfeV-6R%uUR9#Khr^Zn!h4SA#)&H%^r#VwZoIQr;hq5$vW3dhcwM$nqgzPi9$S
zgN+=)AQEBGlBc6n8~@j4x!XS?a=dDMsnZY~Uo6&Uf$94VZwn0^5~=6fsy5xZ7v=M^
z>9tGc0_0D3{sHSrMuZnzF$>v;YEwMXk1*ZFjPxfLuoO03ov$?m#C_)zF{@AN%2Nm$
zpRkhAPzJ2cle15b9WxY^k{l)SFM}KzQKOYVmfgWZyM%Nz?agJN6y43js?c2+h8Y@l
zA!|5KmV@!{PDgZ2P|%C4D1ZO~4Poo7G&2r|p%*XI>8Ab@6;o2G%JDmmHr*3+FgUp5
ztiTZ1zMR8)f~<yr4R}z83bi4Ne#&Qh_B8y}cuA3DlU}x!Kv~V}1*`W2KM<&3_TmQY
zaJJUP4oG<$rH#ucCAkdixxPH@LVd}h<iYS-0vOsE)1=cSAkpR}_J7|3n9F(?d`9je
zIoNkK5DE|6(hRA5#$n(A#OL<p?bGo5#~2WVb28K^8ANY;|D~7ljvBg2{-PCnih;!S
z{mAD<1oa-J%PsqiMzWJ+N!fF(?8m(Am__jS0mV%h16vpe1?f|81d~{f(pXT=PYPp5
zLL2I5{PIHL(Q!XYU%I&GjEi<E^wq62Yi%kxw{Yu=XzLp?svibDZT#k4X*E16Sc#ex
zDUU!tzCI2Y31DncC`VazGa7TtPE%q(`Px=nzjVPo=E&xX*fYqJReqPt^fClukQj&c
zcPDU1uN`my!}~4~gZvs(MhRS-RNwd?cH8mSJCNC3(Jy^Rw@gBZU|skdXLl|mhu5IP
zKEY4X$$+inHC%6l_SdrD7pD`jk}X+|*<~)yJmtR{(a_?CeLr0Y(B60c)JTts#Xj>t
z{fSK>P>R0C(}MPTMuHcu;no-7aygA2*%RB=&!vrDXU|1(*&JW2Plf@V1ceCnL5&qe
zL^jzaj?CiLtb2uldH%+<9vj$7oNGdVHMjrqYl>ykgj<xC6E^;pQs{5TQ0_Y7dq0%O
zeD`>nFQMog+@9YO<#;DIdavGYAeh6~gfpVs{B(|B9X{A4-D)VTxH{fBD6a^#=11+{
znGrO?LotKv?HLO%IDJ4D7gUP;^np5MWD|+C*l4m$PC4P%-K3*LF9xkN)7M7B3@^xD
z`HTvu0pbhfc}$LI2O&@L%!YxRO&%B&-GrA=wzZ;$pKlqPEu5q#i-IzU7-KYd{>$CA
z{3%3V*+m4Uqo}50z9)jOs+0UJ@FBa6j8_L69LH6(dNE0D%0j|XBXGvXr~m4weQ*VM
zZ*;m51}qpe9yOi51TVU5HjcK9{!aY0$VF;jvkZllmgS~GZ;Qp&$>6VRzLIbkm8lIz
zzO{yAh`?WrQd^yc6~Sc;KC|M!7IEjl(t*4igFO|~m%=}9pOZ*v1YY`TIT=rWw0x`7
zUpM?<t+ZHG-dM5Dj=;I4-QVWem8w}=B}IS|&l`=mvq^z9R}}snX@soV#ZBt&{ewIv
zv7UwWe}}>7o&SaP;i9IYo=;$>B_kv=%tSFy4$<|?5FE8&+tBzYFoqt{!weeTdc}Wg
zi#Lq#47HZD3;l}-cmKu+S|(mRiq}t?37WrcWRm0gGVQ)-cNE|Ii@T9JxWl%Oy}w4|
ztDA`tM~}P!++_3B?xO8^vZM7s+Hr9ge;BEU@j>0YgiIdrI{NZOzysq0t<TlFy{6hA
z&YyWuEV?pLPLKTQ|0HtWx<%(EPPu4s+<%hfeRI|>cZx5-Py!eS2EqFyuWK`Zd?5V2
zs6@MC!FyV8{pps5*cv-M_rCRNaG~8ylVr~qOgB*op5Dp1?=P#4>6|o^zCwH%3a-19
zi`7)919HZ#c?>opiY=Z`-vED0d$E48K3v9y1<V}!4cNikU=lIx{D{U=L&KF_YaUhM
zuDRTreoUNv;FYUb54Yo&17vNX{Y9UJeDel`^)`N`cpv?a!D;C3ro&W)#+`?CBLE7h
z=2vNY&GPnw$6wJbh+w|AW`4XX)!NECM(?jX=Q1llf33p<R85Kh;g0G3G#)ZeNxLNW
zqb_)E4$6mWr9m52Q6$wamx0JJUjf#<0reKAAd=rHT=V$spT_UAFS@U0?*0VdOVjbj
z7Wk!aH08VYer+&ox@LP-^k&QL7T>n1cC?8|7W&YvfTn#E{O_1_igo;ntAJ0<tahO;
zLO?HU)Mz|QK&<>#2ot=V?o&6fWbj4H>v0Fy_wMreT-ZClv4cPssY*qmD|Kjc#Id$u
z4VG)uybXjb+q_x6Yf$uZWXo?3=)S10ZcDL__bmY2Np2M80&-F&RTbV}k3$W5BvNQE
z2Ia%htXo-8#fs}3g4RpX*Kpi1#<-4vEbHIj$DzNUoCXQG;ES+nC=-~!YC|7|n^gGv
z#&8mbcB8!<YG4wIKD!0h4=ZzZ7mKtS_u%h+Y@qp)$c^#U!DaKgso+(UWS0(Q$G3BE
zulyjoOv%ukzD*^?b3)u3!$dM#)2g*WOeUeMW6^P`s;TD+Yau;7SIe9e<!|Btx&-ft
zp&BL(cx%Ad@2s|YRY8Bc7D>Ld2;Gc}vR+AJ@Za$YHv0Ri-frV+U2kkF=0=fjaP{8!
z6djmRUYjx1GfAU=VI>XNUsgDbvnIHlS<;;~MHvjdY^I2rrY0VAs3oOlX~R1R+6?&@
z4uxZ!m1RyT`In5(<pzZCNx7XX?AC9|=QA^7{h4gCFX4=M^NLDJ4C@#QbOdzb2MxqX
z7%#c9m9iI7Ew|1dE1k`tTl1zc=mVh_d=>-=)59}|P7=%lCWTxY{7>=hZRPRe8o~WU
z=<D|3a1Um4xCRn`f;c5x6Alk7nlQRM`dU&;(Sw48JHya3#OKS(Y?K?QWjh<xhaBzX
z0c8@+hA&>JmfLgA=XmEk2FxqXi4;G`C=A|`%H9&&cx17ugz#!to1Bp_DTqB|vjQK^
z%3;~xlJ=If3_7ZD2mNZYZ{J2FYAsV|3T;QNvM>8~L(1G9U_RkyGM&pSF#t<9tMFhY
zQM7t}TR@6jbK=w`b33GJUL(;J&noKnhofVyuUVV-$(*XM@mQTfH+#y-O(i-G8=K`C
zr*Jk_NayN12E{4MEiJv8pbZ{8+(X>QApw^fo4y0K(IPq3K}tyVFb(s9WhFad3xwfd
zpF@hiO*o*0yfsZT?0I6Sd=gstu~-6G0_E={_<MgMYvjF9s5SN!fIr{XM0ITtO7}IT
z9acMX8G%Yw*B@00xfsf`=|L36C3CLN(_@S`(~Ah|EV7;A0G;$O>eF~`P~=ckl!QYl
zAXIMS#CE&N+0uBOCa=(_P>p7QkC@u}USqkIV%+<(skE4MM>iSn;<A)I;3?uwP7SiK
zEUKa)Y?kPdtVqm?5Pc{lf6dTBdT<soJ4hsg4Yd;a4|keLnW_h>cFS1lAx@sF>PwYs
z{6mazo=ngG51xyncoW*f@sZS?Zxv=+wnHfSAhfAJRo3=+mcMM}eNer~z)P@a;-G66
zFPFFNYIP+#dv>SxSco&tRg+>^8BxlR8H}zTjX!1O`k6Y^dI@x>tk6~eWOZaIkDsiL
z{1X<M6#9h*DDN?BYLC^~taRWs+l>BoP>Mj6BxdKA8cK5Yi(=_m--jL^W8_*yOepD1
z$H$xZs95m4`y(3_48>K7kvGVs9y>R7DX;+1Lb;&`dmC%p5dmSdw!D(6og-|b?QEC8
zcElQsG;iD~&d+G}n<atP@T88lc`&2<%=n;*c*4D_xhli%OO(daZ2iixntuHJz}o7(
zM>m<n^_C3iD5fW4gc!ydWk6Gl8};*ucw>*unF>N8C0~9QD+PdXX#+P*F}JE_36n(g
z?GmsL!l4iy)Ee|SHjP&#3y-|@dY}^9SLAZ4r%@y&^$}`HJy0lmE>Lr<voefYW5=MZ
z?6#9GpD}v*ZEM78VO~;(%myuS`iDC7F3f@~CzbUwW3j2B%*96j=vBPRO433En9wAT
z2htuJ>KrtsV32QQkhINRt=@p{hn_a={VxFt?M+)su#h&|Lt2_t7R@aH50Ad=%L{Qe
zXasIp=}8AW5~s5TYZnjd&e~7`r4B^*FE#727d9Gi-qL5Ms3t-#ef7StZ>vRj2x}4G
zqGxmc8opX6?q6Q(F&JKTq2p7hX3$?dsjnS4uLBrdgtuu2XzBCUSj8pn7cH|l(ug+U
zNPi-s6<=`fvX`GRvrvO;m?VS^Qgd&}G9J0CxZhqAeiWcns;lYf>=@4qR@&fpcIC1`
zT1{Dy5N0TU!Y8VYo>S)>WT_<ke}K^LSIf=2=Ek)ms>vspMAOB@yGEyJakH|R2o_6i
zt7sc7MCgw=L_?&QKF|_0aa|YB5&l<3@1{<m_%Z(PZ*RH>V->6ys}+^EfcaaceG3ke
zIAjL+Z?+&)5guIAW(-W62MqKM+Y?72aYl=T*xr<fL-X~Hp7w9z3g#L2yp71`yO3`A
z8zvMI{+2$>(Iq|x;9dr+`(-85w$}2I@D?EE;`jKx`<cgY{T0w1I|sz^Rv68sV)XLG
zy|F1wYZ!>K4naDm4{h&Bk@*cge8LWIXkV_Ml;h|ecJ73No@3mJt<@IV{ug6!8P;~!
zee1Txy%hHX#jQ}RP~2MFJwTD-?q1y8-QC@xxD|H^!GZ*L4=2y_zW=??{%|B8lUzxz
zWM%#4oMYT$wZqhy>7k`V;wEcmY=RnHH`lW{G%=6yl-#Ya)Wry+ba>SJl{0dMi{_(V
z)7otc82#&I(0YEAMZdywo6@zpxQ`9hJcyvJYA4qZ<;`+5@)YI={R5RkC4;20NqB4_
z({EFqWdy(?_Kb#LZ<Jf)EJ5+i5FLo-mlF3W&_KHNT<TR9jY(P)xHIqF2H?5-HjDg}
zkUuv&{I8!OcsU43l$PW~Uy5Y83^Z3?7lmgJk_a7spc~p5qa8HZvit=}T_tQb<%nA!
zB=O_q)G$F(T2oUH2A65x-BS*X8ckpq=#fW#=fe-bip$iCL`5=ny0Mo$jT2W5Mk;VL
z`RXt?wRNyZDBgBA_>AJz^841C^INta;+y}>lM|B5m>##f4^{6qsCZa#_NA>iAv;0x
zE~eNS^C(++E)G^V^MwibmP&lE-3F{S1XUXr<F53i9+FyY#t_Ka#M{w(T}@qV@^xL%
z9Q%)DxJkVdan45tSGmZ<;=P*6rQ{cd2d+sZPFcM+UQVZ5yYK7(w(%f=Z`Br+X1(fO
zIizA*dlWPnqf)i^)-+QKe8Kh2RtrPl7sF0m!|r`(uo#al=`Lf*%S^|%KoYw=J7+|s
zkzZTj%e*a7CS=f5!j${LvxWoAYeDqRLibY<1J3=8!ugE)jJ_EFqn^hp3YuhnOB0Sq
zy}FI&A2XWQl41c^OiM|TxNFDwI~Vy)&mW<ad(4Y0?}sbAZ1agO{hXiFb~A>Dj4VQD
z+E+tO7E3;!>VE7q8=1TmH9n3Q3}<t&B=sG$4SORdxG&02en3uGU_+m5Ln4-a_(n&G
zTS@TqU&}<>ia0UvXyL%WW)|6bCv;Os+r0X;(N~X%>ZNLEdvG%I^{*C20C&ZkNCfLN
zj4Lz=l$m>JQUz(@qF6ES@Xn7h8fmU&66!#8Dqm*ohXM=e>iB;8PQQ-3{F=BgwSUF1
zWSCbaS29r&QeuuwLb+|jdt2EK-}h#?T0i)2;kD2D#D<<0kmm4j*&#@JSL;9iCSToH
zjI?Wyhg%zgAM`Lk=GN6RH<V{mypPP-zf)zrv>-32r`$0^UH3%#^W#}SU~VU;29vs3
zn<gh3SVyJLuulr+G3z<37^AINY<j=NhAshLm8srMcqxm>y?ASE9d*%M#&X&bS~mEd
z-*uDugQNJUj#lu!5#*+IRkd*I4iq0(R1zSH%dLu>88*D?+Vm#}mm1R075alIKra&+
zF2L*kF*Rni*v$RI)w{%LW=_QJ9IR*abA+sbd)7Gj1<`bu2yW%5l^JuNf7OWqT~eoO
zvR;vVb%lNii%_JPgwsfPk82*txnr~H@aC%zGvF3Hw_iwAJ>%!=yeIj@F1uRH-3(JG
zMo$<o{g;Ity2Cl_>l@kOF&8;r04D=1XiQ@5R;Cue9R@l(a7cEpls@5WRoBSFi*(%m
zT)-ClRhi#_^Duhv+7!gzrZr=>R>-;%6q6h(%2}lty`a}5$MA8ccg2_!c7@x9?_$Kf
zSQ#ASomqW0)M6UoUeKnlG6lECpIm6RE2<hF*bWF*H6JIzszwvt`+vqP;hy@HmdbgW
z@+JW52#Md#{|FSS1^);XQM~OeK<?mgDotnQdsQ@`@ZaV;SKG#{cS-4{R`egg_b$@#
z6Jy^ezzXpR;Rj%OS@&gb<M+ej0+xoXk&rg?(dBk4I6-!l=N~h7Gn$uT-{P+ZK%<>Z
zn7=$mmb%TDeV2I8TauIZIm<}xZLNl8bGGBmw8=vU8S##EPu!$O23AWXYP;FUv=CM=
zD~?#YD+&_qm+<O9jc4&H6OJXBf0O>#%KB%c3o=Pl13&wTS3)V@mJLE&A(PZQfApT~
zyJRcz@=QJ4dP^jyzS$pF<0c`mRtLX`PgTPtD7E`aT@55U=dTzg954waRa&k*iR+(z
zPzTDQW_iT@pLxDDT+9Fa=>G2i#+daGWeVwsZRd+7rlf3pnFMgN{qrK471O=Na87(k
zynJ5^#E?!oXBT0G$N>F0+sJrOR+qr>u~X?ceaa6DSpPy_tMQn><&bn90?oX&(n4R?
z+ultNU2Iqy&TlLD^;A`nF*1EU|Azt7B%$3V3^%2(&btrZCS7d)=QT?!u$u1Y@ZS7O
zTSdGb<iZ6hX7;agV?r|sZ!S^*-v7dFtW>z5^R7s13Z&NwzZkTCo(!<!?QWz0|I{XQ
zMq&8ZsrT{LZr;BsH?ZNlq}{n~(fQY%&#t|^x;|y;fBt<7O_HBSCv)I`V7Oy4Ql&gL
zDHDk&;>B58S**ZTICm5}``y}fv%<nwWIj*N8$kcc>Z;*&>P72gdRpt{7|{XtD$dN4
zOGQpS+90S0?G$kSc}O8OGB%cc<nLc$AHD2H1|w?~;U!_+uP4Mx8|%OAcjzej`Oyv!
zO&1ijtXsbsoWyl^qLYzjEx1;)Kww;+SpcGqgZ-7b`48-|@zte%a;og~NEE;SQhDiS
zpXm7Eq9<7)9l<Eb$OBP4Qxf}=f)=Q;iK)M_HhguwH2@))WS_lu&FtT`<7Q`PU)HT9
zB_%D_c{43OpJ(wc4f-uMz5W)tyy=CT;q~n{873?Eco^Mr8jz5ne6FT?Q0KXX`P}NE
z*1$S045HNhyp3XvTfEhylP&6_)&2ORe<jq5gX`KtcjL;!&85(5?kyP4<lYHH_3UVo
zz^BpQ=8PtF$F$eaQp;xLBpuY+$%`eW(dGZQe{I)OPD;Ty5O@xs=_P9Cam1Lp+9>)W
zzC}Du0(a^~z$e9%3B03=_PWY{MESDN_Ud;1eyyusIfl2c>PmjFJZE0~$!qo6^0URY
z=EJqTvYuY_SvSD%<>_|hu8N4IXa7&{<xShm)2f{NH1V>hv%ki`N8@4f0$EjjttTa2
z%{N#zlMwzzeEV@Bd#Ay`lp%wm8<BIz?;`8i2_;wmz-8+o3hH8pD(FC$C)Pu^g@e>Z
zjrn&A<MEynQ@VA&GkKzW0({)fDd!%;6@r{m;SEy0hlzA=G+NnAW_e-x?Eye={VYeF
z?KLl{C-RRUD3Hu5G?tc_8j5uwP)T~+@~2??c6h~S?;+>>cb^rX0Sxj@=Z{Ji8^uw+
zl(&lL>+1rWJ3CBFma1EP?%S<=8go~UhyGgtse;nZH#+g$xw7zwQF#qb!(s*5Ly6=X
zxdi|z+!TU5aeb=p9%QA_j5t<CqNpt%H^#?}>kpZo9r*!ORq3dz5E*+~2vQ<g0}H=h
zt{tH}fHk0sUIX?xB@-*^V}3clDiV+FJ!TrJP8J-hio(aM>0dWEzy2<6yzR1eL!IoV
zoc`(=I*N11?pv0#$oWvu#BS49R9koW`+i5N?m0r?VlD<m$#N6PCv}9+YmL|r;8#J+
zdz}4%OUo_izBxTgLe|w~ua{Vml+U4>fu=@2Z#pvleci5Kj@N|~lZIx{!eY+;y`S&$
z3s#@y^!wI3Ofi>h!MZGB4O(mxBqZL)$A0<DamH}e1=Yn>yK&#OVQ=W@8+~}s>Edb1
z)|8U?UzMGzh^3r|O&)$D&)Vr6Vea!W#72DsGFvA=A_S^){adi<a=jM3hqEr=aDy7x
z`!R4_y|{<xIm|TM1Aa>2DmC-KR)>j)hi9GpPJX>(6Z`sPNnfr>5@|UUbs)%LPZqUX
z_YuYAG&CMBO{rk$BR#M9OXE$%Ia#FL8I)?1ZRpjdGo0TiEvjQ_BM_lysz2}g1)_@~
zCStl7m?8dgRjHee?XQT<_S@ae^_cYpBt;wCc}qs=fiOL5hALdVjIsI;59wMV?-s5k
zMKmSM;~vXtA@v+y1N3RW1$QTdra4|8ubg$9^b(O8$>oZkCa$LM;^<}`;@K^vf!ZqW
z2DUZ*ze9TuW}BGyfc7m`iWcf}tw4cC4B?y*a<K!lt2~^2<RQ(g&1B#B_?Y<GN#w@y
z{%RrlkKo4i>aXd30!Q(?s(gy(FA5viJjq=Jg$yc)9D|inhgS+g*Yixpc}7xFR-k60
z4p(app)z2pk`eZ51<&l<T<v3rt$0@9MHL%Mp3!hLA)i&C?oxjp5{r%bH+K&5wzjXA
zP$ZdV1xFcaX>riG&-pdvQ*;RG09jdAgoF{N^Y|-_*?51v0>^Itblx9lJ3n7MQ#M6^
zkJ0sxyV+$#;cK{e#Hpn8yhY*3gIu%dkqqkm*9zQ1QZXbFk^>nudk0_%y=;_*kdoba
zPtoMKjo>XS`G`#T;3!B)R3hym8B}LPm#d+vzq@N}w6HX;#5`8rO#3SSZA{!fw#$`(
zLt+!C$`{iLf18~>!ta8MkpH(%RVE3^xvaD_(S%V=@Eu&hGz%}G6c&Y~IgZOr6+LV6
zS`p_LoRTGI;AN-oO~R1<@rO54Q0!8A29acX5R>$pM$2}yzYcUw(B>fpX6$ys#TO!v
zLL*WLzCL)XLBO*DG<}73Sy%wq*Asodmr=Q~GFB3)0<20srzgo?H-%-#@6NbFn%&ob
zg5fC$ahY|1tM6i>$MC9`BMGrtxldf2t}$bQ3f~vEe2vF_z3GLEgl{(ErQ&cvk5B0>
zzk*D0u%8whcpqOZx!N_%OP$+2r}QrMA;b=+x@*S`-rb@xk)>55(HrAnKkRnx=fQmn
zYRWBme}B=>`^jx~7Q0<$#i$7il+OJ*>!6%E?oiwNCS}Ksb5C$1QT^*lnM&CGW>*Uf
zU)n_Xg*rMh2l|Yss}Xofzr1V#gY+Bj7u(c;^-RZmw~N=<jEcrtGoFe=r`rXa^SRlG
zh=@Aq6zDU!o@wjwkVf!pOyyr$uh)~MdV~!^1Z=0d3z~xAF&i1DtB*h@uTx!aZrj!0
zS!*q$H#5mCtZ77t3(1b#g$$`4gKC#e#igb1b9_3H8A=is5+NQTH%V&=r%bhVb=Y+M
z9GRg)!CXQ<5soV>u>YWrhKf_zORz8S)6=5Q<IEGUXY<wzm_PJ&C`7im$@|xMh8@$O
zuRT#n9e7?pmFJwif#>=57IRn*ZV%=W`h0BVL|;ZPqWg<E`Q#Pe6is=dt=!Y%uMF~C
z*q``=!DYKkSFR>=rwq3*?FwBo-GXhWMwySEZC=)6rqjlOfY-vUUj}kE%FOvficmcx
zuYOyPYmdYf{9fM?)r%I)`f<fy$J_%oFi){Wz$4%(rWMt1XD_#)q{d6(>K7T%?>+}q
zflp{TKHIy9c+tb`Z+f8U1o@&2l`|LNj_3CB`=TUN?#QG;g}Cw3U3w7OC(Ns_6n&ZR
zwM#>Wo0J-(lxQzqOj2;FD1u`vy6>0p^DKWoRl!#yF)lLDIcL5VC4KR$8-(l}8G^MI
z4Z$cfd~p0=Xy-M-PybaTY3lL$Nb4RmJHNX^dF}S>Q}j&7soom`0s^ns7wO}*2AP+_
z;xf1wySrWT`>Q`%nWL<If3bm^>ofRZyrfXR^q`o<9C7<Jy{wM*QI+aH12QF{MtpEN
z-t{APvOK}ByJZJ_Cl)tZqHJRUMikw2aLPuLe!%IYYy?<nr|4L_KDOP16R(^5C@Nc%
zHeK~I>VpNy%MoN*-V9=2OazM<DgE(1vVN8Pey6Av&GO)6p9TDWWO#NOy>TZL7%d5>
z6w4gvD$lB4-d!>Kve$ON$@!tow<=(ALTrP=pkOX6+$XJ5IpG?}sO4U9;wiUq%U=n;
z!0552XnAg-(q<CGXjmfFt}}y2<8z;rYonp!Eta^%N8pSS7k>%j!o8ourR%V)&O*`G
z_r<=>k*ece$%d8F@>!kiJFv1))eDP(g(WU$Mmz~ldrH|petvfM(}o6dl~9ymzPGxv
zE>%wpt5d_;L<^L}$B@We?~xyNyFOgQdhNavZ16T<0cbeFvej~zQp8M40s;bNr@Hc3
z(XxWu0#1Wd3J9c`WRz6(LTe}UsphVToueU$Pg2`;GT9QYQ`yrwHNrmT<i~u=V>5ox
zFSmH`tuAW&R(iPTDz(xHT@4-@ox(LuPU-Y+w#=S)ljmfgl@OtU?~Fi{DS2m^1Q;5m
z-_MRHq^5|ldS}M<5my8EZo*PO!MPIu98pCg;deUak%xy;4_NAqt=rk11d^vrg}Az%
zy!7xdLk!L!2(}k3V)$O_)bC3`#BO&~PGnbX58kVn)1a?U&QkX*Y}9UJCmd1Jpg9f~
zh(I4K)6PQ<SRTCo%CIg*HLrT4)WYwH<mql@Qe09|=8Sd*3AUs@{Iz&R&s_E%PmUz=
zXpQLA)t%m&w!!1(l$zvSDT%D29Tr!U{XsTj7jLn7d2Q~uk1kZmn5iB##{%nl1j8+w
z2t-!5ttT$L&M2{0guZMDMTPZ^^RcwP3O?$t8cW5@Si}+4;+2}ss+iBy0M$2pKz52-
z$>C70(#qmf!PVx{BS|wO@-4VcF1y<G;zj}MlM|Dc@{ji2ABR9XB0O{|TTGJ}t7n8h
zHGyYvhLvToi&0Wz@@u3u48f6@=&NC8c};HI?wF0LzdH4Ir7K#rE}0XdqvZ=bib6GN
z_c(tjp%`1juzo1{&AVm%t^0ZVi~EPXgkhGJ7m{eImpgsm_yXPcCr^hf@M{Il1}9TO
zW2ax8;?wLWZVqM|2z>5+@S=y*1PJ~7k305WDb@wPRS~Nz>TnxYgL7CLK+aQe^);5t
zqVJMfUo=@gr?P*hde2$c7bUb~R6%WuGC`}(Trj=gj77s!gQ(Wk8LO|kFzTN95$@|X
ztr|Qz$;-QUKz}<vp3&*cvr@+oS3Qv*?@pIv&yl*<U*k$S)yA%$s42t(K?cvx+dRy8
zhk}#cZsMvR){m3^tSjx)*L;|!7kV5kS6_<?^EFtYykfa=E~^5sB-+a~7P#`<V`d_U
z{?^&wMeWJc7|RGevV17n%%#7=<-mG{lfqVYg*b+FdI-ZBni@AuEvfv?8Kd`)z-QFs
zfjeb8&G@8u-aqn45v0_K2V65(E^wk>?vtN=<|^J7J!sL7$_GUFmgb4ZweRzgzTDzH
zq-$TigaA-TJf$8s2HD`N{k%<RLaDa;8WWa#?ghU#G8}rp7@fzcR_kTeR0_|mh+m{F
zhh)9m1!WREeRST}Ce^uWezqy6=Y2vPe<*9}5&o;7D^9HT<^XkgX2F*D)H@gT?Tes2
z#sLi|VO1M?#2+1L&hm<vuiWD$L*=vTC^=;MCD^%_Wye2GM>CpEgIru&eqxhZ6y94y
zwu87tA*-+4w%fw4!qK`h*;`p-yeEq{`Vjj2eo81<j}%lb;6ZhL%Wv{{sJ}RJ$~5%&
z?VM0oRMgn_cK+sQUUi&P&D~&BO<ArCIg(5~s9F%$OzNe9Na)3Euf7Sk9$y}{p=Cv{
z^H>$JZGbkS^x3WfkEFsJiS?(m-1UPt<V13gr(cO-jtfc`T3R@|42E(s|1D#jkUiaS
z_j&}8<ER%3wRiCuc(h%}-$x2#J=9CgAoE0%kx3{*KGC5*qr6lU&4}~Na^tJfH`{_}
z1AdC8M1A4lFn%i!Fz58{>jR&u1nul|RbceH%!WbN)R@j8zBv{6_dIk$J#Vzw^G#mq
zEE;~U#8AW}^j}~@;Ep~u$Fa*SHGOrq#|TVOF~v>XHv&9Qah%hw46fY2+$(U@@+?lU
zXu{t>zcYOcposRezR!I32#T%|DeHy@eiJp0wVmsgM}$^m+BoEMisB)#MA6c9BzJ^W
zXu_X|`Fi^e2nmU;o`QDig_7yN^ZRwZKJmyyA1MucJP=I_k~aUU!*5SQrH|^R?nGek
zsuj}mb1B2I_O8o!XBo?uLF_~L3xu5G&v6nm<V(+fmW~O+?yfDx*q=<oDVbg#fryXJ
z!^FmeHWIVJCcM|+1YTDvZ6BMn)2L{@u_Of4Q*-z45?W!U!kyv3vyJc<3Sh_yn|=Uw
zg<fATTTZ;6(8VzqI_#+nv=G6@C*ay{{WR_kh=}*%2+08uY3l(qe_KnXJ0xJ1m&q~F
zR3Q6O{EhV!TEX+hL>R=Y#T%BgrnVhC2GPa5g2x4IFaLmu=cTitQ}{&pI1q?Rd^Y8k
zAMYO%ZA&Asq{iy7YSrYUit6a}j7DpPUZJQ@OYz|<@o`OJZE4Xyue!$~;Bvp^Th(rk
zA#HM`S7W#LlEHlA3D>3e&UgH>&-^I$CAG+%)t=5D_Si`2N}dE$BZ-#Aw1}e~$(Dk(
zPe5)b65npmy&du^-~*uxvu5Qdeg=!VrijLx=ZOk6@*9^RM=gTxj`)<8mQG?ro0X|D
zo?<0}k5#jUbxwdIQ4PKNFXn$sg6$g}1FeyCc5zLp8%jMiBG<Pa^Enh>q;Z<|<_KS)
ztZ(nn$4oTsfm6YUqwH*bB3^sObc_Mpphkb(uZjDa3mT&g+<-D<r5s<_N@$m!et$h(
zB^MKwjMKzzdC-(BuVVf3TBVej{YmG6YjB0@%+l_-(8)Fbj{v_-$w-Ry;KBL@kbXk#
zwjnC36t|4!Wyoxo@?^vBdCp#1172ibnG3yE>duew;+`?m>ro2*p=T<|yw~&`U5%XA
z<nKlk&hdP;q6E>85#C0n?!{@b@%o)|N#cWpLsL!GcC6f8-G#>)4?0^tt*RbhqiF%!
z=J~GCcV8vIBTRLb6;hUBc-^!3K8E&2;{g=vH5}+`x=Yu`zT|@uQv&9<U(ydy?UeFn
zF&shN!272fp?Q5XqN1wJ&Od||(E+{=|IVE46#tny@6QitlYSo<qY1&z0ib&qVUUs@
zgN;KRmif4?LKWn)`E=7$2yRgJ@Z*~ERZ1rFMe`EqG$2Q7%43Y<CYC}sS0G=Pnw3N0
zM?u^pw(9QsV(;oQg&y&@k|sA5)KL;IiBqnn<gJR-Z-ENabt=DS9jp*Ybd<Jgn>weO
zvZ^mM&i^tnFvMZO6-w8(C;&0Y|MC%(fBPIl&MOHd0}6cGZ6NJ_+GD~TATlC-mKl6l
zzTZV;?sWaK2vzj`Sp~}SZ&I-B&-Yw1+VXO4cg0b!F<W0gN=qZ6aw+>A5>n!&Z0uNY
zD#lI5Y<W{5<B~kv4n6`6LNZ3JtR)c2{djWI#8|B7w<TY!`7^A<+7Dw7Zah{dO3L67
zU2u-9*%)ozM@Gv^E;W(be`*9~*d4(dw~+FTUtt{ubWT)uoXIMgEW=N11WCWy3WSC-
z*7Qo*t9WZwRh8F%Sys^;6l<Jyk43dUZok{5VFHeaHzbBQPh)iI{p^>Btj2ZD76|F>
z1&k6TQGK=?QTYM%MCb5AiXv^i5lR57MNP!S41WF6pEz48`Y2jtc(#iZ_{Y8hW84U{
z31T_E;Qq(0?XMh*5E~Lg5W*#+mSRium0f%CuYJuf&s>`H@^5C$#LK@CnRAB<54=5V
zEx`5MIQK9uI!}x`J8_Dzf&}Tc>bqed$_mBY;2_3N@4kikp^8dH$%VWO%flfJQJ#It
zXhMXL=qRjCEb?V6V(A3Q!H1<xoy|RM0Xwb`a(Y!|ZB!Bx9dvSz%F&@*c^MgzU+TeD
zGo8lsy#05x9wB!sl2UnbY~kVQdw!CtD<~KzEc!gRo(WeU;sEgoJlOa8K+j_2+oS{v
z;JK&!RE2~@)#H}O_PYHia3*e!YoB*Ng-ETG>rKL9j7>fUp*xFz$+M2UPya!l!Pp~T
zs~h30Ir$E@7qWoVZ^0v>I}G&J7cw!|%*;Tu-E7tNFW}6`;O_54m`y66nNTmMpyTAZ
zqgAOyR<3Qg5jkFiR?3#VV?d`kLZMKnhm_$TGPEu7!f#dSi$y9RnO!yi*-qI^{%#E@
zZPdqk>pnTcha4_Kr>T(3AwBKtpIE*KC6mBiP&R+_nxcE2Gl|`kPN>(h<ySVjxEP<P
zbDczz7!)8cnb)CpuyrvDT;7s)y9>@|1|}vchj<4Z`@89BS_(KlF`j3^ha3XCE0z`=
z;AcC^L$t)s9d?5^d@jwMl*J6=0YkZeUO}!vrVv2%N)G|3%7TOi`q-(Pxuo%D0|=KD
z!laP%E0RmVr_UD0@-L1L8XDTJ$tvsHw+^JI{UMlRb@@lLJ+H#|t|+kzBLYr}C|<JQ
z2plc99;h7wf`$IY*>YXNXY)(dmAfuo__y+tlLzD<7~k3RYrV~*lrnFXt+zd6-6e?{
zde4Ar+|GgR`&{bv8+~--dy3JHE6M?5$Rp_&8~^913mn$LLYWeS%KMZ(9w@m7YEf4}
z0P>jUcybxL(QrghS||z*-FVOF*jV36Ls`A3{h5CVyU7^dWkX)SWPX8>6wx{sDX%OP
zu}DMpz+M{u%XJr?M;EDKZ9+@SmS+eC1q#xIXJh5{Cu8dl?T+eVT0K5II7G~N9^gxz
zjdhbLvSx(MbkUohoHJpf5rq?Xyz2KNuh$z()Fq!tqFv-24irvMdgj4&?ECP+PGN~W
zXbKQPwMk!zDWX(z7qV)Ivp}>7nTWc5@FSYq5WHMqOan#!-0jD$Ot8Y|CiteIIo^j|
z-Df=_<BWROTk)DB^0<Br<yZHXKi!vMe+DK;<%(x^=i8WO?`(fp1te^t^kAL}LQMU}
zK%u#`Y=`foD?Nztill2Ls`hbZ`CapV(p%>`I;8lyA>HtVb0mN#dRFIx4<&!L`%jCg
zhDYUml=Urmu`#znoOP*50(kRbrM}^>lf|^j+T_3I_&RfxiSx9({Mx9?x&2-Z^Pr=Y
zV;g@SD>~cf^2}P|VP&RY<Mylslq+o)oEqa(P~RyYjlYY>EeZ{8e&%G8<1=+t4Fwlx
z6dp=rt9|p(b*K2|iOFt7fYG(sOk+*AlMz_<j+|WZ%_+Ga$LB&X8~M^4wBXzGzLoV4
zR*_X>GS$(1x~uvqk*|Di_zyH(!;d{adr=M}fOd%F4sebgNXW@-nuA0xkuqM=`#L+m
zN%j@BIsaSk#STA4bRejZfdhd1j{duBtkH-oF}E(%dhs-CAzNH$NyTd_C8eLbGlw*1
z!}VJ8K04=9Ps<VBoJmWAKR!Jcak%75oAYVbWv4J4i`Ui7CGDXP?l(tnQL_W1Ix@3-
zZ;@d%j5G+{*iY#KN&!bhtPx590cyli_wcF0&2_&QNK5Eg`S*$whHjJn`mNQ5lxO)R
z^1MsW7x9M;lQC7NaMCbG_NQIf1{jxpzIJOr?#pzw^aui@1Pl%LJY~O%fzHd-JA?DF
ztqv|;N)&SPuX=dDE>jDzU|9M>MGz<E+qbtNs6s;6shn>RFgcy}>e&P(930|#XH-Yt
zWJ!|czv)r#)F97P12(ge)a?zQiRb1pz>!)P=3njekJyidMe(-r@~KDJh=XLVW(!{s
z<%W39Pk{|+<FK$C_0Yz%qG~}YOp16cVvF#SG-WiH&A28m32W7-E(B{^yz{a)cj%tl
zhoxJvRy_KA$6)6TT~>qF$WqFaP~6*|GL^P4H%JXqEp!)V9Gj4k;+Ohr5z~+rLE4vK
zL)A^F8tz<1kL@R5Vt@yHPWOF8-tP8Bn29*6y5L+Z0QIm^1WWM1Tk<^5)}|e@lhnQz
zJXHX{TVj-xl4@OKKBokqe3}OzTqmntzSSKXFU>O%I6s7Q5T_uP8)@ypW+91kGG=3Z
zo348yz_~r0MrOI21b5<!EI?Qp5LNoVmD8rR?h`iY*-C@TuD-$gec1g{R15b5-fttR
zm=U9x=!-(}tG5kY^vjKS!wp%mq^6oAq-$-NGlM-z8_P_7!T_A{lzh!Z%0^$<msB6^
z15$NNLc$Q~_krFXDL91A)FiW**DEDkiKkUsBc+%2(aa6@Xs1`vSCGtUE3DlWYVJjn
zy^h4CSskAwfj;bGizfXV(%iY=eU+<Z-+8tyjToyWvE}}D9r0L_^UZ$!vyD)P-GTH#
z)zxXd2D}-vBA?a_UWyu1ivDySI*}zZ1j^&MC`ZWY7K)zBFwHW;_9sTDviwGxs-h44
z)-uK|^R*e)O6gD%CqT1W^ai6()^?GFU0j;wIBbM0zqNl5(V#idLNqrw-8~@E2W+zc
zC9<R+8wPp3&~)oscr8pSZ6N=J41?bqRkCa+ztS$^viv8lvI-kEs`7@xH~&#F`FsEW
zF<PtN{#PjE1Qull+JC{X$|y(i-PHH+Nbb3uMT&Apd;cS_t~MVEycfX|REQW(W|98z
zCFZ}Oq>I6apN(sUjunHKqZl^n6c?f>E*A#wDfRyWr8+d5CPTbd{*=X#IVE}Ql2@tD
zX<D~}|9eQz&m?+2<srYGAlN<sC#$j-;&1~O^`970?EoK<cj^NF3y@e2`{b?1*IXUh
zyVvu@prk=#?_b&5vL7~LHX^oopm@B;jXXR<a3yP^)Ceb}Ct?2w?f|55s05hRsnc?^
z%K9($JW}^5JXm|z-9x!%mfHvETPeuH+ggJDWEs{=?ZlPS!ofHudm;FILUw(t{-G=j
z$n#7p*B|WBC(M4<PPS(<#<&h&g2klU-pH*}yHaK`$f<zlP0-9lAB;TtHwJL9ov-vr
zTQPJ%fL*hrTr*8-)<-4D3mHv_xi9sVB$U#Dj8Q2)Iq+tD8#^cWFBJy*pT@L2<lFj`
zx=#Zf##xcW?NchTan$=}_@vJ`EO0YNg@nvrEC5;!`=L^TV5+_@I4d$IL!=_3C3z%q
zOxK`pRRt-;V|oQ#x}Ar$W``Dve<kun`g>oWg{aG>?nZPx7?T~F^xNT+?LAUO50ABQ
zQzHH|0rgEJa!ChouIhkhvvy>V*RggdoD$ORUkps>P0<5yiaN^vM_1k%ynt&f<CPBT
zX)&ZkTB8X#`|pXqd13=9DF&js-%E1!nPq}P-;f#8yvg5wA5=tPiHATTtFtWi{0r%#
zEmer^t<oWYopD~hQY?s=AJsgh?jGSLJ21}h!B)v=YRn-qeBxKC!t+b{{vaRG5?gv~
zJ>m&)@{?5zo4C0iZ9aDfBDC<m(v<bkHj)c<^Y4w0eAg)lD?sbp2=e7f3EM%+fOxX5
zga7;;2<i+6s#Ohh2hq3<otY7O`QW2ZqCQKRL<c(t_Ka&)`ZxrHc8Evbj6|0&TN>{S
zpRq;642Cbc{50k0Vj9S^&9C#AFyEckL6V{&q?_|JLPvmtooGY>OGpDfOgP}qQ#en`
zzS`<TO(r2B)Q6^MA7ob<m8G9J_})2@RMK}>lJqY!JoE}m?|fg<`ZXU%Xid6<LgHkd
z=~~|FdZ-le7+3M$|8GeMu(nXh7nW{hNP0`I2BJ0IiTs<|`Sss0;W!yVznfrI-lXr)
zXTlE*W(yBgPX6($grglX)LKWk%9$}@bPKfSw8#x(Op#}3^b%XxH$`E!g5C9ag8x{N
z%`UQYK@OxH@drsH&r+j>=}wruEp*iuWZb({GTpUG+P7r?6TvfuyKBMnETvL=VbJZh
z!m!*@PBlBgt8E?2VQfaE#5gb{1#7aNts$QOF=?p$W4lc%ZzXK2XN$lf%`}###--Nb
z&e8vVd+wkiYW!NabMa?;bfI`uWbE5ywgdhb2fJT2kIK@6kOy2kN$TJYOuNAPG}O2%
z7nxb(9F>l_wY9P<P613PN#VPq`lA1A4*=asv6>QJCZ)vW=z&j;DySbUs|r=~uOlDp
z@&4!VEUmx5IXUkl2dBUexUTmiHOK2dZ=LJJq;5?5lc;NA+mTlOkHi!06Bd_T%{HVr
zljp>&`h;%oV;CrjhYRlMuu;bUwr@HVrVsqPms+46`;8hky`M$&Yq=Bsj1jKlgMUGi
zH2<pvgK>8|#3y)Jj(NPv&n#Rjb`X{_)a&{myJgZTf(_r`VW>g@K{RsChc~V#9iB)A
zqP`jr984FL4mkBh(5v9hNggQ!h|}u9V#Cet;brIJD&wsolj^~^l9p0lapTYa4x>kL
z3SNF*%IShP{LMsB7t)AGMw2_(gaTY|y5*axEDtw<bnnHA5sft6*l(?B(t8S9ONUZh
z|K(E&;Jn?5hNei-bD%(Wr~1&K>H|Nh&%8DudRJ~{*&{a(Yqef#BvJT&<;dRUmEluy
z>8Srvt<AxHh1lVW@iC}C@}+Fhj(7p%Z8YD#cwnf>VKC*KXa1|Z(px|N&SQzn#Wf_o
zNvdf<Wu+bd=b>xiP|ts3U01602sx*5$Rt|XKy!C=Cfl++N_FSXfl`VZ=pD@P0Ry(^
z1<SS`Y>@{r0Oz&T`bq=lwtVm&G~GC_Z@@z#!~Q-_y>|kn!9gl$N)IpoP-en?fU|`{
zw={X_i6n<I6guN`UMMsr^M~!Ms6g07fCC&eev0nj(goM)J+(8SzoM>B36r<~GvxRM
zODKP?bF|3E&dMr1ULLR00RvY3v%C~=PH6sJ$hSXFx@C8hH5lt+<yDa{IqL38N+lyN
zK<@`bAFbF7XUB30wkop%LZ@eOYF)HA8fmror8Mp%e)r@l6G;6$gvEK85{T)W7YunD
ze!$B@%_vWemAq4eG1(ExQfV3k2Yc2r!?Q715oh@0Y~3<Lsn@YJ_x+j|767AXQ!2r*
zX2+sb9yKD14e96D8rtN9tX`}KL)g!^ED=V23Eo=3C9_-(>ih3iKC<cmi8!{zZrS)o
zqR;k(uAwI=A!kkm=s?`;zuOqfsOc&!uHEDO`Ao>HbBPUo>ic5nY!3C*C->d;LyNDm
zva&kwYfvzJAjsLQXGoY=HF58Lex^o`Jg6ydq<HCj+MF9a+v;-FOBn_LSXE(Wn#N>~
zQ6LbbrtA5e;QR4eflr!pO|mi+`z+RvNhwATvoZEh>lq8UL#(W%&n+LEIG%05DGSB6
zJy20Z0^6Poj_P!mHgsM>%ZcNYlbO7zeHGO244=6K$jxWpd79GEEw2&}xf}Qg1i<k*
z9prW!RRJ-U00EO58=AKZ(wVZ~RaICV*-7`C^1`RVDS&XXI;q<0aXbq~BLaeGS{))r
zyTz9W0&c7I$em$@k8ErdZvoHtSDC(}(!w>_d63M=CPCllwzoVW7dq(Gy37b0y`sum
zaiPlSr6y<gqV00%7gJ?$`wZV~`z+rVgR}0J`#a#BQLk9c&b4{L+jgBa9h*mj4c|MA
z>obDt;zpqqeQqLZDM`bLsUE}qY5|LKFl+J7Iw4^2{;pFeHYFz}MiAgXHWnPMF{ODl
z)a%QXkeV1cmBKnKmBZXSmv7MJ+S~88d-1xtnWw3RlIpwv&Aly|eX)~+g9BV=_Rag|
zhOschY0>53>7jRG0;9S4<nH?JiQ<U;EZXy8yr!puAyQFdugp|$07pS6W_|q|S5jRB
z7SgNrpTop2_h%KhTL*PJ2eU<J#Q>kQN0k4V1Cw_`ytwLu1$QGJpA|X`85g0=nEI^x
zWyR{QhXWU>o=0-uWo6?v5IEr;Lw1IIC&cX(d6rjK^IKa9XP&SOM^na4js_RzYX0=t
zv|`qU?1<BB%iYxA&i7o@Ns<5V?j&XFer|t;c6;}opL$Xl`2H1fW(CtWm5_TP2T4e{
zU5A;@s}44ODc-3cP1xMpVg>E*?rz82kev6Y>+gDs9!XtQYCf<;50EAF{Mc}V@d?o4
zSNBV$Ym}p?B7L8r9_YrWIpzlpM++UBRrQt)FKSWGz+9N=<nq!cywupc?%9%*m#|_|
zjbA&PAw@p0q$H%1AfWjHl+nB$VWQ?Oeze9mL@Q4iL8Jjd$(hUocjDpUh4OolQg~gL
zS@{)bz?J1ZFxhshRLLOR2>IIecJX?B!mNp~E;}TiMrfJpl5oLkXj#gutRx+d9^Sbs
z8aFmko-}H-R`<Sxv&nQ8csBrw`&-G(`~=A$2D~%V0dhVeMv`Kq5D@GWAL*@KqLXnT
zFX?-7wIjF$$(JM?xqgGf3qqaBe!4^QPuQ%zrKM%+ESL1!&|jWzk{%#SpjXxXW}CH)
ze8E@80lpzpUR7%{*_ny1;^FY*+pXc8pYx$xgq*cPq-10hHoj49-Z|NEerLY-C_2rO
zWsYi~rH;GP{=b%{f5yjEe3F?j2k3IVDSgF^+G|RMe0+TTj=Qgc5H5&r_~UIwaW(Ad
z8>l4{wX8X~cTBBf>+CFIra+RgS;gt^Td&6lf`!|JqT!0<v#9+78|?^u-|*TE0kBWe
zvnezCVWO^{wkcnAStgfYb&Jhf^i+?gjS|6onM(k`q>O<@$oqNaLtT_4m7%b2+Uucb
znbkAo$hHcSE_%dyxA?VH+{%`~)HGAbm)vx!c;|_tV!x@qc_%CZ<yVa34kzPWiF_Mw
zbu}wJ3se7N4>Wn)1IVR8G<)MAaC=hIRufh<EN%@M)AziUG`gV6DJU!ypR6D|a}s11
zxLb6N^rejk!&Zav)HM0!a{f;GSOZm^{#m<GwQR|W_o*(Xy4RI;6u8+*->jzv(y@^G
z&HP=v)5UPv?p$!E(djZhJ-zsRbk=1yg5_mM5v;Yb&Z%lqNZDUlQm=Eh6A$VpP1?>i
zR+A2o$ZcrR0BJ>|%A;Bx?8=FRd^MpGjv?jK#5E+trj~be68dvKlGl2c&A+vE%KEfE
zL@r2WJCy&s)U_sixf4ubY-$?OL-MXhKAYowQqWcYMbczGxHo{R*71(qY6YJLZFDlL
ztIlZOrZCL^yI9KTur9|3up!anYm<^(5GjTqBLPBC&^G_=7!CtovltRqJl%>|T?p8#
z(I-!!ef(6WW57%Gv+~a*n&hbDA7WR!l&Cw$$Bvqm^7tm(13wRKQ&rX+gkE;3^QY1K
zwpt4eJt@S?kZC=gu;P-U;b8uRwZ&h}$nl4tl9~2aDE*DJ$$2z15+f3{=5Mnc$YpNP
z@NNSaZ5MBr`X(1KpYoI38|v##?y9|K*d4S=^MA4}Iv)wG!RX7J95zYJ7;(v8w9v3s
z%DF~VvaCOc9cC|P{I@4_BybX+rN_nmLYl1)0@<xb4BQ=xa7e8qa&3U`X`2zUMy9~K
zBWFcm_q{SHlaDzWDRg(#U=6;DECM>hRs6l=5dSQMyA7ImYHZlZgCi#O4GjrT?I9y@
z*8+`RO?fx&yLkxp+p!=0QBl1P1NqE0-`qbuj)6+NB$7}JCz^RmG^WToLJM%}nlblM
z`PJzshKEU@hHd`-a3*$+$M-08QDnQ1x40m=afP+iza1yE>vk_(hMouLPuaH^*1lt)
zMBAp{dTY(Mn0)9s!(RX>g%1q8`EP!Adp_L)f~~)r-pUf0&D5XZzg4iXC?COj%MqKq
z$qpU(@im9$DQP}MA*{`4g0$+}`OS?;?s83|+=mYd(<>bbyqEzd2!Z~bQ8dF9G0OxB
zg3$NxI$V+-QpXS&zjStWnLv3xxy2CkRe#t!IDL3>p^GLJU>wUSFw_~^2`@`vx7=$o
zd?FaP79JPtHKnj$R~+>0xd*murk`0bCH&2M-aXn6$Trkz3+MQ?l<m!de0O)3l0@`~
zIfj&+YjCAxPa1{ala-xKxoDp=f@6;S!QC{Kw`Mo&jjq;ydkZy~&T+WS9(qhf94=<4
zhpO!D?X_F4{PnZTHGLZv7R6Uojk*}~4ma0Jj$L-c33jE7_Dc;jdTSYiwwO?tPL-me
z>vf$qcKN45PrF$3%EJ!xHAH8$#2%urR-x#7uE(oPQ?|V#e#mEQQmUaJ&;f`nK!QM@
zDG&$?*zSx6Y9nELzH@$VgW5h2f!ji$XL?GM=VFH23~kJ&19$h2PRTt)RLS;F(E#UU
zSByM1HZdtF(;G6&2)EX7?m*NRD*IU%2dBid!@WYw>g-_5Z6S-e8Ex}21NY;tSFxV+
zZbF{h4_51qYKW2rlF_krZYPBb!RW;F@`WbLT_q54O9sZm()0YyyQC!$cjJa)tt7(Q
z$X37c5pI)i#;Wh;n_zTudS6iMO?L7WAd|FUAS~@spL>r75>M3(zQh9&YGasZ2wcq@
zZ5!i;`@uafx%V3m{PyAaldr_lh=cqhz`|4at4B8dGv>~4lt?jh{)W$;cZC%2v+17m
zm(9biXxnZ;RL+w6&0&|(MpY`OJt=KCsBnst^DM{rh2^OcM|<)$)PSkeR^Od!F4_E)
z#c_8uaPeWnb)%tN;xKi@7gVEXWOh^h`y$9RCmt_R&oIMsZH82v0`+}lO58Nc)9Yyl
z8&f~AWwW<8J=-j@&=CE{sw0axdH9n2Sy@(TbC;G2+$YpJpL$-PQfV#2p$7Cas!nou
z0$KBAH|O=EID>r0)h;<AbT#r0ujVgJ<~o9}IdsOcTuuic``eY6USou+s+w!eb(9B_
z{HY;#a?C3=$-643r<EdjuIZ6AP$i}Vpkdcjcy6{o>q%?#t{WLAz36U&Je9COWXk}D
zh1ruLkrYc8E~l~#W0XU~O%A=7C2OAgPhzv))~3YUsjSy-j2H1Y3O!mn*|uX|rsV~t
zm5S$25Rx;(OPmw2_ISxCKB1S(4A}~-C<8GQjmFa0?u*-3^dnLClT-e^pWF9!4lhS*
z(Ki>@=YOPfSh-YD8<U+GE23h4wr@T5B3zkhRi7LMljH2oC-ppr?M(CfYDL_l0LY3?
zTN}yDUsVv27z-O=BT{({G09Npl5fIr9`9xDf`Y4W2Zrf3k8Ha&RLU<&xi(<651{FZ
z$4p<~VOcCc@|dniro(?SHTdbdg)&S0jd)d0I`rjfEaNxM2OJDK5>W&cJPvMdGGj}I
zJp6*$*$-N8W>CTuw`5ojaATD$)0^nsTyYVwUYajVbQrHo2Zw<`0Bg=yPjQnSE06YP
zZ|ivsZC35>zCO`oHJuM6S0v6__ZuM#?P$~71sPR`#xrFJvq|~fPCt^gv5>GLKU>K>
zdR7Ikr@x54EtW$fd8TI+9-?axp4FZ!OB&;xUTzVRRM##I8Y67Ve{ITx><W+ns9G2p
z{ZVG7Y#^mkd|><oSZ78qqhuhtw$|E#b|PbOn9uaar(4j%LawnAH+A+5YN#4V+4vgC
zR1X6J^(h<+UXE8AG+r8A<|TSLduGq()G{s|y3pSvgRL$6qCbelA9k1Y2zgw$9xsaZ
zrq<0jay~ykQ9$@jbd<rVixVql<y_H>3q!EOO(ox;ZZ@8ZCZ8@9PnM*2J>^$;gZ$t^
zV&l?it`NwKh-IQREM7{gKLI+zQHwO`Fsv!6BBTH?$O2V1s^x7{_g=(V5h4M^Mk%BC
zuWNB>k>{Eae>s@0U0YjK6+I*xGnk`PFcCy=YqN5z(B!<%GKn!SDhJ4-7vgl`&z75t
zt(qWiFBjFoJShJFc$rp=@M)&^%*@I%F^S~7PA!cxhvtt_B)K|CNLq?pBCpat<zo>x
zQ*)`#uzx>*gkIRrvTG>irBq!I|Fdj-6guk5%ElajER4a4K3N<!)5H2DU4);1abeXz
zauc(w(=q)M|Nh?Y7(Racu0n6aq1*2Kew=*dJd3|#Z(6zwK0v%yt}4bjlwP=O!Jq}%
zEE4Ub%*^HVnF<f#9H^vPoG&YjIrDE`-(@auno6%wuD*Vn<cn4r&AqW`JhSi*BcB4+
zc@9y~!zJ3(W&sxd7*e|~`$9burcwk0(DAd$rMMULf@<CIt_SR3S-HZtv5}>yscOb+
z&x!AxVpr=boXcy^{BRv$(epA;fHkIW{wQbE$VNZSl?<y56f{?Vq-k%M>nkng21mMx
zt%bBlbv}aj&sU_*#`iU*QECO9J`|c%pSa3hRdKC#3*x?4`E2%0Yt}&qk9qFo2mL`V
zPB*@r$_6VFlY~FA;lvMqPj$rJRl(_LhqP)}d7Eloo}F+egdn5g$ag@ohVzr9-7l#0
zSY~*9hKD}Z5HD%^+#d=x(2PU^bCMa3nR;{PuX<&X1vctgot@{iR|?}##-(SiMZN5K
z$)*s)+es2Oqr(!4?I;bsSeAhsbJzwG&KOyuQm!9Xm`7iBlwe;puztl5Nl_>X3@+^~
zNjBSYSFh4!WLjC}wmo*?oXBzNo{ezM4b!tUBZowbx@T%P{}78oaisTES`sj7w3@$(
z7{g`MAs$;7%&T@9dbOC$(P&1n_KYfe5*15gFTW<4yCh`^X}jV9uoQqfS<Z;4Vf{Dd
zmUsVdQTOgHu6z8vVvgDzzO?nMHe;Dxt~wVT9UYO?+}-sV1?$ryNz1He1Z&b97~t6R
z0+aRZzjb?zSF&3GOVpu)-hI1aCd<<z^#&!-q#@!flD+Ao1=kHXi4DcQt;1+eC5F{{
z*e8KzH|3pTzuukWTo(UmCl#{!OXGF}-e*4vhZKC)s@MN+B2n~BiHpX<n&+;AQz=3b
zc6Qu=b|b*-X?nuKX}0K%!`xmKm-a2h@Z?Op{Uig<xu)n%Gq(x8Q<fPsYVzw-pRe5+
z&^6cd&VVRZ(bu3oZkqSaoMydu26c{wpAvvs;GbWJ34W^kKK!^|)O)%N4Z#{|mE1Y+
zGQ=M$Mc%2O9D}#rVTeiISIn|zECEs`-~d_UnCw>Ac1EP=dyape@swVgRvYi(v0?A<
zTK&RI+(4EFW?mske;mUdsvPX~B@ua{Dv{0pq_Do0-#pF<dDYi)*K0;iZC12Mu$Q3$
zGRv??!XaKK-~g8;c*fJ3@0Be1fb=Gj+S;Yt29d09=QLO5UxwCgecPUo_-y~?FM6ZG
zm#L*{ulIS}#RL2z*)n);dHxa!xilh+mgVfWw7T|EyFrUIz@a$v<;D!!tdJIO(5rwy
z%{)L9UUL4!j}(il6*gSt_Rw%b1hbpCDmC&2or;5Uq!Ts_wZsG0!`o`xo~M~(TM`hG
z0mF&si^NBRA2OxE{)~`*nJS;N@ZZ~SmCW<8OU%ATcCgP&J^>!(%4^dd>`HwcyPAf@
z9ZOFvaLM``JLkvbOGyH|y5L0p{dYZ8=9OiSavX}GGqJKWa{f*@pKlnTcYwQ{(bvx3
z5)?jEw#OwIZd}Qy8kU#lDh;=80xryYdvzfc-l$FujLtzFd*$YklD!!<DF~80c;*F5
zkoIgT_f0DKFOwhB3&fXXWD2Uqv)<^d;%7}ek+*qSSyiR;q?{dI#Z$FrBQ92zd*5gw
zMjl*#W2`5P0F?$8{ZuiaEQ9T=-1A=bnAtueL~k^e0Ta6R24ef<dk52&-?qFo0B+Gf
z)zwMGQltKk-85L?Q>TDXcta979{UPWj3j!Mw00!*8NJGGvL3ZaNXWkyYP-G_6$_bl
zowns^lnB*6JBVjv!9t*z#~ZmXmsEKUW@ulRp)+r1F3&qVrKoliDvvRb6{mKYE+v?k
zg6)*Ba!palt9*T0F4wt=!nr>W+sMoq6$9^n-Z{7(*K9kQJOS8IO7RkSVKhHKRB$H8
z=Pa#`S_2!8rE3dmW1<q5MZ9ZTwm6^#ZEo5?I#y@SW}}?<7ESwF*&XKTjTXsqCj4%Z
z$Qp)H9?U^w*m~mKb2g6!oeFnbksti{)X*bm>hDg0I4k@0U_Pz!xj7Z`Vbz(>ryqoq
ztaiZlPB0l%AtM0R%EOwYOitWyN<CJOI&&u6)|<K5>7}Ik>OMQt3@1`Di!EHc9gou^
z09?%&GVibz10|yg7b}YiciDMKw0s6lZapF5+vbR#oX2W&t#&qu!};dVHroST@1oHL
zUo(NynV@O|b1;U{kXvJpdT?+<LH7)<Fnl<%x2e5yzE7-&cTi_p$dL5nw4VY{&kX$)
z*0@D2he;VzNWt7i@Xkk!PXXOmu!2OgI**l$QxvhOUIpYaN8(*(DAFIMY)Jwj%Ehs9
zwHGbGp#e6U9G}VQ7@z-`)2VsU(4#FmMSxv^dAMeI*M|xuQpEt#rTpJPg5JizOMwR!
z=HZ~v5<t0w0a39rrO)DslIXQ=%i0iP;Wch`+|79me|ci38-G+M)MEN&*!MMU#yp?@
ztKEll;3M89rvvhYR8r$cm&evBk;Z6Wb}&)V)>Wx(skx9g@r|G4VD80G2o_0rLYVX&
zv9>&g(#4b2Xv%`**E)D_HgH$SVEbHcL85PChJQy0{OFC&J=E}FgAjvXiba8wW6J;O
z6n|}>msEl#SX-MRwG<ZbS3I$1Hy72gds|4-cL;e8mO_0#9FU_<Fe7%5<>VT};WP#v
z)pUMT=)~omt1Wa|2yTyrB@Z{gQQ0Wj(lGZFyvw26t^1y2tKDM9M?NMErYCQdU(ElB
zb_l^$i#0p=@u;_|Hy^Xs8WB_Uv=HyLs{7Aw`nUabwZeoNiG?RAuMx;lyJp0hj_WOn
zM_oSRgoX}}@wIJlUq3EI{|#~SRoO5_vU_B7ih+G)QsVq8bH-xq8KglyQ>e6p4#;$~
z(P2BX=rvX`|Js={LZU<^r2Kyo_m)v{t<kn%LIMO21lIrof(L>-f#B}JDp+uLEkc3>
zmmmr5uEAY`yE}!uyH@os&bjy9ez#wb9&fxcy8f}L`u5(Rt~J+ObA|lLo-gO+*kV&A
zLCx6VCHmO{@&ahE11c$L*eP!nN6M1r2gkgX2`t`Z77nXTjh8i3i*E$=dGK*doF5@`
zb8GU}M{`*KD6o87Cd=q#@ifG%Mw^<%68vu@xiIFqb@e2{-ueQ$^(|b_vUk<d+2cJf
z6bR3P-Ea?8#}7RP5wI^HEn1~ME8gof3mlbzjHMj4)d=CDqVQdY*EUXaQJ8Yt)eS*^
zWNa)AmfMDHcb{(%g87=yw{>40bJc$Quode=2@tBnb{nsgBh@0Iod3J3YgV0d9GcEa
zNsqLa2S`T5dO}CFOSJ>K>Fon{REG$+ptb|+Q@m9=1=_yDmmC&fT{25^=zThH1xJD<
zgir0RBIkbvfHULX$ovtHek+h4nL|18))(MrQKd$S^ygbE%3g(>+$y8Jtil|39lM^M
zP*LD^c~#%*HaKi)A|lygtIubj<duN#?4QOW*_Agx0c^XpXzs)}fj)_s)QEhQDRbAO
zQyH)K2Wwz--P<{FZXT@|%*cpU&KHo}K=DznbzHeo2s$w#<+IPSclYD<<6`0L?>nnW
zM-)qBBee*KALwYZJ)pF}1|%QmXXzn<ct9~H^i%PzZ${vYUzpj_@z>@rWb3c|wYkhc
z(f9liwnwmSI`gSw0ct<5t;U0<ds%Qe23}jgudj=ifUy-j0j2@-VD4bs*jg+xL!K4M
z2&=A*B&uNuYRK^@oh*8XLNrCEy*Txtl26t}R^qz3U<-6p=jKYAJd=b*)90+IXkBad
z!xped)i?dIi?Vv+;OHDRAAPy<8GB|tR`%c%Mx0Ie=9n&k4!(Vna~j?EmN+W#R5&>h
z45}f|9ayM^;4&=|T%=oz&cA_*BYY4yNv_5tOZ;hSPBK<)JV5Hx&Pw!13=k3G=b}eK
z0~HE=c!CJa)F%vnafMmtJko}_GgCGGG^#@{ofVHxC0TGkj~J+0vt>I!mqvHb4i7U`
zx!iw;z^Na-|Eq|$hCaRH$D@>unR>ft_=06bAxpvE8vTdMEzDTp4X|}-lVC!#|5Ge0
zo;^}QkThK}v|}lAcmBIoQdBI$Qqp7GujpdctV$FRFB+?*FayMk>dDczY*iuu3i;mJ
z9YbE@z1<+$c+A?@BI)?ARFVIO0O-uefWX@~7Z?}3JcN!mD1IcB=|WGv&572jzeGoT
zKABfP+cGviR!W86yW#DLQYt)cD(0DKRDvoBAoK~H;pH3+8p6E9ytGq#1~#OFj2jo`
zynB47sd|8E^=j>(!nb-wwHqx5|Na3~vi&b*ZvX!(pbAvj{U5jf&nmgP3j)g8D&J2l
zR5<;klJ?Pg_!{z#iq1AISt)t)5^skZPfs1zHwc!mPu%WL=lMwa@k@Q$;X^pp7>tIt
zyfXR8yL*lb6Z#{Qkye1@$BPKmHzhD+OP{xz!XrFJ?TMK$(>u=*QM4}h>D?CJ<G%Wk
zY(N)%?!Gfq&yJJ`vsqdOg#SJwx*RNpU<pG>X=rFH7%b_zxVQ+poZiufQ-s)j)jK&c
zl`R+EOatTwfQrN?E6YH~+6Wu_vib>{scyeq=vS3~udJ;WFgE6}y%QGl{=*lHzw1hp
zC!$2>vA)TPShNc`v|HBn)z#I6Y+i(i4O<GF{#8E#3!0)o-iHcCCh!(PK|x`c?s2{q
z6972?ra0Bz1Q{HxuapzVC&i8YgFI}28cJm(<%s7?cuk&hMtkiTTIa1_m^>IUiGJ>H
ze}vhxdo+<t=SJJF8YAGuD5RH_z1SMoY*89d7ehwho+hA{6fdAJqPf1kZC%pOZGMbg
zS(5xW-URQXWSZn;4azJJH6x;Y18;v{-^t{3;ql+`;k8k^l(t6xqt4%{(|t}x;o;#y
zgd>XH-H!_@!JYJ;TZ)KX0l%;mF7oy7I^mA!>yz<%7`)=~*iZPaLi6smh<E3|Kk(`(
zRj(ughhU#|0wKnHS`zcVQJ>)8;1eLsHBtNHd@9k@Xbw+x(iL?VUtAM8sG)(RB!Lg{
z8xp2(X#^IZi&G?buFA&O=J%9r*utd`i~EE5K)e>w@eAZha!G+~{~Tm$<;r=_zWbmi
z-8S{z>>>>S3JU-n;q|Ta#Y|SBuO~*5nL3|e>*^+LJiN%NtVA~*A1`<B=Q<Gt_n5rn
zdY2(gu4~7dltem-`+0cDtPwi(;l?{&F*!8N=IiO5Sr+v!!o|(lhJ$zS2<11shbql}
z5*zbhJ9op${cRwyZ9A5wPyUH#mzfR-yoi3jvnb2*r#kHP46Tfn4+#P*L)szwwY#tx
zU&U29*sR;E;+<P|dBu@)LnStF)<<%b26h7t)b7f-xz&bPXLeWMF`jJQwrmIpB{$g*
zhVBrKv``3iZp}fn690w-heRcL5kq`n)P`8yy-vV>Fn|N(#Lk=kPx>3#FKFkmJip7K
zd{1p6H@!;zU>N+{>OTZHlAUvO`IM0yh*7s)_7}n`|4bf<r9mGS#r!5+gU`>=@0-lg
zXcd3^(ouj3fmj-zXlfw(?RN8%53soqlT6e$0H9r$FF?j5k4`oBxY(ye=&}<#R#2dQ
z)7K{f5o*HNalg6If=x>}om_Ruvfd-dE0BVUGt$fd{E3alz8yMlHV9e*i>SRQU<mc`
zX*T>sRjAH2l$AsI;d$}2o+lokyE{>HgwOnZ!>a(m7X0}>pOAYKM;W^wJNe`9YTZge
zNq)SdzOJqh@_s9a#B`;EfAdH1M@=3c9<_OiN=!<iLJhyiPu=0a;@KGnHlHjV_uT{x
zG1aW+1MXA0I6$~~c)c<m1A8S=u`h1J&$bvpz6L+<UQ_(M`&0I$)z9-KEd$Zekiz68
zjkPRt6!P|69)idj{1}KEi;qvw%=~j3UiER|Kyr+7e?>U~cKcd9TrEbM9yQDJ3SAwd
zF0G(!K{df(Yl-VM9e^+c#Lil2G9~iptM-WI#GdC)GLjIJU~BE}o0W~%EBnsT6>)zV
zuGg2(*Q>GlO8DNxxGHUu(E3~A7s%^Ul?j(|X2iPqP*N5K(G?4s*!iuc&>c;M;;R5X
zO-;=Ofh`arIj@?$c|s0UkUyD>Hk88h^6u9E3Om-1s6ypYo8?O|aC#meCJ2op4`C|2
zIDgw3ZtcH|T+r5*aOU=0LJ`BaG^RL@?Y}W%>a?Ns31OsM&(DtP$-e46Luc;Js;$*>
z$>;Uv>l|?aDJ%b=w(l-G9LA_XlL3NQc|`&dEPD6oqE*Q+=61fUFwbYKdjbiRkpA&M
zb4O803%awXN1K}gZ1JJEka28!dee1RW!J<(9a!71_xanzFMY$w`1@MYkL+AsyH}{~
zdE#TJ#|Nr%R4qBfEX2X7-Ym#uovz~*#F>!nN+8?5e96>UmWTP<iNlzBI1s>xhpux(
zG+go$BTtSt*4N?Gg4JA*kC=-_b&;1@sw!h$VIf*I^pBp)uk<5DIT^n|Ev&T_!5!Lt
zaE8lj&uC_a>;yDHOiGr2J`XZ3;le&h5N_zn_v7J9=oAc2Gnn0ZH6<(We~(%3@W*hY
z=GwA@_C_~oH5#W5vbLt!2cVH`T}(i|KDf}%n+DR9j)vCZX3`VS@U<E27@yU}MmDEB
z?xcga$C@)i(-Ya9CGTGGSNEm+WaXek>0f7+yyn&ghgl7haXQqZ^MyUrMLoPc5cUOd
z2+`);=9LW(!6lC^@U`_~YQ-IjI=PDKxbd>2o^76IcmM<5T_<FV;O*XLmTS5Rf`@S$
z(CXrq(BG~>ohSgKZ3t6(sqk>ng44D!#;Vy<!g8*2o+!B*9_(Beqi0uH!tWI8TcVQ0
z6ZIOBhz2ze8m9njhqywoz7~B}qVc^gQGI6{8n;u$4e4|(oDOo<ivU8`g~cS+xd`R@
zF!2K=RbL(3-^>he^d?**V*?e1U<iBMRzLf_jz<i5_<1ulOH%?4_Gd<wT_V!&(DSH7
z^?r0kkmy;1Mw>7Sn_;3$B%-OR%ZkKjo<zT7VBm2t(LAb(gH$rNhXa3ry}~UeB^TY%
zj!7h-q;`BiS@%<>4IY|d{Ce)GCYtHV04J^>LxH|80(c_x-HSd__Cj1jbx+Zb7DKBz
zQw|yTL%YXrIDSX`+KE+j&WV%!x(I!Sd;$b#IdRokaG&xac1;KdX#3@#ieMpl-gKJ2
z9LZ*QNrRg-edSx=*Z#q)+{zz4V~2YuK$STyrx3%*kp=N5?y{<|<1S2*8(A1O5JTwQ
zD<!5RYev51;lrx_d<a+E(&cD2uxQ`vBH6FR&}tE%MyD$FDt3mzTVx4Wm!#f)hUX=n
zTKP<!WyGyQROHX^?3pC9JHa2M$~F}Br#QBblo8h+u!Q68{HDACGEId;bYgt&P<ooo
zg7dU4^U>4o$-*zLfZ+&O$gBWdseA+Mw-0N>ZU<qmCe!#Bh|?2;>uXr}t1(!xK+{wo
zIepHwL?h1&bpLqG3pzsn8UBfRVFA(SGq}Ff0TK)D2OC=_7Zt;Be0B}kO#AMDG?i!0
z%46COD2SO8#n~*pyu1O7*y4qDgqfdj)Ep{+hyEQ$TS`39H9jup;>srR^u(31rHE@Z
zNJv|g=EGu$fZ(9;O&!bNg(qNW&D<)gYcd--ZTQ!JCCc=Cwhax03Bf45?pHpzgT9^|
z!C$24VR^X)?>*o&$ajZ#_8$@hTo|OyMfX(Ff+z$d48++8p-PeJbJa*&QYY?!x)nOk
z@zO?Jq*B59z=>^!38e}D9HEI*#f~`Q%#wGsSRy5~X(26*V+PFi4hEK%57kyBkW8Vw
zot@3A-b=EE^#=+X32FxOZO<KOSYeJ{I5)_<yemlg(HOr5q_u*HgjeEoa#KB}!|fHh
zU4DyE_l;<sYjcwn5GrZDte=fxK!-Ko`M95zR>|o^bK(l<yLXyQN+hQze#-az;C%v6
zV(1(1=X5yz&e8mB*mF?**mh~f`!ylP(*A$d93N7eb#1w7r<Jmge{De-8w@A8C>AZ*
z05XTXhNv;{6k7AGrqB>6Ad)#L(V5-~JIPInq3&1m|5}gie0ixMY%Ne==2qK~f8^WV
zPUUrdvQ+`xb!5lq2?&&mROQ1Rn3N>&DV;rzDbD_o>}q*x{;0(9c5{Am7o=5^4IU;u
z@T@0Tn{szuD|Us%bAu8!#Otr``aL<|2HTX6-7y$D-F`J}R4KhHuf=^hMR3A3Ow#)*
ztl?HoLql!PQL(tMBM>8>D|*;pJoDA)%j_<*w_}W~Eppzbb?h;5?#RfVHv-R%<ZnFV
z>hFf!E9T>;G88qz+emAsAh+x}vF;b@xO<+LPvF)mobUz`m(y|a3~=dwuPDd>Bu<E~
ztYHbizVqV7^N921!WT^M>n1z1X#;pu3JSK(mpH%?r!L%dyiIGki)!SR`W&&v@yqZ}
zZl>{$+OBZr0FCU?V1Tj*F1vnkUB|;zopVIxP(%4`Kgm%y1oPZ-UbrsZOFX|~+Bn>#
zwY~N^TI7DW1$w{XIx1c&e+TGO;ZwaYynQS4I2&s1;hkZ?8urcJ;vswau3BgF^VoO$
zitJ`e?`cahZp!hV_g(i74|V{lruRn|ESK@AlcSBL=&(>4+ew)6vH~}gVzLAMVapZ^
zFCR{r#zceWuy&wmw*9rdBz{I~O3I&+k5<nPEF@JQQaHC$ut2Fp3HBEp0uO(w9Wti7
zhEdbJ9F~=e_J6~T>GI2O-(Vp<1xG&bLOpFUy<K=%6uhV1I4aNud#7tn<_W93Y-ehT
z@bIdzT4u+#n*%i=ZpeX#5fk+bao3(}_{ul=`m^l0`97ueqYg@%X{>SH#g9&9QPc7=
zjOxSJO@1_j-n1l}=Iqv=w5aW{YsY6P;2lo2?ZnF;1LtZWk9HdkjcUr;>_lDq8Sj&p
zQj!#>`QIZh9xE-Sy(9)Z5@sH|CH9{cs82@(CM11ER~5_P{**M{Tn^0pLLSaDSl`$n
zfu=ySt?e0ZD!mkcuU;`-bl+mk)OoU2R1EhXO)AB|JK)Y^KdtVe%h9xk&q$Y(y+=*A
zTjSbV_l(M{7aJ0av?d}7E=Z)wdp<#U@M)x_qxOH3Cxc%jH2U8v$|EpA2NyRprN&-S
z{`&U<_IVIXeJxXS%`9Rhv7L=}0qqb|&9>lsbK1)vo<L1S_3|YDz+3pLo#_k?ytTRm
zfHd^uk7dZ#sAPVg?hNLf+b>U+-^!8fGb4aSK-vK+%17mn_8+&eM-x2b|L{@#^QgtI
z{+mDe3gFPorD47u{@dkGQnvjSUX$h8)r88Sv-^=suly_a@enAV3i<|yYb#0`oUDz`
zRO!jHV^4JxxU51Z4gy~~s!3DdGIy6V{?M;$1OJqR^JIYySAA6ohF{*D7vD`eChM&e
z0#wC0xuILwdSs9j&>fyZfP}7=kN-1~JZ59y@%N!sG7G1+>1ExtKsjlQic9N`Q^nXQ
z?}3$3pT{992NG@I$PEoyJ2|=kO)1ugbt%qX@r7_)+#g^dt?jYs;&P(rf50isKtlZ6
z%_V#USC3@eZ~mpfC{DV;(6<A`X&5`7evGNi5=c#u?HeTGhJCa(cIbaBy2PTra0-7)
zVO~4@AH1<tDXfpAWkdP=kjyeCb<)*8A?c-+U%!28VoxW<<Kp8be)(@-<JH`Av)Mdq
zIRb<Bk4ghvWfAC?<mKgmNc80{e*fm_{I5}!syxpv$X9j7=1ABhU{xO1*(PkM?2qW5
zmp9T6{^#ZTE#lYi1J6kViUw4B_+2&R&G`g|z-JE5_HFkKHi4z3SW7zR*wG3!g{g3W
zr>G9dqk^MBf4FGgl`(o;?fw9u5zPC?#)|#|?W-a@d$znigPosmZh`vvMt^W!@5~LY
zv*(9n;}zSIX1PUj$J6uj2!)~NXn<FMCJdr*+8%j&bAzaLwFSDixgfq^1sGVHBy1NI
zvgM|>97`To-kg(-=9+SyVX%5~e%FIG7{2$L@yd;v3T7Ff?yx^4k|H7mH?x3gt_7g(
z>zkVf6FpJ`EoUxH`!mWuInqMOep~u(h&PCc|2)%gG~kioYvG6Q+*81`#Q;v2wyrJ-
zB$$m&NrKOY8bIyLADVR2YjBBzC_ZffOo>+ja&mln`q#Q<APO(s-E}Es`vG~RMv?H#
zV57zmL6tXwO^PRhLXw<_zP?b3=ZX42k~br{$2tAKox=olPRvvHg;66Q0N8PTyf&<q
z7XEi_dpjuT>BIWooEJcGz2D1mzo@>AY4v^bGd5OzuaIJ-6Qsdae|@u(>>qNx1tL+_
z()#`_&`?=f`Kclnmb1d^Je}793yYmw{yjYdYO0UJkdO@^TyI%ex=LGMKh8tt0EQDD
zfGJEWK5^ydzEEEqQAfm5#99vt_MZZ!N*tyud!BnVy|{&S^?n!sr9etbYMh+~5H01g
z@%*2FdHDG$-!q~S8GibwZD*iu9x!=Dte)ecZuo7%&UMH#WU`ZpceP<S573oZ5Q`0|
z{IgRrX24Wt`Gn7@3>z;BofB~zpYVmJCvuVkZ|1*1p(T)jrv2P`w!EfB(nCW1U1``t
z%ulBRi5Bkyrk`<f%Wn55z|V+BJ_@~N+K?;w{Rp>p6#-drme>=~ilMfb*-&T>_mfw}
zwk`Gql)s0Ehc(q+^x18qW1aOrnhGz0nojtm>d#?0+;=Ln&E~|Tx0fWYK)pc*R0W`D
zEcCl0uRMhL$K%2h1Qr%2YS<ZUP*e7}=i5~wz4M={@>rP5;XcNZLUKXXp=D+BLodC$
z=5wInhzM3z+7?bN4}X8*lN=-HBMe(!Zx6iC-{x&Xr?T?4Of1&cwFrSH!XQv>eZ7X|
z;<TCf-7B1!3EUoc!2G5webIQmpz3y79=Lq4DE;vBajX2~2V|=Lo$Gt$^UreXR0OIb
z0+aOdpZ{N0{Qs#hUU=L`As=sSQ5bv{2XkiIz!~u%@00v{ev-tTUc>YGN_4=|iT;fs
zM<|TcALsQQ)_jbvtEW3Lf!4p^puGlQW@~#UsVjZ`xq0-19siM9;C5u~goUD^I-lBg
zSlab29;{;ltI@cEIL7OO=P<2*RGAoyIUNxDVs)N)P@Xav?XR}Cf%zrqqK-6t%v~~K
zK8Y#4<~``k=ShzC`-g)sa}kqcYHJ&TDX&&%W@}S>NbGcZ*;P@hv1<Gw<9FY0Km4p;
z{3T{%2s%S8oV+|Ug{8pE;Eb0@cDJ&2DjRpUa#VF>@zhb(&<JPN$pip{mIC>P%YF5&
zGSaG3h|?NI&+u?JKqdGFIPn)Tn<w3=Bz9-kuB*bsP2cbR5IAEe14{-%Nr`@N3d4ev
z8!q$mi}ICI7Ru}$!;JP?+d57if%`UH9NyKQ#DUlPHyD8=3N1@x7U)X;f!xCW#L&)#
zht&feYAUOqzV%$Kc_ClmMqVteGak|kaQ`9uUxh7eAuz27ch`jwkk5mjyuo04R_$|3
z@LgtCIbM^nMDjOa%q;=b^WRW_g42sV?sIt75sOXANPMgqC|y%^F1&Ra+S9A>(MLb$
z_m~s=Fm1<Zo%4d1HpTAQ(RkhaCGVqW`w_f(IaA^fu)9l?LRX>Pey`beX|3{89e{V0
zIyt6MqKyFtgF?wU5dg%sqG2?pX;kaJck3-6^l^r>%ja|ux&x<I3kWQj%*~!V-8b2z
zmDG9gjlE|--hMUQ<5XXF*oJtudK|?A2QYu-{NgcS`l9Qctt+gfqoby#_WE$!-s^ZY
zx2H$xlK%mdIq{O8m$&ZP=mF`zY?I)onPrM8w<{X*z6N8EP5)}q^U7ee>izP@2EDK>
zu(>M=-5~(H{r;=(msNjaUg^89ktN}$S`Ju?t#Q;-z`?VX-Ce)23icw{o~_r#MNRGD
z??Ut)rwcO(^x5_K8LNfvN%@y#@Vz-R(m9qSkXF*u*T=<FsAy`t;Izhc@=2J7m$$El
zo`FGP;H#L{>4rl{3Hzsp7BgsF%}^T+RZBe&|Jwb{8Nk&ggTSt1_GvW<cF$lFMp(Vm
zIrH-gb=IZUA*C%hn9a>X0g&86iyzXt#<yR;l{@H%an4Kf#|cBNe(>N+!ddh)^Lt9V
zx}orlh^yigZ$7a=^!AHs{V*T~kUqY%ZtwI@W&yoIZj$nrO2UvV#Bo!O0iPL)3q&7#
z+y|H~MGYu5V8<~7M{%2A9MTE-0q}ojQ(US1We1We_K4^6xGrK}#X%*kO^m(wbmk%E
z?s;W-J&~+~+1Rp|Q74eYxh8^mkVJP0BaliG-k`-+h)00mI?t^Hk8}Xm3A5qYUwc9U
zv)36e`_T_+A%CUK)`JXcH*&!Fj&I*C|8`$QC-Sm>Fl~4t#g$oEDVL>3t<a3QtLxn0
zeK=UV2XS0E++<O7IweOsVSND9B~HmWhKqhp_x0@o$k4`j%t-S;rh2Sf`5{&PvonxF
zc@bY>o0KzFBHagi1V_}D^e<}n!t27wpZ;j}9Q%7h6(kU3ZAf;p;X!oFT6<)p>waUx
z<8V$0r2l*$7+?~|Bnz#p8Bm6)7##3{7<~4uJdkXfyoC-w9hag1-a$GAlw#34r~|2}
z->X8GfTWV1C&8z~F;r>kQ6alVgU}3ja&NPz05FZcHMG$Kxu>%TM2|bHec%Gfy9&vF
zZqP~i#F3zYEOT6J_A5G^mpG(vF83NOGT(C=-_6X-eZIt)4tbbIOsux*n6g&RaL8Oh
zV}Iz&-_@0A<vE&4Tt3>OW88HjrAd~NIMNriA6|r&#I@vr-0O;Zp1T|biv>pXxSR98
zqEp^^Q&|Kk+8S4xWdC6Bh}#!ay&7r})4-*t7&`(=f=ulw*zb>5Om{~+WU#f2PV8BR
zbKV6x0cJ}cb`;#^U~{}ICcS<?r7-Jp=j5*MZH?!NEUBiUmT~HJ76t@V7X-bORdjtT
z#;7>6cX07GMNJ`G5=CjtIgX~bp=5%na2U|ww@arQwm2>2fmMA{g!Z0!Ga0`t$=E=8
z+`tI=qW!T_k(K+{*zNZV32AA102dUrKb?Q8s4}}XWDt2hApcy=^YS1*_NxJvZzDiO
zh)Rry!44LY-Eb%8kdMJ0G=h}RKWuaURLUkWXV5D9yvE?ctm)6Fac`wn?&pU{lIQC?
z(^(jVizxc?1<lKX=TfiVL?Y}Yo(_7t&{}aN8b1^Lvk&Y3gT-%Z>bm;{SQ~<-$9;RY
z1!<<T_Zmeb2%IQpnVBSo8Uq_GMJlOeM6)lwJ+4%Qi*S-qPzFjG4LR8VRH)~!!5%6}
zPjqUGnyL@SD%@r6tc-Z+B_j-W9a;0Q`uGm!sz?^=T}0KW4+7OdbUGFdDOI0RioMN3
z$`7DEP+)`LzP=tuwBUy=R3a{})xV~q`cP#>M?<D@)?a>keysHL*Z#9_!1sUN++Kek
z>OMQ^)Pxv*!^g!VNL1@@v|1|wfjj1peA24<c{dWYb5c`5*+%9^T>ZQb*HXcAskAZD
z#eubFkeUqjLi_?l>f*Hu0qUNp&$VKA)o&S@$1mgSUKKM}3F^m(6Nj&K1mpo+j$!$Z
zP39AeJJkpZ%{_8_;sS*Ig6Gele->#G+U0+5@wXGNSw{>BqqUlhf0C`N>L|>6Wp&jr
zUjLV}547(T;1Z9Pd-LNZ$V4(&G=SF|nC6*ci?;N=5cj5RmF72d)L&#F&P{jMc+DI0
zukUu~95v=1{E6Mz(u_E?HzULje?W$|mmB2=9n9#f-vilD$3y#A<z^@G7W$tgXQ$2Q
zDzZLs-n3kq#eVC;n^GsQfP`KAxw<DH<FD+#AI8r=Q;n<na^O*gF)E)Cnc`E?9?NQZ
zd7u39lBMI;Hmhk~XA+{ZMjCzOXRoiJ{$-ereQ7WEq3QZQq_kW^7!oujQJ(*z8M?`s
zx1KO_dbDm8c1iuTUbm!F7Dwb0COy6I@38`g4l<cYdcIB<rM7OqgTP*grLi%U`|8Up
z)E!avC<;MM0!?@fQ61A@wn<0x+Rd{t%7#gm${5-q8I4Uy7}TX4c0SezOogrb#$8fb
z`A#fhmhs#)A&@pqPfu@oYcDrGg$(88G^|`X72$G!u~hr#A3zkawB?~B9)aJL#v-<k
z3GcrDIDOTs`lj?7@}v-l)XSL)6USJelZUb3<QS9Y)T$?M0WH1cN>pj*p-ngG-S3TG
z>V$CAk_UQ3?Cc`-nER_G?xNx@t(cdKdaKD$fS&BR;-I6`%+8RqbFaRW^y{u_fhn)l
zzBybfRR4RrvT=|tq|*}{&;6xYm9j~4iMlPTp@E;ODoyo#8y^`A7B12%ukRbpeA6UV
zg1SEsBiQt*5MdSMuCR&A=dKtWGo#FBO;6v%tu2^2bN!HXz&_M{IcIpp#@-`k#i?Ep
zwB6pl4C$REJ}`xvhD7CTbxtFqaJ>P|ML%bX7Gt@A;mDz&kcI@K+AH1JSJAd5WYJED
zYfCzwIjBF;jRoAGSO{Z2-IP(8Ysg;4Ls^3+N$9kT;IOm%WYmKhQCcv7VmBb9{ni4z
zh#I8JJVXTwaQ6sAzhZ3*SdR#qv-y)mZElV?%!~52NuWthsJZw|S$klk?`zgtPwe-C
ziA%TMEoq;cta7cAt5rlt>~Rilb%*v3V&`>*Uo0yr%$<wPwG?LwdVBHCb~@>q?HDI6
z8`R=5E4^K-@4B<dgzK;ZY4(P>ILt}2$Bc3WVH`q9f@o(#J|OjQCh301s7t--Dlmp}
z7;%B4Se&JIa|*L`a@5(LziG<f{TfJXW8KlpnDXT!>0nCBt5vIbd!gzYhD%cFZ)!`~
ziZ8KwxshOMrBW~H>t?n-jE%nWEeO{=iBv=D*Z8zX89xlfX!xr1h8^`%s0$9b;*+~^
z+vmtx%?;v*TC1lXymX2FXe>5IqBcC=-J0K)l{B0~Q&p!k&(D%gYrLK2<kIOoSZq;|
z&O?iq6n=;$P&ZvnTNcU6A@8=eoGw&j_MAL-&0vXB)|}Ugog<~D?B4OxlnBa$8XYTM
z1Z07vh$AaYv}2;!-^6Cqe$;-ldUO<l&phN5TuIv>MQSQ7Ty7Q1NuD}zS2X9fGFP%y
z$5L97SI8u~S;&NB?j5gjU9Ukf&-B#IKslZG$43eIa$4rwv0ogF@6jY9vUjs%CxM~i
zT|Ybwu;zD}(Y>l~X8$5zl18|r8uwd*J0P^g>DDQ{o<UXft{Y$afoP<qw7&1X(I$T_
ztc~8yXRgrVj(Obw`#y-3)wa@RQiV02iB%Yc#@9bm;qKV9zJN|X1L99@n#>cqQt*(v
z7>pdv$pQrk?%(j+v-IZ;UiMunmZWI018GGTj-f$8Ol;S=9%6jC(uF@OYd?htP|_2Q
zRnWkujr*sp8Mc3}AQTcS8*P;=zNOD^B=wwpoS)934&ElXF<iyN&&_ZIq&$4HUQAZi
z&wQC34#c7>#EdeM0A<Ag?yZj?q`jMy4P#MF1_qC4v~zqM?b+RxYX41xv?*jL*@*G^
zc?CH;akQFY=s|JegHgzOu&f=ECSg|R{78;GBZuXbS}J=?_<Xbm&DXpQDe<`KzqaEH
zOgnR)MiV_ETQVw$8>m4}Z@GKQ4<^dL38@QuLIJUT_Wecu9bxKN!JQ=QeAm*$0z>U&
zV3et-WJwQl!+Gb-gvU<C1}Ej6gMaE;tx*=c;b`@k>^YJh<Q9zb8{b3=TYHt<`}TVD
z+!I_J=1b5-g}bvWRIgJtSc(=@x)4+A%@8x23@>?`&1UfOxtIltKD(u)rPcP%L06`a
z?{T#(l|>dJs?m`+C`*zI(D-?;e`6m{DGlgQUjR|=OP1lKQ3WgO22mlg0J@)X&eR`8
zwXyj-UDT+1E6vEih0n3uHbRNN2Lu#|C`%Z#3FQ_Hb4j3MPh}!~qUf)m`?AwBQzdJ9
zp^vhZ*!ee2bJ%9XsI-5Z_6U4lE@PS}V;vE%TO5gPWxR-NvA0xd{>o|8??m+3-5Q8n
zuN2Y0Z8Dr1wCGczHfbj80G0X7XQl*>9VVNu3L(bP?8BlZYhO^@jL&_TaDh#5)Q3ho
z$N6eXa7DjX8TyrwBVToO*)^%Dm(BoGuSnVG-V3U3Stoy0f$4DcgtvvS=Sp!NG!1gC
zx@DTp9V5uLoK~<f&f~F8PP9Dh<%8rUW2L84&TSnOT<Vs+VZL+-ubD*9TXXA+tg)G^
z+uz#KSy`y*1U8E?*48Bxts_ldAwVF4G`?i6js|RNVoXa^w?k}A(eEIy-6?k1q6ECb
znCssqBjX2sS@yqs6Lb{g&_h@C<hfzj0vukU@XNJp_*s~xI@kKtdom(rLyW~8d6!%4
zwxK8D7y6GHn+FL_p(^xlZXiu0cJ=rs9+KDhMSflKXt3tX+SUf6x)P(X+gLr_n!fDI
zx75X2Lu;FdIRSjJ*3EgEiWeQGyzODkk6V<!-nIR#gV))jN^Hhxp{XliE=xHh#r{O{
zytK5QoaB-{Jgo#sgnmV21=*_Fe@trSuv}feYR)Aa`Mh(qHJmLx8{e21-jdkni?F19
zb@$;7tam;rLU1;p6ihYt%*rfNYc^@=<wCZEbY6h(^8>Og<#zHy9#rv&gf#q&r7>cL
zV`YLC3fnY<>O#$^#fD_c7@n4pTB3LW>a}*diZM}9zQ%8r@(E>LTiqwyU)gDzRF%8+
zYR=>#7KnZo-MyB|cGwycSO0?5fA*)K<<(X_x@WcPSzPgMfC2mIFLXwRSTpkzm{Z$_
zNrOh(Dqab3aipb{nsDARGM^toK|vPZT(6zItZwM2fR6(XIuw2}DCzk(F#G})UE6Xh
z{6dfPyX*g>Utu{g^!&LqY}qONn$RE7{T&|OF3p<?_OX?<tx`p7;G@TL>gf0q7pFuq
zirTPW7=9@#=JT<lIPh72LwNrReuWnW2?oC)uHe`9?^o<jmmyeU`efmE5VG*X(x{zx
zp(*CP*4eI%awGZ;utgrHs2y1&`_v5%cmv9UU2!m=bfQjTl&m8DYfZ2Wyfrll+jR|4
z(bN4_)iXhEc@Y!d1$oUz$F{1J4vM>q2g+K$RuA-#4R~*?w}Dvz`2-l%dI8L`jFKRC
z9oFuJbO&!}-EQWz^k>>TNw5W$>WRDbnfpcdR+;e%-J}ryVCpw4)8Y0^ti^~DJ-(fz
zH}L*0_$AvgLvC_=rhS6-Lc&0lT<&9d^1&hb8j3I|?RCBs@j0Ws<~l0m^6>aAv&3bJ
z3dy*Lh6JD2{r%+GT=a6wCplH`f-l+G*)upT7=MHlzU^B%%V!KBA|ZV~ZiQ~o=W@%)
z$Q*+eg$i3f0M9o>E6j~7O1W~2%S)AOd&4TE_I>~F`>)LxP9L*-#`WJLJoJr&Spmw7
z)6o>3>w-_AzKW}MwOKe(X>-sO#QhaFga?!PH}|)|z(6PiygPWQavmm(Iy*agoUUJB
z-a9J^j*TnkP5H>Ou&`{8lwbfB?1b#D#5W}93ltP(JaqUw*S~vLQP>?EESCVAHI#Gr
zD)3l%zaz?|e~KqZ8zU6>tF)9=yT&5@aaLf@b}d8Nm|!M&DiOIms$XnuYzned9*2id
z0kTq4GHDVBX>9ZwNVwqwBn;By6Fv=VYG?!;#X<8*aI|7>O6qQ9DsAVHpim!%FiDj_
zh14PCWdD}yU6QQq)R8SD8zS&C2@s!5YQgV~`raNf!TRo<(jLKKIjyo|$9up__4x5g
z{;YTVV+`FQ8VE$e$;@RP-koSW*hN;e=$9h63Y5|LHZif5aM|ZXDj2724wAB%2${1y
z)b`(wJK@ey@83KI0@3qHF)<+*V5`4g*1r%D5pVg2f?i;CsB4CcZYh+%z(i#_T6;~F
ze0F+fzb?ft1Y5P-U#QZF1?D_2iOb`9b$wT?U9CiYtQCEp_A^uRBL96><{{d!kpGfk
z1NG}PQFmzbJ!>kP@$r+!^LDihu=ge8?y$=j>aDiSx-Jt~c$p`o8$aZB`-2|t^&mn&
zRDZf`3tADI-1>B7Lda=IsPA*~3D^s@)Df8YxeFN?p-{8M0+V71qsM7#OL))!5@n{e
z<<R0eBGN9+mtK1MnM!*7RQ3k%cDK+vD_jA=LW=ZU(QinE;PH#?#lk>+l@^ZB7n;l`
zW975t`uh5{h6CBV41vt2ybk`Nmtmp|DAW4hCb379@F}76?z*)5ja~edr+ISxdEBS>
z`l9hec+XbGd3mpI=d*XgVlB-C`Q<mvIyFGTfBE(q>q)z8=?aOpkMum7RN-Y0@Fw^3
zuKVqZ!Z1I`RFSGCE>kj(y-E{p#0I0r%J!(yE#sD=lT!>a<GZ*lXApyQ^y=9(NSY_^
zx3>BBH?FR(RTLNig-`kDy%ce5XbHz&^3?>?!@7&9Nb90dCW3)ku#kxtc+w1yuWevK
zT2TwRaWl@%=Bz|QbJl>+P`SpdHeIWkT4`1`5_U5Y_xg}Xk?W4S)Kx%3MV0p!4WGGf
zxF3iK7#scO`q)ry{j$ZGMCdm^z=s6o1`t>Mj7coij|n_yE!$_b6G|5HCI;+P^fkH#
ze=tN4`;34^qFUoue(>|dD`5`A2q7p3t-KFzOOciyy%`oNs!A+5HlY$*m<$6N32dQ=
zL8PL^7&hbs#ykYuq59}n>!yalxAc>D*RCRCpVSd<U>0q8&daQ^{<LA4=k)K*(`!<W
zmea-FR%{m?tgVG@4(@`48k|t$to3eNOe`8U6uJP%y2viOBYNO$aSWzjyLNK4$8Cm}
z7JTOE=}!5sCrK#QyI^%Oil!U3TUgTi5OXM+$W?r<0-rnGfY<d@x)6FC5}4O;r;Ub*
zS>WU^f-pmaCY*m9sqD;DirJ$cu)O@)y8s$#AfJu6q+eI(E+w6x5bm^lZjOtuA;>UU
zeSp$4T<RukD$Th&oy(n)di#9Ia|>gVwcP>y&pw0%yGU5ykR7Vas+a0-GC8bY&x82v
z4aPD&3CkpI>*&x+tw=qmwsR~5=Za})Xv7xZSN8}pl=q#K{y>N2moUxbz3%Zr8D;nw
zAJP20RKXJ;*yqMU@X6^QfDR?|%_@@vpIPrO#OB2(^hyb`%Y<!=r2f(_V_F;2iJl<J
zmzp?#%fvJWQRbiOFO)THP^h9=yAr-RKih3asAhOd#a=;4yWpUjZSVnp;*ug}5+YMF
z&xOQ!`G*e3HT^Ae|3j$jd}HP<qur;dPMp0Z<$y}NV2@=}_i$)I!A?9fD<!O4zE+y`
z(m&82*a*k!str0`co+D{@Hr8(wp=3F)E(Gxwkxh43dS;U0e)V7_$d5D3J+>)c{bbN
zDm+yR(V~2i)J{jn+}25fQoE)P_LcD9D8zJy+0W8YU(nx4A+~!|Qq;Bh7Pr=9WvO8R
z>1Jv~L^9*2!GDhp#9n?<{03_{Y6Rqx9M#=Jn)gA{e>`@75vYTo$f}g*4~}HQZ+C(6
z4UBwt;VR1*R?4~~tf}ww3ss*+SYJhxiSY$a(UMa~)vnJ|hcmzpk}C5Ac*v_arYWrr
ze{u>*K%b&@J@?Mz)6zr)?pxnn@B)@K4sd>`Z8*3Z>=k0j|K{jA*VI=#Yvz4032kt(
z0@D1Z=-4N=IE_kM2Z&0SbM{Kr?>>;9F7R~=b8{2WDSX*hee44Nww7;E_h6l5Rh=rU
zuZ1P=a$)yJxvBQ=b|O7&B3BqUe4b`Xpm+TBJXG;Ult3r(tG3qen4Z>5-3!g^R<W1!
z)QSo3I^}H>72P2FzH!*zJw7(!DBIPj97Z)+xpAC$5e69X4Je@egO2W8fh_V<T?PT9
zy83cKfLI@+dXDqB3fh5H(7X8M6^;uqdePzRR@<K^RhUIDD>ZYd4NMLF8J|?qa938)
zeU2~07&E9YP<A&agD#Lpc;8`d(}Z_RA>Lk(5C7X%$1+4z`ZmIO3sP1#a=PG*GMDNO
zrJ1yMmTXsWjtBJz`-VPwb0(#5r*qU?dT4BE4cLcpU$g*+l6#oF$1_G%g(0g&>a)OE
z@$5`&ZG!-!R9t+D4+0v#Pxy{)V|L$erb)l%=Z@4wdv<D7>qJq$JK{Sj2Gvr_`OkF}
z@Y9zx3~slWdRR>Pfkob-qMd%OsFh`U`iW@g_~dLl7ycC%(wjQo7pN%Hxjooy*Q^BJ
zLx{sax*cj>3(?8476#~m7fAUry@@}zcGu==C?j;S{QmoBd$LFY%Z*~($4Sg6cWo$z
z+I})^%Pu!UUkh(Ik<EEV96f9b0nFX1X2vdjdU{R-zg5sK1rlsZS3r5(_ovuA`bX7Y
z^mOEBVB)}rIEa-`k@up&vq#%a@b5CH#$n580MdvKD)qs&-P-f#3KPAO@R@_rl1e4{
z$Ku&Ok%iA0HCwi8?w>TDH_CZk*6)zphh?F{;bP`>1>fPf>%r!6J_ai{@Fu+Xu<z`S
zq_33%H+j$|3>6eUTA8E59r@qDG4xk*ri)Zfk?@~vBXp(<VPNDeABfr?_l9-f0hJdh
zJj!uy1eW$D<WipqG!E$bWsliO&~lZg25DkCCczEz`gituirw8wV9(mRLSKj*AydCV
z<NfkhMvKVfQ(~2GK$P_Q!HC>OyW4DL!QZs1olx=jvH_Dn9=Iusn$?Z#|BJD|(#Q*g
zzB+M8U3xJ_x3c;aOYs0~ZJQ7rs_ZpDechOvsmL(!=qYUdO#*jsH8R6ke2!~KizN}j
z>NdQ=Sdz!^{V@X#S@JI5=+URhK*Q4kM$hqo!>w5P+17%ty1TNI{g36xi(LIbjDEFZ
zg>o``h@k6glj~BeSPb26HoODYg9z_ctDw$j7la&X6d(M)t!!@Q#Nz;i4LA}1_znb(
z_VF(5jr@jemR1~xHoH$jO$)QNl_3YpIl`rQI~+P%k;tmb>H4cYLtFKxCRrWb!=TiH
z7F|6(w#z;?LV+@20B%+<^f5Q5cW`hxndFA#SB%Dok8PE_-5D_u5ZI7jV21{rx&wCa
za<@s#axhzb`}8z2d?``*+<$5U958W$fcpi~=l<Ul>HO|TY_hNvSopu5GdU`IbNN_t
zhuUN)ngx%kyfZzqFXAhdnz084Ra(AwgI3q`BGzo?U4}riB*XKkPchV%K{`N<O@?DE
zbo3Ef_@rvb3tCaU=*(-guiaVs@?umLrtd>|x@)%pJG9gF4wDNsIG5|+3EuRsLR?!~
z447q9d@YN1El5qgR$cgEL;}3{39t!10Q=Y|b4elUW#{jzy>~wCdI|R<M%T`RM+FzK
z7<V-L1B{wH4WEvj!IJ_x?T2FNk>OUrN$f$XtKU|Hn&0#k)8}`n`KhA>vfcd2l!`$W
zi6LBA>aDxwU<Vp6v9T$;|6Of0i?G<>+&OBL?*^DwCmYj{ozj`oq9XM9YP#hmX)KF~
zz%rLbid#mYyPQ^fyH2mT3~zSbnA~n&v!9RMro)}HafbC|xy~eJ_87F^&X{6Fbu;wv
z$M5Z>zh>NtM4j>1MX3d^f{%NXW)lQ<mi}0@4fhRoWem57Yu}<6e=(utzxxSA1ty1H
z<fXCE*6MA-5h!RO=62lTuPyHn4tE@4U#L()54=&8aflll1a|yNA(>B4ALaP+^aGHv
zal9>dmH8EXz{gCG7_6+c?UvjE9Oij0Z*rGT*;a&oZW-~BsymW*FL<2Fv9)SE*9|Y0
z?#NNbWu5d$jLy-%*`=P`*kZL`Ba=`I06T`CuCZ|+>|>8QY+40s{w6t&4r;cb7R!T(
z1XGZaxcpV~8QZ31Pe_36!hK(6K~*2c443G~mqEh`NBD^%>+k<@Q!-!wbHA-*8LMQ<
z_w-4Vg1>$mQ{o>+sP=ExzSl{eoBN}<I*Sy(RIH8vU1^e_w7>gfM1#z3+^BdYuW#xG
z2e-gvQse1Z#Riz*+M^I5w{;nU!f8H6I4p3HK)kD};)O|}(6vG>spc=z0|OY!yY5k!
z8(cj-BG@Y$oKC<)I4~S7!3sURVj@f9XQD%_J=Op4Wz2J^z~UP?a0Ue`VP_FWSGJo}
zt<M%EIV96Ai>|j>2E5IxszWE;_QLdd498HP{Wh8zjLn24qxp0${30p0X^`769Mp*$
zzeGc^PuWgwYl%U{LhHa-D`^Y-V`{LpaP`jOZ`o-%^p)#TTgl%=i{|foKQ?0h%!<d3
zF9)Vic4de2&EeZpfpL+%zf4m^cv0l-I7>C<LKRGrmb@L?5qtU7SB<FCHx&F}1<`8d
z(wP`Pb^d|apph>a>Km;pC+Sqibol8?sSuCf3`WOC-%-)f?3pfjPS4KzRlT#aVb>=d
zOgE<_aC=al7N7M76|lsMH)()-R_GX_x@7mg3YnlteOIYUFPs}y*+x~py`KrO=O!Q`
znTT;9`sI=OLGkL$MRO@M6yX7=TkU#XY!vPg2!cQJTt#DtZ6@rzn}^wKc&QoF5i+Q5
zGSz6a9S%cBf2!iTvS_NJ#6ydJr8oED(7fT~a9mP}{KtijKT3_v+%QVft)f8nPG=vd
zeJyPD-RrH__`;18-RG;0TVcp_P9mj9B4eyN$J;DT*9hHlkBAQ+D{2ex_cy(>5uxH%
zxFaP^yc=6HhZFC=w#=kposHc4yx1vD`H6;d$u3OKFtwFWErc;5hjyRtZE>oszKZ(~
zE;D))1x9Fy$v*o00+5+1%Dp!;fk=h5e()i_EX1Xxa3UQg{3=25wK|L~D<*ivo_&XB
zVp+gBOTPQHcu&j#Q&F+&6$1}A;Zn6b;Zh8~UouGFx$lnyMJLEpj-$2o12#BzR*Wwx
zy-u8P#s*ct5Y%*lOMV2zqrYC=4PO0r;<kquLMem+*n%ws)X)UsS9WKoN}8y4yRY#T
z7bA?EClN=vpR+>7<ihxV-rsQv)Xoa@rN96D56Uz<*e{EAyI~+6RYGps=e0Q4R-cX6
zT?X=VVLqPD@OVQr^Wwhq_95YJiDiHI?T7MPIp$+l=Jwu)hO*Dvi-=Hps*dARjLlYx
zT-B4RSBOwQW|(s*GaROJO0U>I-ZSgcn?uR03WAL1B_}C#H+D*vRVwh~Oo0CZ;WE%t
za%=Ff8)DPn(qVZ{AGJAB@Pn3FXHG%gGpBI$i-1AW=7#S5e>n_+i~kh?`%jQ8iT!$*
zH+CnIEOw_I;Ftu%i3C6hh=N*Dw<tbESg*mUosMF#tB_SNH~!um5DfEG+#2XQ8y5J1
z1l=4u2FiThjyzb*&CblxRdWElz|nx$0|l?m1yDxJwiQT^2<m4cN{<KVJ-RL^n}gn1
z0O1f=^|q^muKCuH)^#J#k&u?N3367g4@j*?8-MA`h+mNDK$8=m<Kp;Azm@<4fe%n^
zoq9b+a7UD*S#P_dl~8Ew5<q8U+3jL6UKX+^#hK7&cOb-Zp*1|DLpxWw>y?jSQJdED
z#%u3rKi;|bzux;C{n#wnI|%wT*U<r<g=uhK>}ohW%y_QSt)^z&ZfiNUlA8+7Kc1;I
z|Kp)otyryEty!H&YLr@OHA>3ba*R%XebnUf<1DI>9oBpR;&Hy^_yT^141j32jF+B(
z%MZ}r!E3<5cM*-&K|>vwshFyNz1cufX0S%v^fQR`DS(yo(E*s3*4Z7O7l*69e|N#8
z<vDK;HmBKgL{Cq^@p0rGgr6=y;Q<meY}mJ^8kOuV!%B0qR<Tig0O+a$87sRq;_Gk!
z6V%LY>?pM^A$&E7#NEXqUKX!U$G|MHTEdy&)h_VqYazv9*m2iNWz6-`s!SR6;)>>J
z6?J<Do6+X{OucoWzIK$89GT|^A%NZxwzY{`@Cgf3SWcC6OHvFMp0K;cbSc+*x3`QG
zm^iw5dKTV9kP8OXEIm9yhVtcYMhz#~^~-NhUr}A(-2jTC=-m;yD*!u49S~roYVWW+
z3tJnhQ)Tk<_E!6(V8haUzpDcW#R`m;<+*hO0VhGNet?B{n{2M8u(GMbn>r8_3ixlF
z$+5A;OEADzDm15jprTc*CuqQNT^k<Mu{)Sy#KyrX(&vv(^1BkgC-l5J&>RmSUtF^r
zoM9Z{sQ+OhSheJ$vqycm{l)s>PIm$gK<@19?b~+7c^SgK^a8lQdw~&Y=?VcBJtSq#
z++3?}ms{7llQ1hgcWs4UvB2S*;5-P=bBMCv`|8xvR*gZY#elk`ZWooqiZETj(Bh^#
z+#6uUR$D8!CMj;JoBiUvJn*C#5`{H;k7PU2xp{cxIRdhTg>0}t!;DD{Q{4qwS<mk-
zDOx=#20l9UDSNa0`5j)Ew<AzhrDzp}*#f)jdDb)7-?2&qTIsT%PAk7m#vvm5rFDHn
zfY(f2b<^DEMIC@q{0`DLX?c8-i#B0zjX$oIIzC{`ZqU{~JbBx1Srgh)-hRdRabA&P
z_zoRFu_hqOoSrRbW6~N!@<w&)yopDq@_eqlK_sOu8rFr0iHUQ<CpxZbeA5N<5$#i4
zgj-vIj>3~m{LhPZs?;FPywmGR{o~<RdaiOx8>hd1{raR;wtXf8#@gWATVw9tIgT>+
zsy34j>&~b@+xy!abL|ApK&2OS(3b*d6M%k&8(X&!Tik}rf_;^#1M&-{0a0BoXur$_
zS>tU%e}Df5>S|o^{7IW6g=T%9;c$7GZi*K-66QWKw>6mX?m_noFS(8Xo=>QzEGRD@
zj%=Twib|KGWY0xptvPnD&otLk^1T!~WQqP8N@d+3BXd?o5pJYqGG@w1;7desA>Psx
zu#Kk@d~P($lh&dVnTm|1*uA|>Bdp~!hjm0j0u?W~?6B<5&I~YGs4}Xe2=ubLcYKdY
zOQzDMe|Kp;8PPg*Q2k7Z^67|Cgpltxt-RXjgfho?R3HPWy^Pu*S3Bqasn7LS>1{|U
z*4Wrsm5EgwoC`7v?YY_?#mKD`-mj3OBs(JaJQuArU&QHFQ9aqpal6P|-CO$xsO}!T
zcg>$(5B%Ww4h5C@Vj3aL&N`W?MpNPlj&E8tahc7>J8i!s=ClYRUtCrDOt;7M<{@42
zNPo`#D7{$Ib$_-23*c82P*B~7S`;(8KHP@Q<*R0G#*c~~)*j$LM|%F*)G(u(h2KtX
zzU1YBB%Q&uO;vIA6p+AMqAnc3{;;*_W(^`8XHW`LPkSxwc87JJy;<02U9%M0FA2&x
zJ?6HV%RnpxQ@(xolHg)D-w(2{np;V+q<*__X$w~0=M4<?j`vx8?gP4#^siWrHmtJ2
zS+JVJiFie)P>@z{6nMECIQwE|eMYu*qFR3M)CjzNY*5^e^WDW-hq~Ix6Ym@k|2GM>
zF@!5LRAeuXxw19m>l^`28n?xS)F5jrbGMSz6ONswhRV-u;%INH^VfC{4@(fMnMYL6
zY&IH82koo29#;;^NZfmoI~ytA#Xp|h>h3W|(N?D8Iiqvz+WFp2r^W%lAxlSl7}}9^
zUo|iD$FIfE4%cgu&F*@$5I+N0q;EvE07?NdXRzASd{Pi^{5rogJN2^&;mb&urS8wu
zhk_OqJ-1R6UoQ{l3>z*Ng|fYE)Gf}E<9!vvzuh-Q_GzhG+&vUY1N=5Sz^5!Y8ro#m
znKYHAI{>`Q3Et~H+m=F9S@}EVnK`7jd#h0<3H7A)h1dt2OfuD9HJZbR1uEy=U4s^2
z?vNiEkRL6W<P$?r9W8$jz*--!@`Ia`h8@C>mi`d1%n9=%H(181-6+Up7copGgV^K~
zGm>2dXcFSiG<vQURqq<gHm@%5!tI?Q_Pn&f^8Mgf{eWY}9U7zr5xrT$*oSB)i#6a}
zrG0HlovSfOr?dbO?+fC0on}$3>}`c;>U*lHyP2d;cQ$9d50?LUe0eesz%9H`J8Eaj
zG{k`K<_#H41UhTn27US3PP-1H3}^)JP^dJEZq>saD1}uFeJ_#khQN?ut%Hctdu7hP
z;?7RzQD|gf!DmUnCL&|E+V&4;5oMtnquGu{_)gZ{jHNA~pr1~WVTb%S9V2beCQnUx
z$5h@5qYJ|-R5pI5GNN$2c@jmjPXO|1YDARwL4U)uGv1JEL8CAYw)$u$^%mb7YT}+!
zXw^SKmy<_PN&bKJc9v05zHPg=Kxq)^E|G4KmM-b;mIf(lkPws_LPDiO${~l2A*4Y%
zq>=8NA!pe4_<x>v*Zc0Z_WrP4%P%lEGWUI7*LfZ1?>J8JKRQ{>kMaPakPI^hQ<u%m
zMWjoK?QUk7Q+JRXbpU2<PoR}PbuP1V9>L(i4>X-$?%AfOK0*d8hm0zeRT_zWJE)g4
zs-ww1O^~pC&T%?rio>m#!!>`sIL_zSHBKIQK}GoXWK_xs|G3DgZ9n|u$7AJQvpUu3
z+Hdd5<JxQ(iP??vpbvZl{7Q(29V%XPEerkzjXN%@VBrH%qamfQ_op6204B@tEh*;l
zdwlAM>?V&X0Cynrn)Ngp>Gfj`3xB{Cn8m(@!Ex_sHuoXW4GwD!7*1gffL5GlCciR}
zcSv+0JpHQU7(t0Ayu8jDwI8x~pg6{=bw<q2>c)|BA#oJ~vhOfp^Ey~4kuIx5t^9Uf
zS-_HCkbI=8AFCIdYck9eU*o*SfQQr<#S^g@Z4ch9ahwB9C7x*;&17f8zs^0bHYw3j
zVp4t(ICxYEu{SRWqOtwWyPJ@Jm<2o8>1tMs^?uONLbY#TciBccPWx-6IzGWlaz70~
zH3UC&N9~-JN%FNUOfplTT&aWm&*nAff87;BCC6XTZ<)Hpe?ST7rn(7Gr^u!SeOZzR
zo3~D`pRl7G%hW~R3+-dxs;_Pgf2(r7c-PXpfuFilNRkJ%T}mW>rH0^d;BD_{7wM|J
z(a~XOh44C%C8;#3ezm`^v#00JGD))(7WM$v5>Q{x+Wn`#7OHO$c}tK=%+)By#vz+j
zN2iZp06TGxoUf5f<>1IT4Y#_orj_&>mnK3%ZhG^~9F3B<zMCHhZ`Kuhrl!z>+cs12
z9R$)oXA-gL&9EMmB<)&}U1B*jCJiJd_Gl0}V4T5Dx<w8YrcZl~;AQ*f*4Y%l-rTrU
z3Cw{qgvQ6s2pwE%aQhe)Uk1K3to^RC(QY4_X0Z|wqa2pta&wiY+c(1Xsz{9rrp4#5
zYJ77;LsZA%eqpA|b8-sTx*w773KsX}NJsG~@j}rFVsiiE<V51WaQW7n7?FqVI*Cgo
z`fpc^2ZIC3Y}iZ=M;AawqJBVjTIoyD8>uC0$nmr+Jk9oNM2pbQD4loh3x3G;+2qpE
z?eEI18^dHki6}lpT4-r~SaaU@ykZyT>TcXu5SFa}>BhDEc)W4;iNOYI=!TC068-b%
zXHF^Ud?m!yG=l><zpw^9P5LAh)s!^n>GZK3t@du`nnwatIu(sYjR7sY3JHq4epaba
zRy>d*--yWqhNC--jf_sqlrs(-=jI9acG70kW!si;UJ#9ac;5kiE~`GFG%WT>2lnGl
ziChskL#<WY-3Mi(k2L-kPrpM?A8ZC6<C^)MkWKMw6JA+!2xsKd(fPXWuCbbXZ6}0o
zNG3^Z@vbM;K%5QZ3820mCf*n(!A}Z^1WGk!QtIeK3gT!6J(<9sNyM~iha71fcn(Ub
z#Eg3@`VTbrHtcNe^q=@M`j{F$#B=P>aOrO&dzr(P<-2d$a&oP*D}k*|o#i}(S9xne
zOhhziQvS&Jbj@zZxo(-*I3F=|=j`t1FYRp;GDp6v6{*Mnzzw4Th2trQfk!^;JnT<Q
z^<*j4EHGp3(5(_NXYb!qRu1>>)-}3hLUWu0Oy6C<YbJ+h7%eJoM%=||wn`E#lsslQ
z`rq~O(o+adstoM|<sK2^jxmqbrAFZSl5xY<VMtk!1($<n+S%s6SUU}&_9m~-K|+73
zFGNEG_pgF6uZ(RPo&6NQB&0fCnJKD3U}8y7u58==Gtb|kx?k!_2Q|0Lv?*eAH^a0y
zJVIRc(pdFU@X+;Em2Pg<-65Ym)>A4mugi}Tw(pE?$`wC!J^4A33gclJ{WWjpGQUAL
zg2M|cIO@AFYm@nVF<IVDZ@n@-WXr<>PBK_>Q}2S{T`H|nD@7edH0E^;Z_kz(@l$C3
z<n|Me3D-SThDavOzhkt3xj9YYnW?UWN+I|Xu>F_~zh54PcR=?>qa$3(Xrw@<)ON7y
zq|#NYPRMS?Y}}E9W4JE0)%i+!Dl9;7U13Pkr8;e&@VC&#QqW@~i2e5m_xjON^}GjZ
z`gbSaHEucG9M~clTuOk<89zO#(JSuj@x*j^r%npqe!eay<0}Ki9{INtT=?N~lZ3i$
z<J1A0=C`A=g5ukY4wh2F#sYa9@=^7JhrdY#63;VsDq4!Qa)3Pb#IOF8P_Svm^~2dR
z!R4znOZbiFG0-^H^;P^*_;WG9xjb7eHozcbFqrY?w<kNcK#=;!j~yZ4bO?>tm8L!j
zD>vH{hw%elolF1`wra-hM{*|lFuz8rL<r-&%4s67^s-V1Uf$_E)>2w)*gYNFt)=Hk
z@bK}O2>VP$WE2lJPGEZS*`m_+Y;!kApvo1T)ZQoJB0p}iuwbGa9Rs!v;XSG`0^!rI
zd$zW;Oeq4>#4_&{dgiT5-`$jd^4<SrcRVe6WDWFTG~V>$eP!1d=~UV)5oq+FP3z;x
ztT?E^5q_Sk9~QBGrOeh0ai)>XDt{o?Uy~MJHvVbhE2WdUxw(z)o04DkwRD528NLo5
zGIBHLFPuU%GRmqE(>wR!lrwW#McyTK%lf~wMxdAE7l;eGp(`5+Wff)Jy&zQ<q43A>
z8CInw$7d-4%;FIMx2??pDWH}tAJG&CwyCXT>?gDcO?H|dMb#dj&um6@)9TczC60E@
zG$SdHAr;o-+u_PLx2?%u4GapUhav8Q1!3$Qr>X0hxh5<>oNC31b+3xxM4CYx1sx$T
zmk#IgmUlpO*F>A&fyc3bZOwjA4`Cukb|=bdZWkPwq{S0*E&Ysu;5#Q&xh&U~mND}l
zhw)+ApRKJjYV<3qG)ny|8P^tb`K06X^Uii8f)y<k#URS~`-^-Ph|#2~DWz|$d%E2R
zO56|`82ysULI=!LS)6MrEM=O=I;fiY&S6}OX_bq~T6p%g6&MjS#pI^sR^{B9#E&~T
zh|mSdto5Mjd4{7DJ(s<am*(^46dtb&YA2HlH29;Pi_uPdCqGhFn~pzzrKR5!TkgBR
zk&&4Dw6(Q0!6IeL3D46g5n5`mh*c*gawX`b$D>iX)i4*3m4yeK5sixO_dn4{l3=>p
z<28z7>hGv$oH(UQRfD2m-KtTEZfj4~T!`MO|8C^doR2cJU;6Ro+Eu4W@TRJ~KZUqt
z6tCI$ZQ)t~(8is5VcFwTT&{@Eu`EE=KS0~7p|#G4R#ZN<X`r)}J*zJZ`;v?c`+ZNp
zE>`yAw{HW?UVP-TrZ5M@YEp982p?PAS&7$^c=?N0KIzqLzt-$!f|QHYgj|{nYl_$X
zC_vlK<EjEK%+5z2jC>!9n@VteiXYeL{Fxj9IKgB`VC65@zcFD9P-ln{P>I&*Qw48;
z>SKpi$`1hhz$J!4JY$)j9hsb5WHn_mTBzzbK}`mGZ1P!}yQUp~B7BuzX^dZtKJ@^I
zxLpo52WS=hB{BJ+@3E>><m7o;F^tDMKU&R=d>QRif2D=j+QyR$V*{W-sqF%3s+N(W
zZH9+o-J={Ho-s$sK6}2T5%!KDk=FdL;M{#|Ue;)y^}O4@zIRG0Nr9=cJj>F?Be+x$
zTl;y&d}YN^8>eFRe((4RiLyrGmjg0O3|)c)+cX{$%4X#o+?msizA3f?DMVysvcU7V
z!n`)D65remUt<Sv_t;IoxheA~2R^1b%@Jz%O-uUudflxw2>TYvGmF(fTmuSmiN6|5
zYppr=n0rkkzwA%d7+)EjdDN~WKoWX8Je||rrJba68hwpyz0x91$~jzJIs?a%h?{?-
zn@NwIvB&I3+*8heXPrTs&ia$8+Qx+^uV*Q`<_0b=PswZxZQq5MX9xe$G~v0{@*di_
zdG5gKfeoj5nIn=p82tHcgWjbTz-cEhsw<i<BCe>Pd$bMqN%RN{n%$HSr0;6|7HWH}
zTXiAI<tRE?B)&ZIRq;Ch+qdSXB>G;ksi=#&<I&MrD@Bi)u+c$T=BI%DB~V>mZYcmC
zde=%!OG~JvPHFy<iaDxS;FCfAQkLlxt&s%AZhZf`oI00bE?r)!glrAeU%x#nM#MFo
z_zPFa=rX-RmXn?7dB6Sv4NryAOoymDda{>_K6b3BSRYuMWG-5nHg?qt`h-i#ZBCHK
z_j0mm&2v2UZmq!+#u__LGkDH66h(+yAa<c1!(1lq1%(<S=>xN;sdx^HpEI^bh=a<F
z2sWZrk=#)qK3J{haj|+U*2sm?`MKF0^h!%;hc$_D+)G<9S_9RzNFd_sCuwfpqaz!9
z`)IvoD9KV)ksno5N~J{b2WjjvjF@tGB_<ZTOj9s05^Sl-wv6R_5->kLB9}x$D5Jn4
z5T&;lo5nRKXQwG|J$<yT)duYb8qSjDY=x!eT>2Hck{+|)C<Q~-J();{`uawLU%M13
z^qscNu*yBfS2^aqF%El7hERA=|Fy4f5a-=Ac)2*Z-Nqbudq&^8;l{+6L`k92OQL?+
z>@=S}2+QU(4sef0c(5~>c6)f?36m7H-Zl~AA83GK9wt%P<o5tnRe*h?Y{E{j!AOh3
zgYUVp`MP6bplgO6nSrj{FQ|C$RMy#fVDaz;ETN8i978K|>hqCt%;xaP{G9i0AU8Z;
zr^RNOn3y=nJbTHAmb7fVV*QN<ubRJxMS@6gLG=p`h}Ij>T;SFn3$M<$0!>JCGP8PK
zOx>afHWxLo299Zqp|NDXdYJglNnqkg+L;;h%@d4bTk-tbf$V*mtF~E@sF4p|Z;_kL
zg{)IbtSMcQxLWtC3*H;v1(mSDsbh9;32&l{CDy2d1(L0!ENs$+FQF4{5M7hSJiJ5u
z-MED=3O1dmlsmXklmuS;S7u^%`4`M8@gFejL@+<R01^A?FkUo|Lte%GETZTeJVc2n
zI@YB3mVvavif<wq)jkdT38Co)8X=;7{`MVhMcpzFLRO#qFz^rT1!w%_-tw9{Q}0B2
z{=S`8uGJuP&HDcWP5lpH{y&7?|BYV#uV2zxXzC2&Mfia)A3w^kq{aK5C*AsU3~e<p
zJ?gFQ-t?1;=@{kLiVGfmX5!`Q^K@(sR1(3+YhZUI82iBR-zm?!TQ)FH`Id1*O)~W*
z$rlUON$Tz|eS>@>Qm9XGeS7wlD=h2hJi>ZaJM{w<R5F^((C`|o_Mh%hlLpX=KB?L;
z=i_bS2!!0JD(G9mg&!eNKPn3&3lC9EsE@jqMEulRFSGmmMH1@o2>TwGNo*ocXxGUa
zw}2cMq(nfzu8kt!h+itFvF+Z(j*auO0Ey=~p-%Uzw9*X*Hg-Ez{c^Ocsc084flMJu
z8|B72ndx8*!bLS01z+E|0|-O?H!sX!^0m3$P^cHC;C*VGuQ>rnEWQwTr!!}gkM1+^
zauw8zz_73T0KEE>KduL8S&W*aT5|LX>jfNlYsZ(zJocsP9g7dCUFYtM_}y3qNIw05
zzWFoukYbonzQ|&o-u>XAuPzMdN#`h>Yi%=C>eY!vAaoyNNZb$3aaYlHPWiR_b47|O
z&<5@6@9%CyJg#)U!gOA&lL;ww6$d&e+hgKt*}S5`VmKqvb8;<hCmuKo88+nx!1l`w
z$c8x<yp^5$>1ElU=nW)w)-_i9d--AAA`43MPxS+$Xm*wxhbb>Leu#U!MdDg+j-M%M
zy=7!lcyQKB?e_|8hu3rlfQdAWjH=AiOVRGIZ~tOsY02n!XFT3JFBiT`rtX~lSihyP
zJ#Fy0FgnBf`XWRU7J}R<h|UZf)JiDg47MkV<n#Uj{ZOz5;JvyVn=`eAlAJ(sS>JBM
z>yYwZi&7-;Q8ovlhWv%1<39@D!3^Bpt1z4J{tfoNT1bkC!4iQug#$tvEU5`-Y+zQX
zW`Cl%gSo{vJ3Ig~CNSQ?Q6Ia<TWsWk7eBK;;%Fl0i!h>hWt_Cl?DXd&?L^iRJ~_GP
zz*&svyBOdCIs9@?3p7!cYkQ1OVKBKpJ&to0)ODkuC%v6_7_JK6^vaHuaW~gUVAZAy
zp2v|>@i}mCfBG(yJ1t9nFvPIX<A_5^@;y3^uf8Sf$4aStuV!Y2enI_;M-p*h_mQ^6
z>LhqO3_o}rj)LR^j@mrQx0d}O+5b?(?+OWmer&O^v32>Vgy`sFuq!F7s3^p}GMV`W
zI0f&!xp7UYztW0YufcoHRC4i~oM*dQMScYkW3^?1$WxI=%z?aaxq$Gr=MK|N%lF>X
zdorHNOhiDZ&ul}MRDM3Tpq`j&*7%0s*CHgA(w*lkfBg9LuyIQNjar7-Cv&|Y)2a18
zw7w=wEs5^`>9D6HLIW7%TGMJ8%$Vr6yOR!pw5?s}4Sb+^o?T<Xlr+Z3gF3vJyFm1q
z3q}UxYFDx0Q0T(C(^+KNaW(Pf9hFh7v!;U=jS`-+us`6&p$I;~Z-H$(kpk@@em7!m
zYFezT<>h5{7@_Za$DP%!>P*?`T+>yLyYK4nqPLnySx;~<IPq>j=#blp&)2$y7Z=O>
zmwfpQJmJr7x60?I;H06@gbRV_Se<O~gR3Il?)IdOfcZKHa9!6d=g!^A!N!M=$J{^P
z?dJ>t>+8pDZ1lUY-63BUE=rJxZB{g?2LbrWX_;gM+vVmoKLLp@XhaAj@IQfy&n8)!
zUHvsos4(gj03I(mh-+MB-}59vs&vXMRhyz3hga6Yxfi}6)y(m<uikzM`(n|v$RA|c
z33Zk3#XTqu;sPE#g5R6O!~_DmA!ck@W)d%01alz;vRrhUsE)!&4aJ$~&&u2<m?DI;
zD)-pIaKPHG6AG`@H~;ipmAuTOYbS$p=x+Z^nc)Q01;`ZjmIWNdPkoNM)g>!597F*T
zT4U`(K~65UezLi_xvRJLF>uf<`u^c0cyRi*^#*P|4}Sy;yj5Kroz0UoANO3Zy~2|0
zEj6F9AMt6|u?efl#`{z6%5_x4y_))Ml%rhbN>H&h{>RM&zvW#4M{#-z`Oi@5(VY93
zn3%OLv-#yuP5ip;1wc|-F~Nq7<k=x70@L<;*`K`(z%@TWfz-gSJC$jrP0$iF)RmoV
zZFOwkyUTl-HtpiDfro*sw~=~vLC?TINb~FJ8HJ$hxXP~tlR#~E9<y)A=g5nR5!Sb9
z_iksabb$M<#!);i_#V39v>u0I+CW4x%Oy?F?_$h7BLjnvOy)u1l7hD-sSGlo2mBEY
z`)Q}`=0>L#)BzuqrFbb{i$nklYVT6(%~TWk#+sqY>oB5n6d%^~BdsWkS+5+40~GzJ
zP8;j~<14^+h`1L8Vl3OLj)x-aQbPel$Cw{Lpq%jdblxX=_G|@Ur@KOEGOYNHNe1<Q
zbW-pwYf`x|xyYa1R5Wk0rpTWGlSND8t5boXhpB{IxJb}71UdBj6n@ljpto>!WX!g)
zLm>iji@F!1`Dq<9!h|Rx026SlnT@Bjqdk6H!bT0GI=q1FT5t~fo6Tnd?GvrsqkE_u
zM;9=Oi0Gwp-03FrQ(^dniV9cz5^Y)`^bR~}n!YIMS*K}qMGB$o1T`Uef`e0%Ai^*J
zc@?N~JAJBm{nZF*E6$W&Kh%0LS=VeEv*{>`j<a3F`s@aNSEv;rn;qky7t~z0+n6w!
zg?lhxs{Cm~rX1fO>0<DsZ1cswu09$gM;{=$b!EKUp^V{4i__Z6NJ%kmqXKqV9Us(Y
z0>A+vC5am>uGUC^57(?cHpUGg!ymm@zwFP~<g-_rmO*#_stfP6R;ZVv;@c1RTFV3P
zy3`G7-ia$a>mY6X5)*NzK8lY>p2_+}E%rs?Ox@KoWp8c1S&9Tnn&w<TAtl08Ny23$
zN@BrN?{S%H`%C#n0~UaLN-<xMK-;;IO_PhqX*4I)ajKpYM?n$GcZM@_Ky+BSkPd+2
zrb^(yNz61;Fm`SOIM?}>{f=Z>&Udi^hRJlNyh}QjE7Qw1f;us1_q9JL;a*!#rG~CY
zX~6o{Rz47%+R7{p3=atSL*}iH@>LMA%Az+K0ltP;0`#a$Ly(E$1Q&9Kx+YYzJ+Pmy
za~hoz@$&M)p7N35Y?lry>;ZJ`1BMbQbc|aX1hnX6*hkU=z+!d3Ji)`7Fc%j}ia$HA
znRq*&d9e!g;q?ZqvHJ=i&^m~%u3EBEDV*MNfDNk1>lcE3YC+9M-(n*&?N}vFuRJ`f
zKPA(21YJn}a7BNf?V{9kleQ|0+Jd*S>i}y68G#+p$s-DLQu+kwk!~N(X&UJ*`fYgY
zzf#OW96n5gjd!)}6kKti%OsE&5LSEfrYiR&u18b7E2RHZh_=T2K*Q29)XcG*^nCw!
zt5$r7Zox$L0z>=hVb9JE^KpO62=`66@GfR3)4O}mQF~k;i|B3Eh<C*xF7zpcLdK39
zms%v^(A|^(|LyZBg$H|;l^VC#^GCo#GHz<)t0ANKHeuIb?`SJ3CJMLHTi;x_#JUPr
z?YMi)wstV+0Yqor2iOcEdm&fK4*=Y#;{&UujMo-<9&&b|RZu`F2keH9rZ_+b@%GFX
zJ;ZGWeN2^{fjcL(R0n%|S$}cV8E8ouRPE{uxas68#y0Lh^}hI1XM_eQ@^W#H7*og^
zH4PaKycwpHyq_*LQ5n}CX-oh&v)AG5>I_g`E_Wyn#1}LwmbWnVgQ3b;eILA|3>ro7
z=c^vNB4$)sEz-u^F|lIK^+&P-%ORc1UR~b4fdew7`QS&JscV-i<!uZ4ugdlMWTqDz
z(%wsLrcs2%wR&J5W_yA3LP-ndv62Sf!&-477IY0ZvwcTQ9UD)fz+wR70hmC`#YjN>
zM%`F|wG3C$sPkWdwh<oyXs1Zm0M@&d!%HV6v-#S9dI@i&BJ+x^WJNpBpPEw1k>^PI
z=FyKc@QVcFb}LZKyif`C4~>z%25{Id(SzQE;6D+{xmA=E=C0#RI}#o~^Dgr~#apKd
zCvZ7{rqFY$7!JG<Ki?gr($tL8X)Jb`1I2bSu!t_1E$yDg>G@z>)>NxoHVZBT2?n4k
zC>YGoUbN7Uq7xF$HF6Fu*jZ!_4>vdZT7V8ckh#@KLvi=B<tpZ_GBh_muzYB1Z4HM@
zovYS0Y16u8%V5_%<@)?Ow*Kw*s3nXVbr*@EYHO4;PluX&5tr9W4P`*n^D*&$wB@;2
zgEHs&Y;xA23VV|1e+bq+?e&lUFk1gdQ{I1ltoaY$-v76kyd7AP+|qgeTJFO?*E!Mi
zU*OkYd!hFs;L@@HSft6d%r6!BO36Kc5mec8bq@!U`TW;F@qoPF@q)e2`Z_k{N37T7
z<<*`xY=X#|vl}*JiUSyj(qBJkH@FlIzC5u*=<)%_kJkZ62Z;UBYt^IQ%{1!bXAhKB
zRHnSV8G(It=LJkm9P!93&{hN}<|ogutQvt>R9vc_F72#I6g9u?yuP(b`-0IVn_l5(
zY6vrg!IGp}JyUN)Tucmj9>V=yOHAhlpJ3tWj;N>%CZspam!nu*fPm)$pwaD$a3vz6
zKNJcA(!Rdw61LOjE>4$MSEXBxMjRo{dX{gWdDL2-cHKoexiu8tcIf>j0D+%l3*Hk<
zIb{GO&(S7bEZ73@PT~s-3zKKS&|_<0@q}fd-hz_E6S<epuzriR6LAv)64O}v1GSo}
zNJk(kVGE}MN>^9Fii28jSLVtpWRJ2I37$QB#Konag8msWzj=o^w=bv@e=b7%J#a;m
zI%s?i%?1{>54(QeL63mpqV8unGr1#jtt&@Ik4Z>Kfb>i2weQ2F71HnEECSiB2<#vA
zHvrZp)%EeM*Ukb4P&ljs)?fXbCU>-4r!=*O-RQAW^@tz&z#!drAh)>o;QBR;huffH
z9yA!NiQohXCTDm(kbP2Gk$#5SL5~U;xg}6t6EvVO&KJ3g=FAjvydRw7pB2PP@lCL|
zj6cUx=5an?vLU*}`XWi2b6*}8N}7Dws**BQ*xr6m40g!?OfM)lif3033sF)a=e55_
zJrU;hWy{3NepwA`Uo_3FS-`jg)aJzq2%?&;Zyq6~vj&Nh?Xs>VW6615bAkJSp-E`S
zt)?Z^6J{6Q0VPzKZ7dUm6<NwgI4%;S41ZLiA9S9=X)dvtm<nIIpE3gNb0*Y*sb`V@
zJ{CzxXdZnsW}m2+ebJJBT92uyUeNczU?YE#EWi%(I(VDs7N(!%FaF(uA02PMBFi{Q
z?*?#k8b~Y@ixt2YQ@@X?LfV()vP*}qVS+A3mP6Yrs0zNin%8+g>wQ2if^LtgL{kgM
zLr62@r6jnXdZ_aBobMR$1?PoCPoUqC)P4&W&L`Oe38yc#;~h|lgUIsFt2K`-9lf|N
zx6jx(t4JrVy@yCGTike-nth3>>$66rZW|r2fa&8?o-{Nxkf{eKXXeLG4y6NtPZfeG
zo#)RPdJqm0i|2wOaf{Tqa)1z-Qh^o?^_x@JiJX_$V%!$j{Xpj^IO}m542T5NujTA#
zQ6PW<9Fam&u5uv^VWK!U{+K4{2P+@nQlK%Hc-J+|)wG%R1-D{rYDy-URmNe5dD1`V
zu8TJ%iP5H@AWOWdWGj`O4I9W`c;YmJ$o*@S^+F1}9J}#ubn4iLl^A@##U~A>a6OnN
z54AP=!XMfEIM*Sq**#nM*94@efm-{m?)>v7=aWlZM;s5t0_jJq2g7}<TsDZeuhqh)
zANsR3L0s!mhX@hxSH9_fA4h)dYoo|Le@^feU@MJ5QJAOzjvWArNcAgWf8qzN&<ibQ
zOT?kb0}PeBjb37HmJ0$K;7fgTZ$Ce$Kt;vM>*XZySa2*7ZCdcQ5d)wvlwtZW{n>T@
z{=$H*Zy=2WfwNxvkq+?_gX3~Udt_rkDZPz`!%&YD2o)N*VaEq{Dg;%A;N^0l1^uB>
zFyH3$jnbXtbU|(=v8aHw#n|Rl@lXNgf=N70oPd&<Ao8WKTpV#o@g1!mCseidqCC6T
z@^sGECe5M4y=;tB-y5#j%EWP<)WlH0=WH^=3FK31O(dN%bcIEWx<ZM9ICo3R@fB&=
zGmSwG9dD&puXc_PHaAPl*)!a(t~OJzOAVl|vG2X=qHE_iujc-$NdlI?pudV<V#MGv
zwNvgM$XKN|YOU;89WIFc(BxAjz8zbv;f9Xhe(n3^j}bySlhwd4H8Bu33R{9xVe}30
z7a>thqso>+ilerPiHSr@(fV|~<CsZ`%8Ce3O_55ja<(9QjQfU#Yq)-;g5Qg9a8Lmg
zr$$mCG&|-Nzmwd=kcTHX+VRxdC8E;huStDg5wBWW9>WBdDS&ArigCE8$5tns`*P+>
zHM}!p#R}egIRAEj+#RLAxUdq(k*ABc%X@z{%Q|uslb0W0qdxX*{~0nkNz<Q;ht2IH
zKRh(lxq0cb+nBA#!Yy*Ixv`1<<qO3)X9g<s4eI;wm!)XKe#GEy4}D9e+{7{Wzm<I!
z9gAQTZ0uu!2lwqCIuy9+E$~V!0g&g>QP6&q(TUGolS}jN8Lc$LC2f+~kmh%)Q+ZR%
zZIAuV&dzM!ktDG3=Us<&K+9)sToH8~6AO5+l0*K`;?mT>W}{?qzqYk{-@F5?X&g85
zrE%B~9b=QB0V8G{q>|sWRG40!9x)w3p~SHi);BY<n<|R4x)LEZ>EF{&=J=<4XxSmB
z#V@T;kmkUrgxjkdX5`}-lA&&Z+b{7>NPTAvL>-;=E7VNQ-fk(2Pz{RX#cIYkb$e^>
zG0f95-2bFqq-H&qRFOV{;+|o+;UUchE3%=&*IXivq}oF2RVTg=Jk`q#DdQhO$jHd9
zKYK+AmRP>Rd0Ght+_$<I30q0<q{J_u3h#`+m*dawO`ydb4@OUI_?>TVFj{q&PC3qf
zJs0xbY;-WV>y-zRSyPJU70E~YlgTcF5a`}=t4DC)NMO}7RA1$@96WU))z{Q7G9XR>
zB&ZUhyuBztHo+9LT1b>R+3DFYz2LrONfq^z66w)o-{uhZzyS~UmzEMsk}XdaT=s<(
z8oN*`gr>_0E;N2bDg4f?q2`Fu>tZ6S$*;Z3^aeWnNc&SuYD9LbWN5{P16nZYsH@0x
z$hhZ1ZR?wHh5p2mSG!gVwJ^57qOn(p)iIzV@*ngP2Adg;a^YdzerT3B*eGvxRN<W7
z558AXZu;rr??&zv>1^|W2K$tILgvS1e_dj*FB3pSh`?WfeC$Is$6Y+=pDc*~$JmDq
z@8fJw)@18{xwG)=Znfk7XPCSt)G&zmB&+%OH!!jksIRt}P>+f(;HCHp_^R9i()W0p
zqQYwIR@k8Wm=I>rV!??j)+I<*c6KmGT+B*CT3W<l|EvL?|CC{B-n4%uZWz?t<iTAO
zO?t%PViUcP5S~I(GOEiTm!F6KjPhgnW4zT`vYPY8oosl;w+e-k!^LByLN@9I2%y^^
zw~tb?zlG-{ybX$`BnZC~*?iFfEjV2W-h(D&B!vOmg#u7*Ac#sq)Ir<9z&4J{_ogil
zJpXPR<u(feO00NLBc)oYgBM{6Z&E`5-ow8Y6mth47i_-ZxYLhqe1?it!9)UN069?h
z!Sq@8<_Zb_4M1<qERCwLIgJ<aAdeCsCwxnb>Q-s%j9V+0TI<o=ttDhu|1)tFgW}8u
zOp~kh<ADJ(Bn&TJXsFuR+FJiUCA!@Gb~FWf0x0G#^|1<Rzp79Z+zk!M)Ut-!na@b{
znkfelt~}3(O+?|!5fP8dX5tx(R)AZ&XDR4r3eu4UBN(>&in<_qs(X4sll&Es&M4@*
zfDL48c|{+*M*{>ZVCK`0&6G*Ds|BF?VR-pcQFUu;%X)YYcDcRgx0`PAuK&pbaQ-?z
zKGrzmVWbj?jVcl=5xE}l@83e!y`lOp0VD0~l0G@S@vKB)MGJ3ykT-fJVmA0~H^>l!
zO8ZZ&6e2dX<t?|ovJp`z!5@&*6;;%GNz8-FBtU?x>?z<M%r-WVozy`HPlblviuw9Z
z->IdS^n#o^>=hs`6XdP_@AU7R@1F1@rlRQ?DDnWfRuLEi2d%h~;R3VM(%yS`4GXQW
zuOCoP8~OY!MVjMYyu;ixASO@uzRw%IR3z@aYc{u;u9}C3XVvP+FzcwxWHFt;SB$pQ
z+s<F6tQx_A1L4~XCHa_>YxOR@p9q-=s0kt&6q2gk?(QQdSo!LDCk7vi2YB^nwcb>E
z>gQnwGx@qLHZcJX>yLSP^a4=vJqDn`5E(_CUQk|2DVAQqN(?aAANS_SfE~TFyIXE!
zk7DoLPVp+K&w&BB`ZFkQZj1W0NI}>!{9wLwWQGKFKt5ubobDPN#A=ghn?o+Y|0y1z
zQ|L0Xgeaw-D7D3cHDb&OMnpyCSx4daarN~A-aJQPX?cex_%2)RN}G=E&^qbDyS-sl
zw&=>?VJOFm@svbD^fyYj--5~gIwenm`}r4mR_Bo$jpYCEEIeAD_hHOwB(AJ;9(#>;
z@U-BKjg4OEqe;QbG`(~4ncH|En=R%NJg=+r?&h5fB<Cf0k$U!Y*oG{EDg_46)B2#+
z2mg*H+)%=AcA9bZ+M7cI42D$>gL*{vDlr!)5PmUX7#fG~VkC?L`LlEiTC!sDV5XFG
ze(h)r#AF^Ej?$o}&qh>@N5#vrfZb|x>p2ruT|m$&B*)Nb+8Br<L9vCu#!tUgtMzJu
z%7XR|56$Q<)1u|&-#q``DrU-IEFr`uN?}^-hqw(q8623}jqVo&Kczjw!@=qJ!`0Ra
zlH|}2g;ruCH$0gdj>f=jVGkY-%&462%^Qmf2I<P#?c4=x%`-8G0~MPQ?CLTb{-vi1
zrKlT6seK${<*8QFq63Z+Kza_!>Y8Z)*bBuF`!T-W*RP4VRq%y3R{I;a%0tRhVKq$P
zMU*>CU8=BRf6)%tmr1-xg!eiDR9~+=U$q}|4D`7uC6Z#>+h6g=J4OIp&=fr<QJe$`
zY<w$>yit)F4kT1W(*&D*SC`^Yhlc~Bd2R!TLuU6)X_Wk;9mwOnT(X0q=L$ibe11m~
zK{p&qOsn~go9EQw5M=iB0}pc=8d-;IV`C3nISB@S{%58l-MfWGOu3$R-b9u)dUW{J
zrXEa|nR;ImU8)%On(am;YTec#1E}KA^d;$Svg2aV`CV2IMa@!of9z{)>PZ^Z2`Ho%
zuC}$lGP=re{rL;zGVSv-1~K;6TvZ&vFtftt1@6PIr#HByAXg*W-PP6dFc%Di8Dtx^
zS(cfjsok(In!Xv2Q6c4Tl?UE~?Z%3O%>}0skza4_%{EH_fb;R$nRbbqR!Q}nR?2Wl
zyGrROVES)gz+38I<B|wJKHk01R0V|di3dT&5KcOx<Y}-`u?|;0SA?^^rY0RAgB5%S
z_qTWy=6zq218#BvU6o8p#?7l3NiP%`R$h4_qk<#^vS(OZH&G^`bA!4-Ciuaf%COK~
zO}A0u2Fq=gB_S}T!hHfZ^JmIor1W!6lg-ifljIVE5Iyn6YI><Vz<r$O>HPRJ5D)1h
z`n2-8zP6O_q%q+cz0z`$SNRh#JzdG`aZSI$RB)*k%KiH*rbAMfmSYz<sOXke#Oj^-
zu)TQk{@b@Q<&wnDq<g*0XA)(j7`oHCJ#BX*KOa}VIS@&y;G#0#i*DUxXoQb9ae?9E
zjniLYnZC_{pgxOxp!;>~XFsSoF<>eE3O5zeA|2P@$+<od?uAT&P&HQ5=F?@0WaeMf
zkOI=dczgxP*WRDoOhihLZA;D-k$}wp_u7iGkZss@atP@wCnxHi0Y`>}3bfX7vh$-l
z&ly)D#f!r!8JrD6B15;q879R$pg?*?Obi6gJZwE*_}wg_q!gvI1!%_vyXcOok=W$#
zf$OlV{f2<RvebhKe484C;qL`1^AJw5n$)-n3_u+y|NOD4UE=iz#Y)(Gndhn)Y}=i`
z$Wzu=UKe+nubZx8ekfYDlc9>bW>NWwNgf5V1BI|5z;gCUMIIOEw$-^TVggZhVQf7n
zk?1(Lx@^}2y3i6oCs9B&gVfxn>H3!#ew*f)s>}d9Ou9E@oAJHFx&vc5_YwGngy5du
zqaw7DB%kFH>&HKU)`XR4U2if-JkO|($@c)@TYv#-c}9!+<w#YW4~8kbbqew$i9FYZ
z0_G2F0%jB<(Y!sqC+c|gS~+Ek>l`L9(_+cXd&bjJ-<g{)pKAIIC=ZUx7+(NP)ZiAC
z=kFKZ?8?z9IxB4e+rL3nIn7~Q{N5z;fy*2}IRMmYb6id5BS_-`AC{}T>D0E&c<2@2
z9M^e*Oa?Tel>3G=$e<hh8*X$e5s3Dl=;pY}<Wy8+Hv0?cfJcAdYWnrM^)4S1xQ`S)
z1xW6~Qux~+_tD}tDZpl8;kbP&h6jv*LQCX@tOLF#T^5eJM@pG~K+?md-<5JhW3#2j
zT^lO!hjVvI8!e+Ju1qasNTbVL`7K)o9)-vg>chiJ=dq`OS1=#PtR{=2>yI>P95X;N
zq&M`wQY{&e^9!rI{Hbk87M9-g#vw-hJLj>j(y8TiA$Im>SR_HYuIIJ~dq=6I?w5t0
zRnBD#{69phmp*-J2Auij<L_hR+fvs_M~s2vQwAd#QEf^!U*8MJHOF)3hJwo|?`M46
zzx}Y+0pjq!hovc|hZ5|52-LSe{wupoWW?qtl|$9Y2v>U|1B*YZ%RaUY>X01sdmhAM
z^DHO7H{S9htM%XCaFFzlb&&kE*RxllNfnAmqox<cy#B^=JkjWIl1&IN;Gz{&={=7d
z<O*yyy<PtxA$cMm?63y%ZUvEJ<*nbj;g9KGz9cpNQ*SvpI6-y^90bNB<NpVv=l_C+
zgh(`O-=R(mrY}gBP4G!?XLv~TNgA3OcK#-kkf48ZWBf(e+p_|V_w)75ZJ2#TLUL#X
zynPe5q6x!E+)v^4S<>8T9vXAWXCy?q1qGz#<*qHVsMRE1CB~XDE3rZT55*_XzAAS}
z_F2vl+r6tIwRW9^@am+es5%!2`%x?fK`vERMuyOV0G_+RV~pu+jn>rc63M@jHn>09
zfdAe96sYDPxkX#&Kq}w+A=f41@q*_#x6`V-^JkKD_!?=c;?2nk`KPjPcv3|@s`%?)
zKMn6O|3Oe9y5~-_Kc?NB%WI6eQ%X>Sh;BC5K)X$$5kfzIurc847`!iFV6Jj@L7)D5
zK7$ewe<iLxx;vbqKZR3_F=F?b@ZdZ~YFNT0ySfQ|%onL;^4NRMBr~H8JwaArv3jE0
zD3C((U?e?jC!Xt}zo9!h?l2Tj0kk`TUeEK9Qj%B|IOQT-p5r=4&zN&B#KG@`o=MHs
zgk_%L-$C%d%-p+2K(8b#rE_qxX;u0I7H%&|j~lGmf&2iXXOrO~NeKfAUyvWMPmf@z
z!qp4a#@UlSmvncd>>prs?PGY(%ggQL7yaF#923W#Cqe$9DSa=7S~;J#T{8|uSNizT
zXDtlJuL0M@>yYyKr4NNLUhB2OS7ywoiN~Fc87^XP`USjREQoCw;ws0x$d<5z<0*PT
zaoyX`jaDkq-Y7ZUbv9%8DONjY*5V?KB|mV^^kiXd4-{G~$0WN;XY)4T1YxyuMsuq_
z+n4J+XZ}%_(g6*!BJk_gwx@Q@;yt**{FchjtNx^H1!}vNcC2XP>1#i72IA<-qcXQt
z)l9vT!&>WoHxUn&upF*_YVZqBGg!u5cmJgq-i$;mJC^9Q#Cx*ejn{iA0vImu-DQk&
z(sZ~7G4by<I9qH?l~D0?rA$%%S6uyE<Jk_;SQ`2VIdn5(k<=G`Yn&0=wo@lA6mbNA
z4)>n@KB&hS4Vi*1mrP*y;BGwZwGEY$RHQ#+z6Mvlj+VtqD3hFb9rzbBPB+mz+o=vg
zlb%1<2A(U~t#{&L5Wo20cIbm-47n>kP}oz0jFKi3%3%bxo0~8Ca*_Ss%F_t7#pi$M
z5xT}n>RCN|=8P+4PzcW36ZwU{7w0qP0NO||VjMrQdQpE-iMWup*^lYXlAA~@BDrf_
zcpH?4-}fP`<);k1_Gizzf_)BBEa+ifiyz6;E!7@snC~KdD#kn8>L#+a?`6V!ar0qh
zR2@t@A(C*Jqq9StMRC3n`;$spoAlEu2#t~Qx_QF;BcBS{w#M1#cnITU$h*fqAr>(1
z>!4W(p1GT8<iqYcZK#3C5A(!gBMjoZx1<5KNOT;YYH%a!q1<*B9<`UGNW7U~+`l>}
zu%T3*8brR~?AR{m1)U~THh$H!QHcv5G)C0Ghr;{I-`x7Hm-{{lAeM}YWpMB(%S?%_
zNVwjxp}d4MJkx1BLU8ksXY?iq*|X@C+UcIi%RWTx{C;5^tIFab-1$(Ip*MZ7R68{e
z=f*aegg<80ln7{7ZZBkL|AHRXn&+$7g&h30+z+s3d*IegNpOF2<~1|n$&4KrJ%cLV
zq%kzCA*9<OH+hvCE_Ow&d<P?)gPccw)5Brup98hh+&wmAh8eQ9Dx}>qOhbiCv$@6I
z!$(Z>PFHGXB;sYV2*=tK3LFbLI0mGqn;K_p{)nFa&<!e22|GAq2=0Fxq)bQ{=cgah
z#kckH&4^M5Yiq;P!Hl~$zEQik)-Zl2n75)yQI_8HDa+5e7;uXkz?~s_YhV~M-5GbS
z9~j2koFdx5jW1i>nBW|><@WX!KCM*XYj4?CIYp(g5<k51Zu4aWw4RMUt%%7ZbA>li
zO7`>PBez*C{FJ6Jf_Uee{RlDiu{$czb9rYYBY;W5@QeE6zFj2OH(aY3>b?g;5AV(K
zbGE*`{4%4kq@R!y_Sv>3@!fIGSFp(?>?5Vfqqw~ARgN?>{%Yiv!k?<U`7eEJ+-Vrg
zY@2y1y#t{hg$VPkGf8wjJSf>gt4EdfuuFO(m}GuEj)hQ!R;}zFBX};%P>K3UQt+}|
zw_;z-S=r<^)6mY6iJDGJ(;MQaus^Kc_MzQfko+KCv=NS%@sC>5fjg+UPG`vbP>dk(
z>Px%1Z$zEKe6!grgJLs{Pm(QB>aXUfH`~n{&}yY`PPisXKhOLu8+*imWQ%+Ip{z(!
z8h!c0w9#*2jAI=Z$(OnxaY}PAgIia}Dxp`a42_I$I3@hQAm574;1FfC5=;zJUSjF1
zOFnu>8Qwr~6xnScd)#_1?A6SVE9Jk!HQC~#K!2E3v|=ahDXf0^(+s2seAOg~VRXH^
znSiK}WcJT42A<p1K5|>^L|C?dT9k`o0W#3Jn2bN)EPNZ=Zf<{chU*ZYDkK&K4_Z5y
zj`K=y3u6CTFGhHYWf%fYMT~8<kv*v?>XJ`+u)4)`XGf3t%vz~Z)3JDb9iirXYCgBN
z>~0WfjJ2S*apg+KJeZ+Z01ioKEtZlG6^0ECQVG041-%gH=8GMQ2qivoN(}#T;N-q?
z;cG)i#*?Kw=KM2mbL%k){c5Je?0IuyHDTB`QdP6kEgzmGn<4106j>*&$bh&yk#x6*
zDN|~IWM{wFKRikWkLJ91Xc&ddP~UP<$lNKiw`X<I=&%ta!k3`e#(uUo8jrYk(o<F`
z8}7QGdMD(+Aklxj9rXMdXCIul0}@<3Cy_N0!v#;lv;FsLLyV2<Lqp(Flw(UiZ|%rq
zkzm&`cl%k5Y<q5u;U@Gn8fR^JOx}3gP8)2ONm^o#D7-0VR!rw5O4mjQRzz`5;EMu_
zh~Bu#>==`bXrbvKj`)2gsk*T*9Rj4PoNcDw1p>Yx%DCt9l2264ni?N^T?O#FB75G7
z_(wTdZ^U>ef<;t{=+r${iST@lOq^L3yx*AO?$?N?LS3Gx@3-OVMbf)`NXE6LV*%fj
zJC(SjjcqAM>q!Ic89vOW)zObC{kcq`3y@gA9~+PeCNgw?IZN(Ol3fCPf<f`tf+Kba
z1N7W<Soo;>gqzA3Lp!V6;DwT;<$Mvy>F7&@xN+S5S;VUCBXChFt#vnlL5YHvpM^2Q
zL@=WoMbu9`w_do<bk>f}-bDKXx$8;e?+qch0jYOa)kC1z#p$)ZY=t7ILXR6?;&<wP
zxZ7So&g?BbUvYXV?fM`{an|usbH@|s63IBHhYZttU8cXXV#Pg=I=^!fTG$L;3hbHE
zz2Zuv0=c*?MTwss%G`n;56%pB&3L?=NSQmCnGQHZw>kVBw&n!=**0Qly-a{Gh?4!x
zWv=DiX-si6EO(l8Q+e>v^YON6O?g)j&9v2WCv)O)&604vZAb)#n?&aOg9`O_&M8Bq
zfMvFcN~Z&5=YTy4O7WbLe3suAiET8s3d*KFX`Jo1T<=yIFaGc#CxU#>=b^{jd8VXy
znn`|>%pltH=$b}m6k>vO_XhC06|W>YV8$Vd8ikbiEBh1&u_D~;{vx3uN!-0`%5rhe
zt`4yO>Ti)YJVW`i%8jPWYbjfw3^sjz3Tt?F;>E$EA0a0qXV%`)W{$svxwvMibvN&3
zq@{M3Fl9oCZFF(p1%=1mUeISOxbXZ!wE1RmbMpB5&0-_5l16m!6B4w7<vP36{VBIQ
z-4q5tW#^BC&_Eih-Gz)4jMuk6J7I@ddyf;o^)l~9-ea17^C!Z#Eu?GZ^o%)ROTQ01
z3ZgSB^BO8oI0|uv1Zf0&R+KVj3(|G?$4<9k56!<>x*%A6_iku-L>e4<IKuL(8u`z5
zIcYd}XUKyP&xcP2u5pTHvhspfsaHNMmF6H%a7DB^Sim(nGbsipwJbvDV?yy_%>-{3
z*iR7$D~Ar6tHs*C`*b@3xjQ+o!IOGndMp~TYV5ivc)ZIe^*?Qvxy$L6HV57qep%eH
zK;6Q1lbXjzcz5!|nGQ0dIic7O7}YYxCOk~=Qc~*~74oEJ$VDC%5xw#zICgtKdqxzM
z6_e0B))Jnml^i*gxoPM3MZRzQ)9AaIy%7QM8vYx8Et0SM>H^i1r$ct>xSU;)X>n{6
z7j!2HjV*c4)=A3<#|gmb({J}m*S^?kC0kX<%Qon4t%_8kG3&Ud)6jQW=_={2AGXCX
zdw2b4OQ}dc$KzwZAtBOh5Yz1M<M!NaW7(q>EVG-U0ORHBd`>kU7JmfXDIXpGjXXM0
zQ&lL~$ap$N`J7w$qSZ$#oDGhhR|7$Bd=jr82Y2R1P#Lu^&`{@sSBMuMYN`$kgm+Fp
zv)K@g`j$qad={4xB13t5t@`TixBJIVbRhdjf>=VJI&Gs^`sMP?(_;A-FRQU^x5JNf
z!NV-{MQ{ecGk?GDJ0IJTi?%t`9RAAPC(CL2Pds8MK=L})7;_6N%a-i)&Diqcvuya&
z2S)rm)40raKc*y%^_`{5^l-)|XCB_~X0AF{B$CRCk^_xwYkqWn<EqA~XcR`MFsaQ}
zb-WiO9%c-WG>;V{r>k@*ZUaAmc4c3o;%D;+Qw#36H}P=w;ny-34mK7!_g6xXE=WPC
z3|6a0oNnXrn>O27k_tS`FJqYZTfdcFElSTbR9l<#Z}Srm2lTY7sC)LS-V*o1_jUy7
z!be{SJ~-9v-kDEqva4uZuxfl6gx_y0q?<ldc*(C;<WxpENkWi+Bp+k1-cUNiC8bo(
z>;Z|kC}E+N>*yLSPV~zT5ITtKS&X8~fptGQ;Kj6D?9JQBiAjK37G53pesKjNP##J-
z!tX_RK_^>~2ep2+R}9x?pzZW~1<zg68bi^o@jb>~@N3*?2Jkz^CTN_Uyx<X#HcW3^
z7~~_l>cuPbaIx0d7I=c_M67J>ghO#FW=hrSQqUh;X?%Ws+u2G`3Dj}d-3d9*HPdG$
z@q^24UskeUl&Pf;vbmFmS7rXeKXjEI&l0M9ULVPt7DLm66aOm04ksIxduS6SGI%v2
zu><-@Ei+baP8k+Ey`I;lczwkOo4iPRJhqnAJDR`zWg6BVJO}w~>e*;!RYD|v?UXGv
z>kCovd+x1q!?%G5$kL{U?(`BV*7UtOdEyeCK<X#kDa1d!TcdjEA5f=^z}S5nH(#o9
zTamJ9)IMiEPrNp^IaG&UC#)T;X;SC{vwv1(7UN2B-wk1(N;&^NqJrJyMtwwfe0u2g
zoEe1ALF@X=L_)0Ct3bT6<=WU-mt}|6;~cR?P923Sq$&;i28ou7eLQ|ahM)=~;Mw*6
ziOa{VLUe00MrN?KOA(u6?~=Km3r?#y$A?_!xH82Dw>>3G?NtOO5K6xIiMMp0I1|M1
z2VWbtO8aeDwO7EtoTlRr!?bFC%22#Dxc>C0$I`^h$uk!RV-JtPto*6(Bdhg@mqX3@
zgqw>*Q5QY(^wMSbiI`|QTNXF{*v`7%*X56yIjW-tR3d$cmBeJwdujF5A{Ph^j5oGW
zS%trg;=@8Xf^XN18J#pC1QuV_4tqn@X?ii%B28hsCpRyTciAatQ!ocZKgueV_!O#D
z_KPMRH}hjPJ9R8y)}@aR<j?(rZbf0p>FpVn60H{=b$7VgS*<P1uq_S?9)+k|4c`4p
zObOZ~?N_a?zF?QR6&*41E&zW>@|(Tr=Ph`%u6MZ*TYL8Q__etm+sR9wqx;U|)66mf
z=1NxynQxfT<_>EqCwQ#|;X~=4eu7#0hQ(`;(F+<w6GsamsguAVmCq0NLW_T?uWh`u
z9$V7eTCNsr;SV86Js6S6!Z<!Zd0%8A!NUIPbn~I_)gCtKj1ueHm@eG|v(8~Kqxn!o
zm*|#G2(u-gdMw2_alLoaS80r-X_{`{GgKI$tQ|Q1@c3K!x_U)tV$kL(R#p_v_k~e(
zcPW1_1HG_3!jkmb;|5{o`BPk|PDsk~>I{BF?t$6#LoYsUOLA10=EY!C1eodWlW(KC
zTSNfalp<mLVfrT$To?Z3?Li}7nV}}$rvwr`g`lU56)HcIzd;5v%}`<KUUj=aHkM1$
zJx<1pjCq_?MUrX?`WJArmgc%{S%rVF|5ykjd0t@_`IFF)o5%?!#wB_AyXk=i7l|aG
zySVYv-S~>7g4^)abpU`!NC@~^#c*~?Ms#6J-I^3S%0r{0FnbyzQMs|qqvQD3!_-t+
zwegqc>Ql<l9+cD#1$wo>U*M(dHvfcy{ioEOFzOYkM6kav{ZFI8{!0gv_B|v`RDy@Y
U>BoJAd%zzhIW^gGX^XJ`24QmFApigX

literal 0
HcmV?d00001

diff --git a/content/sesion12/index.html b/content/sesion12/index.html
new file mode 100644
index 0000000..7f4a545
--- /dev/null
+++ b/content/sesion12/index.html
@@ -0,0 +1,62 @@
+<!doctype html>
+<html lang="es">
+
+<head>
+    <meta charset="utf-8">
+    <title>Sesión 12 OOP - Python Study Group</title>
+    <link rel="stylesheet" href="../custom.css">
+    <link rel="stylesheet" href="../../dist/reveal.css">
+    <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
+    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+</head>
+
+<body>
+    <div class="reveal">
+        <div class="slides">
+            <section data-markdown="Readme.md"></section>
+        </div>
+    </div>
+    <a class="custom-btn-home" href="../../"><img src="../homeico.svg" /></a>
+
+    <script src="../../dist/reveal.js"></script>
+    <script src="../../plugin/markdown/markdown.js"></script>
+    <script src="../../plugin/highlight/highlight.js"></script>
+    <script src="../../plugin/notes/notes.js"></script>
+    <script src="../../plugin/math/math.js"></script>
+    <script src="../../plugin/pointer/pointer.js"></script>
+    <script src="../../plugin/zoom/zoom.js"></script>
+    <script src="https://cdn.jsdelivr.net/npm/reveal.js-mermaid-plugin@11.4.1/plugin/mermaid/mermaid.js"></script>
+    <script>
+
+        Reveal.initialize({
+            controls: true,
+            progress: true,
+            history: true,
+            center: true,
+            pdfMaxPagesPerSlide: 1,
+            slideNumber: 'c/t',
+            plugins: [RevealMarkdown, RevealHighlight, RevealNotes, RevealMath.KaTeX, RevealZoom, RevealPointer, RevealMermaid],
+            pointer: {
+                key: "q", // key to enable pointer, default "q", not case-sensitive
+                color: "red", // color of a cursor, default "red" any valid CSS color
+                opacity: 0.9, // opacity of cursor, default 0.8
+                pointerSize: 18, // pointer size in px, default 12
+                alwaysVisible: false, // should pointer mode be always visible? default "false"
+                tailLength: 10, // NOT IMPLEMENTED YET!!! how long the "tail" should be? default 10
+            }
+        });
+
+    </script>
+    <!-- Google tag (gtag.js) -->
+    <script async src="https://www.googletagmanager.com/gtag/js?id=G-9YQTVC2B73"></script>
+    <script>
+        window.dataLayer = window.dataLayer || [];
+        function gtag() { dataLayer.push(arguments); }
+        gtag('js', new Date());
+
+        gtag('config', 'G-9YQTVC2B73');
+    </script>
+</body>
+
+</html>
\ No newline at end of file
diff --git a/index.html b/index.html
index edf8c7f..484c600 100644
--- a/index.html
+++ b/index.html
@@ -35,6 +35,21 @@ <h4>Representando el mundo real en clases</h3>
 				<br>
 				<h6>2025</h6>
 			</section>
+			<section data-background-image="content/psg-bg-dark.png" data-background-size="100%">
+				<!-- <img src="/content/Logo.png" alt="Python La Paz" width="200px" height="200px"> -->
+				<!-- <h2>Python Study Group</h2> -->
+				<br>
+				<br>
+				<br>
+				<br>
+				<a href="content/sesion12">
+					Sesión 12
+					<h4>Buenas prácticas</h4>
+					<h4>Typing, Documentación y Principios</h4>
+				</a>
+				<br>
+				<h6>2025</h6>
+			</section>
 		</div>
 	</div>
 

From 48757f1d90bb70560eb1cd2948466d99d28f0374 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 24 Aug 2025 02:18:37 +0000
Subject: [PATCH 05/16] fix: :pencil2: update section title from "Typing" to
 "Anotaciones" in index.html

---
 content/sesion12/Readme.md | 479 ++++++++++++++++++++++++++++++++++++-
 index.html                 |   2 +-
 2 files changed, 479 insertions(+), 2 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 2b11c59..f0c4532 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -547,8 +547,480 @@ Algunos de los principios más importantes son:
 - DRY (Don't Repeat Yourself)
 - YAGNI (You Aren't Gonna Need It)
 
+---
+
+#### KISS (Keep It Simple, Stupid)
+
+El principio KISS enfatiza la importancia de mantener el código simple y fácil de entender.
+
+Un código simple es más fácil de leer, mantener y depurar.
+
+---
+
+Se puede resumir en:
+
+- Simplicidad: Las soluciones deben ser lo más simples posible evitando características innecesarias.
+- Claridad: El código debe ser claro y fácil de entender
+
+---
+
+- Minimalismo: Evitar la complejidad innecesaria y centrarse en lo esencial.
+- Eficiencia: Las soluciones simples son más eficientes
+- Evite la sobreingeniería: No agregue características o funcionalidades innecesarias.
+
+
+---
+
+Una forma de aplicarlo es:
+
+- Dividir problemas complejos en partes más pequeñas y manejables.
+- Evitar la sobreingeniería y centrarse en lo esencial.
+- Utilizar nombres claros y descriptivos para variables, funciones y clases.
+
+---
+
+#### Ejemplo KISS
+
+```python [1-11|13-18]
+# Complejidad innecesaria
+class SumaDeNumeros:
+    def __init__(self, a, b):
+        self.a = a
+        self.b = b
+    
+    def operar(self):
+        return self.a + self.b
+
+suma = SumaDeNumeros(5, 7)
+print(suma.operar())
+
+# Solución simple
+class Calculadora:
+    def sumar(self, a, b):
+        return a + b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+```
+
+---
+#### Ejercicio 01
+
+```text
+Una calculadora de areas que pueda calcular
+el área de rectángulos y cuadrados.
+Donde el código tiene mucha complejidad
+Simplifica el código aplicando el principio KISS
+```
+
+En el archivo `areas.py` en la carpeta `sesion12`
+
+---
+
+Realizar los cambios 4 minutos
+
+```python
+class Area:
+    def __init__(self, tipo, lado1, lado2=None):
+        self.tipo = tipo
+        self.lado1 = lado1
+        self.lado2 = lado2
+    def calcular(self):
+        if self.tipo == "rectangulo":
+            return self.lado1 * self.lado2
+        elif self.tipo == "cuadrado":
+            return self.lado1 ** 2
+area_rectangulo = Area("rectangulo", 5, 10)
+print(area_rectangulo.calcular())
+area_cuadrado = Area("cuadrado", 5)
+print(area_cuadrado.calcular())
+```
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+
+#### Solución simple
+
+```python
+class Calculadora:
+    def area(self, lado1, lado2):
+        return lado1 * lado2
+calc = Calculadora()
+print(calc.area(5, 10))  # Área del rectángulo
+print(calc.area(5, 5))   # Área del cuadrado
+```
+
+```bash
+python areas.py
+```
+
+```text
+50
+25
+```
+
+---
+
+#### DRY (Don't Repeat Yourself)
+
+El principio DRY enfatiza la importancia de evitar la duplicación de código.
+
+El código duplicado puede llevar a errores y dificultades en el mantenimiento.
+
+---
+
+Se puede resumir en:
+
+- Unicidad: Cada pieza de conocimiento o lógica debe tener una única representación en el código.
+- Mantenimiento: El código duplicado es más difícil de mantener y actualizar.
+- Reutilización: Fomenta la reutilización de código a través de funciones, clases y módulos.
+
+---
+
+- Reducción de errores: Menos duplicación significa menos oportunidades para errores.
+- Eficiencia: Un código sin duplicación es más eficiente
+- Claridad: Un código sin duplicación es más claro y fácil de entender.
+
+
+---
+
+Una forma de aplicarlo es:
+
+- Identificar y eliminar código duplicado.
+- Utilizar funciones, clases y módulos para reutilizar código.
+- Mantener el código DRY durante el desarrollo y la refactorización.
+
+---
+
+#### Ejemplo DRY
+
+```python [1-7|9-13]
+# Código duplicado
+def area_rectangulo(lado1, lado2):
+    return lado1 * lado2
+def area_cuadrado(lado):
+    return lado * lado
+print(area_rectangulo(5, 10))
+print(area_cuadrado(5))
+
+# Código sin duplicación
+def area(lado1, lado2):
+    return lado1 * lado2
+print(area(5, 10))  # Área del rectángulo
+print(area(5, 5))      # Área del cuadrado
+```
+
+---
+
+#### Ejercicio 02
+
+```text
+Una tienda en línea permite pagar con diferentes métodos de pago:
+- Tarjeta
+- Transferencia
+- QR
+Y por cada canal aplica un impuesto diferente
+- Tarjeta 5%
+- Transferencia 2%
+- QR 1%
+Simplifica el código aplicando el principio DRY
+```
+
+En el archivo `tienda.py` en la carpeta `sesion12`
+
+---
+
+Realizar los cambios 4 minutos
+
+```python
+class Tienda:
+    def impuesto_tarjeta(self, monto):
+        return monto * 0.05
+    def impuesto_transferencia(self, monto):
+        return monto * 0.02
+    def impuesto_qr(self, monto):
+        return monto * 0.01
+    def pagar_tarjeta(self, monto):
+        impuesto = self.impuesto_tarjeta(monto)
+        total = monto + impuesto
+        print(f"Pago con tarjeta: Monto={monto}, Impuesto={impuesto}, Total={total}")
+    def pagar_transferencia(self, monto):
+        impuesto = self.impuesto_transferencia(monto)
+        total = monto + impuesto
+        print(f"Pago con transferencia: Monto={monto}, Impuesto={impuesto}, Total={total}")
+    def pagar_qr(self, monto):
+        impuesto = self.impuesto_qr(monto)
+        total = monto + impuesto
+        print(f"Pago con QR: Monto={monto}, Impuesto={impuesto}, Total={total}")
+tienda = Tienda()
+tienda.pagar_tarjeta(100)
+tienda.pagar_transferencia(100)
+tienda.pagar_qr(100)
+```
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+
+#### Solución simple
+
+```python
+class Tienda:
+    def calcular_impuesto(self, monto, tasa):
+        return monto * tasa
+    def pagar(self, monto, metodo):
+        tasas = {
+            "tarjeta": 0.05,
+            "transferencia": 0.02,
+            "qr": 0.01
+        }
+        tasa = tasas.get(metodo, 0)
+        impuesto = self.calcular_impuesto(monto, tasa)
+        total = monto + impuesto
+        print(f"Pago con {metodo}: Monto={monto}, Impuesto={impuesto}, Total={total}")
+tienda = Tienda()
+tienda.pagar(100, "tarjeta")
+tienda.pagar(100, "transferencia")
+tienda.pagar(100, "qr")
+```
+
+```bash
+python tienda.py
+```
+
+```text
+Pago con tarjeta: Monto=100, Impuesto=5.0, Total=105.0
+Pago con transferencia: Monto=100, Impuesto=2.0, Total=102.0
+Pago con qr: Monto=100, Impuesto=1.0, Total=101.0
+```
+
+---
+
+#### YAGNI (You Aren't Gonna Need It)
+
+El principio YAGNI enfatiza la importancia de no agregar funcionalidades
+o características que no son necesarias en el momento.
+
+Esto ayuda a evitar la sobreingeniería y a mantener el código simple y enfocado.
+
+---
+
+Se puede resumir en:
+
+- Necesidad: No agregue funcionalidades o características que no son necesarias.
+- Simplicidad: Mantenga el código simple y enfocado en el propósito actual.
+- Eficiencia: Evite la complejidad innecesaria que puede afectar el rendimiento.
+
+---
+
+- Mantenimiento: Un código sin características innecesarias es más fácil de mantener.
+- Claridad: Un código sin características innecesarias es más claro y fácil de entender.
+- Flexibilidad: Un código sin características innecesarias es más flexible y adaptable a cambios futuros.
+
+---
+
+Una forma de aplicarlo es:
+
+- Enfocarse en los requisitos actuales y no en posibles requisitos futuros.
+- Evitar la sobreingeniería y centrarse en lo esencial.
+- Revisar y eliminar características innecesarias durante la refactorización.
+
+---
+
+- Priorizar la simplicidad y claridad del código.
+- Mantener el código enfocado en el propósito actual.
+- Evitar la tentación de agregar características "por si acaso".
+
+---
+#### Ejemplo YAGNI
+
+```text
+Un estudiante esta aprendiendo a sumar dos números, y le dieron
+una calculadora para para que pueda practicar la suma, pero
+la calculadora tiene muchas funciones que no va a usar aún.
+```
+
+```python [1-14|15-20]
+# Característica innecesaria
+class Calculadora:
+    def sumar(self, a, b):
+        return a + b
+    def restar(self, a, b):
+        return a - b
+    def multiplicar(self, a, b):
+        return a * b
+    def dividir(self, a, b):
+        if b == 0:
+            raise ValueError("No se puede dividir por cero")
+        return a / b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+# Solución enfocada
+class Calculadora:
+    def sumar(self, a, b):
+        return a + b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+```
+
+---
+#### Ejercicio 03
+
+```text
+Un profesor necesita una forma sencilla de llevar
+el registro de sus estudiantes, con sus nombres y
+las notas de sus exámenes. Quiere poder calcular 
+fácilmente el promedio de cada estudiante y saber 
+de si ha aprobado o no el curso, 
+con nota mayor a  51, además de tener 
+un resumen claro de sus resultados para mostrárselos.
+Simplifica el código aplicando el principio YAGNI
+```
+
+En el archivo `estudiantes.py` en la carpeta `sesion12`
+
+---
+Realizar los cambios 4 minutos
+
+```python
+class Estudiante:
+    def __init__(self, nombre, notas):
+        self.nombre = nombre
+        self.notas = notas
+
+    self.promedio_cache = None
+
+    def calcular_promedio(self):
+        total = 0
+        for n in self.notas:
+            total += n
+        return total / len(self.notas)
+
+    def mostrar_promedio(self):
+        total = 0
+        for n in self.notas:
+            total += n
+        return f"Promedio de {self.nombre}: {total / len(self.notas)}"
+
+    def aprobo(self):
+        promedio = self.calcular_promedio()
+        return promedio > 50 or promedio == 51
+
+    def mejor_nota(self):
+        return max(self.notas)
+
+    def peor_nota(self):
+        return min(self.notas)
+    def resumen(self):
+        return f"Estudiante: {self.nombre}, Notas: {self.notas}, Promedio: {self.calcular_promedio()}, Aprobado: {self.aprobo()}"
+
+estudiante1 = Estudiante("Ana", [85, 90, 78])
+print(estudiante1.mostrar_promedio())
+print(f"Aprobó: {estudiante1.aprobo()}")
+print(estudiante1.resumen())
+```
+
+<iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
+
+---
+#### Solución simple
+
+```python
+class Estudiante:
+    def __init__(self, nombre, notas):
+        self.nombre = nombre
+        self.notas = notas
+    def calcular_promedio(self):
+        return sum(self.notas) / len(self.notas)
+    def aprobo(self):
+        return self.calcular_promedio() >= 51
+    def resumen(self):
+        mensaje = f"Estudiante: {self.nombre}"
+        mensaje += f", Notas: {self.notas}"
+        mensaje += f", Promedio: {self.calcular_promedio()}"
+        mensaje += f", Aprobado: {self.aprobo()}"
+        return mensaje
+estudiante1 = Estudiante("Ana", [85, 90, 78])
+print(estudiante1.resumen())
+```
+
+```bash
+python estudiantes.py
+```
+```text
+Estudiante: Ana, Notas: [85, 90, 78], Promedio: 84.33333333333333, Aprobado: True
+```
+
+---
+
+#### Resumen
+
+- Python es un lenguaje popular por su facilidad para escribir código y su tipado dinámico, lo que permite flexibilidad pero puede causar errores difíciles de detectar.
+- Las anotaciones de tipo permiten especificar el tipo de datos esperado para variables, parámetros de funciones, valores de retorno y atributos de clases, mejorando la legibilidad y ayudando a detectar errores antes de la ejecución.
+
+---
+
+- Las anotaciones de tipo en Python son opcionales y no afectan el comportamiento del código en tiempo de ejecución, pero son útiles para desarrolladores y herramientas de análisis estático.
+- Existen diferentes estilos para escribir anotaciones, como el uso directo de tipos o el módulo typing, aunque se recomienda el uso directo en versiones recientes.
+
+---
+
+- La documentación es esencial para entender el propósito y funcionamiento del código, y que se puede realizar mediante cadenas de documentación (docstrings) en clases, funciones y métodos.
+- Existen diferentes estilos de documentación en Python, como Google, NumPy y reStructuredText (reST), cada uno con sus ventajas y desventajas, y que es importante elegir uno y ser consistente.
+
+---
+
+- Los principios de desarrollo ayudan a escribir código limpio, mantenible y escalable, proporcionando soluciones a problemas comunes en el desarrollo de software.
+- El principio KISS enfatiza la simplicidad, claridad y eficiencia, evitando la sobreingeniería y manteniendo el código enfocado en lo esencial.
+
+---
+
+- El principio DRY promueve evitar la duplicación de código, fomentando la reutilización y facilitando el mantenimiento.
+- El principio YAGNI recomienda no agregar funcionalidades innecesarias, manteniendo el código simple y enfocado en los requisitos actuales.
+
+---
+
+#### Retos
+
+Crear una carpeta con el nombre "retos_sesion_12" dentro del proyecto en la raíz, en la cual por cada ejercicio debes crear los siguientes archivos:
+
+```bash
+# Estructura de carpetas
+psg-oop-2025/
+    retos_sesion_12/
+        ejercicio_01.md
+        ejercicio_01.py
+        ejercicio_02.md
+        ejercicio_02.py
+```
+
+---
+
+1. Un juego de datos de la suerte, el jugador lanza dos datos y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
+
+```markdown
+- Crea el análisis, diagrama de clases y el código.
+- Documenta el código y usa anotaciones de tipo.
+- Utiliza los principios KISS, DRY y YAGNI
+- Utiliza algún estilo de documentación
+```
+
+---
+
+2. Un sistema de gestión de tareas, donde se pueden agregar, eliminar y marcar tareas como completadas. En un futuro podrías agregar fechas de vencimiento y prioridades a las tareas.
+
+```markdown
+Crea el análisis, diagrama de clases y el código.
+Documenta el código y usa anotaciones de tipo.
+Utiliza los principios KISS, DRY y YAGNI
+Utiliza algún estilo de documentación
+```
+
+---
 
+Gracias por Participar del Python Study Group - OOP 2025 🐍
 
+> Un objeto puede ser pequeño, pero bien diseñado puede sostener un sistema entero
 
 ---
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
@@ -585,4 +1057,9 @@ https://ellibrodepython.com/function-annotations
 https://docs.python.org/es/3/howto/annotations.html
 https://pywombat.com/articles/python-annotation
 https://peps.python.org/pep-0484/
-https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime
\ No newline at end of file
+https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime
+https://fourweekmba.com/kiss-principle/
+https://medium.com/@curiousraj/the-principles-of-clean-code-dry-kiss-and-yagni-f973aa95fc4d
+https://www.techtarget.com/whatis/definition/DRY-principle
+https://dev.to/ahadalireach/the-dry-principle-50hh
+https://medium.com/@hlfdev/kiss-dry-solid-yagni-a-simple-guide-to-some-principles-of-software-engineering-and-clean-code-05e60233c79f
\ No newline at end of file
diff --git a/index.html b/index.html
index 484c600..15e8c3d 100644
--- a/index.html
+++ b/index.html
@@ -45,7 +45,7 @@ <h6>2025</h6>
 				<a href="content/sesion12">
 					Sesión 12
 					<h4>Buenas prácticas</h4>
-					<h4>Typing, Documentación y Principios</h4>
+					<h4>Anotaciones, Documentación y Principios</h4>
 				</a>
 				<br>
 				<h6>2025</h6>

From 711fc0ff392d9179989a8ecbac2378cd67060000 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 24 Aug 2025 02:21:50 +0000
Subject: [PATCH 06/16] fix: :pencil2: reformat closing message and add
 bibliographic references in Readme.md

---
 content/sesion12/Readme.md | 25 +++++++++++++------------
 1 file changed, 13 insertions(+), 12 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index f0c4532..746e809 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -1018,7 +1018,9 @@ Utiliza algún estilo de documentación
 
 ---
 
-Gracias por Participar del Python Study Group - OOP 2025 🐍
+Gracias por Participar del
+
+🐍 Python Study Group - OOP 2025 🐍
 
 > Un objeto puede ser pequeño, pero bien diseñado puede sostener un sistema entero
 
@@ -1039,6 +1041,16 @@ Repositorio de la Sesión
 <!--.slide: data-visibility="hidden"-->
 ## Bibliografía y Referencias
 
+- [Function Annotations](https://ellibrodepython.com/function-annotations)
+- [Annotations HowTo](https://docs.python.org/es/3/howto/annotations.html)
+- [Python Annotations](https://pywombat.com/articles/python-annotation)
+- [PEP 484](https://peps.python.org/pep-0484/)
+- [PEP 585](https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime)
+- [KISS Principle](https://fourweekmba.com/kiss-principle/)
+- [Principles of Clean Code: DRY, KISS, and YAGNI](https://medium.com/@curiousraj/the-principles-of-clean-code-dry-kiss-and-yagni-f973aa95fc4d)
+- [DRY Principle](https://www.techtarget.com/whatis/definition/DRY-principle)
+- [The DRY Principle](https://dev.to/ahadalireach/the-dry-principle-50hh)
+- [KISS, DRY, SOLID, YAGNI: A Simple Guide to Some Principles of Software Engineering and Clean Code](https://medium.com/@hlfdev/kiss-dry-solid-yagni-a-simple-guide-to-some-principles-of-software-engineering-and-clean-code-05e60233c79f)
 - [Object Oriented Analysis](https://www.gyata.ai/es/object-oriented-programming/object-oriented-analysis)
 - [DDOO Unidad 1](https://dmd.unadmexico.mx/contenidos/DCEIT/BLOQUE1/DS/02/DDOO/U1/descargables/DDOO_Unidad_1.pdf)
 - [Programación procedural VS orientada a objetos](https://programacionpro.com/programacion-procedural-vs-orientada-a-objetos-diferencias-y-similitudes/)
@@ -1052,14 +1064,3 @@ Repositorio de la Sesión
 - [Objetos en programación](https://ebac.mx/blog/objeto-en-programacion)
 - [Enfoque orientado a objetos](https://1library.co/article/enfoque-orientado-a-objetos-base-te%C3%B3rica.qvld461y)
 - [OOAD](https://www.tutorialspoint.com/object_oriented_analysis_design/ooad_object_oriented_analysis.htm)
-
-https://ellibrodepython.com/function-annotations
-https://docs.python.org/es/3/howto/annotations.html
-https://pywombat.com/articles/python-annotation
-https://peps.python.org/pep-0484/
-https://peps.python.org/pep-0585/#parameters-to-generics-are-available-at-runtime
-https://fourweekmba.com/kiss-principle/
-https://medium.com/@curiousraj/the-principles-of-clean-code-dry-kiss-and-yagni-f973aa95fc4d
-https://www.techtarget.com/whatis/definition/DRY-principle
-https://dev.to/ahadalireach/the-dry-principle-50hh
-https://medium.com/@hlfdev/kiss-dry-solid-yagni-a-simple-guide-to-some-principles-of-software-engineering-and-clean-code-05e60233c79f
\ No newline at end of file

From 8b08cf9694fb681e5cd3ea9a9c5f9144259f7447 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Mon, 25 Aug 2025 01:28:32 +0000
Subject: [PATCH 07/16] fix: :pencil2: update species name in Persona class and
 clarify KISS principle example in Readme.md

---
 content/sesion12/Readme.md | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 746e809..9759716 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -247,7 +247,7 @@ y atributos de instancia `nombre` y `edad`
 
 ```python
 class Persona:
-    especie: str = "Humano"
+    especie: str = "Homo sapiens"
     def __init__(self, nombre: str, edad: int):
         self.nombre: str = nombre
         self.edad: int = edad
@@ -581,6 +581,14 @@ Una forma de aplicarlo es:
 
 #### Ejemplo KISS
 
+```text
+La primera calculadora de un estudiante sólo sabe
+sumar dos números, tiene una clase SumaDeNumeros 
+con el método operar que realiza la suma.
+Sin embargo, no es muy claro, ni simple.
+Simplifica el código aplicando el principio KISS
+```
+
 ```python [1-11|13-18]
 # Complejidad innecesaria
 class SumaDeNumeros:
@@ -996,7 +1004,7 @@ psg-oop-2025/
 
 ---
 
-1. Un juego de datos de la suerte, el jugador lanza dos datos y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
+1. Un juego de dados de la suerte, el jugador lanza dos dados y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
 
 ```markdown
 - Crea el análisis, diagrama de clases y el código.

From 3436ed1bcbf485e3c56eb6d476a13482afbb35cf Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Wed, 3 Dec 2025 06:00:26 +0000
Subject: [PATCH 08/16] =?UTF-8?q?Refactorizaci=C3=B3n=20del=20README=20de?=
 =?UTF-8?q?=20la=20Sesi=C3=B3n=2011=20y=20actualizaci=C3=B3n=20del=20HTML?=
 =?UTF-8?q?=20para=20mejorar=20la=20estructura=20y=20estilo?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion10/Readme.md  |  12 +-
 content/sesion11/Readme.md  | 662 +++++++++++++++++++++++-------------
 content/sesion11/index.html |   6 +-
 3 files changed, 428 insertions(+), 252 deletions(-)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index bf24b28..356bcc0 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -996,13 +996,17 @@ El encargado utiliza la **máquina adecuada** para preparar cada sabor:
 - La *máquina de vainilla* solo prepara helados de vainilla.  
 - La *máquina de chocolate* solo prepara helados de chocolate.
 
+*(1/5)*
+
+---
+
 Todos los helados comparten características en común:  
 - Se pueden **comer**.  
 - Tienen un **envase** (cono o vaso).
 
 El sistema debe permitir al usuario realizar pedidos de helado mediante un **Factory**, y escribir `"salir"` para terminar el proceso.
 
-*(1/4)*
+*(2/5)*
 
 ---
 
@@ -1021,7 +1025,7 @@ El sistema debe permitir al usuario realizar pedidos de helado mediante un **Fac
 Escribe "salir" para terminar.
 ```
 
-*(2/4)*
+*(3/5)*
 
 ---
 
@@ -1033,7 +1037,7 @@ Representar cada helado en el formato especificado.
 
 Registrar varios pedidos hasta que el usuario escriba "salir".
 
-*(3/4)*
+*(4/5)*
 
 ---
 
@@ -1043,7 +1047,7 @@ Instrucciones:
 - Escribe el código en Python implementando el patrón Factory en `ejercicio_01.py`
 - Prueba varios pedidos de helado para verificar el correcto funcionamiento
 
-*(4/4)*
+*(5/5)*
 
 ---
 
diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index a2ad629..38dcaa1 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -11,106 +11,118 @@
 
 ---
 
-#### VS Code
+### Antes de empezar
 
-Abrimos el proyecto del Study Group
+---
+
+#### Proyecto en VSCode
+
+Abre el proyecto en VSCode
 
 ```bash
 code psg-oop-2025
 ```
 
-Creamos una carpeta llamada `sesion11` dentro del proyecto
+Crea una carpeta con el nombre `sesion11`
 
 ```bash
 mkdir sesion11
 cd sesion11
 ```
 
-Aquí guardaremos los ejemplos de la sesión
+- Los archivos de esta sesión deben estar dentro de esta carpeta
+
+- Al finalizar la sesión, sube los cambios al repositorio en un commit
 
 ---
 
 #### Introducción a la refactorización
 
-La refactorización es el proceso de mejorar el código existente sin cambiar su funcionalidad externa.
+La refactorización es el proceso de mejorar el código existente sin cambiar su **funcionalidad** externa
 
 ---
 
 #### ¿Por qué refactorizar?
 
-- Mejora la legibilidad del código.
-- Facilita el mantenimiento y la evolución del software.
-- Reduce la complejidad y el riesgo de errores.
+- Mejora la **legibilidad** del código
+- Facilita el **mantenimiento** y la evolución del software
+- Reduce la **complejidad** y el riesgo de errores
 
 ---
 
 #### ¿Qué implica la refactorización?
 
-- Reorganizar el código en módulos y clases.
-- Eliminar código duplicado.
-- Renombrar variables y funciones para que sean más descriptivas.
-- Dividir funciones grandes en funciones más pequeñas y manejables.
+- *Reorganizar* el código en módulos y clases
+- *Eliminar* código duplicado
+- *Renombrar* variables y funciones para que sean más descriptivas
+- *Dividir* funciones grandes en funciones más pequeñas y manejables
 
 ---
 
 #### Reorganización del código
 
-En python se puede organizar el código en archivos y carpetas para mejorar la estructura del proyecto.
+En python se puede organizar el código en **archivos y carpetas** para mejorar la estructura del proyecto
 
 ![Estructura de carpetas](./img/folders.png) <!-- .element width="25%"-->
 
 ---
 
-En lugar de tener un archivo gigante con todo el código, podemos dividirlo en varios archivos y carpetas.
+En lugar de tener un *archivo gigante* con todo el código, podemos dividirlo en **varios archivos** y carpetas
 
 ---
 
 #### Buenas prácticas de organización
 
-- Utilizar nombres descriptivos para archivos y carpetas.
-- Agrupar archivos relacionados en carpetas.
-- Mantener una estructura coherente en todo el proyecto.
+- Utilizar **nombres descriptivos** para archivos y carpetas
+- **Agrupar** archivos relacionados en carpetas
+- **Mantener una estructura** coherente en todo el proyecto
 
 ---
 
-En Python se recomienda seguir la convención de nombres PEP 8:
+En Python se recomienda seguir la convención [PEP 8](https://peps.python.org/pep-0008/)
 
-```markdown
-- Clases: `CamelCase` (ejemplo: `MiClase`)
-- Funciones y variables: `snake_case` (ejemplo: `mi_funcion`)
-- Constantes: `UPPER_CASE` (ejemplo: `MI_CONSTANTE`)
-- Archivos y carpetas: `snake_case` (ejemplo: `mi_archivo.py`)
-- Módulos y paquetes: `snake_case` (ejemplo: `mi_modulo`)
-````
+| Elemento              | Convención | Ejemplo                        |
+| --------------------- | ---------- | ------------------------------ |
+| Clases                | CamelCase  | `MiClase`                      |
+| Funciones y variables | snake_case | `mi_funcion`, `mi_variable`    |
+| Constantes            | UPPER_CASE | `MI_CONSTANTE`                 |
+| Archivos y carpetas   | snake_case | `mi_archivo.py`, `mi_carpeta/` |
+| Módulos y paquetes    | snake_case | `mi_modulo`                    |
 
 ---
 
 #### Ejemplo 01 
 
 ```markdown
-Juega "Piedra, Papel o Tijera" con un jugador y una computadora.
-Ingresa tu nombre y elige entre piedra, papel o tijera.
+Juega "Piedra, Papel o Tijera" con un jugador y una computadora
+Ingresa el nombre del jugador y elige piedra, papel o tijera
 La computadora hará su elección al azar
-y se determinará el ganador según las reglas del juego.
-Cuenta con un menú para 1. jugar o 2. salir.
+y se determinará el ganador según las reglas del juego
+Puede jugar varias rondas hasta que el jugador decida salir
+El juego esta compuesto por ambos jugadores
+Cuenta con un menú
+
+1. jugar 
+2. salir
 ```
 
-Crearemos un archivo llamado `juego.py` con la lógica del juego.
-y el análisis y diagrama en el archivo `juego.md`
+Crearemos un archivo llamado `juego.md` con el **análisis y diagrama**
+y el archivo `juego.py` con la **lógica** del juego
 
 ---
 
-#### Análisis
+Análisis
 
 ```markdown
 Requisitos:
-- El jugador debe ingresar su nombre.
-- El jugador debe elegir entre piedra, papel o tijera.
-- La computadora debe elegir al azar entre piedra, papel o tijera.
-- El juego debe determinar el ganador según las reglas del juego.
-- El juego debe mostrar el resultado de cada partida.
-- El juego debe permitir al jugador jugar varias partidas.
-- El juego debe tener un menú para jugar o salir.
+- El jugador debe ingresar su nombre
+- El jugador debe elegir entre piedra, papel o tijera
+- La computadora debe elegir al azar entre piedra, papel o tijera
+- El juego debe determinar el ganador según las reglas del juego
+- El juego debe mostrar el resultado de cada partida
+- El juego debe permitir al jugador jugar varias partidas
+- El juego debe tener un menú para jugar o salir
+- El juego esta compuesto por ambos jugadores (Jugador y Computadora)
 
 Objetos:
 - Jugador
@@ -118,69 +130,81 @@ Objetos:
 - Juego
 
 Características:
-- Jugador: (nombre)
-- Computadora: (nombre)
-- Juego: (jugador, computadora)
+- Jugador:
+    - nombre
+- Computadora:
+    - nombre
+- Juego: 
+    - jugador
+    - computadora
 
 Acciones:
-- Jugador: elegir()
-- Computadora: elegir()
-- Juego: jugar(), determinar_ganador()
+- Jugador:
+    - elegir
+- Computadora:
+    - elegir
+- Juego:
+    - jugar
+    - determinar ganador
 ```
 
 ---
-#### Diagrama de clases
+
+Diagrama de clases en Mermaid
 
 ````
 ```mermaid
-%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
 classDiagram
-direction LR
     class Jugador {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Computadora {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Juego {
-        +determinar_ganador(jugador, computadora)
+        +jugador: Jugador
+        +computadora: Computadora
+        +determinar_ganador(eleccion_jugador, eleccion_cpu)
         +jugar()
     }
-    Jugador --* Juego
-    Computadora --* Juego
+    Juego *-- Jugador
+    Juego *-- Computadora
 ```
 ````
 
 ---
-#### Diagrama de clases
+
+Diagrama de clases en Mermaid
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
 classDiagram
-direction LR
     class Jugador {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Computadora {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Juego {
-        +determinar_ganador(jugador, computadora)
+        +jugador: Jugador
+        +computadora: Computadora
+        +determinar_ganador(eleccion_jugador, eleccion_cpu)
         +jugar()
     }
-    Jugador --* Juego
-    Computadora --* Juego
+    Juego *-- Jugador
+    Juego *-- Computadora
 ```
+<!--.element class="center-mermaid"-->
 
 ---
 
 Código del juego de Piedra, Papel o Tijera
 
-```python
+```python [1|2-11|13-18|20-45|47-65]
 import random
 
 class Jugador:
@@ -193,7 +217,6 @@ class Jugador:
             eleccion = input("Opción inválida. Intenta de nuevo: ").lower()
         return eleccion
 
-
 class Computadora:
     def __init__(self):
         self.nombre = "Computadora"
@@ -201,7 +224,6 @@ class Computadora:
     def elegir(self):
         return random.choice(["piedra", "papel", "tijera"])
 
-
 class Juego:
     def __init__(self, jugador, computadora):
         self.jugador = jugador
@@ -251,10 +273,46 @@ while True:
 ```
 
 ---
-Vamos ahora a reorganizar el juego en una estructura de archivos dentro
-de una carpeta llamada `juego`.
 
-Donde primero separaremos las partes del juego en diferentes archivos:
+Probamos el juego para asegurarnos que funciona **correctamente**
+
+```bash
+python juego.py
+```
+
+```text
+🎮 Bienvenido al juego de Piedra, Papel o Tijera
+Introduce tu nombre: Jhon
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 1
+Jhon, elige piedra, papel o tijera: piedra
+Jhon eligió: piedra
+Computadora eligió: tijera
+Jhon gana!
+--- Menú ---
+1. Jugar
+2. Salir
+Elige una opción: 2
+¡Gracias por jugar! 👋
+```
+
+---
+
+**Reorganizaremos** el juego en archivos dentro de una carpeta llamada `juego`
+
+Donde primero separaremos las partes del juego en diferentes archivos
+
+```mermaid
+%%{init: {"theme": "dark", "look": "handDrawn"  }}%%
+graph TD;
+    A["📄 juego.py"]
+    B["📕 juego.md"] 
+```
+<!-- .element class="center-mermaid"-->
+
+⬇
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
@@ -271,16 +329,18 @@ graph TD;
     A --> E
     A --> F
 ```
+<!-- .element class="center-mermaid"-->
 
 ---
-#### 1: Crear la carpeta y los archivos
 
-Vamos a crear la carpeta `juego` y los archivos vacíos necesarios para el juego.
+#### 1. Crear la carpeta y los archivos
+
+**Crear** la carpeta `juego` y los archivos vacíos dentro
 
 ```markdown
 Con `mkdir` creamos la carpeta
 Con `cd` entramos a la carpeta
-Con `touch` creamos los archivos 
+Con `touch` creamos los archivos vacíos
 Con `tree` vemos la estructura de carpetas y archivos
 ```
 
@@ -303,7 +363,7 @@ tree
 
 ---
 
-Movemos el archivo `juego.md` a la carpeta `juego` para mantener todo organizado:
+**Mover** el archivo `juego.md` a la carpeta `juego` para mantener todo organizado
 
 ```markdown
 Con `cd ..` volvemos a la carpeta anterior
@@ -314,7 +374,7 @@ Con `tree` vemos la estructura de carpetas y archivos
 
 ```bash
 cd ..
-mv juego.md juego/
+mv juego.md juego
 cd juego
 tree
 ```
@@ -333,11 +393,11 @@ tree
 
 ---
 
-#### 2: Llenar los archivos con el código correspondiente
+#### 2. Llenar los archivos con el código
 
-Ya con la estructura creada, vamos a llenar cada archivo con el código correspondiente.
+Ya con la estructura creada, **llenar** cada archivo con el código correspondiente
 
-Primero, el archivo `jugador.py` contendrá la clase `Jugador`:
+El archivo `jugador.py` contendrá la clase `Jugador`
 
 ```python
 # jugador.py
@@ -353,7 +413,10 @@ class Jugador:
 
 ---
 
-Luego, el archivo `computadora.py` contendrá la clase `Computadora`:
+El archivo `computadora.py` contendrá la clase `Computadora`
+
+
+**Importamos** el módulo `random` porque el método `elegir` de la clase `Computadora` utiliza la función `choice` de este módulo para seleccionar una opción al azar
 
 ```python
 # computadora.py
@@ -366,12 +429,10 @@ class Computadora:
         return random.choice(["piedra", "papel", "tijera"])
 ```
 
-En el caso de computadora, importamos el módulo `random` porque 
-el método `elegir` de la clase `Computadora` utiliza la función `choice` de este módulo para seleccionar una opción al azar.
 
 ---
 
-Luego, el archivo `juego.py` quedaría así
+En el archivo `juego.py` **copiar** la clase `Juego`
 
 ```python
 # juego.py
@@ -405,20 +466,20 @@ class Juego:
 
 ---
 
-Finalmente, el archivo `main.py` contendrá la lógica para iniciar el juego:
+Por último, el archivo `main.py` contendrá la lógica para iniciar e interactuar con el juego
 
-Pero primero el juego necesita tener acceso a las clases `Jugador`, `Computadora` y `Juego` 
+Pero primero el juego necesita tener acceso a las clases `Jugador`, `Computadora` y `Juego` que están definidas en **otros archivos**
 
-Por lo que debemos importar nuestros archivos
+Por lo que debemos **importar** los archivos correspondientes
 
 ---
 #### Importación de módulos
 
-Python permite importar módulos para reutilizar código
+Python permite **importar** módulos para reutilizar código
 
-Podemos importar un módulo completo o solo partes específicas de él.
+Podemos importar un **módulo completo** o solo **partes** específicas de él
 
-Para importar un módulo completo utilizamos la palabra clave `import` seguida del nombre del módulo.
+Para importar un módulo completo utilizamos la palabra clave `import` seguida del nombre del módulo
 
 ```python
 import random
@@ -426,8 +487,11 @@ import random
 
 ---
 
-Para importar una parte específica de un módulo como una función o clase, 
-utilizamos la palabra clave `from` seguida del módulo y luego `import` seguido del nombre de la función o clase.
+Para importar **una parte** específica de un módulo como una función o clase
+
+Utilizamos la palabra clave `from` seguida del **módulo**
+
+Luego la palabra `import` seguido del nombre de la **función o clase**
 
 ```python
 from random import choice
@@ -435,17 +499,23 @@ from random import choice
 
 ---
 
-Es recomendable importar solo lo que se necesita para evitar conflictos de nombres y mejorar la legibilidad del código.
+Es **recomendable** importar solo lo que se necesita para evitar *conflictos de nombres* y mejorar la **legibilidad** del código
 
-No es necesario importar todo el módulo si solo se utiliza una parte de él.
+> No es necesario importar todo el módulo,
+> 
+> si solo se utiliza una parte de él
 
 ---
-Cada archivo que hemos creado puede ser importado como un módulo en Python.
 
-Para importar las clases desde los archivos que hemos creado, utilizamos la sintaxis `from nombre_archivo import NombreClase`.
+Cada archivo que hemos creado **puede ser importado** en Python
+
+Para importar las clases desde los archivos que hemos creado, utilizamos la sintaxis 
+
+`from nombre_archivo import NombreClase`.
 
 ---
-Por ejemplo, en el archivo `main.py`, importamos las clases de la siguiente manera:
+
+En el archivo `main.py`, importamos las clases de la siguiente manera
 
 ```python
 # main.py
@@ -458,7 +528,7 @@ Esto nos permite utilizar las clases `Jugador`, `Computadora` y `Juego` en el ar
 
 ---
 
-Finalmente, el archivo `main.py` quedaría así:
+El archivo `main.py` quedaría así
 
 ```python
 # main.py
@@ -489,11 +559,22 @@ while True:
 ```
 
 ---
-#### 3: Ejecutar el juego
 
-Para ejecutar el juego, debemos asegurarnos de estar en el directorio `juego` y ejecutar el archivo `main.py`
+#### 3. Ejecutar el juego
+
+Después de organizar el código en **archivos separados**, probamos que todo funcione correctamente
+
+donde el archivo `main.py` es el **punto de entrada** del juego
+
+Para ejecutar, debemos estar en el directorio `juego` y ejecutar el archivo `main.py`
+
+
+---
+
+Ejecutamos el juego
 
 ```bash
+cd juego # Si no estamos ya en la carpeta juego
 python main.py
 ```
 
@@ -527,16 +608,16 @@ Elige una opción: 2
 
 ---
 
-Hasta aquí conseguimos refactorizar el código del juego de Piedra, Papel o Tijera
-y organizarlo en una estructura de archivos pero de un sólo nivel.
+Refactorizamos el código del juego de Piedra, Papel o Tijera
+y lo **organizamos** en una estructura de archivos pero de *un sólo nivel*
 
-Podemos seguir mejorando la organización del código creando una estructura de carpetas
-para ordenar los archivos de nuestro proyecto.
+Podemos seguir mejorando la organización del código creando una **estructura de carpetas**
+para ordenar los archivos según su **funcionalidad**
 
 ---
 #### Estructura de carpetas
 
-Podemos organizar el proyecto en carpetas para separar la lógica del juego y las clases
+Organizaremos en carpetas para **agrupar** clases y lógica del juego
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
@@ -557,10 +638,13 @@ graph LR;
     A --> G
     A --> H
 ```
+<!-- .element class="center-mermaid"-->
 
 ---
-#### 1: Crear las carpetas y los archivos
-Vamos a crear las carpetas `clases` y `logica` dentro de la carpeta `juego`
+
+#### 1. Crear las carpetas y los archivos
+
+**Crear** las carpetas `clases` y `logica` dentro de la carpeta `juego`
 
 ```markdown
 Con `cd` entramos a la carpeta `juego`
@@ -573,7 +657,8 @@ mkdir clases logica
 ```
 
 ---
-Luego, movemos los archivos correspondientes a cada carpeta
+
+**Mover** los archivos correspondientes a cada carpeta
 
 ```markdown
 Con `mv` movemos los archivos `jugador.py` y `computadora.py`
@@ -588,7 +673,8 @@ mv juego.py logica
 ```
 
 ---
-Nos quedará la siguiente estructura de carpetas y archivos:
+
+**Quedará** la siguiente estructura de carpetas y archivos:
 
 ```markdown
 Con `tree` vemos la estructura de carpetas y archivos
@@ -614,12 +700,15 @@ tree
 
 ---
 
-#### 2: Actualizar las importaciones
-Ahora debemos actualizar las importaciones en los archivos para reflejar la nueva estructura de carpetas.
+#### 2. Actualizar las importaciones
 
-En el archivo `main.py`, debemos importar las clases desde las nuevas ubicaciones:
+Hay que **actualizar** las importaciones en los archivos para reflejar la nueva estructura de carpetas
 
-Como hemos movido los archivos para importar ahora se utiliza la sintaxis `from carpeta.archivo import Clase`
+En `main.py` **importar** las clases desde las nuevas ubicaciones
+
+Como se movió los archivos para importar ahora se utiliza la sintaxis
+
+`from carpeta.archivo import Clase`
 
 ```python
 # main.py
@@ -630,10 +719,11 @@ from logica.juego import Juego
 
 ---
 
-#### 3: Ejecutar el juego
+#### 3. Ejecutar el juego
 
-Con esto, hemos actualizado las importaciones para reflejar la nueva estructura de carpetas y podemos ejecutar
-el juego de la misma manera que antes:
+Actualizado las importaciones para reflejar la nueva estructura de carpetas
+
+**Ejecutamos** el juego de la misma manera que antes:
 
 ```bash
 python main.py
@@ -641,24 +731,25 @@ python main.py
 
 ---
 
-Aun podemos mejorar más la organización del código,
-creando un archivo `__init__.py` en cada carpeta para convertirlas en paquetes de Python.
+Podemos mejorar más la organización del código
+
+creando un archivo `__init__.py` en cada carpeta para convertir las *carpetas* en **paquetes** de Python
 
 ---
 
 #### `__init__.py`
 
-El archivo `__init__.py` es un archivo especial en Python que indica que una carpeta debe ser tratada como un paquete.
+El archivo `__init__.py` es un **archivo especial** en Python que indica que una carpeta debe ser tratada como un **paquete**
 
-Esto permite importar módulos desde esa carpeta de manera más sencilla.
+Esto permite importar módulos desde esa carpeta de manera más sencilla
 
-Son opcionales pero es recomendable incluirlos para indicar que la carpeta es un paquete de Python.
+Son **opcionales** pero es recomendable incluirlos para indicar que la carpeta es un paquete de Python
 
 ---
 
-#### 1: Crear los archivos `__init__.py`
+#### 1. Crear los archivos `__init__.py`
 
-Podemos crear un archivo `__init__.py` vacío en cada carpeta para indicar que son paquetes.
+**Crear** un archivo `__init__.py` vacío en cada carpeta para indicar que son paquetes
 
 ```markdown
 Con `cd` entramos a la carpeta `juego` 
@@ -673,7 +764,7 @@ touch clases/__init__.py logica/__init__.py
 
 ---
 
-Ahora, la estructura de carpetas y archivos quedará así:
+La **estructura** de carpetas y archivos quedará así:
 
 ```bash
 tree
@@ -696,11 +787,11 @@ tree
 
 ---
 
-#### 2: Importar desde los paquetes
+#### 2. Importar desde los paquetes
 
-En el archivo `__init__.py` añadimos los archivos que podremos importar directamente desde el paquete.
+En el archivo `__init__.py` añadimos los archivos que podremos importar directamente desde el paquete
 
-En el archivo `clases/__init__.py` añadimos:
+En `clases/__init__.py` añadimos:
 
 ```python
 # clases/__init__.py
@@ -708,23 +799,24 @@ from .jugador import Jugador
 from .computadora import Computadora
 ```
 
-Donde al utilizar el punto `.` antes del nombre del archivo, indicando que importamos el archivo desde la misma carpeta
+Al utilizar el punto `.` antes del **nombre del archivo**, indicando que importamos el archivo desde la **misma carpeta**
 
 ---
 
-En el archivo `logica/__init__.py` añadimos:
+En `logica/__init__.py` añadimos:
 
 ```python
 # logica/__init__.py
 from .juego import Juego
 ```
 
-Asi cada paquete podrá importar sus clases correspondientes sin necesidad de especificar el archivo.
+Asi cada paquete podrá **importar** sus clases correspondientes sin necesidad de especificar el archivo
 
 ---
 
-#### 2: Importar desde los paquetes
-Ahora podemos importar las clases desde los paquetes de la siguiente manera:
+#### 2. Importar desde los paquetes
+
+Para importar desde los paquetes en `main.py`, uilizamos el **nombre del paquete** seguido de la clase
 
 ```python
 # main.py
@@ -732,13 +824,13 @@ from clases import Jugador, Computadora
 from logica import Juego
 ```
 
-Esto nos permite importar las clases directamente desde los paquetes sin necesidad de especificar el archivo.
+Esto permite **importar directamente** desde los paquetes sin especificar el archivo donde se encuentra
 
 ---
 
-#### 3: Ejecutar el juego
+#### 3. Ejecutar el juego
 
-Con esto, hemos organizado el código en paquetes y podemos ejecutar el juego de la misma manera que antes:
+**Organizamos** el código en **paquetes** y podemos ejecutar el juego de la misma manera que antes:
 
 ```bash
 python main.py
@@ -746,34 +838,37 @@ python main.py
 
 ---
 
-Después de reestructurar el código, podemos continuar refactorizando.
+Después de **organizar el código**, podemos continuar **refactorizando**
 
-Ahora eliminaremos el código duplicado y dividir en funciones más pequeñas
+Ahora *eliminaremos* el código duplicado y dividir en funciones más pequeñas
 
 ---
+
 #### Eliminación de código duplicado
 
-El código duplicado es un problema común en la programación que puede hacer que el código sea más difícil de mantener y entender.
+El código duplicado es un *problema* común en la programación que hace que el código sea más difícil de *mantener y entender*
 
-La eliminación de código duplicado implica identificar y eliminar partes del código que se repiten innecesariamente.
+La eliminación de código duplicado implica **identificar y eliminar** partes del **código que se repiten** innecesariamente
 
-y reemplazarlas por funciones o métodos reutilizables.
+y reemplazarlas por funciones o métodos reutilizables
 
 ---
+
 #### ¿Por qué eliminar el código duplicado?
 
-- Mejora la legibilidad del código.
-- Facilita el mantenimiento y la evolución del software.
-- Reduce el riesgo de errores al modificar el código.
+- **Mejora** la legibilidad del código
+- **Facilita** el mantenimiento y la evolución del software
+- **Reduce** el riesgo de errores al modificar el código
 
 ---
 
 #### Refactorización del código duplicado
 
 En el Jugador podemos notar que al elegir piedra, papel o tijera,
-se repite el código para validar la elección del jugador.
+**se repite el código** para validar la elección del jugador
 
 ```python [4-8]
+# original
 class Jugador:
     def __init__(self, nombre):
         self.nombre = nombre
@@ -785,10 +880,11 @@ class Jugador:
 ```
 
 ---
-Podemos refactorizar separando las opciones válidas en una constante y 
-la validación de la elección en un método separado.
 
-```python
+**Refactorizamos** separando las opciones válidas en una constante y 
+la validación de la elección en un método separado
+
+```python [1|6-9|11-14]
 OPCIONES = ["piedra", "papel", "tijera"]
 class Jugador:
     def __init__(self, nombre):
@@ -807,11 +903,11 @@ class Jugador:
 
 ---
 
-También podemos refactorizar el input del jugador para que sea más claro y reutilizable.
-Tambien definir un `__str__` para la clase Jugador
+**Refactorizar** el `input` del jugador para que sea más claro y reutilizable.
 
+**Definir** un `__str__` para la clase Jugador
 
-```python
+```python [6-7|9-10|14,19]
 OPCIONES = ["piedra", "papel", "tijera"]
 class Jugador:
     def __init__(self, nombre):
@@ -836,11 +932,14 @@ class Jugador:
 
 ---
 
-En el caso de la computadora, podemos hacer algo similar
-Incluso importar sólo lo necesario del módulo `random` y no todo el módulo
-y también definir un `__str__` para la clase Computadora
+En la clase Computadora, se puede hacer algo similar
+
+**Importar** sólo lo necesario del módulo `random` y no todo el módulo
+
+**Definir** un `__str__` para la clase Computadora
 
-```python [1,7]
+```python [2,8]
+# original
 import random
 class Computadora:
     def __init__(self):
@@ -852,9 +951,12 @@ class Computadora:
 
 ---
 
-Queda así:
+**Importando** solo lo necesario del módulo `random`
 
-```python
+**Refactorizar** la clase Computadora, separando las opciones válidas en una constante y definiendo el método `__str__`
+
+
+```python [1|2,11| 7-8]
 from random import choice
 OPCIONES = ["piedra", "papel", "tijera"]
 class Computadora:
@@ -870,8 +972,7 @@ class Computadora:
 
 ---
 
-Por último, podemos refactorizar el archivo `juego.py` usando el método `__str__` de las clases `Jugador` y `Computadora`
-Tambien adicionar un método para mostrar las elecciones
+**Identificar** el código duplicado en la clase `Juego` como la impresión de las elecciones de los jugadores y sus nombres
 
 
 ```python [14-16,22-23]
@@ -904,7 +1005,10 @@ class Juego:
 ```
 
 ---
-Queda así:
+
+**Refactorizar** el archivo `juego.py` usando el método `__str__` de las clases `Jugador` y `Computadora`
+
+**Adicionar** un método para mostrar las elecciones
 
 ```python [14,15,17,18,23,24]
 class Juego:
@@ -937,70 +1041,88 @@ class Juego:
 
 ---
 
-Y asi hemos eliminado algunos duplicados y mejorado la legibilidad del código.
-Pero aún podemos seguir mejorando y refactorizando el código y dividiendo
-en funciones más pequeñas y manejables.
+Se **eliminó** algunos duplicados y mejorado la legibilidad del código
+
+**Podemos** seguir mejorando y refactorizando el código y dividiendo
+en funciones más pequeñas y manejables
 
 ---
 
-El objetivo es tener un código limpio y fácil de mantener. También es importante
-saber cuando detenerse, ya que la refactorización excesiva puede llevar a un código innecesariamente complejo.
+El objetivo es tener un **código limpio y fácil de mantener** y también es importante
+saber cuando detenerse, ya que la *refactorización excesiva* puede llevar a un código innecesariamente complejo
 
 ---
 
-Por último actualizamos el análisis y 
-el diagrama de clases para reflejar los cambios realizados
+Al final **actualizar** el análisis y el diagrama de clases para reflejar los cambios realizados
 
 ---
+
 #### Análisis actualizado
 
 ```markdown
 Requisitos:
-- El jugador debe ingresar su nombre.
-- El jugador debe elegir entre piedra, papel o tijera.
-- La computadora debe elegir al azar entre piedra, papel o tijera.
-- El juego debe determinar el ganador según las reglas del juego.
-- El juego debe mostrar el resultado de cada partida.
-- El juego debe permitir al jugador jugar varias partidas.
-- El juego debe tener un menú para jugar o salir.
+- El jugador debe ingresar su nombre
+- El jugador debe elegir entre piedra, papel o tijera
+- La computadora debe elegir al azar entre piedra, papel o tijera
+- El juego debe determinar el ganador según las reglas del juego
+- El juego debe mostrar el resultado de cada partida
+- El juego debe permitir al jugador jugar varias partidas
+- El juego debe tener un menú para jugar o salir
+- El juego esta compuesto por ambos jugadores (Jugador y Computadora)
+
 Objetos:
 - Jugador
 - Computadora
 - Juego
+
 Características:
-- Jugador: (nombre)
-- Computadora: (nombre)
-- Juego: (jugador, computadora)
+- Jugador:
+    - nombre
+- Computadora:
+    - nombre
+- Juego: 
+    - jugador
+    - computadora
+
 Acciones:
-- Jugador: elegir(), validar_eleccion(), ingresar()
-- Computadora: elegir()
-- Juego: determinar_ganador(), mostrar_elecciones(), jugar()
+- Jugador:
+    - elegir
+    - validar eleccion
+    - ingresar
+- Computadora:
+    - elegir
+- Juego:
+    - jugar
+    - determinar ganador
+    - mostrar elecciones
 ```
 
 ---
+
 #### Diagrama de clases actualizado
 
 ````
 ```mermaid
 classDiagram
-direction LR
     class Jugador {
-        +nombre
+        +nombre: string
         +ingresar(mensaje)
         +validar_eleccion(eleccion)
         +elegir()
     }
     class Computadora {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Juego {
-        +determinar_ganador(jugador, computadora)
+        +jugador: Jugador
+        +computadora: Computadora
+        +determinar_ganador(eleccion_jugador, eleccion_cpu)
         +mostrar_elecciones(jugador, eleccion)
         +jugar()
     }
-    Jugador --* Juego
-    Computadora --* Juego
+    Juego *-- Jugador
+    Juego *-- Computadora
 ```
 ````
 
@@ -1011,30 +1133,32 @@ direction LR
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
 classDiagram
-direction LR
     class Jugador {
-        +nombre
+        +nombre: string
         +ingresar(mensaje)
         +validar_eleccion(eleccion)
         +elegir()
     }
     class Computadora {
-        +nombre
+        +nombre: string
         +elegir()
     }
     class Juego {
-        +determinar_ganador(jugador, computadora)
+        +jugador: Jugador
+        +computadora: Computadora
+        +determinar_ganador(eleccion_jugador, eleccion_cpu)
         +mostrar_elecciones(jugador, eleccion)
         +jugar()
     }
-    Jugador --* Juego
-    Computadora --* Juego
+    Juego *-- Jugador
+    Juego *-- Computadora
 ```
+<!-- .element class="center-mermaid"-->
 
 ---
 
-Por último,  cambiamos el nombre del archivo `juego.md` a `README.md`
-para que sea reconocido como el archivo de documentación principal del juego.
+Cambiar el nombre de `juego.md` a `README.md`
+será reconocido como la documentación principal
 
 ```markdown
 Con `mv` cambiamos el nombre del archivo `juego.md` a `README.md`
@@ -1065,47 +1189,59 @@ tree
 
 ![Dependencia circular](./img/dependencia_circular.jpeg) <!-- .element width="45%"-->
 
-Ocurre cuando dos o más módulos dependen entre sí directa o indirectamente.
+Ocurre cuando dos o más módulos *dependen entre sí* directa o indirectamente
 
 ---
 
-La dependencia circular es mala
+La dependencia circular es *mala*
 
 Esto puede llevar a problemas como:
-- Dificultad para entender y mantener el código.
-- Problemas de rendimiento debido a la carga repetida de módulos.
-- Errores en tiempo de ejecución si los módulos no se cargan en el orden correcto.
+
+- *Dificultad* para entender y mantener el código
+- *Problemas de rendimiento* debido a la carga repetida de módulos
+- *Errores en tiempo de ejecución* si los módulos no se cargan en el orden correcto
 
 ---
+
 Para evitar dependencias circulares, es recomendable:
 
-- Reorganizar el código para reducir las dependencias.
-- Dividir módulos grandes en módulos más pequeños y manejables.
+- **Reorganizar el código** para reducir las dependencias
+- **Dividir módulos grandes** en módulos más pequeños y manejables
+
+---
+
+Para definir el **punto de entrada** de un programa, utilizamos la variable especial `__name__` en Python
 
 ---
 
 #### La variable `__name__`
 
 En Python, la variable especial `__name__` se utiliza para determinar si un módulo
-se está ejecutando como el programa principal o si se está importando desde otro módulo.
+se está ejecutando como **programa principal** o si se está **importando** desde otro módulo
 
 ---
 
-Cuando un módulo se ejecuta directamente, su variable `__name__` se establece en `"__main__"`.
-Cuando se importa desde otro módulo, su variable `__name__` se establece en el nombre del módulo.
+Cuando un módulo se **ejecuta directamente**, su variable `__name__` se establece en `"__main__"`
+
+Cuando *se importa* desde otro módulo, su variable `__name__` se establece en el nombre del módulo
 
 ---
 
-Esto permite que el código dentro de un bloque `if __name__ == "__main__":` se ejecute solo cuando el módulo se ejecuta directamente,
-y no cuando se importa desde otro módulo.
+Esto permite que el código dentro de un bloque
 
-Es una buena práctica utilizar este bloque para definir el punto de entrada del programa.
+`if __name__ == "__main__":`
+
+se ejecute cuando el módulo se **ejecuta directamente**, y NO cuando se *importa* desde otro módulo
+
+Es una buena práctica utilizar este bloque para definir el **punto de entrada** del programa
 
 ---
 
-En nuestro caso, agregamos al final del archivo `main.py` y crearemos la función `main()` para encapsular la lógica del juego
+**Encapsular** la lógica principal del juego dentro de una función `main`
 
-```python
+**Agregar** al final del archivo `main.py` el bloque `if` para llamar a la función `main`
+
+```python [3|24-25]
 from clases import Jugador, Computadora
 from logica import Juego
 def main():
@@ -1135,7 +1271,7 @@ if __name__ == "__main__":
 
 ---
 
-Con esto hemos completado la refactorización y podemos subir los cambios al repositorio de GitHub.
+Con esto se completó la **refactorización** y se puede los cambios al repositorio de GitHub
 
 ```bash
 git add .
@@ -1148,13 +1284,18 @@ git push
 #### Ejemplo 02
 
 ```text
-1. Al ejemplo anterior aún faltan algunas mejoras que podemos hacer.
-Elimina la duplicidad del código en OPCIONES almacenando en una 
-carpeta que se llame `constantes` y crea un archivo `opciones.py`
-donde almacenes las opciones válidas del juego y reglas
+Al ejemplo anterior aún faltan algunas mejoras que hacer
 
-2. Ahora el juego debe funcionar con emojis: 🧱, 📄 y ✂️
-sólo cambiando en las constantes sin modificar el resto del código.
+Elimina la duplicidad del código en OPCIONES almacenando
+en paquete que se llame `constantes` y crea un 
+archivo `opciones.py` donde almacenes las opciones 
+válidas del juego y reglas
+
+El juego debe funcionar con emojis: 🧱, 📄 y ✂️
+cambiando en las constantes y la lógica del juego
+
+Crea las reglas del juego en un diccionario 
+para determinar el ganador
 ```
 
 Realizar los cambios 4 minutos
@@ -1193,8 +1334,7 @@ tree
 
 #### 2. Opciones válidas
 
-En el archivo `constantes/opciones.py`, definimos las opciones válidas del juego
-y en el archivo `constantes/__init__.py` importamos las opciones para que estén disponibles al importar el paquete `constantes`.
+En `constantes/opciones.py` definir las opciones válidas del juego y las reglas
 
 ```python
 # constantes/opciones.py
@@ -1211,6 +1351,8 @@ REGLAS = {
 
 ---
 
+En `constantes/__init__.py` importamos las opciones para que estén disponibles al importar el paquete `constantes`.
+
 ```python
 # constantes/__init__.py
 from .opciones import OPCIONES, REGLAS
@@ -1219,7 +1361,8 @@ from .opciones import OPCIONES, REGLAS
 ---
 
 #### 3. Actualizar el código
-Ahora actualizamos el código en los archivos `jugador.py`, `computadora.py`
+
+Actualizar el código en los archivos `jugador.py`, `computadora.py` utilizando las constantes definidas
 
 ```python
 # clases/jugador.py
@@ -1235,9 +1378,10 @@ from random import choice
 ```
 
 ---
-En el archivo `juego.py` actualizamos las importaciones y el método `determinar_ganador` para utilizar las constantes:
 
-```python
+En `juego.py` actualizar las importaciones y el método `determinar_ganador` para utilizar las constantes y reglas definidas
+
+```python [2|4-9]
 # logica/juego.py
 from constantes import REGLAS
 ...
@@ -1250,9 +1394,10 @@ from constantes import REGLAS
 ```
 
 ---
-Finalmente, actualizamos el archivo `main.py` para que muestre las opciones válidas al jugador:
 
-```python
+Actualizar `main.py` para que muestre las opciones válidas al jugador
+
+```python [2,6]
 # main.py
 from constantes import OPCIONES
 from clases import Jugador, Computadora
@@ -1267,8 +1412,26 @@ def main():
 ```
 
 ---
-Con esto hemos refactorizado el código para utilizar constantes y mejorar
-la flexibilidad del juego.
+Reafactorizado el código para utilizar constantes y mejorar la flexibilidad del juego
+
+Ejecutar el juego para verificar que todo funciona correctamente:
+
+```bash
+python main.py
+```
+
+---
+
+Al final *modificar* las constantes para utilizar emojis en lugar de texto
+
+```python
+# constantes/opciones.py
+PIEDRA = "🧱"
+PAPEL = "📄"
+TIJERA = "✂️"
+``` 
+
+---
 
 Ejecutamos el juego para verificar que todo funciona correctamente:
 
@@ -1292,12 +1455,12 @@ Empate
 
 ---
 
-Subimos los cambios al repositorio de GitHub:
+Subimos los avances de la sesión al repositorio en **GitHub**
 
 ```bash
 git add .
-git commit -m "Refactorización y uso de constantes"
-git push
+git commit -m "Sesión 11"
+git push origin main
 ```
 
 ---
@@ -1341,13 +1504,13 @@ Crear una carpeta con el nombre "retos_sesion_11" dentro del proyecto en la raí
 # Estructura de carpetas
 psg-oop-2025/
     retos_sesion_11/
-        reto_01/
-            Readme.md
+        ejercicio_01/
+            README.md
             <carpetas>
                 <scripts>.py
             main.py
-        reto_02/
-            Readme.md
+        ejercicio_02/
+            README.md
             <carpetas>
                 <scripts>.py
             main.py
@@ -1355,20 +1518,22 @@ psg-oop-2025/
 
 ---
 
-#### Reto 01
+1. Organiza el siguiente ejemplo en una estructura de carpetas y archivos
 
 ```text
-Una aplicación para gestionar una lista de tareas pendientes.
-Permite agregar, eliminar y marcar tareas como completadas.
-También permite eliminar tareas completadas y eliminar todas las tareas.
+Un programa para gestionar una lista de tareas pendientes
+Permite agregar, eliminar y marcar tareas como completadas
+También permite eliminar tareas completadas
+y eliminar todas las tareas
 ```
 
-Refactoriza el código en una estructura de carpetas y añade la documentación
-en un archivo `README.md` dentro de la carpeta `reto_01`.
-
+- Renombra las variables y métodos siguiendo las convenciones de PEP 8 y buenas prácticas de nomenclatura
+- Refactoriza el código en una estructura de carpetas y añade la documentación de análisis y diagrama de clases
+en un archivo `README.md` dentro de la carpeta `ejercicio_01`.
 
 ---
 
+Diagrama de clases
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
@@ -1390,6 +1555,7 @@ direction LR
     }
     Tarea --* ListaTareas
 ```
+<!-- .element class="center-mermaid"-->
 
 ---
 Código del ejemplo 01
@@ -1469,7 +1635,8 @@ while True:
 ```
 
 ---
-#### Reto 02
+
+2. Crea el siguiente programa siguiendo las buenas prácticas de PEP 8 y organiza el código en una estructura de carpetas y archivos
 
 ```text
 La Biblioteca Municipal va digitalizar su registro 
@@ -1477,19 +1644,24 @@ de préstamos de libros. Actualmente, los encargados
  anotan todo en un cuaderno:
 
 Los libros con su título, autor e ISBN.
-Los usuarios tienen un nombre.
-La biblioteca cuenta con un flujo de préstamos que es el siguiente:
-1. Un usuario ingresa su nombre.
-2. Se lista los libros disponibles.
-3. El usuario elige un libro para prestar.
-4. Se registra la lista de prestados con el nombre del usuario y el libro prestado
-5. Puede prestarse más de un libro al mismo usuario.
-6. Los usuarios tienen que devolver todos los libros a la vez.
-7. Se puede ver la lista de libros prestados y los usuarios que los tienen.
-8. Para salir se debe ingresar "salir".
+Los usuarios tienen un nombre
+La biblioteca cuenta con un flujo de préstamos:
+1. Un usuario ingresa su nombre
+2. Se lista los libros disponibles
+3. El usuario elige un libro para prestar
+4. Se registra la lista de prestados con el 
+   nombre del usuario y el libro prestado
+5. Puede prestarse más de un libro al mismo usuario
+6. Los usuarios tienen que devolver todos los libros a la vez
+7. Se puede ver la lista de libros prestados y
+   los usuarios que los tienen
+8. Para salir se debe ingresar "salir"
 ```
 
-Realizar el código del reto en una estructura de carpetas y añade la documentación
+---
+
+Añade la documentación con análisis y diagrama de clases en un archivo `README.md` dentro de la carpeta `ejercicio_02` y
+crea el código para el ejercicio
 
 ---
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
@@ -1500,7 +1672,7 @@ Realizar el código del reto en una estructura de carpetas y añade la documenta
 <br>
 <br>
 
-[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion11)
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/tree/main/content/sesion11)
 
 Repositorio de la Sesión
 
diff --git a/content/sesion11/index.html b/content/sesion11/index.html
index c7651d6..92fbc15 100644
--- a/content/sesion11/index.html
+++ b/content/sesion11/index.html
@@ -3,12 +3,12 @@
 
 <head>
     <meta charset="utf-8">
-    <title>Sesión 11 OOP - Python Study Group</title>
-    <link rel="stylesheet" href="../custom.css">
+    <title>Sesión 11 | Python Study Group | OOP</title>
     <link rel="stylesheet" href="../../dist/reveal.css">
     <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
-    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/highlight/atom-one-dark-reasonable.css">
     <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+    <link rel="stylesheet" href="../custom.css">
 </head>
 
 <body>

From d6f428dc6eb26ce9ab477e2d576c022aef279c65 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Fri, 5 Dec 2025 04:20:16 +0000
Subject: [PATCH 09/16] =?UTF-8?q?Refactorizaci=C3=B3n=20del=20README=20de?=
 =?UTF-8?q?=20la=20Sesi=C3=B3n=2011=20para=20mejorar=20la=20claridad=20y?=
 =?UTF-8?q?=20estructura=20del=20contenido?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion10/Readme.md |   6 +-
 content/sesion11/Readme.md | 141 ++++++++++++++++++++++++++++++-------
 2 files changed, 118 insertions(+), 29 deletions(-)

diff --git a/content/sesion10/Readme.md b/content/sesion10/Readme.md
index 356bcc0..c91514a 100644
--- a/content/sesion10/Readme.md
+++ b/content/sesion10/Readme.md
@@ -1004,7 +1004,7 @@ Todos los helados comparten características en común:
 - Se pueden **comer**.  
 - Tienen un **envase** (cono o vaso).
 
-El sistema debe permitir al usuario realizar pedidos de helado mediante un **Factory**, y escribir `"salir"` para terminar el proceso.
+Debe permitir al usuario realizar pedidos de helado mediante un **Factory**, y escribir `"salir"` para terminar el proceso.
 
 *(2/5)*
 
@@ -1029,7 +1029,7 @@ Escribe "salir" para terminar.
 
 ---
 
-El sistema debe permitir:
+Debe permitir:
 
 Crear helados mediante una **fábrica**
 
@@ -1107,7 +1107,7 @@ Escribe "salir" para terminar.
 
 ---
 
-El sistema debe permitir:
+Debe permitir:
 
 - Crear monstruos mediante una **fábrica**
 - Representar cada monstruo en el formato especificado.
diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index 38dcaa1..a80fec1 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -1518,22 +1518,53 @@ psg-oop-2025/
 
 ---
 
-1. Organiza el siguiente ejemplo en una estructura de carpetas y archivos
+1. **Refactoriza** el siguiente ejemplo en una estructura de carpetas y archivos
 
-```text
-Un programa para gestionar una lista de tareas pendientes
-Permite agregar, eliminar y marcar tareas como completadas
-También permite eliminar tareas completadas
-y eliminar todas las tareas
+Un programa para gestionar una lista de tareas pendientes:
+
+- Permite agregar nuevas tareas
+- Eliminar tareas
+- Marcar tareas como completadas
+- Eliminar solo tareas completadas
+- Eliminar todas las tareas
+
+*(1/6)*
+
+---
+
+El programa debe ser **refactorizado**:
+
+- **Utilizar** convenciones de estilo PEP 8
+- **Mejorar** nombres en clases, variables y métodos
+- **Crear** una estructura ordenada de carpetas y módulos de Python
+- **Incluir** la documentación del análisis y diagrama en un archivo README.md
+
+*(2/6)*
+
+---
+
+
+Separar las clases en **archivos individuales** dentro de la carpeta `ejercicio_01/models`
+
+Implementar una organización de carpetas y archivos como la siguiente:
+
+```bash
+ejercicio_01/
+  ├── models/
+  │     ├── __init__.py
+  │     ├── tarea.py
+  │     └── lista_tareas.py
+  ├── main.py
+  └── README.md
 ```
 
-- Renombra las variables y métodos siguiendo las convenciones de PEP 8 y buenas prácticas de nomenclatura
-- Refactoriza el código en una estructura de carpetas y añade la documentación de análisis y diagrama de clases
-en un archivo `README.md` dentro de la carpeta `ejercicio_01`.
+Mantener la misma funcionalidad del programa original
+
+*(3/6)*
 
 ---
 
-Diagrama de clases
+Diagrama de clases original
 
 ```mermaid
 %%{init: {"theme": "dark", "look": "handDrawn"  }}%%
@@ -1557,8 +1588,13 @@ direction LR
 ```
 <!-- .element class="center-mermaid"-->
 
+Debe incluirse  el análisis y diagramas en `README.md`
+
+*(4/6)*
+
 ---
-Código del ejemplo 01
+
+Código original
 
 ```python
 class Tarea:
@@ -1634,36 +1670,89 @@ while True:
         print("Opción inválida, intenta de nuevo.")
 ```
 
+Debe refactorizarse y organizarse en archivos y carpetas en la carpeta `ejercicio_01`
+
+*(5/6)*
+
 ---
 
-2. Crea el siguiente programa siguiendo las buenas prácticas de PEP 8 y organiza el código en una estructura de carpetas y archivos
+- Realiza el **análisis** y **diagrama de clases** para el programa en `README.md` dentro de la carpeta `ejercicio_01`
+- Refactoriza el código manteniendo la misma funcionalidad
+- Escribe el código en archivos separados y organiza en carpetas en `ejercicio_01`
+- Utiliza **nombres descriptivos** y sigue las buenas prácticas de **PEP 8**
+- Prueba que el programa funcione correctamente
 
-```text
-La Biblioteca Municipal va digitalizar su registro 
-de préstamos de libros. Actualmente, los encargados
- anotan todo en un cuaderno:
+*(6/6)*
+
+---
+
+2. La Biblioteca Municipal iniciará la digitalización de su registro de préstamos
+Actualmente, todos los datos se anotan manualmente en un cuaderno:
+
+Información de **libros**: título, autor e ISBN
+Información de **usuarios**: nombre
+
+El objetivo es digitalizar el flujo de préstamos de libros
+
+*(1/5)*
+
+---
+
+El flujo de préstamos es el **siguiente**:
 
-Los libros con su título, autor e ISBN.
-Los usuarios tienen un nombre
-La biblioteca cuenta con un flujo de préstamos:
 1. Un usuario ingresa su nombre
-2. Se lista los libros disponibles
+2. Se lista los libros
 3. El usuario elige un libro para prestar
-4. Se registra la lista de prestados con el 
-   nombre del usuario y el libro prestado
+4. Se registra la lista de prestados con el nombre del usuario y el libro prestado
 5. Puede prestarse más de un libro al mismo usuario
 6. Los usuarios tienen que devolver todos los libros a la vez
-7. Se puede ver la lista de libros prestados y
-   los usuarios que los tienen
+7. Se puede ver la lista de libros prestados y los usuarios que los tienen
 8. Para salir se debe ingresar "salir"
+
+*(2/5)*
+
+---
+
+El programa debe ser **creado** siguiendo las buenas prácticas de PEP 8 y organizado en una estructura de carpetas y archivos
+- **Crear** clases para representar `Libro`, `Usuario`
+- **Organizar** el código en una estructura ordenada de carpetas y módulos de Python
+- **Incluir** la documentación del análisis y diagrama en un archivo `README.md`
+- **Mantener** la funcionalidad descrita en el flujo de préstamos
+- **Utilizar** nombres descriptivos para clases, variables y métodos
+
+*(3/5)*
+
+---
+
+La estructura de carpetas y archivos debe ser similar a la siguiente:
+
+```bash
+ejercicio_02/
+  ├── modelos/
+  │     ├── __init__.py
+  │     ├── libro.py
+  │     └── usuario.py
+  ├── logica/
+  │     │── __init__.py
+  │     └── biblioteca.py
+  ├── main.py
+  └── README.md
 ```
 
+*(4/5)*
+
 ---
 
-Añade la documentación con análisis y diagrama de clases en un archivo `README.md` dentro de la carpeta `ejercicio_02` y
-crea el código para el ejercicio
+Realizar el análisis y diagrama de clases para el programa en `README.md` dentro de la carpeta `ejercicio_02`
+Refactorizar el código manteniendo la misma funcionalidad
+Escribir el código en archivos separados y organizar en carpetas en `ejercicio_02`
+Utilizar nombres descriptivos y seguir las buenas prácticas de PEP 8
+Probar que el programa funcione correctamente
+
+*(5/5)*
 
 ---
+
 <!-- .slide: data-background-image="../../content/psg-bg-dark.png" data-background-size="100%"-->
 
 <br>

From 72a4e72eb0a3cf56ec0d69fc9b3a17c9caf46f43 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Fri, 5 Dec 2025 04:30:11 +0000
Subject: [PATCH 10/16] =?UTF-8?q?Mejorar=20la=20redacci=C3=B3n=20en=20el?=
 =?UTF-8?q?=20README=20de=20la=20Sesi=C3=B3n=2011=20para=20mayor=20clarida?=
 =?UTF-8?q?d=20y=20concisi=C3=B3n?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion11/Readme.md | 13 ++++++-------
 1 file changed, 6 insertions(+), 7 deletions(-)

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index a80fec1..f0bfdd6 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -1705,7 +1705,7 @@ El flujo de préstamos es el **siguiente**:
 3. El usuario elige un libro para prestar
 4. Se registra la lista de prestados con el nombre del usuario y el libro prestado
 5. Puede prestarse más de un libro al mismo usuario
-6. Los usuarios tienen que devolver todos los libros a la vez
+6. Deben devolver todos los libros a la vez
 7. Se puede ver la lista de libros prestados y los usuarios que los tienen
 8. Para salir se debe ingresar "salir"
 
@@ -1713,7 +1713,6 @@ El flujo de préstamos es el **siguiente**:
 
 ---
 
-El programa debe ser **creado** siguiendo las buenas prácticas de PEP 8 y organizado en una estructura de carpetas y archivos
 - **Crear** clases para representar `Libro`, `Usuario`
 - **Organizar** el código en una estructura ordenada de carpetas y módulos de Python
 - **Incluir** la documentación del análisis y diagrama en un archivo `README.md`
@@ -1743,11 +1742,11 @@ ejercicio_02/
 
 ---
 
-Realizar el análisis y diagrama de clases para el programa en `README.md` dentro de la carpeta `ejercicio_02`
-Refactorizar el código manteniendo la misma funcionalidad
-Escribir el código en archivos separados y organizar en carpetas en `ejercicio_02`
-Utilizar nombres descriptivos y seguir las buenas prácticas de PEP 8
-Probar que el programa funcione correctamente
+- Realizar el análisis y diagrama de clases para el programa en `README.md` dentro de la carpeta `ejercicio_02`
+- Refactorizar el código manteniendo la misma funcionalidad
+- Escribir el código en archivos separados y organizar en carpetas en `ejercicio_02`
+- Utilizar nombres descriptivos y seguir las buenas prácticas de PEP 8
+- Probar que el programa funcione correctamente
 
 *(5/5)*
 

From 9ed2ff4bf0833d98109b9c6e6b91b3504b10f2fc Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Fri, 5 Dec 2025 23:51:27 -0400
Subject: [PATCH 11/16] Update content/sesion11/Readme.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 content/sesion11/Readme.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/content/sesion11/Readme.md b/content/sesion11/Readme.md
index f0bfdd6..d91f9c5 100644
--- a/content/sesion11/Readme.md
+++ b/content/sesion11/Readme.md
@@ -1602,7 +1602,7 @@ class Tarea:
         self.des = d
         self.comp = 0
     def completada(self):
-        self.comp == 1
+        self.comp = 1
 
 class ListaTareas:
     def __init__(self):

From 473a2056003cc93a10efac03445553d5ac26b2eb Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 6 Dec 2025 07:12:08 +0000
Subject: [PATCH 12/16] =?UTF-8?q?Update=20index.html=20title=20and=20style?=
 =?UTF-8?q?sheet=20links=20for=20Sesi=C3=B3n=2012?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion12/Readme.md  | 608 +++++++++++++++++++++++++++---------
 content/sesion12/index.html |   6 +-
 2 files changed, 472 insertions(+), 142 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 9759716..a533626 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -11,41 +11,46 @@
 
 ---
 
-#### VS Code
+### Antes de empezar
 
-Abrimos el proyecto del Study Group
+---
+
+#### Proyecto en VSCode
+
+Abre el proyecto en VSCode
 
 ```bash
 code psg-oop-2025
 ```
 
-Creamos una carpeta llamada `sesion12` dentro del proyecto
+Crea una carpeta con el nombre `sesion12`
 
 ```bash
 mkdir sesion12
 cd sesion12
 ```
 
-Aquí guardaremos los ejemplos de la sesión
+- Los archivos de esta sesión deben estar dentro de esta carpeta
 
+- Al finalizar la sesión, sube los cambios al repositorio en un commit
 
 ---
 
-Python es uno de los lenguajes más populares y entre sus características
-se encuentra la facilidad para escribir código.
+**Python** es uno de los lenguajes más populares y entre sus características
+se encuentra la **facilidad** para escribir código
 
-El tipado dinámico de Python permite a los desarrolladores escribir código
+El **tipado dinámico** de Python permite a los desarrolladores escribir código
 rápido y flexible
 
 ---
-Pero esto también puede llevar a errores difíciles de detectar
-si no se tiene cuidado.
+
+Pero esto también puede llevar a *errores* difíciles de detectar si no se tiene *cuidado*
 
 ---
-Una variable puede cambiar de tipo en cualquier momento, lo que puede causar
-errores en tiempo de ejecución.
 
-Desde la terminal interactiva de Python:
+Una **variable** puede **cambiar de tipo** en cualquier momento, lo que puede causar *errores* en tiempo de ejecución
+
+Desde la terminal interactiva de Python
 
 ```python
 def sumar(a, b):
@@ -67,18 +72,18 @@ TypeError: unsupported operand type(s) for +: 'int' and 'str'
 ```
 
 ---
-Este tipo de errores puede ser difícil de detectar y corregir,
-especialmente en proyectos grandes.
 
-Para lo cual, en Python se ha introducido el concepto de "anotaciones de tipo"
+Este tipo de *errores* puede ser difícil de *detectar y corregir*, especialmente en proyectos grandes
+
+Para lo cual, en **Python** se ha introducido el concepto de **anotaciones de tipo**
 
 ---
 
 #### Anotaciones
 
-Python desde su versión 3.6 introdujo el concepto de "anotaciones de tipo"
+Python desde su versión **3.6** introdujo el concepto de **anotaciones de tipo**
 que permiten a los desarrolladores especificar el tipo de datos esperado
-para:
+para
 
 - Variables
 - Parámetros de funciones
@@ -87,11 +92,11 @@ para:
 
 ---
 
-Esto ayuda a mejorar la legibilidad del código y a detectar errores
-antes de que se ejecuten.
+Esto **ayuda** a mejorar la **legibilidad** del código y a **detectar errores**
+antes de que se ejecuten
 
-Además, los editores de código y herramientas de análisis estático
-pueden utilizar estas anotaciones para proporcionar sugerencias y advertencias.
+Además, los **editores de código** y herramientas de análisis estático
+pueden utilizar estas anotaciones para proporcionar **sugerencias** y *advertencias*
 
 ![Anotaciones de tipo](./img/annotation_01.png) <!-- .element width="50%"-->
 
@@ -107,8 +112,8 @@ touch anotaciones.py
 
 #### Anotaciones en variables
 
-Las anotaciones de tipo en variables se utilizan para indicar el tipo de datos
-que se espera que contenga una variable.
+Las anotaciones de tipo en **variables** se utilizan para indicar el tipo de dato
+que se espera que contenga una variable
 
 ```python
 edad: int = 30  
@@ -121,38 +126,56 @@ print(type(altura))  # <class 'float'>
 print(type(activo))  # <class 'bool'>
 ```
 
-Estas anotaciones no afectan el comportamiento del código,
-pero proporcionan información adicional para los desarrolladores
+Estas **anotaciones** no afectan el comportamiento del código,
+pero proporcionan **información adicional** para los desarrolladores
 
 ---
 
-De esta manera, podemos ver que la variable `edad` es un entero,
-`nombre` es una cadena, `altura` es un flotante y `activo` es un booleano.
+De esta manera, podemos ver que
 
-Esto ayuda a los desarrolladores a entender mejor el código
-y a detectar errores antes de que se ejecuten.
+- `edad` es un **entero**
+- `nombre` es una **cadena**
+- `altura` es un **flotante**
+- `activo` es un **booleano**
+
+Esto ayuda a los desarrolladores a entender mejor el **propósito** de cada variable
 
 ---
 
-#### Anotaciones en variables
+También se pueden utilizar anotaciones de tipo para **estructuras** de datos donde
+se incluyen los **tipos de los elementos** que contienen
 
-También se pueden utilizar anotaciones de tipo para estructuras de datos donde
-se incluyen los tipos de los elementos que contienen
+En el caso de listas se utiliza la sintaxis 
 
-En el caso de listas se utiliza la sintaxis `list[tipo]`:
-Donde `tipo` es el tipo de los elementos que contiene la lista.
+`list[tipo]`
+
+- `list` es la estructura de datos
+- `tipo` es el tipo de los elementos que contiene la lista
 
 ---
 
-En el caso de diccionarios se utiliza la sintaxis `dict[clave_tipo, valor_tipo]`:
-Donde `clave_tipo` es el tipo de las claves y `valor_tipo` es el tipo de los valores.
+En el caso de diccionarios se utiliza la sintaxis
+
+`dict[clave_tipo, valor_tipo]`
+
+- `dict` es la estructura de datos
+- `clave_tipo` es el tipo de las claves
+- `valor_tipo` es el tipo de los valores
+
+---
+
+En el caso de tuplas se utiliza la sintaxis
+
+`tuple[tipo1, tipo2, ...]`
 
-En el caso de tuplas se utiliza la sintaxis `tuple[tipo1, tipo2, ...]`:
-Donde `tipo1`, `tipo2`, etc. son los tipos de los elementos que contiene la tupla.
+- `tuple` es la estructura de datos
+- `tipo1`, `tipo2`, `...` Son los tipos de los elementos que contiene la tupla
 
 
 ---
 
+Ejemplos de anotaciones en estructuras de datos
+
 ```python
 numeros: list[int] = []
 nombres: dict[str, str] = {}  
@@ -168,11 +191,11 @@ print(type(tuplas))  # <class 'tuple'>
 
 ---
 
-Sin anotaciones:
+*Sin* anotaciones
 
 ![Sin anotaciones](./img/annotation_02.png) <!-- .element width="50%"-->
 
-Con anotaciones:
+**Con** anotaciones
 
 ![Con anotaciones](./img/annotation_03.png) <!-- .element width="50%"-->
 
@@ -180,45 +203,49 @@ Con anotaciones:
 
 #### Anotaciones en funciones
 
-Se utilizan para indicar los tipos de datos que se espera que contengan los parámetros 
-y el tipo de dato que se espera que retorne
+Se utilizan para indicar los tipos de datos que se espera que contengan los **parámetros** 
+y el tipo de dato que se espera que **retorne**
+
+Los parámetros de una función se anotan utilizando la sintaxis 
+
+`parametro: tipo`
+
+y el tipo de retorno se anota utilizando la sintaxis 
 
-Los parámetros de una función se anotan utilizando la sintaxis `parametro: tipo`
-y el valor de retorno se anota utilizando la sintaxis `-> tipo` 
+`-> tipo` 
 
 El tipo de retorno se coloca antes de los dos puntos `:`
 
 ---
 
-Por ejemplo, si tenemos una función que suma dos números enteros
+Por ejemplo, si tenemos una función que suma **dos números enteros** y retorna un **entero**
 
 ```python
 def sumar(a: int, b: int) -> int:
     return a + b
 ```
 
-En este ejemplo, la función `sumar` espera dos parámetros de tipo entero
-y retorna un valor de tipo entero.
+- La función `sumar` espera dos parámetros
+- `a` y `b` de tipo entero
+- Retorna un valor de tipo entero
 
 ---
 
-Sin anotaciones:
+*Sin* anotaciones
 
 ![Sin anotaciones](./img/annotation_04.png) <!-- .element width="40%"-->
 
-Con anotaciones:
+**Con** anotaciones
 
 ![Con anotaciones](./img/annotation_05.png) <!-- .element width="40%"-->
 
 ---
 
-#### Anotaciones en funciones
-
-También se pueden utilizar anotaciones de tipo para funciones que aceptan
-parámetros de tipo genérico, como listas o diccionarios.
+Se pueden utilizar anotaciones de tipo para funciones que aceptan
+parámetros de **estructuras** de datos
 
-Por ejemplo, si tenemos una función que recibe una lista de enteros y 
-retorna una lista de cuadrados de esos enteros
+Por ejemplo, si tenemos una función que recibe una **lista de enteros** y 
+retorna una **lista de enteros** que son los cuadrados de los números
 
 ```python
 def cuadrados(numeros: list[int]) -> list[int]:
@@ -227,9 +254,14 @@ numeros = cuadrados([2,4,6])
 print (numeros)
 ```
 
+- La función `cuadrados` espera un parámetro
+- `numeros` que es una lista de enteros
+- Retorna una lista de enteros
+
 ---
 
-Las anotaciones nos ayudan a saber que la variable `numeros` es una lista de enteros
+Las anotaciones nos ayudan a saber que la variable `numeros` que almacena el resultado de la función
+es una **lista de enteros**
 
 ![Con anotaciones](./img/annotation_06.png) <!-- .element width="60%"-->
 
@@ -238,13 +270,15 @@ Las anotaciones nos ayudan a saber que la variable `numeros` es una lista de ent
 #### Anotaciones en clases
 
 Las anotaciones de tipo también se pueden utilizar en clases para indicar
-los tipos de datos de los atributos de una clase.
+los tipos de datos de los **atributos** de una clase
 
 Por ejemplo, si tenemos una clase `Persona` con atributos de clase `especie`
 y atributos de instancia `nombre` y `edad`
 
 ---
 
+Ejemplo de anotaciones en clases
+
 ```python
 class Persona:
     especie: str = "Homo sapiens"
@@ -253,29 +287,27 @@ class Persona:
         self.edad: int = edad
 ```
 
-
-La clase `Persona` tiene un atributo de clase `especie` de tipo cadena
-con el valor por defecto "Humano"
-
-Atributos de instancia `nombre` y `edad` de tipo cadena e entero
+- Clase `Persona` tiene un atributos
+- Atributo `especie` es de tipo cadena con valor por defecto `"Homo sapiens"`
+- Atributo `nombre` de tipo cadena
+- Atributo `edad` de tipo entero
 
 ---
 
-Con anotaciones:
+**Con** anotaciones en atributos y en el constructor al **instanciar** la clase
+muestra el editor los tipos de datos que necesita la clase
 
 ![Con anotaciones](./img/annotation_07.png) <!-- .element width="50%"-->
 
-
 ---
 
-Existe otro estilo de anotaciones usado mayormente en versiones anteriores a Python 3.8
-
-utilizando el módulo `typing` y las clases `List`, `Dict`, `Tuple`, etc.
+Existe otro estilo de anotaciones usado mayormente en versiones anteriores a *Python 3.8*
 
+importando el módulo `typing`  y las clases `List`, `Dict`, `Tuple`, etc.
 
 ---
 
-Por ejemplo, si tenemos una función que recibe una lista de enteros y retorna una lista de enteros
+Si tenemos una función que recibe una **lista de enteros** y retorna una **lista de enteros**
 
 ```python
 from typing import List
@@ -290,34 +322,36 @@ directamente sin importar el módulo `typing`
 
 ---
 
-Es importante recordar que las anotaciones de tipo en Python son opcionales
-y no afectan el comportamiento del código en tiempo de ejecución.
+Es importante recordar que las anotaciones de tipo en Python **son opcionales**
+y **NO afectan el comportamiento** del código en tiempo de ejecución
 
 ---
 
-Pero no es suficiente, también es importante documentar el código
-para que se pueda entender fácilmente su propósito y funcionamiento.
+Pero no es suficiente para escribir código limpio y mantenible
+
+También es importante **documentar el código**
+para que se pueda entender fácilmente su propósito y funcionamiento
 
 ---
 
 #### Documentación
 
-La documentación es una parte esencial del desarrollo de software
-ya que ayuda a los desarrolladores a entender el propósito y funcionamiento del código.
+La documentación es una **parte esencial** del desarrollo de software
+ya que ayuda a los desarrolladores a entender el **propósito y funcionamiento** del código
 
-En las clases podemos utilizar cadenas de documentación (docstrings)
+En las **clases** podemos utilizar cadenas de documentación *docstrings*
 para documentar el propósito de la clase, sus atributos y métodos.
 
 ---
 
-La documentación se coloca entre comillas triples `"""` justo después de la definición de la clase
-o del método.
+Se coloca entre comillas triples `"""` justo después de la definición de la clase
+o del método
 
-Los editores de código y herramientas de análisis estático pueden utilizar
-estas cadenas de documentación para proporcionar sugerencias de autocompletado y advertencias.
+Los **editores de código** y herramientas de análisis estático utilizan
+estas cadenas de documentación para mostrar **sugerencias** y *advertencias* sobre el uso del código
 
 ---
-Creamos un archivo llamado `documentacion.py` en la carpeta `sesion12`
+Crearemos un archivo llamado `documentacion.py` en la carpeta `sesion12`
 
 ```bash
 touch documentacion.py
@@ -327,11 +361,11 @@ touch documentacion.py
 
 #### Documentación en clases
 
-Por ejemplo, si tenemos una clase `Persona` con un atributo `nombre` y un método `saludar`
+Por ejemplo, Una clase `Persona` con un atributo `nombre` y un método `saludar`
 
-```python
-Sin documentación:
+*Sin* documentación
 
+```python
 class Persona:
     def __init__(self, nombre: str):
         self.nombre: str = nombre
@@ -347,7 +381,7 @@ jhon.saludar()
 
 ---
 
-Con documentación:
+**Con** documentación
 
 ```python
 class Persona:
@@ -375,15 +409,21 @@ jhon.saludar()
 
 ---
 
-Existen diferentes convenciones para escribir documentación en Python 
+Existen diferentes convenciones para escribir **documentación en Python** 
 la [PEP 257](https://peps.python.org/pep-0257/) establece la base para las cadenas de documentación
 
-Existen diferentes estilos de documentación, como el estilo Google, NumPy y reStructuredText (reST)
+Existen diferentes estilos de documentación
+
+- Google
+- NumPy
+- reStructuredText (reST)
 
-Donde cada uno tiene su propia sintaxis y convenciones
+Cada uno tiene su propia **sintaxis y convenciones**
 
 ---
 
+Usos **típicos** de cada estilo
+
 | Estilo                  | Uso típico                                   |
 | ----------------------- | -------------------------------------------- |
 | Google                  | Documentación de proyectos y bibliotecas     |
@@ -393,6 +433,8 @@ Donde cada uno tiene su propia sintaxis y convenciones
 
 ---
 
+**Comparación** entre estilos
+
 | Estilo | Ventajas                    | Desventajas                                      |
 | ------ | --------------------------- | ------------------------------------------------ |
 | Google | Fácil de leer y escribir    | Menos detallado para proyectos complejos         |
@@ -401,6 +443,8 @@ Donde cada uno tiene su propia sintaxis y convenciones
 
 ---
 
+**Legibilidad** de cada estilo
+
 | Estilo | Legibilidad                                                                       |
 | ------ | --------------------------------------------------------------------------------- |
 | Google | Claro y conciso, fácil  para humanos                                              |
@@ -412,9 +456,53 @@ Donde cada uno tiene su propia sintaxis y convenciones
 
 #### Estilo Google
 
-Para documentar una función o método, se utiliza la siguiente sintaxis:
+Se utiliza la siguiente sintaxis para documentar 
+
+```python [2-17]
+def funcion(parametro1: tipo, parametro2: tipo) -> tipo:
+    """Descripción breve de la función
+
+    Args:
+        parametro1 (tipo): Descripción del primer parámetro
+        parametro2 (tipo): Descripción del segundo parámetro
+
+    Returns:
+        tipo: Descripción del valor de retorno
+
+    Raises:
+        TipoDeError: Condiciones que causan este error
+
+    Examples:
+        >>> funcion(valor1, valor2)
+        resultado_esperado
+    """
+    pass
+```
+
+
+---
+
+Crea el archivo `estilo_google.py` en la carpeta `sesion12`
+
+Documenta la siguiente función que devuelve la secuencia de Fibonacci hasta el n-ésimo número
+usando el estilo Google
 
 ```python
+def fibonacci(n: int) -> str:
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+print (fibonacci(5))
+```
+
+---
+
+Documentación estilo Google
+
+```python [2|4-5|7-8|10-11|13-16]
 def fibonacci(n: int) -> str:
     """Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
 
@@ -441,15 +529,67 @@ print (fibonacci(5))
 ```
 
 ---
-El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+El editor de código **interpreta la documentación** y proporcionar sugerencias de autocompletado
 
 ![Estilo Google](./img/documentation_05.png) <!-- .element width="50%"-->
 
 
 ---
+
 #### Estilo NumPy
 
-Para documentar una función o método, se utiliza la siguiente sintaxis:
+Se utiliza la siguiente sintaxis para documentar
+
+```python
+def funcion(parametro1: tipo, parametro2: tipo) -> tipo:
+    """
+    Descripción breve de la función.
+
+    Parameters
+    ----------
+    parametro1 : tipo
+        Descripción del primer parámetro.
+    parametro2 : tipo
+        Descripción del segundo parámetro.
+
+    Returns
+    -------
+    tipo
+        Descripción del valor de retorno.
+
+    Raises
+    ------
+    TipoDeError
+        Condiciones que causan este error.
+
+    Examples
+    --------
+    >>> funcion(valor1, valor2)
+    resultado_esperado
+    """
+    pass
+```
+
+---
+
+Crea el archivo `estilo_numpy.py` en la carpeta `sesion12`
+
+Documenta la siguiente función que devuelve la secuencia de Fibonacci hasta el n-ésimo número
+
+```python
+def fibonacci(n: int) -> str:
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+print (fibonacci(5))
+```
+
+---
+
+Documentación estilo NumPy
 
 ```python
 def fibonacci(n: int) -> str:
@@ -487,13 +627,55 @@ print(fibonacci(5))
 ```
 
 ---
-El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+El editor de código **interpretar la documentación** y proporcionar sugerencias de autocompletado
 
 ![Estilo NumPy](./img/documentation_06.png) <!-- .element width="40%"-->
 
 ---
+
 #### Estilo reStructuredText (reST)
-Para documentar una función o método, se utiliza la siguiente sintaxis:
+
+Se utiliza la siguiente sintaxis para documentar
+
+```python
+def funcion(parametro1: tipo, parametro2: tipo) -> tipo:
+    """
+    Descripción breve de la función.
+
+    :param parametro1: Descripción del primer parámetro.
+    :type parametro1: tipo
+    :param parametro2: Descripción del segundo parámetro.
+    :type parametro2: tipo
+    :return: Descripción del valor de retorno.
+    :rtype: tipo
+    :raises TipoDeError: Condiciones que causan este error.
+    :example:
+        >>> funcion(valor1, valor2)
+        resultado_esperado
+    """
+    pass
+```
+
+---
+
+Crea el archivo `estilo_rest.py` en la carpeta `sesion12`
+
+Documenta la siguiente función que devuelve la secuencia de Fibonacci hasta el n-ésimo número
+
+```python
+def fibonacci(n: int) -> str:
+    if n < 0:
+        raise ValueError("El índice no puede ser negativo")
+    fib = [0, 1]
+    for i in range(2, n):
+        fib.append(fib[i - 1] + fib[i - 2])
+    return ', '.join(str(x) for x in fib[:n])
+print (fibonacci(5))
+```
+
+---
+
+Documentación estilo reST
 
 ```python
 def fibonacci(n: int) -> str:
@@ -520,77 +702,96 @@ print(fibonacci(5))
 ```
 
 ---
-El editor de código puede interpretar la documentación y proporcionar sugerencias de autocompletado
+
+El editor de código **interpretar la documentación** y proporcionar sugerencias de autocompletado
 
 ![Estilo reST](./img/documentation_07.png) <!-- .element width="40%"-->
 
 ---
 
-Elige un estilo de documentación y sé consistente en su uso a lo largo de tu código
+Todos los estilos son **válidos** y tienen sus propias ventajas y desventajas
 
-Esto facilitará la lectura y comprensión del código para ti y para otros desarrolladores
+![Estilo Google](./img/documentation_05.png) <!-- .element width="30%"-->
+![Estilo NumPy](./img/documentation_06.png) <!-- .element width="30%"-->
+![Estilo reST](./img/documentation_07.png) <!-- .element width="30%"-->
+
+---
+
+**Elige** un estilo de documentación y sé **consistente** en su uso a lo largo de tu código
+
+Esto **facilitará** la lectura y comprensión del código para ti y para otros desarrolladores
+
+---
+
+Añadir anotaciones de tipo y documentación a tu código es una **buena práctica**
+
+Existen otras buenas prácticas como los **principios de desarrollo**
+
+que ayudan a escribir código elegante y mantenible
 
 ---
 
 #### Principios de desarrollo
 
-Los principios de desarrollo son un conjunto de buenas prácticas
-que ayudan a los desarrolladores a escribir código limpio, mantenible y escalable.
+Los principios de desarrollo son un conjunto de **buenas prácticas**
+que ayudan a los desarrolladores a escribir código limpio, mantenible y escalable
 
-Al igual que los patrones de diseño, los principios de desarrollo
-proporcionan soluciones a problemas comunes en el desarrollo de software.
+Al igual que los *patrones de diseño*, los principios de desarrollo
+proporcionan soluciones a problemas comunes en el desarrollo de software
 
 ---
+
 Algunos de los principios más importantes son:
 
-- KISS (Keep It Simple, Stupid)
-- DRY (Don't Repeat Yourself)
-- YAGNI (You Aren't Gonna Need It)
+- **KISS** (Keep It Simple, Stpid)
+- **DRY** (Don't Repeat Yourself)
+- **YAGNI** (You Aren't Gonna Need It)
 
 ---
 
-#### KISS (Keep It Simple, Stupid)
+#### KISS (Keep It Simple, St*pid)
 
-El principio KISS enfatiza la importancia de mantener el código simple y fácil de entender.
+El principio KISS enfatiza la importancia de mantener **el código simple** y fácil de entender
 
-Un código simple es más fácil de leer, mantener y depurar.
+Un código simple es **más fácil** de leer, mantener y depurar
 
 ---
 
-Se puede resumir en:
+Se resume en
 
-- Simplicidad: Las soluciones deben ser lo más simples posible evitando características innecesarias.
-- Claridad: El código debe ser claro y fácil de entender
+- **Simplicidad**: Las soluciones deben ser lo más simples posible evitando características innecesarias
+- **Claridad**: El código debe ser claro y fácil de entender
 
 ---
 
-- Minimalismo: Evitar la complejidad innecesaria y centrarse en lo esencial.
-- Eficiencia: Las soluciones simples son más eficientes
-- Evite la sobreingeniería: No agregue características o funcionalidades innecesarias.
+- **Minimalismo**: Evitar la complejidad innecesaria y centrarse en lo esencial
+- **Eficiencia**: Las soluciones simples son más eficientes
+- *Evite la sobreingeniería*: No agregue características o funcionalidades innecesarias
 
 
 ---
 
-Una forma de aplicarlo es:
+Una forma de aplicarlo es
 
-- Dividir problemas complejos en partes más pequeñas y manejables.
-- Evitar la sobreingeniería y centrarse en lo esencial.
-- Utilizar nombres claros y descriptivos para variables, funciones y clases.
+- **Dividir** problemas complejos en partes más pequeñas y manejables
+- *Evitar* la sobreingeniería y **centrarse** en lo esencial
+- **Utilizar** nombres claros y descriptivos para variables, funciones y clases
 
 ---
 
 #### Ejemplo KISS
 
+Crear el archivo `kiss.py` en la carpeta `sesion12`
+
 ```text
 La primera calculadora de un estudiante sólo sabe
-sumar dos números, tiene una clase SumaDeNumeros 
+sumar dos números enteros, tiene una clase SumaDeNumeros 
 con el método operar que realiza la suma.
 Sin embargo, no es muy claro, ni simple.
 Simplifica el código aplicando el principio KISS
 ```
 
 ```python [1-11|13-18]
-# Complejidad innecesaria
 class SumaDeNumeros:
     def __init__(self, a, b):
         self.a = a
@@ -601,8 +802,13 @@ class SumaDeNumeros:
 
 suma = SumaDeNumeros(5, 7)
 print(suma.operar())
+```
+
+---
 
-# Solución simple
+Solución simple
+
+```python
 class Calculadora:
     def sumar(self, a, b):
         return a + b
@@ -611,16 +817,41 @@ print(calc.sumar(5, 7))
 ```
 
 ---
-#### Ejercicio 01
+
+Solución con anotaciones y documentación
+
+```python
+class Calculadora:
+    """Clase que representa una calculadora simple."""
+    
+    def sumar(self, a: int, b: int) -> int:
+        """Suma dos números enteros.
+
+        Args:
+            a (int): El primer número.
+            b (int): El segundo número.
+
+        Returns:
+            int: La suma de los dos números.
+        """
+        return a + b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+```
+
+---
+
+#### Ejercicio para ti (01)
 
 ```text
 Una calculadora de areas que pueda calcular
 el área de rectángulos y cuadrados.
 Donde el código tiene mucha complejidad
 Simplifica el código aplicando el principio KISS
+Después de simplificar, agrega anotaciones y documentación
 ```
 
-En el archivo `areas.py` en la carpeta `sesion12`
+Crea el archivo `areas.py` en la carpeta `sesion12`
 
 ---
 
@@ -647,15 +878,15 @@ print(area_cuadrado.calcular())
 
 ---
 
-#### Solución simple
+Solución simple
 
 ```python
 class Calculadora:
     def area(self, lado1, lado2):
         return lado1 * lado2
-calc = Calculadora()
-print(calc.area(5, 10))  # Área del rectángulo
-print(calc.area(5, 5))   # Área del cuadrado
+calculadora = Calculadora()
+print(calculadora.area(5, 10))  # Área del rectángulo
+print(calculadora.area(5, 5))   # Área del cuadrado
 ```
 
 ```bash
@@ -667,41 +898,77 @@ python areas.py
 25
 ```
 
+---
+
+Solución con anotaciones y documentación
+
+```python
+class Calculadora:
+    """Clase que representa una calculadora simple."""
+    
+    def area(self, lado1: int, lado2: int) -> int:
+        """Calcula el área de un rectángulo o cuadrado.
+
+        Args:
+            lado1 (int): El primer lado.
+            lado2 (int): El segundo lado.
+
+        Returns:
+            int: El área calculada.
+        """
+        return lado1 * lado2
+calculadora = Calculadora()
+print(calculadora.area(5, 10))  # Área del rectángulo
+print(calculadora.area(5, 5))   # Área del cuadrado
+```
+
+
 ---
 
 #### DRY (Don't Repeat Yourself)
 
-El principio DRY enfatiza la importancia de evitar la duplicación de código.
+El principio DRY enfatiza la importancia de **evitar la duplicación** de código
 
-El código duplicado puede llevar a errores y dificultades en el mantenimiento.
+El código *duplicado* puede llevar a errores y dificultades en el mantenimiento
 
 ---
 
-Se puede resumir en:
+Se resume en
 
-- Unicidad: Cada pieza de conocimiento o lógica debe tener una única representación en el código.
-- Mantenimiento: El código duplicado es más difícil de mantener y actualizar.
-- Reutilización: Fomenta la reutilización de código a través de funciones, clases y módulos.
+- **Unicidad**: Cada pieza de conocimiento o lógica debe tener una única representación en el código
+- **Mantenimiento**: El código duplicado es más difícil de mantener y actualizar
+- **Reutilización**: Fomenta la reutilización de código a través de funciones, clases y módulos
 
 ---
 
-- Reducción de errores: Menos duplicación significa menos oportunidades para errores.
-- Eficiencia: Un código sin duplicación es más eficiente
-- Claridad: Un código sin duplicación es más claro y fácil de entender.
+- **Reducción de errores**: Menos duplicación significa menos oportunidades para errores
+- **Eficiencia**: Un código sin duplicación es más eficiente
+- **Claridad**: Un código sin duplicación es más claro y fácil de entender
 
 
 ---
 
 Una forma de aplicarlo es:
 
-- Identificar y eliminar código duplicado.
-- Utilizar funciones, clases y módulos para reutilizar código.
-- Mantener el código DRY durante el desarrollo y la refactorización.
+- **Identificar** y eliminar código duplicado
+- **Utilizar** funciones, clases y módulos para reutilizar código
+- **Mantener** el código DRY durante el desarrollo y la refactorización
 
 ---
 
 #### Ejemplo DRY
 
+Crear el archivo `dry.py` en la carpeta `sesion12`
+
+```text
+Calcular el área de un rectángulo y un cuadrado, 
+pero el código tiene duplicación
+Utiliza el principio DRY para eliminar la duplicación
+Unifica el código para que el cálculo del área 
+sea realizado por una sola función
+```
+
+
 ```python [1-7|9-13]
 # Código duplicado
 def area_rectangulo(lado1, lado2):
@@ -710,6 +977,13 @@ def area_cuadrado(lado):
     return lado * lado
 print(area_rectangulo(5, 10))
 print(area_cuadrado(5))
+```
+
+---
+
+Código sin duplicación
+
+```python
 
 # Código sin duplicación
 def area(lado1, lado2):
@@ -720,7 +994,27 @@ print(area(5, 5))      # Área del cuadrado
 
 ---
 
-#### Ejercicio 02
+Código sin duplicación con anotaciones y documentación
+
+```python
+def area(lado1: int, lado2: int) -> int:
+    """Calcula el área de un rectángulo o cuadrado.
+
+    Args:
+        lado1 (int): El primer lado.
+        lado2 (int): El segundo lado.
+
+    Returns:
+        int: El área calculada.
+    """
+    return lado1 * lado2
+print(area(5, 10))  # Área del rectángulo
+print(area(5, 5))      # Área del cuadrado
+```
+
+---
+
+#### Ejercicio para ti (02)
 
 ```text
 Una tienda en línea permite pagar con diferentes métodos de pago:
@@ -734,7 +1028,7 @@ Y por cada canal aplica un impuesto diferente
 Simplifica el código aplicando el principio DRY
 ```
 
-En el archivo `tienda.py` en la carpeta `sesion12`
+Crea archivo `tienda.py` en la carpeta `sesion12`
 
 ---
 
@@ -770,7 +1064,7 @@ tienda.pagar_qr(100)
 
 ---
 
-#### Solución simple
+Solución simple
 
 ```python
 class Tienda:
@@ -804,6 +1098,42 @@ Pago con qr: Monto=100, Impuesto=1.0, Total=101.0
 
 ---
 
+Solución con anotaciones y documentación
+
+```python
+class Tienda:
+    """Clase que representa una tienda en línea."""
+
+    def calcular_impuesto(self, monto: float, tasa: float) -> float:
+        """Calcula el impuesto basado en el monto y la tasa.
+
+        Args:
+            monto (float): El monto sobre el cual se calcula el impuesto.
+            tasa (float): La tasa de impuesto.
+
+        Returns:
+            float: El monto del impuesto calculado.
+        """
+        return monto * tasa
+    def pagar(self, monto: float, metodo: str) -> None:
+        """Procesa el pago utilizando el método especificado.
+        Args:
+            monto (float): El monto a pagar.
+            metodo (str): El método de pago (tarjeta, transferencia, qr).
+        """
+        tasas = {
+            "tarjeta": 0.05,
+            "transferencia": 0.02,
+            "qr": 0.01
+        }
+tienda = Tienda()
+tienda.pagar(100, "tarjeta")
+tienda.pagar(100, "transferencia")
+tienda.pagar(100, "qr")
+```
+
+---
+
 #### YAGNI (You Aren't Gonna Need It)
 
 El principio YAGNI enfatiza la importancia de no agregar funcionalidades
diff --git a/content/sesion12/index.html b/content/sesion12/index.html
index 7f4a545..56e5d31 100644
--- a/content/sesion12/index.html
+++ b/content/sesion12/index.html
@@ -3,12 +3,12 @@
 
 <head>
     <meta charset="utf-8">
-    <title>Sesión 12 OOP - Python Study Group</title>
-    <link rel="stylesheet" href="../custom.css">
+    <title>Sesión 12 | Python Study Group | OOP</title>
     <link rel="stylesheet" href="../../dist/reveal.css">
     <link rel="stylesheet" href="../../dist/theme/black.css" id="theme">
-    <link rel="stylesheet" href="../../plugin/highlight/monokai.css">
+    <link rel="stylesheet" href="../../plugin/highlight/atom-one-dark-reasonable.css">
     <link rel="stylesheet" href="../../plugin/pointer/pointer.css" />
+    <link rel="stylesheet" href="../custom.css">
 </head>
 
 <body>

From 1bd8153c431fcc663d1d4a55bc25b68999c36575 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 6 Dec 2025 07:28:21 +0000
Subject: [PATCH 13/16] Refine YAGNI principles and examples in Readme.md for
 clarity and documentation

---
 content/sesion12/Readme.md | 130 +++++++++++++++++++++++++++++--------
 1 file changed, 102 insertions(+), 28 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index a533626..fcdbf02 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -948,7 +948,7 @@ Se resume en
 
 ---
 
-Una forma de aplicarlo es:
+Una forma de aplicarlo es
 
 - **Identificar** y eliminar código duplicado
 - **Utilizar** funciones, clases y módulos para reutilizar código
@@ -1136,50 +1136,56 @@ tienda.pagar(100, "qr")
 
 #### YAGNI (You Aren't Gonna Need It)
 
-El principio YAGNI enfatiza la importancia de no agregar funcionalidades
-o características que no son necesarias en el momento.
+El principio YAGNI enfatiza la importancia de *NO agregar* funcionalidades
+o características que *no son necesarias* en el momento
 
-Esto ayuda a evitar la sobreingeniería y a mantener el código simple y enfocado.
+Ayuda a evitar la *sobreingeniería* y a mantener el código simple y enfocado
 
 ---
 
-Se puede resumir en:
+Se resume en
 
-- Necesidad: No agregue funcionalidades o características que no son necesarias.
-- Simplicidad: Mantenga el código simple y enfocado en el propósito actual.
-- Eficiencia: Evite la complejidad innecesaria que puede afectar el rendimiento.
+- **Necesidad**: No agregue funcionalidades o características que no son necesarias
+- **Simplicidad**: Mantenga el código simple y enfocado en el propósito actual
+- **Eficiencia**: Evite la complejidad innecesaria que puede afectar el rendimiento
 
 ---
 
-- Mantenimiento: Un código sin características innecesarias es más fácil de mantener.
-- Claridad: Un código sin características innecesarias es más claro y fácil de entender.
-- Flexibilidad: Un código sin características innecesarias es más flexible y adaptable a cambios futuros.
+- **Mantenimiento**: Un código sin características innecesarias es más fácil de mantener
+- **Claridad**: Un código sin características innecesarias es más fácil de entender
+- **Flexibilidad**: Un código sin características innecesarias es más flexible y adaptable a cambios futuros
 
 ---
 
-Una forma de aplicarlo es:
+Una forma de aplicarlo es
 
-- Enfocarse en los requisitos actuales y no en posibles requisitos futuros.
-- Evitar la sobreingeniería y centrarse en lo esencial.
-- Revisar y eliminar características innecesarias durante la refactorización.
+- **Enfocarse** en los **requisitos actuales** y NO en posibles requisitos futuros
+- *Evitar* la sobreingeniería y centrarse en lo esencial
+- Revisar y *eliminar características innecesarias* durante la refactorización
 
 ---
 
-- Priorizar la simplicidad y claridad del código.
-- Mantener el código enfocado en el propósito actual.
-- Evitar la tentación de agregar características "por si acaso".
+- **Priorizar** la simplicidad y claridad del código
+- **Mantener** el código enfocado en el propósito actual
+- **Evitar** la tentación de agregar características
+
+*"por si acaso"*
 
 ---
 #### Ejemplo YAGNI
 
+Crear el archivo `yagni.py` en la carpeta `sesion12`
+
 ```text
 Un estudiante esta aprendiendo a sumar dos números, y le dieron
 una calculadora para para que pueda practicar la suma, pero
-la calculadora tiene muchas funciones que no va a usar aún.
+tiene muchas funciones que no va a usar aún
+Simplifica el código aplicando el principio YAGNI
+Deja solo la funcionalidad necesaria para sumar dos números
+agrega anotaciones y documentación
 ```
 
-```python [1-14|15-20]
-# Característica innecesaria
+```python [1-14]
 class Calculadora:
     def sumar(self, a, b):
         return a + b
@@ -1188,12 +1194,16 @@ class Calculadora:
     def multiplicar(self, a, b):
         return a * b
     def dividir(self, a, b):
-        if b == 0:
-            raise ValueError("No se puede dividir por cero")
         return a / b
 calc = Calculadora()
 print(calc.sumar(5, 7))
-# Solución enfocada
+```
+
+---
+
+Solución simple
+
+```python
 class Calculadora:
     def sumar(self, a, b):
         return a + b
@@ -1202,7 +1212,28 @@ print(calc.sumar(5, 7))
 ```
 
 ---
-#### Ejercicio 03
+Solución con anotaciones y documentación
+
+```python
+class Calculadora:
+    """Clase que representa una calculadora simple."""
+    def sumar(self, a: int, b: int) -> int:
+        """Suma dos números enteros.
+
+        Args:
+            a (int): El primer número.
+            b (int): El segundo número.
+
+        Returns:
+            int: La suma de los dos números.
+        """
+        return a + b
+calc = Calculadora()
+print(calc.sumar(5, 7))
+```
+
+---
+#### Ejercicio para ti (03)
 
 ```text
 Un profesor necesita una forma sencilla de llevar
@@ -1211,11 +1242,12 @@ las notas de sus exámenes. Quiere poder calcular
 fácilmente el promedio de cada estudiante y saber 
 de si ha aprobado o no el curso, 
 con nota mayor a  51, además de tener 
-un resumen claro de sus resultados para mostrárselos.
+un resumen claro de sus resultados para mostrárselos
 Simplifica el código aplicando el principio YAGNI
+Agrega anotaciones y documentación
 ```
 
-En el archivo `estudiantes.py` en la carpeta `sesion12`
+Crea archivo `estudiantes.py` en la carpeta `sesion12`
 
 ---
 Realizar los cambios 4 minutos
@@ -1261,7 +1293,7 @@ print(estudiante1.resumen())
 <iframe src="https://time-stuff.com/embed.html" frameborder="0" scrolling="no" width="391" height="140"></iframe>
 
 ---
-#### Solución simple
+Solución simple
 
 ```python
 class Estudiante:
@@ -1291,6 +1323,48 @@ Estudiante: Ana, Notas: [85, 90, 78], Promedio: 84.33333333333333, Aprobado: Tru
 
 ---
 
+Solución con anotaciones y documentación
+
+```python
+class Estudiante:
+    """Clase que representa a un estudiante."""
+    def __init__(self, nombre: str, notas: list[int]) -> None:
+        """Inicializa una nueva instancia de la clase Estudiante.
+
+        Args:
+            nombre (str): El nombre del estudiante.
+            notas (list[int]): Las notas del estudiante.
+        """
+        self.nombre = nombre
+        self.notas = notas
+    def calcular_promedio(self) -> float:
+        """Calcula el promedio de las notas del estudiante.
+        Returns:
+            float: El promedio de las notas.
+        """
+        return sum(self.notas) / len(self.notas)
+    def aprobo(self) -> bool:
+        """Determina si el estudiante aprobó el curso.
+        Returns:
+            bool: True si aprobó, False en caso contrario.
+        """
+        return self.calcular_promedio() >= 51
+    def resumen(self) -> str:
+        """Genera un resumen del estudiante.
+        Returns:
+            str: Un resumen con el nombre, notas, promedio y estado de aprobación.
+        """
+        mensaje = f"Estudiante: {self.nombre}"
+        mensaje += f", Notas: {self.notas}"
+        mensaje += f", Promedio: {self.calcular_promedio()}"
+        mensaje += f", Aprobado: {self.aprobo()}"
+        return mensaje
+estudiante1 = Estudiante("Ana", [85, 90, 78])
+print(estudiante1.resumen())
+```
+
+---
+
 #### Resumen
 
 - Python es un lenguaje popular por su facilidad para escribir código y su tipado dinámico, lo que permite flexibilidad pero puede causar errores difíciles de detectar.

From 33bad764347887e4b63ac26e7c8e4602ffa5d08c Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sat, 6 Dec 2025 07:28:49 +0000
Subject: [PATCH 14/16] Add game description for dice game example in Readme.md

---
 content/sesion12/Readme.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index fcdbf02..25e9bac 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -1408,6 +1408,8 @@ psg-oop-2025/
 
 ---
 
+---
+
 1. Un juego de dados de la suerte, el jugador lanza dos dados y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
 
 ```markdown

From cdd73d23df7aff6adeeb9e67413d145e8add3e11 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 7 Dec 2025 04:34:58 +0000
Subject: [PATCH 15/16] =?UTF-8?q?Update=20Readme.md=20for=20Sesi=C3=B3n=20?=
 =?UTF-8?q?12=20with=20best=20practices=20and=20type=20annotations?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion12/Readme.md | 115 ++++++++++++++++++++++++++++++++-----
 1 file changed, 100 insertions(+), 15 deletions(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 25e9bac..3e419a0 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -591,7 +591,7 @@ print (fibonacci(5))
 
 Documentación estilo NumPy
 
-```python
+```python [3|5-8|10-13|15-18|20-23]
 def fibonacci(n: int) -> str:
     """
     Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
@@ -677,7 +677,7 @@ print (fibonacci(5))
 
 Documentación estilo reST
 
-```python
+```python [3|5-6|7-8|9|10-12]
 def fibonacci(n: int) -> str:
     """
     Devuelve la secuencia de Fibonacci hasta el n-ésimo número.
@@ -1408,27 +1408,112 @@ psg-oop-2025/
 
 ---
 
+1. Una empresa de juegos moviles crea un nuevo juego **Dados de la Suerte**, las reglas son sencillas:
+
+- El jugador lanza **dos** dados
+- Si la suma es **7 o 11 gana**
+- Si es **2, 3 o 12 pierde**
+- Con cualquier otro valor puede volver a lanzar los dados.
+
+En el futuro tiene planificado registrar el nombre del jugador y su puntuación más alta
+pero para el lanzamiento inicial no es necesario
+
+*(1/5)*
+
 ---
 
-1. Un juego de dados de la suerte, el jugador lanza dos dados y si la suma es 7 o 11 gana, si es 2, 3 o 12 pierde, cualquier otro valor puede volver a lanzar los dados. En un futuro podrías registrar el nombre del jugador y su puntuación más alta.
 
-```markdown
-- Crea el análisis, diagrama de clases y el código.
-- Documenta el código y usa anotaciones de tipo.
+Cuenta con un flujo básico:
+
+- Jugador inicia el juego
+- Juego lanza los dados automáticamente
+- Juego muestra el resultado y si ganó, perdió o si puede volver a lanzar
+- Jugador responde SI o NO para volver a lanzar los dados
+- El juego termina cuando el jugador decide NO lanzar más o gana o pierde
+- El juego muestra un mensaje final con el resultado
+
+*(2/5)*
+
+
+---
+
+- Crea la clase `DadosDeLaSuerte` donde se implemente el flujo básico del juego
+- Identifica atributos y métodos relevantes para la clase
+- Implementa la **lógica del juego** según las reglas descritas
+- Documenta el código y usa **anotaciones de tipo**
 - Utiliza los principios KISS, DRY y YAGNI
-- Utiliza algún estilo de documentación
-```
+
+*(3/5)*
 
 ---
 
-2. Un sistema de gestión de tareas, donde se pueden agregar, eliminar y marcar tareas como completadas. En un futuro podrías agregar fechas de vencimiento y prioridades a las tareas.
+Realiza el **análisis** y **diagrama de clases** en el archivo `ejercicio_01.md`
 
-```markdown
-Crea el análisis, diagrama de clases y el código.
-Documenta el código y usa anotaciones de tipo.
-Utiliza los principios KISS, DRY y YAGNI
-Utiliza algún estilo de documentación
-```
+Escribe el código en Python para la clase de tu diagrama de clases en el archivo `ejercicio_01.py`
+
+*(4/5)*
+
+---
+
+- Asegúrate de que la clase incluyan *atributos* y *métodos* coherentes con su propósito
+- Utiliza buenas prácticas de *nomenclatura*, *legibilidad* y *PEP 8*
+- Juega varias veces para verificar que la lógica del juego funciona correctamente
+
+*(5/5)*
+
+---
+
+2. Una empresa de citas necesita un programa para gestionar tareas.
+
+El programa puede:
+
+- Agregar nuevas tareas
+- Eliminar tareas existentes
+- Marcar tareas como completadas
+
+En el futuro se planea agregar fechas de vencimiento y prioridades a las tareas
+
+*(1/5)*
+
+---
+
+Cada tarea tiene un *título*, una *descripción* y un *estado* (completada o no completada).
+
+Cuenta con un menú básico:
+
+1. **Agregar** una nueva tarea proporcionando un título y una descripción
+2. **Eliminar** una tarea por su título
+3. **Marcar** una tarea como completada por su título
+4.  **Listar** todas las tareas con su estado actual
+
+*(2/5)*
+
+---
+
+- Crea la clase `Tarea` para representar una tarea individual con atributos y métodos relevantes
+- Crea la clase `GestorDeTareas` para gestionar **una colección** de tareas, incluyendo métodos para agregar, eliminar y marcar tareas como completadas
+- Documenta el código y usa **anotaciones de tipo**
+- Utiliza los principios KISS, DRY y YAGNI
+
+*(3/5)*
+
+---
+
+- Realiza el **análisis** y **diagrama de clases** en el archivo `ejercicio_02.md`
+- Escribe el código en Python para las clases de tu diagrama de clases en el archivo `ejercicio_02.py`
+- Implementa un menú interactivo para que el usuario pueda gestionar las tareas
+- Documenta el código y usa **anotaciones de tipo**
+- Utiliza los principios KISS, DRY y YAGNI
+
+*(4/5)*
+
+---
+
+- Asegúrate de que las clases incluyan *atributos* y *métodos* coherentes con su propósito
+- Utiliza buenas prácticas de *nomenclatura*, *legibilidad* y *PEP 8*
+- Prueba las clases creando instancias y realizando operaciones de agregar, eliminar y marcar tareas como completadas
+
+*(5/5)*
 
 ---
 

From 040fb652800aa7bd1b603a97ca2ef06760a6d083 Mon Sep 17 00:00:00 2001
From: Jonathan Villanueva <me@jevillanueva.dev>
Date: Sun, 7 Dec 2025 04:36:42 +0000
Subject: [PATCH 16/16] =?UTF-8?q?Update=20GitHub=20link=20in=20Readme.md?=
 =?UTF-8?q?=20to=20point=20to=20Sesi=C3=B3n=2012?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 content/sesion12/Readme.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/content/sesion12/Readme.md b/content/sesion12/Readme.md
index 3e419a0..af674b9 100644
--- a/content/sesion12/Readme.md
+++ b/content/sesion12/Readme.md
@@ -1532,7 +1532,7 @@ Gracias por Participar del
 <br>
 <br>
 
-[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/content/sesion01)
+[![GitHub](../../content/github_logo.png) <!-- .element width="20%"-->](https://github.com/python-la-paz/python-study-group-oop/tree/main/content/sesion12)
 
 Repositorio de la Sesión