From 893a8a96c2e5dea0740226e9cef8c341edec1cc0 Mon Sep 17 00:00:00 2001
From: Sasiri Juliana Vargas Urbano <vargass@jupyterMiLAB>
Date: Thu, 18 Feb 2021 16:06:20 -0500
Subject: [PATCH] Primer commit

---
 Clase_estrella.py              |  255 ++++++++
 Entrega.ipynb                  | 1084 ++++++++++++++++++++++++++++++++
 Entrega.md                     |  723 +++++++++++++++++++++
 Entrega_files/Entrega_11_1.png |  Bin 0 -> 112989 bytes
 Entrega_files/Entrega_14_1.png |  Bin 0 -> 112282 bytes
 Entrega_files/Entrega_18_1.png |  Bin 0 -> 287621 bytes
 Entrega_files/Entrega_20_1.png |  Bin 0 -> 105243 bytes
 Entrega_files/Entrega_22_1.png |  Bin 0 -> 132414 bytes
 Entrega_files/Entrega_26_1.png |  Bin 0 -> 6845 bytes
 Entrega_files/Entrega_28_1.png |  Bin 0 -> 9926 bytes
 Entrega_files/Entrega_37_1.png |  Bin 0 -> 10030 bytes
 Entrega_files/Entrega_42_0.png |  Bin 0 -> 6463 bytes
 Entrega_files/Entrega_47_0.png |  Bin 0 -> 8651 bytes
 13 files changed, 2062 insertions(+)
 create mode 100644 Clase_estrella.py
 create mode 100644 Entrega.ipynb
 create mode 100644 Entrega.md
 create mode 100644 Entrega_files/Entrega_11_1.png
 create mode 100644 Entrega_files/Entrega_14_1.png
 create mode 100644 Entrega_files/Entrega_18_1.png
 create mode 100644 Entrega_files/Entrega_20_1.png
 create mode 100644 Entrega_files/Entrega_22_1.png
 create mode 100644 Entrega_files/Entrega_26_1.png
 create mode 100644 Entrega_files/Entrega_28_1.png
 create mode 100644 Entrega_files/Entrega_37_1.png
 create mode 100644 Entrega_files/Entrega_42_0.png
 create mode 100644 Entrega_files/Entrega_47_0.png

diff --git a/Clase_estrella.py b/Clase_estrella.py
new file mode 100644
index 0000000..c5aaf43
--- /dev/null
+++ b/Clase_estrella.py
@@ -0,0 +1,255 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+# In[1]:
+
+
+import numpy as np
+import matplotlib.pyplot as plt
+get_ipython().run_line_magic('matplotlib', 'inline')
+from scipy.optimize import leastsq    # Para optimizar las funciones
+import statistics as stat
+
+
+# In[2]:
+
+
+class Estrella_a:
+    
+    def __init__(self, estrella_map):
+        print('Convertido a estrella')
+        self.estrella_map = estrella_map
+        
+    def x_y_grilla(self):
+        
+        nx, ny = np.shape(self.estrella_map)
+
+        nx=int(nx)
+        ny=int(ny)
+
+        paso_x = 255/nx
+        paso_y = 255/ny
+
+        x = np.arange(0,255,paso_x)
+        y = np.arange(0,255,paso_y)
+
+        #Grilla
+        yy, xx = np.meshgrid(x,y)
+        
+        return xx, yy
+    
+    def residuos(self, p):
+    
+        """
+        Devuelve el error de una función Gaussiana al compararlo con valores teóricos introducidos.
+
+        Error = Valor teórico - Valor experimental
+
+        La función Gausiana a considerar tiene la siguiente forma:
+
+        a * exp[ -((x-x0)**2 + (y-y0)**2) / (2*c**2)] + b
+
+        ----------------------------------------------------------------
+
+        FUNCIONAMIENTO:
+
+        Ingrese la función como:
+
+        residuos(p, yy, xx)
+
+
+        PARÁMETROS:
+
+        p: Tipo(array 1D) -> Parámetros de ajuste. Debe contener los siguientes parámetros:
+
+                p = [a, b, c, x0, y0]
+
+                a: Amplitud de la Gaussiana
+                b: Offset
+                c: Varianza
+                x0: Centro en x
+                y0: Centro en y
+
+        yy: Tipo(array 2D) -> Componente y experimental de la Gaussiana
+
+        xx: Tipo(array 2D) -> Componente x experimental de la Gaussiana
+
+        """
+        xx, yy = self.x_y_grilla()
+        
+        zz = self.estrella_map
+
+        a, b, c, x0, y0 = p
+
+        exponente = -((xx-x0)**2 + (yy-y0)**2) / (2*c**2)
+
+        error  = zz - (a * np.exp(exponente) + b)
+
+        return error.reshape(-1)    #Se retorna un arreglo 1D, ya que esto es lo que recibe leastsq (función de scipy)
+
+    
+    
+    
+    def gauss2D(self, p):
+    
+        """
+        Retorna un arreglo 2D de una función Gaussiana 2D
+
+        ----------------------------------------------------------------
+
+        FUNCIONAMIENTO:
+
+        Ingrese la función como:
+
+        gauss2D(xx, yy, p)
+
+
+        PARÁMETROS:
+
+        p: Tipo(array 1D) -> Parámetros de ajuste. Debe contener los siguientes parámetros:
+
+                p = [a, b, c, x0, y0]
+
+                a: Amplitud de la Gaussiana
+                b: Offset
+                c: Varianza
+                x0: Centro en x
+                y0: Centro en y
+
+        yy: Tipo(array 2D) -> Componente y de la Gaussiana
+
+        xx: Tipo(array 2D) -> Componente x de la Gaussiana
+
+        """
+        
+        xx, yy = self.x_y_grilla()
+        
+        zz = self.estrella_map        
+
+        a, b, c, x0, y0 = p
+
+        exponente = -((xx-x0)**2 + (yy-y0)**2) / (2*c**2)
+        z = a * np.exp(exponente) + b
+
+        return z
+    
+    def ajusteGauss(self, p):
+        
+        """
+        Retorna el arreglo 2D que la pinta
+        
+        ----------------------------------------------------------------
+        
+        FUNCIONAMIENTO:
+
+        Ingrese la función como:
+
+        ajusteGauss(p, xx, yy)
+
+
+        PARÁMETROS:
+
+        p: Tipo(array 1D) -> Parámetros de ajuste. Debe contener los siguientes parámetros:
+
+                p = [a, b, c, x0, y0]
+
+                a: Amplitud de la Gaussiana
+                b: Offset
+                c: Varianza
+                x0: Centro en x
+                y0: Centro en y
+
+        xx: Tipo(array 2D) -> Componente x experimental de la Gaussiana
+
+        yy: Tipo(array 2D) -> Componente y experimental de la Gaussiana
+
+        """
+        
+        xx, yy = self.x_y_grilla()
+        
+        zz = self.estrella_map
+        
+        ajuste, dim = leastsq(self.residuos, p)
+        
+        data_graf= self.gauss2D(ajuste)
+        
+        #img=plt.imshow(data_graf,cmap="gray")
+                      
+        return data_graf #img, data_graf
+        
+    def estadistica(self, p):
+        
+        """
+        Retorna en su orden la moda, media, mediana, desviacion del ajuste realizado
+        
+        --------------------------------------
+        
+        FUNCIONAMIENTO:
+        
+        Ingrese la función como:
+        
+        estadistica(p)
+        
+        PARÁMETROS:
+
+        p: Tipo(array 1D) -> Parámetros de ajuste. Debe contener los siguientes parámetros:
+
+                p = [a, b, c, x0, y0]
+
+                a: Amplitud de la Gaussiana
+                b: Offset
+                c: Varianza
+                x0: Centro en x
+                y0: Centro en y
+        
+        """
+            
+        imagen_es = self.ajusteGauss(p)
+            
+        moda=stat.mode(np.round(imagen_es,3).reshape(-1))
+            
+        media=np.mean(imagen_es)
+            
+        mediana=np.median(imagen_es)
+            
+        desviacion=imagen_es.std()
+        
+        return moda, media, mediana, desviacion
+    
+    def histograma(self,p, conjuntos):
+        
+        """
+        Retorna el histograma del ajuste realizado
+        
+        --------------------------------------
+        
+        FUNCIONAMIENTO:
+        
+        Ingrese la función como:
+        
+        histograma(p)
+        
+        PARÁMETROS:
+
+        p: Tipo(array 1D) -> Parámetros de ajuste. Debe contener los siguientes parámetros:
+
+                p = [a, b, c, x0, y0]
+
+                a: Amplitud de la Gaussiana
+                b: Offset
+                c: Varianza
+                x0: Centro en x
+                y0: Centro en y
+                
+        conjuntos: Tipo(int) -> Cantidad de bins para la función de plt.hist
+        
+        """
+        
+        imagen_es = self.ajusteGauss(p)
+        
+        plt.figure(figsize=(9,4))
+        plt.hist(imagen_es,bins=conjuntos, histtype='bar', alpha=0.7, edgecolor = 'black', linewidth=0.2)
+        plt.show()
+        
+
+
diff --git a/Entrega.ipynb b/Entrega.ipynb
new file mode 100644
index 0000000..d441178
--- /dev/null
+++ b/Entrega.ipynb
@@ -0,0 +1,1084 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tareas Clase 5"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Ejercicio - Resolución espacial"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Nombre:** Sasiri Juliana Vargas Urbano <br>\n",
+    "**Correo:** sasiri.vargas@correounivalle.edu.co <br>\n",
+    "**Usuario Mattermost:** vargass <br>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Objetivo de la tarea:** medir de forma aproximada la resolución espacial en una noche de observación en Zapatoca, Santander (Colombia), a partir de una foto del cielo estrellado."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Se importan las librerias"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "%matplotlib inline\n",
+    "from scipy.optimize import leastsq    # Para optimizar las funciones\n",
+    "import statistics as stat"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "_NOTA:_\n",
+    "\n",
+    "_Por facilidad, se creó una clase para el posterior análisis de todas las estrellas, las funciones dentro de la clase tienen como base el funcionamiento de las funciones presentadas a lo largo de este notebook_"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from Clase_estrella import *"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Paso 1 - Leer la imagen almacenada "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(789, 1184, 3)\n"
+     ]
+    }
+   ],
+   "source": [
+    "#Para abrir la información de la imagen\n",
+    "\n",
+    "imagen = plt.imread('./data/zapatocaImage.jpeg')\n",
+    "\n",
+    "#Son 3 matrices de dimensiones 789 x 1184\n",
+    "print(imagen.shape) \n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Imagen a tratar:**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7fd7bbf0ed68>"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#Impresion de la imagen original\n",
+    "\n",
+    "plt.imshow(imagen)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Canales RGB\n",
+    "\n",
+    "#Según la forma en la que se declaran los arreglos, se pueden formar diferentes matrices\n",
+    "#que representan los canales RGB\n",
+    "\n",
+    "R = imagen[:,:,0] #Red\n",
+    "G = imagen[:,:,1] #Green\n",
+    "B = imagen[:,:,2] # Blue"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Para entender la composición de colores RGB de la anterior imagen, se grafica cada una de las matrices (R,G y B), haciendo las demás cero, de esta forma se obtiene:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 1.0, 'Canal Azul')"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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zrFCmtw3szuM6jV2GNzek8u4jroxz1HkIdgeSHkq6O99fz2lIjQuwfGt8hHsjsEvgk/rBgVx4SQEJ8lLPW9No4jMJdtnuWVfO2xLYjeLKTs/25sDHzstr5CdH6tuU4noqavrodJzHzJeifAl2wjXHwQkytgevM58pTs+gQ6Pxmvo2uRDPSZuePev2SL98n/3F3wa7BDYPvh8ssHsCrGOD8xorlqMwO7Ub8MH8+7IqQDxUPxIuKTjTS7Bjg1kB2DhWLhsil9QYIEe2LOc64mA5bQwczp+HqqzVTMTAssKzI7Bbx70Ry0pASrAjQAi/k3Wdw32zw+zIztOhNpkXWejIIyaNmR07LKcN6OpOpiiEp04ls2Q9Gmipk64HDmZpiG5jdhxMRsxOeM5CwHcYlvWxemY/xe8ET+dnxOycLyHuEvHm2tUEO+uY01rhv8tAPTi5qfmeG6XTNB1K+qck/eeSflzS90/T9KPHPcemyq4+ssd9r0h6Qc2x+VgVwl6bP4QFdktWX6o41YfNO/IdJCE/r57DeUxini05pvu+y3xR40kIj5dWnZwEEa5JFXJpqFnYxTJ/VCfe41hOeDrEdUIWZy0vqnVzPst65vOK36zr9JOae7jO1+pXNPq5EW9zd2Id5v9RWNYD65FhFc87f8J/l//cXF/nkQ7TShnxu+RDTp/xHKrW1VW1er+nHnbvRzrJmUe8lTqTdZCwbFvE6e9pnOfnXU6Nd6lUqRzS2MhyI9zUMthxTGOFs8NwLMsxlp2QU+DbwI6AsKfK3dLgMlgteRyOVEEqlcxcgPGnwUslKuo9diOwYxzSZt0zbpaNwESvJrmTAX0EdgSDPTzH8o4U3h4dqXcwuHzmyefVp5FxEdhWx/w/LdiN0ksukmC/DexGH6btvLke6d3LMtgDekXNqPRyKuftAeKUNvUjB8MR0I/qwP8NdvTcLg3cz7E8GbdLhRoxHRaeHeK6aqXZyHgk6S1Jb2rsxk5inJ4XAutJwI6/uRnMzOvKIA+87/Io7hHsCNqcTRopSCqKGeI+4vA3wXfE5Dg4EOycR3pnhPDbmB3LIPUGUrK4ffW6oCiLwc7XaFAR7PzcEihtA7uTMjtLshohbBpe28Au25bxJ9glQzbYObzzLfVg52tkdlLzZqfOktmNwM7CfI9Y76PIL+t15ETYlKeyp3Sapj8t6U+f5hlyHn6zmUcqYah4oOansfF5TtU/5qo4UO0+r6qvco4no+6TxkzeZxnuD8JeUINVpmkOw+7OtOjDoRrsLVxn3dDP5ZVDK/XwbcnZXIczNK3mePbn8hFyHJ5qvqRyDyN+5++Smu+TPPOcpI9I+ltzWKu1jfLsGq4Tx/OCpDe0yeX8vDSu91VcGzkOEkp43WlY6PPlcm3WhdNZadNBwvrKIYaLVjJOaay3K/W+RA4l1AHCloehEUQ77fNqPreifuhynNdU++DX1C/V5UpL18EHwSiVTol3bNC06Ecdh8plI4ezog9xz073ouZ4f0Wb3hF2mtOCHRvdyzfY4BdVxyV2AK4Fnwbf0ubKMtdRzrzxGXYkdzCCDI0MloeKnkt8zbH2VGdsOTgkUIw8pZYEu6Ie7B7hvsHuo5J+Cnnhshfng2AnNZB+SbVTcWWcOzrzmGVIAEyOsQR2Tn8b2NkzmOv5jwO7JSOdbSWEoYOf5fR9gh3bI/UiJ4EYP8s/qerIY/X6yYHJYHdB0utqdWSd5eCabfQcy+m53Wg0WgI7NohJrcFuT22/wkoVfNyoB6qjz8vqFTgVmiyFnqGvl0594zOPd9V3Pk8b3FavbAlgBF0rai7jJNiNmF3+T7BLRuHf63iO8Vv5LqmtM2Q4xnVaZmcWdFWVmdPrY7D7hOrbhVwHJwE7g9uLalNO7HCnBbvTMDvp5GDHulgCO+aH+mEhs7OMiIPwnK0fzrpyeRWfo7Mh+0n2mQtqnrURs9tTA7s31M+IU3dWuLcs79tBRylsahbVVebf7PaTKky9rqYaB2rFfqx6PNxj1a53UxVGpAYNqZaUSX0zcrznmJZjYRoOhi1yG/PIVLurcxm4DJOqwLit6mmwMA0K1ZC+xFxwcU61XhOCD7XZHtLmKnJzUGkZ9lmn99SrqtvmSLX9aCTnsJb1zXJ9Vb3vy/Xv/HHoyImj7PKEDA4jLJPT4TY4pivcz/a7oFbnXDnmdKknRdUX9gBx2vlAHp5tS4hlG6ziGvuSIlxu+cq29HXCJOvqrvohKu0PD00j/nlmhLN/I7Dj2CmEfayK+TZwCHZHkr6sqkSXVCcZriEuKtUI9ZfAjh1I6pUwv9eqExnbwI6SYEf+Ro+dtAx2BAR+Hwd2BpMEOz+75DFZAjv/pmSnGoGdO/ehpM9rs8MnqDNuDgxfQXhps3OxfAS0BOglsMuBxWnlMtd0gBzFvUnNcbEEdsmRLqsHu/Pqly05X9mHEtg0eGYb2HHAeTdgx7LtxbcnN47nah9QIdhJfcNYAV0hrORDVTCxS/wg4npdVYnOqyrIBdyjUuX6MIchi6IHgsqXz1Apj1QZhsvAeNNVPKmCMcGOdTFyK4/AbrSByJ3Q6RuE0v0tbYKdB5VR3qXtzO4kYHdHPbN32xyqHRVhPXAaDMt4Xcce6Bj+aYBdluc4sHPehGvHgZ3LznKMwI7MjkBCXWA5eI15o2FI3RwZ5Utgx/ZfAjvN1z3oc9ClDo3luZiMIEew6rP776sdbJRGIZuaVbentrrtvKQbqjztQqR1Qf2qGmlzeaWrmQs4pE2fh9Srg79L3CeE5bhnvyC5IP0x2Q24QiyFRnNCLf0tNNCK2gQ8n/ceXnapJRidVI2molrnNJSyPmzsZv1Z3J1Hjnx2QcJLGpy+z092ScfPVWBS3wbk6I7furKH+w5vIXfUXCcsQ1HjREybktfd/R0n4c5lzgVEOZxl/AlDTtOLcDhsrdSX1/3Qv9PHarEuOU0OEx6uUrfOnNDbRLDTfC33rpHUejkIwW6l6qx+oApoN9UclwQYr/whCHGmZwR25AbMS15z3t8t2Pl+DgLOf/IKjucsR4Kd79lZPQI71/EjbfIA5iXBzme53Iz8JNi5/fif9e5Z7wT57AypD3SKE+xyFnIEdgmqzleCnZfKSD0AZN4SIG8ibsf7bsGOA5HLuuRdXop/xLlcNoKdde7dgB31YAnsRvk8E0L2kYR/T/2+PQvBgAaeAfOxame5qMrsrqqCHRvVG6m2gZ3FG30S0IT/7EgeFRNoOPrnuqK7GjO7LK/vj8AujaF0V/vaiNmt1MDOn7VqXT5S34HYTiOwW6ltmnN+RmB3EP9Z7+7UpwU7d9Zkdu8l2FkvpU1mtw3sXlBft8eB3TS4/qRgNy18khXSg8qlwAQ7glWCndTXvXCNntwnB7vnwiiV+qpgkQ1DVAkbqVLrdt4G7P+O6+L8sUq/o+Zjk6oaOS6P7+zmCU/kHMwjeV8agRz7CMNUCSEsneTuVlclfUh9l3K5qXqan+eq++RrCb0lfltYl+52h7jH/CYX9GKXu+rTpc+EeSD8MU/Jk932SxzUdbYf8RAmaAuQS7Cckyqvzxl6dph9xJ2cg3CVEPlIm7sCFPGMui75MIUGe8Ic83QxriWkZXinR8gv6vdNJwfP+PbiHusjbRjuQsh+d6aEYyDBrsQ9qR8fXWmeNEiAvKDaOO64dyS9rTZWvDzfl8aztVKvOKv4dt4Jdql4CXZcCTYakwl2juOK6h6L5A/psfAYy7GUY6xlBISOlwCUQEawSw8f6+3efP123CfYsSzJRVke//d+XXtjCVgJGEtg5+dy+xbz4zY02PlaAk3R5sDEesgyOK0H2qz3nJgY6T3TpRwHdg5zUX3bLoEpgTlnWvfUvNanAbvMO/s2653lfm6Y2HstLFgyuwRCNooBymDHGZo91eUg53H9nirYmRG9pLZ3M6cPRuRd6juX1G9W9qyhGSIV3ac0GFxTEVh+styi2vE+EuEnbZ5Db+GpWc5bGnxkIRTezzIT7EajdYLdLfVHjybYZScdMTvL+blc7mwEjJMyuycFO7IO4doI7FKSpfkkjgyb7ZAMb4nxnZTZXVbfnoxnvRBHMr099XuDE1TJ2qVNZsdwuTSeS7OyrjfluVm+S6PEvMu/6XPaU11Rvq+6ki0XI6TT+EgVpu6pdqNJtQv44wUYB3OcbpIDVU53Qf25a9Jmc3pRhNPlAgguY7X6n9em78Dhc1Lc96juTN/dkfkylJpL7SN/qf7r+O280h/DfGTaCV8rbUKv4h4NEqktzkmO6PqQal35QFAPDxxCkoPuIwzzwgUp7jbuBOb5zssdte7qdDlB5SFqBBm+Plq1SEcC60TarCNCTLY9w+f90dCQJw0Lz2VaOXRQH+lX5fWLqv5rxuEtdNQPLh7JfHhXBoefMycEO4MNHdJSU7wX5++31A4/TM+OG9tg90DVQJKacbOvug3HipDevrtzWO+npFOfyul14tIY7EjwDXaP1S+3PA7sfNhmjqVrxGtx2byZmUsh0xAYgd0I2DLtvL4EdjT0syP7eeeVQrBzPASd3IJGQFkCO3cmbvc6CdiR79LJnwdvjsDO53lQHiJ88tbULWmzzkdgl+2jeMblWwK75H6ZDuvXRjXtpOPAjjqVE1kso8HONs2ZFI50CXasUKntN7itpii5TDFH4D31J1ftqVasT36zgttgmdSDndRPZ7OjsbMS7KwMzrcNoguqCsAX+qW38bTMjsrjshHsHuG5kZFAwMgOJI0708gwPQ3Yubz76o1rh3dZHA9nJfP9D5RtzO5Jwc7pcpnyEtgRvDjwWQh2yeyoO9lG28BO6tsnB0VFfVioE6PBLIGzqIEXyYUHcYLdSpvMLtl+ls1g5360LM8NFC51Eb+T00XfU/ULvDyHv61aNZ7NkZqq8WwB4/5FtS0pd1QXf0yqxukD1dlIG8VfUIXJj6tyQ1Y/88p3N0qbh7tYrJIc5xyPu7Lfq+ozFGhc+00JfG7Enya17slhIMftnK0kzyCcZhfI7pFGhrtsrrBPlSWkkJPwm92auxMM//ZP5mr2PHDHaT9EHA7/SVUf6635P31orvsrasOTIcDbv2lsSX1du225vJZQMZpVv6TmH744l22tzTZMbph829ccfrQi0eWzj3fEv6XN4cFDInWO3Nl5O4jwCUlcTMK2PtPbrEZjixuCPGRfVRleVm2AO+rHgeyENiSPVMcAg93h/Oz1OezXVLnQK2rg+CVVJf+o6pJLjr9CHulRkcZgx7xRcYVw7xXYST3YWcnTIMnJDXYccsyizWdZzuRvJwU7xpMdOfmf1DrOWo0TLIEdV+Uxzkf4f1KwW6vqgZdzLIHdiDf695F6TsbyTgi3Vh3MPeHich4HdiMQdZkddkkPJjUv6BTXtRA+y3xSsOOhFa4XDwjM94jfnglJxsHOY4PSck5VAQxSD9Rv9HUjuHORCNszdX7+f1dtk8ybc1wvq40qX1YFx4/M4cwQEuzIFqRNQ5TGmQ0ZrpVzuJXanlfuF1jP9fBeMbsEJyEsPYwjr5AG90cG7GnAbtSRE+xch07XxqUHMAOCPwl2juMh0jgtszsO7DiNQR1x3gk0LC9B40h1MPdUxgVVvRwNCMnsnGfqFevxoTankBzO1g7B2L8zLksasseBnV8gKITjAMG0jmd2z41RKrXi57JIqTfobqlCzHW1g8K5tWZCeDelFwUcqRqyK7WtQE7vdVV44PtPJ9XzJ96U9GE1Xx7VzWmW+J28x2rD2bM0yLh6mzsCRqooPMtZV8X3COoYh/1v9A9x7BxBnMvhoYV1bX5xH+FzzCX0EVItbivDQ0KZZ7alfhbY9z0EjLoT60KqW+75flkLfYEPtdmVeBYg25GQlCcuC98up/2Dvv4Nqg6Rh2rb3u2HvTeIx+mNhoscTngvfba0C0Z5zuEnJ2zs8yR/P8Bz5xAu9zFbby6q1lnC7JkUKnHyD6m9xs5g55nQkcInRzOYeDx+RQ3spDrz6hc5W0nXqieLvam6fHYJ7Jw2853AQkN1CezIOUcGTMZ7ErBbxz3Wi9QmTA4jbI75WQ4D5LsFu+QDLtcI7Bx2G9hJ/ZJsglbWjVTBzns7mE8OPDzd2ZJgl3k02I3Aw+IJpccI842qA+wjVX54f47rovqj3hPsPCvL9Pg7vW/bwC65dD5jPkydPA7sbCctDeQ2yL098kwKK5XT/77HjuC3sd9U3axUVMGP7mWGJ3E2mNiAeUltVu2c2omgnqlZzfF+RRUIX0Cap2V2VJb9+L/Cx16QVCSCA9NMsGOdjowX1sca10Yzi8cxu21gd1Ht2PXRwHBSsLO3lOW0ke565BHlUvPQuVMRtJaYHV+mbeFzNgwpS8wuwS7d/xQPNC7DJOnTqgPsI9XOT7BbYnZSf4S5728DO7a1wY5gNgI7EpA0fhPspB7s9nA/dc3luDTfzym8TXmujFKpr5ZzquPUgZqarFVhxM10S21WieMLu6fHH3MPv93JY/nbqr4zG6OGLS+U8Om9XGnDPXaGnUm9ilD21OdN6sepdD5zRRqfy0UBXMySy0uFMvhZ10NOYLhuGddoC5d/M52R05x+lISM9L+lr88fj+sHajOVPvzd+jCC5xdUnQvJcx1HQpnLnosglrhKTg4lj01eLfVx8ptbA52Xv4n7byH8Q7V2SZ+d1CYaLPbHcbXgJdXh940oVxqzLI/L6TCENept6mpC50Fc97PkbDyZN2H+TAkVwYU3yHCrzm3VWczD+ffIy5JjvjtomeP0uCdVwPyKNk+9NeB4wsLji8Fuif+w02eHznJuA7s8RS2flzbBjg5sqXGABLucuVsjLo+nuYIvwS4NlQS7bBMh/EnBzpMvnj18rO1gt1Jd6nMnyjPNcfDVPOS5a1wXro0cAiOwG7VpgmWGk/rB1XXz47hPUPLMsMGOQFLUlso4HRr1DntZFfTfwLPSGOyYX4JdpntSsDuM69Y/6g9P5j3THrisZC8B8fGJVu77qlMDB2qVw8+IDUlNSfySYruk76rtWbDBSgA7nMM+CdjluqiCZ9N7QwAx0NKQSAbB+J0uFU/qN40xLaadYLevZgwx7dMwu8N49knBznF6ptKGqsGOndQM+0XVAcydy2DnOEbMzmViXk8DdhYOKkuDH8ueYFdUX4Hj+2/i2QQ7i5+zh87pJLMrqqzuimr/GU2tEJxH0wm+zvwugR3lOGbnMPfjmWV5LqCQXd9VTiOLq9poRLAaXBUFz0qtanztHNI4UFXxz6i959QfP+eVcB9DnM4vz4PIe/6d5RTSz3D8ZhfyWRdUE//fU4V3c06mVbS52IF1xDQJAedUlyxzy1k+N1oVzi5Ov2AaMGwzDw0Jb4YIv0Hhrhp0JUfj8CE1R7/jN3Tlin92sQNcv4R4V+rbiTOF1LuRn3Ik2ebJFTN+yr4qB01ocPk5ySJcYz1dVDXa08+cdcJn9nB9Hc+yTP7t/yN929Mm6FzCc/SSPRfg9DRkND4Y7OxFczhX+hT/pU3g47WiHuzciX5aDeyO4tvO8Y9ps/Jze9OIr4zKeFKw832CXRo75p0+aJPldQcn76ByM68EuwuSPjUIl0o7mkUl2CnuL4Fd8iMOagQ7L83YBnaT+tc1Wncm9YctEOQn9a+cM9itdDKwY9oJdglYWY++Jh0Pdue0DHZS73B3ngh2K1X+7Umz04Kd8/Veg90VXKenevs2qw+wELRoFBLssvO5gnKEJdPKOPfx/1C1Y3xe/alwNBoPVZXsVW1WPvNEBXwSZpcdnx2GJ7TRhW6F8DGdRZvK+iRgd0l1acJehEulzQ7Jzm/jPjvFacHOAHdLbbZyBHaOf1J7xcw2Zsc68T3n7UnAruC30ywRT9GmbpyW2V3HfYvj4n6NJbC7qrocilNmjCf1Z0QcCEiOl2kk+B0Hdpe1CXbTIFwvz9VMqXnUSlWVuISWK3XWqtuiuDrZvCF9M+7el9T2lHo191fV/E183s15hGd8LhWbjRAr9duqqcre7cAtPpxQp/q7+VxeNykd2wwr9dtnuDS4qL2+OHkBV+xlN3isOjnjvPlzLv4nN+HwkbCxVt8mLIfzxFX9nPXzEDaCCMX3Wr1xZs44qR2WlP4tlp/2AH2Cmd8UhnH56Utl/vh7xK1HebqqCsm3I03XvSEiVwwwP5qff1u1Ld2e9udx+GI7ja6zXRPa+azF/Yp5lZp/UKgbt0FO5pw5Mdh5+n6kAGvVmR4ChhuUDZtgQ7B7qDph4OUlBhhyCXv+LqiteOLEAXkPx7Ns7CcBuwSPBDt++5StdTwrjcGOM6rpIHZ8n8P1BDupd6BzbCfYCb+3gV3BcwYqv6TY908Ddn7O6RPseBCln8nJAOeN/F64Tsk8sEzMM/OXnJ4g4XC8v6+TgZ0izRGPeke17xDs3G4JapacRU3wHg16Twp25GdnFuzc6extyhmtNELeUs9iPBqMwM7TDCu1oyvvqc5C+X1YPEaRo6TUWJ3XznF2kR2QUwJU6JOCnfPPNFze3MwiPMMZ1SWwI6DyYKGRUXJf0k/h+gjsCAIjZrfWZllOAnbOF8FO6jv0COz832DHMhHs/FqfFDJRlumkYMf7CTxkummUE7BGYOf2uqoKdO9EWtQ3qW9P5sfxvalGFLy3moN7iuuNOscyvlfMLi0GMuuxbDdZn5Gw+cm7vNXZar2PMEfqDdfkLskTPPt5oNr891XJ+VtqHEzqJ9y9hetNVU63Uttm5bhzAiG7otQbs+Qtzmf66Tx5kaqQRhFVnL7A89pUa/oXuUuBr58TrqevxdcIGVnec+rzeUGbe32ZDwuNa6dD35CNVPpKbaxzqHFcI47hcKxbznRfwLP223kYcF0QXqyPLA/reQlO0j/HLu242T7WldvqOeXIeF3q6oTLHHaZLoemVXynPZQ8k0CyNDSwfpg3Gu9M97nymL2XkuR8rbaizYp9LsLkhm9XJjskOc6RNsHO3ogkwm7Ux6qA+LU5rsuI198jvkFnaL4eMDlGKgD5WI7ndMYugZ3ryZ01OyE3axvsqKBcLp35ogHC8ifYGUAImktg5zbjli2fZOZ0DOCnBTvyAo/9nEhye/FUM26pItilAeq9FJbkLwS7BAeHT862Gjx7qKqznr3PQY8DW7KXkQ1hybYYgZ3v8zl6eB3vSj0gphwHdtRxx3FmwW7U8AYKqS+8SaxnN5PNsXE4ohnsbql/1wKXieYafIPj2/O1K5FfdiThmjujQYBg5zymIWThZp1RHWW4BPQL2uw4VOwEu5z19Ea4NFImtQ3QLKvjJ9jZc8lpom3MzmDnPBPsino9GIEd48yOycEowY7xO54EO66JpPHNDeG+NmJ2+VwaeGZ2vpY67ZniNOqFZxTP8Zu6xDWeOWAuMTvnwfk8VK97HHCp45STMDvndwS4m/JcGKUUw8sF9UaptzdL4zHKTcAtVxar+JX5nieVD9T2XJLfreZ0r6oaoRdVjdI782ckScyZB7/XPo2AUVk4XrsrpM/LUKMI729uh/EkP69NaksmU3VG4mdo8HJ8pjElNRW3Ycd8EtqkBnG+zzYmVzmH8CXusy6muM524XM08KQ2K+7nCMkcntjG5KCs+/STki+PuEeGZ51SJ5gf15vtGRvV1GGLoZ5DuuHHabC9HI+h3RSCOsn8puFPnWaesl3IyTLcUcRzJsXcyK9pOw7s/N/XRmDne1fne14uaJDzCVJUlPNzuOuqwHBSsHOHowIn2CV3YBwjz8bIIbwN7Dh+JthZCHZL8SeIGOycP3840Ej9eE4ONQI7HhDKwSCBiYb2acCOsop7CXZOYwQuI15OwHBdpPFKgBuBnXXFZXdcGSbTX6k5SPyOtgQM2gHk4pn3k4Jdtt2kPt+pz1Jf30tglyD5sw7s7BnaBnZZaWR2WYFHassyr6idgOUZzPSMnZvDX5u/31T12m0DO+aDADJidqNRcAnsqJT7ES47iBWZYEdAI7Ojkgv3U8kIZgaEkSeQYGdv0XFgR4Yy6ji+dhKwy1m6EYN4UrBznlgenv7n8EvMzukvMTumOwI7p0Fm55cskxTkQGhHwsjxcFKw80FgBFzGlevumO+Tgh11yXFuB7vnxj/HZvObDDjO8ICa9LMUbe6dLGqG7eU5nLe/31GblbuvCmXvqKn+RdU3IxTVLn5ZzThlddJ3QnXLLsKP8MxF9Qs/hDI5fzRAR36HkeOczc5z1Kya3nExRTwJuSyPr9+dn+Hhh7xPFTWE0shyGZwvqr1hmvDgLsOFKuTCyV/oK8xhIWHpomq7emv4Wn1+0yfLriX8zgmLTJuzm6P8rdS3GSGbBqavsX6ldkBXQrfw/CruuQ759igOH3sRLn1nOVmQafo7Fx0Rhgl3SUtyQutMiQtrAuwT1a38JNFUclfK6GAdc71LaktwJ9Updhtr91TB7pZa411Q3VblZ+2NG4FddrpRAybY+ZlL6pc/SJtgZyVlh7AS5fLQk4LdkSrIbwO7VGzn3zzVBz+lYcI4c62/EM75YiddqQcDqU3s5Ktc0rhfAju2R/I1gp3zmzwkdeqkYMdysz22gZ001iXyPOdxrbbU+TGuTfHb6ZwW7HJCJpcEbQM7lo0DBePbBnbktmdO2KjeD+AZKI8yS2B3DtekvuLOI4yJtTusDaaHqmB3F3GcVz1RYVID3stqM5AWgx29MFaybKzsONMc5z31o3WCXY54HACSrVihuYbKBybxVNTDubwjsJsiXpfLwHZ7vub1bSNgT+axDeyO1J86dxjhrQv5jrMnBTuy4ScFu2khXobPMhs8Tgp2lhFTI0t0nNuY3ZOAXc5ob2N2LE/qsuL3COxYl76Xa0s35bkxSqVWBHOotdpiA3eTnPWacM/XuTXquipE7KuuSvPqNUPOObUFBVIj8C/Pz9lIzi3p9o1kV7NkE47GqiT+jp9dnmP8VbVDfG6ovdGBeU94tDobqtf4Zr48BDxU33Udb9FmnZsnS/2bCoSw/G2emFySs7huX5fpQH2b5+SCIZnGrcNmXHnd7XdRzelh353fwkD+6W9y4NFsKYczaXMCaBpcy0kJDid+JstR1B846fySv7tt+Vpk6jF1h3VoPeH15FPk9oSaTN95yKGu4PnsG2daOB4Q7Oj8ppL7w3tSAzufmHtVFbTOqY7HBDvvMfRhOlJr4FfUZp+8lyFnonhCbco2sLOCcRkCy8Y15waplSpwG+Cuq3Ktk4Ad4xmBnTtKUd8pmCfH77gT7Eavhcvf7hRLYJeeTKbjtNg5CHajGcrknsmhDHaXNAY7br1jnhwXz5FxvMndCVojw93P8bO0fHvkgbV3moBCT6KvP8IzJwU76zz73mnBzmHzLRzHgV3yzTMl7GCP1RqWh9osgR2XiLoRbIR6vdu+2h5Sdyive0pmV1RfOeO4vNcgmZ3Xzwn5cz7SfTwCOxqu7OgJdjbWzeweq57MdVv9fo3RTJnrxmBngzaZnZd7sFMk2FHBCQxFm8yOwEi2cxzYJbDwuHN2DqdFsFvyOiVbOA3Y0eOV5SHYTYiTA9YI7EYeLrLXw7iWhiHLwPdmJLMj2D0Js9uL69vAjtMDJA5+ZvTSZ5fNesE2Pp7hrY4LUEr5faWUr5VS/gauvVhK+XOllJ+av1+Yr5dSyu8spXymlPLXSim/+NgcoAguxoFqF304f1zkFT7sdi6E+dk1tbcgCc96K7zDeTLBK+hc/fdVtwx74oCzlVTV3Mb79fpRr4qEEl8zZHJywCu7OPnOcq7nMBfVvwWAixMyP/a5SJuzkhS/gSBhy2V2/skhjnAty34Dz7Br09HMemVXSmNtxMFch+x6bj/qSV5j29xXnSG348PQYH3LV3c7n06PXdrixUGEjlH5mR/WW24pTP6S3TuHOXJuP+fhn+lwiE2YSMPa+aIeUs/MIRkX+yjzybbnb+c1+/ezlGeFdRtgZ5BLoyuViEsTzce8Yo3KusJ9dwKDnVdquZHvq3I6n+bGdflU9jx8iJ9tYOe83MH9bWDn+MwhLqq9BUA6HuxSsXO1kLlxcs5RnLy3HsTnvN5EHVCY7gjsRmM0Bxh6hjyb7ufZTgl2TN//jwO7nMDJ9k9HidQcIUyLEx0JcvTELYEddWgEIg6TXmrnnbPMzwrsWOfSycGOdfQ+yDPDu6+PpmYZNBSWmJ0bQmrLFC+peR0Ilj7JyktPvM5ujetS7QRvqYJhbpL+eg1oswGzoUeKJ+T/dpSDRwo6Hi5z1ZznS6rM02DO59Kw45qykafLyvtIrVMk2I2YnXB9xOxeUq/Eo05wWrBjmsnsbHytNAa7BGNpDHZSD3ZZHzRok7GtVHVmG9gxH3QMOA4P3nkgU9bJiDG5DHsR7v0CO7YlTwEmGzYTZdrcJLksJ4HD3y/pV8W13yrpz0/T9C2S/vz8X5K+U9K3zJ/vkfR7ThD/14VFHXEDQo/VwL43d33DjVXvLdUtUm+qvYves28cLx3vSs0Yfaiq2q+ph0Cnz//Z5Qw7zleWk85lGp6E4oSgB+qXvLrc/s9uTB7AfBF2RuMhDXyX4Ry+/Yz9c043x2XzSYqXcq7jOcfLfAvXmM+V6utqCKMOl/7J9C3xnq+5y7EM3G3A7pn7Kgk5UtPHh9rMM7sjy3hDPVTkJA/bkWXg76J2ujTzkkK+n2ESJkaLLMgb85mR3rK8uV2Nz/F6Qvszlt+vZ4R1Q4znxxMCbGiCnQ3NJbB7rDq7SLBzXOzIl9WWCtxSnWEdnXeQkwDvFuwUeaIhfKjKK2yo+9mTgl3O0o0c0WuEZ0fdx8fl4oxrLu2UajtcQXzkVW5Pgt2oI2Un8DWD3WGEIwA5fnJe4V6CHctsvp+dj5yPZ6AQGD2gbgM7f2i8E+ykzcFopBfCfztPRsCheO60YMd+eVqwS508DuzSfnj28vv1VPEuK8+Nvw3s/IzBzsruaYO1quLcUTX+vDzXs6IjsHOFX1SbJbununZu5Ko/0uYITHZAY5myjdllgzvuA7UNZYeIo0Rc/M665LU0TDMv7GRm1Jwx9iwzwY5iTxQ7FzfpnBbsVgg/YnYrteXaQr5GYEcDMQ/+cT6ThSUDJWMmo3ygdkJugp3TllqdfVj97HGC3YjZLYHdiKkrwrnt/N8yMkxPyuzc904Cdpke85z1vR3sjjVKp2n6S6p0h/KrJX3f/Pv7JP0aXP8DU5W/LOlmKeUjx6WxkabGxqlV0U2QmT9S7drcWVBU1ek1Vc51R23myMaVJywc5/X5uS+qvsP0DbVls4Q8Gngjg8NqklxjZDBI/QILqkOq7SX8d7ej3y8h0N3aOzDOa1P903gY+eVyZngdz5MTvhFl533yFf6m6ic3YDqvqYcN/7bxnEaly8UuZ56X3fG86tLtST2E2eeo+E3Oa6OQRjfrqyC8//M8vSxrPp/1ZSGHZL8hxI70bgRPmcZo2OO2L9MJ+hAz/tFw7N+uY/oP6X98lvJ+YF2fAXzSyMjO6oMUb6sHr4eqXOu2Ku/ykuAEO83Xbszxf0n1Hab23nF8T6Xkt2U1eOY4sHM85B8ur5+7gGfMFbeBHTkGwW6pczDfBAYuk13qEFbUr6lfjeb6UDy7BHbC70zrNTxL7sd3lK3U1zc7doId751XnfhguxHs1hqDndQDDsEuZ1T5m69cZN74+ziwc9qK664fXycHkk4OdpTTgl22+fMMdnrWeDcayRPssjM7nMHOa/i9DMQn6N5TW26SYPcYcfmoy69J+oLqybtmdgSudJsrvh0/R7iTMjtpk6W4U53Hf5eF+3CZvn8bBGxcjkCEykdD16w6wXw0s2lF/YraklHXFZnmk4Cd8/Ma7hPszKzI4rjkgoBip0UCzb7afmKC12nALuuHM6quS6e7tNaNz5+E2e3FMyy3tKl3HkyXwM6/T8LszquuO5X6+NKDOHJIEOyEe8eD3bFG6YJ8aJqmr8y/vyrpQ/Pvj6n2dssX52snknTCs9rcZIdqDnQ3OX1dh2rw5GpNf8U64lirGnpX1brCm/PHMPHTaoeHk8+wed2srlTzlNH2mCWh/+GG6jj+afUzlk6Xvh37tzJPFnIsd521NvPC2TZytRwmGO8Ijov62WUhnGf1nAaN3RzXHQedzEfqhwO37z3kiQdnOh0uQkhuyTy/rb6rsb2FZ9iWK/W+zhEnJaT4uTciDq7OXGsTKggFzIuPN7AQyor6g8PSAE4dWNLP9DM6b0dz+i6v0+Ve74RUDq1cTEJdek42vD8VrNtYAZVjnMHKQEXFLQjjpRM+yW0/7rkhuNrLhxmZWxns7CH5aVWqSh6WY6a50rsFO3fgG3P636wGcuaezMNJwI51lVuHKEtgJ212VP4ugw+3gK3xvFcc+jrBl8+THxLs8tACA4Q73JHa0mzmPcHO+SaoGexGRlRyKLb/Sv2SnZHhN+Jar2kTAAx25M6+vxTvncifn3Hd5v5XSxKKkX66H6a9sAR2LoP1fuRZtdDR9JyCnd5TvHMFpLcggcUgxaUR0iZ7cCcz2JENWbET7LzhSfP1O6rTE2Yhn1UFuwQR4ZqXpVgBeJqa5Tiwc2fZU63Sa5J+/pzPc/GdzI7rA0cg5PgNwiOjiWDHTqfBt9TXfXbqR2pLYdnRPBPt53OZCzvdiNktgd1ttU52Cfc94JDdJthJjc3dwu9RPbIjU3d5GFcyMNYBQePz6jeWk9G5/vfjvvPjeA02S2AntX0dDMN+5byuNNZP54X3DXZekeD8ZdrWz/SgO++j01HWiGcs7xoKp2maSinbeuNQSinfo7oM5ESWMcctqW86qVdJN4eNhJzhI4+wStHweHuO0yv6fdaG9wo6XfvqnJ9JFQIfzNdyfOe4PzLWCCdumANJX0Y4wyqb2nH5rQ9WfXYVq945Vd+g88w8Gm5K3LcaHWkz7xk/hUrBMdgTO9nNfd+H94y4AWE5jRze82uneZ3dt+B56l+ucOPZK2w/6k3yYraj6zzfxJEQkhMMjNu/DWGEetbJtnqhQWv9ysUeI7rg3yPnA7cyOl4OhVlXjsuHmfIaV4syjedJ3gusW44c3yOwowHGCnZYgx3HZ8abnh9/3lFTCDfOVfVjf4KdxSvhpHcHduZbB6oztmt87qivixHYJXCu1Wa1CHbpdE6wc3xWUJbH4jDuQMnXXBcEuxL3sjMY7NyW64hH2uxETM+HAVBPCHYEUbbTCOwYR+pcDrqZF/MsHgTF/HNw9rPJEZ1H598HdGX6o3ohl8+BOrdYJcgk2CW4++wUC/PLsmRd8UAmPzcCu1OjytOXJ8G7Huu2ITk9Dgl27DCsYHe+3JPqcDRuOLp75scEf09tts+btYRnOLI5X+dxLQ3Ek4AdO8mkyhK/oKYI3nPrOvHzUgUqGjAGx33EOQI7gibBjuW6qH5DGPPutknlJ7N0mYsaEDENAl+CneOatNzmGc/juC71s6rshJwaWEeYBDsOEMkQk/Gyzh8sPMt0fX0E6AY7qTk7loB+BGDJ4tMjRx20sF44pef48/CizEdRr9e+lszOOsV8Zx/ZlJPYgyN5zUs35u+vzde/JOkTCPfx+dqGTNP0vdM0/ZJpmn4Ji5dkODNp2KHNznFT+H2kCj2P1Tezq+VQTcW9PYaHKz1UhbGV6grxy5FH8jvHfR/54xjJclDFzqtvcvsjPIHBpcXcrsV0pbby3F3tZbXz6ZzevhrfZD1yJo4GkdTgY6XmB7sW8a7jm7x5admsuRoNR9cDZ4SvqX/Xe/p+hHi4DSzjdrrMCyFJkVffo6GdEJaQx3D7gzCEfOZB2tQNQzjTzckY8h/nnSv6fM3DNP1hhAo/xzdiSa0PcWUit3PlNvvRJ41tTnyN7KvsK8+BvKdY1ynkNrBLvsPKFK4R/Lj8g+DjhvQ9r4R7pLZ165HqUgOCHdNJEr1Wz4G6AuP7OLBbzXnwev+Hc3gfhDTyRhnACHZX1HtaRmBH0FgCO88A+xRjL58h2CXXSOOPZffZLiwD65Fgd1Wbq52YV8fBzu288VqCHb2uCXasl72In877BDs6Ns6pj/+kYGcpKLfz5EF7BHYJ9BmnZ9K5RCpBiNvUSjw7Ajue5zECOhrXTIez/WlfsU6fH6P0XeFdh3UnAjve9zWpB7uvx66mCPbAZbwEO4+a3qBuRThUBTzPWl7C8x4tmU+pTY97xjGZxEnAbl9Vkb6itvfCzMWsiG5+aZPZvar28ml64kbMLjsKwe4IYTxrfE39UuEpniMokRmRKeRLDtnGyezORRwOn4w/wY7gdFKwk/oOnOyRA0OCCcONwC71+zRgZ7a/jdk5rIXAx2XkBjsCkb2zjoPteIj/XHmQzM5lmtTrBPvfiNlpIY4cHHp5Uu73A5K+e/793ZL+JK5/13xS2y+XdAtLQbYKu7TUwwyrI7sCw9IIyTjTj0Iu4dlHvy3B1U11fBPXRsZAch1ylOzijrNo0x83xW/n0fwmjeIcl1eqEONDNq+qre56pDrCkMdc0+Z2dqqeVGHUfrxUNb9Tln4oqcImx9rkyVZ/dxdChNuhqA4FnvX0hyrv7sFZbKnNcrOt/EmOmd3PdcAZyXV8WE/Zrm4rzXl/FPf8m+nl8C1tdnkOlxkHoSzTYlk55DHN5G7sO+wz3m6Yec4hmdcd/oLaLh/rH9tUeCaHhvdR3nOsG4LdqOL3tFmJS2CXcTlMNs6RagfzuSDZcVeqYDdae01PG/OSwDpSBoKdBvfW2sxnKumIO1xSW758RW2dOsHO4a/qZGD3SFXRGdZgZzBlfq9GGQh2/J0z4NIY7MiTOIYT7Kg/59S31TawSz3ydc4ME0xSRzL/Bkobbo/intM6DuxoB5wG7MiRcsA/CdhJm+3m63lseYIdy5fpj8DO/YdhaSc8H/Ie4l1WlLQ5UtLIOS3YpSdgBHZ+j8M67rtzvKVewckU0/WdnWo04m1jdpYjfDtsMpp00a7UPIUXVJnbiNk5f9eQH0t24EeqA4EHA5YxmZ3r5cr87AjshDzQSPH3kzA7zmJLzWhmWUZglx2U4HEaZpftbEOOR7hTlsCOhj03H9rJcdhHswF2LG86bE4Cdlm2rK9tzC7B/yiuE+ycj1wSTLDbDnjHLt8tpfwhSb9S0sullC9K+j9K+rclfX8p5TdJ+pykXzcH/9OS/qeq5wPdl/Qbj4tfyKKLTX/EYdzLk/wZByeu856bwN+08+kvsLA53lF1xo9m/XL8XMV9X2N3W+G380djm9tTOG76Gv1mRZWjuNx78/9bKBPV0d2pqC1IWanvklys4fZwV1ipLcKwb8xloI+Tq65YVi8DnuL6qDtkvO5e5Hp+7l48S99Zti0XSEzxDPPn34wjn2MahITMu3AtDUd3c8IrdXitpvesU6Yj9XWWXT8hzWXLIZY0gO3DeAkvnpQgp6UeWHLGme3BVyTSqZPpP215Flj3dSHYeZx1g/ge90MmjrPR2TBsQIZzZR5F2Bxrbkl6UZvjiccZGjAjo3cEdgnGjsdAYcDnsheH82SHFcPjnx39l+c8O5/ZQW0k+bnjwM715Xx5RdID9RyE9eoDDOi1ZN4dzs8tcXQDrAbPEDgIds4r40uwS+5MDsPBJtfzjwZSppGckGlz0OAz28DOvxPsElQzT6M01+rrdAns3FZZVgrznWA3qp/0nBPI+PpB53kp3acsTx/vRsyOm96lVvEHuJ5gxxGFjczRRmoVPwJOjo5mbfdVjbecneXhQuzQCaYnATuCpMvG9egHuJbLUL20dq02xfA24nO6fubh/H1ePdBvAzsPNH6ZnZfb5MltUmN8BDuziW3MLgenJbCj88HP3Y9ryXzYrvT6UTdGe1VHzC47Yrafr2WYBOglsHM5mUeCHY3HLB/rT+p11v+tuyOwo4ODgyTLwHKOwI7pMI9CGLaPN+I5XNblWMo0vU+ICNkvZbox/+Y4t6favR6q327Dalir950I8VDo5Lf6eDIgxyk3m0+rlaRvV93V7+6X3M/5Mpw9jusX1L8takT6GV/WhWGMvM0Q9qIqZzJXIbS6Wzhe+6ZyXOaEekII68g8i13QY755KydZEtIMYeyuTJdbnNimhlO2f9aVhQY869vlcJh9tTbxwhKnMYL0tAOW/LQMY6ERmFxMeDaH2YSPUW9NaFaE5RCWkE8uyDgSsrOMyUnN4Z2Oy8AJCYenTeIwimcc/r+WfrguBTsbUlZl6tajE+y8+TjBjo1GrkRvTZeINkGSDWYhv+PrZ36+pI9o09nJ9JxndyKnk2An9V4g5ikNZ8c72hbjOF5WD3aup5OAnTvsacGOkgZO7gngN8vIDud0CXYOIzWwG/ErRRwJcEtg59c7+rcByaA8mqggoG0DO4aXnhzssv6yXcidMo8MR+7KgSrrKQfiBPzMz3FgN6q7dIKwzakDkvQ3zhjWldXU1jAtgR0rPcn7ftyTNsGObkxWdoIdlYfLWb9R9V1FJM3+LcTrNd/Hgd2I2VHRU4HJ7NLYekVtExkV2bNrCXaUJ2F23IvrdnK+cjYvO7PLPmIXx4Ed1wBKY1DwM8zzNrB7rB7seODCErNjPaWnjPk5jtmN1pyZ+aZ+jECP+UigZX5HTCy9sgTekW7mwLSN2TkOaZPZZfxpIUzxzGcXse75OfNN4+axk5w+pIQckliqhtTDmWfCqI4r9U3s7ndT1di7qzpT+qX5/6R2Fkg+Rwjg+DypN0idL0tChZvQZyQwXqqZ4ff1SPOc+jKen+N5Re0AREIMOUl+uMOA6pacl36YhBFCLYeQVNuEZD6TTvzV4LrjXJockHqI5vkgnPVlXiyezRsZx4TaEYRI2/lp+gwJL6sIP8W1tBNG6fN/ls39aqnPJB9jGVnPbI8S19MHmTpmnTlU9Q1Td8+k5Njh7xHY+Z5/U4EJeFLfcJ5JTM6QY55Xet1UdUrfUj1Z7eYcxvsrR2BHL5k0Brsc05MX0sHrGSR63taIw2DHOG1Mj8Dua3j+EHGcBuycZwJIArUlO96oczr9EdhJvRPfz24Du3R8L4GduTQN89Qfi8HOXI5lezdgZ6BdRXjeTyBLbpvPbON06fTIfkUbJCXBPUFtBHbJQV3+1GWHOxf3z6SMOgjBjiNEVkSyqePAjtb/yGNXVJefXlbbWP+a2p5Sz076uey4dLefBuysQGR2NsTYEemeXc95o3Lm7K1nRF9VBW0bEFwSchKwY71nZ2Xn4ZrCrNeizQ7s9JcMchrClnfD7ByWeyC8rNRxp5hl0xNoGYFRygjs0gvmcrgMvrcEdntxPadosu5ZNrYX6zB1k6CaLG3E7EasML/X8ZuOgpyWW5ZRKz1zKdp8E5DUYGCtZhCwuZKs5/ju5iRc2VeSTexw3hZcVA1Pn/2xr3pW2mdVuduoal2ZoxNJXU5/G/7op6I6uWv5P59Lw44ztyyPVe666uTHnfn+JVUVGfkFvT3f2+tZb9lOfM7hOFkvPJPwxIUWfGMCu4PLmPyJ8Je8z7+zXPxNyWfc1lcQxtzB9eDnaBiyLVbqy2rdop+OaWb7sd6Tb1JfLqjtKsnnWU/n1I5GSJgjjGS9ErLsm72K/DhvnPlmPDkEcZeM9YJ6YJ8pufSZk1GHlXpw8mqqpfFrG+FdxbUc99gxrJgGO5/qdk6V43xe7SjxEdgRpDIMlec4sCNwuMzZiZjv5FfsUNclfYcqcE+q/NNgl3zVYOd3oXrm0NyLZ5psAzuGORfX3MFdNwReXrcsgR25T5Y5y7UN7Bze8dnp4Ov7EYZpjMCOgOc8EOxSDPYjvsVyOR7/9ltA3g3Y5ZsdWBYOqG73a2p1f1KwI5fjPa4I9X/Oho/47gdeSMIprlA3Sr7yJEFL8ZvKmFMVDEuwsbKbEfmUtguqnq4vq19XTXE6nBElyPr/NmY3qc0B2UNEZud0GBeVj1MC7lw3Jf0itb2aV5B2uq0JdoyDzM5CZRwxO8drZpRgRw+h626J2bkelphd1ss2sEsjKfVpT+1dtW4Px0nWkWDnmf0EO4cZgR3rlOkf4ZOA4e9kdglMBJWr6kGUYEedYT4yzj21F5ZvY3aOg2Gc58xXgl3Ohi/Lc2GUSm2rN5vB4ipYgoSiqv778eySmmdTueppDN6W9GPz/wuq3OxzqospvqxeDUm4Ca8F90d5GJVH6hcDpBHnOiIfEMJyZTqb/8uIo6jBr9O0Q/wA34ZEi7d9WRL6Cf/8z0O8nb75j+uCw5QibHJo8svkwZkGZYpwQph91aFqJelb1d7zzu7t7s7yTXjeabLdXAfn4prz+KLanmCXdbRliWVjeexvZh0kTPusQeuyhc/x7WI5RGrO4zW1w1H38Bz1MofTTGvkELIuj3jwmRS+zSDBTvP/bfyHBmt2Ggs5ntQaheOqFeiupJ+c//udVp/XMthRqRPspF7RnUeeo5BgR+Bw3oUw7Pgsj5UmnepfUvOESZsnpybY5TarPbXtXMK9JbAjQBk4XW53hGyvUZttA7vUEwLCSmMdYjjmxwdtFknfpn5yyF4hcuoEO3oRmcYI7Mh/XlIDO4cdbSEc8RbnbW8QbhVh3HfOIyzbzPycYMf6NNg9QN5d7gS7lfq6yLgS7HLrYPadMydLYOeKNDhM8SHYkdyz0lIBRgrp/1aOe6ovYraB5qO/C76T2VGpk9kxXed7BHZF/em6I7BbYnYOZ2PG14sq2JGZ8FUe0nawcx15eUm2wTZmt1KbmRXCPimz28fzzN/oubzGOrbY6DOzKxozO84qMz8EO+aLukVHh9S3w8tqLnwyu6UBO50qrNvR4Oow3Efs6+wf9AKOLJJLcz4f4J7LTbAjwI1Y4sgpRCZ4cjb3XBilhgc6R6l6OS6669oel3onKLkCfUE51hf8vzCHPcDHSzofqm4v9/eH1DfJOfU+oVE6wm/yL8IerxH6JvX8yHzBSx0nXB8592+jbH6bFbngBbUDHdOwI3zad8MVe5kft9t6EIfbjWFGZTUsW9gN/SwV1+VmV9iP+0Ia/k3on9TOoPuM6irGzN8q4liKWyi/6yknlBzew5Q5IuMh33fa7OrJixh/puWyHOF/UoA0CukceTR/cvcE367mPLvPpXNi1NbZJpwpva8zKOQ3aYzluMFOwk50HNil8cLPvvqOzH2FR6qNfEu1IQh2TsekWtrcPJ5jJ59LI+kkYGcQLRqDHXmi47qldgrscWBHMXA6nNM7CdiRa5Cn0pDOCRVLcu4nBbvkuCcFu5/SJtglt2Dajm8VYZbAzuGLmnPgBuJIvqTB9dE9S4Id+SXBjvk20NH7R5JAsGMZEuzIvd8N2BU1TnimhCMxFcsNkABBxkCQ2QZ2inhKxOXjuAlyBtHHqkbqWhXsXlZTIu8h5WZ1ClkOrxGMEuCTRVDxyGaXmJ3Fcbyp9hLDc3NZ+IqQJbCjZ5Jgl+XZBnYsj8Ny0BLCuKwso8uxDRxdboIrp57Y1mzzBF57l0bMLvMoxKEI5zBkTI/jmp+xc+Bm1I3LnbpBRuZBOcEuDT/rpfU5LQXml/U1Ynb5bo8R2LmM28COesR0ObXzUNvkudhTupL0gtrK7jfUzwheUas2qXeA0i+TVeJr/HY1WW1zoUX6THLW8aqaL2xPdZJhX/3kNzkY07ZQNX3PZfLbsy6pvTfecbCsR+qPCXDXtaP+/ByHjxO4r36FnOvaW/dp3Jjr2QfjPN5R667kjY7zgTbLSic/hx6Wy5P7I2igqrPtLFwEwec5A0rH9AphuQuBsJiLeFz35GEus/M3erMZ8+MTiwkNUq1TrnZzGl7dla8x5qo0t8GIezmMh3fXb27BXyMO5jnbYq3el5oQ63ogh886XKmv96Qp91T11H7buzqDUlQdt4eqnOEt9auYjgM7Kl16PrLx3LjkHu48XqaaYOcONqmBnUHJy3vtQUmwS04m9Xnzb68ge6w2K3l3EHYf4ZbAzh6sC2qH+dxVf5yzgTPBTmpGISdrpHqQgHRysGPHcDsl2DkOdgDW25OAnZ93WagX7wbsMm7m61HklwOk80Gws9zR5pp9qQ0ABjunvw3sEoiOAzuWJSfuRmB0GPEm2KUdlXV1ErC7p3Yq9D2dQSmqIHKgWtBb6hX7JGCnuLbNoCCL83sXOTrz/iH+a86L9x/uqY5EBjs+yw7EcjIPVHpPyz+c83RVleEmaLusfh/VCOwczq9reawKVGYIZjoJdq4vL20x2DnPtxC39y5YgY9jdtvAjvHxmZFniW0xaTO+JWBcx7PsdAlkI29ZtmWC7qNBfi1rtdn2jOe22mZApyU1sGP7ZB0a7La9F8Rg5zA2ZJeYHT2bjsdl4ODnAdPPlLiWzy+BHdN/qKpDF9WskWV5LozSSbVqr6guZ9xX7Wo+PNHveE8V47LbV1SL/FjNWc6lhjzQ0Utcqeb2S7yiOnYe4Jq7tWcdf1z1cMoj1ar+VuTH3yN/Uo6FhFcaNVPcJ8xxMUQedE2eIFW/398u6f8353N/rqMDxONxO308jC+NbK/wS2NtNCHCeFgmw6e0+aaFERRJrR0Jq0zzstrCGZ6TZ9+h252OBp+v4u3uI56f3KfEPfpu3fbZNfMtB4QTzixa8k0SrB8/y+E1h2m2Vzr8CR+Og/zNRiENVcKUhUOB9YBDoMNM8TuHYan5e49U+9/oDWBnQibVxr2iupxxpQZ2NsBoLHLfmVQVyGD3aH7WM5y+L/VeGTYOO6HBzu934ti7UjXu/pakD6u9g/4btR3spE3QohJYYRk288jxjEaV4jmD4Pm5LN8h6S+rHnBUVAHhEB+W33mhQ5idwWkcB3bJVdxBl8AuX0eXBuFJwM5l82m65Ddux3cLdsyTv2l8ki9zgkraBDu2+ZE264BvA5ninsFOiCcnMRLski8x32ms+qyYBDvfp11DsFOEybpcAjtzYw9UJhvJGc+EuLCX1TxZD9S8Gn4DukejfB9CUQVJg4y9TVYCjrKT2sjFynSHuDk/v1avRFIzGj+vOj1iZvepOfw5PEPPkLTJerJDLzE7ArLUg/4S2FlelPS3SfohtemRa6r1eUf9TBTBji8RHoHdRY0NBncir+tnZyLYST3YjV5M7W/W23FgZ+dFMrsR2JHtse2c7hLYkbVIPXjT4PczS8yOYDd6tc5BfCdIkD3y+HgycZchDdE0Hr3hzmXxSyCPBuFdVuGecD/rYxvYsf95JnZS/z7cZXkujNKiCgUHqocJ2TfhKsszsSwc919XW6jhWcA0Pv2fKv9AfbPfVu88thHrpnmgfmfAh9VvP3KeOVu7iv+jJnE6niG7p9YNUg1GKsNx3s/dVeNn+2qTCKw/qqLz7Tx7hZyHEEKN1Z0wndwkjWrnI0+vPQ4eOEyxS/meIehV1X2/Dkdj0XU0ahdycYZnHWW3zzZ0vIyfkuWhoct88J6PEZD6PDk+rhrkc8kfqUMWD0f2KT+M8CO+nfe4E4V+SocbDVkWLopy/ry1LXe9nCkxz3qsBnZsNO4lpZDLGOzsQPfSBgIMQctx31e/rMRgRyXjainzP4/zr6rN7HCMdHw5XrMjryKcFeBwzgeNPnakkVIT7KzId9QOqzTY+UQ6RTwu63FgZ07tgSMHkHcDdlJfd6POugR251SXVRvsHkcc0vhQyxHYEYhOAnasmycBO7Ylwy+BHfnXFNdHYDdpk4txdnoEdvl8piGNwc5Co5+Dv5/NFaCe2fe1rI8zI0XVWJpUZwdNst2RbGikuBL3VJeoJrNLpcuTNMzs6L2w9S81pSTYmc28PYe5ob5BcwRNUk9ASDZBZncL15dmGAkSyeykCmxkdg9VQTSBwvkagR2NO6f/SK0uk9mxLkcd2sscrNBZDiEsO9uTgN2I2eWyiFyOsg3shPiY5yWwyzIJ15PZcbD0b4JdOiBcnnS6LIGdgcnidAwyBDvW0dLM6UmZHfsGxct1bEXtq67Z9HJ5DZ7p5bnxz02q3fWu2mvopE0okHrOc15tDLqn2gTmNVRdVonTcxx0pj9Q//aAdKK6yd01Hqtum/9ShDfBZpNSlWgQWoXNAd0FqIqELfI8P7+K7yPVSZQfUoUwTyiw/hifn2N6musjVZlGBv2AvuZhg0YWuQWFkMYy0XAkNDjthLe1ahuQFxvSivo8u+ycDeTOgGwrS/LqhCtyuBH8Op+uI8KM64y6dhD//TxnRldq58nRqb+H/F5SHWKzzI7zUfx3Xs3TLex3jov/XQfUJdpAHNqk5ty5ozqkPpq/DzXeCXOm5LbamnqDlpUgxzmLtzh5RYyX1XIcNHDkbJTUgOEQcbBDsgO4sQx2ZU7vc6p8iB37Mp5xOlRYxukw9BARYJLHMI4EOYLDLUl/RY13et9sgt2IIz1NsBul9yRgR2PySNIXkQdynRwsXOYR2DlNtotw3Xlm5/Y9n4ORYMd0R2BnozG5H8GOHleCXVFd/Zjc02Dn+y9F3oXnH8U96me66GlnjMCOfHaltlKT6Vm8wvKeGtjdmfN/ZsHOSmNmxoNZ7DpPsLCcVzNGvcSXo8kan4P4L/Xu0LWa940jMTsX98y5g35VdX8FlWWJ2aVLmTOK7nzOK8Eol5kQfJaY3V1Jf0Ot43pa5AhxpEJlBzUrTM/lNrAjcCXYjdzmTwp2CaJfRL04jE9xYR36t9k8vbwJVrmW0d9pWBoYssNrofwJdlfV7wEh2OWgZEeF2/u6euBNsLsu6ePIH5nbSmOw832CVVoaS2BHXeey5Bz8XbZ7aoOqPcR+/dKyPBdG6ZEq17mrtnptUiXbHr8S411d59VX3ZFak6dPgU3GeKS+Iug453XyJ68qek3NB2hZq6348oeqRuKeY2ZCpcPsadOv5rzTp8Jx9kBt2S63TWX6yZt4j2EpyZ2Zf24nymGHabCb0MDmdnjmYYq4WF53I+8kcfiDQfg99V1b6qExhwXng8OWhZNF2S7T4J7zwaXXK9XVh0u8nNfJH1nn3mViXaOt4ddP7qkvO2UP34Ybl3W0Wi7bPydgHP9B/Gd8l9QM+VtqKyQeqb3R48zJkeoqsXvq989dVe8BkDbBwe9pooJ5+elodslcy0LAcDhyshWuu/HdMQ9Uwe4t9VPZa1UFG4FdKuw2sKN3bgnspoibs1JeKXVO/bvTE9AU194vsGOa+3gmAY5xEezWaqcDOq6DQXjHP1rtyDzlc+8G7NIRwaXhK7XzZJxugp0QdgnsyIk40N9VnVwbtS85mb/fLdgxD/k+NMbns2K8MsAz8mca7Naqht0DtQ65UvVikbznR9pUbht0aUilISjcU1yzQhnsmKbjMbN7W/3sqsM8UK9c7FwGLmkT7Lhu/ThmZ1lidgQAL8lM1jIyJMh6kgEREJbAjumMgINtQLBzJ/Yy3QRjpmMh2E0ag90qnnP8vE6DlXlmuTjrx/yM2Jv/jwahlfoly2R2jDPbehvYXVIzwBPs7qgej++0yXyZJ38T7Kx7TE/4zzLkvUmby3MIdhcQzkvu99QOFtsuz4VRKrVqYzFvq62OZ7Ox2m+rvaWJqndB/bjqOLkgQerH3Oy6k9o5GIdq/jr77F5SXXb8qtqh046Hv+l/SqiSNlWAkx/ZNRzG1/cH9y3u0q+pnwQYdb+rqBPCxpX592X1+fRzhlTHyfybi7A7ZdkSYsxhLNl1WR+uUx/oJLXXuvhZOifIezNe+mAphLg8bN3xsy05XCnu+RmmY117fVDmkVGb6a9V+4gXSYzKQH+i/zOvjottQd8b+XrqMfsKoZD3mB8O2+Zl1+aPn7VRfbxP7QMo2fAJdtnJqbB31DoyDQt7YqQe0Dgu8d7IOPPYzNlRG3r7qtuYXlQdY709bFQ2gh3LuwR2VKrjwO7c4L7w/0h1jPaJuyOw21MP1gQ7g+DTADuWg+M597qmAbQEdgarGxHvEthlm9BRwXTpreJsqr+PAzvhPvXWcfi5ry6kz7AEEl4z2F1eiENR3uTn5KbvFdjlYOrvrE+pDqgGO+vImQY7k2F63O6p36eQrMtgx45MZmewI1NIsEvFo6J6Lb4rn8buvmoDXVFld1eQBgE7DUmWhaO/4vpJwE5aZnYGl0PV/R9mvwl2ZjU31eqL0yxmSj551+L6WgI7aRMInCY7j9vyOLCT+s5JuagGVs5vgp31i86HZHYZr+vCIMk9LM7XCOz4nSCXA43zyiUtU4RPdkc5Uh3sz6mB3cio5dJlaTPOBDu2aYIdw7MNmV/2p2R2jsdLhi/PH27S4jrSsTwXe0r3VA8Oeqi65NSqlt2Wv9m90wG6Vg9XboZV/M5xhBxiH/HQ8es0HqpymBdVu4vf/0hncjad4cTxEJ6o6iyfodxnVIzGvstqk+NU2+w2mUaWmXDn61YQL1fmEMF07KNyF6G68ugBb4WbIgx/L/lBR9Bl35Sv2Unu+vMzN9SOOeAKvYSCJU7Fe9Qz1uNatS18bgwNPm7x8/POI9va3NY+1fR3OR+MRxo721lvvCZtlsv5yaGcPI8wxcVJOeRnn2U8V9Tawc/uqQ6d+6rt50UqZ1KK2p7SO2qNm42wBHajcTx5VzYWO8Oo41s5uaS24PmHkj6h2omuqV++kkqWBhXBLhUly7cN7Pycz+IYDQzpfUnAyBlcr/IiZ5OatyTTeBKw43OU7JSsr6wfi8HOdfmG+jZ/N2BHj1ByDakHOy8hH4Gdn8lJCQ8e28CO269YH07TQgBxHa3xLEFrBOLSGOzIsUeDyIiPJaBSZ6+qvXHEadpOOKe66sCz2yzPmZGiChhevpf3OL0gLbMUVjaVIpmdFZhLMyfc40hsY5TgIVVDwN43r9VzGpkfx0/WtsTs+D/BLl/H4Q+ZXabnNJf2PthIsHF5oHaysNOd1J8AywFlCezYoThSmwGnAcbfI4a61GHJ7IoqM9gGdpP6fZAj5ubfS8ybTgvnw7rjY1QT7PLwBte7B4IlsPM3dTOZ3aTqrfZv4TfrLgcrxe+TMjsa1ZSltFinV9SDnevimmo73lEb1LeD3Wrr3WckK0kfVfPZrFQh4eX5vrvFvmrzenJY2hzH/f+h+n2Cvmfnfx5ymTzAPjO+UvCCKkx8as7rbVVf2lX1freMh3nguEf19owc/To0Au1oZVxrtXeF00mvCMs64lYgx2Fo2kc8fu5WhNtDGEuJcrPsCZWPVLlaGh0OwwUFlpXajK0h1nWVb/RyXrm7Yq26GCfPkMn6ImdVhLuC39ZRhzWspDGdnYvXzqnCKW0B6yu5G/PFuKlbvuflu6ynHLZ8jfGyf9ARo7gvXEvuOhoOObxaZ7x4w/VwUW1hDpde88y8MyV7qqej0Yv1yvxxxXp5hl+AnGMqwW6l/q0KCXYGPG45knpgMthxWYCB9mNzHt5RVVi/VoaGprTZCZ1XKpXlpGBHcXl4Qn92VOZhCezWGoPdWu01MM677+eqwNOAnZeaJkcyP/Z/y0ptxnYPH4JdpvtegB0HiKt4ZgR2nIlkGOdBuGZHwotqbbgEdqxz6jnTs7BfkDNx0oD856Rg5+9sE+E5f7OMFvLSe7gm1dnQK/N9vrHEy83PnBjc2FgvqJ1wYIWzsifYsXJPAnZmRPQWpaE1Ajv/f2nOw11Vz4E77556tpYsjGR9idnRk5dg5+do0BHsUsmm+CyB3ZEa2KUT4E31nTg7nXQysPN9v/KGRprjcJ1nPHuqYMNO4985m7YN7PjywozL7ZtgJzWwIzNK5sJl10KYzJufu6i2ZNcexG3MziBAPU+rJXXnpGCXqwxG+5elzTZnPvibfcZhnR87nRyXwc75IbHIU5l7eS5mSteqS0zvqr31xzNqfnuUfT2vqGb6i9p8FQa75J42T1ulelo99hDesLBSO6zckOQqvax6FtgX1A7h9mFLUvOJ5G/nL/Po87HY1bcR8uQ9hLjkHFRHQjN/03eTPpMMn12a+WBXYZgpfpsTuhycKWReWaaizdfGsC4sfkvGFNdzCGFeRj7QnAH10QKEjtFe1aJ+x0vCC2HD9UDh/YQp4T91wGXg8EB/nyEgYSeHlkx3wrf7yNIB7xancUENjp0O9ZH1zUNCDxB2T2eUp61V12rfV+v8RuGLajN3h6peuaK6JDUNQOG/Z66yEzleKwbBjp07wY4k+pX5/vUIY57heAxa7AxUMBvYdMxLDSQ5/lmonKNOzDpIA2wJ7KTNGc5pEP69AjvutyXYmLMQ7Cw+OZ8rGhPsLqm9VuS9BLvHag5thx2BnfM80suM2/WgwX3/JtgdqQc7cmk+yzohScg6W+tkYGduygGHhjHr2XH51Tyc2eeAxvYmoHmgMNgl9z8TMqntS7Cx4kpKsLs+/35LrTJGHd1gx5GDYMeGdgOzspfA7oKqwfxY7RUk3gh8pJ4qe+Yw2ae/97XJ7PI55t3KmsYOldX/OXpLY7CTmlLxJBEhLJWThkaChFkyR/9R/tfq9wseB3Yu231tduaV+rLzZX8EAwLOacHOM9RcXuyO77piR+ZJNUx/D3GXuTw5u53sm/WdzJ0Gp8s0emfZvjbbJMEup0vSg+h8cEZa6vspQTLfyZrgTyDjSbvuc8z/smQveF/kSHWbiU/IdTW+oDr2cmHAodpEAlecW9z06RNI+HDTTWrnvHlLMf0BOe4+kPRjaq8t/mltGpDkPhz/3Gzmcyu1t0yl056LL9II43h9CXFrEDZ5WRrprB/C6qj7+P8NbZ4xJvVvx3KXSG6R3CZX/LNbSH1d0mfo9MkdnH5yAXbDpbpUPEsuQhjjrONKzbfrNuPqOqnnlSwj6yOhmOGW2o8Gew6L9CcamlNHko9TWC8rVefLC8iLNG4zh7+hti2PkJbpun+ZmlxQ21rFhUZnSmyUet+mG/O6GhBJrWK8rCBPXZN6pdjGXTheewbUG7HpcctVb/dVX8p8oLpk4me06TT2NzkivRkEO58WnGDn/6Ppd3bYJbDLiYTkDQzL8vk7OwYB8LqeHdhZ4c1bOXlBo2alOhAJ/6kL7wbs6Cwgvzkp2LGOnDd/nwbsOECfBuwyD9vALuuFYMc8+Xd+r1T1I/cgsy8yTa9ccF165ps8+EzJWnWN+Vr9CbmX1ab/J9x34/HUNQsbnCNRgh1ByDOgPgaQyyMIdnYRf1bthXxfUO8to2fMYEflIdgVbTI7x8F1XuwU9k5Y3i3YUfGOAzvHe1P9bHWCncvMQWOldwd2eVKHr/PUMBt5IzZE4GC5TgN2XPLt53mEqveTHMfsCLwJdpQR2FnXePItHQnOM6eQsp1HAKm4t43ZjSwDetdGYMf0qYNkdvtq04yHOm4u9FgoLKV8opTyF0spP1ZK+dFSyj8zX3+xlPLnSik/NX+/MF8vpZTfWUr5TCnlr5VSfvFxaUhVNX1O06S6AlmqVfDS/O235xRV4vuqarXSR+YPZ2pSrGbmZHtqZPhAzSfjsGxOx/9IdQHEgfrV7lKDHBozFo+fHp/IBZMTWtJvZRUp6k8rFvLhuC6ph5CsD/qTuFLM8RDGnS8fPzDifAlTI0OG/69H+HXEwTrMcmS7sHyuIw9LCVtctU8IJmQVtYUT9O+QJ6bTIn18o3oY1cc+rnMJM8OSp2ZczDPD5bBESU64UhsK/cxa1R55Y74/Og2bcL+nuqDm7iAt2iHJO20vvay2T/vGIM9PU54V1n19i5UJqh3Ml1QL71VjBohrqiDopX85JuT5Eb5uUHHD+OPXpSyBXXa+x6qNulZ7Q0J2zvcS7FKBjwM7/zfYLSk9OaiBjqe45t4BO/9Zv7z/tMBupc1O6PRdvuQ17IB0RJ8W7MjZpT5vBDvGtQ3sLGwT6vAS2FFGwElv7wjsMv0lsOMy5icBu7fUyArzNeKT5NJ7amB3TdUeeIbyzLBOa7UX7Un9K2G8Z9Pu3qIKftfUNnVIvUKkW9j3XbFpIHlZq6c8fJ1xcAmJPXCTKrOTeq9PboChR0/q39V5ErDzdy4fXQI7KxKVN+OlcXMSsHPnNtjx/VFprCQw04Q4LdglYJIVuL7ocZrUA1Muq34SZsc0nDdaENQRlsOM9DiwI7An2NEYzeeEsOt4bsJzIyuH+XHeL6vvGycBu2S2b6kxOw6IrjPrOcHOdXBddan0BR130NFJ/HOHkv65aZp+nqRfLum3lFJ+nqTfKunPT9P0LZL+/Pxfkr5T0rfMn++R9HtOkMbXdxS4Ce+oVter6hd6eAXYBbXz0dInM2oiqtUF1THgG+fn/T54r4iniqcBYPWw/+1lVb7IJpJ6bkXVo1oxvhzL3LS5vZzGlp8nvJKLmndKm12D46q/r6pX96OIX3E/DYzRPZbJdei87KvtWXW+RpMlrEv6kXiPPkau0nfebVyz7AzD4YC/2T7kF4rfXp2YEMGtfM6Hf2cZFd+sc0MgORQ5aeY/OXTyKv53mpfVtjZS51me3AFR4n/6PRNGi/oysB3cv19UXSJ/Tc9cnj7W0Xizgt1VxfsPqb1yzjyCYHdTY6NrqcNItUKvq26Ev4H4PQO7jfDboN1X5UAvqe0NpBJRGbiybqSo7FQJdvm6wZOCncfOw4hX2gQ75+mKNmfZRobk6MDIdwN27KzJuRMIlsCOz7HuyZvd0Z4E7HISSfHbYJeDHgee5O/O7zawc72fBOxK/B+BTpaPaV5WJRfMD/PJfB0HdiPATLDLdnD/vqF2ps6zlWfC62phDTY2UO+oFtrMzqTYm6EuqG2sJrgR+KhMbhA/9wk1AuzZyxwd3Wjc5zepLSV5QW0WKcFuyaiQNj18NCh838yO7Ml1dRKwk3pm5/gT7Hz9kvq9kWk0uBx8l+sa153fBDsCpf8b7N5RD86jMrDTHA6uJWilIS1tdrCTgh1nJt0WI0C3PvKaOzidBnvq61TqdZPpOw47DJjvBDuWcQR2lLX6Qd2/r2iT2VGvndesN+H+SZgd2y7BbqVGYvLdd70cu6d0mqavSPrK/PtOKeXHVY+/+NWSfuUc7Psk/ZeS/qX5+h+YpmmS9JdLKTdLKR+Z4xmnEdmXavW+ofZ++QO1Fc3vqK1sM5wUfDtOqrHUd9dHiPeB6hh1c75mLmi/mxd/rNX8eFfUONo1ta7sld5H6ruJ07S4OUe8MLs6u5K7E2ElxfBvnpd163TpH5rUn+DqPKTTnYYew2V+CePrCM9zzJi+fzv8eVW/6iri8+8j/F9HGPKsHDKYf8VzudqdQxbLS8hwuNE2NQ8VwnOZN0Mj08569m4Ul8FxOT4OjSV+7+EZl+WyKjVgffpMHA4dL6jqrf3bPFyU7ZbcdUk/ksMR+h+pHxb47LOQZ4F1kjZJucHujpqD3Btzb83flxDWDT5StlQ6A48Bz1ulXlAbj7lNxK++s5fumtpylRvzb4IdV+kYqAzUFo6RvMZGTg7nuE4CdtJmR+fYb7BjHd1V30myQ/I68zcC55OCXabDbXYGO8bFOnK7W0acd1SXpwW7UadbAjvfoxhssl4yXYI3+wP1O4H3NGBHoL2m6vThvdwrtFY9gOyB6jbIk4JdTtQwT6O2lHqwY709Q3k2WJeN64q/pbZUZK02W+pjlW1EspPl9wrfCXYP1Y6AvKTqlXNDe4Sb1GZs1mqePxukl+b77Kwepa1INqa9lp75IrXOTrJkXJwE7Mh2HPcI7HxvrabQVEZ61kYsJfM8Uup1hLukXrGZjuvFM+S3cX0VcTtesrsEkREoSWOQHIGdl+44HMuZ4WgwEwQScDW4RrB0/pgGmaz/s02PAzt6gPdVLZI31YOdX2RJsPu4KgB+Vc0DSgM608syk7y47fbjmtTAjlbadrPzVAcdlVI+LekXSfpBSR8CIH1V1c8vVWD7Ah774nytA69Syveoety66qcfRepXk9Mglfp9Z26iEfGl2B9S5kybn91Ubcqbqn62n1Z7T/zDOdyHJX2bqg/OK+x8Pprj9qwtt9a7eczhCLfO90r9GOl72e2Te7reSjzDhQ1Waztmb0WdsM7cZQ7w7DmE0eDbvw0vhAerOiEt+UbCK8vlusn8Ojy7CH18hj+HoZ/Pz2S4NDxHnCiHCrYN+RIXdhCmmIfUV+qFF1N4Gx7rzPXhuvFboZLDFjyTvlHHxzI9lvQ1lMuQl/C7VH6pDks+p4X1aD1g33Y+12r22JH6c1XeL3laWFcvaJNbHKlWHMGOXiW/s11aJvvZOBzPX1dbInJD7TTdj6lupXpHjcf5AMFvVjVCvYTEe98MDHbqW0noSaFhQcAg2CW34jc7xnFgZ2Dl/ZV6sEvQonOaS4sNduRBfM6/nxTsCCgsO/PNTpL1I/zPvJF/LYFdAs1pwS7jJd9kXCOwy5WXftb7qH0CnoHf96UnBztp7CAZgd1DLXNVPmtZArucfPOz/n9Xm+8Bfh8B7+lhnRuKI7OFCnOotsTXHZJMYAR8KWu1Q2veVFWqa6oG6a35+8OqzO6B2t6FK2qzqz6lxESaSkWwy9Eswc7KmcwuOx3B6KRgZ4+h7zuda6qG3kh5yaysrAY7sooRoCSgO78jsMt6oXHKNjOrkZbBrsRv688Rnk0WmYaSn1/H/TSCs94tfM71RmOPzyaLXcd/14WZ3aHGelPU2uUkYEciQeLAOnysepSs87Ov5hTySYPZVjkAXNTYa2rdGZV3Uu98yn49lhMbpaWUq5L+mKT/7TRNt0tpEU/TNJVSEsK3yjRN3yvpeyXpXCnT6JUnUk+eOd64ygxjVtM8KJDFP1RbcrtW3Sb1kqpReqQ6VtxT7d7fIumnVLnaY9Wq/Wa1AzEnpEV19qKKPBRnNBazvEvc7AU1nxLDpTHja/ZVWTXNncwJ3kJ9OF9Ub/rZ2A2cbhoVCYHsDjTSWT5z2xFESG0C4bLahMYSnGSeRjxwVGfMP7uQP2wnloNp0cnANk6o8/ZAOgrYNfntZ3meTEK088EhMblu1inj2FNz6JDDjozGbe8/ddqsN/uMWV+ELdeB/c4eZu6rUgcvpbeh+n7I08S6sipTd2geeYkriuBm4ewSl0KkElnMX16cf78z/35ZFaQ+p9q5rqruY/hp1QbwOR9/h9qBLx7rmAaVNMEuZ9GsJMc5l19QW/XFujkO7OhM3lM7cvotbY6tnMnbBnb+zfIm2L9XYCfVdrgddTQCOx76mbxL8X8EdlI/S5lgl9zOwm1/irQZrw9+SLAbbf8i2I3a+N2CndN6oMbFDuMZ1tltlHubni6BnYFrFd88HdvOp1tqh0mZYLwP8lSxruxN/T5O4bdnbujlshjsrDhkehmX1Mj1VTUmd0Ntnc9d1UrfV7OjvX/yvqRvVdssQuNWao3t00OpRAl2Vt4cFZlnf7+qujyGAMT0lsCOaXvDy2O1vQHstMzHNrAbjfxkqxxstoHdQTxXIoyXbd5QG2xGYOffCThH+CagphFGgDzE76XOOWJ2HHzJbmmNLIEdnycblJpusY2pz9Y1l436NQI7Lu1dq70ngoNytq9UrR/Gz3KyTybYcb0l4/bAarbr/Pi0IDK77WB3IqO0lHJOFbj+4DRNf3y+/JqXb5RSPqLmd/ySqtvJ8vH52qIk6qWTkWGobhzXUzVz7HK4j6u+E/ULqpMBL6ryMXb3n5l/v6T2PtJLqrCVXTvzz2tWXXaV7BIX1ZqbY7G7nZevUsXzm3VzP/47TiEvS5MBzq9VzIthbs7x8u1gnEXbxz2XgxMDrjMuECHvJN+ZVH2Xd9TvMc58ek8vl6CSP0zxnPWCXcbhRq9MYX0xr2xLdud9tTPqnI7h5zDi4Me64OeSj/kaV/8RIu2LTQ4qbfo+E9KoA2nEJyfzfxu0I05L2CTv5zDq66YKh2qLtrzs3TrBNnlW8rSxriYyf2dljYgwp9P9PzsDlZQA+DHVyYEvqILZy2pgN6k25M+oVvoLqh3qrqry+lClNDDTQ0XwG4Gd1BTkkto5CSOwu6sxcCcAWPLkfRpTCXbsrCXCrdSWvdxQm0hx3RPs9tR7Po8DuwSKC2qrAIvqoHJHm+dMJNhdUgM71snSb/ISCvlc1gXTXQI71yn3ongWnfsECCo2xlzXCYLZhqPVbO4rBBEC0wjssm/wVTecXFipT8dxEsTJ15bAjp42DqYPVXXK9tKR+nNseObKM5RngnUbLltWfCp6egq4hmmJ2fnj0z2+qGqc3pD0ebWlg0eq79b6sNqR2m7ci+oVb8Su6BnxfypfTu1f0Xawe0d9B0kFSCMiT6C18euOZUWa8N9CZeRM8EuqxrlPCpb6EdujPZX/OGZHQ9NGm8t3fa4Trh+U+vbdV1vey45EgEspahvs0rlRIpzjoBeV6Rf1bIsgIPUv2Uv27bLkiwlT31mf9DQ7rIEygSodAxm32eZKvWG7RjysDzolslzSGOx4Lz18ZnZePpKbvmy0bjc7j+V9pbrOfq+kH5+m6d/DrR+Q9N3z7++W9Cdx/bvm09p+uaRbx+6xmoXdn+NNji/reMarYC6qLcAwnHEZ5b6qf+AnVMf3G2qzpyu1XQXX53C31Zbn/hw1Wz+JP7lXjqVSO1yaz1jyLUkcI6VmLI/qKcdQqU+fh4obYlZzeS+pN0DPqW0Xo39upTYBbyg8rzq5ktw6hc6C7MJ0ymeXuTWHeQfhCb2GFMKlhxlywXU8Q7+fV4xlvl1H5D+EUOeR4QwBrA+2aw5ZbGd285HusG2dd+u/HQcj6E3dYLoc0l2OKa759776/FA/2KZMz23l8NmPbX94FtaQaL7+WP0bN56VPDOsI+8h2I3IdBpoBLsLagemEOw0/35L0k+qTRw8VjvU8qLayrW3VAHRY8g3q/cUUYmsSEsjR4Idf/MFxSOwywMnFfXh+LJONJeLCp5gRxBMsGNeuIrQYPcNkdZo/98I7DK8OQi9mm/Pz7yJcp0W7BJEE5AvoZysywQ7188I7FwfXu21BHbWxwQ4/k79SbBiOzJ8ztY67BLYke8bhBPskmcxznSynAbsyCvvql/yQ7DzkvlnLM+S1y0zO6mv7G1gZ2aXYDfN1+6o7kN4qOZZcgc5rwp219SYnTeLfHwOs8TsinqQohDskolx6eUI7A40BjuWvyxcM9hZ+UbMbgR27AAr1RGY74+8oAr+7JxkA/4eLftNlpWdQ6p1f6T2miCpBy2DHU8Qu6Ye7BKghLys1d4tayHYsS0JdiwbLYcLuM52I6Asgd2o7YTryfCo/46bU1FThM3np/iwX6XF4DQ4UCSwreMZtqfbKfNjsPNMqMHOU0EGO+r8ppS6b31LgFJ+haT/StJfR07/ZdX9B98v6ZOqi8F+3TRNb81g97sk/ao5d79xmqYf2pbGfinTTfXqK/VjjP9n00hNjS6qbekVnnV39cGT3sZxVdVvdkl1xbX5yKfVJsE9i/mNc0F56KBrzr4US/q+OL4lX3DzZrgy5+ueWtcnBCw5kx2n00gf1COE4TjreOz3uqG21Newz5Vj5xHXOfWviebsnbS5+yAnYNKwSmhjXblMFC/emdQmezj+G/4phDaXi2XM7k2hI2KtCl2uC26J9+os+l8JE9nzCJ/JfxhHOmXSPshnGSd1M/sRocjl5PPeCcJ2JkxlHlLv/ftIlRYcqr0W2/7Ut9S/NODL0g9P0/RL9AzkWWBdWZXp60DU3Zi/0znJzs3G9tYidkp/THp9385nn+77NTVv16fUZuA8XnxSdTnJcWCXCuVyjMDO908CdvTgJNgtKVryvpOAnScObqjyJXJcOvy9FITAl3wwwc55T7Ar6tv+tGBnj5r5lydjDKQ0Xn2dkwgnAbsEYpfPAOs0lsAueekS2LHsLH/yoqwTRdgR2Dm/JwE75sPPE+x8f7TSLfM7Artb8/cVtdMVDXbuS3uSbp8xrCurqSL8qPGT0CaRllpnNtjlEgUrvU/xtYF1Xu2worfUvDofUQU7g8OkygBf1MmYHRvW5eD/nJZIsCHY+cV6+wiXYJeSYOfy76s/bGmJ2Xk/x1vq2TMHETMmLw32lMSkZowa/Hg4jssyAju29wjsyIh43cxO6sHORhuZvoXvw9wGdlKfpo0qgt0lNQOZy82ZBj1njJeS4JBWzGrw3KgdtzG7oh6Qs+6TcfN5H+9qAPegNSrPCOwc75HaVMNFxLFW7Xdurz1Jtxex7lij9FnIfinTi+ohgbmyqnj8P4hwNBKkTZi4qMo7vHKGXOPnqXK1z6uuRbmr6pv5RlVY8/tRPSlB/5kleQZJOpssYZerfdLBbhjmckaph0jH6+5EX4vUdy/XH/eaMn+sS9/nhIHwTQjZV10G/UXEs4/nV9pcNUUOJ20aYcnBkzOlxrobecgiJ8lhhSvt81wwprGWhpNFQpisw+Rf5qR8jnCUOzzSZ8X2S78U9WpJ91lXIy7G4WTSZvsy3gtq/i/H76F1Sd9HHM118EC1r11XO3j2otpiIhv7X3yGRumzkLIqUzdzNwI7duqlLR/pqbJcUK3UO+qVd191uccrqst5v6zaCFdVDdMX1Q40smN6T73y5/jmhvXvk4BddmypBzs3/ErNO5FxWtKoYD5PAnY0ftkpqPxcfXZurr8vqyl9gl2+gyuNqwSaNMRSHxT/XZfm31xtZ65NZ795iveJECDWEScd3oow+YzzxbwVfPIedYZtRW7M9hzFL22fmFniUH7O+RiBHfUrwa6o1h+3Qo0GpSyT799XW63wlqpHzvFZX85JeueMYV1ZTf27blKZhP8GOzair7MjJdj55InswAa1r6ouQ3isOmJ9ZP72DI6BzkqZozCJfo7uvM680giil03qvYkm7ys15aIisTNRqbis2SDA90Uwf+woTj/LRO+f2dQl1SXRX0Dari8rLY1CeqPY6fjb/5MFsi5ZB47T4Eo3uJmdZ87JWG1Ms3Ma3Ax2qWcjZpT1OXLZkw0TZIRr2YYEOzorRmQgDfb8JmgnuPH/FGFd1yNgu6x+b0zmK8GO/fmR2sk8t1UHce97tt6dl/T2ItblJMv7IuZM7mojdfFrWUZqv1LPn7xogRP2nkF1M9FYeDSn77cRPVI95Ogn5mdvzs99Rq2L+s0JLIMrk6vDk9P5urRplNhPMal/da/m357htUp5YYO7L30hzst1tTo9xPMOl74Of6cx5rHa0OU2eKzK0YR8rdU70w35wm/nIw3nEuHTIDQkpeFKo42zomlY23A/Us95/b2HT/IZLhxKPUy+LPXtTQ6b5SIkOj764ZwHp01YYRr24fF+2jgJSYbd5Gisq7V6rmvfJZ1D57TZxmxD5mNSe6Oc4dn6fgnhcjLxzEgSf4sr6byaouQYZbCj4ZGA46UB7FhuyIdz3F5a8Fh1n+lPzvHcnOP4rKqX7nDOD4/gZoOOQNtl5H83pvO0BHbmgQ/VK9UVtQ44qQc7K9x1tY55ErCbEFfep6FsMdi507jTmg9ylpT5SiNvwvVzCJdg5/ztxW9zNak39HOWlh6t5BhC2DTKpZ7rMd+WMvjtNAl2jiPBh3kgH6Rhmx69/M19uJk3lu04sCMQmwAQ7KgjLleu/LMwTZeLYGd7xNctuZTnTAgbnC7zCR+DSzYiwY6d2A3j/yNm585wD3F4tvRLqizunCrYrVRd6l+Zw3hNHdPgyJb5lPoOIDXQ4IEvCXauF7+UkMp8Va3zrLXJ7MxK3XHJDKXNTsH8cfmpr9nQpJLfV2O77LQjsEtGR+V3vXk5bA5s6eUieKXx5iXXI7Dz50C9kWW9Y0flXkjnj8YeN/2ntcEBiOvEaOiyfGTMzgOdLwl2BEDm3frBNmb4tDYS7Jg3DsIPEcZpkGGP9CrTFsKfU9svYt0taq9fOp7Zneigo6ctLg5hS+rHDr+qb7S4gVDnbVJ+xd+R6qQBtx67u39IbenpbTUOZB72FUk/rObgvK66tDdnMO1bsmrlmQ/OW0pChtS27JD/sYxeWLFSv3JrZKAcqe2sYJ6ZPrvEyDCi+I0VKzzL35QM4zQO4nr6EYuqf9Ntd6Ae5izbJpBcjuRbDGudI8ww/pX6evDwYR75KOJgvOnPZbvkAgtfn+I/8+j82Lni/9lehGbC19JsL3VhL8L5PocIP+e65/BGri38puPFZXLf8E6Xq2r9bq3xMvwzI6zcBAA36GO1V+QtNZrB7pJqxXlm9L76PWpWlFfVXqlnsJMan3ld0o+oLWW9OsdP48ZgRwOD+wmzjJRRWQl2o7BcYrEN7KxQfm0OOSDjLOo7BnlITuLYiCPnST4g9W3k71zSswR2K9WzRm6pDkJHCEtOl0uepU2wYxoss59LsMtycQB23leqPPLB4DnmZ8SL3g3YuSwH6ttsyYh0fbiuaIgyTUuCncO4bAQt/7aX1Zwqy72kd07LqyOuqAGjV1TaUD2TkswuG997RtfaVAo+c1ltb5o75301CmvFnVQ7lcHJYOdlAxdUO9xPqL0u5rLaaMTZnNwb4aO0WbbRbwufTWbnZ6xg9oSs1JZAbgM7G9wnAbscdNIo4BGNDpPLZIR02CFttDwa3KNXaU915vUttVkz5o9pOC9LYDfyvG0DO94n8JFVr9ReFk1gmSIepvFeMDu3OQHAAJGs9L1gdkxjidk9RpgEuyNt1r3Dup0MdpfVL0fiKX/L8lwYpYYmqflcvBLJ1WkDy1WRRpCb67Gq6h/Nz99Xr1I+WLKoVp2NWJ9FsK/qg7qkqp6PVTdWeJv9x9Waz76fCemRu3AcHeVV6ldfOZz3KFoNyDmoDjmOp2pKPa+zMF+Ef3adfGbEof2cfZFTPHNdtc5uqVdnSnb3SXXLW8IR+Ra7yHoQz8hX50UKdHSkJHyQf1Hs67RvjMuHpR6KCV9+rR0dAA6T//N5adMhY9jPnR0J85aEOrY94ZO6kPVEQ5Ntk8+x3KvBvT08+8L8eVPtqEf6+M6UGOzopOUWJ1fkA21WKuPQ/MzH1GYWOV64U16en784/76i3jC9qQo4r83xfGEOuzfHLTXF8wyuvUUk41Rgqe9ICXYsA8EulUvqncVLYGc5DdiNwIz5yvsGXS6joJK/oFqfb6mBXeY1we5Qtd5dvj31dUmgJwAm2GXnv6LKWZc6Mcvn30ugYVBzmgY7ly/3Xjiu04DdiKtxosLhl8COZXEZTgN2S4MC9bHEN/WaHli2PXmn2/GGmpeb571w0DhTQs+C17DRCDKzk8aGqSv2kSqz897RZE0+0Edqy3qvznEbYK6pMYEj1WkHL5/9sJqBt5qvT2ov2CMjYAelcDQk2FkIdslk2amTASSz8wzXScEuZcRI2QltnNuYp2G3Up02sCfTnSQ7CDudVNvsy2pGzsjtvwR2dHlztnpP7fjypcEyy+vnRvc4qNnQ9L6GjI8D35OCnSVB33l8GmBHJw4lB9+RHmZ+nUemSQJiwnFbm46WZXkujFJLUe0G19XPymn+7eWyl9Xsbc+uuMkOVBdj2FeWXf0crtsIvay63eodVR52We3w8P053evzf3M6q82eGqG2sUK1oV/GZaRvIg9lsgM1eYefpTM97/H6kSrfvB1pp48iOZjzz+6Vdcj4Rt3EH8I5+cVSNyUUsS58PX1k/nixzUPEnfXO1YOO/1VVWE3ewbpieRwf4YHlIfdm27nbeqHEevBsdleGYx9Ijjuqx9G3t6Gl4WvDmvCVdoZhmddZtyNOyXpke+Rw47J65ehj1X5II//MCXnLVTXFtRQ1b5cd7AQXK8KhKq96QZtYb++elee2KrhdkvRN8/+PqwLal1X3StrovKbaOa6obfA9N9//iOoKOK5cIkfIzk4l4ZhvRSBHS26TEwBLYLdWVZ5bkafkZ8lz/exxYMffCaCu54dqM9SnATummWA3AtgR2LFM0ubeD4Jd1gnz4jxSl+hJ3ItnfI0rJz0gewVdHjCaec16lsb1zrJmXCmnAbsl8E6wY1ojO8HC9tgGdjfUJvKKNg+LODNCRTGgcESV2hrpHGXdWGZ2X1M1iLLR3Akd3x3VCt5XPa/pnuq6uAuqTO0FNYPriipbvKp2QsL5+f83SPpxtWP5qIDJMNJt7vwvgZ2QZxoEWW/8dvwvqX+h83FgRzZxEmZHFun4LXtqUz2On6xqG9hxpjg9mQnok5qT4R7CJvNN58QI7JxPD7r5P5md8M3OTe+S9w3TqeK8JGPMgTnbifXhulgyGhN4fDDVcWBn64f54V4Q6kN6bVO/kvVar0Z5NsnxoDDS9V6eC6OUxfeeuBvqDxP2RMAl1Zdlva4KLzQOTJ7vqb0WjE3gbnFdtUsfqG6DP1SFqZdU+da9OdwvUJu19YGWuSW4qPKht5EXp5Uqxu7LbsV7KzX/3ugUYXa9nFh3ehfm6x7vpgjHrp2ObvIj+qQmtcl3Qo/LJ/VdTepnDs39eGqvn81u4jich5V6/2rCbkL9iDMc4PcINtLYJSfMdswJDWmzfqXWJZPbCPfT8EzbhL8Z3mVhPmhAJsdMeCT3ZR1YCN0sG/Pu+KmTpg+OL3kl88H6PlJt4w+pHVJ5R7V/nkmx4blSNQINdkfqT3r6mCq4vBnP2wDwCexUJHbgG6pgd6jK6QyAL6rO0nnS4OeqjdFeAsLZNo9dL6vO8NgzJ22CUBoRzFdyhGtaBjuCTHZcgp1Uwc7C5QI5bqYxchzYFY1nPZPL8RRVp5Xv81wCO6dhsLOR63SY3qO4zrgtPB2ZnU3q65BglwDEPNIjJW2CHdNY4lwjwzfLQEmwY96Tw7EOmP5JwI7hrAtLYJdLrw12Ul9vJwU7O34O1JZqnUkxIV6rMjgrukdmd5iXVEHnrsZGzQNVL1yOSAS7t+fnDAjXVNnd62pHjn9yDmN25yP22EB7aqfCeSYuAYVKkmA3YgfXtQl2rAvGlQostVfBPAnYJbNjmsnsyKSkvrxrNccCZ/NOCnYEnJV6RjjF8xnfKE8GyvTkMb5kdrk0OZndEtgdIdxKfb1Sklnyf0q2j4UAl6CUHsuTgJ0/THMEokvMbk+915VhlsDOdbinqvsmOLSiNuW5MEqllv37alzM+8q+rFpUryozYT1S829Jm2eecWLZ+0gfqZ7h4WZ+S23hx7k5rnOq3Guttp1ciMsqvVKFmJ9QP04yzNHgWUPDyAByNzvEf/MUrlpfx7WjeH7kr3Id0a8i9V0woZZ5OIrr9LG4XQxvLtt51Xa7o8bdXA/uOukDYvd1vnwoEbs4hd2LkM40Ul6fv3MCgDDPD6Fhjf/Jm+ij4q4UISy78576vHO4yC7v/BLWOVHB/HJ4cZl8Zl06FVg+Sjpapnhm1Fa+TyGf08LvSW2lxKTat39cZ1BcYB9M93G1F7R+VT3Yeb/oWhWk7s3PuvGTpBOEHqkeK+6GvTP/91YPrzh6YQ77IfUNxw53bk77h9WfSGvFE9KxUibYWTg2eo8GQZbAZgXcBnYcD6lMaSA5forzzrDbwE7IC7fImG+/W7Cb1J/DkeN9chD+Tg8X5WtRD1kudlDrEbnuNrDzkpY00EZgRw6W3rptYJd6aV54hLhOC3YpmQbDZ1nS60w5LditVY3TE77184Mn7uj7qpa4DQl72jwV4SmFEdilsUEltXfgK7j2WNV75rgfqXZYb8x6Wf0oz7j257z9efWbyDhaJxsbgV0qtI9b9rURs7Ni+BqXcI5e++L/NEacT+Ea65Fs08+xjgmwZox+xQdPfrig48Fu5FnkdW56S0OWZZP6uFw/LidZlsEuDaVcivMkzM7300BLwFjFdy5zPQ7saNh5WswDDXXsNGDHuiSQMf/5m8+l88R5HtWD42a9+LCj82ovnNyU58YodRUdqar5j6mReqm9eeq26im4Vn+e+WU/0kq9MZAryP0xBHJ7s2cZP6lmkFqtLFZZLtCgn4njLdOlCpI35JhGQza7NdXC4Thxzi5IdXfao+3UyW883vu8Fas61Zi+NsdLWKTBxOXO5F080FPqZ/p8baXqP31Tfbux3tJAYvfhjF92qawbpnmoTb1J7jNKv6jfMjjiM/YZcwixPpEjW4cphFC2teZnf55q30lO7zobGZ4un8OO9NdpM4yfE65l/ZK3Jp+2rOK3+f2IW58JocLdVbW8PdaYp9xUMyKtGO50djATIHLyQOo7xKQKcgdqnNDvMv2kKjlm/hwPSb//r+MaOY/TTSOPcTNv5GMjsHNYOl2Tb2R5CXbsKAZM8jEfOGjOOgK7NNro+WScPoOF9bMEdllHjuNlVbDj6kXW2wjsnBaXSbCjMvwI7JKXLIUbAd9xhmiCnRCOS2XTe2ehjpG3npf07ZL+qvotf3zmJGDn8MmHE+yyHVJXHS+3oI1AdAR2l3VGwY6KtFZlAp9T3zlXamvDXpufI9gVtUq1u5dKaWHDTaodeqVmPFxSVZRPqlU4Fc7ss6gZw2kcWKgwS2CXv6VN9sXOMgI7huHIOurQBFIvy2TZPLAY7MjspD7/THcEdu746f4/jtmNwO4tbYIdl5Bk3vw/jV/W5QhsnCa9i76XzG4b2KXOEGDPIR62lxmz83oc2DHeterA9Esl/ZDajL7r6EmYHesxy5DAL1xT3M/ylngm+4K9b5wB35Tnxihlkek8J857qS3vGT7Oqe4A8PNfVltB5XGTPgY35T4+Pgjvk6pbp3xAJcd9Vj2hKMew5Gx8htBU4jtXvPtZnwg8WhpJP4+7ndOiEHadL47jjsP7+Tjusvw0ZumDIcdgXDS2qPZ5hsaktvKMUHMX8bv93B2YByE+p5XdhV2NEEzfkyFkL56zL4r6l/lPWEm+k4tqLHwu/WXs9vSLHcVzazWHDdNyHqlrLlu+VlEIw/+pC8nfRsOk7x1qsw2SzyWcLkHsmZCsHAKElcYH4Bgs1mpbefZUQcoN6NnVPBaanVNqvMTAeCTpo6peH3NA58FpJtezjMAux7X0lo06H2UEdgQCev0Idv6/TWlGHNF16Tpj2dOAdf5YplxVlUAyAju+EYGHPjmd24jXHf8kYJflyng5SCXYZdt60D2KOBJECQg5GCyBXX6zTZkOQWJ0SvOhqjMny8z8+PdpwC71djQwUxhXenmlnusyPf4+s2DHhsyRgKT1bYRzJd5HmFfVRrs31bxy7EBLFW12d6i6HPcFbU410KtnBbCkqzhHuRHzylHQz0qbiuYlF/lSZRovuSzAeR6xmvw/AjsCvcs+YnbJMlleszGmk2DnMGttzhBPausdCUpm3UxTuEaDk3Gt4zfzSMAaOSP2NT7MimUjY2GnHYGd1IM485pgx/g9iDPPBq6/qh7AmJeTgt2InSXYjcpOnWc92EqgZzzbKwet408KeW6M0uzCnnnzSjOv0soxlNVyUdWYPFCbSDhQXab5iuoBSHfVj3U3VFfP3VW14T82fy6ob6Ict2gs8D5Vns+vVXc33FXfVIbNVAP7lagyjxCePisuFd7mJBfupa+EMEyfG/1k6RxOHpp1wqHCBl1yI0JHQoXb/+6WdDi0ZDsl5y3a7M6KtKcI5zRWqjr0JW22Fds7n2H3J7T5On2CCRmjhREr9W2VZfFbMdK/yzxyCPZzl9QfMl8ijtTxjJvlpM6xjfIZ6qrLzkVLZ5KnSZsFswL6IEiDXVYm3490QQ3sDCAHqivWrKgPkMZKFYA+qsoFLque3ObT3MhT2BDkJMw7O02S7LXqzOsdXEvP2RJHs4L4JF2P0SwHwY7gMTI2pOUN0pOa0hekmc535s/xku84Li9jtSeUYDLFcyPAuaK2r/A0YJeAbsllpIq02dH5v6jqkJ0do2dZL8xXgj/zNMpPgl3yp5zUENK6F/+F/6yb04DdaEBPXqZBuAQ7ppkTOj+rwG5JAb0WxpuVpL5DGOzsRbupHqQm1c3yL6gatWYXmsNdUt04f2f+/fL8nyMoG8h59f8p7qcx43TI7KS+8Ql0mQ43+fio9TSizOwMLk5viV04T5YEIKdjsJsQXzI7xjNidgbgEdj5+QQ7DgDXtHlqbnZIl815oJfM+WQeyXSl7cyORv1L2jy9IkFD6jt4MrbjwG7E7NKiWAK7SW0PTxnc57XjwC5BjOzMdUiPLNtH6us59dthORudDikTlmV5LozSURNLvTE28ncI336v+WNVeHigyrc+qrqk8UC1+9xW5W2S9CnV944WtRN2fU4U+QwhIMcmN7Wd2dImXPgaDVLmnWrhHQ/pqE91pl+OcDcyuixc8GBexwOiR+Os1Kt5jsGsixFHlSrXztfl0KeSPijCk+ssw/l/dlOmzXp2vr1DQnhG8Rz3ZnIi5TX1Qv/QElf0tdEy6YQstwV9lBnG9UYe46H7JeQxodScmsOuw03q/aeK39zhwmHM1x0HD7xnOR0foXs1uMf8ZNnPpBD0LH43udQrCsdTb58y2D1SNSI+Iulb1PjcPVW+tlb1tH1KTan9LqzkWzZw6fjMhuJ4m8aby0VPkp/JDnxZ7ewRcifhGaeRxpSvpxBACFCe8Fipn7ChItL44xjO8ToBhv/XqgMJX/Pm65l3xuHVbhwgsk7Tk0QwXaoDz5wn4IwAu6gNPtLyCWOpLwluJwU77kNOsGMdJdhpfvZl5DEHCNdN8sQlsMs9HiOw42SKtB3sOIBJm/bMzxqwWyLlLrDBbgQgbqBD1dlRH2/9SO29Oh9XWwp4oMru1qozqx+er72iCjR+FypZF8GOYMHO6vVzfuYkYLcaxHVNdfbXZ/CTweXo7E7BvDn+dDM7X+w0R2rHtxPsCNw588n8l8G9BLtJDeyS2WnwWwi3VjuGcxvYZX6WOomZXb7rQZFndsQLaqevvBZxE1Cy/DS43guwy7ZNNulDH76G/FMPqG9Srx/HMTvuZybYeam783kc2LFsabSyHnw9l/v08lwYpbS3Exr4SmHfc6a5lZu+oLfUlqD69Xwr1XFsUoW4i6qcrKgtoDiQ9DdV4ezl+Z59QM7n0izSpE2SzjLl9qYRHy1qnMAcLicJHJ/Dr9QWf1is2vS7EYochnFlF8mulcaf/WA84N355oKMpTj5jPPKfGz77f/cQkXOy647qYcitouveW+y1L/al/xL6idkWA8JEcwDIYLfGuTZaTjO1DHrqvPq/07Tqwv2EM55SEd9Lqc2Z09IVMTDZz6kdgiZ1CaaHJb1lNRjpGPUDebjTEkqIyvgoRrYkYsQ6+nYfqgKdva0+KCdy6rj2Fr1NSmX1EDQm6UPVdd6v6r2lgXyi4K0CUYJdjQYLWx8gkZOUDzC9bU29zVQaQh2j+K+73FvhjtHKlFyvBJxZZu4Pnwibhoz7rAc2/mdxkhyGH9z4FNcl8b7RdNIJbit4r7z4tWMUnvdo+tlPYiLdZGGfpZxBHaj8COwy/7g/FNnCHZ2vBDs1vj4mQTx48AuV+E5b6+ogd1ax4Nd1oPvWTKPZxbspL5S3Rhmdskq+Bzd7kXtOHDPtnjT1Y35+juq3jYfyX2gpkCfV3Xb3sQ9A1iSdq4585SDlSwZHhlaMiH+v6+eteQyxlT+ldq+Tyst6zCNtlxOmhvVlsBO8e1ORWPG+ea6ueywfpau+hGI5BTECDA5IKTLegnsWD5f8wFBZuC5kc9xElQV/zN/J2V20njGkCCfg9cSszNguQ28tCmNWAKR4zkO7Pwc8/Mh1XWllm1gdxS/cwBjXpIUjOW5MEovS/pGVf70ltrqc6l1h8fa5GaWfVUD8yPz/wNVmDqQ9Nfn8J+S9G2qKupXvXnL0qHq7OlPqfIzbt+1GrlJudKNB9oIedxX69LO+z7iG/kGreqHcd15GW0/siEt9d3VauIuzbrMsZY+ueQQ9L85rNSrMruK1Z95cDjGz9+Ow06EovZ6a6kdPHUU4VmW5LpU+ZETnnXik5d9Lp7jcT1z6OB155d1xbJeUtsumByYuzH8LHXsVdV+kHsxXVZClZ89nJ9hHbCPeIue6yQhLduaEGYKwLYzRaAtwGddFwlDq0E4/+cwk+U+M3JJFajuqO0flFqBCXYcs90g51TB7qPzvceqYOc9dmvVd2Z9s5rT08p6NId7R9Ugvam2+mpkWPhVftImRyHY2dB1On7GBkOO30tgx1PO3CGs4Lmh3vFZ+bi6bdImyBLA0mvl+xyzDyOswXQb2FGJCaTJo1xPUgU7HjxFfpADkLS5pp9CXsX6cxz7ai/aJng5X/RsJmDlQEOj1wPRcWDn/CfYvRn5yTxIJwM71xkPkqDNwYEoOSnBjhzXYe6qT4fPOm7qZeppgp30swDszqsagg81fg3EEthp/r2nOjrfnP9fVFXgQ9X9CZOqt+ATc1yvqCmrjZA7qgT7RfXrpBLsvExY2pz1IdgZ4AxuFjam4jqNDN+nF0Xqwe6S+ukQKi3Bjp2NcUv9YTpPwuwS7EaAORqx6VBIZndBbQnxJTXjPA2ZZHYjOQ7sPFAugd2jQVwEu2Q7BomLWgY7gqL1l2D3IVVLg7PUliWwO1IdsEdgZ4dJgh3TZPgR2KXzpKi9cugkYKcoC8uRA3D28bE8F0Yp94VKPZYXNfWxAcQt0+YrR6qTA9dVDzxaq72G746kn1F7F6mb2rsA3lE9sdQHMD5ShTAe9uMxXRpDJ7+5ajphy13zUH234Jiaqp3jlbuO4zvC91r9nlPheUIIIYl1aT8Mu7mFOxykxqfSb5Y8Kic0qLLMv/Np/msO7XjOz3m4j+f38XwaoIrfhFaX3Yt+EtaTt2SdZdz+bxh9qM12cxzZVRNCvLycr0Vegi/qh/P/WJt5TD/qCDqo63yesLbC90dVbZu1NnUsfW/UacdF58I6nksdPjPCGZ5sVKmBAjkQG8Fgd0N1zP3kfP+1+d591UmBm2pc7rGao/62aqP5/U02akdglx5ANhoNBK47z/JcnuM+DdglF+NSGY+jBgYeyMNnHHeOgycBO3YSi1eqLYEdO9o2sHM6vsdZX4LdhTlv3jcpbYIdy634nWAnNY6eIOnwrp/krBm3/zvcA/V1ZVnHf3NzqbXNG+q51WgShmk+KditI8xSnA6bzoGPqnqtjwM7DX677CwTl8mcWbCzYUQwYUddAjupLUE9VAW686qkfq3qxXikCmpfVV0ae3V+7rHaEow7qsbrkaqSPprDkkEezXEzf6uF78dqwJ2EvaiCHZkdwzmeXDOniMdgJ+QzR0xKgt1JmR09gATKon4Pgr1K2TEnXPeAxrxx1s/pehPdkXrD7uKcppmYpx5clicFu2R21C3W0Tawyw67DeySzWU6b8z3bWXkwHdSZpdlea/AzvJh9afvOPyI2WU6DMdB0ob2aB9PL6utdyWVUi6WUv67UspfLaX8aCnlX5+vf0Mp5QdLKZ8ppfyRUsr5+fqF+f9n5vufPi6NI7WVUbTbWb1S832x2NdUjU2pNvllXPs5kr5V7Y1UP6NqgL6jutXqr0n6EdX3jK7Utjh9Wb2RYA5xpN4hL/XbnoR7Vkd2TXfhR2q+N6pwxkOY8X8uNX2M8O7GPj4gD+Be4lCK3+fwn7wsDWFDjPNqn9gLyONqjs8TLpPa2Wp+jqvJHK+NT5fdvw/VJhWSl+2rHU41MuDYjgnB7M787ON+8pQD/E7IG+lu3nN+mE+H83D8MfXt5+cSnhkvf2cYoezktvmd+XT6HKLX2jzpl+WwPuTzUm3frI8Vfu+pvanjWcqzwLqvj2vSpjIQ5z1uU0mvqxqaR6qnt11QBa2rqktNPq3aAc+pvnnhlirY3VL1uv2YpL81x++p/K+pV64EOyry3uDbHaNo8+DEtSpIcfYpwc4NTqVdAjvWzZ7qpIlBxsLOmGCXneKcenBgvqiQ5gNrhB2B3fn5s4/4LUV9ebaBncvr0/+fFOz4vQR2LitP28vBYQnsWK9LYOfvEdMw2F1U3R64DeyynPzNduU9gh3DLv2mviTY/ZT6umVaBDvqsNTALvWS9UI9eUbyTLBOUr/PLyvakmBnpfCm97fV3ot5SdVD8BFVb9q+qmF6Zw53WxXkPqvqqdtTW2bxZuTNHXkEdjlF4g5oNnY+8n+kxuy4ByNHuGRRq/hI/VvZJzWw88hIOS2zY6fP32R2Tv84ZmfgOAmzuziHY7k019udqC/X9Z56sCNIZ3nIOBKUhOfJ7JIlJ9j5Nw3Xk4DdFPcNdpdUZ/b5vJ8drY1LoKLnlO2bzG700eB/gt2RqkU0DZ6TTsbsMl9M9/h50GONUlWN+XunafqFkr5D0q8qpfxySf+OpN8xTdM3q6LBb5rD/yZJb8/Xf8cc7lj5NlVO9ap6Quqm5MIFqRmH36zaXT6hqiqvq3+fugu5r8rPfkSVTP+YKh97U1XlL6h2+0tqKpjjeKowZw7TsepP+jHSEOGiEX5TLR3WUHgd16S2Ms8Gby6dZdzMu+vZeTW/NFxwEiLbgeWgT+Rt9V3WPkOX39zOcENo8bVzqrpwGfnjvkbCkNN/PH986rJU2/KS+u5EmHQcl9VDttPkykohnpGP1MMNjdc0gnM4ziGLafosGwrbx5LDvev0Ulxn/lkXHmKSozJu/+YwwvQzH84rdZ5GK1/7kzOzzotXSz5jeSZYp29RneH0OJ8gI40V5ZNq53tMqksYud3DgLKv9v7TL0j6SVWP3dtqYHdx/kwaH34ppE+jhfnifWlzuxWd5wl2VjwqIDuLucg19eOaPX427tNDYw7qDuXynItrCXY0qFPYQQj0JwE7p8fJIsezmsv4TerBbi/iyU55oE2wc3sS7Fgmd3iCneOjFzUHuRHYWVj3S2BnsQ6b07B8B6qeYMsSjxKeE65diP/522mSKy6BHctwHmEZZhvYuYx+jhw34/I3HS7PTp4B1k2qxuNLau9RSAAZkfeVKshdVZ21KarGJk+a4sjySBXo3lRdqntH1aNzQc1V78bMdVk0EBkvy8BvKxGXnSbYST15N/jYY7WHbwPWJVVmx7S9DPlwLs9omj5ZnK8l2HEdnQ99Eu6ngkpt6e6kyp6XwG5Sz7oT7DTn6ZLq4JdgZ+ZDEPHA9FCbYHd1jkOIm4ar24NgR9AfGZUa1AMBiPdOCnZ81tceqy09z3RoSUh9nE7L5UxWZdlTD7K+zxn4ZI3WUadPoMw8bgO7xxEmxXqyfVnIsWbrNE2T2kpXu0cmSX+vpN8wX/8+Sb9N0u+R9Kvn35L0RyX9rlJKmeMZyp7qBMDLqur2WO2Vui5KjklFlZ+9owpFn1ZV2x+f711RW439UP1KKFflVdUFIIdqBsxVVQhNP4xXGNFwICQdxX8bKKtBXA7rVWgukyHlBVUIdjdnt13PeWYcK7VXgdjH6BlF55PdxNdGaud8jg48pNOa+XH+aWRxRR/DZZ68gpB+ykdq24wK4pF6Q5Q8x8Izwrjs27DsOia83Mdv8tgcMlkHjCfrbtTW/E9OxnpJ3slZedYzuZTrgpDBdAgxa/VpsM1ySKaeZx5yGPdzWQeMcwni6E9m/Uq9/j0LeRZYp5UayFyW9KNqWziofMI1qQLkbVWa+Kk5Zz85h/WKtFuqSn9O7TV/rtgrasBxSbXjXVXlQRxXCHbSeJaJYEfFdvnYuUZgx7p4SZVDOm9cYWbD088Z7Fy2tTbBLjsdjSs6u1nH6Vy2IkqbfIadyXEl2GXrF7XlDwQ7qbbXG+rBLjsa80iw4x7QbWBHYCbYpef1ScGO8SXYsT1HPMx55UDJD+vAoLQEdsznScGOg1nWC7kT2zS5XRKVbP8E5BLPOS/PUJ4J1qmogs01VXbm9yOkpS61BiuqDOihasf4yByHD165Moe9q7YklaP+3pzevfm+DZaLah4uN5Q7tcGO3jk2UoIdXeMjsNtXr2yT2vLjN9SWQFhpl8BuX/1mJb/HYDR6WlyukZK7PFPEkYpIduW0/UyC3VIaBDuX86HqVBC9l2vE63RYj5ZHuO+lRu6IuaTI90ZgR5Bx2U4Ldg6/xOzo5XP9uM7Wai53TudMeJ4MbAR2zN97yexcNuabOjDSrRGzc34S7E7G7E60p7SUsifph1UnJn+36vqId6Zpcg/6oupqQ83fX5CkaZoOSym3VKnHGxHn90j6Hqlys9tzlt+ef+dENrtFUYWmi3OkPrTSB1C+pmrUegbNVc5x2jDke36r1UtqJ+9SHdlVLdkc7A7+ZnfLmaFsco9Zo61Ljs9Gqe/xzA2r3WP1b49id8uzRJjf5ESUtfqu6GvJma6qDhc5W8065JklPD/F3c1vieDzTs9h/d7TrEepN8ZYVqdPbmf/Kbc6sUv7GeG+cI06Mkqb9XSE/z5CgOEsTDdtFAvLQwPVQ9lBhMu8Ol3ypOxjrvuEV8KwIuxVNeeP69JprbT5ZgU7cNjfmb9nLU8b63RRzQi7peYA/3pgbXKMK6og+bbaoZUH87XX5ngSOGjYnItrF1SN0RfVTt6VNsGOnW/EcUZGDzvQNodpgt2IU0j9u1bJ1xzOp8gZUHho4Xm1fZrkJC6HkPcUvsPceSPnsCP+jnqwcx24DvmCZvNJg4HBbhtHdzlGDnQC+hLYST1oFvVgR/6ZHOOkYEeeMzLUeJ7NSCeSM6Y4/HFg5zxmXpfAzuGWwE54Pj3RUg92DO9yEOxsdD9HYPfUse7rL+E7r1pRD9TAIdduueI8PXBbbaT0aR/vqHmg3LFz9tQK7QY7r9pQV1Q9ewQ4sqgEOzILghLTOq+2N5CdjeGO1Ox9LssdkXu+oNp5MthNaszO9xiHAYsgQLAjaJutWSETKGkQug3cJgl2XMO2BHbuuA+1eeqw0+CsMTvViNmNjBwbugQ7qR802O78LZ0c7KTNgYFgl1NNKekNTHG6zwOzoxDsmN57D3YnMkqnaTqS9B2llJuS/oTqds13JdM0fa+k75Wkq6VMP64KWfSjZRWy+IYDw9xXVIv/c1XV8TU1N6CfJcysVbvYOdWlvx9WRdjzCMPlmKOmSlVw0zu8jS8aIfSxuZsU9Tsv7qh/vYfjlJa7jA1fQ5YPW0q4PVSDIIs51FFcc3nMv75RdbW5IYB58WIUzu4xHiG/hAWXictqGZb8k93sVTXfaXa7hCuXIQ/JMidkmySPI2ylsel8Wkbc3nqTEDSyPTi8GMLpG0vu7zrJIYhwMcoTy0UdyUmH5G1rxLVka6TPTvHfwyF1IeF1yZZ5FvK0sa5cLJN+Wm1V0ojsCtc8Tt9Xmw37qqoif5tqA35NbbzIhtOcxu05ro+qHlJ5U/22qJxhSmPNHSu5msc/8pFURIOhgeYAcd3GbyHONJAcj0/6nfDf52ccxDOeSEmjZTQ5wLJcVT2M4K/P1wgaPmhq5PlaRXzSJtiRZxJ0VuoBbg/PGOwIPByUlsDOM6m+zzM62KGTj0n90pUsk/+zPHSGsHOnE4BxuT4Ndh5AyP+Sky6BnXAvdZdg5wHZ9c4XjLMupvg4LwTQXB2QvC/17jkDu6eOdeXCVNc8eQnqqHEsnCW6rcbsvGbqo/Nz99QvHZU2leWeamPfVJ11vam+YTlNkIyEo50VLRWLJ55yZolknKzQncl1YSB0fmgYuSwm9GmIpWFqZeNBRkIcLAvTcid4WdLPk/TfqW2CcngfPJBrroS0Rh1tBA5SHw/L5bbZV/V9/C31hh6NQabjOjPYkVnQwGcbLzG7UZtbRuUZrR1MVifcM9jZyUK2zHic9hLYSX2aOdgn2Dmu0bKV1HUN4nP4nLbJ37QocuCwLDHHXkZ+yUWZpukdSX9R0t8p6WYpxbbEx1UXSmv+/oQkzfdvaHOHeSdeZf22ahG+SZUX0CBxZi+pLoJ4Vb1tfkeN+9xUO12fzcpDd6S2bPdbVSHPiztKfLPL0A+zUvW/eXtvqqPVgKpOQ9PcjG9kkPru7/CGlxz3uKPA46TjYX6XuiO7gVBfVE1z11vzf8/OWsxJpTqUEHaO8GF3Z1kJ604zOYzL43PavopyO98cUryDhVzYXC95jNTXIf+z+2Wd+bo7gcOnUec6YmfL7XeM0+f3sb1HUME0hf8JOZlnlpWHVTmfbCs/xy2FqYfM0yP19Tvy1fq6r7Fekga8X/K0sE4Hqh6zd1QL/2m108m+nvh876Iq0L2ixoNsYHrcuaG2p87ie/YUmc9cnNN7RRW4GN7fI/Dwb4Mdn3F+aUxQOajUBjvKCIwSqKwsF7Q5CcHy0stHI5vxEwDIaf3b5XtLPUj7foIdQZogzLhHwD6qI3Y6b8E6r6ovI6/nNrCT+s4n9Z1qG9gl+BKoRmCneI5g58msLJ+/8xh6tm/mawnsMp/MC8GOThN/j44339NmHkZg91Cb+pX5Y1lzYHtOwO6pYZ0O1ZaFrFUNIDOw9KZcUDsy3IT6SO3dpHaN2xPlhvcUheM12J1TNXBeUAU+AmwaoduYXSoHwY4jpT8GjQP1+wr8nAm7FYPMjiPneYSlok/xjAbPM+68z/g8u/o68p2s2Z3BS1YIgKyXEbMjCDt8djSz+utzmT3VMMWzft7vOPN+YYIO87SNFbHeEuxYjm1gl2VwuJz2yEHwIcImYDDf25hdynHMznmnN1hxf4lJa44v94ISGPncEtiN0hrLsUZpKeWV2ZOmUsolSX+/6tbNvyjp187BvlvSn5x//8D8X/P9v7B930Eris98+JiairJ4Hncvq+042Fed5XxBlb/ZF8GueVGVh31SdTb0qtouh321M8TYDaW+m09qhgR9P7nU1OF93/4Dw2k2F/lDGpDpUM86k5oRmDsfitqhR4yb4206hZMT+r/fMvZFbZ6lZ3+ed0N494b5i7miebX5FvPg/Kc/z78dzwuSfolq23noGNWjh6WC/BLekt9JfXcnl72s47ssryX8cQigsU6/MPUuIZKyim+GS1jKODx5wrphGxJynT/m9RziGDk7LqiH7OSGHFp8fWQ857D5LOVZYJ2kVmGfUgUtnyLLJ13p3kb0tlpHuqHK78zFEiBfUPWy3VAdwy9r80Sr0UF/VkSp317lBmFnYkflVhmpP8fC37kFZ6W+wwvfNC6FOB6oT5dhCHZ+fgR2Ul9fCcqPVI3+n9HmykA7uR+qgZ05kgeTfdU2ddxLYOfyJjc5N8f1MVXte1l9XabRWdT4R7aP4lnLEthdwbUcmFaDezTAl8COYZlWghhBmXWSIJhgN+KYBDvaHzSq/e124sd9ZU892FnOx7UEuxy0nY+Rvo/K+Azk2WCdK/6cKku7oQpoZFhS31keqoLdpApkV1QZ2z6eM2vbm+N7Uc2Dc1n9kdbS5vS4AUvanBaw94xHMiazMxuUGrOzGOykXhGWOqXLxKkLqTdeqJzJ7IR4CDQEtWQXvv5Y1SD962qOA8dxXu0dn0dqx7zziPE91Smik4Kdf7v+HdenJf3P1GbDpb5TEKxd79vATvheArtruO+PwyQQcRA7DuwIQv7mVNioy6RTg+VOz2Lqk/vXSr2jx2FHqwEYzzawK2rvJrPkco8Rc2e/YVyW7bBxkuW7H5H0ffP+g5Wk75+m6U+VUn5M0h8upfybkv4HSb93Dv97Jf2/SimfUfU3//rjEiBnuaHqK3tFVW3eUG/gHapOMth/9ik1mPtW1ea5p3aI0STpF81xeVfCwZyxd9Q4hfOR44/JOseuXEF+QW1PLMdykmq/Xm9pFsvf+6gLdz/DT65Qs9pfmsvM3QtelklVoKErtVlK+/wIIc6P8zTNcfPNYszDi6pDyZFqXb+DdFw/I37qOqcvzV3czxoeL6tytZ9W62JuAz//guqMrtR3w1yYQR8nhbAmbXJz5zU5XkJF/h61tXWJ+UvdUKRJ/bIwnXWETQhNOBjB1qhMfqtH0eaqNT8rNV1y3MnX2M7uU9Zvn9XjHSzvgzx1rJPUj4s31LjXO+q50nq+5pmmj6l50L5JrWNcVVuH/vPVtmW9PV+7NX8805hKLrVG5MozN7YVx4dE3lIPdlQAqYFdGgsMtwR2zgMBjGMzwW4/vkdgR+5gfmAD2p2GgCSU1S8bdl14YuEl1SXTazWwc7kuzPlzvCOwk/q0fc1vvXg8x/txVb7ItiKw3FRti1zaQJ5ELrgN7EYAsA3s0gBjmfg/46czgvlgXGm4LoFdPs8y5b6VLONxYJeARbA7jPBMN3ksbY+iBqR+jaL71LOXZ4B17ngrtY3xl1ULfGcOw/VUd9Qq16furlSBb1+1Q15UA8dvmcN4o/6ktnfVhqmBKJV/rZ7+ujNaGbwui4foSGOwSyNhRMC95HbE7AhgTtvpu4N7zR3joQFolkZ26PWC3Dg2IY00QOl9ujCX7cOqm+MIdgXPuR1ZdwS7EQBI7bhwvzv206rbm9OgdzxmdpkOwY4sh8Yc4/K13FjvMiRQJdAks/N15jnzTzAagS4N0gQ7D1xL+kXPYJY3y0WjPMEu9clxcIBifx4ZvxaDnV+PdKS6mdJOiO1STuLYf9pyoZTpJdVu8IoqbN1UhbGvqhbnq2pVe1m1Kl9ScyR/myrUvTV/Hqie9XZf1QVoiHMX9X7Tx6prUpKnueq5CtvQQGOPasXutDSe8xmOzQ5HaJnUlnE6L/QPSY0DWO295Unq/YFOg2rvPL40P/emmiFvw9ZdSnM481yqvtTDhNuJeSuqhutbaj4yx2vYd5ou50rNaXBPbUXbQ/WLCWgIXZ3vGbpzwcyIX3lhQxqT0mb78r/DZXfkf/rf0vnhZxkP6y2NSOfdEJb7etNX5gkr+lz9zef4TWGfSD011x1BZfrS+J/lYdxHqsPdG6qrJLyb5S9IPzxN0y8ZZO8DKWWvTF936r+k9mLly6pO63tq7w6V6rh9qHYK21r1WJILaq/me6S6uO6BpF8xhyNw3VVThI+o77wEqhyLvAyiDMLyLAdeT4XI8YqKkGBHsp9g53Ss+H6e/C7zSU7hsn1srruvqOdTBgL/fkkNrLJTjsDOndub+W+ovSvdYEegltpkg8HOM9p31d5RdldtOYzFPMFg6MML2CbskGkcnQTs1oP/U8S3BHZCfVB/RoC2dM/pJNi5TEx7pVpfkzbBjr9z0KIsgZ0/HKSyblO//SzBP8H3juqAe0Otj/8PZwzryv7URvCrqgW9rGZsPVYFMI9cXi57TXUUeKi6vu28qgV/T7UhDHo/X7UCOZp69L+v2ok5wo06rNSMvRGI+BkhnhHY8R4b2wB0DtdoDIzAjktFfN2MRpGf1eC3v79JtWN8QY25uUM7bi/teF092OV6QTIg3zNwvTg/f6QKWp66YKfx7KqfuaYGdj6h+ZaaYyIHoiuqQMhTU6S+Q05xjfW6DezoER15wKRlsHP+HJ6ewQSU9AiTGa3wbSeNdZrrOKXaf6S2b5bCdNNTa6G+JthJ/dpPEoP0Jiaz4wDpvB6p6sMtVQzw1NpnF7HuJDOlz0QuqsLLgSq/+ppqse5qs7va1n5NFaa+SbUab6u9e9TO9KJaHR+b0/A2cY//rOacYCe3cZWnX4HwRMlxaKUe5qienFmyI98LNKhSXoSSadDASJgUfrNruruvVbnTOTWDjkYtx+W35+vuJk7PfjbzRHYZqvRbagdUfUx1OTBX4Lsrm9dNc7zkN7fVi5/xDLEnKfJ05T1tCrtgQpb5OCHZbedD5l3mhKCl4Yr3R98jo5VxMB9LRiV9WPZT0bYgbI70JLlcxnsU4Qw9owkIIQzvJ7zfVW2322orVfNQ2jMjRbUTXFN7P6M5iNfAk2wb7N5QrZRPqY3Jb6h2KoOdVMf0D6s5+e11MtjRk5NjeRpyo83uUq8k/p9gRwXjOL8Edhl3gp3vcemCr6XCsdMm2H1JtW74ihwL03sL17i1yB3f1/2u13wli8HuSLXNPq/+FS7OkzmNwcuG8UO1bVysX3cgzflPzym5C+vJ95xe8iF6s/Zwz1v2eG7IyDE/MtakzZnTBCxyrgQ7Awb7gwZxuP7NpRPsGF/mW3Hf6RDseD3zlnFR5/yfenVftS7vqOrDO2r20JmUfVW2tVYtrD1BZhpUqAvq18K9Ov9/jGv2OhQ1w9OzekeqxqzX2rghuHR1wocGmmc8OaI5vCL8COzI7HyPYGclXwK7NJZyhH4SZve31GanqYhZL2+gzAS7S2osx0ulbfhLDTi+praE9NOqa9l4bHpRG9gMLne0OUvOcvrj/NxVPyAyPot/u/yjWWx6NV0G1+O+qi5xkzsBSHjO5aI+kC37f4IQDTzGSZ1kGgQ9l8GG/RKzy4FgZKHkvdFSI+eNB3sl2K3jm1NSD9SOo/X+chORZXkujFJ3BS+xfah+hRi/12pvQJBqVb2ptvjAs31+tW5RnWX9+eqND3ZhGolW9fQ/WWW4GMT5Tu7mMYbqRzigyqQB8lC9Su+pV2HD7R1tQmGOiwmvvO5hwAtHDhAn64Zl5kQCueER7kn9mykuaJP37an67nLVGTkAjR8uIGB5E2alBkt5qLi7VVEbtl6PZxMWWE+Gsauqk02fRVg76nluneHeOsfJlTXScv5Ytxymk38xvM/b4ww9wyacjuLJOmSaLhP1jPkhH5WqU+mu+hl6DpueFHJ7mgq8qcrh/erMtfo3lZwpscJcUe3I3sNIUGHFGuxceQa7PbUlIZcQ79dUV7VxDJH6WUh2uFQajtEJdlY6h3fHIrCmMo3AzmEIdhaS/T31YEfAdvwJdnmd3iWPduTDLHM+57Zg3R3hW2oKPakZqAT/Iulz2pzpo5BXsI7Y6TjeJ5+6p74dCXYvqJ3QzDQc3npDAPf3ZVUHx0+rH0TM2zgobgM7qQcE1h9/J9hl2ZnHNCjpcLGwvNQbxXVpO9gxT37mpjYndRjGs/jsL943dFuVW1+Z03phDvM5nTFxZXsTzhvqj4BmOBsqNFzuqr14+ZbaJh4rwy3VNe729oyYBDeJ5GjI5b00WsjshOuX1M/+cSRPsHN+XAcGu1RIuroNduz8VPoRY0yAdh68P9BGsOtmBPDJ7AyUBDt7D9OBoCjTz0Savi+Uy3VKQ4YgsNTRpWa8Ov8EuxfnvH9Fmx2c5XH8BmupdsYPz/knsBnsDDAEuwSq0XQB69btlOzPumN9PND2OmB9WZKNjdix2+O8Gti5DR2OIOZ8X1dvdSnCeS84l0Tb0eA1jpfn+9fnMK9rSZ4Lo7SobnE2QeXbnMgXvNrJ502s1Hja62r+g33V6vChlp9XnX15Re1QnivqYYvV6TwlX/P9hAypP1Tyktq2calXNfJAx00jwqrr5wwHhM4H6lW9qM1AuttRHd2N0k+WY27WgdSPuYZ++/ycJ3Y5+q/sZCef9JDEtAjjhCTWvw0e1xP5ncd/GrhS7+fjW7P8nteRg96S/HGNZz+L/9l2LpOXIdPvxXovcS+NUIZPqDBMcncN4SIdLn4uYTB1nGE90Zbpp5OEz76jTZnUJoweqq5u2Fftf0fq32m7rzqsPFKFsHOD+D7wYrB7pApaPNQwjSx3Io8fXu32ppoBsFJtqItzmC+qjh8vqU0yeOmC48yD+d4t2HFZis90GIGd4+dMHBXLnZjc6qE2t1zx9YDkoI5HGnesNX7TkU+PJMHOHXmtthQjDVSnbSe7uexKbS/EYzyTky1LYOc65XINqV+y7LKuVNvYnji2j5eOuBwjb1E6Qlym+2ocjXyK4RPsCGrJgclNKUuARLCzPVB0crDjwML0+azmuPkeVeeRfDGffUd9uzh+e9UfqToC9tTsqDtqs+x7qsaol18fv9XqAyofUVXCt7W5lpseICuS18UdqC1l4OjqvWl7qhX8DWqjCcHO4OlNPFTEnAJ3eCr3COz8YmJ2+m1gR+VLsKPx6HS99IHswlMcNBDdseiq56hc4j+Pp/QzXD7sMhpoLyCM4+Pe2nOqdb6nBnI+8tOjucu4BHbuBNfnOFiPrCeDqdujzPm7j7K5rnhS84iluK5oLDvMfVWvULIwAoGZPA90SubIuk+jz5JszM+cm8vjJdAjZsdnWAY6JVLITC+rsWFaBOlVpuT0jX+T2b2pNmW2VnsnrevtqvrBaFmeC6NUqurg8Xhfm8aLV7xdV5sEdle9q8YbNP++oVoNr6lWzX8u6dtVq8e7ETwO0EczGhvdbWlQ+H5uIZ/UttxLDUYIx5ZRlylqakP/GLmQVZBOZi448NJad38uXiHc0ReTzm3yN/rZyCvST+jwXAByfS7PZ9X8TC7nnvpXJZMbGnJdbqs3JyHclQxbUts6/6pqN0kH/Vr9MMPhzl1yNKnDtqP/inrAYW+lZhD7eYZ3OsnvRvyqxHXn/xHiov6wLUYTITnR4WdpRHuhDvkYh9icmBrZNb5nfu1+8Lqaw8jPXVHVlSuq/Zy04MzJ59WDXTakV7zZOPEYe6jm7eIWpavz52tzmP+vpF8wx/VQ9e2DjEPaBDsqLjkbG/YgnjHYcRZtre1gx7QS7NhJmfYS2NlAtaIzDjqSCXYuS3473MjBL20eO862cie5oarEn0F5XS8Jdo5nG9j5PydgHF5q3s8PqW0JI387irpKvpGgw3pIACLvTY5PA1zxrLQJdgRZ6ld+J9iR60m9Ho7Azkbi4wjnQdH/DXaP1esbhYOOy5RlndSWirhtX1c7jt71ekm1v/pAMsZz5uRLaozMBJZL+FZqG6jvq39xrIm5jxif1JajvjmH+Wuq+06lWvnfpMZA6GXydy6RMCtJr8sI7N5RP3VwUrBzeIKd80GF5toxAxiXK3tfpkdSAgc7MZfFLuVrNJNmYZpkXWybF1XB7kfVM0SpTUdsAzt3bK8vIytzWWgUX5nj+6j6WTYCvg1i5zk7Z4JdiQ/rJcHOoLqnZp2UCC/14MayOL0Rw/M914V1ZAR2ZPKuS4f1MvZksiOw4/6YdJ4w3xw4WE9mdtSdt9VvoHN6PkTDlsl2ZvfcGKWT2iv8OMZIzdn4cdWDjW6rwtfralt/DDdHqg7I6+qd7G9J+q9VXxP8aTxjBz0d7DT8nL7jp7HGc9DSZ8WmS8OEzb6K+9J4a7vzSkhMJ7Tv8aRUQ0Gu5CYHso8lx91US96/qTYzll2QcdxSO8/BvkDC/UON4TF5KZcWu2z2K+0jDsOphyx2W9ej0/H5I25r1zG7GflpiXu8L4Sb1G8fy3phPY74n7luxn0UcTh9whTbK/XQ4elgWfIZ31ZfJ0sOlLzHdpzU9oi6L0q1b/oQWQ8j19TeYvezQo5UV7Nx6abUuMvHVCvEB928pTHYXVftXOR6tyX9N6rHkX9CTWGOAzs3KJdoTLieM3QcqyaE57UlsGNHGYGdOy3jMxAn2JEb0MtjoTFHAGU+svPw/otq7y0dlctyS1XZX5jjuKc2bj8J2LEuvOKKbWfO94YaaJDnsgyuX/Msxf38vw3skus9Vg8gyX0JdjngjUBE6sHOcS55V5lW5pcnBSbY+Zl3kFaWkWDKtst2NNi9o9rOnmy6ph7sHqn21xfVL3/K8p8JYcd8R63R2BAXVL0qNjoO5u87iMNKa4PUa8XMKD6juvTy+vzMEtgRuArCOf4Eu1U8Q4UmQzwJ2NHwOo/fZLtUwhHYHaqfpTvSZkcl2KX3iGyAYMfrL6k/zpLPcbB6S5VlfWRO52011nMSsLPyE+xWassu/LzvOZwtBN9Lg3CtNt3ENrOwPkeeMdbjFM+xo9LDRgDloDkCO898s/MT7Ir600CYVjI7tv9Kvec0PWvOhwcyegotS/rLcB48Hqst6bVn+Iba6gG/xPmqar/MAWlZEsbfF7Fd7S0Y51SNHs5kPlSFnh+fw/sEVja/t2l9an7uyhzPBbWVVZfU3mcq9caWVZpNYd7D61JvNPNZdzc/S6iiQeVwvu5vj/F2cnNmkX40P0Ofg6HsOq7boPdiFqbneH1woevD8H1uENZ59EITqtpe/JfaWXgfUr+0l75P8yl3yz3E4Xbi8JAQ7LhWePZI7XVybAuWxRB7DuESsjlMjbgo23PJwBz9H/Erc8+Rc4DpGa7SR0ed9H/Hy2Fu1GajoU2D/0vwzbpin9xTm/mkP4++Xk5mZH2eOXGl+LTUc6pYznXuB6rLJn9S7T1MPFXLhutF9WD3gtoLY71F6SX1S0hOCnYUgo/Ug112MMb3JGDH8TbH4pFyXVfrCD6YgGBX4vuCekWVjgc7O39HHYUA7aWYH1fjGuZZQronAbs0EH2dXjPn51BtReNoRD8O7ITfS2DHtmbavM8OOwI7tiPBjrrIfKwinrV63Rvp6Uq97rFsNtqpR0txKMItDQwjsKNTJ8Eul56fSZCzWNldyefV3kDPxvyK6vIRexE8Le4KuqJmvB6ondZqAmxWsQ3sUsENdodxX+qXmG5jdpbjwM7hvaTxofqOnGBHoyCVy8ahX0g9YnZWKtczjakR2BFY7qgXGjfM0/05/k+pKbiXgywxOwLIBfV1KvV1TuC0uM08yBFU6CQw2Hl2LgcoOhOWwO4k/9eD+8cxOz7j+KReh5hfzqgrnimD8P5eArt1xEVdzn6wBHauNzM7x2eDmw4dL8E/Odg9FzOlLqrV+UOqXMUrYdxV3BUeqL3Wl+ruJb7nVRd0nFM1ZO1X21PbcZAqwaqm8ZffzC+5kKEi/SuO213B8RMuR2Gptuw6zgcXJ9CnZU7Llew8gEfq/V3Ov+ORerhkWsx7Qug+njWn9PPkGum7WqntjfTSWw4BPPcrHQO+bm6/XghHY4fldH6se9x3anE3Y5sL5WN3ZV1OCCP1w0XWxR5+rwfPWtKxTt5MvsehwBMsrA9y3BEcEwqlzbbOMjF/qR92Bt1V2z/q/eB+1fkryOuZ5mhSD1Yrtb2ffBeTt8scqG2tSmNxX8379M2qFf0zeNYnw+Z4KlzbBnajPLujU0GyY1BBjwM7Szrl/U0wyTL4N7cheeIkDRxLUV8fqdQEPm9HMw8ifxwZZlIDS9ZDpueDSHlgqL1qF9RO+FN8m8e6Xg0c0ua+0+xEBCinkyfq+ZtLSgh2bGtpDHYEFqbLuqARumRcOg6ml+UhiJODc7Imn2fbsdxsJ+Y580NJ3ZZqvfptJH5d5iOEuah2qFEeaJDpnQlhZ9pTLfxjtQ3da/x+oLYvNF2tUvXcTWrvdPqqagfyZuDzGpN9gh3ZB1mI8+JvX3fHJGMq8bEinxTskqCPwGgEdlK/P3atniEn0zoJ2DmPHLFzCoYniKzUn1xL4CHLcn1cn38fzfE+UvOeXVLbYJWDjuso2UQyyfSqjtiYTxYhi6M++L/b3Pl1HZHlO29s2yWws7h8Tt91xkEvPY2Kco3YoNcJMm3qs/8TaJP55WCaZbKMwM6HRzyY8/FY/QnW59SWDGWf+ADsKS2q3GylCjWvqW9G4dtvQshqm9Rew+uZubXqTCknkj+ufmYwx6hcMSb1zUGVsaq42uk0P4w4bGBdU3v9XfrcaIwRLticDL9SD6G+/1ib8Cb1aufnfS6HYcTl4Mp0x2WV45kfUvPJ2IC0H8+/J1W+fDSHPaf+1XsXVVczfVy1/b+gtk+YHMndjPyXdZT8hHWZhrSfOdR4IY3TJI9Z4g/kY3nIKcvgONkm9JsRska2BNs69Xf0n3rItJMj2iC0Tq/VOwNSOBwvcTfmY6VKKS6ocrW7am+s8pvrRm11JqWoLd0z2PEIZalvvLcW4nGn3Vez6r23dFKdXPiIWsNKfUcZjfXSMtit4z7HYnZSP+NZy+PALo26JbDzuJ1g9wjhlsDOim6wo/JvAzuD2jaw85IMgt1PqgGqld5luqK6LPvjqgPZZ1Q7hFesMf+s55GzmWO8804DnfzLZSCnTLBLgOPvBEepBzvqStoDjINcLHmi1OvHCHhzAOT9g4gjua7/mwA4/f3Bs8nlye0U9yzOx3VVnXDbcwkvN9PnkvIzJ0XttIB3VI2QZFlUAC9JyFGFyxlNdP1yV+9f9CzpEthxlLYk2KVR4WWWzBM3R0ltpvI4sFM8NxqNM+9LzC47S9YlgW3E7AgOa7XTXj0Cc3qiqAc4z746L39DjTH49GDX9Quqy6o/rdr2f0VNB+w9paHEAYDshOXjsZYE7BHYeWaankIhLPUi298dNJkd6z/B0tfX2mxXAm+yNoJdgsES2HGpLgd05sVgZxaa9SeEn7RZD4r4RmB3VW0t6735vwfJ83gup4KW5bkwStdqhqg5hleW0y+RYyWr6Jzq9qlvV+V83tLxCyV9o9pig5fVmi/joO+EVZcGMPPCOMgfCD8s521tdgf/ZmO4O3rrmMtNA5gqKPymw5jw4pWAhDRDSy69LYiLB1USxl320VadtRp8+fXZ36T6dgHzL/vgbs9p3FGFMeeHOwuyyyzBMuuD/JOLKizcIpe82jp4SXU4zYkkps980Vc4mlDJiZYcvlgGDkvJy0ZwSF+wFsJ7NjrTs0Of+u+8caY8/ZOjvph6INV6vKhKT45U2/wNVXuKy7JddxnnmZG12mvheCorDSZp+xhxTnUPwi9QBTuvWPv5qktEfF7IC1oGOzu9c3w9Duz4nQqW4/I76ht1BHZscE8ElHiGSwRSKWwcckw22OVeRxuaucLKik6wo5OZaafx53wbGHymw7eqGpxSbQ8PZm+qjt3vqE76nEf8NLBdN/7OVWapG+YZHhy4VEXqvV2KOAx21+b8sb4dRxqQHOQ48FFoB7BcIw6+zQhlmg4/Ajt+S+2VS+RARZtgl4ay6+O4yRgK8+E3oJiv3Ve1V26qcW86D84s2E1qa9y4fpyk2uEmNcVlZeyrVtwn1E58laqh41maon4d/xLYZXrSJotaAuBsrL0IexvxjMCOo+ka3wSiPTzjfFPM7Ki8ZErMP40oX+Osqk+wpQFG7yjbzPGuEW6t6k6+qjrw/M05b97ovlY95OotVXb/DepPjDDQ5qAh/B4BgpeH0gCfIh7eT+CyDr6g9p4sGsPUixGzM/B4MLFwUHMbkimfBOyEb4sHppwCyHj56hq2Gff2Wjcd73HMjpbXEuO7MMd/SXXq4ZFqm3vNqhAPPdvL8lwYpZPaq3ENTXwXucNQfTxjd0m1iK9K+h+p+svY3Yuq+r2A9PK8NKqk+eGRarXe1/bxfFIzrrILOH93UQaXyRCUM4E++X6lBjOGvzRI99TzoRLhHC+h1CroOuaOjwzj8TSNK/JZ5i1nBB3nnblcX1PbQmZe6KHJBxW+Mz9n+OPMG3XAcY+GkBGvSz6VQxGHDKd1OOed5c88kZs630UVqt9BvH7e+ixt8unMU/IUXn9FdRi0YW298yeNZz/nc+MSxrO+XD5FOPbBzFeKy8v+5iHUh/fbj0k7gQ6ZMyeT+tVre2or1ggIUs9vzqtV2MuSfpkqV8ux6rraVo8EJGlzAsEAcF3tnJF0ZLJTccbSnd4k3meVMF0qYo7zV9QM8Xw1Drmf64Y8wPGRw+a+A3+OAzv/v49r5M9LYJcAtFZdfntF0pfVG7iOx5MMX1U7+0XqgYSDXJZ3ijizMzsfCXbreCbB7kDNieDnc3Ah3+H/G6rnnPg62851Y6dLAgzbmjICOx4ZnmBHcXz5SswlsGP6GSbzeBzY0alisPRe45yk8nOu8zMnk5p73MaMmR2JstQqZV/9lMQV1WkFv3leeP6a+sY5CdhNqmB3V32DWNiRUvndSPbg3ME9KmJRP5qb2TkOG4MEFI6sHjUVcdBI5ChM75DreAR2LAtPxnWZsvO6XPTMeWS21/FIdR3cW3h2pR7YP6t2qp/ZY5aZ9c58Mo9kfqxnx+N8JRscMbu3EI/Uv2+KjC6Z3YtqXuUR2FmHhecy70sgItU1nrfVHwU+YnYZjwebBKslsEtAY1sk+FHYxtZROkgMdn5pIRnvyZjdc2GUSv2+RhtNL6tugWeXo9ruqS4O+IiqH+ZFjcfDx2or2dmsFo/XVh93Hfu+ONZw7JgQnk1LI9XnkxypLThxesyDIYC+q1ST5CCEnJzllfqFFuQF5iB0vrvO7Ys0ZDO+tfp3jPMeF7n4w9Vdj1X9ZuwifN5hfZqut8ETXglRhj3zTqmvz+yKvpYwTgeGt/+nf9DhczZb6vcTc/b6Lu4tdW3qQXKrJZ7mz9vq9WAE4ZaEmvz2M6M005ebFCKHPfdfDmccUtyXXlR7vWYK4zmTMur8r6h6bXI8lVoHf1XV6/ZJtS1WirDctpMNmuOa1MDuHeQteZoQntt9DBzukAQ7kvAlsLuLPE1qq++SZwrfVDDmLSdglsDOZbRzd0/N85hgx9nWBDvXD7dV+dpD1XNb0oi0OE7PaHOFFc+AoRAg2IFHvMP3yB9yICHY+dk1wh6pbdR3/Pu4x07+jnoAGRmJh/htfWaejwO7nEBLsGPaI7DLuJfAjr+ZN+pcgp1todEKv7VqXz1U2+PNfDi+Mwt2if6TqjftbfUKnUpzQ+1YyiuDcJ6t8mE2x4EdFfyWemBaArtkdmRlPsBFau9rzBGdinNHvVLu4z+ZrcsmNcbB6wYmqYGdDyiQGtilMeQ16/nqFabDpTvJDNfxseLfk/RT2jQI/dt1eHvOg1nwgfr3abmtsr6ZTzMK32fbsby0EhLs3NEOEd7XGZ+N9Jx2eDPyl6wtGaPjSrY1EoIdy72N2TGcw5yW2eX9tHQIdi4j64UD5FW1th2BOtcKjmX73Wck9nmRxH9CbcmfDzD68HzNxfdM4nfM91hF7jKvqa2iclqp/tLYMNAcJleDF212o1G3OVSbGWQ3J98ajVGZV8bJdKZBOOYtZ/V8wOUK3z6CwF33WyT9UjW+xrHSnC+F3ZcTCOwyzK/UO+8V4QxZuSqvqPfn+Zoi3axnDovkx+m0dlv5rWmpH+zCbju/F93XnYZ9vb5ObpcGnfXVvNp5HfEpl9XP00e7xO+cB+/ddNhc0szyZf2O2pB1Mso365/tJFXouqm21Sr1OmHxzMhKVbl4MthHVYHunCrYXVHlYgY7d7y16v6El7UJdlIdLz+jTWCg50baDnbcU2BFKeqVLMHOnfaR+lPJEuwyLf6mQXpasJN6o8dgx4kLP+tn9lUPiPpl6g9zZJ6WwE7qV5GNwIGAxBlddgapHcaZXq0R30nj8iRgp4gnwc76lhwwO/a+2nJU6s9JwC4nQ2ifTHoysMu2tTjOJwG7jOM0YOf/ozbmYbHp1WT9nDkp6sGuqAKbWYeV57qaoXWkBnafUluWm53sjqQv6snBjkYDFUUIv43ZcakkOzrZAeuBv/fiGcfP/Er91IrUOgGnCxLsnG9O85hR/0K1Uz2Y3wQ7zghLvcHNAcd5OUAYMjuW0dMj99Wvnx8ZsgSLnCkcgd0IZNihHqu2mZkdJfXKxtcV9WDnMF7rxfDUQea5xLX00CbQ0NAbDSzUI+rnk4Bd6jvLcRKwK/Hxcz6+kvVEoXd4LM/FTKk5zVptG+4DVX/Wh+cw5mg/peanekn1vfDmc/QB3ZL0Q/P1v22+xjFx5GPgTCpfU5HQYA6Vq8YdP42UkY+pxL1Mn/XibzY7n+MMaV63D4iGHX9bOFP8VdW6M9TYMCWnTJXyhILz4Trxc3SqE+65wIRQc1n9+0NZPrbbHp4bORkSpoTfH1Z18PtcNiHsC2rn+/mQSg9hbGv7Py30a+YS8XSEJ8dkOa1DORTzm1u6EhanCO+0HkQcqbeW9CGPoD7hyc9Z9uIaw4x4mMO7Xy0dsnQmxHsn3QEeqirjK6oV87IqqP2MamU9UrXgv0XtXA9W0D1Jf3W+963aNAiSuLMxjwM780byoAQ7juU2wAwoCXbsEKOxKcHO8WQcBDt7qkaTABk3we4rqvXuA4DIg5bi4cFH2cGXwG7S8qnF2ZYEAbbTXvxmGyfYCfeKqtPjbfXvOnfYF3U82Dnuu4iby0ZOAnbs9NYRxpUTFQl2rAty9tGM6XsFdsy/ZQnscusay52/rX/WpVzWfGbEhfO0+5EqmN1RnQmVqqdjT+39k5OqIfohNW8R3euPVVngBVWj9UnBzoBFsbeEyyYS7IraUmQqc7KINGROAnYEDy5BcdrOs/d8pNKnwtPt/6ba28f5/q1kYMJ1s/E8vpFt4vKznqzY6a73vscpPgl2NLhyP8eI2ZHZf0IV1F1Wpy9VsLusumbvAZ4Z7cUg2B1qO/BTEiw4gyxtgl2C3hLYjTyLvn5asPNzOVs6yr+fY3o0upPZMW2Hn9SW3eRBD5uS7qNFKaXslVL+h1LKn5r/f0Mp5QdLKZ8ppfyRUsr5+fqF+f9n5vufPkn87m7ma6+pnVZ7U42vvTpfuyDp56lyMBtfPm/rxyT9Z6rQ9TXVbmA/nNWQv6kCri6ebTWCuZyETiPXzW9VNtd5AXmhSkgN6hxPqpahggYN/YPuHu5mNAD21Hc/QgxXZX1VdQcAt9MLcThP3LLu/KYK5yKE5Et8jrCSkwX27dHYLRov603+I/U+Q+cpd2cwT++oHThv/ssyUIcoaTSPuG3CMSemCMGEmGx/1tF6EK/it4XlzXIUjesj88GysKy8Zl0f6a60qccj/X4/5WljXTduT6ogdU6Vi11XO5331fn/RVWD1LEb7B6rnhz2X0j6nOo2GYKd0/I3eQfvjcCODcqxjM9JvSePS13Wczl41kGCHV9WPBpHrQwGqAQs528EdgTD/fg4f6+rHvWd+xTYIY8DO4L7qNNykBnxqCXwcvnJTbkVi2kxzeyURc3opTfW6b2tCnaeKHmWYMcXTEt9Xfi/22q03HcJ7Hj9vQI7/s9rOZnj+hj1t9XgObbLM5ani3VkSjZO31BtTL89/opqJdxQnXbYVz2a2u9P8CyX2ckPqZ0+4f1r0mbDjNZDOz7mz9fZkUfMzr+5id6M4mDOP5kd5aRgxw7v/CeYJePh8lqHN8j52x39dW3uhxgxuxyVHYeB9gD/OUNqYWcX4n4c4cyQnX+WPY05gi6fpafLYEc9YOd8R9UTuQR2jjOFAHUc2DEMQcflJGgmIPCgJH8nOCwxu7RmtoGdcC3zwHtMy3qWLJOsmu2Vg1zu916W00DhPyPpx/H/35H0O6Zp+mZVjf9N8/XfJOnt+frvmMNtlUuqBuaVOUMvqB4s+ctUjc5vVptM90qnK6p87Ccl/YSkv6xqiP6nqpMG5mYrtfOn6IeiquY4Rx8Cjb0lQ2E0nvEZczV3yyT1hEQ/Q/6VS27Z5deqvp8r2mxyljNXz12an+MzRwjL8ZJ149/u1pPabON53KewC2dds2uaM2aX24vnqPpcEZXdKw0k1sfX1M41yWfI/aRx+7A8fJ5btEbdL8NnvXKoyHD7eN7vZHe5cpk19VPq6zpnvfMNbwyftgTzP+pDI86WeRpdd5kJX++jPDWs0wVVUPOKm+uqyz2+Q9Xo/JSqEeoZ1MM57OdVDc/PSfoRSX9B0p9V9cCZ86zUvz0hwU7a7NBLYJdeNv/O8U7aNAD9DDmIn8mxaQnsmBcuG7iktgJrBDQEOyvX6BmOowl2vu7wTwp2/r8EditcY/swHNsu+Sk5CMf/NJC+pn5iIMGO9fW0wC4ByUDE9nf6LqvvnUdaUg/4TxPsmEbaEnxW2qynMgjL388P2D09rNO+6okfJvqXVDfEf4Oq0fkRtdM7vTbrkuqy3DdUZ/c+K+mvSfrv5982nIraMlC6aWkkjcAujTH/zkYYMbsMS5AdMbvTgp0V1vlMlsZR1mXMTnhZ7VClJbDLchDsuGzDYMdX7bAjpAvZ+XQ6BDuXzc9mu43AbsTsRgyE+fqq6ixnso09tdfaKJ4/DdhluAyfBj3TyjBOm8zO+5PJcBPoMm6mYXk3zG4EdmzTJbDT4DmSjJOB3YmM0lLKxyX9/9n7sxjLki09E/v2cY/ZY/CIyPFm3nmokWORTYlUixIhCaSErn4QCAoCupogUP3QEiAIglj9KuiBj2S/ECp0QyCFlig2gRYLFEGJKomSWk02WcUq1nir7pQ3x4iMwT08Jo9w97P1sOy/69/r2D7ukfdGZDKKBhycc/Zg24Zl//rXsmW2/4fAf9L+D8B/F/h77ZK/Bfy77ffPtv+083+uXT+btgjfmIbgRfLdldeIWdJzRPTRDXJZ90OCm/0D4P9H8DbtKXa15XudmHCA6VDwLvDIqKpLtHSoipVDlL7FGbxrNaRVZr3bvcKDktY0yq8izuDdDlMj5JDcWKcu+ZfI+GQD5PsivT18Nlnlcn7kdav5S8x7beGwKyhWXZUqJ3No0rd4N0zbbKAvyA71DmcOxe7nqf4omHKjjc75yjV75VMZfajXc550jZfrCqtQJhlRXWp5ehCm/LwfPVjJ26nXHmPndw/SKcclD1WtVNvnUzZGnzvWcZ6IHdeeD1vtt8DuOvm+75vkq772CZD7fwD/nHD4aiPL7Zbvdrsf5sHOncsnBbsKVA4GnpYcD3Yqm56ntRebpM5y4XRuAsH99lgPdnWwPyT3GemBnV/rwlr5hf+uwFjBztteEwqVU1bh12CWbCzseOUCnrz+lbutAzvnW3ODmplzzwJ2Yznn+VawGwhHjX67w8D5US3PjwLs5oDYy13HzJzseV7+/DoW1qPFc03PHes4S7A5ke3z5OLkS+Ra0n3CAPU3yH8T+FUi3u2uHdc9W+TWlj2wg6kb3wVDA6EHdmO5DlZJOOQi8HVg58/UmkZpbQ/vwMrvBuATAux8lgpWhd7Le5/covMkYOcDoGpp5e2bAs2Bne6TobxktT28bdVH58gQbm+znuHk7VSZqPLT8z2k2oG2vt/Tz8O0jZ8V7Lw8tX39Old02+U8TJXrOrDrsfFnYXZqY29vSn7+7WXo1Vnt0wM7B9L1ZudJ15T+deB/TSAMBH3aHcdR0vo+8dY12vd7AOM4Hg7DcK9df5s1SXsBaMXBu8Rk+xa50eRNMqxURulDYsidJScYrhPDf4vwxW2RKxocCtyJXWeaFqzCRtWJfv3S7vHk3AP6XSnx8WcoH/lJ/Jm+r5VEXP4V1611OKsslWM6pPkQr+KkYaTyKz9Bki+Tc16g9b4+ZHwoYPm4ivE2El//NtN9RHr1qO0rPigj31eDKHkb6/l+Tu1Tz/lQq7y7DuWxnD9gumpmLo8NQs5dtlxeNphyuqqGKyT1Zji9DpVDVij045TjNU/vm9omVdYqNajj7AWlv85zxrofbC7zlAC7A4JHnCMJud6fpMZ9RIKduM0hYeCebt+vtHy1fMONIR/cWiqE5a/rF3YcpoPCr61gJyByodP9VXB0bMPuU7lcQHWsPkMOYAl+NQbc6KtgsLTvnjD3DCiVqYKdlIoPNrVtNWI99QDFn6W+/C1Wo9h8gHg91G9qSwfkseQxB+61jyrYUc4rVY5XwQ5ClusSwZqH2vd+KZ9zJa+712UdsHh5KmD3+lv3juV3Vag9ANXxk4Kd0qcDdn+d54p1IwlYI+EG1xvJ9SLXJdMdRweme/8L7I4II3STIPKXCcbnYbTO7JR68ehzYFdncnpgJ0GvXia/p3asM6d1zO6UXasynmO6C1rPo1G1vRuIKkMd3F5uBysfoK6JpXCcNW+SYSQ+OF0xeLm8bLTr3yKmjf4lufvaHLNTXzhDH0jQ7YVs13ao53Tc27A30P16B4cKdgvynRGana2gpXbYJJS6l68H1PV/Zcoqm89EH8fs/JyDaCULc8yu9utxYFeZ4Hw61igdhuF/BHw8juOvDsPwZ4+7/qRpGIafB34eYhboEqGH1UXyr90jX58Hoa9l5MhAFbwdEm+0+hI50+ow1QumgCmvcf+E/69iOqlL+xZs+H/xQnEZf0vCUM5JxAQJggNds2Aq6i6qp0q+VZ86TKhOm0yhFqbDX/V3aFa9BrJPpA6kOpQcxqrRr3WiB3ZOz9TO+f4WsR1y6fo6LqD/lYPqmPP1CjHuC6tD2DmTD8OeEe7Qpu8lIa9SO3cIJ4ucJlLPXh6pCK+Dt5XzxSqn1Q7wcvv9Xu8etNS61Pp76qljv7/HZetzVRenDC8qvQisY4uYMLhKvhJki6jsIzKKbSQ3qnSw08uPD4hw388TvG2bqWNUDV3XHngHVGfsHNhV3ad8e2Cna+t/gV0NS3GdPVo9NbgW1h4CkjNMjWofLA52DmLu+fF6Yfc72Cn5JkqjfZ9lCp6qr7i0g0t9vuoylPx17BYxOdQDu8rTBvvUsGVfdO8D0AeyH+txVJVVdeiBXTWwaPUR2N0jwE67FdaIxOPAVP3uPMjbgnK9c3pXXt6v3ibHgd0cl61gR8nrOLDz9l9HMJ5DeiFYN4l9E1E/TxL3Q5JFXGEqsIqN0suZXyN35brCNKZ+DsAq6xnWXKu8egxxDuzE1MR8eszOhakyO79eYKeZPBl954iZZIGPylWBnpLXHNj1mJ3y87gwSJA9W8rlMXzO7AR2Z0ig9DLKibBvdf+QXOt6HLOrIORldaO91rtnzPl5B1Dvk1qOyhiVzyHpKd0jwE67FWqqzO9zJuqA7KDlwKxnrzPm3LB1ZieFuA7sap3qc3rMzg3tkzK7+sx+OslM6Z8G/p1hGP4C0cKXgL8BXBmGYbN51d4itrSifb8NvD8Mwybh0rpTMx3H8ReBXwR4axjGMwTH2iJ01yFhiCg6/BRB4DeIWdQDYlLgYrt+IODuJ4hhfIp8M5J0vjeLJ9dtVefpejdievpf17lfDnKYnyaM7vfI4Sfo8KFdHe9ePueZDp+nyFcE+j51Lko9f6F4w9w7zfXb/VHadqDWD1JN9Pw4PfHVsiwfMspnYcc0C3xY8qlJ1y8IF+4tu07QqPv1OsC64ZEPJ+Xp/Vkd8z0uc0S+G1fHtMHqNRK6nrQy7pPvh3V1BglTzslgKrO1jBV6YFo+b6ee8a1v7zuH/ApbvWf0jjtv6xm3rm560aEvID13rBteGUbOkOsVXiU6+B65O+oGwcE22xMOyXWR19s154i1qHpNn8DOjbiqN35QIPvugV0V8J4BdBzYvUaAnYNWD+y8bD1DoDpbN8n1kXWyog5K/RYfPM106ZfK1QO7UyRvrvU7YnWnWudHFeyWTPm2cx43YtV22siqNzhrX2wQiuU2U0XnDgEHO2+r3oCdA7uxfBzspEiUDpiC3YN23Q7Rd7JLan16/EnloFznbeJgVuune/z6+vs4sPP0owY71e/Fg93zx7rh8pja+FT7PiRmSvVKlQuEAA+EEN8njdGLhDBdJRbbK2Z/jwBADewKdjWp0b3B58BuHbPzvCrYfWDPl7u/B3Y/aClWvWiukQV2D1g/pVIFR22idyLUc/7bwa4yO99aWyzcBVn18gEgliZDzN3pIzkTqnYVyEoWekDkjGWTmLD/wK5f2kf9ISasvBadfHtg1wM4/y0FdsbuE9hdbddpp5I9Auz0skqYylpvTUdPafeYVmV2lOO17BUAK9h5O3o6Kdj59xzYef3Wg92xRuk4jv8R8B8BNI/a/2ocx//pMAz/OfA/Bv4O8HPA32+3/FL7/0/b+f/nOI5zaAGEqP420bU/QQzx04T4eTW0mfeF9vsnyXeXOud4TG4o+AUyZFNN7lFX3kW163qi2YOCWjn914qDfUJ0PyzX1Pdw1mdItwk+1LUyPHVeM3A+NH1zT5+NXZKcdWAaadYzyo7sfw0xXdgx8SPnEXW4bBMTADpfjWFvN+zcE6bDTfdX34zfv2N1r1F2FcZqvXXMVUQdltXwVx9ByPHYnqsNlSSbWt52u12jdc/OxR0yJLs+9JUqhHhbVPXq+ToMefLnuk/Py1b5YuWV2O9lOV4dL35tj2euBY3nkF4E1nFI7Mx2j9jwaJv0WPnAknGiNZdfJRfXK4T1KTE4FOr7eaaRXtI5Poirjurp3h8F2L1v+cM82FGuE6hISD3uH6bhBrre9aDPQEIKm092VH3eAzs9dw7sKmD4YOqB3RP6gl2XUj3tXNMzDp2n7ZC8Va+Y8WfV2dI6aJ8V7PzcbvtWfTX7f0BGaqodtBanx9FgqqirfPRGlU+qOdjUySNYBTuvg/fBHBDr+1nATvmcBOzmwPw5pReCdSwJcLpLgNN5Qjgut/NiMTKKtIHRdXLr7iUJhk8IYd8n3xDuguuxXz5IetMOzwp2DhoV7D6wa8Sq5IWr+XjbiJk42LnBrDZRkqu2B3ZiO1X7+wBwAT4O7NxbVgeCg8k6sKuep8rsfLa7MrsKVIvWFnfsuFhX7UOdq4bUwvI6Kdhh1+60Y2fIaQX18z7B7nbaPdtMvW++tgVWF5J5G6wDA1ei6jNvO2d2ytPBqAd2R+V/T0lgv9cxu6oIK3i6bPbTSdeU9tJfBf7OMAz/W+DXgP+0Hf9Pgf/DMAzfJiT1Lx2X0X1i+cznybchCGIEAZpV3CT8bVtMN+85IsT1IQERNwijVktZqo+iznhVPaRjMBVh7JhSdYpCdsejcv9A8Mx9u8Yd5xoK1YD2ax2SFOTi0f4LYjg8ZnUpv5z2Neq/Z5D06ujGsA9bcWSYtqkbbHetHvV+7B4fCm7o9lSJJ59U8fBmf+PDwGp/yHBVW2lGeN3staIqlbys20S/7xMzoTvtuKIutYfJDsHpLpM+ROW7JI3xC0wHqsuCG8OQ3FRjQ8e8rXoTVD14Flz1IkDnoKuXj9pmw+pUZVjJHQQvmKetSz8yrOMBYZS+ThJ0H7gOdgMxf/F10hBTY+0SAnaTALvXmYZMVrDzY67TPbkQ63wVHheOObDzAS6+2QM7/ZZACuwcgJSXgMs3BxCAXGjPdg7ogDVnlNdnYce9fFUxqE61Td1gu8cUkHpgp/uUvO0r2Nd7fZLl0K7zyY7BjvlgdIUhWTtDRtX1wM49eWoX8dEnhOzdJsFOEX8Cu3vtt8KYBFIqrzZSPWf5j+W78tUl6aGta0Aqv3MFWwELu1b9PZZzMO0LXec2hfIU2O2zPvW8wJ9++tFhHY8J79RFckGWd6CzlwXB6r5Aajt93yeE6U579NX2v+505h65dcwOpkKmPOYYoMqq8w52AgutK3BDq64bdbA/y1Tg6oyVDF8Huw0S7JzVSGAXdq3q6EbMHLNzA7PH7A7KceUhj+euPbvnuq5KwY+prdYxOweyfbvusNwzshoT6QxaM7PnSNCqBrDvuKf+1ud6e/7TVud7lu+S9CDfI4zWU0wdD+ozKQ/Fx9V6er85ANaQnMqQKrNT2/bAxfPuXdcDO5dTPUeEpTfF5P9PDnbDsc6uF5CuDsP4lwj9pr24ql6qhpuLoYbFd4nh+i2Co73dPoLDXqQWlidMm0vidmDn/NlKrscdArD76rCrhrFzDL9O1/hqBH/ueTL4wf1AyqeGHddneL28HerMIuUa+cM0hOfaT23sIq3r/N6qDpzPnbI8XJ15O1dxd1hRfnM8w2fuFiQH+xyhBh+x2odKPYfBglCd54g9BDcI+dRb2e4SzpMn5J43W+0aTYbtEPD3BvAm6SMdWK2Lt8vNlu+bLV+9Hc6hjE49KgSN5Vh9jt8397u2l9rWtzOo11Tn0X8GvzqO48/wkqRhaxj5HxDGpjhGD+xg2jg+wO4TXO8x8B1CaN5sny2mgAInA7sF6S3zcvSizp4F7Go9YMq/3AjQwDsJ2AlIHOx8faoEeQ7snHdVsKuAuCA5cAVo7Do/VweL7q31qu3YUwQV7GB10MAqIPZ4BuWYohDfIsBjDuw2mEYDukPiPiHHv9/quUtutrpDyKnaT2C3Q3iXBXZPCKWttTgOdl4v/60Igdfbs5xj1smd48CtHq/8uechq57qCnZqs8p758Dul18yrBvOj/DT5O5rWl/goCbDsxJw/X9CxJgdEVuOXyW8eddI8KxE2QdxNXAgvR/ywvh9PUJftaeSe2n0qeV3BufpFM8OdjICBXY9IJtjdtg1dXBXsNtnCnZV6ztzdWanvOuMtdevB3brmJ23id+r7zqoKkPycstA/BIBdvfpe+EWTI3bDfveI+TunVZPhZtr9vQpqYjOtmt3yZl/XXOVWBsN09e+uOPD23CXkJWrZGyo94+uq/1a2wa7tgdEPeWma2A1b0jD9AmrCnIO7H57Fut+mJnSH1k6S+jCG4Sf7BKr+qhiv7rvFsHPdtrHN9b5Evk6Zt2nvHwtoQ87H1p1gqHmUX1MOoZdI9iVU9X1nN7O4EuXanfK9+fOaTdkfbbOyzWW61TfU0zLXUWn6unaPkpu9MIUVqoRo/LUNZM9o1LPkgrYIJwKe3Zc/rg61OokiquJOXjWM7z+vvWg2l1tWHmgl0n3PWzHH7T/Ujvyre4x5adaSviYWIZ3itwL5Aa5NeKSUMdyxOvNIWp3beb6qJ3/fHuOZn0d+pSqqqn9Upc+ed9i/122PVXu7Oqpjqt63UuZzhIC8D7pOaj8yTvAdewdQpfukbv2Sojfbnl76C6cHOwo13k5Kti54xu7pgd2epa/2kYDpTpP14GdgFLPrc5iH/Q/DNjVcnne7ulaB3aVK/q1Vfh9UG0QBtueHT8O7Kqs9Himt1nlrPq8a2XugZ1zcy+PQn4eWltplnCD5H16rkDxCWFjCOwgZHvLynuJlNMzBNipPEftv2+/Lx7nbeqpgp3XrcdLh5n7fMy4bHn/uzdVefT43EsNdiKqdwgj8vV23DungpMG3wMyHvxBuV67i7iLu3ZkZWY9sMPOuwDMgV3t7M1yTnnrNTGPmRo3PliPAzvfWKiCloTmpMyuBwpK68DOB4CDXWV91QPU8+zp29t1iwCI48DOZ4xh2i+957ijwOVC1sH37FqFa6wDO9VTYOfMTsdlzEMyXR0/IDxo2qVQ0xbnSTBzb7KYndr0iBhH8hi/STo0JEO9VMGstu06sFM/9WZfK5NTrGFVLPU5JwO7z4RR+ojwO2wxjd5RdVzk98ndWT8i3mR1r53X692uAD9FRsdVPVWhBTsOq1ypcsYen8COLctvGSV1t9uDVkY5ePVM55X6qA0001SP+d4mGtoKjNHxJdPXTXsEmtdNQQ4OVb3fLl5eZ+eHHrQgFaJyYddp1YhzXZVJsLVkCusOGwPRlntMQ3fr8HDVUNXAaXKioA5RV1l+bINpGz4g+N1Vct9A7fMxkjsIqx3UZvuk7/YMuWfhx8QExEi+Flv8S6GwS3JlyyYh/8t2n1a9vEFMQtRx4HWbU0E6VlWP+/PqOKhcmPa7RrT1oFB5jryE6THRUeeZzpJWYwEy0mggdNi/IvecOEMuvP8GGV5Snf3eaRXsNCgFNu7Rq/fUcvrggz7Y+YL1A0IwHeyWTGcQ9Uz3BPlME1ZeldPzcRA8Duz0qWA3rPmt7wp2PlGiOm+SfMHXNajvNAnigHZERoQ50OjeCnb3SZ4C04Hr/NE5nMrtYKd7q6xUsKsepUfEJNYVEuy0ZkRgp+TvcX/MFOzOErP9HxPv/BrIjVt1n4BD7X+D6Lsr7fy3yYmvV4lIO5fV2pfPAnY9Pt5LPnYkfzX15Ks3MfRSpKdETLeIdg9E1MCK9YYYBN8jB78G03liSl9bJNY8XNC9k5XcxdoLNX0WsJOWkrvXjZkDIu5PQttjTJXdOrNzg0mA6cDnu2T8KJidrq1GprdtBTtndvqv/LHrfHc5B/KRALDeIKhgd4V0t88xOx3rgd0muQGRFN2zgB0EaAnsNFMpdiVQUxv6WpsnhNwK7LRH2N2Wn5SFdiaWt83b/BYJlCNBIPTsbcLh4+lHBXbV2aJj+nYFfBJm5/fPp8+EUaro7q8RusmTqnREbjCo1QX/lPQ3aPOjLxEcTb4qQdqSKaz4UKhdBGkw1GCHyvd6ZF1Jz5LfxJc86XOP1W7y4VR1oHwjfr7qOJWnrjrwMuvj/FPfuu80uZRb5fe69mbQsN8aotW57u2wwWq/eD3c4PGZQSWf5dxhysFcTVTOP9r9+t4iIVvPd5hV+Spf9KAate/dduwRIa8X2/Fdu0fqS2ueXyXa/DGp7q6QKxh8Rt3bX/ncJvc5vEvYL/JH6i0aj4jxoudXuKp+W5Wjynbl5p5UtgpvPo782l6b1r0AX5qk6J4vEPpEyRtmSQizBsA9YnXXDrkL7xnC0/BVpvtfSBh7UVDVUVm9I+v25fBB3euwHtj5dUvyNSeeHOyqYLg3sYLdonzXTYgWTJ//w4Kdz+5WsJMB7R5Hv0d5qJ80eaL8e16d48DuNqsOAedS9ePlGghA2mfKbR3sKp91jjiU/HZJLrVPAA6E3KrealNNLr3Snue87hK5maWXzZ0WtHw0+Xaa3KZ/0fLQ63q0BbqDXbVh6jFNPnmqHM+/vY2rvFWwo3OP6te77l/7JIPqS+TmRrBqlO6ShtY+YZA+II3ZU4TAvFXu07evy1PyBvWOqMwO+p68yhwqe9CgryxFA98HqJenGk1KvrvbScFO+dZyfhKwqywJpu3s/73OAnf3sFWw8zL6LJuuu0B6W5Uq2NXQ4ApGXlf1jQDnIukFVDv6InrdQ/ntciDgf0DurKudCAfSwFY8mm/wcIU0jNVuCgnZI0NxZdx72x62a66R4cMC6dPk2mQtBptjdj2w61kYx4GdvtU2z8rsjge7z4RRqqQu891GVXWFJN4Hfgf4zXZMkw0XCej7Oulvc25Sl1j5b+dw3vy1uf27GqJae+q+BQ8YcbGuPKHmXyfDXcQkQhruw5pjvhbTy6qkPDUhUY0LHxoeuaZn+cfDiMU7/Dl1IkTwsqQvor2h8dDydqj0SRpXM3WIqK4VzjT079gx5evcusqk7hXMipedJWbx5TO7Rjju75L7t0G2r97qcY6Q4UuE418Q9V67/oCAHnE+L9d14CuE7+0+00m211qe9wif25tkSPCcPCt/N9orvNR2gb5sY99zsuhlkU1WQ9NfquSeh2pUaLH2Q4KffZOcSpcO/xzR4RrkVV/0dC1Mne4V7HR9D+wcaJ4F7NaFOkK+vWC0/HqGZt2xTYNTA6/m0RNWSLCrPPZZwE4bN0F/40tv15OAXZ1AGUiFNwd2npe3b+WlFewElLdKu/TADsvD21N9Lef/DRLstgnA22EqYzL0TpNLsL5MAJFmRzeJMBNIsBPnc5C5Srw/7gYxRjQ2FgTYab3HHQIYxf/UH2rvOhHgsnwSsPNzSp7XcWCnMux0zr8USZ16SA50mDaktqLcJzTk+4RwnWvXniU68Q2mxoySa+MqvA52fr4yO58Z1Gcd2FXPj8rhBL8aTKq3G8W6D3Lw+UCszM7BridgXn5IsKvl+GHAzoHnk4BdZViQHqU5sOuFXXvyQessW4rjdnl2Zazer96mYkACu3PkO1VPE0CzTXrfHFgW5NTYKYLZXSWUuabKPiL7QB40rxOEM+dtchtXGcJHhKNGBr28dFoP1AM7Ty4jz8LsKvs9KbOT7O5ZmfrpM2GUjsRyktMEzxJUaQ3eAyKyZyBeHfMuqQMvEkvpv0T4IyQGMF3WVP0zMO0WiK5WSKT7vrwJK3+cM8Dky/GywKpPrv5XeRXMoWj6yncq1+vBrIx7D9hQsIn4nOrqHK1yUlgVNd2r/eYqt3Z4rHBbd65VfjWKz8tVxbjyCocPHwK1/EtW+bPDz9LydN+f+tLlyfPW5xxhGGr1AARk7RPyrH3f5BvTUvnXCPnda79Hcq3paQKabrfPAWFkyjh9RM6AXiGgTnuKnCXGi+ycbSuz97nkYEnOqlb17H3q6qPCkcN7laMeFLod4mP1Pi9pkvfji2SFBXaPCL23IOKvb7R7NGnwdUJHXSYHuAYWrOoOF1Rv6Ap2SuvAzj1lyk+DaR3YjeW/JwGV3n5wxOrgcn1aDU4HO5iGOmwyD3ae/0nADnKCQc+r/MxB51nADqZAtmC1H/yaheXhgObKATtXwxaUpx+fA7sqRwLmJSGPN0mP2kCA3RMS7A7Itc9S5gK7e0R4yEhG5p0hQOo2MU4eE2B3oZVNm19eaNfp+Vr78y7B1bSOQW3nisVBq75Cx0nDcWBXQWuOr8+Bnbf1Hi9hGggU/4gwLJU0SD3+7aN2rRrpNGGIvkZqUpiuo4RpR7im8kEksNM1ldk5sT4p2El76pkyGpXG8l95KJz1pMzOBcfBTt5LXy+hRVBeNp+OeVawE7NzEHHW4EaznA4nBbsKMPX5ldn5wOsxu5FVsHPWexJm5xZC7TvtyHaa3CBB7n+9okisTu3+gACpS0Q0wFdbXgqB0W5wt8jwkAvkq2QUL3aG3B1ug5BneQOvtbwuWz2qReFg52tqngXsfMz0HA4nZXabHLct+WfCKJUv5Bbxapg3CF3zLtFFO0S0mzYYl4ifIYzSP06GQLqB4E2t7lKqOhqmaxorXNVu8sCNkekbpqovp/oqKgzpOV5+38BG53wywO+B6VBUfasvSOLkS6+w+7HjPZF0ve5LvF2cYSraXlbnjs6jxF3q5pYbnXznfCyK3u/Brw8f/a7w0xtGWjWhZ9O5rsqcjp0jONFd8m1rTwh5PWP1hYCghwQEnQd+g9zjTasOtshXAGqFDeTqm23CD6f9z7wOp4jJiIskPOqNJG48VvumtqP3hberq3TlU1V/bZ+esapz4pg7vIRJgHGP2Cb8DQL43iPB7k1CQG4y5WgXicXyEhwX3gomFdyU1PgCAdfJSseBnd9TQ097YOfl0rcPGoGd5+PLVXRPj5cIKOp74nX/JwU7F3YNCF/XWIHF84Opx1JgtyA31fRZzAp2VXnVgSa+Mgd2zgsqKFcj8ziw80Htz1M5luRGDjsEuKndNcspQx7Ssf+4tcWvE9xOBq7AThsliX+PBEi+S4DdFXICy9v8FPD99pyLRN+9SnrwXKbgk4Od9723pd9zHNiJu2q/l5cuqfIPCU12ldA+HxOdf4/onCNyYcuCXFD8ZcsDcqBWIl0JM0w7+SlTMIPVjvTB41pwDuz8eBUYT8eB3ch0wySvp85XY9vfB+EeKt9tRGURaDvI9JidrnFmp+RGSPUQ6qNZPge7y62+bhD2wM7z8zaD3CyrKhlXRHMD9Dhm5+WvDgLlr2+B6lkCWHYJsBPjP99+y5AXs33Y2uAM8F+SLE6zt3rFjxSGZsEfEo6ay+1TN+Ya2rUftjzOkU4dhY24QlI5KxCtA7vq7IH+/fq9DuxGcle79QuzPhNGKeTQ+69IX9hFcmhcJBynF8khqRBF9wVVve7NU/W9P7vqbFgl6Epq5lfImStY9dFUou9DyctK+Xb+5HmId3kZXRR0v8OvSL5zuMphfE8Sh58rpK48sGthGtRR4dyhTWpC3zKsVR69zm5Z8qpw7/Wu7euzo+6H8Tdsqa0E397fkDBaZwhVbvfVYe2kNrtpbbTX6qVJLu0f46sNxLXkW9smZyjfbe3+Fgkltwhou8jUb6xZU21OqZUOWqq1QfqbH7S2vsR0R+qBHEPeNlXNVs7l6hmmY8q5fpVx7PqxnJesCv5fuuSV/uekYAnYxvb7fXJzvpF0rrtnCPqgo/P+34/pvsrnPinYeb3U6RXsqkNc5emBnYyayjkqn6p8w4HGn9EDO9VB7XCZ3FRR/SBuIf7ieUIOGoG7A5QG/Gj3a4OjCsYLVgfDnI73CQvfrEi7x7nzG9aDnfMyB7vahg52AyEHUhhuUCofn42eAzuB8/ut3d+0sn1MhgaLX9Guv9jq+ojkuw9Ir/BrxKTco9bWF1jdft9lsypEyjWw2v46T/ntE209vl3B7pTdc4aXNEm7fJfQbAdEp0hLnyM0pYwahRaowV3zHgd2MAVIDaA6KHRM11UCfZ0EO9diPbDzMAwvQwWoCnZu1Faw0zOqZ8/z99la5X/E9Nlu7HpZrpEhpxXsqnevMrseO5NnakkyKIVk180FalupPtXL6OXeJBnOyGp4g4OYKyBYz+z0LDe6HPggX8WyIEDlLBnqpDI6K9bMsljMBXKgf0iA0qv2LDE77fyhJLDbIN+ppSklyeV1UnFpMaP60cHcmZ3SJ2V2VRHVvoRpfytP34nwFOvSZ8IolV6Xna8J6oEYOj9FvN5Ce1c9Imag3gL+NFMuoE/dEKZCmOunSsLVlB6JVSFjyTTipg4F7LcHVDhX8P/OBaTTF+Tmg86fdN9p0qGseo3k1gDS2ZXrVJ7nfjevz8NynQdHVA7msDuQ0W3V7+iztxukz8m5pb5VJm/3DbtGbeLQ6LxaZXZ+15vBU74w5Ql1WOmeI6aG5h4BN3q2Qpof2HPVX4rok19L/k1tVKTNNI8IvnaNhGFIo+0u2cd6lba42gMryz7Rj6+2vBZMJw3UHh6I4zJe1bB/6kRAlR/Pz9tP0Zq9SZin5H44VT28FGkkKunvWNfs0i7wEwSwnSejzu4QnoU/ziq3Eth5458U7Jxg/zBg5x3pGwRVR2sFOwmGBrVA/7Fdo0GsTXE2LA9xnw1C8H0zIliNPKtg56D4gOnAr2CH5TEHds55YApGmhHbtWMLpvk5OPvs2xwPcCXnDvHeAHbFdBzYKR9/jtrkIWE0SlHJq/jAyiHAkuI7yxTsDolBvm/PuEG+tk/RcQp/uk0qOwe7fXJrc/FpRbRdbcckU2on+OHBzvPy387dlP86sDskXx1wxEua1OFufWtm9Evk9n432vH7hCB8jSko9cCuetY8+VQFTDvpyK5xA0V57pU8fYDNgV0VGn+m3NHOiLTdoAaGM58KdsrHwU7eHx/gFTx6uzIsiEHs7uIKdg5Ic2Dn7Bam20EK7HZYBbLKPitDr6Co+ntoT2WIdNrCywLzYOdgIAYpw+mx1UHM+oBkxmpzybRmOh+SYLdJblMp2btJhnEojk47694hFf8B0zWkYoe69ia5iF9jS6nWT/K3zoCsYId9V+CrXubjwO6A3MzqX4OZUi+6Q8lPEBPY54jmfqV9f0g4RP8EuTupN2NtDv33pupBCOW430e5biRfzab/PpxrZLVf1zsG6VvxNtDMmDbO8eh453bumxFcyXnss0/eTnN+O/mharSe7q/6sxr1XjdNDvizRivTDtN+cuhzH5uv3Z3jw74KQtzfk6sWtUPt+96w7am2p0TE5WVCrdwjfVv3rS7KV1s9SKVctXNbxHC9R26ueo0M+jgioEpRnQr1fbfd76+xOST9rvfb/7eJSFEtxZJtQ8vbX03jyfu8GvQefVhTVWUOi86le6pvl4BahTi/lEmV9pm2nyLI91lCkLfJvRAuAn+Y6DwZA0q1A+bAbq4MPsBPCnYwBbvqefC8KyBogAlcfGBvkxvfeF4jCSICOwmkHMcSKo8Mc7BzY9bj2zXDeGjXu9HtSqUH3BXs6o5xPbCr+l/hx648dK+DnQOlHM8655tLOm/Qd+WBzwp2H5KhS/fJtQaPrEwOKuvA7mHLQ++WF9iJewnsDskNwd5v9XAjVM+RfB4QYPd9Mozqp0kwFm9UWSqnqmCn63pg12u3nrwclP8V7G6Rhv1LmdQgvsX3V4hO1hT6FrFz2w4xiL5BhjEesV7T+KB14jxHvjWgvLOq0D+a3noisOsNJneFV7DTS6p/k+mM7Byzk8Gkz2D5zTE7Aa3q68wOVmcWe4zI22Uds9N9Dna13wR2Hm6zab+rt9INWY+9cwO4B3bHMbv67XV9ShqNculrdl+hNNVTqPW0D8l3VEEA5AHhxTtDhm1op9wl4Z1TCLtAQAvl1VduTSzJOLjXCQBR3b5KyowMYq9flXP1h/dTjQn0dqre2ToO1jG7BwTgHQ92nwmjFFJfSHy2iW68TDS9op5uETrsc6TfwrmUkprE+YGLuxNmhxq/rs7WeJ7uc1F3uk4+zhCtXdrzTSzJQIHDcs0Gq+V1Xlnr7mWpyY0nQYbD1EByNz3L66oybbJaB70CGLtHbeui6zOazlm9bNWRoOEnP6z7vDxYA6ZtLe5Yh5S3R6+dVEdfD6rNJBeE00ScS/l7vfS2hAXhix1Jh4u/a15huvtE/0MM6e+Squ0MaSfomNSVyn5EjJtb7VszqL/TnqvNxC63/D7PdIbbOXANcpFKqn0B0zHTU/vu/9Y590VqJnd9kMe/5sl50TYhSFtERI6D3TY5mVAjzqqQ9sBOA811jQ88laFHuv18fe4c2EEKkNIc2FUBuEnGwQ/l+vrbeZgLU/Vm1VSB09ec6j7N8lWwcxCqUYUwfYVLNcT13RN8mLa1Dzx9V4V1yLTcqo/y7YFdPad7etxMoCLFrAkc8dDrBMd6j6nCOA7sTlveD9p1Aru77dmPiBeX67qzBNgpb3EutYUUxgEBmAfkK2W+1Z571PLdamV4k2lf9sBOfX+WnKTwMQXrwc4Vfw/szpNg95lhYs8jqQGekq+GkedNgrxDCMJlpkywEmA1/BzY6b8PtjrwvNOq0eSdW4GtB3brmF2N03IBeqddX8Gux+xcKL0eCzvWAztdK+DSQPUyVbDrtdFJwM6Nfgcs6A8WBxrVz1msA5sDnCsO3d8Du2oR6P4e4/N20GtVZDSOhKGphe4yqMX6tCZB71DQ+1AFdkdk6LFeDviUYHoaEwo9kePAIwtO2X+vwxExjSGWtyDeX6ppDG2+tEG+ksaZ3WAfl/lzZGi9kwfKdWL+3s/rmN3Z9tlgugBtNX1moPAUuafUFYIg/z6pSzRz8hT4cVbfhOBBGJph0vrFCjG6p3K0sfz35ENWzVwNK/fz6B4l5xSU436vRModtT5jVB35Xh9/tsOww5lzB0326+0DMrg0lNzwrqsrluSyZUX6+0oAJTd0XZ3UtlaEnq+bdR+fkgIEKrfSc2skXR1+qkvlgyqnLwWv3H+wdjxP8BqVe7dd9yG5d9oTVjf6ftjOqZyCp6eE3EuN7ZFhvep/9YkHchyVc+5IUV3vkG2u/5cIGnBITNAp8OR1VkHBDX61hW/X4LJdeTRM1ZxksqoG539vkxGBL2USLp8mOuJzJAl/Qm5i+IRwfrp17sCzIDpCndcDuwp6nsbOee+gHqC4t8pn9HyQSjB6YOd5y0DxaB4Nzt4zq7Dot7eHDCnnLz2wEyg52CnPdWCnGck5sPM1qxVEfPKjgp3P9OpeN0IdyJzzOtgd2e8Kdn6/lMIc2I2Wn4xJ7ZJ7lfSG3SCXB2pXXAe7B6RiqWC3TfbNPTKk3Tc30Edhvg7Yvi5YSRM0kHJ1r/0X2O2QHPQ6q55bBzvJw2P7r3Z32XbHjculO1BgVX4FuAesTs69NEmNvUkIy3Vy+77vkKxDU+8e6uAEeCBnfzZZFdyqWXwQUK73/w4U6kRnk8eBnTO4qv0q2ME05t69RXNg5/n5dQ52QzmurbDvM2V22rXiyPJbB3ZiGceBnRs33kbHgZ3ntcG0bTzPkWmfe32PY3ZYOb1c1dOqAX2OkFEZlgKfW4T8PrWP1hlAGqMCO8W0PSEcLdrhQ6HXvnOy9+1DpsDu1kBV4orJUxIZ2G3/NaO8SRjVc8zO8xAQqVyb9Jmd+qxHHGB1nG0S7bpkOlW1mj4TRukmuUHeTxO+hO+QeO6v09gmHbDVTj9FeyzO0gAAtftJREFUzCZ9DPwMUx1Sk+temIqoG5uwCjkyBtxfpWu8TEO5p34cEnXNUzunYaZzKosbmeIM9TXAPgHiS3c8eSCI8tsg4EhRUp6fczfVd9/O1wg4Ot+13VUm5166viecanddr1lGVx+Vm9eQZ+waP+drf8VZNVHgz6W1EaTtoLWcD0jHvIa0c9QlU5Ug39pIQIyWF8rQ9/rovvrmDOXvnNRXFxzZOTl5lmRwyW77/t12/VtWXu9P99VhZXPnhUOVc9xKCWC1v6WWVP7KF1+KtEkQ+/OEd+08EYethnxKbvKyTehBNZyEUIT2Q0JX/qRdU8GuGhqwCnZ+bQU7XVcd6Z7PHNj574FVLvfE7pcRAatC4QPG33nuXFRlURis10t5O9jBKtipHhJEH1ACO5V3DuxcwJdM6zIHdt43ntzwGcgZO+fMlZvPgZ17wtQePbDzZXZ6vvYw0XIhgd1D+mDnHMvbwMFuj1wzKqXns5MOdj3Z8L5xp42AXO3jy7DEEwciRBxiHZDadx3YeerxYR9nlUDAtL/VTwq/9g3MXqq0SbhazxCL4s8SszneGI+JxrjEFPW9sU4RrtTbROivG33Ydd4JdcZPHeOzj24EqvOdWS3s9zqww/7LgPVQXTE73e//e2CnpAHfY3YD0zBYT1rP4MxukwC7+0xBS8/8pGBX293PwSrY+TNVdldeAg2x2h7YeXsdx+wEHr5IyePYjuxayFk8LQTbJxSVv8gPpsbaHLOTB/MB6ZSQ0tPzvJyn7JyDkLd7BTu3RJ4SXjitg9DUwcct/21ruzmwq33pYOfMTqkaofrdY3a6d/0Wlp8JKFQzvEJuwjcQQ+gMAUcbZNjull0D6Xe4Q7weQ7OqagLXjZUH9IwYQVSvuauhpu6Sz8T1k0RG3eFw42Qdpv5BOtfDVES9fI+ZikBPnJ0Tqs6+JNkNvT1WfVnKT4E1rn99ls4n8B2mN8mJkZp8aHj7LcoHe5aeLQNLSfn7fd42i3IeO6fzmyQcelm8z+RPGokZ/UeEM8X3GJO/rGc0nidsE7UN5Fs/9kt9pRYEiR6R7+3k7f4KOfQ1c6sItyfka5jF0QRhriqcJ6qN9EyV+ZCAvN8llnIp34Xd47JQ81E71bEJL2n4rip/mQA0yEmEs+RO8dvksiPdpw6R7vk+aTDomgp2VV9XsJPOqBwLVjtf14hE98DOBUhpLB9/HuXeKnjupJWR4eWpBmgdCBXsdO8c2PmzHZRrHY/svgp2G6R3qerqCnbV2PfB7H01kkBf+0ozn94W3gYbHA92zg17YKfnfqv9v0TO6LtXTxMv3m8OdjKEFa6+z7TtjgM773fV7xrZ3tqtV+CrUF6Yvh7T66w26fFnAbTqd5swaD8gtzqv4DaW/yp7BTu3v3qe85ciLQmQ2iIa+BQBaqfJLe22SI3lQKNO3CcWFZ9jyhKq1wP7XcFOg2Sj3Ktrj+w6H9DrwK7H7PzZDiIObM6YsHPVG+hT9G78eZ18ICgPGVCV2d3vlFVlOQ7svH28f9Sfqre3QY/ZVUbqLM377hHT9nBjT+sJKtipfHNgp82L1jE7bWI0EFNcj1v9FqTnTn1fwU7MbtvaRtaBQkpcMblD4MjyU30r2C3IeLojklHrXpXLPV5H9tvHRM+6GUkv4AGhHD8gLCutl3BPpof1+PdxYOcyvppONFM6DMM7pEQfjuP4M8MwXAX+z8Qr4N8B/uI4jjvDMAzA3wD+AiFZ//44jv9yXf5HBBx9ieyyc+SOvF8m/GN3iX0/XiWjrOWHeIeYcPhvtvNescqrfOjVLvKhDVPRgNwXqxpnvs8E7bdCcdfNINbnwhRi9N+TyuRR7EqVw10iw0Ddp+L5eoBH5Y/iNGPnvgpvqrcPo9Gu9de/uGHtK0j8PhdtOZR9KZH3S/WZqU7iceJf3hcOa2ov35ei1kt1r+XaIofnNiEL9wkedpsY0q6CTpN7sUnlqZziaB6y7TOtKouXz1Wm1L42CB/Jt1x5XU8Tdo0HtRy18r5KtrfkUCpO7Sw5u0dA90675xYh919iOslX29LlXs9226B334tIzxvrfqBLvkQaC2eJyu+1J3yZEJqPCIHyQf2IALr3gH+L3BCpByjVaKtgp2Ouo3tg5zxEBl7lfgI76b91YOe/xYXckepl1CA7RXIK7JwPCg0+gUT1SEnYtCDadaYGtBsHrkvrrKVzrsqrjshQ38OSTwW7yjMFUKeZ9p3rdD3ryP5rnw3xYA870DXVOfEsYKd8t8gwjEvkDrjbBHjsMuXfauuhlXGDjC5zsHOg8TJ5O8G0vWQw6p3zUniHTGX0NOl8kDwdEWB11cqmvNUukgXNvt8nHEEKS95p328ThKXaQSr/HNg5X/sUwO65Y90PSOzr5Dq9c+Ri4jcJbXOPWEz+VaLBXDA+JATrpwjh65FaFw5nZZXZwVQLevKNeyqzWwd2dZC66x+7T+elpWE6qHWPg50zu2qgbROCqZ1e55idQmdrHVybD+U+Bzs/5td5mc+Q259LoJV/ZXbu+VG5fQ2F2kDplB1XnTbJHYQrs3M2o/pCDuIe2FW2qmfpPRYLAmDkzr9MgJgMZ12vXZNl3G2QM6OatVQI+pwcuNz695HVW2CzxXT2VrKp0B+B9pIAQDkPXMn5zO/SyvmYGHcKS37Qvl+zPD8Js6usezU9S/juf2ccx9v2/xeAXx7H8a8Nw/AL7f9fBf48sZ/31wja9Dfb92waCD/Z9wjD8yaBlE8IXnSNQMdHhJ9gl9QJj9r190g+Iv0Cq5CkISKHbIUtnXffjgcb+CaQPdjR75GpY9sd0T2u5vfXLtO9bhzqnm1WN7hxCPTl6JVb1m/5dgTF3h6Vr1Zuq/LVVQGet2+krXu0WZX7vNyQVR7ulK8qiE79D5m2ufMdDVUN9R5P99+1vyoXvtS+7xHy+kVClW4SM/unCLkWDB+RvmK1i7jVOWK2dGz3OP+tBrH3i8vQQPSfuOM90r8omiCVrzoq2OgDAn7OAj9GcOsPyT1IzjNVN/vEONT42GnlvA98gaAcgic9qzd2KpXoQd4LTM8N61gQSyveIcDsY3I93ik795AY3FoWJID7uB17RAzuq6wO5jpIq45WI1cgexaw82dK4JTHJwW7ypcq2F1hdUmU1/kR823g+ej/HNjpPne+12dJgaht6vMeMDVyB5LXVO+lgEFlENhVEHWw8+NunFbwdLBblmvo/O6BndrgiAC7+wTHOU0YZDfb+TfI0Ca1i3iSlPLjdu0jQrFfIsHOwcF5j/O+Htg9ZRXsBLRSes6LxL9ukUvDvkpu7b/T8leIiTikJg9UpjskCL5FvtKmyvoc2PXq8+LT88M6BoLA3yA02z3SPX6qHXuP6JxzpBGmHU8FejIGtGimMo8KRsty3sFOH82cahCfFOwWrIbibjDNuxoVKgf0Zw3nmJ0M31o/gZ1Sj9npWbrf4+B7zM5ZWW1fB6QqqIcEI3fDeIMAO49j8+dVsJPRXGc4YQr2qo/XQddUltubvXYPlxuj3jduhG8RQH6fXAB+q51XeMY9pnKjF1cq9kwAcZkEkntWLoGdg0WVOZchXT+0cvmOyvJyH9n1Ajt55QbCGXSWJBMDOba8LK4YpVz3CdncZlVBnQTsjmd2P8ya0p8F/mz7/beAf0KA188Cf3scxxH4Z8MwXBmG4Y1xHD+ay2hJGKQL4OsE1kunbxFE2TdR/j2iu/W6GEXev0buXVC7Us+B1ch91wtVHOSXqQZOr+kp532YV4dvne2qfp3N9mzf1MeHrIb2baa+EkhfxFiOO99zvuLPl79JbTTYNcpTw9jLv7DjvbLq/gq/2tCxB+Xebs7RVCZ3/Ncl914/d0D4hMUTpn1aYd0nG1RHQa/yPCJUria17pGO+n2Cpykk/X47L2jVqglNnNWIMO93lyuVR3Ip/qU+E0QpNFf7yclX6DCvPvYoudsEV3xAjMtH5ETM++VercA4Ra6a2CJ9vdXvDFNV4HJfObPL16ecfmRYx5JoRM2Y3iPx/mw7t0++iuw7pDGqzZEeE168a6zuQVHBTguQa+rpOhHw48Cufjsvg6kxoLL4oK7eQIGd73A6B3YeSQZTx2tds+EAgJVR9zvAVbDzclRDzfmsUp1wcI6m8mkTxqqrK+j5jsAbJQ+BnSuYhR2v/QWrYOdJ/3uz23qGwG5JyOEtwgDbIzniE0IBv0Z62qTEtceKJgk+T4CdJnn0LDfi58DO+2VJbo70wK5TSE01RqucjATZuNjK8v2Wj0JsxD9V/wskYxLH18yx+Oazgp3z889G+tFhHSMxaEdCEz4mtf05wph5Ss4OauvtHVKDyDt3kakQQB/sXPhreADlnIwHL+9xYOcsxsGsx+z8vO53D4fyq3F9h4RgHrHKQCRcHn/uzNYNZRc6hXXOMTsJZBVGD7uooK//Co9RXupfD4X1fuiBnbMz7ysZxJVhermwcmu20pVAZXauXLBr5boXSO8QIHCp1eUjclOuV9pxmL6V/oBktZsE+7tBhs0IpAVibtCqDpJLlzflLW/aSIbTaHqhgp0DN+SuJY9bmbR5xdOWpxvsktNTVh4paslNz6s9B3ZOENaD3UmN0hH4vw/DMAL/u3EcfxF4zQDpBrllwOcI95fS++3YLHiNRJd/hXy3oiLa7pMzo9sExJ1ndbO6t4A/Rob9Kjk86LeGpA/xapi6P0KR4EflOi8/TMW/8gLXV9g11XCFhNLKDSuswurGSD5sYRr84GXw5znkqR4SS2+f6muj3F8NP0Gy/9eQk2raI7lXT7zdWT7Yb4e4BVP144aNdt2/ybQNVS5BmIaZ/HbOyWToyRk/EnL5bZIjC4a8/fdaHq8zlWMNcQ8Dv06+e/Q00+0NVC7Vu8pZhYbKeZ/afW43qK2w85XDv2r1uk2uAlJ7+5pUTYZobfh5y1t1dpXt5R2ZUoQef35B6bli3Q/A7gukHtO+BHLKbhKOVYGddKQ69k0imk3rSV0glOqgdL1cvXYCuwUnA7vBPq47ffB6B84ZYEry7lRD2J8F6TmZA7uNmftg+rxqPEj4vH0ECIede3Xcn6EBUTmhg92OlbN6RR3sXDlVLrjBVEG40XyRMBbfZ2p4qd0EUkPnvwamR9Ep7RPOEZVBvE3Ae0TI7UgA2UNyht89ZZLXbfLdpwI7taHqWLkrrIJH5Tgqv48XrE4qf6+dNwgnjwzPHQLAVa4lGcEmh9JIgN1r5HJI5dUDO5c3dwLMKffnn54v1gFJ4OWB0O5Wj0ihuUgIg3Y3daZ2jYg9qttk++BzgKjgVL0tEmBndlUTefPU/LzTlCqT9ORC7GRdA2fJdHG67vHF8zrn9/sCsmpkjeW7Gp/OtgRSc8xOAKK8fNDPMTt5rwam9RzsWAXq0ermg8T72Q3tq4RcfZs01kYyZEfAojw2SQfIEdP+9LZ8SLji1Ua+2Eple9Tqd4XcTnxgCnbuor9GGH3ylnnbqu0lQ85y3UisACGDsyooKeQKPD5WNlrZZezvk0apHD9ifTJGIcbnJWIMq1zrmJ3SZufYfDqpUfpnxnH8YBiGV4F/PAzDN/3kOI5jA7YTp2EYfh74eUif1YLAfXGCHVKEXyOa412ySS4RYvllchLBReeAXO7i5Nv1QB2CboyM9lszcQ4BbtzWIbbBVNSqA96vUblUhp6urfAr/0Y1Nh06IP1jvmTGxdbL6+Jf+YDyEqRVWNMz67Cqs6fy9yg5d+vNdMJq/bwvHSJ73HcgZwrd4NG97oPTMHcIhJDDjwkNrP00FLn1iJjsGtv5JRmC+zYhf68TQ1zL4bbIDYc22vc+ARMfkWHoqms1uKtvV2WtvKdnd7iRX+0DPUv8SutSXyOgWuXX2Ko2gGTtvXb+q1Z2Hyu93z1u9unwtOeLdT8Q9g3yVWWbTHX4dcIo/T4ZHvIqoYe/wCrYQc4WXWbKQSon+kGhVCFWnbXPCnb+DAc77NoaIkHnt8pVwc5j9z3MYw7s/JpeqEhVBj2glZ5dB3aeb51oEMg42Dk/mjOeF3Yv5CDrgZ2SKynfK8ZBV2Cneup/Bbt7BOC9QsrY3Xb+AelI+XzL/ywxCabJgtfab4HFBXImVeEaTwk5/bgd93K5nNS6+nGXtypXkrce2GF5DKSnVdv7v9p+y9umPuyB3YIAu6dEqItzrx7AuZz1xsKLT88X634g7AOpabWYRQJ3nRCiW+TA3SYE53Vy5ww3HOV5uMKUCPcG8tj57Z3kzOwkYFeFz71ZbvRVFoP97rEZJYVj+oB3o+Q4sKvsrRoKn5TZeflPwuwc7Jz1+pSB56u+UF17YDdavbV5UFVqulfgpnLUBfYLcqpA6yQHAvzkddPs5hukgXq6XX+fkF0IIINgdgK0Dft9kZB5hXWorM8Cds4CK/hrfPSmLZSHwE5OEN98adeeI8Mdpk6dBRlOr/aCKYOu48bL6uNufTqRUTqO4wft++NhGP4L4E8CNxW+MQzDG2TPfEDwcaW32rGa5y8CvwhwehjGLYKDLYkuPCD01mnCz/AWMXHwx4jJA113jWjq24ROuUKKrjZCvspUL1Tocrir+tz5lLpKRrP0rjd1LxrHHdtLputeqw/ExcnPV+iqvjUf9p6P869Nwqh6WJ7nz9Jv6Wof3p5fj9/2DCeHMe39sSj3SGUpL+eSKpfgUm0oaNJ559Xej/vELKm3syYIvOzOKzVxtU0M1z3CLXyfWGepvjvXjj0m5PQB0bZPiQGyRfI69yuK18mvuEkMkLNkdKarBf1W2/o+HD6p4G3aG/5VPpQfpDypneQAOiKg6xS5cqTmLQeJ8tlobfYhGYS1zfRVmtV37X3+afK15411w8Yw/uA1MEtSj10gX9L8FsHR/hBJ6i+1j7x158nFx0tyHd8282BXJwWcGykSyiOiNCt3HNhVzuHeEYVsVp7jZVD5HOxcCHwJV32e5zMHdi5gDvD6/cOA3QbTNzPovGLz68DsgZ2XRWDnoRECJuiDnc7tkINU7VdnZXWv7jtN9Pf1dv99Yn7sPuFVEkNQWz4i99LQ3iZ/mFwk79GB8jKLuwvsPiLBThNC3h4Odh5qU724zvmrXJ0E7HTdRcK4HIlxdYoE6ap8BXYiGWqLG2T03+U1Za3HPsX03LFu2ByjkxXCe5ZoLC0yvkQA3l3Cy6GpdLl1NwkirPWnasAdsvE2mAq0A18P7DTAfMGL8jkJ2HmqBqMPzio41VA4smsc7Dx2/5OAna5xj5uzKZ+Zexaw0z0eb6/y+W5mc2DXi4VTH5yyczqmPBzslnbuI0JJynsqkNGspbet2lc7mFwn5OoxIXv7hLdXDFNh42ofvZTyMfANQm7lWdbzB/J1Ox43d4uQ68q8vf/036dlnNkpDeVeT7Wukh/1vfrwPBk3eJbczaQqIpi+x0Ry5mExG0xJCPb8aoS6jK1ndscapcMwXAAW4zjeb7//+8D/Bvgl4OeAv9a+/3675ZeA/9kwDH+HWAh/b/26g6j6NTJa5jzR9eeJasuofKNV60776NVjd4mu/wr51qsbLb+vkcNQzVLhqjaRQ1rvWhmWvXt7qxSO2vW7xI76HwN/mvADqvt7YYuet/MSQYtEqRrPfp+LtPxhLnrO0SR2noeLtIasoKmKmPJ1WPFgFUWxVX3c4xPOqdzw1LOlQmDaR142qZyn9t/56AbBHx4QMKMISm3JIEf+HTKc9vuEM/06uZxKS920CuQquab0XXKH5Cvkfh4LcqZby+XvkuHAruZULw+PdpWD3VN9ta4y3f6QGqkqT8/abm1xt302O/l4f/uxQzJg6x5JLbZbe/ta02Vrp732ESC9wot/JcyLwDpOEw2xRzTAeQK4zhKNcqUdf6X9v0vuoKX1DHdJY1aAeJ/cvlzJeQ2sgoPrrxpqAOmBqGAnYZlbkqVyfpcA5p9p9dG9nwTs6gaSG6zWxScxfCmNDxjnOBXsliUvAY0bRuvAzoHNl3xV42gsH9XTB4XATlyrtk9VPCqn+tE5oPK9QvTLlXbtQ8KY3CU33Noh5OqI8CpdbR9xE4HcTst7mwTO90mv2hVyJ15NGizbeU1QuDKoPFpgp7atYAer7fusYKd7t1uZBULVe+Z9JLlyOXq1teUu6b3bJviagFj375PrbRXhd9Xq+YLSC8G6H0zda8Ob0wT5l1tXoHe1XX+P1AJH7b4dYr2CZp/ukusfflAbpnHtztR03sHOOxC7/oh0V8+BXR28y1aed4mO/0PkWsMKdg5IDjo+3dHbZaOyVi8XTJmd5+1C6jPCWLl0jwZTj9k5E96w61SGJ6wHO31Xw8dnRvXbTRIfgN6HAjsZoA6Waisxu8sk2J1r99wmBuI9Qq7uE0bulXa9FN/j9i1j83J7/iPCwpCH6iLR9yqLmJ2Yn+L+K3BUsHOl51aIt58fr227sDI50/XrLpOhLJrlVJ4uE/rvntxDwlITiMkKuUCMZcmY6qiwGO1KojbsGdWZTjJT+hrwX8SO4GwC/8dxHP/RMAz/Avi7wzD8FYKr/8V2/T8ktg3/divNXz7uAafbhQr0UPUPyNe9LlqGTwn9qb3ZXiU2q3yFgKvvEKJ1i6j+O+QGSEru6/FumzOOXFScC1Sx6fkFlq1M3yZ3Kd0nhoD0pXY0VXJY8fy8XBJvh133vSzJiCmflXXuWSHE8/O0yTSgBPrLorwOGnLO1xx6lCrk1r5wLln5b6/v9IzBfmsVyxYZhf8KAU3aFOiWlUuTK4ekqvFVF+8QavIaGWS0T8jfgpA1cTw5Tc4QruWLBHdTcjiVX87bwdXLnIpzY9BltNeX2DWel46db587TNdtu9rTPV4OL+tTwoV+maQjMnB/jNxwE7v+BtMNOHeYuuVfUHruWPcDsPNpbs0mvkIaId9pv+UMfkhwtw8IAZPRd5norEvEbM910rD1QSJQmBv8SrVj/ficcLlB9V1iSc5u+/+k1WGTfCPEScGOcp0DdtXt++0ZPbDz8qu+PbBbMH3vlINIry2UVKbjwM7v74GXg51HeXnqtZVfI951mfSaXSb3kDkivWiQO/4fEoNQilgA8QGhZLdb3lqLILC7Rsifdmi7R/TBWwTgfmjlc5l3sHK5cllygPJIMleASp8E7M4RYLfLdAlf9d4qVTsGEuwukVzvQWuHr5FvMcGuv0Vuerls174+U/7nl54/1v2AOUjLCRBGptuGv9vO7ZGddUiwpEtEg77X7tHGMzcJoLvIKoPw2PuqsbwDdcyNMl27TpOqPu8RAq5FZ0+JwQB9sKugPMc6K7PbKOdldGiXC4GdC2gFux5w+LqI2ha95G1yErBzhlwVTwW7amRVtq2yeT6a+XSwu0gqzSW5C8ZIzoAfkFMNHn/3IQF2Fwlmt020q+RymzRkh/Z7gxhKFwiZVN0c7DQGjphuxtUDO7Wpy2Jd6zvXP1UpKgnsTpHvNXH58LBvpR7DXBLKQ7GsB+Qs8pukN0+fAwJc5T0/JPpge6b87cmxmdqnmy4Mw/gFsou+ROgKOcffJLjWdwlEvE02lyYMvkg0+7eJoXqGXHL8NeC/Ra5Fdaip0KRzdeKgGqiViDs5Vz0k5v+ylfkU6TTWnlbfAH6CqZF5puQ/lvzdUOlxGlq9f5/gua+258mR7uV1/gFTUYWAVvfdefL28dk9HRd0e4BDzwenexyuvN7Kz3lI5SQq91k7f5mADfmxlvbxzYwECSrzLrkJ6vvt3HmiTb9OwNwDYi3zY/uv9ctfbHX+HTIS7CoJLYoM63GqtwgI1Aob+arqbL/bGHT+q0+ruva28qWDEH19iZzoUpsruewpef7e/3Iw+Uz55dZmrzKVnQOCfrxDGsKbBNT/KvzqOI4/w0uShjPDyCWSa3yJDKGEALrrBN/5HjkztUHuA/I2IejfJcFOXrwvAn+C3IgFVsEJ+s7648AOu9f1mO69BfwWuXmmQjYXrfxfJsB4DuxgWqZ1YOe8ZSSM+FeIgSbB9jBSDSLxN1gFO0UzyUGOXedcaB3YiQ+vAzvPtw4cBzv/r/r7b99vYptQMpdZfSWLl9fLMRAD/UPSebAkwG6fCN/dJRwib5ML6B+1z2ViwmoJ/DY5MbBNgp2AxD27ev7nyJl/Nx7FE122nJf12svBrjojIGVC958iFIPWYtc0B3awKht6rkffXWhtc62UV+38ETmhsoH2bHm5sG44NSYBHQnL2wXzUvvcIRpFLswN0jukkJGbpJGn+Kc3CQYlMgyrhh+sgptr3h7YeZoDu12CbT4kY398oL1NDo4e2LlmrCCwDuyWBPBvt7ZxsPPyHsfstGV0fUeVGyYwBbRPCnZ1oHpdda0b3r3ZXge7KwRoXCJd2evATu33iJA1zZbKsN8nFOcO+R6PA4KJabbvAhGruQF8k9zFVgaah327cSj5UjjFAxLg5sDO2WGVZcjQHfXBcWC3QTLYRyRgYdeclNlpysfXoJwh5FHERvkphGbXygMxjm/OYt2J1pQ+7yTxfZ3pW4FuEmKxxbRpPILmPrkmT05fhU4+InjGfbIJfYNjyCaUX8MDNGCVH4j8e+ABM9/ysUjcJEpPCDjZJ3ia6r9gOqw8Iss5STXSXCSftDb8gNweb2S6S6+S6/oFU+e18t1nyu2wa5VfNYZUtl75qmpwSN4oedV7BnIiRKrpGgEl18hXBmtfDe29dsPycG4kp8UTQtYuErDyQfsI/vy5O2RU/vsEBz7Xfp8h+lVv89i39rtLyt4Z8i0gy3a9b2x0lZxVl09O8OVyJPlQe+q7tvdA7pfjfFSrIjRu1BePSLVWIR6m40H/XS5hyhEHYgy/2drzTmsP+e4uE3bYbSuLw+pLldR4bxLA9IBolNvtv4THcV0DSSF/H5C7nwrs9M6sB6TzW7OTFezqwPNPD+yqA76Cna7ba/+lK+WBe4voWHE0178Odh4tdBzY0eqp3e0/JHigPE7OIZWct82BnS/lkQ5eMn3rQQU7tQF2X20nr7OeWcHO84E+2N1t3zL2FHpzs/3WciEvn/pSXF7Obt33UTsvTnGKDNE9T9gLNwg5Pd9+nyX3qFF49RO7Tx5YfzOEgx3t/DYZCqz+8b7ugZ3a2YHJ+2Yd2NUZUQGxK39PFezqeS+vynye4LUXyXW+WlamCZhdMlJ0YeV66dIhodHETLba92OioRTaCFMAekA02l3SsyXQOyC9R2JIigmrHSbhqQLRc+uOTLWee1AqI7xnz9Hi4n3CcLlPAPwcs3O3cjXGVBYHOwGQPBo3LX8HOweTk4Cd6L/urYYmrAJXz7Bcx+xgqmz8muOY3V1Cdh6QbFVsbckU7LC8BCZaXHWJXJtwh5xRVVucauf0mqIdQk71X2tuzrTjR+Ru0vfInUPOkYByRCpfhahctPvUJz2w67EfZ3au1Bzs3CjV+NB9mqXU/dXTDKtjp8fsqgI/Tc4sy+jWbnvnCXanUGGYGrT99JkwSk8RTllV6Sm5qz3EOkw1ifwiGhaXyb0/1FyClQOyee60a36KqW9had8yACrPwP5Xvub5+DrKkegKDYlNgjc9JkR7QRiMDqOCEV9O09OJ7ntzaDsEfpOYcTokYGvHnnGOaYfXmTo3TLAyVA6qckqPaxbWOawHc/SMYZhClsT7gNXnXSRkQnz9gGjD+61+B0Tb1okQtZXqUmH1e+1ehYVfJF8xfImEJc0WPyKXDQ2ELN4m9/d4SLxD99WWn9Skyiu/kdpCciiV+7Y9T7Akf6fqJpiQU2Ak114qP7/O26GqZK3KkIo4RaiAM61emu2sAT5D+e3J7YBDEq4vEjxNUQ675BshtuyebXKvkdeAf8VLljZJsHtINNL7pA76TvvW2jRIoRbYaSbMB+hTUhDvtWu+wapBqo+DnXMvJQeenhGq58p78ZQYEBdb2W+Q4DASg8LBRMLqYOcDV2WGqQfQjdZvETPKh4RHc4cQ4CNyuVoPfNxIdKXhRrqer36RoSaw87KoTXyAeTvSOVd3W9MA2CL5Ou2acwQw7bZnfsQUEGDKQVVPPXckBtsRMcnyhFxy9bQ9c4s0MOU12yVkatF+3yFl7AHR/nskgKlOAmpxIJVvIA3Sz5GbWarv1V/eLw5oqp9zucqteu3tYKc8ThG89xx9sNO9PkZ8/HgfS3lL1s8T8n6XtK9utfNb7Z6x/T7fyrPNdF3HS5EWBAvRbNMRIUgCH4GE1jRADqyL7RqP2ZGxI80oQ/UmsTC/emPqf3e1KnkHw+q0g347Q9MOIefaud1WDmnrq3a9hMrBzt37Xg55Eh2IVIbvtfZ6Sr5kTmUUQ3EDZ7D7K9j5AidPAjsNSIXwOLNTOStIq+28nVR/X9QtsBV7f0puYiXGLrBbtjr7rm9e7qqgdExLnd9rz90iNxnSrN4ZUkk8JpSH2Mp9cjeMBSGb75DKRcxun9wW8yHTtQmQgCPlJ3mpHs5DprukSMG4ReGzqEo9Ziegc8fKJsFotaDfnR8V7JTcmUG5Rm0wtPpvk+sR5HzSdIeedZqc7b5IgGM/fSaM0gUhhu+R/OqA6HY14xVSh6qachKrmeQfuEAu2zpq+X5E7Lehrncepvt7Boz7q3xdYYUw54QQawo3iXDPU4ROukiustgHfpqp3pXoqQyHrMKWjnvZ9PwbwO+2fLQz7G8Sxs4FYlbWI4y8Dv6/ir/aY1HOS2wFUb4xjQ+pCn2wuiZVw/80GXZ7hVz3eUi+5g8yKr7uoutqy/mf+lf10trkG+Tmk5o8GAgYuU9A0VkiylJBGuoX1Vnto3O3rU6u3g7svmrgSQZ3mfIwtaHWeirCbrT79Gz5kLHjniTTmjTQ3mouf3dIp8Kb7f+9kudAcme1gavQSgnOknupfI+EZ/WfL+H7MukbrXbSS5E2CLD7gFWw0wZ9l8htnF1PibeJu5wiX9osL8YHREP/FEm0sfucyOvcScFOHaxZWeklkfovk07nC0w36/sxVh3uPggOy3kl6Ws3XLUk6JutPAqH+W0C7E4Tm3nWfRxUhwp2PgB8QInL6b9mcqvQe9v1Bl0FO+V9hujrPTIi7SkJdnq22qbuQrzBNAZ/YBXsIEDtDrnU6ioxgLUZ06utDO+0Mn2JXOesNlHezm0PyVcZCeTULtXpgeXjYFcnjQZCds6xCnZqTwFUdbjAqkxXsJMMC+zUxwK7vZIP5JsTlJ/3ZbV7zpJOoXdbe2hNyT4JdhDtfMWe+dIlEfq7pHZckrvv7hMDQDMpYhADGTMjsFNIr5P/HaLxvsB0RxJ1xgargCOBmgM7lVsLfFRmCeeddv3nWz122rd2rXpAgJ1rcQmZvkXqq/D4QJbxQnvGeyRDfNjq/bl27efs3jpYKthh5XImtw7sFEp9ErBzEJdBBFNmt93a0ZldD+zUDmJ1lHr2mN1By+8eU8+PXu9yhZC7G61Mb5BeNWdDldmNJBNSH6rP3Uibk7FHZKi0e3XPEmB3l2nfOet20PVpI293lVNg5+9wENiqLwT4MtRdRtyBoHGhcrm8SoE9IEPwN8gdtI/ImLuRAFhtIergupo+E0bpPjFB4M1+nvSVLQjRWRLr9DRBLkPrvZaPREOzTXeZRnFrmZWe47rVIUJJXbXB6uaP+tY+B3fIfQ0eA79KOGJ/vP0/S763UfBylzCG3HhzY9n/uwP8AbnE+73WNjeBXyO42XZrF/GMh8SrdBRM4LxvLHn7MPAyzLWbzm3avdXJ7SKofM+TQS8jOcT3yNm0j9q9vsmS2kYzkTq2Yf8dkrdam2j/Dw1V50yXiQjD68TQeaeVxw2m+61smky4QjpFtN+ZHPB77fcWIat75Cy1B9vISf6gfcu/5xFrqocCWKR6n9o5tbtmY91R4Nxa3yqDbBw9R/aGIOWmtWmdxLpEQNt7RMiy/GPqK/W7fK2HhEGqKL+n7f5NMmR/g3z/gMbvS5ceE7NVkIJ6nhAWddDniAb8JqkfzhA86AOS1KvTN0lnvQxU6UuYDvjeZIHKIqFzR6vuU6d+QHTMl1qZnxLT2dvEzKwM1i+2PD9q5brDdLc5PbOCXTVKBZ4HhHBcJQDitwhgu9KedZ8QWHn76iaEekYP7Ho60gHHwc6Pa2D0gBoSSAXWmkE8JIHiTsvDNwTC8tFgF8DpXHU4jITCVITkEzJs1tcAbBEhCFfb97vkwFe/PyBBa0HuTKa+2CedKHK8yxP8iJTJCnYbpEP9ZmlnB7v7TG0RBzu1qewTlxfloXaTHQQJdu7R1kyuJmScBLhsXiRATps+KcrhyO6ntYmcTO9aXZ6Sil5gt0kY3eLW4rsvVTokwzrk3ThN7tQpTXqZmCZWQy7IdxQpPBcyhugBU+IsFlEHevUiuJdEQqfQygo8S3KAfo4cxN8lwO4LxEA4RwyQBSFECwIgt60u1ZiohovKrJk3zcReat/faee2yLUQH7S2+Tq5qcBJmJ0bPV7XHtiJQTjYueGv5APzHDktIjbicW1HrZ2wMrurvoKdpppUF3mHLrQ8LxCyoAHuYHeOGLiXCbD70J6rTwWtS6Rxq7AYKdqHpDH2uD3XHSxu2LljRUxGsWNuVArETtk1I9M+87Bg3eusTca/7n3MtF2X5Azqkgzb6KUtQnalbLUQTsa/MztZXLfJtSHaZW+jleOxXXOZk4DdZ8IoVZNp6AqStsnopY+Y+i4WBAf6CmlsyBeitYQaTgMx1C+357ntD1M+4b4yQZVDVuUctwlj8EK77s323LvEELxNdu9Pk8ul9whY2WY6cS+9VjmjyrdPcNUvEND8r8ihI2L/OQJKZWA8IQytz5Ghw15nb4+eb7HCm9ffAwwcctWPCl+9SojiJaYBOXvt93kyYKNyPex6DQPsuDi4Jm8Ea4ekv0w8R3mebu2xaNd8i9w/7AoRhjsw9e/cbeffIFWZVMWb5N4VLjPnyTde6R5B5kFrD23vIFhzOMHaRIapIgjky1Q7+GZUVW1cbs/xpUvevpsE95KPUMbjEzuvZ0ntigrssOpTU/5SFTANzZbtdbbdv9PK9piMWr3MS5rcayOwu0JynJtM9fBAeJm+Qu4KpeVUwnwn1OpMWOVaPvAlpO518Knuodx3l5iN3CK42RvtWXvts0Pou23gJ8m1dffIzTLdc3SaXIdYDdRFO/cdcpOd3ya8fIqW2iSESDOMGkTvku8U2uDZwI5yXElg5475sZwTNxTYXWzf0uXSxQodcK7aGzzihIN9NPjFezTotS/H2L4djE+3fhgJEPkuGT57qf2vYLfbrhXYqW232rEPSDCRHGkjLvE979cDppuR9mZSoQ92mhBxRbzPtM0q2IkPuUdV7bpJblShNSPiXjDtkwWhTAV2CiWpQCsuqPseMrVH3mjPukc6TJ6y+raJlyp5w0N6OCQoWjMqY1Peh9fJF+bdJuOiFPqwab/l8fBn6rieL4Dz37A68FwY94iBcZowZq6TDEzbVN8hBOnL5CLrD1qZt0ivygYZ2+6Dwp95QGx2/DlCkN4hvG1icBADdJccCJoSEdn/JMyuNx3j7HnJVNgl0Ao9uNLaSmCnNtdvrcvUfb1B6+x6tOdskltkD2Rox1MSTAV2Xs9X2m9tOPB5or8uEs6PDQKkFWLzsF37CslSHrdnv0p6Oz2WcYsEJU0DSLY2yFCUkZz2giljExjpOg/D9rAOnVff+JhSfN+hHfN2XZBTQAJSX8sgpSZZuEfKkjyOtc/UPj1Zgnwr/QN75mPy9TA+XlfTZ8IoVZJP4BLRzN9rx18h3+GoCeEz7dxvkiGekP6JTVInQTqjtwhxlGhVyHI/0KJzTLpfs1wD0XUfk8EoP06KuYbOnVbWLxJd913iXaVVxGTU+Ayj+zv2yDWjH5BhjloatCQ3krnAdIh/SMzeXrF6V5XhQTZ+Xu3lUAU5rCD3ctDwv08OsV0y6k5GmbexOMjj9vua1d95msO5zslR/wbRL++SXFB95o54WjlfI+Tt19v1v0E4OiDDsa+TsHKf3BtEz3+N9D2dIVTp+yRH9/L6kBaf1LB9whS+3ChXHVV+8bnq2HfHjuCz8uaqfrWqYiDfarBPvtdeExZj+SgSDaaGZ+2bOaeGuLWg+E2iD+4x3WPxpUxqmHPk/gBypl4jB4u8SuJsv0MaYBKAR+S7IZWW5GaVcuJDNr47vKsXRMc0yO+TC/P1vLutbN8iwkM0G7TX8t8lZjI/T3T094E/yRTI3KBSqoJyn9z++iNyl1QtE1q2stxhCnYyJC6S7/Y+Cdj1OJtzJx8MMkId7BSvv0sOJLWlG//S50/JV+n1vFF+zPX+FSLs5iKxIP49Vvmj7ofog+utvL/dyvpbhJNDk0WnyFcSLUkP1i3L75VW/luETLxB9MsuGYpbZUttrbrKSwmrICUZc6PQZR3Lz9eheFvpvM8kq08FdgtyOZtmfWVQ9rxrPlnn/FDP0reTCm8D2SSKUtBeOAp5Uhlf6nSaGKSPyViii+RMle/6tEGAxn1S28kgrMwOcqeHC6x2Qh30FexgKvQKZ5B7W+zuA8Jg1K5yAq9HhOfsVWKAfUiunVA59O3gV5//kFz0dYtcj3fQ6iVD7zbTTXo2yPWtnxTsYAr8KpMATbPRFeyOiL50ZidjysFODPUhYbBUZqvn6z59Ngng+kOtDb5NvFNC0xMONur3TWJwn27XPyEWtX2edGYMrRyq6wH5HgWlqySzO02G6OyTsW0+0LG2VX4Ke4accXVG7QpLbSdjHDtXZ6h7oOlGKaTSXra2E6GQF05tVeVARrDKjB13L7nXxdtAM9uQykrThBpb69NnxiiVQapgBHGvDULsterAm+6b5CS9lkqL7GooOA/6XTJYpOdHmtPruu6IMAi/RRgfm4QBdIcUp7uEb2ab3OvAl40tCbi93Op1xFTU9B8rh8+u3Wtl/Tbpa7xPGLkKFrjXvqXPT7Vzv0+E8aq9lQQ9qqPOu79MhtIG07WzamtFdWmVwE1Sjej+6hurxq04sMJ2T5MTPhvlXsHkE9Iv9RMEhMm3KEeDnq26ep9D9NVHBLeTWlDwyU1yokBBG4pce0Q6AwTPMpDdKJ6DEkEkVlaYwpf6SZNKurfmubR8vG6S3dtkWLv8cIJP2jFFI6iukiH5ReX7Up6u9sbyrfqpPB7QIufFETn7LPvhLqEG5Jd86ZIa6BxhWGySAKLwRoVSKh0RA/6w3adZGxmrMl4d1L5DCOYF+jrM9ZCS378kDMLvEYNqk+nLZCHXzl1rZVE9Dkiv4XfJRcIi5QIS92BUARIYbBCgqw10tOeEwG6XnFUVj5FH88etXkoOdh495np2w46fYrrbmCK2HpFg9zFpeFXA8cEqT5PSQ0LYBbQyrOvkhQbfE5Jz/Qw5ISAl4/V0Tqk2GAgFKI4tvnWWBG21yRnSOyUFckh4/cSPTxHyuEPKjORH/QsZqemRdd7PFewUDVfbT+3iz3FjUOfukruljSTYiWM52MnD7V49zUQ/sue4DaFnKa/KC33/lDPkm0A+bucEdjtkJGrllC9FUiOdJsJOISqsMEgt+FDlRaI/JIVNmlhxcnLb+yB5n2jkc/TBrUeEnVSPxGD4kGADAmXFdInJ3CcGn0KIBXaXWtnebefvt3wkdJuWj54nYRWzksfmA9IT+ZgMi9kgWdX9lo8M9A+J9RRqF+y8g53q7eVwhrdp92sQniXZty8if8IU7KqRXQX6EQl2ClXogd1poh8V9nudmL653o7fYDozqAHoYCfP1mXyDem7pOPigPT8Qh/s9klnwIP2jPP0ZwgdeAUGDnZK8sI52OnZulf3uOWhceHGt+TnHin3eq7ASP1wi6kMygBekDGGitfzejhjd8NTMjsw3dVOIdDyzApIFS+4x3QhZD99JoxSGZNXySZdEGL7NtGsT8gqLcg1ffLZKI9HBEQoWsgn1y+Sb02Qn0T8yEVr2fneJSDnd8h3h8tv4vpJRucVwiEqkdomQm5PE7Nx3ybg5nVi6FwmDSnBhsRZIcnnWn0/R+5JoeCSe6S4Oa8SpDwiN1h0n1jPd+Pc1NMF0n8oY1P1f2z31dnUofyuQ3pkupxpl+jLbXKpHUwhbEm+IUzl0BIdD1HV9WpL9zkdEhCnSaZHZFSg2lL8vzrTFVWmQBD58e6S0OZQ41xNdXFnQ23rytHV3t4/Dncuuw49en7lTqq/yqUQaJVFxrfkQwYxlpeXcSi/JXu+kmGLGJdaivguMU5ukCHAckAdstomL02ScEsvbBDg9Ll27B0yvltgp04QYsv4ukgaqwK7kRBIrbu70u7xzukZg/o8IEDld1oZ7pGzo54HRCcqpFPHrpCzpN8gvD03CSPqEvkSagGQDwI51y+0crxJAKrA7ibJaX1gQer3/fYMDwPogd2SPiBB7pKq/NwQqmBXDZcKfBXsNAAft7rskA4EN3z0DHk15VESD9X6BHmxZPipXs4xjkingdfLGcDZ9i3jW8AgsBtIsPseCdSnmc56O7gJmDxisqYKdh4GW71uahfK8cHOuWdVntlqyPoyPPEp8W4ZiQ6ctY/rOa2LEVcX99X3+8RY/ZgAuU0y9OalBTrIdXoHpNEjtjcSLEpGD6TGVyMdkCzmItG58oxoQYzIsMIOJBh1RlTJjULNkH3f/u+RDEYCJcNV6xRlGAr8BsIw/JDcROY8ucmOG3AOdrruMRF3JcNTXj6BTZ2ZOkcuXDvD8WDnIFQ1uNpcMewOID1mdxKwUzs74Dwiwa4yOw3qw9YmZ1t+j8h3VqlfJEMwZXYqxxHTd2N6XL6zP5iGbgjsxOC2iQH8ETnlosVN1UOlPnJmpnasytbv7TE7N+jd6Jd14MzO61UZpfI8T07pKY7UmZ2zx2r49oiCNnmQEtc66HPt/x2ifzXlIMvM+2g+fSaMUkjdfpPUb9tEl/0eATfqKukTVVFVV4DIVaYivEVwpJ8gDUpFzT0koKBygQ0SSvaJ2dHfJXcCFlx4V6lLRcTfJTmFjOoHRKN/YPd9jliCVXmWRONjAg6/SC5BEf9U6KREo/ornrR2vEJu6KnnOC9zUa9wA9P1kNh19X6pioHpMnFXEQ5pmq37qJVPhuERuVLCoc59TBt27AERkSYHt9TcUD7iWYeEHPyetan7LTWpo7I499Vsoa67Re5jpllSDwfH6oAdc6NyLOcdDup/lUf1l8zJmVPzVN9IVnRd5Y1y8Fwh4fh32rkz5CqRgXQEuUFdnR0PyfYUJAq+npAccEGMJ0ja8lIbpWq8W6Qn6irRML9nxwamu/JDbqJ3gdAB2y2vj0nj9C3CGDwkN76RAaTZNSXpUs3MHhAGx7cIgbjEdM0mTDtG6wfft/s1qSCwe8+uf52YIXZhde7kYKdBJfBR+K6MAN9nQkB9lenuxdAHOyyvHtjdL+fdGFEeAuHq7dEzBSoOdktymZx4mpwIG+X6sTxPZbsL/FNyp1dNHNSBKLCDGGDfJg16AYPzMfcG6fOw/L9L9ssW05AQrI2roekycxzYOXDqOldQh/bfvZRe90d2XzUmRxLsLrfPBULmZbA+tHukTGvohrejoi3FKaWQNR7kWFiQ76/T5MZRJ++XIrn22SMRXyEBHzIdpLLspd3ukY10hoyb2iE7/xrB7iS4W2RI8DVWWc2mPfMJwTzeJ8HzPqvkuWqij9u3mJ4MWa2R3SSM3KsEu3SNqzS0a+8ToPiYqVdJ7HJJLkL2BdZPWntskdPtWnvpjKuyyh7YPWCaKpDofjGqObCrjOOQADvfoWKXaZi1A4cPVjGoW8Avt7rdJd/BIebh5VO5HhBKZ9/y9plUeXQPmYKPr4EZWlm1BkPM0mWiglstU/WoHcfsXBE62GktQlWYeo5kRWPFjeElGXJ0oX3OkBbIWZLRrmN2bmw/trxlqPvifI/R1CK16tCYT58Zo/SQ1d1HZTgIJtRNm6Qu13UKpNgko73ULJ9v973X8voSIeLaewOyy+tQUeTce3b+MquvrPAhD7lEWCJ1SBB8+cYEP98jfULY8yUGv0/oSkHOzXb+PAGNS3Lto5yugr/rBHw/svuXZFi0OK8m1J1LqD3Eid0H4zPL1diqRqvzP5gOF+XzgNw8U8a7hv8W+TpHN8r8OQOp8xUWquFT+QhkNJWi/q+Sm01qJl28wu0BV5u3rD7yi8oxLjhVW+neapTqfrXDUM4Lzly1eN0XTOFLxxTsJEPQVZF/qw/kc5Uc3G8frSv1WV/PSx/snP8WjKmMB4T6vUDOjoqfHRG2hHzFu0wjWF+qpCl65wdLAuwEbEoyFlznitudJl/FpmvfbnnJYf95AmBuk5zO9SXl+7sER1OnbZPeopp0jQwdeUaOyNe1PCT11ffJ0AMf0ErfIzeavEgMMoHALdJTdN3axMFOBpPCQjSAVU4Nimo49cAO+mBHuUeC3jOkPCxD+ah8MvQVGvA2qVgOLC8vq34/JLf9llOgZ5iNZPiDOO9lYnB5PL64xVHJQ5Mv6ocjEpwPyJ3RquGtNnA5lqzXaD2dq21IuV683mVVeUqZ6jpvNwe7BekVk5NFYCcnx2DfnocrulruXn8/IcBuiyA298id/MbWdteJtr3Pat4vRVLj3W7/vUEVIqkOlAfFvQkawBr4HzONkX+DjJF6RGiPB+3/BStD9ULR8vyIGIg6r1ieA7u+GgoyXAR2AwFsI7lm73H7fYp8b4Qzu4EA6I9Iz9oOuUPdXbtnm+m7oJbkTmqPyZcaiwWJFYjZVbD/JGBXYwnr7x6rELN71Mp6QALXW6TzoMfsRqvLLtP3TWiqyN3+ukfMztnjLXLB1WPSRa77NYC1KO1uu1chp2KWW/a8yiirItU1dYbazy1LHm6UbzJtE8g+kQfWwbH2gZ4jGVBdH7a21HGFxAwlD2d2Xnavi7eBQtjlJZWTRtedJRcsqg/n02fCKJW+c0f8IRk4oOMSOdn1PmHwmHRISjdp8uFjoikU3nmG4F7XCc7mYq0ufEiQ46fk2we+Shiou0y7UkkipQlx+R02yOXRXj/V/VWmEOA854NW/m0C2kfSoS0YUSS5Jsjdz4SVZ0FwWPlKNBt8ulyvMsDqjFUdRqq3Q4S4s8q3ydQnJd6qa+6Qy9PcUX9AzE6/RkJghcXKCfW7chKvk1ThK61s98jIfM2OYnnLyHutfctJIt+TZA+mPiT1szv11YbOIXVtdUjMnYdcmif5Eky7zDlH8rElGTlNQMkhuR+aO3g0WSAorEEeY+db/khFGyhQRNxZTgPl+ZipjGjyyGnBS5Uq2NF+a3G0Ous0acQI0AR24nMS1AUBdvsk2Gnq+Ty5LvRNpmAnA+0JafT9Hgl2T0g+MaebvKMERtrTQkmcSsZjNe400G4SILdNToaonhpIyl9g5zpU12sQfNjaTMIrPexOYDg52GkQ+4CUcPvgmwO7JaE87jN9U4a+v030I0wHfOUCDnIOFCqzcwrxsOskeO0QctEDO8naK+SbHGQ3nCf3eZEiqvc6J/L/atfqycKOu5dToKk8BHawGoai5/U4oj5auH7AKthp4kn3SV78OXNgJ069ILmkvKICOz1/nxwjPsnm0XovVaqgASkA0t4a1AM5qAV2WkSuXbJo5y6TICcjRDOdHxJa7XWmYKdB6eB4g+j41wjgFNDM1cPDNn1wPyQHq4ymgemURxXKj4mBeJE0FDx81rWiT8E4aKhOT1p+bzENG5E2diF2sKszexXsFuV+efXkaj4O7O61su/acwWU3yZnsut0kCtJ3SfZcIaoJEBR2223sjwiZ7AVR+igATnbvsFUoWqNidpeRrLK5OxKx90jVpmoUo+tOrNTXqeZ9ree44Z/ZXbO1i6Q7y7x9pTCl/woX5V7HdjVqUEpvyWrYCcvqO4Tu/N+66fPhFEK2Z0u4gPZfAsCOhT5JD+ICPRZ8lVoI/mGqw0ylFOzPt9p12pJtevxd9v5XZIcf0zA3KVWxg/JLhUEwNQXou7TukP5zRZM/YPXW1m0AYxCT7fJrtwiOcsBObQ8kOMJYdzeJuFGPjRNPGwQMHyNfIuWAikk5pVH+Iyj6qayV07k9fZlRhuW14LphlWPWvvuksNK5fkNghufJ1eTyHBUHg6flLJgx91Q1Edq73LL/za5jH9hH7WBIErGlVYXnLN2E893iF1aPrI1NHy9ztg9XhcPAnE1uyA3X60BRweWRzVy/ZqH5Gt6BC/yW/vHl6f78ysflePoNMkBFRlwSIwd+ZHPWBkXpB9Pau+lTY7TPuAO7P9rTHdQc7DT5jRa57dj12k9noy475I7S51hCnYfEoC3R66ju92edbHdf4MUWA165bFgOrCkgxSyMpBevgUBPOfIPSVEyi+TgKrZt++Qesz5jma5XiG9WA52j8id7G62Z15u12hCAU4OdgIwd+JrEM6BnfNu9emCXL52z+qrvH6HCOHRGhQpNQc7f3aP7ziIVLBTGMjFlv9doq+dV8m7KZ4rg0nreQ/og53u9zLKk+ftClNAohxXOy0759V+6gulgSlPdV4N07H1kGnojfet2wweUepg54peCpjWNhqfvmZBE2Eas15/zZhX7v3SJQlw1VC+aPk6MZhl9G0x3R5SgLcg45jEqtxbdYucqTzFtPPvEoDgMeq7hHBfaNfutuslvNW17WAnZidPl7xeKstFcpG7pufFxJyBjATIylhwZqfQhGtMFwU9Jt/dJFC7TcahK4xGgrtpv6tzQKmCHeW82kTGHcyDnVj3HhkGoL6GCKN52+ohYPE8NMjEnJw1+kDvMbuzpII5T8aySZGo7Jp1lxyJuTiz22VqfFWwg7QE1E7extUgXTCVJ8/H6yynQgW72j7VQIf0CkvZKg/NjNYZaVcsrsT8OR7NoI2oNN11QG4c9ZQpy5VSuUvfm7iaPhNGqesBdekmuSZR1XifaVMpUvo08GPErOcNIuRVfg73H2yRS6sEfW5YPQD+S6L55MiUznsI/FekrS+/SBUt12HSzY8Jn9kVcuZ20f5fB36FML6+TswM7gN/lIDQHdL35lF8Lk4Le54bPw8Ibnue8KF90Or2q+QrBr9OOue9P7C6uNGnJD5VReyAgMdXyb55whRCjlrZHpMTO/etrYfWLk+s/l8n1NZrpOFDKZc7130o+bIpyZcHVmjmWDAqGJeaUZt45L3kZi56Tm1YA2F6fsXBznk7uWx5Un6qi7dvz/h0w3dZrntCOjLceK1Q52rAuaufF704R9oF90hD9zVyzxw5GM5YXsuS73ro+tc0jUxnF93x6PrhA6Yd6QuCv0oM6DuEp0q6R2lJTuGLP5xnqrcfA/+c9Eb4LOI+8C9Knu6kdYDzznKwE0m/08p8ieBWv04YX18mQ3V/kjTWxBN8cgCmg8zLohmpPULAzpLv0dwhPFuvt/u+3MpWeYLK3wM7DXL9du/XYXvGVRI0KtgJuA/I3W33mA7+KyT4PCZes3ObMLy1uZGX0fmdG3N1zw4HOyksOTO07tc5mnvUfE2lO9grOFSjWApBSkr5STG50Vjlpzo7HMh9oqsqEy+Hg+uy5HNA9JecJDViwZPK4+2i/FXXK0R7XmrX7pHtLbDTMbc1lqwawi892PnMqFiBrtFCJDW6FuhqPcIV8r0GWl+payE64Qm5g+j1dlzC9JgIAdF0gARAg/hbTBeLVGZXNbET+vPt+UcEMdeCmC3C+HqNYKbvk4P7Hhk371pPg9pDL/x5MjY1AyateoMYsN8mhVEMzxlBZQYbTOvlbePX6dkfESAusPHwAg1erdW8TYKfOyaukOEvT4ntP++ScWvO7OrsKdYubh1UsPO6XW3PuVHOubKVklQdZKT6ji1ujKp8S/vW8+v6AS+zH3fZUnKgknzpvE+PeL94WTzPJbkjioN4z5CtYDdYnsrvPNHmCjNRmy0IBSsvm9pEUyUCPI8NXQ921dbopmEYrgzD8PeGYfjmMAy/OwzDf2MYhqvDMPzjYRi+1b6327XDMAz/8TAM3x6G4TeGYfhjJ3mG7GrvehlhMO12VUvNp/WVv0PwHIgh+xrpn5KBpAo/ImBCzkqF9yqIQ0PLgzkekP47DR0N+0l7WZ2WBIx+gXx/9gZhtL1CvCruzxA87T65X8k9wkCVj2eTKYHXR8Qe0gd4lXRuf57gsN8nl6fdbv+19MqHy1g+Sv7foczhbdHa8H1SFAVb7nvbJSZwfpfor3usGnZyMN9s19whl8xX2JRvUo4MTz4ZIRjXPZVjbxN+TKmGOuTFl52julE6lvsqdDjHolxTDcgKGT3DtF4Dq302lHP+X/lqXAm26iyuH1f96/MG8nXhuvY+0beXiX65RG4Q/ioZVKNZVPfdfloc7UVg3UTQlXwqutcQFex+j+BSApjXyHBEgZ06+zEJdhLYHWIgymBSx6rTNWWtjoFVsKtgsSQ6+k0S7AaCI14jQPBPEDxTS78OWxm+Rb4tQsbTUXmOHOBYua+Qzu03iQ2S3iMXRN8iNhl4yHR3Wzcy5sBuKB+dE1/eIWabNTDUh+7pvE/MRn+rlWuP1eg753G6ZpdVjrgoH3cpO/8X2G3Y+Vp+BztxFuczUjTuVK8ygh2fA7v6u5ZlDuz82HGGsIO4h5UojUzrANP+75VRY7CCnWThAglch4Ts7pFt6mB3nYxWUOiu1/1TArsXgnWTRlcnuDHjYKckDXuO0Pzvk5sLbRLMqQd2GjA3SANUO2oI/NwroEEkg9TL0gM7TzKGFHd2ilwTepEA5J8mgPABuU70KbkRgOLnFProz1EslpjuISFUWpzzGjnVoAXR98hYQjE7AY1Pyc+BOKyaBBL4uwTYuYdKAKFjD1p5vk8ayspXoCcGt9uu0ZpTlbEaxLT6nmJabg8rcmbnAC8D6TK5k5wDtMBCA/LI8qieI2+rCmDeVuusgR+W2fUcJfWc57ss33MfBzuf/VbSWg9ZPw8JsNMsvYDtDNHWGpMOdirX8SbniYxS4G8A/2gcxx8D/jBhT/wC8MvjOH6N2B7rF9q1f55wB30N+Hngb57kAXPNBtPmnjNMHxNLp2S3L8hZOI+Uk/FylniNnfaKOCBf9+LPgQwEcL2tc3XGyDmDuuCAGKq/S25uLdIOwavOkAbaHjErK47xtF2rIS7/g5y1CnDRZkZn7XOb6abr1S+jY+KTVVR13dCeoQkXWO2Xe0Sb32HqR5EPBkJVvN8+HzFdMqcJB/mE5K/aJ3jdB+SbEEYrr/N2OfO9ju7okAErI1qBGe8R/PUB0RfyByq5r0nDVw4PlwH31/W4hvreZch9WJ4cYqrfqgdLsCqfyl/19Ty9X46DTrWb571RrntIRlQuSH+uVJicLqcJJ8xbJHzJ/+b5V7h+Qem5Y92sDsGO94RHOuOQGBCbJNjJwBPYqdPVwAI7Ce83ScLtHiGFafZ04LoIKgHrARmu8jEJWLstf5H175Dbkf9zUrgVeSQntYPdJauP1gbKUD1NCN8O0wgl7Fs8SvWsg8TrdY6cdFByjrdnz9u382oLgevN1h43yf03NkmwG8jZ6aetjB+2trtJgoOD89Ku7dWhhmcI6DQ7+yGhFO4zBTvnpQ4E8trKeFaqs301Obc5KsfWgZ3LnE9a+cSJ103fbpz2vGYb5R7KNZ6Uh+SyOgC0WVUP7LQE8g7Rb18kttjXBJOHkX+6YPf8sW7F4IQ+2FWNc0B21F3SANwgY230gdyZ9gyhXbzD5CYf7fqB6WxfBbZ1YCdjVlMZ75MvcB5JFiJPxAcEI3oK/Kblq9CSffuvkEeBj4ehivzLIyZjTmA/2rdCicWU3Mhyti0Pyzb9Qai4trvkO4xgyuwk9LfbdQJFnd+2PAUm8ubcIMDuhpXPDVCxBzkZlCqz877RZ0m+g+lxaz+vJ/TBTqGpPqXh7KuXnDH790nAzoHbjyvfWlbvn2cBu8rsdK1P0TjbVFIYj/I9Ipwe3k577b43CKeRZkvF7Hrl7Kdjw3eHYbgM/NvAvw8wjuNT4OkwDD8L/Nl22d8C/gnwV4GfBf72OI4j8M+aN+6NcRw/WvscpsOk15WevMnuks34kLDVb5ERz+IHN5gu/X6XXJp0ilwrWsvhgSY+UV45jxs+/l8R2Lvkq+BuEHzybLvmLjF8LhLG2ga5RMoNUV9evCCG/zkChr9r9fkxwsjeszx2mHIm35dhoL9u0PVx9R2pruJpR61Ol6yuVe3cI/io1hVqokdluEBO0kDuDCv+9DExy6bkbV5Vi8OaIKPyf0hofNye/Qa5x4f8n1rO59xqsN9ymjvEjKzKsaujWs5qcKrcMihhtX6Vw9Vr5CtU+27YOak32SneJth/8VktX3du7CpBM/wy1pfkKppNYnLvgGjb32e6DE9t4m1wUo/Zjyq9KKwDVjuvd17JddwuOWgFdneZRrQdEQNFfEGGyFUCBDSQqkNUXGZuIMEU9KpwH5GLvzVgjwgw3iZ33t0hQOoSCcpa/A4JJjKqVcYdAlTeJmY/X295C+y0JmAgF6kL7MTnKtjVwSmBPirXuLCrfFcJgNoh9K8AVe21R0waaHOgI6bbYp9jukfKWXLW7QzRr1fJCRNvewcA76Mj++7J1SFh7B4QiuGNlv8eGWqyZAp2zn3UL94uSl5GT9XwcsDqgV0dFz7RtijHK9C7Qqvc072QvbI62Gppoo67k0Pgp7WpUmRPCPnXxhWKtvx9piE+PQ/jCwa7F4d1vUauGqtnbIwkEZbX7AK5ttKvv0OGcD4kXZ8PiM64a9f6t09Z9wS3Mjv/vyR35HhIDuw75FTBspX3PgHUt0kh9tBMCZ4AaiTZxxuEy/wNYuB+kfToyRjds3JBskQJVk+7V/ZWAb8HdhdIsKsD/wHBXMWUZKiqPufJXdcgwE67SGjt5jXLzwfGSZhdrx8Pif4YCLB7lQRpeTc1JdUDO7Wvsz5PFZB711Cu6TG7yuYcwHw8VGbpzM6B0RWnh3rU8ng7+MJESrnkPHGP9z4Z0qu1RgO5a4ivC1GZq4XUTyeBwi8Rqv9/PwzDrw3D8J8Mw3ABeM0A6QYRTwDhE3zP7n+/HVub1Kx1dqpH6F0PO7are8QD5Ku6xGpk8yYhpr9NGKf3mEb+KM+z5HvUYepn2yQjx2q3+wzUPgFHEv3XiOH9R8ilV79PwrAMNU0WSCxUbi0Jh3ytiWYUP2733mr5XiNFaiT9G/dI8agG0sh0U0DnO/t2THXeaM/7sLXFW4RxfNvOD+R6U4VBKx+F3B6SPFZDxIfAJgHLPht7jtXU42LOdaoz4TTR1loFITlSuLe3t8OHG1HnCN7tPicf0g6fS6YwurBjSirbpl2HXavx4mXS+OnBWZ259eCk6n/DfrtBKu7lcKbzymcg93N5QPJxX2L/gNxvcEm+m7Y6Debg/TmmF4J1K4IIq53n1yo5OKmx3iWtey3mrZxrk3zZ8ockV6tCp012lKoxoMgx7yQJgn4/YbqnwauE7vojJPi8Q+4EuyQHoA8YSGN1sLwd7G62/wK766RALZmCnYcnVGNKgukDTUab2sGF/ja5ROn1Vsc77Vq1zxHB3x4ynYzRwJN35sjOi/89avkI6O61+grsekoRO1cd7v6RZ0kTOw523t6uDJxHjeQrI4fyPOXnHK7ySQdOLzNMwa4qdefvMCUL1capTnl3bDh3q0l5as2t97tPDDlZkcdUEwaHJFiqL6W8aL+ljD9dsHsxWLeibfW7Rz2r4HkjnSYGvITrPAF2ajixFWnIW+R2lwK7Koha+OSA4ET9FKszcR4Tr4GkgbtNAOhXWvkOCUNNi95HglFqFtEBXcxO7eRgp5CLM+Si6FfavRKmi+2/QNWNKRf4/c5xhaf4MQn/nfZshQy/wvSVNbT89si4MdVBM56H5PSLPH0ycB61eu6SBvwhudZiHdjBKth50kC81/7LG+hePvc29pjdWVbfpaayVGbXAztXsl7Gyux0bX2G6tgDuzlmt7RzvTZzZebRAnNgJyP3gLQMVKezpBPiUTuvvn7C9N1tJwO7kxilm8AfA/7mOI5/lJDeX/ALmvdsDuq7aRiGnx+G4VeGYfgVh4s5DubV8Sr5sPBm0P2PSDjQMcHWLuFg/5jYD+Nuef4FYpmSonJcFI4ISLxEBo2oSwVnMI3U2iJ40yvEu+2vtbx+l5hFUpit6iFdVo3we1YeOdTvEmLzhVa2d9u5e6zqxLNEDM5XyT3sdu38HgFF0p9alVF1tA+drZaXwmtvkW/vEkTeJ0KsxVvUl5rRFhzRzstouUzAggycb5LvjpUfaE5+Kv93I0tG1Vly+f0Gaew+bf/fJmf7zli+UlkL0o/kMqvnqQ/13/vTOc5GOe8wtI5nKu8Kjw4pao/qgPCw7h4knWltcdGO1zqMdr2OS809JWRJfaU2egX4D4gxJkcAltenlJ471k0abZIx00HhnarkDQ+5e62ue8R0s0M1pqJrvk2AzG+RYKf8LhAGlgu4OhSCb11muotvBbtFu07GzTYBeF9u90KEc3yX4FYOdo9ZjaQaCWCS0JwluYsGZg/slI8Mua+0MkivagJmn4xMUzisG6g9sIMAu1MEZRfYvdvOaeBq0wJfzqUZyE2mb59YkpvgbJGbVD0hvJXvENy2Or17YOdJ5RanoLXTFfIVRI/IDTA3CI+iJoDE5ZWX2kK8xEHXQcPL4+1WPYPrwK4arRXs6vhxW8G9fs7htFFBj79qdlRe6GpLuQKuYKd10UeEfH7ElK9+Efhfkk6FzwbYPX+s6wIdrB5X5y/LtxsICvlUoyuuycFCzO4xua70HULIXQtfIDxJPuNX2Yxc0b5WUWCnsov9aerjCjGAZFx+SBh0e+TMqBYZ1bAKyBlPSEB7QBqEbpzK2yXBF8t7kwBGAf990nvyiOkuqRoQlbG4dt9q9dZuJ87sJMCPyLUa2PdBax/ftU5eyJFgFVvk4rh3yJcg9mLJKG3mg1LJy3+a6Bc9/yG5BaraVOtRXRbExAR27i53g853qamg4mCnEJSF/dc9PiXgrNCVr8+Q6ry3hZOGObCrwKtFf1Le1VB0sPOxo9CQkZAtX2MiC+Svkl5L76uTgd2x4bu0JYDjOP7X7f/fI8DrpsI3hmF4g1yJ/gExKpS0GnuSxnH8ReAXAU4Nw9jjaDW5gbpBGHX3me7v8JhpM3iABqToySgdWj57BF+TwbQg1z+6QeZwqfWQcqjruPwIZwiD9Ek7vkVAxn0i4kyG2G9auRUGumjfCsRQ3ZWXDNKRXF7+Nmno7rZ7FMgiWDokO0fHdklnslY/7JNbAzwhON0lphPwbqTet2vvE3z0asv3DsF3terA9TVkwIdmTxUhJh/WQHDbb5J8TUbrY3Kda/UPzXE2H7oa3luEoS4Zukm+uWKP9FeqLbW1gkK75SxwmJyTaZdhb0PVXUnytiBl0u0Vr8ORXa/n6F59Du0eh6AK7ZJDbdtwitzA9J7lU7mfyu7qfSjX6PhTwhmzW9qlcsEXnJ471g2LIcWi6nAXzDpLuU2+e1oC4+sKaofA1Ki41/J5mwCue0yNr32Cx2kQUsogva4QBh+8ArsrVqZzhNDcI8AOAqh+3/KSkSjhFBeQkPfCKbQO43UCYEaSy31M6lpx2LctPxnnauePSO+fjNEnhF49zypfoB0Tx9SeD5db3QV218mdXt1TBAnC4mEK6V2S2vga4aVUxNsOuZeJOw3qt1IdUPovnnOBmCeTB+4muefKPaavHhLYqezKV33oXMrlogJMlemRVbBzIHE58PGxSZ+vet6n7Bo3egWkPbDbIKPR3iRD0CvYaewdWb51HFcgewD8GulAqunTAbvnj3XDhqlA14ZqOP+vRlsQg0laV8c1YCoR13kNog3SWL1ODiDvwCfktom1bAJDSLal+wR2pwnNqA493Z51jwAPAeYHJKicYrrAx1kUpNEqZgcZ+6bYuiUJwHfJBVICuzdI9igjTMKlBW2aKdUi8c+T4TEqk4f77pGs+CHBlL7R2nmHAGEBq5I7F3Sv2k5l00zhdfIljdpA51T7LeBxANC3ZMYdGpVtDK0t3yL7VWE1eoZYq6YpemD30PKsxpuDSgVlB57KCJ8V7Cqz01iZY31eBm8bgZ08j5fbfQ9LHl7WCnYaZ1LiDoIPiCm++/TT8WC3OO6CcRxvAO8Nw/CNdujPEROMvwT8XDv2c8Dfb79/Cfj32m5tfwq4d9y6A4cYbw4/ruq4ra+ZGBd7n6DXekDsHnEA5X+ZNLgcGkemr2qrpHrJdPOh6lPQfgbiTJvksqojgrt8n/R3KV8tT/c9E2TE6RoFPjwkIeqIgKn/mpiIEOTofg2/JQHHt9p9j4mJk/cJbvIbBFdTxL94ySbTGVrxEjcmtVHQh0Sk4Lstj3fI5eZaNuWhwb5uVuXVOs6d1lbi4+dI/873Wl19IkITAzAdtu63Un1Ok0vN7pF89Wn7KDDhwO6TbGoCxJ3qSnqO/F3OZ33yQnJzZN9uoPo5z9vrht0HqwNaUHRgx1QPqQnPT22jABdFp91qxy+Uclc+rLrVGf5a9pvAPyBlsgfZFf6fd3oRWDdJvUrDtDP02xdawzQEUh3mgi8BU0eOpDFykdXO0+DreRCWxEB+zBTsNKhOMV1etUnu3ib+pKUmvnRFXjcttJcwOPAL7DRzKKDYBf4lATLifQKPR5bXHXL3rSeEsXezHft9MgRY6yDkRK4zzlIEMp7vtLreIIDoAwJA3iM3EdKkypF9O9ipjOKBO61e6muB3War5/eYzrx6H/WSg52U4dDK9oAp2G2ShrYDlAOF+lhy6QO/AmSVXwcCV7QOdnU8OGC4nFaDtl7vgKgxccAUYB2IVdeD1i4fk9GUTkyUavkd7Hrj5z3g/8rqxlSe1wsGuxeHdT6IvPGrIeoxQxrA2LVqoCrMLqxiewI7zVoeMe30kanh5bNSkGGIEjRnFTJcBAob5IzpSG7np8Gkgap8NIvqM5SjPUvrBnyjoj0SrAQaAgEHuz3SGHhCgMYdAlTeJXcgeUTuqCpPlA+yR6RCEPNTPJ12YNNs9D0C1B3sxEJ8gwIBlwwtlVVTDAI7hWnLoK9A4cfUn0oOeApjfUCGNMs6OG2/ZaQ5s1syjQ2rYOceLgG48vFZxWoUqj9lsRwHds76eyyzAqGu8bGjMnkZIXdj2yPlsgLYonw0VtTmtV1GQib+L0z7vgL/erA7yUwpwP8c+M+GYThN2AF/uZXs7w7D8FcI++ovtmv/IfAXiGCxR+3aEyX3E6y7BlJ0vPvVZJrFkq73Lvb71LQ3SNvfeZ/7HFwvVf9E5WebZNDDh3bfAdFQjwk9tUEYxT67qyQfV0/PuW9Ivgol8TNxDPnWrpEzeTtE8MoZ8nV+rxIdNhK+q0uk0fYmIb5P2nFa3jdJUf9my0s+tzutXFutfd8h/ZcOCarPNsHlVB/nCSPJx+QI0MSBeN5pcpLilN1fIWVgtc82iM1J/xW5LO0J4Xd8n+lbH86Ss+hqjzPkW8fc2NTzsGdWG6SWcWQ6QSM5G0oePe7jz9Pvo841NWDH20WhzUoKXvHldRUi9V/j5Qw5jioceRndfzfXJp9CeiFYt9agqI0gY8g7X4Jbwwix/9J9EswFuf33cWDng7MeU9lPkzNMp4mBrnsOyPWuH7Z7rpBGqT/TQ016YFcF3vlJBbsnTN81v9P+nyYG8y4xy/o9Euwukrv4vkKuEbxkdblNcp1vtXaUkbbTynSRXFyvJVoKh3ClI7DTeQe7JQl2vvhay9CeEgN0hwyVnuMrFew0wL9KhClokuMxoQA+ah/JXw2xuUI6KBzsfHDTeTblfAWp3nWu3CuY6rfu7d3jHHMsxxxoN+241pF+ZNd72/kx1V9eZso19Vn1Guz/pwd2LwbrVjquJm8UGS8V7NxwFdgN5b9rkgUxGAem2xAqz5OAnQumBqqmO+6SM1xHhNBoscqCAIPeZkY+XT4HdhIYlV0C+JhVsNsmZzP3yIVU8oxtE8A3EGB3gXTrXyWnNi61+8SytLBdXrbzBEjeJZndA3KHOS+nM+XL5EZTHgqjPtBgkyNAUzHqsw0CtC8zdSrU5OxKjFg7nHyntQOtjV4ljGsxzpFkrvJeXW3HH5Kxe943YuHrmJ0f6xmYS/v2Y+usIN3fY3YuTxWAJEsql8DuTslDwOjPUvkEdvU5lRh43F6v7OvB7kRG6TiOvw78TOfUn+tcOwL/4UnyVXLy3TsH0wlumEKLzuk6dZk7RuWXqDrsDjEEL1n+VSQceiBn2R6TcKngiuukEahQVflUNKsq/9Qj0iclUfCyzw0971aHMfmCzpOQBbl0yNtgs5XzO+38rdYW2+TGTkfE0H2FgA6ts9TayxsEZF1o+b9NcMEdYuifIYxVwbXUgkOTvuXvk1PhbLt/v+Unw/Oe9YUmEPaAnyAmQTYIzum+UecgWFtJTWwQQSyQy8TuE0vRRoKDSlU+ISBNfj7NOKtvHGbUzjAd8pUjKVUV6fBVjcC5PKp6ddWq9q5wpnZQud33pokTWD9BU7ma2x6Vd6qOdVlapS4vePIAeP5YB0wrN9cAc/cJIOp/53E1Tx2/R3AIeZZ6+r1OTCyY7kQ6kCEgArtXiYGwJEMcNBMnHveIXH5yUrDzMvm3OI3ATnnIyBC3UTpFGsmb5Fbn20zX+d1tdfqYDJPQgvdbhNftYqvb55mC3TmCrmvplfrIQzTE+QTGAjtNEuy3MmjWVoa1IvI0G/sNAri/Tm5YCVOeUMHOefhrpPKTYvoiaRCrP54Q4C+HugI5oQ92ztvg+D4VmPSU7tzg7/E8HztOJubAzsHR8z0q92O/14Hdk3K9g91Y8qjPXUd+nnN6IVg3IbV+rIKdN4x30hyzcwPIGZ20vjw6Fy3/mnzmSve5B2ggZ1ovt+PXmb7HQF6dod2rGcZdK5MLnLvje8lnoZSklcXsZOzKyNWAXZJhzB+RIR/3CFankJSxle8qAQKKX9OC93sE4InZfY4AgB1yp+H32//R7q1sy8FOUwVnyM11FCd4muirI3JzgY8IMPwKOYUjxaU6SB5cMajtZBlcIUKqNVt6n2CI18joc7XpFjndIIeG8nOwgz7YVQvD+1DlrAABq3n0Uo/ZedkkywLWHtg56XDwdfDp1Uv3uyfbgbsa2b1Z4B5L7qeTzpQ+91SrVsm4cy7su2K9+9mkMyDf46mhrGE+kn6ZC8QwmzOAIfWcYEvDQUNLfh/toaHnDKSDWXtxVCPYjTTnFBtMRQhyRcNlppsRnW312CP5YYUM+fn+3+26CwQ0yUekyQGFL3+dgMPz7bqPCR66S3KoS+36PfK99xsEx9EeGqqP6qz1vTICB6b+NvFB5bVBBgWoLvLdiDN9wZ7h/aNnq50Hy3dobfBFwii929r3ZqvXN4h+vdXuOcN0jzPoR5PBFB7q0PT26HGZniqvtozbFbq/OmpUV7dnKmT4Ma2oOcNUHtUXurZXXsgdpOlcU7/lXKiUodb9pUpVJ/U8DseBHawaozp+mhwom3atDLkN8u0KtQxVpwrsIAeT1hsK7BQJJN0OGf4hD5bKr451kHMhdiFTmS60fK6QYPeUfA3aPaagLl5DO34X+Kdk1Np3mL6L1ff9+DIBYOfafbdIL9Q98r30WjwvPrdBzCsJQKuQn7bnCezkndMkTzVgfRmdQhC0buNOq88Vu8dDLCrYKVRavPBNAuA0CSKw+3r7fbfde5ZpKI+DSU0OdlWOBvqy7fLgclzrMsfjFuV+1VXffq2XRfIn2dassLd3rc/Aapn2mPb1HNjV416PWreXLkmwK7NzLdcTiB7Y1SSwg+kL/9SwT5iCRO0k7wAHOzciT5Ovc1FsFvZcMSdtPNQDbtekeuYGq2B3vuUj0NM0gMBuz+47IgFd7OkhuUvJOaY7Fss7p8VdCj8+Ta4buETG9y/JqQhtEiTm5lMuSgKzhf1+aOfUrxWgxVSlsBbkGtxHrWwPW5tsWH61fZUcoM4QAH635XO+/b5ATKMob62X8Dh/Z1Ew7Vd3qVN+DzPnqozX63ueOgfSReeaCqBe3mqsayGaQpxc9lxG5wjIA6bjxxl2D6DnlMR6sPvMGKU9nTXH2/x6P6f7qwHnUCTOU4m263+HFfc/eNmqCMi4kvH3xPLXM+TT2rDrLzJ1tGL5VQetJgIkSufIpeuXieErKNDw9n0aPFz1CRkVuNPyk9P8O6UtbhG+slvEEL7VnnWW8Dct7VluBO+SfhXxL/0+InyOukbL0vbJd5VqEkNlPyAgRmU7S75T9GOSQ1WflH4rLz8nPrnRnidOukWu+923eoyEj9Blrao5H7LYb5WFzrX6X9WmJ/X7ohwfSb6q867qe8ZgTVXOsPyqLM7dX6EM+jBVeeRcm7zUPM3Baw7sKgn2c5UIO9hVgl4F1BeCVyKuY7qnp5NlREnH7THtWPEzgR3ksiHfT8HrqPwlaOIq8hw62F0heY1zGV/GorL4TNYRuXxK3FIOdHG6OwSo3Gn1ukVywm1yMkIzmI/asV0SJOTNUbmOyN30HOwEovfbf3lUBXby2gnsXm/ntNGllgF5O/pgcrDz/yrjF9r3FrnuV+Ct/tDSLrcN5mTVj1We2ONoFSx0bE7u9Ftg5zJ6HA/0MdLzmCm/Oq565atlquf8/qEcp3PNS52qZpxr0N7/48DOgaoSagmGwM7Z30nADrtfxp9mYBdMn6nF7GJYmtUUia95StAEbgI7AauMx6ckKxKzg1WX+GDHHezk/RLD/YDpwNwjgGmHAOb7BLieJndZ8RlpxT9pNxcBrDPLgQBKxb5p0wBNmQj0PO7qKTmoZTS9QnoUpTxgKkd1+siNOVc+p4jwEIWl7JFh1u658ri3aknMsRpYD3b6v+gcV14+feAfTYEcslpfv0ffvedWoxbmwW7OWK5tTLmugl1vrJ8c7D5TRmntmnV8rCcqCzvuhkf1RUGG0PqwkHHl0KShX0XKn6XrxNG83N6lWjKk58Bq0IMCG5SqAeyT65fIJUCvEWGmytPzPUvAoyDC61XbR+XTsUOCbz0mQmTlp3tAzCweEVAnrudhm86RlPdItrUMWO3lobrLl3UK+KNkNJ7g9qrV7TFhJD5o9+20/L9Qnu9Gkyev/x4Bt98gAzkuAf8fpjLhq1cqH+oNWVd7MsgrL9N/9wXXYQ9pc7hht2CqdpflnjloqM8Wh/YxIDXu5as8r/LHk8BPtZPqeHYu/dInBw0/5qkCkINPJdu9/z6JICDy9XS6vnaM7q/6WQ5xSh663r1hvgeGA1gP7HS/8yEI792N9v9VwnMmwXcDRW9L0NpLNzq8Tby+qts+AQKPiB2DPyTA6SEBKEsCcO+RnkcNwDpDqoGitpYHUGCntteM7AHwh4hJjkOSh14jB/0jYoJCvG6XAMA3OR7sXCaGVqeHxMZX2in5IvAvmAKITwjUcKUej6/8sDrue2Dh9/lx9wj7RJMv1XsWsPNjDqj+vDoJUcFuZLV8JwG7Xnl6dX/pUhUQJR8s3gA1fFDn1wnWyFRjCexE7MWcXHudBOzcIPOFOJUJatZSYAfPBnZeviVhiO62a7YJhgNpIEOGPDwgw26d8bpBoef5oBGjep8AgTtkeMbr7bodcj2o2Jru992OBXI652C3IAFMoLUgAPUde+YBuYX5AQFsu+SM7x5TsKsMu2f0qR8f2b1nCIP3ErG4zK9T6rGo+lvX1XucwbisVIdJzdPBDlKhPGVV5ueYrMtyZXaaFpJs+EypylfHWAXoHqDWVNvI7113TaY66fKppWpIVt2h5M08V301v0dDYfn70KzdVw3Ynq7z7nF9WcuhYev8bCzH9pnW+dDyUN7YfQpBPk+KlZzxggjnjVrf53D11H57GytARHnquTst74vEUL5M8LJ3CMjSJuMKfFE71skY1UEQphlI+drcD3fOnqN8LxAG6QE5gXGfmM3UioC7rMqG+spna+uQPWz1+W77faqV4avATxLcUL46wXNPNmAVdmB1uHsZ5uTYx8PSjul/Dzb9Gb18e6Gynodg8TohC9orsMJ+rw6D3T+yvn69svoY0iZbL23q4f4cSV1H3nXMwc7BSUkCM5ZjPV7WAzv97oEdTF93Vjtds5knBTuVQeEmF0gh1CyleJ6c4Q52/lw92weLOOY5u0/llmP+AgEolwg+9C7BkXyPEZVbgO7/VUdd/5ipp1AzrI9aOS4xBbtzBB99SsyMagmWJju2yLUmJwU7VwIfEEu1RnIy4y0ifPcqufxMfLs3iNcN7DmgqPdJZivYUf73wG6gD3Z6poNdb9wIrATu58j29JCVHj97VrCrfeRjSHvnvJSp522A1QaZ04KeBBKV2VUhc6HVdS7E64TR/1fjROfkZauACumyfhZm52AnIZTXT+XetHsc7DRwDpm+xkTAqPI62CkpTOQcwe4ukLvqKqR1afkqb5+x9QGqEAt5ClVP7ST8mACWGh+4Qb4/9Db5Au6brW5akNaLI3PlB6tKjZaPNjTQYLtKGN8XyO0rnR3DqoyeNM2BwXFgV6eE1jG7es6dEvVetcUGCXZ6nZCsBge3yurWgV2vjY4Du/VzoZ8ZoxRSvLT0pQ5bhwE18xGrTVObce5Zgg8ZdHqW+w8W5R59u4HrYZUOlW6M6lnOC3T8iGmZsfuG0h4b5LCWL0rDCqLLXyUd8ooyU1soEKUaJ2pDd+yPdt8D4nUxkMuZHpD7myjaX0un1E7KS9FoWpWwJJfjKCpPb124066/S0yICAavE1Cy0+5/3c49aNdrfbDLSe3DBatqAcKPtkmuiZRq+wLTEF6Hv7l+q+qv/u/xRhl+7iurkOVOkzk41rFFudbzrLDuM5MKvZbR7/7RCqsL0jZwqHW+qPr5tz/b5UUOijnj+aVJlbT3GmtZrulxIL+nZ4TqmrocywXH867l8rwlhL3zMv6qPqNctw7s6j0bZKjrEcmt9KqZTSJE5BTTCQvlIz7lPMzbViHGHsIirvfbLQ953R4QfOmQAFsHO+WpvBSie57sk/sk59H6VQgwU1jxO3bNNWLiQEby69ZGe+Ts6lA+VeEJUCrfVijwfRJEl8Q6jX3SOK4cvcprT4n05KAq82X57ZtD+XV6rssgZH8t7JpapiO7z5Nfd0SGVftugC6nrjB8SduzgJ3y6YGdy+dLmyprcg3rLKwKVU8LeKc60KmDKoH2QdBjhNW4VRnq2gc967BzzKcDsLrNgZ3K60KkRUSaFtDidtr/66TAeNs5Y5DmrJ4csRc3EAZyB7iBAAOtN90jw5AFdn6/MzuVVW2i6QW9p0tApfWlj8hQ2QPCI3eRfJ3NVWuT++SOb84oe6kHdksydFebKQl8rlt9XQE5OPn1no4DuwoKvbI5oFQF3GN2LsMONipnjbNT/rr+iHyPxkO7vlo8+mwyfV41Upf2ObLfFQAd7I43OT8z4bsOR3XY9PSid6tfq7zmOJG+qyFL57/rO29eL6eLoj/TIdHLVw0CldefUbvNofU0YSTdIkNy98m91mRICEKcK3q5fKhJ/I5I2FC5BnIz8HeZLoF6hXTua1jLgHZfj/KRoSzj8zQ5K+mrNk61ctTVCtpTROUVl9wiYOca4eO7Qa4iUFl6KskhZCRXPnxMwORABniM5JsmtM1BNaiw3z1OTzlWVVU9XiGgp6pVfrWLOxRqKHotk9ehjg0t2avXeRCU+tXbdsOeX+tKuU/3eGSp04rehNxLkXpg1wMsNwSrIFSd1BOOagD4+Qp2lVDr2JJpOf1+3VP16lDu9bQO7BxQBQRfIF+Ld0i+YkbGo95G0ONdPbAbyYkOfzuD0gXyXVlnyM2RXiVfq6fQEOd/3j9HBMcS2OmZAjgZnhXslJ+DnY6L250juNQ2AVS3CCC9anVwb9Rc0s5/d8mZ6O+Qs8ZXibbtva+s5vtJwU4A0FPYC1af45xR9/myPA/9cRmrjpQKTs8KdrpGywB7ZaTcNwd2DtovZZoDu5pcE/cM06qpKtNSvj3v2hyz885yUJu7fyj39sCu5uP1cO+Dl1Px/NdJD8lICIVmCwV2Wmg+B3bVMJAQ+3u3VK6z7XOLXI+6SQx+Aa7A7hTTQeZtsNWerxfxniLDTmUsCey0GZQMlAX5QmA3fvX6m20yBu5uy/Ny+/YFaV4v7wfId03stWdtEmHLYr0XCRDWIJxjdi5rel4P7CrL9PurkvTre3mL2UmxCJh8iss9ZVWxVmapGXzVTb+lRH8YsKvjzPNUX6se8+kzY5TOVU3V8S7oQQn2XclshYdKwGsZ/J6q3+eeVWHIYaGnW+sza5l0XPX2mSNF+vibBSA26fkOU0NUHKjCevWpaDm1oET6frM9R8u0nlg+2itDs5naqHEgl8rrLVha9u9tIxG/TC7TEnzJMHFIkyGuiLg94A8Te6hdb+X8fivDrwF/htxX7hrTGWcvh9r7PLGUTBMhHxKvrD5o9bhE+vAeWTv0hqonl6G54VjloNodfswjJTU29F/12rB7nKP5b8FODRY5svy8TnWMimNJduQ/rjaM11EqS3lttWulMt1v/tJOIPTAzjnWOrDD7q3/sfuGzn2V1Ps9PeLeAzsXnh6H6+ntXr39GT2jxvXtghAQ6UuIBe3vkrOhJwE7PUvrKuTA9zI9JL194k9LQsg/T65l3SBf5XeKADEZcXNgJz61Sx/sfGLmNrlcbNnu+TEinOMauRzsKfBbwB8nQ42vMHXMe1t4P32VBLuPiZlaTRxcaPnANBLxsORZU/Xk9q7ryXHPYITVjbtchnvyX4/P/a759GS2TsJp44Ma3nQSsBuJNpXy8PzrGHip0hyzk/apYOfasjZs7aSe4VfPz4FdFboKgPrtz3QtOjAPdm4YeZ49FurGg3ZI00yjNOBb5O4hYncnZXai+AIb1VXPkdHpu/hqV7UP2zm9nE8esi3yfQ/avc7bxsFOzE5aXfUVsxND2yeZ1F6r83b7HJIxed8idjc5RYDtRcvT2xqr59Dy02zuHdLY12ZSl5lu4OT1qPnWvqvKsNff/n8d2HnezuiqLPZkvxql1TpRe9TkQObMTp5Uj5vsjTeV5TTJcvX6Inl+3YPYUxyZPjNGqVKvSwdWo551vpLsXndXfdXTX7XL5iYIejBTfYH+jDnd7WXrQVvvfvl1vklylVNkNNvHZNSV70OijR19jac/i5bHV4l3qld/jA9TfR8Qrzz0ei/IIAzp7T8C/DoBXdp9WOmwle1hy2OLDCqobfm05atoPDmXtQz+IwJCb5O8UMvjv0kslXqDjPRzyPeh+BXSIFoQIctqVy3/gumMoEO9y6k/w+Wkx/ddtvx/lWuVS/l5hFpVrT0IGZgakXW52JzsQV+OJQviaoed+3SdxrHLi/Yt9LKfzJ/2EqQeR4H5BoQp2NU8/LoKRC4kru+gv2awgp3n88OAXdVndQDoGoHd75GCcIp0pGtReU1bTNeS9upwhghT/RbJgzSgxb1cnzvYQQLERfLNCQfATxNgd5apYNPydmNVwOdgp+fpDQyaTdVA1/bjHxPhIHdIsNPGlt8iQOw68+9a0iD/vNVlgwD/W+SbHM6SA7WGwro8VXtCz6kgVBX4OuPRr61Of13ryvnIrnWF7GDXs3GeFezkqdW6mJOAnZ4jb6qX3ScQXuo0B3Zz7Oc4Iu359MBOz+qB3VCO6TrKsXVgV+txklRBXkKggfoBCVxidgtihtBfkKcyOth52b2cpwiD7Pv2PAFcbQsZje+Q7EWaWetNxbq+QYCiYuc8PuqQ3HFOs58H9jwNnGX57WHJT1oed8jXtgisNP3xfcJLt01/Uba7td+w+p8lAHSHfPmhTKF1YEf578A2Jxs9sKvH3XiW7DsrrczuqNyr6yqz8/RJwU5xjFVR+XUCO8i28/eZeHnnnpfpM2eU1q7TsUrke8ahhpFPks/lXX0I9bxzJOzaXl69ctWye5oTV79f5fcNh6QHdb+6/yG5Q637oZSPIE/Gw0AGWqitHhL7XvgOwrDqG9ywPAUzgk4ZmVrm/pAwCB+ThqeGl3wx2+3aLYJL/SsChiT+zqG0NF6BJF+1en/b6nYe+Kl2zffIt5RdICPV1O4VTjxi6yzwNcIQ/YBQDefJyYSah/93mehFgfk1C1bLIn7lExM+w6vreqsIXParal+SftjeM3vy7ucqdMqPplloQaKXydvF890iX1Xt7fDSTx4ozVXwOH3mA/IkedeG7+U5Zyz2zun8JwG7deAtgg6rMeDiUA4ktSwCJkj+MjCdSR0J4+0De4ZzT90rw1gDWHpeG0oqlFavEXxIGNBPybcNqNwamFfa+fPEhpe/RfAtF/oKdjIYv0xywu+Tu4CdBX68XfNu+/+QfD1f5VPeZj6bepYA1C2Cr+0SYHlAePZgtd17hmYvdAOmnKqCQW0rOsccMP35vVlUr+M+qzL3ScFO4Hae6Rs85pSAl1+vn5T98G/AriUfgD2gglXSvi7v487PgWo93wOYet1xYHdcvnNgJ2HzeCw3kCrYeRjrU7tmIAbAh6wyYhdsgZ271eV92SAEVyG58o59r/3esbo52F1qzz5LeMjeJ+PoKkMRuIrZvUq+UkbrE9Ren2u/b5LrKxbEYi2fiVV5VFdZBloT8Wor292WxxZTBeNt7cwKO18N1ZOCXXWU9MDO81A4jRuEdaz8qMFOzO480xnTOn48b7FcbVolJuhg5/f205wL6lNJc5DkXaTftRnV/XX5UCX+vU99pprPl+7WPA+ZPgumTV2fT+e/7hk75zWMevdWGJevzMvoInyfqUPfo9Z0zT7hgJfh63XXMynnDsv1EqZtUmfvMnVSu29wSb5ybyCgSxFOdaZaz/O67bR8/iTw3yY43yYxO/s2AcWvE3zuXVJmfDWD/gsO9XvR2uwRAYmaNPjY2rKqKg+ZdWjp+a2qoTknK36+zoL6dVXe/HuO17kcVSDwOtQgFcj20jFtLnqu5OF1cHh1NYH9V7tKrl7aNAd2St7pY/ndI+G9zneAq8/sXTOUY+sE60cJdnP5+W/X2xXU3Wm9R4bf+tS97oXgWDustq2DnYDV48n9W0J8mXSua5+O6vF0sNNg3ObZwG63XfPTBOBdaud+kljcf5PgZV8gDG4f2D7AKwCqHnprgoOdZmKPLD8sH1iVFW9HyjX1WiUHIv1/FrCj3LfuGcqzVz6XM/fG+sanFewq76v2T20n/a5g91KHhawDO2+8aqw42PXOeaoNvOhc22N7lOsq2/P7mPn/ScCup/lVXw1KZ5h6pm8+I2YnQ9HBbrQ8HtsxZ7Retsrslna9mI0AC9IAqoNGYHfXyrJN7grn+dWYKBnEDwiG8SUiVPdS+/8Vcve3awS7u82UXah9e32n67TbnGajIQBWnkA3GGvfuDL5JGCnwd4DzKp0e8rdZcdl5YcBO5c1j+1zsDtvea0DOy8T9r+Oqfn0mZsp7fGUnlh4t8xVd45j1dTrUr/ey+EzUbXbXR/W+lTdVc8dl5bE0NRylJqvizhkxzrX8br16uR+sl6ZNHGgEFr5zXxyXj4rzU5qFYJCNV3PDwQMPCZg5j75dq7qU5HfTpsjyae1RSzz2mvPWxKQttHyu9jyfh/4U0zlBvvvM4m0Z/weEb6rnYYF+c7Rap/C1HkP8+3Zswd6/EZ5u+xV2K3jptfnfm09pnK7WnRHg47JUNSmqNo4XvctCJ5+n2mbyth3h8h9pnuT9MbPS53mwM4FYGBVIPzeem4O6OYatSdofnyOdH9SsKMc69VpJAauXpuiY24owBQkJHxO7msdeuWcA19/n5fPlPrAWhCeNL0IWqEaPlAgjcAD8h32j8ntx08Cdno36ffIV/gtiUH0env+uXbdh4Tx6sa6yiFwcDk5JBbP/y4xoBVGAxnGUPvU+2CdnCr12rwHon7d3CxilXefSPN0EiU+B3byqur6c+QW7C5X50k57YGdnll3x/s3YEcf7NSIC7tnHdjpfM1/Haity/M4sFt3fw/s5pILgjO7mjzPOpifBezWzVJp5zcxO4FODbvcJrW+PFobTAVdICOPoJjTffoysCTBrk6J3CWBUnldbv8HEghdMWgQ98BOz32XfLfWY7vPw6BHu3+dbM2Focwxu8rMXLEty309QKtgt47Z+T3rwM4tgAXRx1pr7PlpLbGDaGV2IyEfPiZ6fTCfPjNG6bpi9sj7cfdXrlOHr4vxHGzVyfkef6ipDg3Ps8JvLa9HZes+P1+Hh2DBIUEi1oNWXVO5nBuyOt8rvzaP1GaQI9PXBkocb5VjtQ30DlKHgCUJPaq/LxNS2TzU8wnhJ3unXfcVAvp+kuBp3wH+EWkQ75FcU8/1ttQwOyR3773UzmtPE1j1o/lwq+q0Pqeq0TpMVbaew/6Iad/OydEcJNYgCudm1d/nxmLv2FNCRV0kJp0URLNP+B49us3rqeNSOw6llY++tGkdeNTB6t89QfLf6sgqlD3uNselekA7B76fBOzmBk7979fXMte6KNWB3QP4ZfntgOnl0HpOgYfCgX2dqEd6SWgdHBbkO7vk0dKg0zKsOgDnwG6fGGjvkmC3S2x+tN2O/xPSWyjA6jnhvRwCldfIcJIn9GWhB3a1rb0te3ZB7x7njlV25saE18knnbBjXmaPmDsJ2Pl60UNCYV0k2ly79eq1i+JkNd8KsD3S8QcW7HSudrADmIdH1OQdrO+BKYvpCVqPtPfK+6MAu5qfe9iczTmoVBbnrnJ/tuqnQd6btfP/tY39uDM7X8DvO68dEEah51EVlF76p53RVAff8dXZuJ4JU0+YdjH5Vvu+3p79NjEQbxFbWYpNPGa6cM/BTs/x/6+QL50WuFfZqP1ZQaWXryeXOf9fPYX1WXN59mS3Vy4HOzgZ2PmxAwLotAGCjM19on99NxVP8gjPzfrq2PFg1zPzP5VUu29ZvmEqIk7ivXkqZ5nr/rk8q36j/O6JRD3nnKTHB+t/h5M6zF38HzAVtV5+DpFuEPjvel+vDSqv0G/B54Fdc5EM2pDxp6Xj5wkjRdxng3w99FVyXSHk/mvK1wNVqiyMhB/tFjFDer/lrcg2vX1LIcTiXOKagjCHAphGtY3tXhnPOtbro546Un5zqkrPWQeDvmxJQ7rKdg+qqmFMuaeer0DQK7Pu1R5rt8nNn2TsL8nVIJ7Pkgww8iV7KkuF4s8MMD2P1AOlHn77tVXPwlQAKwD4gK5g50Jfz3ua42Ve/uPArtZrbgDVumqq3c/39PuiHFsH3j2wmxtAAjsJbg/sDlo5/b33cvgrby24F9jJMf+Y6fIvAcEc2O0QA04Re5vAv0WA3UiEgozt/GvEBgG+s13tex33WdxdpnxxTjFVcKgcraYe2Ol4LZPyUxv4f39+zb9ynSojLkMnBTvINcS7RJ+dYeqcUHRb5ZR1/cu/ATv7r++ehup1EGuurQO6utz1uwJUTXNg53lVsOuBsud/HNgpr4f2343yoVxXwQ5W23eOTSjVOC7dMwd2HjKi3dc2mDI7zZgqRPcyueBeBo2HGFSwc6McAuDuEUxiv133dXJd6w7JiK8S6yJ8V+IesOi3jG3fnEl1rG16ErDzcjsIHAd2VWZ6yq4np+uY3Y8S7LTRlM+cP2L15djefyrDDwd2n6mZ0trFvUlfb9I6C+P3wbT6tRt6z4ds1qoTKwfza6vB4OcdanocyCG0+q/myuwG+xOmZev5r/Q8n2mbCxSQKNUNdOpv1UMGm2ZPB6Z+N6088LccaXOkHdL/Ijh0juQGuA8vlVf5KOhDGyS9236/0/5fbM+4T+7Wq1SDKRxW3ib2/vhtEsq8r+fax1WrQ29t93oPrMqyjvXkXG1Q5UrX+SZZMHXc+3Hl0SuPl0FQq2uekP0H2Xfiwj7jXlW8rle+7oxwf+dLnWrjbHSuqTyqAowbERWk6mCtefb4SQVbP17By89VD1jVvT5oqsO5x5G8vBpAPntV8/ZvAZgrlR6I1Wf1BqZf42Cn3/Ia9cBOXG6LALunBGD1wK4qijmw07232nntwPZB+y8e+aCVR6EelRvUOr9JzL7+Hqtx9pUne/tUO2JO1ur/njxLRnoD/ziw86VQ8MnAzstWvYVSMIp0lIJTO1WyUmftxe0km3+gwK4yqKpBsXP+24Vrjmj7dZXV+Pmq0WqePbDTdX5sroy1A3vxWL1nOat19ukDcA7IKrPTMcrv4wDOfzvY6Z2evkMuTGPl5KE5bPdcIADpiAgjUBiwduo4CdhBhgkrbHckDNWHhHcO0j3+mGAjF5i2ZWXAet41wnN3gxzoDnY9w6n2de33OfnQuR576ylTnXveYFcZrFsy8lD6IkCF4KgdnaxUxa7yfDKwO9ZsHYbhG8Mw/Lp99oZh+F8Mw3B1GIZ/PAzDt9r3drt+GIbhPx6G4dvDMPzGMAx/7NhndIrpzTv3qfDjefV4VjViaz4OCfU5vfLAqrgNrOp/+Qt6dewNoSoilHN+fLDrKdfXevtzKoetUNZ7tj9vJCBhkzRO/FpxJ30Em1fIVzO/TcDIOWLDbt1XjftaX0WdLQn4O9OO3yf2+3gX+E1ys8OzRMDGVRJm3WD039j3RYKnXWU6S1plwOGsltlVW4Uvr6vLWpVHmG4F4HDg+Uru5vrOy1WP17Eg+FDSPnwqQ5XVcwT/PWP365yv7lCdKlxV1dwr+/NOLwLr4kHtew5MeqDyw4Jd79k9j4FrhF5Z1tVF/92p39PhVdirfq58bk6f13L6tYvyex3YHdfuc2Cna2R8KhRA+vgKwX/2ibcynCPA6A27r3LzHkgozx1y5lXrJD4k3xGmdQfbBGjpHaS1L3oK5hLx7tdtVl8lU9vEy1evmzvm7Tvn0VNyheUy6mV2EOqVs5a1XrcO7Ookh8uRJokukorH86kEQnWo61k+ZbB7YVg3SzF7nVNB6CRgV9lTT8gqy9P5mlcFgNpZ1Rj2gdSbaesxuwrkc+dcOGpdemBH57eXxa+v5xy0RwJEThFg98SunwM7CCYnZvcm4Yk7RYTeDqwuyFd+Xg4xu5EAu7Pt/BNilu4+uZOw+m+rPVuzfD12U4+dIxjhZaaKwssEq+1amdXIvDzWWM96rys7Z0XYf++b2uc9lgz9Pu6BXe135aFni2meJdr4TOda5bUsefq6FFiV5/Vgd6xROo7j743j+EfGcfwjxCu6HwH/BfALwC+P4/g14Jfbf4A/T7xJ42vAzwN/87hneKrDow7v2tW6x7+x63vdVof/UfndE6EKLTBt4gob+u5xsGoE9dqgdqOXA1Z3kJWe3ij3z3HWXl16w3mOk14kfWD+ZgW1xdLOj+T+cA/I1yDvEcK0S0DZVicfVx89I25JRlB9RKwj/W0Cbk63z+eIPdz+bQKOvD7eF95Ot4B/QIYAK9pObaK+65WptpcPWz9WZaraCHX4100gYVWGqtx6fv5cWB0vPV+r2n2TNDrVtzr/lFAb2nwKcvXBwPQNYKdbHtrkUyuATpOTELUMLyq9MKyrnpdewyvVQfnDgp13fo106xkI67iTjtf8vV7HgZ3yqPrbB1MtV1UKtVw9Aa916eVZ+Z7KcxzYCeD8txz8d1t+CtPYJaTqAqvPdE5QZUTntP/ELSIU5PcI41c88g1CGv8Eq0bTXD/vElKtkF+9eqa2v4NYBTwPa6kKeo4/eT61L+smkPU+rw9M+82f23vmHNhBRiOKU9c+ENiNZNSlJoFgGrm2aefk1IDcuvxTBLsXx+tc0zmzc61bhaA2yLOAnRN4Z3MV7FS2nkacE7g5Zufne+DSS737HNj83LpBXPPpefR6XpZeHUcCmAR2PbbVA7sjApgEdg/b/wfk+6l67KgHdt4fGmj3iTCF75OzoRvEbOdbxAsAxR568uPH7gO/QgCoZlgd7DQw3Vj0PHoOgh6z6ylgHwcV7OZkb+zc7x6uTwp2KsMmAXa+0ZS3/37LW68nOm33ulKX9eFgJ+b4bGB3rFFa0p8DvjOO4/eBnwX+Vjv+t4B/t/3+WeBvj5H+GXBlGIY3VnKyNDeUK2T59bWbaj4VsmpXu26dg8Lec9ZBh759KNedWr08nk99TjVidL5G39P5X8veMzx7bab/vhzGIU73LJi+j7y+QqY3SSPfyxNy3ekNputIX2F1JlDL+GsggoybBRnprnLcJfjaZWLDo20i8OMiq7N8/u2/dwkj9xy5m7D4Rm2Lnor06yqM+DX+zDps/Rmel/t454zMOkGia3upOjc8Xz1L72Y9W+qsuj0hN6paMl3OJqiXMXqVfPuVzmk5nsrbiyx4wem5YB2waqS5k7Gm4zjOHNhV7lXP90DjWcGu/vdr50Bmjk/VZ8zV+VnBbs4A8jTH9wZy7w+BVAXgeo8f0z4aCuHQGwdGYgLBwU4yIQB1EBTYbZBGqfLZI4zJi8Sr9y4T4CVw7NWxJnkKL5Bgp52E/foe2Hl9ewDlz+y1/RzY6T6/Z8771wO7uXHT6685sFMb+vOW5FpiX4ansqvvNtvnChmeo3AhN1A/G2D3/LBupYJqZGdKSs5QeoyiB3Z1h9BnBTuYdnAPNKrgeT107dxUSg/sah2UnwvZXLnXgV29TsfX5ed5KRTXpxKcKdd7/L7KBBSmq9ANj7XSPRXsdL2DnT//EQGkPjt6r91T69IrJ4SR/JAYlFdI17gz7Op58+QzmJKvHtA+K9jBPLPzMvhuKG5s/jBgp/WjC6byBznVoL6qO/Zp991TZHv6GodTrIYB99YpZXpWo/QvAf+n9vu1cRw/ar9vEOoMYmLqPbvnffKNtz9IwzD8/DAMvzIMw69Usa/EvTcRrOuGct+c7u2Jax3+Vbf6Z05v1OefhO9VQ683dHSNT5jrfv+ueVcDxSF9wSq89iDT79c5N6qkk08CoZ6Hzuu1uk/bvacIn5XeWeqbS6vctf8dCq+S7XSFmNEbCNj6KrFEXhHxNQ/Kb1o+8r9dIlYwaFVEr/0dpuY4r9dfbbYo91RZqyqv56iY437VX6rjc5yyyk79yKmgPqs7EY/kkimYbmgECU0j+dofbWJ5mlAzvei3TzE9F6zrgpZ/z4EdrAoL9AWuEvSekLjAKrkAUo7Tub6Wq5b5pGCn4xKyOjh/GLCr5fT6+HF/phueAjuvzxxPqWkk9/jwsN5HTMHOHeXrwG5JAJzSRWLgDIQh+SVivYG4Za3f3O/XiPmvC+T7W+sEQa1rT4b9ed4GNb8Ktj2wq33bU/yev645joefBOzU3trYoAd2voxPYOdcT9fda9cI7E6R7zetZOPTS88H61a0d2VKvQUcOu8C5uyjN9BgKij+rJq356+O7tFg75yTGHX+zB5QOkgJ7Opg6jFSWBVY5VPBrnp0WHO/kretNgDSPXXqpne/yqL+dC/NBmHQ7JGxcg4ELhueBGCX7brz5NTAaSIk5G36BqkrQAeVBcEWXyGMMIU6OOuoM/vKp8qwnlPb5ZOCXW3j3ljwPvG8ftRgp/v0DK+Tj1ldozrstev1XtxThJE60Af1fjqxUToMw2ng3wH+83puHMdnhtVxHH9xHMefGcfxZ+Y4lJpCPpYqBj5hvCi/V55HNm915Po1St5lys9nlPweiYpIuJejwqEn13FefuWh8taNlim/3Y9YxbrCWk8ka8fpv/u1KheTMVEn8J1Xen5e/oFclXBERow9LPe5P+UUuaxdM2pqb3+V3hExO3pEOrN/F/i/Ea/4qxy8+rjU/lvAn27/91r59B557DrnFL2+npPFOmB6KtfVdoXwOotdVbGrLOxYnRGtcuJ5VDhVWU4TxrrLt/e7R6dpXe8RGX6sN48dWB6KbvS2mZvZfd7peWLdhDhDX0f1OMokQy9s54ES0urFoPNf+VVBcYHqTcfX/3OzaJ5HBRsXegfRdc+pOtnz6unyWo5eW/qg6Q1OKaEKvs4JnL8dlWvE0/StJVLOXfxbYZ8Cu5H01DnYHRL8SobzIbG+9P9FLL3yvnNeoWepfFvAz7RjD8i1Cr2JLOj3sdqpttEc2MFq/1Unvj/Py1vbrTeZ5nzJ86pKcg7s5EQ4Q4bYOFHRbx1XH0mG9eyn5ESDFNojMjJRz3/W6YEfUXquWPcD4e+R7crsYJVAV2bnnaRZmwpoztJ6jMgZXAVj5dsDKeyeOUbnA37uep+N6sW9eeqBfy/fnkKpBlCtt3tR/Bma4q9lhunzlCpg+3pChZjolS295DHuisNSDL1v9nREGJRPSKb4LvFqmNtMjX3lOzKt+4LwCP14u0ZvWffX0bic9RQonetU/3XMjnLsWcEOVkHCn/dJwU4bWWlDAk0P+H0OdspHM+Ejyez0LrIl2f4KkXYZXQ8pzwKFfx74l+M43mz/byp8o31/3I5/QLgwlN4i9wacTRUeXN/0Cusi0Gv6CgV1eCr/nrHr99TfvecNnevrud6xyj1r/arO7ol2haYK6z4s/Z65POuze+Kob4ejRTnXg0Z/pvdHNUA2mbYNxJDROkXt+yb4O0csrRc3u0VulvhrxFD7KsHXtH+YP1upcp3Ndt9XCV6ClVOqUmrV5adyJbVRlVlvO5iWx9vRo/Uo5x3+57ie8pFaqKrQ27knD97WogIeyuy0wX233i5STYInV4lPiAmFucmdTyE9V6wDVg2/+pkj7DAVnjrga+rpqDkAqPksO/fouvq/9/w5sIP1mqdXJwcNbw+/tvKHniKoqQfgPd7qA7l6h7D7eoqnToi4AXuK1f4VP/DwDnl2zhBzV3pDw+123y6xu9tZYrb091ndvd/brHLEjXbflwleovLNKbgeH6sTK24oelvAtM5D554fFuwWnWv9GspxP39kvw9Z3VnOZ051TM90A7WGfCu/R+WZVRG92PT8sa7L7GoH1+t1vGrrOcLtwgXzzKOC1xxL9HO9aZM5sKtCPrIKdnPgOccsa/mhD3a9/Hv/Ybpt4UnAbo4t9QyY6llV6q37FJuQUeODZ0G+0V4L8gci/OTbBCP8AjFp73V1QPG6+jVvtI9mWqvzpBr1fm9PIa8DO5jKXgW7WraTgJ0/70cBdsrT1234VEMFO2d8T8nZcVcCArv67PXTDc9ilP5PyBAPgF8Cfq79/jng79vxf6/t1vangHsWDtJNLjoOA71NezTEXQ94N48lDz82lGf0hn9PBD1VUfS8ezCo5LO69Vn61KXlvTJ4O+gZc7Osfm5j5l7NNjrP0rkqShoqEqnDcp3Dl396z3fRHct9lW/KYL9G+tV07ixhMH6+/darZs4S0WialbtAGKtyZns/6hlaTYGdO9OeeY1carUgOaP3uydfmTGyuoSo18cuO9XXWstcoc83E/J61T6v91Z58Od7mWSMahLlbslrg+kSeMGbXvcDCV2S8yOmcKYy1HJ+Cum5Yd0P0hzyVrDr6cke2DkHqACnVHXBOt3bS3P8yc/ROVePV+Cs18yVz3WwkoNdLasfd6XgQAV90K263IGh1/5KDsa1bL2BWRebC7SvMgU7yFm7t8ld3O6R76x/TMx0brXjS/pg58Dq5VK7XiE9gAKvyrNr8jwVanwc2PX4da8v633Oh6u8/yjATvXQHii7JU8pAF0rw1V7e+iY961myQ8tn7nx82LT88e6FXd7ZXbOXCpTmgO7qnnrQOwReR1fB4S9+6vgHQd2lb2uE+h6T633HKD0wNSf43FRLoRjyRs79qxg5255uakrqMyBnYPSFauf7jlHgNprLW+F22pniiX54mCFIvTc987uvFyKu9P7VquxhbWfp9qOAskfBux68qH71CbPE+xGkpndK3kK7NzwdcWkfq1edlkHdeZ5rr6ZTvSe0mEYLgD/PeA/sMN/Dfi7wzD8FWJbrL/Yjv9D4C8QroxHwF8+0TOYTmQ7h1Ca42BzqZefP8/zrHzOn+nl680IUu7z45WP1N/1mIvMXN2qyFSodI4xB59VfHvcye+rcFZFsFdebzOYwkIdYjregxUICFFEmd5gpSH7MQErZ8kQ24Hwgz0m/GjniAUyHxATAneI5fen7Bm94b1DDNc/3L5vk68b1IqEXgCG8vA2WpTrB/p9ot+1faqcun/Tz/nzK0zqmPen5+P+sN5zezPuEPxt067bIDf/9E3lveziy1WO9PvTSC8C61bAxI/XDof5AYadnxtUyseFYx2P82e6vq2d39N3VdCOA7Bnufa4MjtI9QQKpgbuXGRcT8/PDUT/X8uiEE4HzFru6tVTXj2wg+iPWyQv0y5xRwTY7RMAd4EAxRvEfNYOwftqpGStxz0C5H6MfEf9PvneUqWqlFXuOUXaA7ueHM6BXc9e6MlfD+yq8jop2Lni6oFdPafIw0M7rvx9T5cKcOtk/zmnF4J1kwF0HEidNM2xEDr/1zG7qp17cXlzANQDu3qslkP5HgfklZ1VYa8DrbaFnjOnTT3/Xj5VuHv3+7HKtOv1PWYnFnCKKdhpPeImAUAyemU0jYTHTt6ifQK4dond4+4Si4tqvF0t1wNiIH+eWCqt8onZ9ZT0HLMbOud61/SUO8dch507jtmtAztd57PGJ2F2T5m2wUAa8XU6QdZIz0it5ZhPJzJKx3F8SEwW+bE7xK5t9doR+A9Pku/kvs73nHh7ct3SI7VzBoNDxLDm+goLurf+70FeD54qdPVEXkO4B9u9sqjMR+X6CmF6Xi1z9W35sQo1tW1q3WsfyEdV4d/54SFhNPpSuNrPT8iwXPfBSNd/QPi8ZBwtCag51+6/2879i3bd7Xau52v1un9MwN1PlucpKME5jA/vdXBe1d/chIUf66m4qkbEfeh8V4N4zr6oKtHltaq92k9VZrWJuHO1Wmevy1ydX2R6EVgHrDpg5/hD7ZAe2Pkgr2DnAFP54Jw+rYDkZTkJ2B2vd1YFr97nwl09dccphqrb58rmAq7/6xTAOrCr9ap5OYc4S4bWesSVBvJTcpnUYTkP4WU7364Tx3iPfK3fvXbuNwmQ2yEnBJwvOWAt2nUPCE7nYLJPvz+cy3jd16U5sBtZBYWqlKvCGcr5ObCrCtifPwd2c7LvydvgSSmj33dEv/y9crzA9MKwblL5qkUmT2EqoD2wU34OBMpXXjS/pnd9fWb97eXtaeM5QOlpWB3X849jdj0gmysjrHq7PM8KdnNl8Tx7M4NVcCugqRxVUQns3FPjbSiAu9vK8sDOKXz3DgFe2oDpkPC2afbuUTv2bYL57ZEeotoWqsOi5feU3B1Dz9XOFjrmMtiTBX9GPV7BrjLjmuaAbWC1v58V7Aamu8TU81XG6jmXAVcIvhtvD0CfHexOZJS+iDTHT1wUKtfwY54HTIeF8wO/zv0I/ix914l2f577kyj/vfxu9FZeUwM1PNVh5JAOfX+HUr1njkv1RKNONtQ0d18PtrwNelxF9RnJ2bTaJ/W6kRBa7eCrqKgr5GbiZ4j9P8SvzhCviJEf7rvt+wrTVy7XuiyJDcg/AP6/JFS6MVbL5mX3foY+DPXUhp9b19a9yTa/pqqbXr49ujAn472x5DQAso51vfE6itBTx3X8vVSpV3kd73kL6n2wKjh1oPcEYI5XzDV2j4/APNjNla0KXxVa12eueytQ+/M9v7lyeB16uvE4Hdmrz9z5ubx80KjsT8q1latUJXFgeSzJEI+n7ftVgotdbv/fI3jcAWHA7hNhv68w5Z16jgzj2wTg/Sq5AaYrnTrQHTR0voJdz+u6rp38vMufg13tl08CdlW2e5yuNzarjFaiUWW1F1r1Bwrs4GRgp+uwY8eBnRquDvAe8M2BXc94OQmzmytbTwCqV8XLPweOPVCqzG4uVSGuM129a3v51rY5LvXAfR3YjUyNdDE7P3epnd8gXzvymFxMdZP0xt1qz/MXzHkdfFrhLgGav8s07l5l9Dp4n3kdKtj1lEw9rnPHMbvjGPiPGuxqmeWVrEZvBbueJVJB79nA7jNhlHrxexMI3tTuwK3Jh1+d6Zu7XsnFtffsKqIujsrHN93zbqtdU3lSj8ONnevm2kii4+LmZe3Vt7Zp3dG+wouLUk9vz3EFyjX69AwgOscHMixUvlB/zoFdc4Z8I5Z2YHiF3On1GrEppXjYK+TrAgeS4/kWAHrme/QnbeqQV9/0nBrVl0TJy9vO5abCvKs0JZVTefp1/ntOddf/g328XD4bXwOEahkr/HnfV+dD9bu+1Ok4LlUHzpz+6kXwVJCZe74WPfee1etIOB7s5rhnBUAHkp7equXx5ANiTnfX+2qb9viHl6M3WUC5pgd2FQx6feGDooJd9QDVQeJrF08TYCdwGkjj9JDwwN0gQesK+e4sCECsm2zK6f0h6X3rcdUeYNXzPWP0WcCuApe3jTbn9Lbx3ycBu+oI6RGFKqdK9boq81U51H1W/kCC3XHMbg6AdG4O7HoGo/7rvl7o6Ny9vovVcWCnVAWrJgm4mEc1iitz6wl1D+yOY17VZVzbWtfU9Za9wePn5xiJ16N6V48DO991YyDByHfvOEUYngMBfg/adZeJMA895xJTWalgp2dvkAvGe2Dn8ujtMcfsvI1+WGbXA5Da/z2F5MeVqlOipzQd7Hw9tI8bldHzX9g1KnuvzU4Odp8JoxT6Q2tuAt6P9ZLPJva6ft0MaO3mBavi5ff6sO9NpA92rD5PZdtgWjd3Mi/Ktdj9PYipQ8SH4VzbedkkED197Xl4mXviVkW/15f+2/OoYahVJfkG3opu+5CAoivtc4cI7HiXgK6z5JKpd9u9gqm3CLi7S3C5i1auVwljV0u3qtNDbVXr6kN3nUp2dafjyrOmKofKt/pb1X5ezjk7SCq7Hp+Dk546dtnoOYyqCu45Hua470uZqt7ppV7le2TYB6r0Vw/gYMoTKmfwDqjAUnmEC2nt8Dq4e/qp5lHLVu/14zAFrAp2tW17gOtlqELv5a2zfd4OtY1Pwg/qNVIgR51z+q1lO8rjiDA2LxJAd5kAu8eEJ05gt9vu/dDuH4htyjfb+fME4On89XZOu8HVtuu120nk1Hl1b/LlOL5Swcv5UlVsys/LWJVrT+nAtK/0v1e/dc7+HtjVPv8DA3Y+IGGVlfjvysTmwM4H4FwjVg3lTK1OV0iQ5sAO1mu3Xp1qfbz8np+XrwplFd4KdjAtZwWeqv0rmPoznc31ylGVwkkGyhzY1bALB4eecayFVucJ0NsjF3Npo6NH7d6dlt877VuAtkcAnb/E8Aoxy6otzuvArGX3sirNsbR19667R79rvL9bNPUVPDDf/hU0lerYmQNMAWwNi+8pZgfFmn+V257jJtNnxiiFqegvyn9YNexqV2K/e2JUh9I6Pujl8OuXrDZa7R6/vxLwWib/v043V8ND9/WeXaGoZ4z0YHguzUF9LQPlvPNDlcdnG+ee47DlefjsdFVdS4KPPSS42dV2XDB1itwXRGsdv0bA252Wz01iNlXQdQh8RIYKe9t6mSsvrj5PhzjnKd5WPX4117Zz8qOyVBhSedxYrTBDucfbu8fBemPVz/V++/+5GedTTNXTS5tcgKvQwOqgnSP6Nb91ISJzg7Y3GF1g58rt91ZO07tvvS5a1eU9nlXBqBqOMC1bD/SP4we1TLUvHIC83H5PvbcmXeML6fX8Xt4V7CvYDYShuSAUlMDucTv3BcLY3G153CYMWs28HhIAqEX7GyTo9fqhyq+XXdfMOQfqtb3UA9J6X69dPWzI//eUXA/s6nPrs6rH8aRgtyj3/IEAu0p64XiBWscMevl6nnWg1Ht7wOIEvE5p955Ty7sOJKuQ9BiiJy/bcWDHzDUnAbu5QdUD4Fr2Xjs7q+ndqzRnkPae7/c+JQDtDgFaC2JNqMDrCdPQn+sEeD1o+ey1c9stvyNyhlTTArq3N33kZeyx4B7YjZ17j0tz/V5lWM/Uc4fyv46lHrHQ8R7YKa2bKjkJ2LlH7hSrirOfPlNGae1u5xnVuFvX3dUvJ5Hz/z3xqrOSlRPWDbu96+d4lJcDppte1/K7oVDhq4p4T7/2gkI8X/cv1hneWt4enxjsuPO045zV+vT8drVcPXjzGcGej0ffmjXVaoPTBBwtCW6m1/0uCf/aSLzO7zoxi3qLeCfpTdKo/Zhc+q6yOofoqVL9r4ExQznvbeHtWKEGVqHG29IDjnr95XnVCboKY94flLz0XXn2yLRMcxBax11Pzfm+Li91Og7s/Lo5vViP9zq4B5A9Q6nHtzzV51Y+Uc/Ncauqt/XdM/zqPZRjvf9zQlz16bpyeb66vvff89Ngo1xTvYkOcHUG0MtQB2Uth+p2jgC7U+ReIDJI9Ry9/eAdwuu2R4SFfJkAOBm1Ci9R2ao3qqc0Hciq3FGux46tixSYa5dqbPb6sKdgvXzrZKc+o56r4LduDFVvrI7/gQO7Hth8ErCDaQMrn2X5fxKwqwN1jqnU564Du8qi1oGSBNXBT9f1Fqh5ndxQqPlWNuaDZR3YVXCs+df7/No5Zqf/PRDugV3ddMm/xdzO2remFmSQKi/Fv31Agt0+8DrB8rbatQ/bvZV5evl6AODXrlMalOvHkoeY4Vx/VkVY5cTvrTJfZbJHAtaBXU+2enXzfObkSemQaf3n02fGKHUx6Oloh4uejqbzW9d4t845TetQrrqw5unPctGY82H18pmrg5ehp+u9fOvq7qkn+h5N1RM9h4zq4+oZ/tUo7vWf5y048OfWa3r/az283oL6V9v/uwT86B30SwLStggjdJOYDb3S/u8R/rVXCb/aLvnmNA8bdln0od3jjV723rCsdaSc66WenPeOr1Pzdda6B79zPFT1cydFhTBY9Zkpr2qs+3jrjc+XKs0JwhwAQr+De53rXpseR+txDZh2IDP3QR/gap16QjNXhzlAoXON//+kYLdOCbhgrytb1fG9dl53XwUyvwb7vw7s/Ngr7dguwdU85FfvML1DeOJuk+sbHhCG7PV27B7pefUNM+e4mVKP8/i5ufrNcf9eXn5uDtDquKr8eU4Oq1Lye3x81PJVsOsRl3qv7vsDBXb1d48ZPAvYKflA7Z3vCYJ3Ss+LBFOg8PxrHgKL3rNrHSqYVNDolbX3vFoWaVgva1UCvVi5CnbHzRBWofc+dBZUj88puvqs6nb336rbktzl7SFhbHrSVMRdguW9TzC9h4RH7oAI4z1HAJ9c+v5qk165a7v35K0nxydhdnMyW8+dBOx648tBbW686R4fDz5OoM/s1j1LXs2R/tTMfPrMGKW95vZU9UfF+V439nTXXNcpVRiq/K1noNVu6TV7j3P1YMnL7nn6Zj8n4W1eB8+/xwXmjvVE11PV5Q5xsGqQ1Lx7nMDhqaemqirRvXqblYI0bpD8bCSg6Wn7XAS+RHC1b5FL55fkioUb7d7LBI/rzTBCfwn6olzXM74p1/Rg2KEeVuVOv2tfVV/rnGysUxe17F7OWj8fIz2fWu/YnA1S830pUw/sevpnDhSPAzu/fk7Yaj69maves+fAbk6glE4CdgJXX/51HLB6HnMctifktU5zHGGurPq9KNf0wghq6hnNNV+BWQU7KQOdv0qAlV67NxK8y8HuCwQP+y4JZgK7fWK29JAAznvkMqvaBg7mzkXn2r7KDKy2vdpjrp16AOGKbJ2nt5bbj/l1FeD83EnAjnKsTkDMle8PBNjB6oxND+z893FgV+/tARoz5+by7D17Duz83uPArhoC/rw5sKv59qZF/Lpatx5wVsOk1mFuWqLXltUVjd3bCw3x5/ZAQYylxzT8PaWXiQVZWlAFU7A7S0wnnCZmSu+TO/pqsfxeu/cSAXwKK/V6O8upbMwNcq9XBRpvK2+zuvkUrIJTD3AcbD31lKqXm3JMvyt4uhFZZVHHvHw9hV8JicuEK8v16TNjlFZx17HaJTDtnnVcYA7O3G/Ug6r6v+rjmn8tq/+vz/dyLzv/a55zM0q1DN4O/iy/rlf+ddFZlP9zbex95vXxY9h/h6B1XKXmjV1T5UTRaksi/La2jdrxNPlWq3MERztDwNkm8D1yomAXeI2pr3Es/3vqospbbVPPy2XL6zTn2/Tn1FRVico6p7J6s5y6v6rS+uw69vzYotznofPr+KCX8aXmaNAXYge7XuN7h82BXX3G3Lm5Bu7p1h5nrGXtpZ5AK58eD6gTH3MzmkpzPKuCnedfr2PN//q7AnB9nvS63+NgUe/5YcFuJMCuvn/JwW4kQO0MMTuqnXuvEZMHDnZvkAO2yt4cz3EAh9V6el0rv+vJxnGpB4hzYOxlr077dcrZ0xzvquPSPY//BuxKqh3em2WBVWGBVeHoaUaYDqh1LMaTu83n8qhgB/NCsA7sJKDVRV0FbK7cc1PytWwwXTjk5Z0zCtbFyM0NbD2n/p8bQOvAzhlEnTHVFpMQIFXZu4PdQOzsdpY0SPXO0jtkuz8hd3iTY6AXtlFZ0JwFMLIqQzrn22NWJdR7Vm2n+tvbqeZR+7nH7CpT70UL9Jikl1HX1J2ka3k8Tx07Huw+E0ap65PKDbypexDmw2duaJ0Evrz5Ydqt1Vla8+rV5//f3pXEylZV0bWfv6PRz/+C+AUUMMaEkRAGEI0xNmiM0QkDjYnYTXRiMzAQRw41xqiJEYxNjFFE0aghMcSGMTZREUHkIygaEZSABJT/4R0H52xq1ap96r33eVX3Vv29kkrde+5p9tl3n3X2ae69UV+ttNbb8MB0rDL2BnNMjVwfNfVINi+LTTTqh6NjnQPltL06I0ij+RfErx3oUaTTV1Q+UDdwoJXvLwj3dGdj8l4Pvydnoc7J/UXKiJ77dbn4czVcR5bJ4/KEOod5fqxX9zO1bWwi1j/Tlpcb+eiqe64nz5tF3R/L2KNjo3ibkp7tS92MaNV9raAV1X7CocrU9HysStXGr+Sp4EdclGT5n2VTf6NXppYb+VLasKNBq8qhYRHZMXq+sKPn7zKiRuN5q06iWcHIt4vIbquyfeDIJAJUEmOyewqTz/ABdSHBw10WJ7v7MJnZ4zrpzGWP7FhGrSfPjmmeoHN+Gxvbk87kRb5Or6NiMtFFD0g8ThvZGtuIzipH5HdSk532xKyUeWTHiBqWNhjDtLGqEfZ6Pvaaeg3b03MjZnkjItNw1gMQD7S5/tGAY96UsdYLmB0wRp5XVOeeh8jXI4LfkOPeZELPs2PC15k9J6sDmL3HTHbHMPme6QbqzBt7Wk+jPqvwCOpKqq/AMpHqwLNgMkyKZkH9PCJ+J9OIBJSEmDiU7FgXHBdyTTsDlU/Tsh2pDbqc2n6j+qqtsy53TnbbW09dAno+Tq/f6EH7H80fmL5l3F/6j/tPVXckM59Ht03zV7+RZddBIZuENnNeRdW6Rc2iYFZmlsckLjpxtUluYnYCWsudt0jBdeiVwbagMgLTungSk++WPoVpeD7+bjbD5HH3h1uaFwA4D8BLMdH96Zj+egJ3g5w3g+2JZfRrBRPfkr8Mpd0bENuF+nlaNodrXLYpHYCyvJuY1r3mz3PA/r9JP6VItX/+cXewlj6aI/JhgFnnX+Nr38ZptB/Xf21Mip4fpXLzMROH5tGLH/lCml7DtTz2C4HZieGeYfFxryNh+XpEpH7gPDKaR3Yb8uPr/FZeLZPj+c60A5j9tIw3Qt+1ton61rZN1IWDvajbf88G8GJKe2r7sRw6iIvkYURvlGXd9zoY7pB54BvZQnSth949YjLij3VHaSMS5PsfLUic1GTnSuVeRCvNDUAVqj2W9yg8qOn1grqyqP9KRtslOz/nRhul7RmleoO9hs11cg+LdRd5dugc9wgoIrqI9KIBG+eldYrKURl08Mdhqnv3Tv7bjvdjugGrV/xYi/9ku+bPjx5EHai+EJOZuVNafixPRHZRp8llcjy/X7qqG9kke049stMwDY+87k0JV5vytFGHBszKDkxeza717ZHdvHbfxyhWSh3azzAVOYpc02bNTrXmq6pTH6dX/lZlIjjumYCmjW4Rp42audaz1z9HJtejT10gUR9XzY3r0hv883lvkwB3NSq/6kZ3fs3zf/2pAx0I7qW8vXz+LMzzAJyDOkA91uKf2uLvQ20wj2J65VJlUbBOI7vQeOqLsb78aw2sT/XRObw3Hx3J0bPvgnhjDsvcq39PBj6ft4FkbdEjB1121jRKDlG+Rc69HDVAjQPMGkg0mRuliY4jstPr82YdI18QiH1BJQM2ZAvCIdd7uuZyWIfoXO/JzPGiRhORnf9reVqnJzHbyJTs3Ic+hvqh5oI603YO6iqpr6ie2o73opLho5j4FdshXu6cVN8I0vTiGaY/1xeRlebJkxO9DjwiKa1D7zX4mkZlSrLrQBtQrwfk+PM8O/U8ooanZDfPs9M0Gh4RZhTWIzuuT4+clbS0B47IzoJ0J0J2wKysQN+TZpl5QBqRP5fvOtEZK76fEcly/sfkul/bS3lzZ/pAOz4FdUvIvzFZTT2txfdnGh5Hn+x6nS2CuCq3kliUl5KdyxHdL5cPmCU7Xhnuyc82FnUwKqPaIqdVG9HrUR7zMZpBqVKD35po26KqEpi/u8fz1I0XUd+I4FrU5CPfqecjRejdmnl94Cbiz9hqWoY+Qq55R00oklP/VRfqW2n9va/3NL4hI2qG/lJvn/eJfAQGX3Pb8fd0aDfmmzVcztNQV0yfRqWlJ1BffHQYwD0t/gYqXXkTjOxIu0kuI9rA4bIZxYHEYZ1wGq03r1byfeltStIugLtE3nhjiHfTcT6ar9KiplXZWA6lvK3pa8WhxFLk2OMA0zdyK7KL/BBg+iZsRXbRpK7mAQnvYR7ZRf6MGoY2/h657pH4XPa8PlpljIw08jdUt5zefz4hz3r1tO4PRWSn9VBw2b4dRAeyTHYbqGT3BCYk+1/Uh+oPoz6n4JP7/8PsQFdJLvI3/dwfo4rsThchWGfzGr7qnImKfTTWg8qusuqxx90p2Wn70LRKdjrJs9Zk19vj4z2bkpkqczNIx9ejhglM57kdslMPh/PTm9lD5AVBwiLjjMiOZYxWraKGFBlp5LWqYUfGHnUuEVlz+AamnyvgDx0/jYkHGHl288D3gdOyrE52Tj7PRSUyl+V/qNt2D6J+b4HJzj0dlx3Bf7QM0OtMeLCmtuXxddJC6wvM2i0TMOga5FzL2Q2y83sbla1EpjYNCZ9PdqMZlEY7Xxy8O97NTlXPqlbT4sEK569mzv2oQ2VRmtLb0AOnifpq9QHZpHRgZZg2eWDWBFl2pWwdjHgZPKHe8+uUHtW8DdPPZqo+mZr92nMwq0e+5mX7j++vy6l1Ytk5T0/niwiPY/Jet/2o7/r4F+rj8k+g+m1PUPp9mG2eTDEu214K124XmLb3Hj1pVxzZLafRNuHQAS/rmh/xLxJHKczjMDQ/nQvt2QkkXVTOdrqrlUTUoPkaG23E40yIUZ/HiBqyH2+H7DjuvAEDH88jO288ml7jR7JzQ2L/x+NGWwa26u89Ts8vg4Rx2q0IkWeLIrKDHLOP5sfRNljtLLXhFonnZOQfa34eas9/DuoLKO/H5LtZT1I5viVDbUwn8I3iRY1WyY7rrcSneu+R3VZpoutaF5eN5TIJ79kJp3FoO9AwTd9LuzZQ41fD1wEaQ4lPvRuOoz0Je0e93iUqDxRXCaGXRp10bRR6w9kQeytJUXz+555WZZ3X00b3weGDRgRxPSxa/fU4OnlgmB107sSzA8XrNSYO4zKBybcXTm/hZ6Kukj6Eydt6j1NerMvIZpnMeUJAZ+42KL0SZaQ7hmG2LA6PbLLXceogm2WNyC7aqsPya9tTuSJ5eqQ2n+xGMSiNmhgwbeLexNgEtK/rUQBPRnNT0fdisTxqNlE/DArzND75/ZRc4yaoA0r/dxPy91J4Wpdzg865bPYHWG7Vg5qOpz2OaUrZlLguu857eBjnH/kc7GdzPh5ffR/Wj5fNz1x6cysUj83cB5z+QiNrYf6MacHE99pD8hxEfeIAqIPS4xTf5fKVU19sAKafmnH9+T3junGzVh2z/Hw/1TbZpvR+aBfH+bBvq5TL99Aofq+b4DKAuC14HV0H/kL2ee6Ay+Y2pM8Drw2iPhaYJjFgur/elHigOJ6X3kwmhF5/wUYLCVNoP8NGyGVEvhwbvvaTWjeVU4nXjXoDs3Xbbv8Y+V29vlLLUD9Udaz58jFvPfDGwem4/l6OfleewfrjMvZROt82coDKPoTqpwGTVVKV3+NGnR/XeatOIYLatnZQjmhyP/LD5vlAke0puUb3LfIdte7R2EDvo3bUUZ7z/bQVhm9f6MGVxg0hUiovG+hqGXtZ6kmoF6c3Ppr1iQxavUW+2ZyXkpHONOmKKcvm4bzlQd9A53JFSwdsmNEbZV0m7RwiPUUdgOu3YNbDVY+EPUf2vDlfHwh7nXkgxfebB+XqSflWXLTrx1rcvZh40ocx2ar7MOJV2mg0oKMNritENveamDC1YbPtaufMHr4uw6ln556Zn3P+/IkhTrNVR6+2zF4cn2vnpzaqNsF10HYVw0oZng3N7DEAdw0txw5xJuqi2qog5V08Vk3mVZD3JaWUs4YWYreQXLcUpLyLx6rJvAryJtcNj1WwE0bKu3ismsyrIG+X60axUgrgrlLKpUMLsROY2a9WSeaUd/FYNZlXTd41QXLdgpHyLh6rJvOqybsmSK5bMFLexWPVZF41eRW6hyCRSCQSiUQikUgkEomlIQeliUQikUgkEolEIpEYDGMZlH5paAFOAKsmc8q7eKyazKsm7zpgFXW+ajKnvIvHqsm8avKuA1ZR56smc8q7eKyazKsm7xRG8aKjRCKRSCQSiUQikUicnBjLSmkikUgkEolEIpFIJE5CDD4oNbM3mdldZnbUzK4eWh4AMLPzzOwWM7vDzP5gZh9q4YfN7Cdmdnf7P9TCzcw+3+pwm5ldMpDczzGz35jZTe38AjO7tcl1g5nta+H72/nRdv38geQ9w8xuNLM/mtmdZnb5mHVsZh9p9nC7mV1vZgfGpmMz+6qZPWhmt1PYjnVqZle1+Heb2VXLkH3dkVy3q3In1y1W3uS6xAkjuW5X5U6uW6y8yXVjQillsB/ql17vAXAh6ue+fwfgoiFlanIdAXBJO34ugD8BuAjApwBc3cKvBvDJdvxmAD9G/SrsZQBuHUjujwL4FoCb2vl3ALy9HV8L4APt+IMArm3Hbwdww0Dyfh3A+9vxPgBnjFXHAM4BcC+AU0i37x6bjgG8GsAlAG6nsB3pFPVr039u/4fa8aEhbGRdfsl1uy53ct3iZE2uG8BG1uWXXLfrcifXLU7W5LoBbGRuXQctHLgcwM10fg2Aa4ZWSiDnDwG8AfVD0Eda2BHU73ABwHUA3kHxn4m3RBnPBfAzAK8FcFMzyH8B2KO6BnAzgMvb8Z4Wz5Ys78FGBibho9RxI6/7W4Pe03T8xjHqGMD5Ql470imAdwC4jsKn4uXvhO5Jct3uyZhct1h5k+uWaB/r9kuu21UZk+sWK29y3RLtYzu/obfvukE4/tbCRoO2PH8xgFsBnF1K+Ue79ACAs9vxGOrxWQAfA7DZzp8P4JFSylOBTM/I264/2uIvExcAeAjA19rWlC+b2WkYqY5LKX8H8GkAfwXwD1Sd/Rrj1rFjpzodgz2vG0av0+S6hSG5bnlIrhseo9dpct3CkFy3PKwl1w09KB01zOx0AN8D8OFSyn/4WqlTDWUQwQRm9hYAD5ZSfj20LDvAHtTtCF8spVwM4HHULQjPYGQ6PgTgbaik+yIApwF406BCnQDGpNPEeJBct1Ak1w2AMek0MR4k1y0UyXUDYEw6fbYYelD6dwDn0fm5LWxwmNleVOL6Zinl+y34n2Z2pF0/AuDBFj50PV4J4K1mdh+Ab6Nu9fgcgDPMbE8g0zPytusHAfx7ifICdZbmb6WUW9v5jahkNlYdvx7AvaWUh0opxwF8H1XvY9axY6c6HVrX64jR6jS5buFIrlsekuuGx2h1mly3cCTXLQ9ryXVDD0p/CeBl7U1X+1AfHP7RwDLBzAzAVwDcWUr5DF36EYCr2vFVqM8kePi72luvLgPwKC2rLxyllGtKKeeWUs5H1eHPSynvBHALgCs78no9rmzxlzrLUkp5AMD9ZvbyFvQ6AHdgpDpG3d5xmZmd2uzD5R2tjgk71enNAK4ws0NtJvGKFpY4cSTX7QKS65aC5LrEs0Fy3S4guW4pSK4bGxb5wOp2fqhvivoT6tvaPj60PE2mV6Euhd8G4Lft92bUveM/A3A3gJ8CONziG4AvtDr8HsClA8r+Gkze0nYhgF8AOArguwD2t/AD7fxou37hQLK+AsCvmp5/gPpGsNHqGMAnAPwRwO0AvgFg/9h0DOB61GcjjqPOWr7vRHQK4L1N9qMA3jOUPa/TL7lu12VPrlucvMl1+Xs29ya5bndlT65bnLzJdSP6WRM0kUgkEolEIpFIJBKJpWPo7buJRCKRSCQSiUQikTiJkYPSRCKRSCQSiUQikUgMhhyUJhKJRCKRSCQSiURiMOSgNJFIJBKJRCKRSCQSgyEHpYlEIpFIJBKJRCKRGAw5KE0kEolEIpFIJBKJxGDIQWkikUgkEolEIpFIJAZDDkoTiUQikUgkEolEIjEY/g8TFP28Nz0B+gAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 1152x648 with 3 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "imagen_copy = np.copy(imagen)   #Se copia la imagen para no perder la original\n",
+    "\n",
+    "#Para el canal Rojo ---------------------------------\n",
+    "imagen_copy[:,:,0]=imagen[:,:,0]\n",
+    "imagen_copy[:,:,1]=0\n",
+    "imagen_copy[:,:,2]=0\n",
+    "\n",
+    "Rojo = imagen_copy\n",
+    "\n",
+    "imagen_copy = np.copy(imagen)\n",
+    "\n",
+    "#Para el canal Verde ---------------------------------\n",
+    "imagen_copy[:,:,0]=0\n",
+    "imagen_copy[:,:,1]=imagen[:,:,1]\n",
+    "imagen_copy[:,:,2]=0\n",
+    "\n",
+    "Verde = imagen_copy\n",
+    "\n",
+    "imagen_copy = np.copy(imagen)\n",
+    "\n",
+    "#Para el canal Azul ---------------------------------\n",
+    "imagen_copy[:,:,0]=0\n",
+    "imagen_copy[:,:,1]=0\n",
+    "imagen_copy[:,:,2]=imagen[:,:,2]\n",
+    "\n",
+    "Azul = imagen_copy\n",
+    "\n",
+    "#Impresion de imágenes\n",
+    "\n",
+    "fig, (ax1, ax2, ax3) = plt.subplots(1,3, figsize=(16,9))\n",
+    "ax1.imshow(Rojo)\n",
+    "ax1.set_title('Canal Rojo')\n",
+    "ax2.imshow(Verde)\n",
+    "ax2.set_title('Canal Verde')\n",
+    "ax3.imshow(Azul)\n",
+    "ax3.set_title('Canal Azul')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Paso 2 - Escala de grises"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Existen distintos métodos por los cuales podemos encontrar la imagen a escala de grises"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Método del promedio**\n",
+    "\n",
+    "Se realiza el promedio por cada pixel y se encuentra la luminosidad que luego se reescala con una escala de grises"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 1.0, 'Modificación método del promedio')"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x648 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#Método del promedio\n",
+    "imagen_gris=(R+G+B)/3\n",
+    "\n",
+    "#NOTA: Por prueba y error, encontré que multiplicando por 0.1 a R, se encuentra una mejor visualización de la imagen\n",
+    "#(Esto está relacionado con el siguiente método)\n",
+    "imagen_griss=(R*0.1+G+B)/3\n",
+    "\n",
+    "fig, (ax1, ax2) = plt.subplots(1,2, figsize=(16,9))\n",
+    "ax1.imshow(imagen_gris, cmap='gray')\n",
+    "ax1.set_title('Método del promedio')\n",
+    "ax2.imshow(imagen_griss, cmap='gray')\n",
+    "ax2.set_title('Modificación método del promedio')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Método pesado o de luminosidad**\n",
+    "\n",
+    "Se pesa la cantidad de R,G y B, con parámetros tales que, cuando se tiene una superposición de los R, G, B pesados, el ojo humano ve en escala de grises. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7fd7bbe70c18>"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#Método pesado\n",
+    "imagen_grisss = (0.299*R+0.587*G+0.114*B)\n",
+    "\n",
+    "fig=plt.figure(figsize=(16,5))\n",
+    "plt.imshow(imagen_grisss, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Las imágenes cirrespondientes a R,G,B en escala de grises se verían como:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 1.0, 'Canal Azul')"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x648 with 3 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig, (ax1, ax2, ax3) = plt.subplots(1,3, figsize=(16,9))\n",
+    "ax1.imshow(R, cmap='gray')\n",
+    "ax1.set_title('Canal Rojo')\n",
+    "ax2.imshow(G, cmap='gray')\n",
+    "ax2.set_title('Canal Verde')\n",
+    "ax3.imshow(B, cmap='gray')\n",
+    "ax3.set_title('Canal Azul')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Se pueden observar unas ciertas diferencias entre las intensidades de las estrellas y por lo tanto, para el análisis de las estrellas, pueden existir diferencias para los parámetros de ajuste."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Paso 3 - Recorte de estrellas y ajuste gausiano 2D"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Se escoje el rango de los pixeles de una estrella con prueba y error\n",
+    "En primera instancia se trata de escogerla centrada"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 1.0, 'Primera estrella')"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "estrella = imagen_grisss[535:570, 645:680]\n",
+    "\n",
+    "plt.imshow(estrella, cmap='gray')\n",
+    "plt.title('Primera estrella')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Para efectos del análisis posterior, también se recorta un fragmento con varias estrellas."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 1.0, 'Segunda estrella')"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "estrella_2 = imagen_grisss[330:380, 520:570]\n",
+    "\n",
+    "plt.imshow(estrella_2, cmap='gray')\n",
+    "plt.title('Segunda estrella')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Para el primer análisis de optimización se toma la 'Primera estrella'.\n",
+    "\n",
+    "Para utilizar la función _leastsq_ de scipy para optimizar se necesitan de las siguientes funciones:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Definición del error, para una función gaussiana\n",
+    "#Error = Valor teórico - Valor experimental\n",
+    "\n",
+    "def residuos(p, yy, xx, zz):\n",
+    "    \n",
+    "    a, b, c, x0, y0 = p\n",
+    "    \n",
+    "    exponente = -((xx-x0)**2 + (yy-y0)**2) / (2*c**2)\n",
+    "    \n",
+    "    error  = zz - (a * np.exp(exponente) + b)\n",
+    "    \n",
+    "    return error.reshape(-1)    #Se retorna un arreglo 1D, ya que esto es lo que recibe leastsq (función de scipy)\n",
+    "\n",
+    "#NOTA: Para mayor información de esta función, pedir help() dentro de la clase Estrella_a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Definición de una función que calcula una Gaussiana 2D\n",
+    "def gauss2D(x, y, p):\n",
+    "    \n",
+    "    a, b, c, x0, y0 = p\n",
+    "    \n",
+    "    exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n",
+    "    z = a * np.exp(exponente) + b\n",
+    "    \n",
+    "    return z\n",
+    "\n",
+    "#NOTA: Para mayor información de esta función, pedir help() dentro de la clase Estrella_a"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Para el ajuste, se hacen dos arreglos de prueba x y y de dimensiones igual a 'estrella' (la imagen a analizar)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Arreglos de prueba\n",
+    "x = np.arange(0,255,7.3)\n",
+    "y = np.arange(0,255,7.3)\n",
+    "\n",
+    "#Grilla\n",
+    "yy, xx = np.meshgrid(x,y)\n",
+    "\n",
+    "#Parámetros de ajuste tentativos\n",
+    "pe=np.array([2,15,15,5,5])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Haciendo uso de todo lo anterior, se obtienen los valores ajustados por míminos cuadrados de los parámetros de ajuste, esto se hace con la función leastsq de scipy"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[149.8213941  119.16039711 -34.31135287 127.16003106 130.26587992]\n"
+     ]
+    }
+   ],
+   "source": [
+    "ajuste, dim = leastsq(residuos, pe, args=(xx, yy, estrella))\n",
+    "\n",
+    "print(ajuste)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Visualización del ajuste y la estrella escogida**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 1.0, 'Ajuste')"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 648x432 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "zz= gauss2D(xx,yy,ajuste)\n",
+    "\n",
+    "fig, (ax1, ax2) = plt.subplots(1,2, figsize=(9,6))\n",
+    "ax1.imshow(estrella, cmap='gray')\n",
+    "ax1.set_title('Estrella a analizar')\n",
+    "ax2.imshow(zz,cmap=\"gray\")\n",
+    "ax2.set_title('Ajuste')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Análisis estadistico**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Para encontrar la mediana, media, moda y desviacion estandar del ajuste hecho se hace lo siguiente:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Mediana:  121.00032292471543\n",
+      "Media:  136.12938530499758\n",
+      "Moda:  119.161\n",
+      "Desviacion estandar 1:  31.37796037027831\n",
+      "Desviacion estandar 2:  31.36515042470658\n"
+     ]
+    }
+   ],
+   "source": [
+    "#Media\n",
+    "media=np.mean(zz)\n",
+    "\n",
+    "#Mediana\n",
+    "mediana=np.median(zz)\n",
+    "\n",
+    "#Moda\n",
+    "moda=stat.mode(np.round(zz,3).reshape(-1))\n",
+    "\n",
+    "#Desviacion estandar con scipy\n",
+    "desviacion=stat.stdev(zz.reshape(-1))\n",
+    "\n",
+    "#Desviacion estandar con numpy\n",
+    "desviacion1=zz.std()\n",
+    "\n",
+    "print('Mediana: ', mediana)\n",
+    "print('Media: ', media)\n",
+    "print('Moda: ', moda)\n",
+    "print('Desviacion estandar 1: ', desviacion)\n",
+    "print('Desviacion estandar 2: ', desviacion1)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Para hacer el histograma"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 648x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(9,4))\n",
+    "plt.hist(zz, bins=5, histtype='bar', alpha=0.7, edgecolor = 'black', linewidth=0.2)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "**Estadística con más estrellas**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Para el análisis de más estrellas se crea una función que busca estrellas analizando una imagen de entrada.\n",
+    "\n",
+    "Para ello se crean dos funciones, _miniframe_estrella_ y _estrellas_recortadas_ "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def miniframe_estrella(estrellita_, fila, z_):\n",
+    "    \n",
+    "    \"\"\"\n",
+    "    \n",
+    "    Encuentra el arreglo de la imagen de la estrella recortada.\n",
+    "    \n",
+    "    ---------------------------------------------------\n",
+    "    \n",
+    "    FUNCIONAMIENTO:\n",
+    "    \n",
+    "    estrellita: Imagen a analizar\n",
+    "    \n",
+    "    fila: fila de estrellita donde se encuentra la estrella\n",
+    "    \n",
+    "    z_: Arreglo donde se guardan las posibles estrellas\n",
+    "    \"\"\"\n",
+    "    \n",
+    "    ancho=[]\n",
+    "\n",
+    "    nx, ny = np.shape(estrellita_)\n",
+    "    \n",
+    "    #El siguiente for recorre la imagen ingresada, en la fila seleccionada\n",
+    "    #Añade elementos a la lista ancho, mientras que la intensidad de la estrella sea mayor que 0.8\n",
+    "    #Cuando se encuentra el centro de la estrella, el for para\n",
+    "    #Conociendo la cantidad de elementos añadido a la lista ancho, se encuentra el radio de la estrella\n",
+    "    \n",
+    "    for j in range(ny):\n",
+    "        if (estrellita_[z_[0,fila],j] > 0.8) and (j != z_[1,fila]):\n",
+    "            ancho.append(1)\n",
+    "            \n",
+    "    radio = len(ancho)\n",
+    "            \n",
+    "    #Creacion de un miniframe que contiene solo la estrella a analizar\n",
+    "\n",
+    "    star = estrellita_[z_[0,fila]-len(ancho)-5:z_[0,fila]+len(ancho)+5, z_[1,fila]-len(ancho)-5:z_[1,fila]+len(ancho)+5]\n",
+    "    \n",
+    "    #Retorna el array correspondiente a la imagen del miniframe\n",
+    "    \n",
+    "    return radio, star\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Intensidad recomendada: 240\n",
+    "\n",
+    "def estrellas_recortadas(img_es, intensidad):\n",
+    "    \n",
+    "    \"\"\"\n",
+    "    \n",
+    "    Retorna un arreglo, tal que cada una de sus componentes es la imagen recortada de las estrellas identificadas en la imagen de ingreso\n",
+    "    \n",
+    "    ---------------------------------------------------\n",
+    "    \n",
+    "    FUNCIONAMIENTO:\n",
+    "    \n",
+    "    img_es: Imagen a analizar\n",
+    "    \n",
+    "    intensidad: Intensidad de estrellas deseada para analizar. Parámetro de 0 a 254. Intensidad recomendada: 240\n",
+    "    \n",
+    "    \"\"\"\n",
+    "    \n",
+    "    #Primero se escala con la intensidad de estrellas deseada para buscar\n",
+    "    \n",
+    "    estrellita=img_es/intensidad\n",
+    "    \n",
+    "    #Se identifican las candidatas a estrellas\n",
+    "    \n",
+    "    z = np.where(estrellita > 1)\n",
+    "\n",
+    "    z=np.array(z)\n",
+    "\n",
+    "    n, nz = np.shape(z)\n",
+    "    \n",
+    "    k=0\n",
+    "    \n",
+    "    #Se crea una lista para las estrellas de salida\n",
+    "\n",
+    "    lista_estrellas = []\n",
+    "    \n",
+    "    #El ciclo a continuación funciona de la siguiente manera:\n",
+    "    #Se hace la diferencia en valor absoluto de una candidata, con la candidata siguiente. Se obtiene un arreglo 2x2\n",
+    "    #Si la suma del anterior arreglo es menor o igual a dos, significa que las candidatas a estrellas son contiguas y por consiguiente se asume que es la misma estrella\n",
+    "    #Si la suma del anterior arreglo es mayor, entonces se continuan evaluando las demás estrellas con el mismo procedimiento\n",
+    "    #Los frames de estrellas se almacenan en la lista: 'lista_estrellas'\n",
+    "\n",
+    "    while k in range(nz-2):\n",
+    "        \n",
+    "        # 2. Es decir que vuelve aquí*\n",
+    "\n",
+    "        k += 1\n",
+    "\n",
+    "        r = abs(z[:,k]-z[:,k+1])\n",
+    "\n",
+    "        r_sum = r.sum()\n",
+    "\n",
+    "        if r_sum <= 2:\n",
+    "\n",
+    "            radio, miniestrella = miniframe_estrella(estrellita, k, z)\n",
+    "\n",
+    "            lista_estrellas.append(miniestrella)\n",
+    "\n",
+    "        else:\n",
+    "            continue # 1. Continua con el ciclo*\n",
+    "    \n",
+    "    return np.array(lista_estrellas)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x432 with 4 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "lista_estrellas=estrellas_recortadas(estrella_2, 240)\n",
+    "\n",
+    "\n",
+    "fig, axs = plt.subplots(2, 2, figsize=(6,6))\n",
+    "\n",
+    "axs[0, 0].imshow(lista_estrellas[0,:,:], cmap='gray')\n",
+    "axs[0, 0].set_title('Estrella 1')\n",
+    "axs[0, 1].imshow(lista_estrellas[1,:,:], cmap='gray')\n",
+    "axs[0, 1].set_title('Estrella 2')\n",
+    "axs[1, 0].imshow(lista_estrellas[2,:,:], cmap='gray')\n",
+    "axs[1, 0].set_title('Estrella 3')\n",
+    "axs[1, 1].imshow(lista_estrellas[3,:,:], cmap='gray')\n",
+    "axs[1, 1].set_title('Estrella 4')\n",
+    "\n",
+    "# Hide x labels and tick labels for top plots and y ticks for right plots.\n",
+    "for ax in axs.flat:\n",
+    "    ax.label_outer()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[NbConvertApp] WARNING | pattern 'ENTREGA.ipynb' matched no files\r\n",
+      "This application is used to convert notebook files (*.ipynb) to various other\r\n",
+      "formats.\r\n",
+      "\r\n",
+      "WARNING: THE COMMANDLINE INTERFACE MAY CHANGE IN FUTURE RELEASES.\r\n",
+      "\r\n",
+      "Options\r\n",
+      "=======\r\n",
+      "The options below are convenience aliases to configurable class-options,\r\n",
+      "as listed in the \"Equivalent to\" description-line of the aliases.\r\n",
+      "To see all configurable class-options for some <cmd>, use:\r\n",
+      "    <cmd> --help-all\r\n",
+      "\r\n",
+      "--debug\r\n",
+      "    set log level to logging.DEBUG (maximize logging output)\r\n",
+      "    Equivalent to: [--Application.log_level=10]\r\n",
+      "--generate-config\r\n",
+      "    generate default config file\r\n",
+      "    Equivalent to: [--JupyterApp.generate_config=True]\r\n",
+      "-y\r\n",
+      "    Answer yes to any questions instead of prompting.\r\n",
+      "    Equivalent to: [--JupyterApp.answer_yes=True]\r\n",
+      "--execute\r\n",
+      "    Execute the notebook prior to export.\r\n",
+      "    Equivalent to: [--ExecutePreprocessor.enabled=True]\r\n",
+      "--allow-errors\r\n",
+      "    Continue notebook execution even if one of the cells throws an error and include the error message in the cell output (the default behaviour is to abort conversion). This flag is only relevant if '--execute' was specified, too.\r\n",
+      "    Equivalent to: [--ExecutePreprocessor.allow_errors=True]\r\n",
+      "--stdin\r\n",
+      "    read a single notebook file from stdin. Write the resulting notebook with default basename 'notebook.*'\r\n",
+      "    Equivalent to: [--NbConvertApp.from_stdin=True]\r\n",
+      "--stdout\r\n",
+      "    Write notebook output to stdout instead of files.\r\n",
+      "    Equivalent to: [--NbConvertApp.writer_class=StdoutWriter]\r\n",
+      "--inplace\r\n",
+      "    Run nbconvert in place, overwriting the existing notebook (only \r\n",
+      "    relevant when converting to notebook format)\r\n",
+      "    Equivalent to: [--NbConvertApp.use_output_suffix=False --NbConvertApp.export_format=notebook --FilesWriter.build_directory=]\r\n",
+      "--clear-output\r\n",
+      "    Clear output of current file and save in place, \r\n",
+      "    overwriting the existing notebook.\r\n",
+      "    Equivalent to: [--NbConvertApp.use_output_suffix=False --NbConvertApp.export_format=notebook --FilesWriter.build_directory= --ClearOutputPreprocessor.enabled=True]\r\n",
+      "--no-prompt\r\n",
+      "    Exclude input and output prompts from converted document.\r\n",
+      "    Equivalent to: [--TemplateExporter.exclude_input_prompt=True --TemplateExporter.exclude_output_prompt=True]\r\n",
+      "--no-input\r\n",
+      "    Exclude input cells and output prompts from converted document. \r\n",
+      "    This mode is ideal for generating code-free reports.\r\n",
+      "    Equivalent to: [--TemplateExporter.exclude_output_prompt=True --TemplateExporter.exclude_input=True]\r\n",
+      "--allow-chromium-download\r\n",
+      "    Whether to allow downloading chromium if no suitable version is found on the system.\r\n",
+      "    Equivalent to: [--WebPDFExporter.allow_chromium_download=True]\r\n",
+      "--log-level=<Enum>\r\n",
+      "    Set the log level by value or name.\r\n",
+      "    Choices: any of [0, 10, 20, 30, 40, 50, 'DEBUG', 'INFO', 'WARN', 'ERROR', 'CRITICAL']\r\n",
+      "    Default: 30\r\n",
+      "    Equivalent to: [--Application.log_level]\r\n",
+      "--config=<Unicode>\r\n",
+      "    Full path of a config file.\r\n",
+      "    Default: ''\r\n",
+      "    Equivalent to: [--JupyterApp.config_file]\r\n",
+      "--to=<Unicode>\r\n",
+      "    The export format to be used, either one of the built-in formats\r\n",
+      "    ['asciidoc', 'custom', 'html', 'latex', 'markdown', 'notebook', 'pdf',\r\n",
+      "    'python', 'rst', 'script', 'slides', 'webpdf'] or a dotted object name that\r\n",
+      "    represents the import path for an `Exporter` class\r\n",
+      "    Default: ''\r\n",
+      "    Equivalent to: [--NbConvertApp.export_format]\r\n",
+      "--template=<Unicode>\r\n",
+      "    Name of the template to use\r\n",
+      "    Default: ''\r\n",
+      "    Equivalent to: [--TemplateExporter.template_name]\r\n",
+      "--template-file=<Unicode>\r\n",
+      "    Name of the template file to use\r\n",
+      "    Default: None\r\n",
+      "    Equivalent to: [--TemplateExporter.template_file]\r\n",
+      "--writer=<DottedObjectName>\r\n",
+      "    Writer class used to write the  results of the conversion\r\n",
+      "    Default: 'FilesWriter'\r\n",
+      "    Equivalent to: [--NbConvertApp.writer_class]\r\n",
+      "--post=<DottedOrNone>\r\n",
+      "    PostProcessor class used to write the results of the conversion\r\n",
+      "    Default: ''\r\n",
+      "    Equivalent to: [--NbConvertApp.postprocessor_class]\r\n",
+      "--output=<Unicode>\r\n",
+      "    overwrite base name use for output files. can only be used when converting\r\n",
+      "    one notebook at a time.\r\n",
+      "    Default: ''\r\n",
+      "    Equivalent to: [--NbConvertApp.output_base]\r\n",
+      "--output-dir=<Unicode>\r\n",
+      "    Directory to write output(s) to. Defaults to output to the directory of each\r\n",
+      "    notebook. To recover previous default behaviour (outputting to the current\r\n",
+      "    working directory) use . as the flag value.\r\n",
+      "    Default: ''\r\n",
+      "    Equivalent to: [--FilesWriter.build_directory]\r\n",
+      "--reveal-prefix=<Unicode>\r\n",
+      "    The URL prefix for reveal.js (version 3.x). This defaults to the reveal CDN,\r\n",
+      "    but can be any url pointing to a copy  of reveal.js.\r\n",
+      "    For speaker notes to work, this must be a relative path to a local  copy of\r\n",
+      "    reveal.js: e.g., \"reveal.js\".\r\n",
+      "    If a relative path is given, it must be a subdirectory of the current\r\n",
+      "    directory (from which the server is run).\r\n",
+      "    See the usage documentation\r\n",
+      "    (https://nbconvert.readthedocs.io/en/latest/usage.html#reveal-js-html-\r\n",
+      "    slideshow) for more details.\r\n",
+      "    Default: ''\r\n",
+      "    Equivalent to: [--SlidesExporter.reveal_url_prefix]\r\n",
+      "--nbformat=<Enum>\r\n",
+      "    The nbformat version to write. Use this to downgrade notebooks.\r\n",
+      "    Choices: any of [1, 2, 3, 4]\r\n",
+      "    Default: 4\r\n",
+      "    Equivalent to: [--NotebookExporter.nbformat_version]\r\n",
+      "\r\n",
+      "Examples\r\n",
+      "--------\r\n",
+      "\r\n",
+      "    The simplest way to use nbconvert is\r\n",
+      "    \r\n",
+      "    > jupyter nbconvert mynotebook.ipynb --to html\r\n",
+      "    \r\n",
+      "    Options include ['asciidoc', 'custom', 'html', 'latex', 'markdown', 'notebook', 'pdf', 'python', 'rst', 'script', 'slides', 'webpdf'].\r\n",
+      "    \r\n",
+      "    > jupyter nbconvert --to latex mynotebook.ipynb\r\n",
+      "    \r\n",
+      "    Both HTML and LaTeX support multiple output templates. LaTeX includes\r\n",
+      "    'base', 'article' and 'report'.  HTML includes 'basic' and 'full'. You\r\n",
+      "    can specify the flavor of the format used.\r\n",
+      "    \r\n",
+      "    > jupyter nbconvert --to html --template lab mynotebook.ipynb\r\n",
+      "    \r\n",
+      "    You can also pipe the output to stdout, rather than a file\r\n",
+      "    \r\n",
+      "    > jupyter nbconvert mynotebook.ipynb --stdout\r\n",
+      "    \r\n",
+      "    PDF is generated via latex\r\n",
+      "    \r\n",
+      "    > jupyter nbconvert mynotebook.ipynb --to pdf\r\n",
+      "    \r\n",
+      "    You can get (and serve) a Reveal.js-powered slideshow\r\n",
+      "    \r\n",
+      "    > jupyter nbconvert myslides.ipynb --to slides --post serve\r\n",
+      "    \r\n",
+      "    Multiple notebooks can be given at the command line in a couple of \r\n",
+      "    different ways:\r\n",
+      "    \r\n",
+      "    > jupyter nbconvert notebook*.ipynb\r\n",
+      "    > jupyter nbconvert notebook1.ipynb notebook2.ipynb\r\n",
+      "    \r\n",
+      "    or you can specify the notebooks list in a config file, containing::\r\n",
+      "    \r\n",
+      "        c.NbConvertApp.notebooks = [\"my_notebook.ipynb\"]\r\n",
+      "    \r\n",
+      "    > jupyter nbconvert --config mycfg.py\r\n",
+      "\r\n",
+      "To see all available configurables, use `--help-all`.\r\n",
+      "\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#Para guardar el notebook a .md\n",
+    "! jupyter nbconvert --to markdown ENTREGA.ipynb"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/Entrega.md b/Entrega.md
new file mode 100644
index 0000000..7cdcb8f
--- /dev/null
+++ b/Entrega.md
@@ -0,0 +1,723 @@
+# Tareas Clase 5
+
+## Ejercicio - Resolución espacial
+
+**Nombre:** Sasiri Juliana Vargas Urbano <br>
+**Correo:** sasiri.vargas@correounivalle.edu.co <br>
+**Usuario Mattermost:** vargass <br>
+
+**Objetivo de la tarea:** medir de forma aproximada la resolución espacial en una noche de observación en Zapatoca, Santander (Colombia), a partir de una foto del cielo estrellado.
+
+#### Se importan las librerias
+
+
+```python
+import numpy as np
+import matplotlib.pyplot as plt
+%matplotlib inline
+from scipy.optimize import leastsq    # Para optimizar las funciones
+import statistics as stat
+```
+
+_NOTA:_
+
+_Por facilidad, se creó una clase para el posterior análisis de todas las estrellas, las funciones dentro de la clase tienen como base el funcionamiento de las funciones presentadas a lo largo de este notebook_
+
+
+```python
+from Clase_estrella import *
+```
+
+### Paso 1 - Leer la imagen almacenada 
+
+
+```python
+#Para abrir la información de la imagen
+
+imagen = plt.imread('./data/zapatocaImage.jpeg')
+
+#Son 3 matrices de dimensiones 789 x 1184
+print(imagen.shape) 
+
+```
+
+    (789, 1184, 3)
+
+
+**Imagen a tratar:**
+
+
+```python
+#Impresion de la imagen original
+
+plt.imshow(imagen)
+```
+
+
+
+
+    <matplotlib.image.AxesImage at 0x7fd7bbf0ed68>
+
+
+
+
+    
+![png](Entrega_files/Entrega_11_1.png)
+    
+
+
+
+```python
+#Canales RGB
+
+#Según la forma en la que se declaran los arreglos, se pueden formar diferentes matrices
+#que representan los canales RGB
+
+R = imagen[:,:,0] #Red
+G = imagen[:,:,1] #Green
+B = imagen[:,:,2] # Blue
+```
+
+Para entender la composición de colores RGB de la anterior imagen, se grafica cada una de las matrices (R,G y B), haciendo las demás cero, de esta forma se obtiene:
+
+
+```python
+imagen_copy = np.copy(imagen)   #Se copia la imagen para no perder la original
+
+#Para el canal Rojo ---------------------------------
+imagen_copy[:,:,0]=imagen[:,:,0]
+imagen_copy[:,:,1]=0
+imagen_copy[:,:,2]=0
+
+Rojo = imagen_copy
+
+imagen_copy = np.copy(imagen)
+
+#Para el canal Verde ---------------------------------
+imagen_copy[:,:,0]=0
+imagen_copy[:,:,1]=imagen[:,:,1]
+imagen_copy[:,:,2]=0
+
+Verde = imagen_copy
+
+imagen_copy = np.copy(imagen)
+
+#Para el canal Azul ---------------------------------
+imagen_copy[:,:,0]=0
+imagen_copy[:,:,1]=0
+imagen_copy[:,:,2]=imagen[:,:,2]
+
+Azul = imagen_copy
+
+#Impresion de imágenes
+
+fig, (ax1, ax2, ax3) = plt.subplots(1,3, figsize=(16,9))
+ax1.imshow(Rojo)
+ax1.set_title('Canal Rojo')
+ax2.imshow(Verde)
+ax2.set_title('Canal Verde')
+ax3.imshow(Azul)
+ax3.set_title('Canal Azul')
+```
+
+
+
+
+    Text(0.5, 1.0, 'Canal Azul')
+
+
+
+
+    
+![png](Entrega_files/Entrega_14_1.png)
+    
+
+
+### Paso 2 - Escala de grises
+
+Existen distintos métodos por los cuales podemos encontrar la imagen a escala de grises
+
+**Método del promedio**
+
+Se realiza el promedio por cada pixel y se encuentra la luminosidad que luego se reescala con una escala de grises
+
+
+```python
+#Método del promedio
+imagen_gris=(R+G+B)/3
+
+#NOTA: Por prueba y error, encontré que multiplicando por 0.1 a R, se encuentra una mejor visualización de la imagen
+#(Esto está relacionado con el siguiente método)
+imagen_griss=(R*0.1+G+B)/3
+
+fig, (ax1, ax2) = plt.subplots(1,2, figsize=(16,9))
+ax1.imshow(imagen_gris, cmap='gray')
+ax1.set_title('Método del promedio')
+ax2.imshow(imagen_griss, cmap='gray')
+ax2.set_title('Modificación método del promedio')
+```
+
+
+
+
+    Text(0.5, 1.0, 'Modificación método del promedio')
+
+
+
+
+    
+![png](Entrega_files/Entrega_18_1.png)
+    
+
+
+**Método pesado o de luminosidad**
+
+Se pesa la cantidad de R,G y B, con parámetros tales que, cuando se tiene una superposición de los R, G, B pesados, el ojo humano ve en escala de grises. 
+
+
+```python
+#Método pesado
+imagen_grisss = (0.299*R+0.587*G+0.114*B)
+
+fig=plt.figure(figsize=(16,5))
+plt.imshow(imagen_grisss, cmap='gray')
+```
+
+
+
+
+    <matplotlib.image.AxesImage at 0x7fd7bbe70c18>
+
+
+
+
+    
+![png](Entrega_files/Entrega_20_1.png)
+    
+
+
+Las imágenes cirrespondientes a R,G,B en escala de grises se verían como:
+
+
+```python
+fig, (ax1, ax2, ax3) = plt.subplots(1,3, figsize=(16,9))
+ax1.imshow(R, cmap='gray')
+ax1.set_title('Canal Rojo')
+ax2.imshow(G, cmap='gray')
+ax2.set_title('Canal Verde')
+ax3.imshow(B, cmap='gray')
+ax3.set_title('Canal Azul')
+```
+
+
+
+
+    Text(0.5, 1.0, 'Canal Azul')
+
+
+
+
+    
+![png](Entrega_files/Entrega_22_1.png)
+    
+
+
+Se pueden observar unas ciertas diferencias entre las intensidades de las estrellas y por lo tanto, para el análisis de las estrellas, pueden existir diferencias para los parámetros de ajuste.
+
+### Paso 3 - Recorte de estrellas y ajuste gausiano 2D
+
+Se escoje el rango de los pixeles de una estrella con prueba y error
+En primera instancia se trata de escogerla centrada
+
+
+```python
+estrella = imagen_grisss[535:570, 645:680]
+
+plt.imshow(estrella, cmap='gray')
+plt.title('Primera estrella')
+```
+
+
+
+
+    Text(0.5, 1.0, 'Primera estrella')
+
+
+
+
+    
+![png](Entrega_files/Entrega_26_1.png)
+    
+
+
+Para efectos del análisis posterior, también se recorta un fragmento con varias estrellas.
+
+
+```python
+estrella_2 = imagen_grisss[330:380, 520:570]
+
+plt.imshow(estrella_2, cmap='gray')
+plt.title('Segunda estrella')
+```
+
+
+
+
+    Text(0.5, 1.0, 'Segunda estrella')
+
+
+
+
+    
+![png](Entrega_files/Entrega_28_1.png)
+    
+
+
+Para el primer análisis de optimización se toma la 'Primera estrella'.
+
+Para utilizar la función _leastsq_ de scipy para optimizar se necesitan de las siguientes funciones:
+
+
+```python
+#Definición del error, para una función gaussiana
+#Error = Valor teórico - Valor experimental
+
+def residuos(p, yy, xx, zz):
+    
+    a, b, c, x0, y0 = p
+    
+    exponente = -((xx-x0)**2 + (yy-y0)**2) / (2*c**2)
+    
+    error  = zz - (a * np.exp(exponente) + b)
+    
+    return error.reshape(-1)    #Se retorna un arreglo 1D, ya que esto es lo que recibe leastsq (función de scipy)
+
+#NOTA: Para mayor información de esta función, pedir help() dentro de la clase Estrella_a
+```
+
+
+```python
+#Definición de una función que calcula una Gaussiana 2D
+def gauss2D(x, y, p):
+    
+    a, b, c, x0, y0 = p
+    
+    exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)
+    z = a * np.exp(exponente) + b
+    
+    return z
+
+#NOTA: Para mayor información de esta función, pedir help() dentro de la clase Estrella_a
+```
+
+Para el ajuste, se hacen dos arreglos de prueba x y y de dimensiones igual a 'estrella' (la imagen a analizar)
+
+
+```python
+#Arreglos de prueba
+x = np.arange(0,255,7.3)
+y = np.arange(0,255,7.3)
+
+#Grilla
+yy, xx = np.meshgrid(x,y)
+
+#Parámetros de ajuste tentativos
+pe=np.array([2,15,15,5,5])
+```
+
+Haciendo uso de todo lo anterior, se obtienen los valores ajustados por míminos cuadrados de los parámetros de ajuste, esto se hace con la función leastsq de scipy
+
+
+```python
+ajuste, dim = leastsq(residuos, pe, args=(xx, yy, estrella))
+
+print(ajuste)
+```
+
+    [149.8213941  119.16039711 -34.31135287 127.16003106 130.26587992]
+
+
+**Visualización del ajuste y la estrella escogida**
+
+
+```python
+zz= gauss2D(xx,yy,ajuste)
+
+fig, (ax1, ax2) = plt.subplots(1,2, figsize=(9,6))
+ax1.imshow(estrella, cmap='gray')
+ax1.set_title('Estrella a analizar')
+ax2.imshow(zz,cmap="gray")
+ax2.set_title('Ajuste')
+```
+
+
+
+
+    Text(0.5, 1.0, 'Ajuste')
+
+
+
+
+    
+![png](Entrega_files/Entrega_37_1.png)
+    
+
+
+**Análisis estadistico**
+
+Para encontrar la mediana, media, moda y desviacion estandar del ajuste hecho se hace lo siguiente:
+
+
+```python
+#Media
+media=np.mean(zz)
+
+#Mediana
+mediana=np.median(zz)
+
+#Moda
+moda=stat.mode(np.round(zz,3).reshape(-1))
+
+#Desviacion estandar con scipy
+desviacion=stat.stdev(zz.reshape(-1))
+
+#Desviacion estandar con numpy
+desviacion1=zz.std()
+
+print('Mediana: ', mediana)
+print('Media: ', media)
+print('Moda: ', moda)
+print('Desviacion estandar 1: ', desviacion)
+print('Desviacion estandar 2: ', desviacion1)
+```
+
+    Mediana:  121.00032292471543
+    Media:  136.12938530499758
+    Moda:  119.161
+    Desviacion estandar 1:  31.37796037027831
+    Desviacion estandar 2:  31.36515042470658
+
+
+Para hacer el histograma
+
+
+```python
+plt.figure(figsize=(9,4))
+plt.hist(zz, bins=5, histtype='bar', alpha=0.7, edgecolor = 'black', linewidth=0.2)
+plt.show()
+```
+
+
+    
+![png](Entrega_files/Entrega_42_0.png)
+    
+
+
+**Estadística con más estrellas**
+
+Para el análisis de más estrellas se crea una función que busca estrellas analizando una imagen de entrada.
+
+Para ello se crean dos funciones, _miniframe_estrella_ y _estrellas_recortadas_ 
+
+
+```python
+def miniframe_estrella(estrellita_, fila, z_):
+    
+    """
+    
+    Encuentra el arreglo de la imagen de la estrella recortada.
+    
+    ---------------------------------------------------
+    
+    FUNCIONAMIENTO:
+    
+    estrellita: Imagen a analizar
+    
+    fila: fila de estrellita donde se encuentra la estrella
+    
+    z_: Arreglo donde se guardan las posibles estrellas
+    """
+    
+    ancho=[]
+
+    nx, ny = np.shape(estrellita_)
+    
+    #El siguiente for recorre la imagen ingresada, en la fila seleccionada
+    #Añade elementos a la lista ancho, mientras que la intensidad de la estrella sea mayor que 0.8
+    #Cuando se encuentra el centro de la estrella, el for para
+    #Conociendo la cantidad de elementos añadido a la lista ancho, se encuentra el radio de la estrella
+    
+    for j in range(ny):
+        if (estrellita_[z_[0,fila],j] > 0.8) and (j != z_[1,fila]):
+            ancho.append(1)
+            
+    radio = len(ancho)
+            
+    #Creacion de un miniframe que contiene solo la estrella a analizar
+
+    star = estrellita_[z_[0,fila]-len(ancho)-5:z_[0,fila]+len(ancho)+5, z_[1,fila]-len(ancho)-5:z_[1,fila]+len(ancho)+5]
+    
+    #Retorna el array correspondiente a la imagen del miniframe
+    
+    return radio, star
+
+```
+
+
+```python
+#Intensidad recomendada: 240
+
+def estrellas_recortadas(img_es, intensidad):
+    
+    """
+    
+    Retorna un arreglo, tal que cada una de sus componentes es la imagen recortada de las estrellas identificadas en la imagen de ingreso
+    
+    ---------------------------------------------------
+    
+    FUNCIONAMIENTO:
+    
+    img_es: Imagen a analizar
+    
+    intensidad: Intensidad de estrellas deseada para analizar. Parámetro de 0 a 254. Intensidad recomendada: 240
+    
+    """
+    
+    #Primero se escala con la intensidad de estrellas deseada para buscar
+    
+    estrellita=img_es/intensidad
+    
+    #Se identifican las candidatas a estrellas
+    
+    z = np.where(estrellita > 1)
+
+    z=np.array(z)
+
+    n, nz = np.shape(z)
+    
+    k=0
+    
+    #Se crea una lista para las estrellas de salida
+
+    lista_estrellas = []
+    
+    #El ciclo a continuación funciona de la siguiente manera:
+    #Se hace la diferencia en valor absoluto de una candidata, con la candidata siguiente. Se obtiene un arreglo 2x2
+    #Si la suma del anterior arreglo es menor o igual a dos, significa que las candidatas a estrellas son contiguas y por consiguiente se asume que es la misma estrella
+    #Si la suma del anterior arreglo es mayor, entonces se continuan evaluando las demás estrellas con el mismo procedimiento
+    #Los frames de estrellas se almacenan en la lista: 'lista_estrellas'
+
+    while k in range(nz-2):
+        
+        # 2. Es decir que vuelve aquí*
+
+        k += 1
+
+        r = abs(z[:,k]-z[:,k+1])
+
+        r_sum = r.sum()
+
+        if r_sum <= 2:
+
+            radio, miniestrella = miniframe_estrella(estrellita, k, z)
+
+            lista_estrellas.append(miniestrella)
+
+        else:
+            continue # 1. Continua con el ciclo*
+    
+    return np.array(lista_estrellas)
+
+```
+
+
+```python
+lista_estrellas=estrellas_recortadas(estrella_2, 240)
+
+
+fig, axs = plt.subplots(2, 2, figsize=(6,6))
+
+axs[0, 0].imshow(lista_estrellas[0,:,:], cmap='gray')
+axs[0, 0].set_title('Estrella 1')
+axs[0, 1].imshow(lista_estrellas[1,:,:], cmap='gray')
+axs[0, 1].set_title('Estrella 2')
+axs[1, 0].imshow(lista_estrellas[2,:,:], cmap='gray')
+axs[1, 0].set_title('Estrella 3')
+axs[1, 1].imshow(lista_estrellas[3,:,:], cmap='gray')
+axs[1, 1].set_title('Estrella 4')
+
+# Hide x labels and tick labels for top plots and y ticks for right plots.
+for ax in axs.flat:
+    ax.label_outer()
+
+```
+
+
+    
+![png](Entrega_files/Entrega_47_0.png)
+    
+
+
+
+```python
+#Para guardar el notebook a .md
+! jupyter nbconvert --to markdown ENTREGA.ipynb
+```
+
+    [NbConvertApp] WARNING | pattern 'ENTREGA.ipynb' matched no files
+    This application is used to convert notebook files (*.ipynb) to various other
+    formats.
+    
+    WARNING: THE COMMANDLINE INTERFACE MAY CHANGE IN FUTURE RELEASES.
+    
+    Options
+    =======
+    The options below are convenience aliases to configurable class-options,
+    as listed in the "Equivalent to" description-line of the aliases.
+    To see all configurable class-options for some <cmd>, use:
+        <cmd> --help-all
+    
+    --debug
+        set log level to logging.DEBUG (maximize logging output)
+        Equivalent to: [--Application.log_level=10]
+    --generate-config
+        generate default config file
+        Equivalent to: [--JupyterApp.generate_config=True]
+    -y
+        Answer yes to any questions instead of prompting.
+        Equivalent to: [--JupyterApp.answer_yes=True]
+    --execute
+        Execute the notebook prior to export.
+        Equivalent to: [--ExecutePreprocessor.enabled=True]
+    --allow-errors
+        Continue notebook execution even if one of the cells throws an error and include the error message in the cell output (the default behaviour is to abort conversion). This flag is only relevant if '--execute' was specified, too.
+        Equivalent to: [--ExecutePreprocessor.allow_errors=True]
+    --stdin
+        read a single notebook file from stdin. Write the resulting notebook with default basename 'notebook.*'
+        Equivalent to: [--NbConvertApp.from_stdin=True]
+    --stdout
+        Write notebook output to stdout instead of files.
+        Equivalent to: [--NbConvertApp.writer_class=StdoutWriter]
+    --inplace
+        Run nbconvert in place, overwriting the existing notebook (only 
+        relevant when converting to notebook format)
+        Equivalent to: [--NbConvertApp.use_output_suffix=False --NbConvertApp.export_format=notebook --FilesWriter.build_directory=]
+    --clear-output
+        Clear output of current file and save in place, 
+        overwriting the existing notebook.
+        Equivalent to: [--NbConvertApp.use_output_suffix=False --NbConvertApp.export_format=notebook --FilesWriter.build_directory= --ClearOutputPreprocessor.enabled=True]
+    --no-prompt
+        Exclude input and output prompts from converted document.
+        Equivalent to: [--TemplateExporter.exclude_input_prompt=True --TemplateExporter.exclude_output_prompt=True]
+    --no-input
+        Exclude input cells and output prompts from converted document. 
+        This mode is ideal for generating code-free reports.
+        Equivalent to: [--TemplateExporter.exclude_output_prompt=True --TemplateExporter.exclude_input=True]
+    --allow-chromium-download
+        Whether to allow downloading chromium if no suitable version is found on the system.
+        Equivalent to: [--WebPDFExporter.allow_chromium_download=True]
+    --log-level=<Enum>
+        Set the log level by value or name.
+        Choices: any of [0, 10, 20, 30, 40, 50, 'DEBUG', 'INFO', 'WARN', 'ERROR', 'CRITICAL']
+        Default: 30
+        Equivalent to: [--Application.log_level]
+    --config=<Unicode>
+        Full path of a config file.
+        Default: ''
+        Equivalent to: [--JupyterApp.config_file]
+    --to=<Unicode>
+        The export format to be used, either one of the built-in formats
+        ['asciidoc', 'custom', 'html', 'latex', 'markdown', 'notebook', 'pdf',
+        'python', 'rst', 'script', 'slides', 'webpdf'] or a dotted object name that
+        represents the import path for an `Exporter` class
+        Default: ''
+        Equivalent to: [--NbConvertApp.export_format]
+    --template=<Unicode>
+        Name of the template to use
+        Default: ''
+        Equivalent to: [--TemplateExporter.template_name]
+    --template-file=<Unicode>
+        Name of the template file to use
+        Default: None
+        Equivalent to: [--TemplateExporter.template_file]
+    --writer=<DottedObjectName>
+        Writer class used to write the  results of the conversion
+        Default: 'FilesWriter'
+        Equivalent to: [--NbConvertApp.writer_class]
+    --post=<DottedOrNone>
+        PostProcessor class used to write the results of the conversion
+        Default: ''
+        Equivalent to: [--NbConvertApp.postprocessor_class]
+    --output=<Unicode>
+        overwrite base name use for output files. can only be used when converting
+        one notebook at a time.
+        Default: ''
+        Equivalent to: [--NbConvertApp.output_base]
+    --output-dir=<Unicode>
+        Directory to write output(s) to. Defaults to output to the directory of each
+        notebook. To recover previous default behaviour (outputting to the current
+        working directory) use . as the flag value.
+        Default: ''
+        Equivalent to: [--FilesWriter.build_directory]
+    --reveal-prefix=<Unicode>
+        The URL prefix for reveal.js (version 3.x). This defaults to the reveal CDN,
+        but can be any url pointing to a copy  of reveal.js.
+        For speaker notes to work, this must be a relative path to a local  copy of
+        reveal.js: e.g., "reveal.js".
+        If a relative path is given, it must be a subdirectory of the current
+        directory (from which the server is run).
+        See the usage documentation
+        (https://nbconvert.readthedocs.io/en/latest/usage.html#reveal-js-html-
+        slideshow) for more details.
+        Default: ''
+        Equivalent to: [--SlidesExporter.reveal_url_prefix]
+    --nbformat=<Enum>
+        The nbformat version to write. Use this to downgrade notebooks.
+        Choices: any of [1, 2, 3, 4]
+        Default: 4
+        Equivalent to: [--NotebookExporter.nbformat_version]
+    
+    Examples
+    --------
+    
+        The simplest way to use nbconvert is
+        
+        > jupyter nbconvert mynotebook.ipynb --to html
+        
+        Options include ['asciidoc', 'custom', 'html', 'latex', 'markdown', 'notebook', 'pdf', 'python', 'rst', 'script', 'slides', 'webpdf'].
+        
+        > jupyter nbconvert --to latex mynotebook.ipynb
+        
+        Both HTML and LaTeX support multiple output templates. LaTeX includes
+        'base', 'article' and 'report'.  HTML includes 'basic' and 'full'. You
+        can specify the flavor of the format used.
+        
+        > jupyter nbconvert --to html --template lab mynotebook.ipynb
+        
+        You can also pipe the output to stdout, rather than a file
+        
+        > jupyter nbconvert mynotebook.ipynb --stdout
+        
+        PDF is generated via latex
+        
+        > jupyter nbconvert mynotebook.ipynb --to pdf
+        
+        You can get (and serve) a Reveal.js-powered slideshow
+        
+        > jupyter nbconvert myslides.ipynb --to slides --post serve
+        
+        Multiple notebooks can be given at the command line in a couple of 
+        different ways:
+        
+        > jupyter nbconvert notebook*.ipynb
+        > jupyter nbconvert notebook1.ipynb notebook2.ipynb
+        
+        or you can specify the notebooks list in a config file, containing::
+        
+            c.NbConvertApp.notebooks = ["my_notebook.ipynb"]
+        
+        > jupyter nbconvert --config mycfg.py
+    
+    To see all available configurables, use `--help-all`.
+    
+
diff --git a/Entrega_files/Entrega_11_1.png b/Entrega_files/Entrega_11_1.png
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HcmV?d00001

-- 
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