From c7d73d16898d9801b5fd103613753ab41df482ab Mon Sep 17 00:00:00 2001 From: Juan David Hernandez Ramirez <hernandezj@jupyterMiLAB> Date: Thu, 18 Feb 2021 03:41:21 -0500 Subject: [PATCH] entrega del ejercicio inicial --- ejercicio1-clase05.ipynb | 1130 +++++++++++++++++++++++++++++--------- 1 file changed, 866 insertions(+), 264 deletions(-) diff --git a/ejercicio1-clase05.ipynb b/ejercicio1-clase05.ipynb index 0a06633..aa62094 100644 --- a/ejercicio1-clase05.ipynb +++ b/ejercicio1-clase05.ipynb @@ -1,5 +1,26 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Juan David Hernández ejercicio1-clase05" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### La idea de este programa, es determinar la resolución espacial del cielo en Zapatoca (Santander). La resolución espacial, hace referencia a la distancia angular mÃnima que debe haber entre dos fuentes de luz puntuales tal que se puedan seguir reconociendo de forma individual." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Primero importamos las librerÃas necesarias. Requerimos de numpy para interpretar las imágenes como matrices y operar con ellas. Matplotlib para graficar, scipy para aplicar método de mÃnimos cuadrados de forma optimizada y statistics para utilizar funciones de estadÃstica." + ] + }, { "cell_type": "code", "execution_count": 1, @@ -10,7 +31,16 @@ "import matplotlib.pyplot as plt\n", "import matplotlib\n", "import scipy\n", - "from scipy.optimize import leastsq" + "from scipy.optimize import leastsq\n", + "import statistics\n", + "import math" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Primero importamos la imágen de la carpeta data y la convertimos en un array de numpy." ] }, { @@ -31,6 +61,13 @@ "estrella1=np.array(estrella)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Es importante \"plotear\" y utilizar la función .shape en la imagen para tener una idea de los colores y el tamaño del objeto que vamos a analizar." + ] + }, { "cell_type": "code", "execution_count": 4, @@ -39,7 +76,7 @@ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7f43afdc99e8>" + "<matplotlib.image.AxesImage at 0x7ff075ecc240>" ] }, "execution_count": 4, @@ -83,6 +120,13 @@ "estrella1.shape" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Como la imagen está en formato RGB, es una superposición de 3 matrices las cuales podemos extraer de forma individual. Para el procesamiento de la imagen, queremos que esta está a escala de grises, es por esto que vamos a aplicar un mapa de colores 'gray' para entender cómo se ve cada matriz en esta tonalidad." + ] + }, { "cell_type": "code", "execution_count": 6, @@ -91,7 +135,7 @@ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7f43afd7de80>" + "<matplotlib.image.AxesImage at 0x7ff075dfc908>" ] }, "execution_count": 6, @@ -100,7 +144,7 @@ }, { "data": { - "image/png": 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\n", 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pMqkZw/FTZ6TUajWdnp6q2Wym8Mne3p76/b5mZmZS7nOe59rc3FS329Xq6qpWVlYKrmsZ8e0e+hkyFZURlZdLt9stuHWSCgrX9Go2m8n1cqEy7Xa712gekRljb+7HyclJ+t4o0UqR7jX7HAUz9oeMyxgjlTsFczQaJWMX44JUbixxMdjKnO+VGT8ruIjAmU3QaDQKG8Js0OL4vJ+A4/KcVyqVAm2lq0yU27dvq1qt6unTpwUkbt6dnJxM7eV5nvpTq9WScWdYhOP0DlrGYgeDQaqTSjsqQX8W+YbZRfwuovGIXv0dU2nJX1ER+28uYvq7KFPMAGG7cZHQ7RpIWRcZRJbpEvc9gg32hfxDEEH6xnetA28qr43ilq6Yim4xS3Tnzs/PdXl5mfJLvcDo70xMunEkot3Oer1eyBve3d1VvV7X6uqqarWa2u22tre3tb6+rv39fc3Pz6vf7+v8/DzF6E5PT7W9vZ2QgnOH3TbTnKJLRwEmLVyowIgY6U3ESbbSptvnQtRH+lixlcV/o7vJWCNRmsdG4zgaFbdXxzizVFTUbJOLcDQoUTGW1RvDFZ5zKgjTybxAzy7yH+nlMbqdSqWiZrN5be7cr7iuwAU28iTnMssyHR4eKsvGMWYqqai4CHgITmjw2D55LXpNMVuCoQGOvSw9sFqt6ud//uf1+7//+zo6OtLXv/51PXr0KK1B2PMgSi3rB7099qMsjEV6lyHZMtkrA0akiZ+38Yvj5PZ0lvPz80KfjaKzLEvegYvX7OzRc6OOdcJN5bVS3BQ2Z4RYeMtcrfPzc+3t7Wl+fl61Wk3NZlPdbjcpdKmYZ0pkR2VlBVipjM/QMIp3aqBj21k2zgBwnrEtc5aN46pHR0fa2dnR7du3VavVEvomiiYaiELKHzIWmdjW3yXGAweDQSH3m2Mjo1Nw/GPE6v5FIaCi5vqD66WSZf+YfhW9AyqhqGw9P0RN7r+VpZXnxMSEpqentbe3d2189AIo/I4ruk80aFykXVhY0MHBQXJn7TFFwXVGDJWl2x2Nxjnh3W73mhdiHidPuM9HR0eanJwsGGlmWrhu/3acnzSQrrbJex6YkUXETQUVY7kcD/vp9ErL0pMnTxKaf/z4cUFhsR4aEBqE0WikdrudcrLdB54XEmkfjROBkfsWwzoeAxcRCYgog+QTzhNBituO63OkZQz1sC3rvT9SoZLoRjMvtFarpXxPxqPzPNfp6amePXumiYkJnZ6e6uzs7Bo6JNNwoojCarWaGo2GGo3GNVf84OBAT58+LaAzMysFo91ua3p6uqA0zXCcbLpiUhFtRhQQFVv0RjyeuGgUt9n62WjFOU7TiJ4CGY2Km3FW12HF4DGZLs6Bj3X7M9KF/5P5jXzKlJVp3O12ryFxutweBw0MPQ7yg/tdrVZT+uhoNEqboqQxmorn5lAgXe/CwoIODw/V7XYLISUbAoc3PMaIjs/Pz68pgcjTkb6krcdtHiH/uD7GYlmv55D84vetnO0RmC7r6+upfq7F+B2P3XJGFMzwQlmIp9FoFDwKl7fffls7OzspDBjbLANFZYbophzuqEQjqIrhmbKwmAsNJeWr3+9f2xZ/U3ktsko4+DLLbnfCyjK6egx3lCkE1xPTuRhjMjq2YnS2yebmph48eKB+v5+so9PWiGi92LO2tqZ2u31tJ6FTEY0+IwokCuWkmYH5vQ2CBY4xcQomxyddpeNRUEw/1zcxMaGZmZlrhzW5VCqVa4csUUlG99XKgkh+OBzqzTffTAvL9CjYJr0t/k8hcFsMXVCZuc+khZ/xO0Q4boMI0nOf57m2t7fT+xFEsD/k0cPDw4LxtlucZeOQiRclaUBYH40AeZX0IX/4O/+OSj4eoRy3f5tmpEdZWIDfmSfoVbJ99mN1dbWQPVNmlCLvul4nAxBs1Ot1zc3NpfBkGaqmMqTRloqL76R3nAcCDvI89Zaf49xRtlifvXJ70l5TowG+qbw2iJuuIo/+lK7itTdZxN3d3bQgR4sXDYIL3bRGo1GIUXrn3tHRkfI819nZWcoj5qKT+0wGazabajQa1454la4v5Bid0qXmD5Gzx+X6mKMcY742TkZxLpXK+DyJXq9XEOQyReH4K5E83XPHq8uULBk4/qZAP3ny5JoCdrvO02aJqJ5o2XNB7yHSMwpDHHcZGp2ZmdH+/n6hfZaoINgeUW9UNOZtvs/cdMZkXUx/r58YyDD7InotNKKcg6iMuCuYioYhghj+ibxMunGNxPW0Wi1NT09rZ2dHBwcHhfUQhtL8jsFa9LDK5no4HOqHP/yhLi8vS48PiN4H++r+xs/cTpxrjlsqpnJG/uDn5FPpSk4nJiZSXNxzGb2BsvJaIG7p+gJNPC+bCz9UAEa9DpPwEJc48OgW+cfZJA63HB4eqtfraWNjQwcHB6rX6wVFwQWuPM8LW1XNBHfu3CmEKKTrebYsRON+ZmFhQbOzs5KuH1dqVOJ3OS4joMhIZed/UJm4Xi5OMU3MdU9OThY2dJC2LB6PCxW5lVnZ4haVbXQ9iS49FnpSkd7u26tCCPReiN5j9g0NRXSFy3grzo2FmPNGhWn07+M/OVa64nt7ewXDyZQ+xnHZD4Oh2EfODwEDDaCNZRn4id5GpIX/v7i40O7ubvJUIm/SQzA9yjxQzmlEtnmep0wzAh4atAigmE7K7+I8RS/KNIrggYVhQ/bBZTAY6PT0NNGZaaY8erisvBaIO06CGbFSGe9Y8sKjFaNzXimIjIuRqWI7VAJmKMe4HYrxyro0Pujp9PQ0fe4YnRUG43+bm5s6Pz/XW2+9VXDbokDEQ5lYyGzOSyfSjCEYKp2I1llMj4gAoqC4bi4kNpvNQg6vTzOM7igRM2lpAYgGs+wgHT87PT1dOH43ojqPm+l69rqcteD66Zn4XdPCAu50LyKn6Poa7R4dHSWhNG3i86Qx0RoVFPsSzyQhvRxrt8dHnmL4JYbT3Gfp6qCwMiVLI+k6CXxogGO9RKtUeDxUyvwZwznxfffTdRAkkVZE6jZ4LjxQzG3leV64/ILvWo4ZnqHRpTzSy6UHxXAP5YfeC2XYPBFDSmWe1k3ltUDc0c30IOv1esqr9oC92uxiQlFoIkHo3vFzM+T8/LxmZ2eTkrKC9GYCpor53SwbL8hMT09rampKMzMzmp+fV57n6QIHCwqVppkvxm6jQpJUUCYxK4XjYnzU37muGNeOng37VsaAWXZ1eqJUPLTHAkaDYUVjRe53+ayNQixUajd5B1SGjGnn+TjP3LsbqazJDzQcnm8rf4ZL3KYLPRAaOJ5vTh4mT0fDwbmy4iC9aXDy/GqzWKPRKPCUhZ+K1d/FowtiKlrZWoeVBrNt/CxLlFfyg+efPEWa84hbI37vi7CctVqtwkUknBu34Z3PkZ9v6iczgeiFkG+9DmWDHg1pmZxGj5VGKvJOLPR4+De9v5vKa4O4aYEctohpUFaoRH90ZyqVitrtdnLHOHAT3DnfziBpNBrJQJycnKSFpOFwvM3ajHV4eFiI/U5OTmplZSWhy5mZmbTjsiyfl5a6LB3Lz/AzKkmP0X87P9RjowK2UfBquhF+RElux8qAxoGLnmzD8xNTwJgpcHJyUvB+/E5ZaISFzO7588INESmVN+nrsfG5aBwtlI4RG51TabIfFOJ+v5+8DcYgqaApgES4/D72mQrdZXZ2VqPRKN2EU62Oz/BgyILI3nVYyZlXqbxieCcCHipbJgKUzVn04Ehnt3sTgned9gJ8xIQNYWyT80FQRRRcxkuOH7NfRL6kmw2H+8cdsgQP5nXyGdfnpOu7R6Pn5nm6CV3TINxUXgvFLRXTayzgjvmNRuMNLlaoRA4xbjcYXN1QQ+toBVav19VqtdLPxMSEjo6OdHFxkRSE3724uFC73U7IlxPYarW0tLSkVquVGKndbhdOPGMf/c7Jycm1uKJ0fQHvJuTnd2ZnZwtn+7IMBoN0XVOWZSlty886pOBsiZmZmcIxsDFNiwpnNBqlXXllhocut0u1Wk0hBW4MovKLC5s3ucXcwEFEHePW0d2NSszvx4wSZnv4XfOG+2nejLRhDi7DQGyfijP2zzSYmJjQ2tqatre3k1fAfQntdju5/dGIRmXs3zz5kTxD5c9iQxtBVVREEY27j5wH8gQXICnvHpPbNL2ZPsjsj0qlcg2cudBAROVMz8nj5NpUBC0EWDbq8agA0pmhKddFWttAkI6RpjcZo8L8vPLb/xYKlSYJY1eHgsx3/NsH4EeC2gXzM1bajpd7QuyaOuXK53bH0u12dXR0pIWFhYKnwP5Ey316epreNyPS9S5Teq7H9Zqhdnd3C99zsvM8T5twooDQg/CmFi7KxVho9FoqlUpCnfQg+H2MEztDgMYoorhouIysLGw2RlRakcEjoo1KWlIhw4N9j+iXisvzGBViDH2wvzEbKLrUDPUQfEhjBfHJJ58khUuFI6mwPZ4GlaGNKPg0FmxrZmZG5+fn6vV6hWwl12nkGnkz0s/y49Ai22UYjvXzN8ND9EqpCP1+pVIpZHOYfylPBibm57K5I02tN/wZaRXBIi8Q8feUfYKxCDLNG9YLZTnyX6a8FjFuFw/ag7Gw+HNaK1vfiGLOzs4KE1mv1zU5OamFhYXEWN1uN+2AtBW1BTeqs8V0/LDdbqvdbhdi071e7xrhzVh0FaViGhYnli4k86n9Pb0P6erwHY7fbc7PzxeEge4fFdDh4aH6/X66sb7X6xWUN+fD/YhKkUjR/YxhAY4vnvkRUZnfc132mmiofYpjmVGZn5/X6upqgV5U2OQdKpJqtZriqdH4Md5LZej2yQ9RGUWh9Xts3/XG7823w+FQ5+fnBeDgMVHJ07swPf3TarUKcxYNnXnYNLACYsjIfOy1JoZr+AxTHL2hjV4O5zt6HmVrJU7vc9/cd8oDvYUyz5SJDvSQSCsarDIUXGYITSOWiJo9N0xfjYavLCTyRWES6TVD3FEgoyKgW01rRwLEFDmvbjPtZjgcH45/fHys4+PjxLgWECIN5pCTATqdTkIrw+FQu7u7yrJMa2tr6Xm3bTQmFQUjxsbsDdhNd+64mcxj44YJKgrnnhP1Mg7t4rZPTk4KiISGgPQnE5PBqYCikmKKHpme8V/mrvodz4Vjk4y/RzowvntycqLT01PNz8+n3Gv3mciGqI8okYaICsSfuw+cr9u3b+vx48fXzm0ZDAbpOOCzs7NC3e6H64reiWnJ679Iw+idcf79d7PZTN6dF4epMGIst+w7e59lCDTPx2l3y8vLevbsWfqc7XBNJcaEy7wl9yfLxmcO+UagaAA5D+Qne8qxPn8X5YzKMa75sB2/S2Qfw5k0HJwXLiYzm8TvRLpE4PSq8oWqPcuy/3OWZdtZln2Iz+azLPvbWZZ99vL33MvPsyzL/u0syx5kWfajLMu+96V6oespgWVoRbpS1M6bNgFuUjoXFxfpdvN4TKzR99HRkY6OjtTv95Oi5gIDXSi/Pz09rWq1qt3dXT18+FDPnz9Pm3WoMGmtoxK4aYwUmGh9I8JjYaoW37cR4ntmRiMyK0TG/qiQXY/H434ZddorKZtHGlPGKY2A6Q14rqJbTyXmQtTm7cJOByPdomEhQGAKFpER5z3S2+8/ffq04EYz3mwDZHe/zLi5DyxRiUcPod1ua3V1tYBM+a5BSkR9HhfT8ryIHuO+nrOoHGn0okfJPhBR871I+zgnDJP5s/ie0XEMdfC9siyYaJAZumEb9Mpo0MzjU1NTKQGCfaeXUyaj0Vu1DmI4yDR/1QJ+quMLn5D+L5L+ifDZX5b0m3mevyvpN1/+L0l/VtK7L39+VdJf+RL1Syq6kf7fv0lkut7O/OB52XzHk+V4l3co2RUl0znLwEbBi4ieTF9xRiY+OjrSwcGBTk5O0iUDz54909OnTwtWlhPpcTBnlK4bz3Yoy3Mmw0b33OMmMpiYmFCj0dDc3JxmZ2cLxwN4u60LFZdDRtyJVoYwiHLYdyo0GlWvM1BBkc5lCo4K4KYMB/+OmTZ+T1JaPHbxXEfUQwE0bzD8Zm8iGkfpagfkxcVFOuPE8Xmvm5DeZbflxLHT07y8vExnslD5cb75HecsKhteGBLDAVTijt3z3YuLC21sbKR2HXLirmG2x3ktU2g25KPRKB3ERUVbRnO3FXmC4cxITxqxMvDDsJmf99gqlUry7NgnywHDPfQWqI8ob1wYJw99mfKFT+Z5/vck7YeP/7ykv/by778m6Z/C5/9+Pi6/LWk2y7K1L9ORMjehzE3z4CPRiQZNMKNyLnTGhQqi6fi3dBVnr9Vq6nQ6aVdbr9fT3t6eDg8PE8La29tLC51UAK9C2Fb4ZeiDDEbDRiHwmNgmBX11dTUhYS90eUxnZ2cJoZYhP4dprHAsXKQhmTUqQP42/Xu9XqIhx5vnV4s9nuMo6GUIj4Yv8ozp5/fOzs60uLh4TYlEJXGT8YlKkt+bd8x7FMQsy9I1euZT08MxXLdJb4ntuU17FcwQYeiDBiAqcCpJj8+Fi4NZdpWFwn6xfo6PPBHp4XklevfaSpz/yDM0+GVK0DdCERg5/BDROBW5ecLt0NiRr2gkXOdNP+Q9j5PhOdOLvErae4x+5qazglz+YWPcK3meb7z8e1PSysu/b0t6hueev/xsQ6FkWfarGqPyUuTIyaNSo8WK7ivj0ZzgiMisQPxZfN4MfXJykt69uLjQ6empLi4uNBgMdHR0JGlsoQ8ODtRqtdJGnoWFhUK/LAjRiud5njI0aHkj00UlwxLjcDEe9+LFi8IBR9L1FCjSNa4ROHeYIQ6jSPetVqvp/v37evDgwbUxMjvEbq7zvN2OlVm/31e73U6uflRi0bj5EmHp+rkr8X2Xzc3Na7zFkIuktH/AW/8dUuAZ737fKDgiPIbFTA+2yZQyzl1EoC7kS7fD9RIXv2fas0/+7fng+E3D0ejqBMSYusfCcTITieCi0WgkT9Zy5m3e9KDL5o/tsJ/UEaa767XCM5Ch4bFnxzpNU4dFCbJiifPkOaEOuglUeF+K19FID/K32428U1b+a2eV5OPav1xEvfjer+V5/sfzPP/jZcozunqRwazkrBSdkF/motB98ftGPBRYInk/45jl5eWlDg8P0+48Zr44DHN+fq6ZmZnCSr7r8/OcXHoHFjSOi0oIdEt9s2vq/kYkMhoVLyA1E3nhiSgzCufMzExB+LMs0zvvvJOUmJWwx7O3t6dWq6V2u30tVsm5jfFD0sbvtNttZVmmW7duFepjXFwqXiJAWsZTIKPHFn9H78iZHM6F925avmea09vx95VKpXAhL3PA3Q4XWInEorJ2oWsejU30XjxvcW2BdcZ3iVp528urFMirFHpZu6ZF5Dl6j6Rdll1dckzE6vkmX/t/XhDu97wmRc+VXggz0aSr0xdpbPyeDQDnqswzZH3+jjogenPxxpsvQtz/sIp7K3sZAnn5e/vl5+uS7uK5Oy8/+8JCReL/o7tJl8kT4s+YJxyFMipCojASmYqfz3iHnZEilbr74/NUtra2ElKLmQwM59BlMmqmINGIReVtxqEB4RiZOx5deIdAoiJlLqqkwvVcRgyHh4cpzWthYSHRazgcam9vL6F4C4SPALAyicjOxSEAaZzrbuHz5QWML3tHYUSRExMTSeEzl5fGmF5AtVpN6Wqci0rlKh/bayJHR0cpO4SeB8dCb83rCkROpiFDChR0Krkyfi8zMDE84ee99kOZimmhVJp5fnW2tj0NGhArGbYf5SzmWVtuyGP0wDj/cQ6i4WCJYSSPjf0i4HCffE4/QQT1BcM58S5V8w3pURaK4XyY5x2mdJKE55qLkp4z1h3Reyz/sIr7NyT9ysu/f0XS38Dn/3w2Lr8g6TC/CqncWKLLQQTMa8X8bJ5fXdRrpV22KGUlQ0TEiScKJSIgSrAiNBNGlO76Li8vtbu7m5RmGeErlatzuaPiZP/Yr4jQ+T9XwJnBYPqwDisRCpfzcolCHHOlcDkMtLe3l3arOVREw0J30ilpXPDkIjIXCaN76n4Mh0PdunUr0WY4HBbOqTGPEElRsZFG8VovKjf32+1YyTCdM2bTxHgm2zw/P08hMBe2wT66bnpeRGTkFc8pjQzfZYmfRYTq98lXbN8/XsCmwuN8SFfrQESJpjO9WyuvaPjYR/9me9GokU/iuBmSJC25DmBZLzNANCJU7jFkyD6XeZH0rCLNXaeNOd+1DoqGIZYvjHFnWfYfSfolSYtZlj2X9L+W9K9L+utZlv0lSU8k/YWXj/9NSX9O0gNJp5L+hS+qX7oew70JjUR0TAK5HhKSjBOZNr5jJMBFMebnsp9kOisLhyTm5uYKx8AyPENGiG4m/6dRYPwtMjlTo4gQKOxsj0JPA0SGq1Qq+vrXv66PP/44bfW2IqJXEunoOt3/fr+fFJ/ddrrJVLQuVI5Gvk+fPi3kYUf3n8js9PQ0tRlzldke3WS2z3HEebKxiXHOOJY4r8yYieDD73ue6/W6Tk5OEiJzLjtTOZ2JEhV4GU9RAXKcZTITZcufG4hwjKYd+UC6Cnkx2yLyRexHBDhR7v03v3dfoufChUkacdLZhfSn5xEL24tgLY6jTL+UKWD3hTcIuY4yj7+sfKHizvP8n7vhqz9T8mwu6V/8ojpvKnHQw+EwpVJNTU3p6Ogoxby4s84TFRUfJ4MTzTZsELzif5N1phL0e1l2dZa3hXNvby9tg+eEuj5Ovv+fnp6+tguz7HkXKjK6f1QcRPNsy8xNwc3zq7jw5eWlHjx4UAjz0EsxSiCyrtfrOjo6SotipqdpFt1sKk0/b8VI2pe5jHGr8OzsbEq7k65CPK6bBspt+PyLqMC9QMq5Z9iFyDfOK/vkeXDbboM8SOXjcfFMmYjg2u22Tk5OChtbjHJpvElP181FOSoneiUsfp/vkRf9Gb00GujIZ5YVhgPKwA/75HFEueZcRCPs4l2npCVpQeMfDRXrd185v+43F5c5DssQjRZztnniJ89BsWzF/t5UXpst72Qq/u24oM+mJoP6b4dLInqIypbMSGVkYbShIEKKioPIY3FxUW+//bbu3LmTJnJ7ezudMrixsZHOlOb7UtHS+0aQWL8RT1SyZYojMqAX1uzakRGJsj1eh4OMXBmvdsjJC5NG4j78qN1uJ8Vvb4Pjcz84H/RqrKSckx+zYEgzI3HX72u/qAzJJ1Yibt98wrmm8FF4afBI35idQLqyLo/bYaxoZBn6iErK8XWPp9vtFtZUPO/05JwjbyVh+jF7haGySF/ykd/j/xE5sz7Sn+s4LjctuvKzuCBnWkXdwDAHaUylx/Ua98kKvax+100EH3k3hngisPCcMwwYPXhmvJAW9HbK9E4sr4XitqJhzM2FjEFkzNgbJyBOfCycDE+yhS7Gr92mJ8ho05kZ/X5f09PT6na7Ojk5Sedzb29v6/Hjx9rf308TEpF+VCjc5EABodI345hRm81mwZWLyD7P88IhUnT7Teu4mu3/WR9PpvN3ExMTWlhY0J/8k39Sh4eHqc/ORuH7/Jt5y5OTk0kBcDNClmWFDVLRQLkvfs/fEcGQtvFdGhcvUnquGZN339ke64rP0MPhgjMVOmkf6XSTcuIY3Gfv3PXnPCSJdGF/qXj8WVmclXNs402wRB51BgiNj3SlpG5ayPPYPE/T09OFRdDYd/6Ybr4b1fPDuWC7ZRvZ4jqWZSrLMs3Ozl5bOKTBdliVc+1S5sVxjcDrUOy3/+etUH9kELcnOro+0aJbGfEMD6IcM5QRYZlVvYmJ2Ua06H6OyO38/Fw//OEPdXBwkG6il8b3KTpX9fnz54UJcb2MA9oIMY4Z+8XihR6HBSIq8TOun4sqRgNMRzLSMU0Y5nFfaFiq1Wpy+T755JPUps8Y8Zxxu7WVP91LzyHnxm0z5ME54Lj827TkIjOPRIiussMtRDsxXkr+i/2IqIjjdLFAmj/tKbhEL4rz7T7x+ampqaQkv/a1r2l5eblQh48LoBIhP8V23McyY+Tvp6enr8VgiaxnZmZS227PAMgl8u5NhQaYhUbMbdsgOHuLfea8uD/WAw6R+Tmi8tFopJmZGXU6nZSBIl3JKRcN/R0NFWlTZvRJB9LQYaYyhf0q2r02iptuJN3dspCAP2PqGS2xhYXuCBU2J9/fU7mxfVpZ6Uppnp+fp/OlrQTPz89TOuDe3p62t7eT9SbaYzvRrSQjuEQETEYmo5KGXNCi5xA3a0hjxnKeKy9oNWPFiyHonQyHw4ScB4PxyYOsn4bD80kUx7m1YCwvLxfSxvysUZ/jn51Op6AQHVuMaxR0nWM81+P3uLiFn4qMNK5Wq0kZOJREgSP6dXtEWZHvyaP07mxwsuzqVqE8H980v7W1dU3Q2d+oQLg7cGJiouDtkE7sz/7+fmHOIz3u379f4GEajcizBAWR5j5Mjfnycf78LmnEzCmvfdEAkAZuj5kwEYnba+ZGPnoTzEKKBoXeKN+LoIqGkmCCdDa9XqW4sy9rEf8wS7PZzJeXl9Mxq5IKwuffFBAymonnGBZdroiiOPn+LKIfM7oXRr3B5+jo6NrZFjz2k27xxMSEVlZW9DM/8zOFTSuOtRG1utAgxUJUKpUjOioxCgiNgOnhmKjRhRcG48INY3LcGOFxNptNHR8fpzv9qKhc38rKira3t6/1xZcicFx+l/FT9oMMTfeSqLpMOVix0ABQoTNUk+d5WgwsU86RRux/5CePw3NltG9lRZ6LwhqRmj9j5gxpGpUwlRZdf9LKfSZP+7OYFhrfk8ZGamlpSc+fP0/yZQNq5eY6uDAYvVp/5nkxnW8KQ7gvNCjRs451u74y+bKxNR8QPfN/8yHHSn6kbiHNKLdleun8/DxdEOIdpx9++KH6/X7pLpzX4ljXPM/TjTRWas+fPy8sUk1MTKjT6aRT4Kyg/DyRL+O2ExMThYN8yoTBhPTf7lOtVlO73U5uK91yMyKzKIjMfOj/wcFBOpyqWq3qxYsXunXrVnJDzUhc8Iq0oTIg47L/3kzifnQ6HTWbzXRLDpmkjCF9cqLbtFJkH9rtdlqkzPNc+/v7aXu6lRCzCaanp7W/v6+tra0CbW0UGQaj8vEYLPQ0BhyLc2v9nktULlR0NFxRwZMm3nDDdmkgqbRNIy7mcR6jEaUCJIK1UuB3VDZl8VvOD2lMXnJ4zO2b3lGZRB5hHSz+zEru2bNnBW/K4b94AQnr4jZ58jMNSxwLnyWfUWHH+Yj8EUNtroP7A8oMn+nDVN+40BkNAnPKacDZH2kcMvT9ADboDrXeVF4bxW0B9eW7w+FQ3W63sLjm7eYkkDMRpOJhMYuLi0lhequ6Qxy0kGYCp2IZZVhx8AorT9ydO3f0/PlzSSoYC/9tY7G+vq79/X2tra2pUqno8PBQExMTunt3vLmUQlSGBBieicjCdHM9TGPL8zxtTorMzTbNrGT86J6S0S8vL7W4uKhf+qVf0ieffKJut1tQZLOzs9rc3Ez0Ojo6SuEPojYrbcax6VK7P61WK50pQ0G10DEt0X03vajk45Z6GgymVTLMRnRMOrsOe0+Xl5cpr5ptOgZ8cHAgSQlFUYHY4HqeqExjmMFGjOAjGryoxOgZ0WBYaRpV9/v99J3nPMuyJFc0LJ4H83mknf/3+gU9QPKAZclyZ4XFeYzghIDDSJehRfMZlaxpzXYbjUY6cyj2jXxyk0GIyJ39LQMQNMR+jsqf6zHetcqTNsvKa6G4jeaksfXZ2dlJDOZBW9ijSyeV53fu7u6mw+RNCAuc/2ZMnKjME+8YNg+uMdKM6M1ok8jLxmhra0uj0fgs5YWFhcJz7ofHEd2/mK8dXcSImnzw0nB4ddlxVDykGz8no5lxIlPyzGvfI2nj6Zgo3cWIJIlKPR7Xw7FKStdp+TMiX/IOx0OXnPzDHNroXVHhUFC5kGWl5vHFyxeo+CRpbm5OzWZT3W43Caf7RPRoOsd+uR3yKRdBo+cQlZzHQ6PGsJfbYtyWfOZCYxI9icgf7o+/YwokQy4RSFg+WW8MP9D48js+77HaO3ZY0iEIzynj2zcpR/Kv+8jPotHkb5eykIzn0kbGes67mCM4uam8FopbGqeRnZyc6Pj4WJeXl+r3+4mhiALJLGXFjD4cDhPik67SlvwdlRMVeJnrxYtx/X9EOHFFX7qyzsfHx5qamkpjOD4+1snJiebm5iRdZSUQCRkZRrfRSptIgwjcPxENWAlEl40KJwoslZKZ9+DgQH/v7/29QozVbrERE+vgSrzrotGpVqspzk6FROGNbjzpEc9k8VglpbtDb1I4RJfS9bsDyxCf22I7RIMGAT50jMopz/OEsGP4jmMj/9lIcG7MH8xnL0N95Bm66FSanOMIBjh+v2cjSyNAFO933T8aDIYn2DYVfuR3ZonZszRCl3RtnSCO255oVLJxez4BEee1LCYdFTfraLVaSXd5/kwDzpvHxhCl909wMf+m8loo7tFolGLavqnGA67X65qdnU2DigiTSqdarWpycjKht9FolAgTkUpEItLV6m4ZM1IBUnCjZYzurU+ZYwz+0aNHun//vmZnZwvvcPed6yBT+dmIFFnizdcRERIVclw3oSw/xyySg4MDTUxMaG5uLl2XZvqX0Yj1xzZvWkj29xYm6eo6LAq7DaaVgRdJPZ+e27goxnp9AbG/twtfhsxvoj8Nj8Mn8Rn/bZ6MMVIKufvvz8v673mKirlMCcXfviiaBj2CFu4UdN+pKD3Hd+7c0cbGRikyp6cUQQLXdiqVijqdjkaj8QYwygLDS57TdrutwWCQ1jm4US3yP8dN2rBE/iwzomXgieMajUaFUCx5w22bbqPRSL1eT0dHR4nGvPOWm3jKymuRDjgajdJNMtHdMOJgPMqKiEJkBMjJJvGj1Y/MF5+Jil4qCpfDLjzciUI2GAwKJ8pNTk5qMBifRTw5OXkNnY9Go5RhQfQTn4vKIn4X+82jX42AiXDKwg6kcXzG4QaHY4bDYeHsZtdjZo4LnJwD/l+mJPmZvSIW/+/YMdtzv90Pzw8RtftkY8ewFTd4kSZRGUaDynBQtTreWOLF8mq1WvBKiPzdV8+XBTeGYOK8R4NpNOq+MYRhOtu4xHpiv1iofEinSqVS2Kofn/e8RN6QimfTZNk4vtvv9wsXlpA/KAu7u7splMZwUfQcDf7cZkw5HI1GaQOWx0Mj/CrjTS8h0oQAI/JWs9lMhmpiYiKtR3kT4snJiU5OTvSq8logbgowCWLm6/V619zoMtduNBqlrfF0c/zb7pavbHLbbovPEuVaIMhk/m0U6MVJImuOxfnc3l05OztbMARRWOyG3kQvlriwWbYgaPqw8PM8z6+lf5EWpJEV04sXLwp0cp8ZxpGU4nc+Mc8XItvIedPDaDROLzTTEh25H41GI4VWrJCNHqngmJpFPikbU4wT+x0qnDhP5D/yWafTKdDQF9+6MAzguSRiy/OrIw3cRkyDpZIhP9hTNACIyDeGGqMSdR+i92PZi5lP/v/g4KBAn2jQSH/PeayLhn80Gm+GOT09LfA1ka7rs6GOxov6wp56pVJJvMN4cjy0i7Ty77LFSvY39iuO3fPljVLu8+zsbOpXPGIgAhWW10Zxz8zMSBq7C3HhIA4kunVRMUW04c+sNJzCxkKjYVQaJ8CWlJNpoWNM3vW5X3a779y5o0ajoZmZmbSBw/VEj4I/ZBb3wQxNgY90oCvn8Tr+GsfvYu+B+dX0XMjg0lW8MiJT080I18e8GhXneZ5CUTMzM6k9ngvtsfB/ZyswL5qZPy6MHWZZplarlRSB2/X4WOiJRcNBmvJZz5ERNZ/f2NgoxFNJv0ajkY5IcFs0fFTy0dV3uckYc3E2GhiGLmwUmHsd5c2K1p8z19ohDZ5iWalUEv0Zbog0ZMiEyPn09DQZuwigXH/McImGhvSwgXebTEAgjakzaKDp9VDnkA40HKxPGu96PTs7K2QVuW/WA9VqNV1YzvpuKq+F4p6YmNDXvvY15XmuJ0+eJOZvtVrp5DweK0rFwRV36fpKOhW8XTEiiBjz5YozFXdUpJ4gZ6lIxVPVjPh8kPr+/r7efvttTU5OqtFoJMajay2NhYQZLtH1M9NxUc35okQvLu4vY71R8bjvcT2ADC9dV1p8tlarXcsFl65CK6SJ++U+vXjxIvU3GiE/6+/cBwu7DXHMOGE/7I5Wq9VkQNh/FqeGsi/kq6j8TBcbfKZfutx0aNbl5aV2dnYKz1K58R3SIyJtz783DZG3eM9oRJTVarWQchnRNhdAmVm1uLiora0t5fnVdYE2qA6fkUcts06fLJtTj8uyzFRYP2/jwMU9zmH0RAxqqHD9WfQ+4mK+/2ZmkeuOXo+/4yYuzpWPgaB3Ze//5OQkhWrskVqnRVDB8loo7tFovCBxfHyczv0YDAbqdDq6ffu2Hj58mE4+44CcQnh8fJwmnExNBUuC+/0YDydju9ACc+I9IT4TRVIKk2TZOLa8srKi1dVVra+v6+zsTOfn5+mi1HhWRhTUmM7G7z0GoiUzNbdie2wRGUahYb1mVGfhUHG5RMVEjyQiQD/Hu/aIltkPKlP2MRpQzv/x8XFCff6OiNrzHL23qLCJ6jjvdJsXFhZ0fHyckKX51CGcer2eToO0UY9KgsbF8xzBQxnK5BxFGtv4c/HedGbMXyouwHMTlMfsPtk4um3TcDQaFfL/qTTpLVieyHfxIDV6thxnTJF139hunMOy0KLri7SLcmBa2egQOMR6+U70ciP/2xDx8gj2fW5uLskFs2fiTfNl5bVYnJTGl7ienJwUbgB3lkmlUlG73Va9Xlej0UhIa3l5Wbdu3SosLkjX45EuPgnNaJZWOCJqqbhIx5xRo8csG29S6PV6aYGOEzkcDnV6eqrz83PduXMnxbIikmIM0300ozPe6pJlV/dKmiEYSqAbGNFZZPYY5rAhiHE7P8tFF9LIdJeulBENSCxlKJNzQXqQ3ixGijQ4MY2KSkBSIV84CoYFlzSlh3JwcFD6vkNl3ATlvlMx+lka5wgYrGj4ffQiGIaj287FfStSAhW24Xk02HDforfJdv3c/v5+6oe/Z9jDvO/vKFOeD54qyIVnyiR3I/u3j6AwT7DQCLA912tjGuvMsiyFL1kP643j4Phv375dMFKeQ+axxzIajbSzs5P+N68xClD2Xmr7xm/+GyzD4fgCAqMZ3tzdbDZ1+/ZtSVdbd53/aBfEzMCV6BgOMCNEwYvK3QxPobXycJiDioBuTbTG+/v7evDggS4vL7W3t6cf//jH2t3dLSgzegSSCn1kDN0ur8crKS3IUTkxZGF3zL9jIar090tLS4VnSEemnNE4mGakSVlOe5wTFwoQldPs7GxKjaK3FQWU3kKsIxb2K6ZcEeVznYW54lQ0VkBGSUSUknR2dlbINKDw0yhGA0JD6Tm/ySOxsqQRiIuZWZYl0BM9u5h7z2N949xxLKw7IvYyuWIoi8Appr+W0YRgInoQLFH2/S7HEWXU/VxeXk5n2Pt7vl8GDD2uqampgjFlyOeLimndbDYLh7V90buvRahEUkorY2jg8vJSZ2dnajab6ccxriwbp3G1Wq2UXtdut9XtdlM9XJiRVJh0CpD/l4qHN3kiXPdoNEqnAkZmpbCxfk/g3t6eZmZmtLe3p/n5eS0uLqbvqHSIVp0tYVp4LESGcXGEuyWp7BiLZ79jFogzBEgThyLcN6dX+dKDiMioaNxHzoO3NxMNOVZNheEjDiLidF+JTGKI4Sbh4TwvLi5qb2+vwBfuZ9mhUnRhGTfle4wFW0GR12IqWlQmN50vzTmhoYznkFApM05cFntnXwhS6OGVueukMxU0+ZjyQeNe5uVZdmIIKabUcS74N3mBfEDD4nbLwkx5nuvzzz9P/Wd4w89wjqIH+umnnxb6RTBmeaV3Fo2JwdX8/LwmJiZSmuOrFii/EHFnWXY3y7K/m2XZT7Ms+0mWZf/yy8/nsyz721mWffby99zLz7Msy/7tLMseZFn2oyzLvvdFbUhX5z8QxZ2fn+vZs2caDoe6d++elpeXNTExoampqRQukcYpV6urq2q32ylvtsxFjEwWkY0Zt91ua35+XsvLy5qcnFSr1UoE5+o6rbbRQ8z2sMAYha6trRW+cz1ZlqXzvN0nZ0FQmVO5uz9EMB4b+8DzXVyf23U6HRF/ZFKHbOLZDlxwJBql62samzGJxqlQLCj0YNhXt0+kTQRHAeVcm5ZRcGu1mnZ3d68ZLtOEoQb3iwognppXFnLiXPhzPs/QE8NerC+GyGKxN8biNtl/hjCMyuOCdZZlyYuLsW8i2fi978uMRih6vr5EI4a9olfhNjm/BCIESLHExUTK/PT0dIHXSavoWfq0wPgc6c7MGbbH/t+E1F0Ijmq1mubn57W6uqqVlZUbxyh9uVDJQNL/PM/zb0j6BUn/YpZl35D0lyX9Zp7n70r6zZf/S9KflfTuy59flfRXvqgBohHGsCqVSjrbutfr6cWLF9re3tb+/n76fm9vT/v7++nW8YjwaAiIJGjprYDsTjYaDa2urmp6ejqd/eGshFarlUIP0XVttVpJMVEpNhoNLSwsaGVlRYuLi1paWioYEEkpHm6mpmGi9U4TV7nafOJimkRX14Lr/hLp2uDQkLhNP8N2Hc/l3XlRYN0PbjyRlFK8HEKgAnaJ8XEKIhEUacB6LExl7rLfp9tOBRpj6USznOsojDQefp6oj5ug/D09JSoX18n5dnvRk2LIzHPM8cbxM6zmeC77UFZME9IlGimHN6MSNM3Jd+x/7J8Ls0Wih+LfNMruB5+J46nX6/re975XmKcI5qgvbBDJH26HcuZzxF2f9VikBdeuTFfSkjJuJX7TnEj6g5/HnWXZ35D077z8+aU8zzeyLFuT9J/nef61LMv+vZd//0cvn//Ez91UZ7Vazb04wJgbF6gsCGY+X9LLvG8zpZUL45RExiaYf0clMxgMUsaKzyVpt9u6c+dO2rFlo8Lww9zcnCYnJ3VycqLp6Wm1Wi3Nz8+r3W5ramoqxbFoXJwNQuXgCXYfeUiO6XF5eVlYaIlMTSPlQgXrVXTToAwhRsYhPalUowKle8j+RcZ2RgbdUtcfx0Rh5djcR44ljsO0nJyc1HB4tevTdCDdrIiszNrtto6OjgqI2F5IbJ/8xXRNbt/mQf2RVvQYyuaiWq0mJR15OoYvqDB4IBY9IRpqfkc6xs9dd0yfIwKPhshj4RES5JU8zwuyH405ZZ/ej/tB5b60tKSNjY1SpTc5OZmO1HB/a7Wavv3tb+sHP/hBkgnyGeci0qyMVhwTwSJPD+UCsD0Vh4BNp4uLC/34xz9Wr9cr1d5/oBh3lmX3Jf2MpL8vaQXKeFPSysu/b0t6hteev/zsRsX9su5CelhUQCTEcDhMGza428gpRhGhmEiSrjGhC9uwy2gD0Ww2NT8/r93dXZ2fn+vtt9/W9PS0Hj58qP39/bS13WmJ09PT+uCDD7SwsJDcyFarpePj49SemXE4HKbNIR4bBVNS2mnod8rCGVbmRHtsx/QoU9AUzrJT02hQ2LbzbSuVSmGnmxVTVNj+35uA4lyYuYlIKQieYyLlOL4sy5Kiiu69N17xh3Qivd22c8RNuzJ3l0aWiszfcR2D8xtdbYZh/C6zmWzoiHad8hfdetOIKNzyYCNAmeNcOBsmPudnmKZKuYrGqtPp6ODgII2N35N3Oc44H9QBEaUzdu6yt7d3zfC7OAvJvGK+/PTTT6/xEo0Q/6aS9h6TyBcGf+QLfs92fBiZx0O5KDMSaY5u/CaULMs6kv7vkv6neZ4fBcHOsyz7A0H3LMt+VeNQShJInmtBYllYufBBC893uCvPQhF30ZUhm+FwqEajoampKTUaDe3s7GhiYkKrq6sppv7ixQsdHx/r+fPnevPNN/XWW2+p0Wjo+fPnKS/26OhI77//vm7dupUQxmAwKJw9wMmnIuZW8BjfepVBIuIocx1nZ2dTqlhEL2YgI5cY/3PoyueZj0ajAtK3Ytrb20vvuH3PAwXQBoYKyvMUF9EiooxK1+NjO6PRKG1wcn+oxKKLTWVmZUVX2ijXz8T+EDjc5OWwftPGfWF+NPviNkwnKpCoVGxULB/RG/F8RVAQjYnrGI1GiRfdHvmCRyNQD3jOPb7Dw8MCPaMCJx/2er0CT5F+HkOZsTAPcOxe2LPsM2zFufD7VuhxA030IAgQJaUD1uIiL9MYqWuM8F28JuZ0YgMGL9K/KrPkSynuLMtqGivt/zDP8//Hy4+3sixby69CJdsvP1+XdBev33n5WaHkef5rkn5NkiYmJvJIWDIgheEmZkG9qtfrSUG4PiKiMpeu0WhoeXlZb7/9ttbX1zU/P69ms6lOp6MnT56k8Is0zucdDod6//33NTc3l6ymLadvn6a1jWNw+zQszOMkUowKw8xfrVaTMjUj0hVnO36nrB8WpDIL3+/3C5k8pKOviqOHxL76ubLjR6moLFhEXUQvRFfkjSiA9MjYnsNg7ktUkq7H87SysqLd3V01m02trq7qyZMnBaVH+lEQjXy5hhDRud+j0vQ4XajoIirnYqqNvj0VekLOivFnDG04PEXPxSDD9Vup+AIItzcxMZH2Ivh/1h1DCzTYVPY0pjR+9iBokNw2FWBE4vTI3H8qVSpv8qr5lwCjDFRQz5QZSC76el5o8FzHxcVFOpfEYV4f20AQ8iq0LX25rJJM0l+V9FGe5/97fPUbkn7l5d+/Iulv4PN/PhuXX5B0mL8ivu1J5t+cHCqKiCSoEOmSO8dbutrAYaUmFd1CM+DU1JQmJyd1fHysXq+nTqeTjpM9Pz/X4eFhii9WKuNdkx9++KH29vbUarVSDPvOnTtaXFwsjCW69iwx5YfKlH21W0xGaLfbBcY0Y1gQXY6PjwvKiTSnMSBN6fWwH16skq52ijLN6/bt29eUFXODmevsMNRoNM7XX1xcLCjCLBsv+PJcF5+vTTRDzyGi9Tgmuv7+PK4p+Lq38/NzPX78uIDWLOg0OLVaTdPT04k+kW/9mwaILr53XXreKQMcC+O5RtFW/jRwrIcKx4qSi26R78hnlUol3VLkwmwaegymoXmDpzCSBi6UXb9PJUkg4XFGPRGBHcM5pHkMm5AvYkiNfO92yVO+to+Kndk5nAPyjJ87Pj5Wt9tVr9dTr9dLe1cM4C4uLq6lxZaVL1yczLLsFyX9fyX9WJJH/7/SOM791yXdk/RE0l/I83z/paL/dyT9E5JOJf0LeZ7/4FVtVKvVvNPpSCoex0rmZ14nY0BRMKQrFN5qtRJi6Pf7hYUa1ukUQNY3Ozuru3fv6uDgQOfn5zo6OkqWdHp6OuUiO2nf7tb3vvc9vfHGG6mfERm4XaKGiFL8rC/T5XMeu+PLZEgiklgYmzadiULcr4ho/YzbbjQahQVkKk57G6YVBWNiYkKNRkPdbvdaG1RiL/khocJ33nlH/X5fz549u9bX6DLb2zJaLEP/FHi3475zobJMcOiqR6/P/DgYDDQ5Oalms6nDw8OC8uO8EKWZFoPB4NoZ5wxjWMGRT2mQ2D/XS0NvmeCl3CxlxsbvUkGRJ8o8Cj7jv63kOXZ6BFzAdaFxNP2odGkM2W4M90X0GsNm8XuGe9gHyiz7UJYEQZBkvjo/P9fe3l5a1/Jmu3q9rl6vV0h2yLJM+/v7ury8LCXwa3HLe7VazaemppJQxcmRrqeDRaVDgbS1N9KzK8K6PMHNZjMpXwu8lfnCwoIWFxfVbDa1vr6uwWCgg4MDzc7O6t69ezo4OFC1Oj4RzoZhbW1N7777bkoBI1N4PL5OiYUTzfHT5XSJCrjMVfU7nU5HvV6vsAhlpuU9f3yHDBqNqPvFfvjeQvaZKCa696PRePPL5eWlDg8PU710M1m359bI3CEp8kur1SrcWUj3m6EYxleNqCJC8jj8HelPtzkKc5Zd5aNbydZqtXQssdvz4iznnG1yPjxvPAbhJgMdjYPRs+seDocpvdVhNo6pUqkUFsojyue6QZxjtx3XoSJYiUqRxe9HbzDyt7+PvEE+ZbgjInjSx3Nv3nNGkXSF4P0c1xqiTNB4cDwxJORLSIzcfdbOcDjU/v5+SrXNskxHR0c3Ku7XZuekVNyCHRk6oggr57gpgyglXvkULWalMj4DxXFc6Yo5HG6ZnJzU1NSUTk9P023WGxsbGg6Hun//vjqdTmJ4G4LotnJ87oeZgb85VqLrMgPFnX2sg0izXq+nRVELRK1WSxkuZce7xoUW0qTM5eX/brtM+Dwmez3Hx8fXtjs7vhnTP9m3d955R59++mnhSiojbS5MR6VoOpLGkSfoZTAkQp4sq7esHceCrSRt4DnP7r9p5rCTeTL2jwu3g8Eg0SkqGNLbc2glZ5nwOzGTy4rE80rFGT3dqMDo9UrFa+X8O3pa0QuJCJjrFQRrUjEDit6F/zdN3UeuKRDo+X/zJhfqK5Wri4w5d2V7AWJ9lAXLo3dDmx+8/8TnLZG2ryqvxVklRicmbpmyNdF4d2RE2q7LzzPlR1JCO/5uamoqbZph7JEHSHFxptFoJGY5PT3VZ599psePH6cYpxc0z8/Ptb6+ntLParWa7FFIV5tmLLT+uwx1c0wcZ4yF+jMicAupv7dwnp2dpV1sROZTU1OFeF1s34Wn3rkd7ogjgmUdFkAuQFHYrLRnZmYKKM9zPBgM9NFHHxWUtufy5OQkzY23/VtwGK7xZ8w84Bywj2W0J9qOqNHvlaVN+tJpozrX5XkhrYzG6akwvGZD4L74M/I4x0O0+SqEz2LjwLCS62Rf4//xfR5iRTrz/Uhn84qTDDzHNHIEceYj9oVhji+igftKvqGh4BpLnufpBhvSmP97HaasrVqtlg7Kcyadj7G251+mA2J5bRC3CROPmpSKA6lWq2ngPr+2TMmZCfI8T0fCOrUry8a5vvv7++r1egWUaqEzGvdCgVFuu93W4eFhWhF2Ks/P/uzPamZmRo8fP9aLFy+Scrp//74mJiZSuxR8MjBjmVJxFbzMBS4bt5GC3TLnk/I9K9yICOIB7vRg3I7rXlhY0N7eXkG4+TzRZJkSd5tx16fn4fT0tLCxyf0pEz5/HkMY3qnmZ4hGjTQ9H1zUGo3Gi76Tk5Pa2dm5Vjf7GvtNlBvT7Fw350u6iu06TEeUTP4g//s9ygmVIxcMI71orCJPMbTBz00n3tzCNMbYx4ii6anRUDBcVTanfI6KkR6gPyevRw8xeljRM49yYvoaFe/v7xfGFbPV/Hc0zO4Xx+Hz+f2dd4lbvzhTK2aAxfJaKG66ghR6qSh0eT6+DMG7jeiGS8UTyDhxk5OTmp6eVr/fT4uN0vVT4Ii2V1dXtbS0lNLrut1u6q/bnZ6e1v7+vnZ2dvR3/+7fTcI6OTmpP/bH/ljaJem2jEr7/X7KhWWcOaIfji3SgQbKheiyLIYYjQIZmoxr1BhjgqbRxsZGAWW4f7FQ4UUGNvogenWhR+LniSi5XhFpFYXJSNsHg1ER+7eFhYiQB4lxIYs0M52joiY9ysJlMbQVx0CgQj6Pxjzyg9+5vLxMpyrGiwuikWFxHJ2ekN8ZDodJmTHTJPJgLGVeF1MR+X4EbGWGLoY//N1NaJoZUOQn1+X/ifalMQ8yLZFzwhCTP4vGxWMxKCD/u652u63FxUXleZ4OVPPF4l9UXgvFbaVNC1ytVlPYgQiEqNwCT1RKhnLp9Xq6c+eOsixL253LEJ23pI9Go3Ty3dTUlGq1mk5PT9Ni2uTkpBYWFjQ5Oalut5u2x/f7fTWbzaS8p6enCy6vx9ZsNtOEWghivmlkwDJ3nXF+KpFWq5X6L10pOxYyY1QuVECRRqatFS5DW2ULd36esco4P5w/vheRDAUr3rjjelZWVpRlWboOLM/zwpbvWq1WWIAiYHC7Xkz0+Dgmos143yEF14UC7XF4vmwwHEbhBhAiwzLPhXFbzomVrlE8FaRpG70Ehgdcl2ndaDQSioxo+iZkXKbI/aznjEYoxomjkYn0ZAiUoSQaV5cyJch+l3m1nG9+x7FFzz4ibxunyJ8s9XpdS0tLSUd453Wka1l5LRS3VLSUjj9LSvcUkrBWfrZQnkQuVBJB9ft9PX36VLdu3SowKSev3W4ry662Sx8fH2txcVHV6viksPfee09nZ2dqt9sppr25ualOp6PFxUV1u101m82UKri4uJjq88TydDRvD4+oiYIehTWigri46LpOTk4KLqXboWBQOccc2ciQVgQOk3S73YIRka5cdRopF86fFTAROwWDsfMypEN3lWM2WmTOur0a94EKK6I5ts+2rWjNN6aD0WcMVTgnmxcec25j2IShKz/vIxIODw9TH4jkTYsYOyaC5JjLQiLRU3OhETPQ8TMRhJRlabDOuE7i3zQ6ZSENGsBoxGlouaDLEo27xxWBhmkYt/hHgOQSZcQ0Jj+ZR26iS3zf4GthYUGj0Ui7u7vX2i0rr5XitjBPTU2la6Da7XbaDhpTiuxqMD+S9ZEhfRGnEU5ULv1+XzMzM3rjjTcKuca9Xi8tKDgGdXR0lNp68803tbKyom63q06no4mJCbVardLrnbJsfNPGu+++qx/84AfXrDLdsqi8+ZwZn+ltRKte0KHg0T1n7NffxXizPzcj+1wG3lguXYVYPC8xtONxR6Yn+jMC9Wfcsm4mjrFiImaj4tFolNYkiHrovZF+ZZ4Ihcz9tAeY53kKbVG5kefch1iogD0O98eG0d/7eGIbyLKwFOeOCDaGDiNqjEomehNu3waQbbpOfs4MjFg4VvJCNJA2XjQ0rjd6a6S5vSd6G1S8EQyRl1z4vOeZQCP+pp4yL3Eu3C7HaDp5/DSwlp9araaFhYX0nnXaTeW1yeP27Q92z6anp7W6uipJKRa8t7enbrebmHxpaUlvvPGGNjY29Pz58yT0Z2dnKWfVTEl328TmBPhdb3rxRgrfwrK4uKjV1VUdHBwkq3h8fKxvfOMbWllZKewYoxBRaRt1OyWIp9SRKcomvMy949zxHW9m4lVWklL7ZZcTuP0YO3Q7jUYj5fcy44OMSFfffTSqocDSDaVwgh+uoUn2133wTlY+5/divLZSqaTsFz9D2nBcpkHMqvDYaGgiworKg2Ny3+ktEDm7+KIKHpVaRr+IWN0O47lUdtG4EvVxgZaoOhrjWCIPlhnryIOR7mXtxFBEWYk84bm+CaVHvpaun09CGpNG/NzfcT8G5YjGkAaHOiGCUPK0s01+7/d+TycnJ693HjeJ1+/303X2dmV2d3cTAmk0Ginj49GjRzo4OCigFYYnoitDBo1M7y2nnhgfrJRlmTY3N/V7v/d7aWF0YmJC7733XiF32MVogQjaytrpUVEA6cZRsVHxWaFF9zIiFV9YK11HOFHhmya+XcjPxJg0USQZ2++z366DiI7M6hxkf0YDURa/JKLxd1Z2nm8qq1qtptu3b+vx48c3GkKGp9hvIkAKKbMoSEMarqioKOxcwOT7TFtz3TYwrt91uX9RCZUtase87Yi8OS/mX3pBEUhE9BnnhbwVQ16kRZlyp9GlwfZlBuSfsveMlHmD1qtKBAmct8jb7LuL26e8UI9EWfYzBHSsy7S0rrNnH+eV5bVR3BFNnp+f69GjRwnReKKsnO36bm1tpffNrFmWpS3WjMs5TU66CgNwksx0VqxmJN6G4fqr1aqWl5e1uLiY8i/L3EUbCi+yejx0Mf15zDAwI1GBExmWKVijODK8++sxSVdnehONuh0KVtzcQQalN8H5iXSkYatUKoVD/J0BwcU0js1zat7gPBihcBxZNl4Ae/78eeozT5YzrRn/LONDKnNJunXrlrrdbvI6/Ey84sphGvbV9KeCpBIj/fx3RIJRCTrn2P2IY+DJfpwXv8+64xkfriMaeR8nYNrQuHodwP/zUKnY/ziWqEhd3n//fe3v72tra6uQ9x9pwnkoMyzuj/+n8SMSdn9YdwQP/JsKO3oylimPL4aY/BzpQJ6cnp6+9jzLa6O4o3vjlX8eOmQi9no9dbvdQiqWNGYe7hScm5tLYYPz8/N0qp+teWQsI5MYSrHS8YFIo9FId+/e1draWupfXN2P7qbrIZKJFphKnILtvvHEQ7fFYkay0JQx52AwSFknEeWa/hQsKj0KTRQQbsU2PTlGKjiHs1y/n4+KgUJtZUVeoFGiwYjxb+nKC7LxMx2jcuSORY6HN7zHlDSGLMryb8kbXEC/KZxB2pt+VG40+hy3+cRb6t12/J5tkO+p0Bh+iF4I342GmvdykgdiOIlzFb0e0+Lzzz/XaHS11TzuxIzAgTSL2SR8xmMib/l39JZiHf5N76TM8HmnZeTjsnGSJv677CwZltdCccfO0410mZycTOdCOw5E5jcxGVaYnZ3V2tpaWlB6/PixZmZm0v87OztaWlrScDjUzs7OtbQwLzQuLS0Vrii6c+eO3nzzzXR/HRlcKl9IZL0uVKzRhSVDT09Pp3BAWeiDCpKfEclRAVtp0iV2oSBGNOIQB58tEyKiFtLS/fGxoG4/np3heqIbyUwPth+/Ny8Y3fMCi4jGjOjpWUT01G6307oJhZxzxpTMGApgXUTcRNlRBmKGSFkhzf2zuLiYZISGnxuObGDivPNoU/bJ70aPkKic/TdwcAjDvMY2DZ58zg1l33WVLfJy3C6cgzK6NBoNnZycXAMoNOrmBdOchiy2GeWYfBf5nSE48yllisafOffxLKNYXgvFLematZeurJMZnot5LpyIWDY3NwtnY8/Nzanf72tpaUmbm5taWFjQwsKCHjx4kLaz21LW63UtLCzo7t276SYP3xs5Ozt7TenR4tLS0rpSIXKRjC5mZD7p6vhU1036MLTB71yH/499ii59mVvvNq2wiRzdPoWkbF7i91QK/IyKl54F6edno9Lw/xHJZFlWOHjKqJ6bcZyaSWXr9o00edqgdD3GT5Tu710f49pxTsoWMU3/yD9UMjH+TcDiq7n8PXmN9CQA8OfD4XgPgPcWEDG7Hf+mYqLnY36hN0Ewxf+5W9SKkrzKQs8jhlpIO4fcIo/S0Mb36KFFBV2GwjlHfIb/+3tmvvB9tkv5K+tHWXltFLdUbtWs8HwhqVR07yi4REt5nqvX62lra0vPnz9Pp9A1m00tLy/r29/+tqampnR+fp62sfd6Pa2vr2s0GunevXt67733ksF46623Ug52pVJJCNy5wkYQlUolWUsKiftHFyhuyY4CzjADFRWZhUrM/8/OzqZUIiJSMo2ZnPSmy0qBZNYBwwcRHVqpcB1hamoqIV63wVAD67opxzr2l2ECChUZ3nd/RgVgJOo2nQsfDYAP8TLvuU2GhEyjqNiiwXb/qURodO1dMV2RQIb10+NxXa1WKx3/EL0LGmAqrugJmG6+hs/fc30oGt2Y4kZDwLmI9HGhd0naVioVffe739WHH354TRHHEj2VMgDhM4M4dipuboxioTx557THaE8hyqv7ED1Ayu1N31OBlwFRltdCcTMuKamgkD2xXmmPyocCQXRjN9kIzs84e4KXLayurur27duSpP39/XTAv6SCyzcajbSxsaGnT5/qW9/6VkKtRoeeSIYFYtiBQmJrzEmKKJkCRoYzXUgLj39/f7/AmHT9okBFBOKTEOPCKY0jc7ddLFzxREZmuPidmKPN8ZFG/tz0L0NyztbhWB3jpAdC74Z9J71ZaLwsTIxPczymPddMYoodjasVMIWW3ibXYbJsfADY0dFR4Qo6vkevgjSjB+DC+qnsohcQjTTnip8TacedpOY5GvKoMN0+j8PN8/E9kKaJvWEaKfMmC3WI6426hMqTfGAv26jebTvk6qORTde4+Y0ginSP4M1tErFzjmK/biqvheKenJzUW2+9lW6E8MFPJL4XKssOQ2Ic2crFuxcXFxd1dHSUtqDXajXt7OxoY2NDeZ5rZWVF3/zmN9PC48LCwrXFvcvLS+3t7enFixd68eKFvv71r6f240UHRCKM8VGhua+efBoAoknmKbs+TjaNlg1GjF26vTKUSwVppOw+EP1ToVLxl6Eb/6YH4Gf9d0RqERES3dH95ol+HocNBlGZ2+Zv08FKMypZScmzcaqpx9FoNFK6WeQ5K5AY0nB7kc4WWioRZgvRO/NZ8Tbu3m0b54HpmGyH/aHypofkPtp79OI+ZYreAWPzVO40PHfv3tX6+nrqW/TSWK/rI02Gw2FSzvRO8vwqB340GhXO9SAvsi1/R55iv/w3aU8aZVmm3d3dNJ9cZIy0ZvYI5dL/R/mNhZ7JFynu1+JY1+FwqLm5ubTZxRPmgfi3F4gkFfIcaeUkJaS9sLCgW7du6e7du/r2t7+tr3/962mr/OXlpU5OTvT48WNtbm4W0vV8Y47vWjw5OdGnn36qn/70p2lirUTMrA6hmMl8WHqZm+r/yZhmHo+XZzq4HRuvaKTMmDwulAxlZBPfI2P7iIHhcFg4zpYhFtZJ1MJ1iMi0HKukQtjHyDjWS7ryc6JtCmBUMja63Gjk+aEhdP1WfOxTnDPvlpSUbrhhPXafo6Gl8YvCboPDz2nszs7OdHJykgwGFbSfJdKjYjXNnBIbC7OxDBJ42mZEfg4lxHUEI1TTQZJ2dnYKdI98wL66rhgO8fh85g5DfjQisfC0PRbyE/vBMUZE7nZ+4Rd+QY1Go8APnIcy+nvu/R0BXdQd5hUidPJRWXktEPfFxUW6kJdIx0SRrgfsjWBJfCew2zVbX19POx797OTkZGLSjY0N7e3t6Sc/+Uk6TMqK++DgQM+ePdPq6qo+++wz9Xq9lK726NEj1et1ffDBB2lhK6JQo1cuDMXJKENHzDWn0FCJc+EqurJ+jyv7PK/D7/lvb2DxNv/JyUkdHR0VwiXuW4yJxxK9JEnJCyDi8bsxDOV6y5jWN/m4ftNqZmYmHQPrepnPb/rGLfAMHVEhcNXfysO3G3n8cVHNfbYSy7JxeMPn7HiubwpBxLEz/hnXFqLrzXmwwadC5g1HpAl5kL9pVMhX0bvicQuR9ywTb731lh4/flxI47RSY5jDddADIM3YD5e4oOfCkwc5j3y/LI4cx0hP4vvf/34h/58eH72qMjqRjpJK5SACFwO/V5XXQnFLY8Fst9sphEG3lMoqDjIS7969e2o2m9rc3CxkA1jpGQlLY+R0dnam09NT7ezsSLo6I/fp06fa2NjQzs6OOp2OOp2ORqPxoeo+r4TpSlH5knG4646KkJPIHOG5ubl0BrDrNuJxZg0XdCLD2bqbbo4DU+mZFnHxxzFpG7F4KYBjx1TQMYZKFEg063r5mZUdkQyLaXR8fJyULZUdFyx5H2alUkn5zF40pcL35bxUGvTmfF6HpIIRkq7OYybSisjZBoAhvbiO4/64H3HsRGF0t6kgmEbG3HTPFQvrZz0RvZYZTrZJhcqxUPEyLu3nozGlwSMtGFKgt8bwV1Tw7qNDYTFERhpHQMjfnkuOm+cO3URPn6UUPZJomLmGE40+wzVlRonlC0MlWZY1syz7fpZlv59l2U+yLPvfvvz8zSzL/n6WZQ+yLPuPsyyrv/y88fL/By+/v/9FbYxG4yyON998U2+++aYWFhZShkaZa2giMAthNBrf1P7GG29IkpaXl1OsbXt7O8UHjWKsBO2Gff755/r000+1sbGhn/zkJ3r+/Hn63hNjga5Wq6l/iZCBEWj1peuuOpmDjJtlWWEFmwYhhpCsfP0dQyLccegxRhTlM1bKBMYpiL7AlOdm0GVn+y/nv0CfiOS4wcYn6UWBiEjWYzPqJ7rxcbsOjUhKfbXHY+XGRScqXKL1LBsvYE9MTOhb3/pWIQTGNQsi36iwpXGYY2JiIhkIP7+6uppCKn7H+wFi6CPLMk1PT6eLrNlH08cImyEOemhfVBjqMG/QiJQh74j643qTvdaNjY1CeqvrijFc8oh/u//+4dn2DEHxeStt80s0hAZvBAzsGxW/24/Pci7ZvpE+5ZV7J+g90Rizj7Efsf8sXwZx9yX9cp7nvSzLapL+f1mW/b8k/c8k/Zt5nv96lmX/rqS/JOmvvPx9kOf5O1mW/UVJ/4akf/ZVDVSrVU1OTmpmZkatVkudTkfD4VB7e3vX4mqcXCpG1/Hs2TNtbm7q9u3bKRXtpz/9qaRxxsTExIQODg7U6/XSDcsXFxc6PT1Vo9HQ5uamqtVqUtBGcGYIM9Ds7GxqVyouAFowGWM12rRgRmGhZ+H2iMiZc80YXzQQZjinBDpkI+nablGfxWJllue55ubmtLe3d80drNVqaSHW/eQt9BwLjSkZOSo7v2u0xp1xRFYUDCot0scKMsY/4znS/G5ycjKhKS9+jkajtNnp+fPnBeGm50GkTOVEtEcU7/93dnYKi2EGEAyD0TPynYT0DPy/+8INMh7/q3beuR0qibL23QfTzmOLYQvOu3mdaw+SrhkevsMdxVRYlHWfWc6wo3lsNBoloBIRdJkX4+9YF2nB8AyNYQxF0WCTb/1unAOGvDhG0ujLli9U3Pm4V72X/9Ze/uSSflnS//Dl539N0v9GY8X951/+LUn/iaR/J8uyLI8zjeJjPL2inefjHGwqvtCnAiKo1WrpOFajQ8YqfU3Z1tZWYn5eP2QUyItdHRqhS+dFqfn5eS0vL98YR2Nd0VIT8fkzogPXaSXLBUIKFelAJjVjzszM6ODgINUZiw2Y6evfh4eHBbTDcJPDHG6PG0/4HV1mhgfct4jYOMccE+eYQsFYujMLuIBFJR1DRxT4k5OTgmBbOZydnalarWp/f/8a3/knIiXOP+P2nl8bdPeLdDD9iZLtkXC8nrfIl36eC2JRGd1UqIxjfywr5LF4gQWVHBUYjQANLsdKuhKAmaZcsI+pmOQNe2KUP3oClEGGLYlwacCI+N0/rov4M26i8zPkX3qyNj5u014BPVnqhS/ylr5UjDvLsqqk35X0jqT/o6TPJXXzPLdJeS7p9su/b0t69nIwgyzLDiUtSNoNdf6qpF+VlG619mEyOzs7aZEyMqhUPI/ZhGFM25fOvnjxQv1+X7dv31aWZelC2TILyUmUxuehGIW0223Nzs5qZWVFc3NzycU3WpCu34jOz17SohBO8GdWKv6caN31m4l5zrZjzxYkW3cLms95oNJyfJrCLl1PQyLT24BEAXb/XUe/30/PRg8glniOsvtgYWi32wlp1uv1Qp42dz7awB4eHhYWdIlEozAwJhwVEksZso1oaTQaaXFxUYeHh9fuGSzbAcv+xXFHgTfgYNyU8WAWfxY3KEX0GI00+0dE736UpdDR+PB7po86A8OndLrNiKzZB4McKlCG/DznZUamjN+4uGsZtdL2Xg4qXc5F9Cgi3fzdzMxMAWBGpRtDuSxcsKcxiqDgpvKlFHee50NJ382ybFbSfyrp/S/z3hfU+WuSfk2S6vV6/vf//t8vnGhGxUyrSNemWq2mW2c8eIc6Xrx4oYuLC7377ruamZmRJG1vb6fFT6koiGRgu+aVSkWLi4t67733NDc3p1arlbYEMwQQ0YcNixmN7hnjwZJKmScia4Zh/BlPEiuz9kb3jINTuF3I9EZffo/nW/jzTqeTLkpmu0RMFFIaqdgv99V3cE5MTGhlZUUffPCB/ov/4r8oHITluTo7O9Pc3Jx6vV4KJZQhOI+N/zP0489pfD1W84MVFZUnlUylUkkhGod6rNCoZMtyf4m6JiYmCumG5hnTmOEfvk/lYqMflWJU4Pzc/WY9VK6UC/fjpt3LBD4RmDBs6LHRK4h9isaC9UelShlxO/yOYSHzd7yHkzLJuaIBIa/7u4ODgwJ/UrGTjpyH2O/4dxnoKyt/oDzuPM+7kv6upD8haTbLMiv+O5LWX/69Lunuyw5NSJqRdPNVDi87y4XA+fl5ffOb39Ti4mLh4JeXdSbFMDU1pcXFxXRK3/HxccHKOdMgz/O04ERX0xPDK8XoYuZ5rvn5ed2+fVvT09OF41uJajzp/h1DH1ac7XZb7XY7rUBz/H7eSswWmdbY7UpK23iJRol+zGgMW5h5IxPFbAfpSqCpPNw/tsffjGnzd1yA9PxYIXJBaW9vT7/zO7+Tvi9TFMwFJ9phnJb1e4zMTqLrHg0alZ9DVTS2tVot7a7d2dlJIRaOme1YwU9NTalararVahUUk8/H4TzH3OgYdoguPguVHD2siYmJ0oOU3HfTzHWYZhEF0vC5fhpqrqvQ44uKl2CMvMO2Isrl+NxH0oJzGOfBfY+ZZqQ7lXkZGi7rr+tlnfRGTOs4H+wrDYDreVX5MlklSy+RtrIsa0n6xyV9pLEC/6dfPvYrkv7Gy79/4+X/evn9f5ZzhOVtpAHNzMzo/v37aUOOV9wjUa1wvcut2+3q+PhY9XpdKysrWlxcTDfY1Ov1FGckoqrVapqdndXS0pJu3bqVYtg+idAbaIgQyKwMdVCYnLXiyWemwdnZWVJG0apaiTk+Lo0X0GKsjDSLiCOiE2aXcEWdbbrfdm25PiCpsKjq740qomvK/vh/CjEXc/3bwu7NJvv7+4Vdo5wzn/TmBUTv+PNYaSjr9brW1tZSPXEThfvCNLqIVtlvH3C/tLSk733ve5qentbExEQCBze5vR6f6Ut0TfqWeW5l/eL/lco4F5+oOiLfsjCj+cUAgfX5/+FweG1BtmyRWVIhvdJ95lwTxXNObwrbsJQpdMuh0zwphzRU/puesTON3D8CB/fLz1Cu/YxBXtl8+P84R6RZ9HJIRwKmV5UvEypZk/TXsnGcuyLpr+d5/v/Msuynkn49y7J/TdIPJf3Vl8//VUn/QZZlDyTtS/qLX9RAnhfzXufn59XpdLS/v6+lpSV1u910u4XRi2NeR0dHGgwGOj09Va1W071791Ls6e2339bi4mJysb2F+PLyUq1WS2+99Zbm5+fTJPhm8LOzM21ubqrVal0jbrSGlcpVLjXj3VEYPTGzs7Pq9/s6OjoqFbDoDpuJiLaiESNTOJeZiI50dpoejYtpGi/gZbyaIRz/T4NFJBXzaOPYpPIDh9xH9t3eh3fKmkd8MNhwONTq6mpCvnGBrtfrpTZ423ts91XpXqb3cDg+Pe/OnTv6hV/4Be3u7urw8LBAj5iG5o1DRORRMTG0wrkybf1OWRjCXqVRO8Np7pfDfhH5RTo47z0q0Kh4mOHkZ3ywWhlGI09LxeOEiXjJ4/4shg3ZL3qENJxWsowhx/0EDJ9Q0WbZ1c075HsaAHq0ES2zrxGlu9houH/mPe9cjanGZeXLZJX8SNLPlHz+UNLPlXx+Lumf+aJ6Y7GwDYfDpITb7bZu3bqlk5MTvXjxQo1GQ1tbW2mxzDm8Zsz79+9rampKh4eHWltb07vvvqs8z9OOu6mpqTTRU1NT+va3v51Q1GAw0OrqqvI8197enjqdjmq1mjqdTkJqVGwvx1qY1LhAEpWoNL602JPDeG/87XeseOheRobmbzKoGdNGMc+v4snSVcohUwR99rdRoW+nMYPHw4DKULb76cVDn67mc6JZqBQ8//fu3dPTp08L47EXYuNoJS0pnehY5pmcn59rcXFRBwcHhcVKpv6xeO3A/ZqYmFCn09Ha2po+++wzDQYDPX78WMfHx9rd3S3MORWi6bKysnLttEh6GdFjorE0H3AtgzQ2HXgOTkz1o3L0++wzT0FktkiZomSJxs2fcb3A/bwpNOD2Ge4yb7PPNxk8Az7TPoZVYpjEdbiN+E4EG/GWJLeX53ny7ujpUDZjXwluqC88zl6vp52dHdVqNc3NzRUMfVl5LS4LbjQa+dzcXDpY3ZM/NzenlZUVXVxcaGdnR8fHx+neSWnMpFNTU4k52+225ubmNDMzo7fffjsh8+fPnydrtrW1pZ2dHTWbTf3yL/+ybt26lRSZBdaKykwRd9kxDmzGcFvS9VPBXKKSinGyiBgiUvFEMx2OC4h+b2pqKiF6qRiXNn3Pzs4K9ZqeZk4XZrVI11O3iBrcB2fcONxhr8fphzQUzKJxXT5PhoZxYmKioGRJe88/6UnvrFqtFi6QbrfbOjg4SO1S8OwKl60vmNYMGdhzoQGPc2qvZmVlRS9evEjzT2+IY6FS5FZ7txGNuOlPGliBcE3HdGNdzrKJnhXrp+L1eHwSZkST8R3zMPtOT8LvRD1ET8jt1Go1ra6uanNzsxBGKqsnAppo8KInzHc4DulKL9CbYaHMUi45fxHtuziP//DwMJ1M6tDXj370o9f7smBP7tTUVEKiR0dH2tzc1ObmpobDYUKAVGpGYIPBQN1uV0dHR8kt3d/fV6PR0PHxsQ4ODtJ529I4XOH/GQ/1pDWbzYLCdv+s2DyJRMbx5nROVBToiHrK4pdUjhQqIiu25bp5TrARPetmDjuVjVQ8+pSCwTbLFLgVnhUoUy7zPNfu7q4mJye1vLychM5KnzFWj8mxYNLFY/I5267bcycVD4JyXrmNh+8onZiY0OzsrI6Ojq4JounIi4dpQDmPZac9ujju7fCe5+Lw8DA9OxqNCimIRJwUcNM7hjbizTHRPTeC534Az2FcW6GHEj+LvGg+YXtRScYSAYjftQxF+lOpEpAMBoNrhu+mEIqf4XcEFzQmbKtMZjiv0lUIz8+WGQEaLtKGNDg9PU1X4p2enmowGOj4+LhwhPVN5bVQ3GS+ubk5VSrjtKODg4PCJMS80uFwqG63W1ASeZ7r8PCwcIPJ1taW+v2+JicnE7ErlYo2Nzf1jW98Q6PRKAk1J5NCwIW9mKPr53iWBRdDrcysTGJogCvYDINY0fK5mIdOATPKJY0YFqBr6VRK6foVUWVCSUNh4adCo8CZ8ZlKd3p6WrhnkobIaIoo3MqG7mmWZSmWS6XiDTguzv4hjRwGuLi40KNHj9J37ENcZPYzboPxUPIsY5bmQ3sHXMSywYlhAs9ts9nU6uqqHj58WOp+uz95fhXWsNdAGahUKlpeXtby8rI++uijAj/ZiHGBnCAoGnOpqLBdiKzpPcRnozImbb3gS0MZ3+G7brdMoVExcg7LDIlLu90uHMJFMMV24zpIlo2viPOGv5tCI6PReBMVz/J2fZeXlzo9PdXW1lbyBDudji4uLtTpdDQ1NaXPP//8xr6/FopbGt/juLCwoL29vcIRk1aAHjQVrxGFmbBSGZ+GZuTtU+MsWEbYduWfPHmiXq+n2dnZa4qNk2c3nYJKJBXdKyJkMo8XgEajUQGh1+t1dTqdFAaygvbz3O0V0YKRBN37qHiJmP2ulRhX3mlQeECTac1Yq+tzO/y8DPmQRj6pj5daEBFZGDjnXmewoNEIUqDiIubS0lLaoFOtVgvzSDpF74GeBePdNtzRU3Lhhcfuu42r+dB05IFYHv/x8XHiOUnXwin+7KYwm/u8vb2dQE1Ew27PY3C/lpaWtLGxUYjdEsRQSZt20TPi/N+kCP2Zj0xwZojnkoaRCp3yxXJTmMr/Rz712K03KBNuMxrL2Obm5mZp36SrzVz9fl/n5+dpHnxz+2g0SofbMUNrZmZG5+fnajQa6ciNm8prcR53lo0PVnr69Gk6QN2hCzM5V3K9EcaEYBpPlmU6ODhIB0uZ2ayU6/V62mJ/enqq/+q/+q+0v7+vwWCg3d1dffzxxwUXVLraccU2pKJ7K11fcSYDUFCicbB34XednVDmfpL5qbQoJNJVuGdqairFiCOyyvP8mlGQxh5D2cly0d11TnqkxcTERMpVppGhcrSCLjMGXnymwPT7/XTJ8Gg0KuT9M5NkNBofNvbzP//zyrJMe3t7KYTCubFwMNbr+L/j+jG+f+/ePdXrdU1OThY8LHo8cRddp9NRnudqt9uFs9T9Dt3zi4sL7e3tFTwKpu6ZzgwfeDwRbUrFu0r5HW/Moce0tbV1TcFzzvybxr5Mib4qbOJCT4GemueX4yB/eZzmYyr3soOlmHXF7998880kI9F7IuDhZ66PgIJ6wfSx/BignZ6e6sWLF3r8+HG6kGVjYyMBSe/EbrfbWl5eVrvdLtC4rLw2iNvnRmTZ+Cxj7k6UikRaWFjQ/Py8FhYW9OzZs3Tu8cXFRcogka7ShYzYV1ZWNDU1pf39/YTuPv74Y21tbenWrVvK81z37t1LbcYQABnMTE0LbQGL6Md1ceu4v3MbRthuxwrAfTcKjLFO9pWxyIWFBa2vr6fYmRmQKXNUkjzJzPSOtPfZ3Q7H+H5Ct0llxNztMmNFoxPj7FaIFO6bmJjbsN3X8/Nzff7552lOfJkAw07sq9t0H63oLehWnp999llh7rhwxmwXp2/aAxyNRik2zxvuOfay8AsvxihTiDQCMa3OdUa0W4ZkpfF+gXhfJeckhgvI6yysN35fZsTt+VnBls1zNAD2TtievUR/HkMTXvD2Z8+fPy8YjhhrJ92ptEl3InKW8/PzQgjGt2tdXFzo6OhIlcr43CPL3szMjGZmZtJNS1+ktKXXSHEb9fR6vQIisGD5fyOXmZkZVSoV3b59O4VGtra2CkiZ7vf8/HxaoBoMBkmQKpVK2jb9C7/wC2q32+l9ptIRPTPmzfAEBZi7+8gYDEdwbERh/t7Px1idkT1dbCKj4XCYXDmfK+066JbGsZhmFC7mqloJRRRjI+u6pKtzQspyvSksVH40eka6jUZD8/Pz2tjYSHQheuS4Kfi7u7tpt+Ll5WVa9CGa48FE9HY8ds6hi9s08vK81Ov1dMIkUZzr29vbSzTgsa5x3YYAhQtgnHfTjnwXlSENAeWBSpvhHIdo3OeyRUzyX2yT9JGuzuMmzWg8/DkNZvQsPN/RU6PhYjYNlSWfMxBiqCX+XwaGXA/HFftFuTTaPjo60tnZmc7Pz1O2mTcTDofDtInMa0utVkuTk5PXjl54VXktQiUOf3AHW61W09TUlKanpwuTeXl5qa2tLX344Yd69OiRKpVKOuiFMassy5L70Wq1dO/evUT8paWltBmn0WikuHe9Xtfq6qparVZCyNGVcz+IXJhGR0GTii4m3T3G86QrRU4FbyYxojTyk4o3xBMJRLfTZ3oQ7dLYUJjIOESa7XZb09PTqR1/PjMzo9FolIyB+0Ih5TEDcVx2E18VxxwMBtrb2yuEQ9xHl8joNlTz8/NpccgxaodEqNAYTnP7RD0OB3l8cb6tgD1W0tD1sF7SvQwJ04BzN2gsEe2ybdZJw8l2Iw39TMwyIc3Zf/ZTurq30kaRhoNKzrzlOWXOcoyZlylUKnnyBRV/9AgIAiPCfhXSj6AphqwifarVarrflqFJf39+fl7IdKpUKoXU3DinN5XXAnFTIWbZePff6uqqqtVqOprUysb5ydw67ttozPjMB3aIpNlsampqSjMzMwldOKXLuyqJgFiXhcm/icSplHjmQ3QTia7NNM4+oWDH8MtwOExuH1EykXEUiJiDbLoSQfs7uvw2VvFUPeaxcr7Ozs4Ki2eO01Jh+FAuokAqJyoWf+fFS6JKF4/F4yT9ifbc9vT0tLa3twsxe6IlK3Mv8Po5r/RzUdOhpeid0OMxrSJS9BidSUI6RGVNGlsRMCOFxcqLC5Zsi4qQKNlzYS/U7VMhxcUx8w29RPNlno9vrWq32wV5dX/Jd4zJkz5UgAQ/zFRh2IseU5Q184rH63mk0SXajv/Tm4neTRlKpxJ3O/V6XScnJ8lz87ybTjMzMwXvMxqCV5XXQnFbyLzF3KEPSelsbT9H1Nrr9fTw4cNraVqexNPT06Q4jo6O9DM/8zNqtVop3uQMgPn5ec3OzmpmZubaoVb+Owqr/+YYmGhvYfJ3NARWFGQitkkGMaJYWlpKi6hS8cRATzqZPQpt/J+0jB6FaWDBinnA/Nz9Jop1fc5MiQtOFCz3wyEX6eryg0gfF8crHdM0HSxwRjQbGxt68uRJMr4WdLvKExMTWlhYSMp0bm5OGxsbySCdnp6q0+kkI8Z58VgZNjJdjUqtONy2dBVCY0iEytLtGFgMh8VLjz0vRLz01JwBFU+xJDDg3JrWDFmYF6hI2GeOlX9XKlcxffOK/45eaFR6N4UrPC56lpHe/h3l0nLRarU0HF5dasHdkGWhqlgvdQvBGzOPOCaDD+/UPj4+Tru8FxcXE1jrdDpJd3EHq9t8VXktFLdUDOBzASy6bXQD/XfMq6bSq9Vqmp+f1+rqqiYnJ1M4pF6vF7ZK37t3TwsLC4mBIgIw45gB2BZ/Gy3Q2scJiUJBBETBdalWq4WLZ6Xi7R0UClpr9oHb9WPYJo6VDCkpZfh47Fa0LMzFjWGYOCafixJRHwu/c/43xy6NbzTygnSlUkl3a1rR2F23gn/rrbf04MGDwomD3W5XU1NTmpqa0gcffKC1tTU9ePBA6+vrKd+ZxpJGmC53jJ2zDAaDlKbIuXcxXTwGriVwHuiF+T3GoukRxKNLzSecb/IxjUw0lNGN50K0644hjmiQXPiODZrHynAVL3ymMvX4+IzBTTzS1e/G+fBpoL4Qu6zf8X/XxdCYv6cnwbmYn5/X5eVlYVHfh+J1Op202bBsYfSPhOIejUZ69uzZNcvvc0ScT8zBxIFRMViw5ufn9b3vfU9vvPFGYUHICe5ra2vpTsXl5eVC2CKiZSqhMoQQ3X33I/Y5xsu4GMbMADOHLXI8+pOxOipx9oNGz8YhomyiqTLXz+96QcVzZNfToQYfM0tUxlMOGRaITB+RuMdXqVRSCEwqbsnPsqywrV8qHu7lGGKz2dR3v/td/Zf/5X+pnZ0dVSpXB2oZeZ+fn6ctxzMzM2mHo11zo3rTgjT+IgH2uByCYuH80GUnKqZiIY+YVkR1bDMWKt8yg0pF7D5T+RFt+nl7FmWLmLGNyF8eTwxrRHmLffZYSG/TI/bP/aay9/few0DDYM+FOiDG5qMR41xEQ+Y1j2azmerb2NhIl4R0Op2C0qZX+EXltVDc0tV5GmbUanV8HkK/3y8QmC4qrboF1Z/V63X97M/+rN55550CwiNRms1mCp1YiMoyCYgE3EdvAHHivO9pdKEidR3uq+OyjM8y5DE9Pa3Ly8vCnYxkCtfN2BxdOd8olOdXN4fQmNCV9WcOVZiWUhGtcRsu3VYqizzPU260D7OKoZlIi9FolJQ+Bc8o3yiSY6Bio2HiGC8vL5Mi/vDDD1PaIENM7ru9u6Ojo0Lusz1A0py0Ia9S4KIii7Qij0SFRRRM+hMxEzT4Ymnyq/kirhGQvnG9Yn5+Pt1RanmLBtPt+ITNKE/sB/n/JkBQqVR0584d7e/vp+viomGMqD3ysnR13EQERnFdKPYz0sZ1ctxfFB6KnqvDr67T/OHn+v2+Op2OJKVYd+xzGV1jeS0OmapWq/ns7GzhQBa74k5O9yJlWQjDf8/Ozmp1dVWVSkX37t3T+++/X4jXRstpYsZzAcpCFvEd6fopgY6VEnGxzYh2o0CZ+ay0nL7mg494WJStc3S9oxdABOJ3OEbXZQaPsVfXwzoqlUpae8iyLB1qZSbl2COy90FijpvzcCkqYZ+FXiZ4Vi7+zHWwROMTw1OuJ865dLVV3ydNeg6s8NxPZgswb5h1ch48tmi4YjGvcs1EGm/R9o7isjklD5R5hZLSQisVbFT6ptFNYRMCDve1zNOMyJ/8T1p7LqKMUTdFWff7N9EveptlypcgJvIYQyR8Lo7Hz/qZMiBGo7y7O77B0Xfaehd3nIPRaKS/83f+jvb390vTTF6LdECjZR6VmGXjrJC33npL09PT6TtJKXWPFj3Pcx0fH6vdbutP/ak/pQ8++CAhcKmYgmRE+OLFi1LmKCOkVEQRNi50lWPGQVSoETm4XrtkRHER0XCszpElgxJNsc9EV3T7pGJ2S9wcxBJdT26QqVQqOj4+Tp4E6261WoVwSqvV0vLysr73ve+lRZparVa4iOAm152Iyi4ozzOxkNATM50pwM5GKFPabtOo27F1ek6RPzxfXPtgeyxlws9sgps8CH/H7fpWnqyTnlxU2r4khKfW0YOIHqL5gjxQ5lH4najMYygjKm0bQKbxRmAUZYn/m87OIIpI323G+aKh4ecEL/QSotLm5/QSI2CiN0vZnJ+f19zcXLqoJRoo9+WLEPdrobizbJxVYlTjSVpbW5M0dgcnJyc1OTmpxcVFfetb39KdO3c0OTmZiO9Jarfb6ZRBMoLr7ff76na7+v73v6/Dw8PUvoU+KlzpejK/dOWOU5H7cwuPCwUyMiARjN+NCNIo1u3EM77dX7dpobfVvykWydQ1KpAypOR+0J2PKMa0K8vldT2Tk5PpHtDoytJol91KYwXNizRMT4Y+2O+bXGUbGs85+cCegeOg0tXlrqanD7IibQwu4ppDRJ+Rx0wz0jHyinS1qWlqakpvvfVWSneNypcK3XzV7/dTqmOWXWWscN4ciyWaj+iWfWcIKcuyNO/+3MqLSix6oN4t6O/Jf3F+2bebaBzp577Eul1/NApUxGUgxnVGQ8D1qTiPvNzaHudNHoDH9UWRkNcixm0ETAG7uLjQ5uZmsqq3bt1KO+nu378vaRwjqlarOj4+VqfT0VtvvaUPPvigcH8kFxiOj4/1W7/1W9re3tb777+v999/P7XPSWdsiiiUn+d5ntx5C4SFiAg6y4oxQecoR8RGA2RF6lAB45FE3hGZ+G/3j7HcyFhRMCnERP9E63br6Na6TqIc04rz698bGxv6W3/rb6X81rJcbPfN440xTR8sRuREBOlUQf9NRWZF7QyUsoU1n5rouSR6ZYiDG0doGOnZkRZErDRUrGN+fl4rKyv66KOP0ucRhbtuKmkqqYgKbQjJIy4eY57nOjk5KfQ7ehkRlfr9MmTLzxhvZ132aqgMSY+Y702k7ecNYqJhZh+ZLhzHxnkj8CHvxxLnLNK1zPPl3xHxu+82/ry16abyWiju6JoYCXpLum+EqNVqWlxcTEKzvLycDhFqt9v62Z/9Wc3OziblIinlwT548EC///u/r/39fdVqNT1//lz37t3T8vJywZLHVXu6OWSiPM+v3R0oFZWUFTnPYoiWnHVaoK1UiKAajYYWFha0v79fqMd9s4LnrR2M60bUR6XivnkDivvuz90PbsyxYnc/ylIS6cm4nl6vl7JT3E70EKRiimeM75e5r+YJGpWbBE+6CgMQ0bHvNmScf46LPMFTA2kgXMro7lS2GJ8+Pz9P6zmcf/LZ2dmZnj9/XljjuCmtjV5MnHcqWs8H67A80Dj4t+cgepBuIypZ1xcVJcNLkacJVCh3ZQqS7RNFm6fYF75nvrup2KjEeXI7XpiOypwhGdIz6hnqC6l4ccSrypdW3Nn4zskfSFrP8/yfzLLsTUm/LmlB0u9K+h/neX6RZVlD0r8v6Y9pfLv7P5vn+eNX1V2v19PhTo8fP1aWjePbt27d0sTERLrNZjQapdVvo6l+v69Wq6XBYKB/8A/+gb73ve8pz/O0iefRo0cajcaH2B8dHaXYeKUyjs2urq4WztuISvXl2EmH0jiXn2GcO77PPF5a/jiZTkNzGmSZC+h+EN27PmY50PXnDsaosCxElcr4EC8elBNjhkQMNhbs58LCQuFoXn/uBTyinzJhiuiNF0M49c1GMV4nV4Z0WKd0dSSs5ye69lQSRH9RgbhOL5Yyvs72SHMaq6gkadjinFABRZ4gLeO4b1Lgfpb3cNLjiug9th1LVDQORcU9AR4L5YaAgJ4i+eImueSc0GMfjUYplMSQYFSMbMdzFD2kMqXtElMwSbtX0YlAiPMU+eKm8gdB3P+yxre7T7/8/9+Q9G/mef7rWZb9u5L+kqS/8vL3QZ7n72RZ9hdfPvfPvqri6elp/ezP/qx+/OMfp8WGtbU1vfnmm1pbW9PCwkIajNHrycmJNjY20kJVpVLRo0ePtLGxofPzc52dnaXwxPz8vGq1mpaXlxPam5qa0uzsrKSrFWAT1aljkchReTKMEAuVNa0qmdO/WS+RB5n7/Pw8xco8uUbFbI+KzK4fz0egYLo9hmWq1Wrh4HfvxCNy8nvSlRtKhby/v19A5X4+Kg/3MyK6qPD8PhGLjRtTryjkMTxEweL2dyJ/zheRX5kAMrzDtDuG19h3hn4iQo1jdfs8cpcojnR3m/FzeklG9mUoOCoeomzWS1lg4Zy4z64vniXu2K491UqlkraFR5QZ6R/Hb3DC+eXYaNTZ1xgKKvNcOVaCNM59jLlHZU9eiu+77XiGD8fyReVLLU5mWXZH0n9f0v/p5f+ZpF+W9J+8fOSvSfqnXv7951/+r5ff/5nsC3pSqVTSYVDe3djr9fTZZ5/p448/Tud02x0+Pz/X7u5uui3Ck3h0dKSnT59qe3tbvV6vsFttMBikhcvl5WWtrKxocXGxFKFFN7darRYyVIjQqHiicouIgAtJ/r4MJVmJtVqthBrYJ6ICK3e7zWamubm5gvtvQXLM2+06LcltUNijguWY3Ae76RQs0zuiTmYGmR6uK2aFMFuGRsAHgFWr1WseAcM7NBhMy+KZzA4vxVx0C7DnwcDAgMJ5uHF+paIipHG0MjdPlpX4DpUfM3liWITv+ze/L6uXc0AeMV1ch+eS9CFfcZ5iieix0+lcAz5ep/Jir+U1GuzYhvtI2bAhuCnMQLpED41Ai7SK7zP2HeeRdUVA5s/5P+kc2/si1P1lEff/QdL/UtLUy/8XJHXzPLdJfS7p9su/b0t69rIjgyzLDl8+v/uqBnyS39TUVBKmXq+ndrutjz76SJVKJd28fnBwkE58Mzo+OTlJLqZ3XDabTfV6PTWbTd25c0dZNr51e21tTZOTk2kx4PLyMsWVifxMTOYlU3kb2bFEN5muJRGXESGFwMrUaIGTSkXC8ELZ79FolMIUXvwzcrZidj/twTCEk+e5Op2OTk5O1G63r52vERExQyAeD/Pn/R4XZenSusSFQAslQwFE9xRkpjNa+Nwfzwc9Dpd4Wp/niacvMi59//59PXnyJNHQqI6KhLxgOsXQg5/3zkzTxijMtOUCqMfP2DJ5grRwuywR1bNERF0WjjAt7b212+1rHlOZp1Gr1VStVgs38sS2zIeUHc917A/fJyqnN8U5jfNO743GumzckU/pidAIlIWkYtybNDGvuD7rA9ZxkwGSvoTizrLsn5S0nef572ZZ9ktf9PyXLVmW/aqkX5XGl/fW63UtLCyo2+3q5OQk5Tk6tn1xcaGzszN1u910nrYtuM/YNrHr9XpKL5yYmND777+fFjh9pKsVmzMbIjp92ceEOspcIU8QGbDM3edzVDi2yoy3Mjecz/CEPgqz+0SlRsPg55xBwY1NZBaPx/0vW1wzk/OdGLP3e8yeiUJQpoCIdImyHY924cFW8SAlpu7F/rh+h8BsyHiomJ/xLTf28vz55eWlfvjDH6bPyjJxPB8RxXO+IurNsizlWHtzTJmBtIKIdZJ29Co4n9zRd1PMO46Fhsmb1A4PD/XkyZPkufpW8hhOjGEOhqfIW5StyM/k32iEiJgZsigLh0TQUaZQy+ov84Y5Z9F7ju+yPZYyBV/2eewTy5dB3H9S0v8gy7I/J6mpcYz735I0m2XZxEvUfUfS+svn1yXdlfQ8y7IJSTMaL1IWSp7nvybp1yTp9u3buSQtLy8ryzJNT09rZWVFWTa+0syXK1jw5ubmtLq6mvb+b25upnDG5OSkZmdn07bv+/fv6+tf/7okpfS9nZ0dzczMSCouPHDyKYTR8pUpTSp5xkn9fJxMMh7RnT+TlBa83n77bX388cfXlBbP8SAyoDKNQi9dufPe+BIzQiYmJtJ5CrxIODInFXxECb47j0bJgsC4uOc03jrjTTLun91yK9wsy1LfjLC9UBrnicbS7zpFk7ei0DPyAqiL78dkaiZLND5R6RqUmEb+zTGajjz6lfVQkUXPjv2Pyj16Y2WF3qDfvby81Pb2tjqdTjqu9ejoSMPhUCcnJ3r27FnKKY8ghOjRKZl+hnPDvnoOqYjLkHCU0WgoypC7aeb/o8dGQxFlwuWmEAr5gTQuU9rUJ+w/PRdJBVqVlS9U3Hme/6uS/tWXDfySpP9Fnuf/oyzL/m+S/mmNM0t+RdLfePnKb7z8/7defv+f5a/C/OM2dHp6qpOTEx0eHurdd9/V0tJS+v7k5KRwnq5DJsfHx+kgoTzPdevWLa2urmpqakrHx8eamZlJN7vn+ThPdW9vT61WKyF5rtzzf8fNIyPwt1R0kaOlpAvEieJKtutwvXZBHVscDod6+vRp+s518DQ9Cif/ZrbHcDhMZ7YYddI9N7My/CSpkMroMUWhicV9dX2jUfGyBSrUPM8LZ7K8ilXsdXBh1/X43ehiGs1yQUwqGiTSn8/YQ/FBVNKVooleBuc5CqsNy8TEROHqMrraNsrmcWfSlNHWz3H+I11dL/83jeNeAnu5i4uLiTY8UsD8s7e3p729Kww2NTWl+fn5NBYqz8iTr4rrR+QZwRJlgxkoMV2QaZnkpegFRDROZO13uMjs/9mnGFKNipfgKxrraISiLuD7N5X/Onnc/4qkX8+y7F+T9ENJf/Xl539V0n+QZdkDSfuS/uIXVXRycqK//bf/dkIbX/va1yQpCTsXsVyswH2Lzf3799P1QGak0Wi8scfx8OfPn+v4+FjvvvtuOo87MhqRa5zwMivvv5n2REak8MTQgNuMQsxjR6vVajofmqiE6Mgo27Ryie4qFUqZK8bMigzubZZl6fJfI1Teh8hbrSODRgE2Dcj0Zm4KCpW/2zFN/E7MiKBRoUfQ6XSScYhzSaNLOpheRI82RJ4ztsm+kfb2jnZ2dkoVKxWbjacNlOun2x7T8YzOzXM21n6eSjWGpdyP4XCY1nz6/b4+//xzXV5epnPPefa5Dz+bmppSp9PR5ORkARxE3qL3wfnhekZEoVRelLkyhexyU9iCc8F3y2LzcQ7Jixwfx/IqL6asfX7mfrwK3d9U/kCKO8/z/1zSf/7y74eSfq7kmXNJ/8wfpF5vOlhaWtLP/MzPpJvJpetnA3grsifR+d7R9alWxzsqfWrfT3/6U3W7Xb3xxhs6ODjQwsJCepaTRgYnoSOioDI0Uifa428rKue1Rhe3TMG5X1xocpySDMO4ZnSf+R3TBH2JgFS8fciLtUQgVlCXl5eanZ1NdzeSLjzon56BUb/riYg4Ch4RHhEW6c2QSTynO9ZZrVbTVXfcFce5tbKMiox9Zv8swHyW4RnS0sXome9RccU+s1BpWsH7qGP/z/WPmAIX+SzGwYfDoVZXV3V0dKSDg4PEH87DdxbXyclJUu4+G35jY0OVyjhp4Pz8PK1L+cLuy8tLnZycaHZ2Vp1Op6CgonK1AY2hy9PTU1Uq42yRyLNxbGWfc06oiImCyQv8O8qi65HKF9cpx9LVTUz21lifc/+J4qm/vsgYvBY7J9vttn75l39Zs7OzmpycTAeNR0s5Go0KJ5tJRUFknPXs7Cyt/q+vr2tjY0OLi4vpRhMiYaKbWIjgoosflQkXWsqYwdbdyI0KhCi8DB1LKihMl4gyqRyIVCzgNjIWWtLSB77bOHhByuh2d3e3cJKixxqZ2P2ngHD8nLtYIt3cp4uLi7SgamMRGd808O5P18O5ZBiJ4QK2zULDTIRoRcMNMowl0xBEo1/mgkfEL11lJJnnXYe9nlqtpnfffVcfffRR4ao3jof1Et0SUJhuTrVsNBpaXFxMJ9n5LPbNzc2kSPv9vra3t9XtdtOxxtVqVW+++aYuLi60v7+fdjQ75ZRyZE+C/TPvmkeOj4+1vr6eFkK9LkH+iPMXY8yc+wjuqFtiX6JxdyH/s74YMpVUuFsyni8U17VseIj+2W4sr43irtfrevHihY6Pj/X1r39dU1PjzMNImDgBJPhoNNLe3p62trZ0cHCgs7Mz7ezspLhXv9/X9PS0bt26lc4zicSJk862yqxxRIqciIjKzbTRlWTdRP1E1VYeRmpeuLQy58KlvRIaPCpNt8X+VKvVQtzcqJHGhG5d3LI9OTmZFjT9rNEbFQiVfhmNYwiFm3/K0CSNVJ7nNxo3vx/Tyzif8dRDLop6cbGMFsxiie26XzaeROMxLOD5iKgzAgq3OxgM9PHHHxeUoufaNIuG3M/YODv8Io0V5fT0dDJ8zWZTx8fHKU3WC5OmkRdrjcpHo5E+/vhjTUxMpB3KR0dH2tnZSYvpo9EorVEZ+cdwj/vf6/V0cXGh3d1dVatVtdvtxPM0oDeFOgiayF8xvbdM0ZfxVgQVEfyVoffRaJR2QZfVTRl0P6ICLyuvheK+uLhIDOiD+BmuiCjCJVrr/f19/e7v/q4uLy91enqqs7MzNRqNdIP82tqa7t27l5iTkxHRk9suQ+G8vJX9MJKIQkwERmXo8dBTiDFx99HhDgq37+n0mdGuL27RJcpxu16o5HsRZXgeqAwdrjGjuc6YhVF2RrZUPMjH7dC4kS7M7WVM0embXAy0srWidVaGN/14wdWI13NsY0gkZePIBWeeJBnRvH8TPVcqFd2+fVvPnz8vKE8Ckahw/QxDaqRpVMr2POgxEuDQSLpPbEcaZ4ns7+9rdnZWc3NzKYPL+yIuLi7SBQs2fEblNkZeL7K3ZpTd6XS0u7urjY2NFBo4OTnRnTt3NDMzcy3OLF0ZpdPTU/X7/eSBG/Hb6764uNDc3JympqauKegy8EU6E2X7OctkTEGMfBaVdKSxDZlpMxwOS3mH/XOJIPS1R9ynp6dps83y8rKWlpauWT/mL+f5+CySfr+ftrPv7u7qt3/7t3VwcKCTkxM1m8104FS73dY3v/lNra2tpZRAEonC4fipUQndHzMATzTjwUZSeZoWGanMxXOhGycVU5QYWnE9caswFQgNEZEV+0kmdjiEOcDua6vVSuiKG12ii+/MlRgScZ/8vmPCFFZ6LhZeLkAy7ODv2G+jXitqnledZVm6Z7AsO8QIMaIi0sdzbIVO3nB/6GFI0v7+fsEzozE2TTh3dpdjFlKWjXds7u7uFhZZYxZL2Rbv6OGQxqPRKF3bZlr6nf39/cK55/7ec2uj7zBAq9XS7Oys9vf3k7G3p7K/v6+DgwOdnp4mOs/NzaXx0WPJ83GG2ccff6xKpaK1tbWUr//w4cM0R5ZTeuaeb9MlHlPBpIUygMK5d784F5TZCChicgL5mH2LBiSCAAKTV5XXQnEPBgMdHBzozTff1JtvvpnccBKTSPTw8FAnJyfphpKdnR39/u//vp49e6ZqtSrfplOr1dTpdPSd73xHy8vLhQ0oRmNlK8Vl4QyiFeao+vuy92Lf2Q7bjW67mc9KgreeM2OA/YphHLpbcTOIP+N5LDQIXAjLsqxwMh8Fg2PxbxsIf2ZaUYiYq9toNJIhdP10fz1H9IKo7KiY/LvMY4rZGh6H6eZ4JIUxIjb/XRYac4iKBu/k5OTagll0u1mnkX6ej29BotE6OjpKqJUG2FvFOUcs7LfpQ961oTs/P1e32003Tvk4iampKa2vrycP1QaQc+1+vPXWW7p7964ODw8TrScnJwubijwPXJwjH9uQOm8+y7KUZGDlaIDnk0I3Nzc1MzOTNgJFmpveNmxcyKec3CTH0SvlZzeFY/g937fcRv3BMhwOU9roTeW1UNx2Wc/Pz1OeNbdMS1dEMeKoVCra2trS+vq6fvSjH6nX66laraaTAmdmZjQ3N6f33nsvIfiYdsffREFSUUHF0AMnJW4vjkLpNqiw8jxPrmZU4OwPFTozQ4i8y5B7NDB+hyiNN+zQODDW6HAF6WRl774xzutCA+OTFxlWIa148l8ZWnF/TUPXzYVgKzt6Ji7824qCFx5EL6RMsXIeLy4uUqaHx+B+WhhdLxVIdJGjmx3nNBpjp7SWLerxBpmoRJhCF43ixcWFTk5O1Ol09OLFixSDbrfbmpyc1MrKSiGc5nbdnhVso9FIl5e8+eabGo1Gevr0qS4vL9VqtbS/v69ut5uUtvmBtCbPLi0tKc9zffrppyk8kud5yl6ZnJxMnvbZ2Zn29/d1eXmp1dXVdJa66cF5iTxmWjDUFMMTZbzAz2L4hDwXkTbrLoso+HmfxfQq1P2lDpn6b6JcXFzoww8/TK6WleLl5aV6vV6a8E8//VS7u7va2trS97//ff32b/92iiHV6/V0ocL3vvc9fec739HKyso14ZduTkUrC3X4O7uO/iwuShlh3lQnb1zhRGZZlnLKKVxEjz4bI6J3CjhjvE4bs7JrtVqSru9Yk66UOL+Lhoy0mJycTP8zFNBoNAq591Z0NsweF1EN3y9TuK6rWq2mjCAjcdPTdblNK2Z+5rHEIwU8r0TR7AfDYG4vhq9u4h16dzTI7lv0tMp20HJOuD7gueaFEmXGgWEC102PqNPpJKMwOzubQg9nZ2fa3NxM1/s1Go2khLw4eHl5qYODg3QWkC+IXl5eLsitgZhDl049dAIBPajT01N1u11NTIwv4faipq+4u3fvnobDoR4/fpwWL+fn51O/TSvKWUzVtZciXZ2pQ7oxrMS/KSPkW3qXfq4s9GJ+5LyU8elgMCgcUVBWXgvE7QD+5OSkHj16pPv372t6elrn5+d68eKFdnZ2NDc3p8ePH6erfz777LOU7keFubS0pD/9p/90ur2dBDayZNyKQhLRdyQ+ERDP0uWzZS6Q26ZbyFtzpCIy4m9abbvT7o/rNvPQbc/zPAmFY5LuV9kNMo7b0mWPxsLxTucQM95cFsJxP+MZ5VZSNDp8j8qPyJq7HTl/7j/DRNHljUiKCI8Gk+iJAmm0GPmEoSr+8OZxCm6ZKx+RN5WDn4tokPwRz7P2eKh0SHvOhT2/drut27dvq9fr6eDgIJ22eX5+rkqlkhSj0wE99nq9rsPDQ3W7XU1NTemTTz5J7bVaLW1sbOjg4EDz8/NaXFzU+fl5ylY5Pj7W0tJSktVut6sXL15oZmZGCwsLmp2d1e7ubmrLfR8Oh9ra2tLm5qZmZ2e1tram0Wik7e1tLS8vp+35UZ5NH6LbMpq+qvA90pm0jUo+ApI4HvJotVpNRvJV5bVQ3JJSZ7vdrn7zN39T8/Pz2t3d1f7+fjr0p9/v6969e+r3+9rf35d0dbpbnufp6FXexUf3yKfjkcBSccs0FWIUMCI1KjMrHddFolux8lB5l9hmdKWazWYKDdnl4xm+VNhWvBRY95fMNRqNCuEmew1RWfgdGhzGi0ejq0uLSR+GOCwkTIdiPyLjEsHGMUX0GenrODoVHL0FL0pT4KrVajrcyXFbZk+Qt9j3yDdEaVzEtKKPcxznmzShl+Xv3CeGPDgmljJU6OL37L1Wq+Ndub1eL4EJH77mY4G3t7dTH7gga2PmHG0r/+FwqCdPnujg4EC3b99OOd7Hx8fJS7q4uNDi4mI6+G1iYkKnp6daX19P8e+Li4uU1jscDlN45uLiQqurq5qdndXOzo6yLNODBw/SnbQOP3Kzjucyho242BrDQVGJRwNcZqTjYvFNYRfyVFnIyLowetcsr43itlD1ej3t7u7q0aNHkq5up+73+6rX67p165b6/X46S9uMa3Tg41tj/ioJKxXT7fgZFUe0pO4n3e0ydyZOepaNz8euVCopZue6pKLy4XvOjfUEMoTByfb44ucMEfh9I8eIEEgTPxsZ0AqFdDQ93Ddm/vh9joGKvlqtanV1VS9evCiEATxXdhcZ26WCI9q2gHLOKISOS3OhbHZ2VkdHRwXhIR0pZKQ964/8wx8DCN4ENDU1paOjo2tCzH4zI4h9sSH0nBkNxxBJ5D8i8sFgoK2tLW1sbGh1dVXb29vK83Hc35eQVCrj26E8r/T04vk3R0dHWl5e1tzcnAaDgba3t1P639bWlmZmZpIB3NvbS+CpWq3q6OgoJRBI41NCPe+Wdxvvi4uLhNbPzs60tLSUNvucnJxoeno6eQDRw4keF3nDPEc6E/hEUBdj1vTa/P1Nhjoa/Li+4g1mw+Hw2oadWF4LxZ3nVxsUGELwxDmn81vf+pZu3bqVAvitViulM1UqFf3xP/7H9cEHH6R6KXxmAE4ElYCVA91e6XpeqP+nNfT3FLiIeH3dWjQiZYzFNqkkiUo5Prr9Rj/ua6VydZaI2y1bdW82mykUwTi+++Vz0n0Tj3SVfkbFQOYmEnY7fKZSGS8wG536MxtGewZEvpwb95F0iqEqKnleT2cUFj0rHvtKIxkF0ePlvEcFGu/JNDqjIiYvRp71e+Q1CzeVT5ny5vit8EajkY6Pj7Wzs6Ner6ft7W2dnp6mzI9er5cWi62ss2ycTnt8fKxWq5UMkY8bGI3Gi5W7u7saDAY6OztTp9PRwcFBOg1xbm5OR0dHmpmZuRYi3NvbSzFtI2ifP+R4twGMeWk0Gm+3X1paSpv3rLhdCIrMnxHBloUjIqArA2ERQPHdsjCJedoAIs613/OOU9MoInaW10Jxk9Fs/a3MfWzkp59+muI/g8FA9+/f1/z8fHLlvvnNb+pb3/qWJBVc5qhko/KLsUMKTUTkfIaujnd+xdAEC7ebS1cr3kTLVDg3FRoRFyJiIjK64u+//74ePXqUzpimBzEajVJOuOs2w7uOi4sL9fv9JMxUekwHpGJknz1eK7wYOuK4KHTRyMS/y+LinU5H/X4/rWdwvmg4fPGyv6fhjjFQzl0sHjf77WdNL/MIz63geKIxiuEwPxPXMqJnFPliNBrpxYsXksbGt9vt6ujoqID6e71eUiz1ej31yUbGfHB4eJhO7bRxa7fbOjs70/r6egpTOsPE2+H9/M7Oju7cuZOUv5H248ePk7I3P1oWvKnHc+Et8Kurq/rJT36Sxv+Nb3wjxbrLaEFal+kF05OAKYI50pvKOYbuyrzwsjWsCP6c2uwNTa+94paubzv2wN544w3dvXtX3W5Xd+7ckaS04tztdrW4uKh33nkn3dYuXd/dFoWERIsulFRcLIrbj/0u0c5NaTtlIQhuTXc9FsgyIaTlj7HqiLwt4HTXh8OhLi4u9Pnnn+vs7KwQKnDd3jVIBUjka7RKlEmmY2ZHjNnxCFG6lo5F0vMwCuZOPCJMGhv2LyrZ4+Pj0vmICrzMyyK9OU+c07IQEJXzaDQqIEuDkNgX1xENRxnvMiYb3491si7/3+/3U1aHsxYWFxfV7/fTLmP3N8uu0kCHw2FS7JISiq5Wq5qamiocKmUle3FxoenpaQ0Gg7Qrs1Kp6PDwMKH/i4uLdDWf74h1ezYicQHdaxC8yNpo/cWLF6rX62lPgI2GD76anp5OdLKe4XpMpTI+q4U7ovM819TUlHq9XiF05TkpWzDmfMRQTJkx4fxXKpV0HguvSiwrr5Xilq4E+PLyUrdu3dLx8bF+8IMfaGJiQr1eLy1geOHyvffe0/T0dEGIpfJdS0bHZHCXsgWKiCBpaYlKWcpCK9xIESeOh+Zw0qkIPaHc2cf+x1CLQ0hu6/LyMm2L59iJlG9S/HT9YqjF9ZDGft4LWAzbWCnT23GYxMXtMxyTZVnaos9xMgQU59NK1HUSrdL4UGnb0NBdjumE/IxzV4aOTBNfi0ckbyPIflqJkb5lxsTycZOHZnp5vmZmZjQajTQ1NZUWEX3ZyHA4TIrUSte32vR6vVQnz8kp+39qaiqlBzL3u9/va3Nzs7AmdHh4mIzD4eFhUshMWeSxChy/PdvHjx9Lulp32dzc1MnJSeL909NTbW5uShqvk33wwQcpjTXKoGXBxoN84U1UMXxJPUADHkNYbo/xbPMa5UYay+3y8rLq9XohVl9WXgvF7biWmWxiYkIrKyu6d++eHj58mBZ3PvnkE0lKVsmEiTFNqRhP7ff7KcYW0VlEU1SgJq5UPP6Uz/rviIQsXHwvIr7hcJjQrjMZrBi9CGRD5p1r7BddaB4+RSTvvsQUObp/NEQuRHhUTEYrHj9pZlRmxVGr1dLBU0Zyjrn7DAoKP/tnBWn6DYfDlCLqObVxlVQQ/Ij8o7KMc2X+cwzVRtoK1/33PND4s99EzJ471xGPRvD8E2B4jYGG0zRjjJYAhMaXfGwjb2XgzTUzMzNpk8qjR490fn6eLlDwbsazs7PC0QcOk3nefTN7pTLOI+dtPe12O22mI8+S5p4Th0VME57/ThqUhRUo/1SMo9EoGZzT09N0fvjTp0+1tram2dnZAp1YiJDN51y/oZx7fqlnaLw9J34uGtkyr1lSOuPcHu5N5bVQ3BMT47sga7Wa5ufn9Z3vfEf1el3Pnz8vXOArjTMtvJ3diffRhTEhLWw/+tGPdH5+rl/8xV8sIC7GYWN5VZzZbcXJlIqxrDh57hvDI4wju3CiGd9jfM7jM1ow01r5uI/8ngJBlEk04M0rvqMyIlR/xvQ+xv78rF1aon5uYIkG1HW53/6ODG+B9NitaMrilRHRUAmw36abETHpxVCO+xDTMWkgvP7CsVjw2cdoWGngaQRIC9fLzUL0Ah1a4nv2IHxcqzOKjHR9s5SPb/Wl2QYTDGvRc3Qoy/3KsizNr88VobfjeTStmZ1k0MH5MuLO86ujhb1phnUQlQ+H470g1Wo1nRvOVEKfc/LBBx+kNTTzP3kmprPSKEZ+pQyRX6mco35wiTLPvRWe51fpp9di5ySViq3iaDQ+RtJum1edz8/PVa/Xtba2pjt37qTzCaJic67qxsaGHj9+nFIKo8VjSISfR6sfGdDIscxNdQglurxkEq/Q83srDfc/onwXhi78PxVBfKYs9kZlRuXotCv3ialOVGjSVaiDGR2mIxW/v7cwXlxc6Pj4+BoKYx1x4ZaFdGGIJqY9Skpna0Rvhe1G4fMzDIswZMJ5Mm0dC+Zn9MoctnD/yH/kjTiP/sw/jUYjrRtw16GNDENfNrBGp5eXl/rJT36ibreb4svmVRsGP+8QFY26NPZ2l5eXE42t4CqViubm5lStjo8HplJ2H52jbTDDEzoj6LLR8fhXV1cLJ4faazDPjkbj/QneHHZ6epoAk9sqWwz32MtkwfzDdp49e6ZHjx5pc3MzteX3CB7iHMZ0Vs8Z5ZA6oKwOltcCcQ8GA/V6Pd29e1f3799XrVZTvV7X/fv39fjx43TD++TkpL72ta9pdnY2bZmdn58vbAwwUxwfH+vZs2c6PT3VP/aP/WMpp1YqLuLQ3begEmVa4MhYfrcs3cvvEJHEuHqWjU8YjK6imbLdbheyP2id2Y6LPRC62kQ4/jsKYhxzu90uMKP7ZMRzdnaWGJC38URkGgWg1WoVMl54PC3ngOmURioWHBpCjr/McNLlNS/xOrhXzT/7TURLxeiLBVyH54AZN1ZaLtVqNeUgsw+O3dNrih4k5+P09LTAxwQ9Vi5U3hyzFfns7GzKnz4+Pk4gZ25uLt1GRfTrBUNuNqtWxxc5tNvtAmJ3e0bpDhkyjEYUH8OMMZSUZVnibS8+ttttTU1NFZQx5+Ho6CiFb+hV2SiZp+hRliUY+B0/u729radPn+r4+Fj1el3Ly8tqtVqam5tL56twPjieCJ7cV9OT6zdx0bOsvBaKO89zLS4u6v3339fp6alOT0+1u7ur7e1t7e3tJeJ98MEHmp6eToezT09Pp9iwXafhcHy57sOHD9M23G9/+9uampq6hkjLkA7d/hjzinFdTlAsfpfhDJ505xLDF3meF04GMyJiH8lsFGq3G0M40U1nu6ZFrVZLmQAR6VPZSuPFnkajoV6vV9iCz9xnGgsiWEkFVzzyAX+zD+x72TueOwoDFVlck2BfGN4hAOAcsT+OP5K+Hj8RN+t1H/xeWTaM++aNQmWutw1CRPOc5zIXPc/HoZz3339fJycn6Tq39957T1mW6fHjx1pYWFCn09FHH32UdiZT6Zv+PudeutokdnZ2ptnZWfV6vRS2MR2Y5x75wX0mH0UFaBDkzBCnVdIASErH8zrLhYpfGh+z+/jx4+TBr66upjk7OztLCtn3q5Lmp6enevLkScqq8WYjSWlhdGlpKaVTkl84x1HW6THRKyNvl5UvpbizLHss6VjSUNIgz/M/nmXZvKT/WNJ9SY8l/YU8zw+y8Yj/LUl/TtKppP9Jnue/96r6K5XxotrHH38sSbp9+3a6JslK25eSPnnyJJ1d0mg00saWw8NDPXv2TLVaLR0G3+/302InxnJNQRClURFz8uJ33MxjhG030cJF19hWlYUMGtErGZrIz+3F0Es0RPFMEzIBvQozj5XJ8vKyNjc3k6AyZm8BOTk5STvr4uYa/82xEFFWq1d3JsYxMBbv8VuwYvaOV92ZwcBxU7E5WyCOw2dFl6Ub8jdLq9UqpBt6TH4/KmbW6xgskbDbiLRkf/lZNNT+jOEUuts2ykabh4eH2t/f1+TkpDY2NtRoNHTr1i2trKxoe3tb1WpVb7zxhhYWFrSxsZEWJi8uLgqnAVarV3dPGv2en5+n3Ox6va7Nzc3k6ZDXGFrjGMjfpK/3D3jx0leiNRoN5Xle2NRk4BGBleXvk08+SRt2Go2GOp2O9vb20lgdv5eUsm2q1avDuNx/L1RbRrzQe/fu3eRpEDB5LP7M/EFdw/UTGv6y8gdB3H86z/Nd/P+XJf1mnuf/epZlf/nl//+KpD8r6d2XPz8v6a+8/H1jGY1G2t3d1fn5uW7duqWTkxMdHBwkROf83ufPn6ccVLt3n3zySVpgOTs7S6vm3jL79ttvpzi4VGQQWnUXo52I9GL4wPUROdVqtVKLGRVARBQUMr8fzwyOSpGF6JuM77Qin0URU5LI3KPRSAcHBwnFsJ9WDFxkNR1c7E6TVo4v89hRGoKYh21BNPpwvRGRki7sgxVo9JYoFKQPY8SvEhLOm0Mk9ChokD0uur1+1n2g4Ed07jAZaXyTIjeNuUgXFYbDDM702N/f1/r6errfdXNzM52f7VTNhYUFTU9P6/j4WIPBQHt7e4nHnBzg9lqtlu7fv6/19fV0Wp+VvBfb3Cd6n6aNjZ1UXIinfHHdx++Zp3jolcMg7pv5lyFNt+FQ36effpoWaX3Wye7uboFXhsNhkiWDCWcLzc/Pp5i7t+xTIdNrJd/EUKHlx++8amFS+q8XKvnzkn7p5d9/TePb3/+Vl5//+/mYw347y7LZLMvW8jzfuKmiPB9ffTU5OamlpaV0vq6T5y8vL9MVSybSxMSENjc3U+oMY3v9fl/NZlMffPCBvva1ryWFQcUYLbL/dkggotEYd7RysHXNX4Y4bhrfq/63Uow7PsuMS0Qu7D+Z3oLGSwrcdll/yKRux7+jW27D6b7HesyIfI/jMN144W+lUklox8LHM8OjAETDSlox3EVBarVahTk6Pj4uKA7Xy4U3uvEMX5WhRSLfsvQ/1+3r9Ox2M3zg7BZJyTMxHZ1p4M+s1BgqjGPp9Xra2trSixcv0o7GTqeT6GAlXKvV0lb40WiU0jX39vZS2za0Vsw2zNPT0yl7y2NnzNaAgefY0IMiOIkAK8qIv3P/I5jiHNHI+fvomaysrKjb7UpSWvj1iYQet6SE+t224+vNZlPvv/++Wq1WCh+5LYaMIvpn30x/0iDKaCxfVnHnkv4/WZblkv69PM9/TdIKlPGmpJWXf9+W9AzvPn/5WUFxZ1n2q5J+1UT2hht33ivIvm+OAvDmm29qZ2dH3W43fe7dUTMzM+leydnZWTWbzYILa+XkMxXiGcjRRSn7m4jA//s73g7isTEM43qsWI06zCRWNhR0IhJJpcaHE83/qcziwqvf9eUTvDSBsc04/oiYykIK7jczD2LGQyzO/qBR9NxRoOOxATFP3e27j64z3uRjD8HhDo/ftPKGIdfnsVJpR9o4NEQBpFDmeZ7OjP+93/u9a54BXWh6Pt5BSmBBJXlycpJ2C7ZarUSH8/PzlEv/7NmzFFrqdDpaW1tLsdnRaHwet8/9uXPnjs7OztIFwVb4Rt3uqw93s6x5fcYKy/xGnmZ4ycAn7qQlQiU4MT04h5RZIm3Kgtu08TNtp6am0jkn3W5X29vbBRATwZTb9umKh4eHevz4sVZWVrS8vFw4lTDyn/vDECTDoHzvi8qXVdy/mOf5epZly5L+dpZlH/PLPM/zl0r9S5eXyv/XJGliYiKvVqvqdrtpt1O9Xk87ycz8ExMTunPnjubm5vTixQutra2li3+np6c1NTWVLiIdja5WhGnRLy8vtb29rYmJCXU6nQISpFvHEEFU6hSqaOX5mZnSWQj+X7paCONCE5VUWVaAURzd8bIt+fwNehf+5jMWGi5suY9WEhw7lY0XhJrNZlIQ0f2XijnHDne5T1Zs7Bfp50Lj4z4SifM908keQqQhFzGJjjmfvCSZMfoy4YqeABFijLt3u139+Mc/Tn3yWEgv0td0o0Fju9Xq+OyPjY0Nra+v69vf/naaN5/INz8/n3Ys2tgZVW9sbOjdd9/VyspKWhtqNptaWFhIIUwbCCssz9dwOEy83el0UqzbfXVbNmg0wMwPJw3ixi/yOZE1jXQZWIpyZXp7cf3JkydaWFjQYDDQrVu3dH5+fm3BPc4ljYvb80Fp1jt+h/NJb5h6xiUqd/4uK19Kced5vv7y93aWZf+ppJ+TtOUQSJZla5K2Xz6+LukuXr/z8rMbS6VSSdbq+PhYzWYzxalnZ2eTgl1dXdXt27e1sbGhn/u5nyvs0mq32wl1O051cnKit956KxH68vJSOzs72t3d1RtvvFFYKCKRSVypfNcXV8rpltMAuJAxuajpttimGT56Cb65/vz8XAsLCwUFyr+JOskoEdX7e6JfogGGi8qeoVJhTJmCwmIE4/BD9CaISG8yljF2aHpRqMo8HCPnWK9LmRGOWSU07u12u3D4EfmH7jDnlPPt+aSXwPAKY5ys3wu7i4uL6na7KSXtwYMH2t/f187OTpKZ1dVVNRoNzc7Opo01g8EgHaVaq9X0+PFjbW9vq9ls6t13303jtaJ27Nv9pUfin3q9ridPnqjVaqV7MkkrKtw8v4pDc+489jJkG/PIIygp887Mm/QQXU+/31e73Var1dLu7q52dnY0Go20vj5WUV5fKEPBXsOyAfLns7OzOj8/18OHDxO/TU1NaXFxsXAxNvnbdGH8njwejXgsX6i4syyblFTJ8/z45d//PUn/O0m/IelXJP3rL3//jZev/IakfynLsl/XeFHyMH9FfFsao+s7d+7oyZMniSD1ej2l8ZkY09PTKabmyXL8bnZ2VjMzM6rX69rb29P6+rreeOMNDQaDdKXSzs6O9vb2ElEjE1hYmA4Xww7SlUKgYvXzfN9/x1CG6/AkWtCjovX9hkdHR3r48KFevHihXq+nP/tn/2zaBCFdLbjEkEJZe8x2MV2zLCucgxJd/Bg2MYNRSHn7OBVtWV+oyGJMPbrFrItusOtk+IfZQzQszm8njai4KVSklz8jXzhcwTnl7k3SKioceiwWVHoQ7pO9mIWFBe3t7aler+vevXv67LPPNBqNT3I8Pz9P4RHfJuMFru3tbV1eXmppaUmTk5O6e/euLi8vtbi4mDbBeLNKs9lMh03lea4XL16kg5t87vXR0VHateo4t/vaaDQSsvfaR/QwOFc0tARI9HQjEIhAiEqV88VFwxiaIKBoNpuam5tTr9e7dis9DS/b9/oDPUfL08XFhe7fv5/u1nQu+fHxcVroNZ1cXM/+/n4KZxms+p1XKe8vg7hXJP2nLyuZkPR/zfP8/51l2e9I+utZlv0lSU8k/YWXz/9NjVMBH2icDvgvfFEDvoXEp8Hl+Xh33XA4VLfb1dLSUkozksaXJnzyySeam5tLl5Lu7e3prbfeUrfb1aNHj1Sr1XT//n19/vnn2t3d1fLysp4/f56E++nTp5qamkonl8VYE900Kg0KeUSZRg9l7nRcNPJ7MdNDUvIifvrTn2pzc1MbGxuJmX2hstcAfJdkRMgu7CeRIwWEaCUqRodk6PZzU5FpRKVahp4jkiYtnePOlEgq72gkPBbX67+N6Jmt4LHfFOLg3JNmVMKkkaRrJywy9OISPTiOnV5WpVJJC/KS9LWvfU2fffZZWoR0lsaPfvSjNFZutOr3+ymjw56F3338+LFu3bqlpaWltB19bW1NvV5PvV5PZ2dnCcTs7+/r5OQkLaj5gol33nlHCwsLWl9fT4t4bIfjiuEMejfcgBOBzGhUTPc0Tfls2aYUGsIsuzpYi9vt+btarSZ5393dVa/XK8yTDRKNL8fhvkZv8Pj4OB0364sdKpXxZRRHR0d655130lk4rOvy8lLHx8fa39/X0dGRKpXxWl+329XCwkKBn2L5QsWd5/lDSd8p+XxP0p8p+TyX9C9+Ub0s3pp+cXGR3FBb+tPTUx0dHWl6elrtdlu3bt1K52D89Kc/1cHBgaSrnU0+13dpaUnHx8d68OCBnj9/rrm5ueTmOn/1nXfe0Xe/+93CgghjiLTSnkQ/RzeY71M5eKNJzPm2suCB6USCFxcXWl9f12effaZer6fJyUnt7e2lG0s+/PBDPX78WJeXl/rlX/7ldEg+FRsvG+VippUU47h2eWlEqCy5sOTbatbW1tIquhdxYhtZlqUcYhoUKlrTcm5uLuXkR+TrMcTwQ1SodDNpbKxg3DbPD3H/XYdP64uhHpabvINYGEKTlNZj8jzXnTt3tL29rX6/n2LCw+FQH3/8cWr/9PQ09Ze8yFP1tre39fnnn6cQmhcO5+fntb6+rgcPHmgwGGhubi7N9dzcnLrdbto27nj3w4cPNT09nTIorOQvLy81OTmZ1jDs3fjESnuVjUZDS0tL2tzcLLj+5g+DMvI754nzTk/L78TME86/DRrfIa95ranVaung4CCdp0LFH4HATZ4Z37HM7+7uam9vr3A4lAFYt9tNJ5iSb7wu0O1206KvdHWbV9z3wfJa7Jx0OKDZbKZcSQ/u1q1b+vjjj/X48WO999576nQ6Ojw8VKfTSVctERk5r3MwGOj73/++Dg8PlefjBaFGo5HOBPYOqW984xuFQ2eYg0t33srWMS5+z1xlqRjHJCPQUpsJ6Xb5WR9Z69PNer1eYnqP9/T0VFNTU2lBiAqLrqfREZF3WTya+a0RPVswDw8P9fnnn+utt95KXlFE+RQCewimFeeJys8uY0T8Fm6GFRha4ZoCP7dAMz2O/eJ8u33m0DpExPmMytkZKTETJc/HWTq+ndzn7hwcHKR+5vnVSZeSUtYU46aWCy8KDofDtFj/4sUL/fjHPy7cQOQNat7RurS0pKmpKa2vr+vhw4d68803U474o0ePdHl5qdu3b2thYUHz8/NaW1vTD3/4Q3W73RSie/LkSeqXDx/zsa8MiZj/K5VKWuDc3d1Nc8FzUBzz5VzaWFIp0vibT/y7bM8A5bHRaCTD5zZoaKy0eX56BAyW++hZkSciEve4qEtarVY6PtcZN6ZllmVpQfP4+LiwWSmedRTLa6G4zRyLi4tpN6QX4p4/f56uRfKq7+bmZlJkRIacaFvVOKl2SZrNpvI8TyvlvV5Pi4uLhcwN1snFSH9uwvJcZsbHXLgYEZnDhSEHo24fAmQFubu7q1arpdXVVT169Eh/6k/9qUJfmSfr/G0eoEN6UzkzlEIka2b1HYIfffSRzs/P9d3vfleXl5dqtVrJKJhhG41GwZOgQqJAGsVnWZYUk5Ep4/5WdPR6qKT5nnRlZN0uBS+GdVhstNyXGPfm804rk6Rbt25pf39ftVpNt2/f1uPHjwvz7TtGOSecb86J2x0MBjo9PVWe59ra2tKzZ8/Shdl28b2pplKp6O7du2me6/W6Dg4OEhCSxptUtra2kgfo+T48PEw7ULe2tlLohcafB6nZs2NIxFfeWSH71M5ut5uUj+fAY6QxIh/cxJ+kUwxbxnUU8wdDn5VKcQcuQ3J+L/aT7ZMnY8aJ+0dw4d8rKyu6fft2Ale+gcrrdisrKykRg3sMfI6MPZyy8loo7lqtpq997WtppdvumX+b+J9++mlaufUCjRnRiGR+fl55nqfVYhPYbgstcJaNF1UODg60sjJOQ3dsLbpQRp5chIo5miwxLEFETYVDZWkG2N3d1fHxsd544w0dHx/r8ePH6QzkxcVFnZyc6L333kuHNxHdkpGpjGKoh/1kPNdMLY2Z+dGjR/qd3/mdlPt67949dbvdtOvw/Pw85cHSk2B4JiqoGIriCWwMN/l/Co0VDQ2nUTRdSysIf8/2mOVDNG0wwH74+8nJSdVqNZ2cnGh5eVndbjcZ/SwbL+5+/PHHqlSuzsLmYqnHTgNCb4AGpdvt6vHjx6rVavr44481HA7TaX6+l7HT6aRrxOr1uqamptRut5PHyc1FvlTAyNzgxAre4Ud7C5LSueP1ej0d2mRFad41mKpUxnnf9kp9jKzpbdDjdQx6QszMsYLl3oboUdGQ+33ytPvm7en+bmJifM3a6uqqHjx4kND/YDBIRiR6olGeCVDYpuuxTrCRaLfbmpycLFzr1u12U7jRHoE9QO9DGQwGmp2d1dbWlm4qr4XidprTZ599pm63mwTESsDM5FVu7+6ycHoy+/2+Dg8PJRWvt6KbZKa4vLzU8+fPtbm5qbm5Ob3//vuSihkVzpQgYpSKR0JK5dul4y49v2fFTQXp8Eu321We51pdXdXS0pJarZaeP3+u4XCohYUFnZycpCM3v/vd76awBguNQ6VSSS4smd19zrIsCShjjkZKh4eH+vGPf5zSw5yu+eGHH2plZUX7+/vqdDrqdDrX8skZQqGRMo1ND4YqorvpCzOMLLkl2kom3uFIZUlasJ2YLeM2nTXgsTUaDc3NzWl9fT3RpN/v6+nTp6mNs7OzdNgZeYNGMqaOmj8Y4nLxca0OAw4GA3U6Hc3NzSnLMh0cHCjLsnSg0dbWlnq9njqdjt58881EI/KFacKt6u6bU2TN815o9XkdztCwcmFc2ojeXmGtVtPW1lahD+TFdrut6elpbW5upng758j085qE5drvR/DjObZCNQ/H0ygdY+/1etrYuEpwu337drqDk+fZuB/e5m7vxyEjAoZodIfDYbp8eXNzU+12OyVQLCwspLDScDjevOQ5qFQqeuutt1Je+fHx8Y3eufSaKO6zszP9g3/wDwo3R5vha7VaWq2VpOXl5ZSr/dFHHxVS4VqtVspxpQVuNBoJqZ6dnenk5CRtRjAD0spLSos8NyFqumyeZKl45jQtsxluMBjfw7e1taVbt26lVe7T01P97u/+rubn5/X222+nmOXa2lq6aur09FQPHz5MSsYIh0zu9qiUykIg/vzo6CjdCtLtdlWpVDQ5OalHjx7ps88+S+c23Lp1Ky2uPX/+XEdHR+p0OvoTf+JPpMt5XT8zQIiwSTu3z+fooZihY2yRdTLGnud5QWmXZSG4fs9Vp9NRs9nU8fFxOiPHqW/OcjIQcEyXRsdjsQDG/pmn7O3ZY7BRd062Q1Gu14dYjUbj3YzODLEL/fz58xRG8/br/f19LSwsJGPtczPa7bY6nU4hXi6Nlfji4mLK1XY/G41GOurV7cV1GNfrQ6YqlUra1EbZiQvHx8fHaYFQUsoco0J233yXJcOQUWm73nhZN8+ToaEZjUbp3BV75QRRZZ728vKyLi8vtbW1pUajoZmZmeSBmM+5lmVjNjExvmrx6dOnGo1G6ULlmZmZtC/FPGFe3d3dVafTSUd9kO9jeS0UtwdGQcvzXM1mU2+88UZyT3lJqC9Y4BVN3/nOdzQ7O6sf/vCHCZ3apTs+Pk5uLON01WpVc3NzCbnHWBtRKd14PmvlTVReJsj9fl+PHj3Sxx9/rMnJybS5yGmPTrny2NfX19XpdPTOO+8kRrhz544ePnyozz77TO+++25iAjNoTEsz03J3oH92dna0v7+f6PiDH/xAjUZDP/dzP6fd3V29ePFCw+EwxVcdyvHZyBcXF9rZ2dHS0lJSUtwJysJwBY2KUXCkZxnaYHYIN/8wzu35siIyUjf/2Bg+f/48xZ0lpQwP84Z/M34eFyltvGPYxcqEz/AMaKf5jUYjbWxsXAudeGPN1tZWilnfvn1b8/PzKRTx6NGjFHZotVoJLW9tbeny8jKluloBDAYDdbvdBASeP39+DZwY+PgseAMQ95shQys008yZKAxFxpxvSUlZehyWRypmhy8IvvwM13G8qci0i+s5nBff7GPePzs7U6/XU6vVutbPuMZjYJfnV5uvTItoSBhDH41G2tnZKchhpVLR/fv3E29+9tlnaXOYw6LV6vgKx9cecUtXO6BstX1Iuw/BPzo60urqqnZ3d3V0dJQY30K2uLiopaUlZVmWDoTf39/XaHR1G44RhK2upBS/lIo755ixYKGQyhcX6e64xAUSl5OTE52cnOji4kK/9Vu/pVarpW9+85uJSRzftjtl7+Lu3buanZ1Nq9NmNhf33fQyI1sw/beZZzQaaWtrSw8fPtTU1JT29vbSQUR+3ohlbW1NzWZTT548Scd62tXb2NjQ/fv3U0iLypc0NIPb5Sa9rBRiXrC/s6AzXs/jXInusizTvXv3tL+/n/ra7XZ1enqaEN6jR4+u8ZzdaSoZew+Mp8ZMBtfDLB5nE3innUGE58LKiouYrGdpaSnt7tvY2EjnPv/iL/5iUsTeOTk7O6t79+6pUqmk0zON8O1REQ1WKpX0Xjz3xGdpc5HW972azh774eFhYXHac0J+41qFdLUngMaW/MDQoefK/zPEY29mcXFRR0dHKeecnpv5yQbJSPbk5EQzMzMp0WE4HBYWFuMal+PRw+Ew3YDDMZDfJRUMDunlfntXpePwa2trhZt7bBh4DV1ZeS0UNwdWrVbTwS+DwUCff/55yrCQxtkiTp8iSq/X63r69Kn29vZ0eHiYFme8Ou5nfVQlleze3p5++tOf6t13301XihkVEh1SWOnixzF4snjwjxWqFx9tdIbDYXLVz87OUl6vEdr5+bk2NjZ0eXmp+/fv6/nz5ymjhG6s+2TakGH8P/vm27d3dnb0+eef6+HDh+kwfCNNn7x4enqqjz76SBcXF5qamkqZBwsLCymG12q19MYbbxSEL6YzsV9EmVwUYq6uDY0FxRfWWrDtdu7s7KRwWr/fT6dLjkajJNT0NCycbtvrBm5jY2NDd+/eLSxEMzPBY4nFCqZer2tubk63bt1SlmV68uRJYYGPgk3jZhpMT08nBeqslL29PX3++edpG7WNjmnS6/XS1msv3K+vrycl3Gq1dO/ePR0dHenx48eamJjQwsKC5ubm9ODBg0QnL+qbRp7HOF8nJyfpND2jcsuV582GiLQ3najcfW5N5AXLFxW267b8E4zEMKA3FlUqFU1NTSXP0+eiO/xlwBBDQuZHjp2nN8aQIOeTYUAaERtPSekMGc+Zx+jD7177dEDpCjXNzMzovffeU6VSSVciWXB6vV5CLxSgLMu0vr6eJsYxMsY9fQIemcCMxQPl/R7j3ZwQLkyw71EpnZ2d6eOPP9bGxoZu376dTl776KOPCvml0th9XFhYSDHKi4uLtHXW6Hl+fl5PnjzRxsaGVldX06mJMzMzBcTqMcXQBBG43XUv1n766adJATiz5+HDh4lJ9/b2klDu7+8nxp2amkrhlrfffrvAsIxXStcvJ6BAc8t4pVJJIS5JaUOIz6JxDr83Z3kRe2trK/GQ23Hdcb7oUbhYaI+OjrS9vZ3i+V5Qcv+4OGVe8u1KJycnaaPH0tKSPvjggzQ2AxC7xeTBPM/TBijKQqUyTpF98eKFzs/P9eMf/zhlethoj0bjczZs8DudTtq5V6/XUxjM8VQvRHuTR57nhdQzejg0eESXXuR0/JnrKx4PQw0eb7vdLpwN7zl2KIlrJOZb0iMqwf39fdXr9Wsbwfz8wcFBMjIGF66zXq8nz8T0bzQaicdoQBjzjj/uX5zPWq2WspQ8H170zfM8nStjT2BycjJl+Rjg8ZCzWF4LxW2B940URnbeCdbpdHT37l3V63V98skn6fZmD6zdbmtmZkbb29saDMYnfR0eHqaD0U9PTxMRTVCjCrtoRuSHh4dpuyktsHQVY42LZWQy54Q/ffpUP/rRj9KZD71eTwcHB4WURNd7dnaWwhD37t3T4eGhDg8PUwrTysqKZmdnE5Lb3t7Wzs6OZmdnU+pVs9ksGAO6e4zdmfF96P3du3f15MmTdBaMN3hYCbn/NHg+qXF9fV15nqc0TCpO7k4kKqGXYmEkerUr6Y0kvuvSIabRaJRCB37fMUzu0DSyprvJ+YwegZWFY/huY2pqqrDoaWVlj8jIz0rRdfkQKsbezUNWepybMi/A8WD3i7F70tBtOmPB9XY6HeX///beNUayJDsP+yLrkVnvrHdVd1V3b8/0zoO7M7O7w6cNUzC1kigYWv0gCBECtKIILAHTMm0YtJY2YMH/aMCwvAYMQmvJMmkIFG2aFglCFGmvVz92yR1qZ2ewM+zXTHd11/ud9X5nXv/I/KK+/CpudQ+1u109qAAKlXnz3rgRJ06c850TJ05kp2l7uRuyu7s7WqczMzPo6uqKi7SqzBQB64HLBAe6QPckIFOr1ZqiwQiqKNxVSXB++nhp4fiWSiV0dXXFw6epZNRnTdcV6QqcLsSzPzpeakVr39Qdo7xMhaPyRucKsy1yA9TCwkLcUTw1NYVyuRxlDzcIuYvVy4UQ3AAiuqBPkptusizDjRs3UC6XY/wlmZ7IgCvVHNy1tTUcHx9H9AEAfX190eenSYK4e/LWrVtn0CpdAnTT+OIl0LyQxs0q9+7dw/T0dMy9woQzZBplGDLy2toaBgcHY+hQltUXhjo6OjA8PBwjZdR8pg+3q6srhuS5fw04NU15MvWVK1dwfHyM/v7+iFLommL9FIisi5OJk0JRCt09g4ODTZtolPHp4lDmV1OUE4679thuRi7wu9LO/fecdOo/dfeEW1F8/+zsbPT1HxwcxA1gk5OTTeiTwkwFDYU2ExwdHBxgcXERf/InfxKTnvninY5TSiBUKhU8evQIa2trUXmyqAsCqG8qo6JkKBxRNUMbuQDPjTmMUjo4OGgS2OrTVxorr4cQYvx2SvkqkOGz7sbgu/idblLGhlM5pepWi478om4tXadg4UHXdMWGENDb24ulpSVUKpXIx7oQ6khf3++ADTjN0U2rket0XIjc29uL/RsfH49rCEzgRSDpciVVLozgpplKwUotzBClmZmZ6A7RTnV2dgKo58QlwblAwKPMaI7oYlGxWMTY2BgmJycxMDCApaWluBnh1q1bURtOTExEU4yDqL5MPZiUi3XMIxJCQE9PT8zdQMZkOzlJQqgv7BFVcaLyGjcdUcBzwYno83Of+1zcBENa8j9NTy6shFDPYzE7OxsZtr29/YxbimY2zTwu6IQQoqXz8ssvx40d9N0psyniVgHF95DJ1b1Cmiha4z3qquKkUtSsIZ18LydNyhrh+yqVChYWFuL6yf7+PmZmZtDZ2RkFPC0t9XWzDpr59LnWavWQPrqi6CKh4lNUy+cBxC3ttMC4AYOTmXxIBUBe3N/fj+iXuXsoiLiYdnJygs3NTfT19WFzcxP7+/tx1576tdXnrq4KV+Qpl4HSRMfIBbb7sdVnzxw7irJVkaiLhbThGNEyIr14oAT5n6g4hPpWc87NEEKMmmJqArVoXJi78mChwiHAY0gpETWRNNetGBVDgc98JgpW8sqFENwkAk0pTigAcWGGjKkTl4QjquZCDAUGB2t5eTnGUwKIPqXh4WEsLy9HbVitVmPkCgWy+iNVMFKAcSCPjo7w3nvvYXFxMSLhnZ0dDA4OolKpRFPOEQTrI1KjcOdCSEdHBx49egQA0ffFXBH08ZF5nalJo6WlJXznO9/BxsZGDDVaX19HpVJBT09PjJnlxGXcOFfdQ6hnQGP6yo2NDWxubuL27dvxEAtmOuvq6op06ujoiFaLIxW2jUqCk1L98aS7oimlvyomCkw+Q3qQn6goWCh8iVYPDg6iqXpychK3JmdZFg8h8KgTtRb4XgoKRiuo2c9+qEJKubEAxEgiCty2trYY/0xeohDg86zb3TgU3Ezktbe3F/lNN7CxT+7ecZeB3usbp3TMXPizjVonC0EVx4v1cAyVz5W/+Q5V1qSjusT4XmYSXV5ebtpkp/Ndec+Bohanib6Tv5+cnGBoaAh9fX0AgAcPHsQoErrYuCA5OjqKlZWVppj0vHIhBDfQnMvaJykjJdzPSmTDQmRIfxGAGMRPhqTP8uTkJIZP0YQpFotYXFzEhx9+iNbWVrz44osxr4C+XzfZcJFhc3MTDx8+xN7eXtzBtr29HU1vFUDut1MBQyHExSr6zLXv9OXSTTQ0NNS0i1NdD0A9V8X8/Hw8qYa5m8mwFFasky4KCm66OugjpBlI85NovlgsxkiDQqEQLRuOr05WnXB8t/r+dYKqIFBBo7RSS4ahgxwzpR3pzXCz7e1t7OzsxBScWrKsvvbxzjvvYHx8/Iz7SS0E5Q8VhFwf8LF33ykVda1WPzT5xo0bAOr5ROjzZyggTWulEfmnp6cnJnriIbgUXkNDQ5iZmYnJjDgnKKzc9CeSJS2UX9kH9o1CS10nLrTd5UKUzPva29uj8CZdVRnoH+vRwra0tbWhv78/ulB6enoiLXRTlwY5UOGp1eZRI2o56JwgCCEtOzs7myJeGDBRqVSi7KLri5vBjo6O4mYqzkcHeFouhOCmScsBdm2jmci4EPfiiy/i7t27TSi6XC435QwmUbu6utDZ2Yn19fUoVCi8GePNQblz5w6A01MtuArMP26i2d7exsbGBhYWFtDT04P5+XlUKhW0t7djdHQ0rtpPTU01uW+0XUCzecmJQ4HMBSWa0/RHU1C0tLRgcnISvb29AE7D6XShi9dqtVqM3Z2ensbm5mZTaktOmFqtFmN3mf5TmYlWBDfn8HALLrwyl3BqI45unkgpGJ0YFNZcFFNEQz4g/bIsQ19fXzx8V3lK43LVQqKw2tjYiG42bUNbW1s0oxltxB2mrJP9cd+qTn6f7Gy7L9y6+2B8fDyG8ZHvCBDU1aO+WdbNPQC12mm+9lKpFNMlc46o+a7uKB0jjhv5T9/FOnw9Q8fV143cKuLzBFf00etY0ApVwa9KQ61vCuXNzc24AYlpU1mXo2g+4/5xt6SUlzknOb80uoWWM6O3lpeX46KkzkvyNPMycWOWrsHllQshuInkFFkRDRAlckdhCCGmnNQOUmBxa293dzdeeeWVKPSnp6ejAFUUwpjpQqEQkUx3dzeKxSJGR0ebGLlWq2FjYwNvv/12jJXd29tDqVSKYYqFQgGPHj2KfipFJEDzxh51+6jAARCFJ10b/J2WBFHZxsYGvvnNb2JsbAyf+MQnmnKJ3LhxA4eHh6hUKhGt0b/pC4XA6USmUORKOLPacQNDS0tLXLAdGRnBysoKlpeXMTMzg1qthhdeeCEm7hodHU36OnWsOXk5AXXyuG+RdFOUS4uGiIdbu1U5qrDkODNRFNdVgFM02dfXF5X91atXsbOzE10nzCSZWgxLLc6qYqaS1FAv0sPdXexTV1cXlpeX8ejRo5gulYpDE2tRaHNhXxEqU63S0nArITU2in5JR/ZRx86FjK9b6Dgov7sy5mKdWlYtLS3RQiBNtR63YvgeHgbBmH7epwpDi7pE2S72PdUPgquenp64uE93CHOgc6MN90wwuo2LoxqSS+vaZUNeuRCCG0CTJldfWLVajRnPSGz6U5XZqtVq3C1XKpUwPj4eT42/ffs2gHpkSbFYjKeNcABKpVLM782J2d3dHU/OIWGr1Xqi+wcPHkRErBniyFQffPBBE4MpotHiq/f6O7X4yMgI+vv7UavVczrTdC6Xy9EqAE5ja7mppqurC8fHx1hYWIjROOqDY/voZiAaVTSvpiSA6FunKcrzQdneDz/8MH5uaWnB2NhY0k9KhONIie9XmrGdShsKaNYzPT2N69evx8VEomlOOgoiJnDigiqRNieNbibZ29uLi8Nzc3PRtC2Xy1hbW4vH52nRzRdZlsVkQymEx/4QnHhsP/mDf8yrApyGIjIE0ncsarggLVUmCKPQVgtWXQMUWM6XGlHlUTb05bJvyvsKVDhX9X+tdnrQiCo7VbxKL1f67i7SurkgzDrUWnXLz+tTnnNwQ6XZ09ODgYGBJmt/c3MT/f39MZfPjRs3sLm5iampKezv70c3nYIf5Q+1Ms4rF0ZwA82bRfjdzSb/D5xdpKA/6Rvf+EZE1fQz9ff34/DwMJpPuhOPixHVahU7OzvxEAa9xmPEqB1TQoWWAE1FtpHIXs1GFVbev+7ubly7di2GcW1tbaGjowODg4Po6+vD4OAgXn311diH3d1dLC8vRytiZWUFd+7ciT7yzc1NDAwM4OjoKG5O0EnIlABcF9jf348CbHBwMGZuvHbtGoaHh/Hd734Xd+7cwcjISFOO6IWFBQwPD8dz81SouK9f++0mKduWog/vXV9fx+zsbFTS6ismsuO9jBaZnZ2N5inTGehCm4Z0UWHu7++jUqnELI7kF0XybJcqxjweVxRHX68KUPIH+8uEVDMzM9HqoR9Vacw266KcuqOcJ5Xe7IvPQwcW5wk17Sfpr264VL1OP53X2k6NetFneI+Ot9LPxyKlRFXAq+XjdfFdPT09MaqMecoZ8kkEzjZSKV+5cqWpf/Qi6PqCzo/zyoUR3I5QgWa/oBZd7eV9/E/Tsb29HbOzs5HhqREXFxfjtndOkizLYjgbEdD4+DhefvnlpjbNzc1henq6Ce2xUDFo8LwKI9ahCzv83X2EZGYevdba2orV1dXItAw95LmapMn09HTcyPPw4cO4OKiuJroH+B7mmiCqK5fLMdaXKKu3txfVajXuKt3Y2IhKAkCsQ/sE1N09zANDf6u6t3yisw4ucGrsslsjVEQrKysRRd+6datJEarVdnx8HM/vXF9fbzoAggtE5XI5muodHR3xeDCi9UqlEjd5zc3N4dq1aygWi3FBV1Fplp36j9l+FS4cS056X3DTRXrt48HBQaQPXXV8jvOCz/N/nvnNOacWTEooa5vUtaF1sI8u5J2nOQeY8EnH1wWv0oN1qJvFlb++Vy0HrUf758jbr+sCqcsk5ktiojhGkTFxFq1xrvvs7+9jcnIyHiG3sLAQ3S0hnB67lgKmqfJUgjuEUAbwTwB8CkAG4O8BuAfgtwHcAPAIwM9mWVYJ9d5/BfUDg/cA/N0sy77zFO9oanie0AZOV4858XRQsqyej4RmCXfCMY/3+vp6U710sTA1Jxnr+Pg4hgqurKygWCxidna26TRztpPoTM1F4OymA0U+NLdc+agZyFAy7rSioF1cXIwKiTTY3d2NLqD29vaYp4KxwRQqZCgKG6Uj+9zT04MrV65genoaN2/exNLSEkqlEl577TW88847WFhYwNDQUHS1MPdKoVCPk21paUF3d3dMQkTT3sPpSCu+X9EN/ekq0DRUkuNaKpWir5+nlisv8fPu7i4++OADbG9vxyPhaGWwXh4Fx630FA5MYcqw05aWFmxsbGBkZKQpKZpOfH+/gxKN+HGlTRROF87CwkL8f3BwEHO1d3R0YGtrK05+KkX3WyudXUmoIFT+VFNdhYkDEXUDKmJUa4nWjL6XdRFApRSbC172UaNb3GJV/zp5Wv3UKZ8++1soFOJOXbV63KohnWiZhhBiWCmtzq6uLmxubuLevXuRl3gKvO4gZSisjoG+J688LeL+CoB/nWXZz4QQ2gF0AvivAHwty7JfCyF8GcCXAfwDAD8N4Fbj70cB/Hrjf25hYznI6vpwovkgk7gcNCId3ksEPjU1hfX19SYUySgJFyiFQj32+969e6hWq3j48CHGx8djHLRuV1ZG0/brBNG20qeszEQmVuHNxUCiPqCO6hmD/eKLL+LVV18FUPf5P3jwAJVKBUNDQ5idnY310cxX85K/UUiRpgy7/NSnPhWz6THut7e3F2tra9jd3cXo6GhTLGoIp3mIqQC7uroiOtQJrJMeOHvYAdvJI+ZUaChSnZ6ejqFvnEicOEzSAzRvZd/a2op91Gc4puQVImz3M/K0n5aWFszNzWF4eDjmthgeHo7tTfGw84H2Sf2uOoFbWlqiYlleXo4uPW4m297ejhEsupi3t7fX5Ft25Mw0CTzlnMhShRXHR8GF9s3dHHwPIy0UFKhgVTdSCuUqbVL04pgSeHC+6DwM4XRDm66laLt1PYKoWpWfAy514+ncPjw8jHm2+Z1rZtVqFfPz87EPzKfDRWUCELXCte/noe7zHSn1hvcB+A8A/NNGpUdZlm0A+AKA32jc9hsA/mbj8xcA/GZWL98CUA4hjJ/3DmUMElD9h+pKUGGtE10ZlIPKeimAXNsy1K/Rz3iNaSB3dnbwZ3/2ZzGtrIYk8ZkQAsrlMgYGBmKOEzdXiUy5MUcT0MSBKJzmcGbdTKRUq9Vi4iz6l3nUG1Df4j81NYW9vb0oUIkeWDcnpiJsLgzxGts7PT0dNwfwuLSDgwOsra2hpaUFg4OD8UBWTgS+i5bC1atXY5ii5i9WXyeTV+lvFKKav4J90HGfm5vDzMxMjGlnytuFhYUmhdnS0hIz4tHy0EgM7szljjUmb9JFZwpxLpLT/z87O4uVlRXMzMzE7c0UIrrI6yhV361jTl+3xk7TglhfX4+hgBsbG+ju7o6CvVQqxTHh4qTylYIDCn8uqqlgdL+qCg+dOynwlJqfKhTV0nDBpHW4wOR1pZELUfKOKhJGeWnfyPfaH1pd5GFPp6F04fgUCqcna+n7uB+E5+Kura3FXbPMhdLV1YVr165FFyKve9/PE9rA0yHuTwBYAfDPQgivA3gbwC8DGM2yjOcALQIYbXy+CmBGnp9tXFuQawghfAnAl5Soqp2pKUnE1KCqwNfrFEj0pRFxEl2EEJqOOFMTqlarRUFPn/XR0REeP34cFx5oxgJ1Qc+tqtwuK32MgqZUKqG/vz/uwGO/WTRJFF0O3d3dmJubi2fXjYyMoKOjA5/85Cfjwt/m5ibefvttzM7OxtAxj44ggykCU1OPCqyzsxPHx8dx+zsXIjs7O/Huu+9GlE5fL5keQKTx9evX0d/fj4mJiYhM1tbWoi9wf38/7vhkEqnd3d2oKHkikKJdNbH5+eWXX8bKygru37+Pl19+GWtra1hfX8fCwgJeeOGFKAALhQI2NzcxMzPT5IvnZFelwsVKNVUpDHt6eqJ/kotNjDZhsi6eW5riW3ebsT8uJFRRUQiPjo5G36lue6/VavEaLQ/yQZadHk6sO1P5zrW1tViP8gVwNv+1I2u2T+mkysLHygW9KhK9X4W+vttdIqRXSpm4gtA/ghcVxFyjYEI3xsvruxTp63ip5a35UgBgdXX1TGBFW1sbXnnlFfziL/4ifuVXfiW6ZFR5ppRVqjyN4G4F8FkAfz/LsrdCCF9B3S2iRM9CCOe/yUqWZV8F8FUAaG1tzdwk9g64yaS+OJrmzBBIE1jNYT6nCELfSSFEYU90xhSdPJGGwlvNy5WVlRjmk7dQwx10nOjapxBCfB9j0MvlcpMAHR4ejkmQ3njjjbi55OHDhzF+2hdcdTGIERPsM2nCCdDR0YH29vbITLOzs7h69SomJiZwcnKC4eFhrK6uIsuyGFXBkDgiip6enpgyIMtO8y3v7+9HJLuxsdGUYvPw8BDb29vo6+vD7u5uVEgcKzXVdQy5SFwsFmNGx5deeglXr15FsVjE6uoq+vr64jFhurahi8oAYjQAfZHqmqpWq3ETC5XB4uIienp6sL+/HyOPmLmQi43qt/SxtnnQZLar+43CsbW1FZOTk1Fg7O/vY21tLW6kqVarWF5ejr57R4SdnZ0xkZSuAzlg4X+1cP2aKiEXxuoK0/5R6KoLyV0Dam2zaPu0HVTsXJvIm3PaFlcEjPBiEihVzLoozWfVwleXiiowbbcKZAWTW1tb+PrXvx750RdY3XLJK08juGcBzGZZ9lbj+++gLriXQgjjWZYtNFwhy43f5wBMyvMTjWvnFiWMMgqLolHvMBmVO+dSSJz3KFrWhUISVxd6WltbMTY2hpdeegnz8/MxSZMyoJr1eX5BANGNoZOBjMrt7fzM+GxulOns7IxnIjLmWvN1a7QA47EZ2qfCSCcfCxdX3G1Sq9U3qrzzzjvIsiwKN+625NFl3BzBeh89etSkeGdnZ/HgwQO89tprqFareO+991CpVDAxMYFyuYxKpRJj5rl1f2dnp0mAhxDiij370dXVFZmfeYz39/djHpr5+XkcHh7GQ3WZuc/5yP3Buv7Q2tqK3d3d2EemHT48PMTY2FgURru7u/jud7+LLMtw69atJp7ixNaUAopsfVHKXYOHh4dYW1vD6uoq+vv74w5Rbs9nBkS63nTPAceBpz+RX7W4oOR92i62ieOsPOyIVutTxKnKSQWr9psuQRVc7lLhde8H20gg4X1TucE5qvNcc3uPjo7GPR0EgCkh7VZGyj+utM2yDO+//37coKPzhm3kfaqwUuWJgjvLssUQwkwI4aUsy+4B+CkAtxt/XwTwa43/v9d45PcB/CchhH+B+qLkZnbqUsl7RxNDqAnl2kyvKQMQQah7gr/RZKagpPBlXXxG067q4DAftMZoaz3OfKrdfRC1n/pu5gz2iUnf9s7OTtww8o1vfAOFQgEvvfRStDCclgwXc2GtQlVpTWtA/avc3KHbokknmvEUHCGE6OcbGRlB1jDVeaDz3t4etre3sbS0FP3KPT09KBTq+WW4oUg3oig9GS7FNj58+BCLi4soFAr4oR/6ISwuLmJ2djaemcnTh95///2YfU2PoNOxYL5q3YSUZRl6enqa6Lu9vR3zTWRZFhVMoVCIWfnID3TBMMzUUSo/azSN8gbHoVQqYWxsDPfv30ehUIgbqXgO6MHBASqVCh4/fhytK/rFqbD39vaiq40x7Kn3KXByQeyoVueiz1Fd+9A69Z3KjzoeCiQ8skWFWgrYsb+O6lVohxDi+ozyOHOFsC6lgQp8t0JIO32vzsMUnXTDlBZtv683eHnaqJK/D+Cfh3pEyUMAP4/6wub/EUL4BQCPAfxs495/hXoo4IeohwP+/JMqT5kG2nEXdm5O5BEIaD4oVKMGfOVfERfrpw/xzp07MTmVm186gHlMTbeGCnH6lbkCnWX1nXYUFhTmx8fH2N3dxcrKCtbW1mIUA/Ns0HXDeoE6I2n+lVR72TYPu+JnLqCy3US7ukuUO8a4CEMG7+vrQ6lUiqfB37x5E4eHh5iZmUF7ezteeeUVtLTUD4ulYON28jt37mB4eDiu0hcK9WRVjx8/jmPU0tKC+fl5FAr12POZmZmYG4b029jYwKNHjyL6JMLS8CtOSvo3GQGgcdLab57+wygPJr1nWBePCxsdHcXu7i6WlpbwyU9+smmNgeOkvEQrgvzDSBL29fr163jxxRdRrdY3cczNzWFlZQWjo6Po6urC+++/H08CIi90dHQ0WRn03ytCVrDBDUWKjlVZe/tTgsn5jdc9OkfnsCNOn/c+96kQNM7dUWoKrXKOMpGVrqFR6PMsUL5b55S+Q2UM8+Fzn4TTSIsrq5Ss+J4h7sYL3wXwZuKnn0rcmwH4paep14tqdS15Czv23vi7alngNH8xP5OZfAGD9fBZ5kRhGJ6ibVUeaikoCifK9xzDXEQ8ODjA0NBQ9CsPDAzEfBIcPPqBNZ84F6r0PkUUjjyULk5fnahUHkxxyRA55uamVcN3nZycYGVlpSmTGc3Pzc3NmARsa2srHoLMQ3QZqVMoFKI/uqenBzs7OxGx041ycnKC9fX1eIBEV1cXyuUyrl69GrPdsT3VahX37t3D6upq02kwOu6qvADEtKlURnQ7lEql6HtnXRRCHDPSr7W1FQ8fPkQIAW+++Sb29vZiGKlG3CiaIh3V6lGBSddeqVTCm2++iZmZGTx+/Dj2bXNzE9euXcPo6GjMux1CiMp8YmICOzs70WpQ4cK+qy/WUbLyh/qvXZgqPymQccHOa3xeLUX9jUWtYgUbrkgUaOk9LGrtcMFWN7NReatS8PbyzxctT05O4rqV/q7ygc+mULn2TRXD9wpxf9+LC0H1yQLNuY6dOMrsujDHe7hg44MLIJrP3NjB76r1Dg8Psbu7i5GRkThBFImw/eomYbs1llTbQJN/fX09Rld8+OGH0Y8NnE6ko6Mj7OzsxMB9Z1qdSHwOaI4OcP+j0qBcLsfFK25fB9CUfJ67CzmJKQwZU8vfWltbMT8/H8PXSqUSlpeXY3ghsysWi0Xcu3cPhUI9nnhychLd3d0YGxuLkSb379/H+Pg4sqzultjY2EBPTw9WV1dx8+ZNLCwsYGNjI56rSCQ7Pz8fx0LNWAptfiY/qeKjYg3h9AxJ4FThM52whnpybOn/zrL6mYLcXceioa6OOFXY+HpEW1tbPFv0gw8+iCeshxDw8OFDDAwMoLu7G2trazGZGq2MFIpVganvdZ5Spa88pG1WQZmHGhXo+JzWcdKiAEr913yOY5KyBPyz9kn5Wl0mjBZTGaK0UeuE9dF1qtatuk71vaoUeR/fl0Ln3xPE/YMozjRqBnFgdTCBtA/ZP5OBPRCfk1d34xUKhYiqgbOxw3piuGZm04FS4eCan+1hPzWKA0BcvFRGzbIsplVlnYxF5hl3ipg0rExRu08EXSxiXwuF040vfX19TWcpMgkT368CgM+yfp7IwgVOPsN2TE1NNU2IEAJWVlYwNDSEEEKMxb579y729vaitcEzNpnqlONDhXZ8fIylpaWmEE9utFKhUSwWMT4+HiMxqJxIV4YqcrzohuCkDiE0HdpBxDYyMhIFHPOf0yVCF0ie0FNa8D2kLesvl8u4du1aTKTW2dmJe/fuYWlpKUa+8F4m31K6O6Jzs1+VCduj9+u8Ss1fVYg+FxVlk09VoOvc7+zsjMm5eB/nqMoKbbcKVa3XES4FLnCqjPlfFxe17y5UHX27DErJp9R6gV5T2rr/PlUujOA+z8Rxc1IFZR4z6SCp2aHEo6Dmu/S9ZEJOVC5gAKe5vlNI11FH3uBQwHGAVAAr0wGnmRPZJk5MPelEUbaGMmm/3a8bQohRIpOTkxEpt7a2xlPlQwhRuTB5lS5gUtgBiO4f4HTVX1FRlmUxxzlpyd80j8xLL72E2dnZ6GYZHx/HjRs30NbWhvn5+Zgrm4t1ipBU4TEqhOsFdKdwLD2evq+vD2traxgdHY2hdiEEvP7663j77bebLD7SiMK4v78/7kS9e/cuDg8PMTQ0FMNFuTlLeUFRqfKdFkV4R0dHmJiYiMI7hHpc/d27d2NmRtIcQFN0hb9LlZu/U3mPPKWCxJ9xy9cFqJv9yue+6Eee5HtVBqTQvgplb7e3VQGL1qPuMwWL2j63kli3ygC1wNkmV0yqnL3fHkJ4XrlQgjslDFV4aYdZfMLqMz7QigrV78mig8NIA6A5jtNNPf7u7/Xik5KhdzoplPGIcPX97C/vJdLUE2DU1NM+qRlORcSJUSwW48GxzGzGOin8FGnzGbqBeI0LdI6C2Bb65zkxuWDM9jEHytDQEB4/fozx8fGYyZGJfNrb25uShGm4Fv+48KuTnhup6A4j0iqVStGPTJOXaTdpPg8MDMQFbs1pwxznzGHy6NEjzMzMRJTY19eHu3fvoq+vD/39/Wf8o/rZ+6BuhBDqSYju3LmD/f19fPrTn0Z3dzcA4IUXXkChUIhrDYzgYf8cbavSVb+xW7neRvKV+p21fVqnPqPjz3u5X4JFo7V0PvhzbhU4smcfUwpQn6XbT11pBBoaJeWgTC0Wfa/+Pw8pO039fn2npuZNlSduef9BFgrWvE6liKID5oTWeyikVIPqllYfDMYtq9Ajo/pGA2V01/yubSmMHYnwGd3yzPe44FaFwncSZXt8q9OVf4o2meuZv+kuTi7W8VBmneAUhJzEKlA5gXQic5E3VbhYSWuGft2dnR1UKhXcvn0bjx8/jgtsKjQooEkDXQchnXSrMyNyeD93y9FVxegdtTx2d3dj/vHBwUFcuXIlxlhz8xH99cxXwTHUDImkoU5gDwlUOrOve3t7MV5dlW5bWxsmJyfx+uuvo7e3N7aDz+UhVAU6SidtQ6q45cui9TvP836dpyr4aZXp3GCd7KMjWeVlzhner/Vr+zgeTNBGIKD8o3TQkkLK2k59Jk9u+XW9X2kfQoiHGueVC4O4gbPE0Y76YpB+1vAlNVeUcRxZuMZ2ZlBCKsrgNUXLKUXjmlXb7DHk/EyhrEyeMrfc96b+Py8qQLVfijy4I5OHL3DbOd87PDwc41xVQLJtilo4kXStQP/TX8y+Kp3oAjk5OYlpVbe3tzE8PBwjVQDEnCBUPvou0kV3ttHXzGgZomRaHoVCIS5EZlkWN2PUajXMzMycibtluCN/GxgYwNDQUDzcg6lWuaEjFQ6XAiJqxqtgpXK9ceMG7ty5g+3tbQwODgJAdE2NjY3hzp07Z9IuKM+oQFd+dD51vtP/bI8LJN6jffCoEL7Px0vnvVtQVFDqyvC+pTb6aN1etre3o2Wou41Zv69TeX16L/udcpE8qbggVxdtSnlouTCCWwWuC06/xu/q+uC1FApg/azPnyHxU4iI93hbvK7UPY50UoichUyn3/39KX+kT0RnJGU8naQtLS3xhPelpaWYIIeCi2iap+icnJw0uUecTmpm87qiejLj1tZWUrCEEDA+Po7V1VXMzs6it7c3pmo9Pj7G2NhYTNfL/Cu12umZih6uxknV0tISd2FysZW8RpcI388Y9VKpFDdj8MQfLtD29/dH94oevMDt79xcxBQFq6urMba7Wq3GI8/UKlB+8HEnCg2hHl++traG2dlZdHZ2YnBwEAsLC3Gr+9HRUVyw5kYm59m8z84vPh+dt/W7j6fPVa2Xwok00LaQTxSI6K5kXXin1ejC1RWRzk1tB8MC8wCbyggqBuWVLMvObOhK0Zdt8LnPsaUi0P5z3eS8cmEEtwtQR5pA8w4lFmemFApWYjsRtaTQbYrxWRx5KBOl2qgDpNfz6KHPu7DPQ0r+fvaB5rXW09vbi5s3b+Jb3/pWzKbGCVGr1TAxMRHzfCvSVuThk0IRlSqQzs7OuP1en6cfvVAoxITzTEDPwsx7PN+SGyWy7HTHLCOEmGdGkVOlUolhfKQbF3jL5XLMIUGBpdFCWZY1LfJRQG9tbUVBT4Vw7dq1uC19fHw85k7PsgwffvhhFOjV6mn+FuB0EU7HRlEkJ3lfXx+Gh4cj2l5ZWcHS0hKmp6dRKpWwt7eHgYEBnJycoLOzEysrK7HtugHNLc6UFad85SFuztcpvqRg1uvKlxRS7gdXAUz+oRLREE51w+lzrFvXCBxQ6Nim5ATb7kKc9TLahcEB7jrVcdPPTG3h7h/yOseBO57PKxdKcAPpldmUcEyZTClhzGd0EDiQeeaI/pZCII7QtX3al9QkIOM58ldG90FPuXa8vS5EfSKykPkKhXrWPm7k0UXGw8NDDA4OYmBgADMzMxHZ0Aes5qjSROOPneatra3o7e2NC6pKHyqWra2tuACm476xsYErV66gt7c3Jt6iwGVOai40lkolDA0NYXFxMfqpNSUv6cxoE27e0fBOFVSkIxcqNzc3o9uIv9GvPTY2hsHBQXR1dcWdohsbG+jr64vHub3xxhuo1Wp4/PgxXnzxxbhBS3N0aMSQ0qinpwdvvvlmzEi5vb2Nzc3NmDOdKQd6enpiGKwuKKowU350vkmF6qngS80x5QX9ru9S3tB3sH8q2Picot2Ui5HPMv2CZoB0OUJFrm1KffaNQRS69Ikzq6aWlNXBdrO9RNKFQiFm8STwIM8RyKgyS5ULI7hZlFGUWXRR8TzmUd+z1qODlhJoKiBTROPzZAA+oz49NQfdLOL9QPNutTzh6ogopRi0f+7+SbmGFLmEECJy1G3+RIE8IdvdMIqAJiYmzqA6bbOO39DQEMbGxvDtb387InpFIUS6PiEplN955514f1tbW/RDDw8PY2lpKeYaKZVK+PSnPx0XMRkP7Is/hUIhHsLMdLK1Wi364NWn6mCByo4Cn/1cWFhAd3d3DGtcX1/HwcEBZmZmUCgU8MM//MNobW3F3NwcHjx4gLGxMdRqNZTL5TjuAOLaA2mnAGN0dDR+7+vrw2c+8xnMz8/HuHNaG1RajKd3fzOTKyn/OThxlKxzUZWb87JbnnxGhZn7q2u1WjzUw+eAA5O8ua/vSy3SKyDQ/vCzFu/T0dFRpBnTICgNUkJWFT9dc3z/zs5ObI/+5fXNy4UR3HmE8896fx66dkK4i8DvdWGh/93c0UFSYanPnIdoUkI41dfUJFAk62id73XEm0IfHudNtBxCaDpVxX3qfIbKkSGLROQ84suRUbVaP+CAZyeqINQ+si0UiOwzwwx5P/NNAKcHX9AXvrm5iW9+85txYihN9XkqKX6fnJzElStX8K1vfSsm+HJ+Ak7zV7OtDHF8+eWXo1vk4cOHcWt/oVCIOdRHRkawvb2N2dlZ9Pf3o1qtn5By/fr1JsSt6JBmuVtmHLPu7m7cvHkzJpBihszu7u6YYdJ5K8VnygucM+QVn5u+1qR16DuodL1edXkqfXXeKCBxV4qOp/I+XQ6qJLx4PSk+dyCk71flQ35IuShTtOW84Q5bAh7yvLpofEHby4UR3D74rhl98ulnXfBIoWXfQsw6gWZT/zyN58Ja25vS2o5k8pSM9y9lCaS0OfvtbXdk4orBFYALTkcl+hxNOPZpdXW1SZGoX1r7TYXAZ9X6IT09flejQijAWJ8KZMZZb2xsxKRbGupHJaTuAvrBFxcXceXKlRgeNjExgZ6eHlQqlTNCgc+qVcBQsmq1Gs8Bfe211zA2Noapqal4WPVnP/tZ3LhxI+5+HRoawsjICKamppqEjStgFndxkEZE/iGEuCV+Z2cHW1tbWFlZia6SlCWmgsF5WcNQldec59SSU2TtrjC+g33jmPC7A60Uv2s7U6CKdOLvuutSaabtVB71dtPVpPOC93OthvHorlTVolAFxPfTylQ6FgqnUVJKk7xyYQS3a31l3pQ243USRYVUnu9amdMXg1Lm03lCmsUVhQtLRxLn9T+vjylEpBNGkYu7TLQtyhApK8MVifZZrylK0egIzQmjSovIq1qtxkVCR2raDpqiqggoyDlpOKmYx7ujoyP6z7mhyPOKKM1aWupHeK2vr0dXDN1D7K/7aEk/Ro5k2en5phsbG5icnEStVsPo6CgeP34czXU9ROPg4AC3bt3C5uYm7t+/j3K53BQ5AqDpu+d8Bk4FxM7ODt59913cu3cPJycn2NzcjO/iYrTzq1s2eQJTacBxdCuPdFQA4LzlyNUBQwqosJ2OivV3rZv3uqWnAtnnoCNt3k9eZd+ZIVM3m/E9nZ2dMa+OuhuVdtpfpklIWYPsj7un8sqFEdwsZBBHiq5tlan4nfelBAxw1j+eEhouGPPqZ3F3iffBzT+dACmByOddoZz32dvOz46m2afx8fF42rnWl5pUPlGdGfU+Mr4vLuo7iCychnoPozXoj9cEV5yEfH+1Wk91yqJuIO6G1CiR9vZ29Pf3x5BHKhS6cTTrXyo1LtuteS2KxSKq1SpWV1fxh3/4hzHEslQqxUMOBgcHsbe3h+npaczOzmJoaAgrKyvo7u6OVoALLV8k9P0KWVY/e5MHXtOfr+Og88HBh19zZa3xzF4U2TryTvGoj7Per3zrbeW1lLA/732peelzIgXWFB1zkXh4eBg7OztN51iGUPdTd3V1obe3Ny6sq7uD6zF0idAvzv0QlGHuukwpNC8XRnBT23guAeCsG4X/XbilBLKWvIH04ig1rx5VCFpfyv/M3/PQu1oYamb5O11haZsZVqdbdrUdpO/a2lqTxqd5x4lK9KATytFASkGS2X0iUoDQdNf+ugLTvlJw8XxENUX5fLVaxdTUFLq6uiJteGwXE0iRXkxQdXh4iL6+Pmxvb6OzszPu2NSNRTqeit7Ydv2NyoGLkUdHRxgbG4sK8lOf+hSGh4dRq9Xw7rvvYmVlBXfu3IknCG1vb8cEVcp/KZ8vBV6hUMDw8DCuX78OoJ5oiyfApxRACuE53dX16Ka+85p+dj4Gmk+H0XvIC6nFTZ+PbvH4fPPrnkyM/UkpH0fw/K9zJ4QQj+UbGBhAT09PUxIz4DSUz+eb9pX90JznruxUSabWFbxcGMGdMp/PczE4cyshziuuyf26a+qUcnCUmRLEvDflX3el4y6PPFThgs39crpwlWIiomX6RVny/HwsqfUBFdauSFJoXeml7VR6qDDX9up/HnqwtrYW69REU1z156KRbuZoa2uLgpsRHdvb2007OX3dRIWMCgNV1tVqNZ7swzp46sxP/MRPxO3vPJm+u7s7Js/q6OjABx98gKGhoUirFH/qNVVGi4uLWFlZieNIIe0HgqTq0uIKSoWLK+IU7/k9bq2yblXe/O1Jrk2d2+4eUV7z5Gf8ropL6ahjq+8D0JQSt1Kp4PDwEJ2dnfEMU939qQeZuJJi0feQBkrf1HrCeeXC5CpxLfmkokxGRlENC5xdQFEhz+LoJCV89bOjbUWM+l5HaTrh6AJQJvQB1zp9grA+XleT05WIvl+LTmrWoaa21kNhxPu0XSGEpsgBCg2fjBwnpYW3x/3zbCPRCJNT8dQc1qv+8CzLoi9ZT2yngGcuD+44zLIs+jEpGEqlUnJMFY1qn/iOvr6++NvGxgZWV1exs7ODx48fY3p6Gt/5znewu7sbz89kytnl5eWm1MLON66E2Z5SqYRXX30V/f39ODg4aFo81rUGnRt5wEX5kgJW+dSBBZ9JzZ9UW1PgRmnqSlzHnp+Zk8Tb4/XpmCkvptqaAkPaniyrL5RXKhUsLi5ib28v8r2n9nULRa1ULVyf0cVPH58nycALg7gdQQNn3QMphkjVw99cWKWEcGoQvX4l7pMQsdfpzKICLNX+1MTydvM+R3556wOpOrwebaPfz3660nA0l7IMfFxTVkVeW3nPyclJzFZ4cnLShLaV3kScuiCpSI8n1ZdKpbh9n2df8rQfFioEVzKpPvF9Kysr8fR6+q03NjZQLBbx+PFj3L9/P+ZJoQLZ29tDZ2cn2traYlZDdSO4cndh9vrrr2N1dRUHBwfxXE+geeel0sjnkbsjlGbqLvF1G1fMWofOWx1rjwbKE05Kc4IYBTo+R/geRbjeDi9OF+033YY6t1i44N3a2tqUnpj3pVyAfI/3SWmu9PLrqfJEwR1CeAnAb8ulmwD+GwC/2bh+A8AjAD+bZVkl1N/4FdTPndwD8HezLPvOE95xxq+rwi+ltdyZ7/WlhL6bdymNnUI4PrCpd2v9ZDT/XdutApz36Y5KRyGsg3X7ZEyZw9oXRyNsA5nU6avvIDMqymZ7dBsy61R6Ky0dmfjE0LHStuvi5HkJeGq1WpPPUReSOjo6UC6XMTU1hZGRkejj3tvbw+DgYEy0BZyN1dZtynmbJtin7u7umNDqvffeQ6FQzxjInXfcgTkyMoLXXnsNWZZhYGCgycxXAcLCuHYNGaMJrz59dZU5T1DgcBx9XcXnHovyDhWa8hif96JWgwp2XXTVI+UKhdOQOLdmWMd5csDngSsQ5UsAZ2jV1dWFQuF0o0yt1nyAOP/zAG8NWWU0ivZNN9x4nL7KIn3G52heeZpT3u8BeKNB9BYAcwD+bwBfBvC1LMt+LYTw5cb3fwDgpwHcavz9KIBfb/w/t6Qc8sokymT8roI0pTlVuClTuumUWoRxxnUfeoqplLHy/Io+KfxeRRSOolOIg8+n6vc6HWmrsFXaOMLKQ1n67hTt9H+qzS6gU5O/WCyir68PKysrTW3W59W94+NNGu7t7eH+/fsIoZ7bemlpKZ4VODc3h/7+/riN3JWdo1T3tdZqtYjENjc3I/LnRp69vT288MILKJfLcfddT08PAOCVV16Ju1VTyNDpyvfu7u7ij//4j7GwsIDr168nBY3ez7aqW0uL8oyjUUeReWjQhWtqHqpi93eqlaDjqte8feetlzgdeE35RdtSrVZjbL6mddZx10OXmYcdaI54ooJn+5gamQCgtbUVh4eH0Z3X2toaF0FT4DBVPqqr5KcAPMiy7HEI4QsA/lLj+m8A+DeoC+4vAPjNrN7jb4UQyiGE8SzLFvIqVRTG7ySUojafmCqM9Z7z3sPiDOHX9DvbkprEvN/9Yql6vD6f/LzHGVNL6ncX9LzPB1/pmpoI59HnvL5o/d4uFcisQydOita8xjooDFUwqIBwwaB1EGFycjNUD0CcKCcnJ+jv749Z9XTHH+vglmf1cbPdnZ2dyLIsxvoykyLzThwcHOD+/fvo6+tDX18fBgYGcOXKFVQqlRjb/iSh6EKOfvyWlhYMDg5id3cXm5ubTRuVXIh6fT6u7JcLOArRlIJ3P64DHp+rLBwTHS9vk84PRckp8OH9SoEBt7i1r4XC6WlYRN5MA+xgjOPMfhNZZ1nWZBEyfwpQT+jGdST2g6Gu3BOgUSff652TfwvAbzU+j4owXgQw2vh8FcCMPDPbuNYkuEMIXwLwJeDsrjFHTUCzcFfBoKjAhZrW13jnGeGv5pULO0eT7t5QhtX2eFFmTAkzR3b6e55C0utalyNNXfBS2vmxXY6OWIf+lmqzT16np6N3Vw6OaPQaNz4ofXX88pSu9kVLtVpNItJisYiFhYWYo9mRT0oh6O/d3d0xNwq3mhNZMxkW04gODg7i+vXreOWVV2JcsEbQeN1u6bF/5XIZL774IhYXF9HW1oZKpRITbekxeyke1n7ob35dx0Tpq75ufk/tuPV3ckw0CoPFFYBa28r/Kny1va6gXAmcdw+vER2zjYxG0b6x32plAWhy+TAFMBfHAcTDuNva2qJV19raGpNNMdlZCkSlylML7hBCO4C/AeBX/bcsy7IQwpNDQZqf+SqArwJAa2tr5ojChYcLTRV0LpRck6fQBt+lgp2M4lnE9H3+nL+fbU0hcGUk99edh2RTgjTvvfqOvJh4p4XW7yjJkduTitMp1W99r46X+/9JY/q2OeF1nFwRuyLQQoVFlM13HB0dxXzkqQN9VUFSMGr/mIebuUN0lyijR5hlsVCoJ7eanZ3Fn//5n2NiYgKf//znYySL0ivlUmAplUr4kR/5EWxsbOCb3/wm5ubmYlikWlTOh6oEVDno2LmiSAkUpbm+L8Vj7l5MuTm936k6Uvz0JF7Xe/2zKxn2k4dzM3qJu1FVFqWAGl1VugjLBeednZ0mvlaf/snJCQ4PD8/MjfPKRwkH/GkA38mybKnxfSmEMN5o4DiA5cb1OQCT8txE49q5xYkKnJpCyoTq7+U9+rwPvAs3rd8XyVifLsLxXs97wKLC0t+pv2tb+Vn7xYGkkNJ2uyDR57W9KWSdcrU4Cs8bBxfkSjstrlyVpimfJwv7rH+eQ8Mns9avtNNrLsidZj7OR0dHTQJMF5LYHp10esRWsViMYYqMLGG/j46OsLy8jGq1imKxiPX1dczNzeH27dsxJevt27cxPz+ftBScZ51+3AU6MDCA0dHRiBAVdPiccRrq+KWURIp22ibnA+cfV54qIPlbCiSlLF/neW8jeU35JdWfPERLecOUBgMDA/HYOZ+nLAxR1AVG5yvth55tSRfc5uZmRPh815PA0kcR3D+HUzcJAPw+gC82Pn8RwO/J9b8T6uXHAGxm5/i3WRwd+MRJoUG9j/c4g/tApQS4v08Z3LcdO2JItYX36DtcgOZdSwlN7yc1dgpBpNAIP5OhdIutvkcVidJOaavFQ6Z04rofXduj7aTAdHrpJMyyrGmLuStLt35UWKnCdX+nI0nexxhm0ottIYjo7e2NlsLe3h5KpRKOjo7iGZWvv/46isUigLown56exuHhIarVKra3t/Ho0SPUajX85E/+JEZGRvD48eOm/ioN8vhDx+CVV17B4OAgRkZGzswX9pWRJ6ro8gStjpPOSR0f/d15M9VmuhzyQIb2zfvolgev6Xx1/nW/u88nL9q+/f19HB4exmRjruwodHVOcSz0/MtqtRrj9lk/38X0CsztrcpKxyivPJXgDiF0Afg8gN+Vy78G4PMhhA8A/OXGdwD4VwAeAvgQwP8C4D9+ivrjhCRzAadmmvthVRiroE0hLkdo+pl18r+HZOlnz/HNkmfWOKO4EE6h3pRyUo1OOig9tA5ufkm9T5/jZ58wwOmiqdJVmUjp4WjOhbdbS3yPLjDq+10JKO3U/FQBroJCx5K8pPWr4HAhqTRnDmunC1BPLETBzfSwfJ7HqJXLZYyOjsZYX4YoDg4ORv/n8vIysizD8vJyzHPBelzoqOJwmrG0tbWhu7sb3d3dTSll29ramvg6BRao/Jw2muxKFbq3LwVenI/1mgo7f44KRhW0FgcjKT5PzXFvp1rbOn+IiinANzY2mupmuzS1MNvA6BHtn/rIle8JoICzAC6l/Lw8lY87y7JdAIN2bQ31KBO/NwPwS09TrxY1nzghFQ24P5PPJN5/RrDyvz5PZnWTisUntCNIZyB9TpnS35kSlvqsv8uFi/5XJkyhR/btPJ+/1uV/jmhJc2Us1ktTLzWJvN/nIYlUWKgKfKWV013pR+WiQsbN1jwXWd7YFgr1k0t4aAGTVWlkyNbWFmZmZlAqlZoE4sHBAV599dWYSW5paSlmNJyensb29jb6+/uxvb0d44SdbjrOSq/l5WUcHh7i1q1bAOp5S+bm5hBC/bRwZlSk8M8ThjqvFBnrmGmbfC3CAY6Piz/vc8Lnc6q9KpA1nQH5XYWj1udZDJ3H9Z0pK0OBwv7+flO+eP7GjV169JjSVpG4Khy97zz5oOXC7JwE0olfVMt7ca2uggbIX+hMoS0lXEqYsQ0qxPw5R4N8RhnB7+dnXaBLKRJHZM6wLrSV6fWaK708Iaoo19GV9kcXCr0+FaSkhfZNx4DunzyXidbvTK/vVOHrgphtV0uCq/8ae6tJtnxs6Y/kNmjerz7Lubk5tLW1xaxxXLi8f/8+WltbY+TJ3bt3sbm5icPDQ7z77rv43Oc+F3eFMnmU9tkVI/u9urqKw8PDGGLIE3doqlPAcUx9HpDvNPugFhWK3iYfS4a5ab3+jPKUggodex1vImEXhop4tZ2qqPOOAUspCDBjZAAAFdZJREFUL5+7zlM6z5g2FzgFnQcHBzg8PERLS0uTay81//JAYF77vFwYwa2TOtVRID8BlH53jekC0gWf3ueKw59jG1hcEHp7vV4XZD6IbFsKaWl9ecjYiyMzvd/f4+1IKUUdK5+UXtxH7G4LryvFwK5MdTz0d/UNphR1Cv1z8lEwlEqlKHQ8NliVh6bk5HVGBpCmFDSMFAmhfoJ9S0sL1tfX49mFjCTo7e3FgwcP0NPTExHbxMTEGdrkjfHs7CwWFhbw8OFDFIvFJqTvAoTPOF/53NL7nsRrqTmZ9z/1jAp74DQQwNvnoErbqAJXkbf20+eV9zPPX6/zgvUo//NZhvT5O1zWsA6lr9PluRHcwCkBUv6vPK3pzMjPfMYRoA6CIlx/pwfA+7O8pmFIzhg6KC7YXRBpm8gYeUXv4QRNbYMHmhViyhRlX/XZvEnmFgKfTVkJPpGUhnyH08RN89Q9eYJEnzuvDymhVa1Wo/vDsyuqO4Bt5O96cjqFDw9a7u3tjfm8HZWXy2V0dnbGLfE8em1paQnlchmLi4t4+eWXYygZaZdSckdHR9ja2sLu7i7+9E//FAMDA02+cBbSQ3eeOo2VZips3MWUl2eEyk3bq+9P8ZHSVd2lefNWhaXPUXePpPjdwYhaB6nflYedh5RmuvBIq+5p5rre47Q5r1wIwe1IzxepgDTqcq2nQjNFqJTG0+8p1KdEdiGSQnYpZvX3qyLKsuwMGnUFkFIs/lmZnc+7m8AFa16flanyJlFKOTrdXfBlWbP7xi0f0lhztnhhXe46cYtCUZP20fvjAssVOX9XIVGr1ZoyD7LNGhuucdzMkVKpVFAqldDW1oaFhQUcHR2hv78fh4eHMUf68PAw9vb2sLOzg76+vqY+Hh8fR983cBotQovm8PAQi4uLMTxRaebbyV0w5CFABREpGvrYcxx0QTtl4So/+3xnSJ7ypbrRlPdckXub9LsrM/fR85nUWojXmZozymfeRv4pH6XA3tOWCyG4gfQOLZbUoPCePAICZ1NbulJIJSxKCX1HC97GlJZ3JcTftM2OihUBaR2unbVoH10w6++uGFNMpvQ+b2KlxiUltLVv/H/eyeKKgtzfqRPAhQ6vOcJXRKWx2SklqLQoFE6TBmnb3XfLED8+R3cJI0XK5TK6urowPDwc07weHR1henoaa2trEaFz48za2hp2d3fR2tqKt956C2+88QZ6enqiEFtYWMDVq1fjNmr2+cqVK/GgYprrPl4pS5a0V770hUmnsc4n51elvYMG5RnlHXeHpO6nctI+OM/4M3R56W+8xjbngZo8JcB3n8ePyi/Klx4g4H32xdMnlQsjuFMISTWdEzc1+fy7MlQewuB9KQXA/z6Qjqr9PTrIqfcq03NAU9rXtb+3z5UJJ5z3LYWgUgyXKs6IOmG8Lhd+/JxCXIXC6S7GlEJSOnofUkIhZXnxPUozH5e8cda+u+LkPZqL2RfFuHjJhFaFQgG9vb3Y2NjA0tISQggx1psuFZ5/OTQ0hP39fSwuLiKEUzfL1NRUVAakPbfNq19XhUbKv+vX1FpJWRykvydzUt59kjXqQCalfB2R+rxzYMJ76RpSy5X0cVTuawZ5FqO2PeUuUd7wfqQ+6zuVXho14/05r1wYwa0TlBoKaBYCeq8LizwBrr+7gM6bvHnt4+DrH4sPKn87z4+lffPUjiy8x32tin7YPr7PlYu3Sa89ScM7QnIBnFIAbLMKBO8/UbDfk2prahEtr06lgfKICmCdsERhymNUgC6QKCxYZwp5absODw+xv7+P9vZ2tLa24urVq9jZ2YmujEKhEPOaqCupu7sbn/jEJ7C5uRkPPj45OcH8/DxeeuklHB0dRZdJpVLB9PR0PHdSBbAWBykpXspDsRSKKcDhgtiFndLR/es6VvqMFn2n7gz1+0k7Cj9HrxTiKl8cdLl1oryjc94tGRfeeo/WxXa560WRfArFp8qFEdw+cRzhpZCRLmgAZ1eaXWOz6G+O6lImpRPThUxq8D1USQfXw7p0Inl/HIG4z1iFiNLOmUB91kpf9906wlEERkFFV4K2yxViyg/KcdbNNC5keV2Z3wV16hmlsf6mbUk950qB7VMrQU+W8eLv17FkW1tbW9Hb2xv/0zXC1KE6Nu3t7djZ2cGdO3ewtraGycnJuHC5u7uL27dvY3V1FeVyGVeuXMH8/DwODg6axoc8lrJolLa6TqDCW6NqXEEprbROfXcKXGj7XLlrW1I5R9gO5W0XoOfxUkr4+hzWdzsfatE553ztfOEKUd1QLDpP9CCP50Zw6wRLTUbekxoUvU9REpFCSoulhJQLUf6WQoDqO3btnRLWzih5iCcltFKLI1rykIUiFb3PBWqK9o4oNGZV35vnw9dxcDp5VILWo0ydQh4pZZ56f2qSurB2oabtZnEFmWqTAwnlI47H4OAgOjs7MT4+jo2NjZgLnHSp1erhg93d3U0K9s6dO/F8zIODA7z11lvY2dmJGQkZB97S0oJisRgTImkf1e3hscfaf6eLKm1V/ikBroBAaaKffbx83HVcn8Sb2iYdJ/7uqYP9/W6Zar98nuj7+W5vuyojpadbKW5teB+f5CJhuRCCO9VpFu2o38uBI7Lw33UCpHxwajI5avf7FQnrirejd0XcfD+LCwDtY15IXkpo5wnMlL/VmdZNSa03TxFqPecpPNbrY3ueoFQ/JO9JKWilm5rEqckIoMn/qnR2xZNCVaSTjosLAP9NBVsI9RN3mFqVOUTu3bsX3UNZVk9QVSwWYyhiZ2cnbt68GQ9ZePz4MSqVCoDTU9PpNtna2sLc3By6urpQLpexu7t7JnJEx9ndGj6P+FyKZ3UO+NgpL6qiyuPJVP3KG34vLRYP00zxLvuacm1oX1L9dRdaChz4/PT3OL38uoIo8qjX6+/MKxdCcOukd82eWsxwTZWKK3Wfr/7uxMwbWBcg+ox+VjPRFx3ykIYOqiPTVDvdNPX+pBQT6anmuNftEyFPGKfG4byJBKDJJfIkxKrvVgTDwjbohHIFxT/Ns5KaRClFmBpnb5v2OW/M2D7d+LKysoKFhYUzgqxQKDRtkS4Wi3j06BHK5TKOjo6wvr6OLKunGR0ZGcH6+nrM612r1bC6uor29nb09PSgVqvFRUqPpuC7UoLEecWFk87DPBSryjxPqDnvpZT4efPMFTT5wYGdjkHe+sN57/M5l8cXeX569ku34+t1f5fPNVUa55ULIbgp/PIGN4Ug/R6vL4TQJDj4rCsEJZyiP2U6Z0RFIPqeVGY2fYeGNfl7857R9utnFR5q7qXQo6Mc9odKzycoC+nhsaeONM9TCN4GnXT+jJutKcSUp1T1XraZqNtdWZpeICXAfMI6itQxT01uClEWRoVwm3StVouHK9RqtZhZcHV1FV1dXVhdXY2n6IyPj+Pg4ABXr17F/Pw89vb2EEJAqVRqynnCzTop8JOnWJVeqd+cx5z3lGY6hi7Eeb/OIb9PFYsLUOejlFtN2+9j4fxCHk7xqN7rh42460Npwe9Umr4u4gBCecaBSmoOe7kQghvINw/yNL4PPpDehKLEzxNsvJ//8xSBL9C4skmhDBcoPjh5KFTbkrpHf9OijKr1+zPuU1OantcOHYcnvQ/AmXHT9yrDp1C2tkvdI9ouvUefpftM25pCT64UdJyIVJVmbKv701N9Zz3MXaHb6fkuRdAhhHiwMJ8/ODhAX18f7t27h/39/chzIyMjqNVq8QAF3p/asu/0YZv4WdujQkl/Zxt5zVFtHt/wWaWhnhzD+lIINjU+KbDjQtFBSqovLEp7HV9/RsdX30Ne0MgkpVUKILBdPnc+Siz3hRHcQP4ChftjU0LRtbUPkgqKlNBn3T4R3X+nbUgR19Fkqs1+r7bVmTClCLSdZBpto09GoHnnWQr1K7J25eh1OwP7eKV8qVpvStDmjYnTzdvq9ebVp8/rf6Wf0yCFjlICPFWUbkTPvb292NnZwf7+flM7vV/cRKM5vQuF+pmIPT09KJfLGBgYiCfKT01NIcsy9PT0oL29HVtbW/EcRI69K94UGFBlxT7oOCtvsX9ujVGYaUw162A7PLEU14x8jJQ+DqzUJ50CfRx794+rwmJbldeVd31+8Hnnc60nNf/cMtb+sC3alxSA8XIhBLcOigtWN8n4OSUAfBKpNvUB0fc5o+RNdr8nRWB9Js/9A5xddNX3nPdev0fRlbZJJ4cypaIL7Wdq4Yk0TDGTCgJtj37OW7PQ57yfT+q7Tz5tr7ZTkbYDAOcF91drvY6+lFaKDB2Rel+Oj4+xt7cXT0XxsWxvb296nqj05OQE09PT8X19fX2YnJyM4YF0w9B1AtQPpt3f34/pXFPrLcoDefNHn0mBAR8/HVsXsDp2bGdLS0vTblS3jpTmHD9te959Ps9S7XSrhO1JjV9KJuR9dlr63MmTFx+1PNkL/gMqShzg9BQSHiSgJc+P5gOWQro+KGqusyiRHZk4ytS6+NmFgz+jDO33pJhU2+V08nopbLx+nVQU6nlKKzVZ1Q3kxzVpe9wMTSmb1CTw627p8Lu/0yeuK3Q+S15SRKSF1yk8FDF6/g1XOin+UZTGtmxvb8eMhHyGgoupZCnYj4+PY+7v4+PjGPK3sLAQt9Pv7+9jfn4+HrV1cnKC7e3teOhxyr9LVO9IWqOg1KLI89PqmLC/eXzFetlHbZOPn79T+SJl3aRAlvOk3st2sD7tO/vsdft81d/5HA+ASM0fvd/nx3ly4rxyIRA3cBb9uonuCdXzPgNnJ5MizdR9/l5lFCoArzMl3PS/tt+FL/+nBIAzvwrd1PvZTkV9bq4pHfIS02u7Uz5GVxDaPmUyRde6aKtt5QRKKVZtW2pTkdPQx8zHzS0MfV9e29kOFXBqFqcEg6JX3k8h5LlXHOEDzaeEsw1cwCwWizGPd6FQwNTUFEZGRgDUo1eI5pkrhSfzsN9eFG3yM0/M4f2p01lSQtJ/4+csa17E1ntcWKm7g2sZKQtQeTQFTvS/Bwr4XGI9rnz0vT4X9Hn1YSuvp+ZpHkBRWpBH3JLIKxdCcDsDpLS1aiQ1eUkwRUh5PtYUOtL3ehtcMOkg5KE+/XM3gradg52H2JQxtF3eNq03Zf55+1K74FTQuAA/by1AP+cJQqIspZX7RXmvCjcVHGyf9lfHxt1hOtGJatxfq23UvjpiZHspUDQroO5M1DYrXbRfAM4oZtZPXyxQ52Wi56OjI7S0tKBUKqGjowMjIyOoVCrY2dnBxsZGE5JVJaDnZurc4XvdLUE6qZLT9iqvkD+cn4Fmn7eCCE36pO/UOtl3ByTOP1q/Xs/jMQdOOlY6ZilftM9DDfPze5W/XFal7mN9nuwuhda9XAhXCTtWrVabNBevOUFYlNn4n9o6DxkBzav9at4Apyd8k7nddEshTzXHeU+KobwPigpU47JunxTOFD4J+ZluAe2v01JprP/5njyBqL+7gHOF623M65snL0rRU8c7tU3flYbSVyefKgDdbq18okjRBT7/VIg7ilO+USTtQqBQKKBcLqNYLKKlpQXt7e2oVqs4ODjAyclJDPNrb29HoVDAxMRE3LSTZXW3CueMvpMpZnVMfeOHgwzlc42DVxorzzivsrhLwUGT866Ou9JfeYDjQxed8qPPUX+3WpQcB+db9kNlD4vSQMcu1Udf9E0pHj6rc0jpo7x4nvAOT5LsP4gSQtgGcO9Zt+P7VIYArD7rRnyfyse5b8DHu3+Xfbv45XqWZcOpHy6EqwTAvSzL3nzWjfh+lBDCty/79nyWj3P/Lvv2fJcL4Sq5LJflslyWy/L05VJwX5bLclkuy3NWLorg/uqzbsD3sVz27fktH+f+XfbtOS4XYnHyslyWy3JZLsvTl4uCuC/LZbksl+WyPGW5FNyX5bJclsvynJVnLrhDCH8thHAvhPBhCOHLz7o9H7WEECZDCF8PIdwOIfx5COGXG9cHQgj/Twjhg8b//sb1EEL4nxr9/W4I4bPPtgdPLiGElhDCOyGEP2h8/0QI4a1GH347hNDeuF5sfP+w8fuNZ9rwJ5QQQjmE8DshhLshhDshhB//uIxbCOE/b/Dj+yGE3wohlJ7XcQsh/K8hhOUQwvty7SOPUwjhi437PwghfPFZ9OV7VZ6p4A4htAD4nwH8NIBXAfxcCOHVZ9mmv0A5AfBfZFn2KoAfA/BLjT58GcDXsiy7BeBrje9Ava+3Gn9fAvDrP/gmf+TyywDuyPf/DsA/yrLsRQAVAL/QuP4LACqN6/+ocd9FLl8B8K+zLHsZwOuo9/G5H7cQwlUA/ymAN7Ms+xSAFgB/C8/vuP1vAP6aXftI4xRCGADwDwH8KIAfAfAPKeyfy+JbX3+QfwB+HMAfyfdfBfCrz7JN34M+/R6Az6O+E3S8cW0c9U1GAPCPAfyc3B/vu4h/ACZQnxj/IYA/ABBQ35XW6mMI4I8A/Hjjc2vjvvCs+5DTrz4AU96+j8O4AbgKYAbAQGMc/gDAX32exw3ADQDv/0XHCcDPAfjHcr3pvuft71m7SshgLLONa89laZiYnwHwFoDRLMsWGj8tAhhtfH7e+vw/AvgvATBhyyCAjSzLThrftf2xb43fNxv3X8TyCQArAP5Zww30T0IIXfgYjFuWZXMA/nsA0wAWUB+Ht/HxGDeWjzpOz834PU151oL7Y1NCCN0A/i8A/1mWZVv6W1ZX8c9d3GUI4T8CsJxl2dvPui3fh9IK4LMAfj3Lss8A2MWpuQ3guR63fgBfQF05XQHQhbOuho9NeV7H6d+lPGvBPQdgUr5PNK49VyWE0Ia60P7nWZb9buPyUghhvPH7OIDlxvXnqc//HoC/EUJ4BOBfoO4u+QqAcgiBeW60/bFvjd/7AKz9IBv8EcosgNksy95qfP8d1AX5x2Hc/jKAqSzLVrIsOwbwu6iP5cdh3Fg+6jg9T+P3xPKsBfe/BXCrsdrdjvoCyu8/4zZ9pBLqORj/KYA7WZb9D/LT7wPgyvUXUfd98/rfaax+/xiATTH5LlTJsuxXsyybyLLsBupj8/9lWfa3AXwdwM80bvO+sc8/07j/QiKhLMsWAcyEEF5qXPopALfxMRg31F0kPxZC6GzwJ/v23I+blI86Tn8E4K+EEPobFslfaVx7PsuzdrID+OsA7gN4AOC/ftbt+Qu0/99H3Uz7LoB3G39/HXUf4dcAfADg/wUw0Lg/oB5J8wDAe6iv/D/zfjxFP/8SgD9ofL4J4M8AfAjg/wRQbFwvNb5/2Pj95rNu9xP69AaAbzfG7l8C6P+4jBuA/xbAXQDvA/jfARSf13ED8Fuo++qPUbeUfuEvMk4A/l6jjx8C+Pln3a9/l7/LLe+X5bJclsvynJVn7Sq5LJflslyWy/IRy6XgviyX5bJcluesXAruy3JZLstlec7KpeC+LJflslyW56xcCu7Lclkuy2V5zsql4L4sl+WyXJbnrFwK7styWS7LZXnOyv8PihBPId/sIPsAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -113,7 +157,7 @@ ], "source": [ "R=estrella1[:,:,0]\n", - "plt.imshow(R)" + "plt.imshow(R,cmap='gray')" ] }, { @@ -124,7 +168,7 @@ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7f43afcfb908>" + "<matplotlib.image.AxesImage at 0x7ff075df4470>" ] }, "execution_count": 7, @@ -133,7 +177,7 @@ }, { "data": { - "image/png": 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die1tN1e4aym7jJ8oMdbGAJbhx1xYb81FyFz3PjBvFJS1yIkwHjUunHObpN4K1r7z9X4wgal/m6eJCbE7LmIWiswMy3tVON2D7s7HALwuwA241wj1vQJ2Fo8S9xzRqqZGpFqjM7PrQeuVeKAwC6WSSDRvzhCtPJSRM9B3wGoJAGhuDgADixcDls8GHH2yR7sv29xxBZ9ovkUPEr1ouuWzFBauT4QgQGX7Ct/WzzlNu1zzU81mWsTP4YsqPuOaYLDGRyricAZcfb22/MedQBPaHkGYJvEiqbb5kQ6yrW5CcTc0UDagC/7L3o9atrusUb2bMTdJ39rb/a7xlTHobuRdqyfsPKc9mxvrK3Yg9X6eBVrctdAB0VannjCuBPymXn7nlnwc3eYQbSFU+mQ+VkKtsXLNYgCsNGwubbe6TQ68YniNXiF3aZek73BDr/q0u8EVKBq8CW1zw8smGBmLF7kY5lPpfxmrQtlFtztvh/9dtOjKplJVGGVuOg9c+lH6QYydh9PGKQkvy/qP4HYkB1ejF9VtMOvvqHlzG4RW4LV9fjsDEKpsNIzilBuVKbiX2ro1pawroMBdA24a8eluTCN/OXK/Phw3oKAq9AYlAh8GIGfhsjODxxFEtt0goG3Bbz+ULeDVFji/FLCeJqDVpg0HL57N93sUX2/a7kB9h8VWDZfMwKLH1CWMiw6JGccfGlhwLem1X5u9bHOHddmOkmpGc3oFgC706CbGrln6QpgA0hWVU/FqsAAaC66JoFVzviUIpfBzADLQX0Emqi60ucGr4uCDZs0KyLbQx5UEiEQ+MfqpE1B2IlqGuzKm8nf1Lvtz9gwbb6nfxcesvtHbwakd6N9N4bZdYOnP1AHtHq+8TOuiSVzMxpbkNUl2A5XBzNoQdkNMJWjHtccg/IiBYUnobxhJBbUH8DSlDuZC5x4sDCxfFJdA311MZT7YGCcFYwMqE0Li2lqMiYVGqn3VAaDd1e1kF7Bqb+GZPcOEjfY72XtQz4tIzbkWHdruHj9TAEjz09+r66bx20CZk1z/Xea5TjZmEFRTtkAhAKwCq7ueiqGXSzuZCNNRg3YrDeVWlEMagXHdIA0sQTyAa90+lykITitTx5YXDTBMoFEH9xUa9+sD3DkXqkS1YRwG0azVZ5uaVCTgwKCjFaZ1h/3DJbrrFXqNOOLNBqBUNO/MACYpHwAm0ca5bYFhADY70KIHr5fIfYvcJXSbjHGZZHGOjOWLCe12xOG0w+G4oNvRJwd0zzbYvXuCzeMWQwenGe4CbsqMdqf/BM0vglx0z3NDDgH9hT2jkw1lQZj2y0Ru7EoH8s9sItDE6C+DFoFaM6zqZdtNrV97w36/BdG4Fozwv4FyLu2Qupb3MMJ9KjRM07Z7K1fMUCcz/qZgFDZeNo2hPfqu4n1SPAYc2KFgRfW77XMDmshjtjv7jJA7oN3pOxoRaAImpW+ZgP663slYP1u7uq2VKV+ZXeD6vYTcAqc/zAWMUCiTwxFJfagWELnT3ROTG4hJG2Z1ag7K4zahYGYM6yRtCkbEqm/sdnvEdnVc6h13H2akTqPx5EH6hvUhYMy3wLvs1MqcN6rFaBUz2EZt3YTntEho1DXQFRyjXWy3FexkZd6JpxkSi4tgDMwxmgO6w1a7Ak2MNOWi4QOBtydwk8CZkcYMZC3TdhVmYAWKb/dLrtcCuEX4sSqLDNru3OWvCsAxLdq+u9ki7dbIixUGatEer4EEJGbwzUatyUm8yRulTAIHjikDTRKNvhfiNO0HLJ9shd9+d4XcJYxLcdfp33+Bbtmje3yMtJ/QbAfQzQ5gRrtdYfUUoPsNuCEMa/gE5kTqZlQmUwS0qIl6n4S1FKW1UxNsrlm2aKlaBGko7wfChAVEosf32E4iSH83ks01SX3UQ+xRa0a+dZ7Cdyy8tBu6GAK4FtaPAvgRzIEAdAHkKmAO9zqdErTaufeJ7UKsLo0KoBQCdiq+FAUw4kUMYGIklJ1W5JvLVr8Al1e5CQBH9dhYmx3wL2R8p54qGsueafdFg7VoRzcII2p59f9mOIvvNy+Udse+E6yEbTCO0sS1e6COT24Jn/4LhAf/CFhcZbz4doPTH2Q0e7l/XGq6AB+POEfrfjZbTyLZqRjFaOMYwd8osCjcbJ01h+zeJm6/maUjIIS2Kj/NILS7yetmvD2B5XOlJM2lDxnqOSL3AEDuGw+Xx5gBNXozQfy2FwlpUJtbR+AuIe2GKkDpruu1AG4iMUQigDUtF6JpA8J9Nwk4DK55MzOw2yE9u0T7+Ai5S5hOFmifXEpI/CQjw1MuRsuk/8+lWc7Adgey6MxVh/1bKxyO5L5mMFemBLq4xmKzA3a6v9Y8Kd3TDdrzhOXHCZuvHiG3DSZzarEtLMLkCBy0R2sFAI2aaOSLc6fark/OANiqUbdbFAACha0Z+33VxUrZNAXUfUHdYeTMjWy1o2CxtlWeNgYSSbQNTFxtaYVPLKASNX2gABQxMC7hOxXrj8m0bhaNcjghLJ+z31MmmNWlaGrGxVKofxqjMCoFbB8lLM4FoMYF0G64voelv10TNzAIApkTsD9LWFzkSmj7803ocxLfbUA09eGo2EQcaA2MDQAZ4JHRbVEANxUDXhqLvzOp54JTBfM63+o/KnQEAl1iAsBcUjMAZhy/n9DuRes8/UEWiiWb+2qYMwQNfmKf98aEDsdJIn0PZZ6Zh4oBaFkj+nwy7bmMu3mLmMNB1U4isLbHgu9AoqT52FFdPys7Um405tKfUdgzkA5TrfzYmknqu21u0ERgSuBVI/lPpvH2Og3XawHcwjHNwDSGtC960PGRgOVuV/l8880Nlj94DnQt6HorNIlJbttaMYvBcxgl6tLA3MB0nEBtAyx65OOlOOwrZ8cAFhcZy+89AfYHCeoZR/kxgQOIUFkfYTjpdXGgBFmM7ABcTyatX9Qqw1aRUfxwpT1A2qMeUAVrbhWgXXOWRZEOqCz9lWZiRQQgieDB0ceVSj25ATDW95omVLnhmbbZ6kQOmuXUS7uqnQEXUJp7azT7WtPEDADSqNopak0q8u/FO4EK2GmZOZE7KllujNyKm1l/yS6oDifJg4OmvvC+riEFYDWBvX2YsLhgAe1cPqcs/TD1QLvVQB6gxAXo3Gh2wY3P+jYK9qT/BiFfgMfuJQ0iU/AK1Ij7NXMBfQM2sIFuea/1WbNn99iZekKrFNHxh2VX2+xtjkufNwfWmITSZ3FeWnlW9+gBlUbGuEyytgYOhmbC+bdarJ5kcd2MVAzDE1PZ3PA5EnCCW8lFkoZ6++MuwTbX4hXXUYL4dFt/6Q4/8uP+mPlyq5Awo2k6jIApJzMD7/x6NZHyT+sKwTaWbMoDblKSz3d7CaQxusS0Y0oSRLPoJOooSd4SjpRIzgLeZvi097FsXcAZWC4EcHcDPM8BA6unI45+7Ql4uxNf8zyJn/gwCp8+TuBhAB0G5C7h+r3ew52jVmX+xWboAkybLFt007jnHg/mAuhgGMKxPbgiLADzi3WNLICIRZBJ++Unuh5yI5przJ5Y+WujcLy3+M9AY1Q0SqwLAGTg6psZ+/vWZtSLNpRteV7sPZZbpuJGFWgiVVNpjwb4YQFGFzQKwimOB7EAZmv5XRhYf5a9Pe22CNmqzkFAUwYW51zyxuhn5uudBkZ/zQVEbIy51H+eRMzcBwExrlYUms0dK84EVNQyZ3k+krqkyTjckYY1US2QEcZXNdXC+xfQiW6u5qUCAm7eaW75TMd3gdWlksJ3CuLNXvvS0xoQpgVh90B2JqbIeECZKSG27iiOtypnbXIFpGqDCxAK/VDvXHNDTpkgruXgqWRrTmjIMmGmZYtp1cn7G0JeCLbRNDmYv+x6PTRuQCqpBkpP06rUCPZ7sOUS2I8CvDEF7MdPkNYr+SwrJ9U0wlVNXHKbWISlauBoW1DXiSthk8DrBfKyAw0Z/fke4B7tZgINI9D34uXSqvvHNEkdh4Okmc2MvBB6ZFpSpZlE0HPXRDUoOshawAK4cKJUJjKxcG5OOzhARtW53D8tlL9luHieVkB7E0Br5kXimo1qwWlU7Yg0RBuyGMUbgSvtxYCXY1uzyNXKEKWAdvzDdMu33d5rftoRfLyOVucZuLi7X9bnOdyjwFG5QM5cyMyrJ3Li+zMSrw3tV0uyZN/PAS7WOdY35jExcLUoRAPU3BMyZOG3JvS5tguYZ89wTEgvNOOjhq1HeiByve5JERJXVV4wqonLo6oIIERlUuH873JxLA0N4zXrJxBwWCccTgjrp6IVW0CNUx+6IyqCM2jrs1gUU0CKTz7j8S9lNPssPuoteR/4+on8+V20BhRsE3n7mYJm63OxHuAmauhzoCUZXKemIEICUL9wZuReUnBwQ0j7Ud0NmxIC/5Lr9QHuSb0+shoMl0vkrRj+0LagdQ/eH0A2iLbtHQXI+eZGPsis8f7iTeKRlzZxOXwGiEvhsncNvrnegzY78GqB1aXsW3jRS3i8ebVsBy1TO3ccwTuAhiyW804y/i1eKGAELxHfFgLFuE41kBggHu7J7/68BmupVJn0UUs1Ttk9V8JcSpbDwXc4XAOY1smoAOC2uyIgvsPNTkKQHdAYc8xybdnDzIPG2W6LRhLf7/7gKO8rfRe07+ALzC2cG527ZJqXiedhVq7TfWmTFMKNeauUhb44L+PlBiWrjwNiqH/YCVQGaC51d//9Rsap7BJUOGbGsKbK73ruZrh8losdARKJWTTgUr8oWHJHxeNGuV1LVuV2Cfe6CWAT/N5vGY6Dhjpvd5xPRpGsnqmb3bbsMKK7agTFKq+73kfgyhbgRvEJ6kIHyTHeCTeeDizP2DtcCHLVBzTmOh87oF4ktp7odh+gVgbsPe7uSOTChTXkHqxGX9uRZEZ7fZB3KL1iFEpetLWdYXa9HlQJAHSdGiEbAcLra5lAiwVouQCfHDlNQkdHhSqxy7LcNBKg465/6llCt6RhEqpjtwdd3YA2O9D1FhgncNuArregqw24b4swaVtguytlLnqpUxJB0H90jge/co3FJXtWv4pvNbANKUZ9S2c/XCZweyMJktz/NSKjgX2YwK7Z+2QvQOcLKmwJo7YeOWrnIBU4pwU58OWG0G7K9t3fQwJ8lEV7tK2tR+lpPV07Dxqa1R3QRTgB41GJPjV6xA1zpt1bfnIFjnEtQUppkLYmDUSLizxqYcZTT509Y0K2FkFuI0iE4Vj/1u3vsCY/mCMKl/kuAUBFW1ib7V6rq93vfHMS0B2XYc6Efo/AX4FnNBIDd4d9q9ZJKqhqN8rwnlTaG99tZZjCYEErzokHkKvyy8AEKVVlcSIPQHKlxKozG5NIycgH8nx3kwuVl8qz4yq5ULeITqOHuNEAqoZ8LTtgA258jXaqeRtiJkEH5lFykyAA9Zz7tvfZ99Gu8Krr9dG4zdiYEjBI2DstFuKm13cO0nR8LF4jQNGcMxc3v8r1DxouL2U7F8sM4iyafJOQH9+X9232yEdLpBvls0+PQduDUCUmJDxqikTYHK9lQFYLjCcL0DChOWQ0O8Jd2pfl0TbQrbb0ACy5PDFLGHfkt6PGE/6/ZdCba7FWNuP2+xAAy0BR+XgDN7fsB4AovrZh92AeEaoBNwODp1CfQM3c4oYDqBHr7gChHmZI1ncZWNvfxJKi1g40sD4xKiHy3f4uBcVeF3rM1V00RtVC1RvGFq+Vafx3Bdaz35E/rcbPAC941ljcgGv0aohLo7gbxiAY5/wVtOK4eyCMvk/8ndnByj1OTNMOQFySMKkWOo+EJNQgDzXEE7vAds8XDfqx8c5qRPcSCdifJiyuxHAraYgJ3abQKWaANLsTt8DUyxpv54dy2Ljlso7AQLvJruxIxCir8T573+UGHk1qlEbticLwpFLxfTo3bF27wVH704yWfoW4Ck5JFU0pyMBbqJI7hK1erwdwc5lUEikpmiwdryXK0dKzto3kHtGISjSN8M5EHgJPy4VMvn2JmHShYN8DoOUSvFqAFz24b5G7Bu3NDs3zS/EeOQyg7R5oG+SzI6Qn51ImJWCaQCdrjF+6j2ndgcaM4bTDtEg4HCdxAwzabuEni490DFrwSydBlRPaNHBGMUaSBNk4h22gqr+zJrkyLc4WcQ5bS8+ilgCG1MsyEN6iLQzorDvtiCylb4QLh3PE7aYGFwDV9w5cMxov5tdot+x9mLvi9+waJuYanAL+GAQlRc2wfCapXeVeo2wKUJZMerbQpw5ALzmm7f64I4k2DNPg7HN3mwyA7YIH5fl4MQH7e0mSGd1oGtpGhIRFRgKoja5c+s77C+W7crAEfLtfeVYEoDGPDz9wYZpVEHCu/JYxOPS7UVRzWwqggK5JpPqbMrlk3ItzgLXB8pFITATAC4C8cbf70pJLufbt/VPTek59cB3V6gInkdvXciKkIbs7bEyOxaDipdam2+Ad+9jqQ1CvrRrUc5tAFjL/kuv1oUqA0sBJXe5yBoZBQPR6I6A9FjdBZhZjZqBF+HAAb7YAZ/dMsYyCtFqKULh/hvzwFONbpzi8dQQaM5obAWlk9WiZJvB2CwCgzd5zewMQgbFeYvf2Cpt3emzeXWJ/r8HufsK4AnJfNDsAblEeV6WI26dlhO2RgXXckgXtgZhxOCug5K52+riBly0i8/t26mOlSZu0vMNpvZUm92KgUv+gAXKr5U3sgG/GqooasmGlkHgLUs6tk22S/LhmHO6VbbG8c1yV4Jk57x2BOnpBGLjNEy95IAwXIC6ucWV1NwN8UWdLSGRgGLyAJstcx6Ylcyk7aN+RJio5okubuSFs3y5HrI1q7AakHsNRnfzJ+yuMUdw1gFCCc7SdTtu4hxFXWmG2BFTMs/vh97uQCn0+d+OsgsxUi7d+jrs2oeNE0FmwjR9woe0WOqO0pdnnCtziCTquHCC8H9Y3rJScHtCgVKTfE9MKJ3KayIRZXsiJOhWlM9P4uZV7ENrva8J3rVyMsWa8JAjPPfP8mV+vh8ZtV9CMeb9HssOAicB73TsnKm6CwK0TcOjsCHyzEUMmUeG62xa0Us+TvsN0vAA3CdOyQafafl72SOMEHA7AainP7/bVhJYKZuDZC3TXp9g+XBQQmvPHtu1VoGs3qAY5+iXb5nEO2H6ZVNeJsPo0VMfcAFE0APN7rvhziDY2nEj4/LQUP+8SZcdVsMJcS2Stc7vRHYDSBSUs3OpT6kwjADX8eXlcvCUijWIa9tw33IBgWkju6naLqm5VH/mCK2Dr9I2yZiYIqtwXM+8eTwSmwVGN0UidxMR53RA8EJw2CqfdTOz9JmOuxk7tq7sO9aWJcfYd+XCyFApBQ++vi4BPCBo9iiCrAl1Q+tHnjCoW24cJzZ6xvMgVh23GSgAlnBylLkYVWZY9JBIqZy+ViVRKZYMxDdXaql8lC3Kb2aKsnh73oM9HF0nPGOjBRTLvGgXmKrQdQNGES//kPjmoR865JOMqz1v4fG5JvajC7sTA2N6R5X0MBhoSxzYNvsltClSjaV2vBmy7XgvgZqCANjMwWqCM8dZN+U7d+2DnTAIAJcm1nTNwfQMPwGka9UhZgo/XQqu8uACejWiZkde9Sk5JaJ42e9CouVKmLFp/00in9p0EBe12EroKoL3cg6aFbJGoTGauBh4+Uf08PqCA4QxgHJxnVvaKKglajmt+DeFwokedhfIRFwoJgPbnooXvHwCLPdDqCTEWdGRXyakcfNKD5uja0IzyiDSJu7XNDluo+N8ILqb5zoSbbf/786IJx2v3SAJZ1p9wZWh14DeuncLnplEl+774xLuPfTwdJZeyzRhqOVuit4Hd6+2kck9OALgAoR90EIQdk+VA4dr/Xb+305gIoY+BSjgwCXgOa0JnkZ6zMSSWXODEXHz51QuoooyYK1CX/mOvu4G8REjK91n71VK+VkBO5T2lv1CVbwqB5QCPUaJpZGTMPte+icZ5AfpC/1WUDZdnbAcl9bXPRRO3NLm2DuJldKELtZiIjhl0yM6Vp4GRSaM77XSgYFAG4JkF/btXXK8FcIvWnByoKXJDRPVRZTkDy0UJxNEkUnbaDYZRJJq67lHfAeMEutlqkSxUzPMLNOcJ6XItZ1J2LegwIIagou/AGtpOKcm7ABEI905xuL9049TqmdT9+kutS3cL50UGkktUbXPIEBYHL/eqnSZg0rMMgTIZ/NnKfZCArEd0MdQXVAHPaI2wWGkULai7gRvGYj7q6DECBE0GNSgDRXutQItRuFgVIJVxELjNs1PhzuXMQi6GyCgsLBo1CCUzTDYtYfeIsHxavCXACvrmtcGlDKbS35zghidP/B9cCGM/WN/fvEs4+WHNx1ob7CBlOxHe+s0478hPe9/A/me3X5B+ETliEdwlPNxBSf+dOviZjzZ//B3hfUD9fQTTeIrQnP/mRBiXCdu3CKc/Mt5K66q3OqgxPN1BpE0qf3wqv5mAw3FCpwdqRHuA5JjhOp98oNzm50iygrvRiNF9MQJ4FFIePBNdI6eihVeG2lxnO3QfefUuyX1TdnRGRUZ3wZbKjkU/qw6FeQV2fy7HTUT/MRF9RkT/KHz2gIj+MyL6jv6+r58TEf2HRPRdIvoHRPRHP698v3K++3Plqf37aZKfwwBE+uSuaxjBmy14twNfXXt+Eeo6OQn+cACevgA/PwdeXMjBC7s9kDN42TtoO+euE5i6Dvn+MbghrJ4ccPabG6x+dIFmN3kSfW4KOFfUh27X3bBRtRVlEofJGreP0XA2v6qE8/EQ3lB+ZThK8HwqYg0vGh63JXrQ3hcT69vEH9fF3W9cU73l1wVaGeIo/OTym1iMcGnQVJ1TeI7gWpuXyeVzsFBD7Ybl/E6g1mDDLPcy7PlozDS3Q9sxMdeL3MsQ0Dh+v9bA/exG1QRzD3czKzw8VSBaGVARxsyAzISw1nlcEzZvk+9K/PnQN/1NMRo2QWCJ4IDPHUuKNed2nde+g6f29/mcDv0yf4atHlz3uwmimULhu6xZwE2c63IWKGNO/QBF2PgpOaEfvZ3x3bOdQNy9xmhROZhCXAaHYzl0xQ8XDnnMfW20Yf6YEuDrlgAi2enbb9XKDbQ9h8krri9inPw/APhXZ5/9JQB/m5m/DeBv6/8A8K8B+Lb+/CyAv/wFyvcDEKhti6ExArlpyRqkw1MWI+SUwYdB83ZHrdy02wB4GjJPfS+0x3IhnWh0y2GQKMg8iSHy6sZD5AEAix58eiy+3Fqn/uKA7skGzeUO0+kSnAgnP9jh9Ecj3M+UTbsjNb6x/0SDkg16zEUSt5KlIeFvqn972arNiiFHAGR/X6gRbvWzVkC7CnLw7bIImGkVdg1ArelDNbSg5Vikm9wb6hrAyTTRCqBsIZmGHgAbs4U157YjiABBs6byjJU3rCkIKvkuTebKVj/nocvQ7X6IPPR0AEETt36ZOmlfM8hZlra1HxdibKuSc1GJqoz0hTfX2m/jk6R9i/Nae43CKQJi5KmrftW6t7vs74vGYqMJIude/Z8lwOX4Q9mZur+5HiaRNOjEDZpU6mV1nBtrbQeSJsbyPJe4BXs+RMbG03Uk+MbaXNrKYa35ZzZXAph7kxW0s9EiVb8T8kIAt7ue0N1IwjqbB04ZBY4+/q4cD3zcJFVsnFfx4ibdqZzZ9bnAzcz/bwDPZx//NICf179/HsC/ET7/qyzX3wVwj4i+9HnvIKDKDujvnibRfo3rVjA3asWvrFZYDXMXbxIGDyN4HEVzTgngDM5Z+GsiAeHMcjwas/h8qyStElUxg/sO+XQFPl4DREjnN2g/vUA6vwJ3DWiY0H92g/ZyV0AgaoVGCzAqLfpwUrjx0nDUEyxq7IRKW485ILzcMNm3b2dMSyljWjAk9aSAZLsTgykIblgt2gyj2eqCNM+FEPbtW+Co0UTtdCaQTPPubpRGiEqR/h3Pi4znS1Z9ELIsRu2fE9zPurh46eMKzO2WsX8woz90QUduvfiacxmveeSqatVmuLKF6+55dpsCnrgfFhAxgWIn6LDbR+B9Hd9l49/sGd0NF84ehZeNdoWoyfsuRT/zo/h8APhWQFXJ2hfGGnV5/v4JxbAHA+Foayh+3ZwIw1EKNgwK99kcrsdcxgK3wLk6IxUG6DomIVWA96etqTTrJz+yrggbaZcK1QTPj+KXrrvojWL1YqIqiZzEL5Q5z5bbBFqXsQhQ2dmm2o51x/WPy3G/zcwf69+fAHhb/34PwPvhvg/0s48xu4joZyFaOZZ0dOdLDKDJtG89LBiAB+nY5wD8MGA/Fd7KsbwllCT/yTgCl1flRVaORkgal81XVx6JSYcBaXMA7QfRyF9ciH9n3yE9vQAfrzG8dYzhtMP2YVtL91R4VufdAOVmZ9I9AlaYEG44m13Oq+Xi+y2WcHn/6pMUtFBxpcsdXFMxTaOevOVdzZ4rF7iseSCiYSW3hOuvMk6/J3UmKDCoFpYG8ZkxTasLfrsGvEYzDMfkaVMR/MiLMbEA7bgoNgDvPxMSpqUFTZYYWH3K9YKIQlb/H46FNmq3AirTEkAOJ8DYDorgp8gQwrbYKDWjWghOm9kp5xKCHiLoAvhUGemsvMQlQ6C2xYJv3KAG+Mk52dMN3NYgY+h7FXCTpW77s4RmX+6LATQOMIECiGHzMW3s1KtbZMjtnUZJO+xpEIj93VVw1l2gRWL0tHrY6fRmBAWE/06WJpmLAPT5Guas9IW4Ija7Qus4H6195DEVKHPPTo43I3A1l8K42c4td7KG2u0EsvzbhMJ5B28W4I5I6dn1RaiSV14sCPmKV7z0uZ9j5j/OzH+8p2UNnpoRsMoQCMBz/w6jTxxMkxgiu95pjHj4ghs6Lboy0ifaWZYP3KmR6JI0jGIIHUbQ+RX4+kYoFTWCSp6SHWizQ3MzYH+vcQ03TpQ0oHC6QAGjXD6vou/0MvciA8v4IxxqDRQgoUbshI9mHxYCK0WysEUKpz9YNUhAyjucCfDFEOvL35f9DM7o1woAi+eEaUnCedtQRo08Am/QkgADCF0YDVwjv/kSVdq5GydVY5yDdtkJFOEXedcy8Na54SPTtBlodnJmpZ3xOS1IXDqDNm7llAN+yftO+O5SZw8Xp/J/pRFS0BaDVhe5dtPi5jsZ6efyLnu3AFgp36kQAx5rc1PqK4JAAo08ejNu82+56tGt+Rp3zXH3YnMmm+BqSn+7Nq1jm7tyQDfPdqPExYUSYT7ZTqw5cG3fUc3czqaU3VdQdpKMN4KwnBYJdjINAEn1GhQAc/8k47lt/OKcntu31FuJE0mATg792hC4K7sQzHY4d13/uMD9qVEg+vsz/fxDAF8J931ZP3vl5QAdee1pUk05FfBWLhzGhxvfnFnA1LxSLIrSJprlA4jh8QrYRpX498xCpcS0sMMBfHODfHkln4cgHfFCYfCyR153WH8yuJ+zW5yDAcsNLxG8wgTOQct0zStoZEABguiDDQQAn8pC9S21AiflOuKyhDfDwQmpnAwDwHnx7pqcMz+caflZtqXL57p9D2093DNhA084Jc+gEvWcxD0RGeiu2N3gFuczwdYAh3tUhI79sNRxOKoFkLWp8siwflewqo1p8nlzkDLbndzTXenhFEGDirSSjZUBwtRJf7k9gE0I6vY7+o7b9ykISUYx6sW5E9cyw88fvSWkVBuNY+5+84EOKtqzeqGo4Gh37AcvADZ/ioZ9y0AeqKToDtsMJYLWQJgb2aHU8xZFGGndY32ju6TvLIOw9p2IdV9jwp1c4Wm32YF67qrJCeLhof3Y7HKV/RJqn5I5VSgSu9ytN65b/WxciTtxu5tKrm+CHkishU4sbs4MeCTl7xBw/00AP6N//wyAvxE+/7fVu+SnAFwESuWlV+Ss53m4abEoQTTh4mlyaoSnSQyV9ixQeO/FAp6Ays6hpOQcNjMX+gUAUlNz3IBw5UN4V3wPIEJgd0D75AoWylsaV35zowbBwHfPtSe3+pMZe6IXAlWS2Ld/SS3puoVPo7hSCT9tC7Is8nSwZ+DugrfObjwUQBjXwO4BY/Gc0O5kobWbAPq+IOCh6eNKBItZ+Jkg1IyBcOhy4xHt7+i6d/Nl9jSvlOEZDn1s5tvrmZZHUzHQ+jZXf2KEadyVGA9swS9W//jbuO94dJwnB9sJ0Mc5YH0f7Rv+rPK8rs2F/yOFEY+Ls7ZzoCmqXYwLbFF0qiAfKgAeBZfRIvGKFNo8+ZEHj5jxsqEKYCPFJQqD5NKWcPQw9vEykI87g7gGbOdi7zEN3xSRpgjuaND0vCc+R8jHu35/mK9q3wKE8pFozmhb4+IJwkUg+DpNVAG8UWPuw98lcRnk28IR07xi9fW5HDcR/V8A/MsAHhHRBwD+5wD+PQB/nYj+PIAfAvg39fa/BeBfB/BdABsA/87nle+XgbVFS9rnrLlLpkk0Y0sybs9QyVMCAJySnIbTtRIqn/cFiFNW3+JUKJOJ5f/AbQMqQIaZW4fW0X3GM2vwDUmWQWbs7z8SqgIq8bNqY1kWY2PjYZMIcD7Yt2OAg4nklr5jktnks3t1Wxz5aV/QZhxF0MSjEW+mkV7+2IjT32hBBwHYZge0G3JBk3IEsqJ9Rl6uOSiXnk3TRG2AM6CJOGHGItWSmz3j5Afhe4bzl26MtCHK4g7op6OjAFUaiueIdSVlSCALbl/mRld5rJAI3Vi2t9814jIedpVMi4bCqO4xTthOwulu4Nv/yqc6aK3u22/GvIZd4FSCJmnFufzy72LDTXjFXB0oPv1m10AiZBd+wXhpwzey19GnrAkeA1YH3DAPwpooNpvSnkroxDrP+toTUQGFUnNDJNVCJxg5vRyNG7F3VxkSQ9/ecmBAEXC+w6iyOBahbvUEwzXw8q7gwfVPGoDDzP/WS77603fcywD+wueVeecV6Q3jtCc9XWa1At0/Az8/l4Ca1NQZAoG6I6cJVSrX0NESQh8GsG0BVkC3lLDTJAZOpWn8IAZ7HyWgF6Cn9cppHIwjlk/22N1bSc+adA+rJG5PbcEMJ2KktIMEys3hd3hOzoYMn4ffEcxtASWUhSRWbFQaJhDuHYHj77eVa57/rcEPMfveuBKA7q+U87bEU4eaOvHtcND2jHu1I94kPLloHe5qGOppwUMGMvt75L7bRnPY5d4jXP7nFroTCIILART35X9rv/Vncu0x5KfQfvdsfLBxQEVjeISmG/lKlCYg93Y35Z3mYWPC+HAs6XTLobkKbm0tjIo7Xmmba7fBEyS2jfQEHE/0ZoFvDSRCcTbHKqHD0IAYIDdG7dwuhwHXwuPJTNG7w2gNMNzgae1wUAzC+mUHgpjht0yEcm8JgUe11iTXtyohUxAYpkVbgjgiEWDmisgQJwW9xwDZpo0dHmw2CjHWhvQCAdBzl/yMys+7/omNk78tl27nvBHBBdC07fz0eQHi4aCufFnd+CahM5gLb63JqKqoS6AYMH2LlYVm0QhMuGtg4cujOyLbyTeUgMePcPjW2zh87ZEE7AwD+o/O0WkgyPHHE7qrooVymPSmXQKSN6Taqit1YkDqGq1HTqLWkk2DMq0sqScE4Nqrc4IjKuHhJ7pP8IRLzRbu6manWOdOT/aBCJjcygG+aQDGI6EzOJEnr7oFmsrdz70TLGuh+YQnzdoXaaC5i2EMf+6uAxhoXb1twc3MXC4tV3fkgyNHHAElgnb0Eoq+uU7V2I7HNSadMm0BYac+Ah8OmDZYygeEbolHZi0uuGy13Xul9CVlSUZlgJMDbZFGuMteoWTK81KY1QVwo5ydRO90VIhItf9zCXn3ckNucruKgTO8c6b5O8UYFRZrnwNpWR/xudyRzzvfJZhwUoVm6lOJNr3jqpQM65ZEfqKOeQXJFwh5Rko9YV5dVmejSxjVkWvkrqEUhFzp+1cdWwa8LsCdEmi1rLhsA2k2isT+1uPDaL0q3LRpvADcjzuCrfl16+esGrVr2DEqM7wbQDGGEnmWQTQNqO9A2z329zp0z26Ai2tQ32O6f4TVkwGnP9hh8VzI2soTwRana8goWm3QvgDUGmEwinGSbfuo3iuV1oIgILj4bBtva9/nTt9/i9NEJfGJi5U++g5zAvYPGIf/5hW6Kyqnc5/awq3UGQehqddk+SQBMQacKWTgM+3bD16IfUcFqKo6kQgpy/mdO3h63fm2eurhWn9uUbI2cjAOx77EDMi1PQVYS71tSy6CImTWC6Dg4dVUAC5mI3Rt3IUIh/kigR+HE6pAQQ5f1j5hFB9kaxpZ/UJfUPFAsSx48d7cCjglFeKl3gWUxgXVZVoXTQHQg3HR+tw1aa3T/jR5OytbhPVrVEwa8TrZnTUaVs++fqwNogSYEC05g6pQ+SAgzGUPBOwelDMxzfgOlLItnsEPRKnOz6z7wQSZzyd1reWWZPer7ofcJaQxAzNF82XX6wHcgACyATRzRZfcuncvXh5oGgFZu0c1b8np3QmNAVQavJcdPE2oaYS3tu+BijcXekaBXsGeDwN4t8fJL/wQeHouucJPjgAiLL/3BM3NAcSM0x/tRdKOZQLYgvHF09eL6laQCcpzgIBAs69pAVuwdnlQRgoLBQWwo6CwSeyuVb7ICgDX237TioHpO8dFeDTFeOgZ8LQsSwXggQykkZZBKwLMLU0CTSou1vohz/rFgIB0AanBzjwXrAxPBavfRQFVCSTri5dohi5MQh3K+YnhkQxPd2uCteItZ9rk/D1uM9BrOCYv7+L3A7u3qHo+DWq8DMIuChSagUlUIFzwEao+358qoJsmaGMFEXD7ezY3uHzP5f9oVIzeJrG9cVfg/XRrh1OA3spPo/rV38EFu1eJUlHjMjn15nlOqKwz2zns7jU4nDRytJruIFzzTUUxqJJKQe4Rb6YiYO8SQLfqmQjTooHv1Gx9zeffHdfrAdwE13qZuQ57NwC/QxKxBdPYZe6DKUkUpJ4YH1PA2kHDPGXJZWLeKGqwNAC39/v/nVoczfVwvxc3wWGAhc3TZofmgyfg6xukT56hf/8F9vc6l7JA8CrRdkcusjLYIICJgaprHCjgi/pe50i78kzU+mJIeNQ6Difyt1EJLlS6QLvohCTVdNNISAO53zpNQvvMNaWsGpIBRNy2R6Ccelnsu7fkGVvM7hJoAK99NB6VzH4AioYVZT3Jcy68gjOQ9Vv08676J2iJUas0msj6eurq3CHjgrxcF3ZNrZlF7xT5n3wBx92VUTNTV/5fPiGsPgvBO3H87f/QpujFYeMhGjuKrzfKPLGxW77gIjiBGlAIuP6qaqp6Yn2kZ+b5vU0ARBuMzaVJ08GOK6o8U9zOoAAaPYiMErH3TwvS+VvsD+7fTcGjI8wVP6dUd0/9TcbUk+T5Nq7e6pH1GRf2onFb2+1/C94RjZpciSl9XPokUmXF00i/bOhOzLPr9QDupkG6f0/Ol7RT3o3KCJwPLRcCvsoxO92hP7RcFqDNGbzdwU7VcQEQDl4o2nUS8LXgHkDcCFMCFgvQ8TFwdgykBsaJzy8eJ9kJqBBgZuSTFXb3yxZQJhCcMwaKZggUgIi+rw7uFH6ASjrbb8vDURmeTBggPAsI8K3Kd+bmZzPCFnuJspOfrD7d3AL9C9H8F89D3hPXTMmNVvuHdV3F1Y4EeGeaK2XG8imq6LeK87S/k2nvoc1T6JfgseBceypCx7shmXamdVNOelgXntI8Y2wc5CQcKXMeqm6CKTd1udanYsTT4B6b2rlogAYE8mNaLGNxmWGpZxcvWFIVhPGtglls7ug8irnQze95ccG3nrV5IXVSQRrmV7UzAHD/V0TDv/5yaWThqQmgQosZCEVt2qglO1bN0sLafXXa1zpdb/SbTiNrGXV/23ypUgpbe1Lt6ZF7oZ2Wz6fSFwiCCpBds9I+khyq5K6Pa9af0QjZHKgSp0kB5JjGdWK0V3uk3SBt346gO3DGrtcirSuYwasFsFoAqx65a5B+8HGhTyyq8f4Z6GYL3m4lsx8gp9q0rXiZDAcgs1AbJsG6zk+yicZH+T8AunHg/v8EWvSgo7V4mYxilOS0kPSvnCFaegPkCZgkwpJSAucJtF5hPF5g+SLjcJKQG+HZTj4ccfN2i0E1nsj1Vdtm7xvFL1/kKFpn0JA8WlNTlA5rIC/E9zpqXxEMo/HQvVT0ndzBNRIDumkhP7mXh7pLQnsj9zeWHMsAI4n/9+I5sPqMy7sh2ohsK6naShqosgJZblEiToEqhB2A+6PHxWB9ZDsN2zW41h7aHr08Ks2V9aT7VJfptgQbt5kgdG8OzFwmAzA66Mz58jSrt35XeZGA9T3s2irH8eTZ83qZF1A0CEfOOI7NvL53+VlbfxiPfvK+GWrJE0x5PnENDafg8wyENoV0r5ZG1b1t5o4F2k4DfIQzKW+59wHFA8noDYIbB+WdxUBc8qqrgMlcMCTsgry/bd0SQCi5ZtyDDQLuZMJdhYcLtpBCOO0zmosd0vUGvFogbQdJQ/2yjKl4XYA7Sy4QjBOm+0c43F9gOb6N9OlzSclqkufiGjwcJGlU08gg7w+iWQMVL423H2G8twInQvd8A7q8kWPQdjt3bqflQjq6SeDtTp7vO8/xjb6VrIFtI9GUEEEwfuMdNL/5sYB31ujJvlNqJong2O7QffAM7YsVtl85BQAsnu/BDeHqy+rZEng7d/GL0j5wk9GPlQIAuSZ/qBeZBNpoiG/YYnpZKJO1ol2CVusubVO5ZzhmfPtP/hC/+r130W56QF0YJQMhY/WJTsgR6C/4ljeJTWLK5fxG51dRt2FcEbqpcOXlpJNQVvAEkQ+1C4NBq4rSk2njAB0phqi1WttzW+6JWrnxqGkoUYcuWKhwwIsX8rCdPu/CVkHa0w9YH8d3Wb+ogcujGUPdo1/+XDuOXif+OdTDRimS3Av3GxUI83mPp8zY57mJuzDyuvg46vuaveXMKQNaCQFGMSyyaPdVCgMPbCqPmAJThEbxvKn95VUYeuBW+KyRkPbmUECR55QGoc5XglpIUmYwigePGUz9/eZ9o4LIj0LTcoxnl90QiwvgYQC3DehaAJsPc9/g+no9gJsI+exIeKTNgPXHLwQ8uw6YMijvRcMeRw1XT7ekMQAP0KFEwCdP0N0cy33jJOdQ9p0A/jD6gcRehdVSyh9HeIDOdidCYbEQkG4aYBjQPL2S+0zrniYAXTmpZ6/HnY0jaJywAoBxQj5ZYvfOkSzwsFg58I8EFC43AGrl8oeifbi2rs9My2K4jFpl3F4ytOyobZoQ0PfH9LJetyzlPrk5lkXfqdfKIN/1F1RrQFwAx+ox1/a4ERfC5hA4aq1Xf8UFOBm3hABQ19FBJIKuGdPa4rkSgSz27S2PgGAkjm5oAhwoPug0uwfA7oG0y8L2zSXPj/zS8bIDD+ZeK2VsqRz+HHKHA/W4m0Bzrh3hOy71Zip9YOAcjcOmRULnWEWjhLGJ/W/a6/yaOoCyaLfNEAE0jBdsXrH/z4SSA8Zc62JYuwFma7aFcsACYP7WApBTR3KYhbpcmpFy7hZ4S2M3ykntU35WptZpfhXjNvkas6x/UfjYWZUIKQVy34BWvYS9j2aXezloA68NcAPDwzXa6wHNsysB6e2udutrmhI1aQ7+0XBp25q+d3Dm84vi8td3wp1rwihME7DVsrsZp67ug37ZgQ0YpEONwkmEKp9324LBAubIsDzi9OISfO8EtmXsbgQh9veSLyQDcLLTWMJCsz4CUPF8QAEXH2a7L/pr63PcArDQ68Clz638RHBt1sFNtbT+gnDzXz3CKtAIk54i0+xQGcws6KTyAJm9NyfVvKPmG4ALCP9b+wLQVMElRmcYKA2yE4iarJXnVEekJ3imYc80WF+QubzT6lTZATpNmbsr7TFDa14pkAdtP3rrRDdHQACl3cM1y6KFB4EY+s4oCCsPENqmcnOk0gfFz7nUlbysUrYZMaelasYhQCvWPQKYRZ+K100Mh4fc6OH9QdOdJa6KATA5CcBzEp91JkK3MXAs7pD+7AS0wX/cMjPG/9k0Ia4jK4vixLXQ47qvgFqQjqtG8qJM7CfEG/Bbn1uEKWVIpkC90s1WdvZdq4rP606VTBmL7z0B9nJCe/QUodUSeHgfdHmNfHUN17TnoK4RjnR2qifXKN0ByWNCiW65HFLbllB3SkUDnySPt0dV2oDaOZfRRZGSrAz7171SpDy+2YBOj0H7AWkYsRomrL9zwObbD7A/q23DU4/KTa9aGHHSoL4ngl6zmy1CWxB2n2muqJ+LmtktLUu60YGxu5ZDFnYPGe0NVcBYbTsRwNQ0ccwA8Q7aJ14RDGCBR0HDTUMRKpyAvNCDkql8DkQgLBqd1WNaE5ptqW/uA41kfWz1ngkRjrdpW9IApEP5JtIbAIo9IWrYYRxi9GhM22vzwbIuRmqnUCbsfXmXdmzzYur1YF+bDzMhQozK7mFtb3dRAsqz1+8lnLwfqYdQHhcwtrY4daf8tv2/P5E/+psikHy3ldiDtYiBwzHJ+ak3QQBZG6tdxqy+FhYfxyPuOLSMiubJpf3RhnBrnTHQbjOcgjP+XN+X9ZANcxvsrg5onl6W6m22ouitVsIOvOJKr/z2n9bFjPz0OfLNpkQp2pUZtDe3O5HciO6Cnh+C/TMHTz0tB4ByRnarRlhyrvKTIE+gtgGa5J4mzq9b8IH9b94sfSeAr2dcMjN4GORnq/QMEfJ6CdoPoO0B+WSJyi0KAiR+ZiRqKe71Nt42ogXf/r7yuW4CUKtWHycfzbobQElhGreNellYvudrzmqYnGk7MXVmtqOgGgPUoj3aIqm063l9CJ57uvrcAMAChHLNZ0dwc9ojGhx1cTeBa7c+YeOxTVBEgVlphCjPUqkDsZRxOKPiiteIYL3rcqqrg3vkeH9EwYbifWPv9X7Q+ywYJ3qYxF0WUPzqX3ZF4Vpt9ZvC8Vud2m0p+/b8rCMrq3ck+PplkvM52x3jcEQY1iHNqSstBMslcvRpxvIiu+eSu8tW4ysvnDTRGWXR1GNUJU3ymdQnxC1Y/0ZlIsxR15gZjqKRamOLEwHcTdDKHtcNuCVMyxbcNnKkYtacTJTAF5dy1OLrz3GjnNwOlBPblbPmi0s9nSYX0A73G4DzNIFfnBcwNz7cTs5Z9HLf9Q3KifHGOWSAWjkhx647nPtJcxV42Pt+L7nAF5oI63DQo9SyRFlOE7BeYXy4QtsmTOsOw2kv2vZdQGRaUdQi/IbSXxXFkSDaqN3mgQJFU5D2oHonE4CmTLjc63MeZq/3zMS7ca3rj9Q6n4EYxl1t6xNJ3vAO6K6kzKkFElvEmxye0OxIjVRy0ELcsrsRKKnP7zYY6ZKUnSxVLUw4wLlko4m8HLUxuJEPoc8RhJ4JOCp96QBlWuXsnsNxyc4IAMORtNvLY+uvesxdW9coRaJicMvmdsZcj3uYN6ypHuZG37irivPB50UqY/yy3Y/3tX3uWrA8u3yWqzpFoBYgZ1+TFJ6VehXaANAIZQYOp4RuS/Isl3srbyAOrn5WV+W8Zf6y8t9w4d2pRmx5Q0AixG55GGXtE/PP9uPqOPSDtEt2ySHadT4+tubU9pKUouWWMN0/QpOSeJGMmuPfMe7levVrAtwEOjkWUN3tgBGI+beJGlADsO0HZ0eZmYeJX8w1yMdjzpYL0M2mkP/mvtM0sHSv1HVgSpITxRbxlEFtqsPy2wacFgLYNxuvm/uXk2jtOAzgRLj+xglyR9ifSsCALZ4qQRHg2htwhwaq99MYwCM+ByD6MlNWHtg0zlYMjxGEfBGqZwQ3xU/ZlZ6wqKOXigcxmHYBCnUnDwSaeqDVHB8S5MMOSId7jNWnBGSleuKOwEBRh7zdcaknKUjqLiBy8n5yu/bLuCS0YeFXgG1VpvrdcdvNAeCcQ58BXW40kb/lUsnA+hMW4WIrLWjB00IAavVZAQ7jVL3tVo2YCyRqlVaHpkyEOO5R+Fv/eOpWkqyEEkzF7knj9gejXyZUdEoETlYPidG8QkjsFmkornPJ0r6mMufjnLFUyOYj3d1kdDe4JQyMDpPnFCjVJbGi4yIW2Ni0IYrTqKhm3j/BwGnG9WTaeUlC5WPYUhHCMTMkhWnREA5nLbqbSQRFTHiXCNNRB24TmkWL9PwKuNnAlMi5AIjX60GVtC22P/kutj/2DnD/DHaoAh0dgb78Dmi5kMCYlEQzD4E31Pei2VqyFgBuuIyn6gBCxTx7oZ+xn1EJSvJMnvREG4uKHKtcKXddbgwFio9402gAD4HunQEA+k+vsbufsHkrYTimAD61p0UFVHxbu6LANdtWzYNitExgptGh3J/CiTju3aD3kyUjMp59vvUNGtd8NyDpZ8MH+ncai5eL0Q+Wi8PKWH9ENbePIkCiz3Tk+A0ccx9XSalXbLelQs0tcDihW+H7NHuv93UOYxC2xA7gWi+jcTikMbC6mHDzRE9BY00DsHw6zymiR10ZSASQi4JIwF++tPwvh9MQMKNAO3UlCCaCvmmjlpjK+yoaLJtCQ9hBwLkhbB4nv785qJav3DdNRWhK+zVgpSWNGi55Ucx9ruTgIR9n6+c4zywgyBOjmfYbx4vCO6hw6lYX8w4xb5pqPtkYxH623YyCt38OFEHWWHvraFYzIrebXIRA8PEe13Iqz7RsMR0vxEkCEOo1Oj7ccb0eGveU0WxGtJc74OkLAerDANw7wfZr97De7EDHR7BT3snSth6tRJJfXApID0MJeweKRh6PMAOKxFNKAymBJirGRwvGic9aR5rEZBIOu+tB6yWwXEhO7nGEHETcYHrvbWzeW+PoB1dIV1u0OwnrNTAxDQdA0exM62M45VHRG0HLNg8I855Ig3p42FbPis5Fa4rgZwEjbjEPGqufhjPfIiOAD5Uf0q3lLS1B70t7FO3cchebwdAWr7ex/O0peGd9A0jkZ38lGi0i6BgVYnUbpW7mLTPnhaOR1DTOysil/bJ7QOiu4HlUOKa37cX41N6YphY0Og7vmQk9Cf8POdSdcgp96HOjaILl3iJ0cw73anmen9r6TwVAGgDCTGgoSEV+1+ZoPBGmCf7/XkWbc3GuEkAueQL3r+DLiUCog7AYtZDK4QvzKLFjwTi8x+uA0s/WF0mP57Px9Sq5uyfJjiUXzxRuCu1XHdYQ5wVQklpZe8I9tvtMQ652G1bP7YMGx/uMdMigUQe8bSUOJGe8KuT99QBuAvoPX8jKOj0Gb3bAsAFt92hvFAhXSyHx21b6r+swfOk+kAjtzQYY1Opj3iYRwAEBW0vpuo9Jm/V+8yihBGY9dNipFhIN+jAIKFhZ0wTs9+DhIP8bl2d5GiZGdzWBdgO233oETrLohyNdpKY1Bu8H00oxC8apQDUVA5GlYjUDXbMrE7LiNAOH5/6jwcAUedukftmV61OgVeJVAb/XlX3y3zK2Esn20hdb0ZrqNKdcNE8bwlnGu+46/GPb/BhdGYSUacDtNh6DFdpF5X/rr0hfEQPLZyUkm1H3h3DsXC3c3FHt6hjeaXy2aO8F3GoByaUvVOubG8uMEkmZ0V2j8KyAa5c2TrEfzW1QTjqSMTB/6LJjqDVMSdfAWD7TcTIFQzXTyKPPXSo9+tA1/xLAUnY1XAF9lcsDIsRzCIxxz5MwbjHi0bTvqpwGVVCQ1Wl/2qDbZA8CEkEV+hwFzAtlJOVdvdfi9Eej003+fVvSt1Y758xIAI4/Hoq7IUPiS5okHm1dFwb69vV6UCWab5svr8QlcLfT4JsJuU84fPmBAOGihwW28HaLZjsIJ922ohkvF3DKxM6w1B+espD/h6HWviPFYq5+0wRPBwtIvpK2BZ2dyDvatpRhRtJggAEAZkbzyTMsfvl90GFA/2SLB7/0AssXueJQ3TLtiw1VRKMtCEv8b9o6SL05TLtTDTny39yg8KsUgN/+DpqKfbZ/UE+yCPaeryNoViYwPK+EaoaelD5oKxX3GIEBqOaogfnhTNz7RLMNIehRcw2L3z0dqO7TeMWsgDxXWyIghsAnz7jnWisc3F2DD0LU7m23XHuzUPmuMhxzeH8QzlaXuOuxhEh27qJpoAJe5HMglslJhMjUk885e1e7L8Zk43jn3hlxh2d96GXHORV2MVV/AhU1YlSFaOEc2hx8vaNMniTzIWXcOr7N+1v7bH702l1JnexdVm8QsH0sdqdimL5r8qB+Xp8dj0sfVEI6HuZgn9lHwT/dsgTy6ZF8dxCvtFddr4fGDQg/vNmWdjcNOGc02xF50YAXPXi9AB0UfJsEbA/AqgMfr5HaFny0Aj2/EC3YDJQGqDmLx0gM3jEqhS1Xd9DWAQdnSgl8vJb7r2+kY72eqAycRBQOaWA/8KF5co587wSrpwfsT5fY3w8qqtEMhGJYJA2TPqhsMQ5Y/45aIvQr2446cJlWYlpZCO5xrS7DTxsBSaRfNUFJAC5q4Xkhn8t2u9wXg0YssKFkvSuLYVrJMWPuFqiCqbX66fu7a23rXak7TdNPQfMLuwrjc+fujrYzoAxsHhOWz1l2N6i1N6epEH4HMHXeVPvZdzEdSkCVPRu0yhgWX3lxeLsMREs7SmHlXtMaTQNNtnPh8GxDMt01Kx4F4eNjE+cg1MBq7bV22XyJWBbbNOuXSuMOhsyYl8TSwDpYh51bOZShgKvMi2KIjJRDrF9VX22jHbAgboAkVCKhoqTu/ebk/ckJaGIQExe6hImKraMRQXH/18fCt1ufWD/p837luGsr3lHcJgwPj9D2LdKLK3DXAufB4DK7PlfjJqKvENHfIaJfIaJfJqJ/Vz9/QET/GRF9R3/f18+JiP5DIvouEf0DIvqjn/cOBxELSTdNebtD9/1PAQa233yA7ZeOwF0D3DsBug68aEXDOFtjfPcB8noBPDgT32kD5bnkjC6EAOxQYnM/JD2kIb31EHjvbdDpSQFtA+IYjhoNCOMoR60RFUOl+Zr3HbhrcP3eonJTiwtiXIZRITmJxlObBg2w+j9sFysawwBlKoYxB4ug8XOC5wMHUBJL2YIkVH7S0Yc1CoFi0Kont1cnyanvbnAkCyOWCW+BNEVTh3OrVp9oNPX25bjgA/DT7Z8K2FulPmJgTjSEWj/FsoLGbYLM+jHuXhDeM6er5pdzuW15v//cxXXb2IZxyLNYjeg9YbsXP63GEnh1RSDaoQecyP2754dmuBtkGG8XVq1o8/49Sj95XVi0/tzSrR2MtckMfPa8UY7VSTsobfc+DP3v3j/2nc1HksMaxE++vHN+2DCxKBSTGb2rfq0/MHfCeCKTlMX1WNlnHDxTQj+ZAMtdwnB/ieHdBxjeOQOnl8PzF6FKRgD/E2b+CQA/BeAvENFPAPhLAP42M38bwN/W/wHgXwPwbf35WQB/+Qu8wy9qW6DrSurVmw36Jzdob0as3r8CffAp8OSZ+DhmoPv4HM2n52iuduAuwagU57f1AGLPy12dzp4EqJskp9v0ndAiywUO797DdLKUUPndAXSt7n6rZbH6ejkC1J7/hAigJDzVagle9BgfnWD/9hr7M8LuQdB0UCZSu4VrZK71xXviJI/GzajNRZAK88zOmawEhsmusfyOwOHvmlEULkxYt88B8KAaOis4xEnabuS59gZV+61s08oqo+Vc6Zhpc4CCuv3Eszi988I7qPTxLSBQzc9Bem6gvaNfoxDxftOxqIA93O9aFt0GGr8t9Kdd7p5n2p/OQcvMKEmouAjEWfuNTskNYVyVOWhabwSmuRH1ljavfWan5DT7+tmK8gntLLsBlPk02xXF9zovXgFjqEN1ak9wN9QfUyhyS3j+h3JVf/kd8nybYXhisQP08dSp+gQqu5odSy7w0PbKtpMBMEuOkqYINw+wshNxwprjXk5/fxU6fy5VwswfA/hY/74iol8F8B6AnwbwL+ttPw/gvwDwP9XP/6oeHPx3iegeEX1Jy3n51TRieNwfqmPLAIA+/ATdhyjnSrYtsD/ILkSpC1xfo3mqCanbFoRRqJGchS+3vz2ZDAl9MopBwOmRJomweB/qeXIQUD5a4/CV++iebZDUE4WvN5JKdpKwehytwMcr0OUGfLrGeNRj96jHuEw4nIgUnywHtrqkTcsisQ18zP+Wk3hOeO5nm2zKY1vwSZXiNU4YG8MgJ1wjtWdymDCmzUdgtHdGIJptV12DCu90EEVo2yGUpRqe5dWuvDwieEZPirsAwJ6bStn6ysLl6n3jWjTYZl+fRmRtgvZ9TM96OCX05zUoWYa8uFu6lV0xhz4Lu5XcofI7t/Fyftx2UCjfxXqaMStysGbEjJqnaY8x0MR93DUft9kZnC8P7/FUsBHoDLSCwItG85dRK3cZuInrZ6cFeUbB2HD31lCNO6cC1tGd0Pp287jB6Y+mOpkXZI699YvJOXZr++Ek4dk/T3jnFzKMc2d9hxvZAy1XfN5L/4u3iy6y4Idva5ZMs9c5TzqO0h4xvDYjIw1Z7Ay9HBr8quu3xHET0dcB/BEAvwDg7QDGnwB4W/9+D8D74bEP9LNXArfQC9LLbBqyXdE9D5DIyu0W2O0lEx8RCI2AqB0tNuXbGjYgubvNLztuRTIDnHVblYC9lEVHa/BqgcOjNfpPr4FhxObH3sbhtMHpd66Qnl5IPpI2AeeXICJMZ0d48QdOsXtAYE3MPy1E43R+zDYEo1Ak7Q63tBrzN674aRRAdEOlaodk0YOmgUetPmjQERQi7SGGLvhknX+f+9rTwrh5TsDhVDVqRhXFWLn66QLOnYZ+V/WjEohkzyLk6DDsnur6+qJGESAGjNVWPRePEiaR25GXn3tF+C7hhkVA3gHWpfK1FhYFZXXZ+wiV8Cn+x1pnp6tqTww/vDdw07kpmfcczA0oENoHFYLRc0c7mrh4mRi4JEuKZJpxENq5LaeoR++jqATkljAcyyk6LjDGIlhZ+9yAbeosKVdQrLQv4aAX5kEu53kCdogxYf1ZruZ4FDT9TS7zOsk7mj3j3q+R94nvPFx5Ce6R1h9ZNOr9WYP+Klf9Ztp5lc1wRtcyqcsugGYvdjyaMmjKSJuD0MEaCfuy6wsDNxEdA/i/AfgfMfPl7EBdJne4/cLl/SyESsGSjgSMD8VNz0+nISoh8OFEHMkZovxxSgLGI4tlZZqE9pAC5Pno2sfim80eEs9AyqDlEnx6DF71wIefgZoGh/fuY/+wAxOh/+Ez8MUVVkTgbz/A1bdOcLRs0XxfvFswHIAXF9j85CNs3ibXuAQ05h0AB2pzCzNfbAfdAOQVPxomY5r05BsD/ADI9vzhnoCqg24AqMKHFuBwQ08WQ+TUKd8+q5tn5puA5bOyeL19GSVizerVFGAtBiTRQFIImY9adjR6WdnRzcx3KdouPzgB5R0GmhQAsvLqiCBOpb9zR0jbkPrUhEjU9ONYTfpnaN8ttzcDQiq2B69D1Wb1uR4ZHAxklfbGKKHxEWQVXIBgwIxRmVUZQUvU+8ZFnR87zpXcmf95GYvYJ8ZV95f2LrgQmPtYu1H8ytIcUAHvqKyFrIdWpr27jCOjORCMGgFqr5VKWdE6pRFYXmQ34PKMjnJaSrnyCOoG2jZOLohHrpwNPI0zy3yiSXUezTnTXu7kgJiFMAbpagtukjhivOT6QsBNRB0EtP9PzPx/148/NQqEiL4E4DP9/EMAXwmPf1k/qy5m/jkAPwcAZ80j6YoQOENNUzRjO6nG+OrwGXWtaNimXecsp+J0nXiphJPb7bR35Ay2KEwNuqHlEtN7j3D5rRMc/2iL9vFDTOseh7MOx9+5kEm02wOcgc+e4miccPUHH2P/YIHV9QPQMIJ2e2B/wP6kKQmKgAJccQJx+S4d5DsKgObPhOdc821k4ViODnMLBGk+7l15T8VVRqAMYnYO4pEjTgcFbNOWuACTAWQ0QEUBQzZ5Y/APhba5Vi8NzA2QQDLZzX+5kf8tOX3Z7hdB4f1s7bRtrS1uo3IMnBkuVHMIoLBr+5iweCECcfs24/iH5PksvJxchISNjx0RVvHgUdmKY6nCxoJZovEvavzuT8woGjOVv60NlNkpRstNHekyOzUnCgNi6VeQ9j0XTduCZaa+aNf2fBszKbao8ntLmaHJ2lfuLhlsM/Y7Hjack+wgGJoO1edu2RU4zTZPXOWC30CxFvimhXs/6/ws1IeejqNxFTEjo0X8Aii7kEn7syntkRSuKK6ALqCkjWlgNLtJ7AKbA2iYhOrdH+BHlbWN5OV+xfW5xkmS2fBXAPwqM/9vwld/E8DP6N8/A+BvhM//bfUu+SkAF5/Lb5eXFWojen3YdzGNazhybJ50nHd7SZEIiNFRg2toufQyfcegJ8Pz6TGmdY/+ckJ7ucN0usThwRLd9SgJYD57Jr6VCzk1h282OPn7n2D52RZ53UnGv77D+NXH4upnTYoLOGiKdkVN0b1F4uTX+2VS1KAwrgqYWvnNXu8LhzNYkiOgvIdDfXIQMnZP3aEo7loqOIg1Q+BQJm1ugM274SgqBc28KP972DeEIjJPmmkB7B9yBYScCOOyHMsmu5LgZ2yaeCptck5xzr3qbqQcHhvGoCt9DACLZwIm7ZZx8n0DT3k+TYGPJgMvwuFMgCca46zN8XcltKfSdktZEG0HEZRMi3UXOdUAzfMkNyEjIEJ7gyZoWui0QDCIGdiX95jnR/ZDMMx3vAg4B2rTo5raNhCFaa2Jo1ZMdJynLvRnQwLCllOEUIyQMao2KAwW+FZ5qfhOpgiA+IzbclQwOsUU1qy5B9o1LuWfEgVc/jbfdHcNNNC2PhszussDuhdbOV/yaof0/EpOv8lZTug6HMR2Fl0177i+iMb9LwH4cwD+IRH9ff3sfwbg3wPw14nozwP4IYB/U7/7WwD+dQDfBbAB8O98gXd4x9vFk2bXA8ohCvFoMkBAt2lkwhIVrRsQo+N6JbltLf+I+chaBKXm3KaFnCPZf+9T9CkBTUJqE8Z3llhsJ0xvnSF1EhlJ4wR+dB951SFtxUmeMiNdycHEl986qrbqlYZJqAbUwSdsH6OGMi2U90PQZGy7CfVzVp45LtK5hs8p5KiORkD7bXUKXGs8JswPM07lhJ1orDLfZWKgvQ4LKwMYRYjkXjTY/lKfa4s3BCfZJaw+JX+PvXf3WKL7mo8IKbMYMhvy5EK+i0i1hmj1iYcBzOkZTtJ3zb7OW9EEY6k/hzKmzqHq1RzYtW3KYgQd10B/yd731UKOoO/anfxsHxH6C4ms8/dQMdKJ0ZBm4x2i/AAwiqGSCRprIHTKcKSnFjkAq1Y5T26l/cOgysgr40O+A4pUiR/WgNLnlYcSguJhwBmEdIyMNdrEqTvrt1RwtQ7qCSAfokcBVALA6lAElWruGe4N4py9GSIDTdPuFV8syCkAdTncgjyfityrwnFgtBc7gBnT6RLUJqSuRe5bpOst+PJaso02jYB33E3Mri/iVfJfouqG6vrTd9zPAP7C55V764qGxJTkhUaRWOKmmIMkJdzy0dbL6BMwSz6RKYMPB8lxYjlHKMlhwOqyJw+SuhJ2SFdbrD7psHtriXG1wNEHYpFuP7vEdNTj+utHWD05IDeEZjeB00qyfO0NEeHb8bkr09TrYgaKdmYat34GlBNU/L4Yyj7bttvn1f0JGI/U/Q5wDxBoFfNCT60JQG9acUXzhJ1CVe8A3kkDvRYX2kwTAAzQHgKQRuFk4HBfnok5yM2TwbeuDBy9T0GrIxEcSi0VPlfOp2x3LBZ++zzUz7bXkqaz9FUMC6840EADOJeq/8eUsQbWDkIkQN4coMm/qAgGBdGpKf0YbQJMAvZIKkMzwNrxo0b1mT2k0liJCvXApV9c+0f5zOo6zThsA55xZW6bDITUA3aZ1u3lzwA4AnkFnrP/7V67LDJybuQtXhllHRntkDXLRFJevBii2QUBYP1QjK+VUqXCYlrI3GgOwdd6XucApN7fBvheZxOqITxe5xkngNsE7hrkRQMsGqFKGgIfLZE2O7HHTdMrDZPA6xQ5CdReHoGz9isAODXJ84V4oIvdNozCke/2FS3ClgtBjZGgFnxyBNru9dQcCLDr32m7wuFkjWFN6O73WP/gEsgZ7Y8+w+nhIa6/eYLDsZwhNykdYGHFMd+zXza+L5nEdWBAAOagIboBznJuW1nGwwVqLHfF08PdrjQ3dn8ZUqjO6ljxgnGymsCIGx+GG2Kqw3xjmUFryp1o0t01KndBa38ayvY0jXV7kIDrb0w4/n6DZqcV17JzD+RBjEeWInRuLvfPbPFSeDfqfkYAucjdxs+qPpj95iQG6Tyw0g76fws5NGlCJXxt7NIIDEeEZldX3kDbxsTzRKci6KzelZ3Edh5KybXbMlZGhVidadJ8J02hRgy8fZysfQ6iMyUi9O0t20PUxqn+DAhzPCggycpHAEpPoFWPr9Qh7DaCGyGD6/YiCFzYmhJbBmlSKuvT3IlSEG0L0UvrrnXtO5iwo+BE4L4FbQfwSY+0nySVayIxTE6THKtoye5ecX0ux/1P6yIiD4SJAM4WOGN+1uGAX3DJJ0IO6I3fT31fuGwNtgGlYrA8OUI+Xckp7nmCZf+jXqy7tD3IYB5kwLhrJJcKM2izx8mvvcDpD3fIHTAcE/b3yE/zXn/KBTQTMB4Vza46ddwGtsEtMKi0XaontKcmNUBhlFPidWGZFuwcNRfQNAA3EBrXso2+U+vR7a5F93luaX1XOihHGyLi4qSVCksdDHxSMMq5u9sg9wzH5dl4iCtNjNPfaPQghQJWnGRXYYsyKViWulsaXfK+MW00cuHOlzM8Z4fx/66lRTCK7TT8mxnfBBBRjljLcNdOyyHjQKhXu2H32ijeM7fnjH3ORB6cw416GUXNl2cCsNLKqQivFKgHDUKJPLQF71jfmcDxxE9hvth7YoSv36NjXnaKITmX1Zet7DBWtiZQ2uf8eVNOmCnjU9w/ERNohXq6Vj8x0sieTtfWbZoYw1rbrV4l4zLVhlNrqwL61BNyV9cHkDKnZSs2sYYka+BuL7EoOUsuJuD3oMbdNOVcSKND7G/zANG0h9T34Ksrv8+1bs0XAsCBPR2tAWbJOXI4gLpWDJJPniFd3Uh2P9JV1jfAMIBSwnSyRLfJPrB52YKO18D5FWizA9oG/fc2eLh/gM/+2DGmU+D4g4zjDw8gZrS7Hpdfa4AWSIcQAXbHYnUN0IyHASyqy7TDuKhjWVQWiwXZSF+UMoWO0I+VOrnFgYd6+ETWew/3Gf25VMSMk3fxcRXgxbqad0qgCcxPmkm0wurMR+iioEKbCP/LDkLuFRK0QAMU54CzCRfN2qbjYRGjdg3HQhksn5b+jLsIM8T537Pj0szuwCZ4TbBGIWHlGsc9lXGzI0wdlLSPfP4AtdcI1X1p/WieHJUhLtB3UdsUgWVAR6XPAAezNDLiAb/OA8845DJopd42TuK6GKgjQkU1eDcGwXNLaIW5bn3kxlF7b8wSGCNCw3w02olNE/fdFJVd38RYvogVMFqH6/5sIS6bE9CEDIvx9CIwMB61wLrRZ0mS1jGLvFouxPmBs8S05LsAQK7XA7gJAryWHzucXhOPNMM0CVh3XZFIM3rFg3eioVM167QdQM8v/FAGAODdToC+o3J6Tdti+Ooj7B4v5FDVHWPxbFe2jFkcgqf7J2ieX6L95Bxf+s+3YihlxnTU49k/f4xpRfAggwklFWtIND/1gcueG3KMkjCgd2NUmMBRwwlayJzvlnprOcGvNFrhUyj3rndzAmgUI2LUToEgeIL2GXlQ934xjSqH5znsDqj+W7SvYnyTYKSiJRpHHbfHEllq8wOYGuWZgxZV+ElZXOYG55x9zB2t8sGpqtBPFrAUOVG73/vcujiUPxcGbhCzssO77TMXErEcDu83QTSIEdkDmuYKAsK4RU8MWP25esY0b/M2sbzY0S4SL9eKZ8qJ7xzHWinwz83j6I4y/f9U7vNdBhVBWg5mIIDLiTZicCYwcdXHsXzP2w3Ztc1zk1QpiGNgU/Tssj5FcdcEUIygDBco47oDvXMfyBnpeg/aH4D1UmjbWbbR+fV6ADdDDkEA4P7aKSEdrZFvNqJ1W/pV9TDh3Q5V9r/YUPttWvvlNcYv3wPfW2K5O0hU5DjWqVkBD8BBzkjbEenQY3iLsD8jpMMK7XbC4nILOjvF+PgU47pD8+IK+XQtQHgYJIPhkDGuJXKMuDYouReGgqgb+6KhB2VBuleEaVWmiSjoR3c80q3puJbPozdITCAPhMkWADyCuD93BxjFba4fjzXTTCN/CKDQOPZuKm10npxRCxzAt5sWIIEKwBHAXbS57TsCKutPyPvcjtSygCAPUYZlzQsBNlADYegHD5/Wd1hqUefoZ4RjBci59LVTJarhj0cEGuX0GPeHDoDgABP7JrSXU/FK8c+1f2kEmiB8rC7EclyZC8dZH1c8bgM9h5SKQbjGsmoHaW2d3eJtAQCy8PvQZ5XtZB5ZSi/pTwPvpDLLA8gs4EsesLG/RS81AfBnAF0JRK9/iEwN90WBLTcCU5c8zYDcWECf43ztE3aPliAGlhMDzy/EdqeHsaB+XXW9HsAdL42ETPfOxFBoZznGW9pWthTjWBI+jWM5yX1m1OTNFosfPMPhqw/ATZIEVTPDBq1WonHvD0BKaJ5fIr21Qm6Es7r4Rot222B1+gi5lUxjx5+M4KMVDm8doTvfgZcthrMFckvYPwBAQFJgNt/qcc2YVhn98waNTVKrQwBMjv/b4kBZpEwSzVjxqzqJ2w2qQa8yCTqviBoMcPu3A7FpSZP4Wi9eUHU4sYGi7SxuTbhYvwzPs3KnxmnbShQAsb+R2DVY84hgktDtrMdzdVfkfcIdgLFUJ7fB+yKGMUcN1nYlBgi57odmYHfLrE780d/TQs7Z7G7kvnmfx22/0QxRyAlHCkwrcQuUiocxs7YoNRC9liog0fstZW/xMKnd+xgUhC8VEFINNG2tXuR+yj7mqN8XvUxyQxV9Fe+PB15Em4r1Qw4c+vxZDn0d+yD2DxNAEN9wp4oyA0rvFCOn3m+n3ZiBV0HbIyVdMBVvpzlo+xyBaOt+cRCMSu1VOzk9DerwYIXF8AD82XPBNPWKe9n1+gC3GRSbBDo7Bfcd8OIC6WitByv0cO7HQtoXPaYvPQDtB6TPXpSjyAB4ClZAzo189gLdZusA78eRZRYNfrsFnRxj+/sfo38is5UTobuRSZY7sfZPiwbdddkC3XzzDDfvNFg+bzEciYfJuLrN0dpkGO+N+GM//n38/V/4FtIoAqTyZw1bwjhuMRGVTRzz0DDD49xABuhZj0HjsucayycSAMtfZ2AW6JDhRLxQ2g15PZ0Ht3ohaEFctrKRf/XLNH0LYLBdAdQXu/Kz1bpkgp+8bZ8DxWAGdX1MpVxzA5zc9bGENnMi0MClWlQAJY6ba4MM5IV4fFQUhT2epW5tzIEftdGgaQqXz/43Be14PJLdWn8Rxij0cSwvCp45qHIAbaO5PMqP6nIj1XU4JvRXRYBK2+JkLGMt3ikBnCxVrN1/l4Ye+vgWaNvuJnocBcotev7kLux+lNP2uVz1V8n54tq4AWfS/22+auBPKcfme9GApc7yf0xEZfPH+3mwfuKqz92Ya/7nDEyLhMPjI3RdA+QM2h6A57OtXLheH+C2wJmcRcvuTjH8+FcBSOfkLqF/cgN6dg62U3IeP8Tu8RLLj7L8D4DWa/CNOi4Hf24kEuf2GPKeIR4iTQKGEXx9g9Wvfwq+2YD3B6yfnGL56AyTZvm7ebvB8pyxfDqAE9Cf73H+Y8cYjgj7e00BmLjNC5McGeiftPilm2+h3RGq6EibZEHizxejGZxcW1bgk46DT6xxLb/bTfgeOtmNYrAyjYNOoRwuwiR6JVDWMk3bsPo3QKbayGftdd421e+IuwnuFbQjr67fEWbvgoDELarEXeXYfZ9jGaJ5qaugfi3BFfqca2uWeJ9ggRnxc8/OFzTpePiFRa5aH7C1MXjipEmrbYA6lecBOZLNfO/tKiCDQtu05X/HKELlh+9gFegs73uUcpqwg+qvtI2mgWu/zncXNh+dFw/jWiqOW4KmoiDmBttgmI02Ersq75tdtEvQrXtK7pmSKkDKLvfSxOJyaEAOEzwo4xx95NmEDGPqUh28Ze1s4vPah40J6SLg5m0d1w1ysxI67bAEf/ByeH4tgNsz/xGJ//V2h9R1oPFUFlGT0H92DTw7B2eWjH2nR6CbLdbfOweePBfp1STQ8Rq82aBw3iWHg7gCHoph0kDb/j4M4MOF/E0EvtkgjSNS26L9tMfJf70tx6elhJsff4zmECaYXuITWsAPDExLRtoTmo38xO2dg5st+LCQCUVDcg+EsIjL1lSeSZNonRUwBpCpANo0rgzkRb1LqBYN1YE6cx46DWVLDoT6qdaegVugkYNAiRytBbkA5bNKqNlXWq/xSOqdDnANMbfA5kuM4w+ocIpT+A1UGmSkMDwxWAQqFFfDqPVafzoMcHne+zpos9bX1Q4ljKd9Z+6V8XIgDgZMeybfwbHnTt5tO6658TiOrYF3ZWhFuc80z+jFY9/LDouCAC3aagW4c54eqAyEUfO3tg1r2XlJulcbl7r/TPjlVpwI5p5YrphUO6PSDsmFw7d2jXE9u3ZelG4RwDFoKJY/yW7A55UKwXiQhRcTBVkGcicvzr1Sui+5XgvgBlDAVL1CeLtF+xvvS6eOo/RzkwR837qvjuwJ+OSpB+HQYukGSSIS3jpnoUbsVBy71wyd6uhe/L3l5GmnUHY74ZyGQYRGm4EmgZuEzeMW+zMqxsaoFYeFyQlotnS7zZBn3HgZAKts68okinkh7D7jMYEAKkVR8ssmvuUKcY+DJD+W6AooWpT8Y+OjXWULzBaDvivmuoi8ny3gmA9kWhRwS4eSk7w5QLhzLv1x69CDIAw5qUCxdKda6TQCRx9R6TOlV4y3tW22gfEtygGoAIATsHmH0F+Ij7W713HxEIp1u5XL2uwEZlgDKrfP6EXi4zQ7LDrugjipUTrQDNV4EW758EeNMY6R9ZdfEVQSApipUdPPGOV6bqq7prn7eerXCPSzeU1hnlgQVzR2n/84Y/E84ehDsWnUXL32sbbxLiOktx8oRksAdmSYUSzVuCA4BCAIFFMEqbTVxza8pwiE0q92f3ViPNXCgSE0XFLbzeGkud2WcL0WwE1AcQHUDuJhBKbs6VkdaDODXlwKkAKSb8SSU2135WAESsgPTzEe9wAR0n5E8/waOMhBDbRYSC5v751JVoIG4QAQesVOsgGAIxUM44T9N9/yfNu+4IJkr7ZaAeTK1hNuhPQcxane5s5BKpYbqQMrrzbO1O9yMB2Fg6cJBSTjtj9qAFo3yvo+0/oiUISrokmsfdr+aLSceqDbwLfvtnjdS2a+XdYFGUPhfWE1pQyvg42B+RdzSMQEPax2iAuoNDoaluKuZvECSIfiUljlBQ/CxYWVjQOHfgsat5XvtgJGDZQmkHVK+onwCAItvgNljC1rZOTs3RMDpd72nlifqHX7ODYAMlVadKSx5h4XMWnTHKC8nnrlhlBlhLa1wsC9XydEuurWnDNFKWjE5qffDEFoxN9hbF3D991MNIbXc4ytwQx4UjuGZgMsWrSNix0O4rtQO8097s5tbsTx43D/K67XAriddIzZ//R/3qlGfHIs50xeXQkHPU2gGGxjQTjbnRo5geHeEjfv9ph68eM9TQQ6WSMvW6TdiPTRE+DRfQHjjz8Liay0Hm0LOlpjfPse0mYAr0Rr33zlCJdfbeWsRltMc3BF+Xv+eWUsjFusoA2xasKUJZKw2Qf3vrhlI7mPQ7lRO06TbqXDJLKcIXECzetReS0YoASNO2pPnOBeJQCcz3Vvidn9/WXdX80O6h+MUAm4ZuV900QDUxA4AWCM75V6S26TdsNaBtfjRaJ5gws/HzVTq8dwTBLNGI5Fi14FnAK/H4Wa4I73MRAAN26jU3hdrvsGszljVwSsoj0C27cI7U6EjPfJFDR4ChrlDMi41XrZ+1wjnwU/Qfq2jI2BUkmLGk+SkXax0wU2f3Mrnh/tHpVQsD6x3c2dmudsbpjwt3UTx2hcErqbHOoiAxNtRgR4kqxCw5T7XqH8Fq+UuUYd8sub/caiUi1BFkwgJ/jxb9L2fOe77Ho9gBuoMwDOk0kBcqzZdlsHz0S3izsOB+4/eIHDvbeQmwYgYH9/geaQsXvYYf3RDsNPfgXbtzqc/fol0molg6RGTnQt8PA+br55H8NxwurpgN3DDpu3Eg6nIXG6gVX8HaS1LxAugFhx1HqZ/6sl4pcP4QavudYROT7XKAzswkSzyRuNefZ+39JHLTEFANL3ucFl/k6td9wR2HVL+0cBmBS/s34Khk33NImaOpW+teYWDagAV9XnpEIq1C/3khOZdWHlVk+cD/XPDSFZ/mfm277yszUl/HoYh3A5dxw1PgOHmQYW+5d0hzP3RklTsJ8gAKyW1+7gUaE2DtHDptKCbZxNcLHQWM0e1e7vtsdI8YyItgI70KE62ovDc344AXwH5XaPINw9Gx+VvrKgMcz6v9rFqKJix4e5cVjbUBs/o6ZSxmWepfT2/6XMah7MQNvcISXJWPb3yXopf9sZl+5O+5J5NL9eH+C2nCRA5YNtQTa824G3O1RZBCOwa+IptmTkmYGLa6w+OsbRYUJ6cQUQgVcL7O8/wPOfXGE4JjR7IHen6L9+jO5qwuLjK2DK2H3lDC9+/0I0wT3j+r2ldLS62jWHku/D8lDkXgCgvZmd+hIBZ6bl2OJ1rg8oGoZrPLi9rZ65rUXtd3+PsXwuL7Rb4okl9mEa6/f4ZI/8LIkm5hrbTOAgo2jYY3FRtDYPR5IbxXl81N4Q8bf3SRR6NiV0B2CeKq4dR4Fm7cjiWSO5YmInBa2GAAJrsipUi8UOIjBKKh3YF3+agWIluL2zUQAR9VUJVdW0JKKWfGcQeWgXpCggH20ZuRVh1F2LP0R7w1WdnKZi1IJytquwPmi3oV+5CCyPKjRwJYRQ93DYbdYXR/CJQsQEcBhrD4OfylA8+4OEe79asga+9NIHnEqaAR5l8amv+k2fs/6YNC1xlXCLAdbzxfZnCcvzXAkIi6iOc4dRBjdNdvADEL1zKrdCzzapQpDZA4t+b+QqsbB2A+IYEalaOG93kvyJs/TB7GQbO/CX7HzKpgGtl5DDNxukLKsor3uPUGt2Mnk2jxM2jxNALfpv9hiOyBP6i08m+RZ38Yxx+v6AZz8hCWG4AaAaWbPVid3UFHR04SsfAtwXT467NFOmMiEjp+haRkQFfS9NwOJFyZBmFEc0nrqmFxayfTceS2BPBGOvn2pqxfVO25ThBsLoNw6EnOGh3XEBzxcTca3gAOon3ACkEY9xF2P+2ZW2ghKR6t4QWn5OQZsDnJ/1exzg2Bek+9DbqTEIY6n3WDg66dSdZ2oE4Bq0ex0ZEGe4QKg0SOXPhyNCf8XY35PfMQNgGgKApkCNocyjFADfyjdf+6jpAmWHUNFGQOF/WQVYPFHHeV29dxZc49p+LAfApJ4Xpgh5PRg4/a4pLKR9K+A7Lgjdhn0OO80X5txdnL0JFbctRYBnazv590lP5eEEDCeExaVUzIR3O8veWAkqU4wsSVcUVEHAu6dT8GByKu9zVO7XArinox74xldAmz3o8hr56lq+MC1cwZsWvYe6V1kC7RoEZajvQKsVhncf4PCgR3c9gk+PMN5bYVw1WH22x9EH4r2yfWeN5z/WuqfD7kE4usgAapLt9PFHE9YfXOP8x099MNptDUC+HVOQM+Ol56JGGZw6qpKBgXxScaNuYcGDJCc1vs9pDCrPNDY5Iygm8bN2LWq2YKOXSToUMOFUCxOnLrRMC092DaVU65Zw8cWiQBg9JOZ5U2KovlMEYwAJBQViOMUS+WfXIE1rRUmaJO6lNQiJjYA8v8m0IqQ9HOCnhebo2HFpY6CWDLBtLL2/ZmASjX1RYLpG3NQgNC3lBCA7pKHdcNEIQvlpKOXPaRcP5Ar9eyuDIcQdNLckEZ8IY8elXAFdK6soKU5f6Hy6fo9w9JEIOT/yzedR0VJNiCVLUasgliaWwLcQyWhnYzZ27ik0UGsIBmMudb41RtHFFPADEowm8rno7S2Dt3qiu34CygEURci41wmbAbzU2bfZDJSDGmqDq81PqUPI4/2Ka76T+1250sTYP15jfHgMrFeS2tVykwBurMw3G+e4ab0C+uDsGv1y15INcPd4get3W1y/t8DzP3Ifz398hdwnpMMk4H8YcfS9c6ye6oRQMEijajKa76PdMu795gHHv/IZuJUus3ST9pObMpBi9AKmFVfeB8BM0sfJMiooqZblkWN6n/3OHfxQWKBIcfGUKO+PWmkMe44eLpFTHU7kH2t3PLj4llZjgiJoGC6kIv8dgNQB+FD+5xTegRrMrH72E/shgqKDpi8idhcvSUClC0Iz3MVtK0yzzvDoP25I61QADECJloRENo4rqjRSyvDjx6zt0cWs4i7D357DJYBZMdpKamDT7mLCKOPaKxe5mVsoJxE64LoviVUzDwJEomLZxzqOrbXPDreVd1idWM+vLIbf5fMCTJIe19XI0v9U+tbKiYJO2icnHvl7Ge4nLs+z97X9zro7rhQp629tj/Ho87GJth5LVMcEfPYnxBUyGoK9jkGo2TFy8l7td8uxA/07pCOO/Xs7Xwxeeb0WGjcdRqy++1Q6arMtPHVMHGVpWwHxzd5sEc+adN/sTn2umXH0gyscjs+wfZS8oy6+2eH6vRbNHlg9GbH8bIMH//ASn/7JsyoApr9mnPxoj5t3e5z96hXSZg9eSvDNyQ+3mBZrXHxLQ8AN1OKCnITrzi08G9qce6wMlApmbiwMEjcaqHLHaJjEayRqOoHvNSNo0tBbW/CumQRNZFrI9/2FTDQ7AaXZokoYxCHi0rXdUEcmuOaMsFhyB5Clfg1asE96o0GMugmaXqR2xDukvC930q/DiaaBdaFFnmc8zv7cqJDQA4glWyP5YkqTaN7VIa+QMpu9RlyO4iluxsroohfHDlQ8USrNOvDzDhDGC+u7PPRf55NrrDOOtmiwpf9v2T0Sbh3IEK+7aKpbhsIo7GOagbv8tLVM0ZaBy28QTn7AlYtlDIUn1KljLZVBpLbiXJ1TjU5h5TIO5gboof1hLnmxPCtrfoXEdWkC3vrF5NkjKz98W8NARXVa3aPSEg+9mGcdjHPNdpUxx/ld12sB3AAhn6wwnizQf8CaOyRwC0aXxDMlLadv7IREyN98D9O6Rf+j58BuuGW0mHrrFMa4ThhPFujOd1g9z76wxiXh5P09+g/P0T3tMZ0ufIFN6x65T+ivMtpNjCfXXwZCjQ3YHdt41IEGkQfkBBzuZSxCnoJoZGoHqibM3MJueyinP8w/OggPS+DPVGsZnGTRWT8BxdhodY6ReE4pRf5c62Q+yFUYvGqlHkgUOF9zyXJNhMp7AKC7BIg1mZT2FxDKagAOR8KJkNMAnWzSBHL+X4YnpbIFFamx3FMxqg4WcMMOjNHAyekOEAvam48zUEL65/MF5W8wPLDGwTqUG7fztpuyXQsN4V6owAwaYnz33Cuiovtm2iAwAzu6/bfZHjisMxrK2qOsj4Q5Aoaf3WgUVtXGYAy0Z27NDy50YrQNAfC14P0Y+iFSShFGxQhuLxTwboLCMt91+nMdwY/BI7gLpdMlQat3Ia9CzI2YQRFNn+PH/blUCREtiei/JqL/HxH9MhH9L/XzbxDRLxDRd4no/0pEvX6+0P+/q99//fPegZxx8/UTXH5jhe233gLeeiAJxs01MGf4CfDGe+csvtz2+TSBTk5w/TVJ1HF47z4237yPo4/3WD3Lwk9GzRi6zRtk9p7+5g1OvnOF1ZMBD375GosfPAPtDiDlzfOyAy8aTKsG3JCfkFI6qvxp2mfUspxaCVp9xcVRuac/T641AGVyxohGA+/cFpomK5+emxk4B/7VwAYAdm9lke5N/T1QXBDtUAN3eUMBJANH4/Ht+9wI1WLlOTAzqlN6sp5uDqDis6tLtZzcoWT3C4un3UiZfvo6NIqOlfJpASZSwcWwQCLXYkdUQT8g8UjJPXDxkyM4jLOdFhMpIKdbrE5aTrsVIZM78nkAiJ91bgkWKQjWjIJN6SOn4BrgcEKS/tUMWbarUeAzjyafd5DPK8C7C7wRysuoQTvMkah52/9+HJieiOMeOAFrmgOw/oSriNpyWnw4VITL57b78X6wfifCcFSoqcozxeZd2Pkgtj2UZevF+iTy3v4cxMuk2GQIRtEYBz3vaxmHOsujUTZO3zF7bhwXWn4oBQqvzYZLYU7dcX0RjXsP4E8x8zURdQD+SyL6fwH4HwP4D5j5rxHRfwTgzwP4y/r7BTN/i4j+LIB/H8CfeeUbEmFcJgzHwOXXe4zH93E8TqAnz4Q2iZ4m1XPl4ATqO+SzYxz9aIP24xcYvvoIh9MG/cUB9//RJbghDGdLcEvon2yRrjagYQQvF6D9AXx1DVqv0XzyTLxYTtYSuXmzBR4cIfcJvGhwOGlALAuqmtSmaRmotQwaSwpNowX8d/Q4CEDgLoEhZweT/h+s6EVqB40iAPThvmrtXEDDcz5rndotFY5Z63g4YyzOyTV8FxBd8N6ATPrR6IsgECsDZASEBmp80jZzKc+3tWEbGrfATkEwYJkQY3uN+2cCKAE0ke+0qt2OPT9JRacj1Z71HbkjYNJgpwGgD1uvi/vborQHkMUX053aOPm2ONSRJmD5LGQn1PpZLg53eeTyzv6K/fm40/B5A7j7ZbWDC3SbU3NBE63sApHC4br8eMKPe8KEY7sitlQ7BIihXAC/eJLEKMsoCAmhLkHgyI2MZk+eV8SejYmazPc+0iF3GYgFLK1jyuexL+aCo7RPNHDzCUeoX2ULYhv/+nnn+FPpZJt3RuN90etzgVtPbVc3D3T6wwD+FID/gX7+8wD+FxDg/mn9GwD+EwD/WyIi5jnqlisvW6SJ0W4CaX95LWlaY/Jyy6xFBI7+232H4ce/iu7ZDZoXBznZXRO6cJdAwwT68DmWesAwDwOw30u/XybkUXqYDxfirdJ3YHUtBOAGhWmVJNf2PcLuwUzLCFs8AHJUmfGXM1qjUtSNVjF+UrX13DMokXO3lOFufXPNNPKotnjy6Qi+6Ov0mLP7uqs6Gg4A+kuq+DqrcxoVlMJkbPalMVkz/FWaYa77xCI66Y4FA5R77RQ5924huCsiAOc2Ocl7m718llSw+fvCLmW+FaXMaK8NOGQxpQMX75FE5ZCLeT/bK4KWFwN0TLuEaqZGWZlwMZ7fApGsn8n6RNuY14BltvNdU1v3sXlsRKOz9Zu5/M3BMGqrUSFIQVEwF8IqeEj72zyP4vyobCyat1q0SKr/J5TThkLbjRrIZjQkgOwMSKA65NfqGPvLgn7MuyPy0W58ZCnT62pCw+aMrb/Yl2FXEL1NbFxNQPo85SJETaHLKYnwsVN1VIDkVoJzKPjDFyr1Feo2viDHTUQNgL8H4FsA/ncAfhPAOTPbMv4AwHv693sA3gcAZh6J6ALAQwBPZ2X+LICfBYB+fR9pZJz+aA8aMrpPL8X4GELfI4DbYb8xqrL/4DkwalKocQS3Ccfvb0H7CTffOMO6IdDlRvJ5ezm5zpNg75oS0sW1GGPaBsNpj8Npg919iZqcFmXLVYFy0FyBIPEDYHqqU6uDfua+sy3USCZ3eHSjAqdvZVuA9IgqA3egAMjqe32lPWTTAGwyWp3vmh+qwUInp3NzcZLboy6opC52OETUNG+VHbS4qPVQFi1+WgLdlfLzy6KZAwU4jFoajqVvqvJmizkCLCegHUo/2lY2d6qxWTXdN7okB7JAEb8Y2D8Aukuq/HpN27a/q+bbHImAF0DDabEEpD38oAXbZTmQYjaOCGNt7n4mPGcC0oDJ5gVh9j1pdXJ5DzEAs5foHLK6RDoOUPdJslB23dFYSl0HtlrrzU1NlViO9Zjl0Ppvzs9Xwt8O1qiiOEv/MIkNq9kDCXUdoh0hjk9lXPXOZ+zPErproBkADt4gLkwm68c6iMh2b00UaPZ+e8/L9VwAXxC4mXkC8IeJ6B6A/weAH/siz31OmT8H4OcA4Kx7zMf/1Q8kX7Ze1EriBB7GciCCeZZo9j8JslmBz47lOyLg+hpoGvQ/egre7HD4ya9gOErYvneCZdMgvf8JqvMotUzqjPxKwJTlUGEi5Mf3cfnVTgB7Kae1N9uQacwWhZVnWmIwiMSJTaaBp/pz0+ByIx4O1cQESsivvmNasoN7uan8eZfGawufEABFBYdF8Dlvapp7WwQDsURCNocgLGaaU0V7hPdGrcYz6pmGrcImt8D2nYyv/vgnePJfvAvalWei18b+gRwywGkW4BPnOqFy+bLdCqWg1VnZbaG0oqsWqZYsYdThex1z2eZynUMFs/FH4FKjRuc8dgm7B6BgE8BfAdvnygxkfOgDOMej8qzMSiu3/gll5lb6JhrCo1cJdEfQbkvbncaaA18Q8JY73bL7lTMh67njz6PU0WwTkTqyQw+IZ2dHal3tYIV4gHH0VycW+8N8JxLB3dtkmrvx2vEeVrdHtjbByyRIcBHnmkKRdUfeL8Z9e5Izggey3Qreml2/Ja8SZj4nor8D4L8B4B4Rtap1fxnAh3rbhwC+AuADImoBnAF49jkFS2Y/c+l7/BD7rz3A4kcvQE9fiJeJeZWYh8lqCTo+Qr53jN07R1h+ukF6dok8jHLA8GEANQnTIoEyY1oloU26Dnw4aG6ULO9bLoBkpGXQyJkxPFhj+5iqoAUgAB8D3DAkwgXOYdt3ACS4ZiIBW10ozZaKl0FYgM2BMC0YzWDqFMpvK5vF1RAo2ufLtIU5teJGsAB2VRramUZoRz85KMR0o2GhVTz0bEHmDjXtEDQ435K2ct/yScJHN19Cn0OZCGA4lVwaINFKKfQLEOoR+89AaUIQGOzfU9iKx02YGTXd44HEhdJoo8UzKryvGZTsl80HFRbTStwspT/Y69AYUFt/xHlmYxF3OwHIHYCig5P1qbXdtFo1WHsemKidc3mP/cypKeubinYJhlHb0cWAJPvfhKjTGdB+NfozRKrWykB92lEcU47lcT1uPhdm89+4Z8+8qIpLFMbAHesE9RqZuxQaNWZlRsFRojDDmmbUbbfP2rrcl13p824gordU0wYRrQD8KwB+FcDfAfDf09t+BsDf0L//pv4P/f4/fxW/rS8R7ZkI9PA+dl9/gMNpi3zvSDjpeTIpIiA14K7FdLxAezMiXdyALy4lLP6dtzC9+xB8vMbhrMXUk/vsiqdKAxCB2hZ0/wx4+xHyVx+DjlagpQgEaltQ30uwTlzIQ5w10MGuQda43uJBIl80W0Lak59SPtegSI1Mzb5oJOMRF4ERtAbX3IPG4AuQUYG3XS/720FZ/ZPdCKr1N03c6uhuc20pZ04JxM8jJ+35XkJEqPSrGDq7G2D1hCTSNIBWBJP2Ru43emZSD5bcy8TnVv9fAJt3CjhPi9JW03pkfOIKDD/GtZN4fUwL+bn5+oT+X3yG3SMuHLoGhsxB0z5LI7trYhuCeaLGXwGtzaVc/7bvfXw1JN7GPe4A7d3V2AR6zMDWQ/UNvMywbPOY6p/oQuoae1/KdM8K42kJqKIBtU/jmaJxLlQBOyFZVfUdRBiI3aCMY2y/nUrvf2s/TJ2AqNEpZpOYurKbinmJIv0pZ9Dqri1Sa3cIjqofYv9lLj9WBpc+/+3SuL8E4OeV504A/joz/z+J6FcA/DUi+l8D+CUAf0Xv/ysA/o9E9F0AzwH82c99A+eiVTcJ+/stDscJyycN6O2HSOdXwl1PGWiSnMaup8K3LyQqg683QN8hf+0djKcLtFcHbH7/I2wfyiiunmbkRYu07EHTBCzX2H3zEfb3WvEmALA+XSB3CemQ0X/wArxewLj1yoocNIJKC2+UswpaHVAvusO9DBrID7WtjEUB5KL2kTv5J1IvPslj0AXp1j4YDd1CrmVPi7IgCaU8DjkqXhb+DpQJGg2HMVE/TcUoVmlp4f64uL0NQADUou2YMS63GiykQDKtgP6F3L99m7F8JmHqrkUlub/dFBrjlj991Hqg2l8CYi4Qr5+2P/fA2Vcu8L/6ib+Bv/jpnwOedEUjnsRDwEK3AQHV7oZhqU6tfbEefmpMADYbzzs9QVCeza0ETdmOZp7FMM6paIeJ2iUg78l9yd+DMC+reURlfKKAseCouckIoS+qKFb93DXxEGlY7dju0MKjb7QfVsCl3k5FZDjnHf2i3Z2RFFS1Lkmpx1gO9FU+r2JfpJKm1rxNoiCqBLEp1anw93bgtV3tRoBkWqSa5rvj+iJeJf8AwB+54/PvAfgTd3y+A/Df/7xy68vUrgSaMpqD5D4eTjrcfHmJ7uYUq483mJYt+o/OhSrZjuKqtx/EGMkZ4z/3FYxHLfonW2y+eoTLr7ViJFFO63CvA/gU7RNCPl7h2U9K9r9JPSI2j5cAgMU5Y7V6hNwTxlVCXgCcWDRl284AlTuaND5oCgRwJ9nnIp/cXss/3BVtJoJFZUwC0Nqp5d7BKIuewzOBLwZqLctxgBWMtf4x57ZN5OGI0RxIaAwFv8Z8hRmeG6QC3wASEVhyAxzuMQ4PJ3TnDfoLMQrN3ayq5wFs3s04+jBJpjSth6WkNVBKerYjMbD+WP27bQeQinBqRuXEz2fcfRc0HAB2ek5u1FuLZEy4BQ4nwO7tCSffb5BG4PrX7+MvPv0fYvFRV5JwRZ4yLN7dI/GWspDw2GcWdu67CdO0DJcaAR4/FIBRAzxkPBfx8Acdp8qQPNfkg3bu+ai50G4U52K0hcxBOQjmSNUBqDwr2JQOrp/NyXJ3o9AmBDcEA0CyHN+JaoEBFQhum8CtyzL0xTzZDvpzwyDru4JQzS3VXHlYX4ViomAYL2Mc6+MKV1DmfLxUceivRiw+uUZe98gPFv/kwP1P5UoJ6FqkpZwwc/IPP8MJgOnhCXK/QjpkgBndJxfg5y/kGUrCVR+tJDPg8RppM4CWDTZfO8LF11o3lPVXrL6ychIOXd2gmTLam1Ps3hLjCas3A0jClS+/3lVJpmiiCpjM2FC2igLsNmBpBBAoEVkk7LSJe5bMtOvoFlhABWXbbg78BmIhIMWMUIczRmeubgp6punmTspoxnqCsdalu6Gi9YfFd+cRXV1pv0dIKigar91dmxslbmtrevkxaiztXDxLvguw95v3jNWt3ci9Vu94HFrcdk56lqaB3bQSz5XFOco4BA2bsh6lNsIdmbproN02oFG8ZlafEPhJX4xYWbVH9RaIWu/JDxSAE2H7mLH+KIBmeLdv0QMwuzCysZjvxgwQGpSTxSMVAhXSGW6A9u9zKCIAdQT5ykBn850lQKU6yxKhHlbHVMosLnW3hUkViBZ8vO2yYB1AwHL3DmH9iXraIITH6731/yiAbYc9Bz/w6lJBEnNqAyhRsUDw6S8gHpUYcxmUiGAGlGJrBi7RnShz0wRDGhjNdgQOA9C3aG9G0CWDhpmHQrheD+DW48L4eA1eSJXS8ys0HzzByfty5iQOQ+VVAuixZmpkxPNzpBcXWJ4fA998hMV5g9wB3YaxfDGhP9+judgCU0Z+dB/pxSW6DWOjEU65l8N8zZMCpL7JcYBMW2tKbgu70nCHJ4je71x3DqAdtfW4NbcFAxQawrSnoIlH7o3DAskde4pMXxRc7qUJVfKoSmuy9wYAiIu32t4z/KAgWJ8p8NJUjJppAFafJgxHwP5RxurTdAsg4qnzgBwGEHlcEJzzHo40jB3lfeNCbmv2cKu8hdY36gUxLZUT7yQ4qbtOVYIrew/l8i4bgzSJ7TnWlw6zccmAHYsmgobKAcbab92lZbuTl+ZgrKq8LWxbz2bYKsBpdcodeYSotdmBPxgrDXgiJz7nT32842cqFCN3Gw14PrcDhRbHcO5lg/C/75qmcuCC+zCHeV69hzQa8+OSDdDCyuP4xSRW5n7o79QMk2WnWh/4wAlALlo2kmr0+p3tVP0wi4xa6Ic+KEmjTEjXx6IBYqBePN8jDRnpZg8aJzTn10i7HtyVOJK7rtcDuDMLeDNjeLhG7hKWuwH45IkbJqlJwCCeJX5gwjACT58rN24zNaM73+HskCUvBYD+o0vQZod8dgyasoSxp4T1pwMuvrnQxVpSSAKoATRB+GuCDOxYBl8qJ/eLZiVueuacL4AvmnZuBfAt0s01Zov6s8WTZ/Wwz4yvjNpQ0IKFQtBKVZqA3hLewQTkpTxnqWmBskgq4FIg8LKU2okcdzw/MkbameBot0CzS1U94rY0amMWzGNt8sOAKXin2DsVSD1fRxbON2p03BSqpTkAxz9It7wooveGCzuUejjFZOOiNvKyU6ojK81rJAJDdz3T5iwDowLYuAa2b2ec/CCVEGubYjNjoIBWaBuX70DA9hFh/zDj3q+hRFFqP49LQrtlL88NdFT3iQvydLsOcfwMFKOAr/LI2+fa9uK5oa6CQ/2OqIhE8BdqxADwtsbsvDnNaJW4tsI1rOWYN9egbW2k2f1BgbHvt28lLF5wOcQ4rBmfO5kxrhLarWVQLM+nkdHdjOg+PgeYwYse+ewItB8wnSwxnPbg78XkNvX1egA3gPyNL+PwcInFJzcCrC8u9eT2HhhHyKG9rWjmw+h+17RcSrAOIKHq1zdomgbpagfa7MD7gx+ykM6v5IT25QJoEpbf+RTtH/4qhlNUlvK4eMXgKBq1RZNVRsRopGEo0qF4fdhnqh1mYpCW5xjQMYZjRn+eHGjcmm+h84AvThcwunCdQjGu7Q6+b744ORWeuOKsTVvRQJfYJ87nci0Q5n3mVxA+KQRQmLYyrgRIoycLEFwcjQrJkj8EgC+0GL4fg2+mvoxRYmD/gNFdFmGZDsHtLu4gAmjf0kpVSMSj3qooUgUMQIJPyPKizLDF8pYkPZG8nDFILpS7a6GJYKeihGT8vsua9ddd/b16yli8SMUgCNRa8QxUuRGwX3/CAQRD0TYeKRh5re0zkI1KgLSvnn/27LgSL6KpD2MQ3js3iltZ8471NibynY9tkYhZKRBU3iq5CUoAFcC3cfRTebiuh7Vv9Vmu+seFE8M9Xdq9jPHy+QjKjOG4lf47iCGyvToA4wQP9Lu3RHvTIK9ajEdNycV/x/V6ADcBzYsrLK82ABF40SOtl3Jc2V5WvEc4No3n66bjI2B/ANoWyBOQWfy0X1wIvUIkebvbVrxWxgm4dwJedqDrDXi3wzu/sMEnP7XGuJagjtWTjItvpgK6McfuHBAVjB3k2xIUw60aKux0bF0oyfjyMPfSQJL9zrQfBqZetPO4RQZQPTffJvviBpAXYhgdjuS3G+KaehF7RGQwUM7dFKMrWLzMQyUGSRTKpgZUX/Aov/0szaBARe3YEmClrIEf9g5ou3O5Lx5kfDhj9D92ifyLZ+gvSlh/Us0za9IqkHDlOVIFSQDa8mxIv8mi3rwnVA8n4b09OyIXikSyPBZvieFE7h2PpP7uepciYDMwAk2mkkYg8ubgQluEevkuhYqgibuYJvqVB3rKtG0XVPp79dkdoG23ciknizdtPV9mc9PzrqAuy6iX3IRTb5oggE1rDhGvUoYdNix/Ty0BjRputezcAmk2Se3sRz/4Qdfr1dcJ649Zzuh0yqP0ix92EBQU946aaefRyAsUYytllrl7M6D97BL9aoHhwRrN9QFpo1KjSeC2Qe5bjOsG41GDtI8a5N3X6wHcIPDVNdyf++QIvJGTbgCAmsYDcIgz8OgtjI+OsX17gaMfXiNtDgKw2z34/FK8TnIGpyTAPgxAasDvPsJ4b4nuyY3kQWlbtL/2I3z5yX3sv3wPaci4/PpSJtZMI9Nqyq+oTdvfpsGkMoFvgfZA1QLysjOQcj1IzUH+b0Zyfs21cXtv3J5p/YxTP9yfsPykFY8G81RQUPRDHxJ8G11FZgbtyYtmOdYs7Yux005njzRH5YJmz941DzncQ/W95ht9S7uzPrPntR/cy8cAa0fYff8EC0gZVfIma3PYPfmhAlrPZicL11zFoCBy8r1U6pJDtRjuUkpjOWGHGxKOPZczMGPAFDEj64EhBPXpZQF0bqBpWdnH9ZbmFymr6BfP9T0R5OdgZNe4pkLloNaanQrQ8SEEYR4NnuGKz5QPy+eVINnBT1g3LxRvi5dVCmOi4rralDUVUwb7CTeQ/jQjNSB9dfw+V/7r7gLpuUj4theIUY76ecXhWxMZaHYZzU64tNwSplWLlhm03aN7DnCbkE+WwMRIOWN6eIzhtNeUxeXnVdfrAdwEIDWgtkG+vAKub+DO7QbagATonJ0iLzsc7nVgAm6+eoz+ckR7dUB7tYFHPioXLrlHALxzH9O6R9qOsj05OwaubkRYPD/Hcn/A83/pPXENNA6uE2668HksBkYCcqvfGSBQeUZ4V1MNdQLPrDfOfef6DEUgTISZtmN/uxZOqDVkFQIgYPmpDO1wLB4mdk8VPWevCYvdJ3DUqLgAdSW0CJ6j25pmOVzMyyQCeARHyzldpWm17gm7gWkphx+vP6YiYKptc7hsBwRg8VTcOIcjOaW9uyLNnVGedU8YBT/v5wQw0y2j6byP3XbQkPqMw+0qZgRrDqLtLZ+qkGuBbBzsVAxs85PURViTCHX1apjncI+Uz9zg7YI02AociMIuUd4JdFchbHumSVfKSxiDuYGyGooAonNFIJZbUSxN+N92sWpTubUzM2UoeNpYpkozBgKlbPMssmr4nLWqhARP/j+AaHD2nelMOYl9nwbG4nxAsxlBh1EwZzdienSK3CXQmDGtO7RXe6SrDZASplWL4bjwIha49Kp8JXd0+e/ClRJouQDv9rAjg6jvkM5OkR7eF2okJTFUThn00VMc/f0PcfyDa+SO0F4dkA6TZAUEgEQSyr5YgE6OQSfH2HzrAezEnMO7Z+D1ArRaSoRk24LXS0wdYftYFqEcAjCT/JZgPS70BAl5Z4inSS6D6ICoK8Fzi6gWE3OS2AR1HjAsrNwVQ5Rro+HUtmh8RJhcxOKO52Xau6d6IcGqGADZyyXhIoeTktHN8n3v72lCoLaU7RqeLqDcB244bJWZ4NGI88yIERTTACyfU8XFz7fybiDVPrBgkP3DCdPR5FSR9Z97C1nfN6HtpvUF/2o7VALQtprGFRZx0t1QDoLFNbhUP+90Rrw43B/rNsvj7veGcavqdkeZ1p9uWEZpm9+aZveh3MfhGXPrjMLB6pF7+THFwOdh+LH+9V2fXkarWFxBtbuNTQqavvULz9rifHpcT1G42Zzh+v6qTygA50yQVMb1qEToGj2cdNg/XGqDCNwlgBncJKTdgLQX9oCP5J7mZvCoT3NhjEfB3XW9Hhp3zoBpx3Yo8LtvIXcNmmdX5R4A+cU5AIB3Cc004bhr0Dy/Bi6uxS2QUjkBXg9jOLx3H9MiYfv2Art7YuU9IqDfDUDbgLZ75GVf+8EaCGkUZOS3WLVtN2SZFt7YKMZZhKJGOM/GTp24Jwqb/yf5kWMODuZ6aFpHWFhzAHbDWli0pqmahhn56ujuZ+2db3OtPvOtYXsTXCANbGaa1WgBPAFYnTtmaRMnAE2pZ+S5Ky43CB2jdipA08XjhzMsM5b3dsCnJ1W+jbhLsRD5dCjHuNllrofTQr0/Uv29tTsGB0VqJwJ05P7NB9p3FzMNGAjaXCdxBXOPFNjtYdcVvTdI2zbnt+ceFONSMhtWzxvQzYUF61dxfgQATAdgXMkRb2ZPiFSN3x4UBDZhPSs3atiMUo4HTmV5zryevL9Rz1PX4IPgvmt8Yhvl2Xi4dKlLFIRzzxMmCaeXdK0M7ls013vQQe1th1Fy09zskZcdhodrAGstr2ROnPuy33W9HsBNBD5aAesl0CbQZy9AFzcilbY7PyDYTrpB0wA5I19eIf3DazlnMvPMzxvA9Q3o+AjNbsTyOfDkD60wroHVp0CzHcF9B9rtkR+dYbi/xHBcchtUE15/y6QLCyhoViDV0BWYJaiEwq0kATiZboGOHZVEYVLYg/b3/uGE7jy5K6IltnJgw0zozA9eaBk81/DnWvc86tKaOgKtvTcsOteO7H1Ded4WmRkgTTOnOya+36v+00ZReNDCzO/YADby/kwo0ZKahGr5YQe83zmw+uJLUlduJLJxWkq06HA2YfFZi+5K6tTsJW2sa2LznauBbhBYrnkR6shI3SU0u9KngCxSM35GoxyTZtTbASkFOi22w8bN+nEq/TquxM+7MgyGMbVLqBxIwrNIbcxBqQnAGkC7cvcjuBAAoUp9UBk7w9qqvEXiO2c6UOTGoxCu7pk9Y3Ual+E51M9XNEh8vae6sHSzKPMfqAJz4s7D3ptbYDjtkcYW7cUedLMDHRjDO2fuMTQeNX4IceVvf9dcm12vB3AzkNe9HHiwH8S9b7cTFafvUJ180zTwwzw1MRVP2TVyuygkojrcX+DmnU6OpOqA3VuEZ+0Rjj9YgPgE3ABXX26xv4eq0+KWUSzhXBkcgTDBw6ShkTzxv2kG4vNL8vdYTuHgxDqZCw89J7C4YTQbAW2fwBPViyLUydsQNB461GcCzrXquyI27fIIyaDZZaujLs55ZKUvhjsEUQxeIJaF1RxutxvQfCOW3nXW58OxulZtpdxxpfcaOJs/uW7fN18ZcfobbYmkZGDxgrB/AIxHGX/oJ36IT752gs+++xAn328k3aoeRDzfspufvO1kfKFp36cINNlcxELfmlZLACYT+CSnCqktwcK+nffWEHiP5COUA4+nWjBaDmkH1sgTA2U3aXPAdjEIfR3BI/5tgsjm3Fxrje+dKY8RqI1i8jLCO60tlRChArTWJguGQSoCP2rzEbC9iprmwuZNRb3N2xLHKQhP88t2egOhrjqW+/st0sgY1i2a/QrpMGE46dBdjxhOWkwLeZlHWqK0TWial2verwdw54z0/Y8EkNtQpb4T7tv8tD0clWCnvseTcGJ56FrgwRme/wuPcP3lVBYOa4a3dwnbRx2avWhWu0c2mdR30/lt1ZJnfTgHpWjIi1n86oeCdLbt5UQSiRkWASfLCEjgjoEsnhJ+mVZtmpC6+RWOUjWEsUSOubYRAdAW1tz4E8FWQTkvANqHd5qm0hSfWJ+4gZ/2wB2rfipAxyqD59v4qI2323rhAkXodNehSzgk29fdzLRgjMeMr/6Bj/HR330X/bNGtKFFqW+zE8Pl4nmDX3/2+7B/PKG7FJe/5gA/Md7HOdgvfAse+pC1nhzGyD1ZUMZdqLUyXwxA0gBJMUs1eNtYzHdkh1OAMmFxzlU9q7mi419xuQHcogDwwxGCrcJprQBMQD1HbmHM7B2xDL8lavBc5lSkSKysin0MgB756/is2VKAGb2l31epgYeiaESKMmWGe7jMhdkdf8fdrOwwNQNhDwzHCWlqsfp0j+ZiB5oWGFfLkpPE8pxEBewV1+sB3ICEtE8ajz1NcnjCfg/e7vzQBBCV029CpKQdrEBHa/FCGQbQcoGnf+ItXH29RDFW4MqyKHMvPrbFGEYOXmKFVu2Y6/DZ3KuW0wHjyYT+WSNcd9wyha2ij39TPFK40eAaRrXlH07kc9vGms+slSkVhWjvMX8FAyABq2ZHICo+3NXuwbUCfVY1whQt7Qb4ptmETIFzYPdTfbLme8nK47azsnJ4Z7hc89HuM6MmZVQUjANdEIC+oHMBRll0wHIg7Bn40T/6EhZ7KoY+AyadE0bR9OdAOjS+0KO2F0HPwc52KRHkYr2CQIraYs2l1kLBueYw1iXBkubaCECxeMGlHAplmAANgBMphBRpAwCHh8DiBZxu8blimnhR8qv8L9FQWfH2URsNu5Vql5eAzbuE/kKiSv20JZS+vDV3OfShXmmAOJNxqcedAqEMSX3NhIldlvZVdpCECNbmLujCWvvZBKDvbK0tWR5OmwHTieRoaHcZh+M6tL0oRVEy3L5eG+DmaQL1PTicggNKoKMFsOiRn71A5dfNLO5+RO4twkcrDF+6BwC4/vICV18tJ0MDQToHzU0AXN38gDLZq8oV5LSJYb7M6QAsngpo57a4C9q9pQz44Lq3Si6TbOoLH9nsy/dJF8604PI5gOhKGEGCRsLieREgpn1WWlSok289owDQfnAt3brADDwKpjbJpzUjXZG+/44yAdeIclsmp/nRZpR3EwRURtV0TSj42EFA2U+9R6AygjZs49xdErrLcLhtxmxxBqqDRIjY7mw4k2RUYiO4NRWq+eCgnu/+Po5HpRgEYLO5mhuCB+aEazgiOdXezi2ELHA7gSXWzY14phRo/Syhl9MiWp/VEy5rQ4WRux/a+NhXYewrw+BcOQ1jH98V5+vyKVfth9a30vKDwhXLdCOrzU0q97nraXiXjV+khzwAjctnsS7Sr7ezG0r6ZvUEUZAlLq6b1mdRUE0dYXiwVOWshUVmljJn9XiFkfIOVvF34SICrddCjfRdAejlAvsfexf53jGo7+RkG0DuW69E624aIDNACTi/xLhu8PG/uML5t5Mk1o9aR1hgaZCENZGT80k7G+zCY6v2rb0rOaxJBy/4eyb2z6qyZr1t7oXCXZMDAE2QAxfM/TBqEVlA3DR1n2AN45bAoQKS1o4KTIPxz8Ooo9ZUml1NqNxwtZNor6XuMUSXk2jfEXRzD+wfZvAfuMLhXha3wqZo19WWF6iAOC6crMIjDWr8DNpwzEpnwmH+E6M950Y/M242B/XLpgByqMEDXMAtaSTnK932ogIRx2hGt3kmyJitjjU9gEYQWgIlN5wBsNPXzVc/zoHhmDCsS9yBpSWNvLYbUvWac/cVXWS6RVMElylCTnfF9kfQBkoOmCHkEs9F6M9BLwqmCL6jzbHYh84Tw9dOpUzFMbe1QOXzKGgjBSJ15PKbiuCs7AehrwAEv2xg96DF/r5kLh0XqdSZ6mfvch6I1+sB3CmBjtegrhMQ7jqgazF+7bEM7pNz0HoNOj0Bfekxtn/8m5i+8Q7o9ES07aSqDoBpldQIaR2MAgiNREu1G+Dx3ztgeR7UT2IBPyrAa5d0Is0WLSk3xvav3wMWGsQ+v2sCRi5ONHVoAio5IccDJ+xItAydjcp3x3K1ftzW0t7poLlhTCd1ZVCMgmt2VVolUJJs3XGftdHKr/JqMJBXGf+tb/wGppOpaMzhJHrTnJqQitWiHm3b7nlUGFUZsX3ezgAGcSwMIP2kk7BgDKybA2rN1N6XCvdt9c169FrFMc/f95LPOQUXRtV0Cz9c+tqy2w0nwPXXsxzK21I1p4y+ifSA7QwtN4opLp68S/thWlABNBOGQZOe02RV4jEq/zsAWt8FWi0aASnLO3MQHvO+ikZMt9eYAqLCLa4nnv8kvFxohrrEsQFQ8/GVELT+NjBm74tbddc6JD0HU3aJBDlnlKp7as2bKqFy1/V6UCU5A7u9n2pDTQIfBrTvP0U7TcBygcNXHoIyI/cJV19pcQIgbVZIROCrG+DsGLtvPsTzf07M0dwCzKxag574vCO8/fcOWHy2wcWPneL89yVd2KZJh8HOkkOXptKrtv0Szo9Lrg5zg2vYT1MvfCYLfzyodt5y4dFRPFWAegBzxyWgR7VkqSdgBlO77gKFSFdE4Ira9JxC8b/NQBUSKZEKARCcc0ac3LP6e53ClpUysPisxX/6d/4o+r31SahXeM4pBApugdY3vWppQUPyQxRI+j/bgjfN2vpAQXFaqDEzaFM+HXVcI41hvLN3s3kzoNTTeGP37pjTDEFj5Vlf2/eH+8Du8YizX2vrtAEhrzQnADYXDAyp/ES+28a92sJ7oXUf2Uk9tzxouNxbUU2xDVGpCXUAoexErK4J4hg2lbwpJkidIgFKXeKcikKFxP0wUmNeBZtzXAShUytANc9s3OLuIxrIb3VbrsfDTk+iiL5R2OGO8sLasaCr3ALjgtBfv+TF4Xo9gJsAMEsEIzP4MIib35W4DfCj+8i9ZE3bP+ikkR1h9+4JFk8aNMOIfLTEkz/YYzwSUEuDGg+UTz7+gPHwly7RPL0ArxY4+mCHzeM1dg9DPTJg7nllEnIBdtWm5YbZAbh2e6BVAC5eFAmyKcil7KKhitAgdQubliyGQtNamMA9Y/9gQvciyX1hu+pAPpED/pwT9H623yoQImedexQtzECJSj1eltAKQOUDXr07o/Ipl/SutdCxxRwNYxEcqrB6Hadq+xo0qkjpRE+ZioNNtZYft/lOmUTgsbbMjX1mMzCAMZC3Ppj1uwMpUAU0eVkshtL+hXi/uEvppAChBwG0W0LzCekuo2zZEfqhGqPYLvveBHm8GLfAyvsmS7uir3jMUw9tE1M9T2LYu4OrfRb88G1c5+Afryg87xxz7YI43pX7Jc/6w+o1cxeM77F63wXinj52guTwZi02aP9xZ105R4SxIQDI4rDQ7u44HPmO6wsDt545+f8F8CEz/3eI6BsA/hqAhwD+HoA/x8wHIloA+KsA/hjkdPc/w8w/eGXhXYfhm+8ARGh/40MAA7BaIr/7FpCAq993gnEhWb529xKW51n8Z28y0nYAn6xBY8bDXxnw5A91SJPwru2Wce87Ev/cXu2RLjfg9VKiNBtCe8PgtwDu4Ico1HsW+eURkdDvDTRtAHT7DIYf+EuIswwwHlpO0qk1Zn9dIyNrJ7c0e7vfZIYKFePOla4RtaG8KzcsWdLCBMm9GDfnW0WbkNm0awJ2b2U0W5Ic5QZYKBO6WjQTqiRPTMDhQUbaE9oN+XtMs8kzwHJDEtf1ceDjANpceGo7pXueT4TDIomUif8oLRGfM9CMrmDVIjQtkerp4cYzBR+av98AzQDexsi0VOvTsJ1vbyQiFaR0jBoSY9KkqOF6HV6SdF8SMhVNOgJfpJEqrT2jzGcbD9v13J62pS8MhPWe3MqJQV5nQkUpWJZBzxkTlQQTEPbcrYaV93gdolKU9SSjRj2imro8KzBFYWHAnvxfL6t6Z3je5kqcrxWNGcu28YpCP2rdQOUf/qrrt6Jx/7uQ091P9f9/H8B/wMx/jYj+IwB/HsBf1t8vmPlbRPRn9b4/86qCD6cNnvzhIzz81Z3k3waQv/IY118/wuZRwuFeWZXNQayzq03G4v0XEqADgBvC+oeX+MqnrefitlSu/KWH4L7F8O59NFc7ICUMxy0OZ9KTsvAK0KaRPFmUlI1y+MFMa2Og0rbscm1tPsikA9OwpGW5Y0FVGp8KjeYAJHU5dO0wGvK8nsXImVt7lpAOdGtrD4LUIWyBOQHdZSrh8cFN0N8V2jNPOEQM9C9KpSIoRUpGCoBv6SstxDT1mYEmemgQl7NCo0Y5p4q8nlaPjJI6FeXeSINV96OUTQieFmHhRTASGiM8E9seOfgwL+xZD9qJgkY12KiFuWBwg58aMWegYZQfEObvTIjcytBoAodRzS23c9wBSOWmUF4qgGzvM6otBaE6LcgPUa6u2XjOtV4PfLL/ZzsITqgyMVpd76SC4hqNwsr6IbybsmWNtHNEycvwYaUikF3RsSoYwId5Wvfh7ZiRu670+bcARPRlAP9tAP97/Z8A/CkA/4ne8vMA/g39+6f1f+j3f1rvf8ULRDqOy0a050WPdLHByW9c4P53Dlh/zGi2cL6qOTAWn21AuwPGU3Fip2ECXVwj/eYHwGdPwdfXwHIh3ihjBh1GjKsG4+kS+0crbN5qsb/PPqj1pOCqbpzgiaes1xy0Iu8XtCwvKwyOJzMKZdu7fTGiTPRpqQcDzJ6LWoEXZcY5FQ6He9m9Um7xh2HhDCesbS4/5iFRgUAE2xS+4/K/lWteFvMFMjfeORBQARU3FAaA9OcbTUpl/HXISgjIM7Ywo8GrMlDNhU/QPL3vDTwD4NjvzZczDmd13csg1EY0X5xcAM3cIaPgqBb6/5+6P4vVZcny+7Dfipy+cQ/n7HPOHWvqqmZ1k2xKLUq0bEGWTNiABMHyg00Y8IMsCOCLJPjBhiW9GYYf9Gj6RTABwZAMG7IsQBANCLIJTTYMipZJdovq6hpu3fnMZ4/fmFOEH1ZEZGTufatKoExcJnBw9v52fpmRkRFr+K//WmuyPmIrtkBHNEEJuIizxtrR4XlDQNMN141xgjTeQaJ0UsEXFIYfd8ouEZdgwmb8/biew1xPIK12JSNBZ1rI93rhmOg0wbXDM8QgaJiaMJ/ZENhFFO5L5296xL2YrOHUyBq9g/Q9+vNtJsm9pyZ/sp4N3Ks5Mlkvo6Q4BiVL0hvzm47f1OL+3wL/S2Dtf38M3Djngs77GvjQ//wh8JXe33UicuvPf/erbuAy6GcGu5phuh7peuR2R74oOf/jBozQrgpsaShvW8ztDqzFNB2uyDDbI+5uE7vmSFHg5hXsD7giY/e9NWLheFGwe6YlPzGOvvSud844qWBi6aUuc/ri0/KogC7WxNUZBZgCJijEBJw02QPU6rIpBDASMAPMkmLD6UZTC0fId/57VgOiNscHRccwjWkYPVOwYLu1IzsItvLBVIb7TC1j06rQTIV3GhCKnkybCIxkc4yE28Q6Uq8jmf/JGMJrMkmgMcAozup8hntEyCcRzg95RjGNOggNr8T6AhbfvePw6QnZ0UTmTDo3aaXEkaUVuOtpATAGgUXwcDIUcgjjSWCqoBSH3oW+jVdqCeMDkYliDVZg9KwSqzIek0BqPJJrR8aPD3R28wHjjYZMcAxkON/lKuRmV0EwcW/MWZMEdcOtE2E98tSScaVCXuyQETuFKKZH6nU+dE4qgKfxlOmYRsk5wqBQE6rmaDxBSRqSPUuESyS4wr/i+LWCW0T+KeCNc+5viMg/9uvO/00PEfmLwF8EyE/OsTkczwzlbUm1q7UrxKKkn+VIZzGdxfSO/LrBdBa3mNG9dwZGMMcW6kaFtojSCmcVzhhMUXD9u6c0J7rIjhdCXzqKnZ+kQPZPLczEGhphpYw3+hR/CxaDm8ABEXIJQtaAw8WFLp2o/+iIWZXhglFABpZDl9D+XMCgHaEOSuoCh4xPnMRa2gEn7SvPWkkt5WRR2txhgqWfLMrwHKmFGucitWS8IgyuYQhUDhOZ/Jjg83Ec/l6hOH6ouhcEpVLJEnaJDIIjq4f5miqIEBCLiSgJhBIVQubrnuwZoDDRKof93zyj6rwAnsAx8UgV//T9M1bm4QgJM2n69RSnH6xbGQnwVLmnz5x6cLbSqn1uKiwGA3hQoqmg8h5EUGTl1rH+bEe3Kjk8LehLLYPsYMDGk2sFKzVrh8YEcT0I0ZiJ+yXZO2nG5vRI32u6d6MxYxkpgbRc8JSpEseTzGHE+CdW8TAxk3U7kgceukqVZ6qQAtSWzndIxgnlPH613P6NLO7/FvDfF5F/EpihGPdfAs5EJPdW90fAc3/+c+Bj4GsRyYFTNEg5Opxzfxn4ywDz9z92oEIVKVksz9i9p5H16s5RbC3Z0c9glXF4b8b+6QqxsHzVM3trociR2QxOV/RnS/plQbbv2H33A25/aGLATyzM3gntiU5atJjCC0gta5LFkJwzevEBE/WCKUbJU+HtBsEcF1hyffLJW/I3DLWbsx9ssZ+svCWlF+grp3U8vHmjHHSJQkicjIOoiQsoHRgEW7ph4SfCzxlHsTEgQxJKNEjSBR8WamK5hBNjmdSW0SZKg5FROJc+7TwoPga4JkutU79aQ7Ay1N2O0IkP5KWwQByzf4/iU/etH1uopxLfP/pcoTVZ+G43U8EdvLLIjEjfW/glCInwudEqhMWdT5qRAZ8NgjEIjwBXSTe9uH/GSFN0o/lOb592i4/CITSr9e87Fe5RqT4gtJdvOpp1RrvQG5V3+uCm6Vl+3dMtczbfKUbtzMJYgxVuOjdWjFNllho56TpKlNa9v7vJ95K9lSqlaGC44XthjLFQWpgHb3Sl73c0/5L+Mv5buhfiHEwqC0Zhn+yhMP5Q1lV/V8/6V2Hdv1ZwO+f+FeBf0evJPwb8L5xz/xMR+b8C/0OUWfLPAP+e/8pf8b//Nf/3/8i5X2P3O6WJ5QfH7MZy992c4yN9oP0HQnYwmC6PmrCbq8VYbIW+yOlmc9Ztz/7PvMf+IqNdC8XG0ZyKRpa9VZ0foLpy9DPxae4MRZq8lr4X0YZR1D3+LQii8MLSYFXQ4p6pETHzIBhSgQpjS9QM9T6CVdd+vSRLX7q4MT0ubE6cVpojeZag3XvPDW9FmzBYMI0MbAl/HcWndX6cITJRIrSQKioSoT0R3CMXM4xdiA2K4jwwlDqdLurRug1K1gzWcnqdNAiWWqoBm9Z2ZIPAyrcMmP90kyZzHYRo6I8Yg43p4AwR6pjCQ84oxBLGESv/5YPREOEGBsw2DwHhoHAcA80O1HNKd5VjhHmr96MvZWSR9kOANTzD7MZR7Hp2T3MQKPYKrdlMO/OEwO38sqe6PBIbkpyVNGsTawGFcUTrM+whr5BGnk16TAX1RECmMEyYr9TCHXmL7j7MiOAr8CXvNVm3Lhgvyfu3eaIkw/mp1eyGv0WYMbx7IcYZXCa+ubYb3yN55rjuJ17CPSs/Of5OeNz/EvBvicj/BvhbwL/uP//Xgf+jiHwCXAH/4193ofzg+OA/vsYZA7nh+kcKpdvcecESJF6yYwS6udM+bXnG9oNTuiW+44rjeAFiHaYRbTQLrJ5byrue6x8VCk8ESzexSsPvU/crDSDBVLMO50eGSVAEiZCfupIxIJVEul2Kb1sgg/wgA3aepVDKcO+Yep8N8zRYP6HRqsR7R2GbHPHZjD5UhCGM0gnVQ9GaLKMkokLvkTVyz9UO8wOM4JSRq+43YUzGCUcqyBOBPFK4YbyJYIrBW/+crS+6lVo4I955ch8YhEQQ7Cmen44t3iux6OP8MvzNFurlRczcJWO0iUDxc5TvhudJrzMqSxDG7hVAwLptkWbdegqhH5gTAePuCQTpHe0yU+u4hfWnO0zTY8sM0/SY95Z6XeuQ1mL2NXIyp5sL3UyGKpCJ5zZqDjERuOE5p0o2CL10ntM1kdYVcUzmIb68kYiIY5Dw3sO1w5z6uY+Qhh2+OzVOUgZOOP8hbzReIBpqoc76fUkcvKjhAwe+D+mvOv4rCW7n3H8C/Cf+50+Bf+iBc47A/+i/ynXNocXcbOkvTnj3eyuNDBsQm/R0RLWgLd3g4opakcfH+pDaqMCPw0C+F8obQODRT2uKqyO7762obtxAMYRh5i1D0kO6mBgWpQQtnVqZDBtv6gYNAQw0izClr4Xbh8WbLnYYKFX+nafNUBHnsbQg/JNnF/17SOgJ1l0I9I0SXSaWUqAQxlK2/jzTCs2p1VoezaAAYoAupgAnz5VQw0IJ1ym+GK7jjP595PKSMBjC2O0AIeXpgk+EXzy8YJxdSsyYjMHgBE4ZMUn8tUZKO8xV8k5d2LR2wH9Jnid6MnaoJ54GBVOILgqGdBxuEB4jT8QkEBSek16DM0qrC3W402PEEQ5JV0nsYvdeRrFzlBu9qTm2SN2RbXswhvxQIRtHuy600cn+iHGOxcsM3q9ol4Z8o1Z6NxOKnYvvv9z2HM8yunkq4RgUXWIVp15u+Cw/Os8mkqEGyySgP6qUyTBfKVadXHJ4R+mtwpxPlW8YZxLTSRVQDARnQ12ZYGiGlnd5aJ6RXpPhesN7wgugB2X86PhWZE7aecGbP/8RzalEt7ZbJFpPwqLXjMiAHwbNG7vSMLy07Cgsn6t1sXreUH11Q/dkrQsIRpssbvgU60xf4ESYx4mV4W+29FZdOG8apHHDz9NgWHrPkdWRWoGi0EZaG8XY5NnDGIOVmGwS4+Ea08koGCSpNeN8lb8GYls2X+3Q5vrd8tqMA0Ze2I7SmSfzNnUP7ynFiRJLLU1QbDmkxod+h+EZQ0Av9YqixzIVpBPLNmLiicWcWnHxSJR5CqNFa49E4EhyrYcscC9IRgJ6qqzhXop/ULrp73gBvvtex8kf554ZJaPrTOGrFCoIe0vXovNzrevXzgqaD9ZUr/eItXTznGLTMvt6gxw1XVj2R4rXjpNNRXc2o3i1gTxj94NTbZj77oA5tNhFSX2yHJ4x7BnPGJpa1Ol4i51j+bymPcnZP8lH3O2RJ5Sum3TvGu4J3nhO8mrC+xhZviRrJflKbCoSz5FhbiXZ/27IF+hmMtSrnyiEVECPyj/810QH/P/r0S30gVdf91S3Pdc/LOnm/o/eekwFDDaZgfRlOSjvhNk7R3XXkzWO2dujcl6bFrNvaRdz9s9UAAYL9h7mHK4Lg2BP9oT4z1PoI/SFjBZDarWlQiNs1tQiT+9nh3OctyRU6AxsEidai6WrvKC1xNR+cVoidmQVB0Esw3VTTDAI/ewwLEIcuGD2BoUjiVWTCGux2k292A5KMWVbpBDGNCYwwvkmGy+47mk8IRWG0b0l2Qjd+BqpgiU5L/5sx/MQ7hs3shcy9ZmjvJUxnBYYB2kQNDnSrvZpR/kwrjiWcN8EEknnMHpcJvmuVUhl/fN8wFWD4u4Hy29U69l4HnIaMIPIh682lvrEIK26FHZRkN8cyOoenMNsdtrXFUAEOTZI15PlBqkb2FuWP22hyHFljssEc7tn/rak/W5JuVV+crM2YQo9pq8GWYQp/LwWe4t0luqypi+NwjmhCme6X1Nlm2LoLvkxydgdQS5JXGIE000UeCrwRzGexMuL79IxwCNOvYWsGS+OFBuPazX8zQ4K4ZuOb4XgNg2c//SAOOjmmbocoerX1GdwQ5W+wGsOL6G8E578YYP0juzYk+0a7CynWxbIYcHxgwW7D4Ru5WLlunjZ1BJKN85Ui6PYen6QONOmJ0ajbZYI9uTaUUBNrKmREJtY6iO2h8eVbe7i5u7mjn7utBdligsm8Eq4hzhPNfTz15fO17qQ8fMlyiawNIISCNBU1uh3UsEbusnHMUz6PEZMMM3eZPh7tD4SoRoZH2FevfCK1QL9eKNV7C3iGPgL+KVXVH0VFP+wyeJ1kzT4FNsOSre8lWGMlpHnMcQS/O9eSR0+6Jm/yMbcbRmeYQSjBYENkbIYg3Lh2nYYW7DcR5BLWMOx1OggEcQ+ILSNNjCYXffUpxnHU0Oxd5hjQ7HJye5qqBuKt4I0LXQKnZBn2q+1bnCZ0bITZYE0LdL12OWMbl3RrnJmb/bMnt9h+jW2MOS7Dj6cUa+9kWAY0rwTZZ4fnLb9Oi0pNi35vmfxBl/yQCGh+iyjWcmgdFMPJj1S5T6FxdJzknUWP/uGgHdaswUYmrVEr27guJd3iWS2iXx4QDkM0OzfAxZ3fujJDi22yjk8LajPx0+klpeMHizfadCxOVVqXHkrPP2bNeW7faxJUj9bEVJU3/43zjk8kdi5ZuS2pi9bUNbFA5ZPeOlpDY9YiF+ANFswEVppUCNi0snfRxZX8vUo6B0jLQ+ADTUtkg9TASJuzJZwokk/XhkG6Clca8g49Fz4ZPF2cy+srTJOphhwfDabwBeJsgpWq/Qoy6YY5j+d1xR3hjH7IYVXUuzSGX8ZP0cxASaBIMKGtJWnEAZLx78Hhwa1Ry2uEgUOwzsOkMmoV6J/TwF+CRzd6jIbWVZB6EYrMBEIUSAnnkR4Nwjsnzmqa4kUyHRsEUKZJoOF6zhGWX42k1gUKasdxa1K/8KXGqW35G8V+qDIkdZfOM9UeEuuTbsBqhI51NjFjO7xivzdBpcbsmNHc1ZQP1lQvYXi7R6zP+KqguyihNNsUEQpLOg0M/r0pxvIDfsP5/RViWkd60+3mLuDKo4sw5k1zTKPAjEco/hNur/CGkzWL5DAE+PfY8OJ1Dtyw7XS/Rk7Cvnu8NHwSt7Dg4SHFEqMD3A/gDw9vhWCm7Yje3PL7h/8UPtDxqJFOvooaP3T5lul9rVrxcMXL+Hxf7Eh++I1UhTYxyc4o30Du2XO5e9qensotgMMGyT6J8mGmWpDD4lEi8bztFNBOq1Cli7EKJDDJg+LQCbfhdFGD/cM1mtwE0GFrib6JJmUDPcOxazCuel8Or9Ip8k+EIrz+zHkes+sHryL1GpOBVK0Gu3wf8qYibW/E0UWYwMHGTyNsHn8e7IF91PwHxDkwnD96HGEOUc3lvHc7GQpRYWTHRMFnnoTyfoYXtLkXTMoLZcI4Hw3/D087xRrT15LvKZYBqvbX6vYyCBI+mEIof5HqFSZBvicyEi5xC7yDM9uc/GC1jK7OmJnOW5WIIcGu5rRnpRUX16rxW0dVCWuyNHgRgdtB87h5gV3vzXHfGdOdduTHzrEOrqFIVtXuFOhfIcm07VuYEkleyvMozOCneeYpseJUN51lO92SNtDnmFXM/Yfzjmc6yJZvOtpF4auGqzc8NwueZdR+SbG0MgwC/vWDd9N309cZ6nATax9NT7Ge0Xc0LdyimtLsnaG+2vfT9P86rT3b4fgFlFNXFuqS0P/3lAcXh9mePDgPtscZpeO+TvLyR+8wt1twGS4mXaL7x7PaE9ybr+f0ZwnjVQTLZhu7DSgEX6fWtpTKyjVtOGl3rOM/TUdyQtCIYfYxSZZINEqmCgQmxFzeOJFPPZ/73YxuAgRv/NZlIFTHtPYRa1s04rH6IcelTrfMhqfFt9KOt1PFl9Uhv7d2dwhjdxb4MHCjEohEfqQKLORF0HkVat3QHyvzo9vmuk28qb8fIROL1FBJcI9VUQPBj47vX86tyncFYWzY7QW7rMHGMolmMn3GY9LHJSb8dym62DUqDk+t4yEeOQRGxc54KaDcmvplhnzr7fITpvY2kUJi5LDsxnSw6zrVWgbAWs1QOn7wLpFhRUV8H0h3H1XEGtYf5mRtdAuhNmlo3ijgU6aluxoY6XIkYD0a+r4WHCy4PxnO+avjkhvkd7Rn84xh5Z2XXI8U/pifnBU1y2myXGPMrqZxPkLc5d6f+IVRXwP8aUMHt7oSN4DJDIplRupMcb43TiGsgQPBuP9eelayw6W6vLItHVdephv/MvfzcMI0vUs/+ZXzG5tDA5pJbwhXdt0wumnluraMb+0XPx/71j/vz7B3dyBybQj/KJi/91TLv/UjKsfZxwv3GD8phYUDNoV4sTGQk0Mn0ecMRsW2+hFJJs3Jgp4izkuGBg1q42KI3w3MCb6QUg4Qwy2RZx08tJTwR+6w9tMu/kMXVW0Jou4QTCn15nWIokuvIyzt8KY+vmwoFJrpC+dCvZkLsK1U6z2ocBMnJfp4edfvafhvqFYU7r5wrz2BUNrrsSaSz2AeH46NhnOS72JeP1AR0sDWinslawlnQ/iOomeHsPcj6wvOzlnIhxS7yD1BgLXPgQlR8Ih/HNExgOgWZReSTUrQ3HXIZ3Fnq/oTpUVYLYN85cHFl/egXNaDhmg63HHWi3tusG8u8XOczYfl0rdqxz1hcV0UOyUINDNc9wsp32yhCyjuD4yu+6Z3VryoxvmwRtmxVY94/pRRT/PNVY1L+hnOdsfnGB6y+lnR4qdI2sc9XlBuzSknWPShJ3RvBnf6SdZW1EBO0ZrJl1fYd2mEOJo7STnqlHiRushrK9YfydZa6P97sC0FltpqY9vOr4dFnfb4W5ukdmM1S+33H33lHYN0sLitWPxtud4nnH62ZG+MPRVycmnB8znL/T7oXWZczQXS179w7nCLcbFYIAzKL0tJI5M3FMYa+bR4k9/hnFdjsk10uumWHqEEkD5zEGgpXicYahzMrHkUiswlXB6/XFWVoBGTO1hlMx5a1IH15eKI8au9EEo9GPBdr+vpce4/aKMiz1d/FYGTnW4rqevpVZhyN6Mim2SXBLmMg0OZXu5ZxGl7IBotSRu7MjiDucn1w6c8IgPh2sx3Dtu2m6y6UjeSSIkYnC3H8YU37WfZ0nWz4ipEy6crlGv2KfCPRXmusYkvo/4LsN4I8Q2Xud9JUhv6Zclu+8sKDY95XWHWEu2rbU8MtCfL8huBbnbIcYoxl0UuFlJfr1ndq187vM/DrW/HX1pWH1VU1ztqZ+t2D8rODl02HlOedchnePwrKTzgrTcOpbPjzRnJcdHGcfzjPklYC0DiV4VT/7mjvOXQn+2YPfxAnEwf9txeJLTzcZraCpApR86tAdhHNdP+r2pdZ2+7+S8uMZGXp4Mv3vIKuDfoUN8uvcGhpNgKxNrCn3T8e0Q3KB1RkQwuyMf/D8Nx4sZs7cHsre3uFnF4mSOHFq6D1dkjdPgibPaLNi/VLecY0sTcT+9sP/fKQ86/cwJscPLaKM4xtS+1PqabMJoQSY41Sjo4QVW4EKTrMHpbYfJ0A9t6TAeSoi4uiFiX85DGxEyCV3fPSwSu8kj8TNE0+VjpcEAjYRTU7gCRsI2JuN0viltmWDkeIURsMsE87aVPofAEDRMsd6wQZK5G7E6HoA/Ulx4qtxS9zscthyuE61go92GskZG4zWp15Mq5HSTpQo6HXeqQLtEiIbnDNZ+Yp0FFz3NJkyfQ7oJl9sLm36WBEndsJZHNMV0cTliwSfx9MT86Mi2CpBntSPfdYiD9vESnKPca/16aXuk9hSWPI+BSnu2RJqO7Gg5PM6QHtZfNZRXB/YfrThelBRXe4rbI7PSqCXZWJrHFYeLLMZyTAOrrw6Y1iJWWSOL1y3l1QFEkLolE8iWGbsPKrKLC+avVamc/PE1dlHSrUrEZpGaG99bWCNhXno/13nybsI8JVBXCoE8tN4eCoK6dD2k6+QhY5BBscdYjXN0M0PWDPGIh45vh+AWtN+kCHK3RV6+YSGilvTZKXZVIXWLKzK2HxRkraN7ekJugh/j4OoG2R3YP30yloip5gxHWPzTYYQJT1zl6XlTFsq9zZFeJ3k+e9bhjCN7XY6DEw4tOPWAAjGNjBdICi3E8919QRJokqkbJ8TsytD6TEiUQrh0avGHZw/XTgKHsRelt+zidwz3KlKKlajAppZt/bSnepOp8ArWqH/mUW9JBqEWFGiwQAdrhZFgHRXN92yWULEQoDl1FJsxdDTCxkcPwei9jTwgGAn4cF4312coNn48QLvSAlaRSWOG5whHLFJmkmunQlmC0B0rkZERkY43Knod5PzSMn9ds3+/YvGyVphkWTF/uVdqX5FR3B20U5QxuDzTwKBzUJUKk4hA12Gut3TPTjlc5Jo3cdVTPb9F2o75K0NzVqn1aIwm9LS9srHen1HdWfpSaH1WZf2owhaaIZnX2l/W5QbZdZhdi+xzinlOvhP2z0q231lgOkd+VtEtjDKHchk2rCT/Joo2MMrivCb7SsywFwaBmrzvVDa44X3giGWE43qySUA4COIgkyaWe1/63ri9I6sTC++B49shuB2KmxmDO6iGp8iRsgQRsqsttB2bf+BD9u8p7i39jOqkID/2FFcH5NEZV//AE25/yKD5IG7kh1xUSDZgn2wYiBPvJi99+nu6KFL3J97fb6TsKh8WUdCyMAQuGb6bCs7Rhg7jDOcwCK0YeLReUDpvZZvQjEGtYy2W5O7x5PsS8mn3+PCcGbRri2m1nVlgMAQPJhXeIys+LO7E0omLttfrVm/0AUPQL8ICfcL0SKzZAGNMjxFTIEuUULKJTNIj1BlwRTBTh2cNWYv38O1UsPs1FJkZCW4fzxVfTXBSUiAovBTaSXnl0cozyf0S67GvBuUXIayJ0hnnAjiy2n+v14qS1XVLtmuYvxWyXUN3Osc0HeZ2jxxqhUKyMADBLmdktzvscq4p79sDst37d2oxdcf8XUfWWEzd05/Oyd9tMDc7Sg9fFtdH2kczTKOQZl8K0juq645yI9hCmL07KhZfGvoqI9t3uvcPR5y1SlPtHGIty+dHjk8r2rnQVRqUTKs5pvDIiPHFMDdM5jwVpiPWiLfCU287BqyDRZ4q8OQ+oQt9qLseEsqiIS7Du89aR3XT6xwJ9y2g5Ph2CO5wWH16KQuwDnescY/P2P3whOWnd7hMYrbj7n1DuxTmlwbTWC7/3Bl3P0gmPliMiTCM2jPFHdMU7iB0k41wT0gkVlf8mq8CmG7eqCyD0PAwSeQqkyyW6YYb4dWMvIBpizQdgOddp4yQtAxA7vjen37Bp58+w7zLkYC/CRHqyA9hUHi8dBDA9MpdN7XEbigxEBusz1D8ysnY8k2gjhgoDJZmT0wnTzm0UYAnVtEIQplswKj0/Bx1C6UwjoKCqcL2m7m8MqP1krqsqcvsknfpknearidglLIc+kUGClpYt2ndklR4pGNL3fp4fT+maTeakYJJhVYYYw/Llx0ItKuMYtOT39SYyzuKdqnvfneEPEO6Xi1q53CZQY4NZAbpe7AWc31H//4jbeTtnFJvTxaYfcN83+Byg50VtGcVtsoprvY057MYrKtebth//xSbC/nB0lcGRJh/saE7m5Fd7XQMTauKQwSONa5TTeUOR4ov3uJOVxw+PmH9X7wh1K/e/fgJu/ezQfF9s8wbjrCnUlglKN/E60m9q8hkYrhHCmGFtPwpVBdzPZLzY+ATvXZ111O93mOaDjsv+HuADuj/NwbJkyEZYf/9E7bvZ5S3C3ZPTbRA2hVU11CfGjYfLagfQVpYfur+OiaTOcXAEisz/mjub7Dw3ehKpVbdRAHE+yefpZtMgkBKr5/CAKklFdguCa6WLlCb+WBjsKKDUHaKL3/2s/fJdyYJhIUV7oW0lZh8gyTBEz9WU6tF49LgIsOiDteabhibE3sMRjczSYQYwQ05sRNRwMVjh5ggwJP3NgrCJZZ9sZH4/qbvIj2mtL/4XvDznbzTEVUvvJN0TeApm/49hSlJBWj6najUUsWRuN/3GDZe6QvD94NHkSqWONZs+B8gqy3NWhOCpO1xs5L62Yrs2FG8PMLR572HYmEH757UDeYWjSUB2eUmZlC60xV2XpC1PfRW0987tcDbR3Poeqp3B5rHc2yZkb++YtG0uFmFNC1uXtKvKqRuKF7Vun/7XvvIth3uGOr9+s3Se01fN5qGn2Vwc4fkOfNXe7r5kmJvsYVQXbfUZwU2F4VjljLaMyn1L0BWttQG4nEdOKhPRYtv2fHaG8VgkjUf97eM323atSgaAOFdxTEpf11arczosmTBTY5vh+BON3ueI2WBq2vs9z8g3/Vc/GGtL/4As7earj6/sszf1Fz/9px2RcRvR8IWRos5tAtz5oH7JlbfCO9MNPDod1B3tkv2d9ioyTk8ZBElRxpISrHMkSD3cEeAKFKLK0Ai6eLpZ77GtYRSrGCuTQxk6jVkEHo+7d10XvB7izylnQXIY8TeSDyFEV7nlYFi4ZJkZTKqJRICU5Lg3uLfn6l1okLykS1RYZq8V1s4DEnz5EQougJlsyTv854FTbJ5U08gfc8yfJ5aszYb3l16RAgsXNsLCZNCR34MoWlCsKK7uXo+I0USxp8KdJPM4+jm/rN0vYjQnGaIzVR4WUO5KrGP53RLLS/hFjNoWs2QPNYwn+FWC+Ruq4LSOtwsV8tbRK3hYqbCVZTC0T1aYo4d2dsbpCwonFPOd91Sfd3otY1B2i4qBakbbUHYW/W284BTOWhbjXH1nkNOEHwWNjuqn9dgLa7vcUD28orTfUN/MsPsG8zmQPFSE4XccsbVnz7VOvcTaxkGpW/2yYd+feZ7NxhM6VoJFnbqEaXrGsYKNSwMx8D+MZDZgRHWzQzHJxVlmWHLb8AE/fHtENwCMqs0Wv3oFJtl1O8t2XxccvpZTbZvyfYtZ02vD1wapHMQ6i7IMElTqCS48+Wd0M08u8Ay0O4kkafJCwEG1snkus56oT0NTDEsilgvOrXcUqtciHU17lliJJ97SCJWvPPfHWAEp+PufEByGtCCiBnrcwx9K6OF7IZrxlcyVYKJstCmvNql3sSb+Ln2O8IW+gyFL4IVg4go39sVnt7XD/cdvbPJZpFeC1llPriYNUmWZ3g/6UZJPJeYOJpYupDOoV8XTgViEMqxMw9jJTPCMVNFncxXCCKGGihxPUzGllpo+Z7oXcQOScG7S2mLca4ZMSDiezAD9GUrODwyFDutTdOsDbbKcCIsP7lGDjXde2eYreZSUBawP0TP11kLh4P+KwqYGVxVIts90ghF3UDdkPcWMoNbznFFjtkeFfIIOG1IkRfxQjpXy71Xy9l1nZ4fDuvPD150yrCwDhfOdU4xeWtxRYb0DnO3Vw+g7XBtiznUrJ7P2T8raFcy2mfxcGOFKY6hnIWPZ6TkgFHHoHQ/hssJsX6Q4/4aF+cgyXh2Xh50M0M31xT/bz+rpCjg6WNcmdOez7n8UzNsDstXlmzf6kvxtD9zaOnLElsamtOcdpnUMEksEpf8e/QTKPY9b/8+M5zDWFDFOEDy4n6FwhsEsb93Su8KGyoujiCEXPJ/+rJT65PhulGheGtrZI2n4/cCPNDxsk5/j+54EyxGn37rJyB8Jv53sQydbxq5X+shCFKXJO0kc6HP7t9H7ygClVFU4AUllFYojO68eAEbhJFloD/65w19QsN7Na2MlNIUMkhpgvHdMP5bGH9W3z8/xSWDwo7jmVQhBIV3xBcfSzfjaF0wvOugAEwz/C1cLzQ8jlmYnshh0x1rPEsGYkOFuA7DmHyGZ5c+V92TXW6R7R7X9eQv/U3rBuYz3Y/WakAwz3F9D2JwXa+FpA5HmFVqKdcKsUjd4Ioct6iQYzsIYS9UI23XOb2OJyAggqubQTCHFknB0q4q6DolKiTXc10PbaMKwDlcbzGXd1rHZDnXyoRXG71G1zH7xWuy42Ouf7yIczhSwH4PjqpXuvH6G3lsYRtN8PERfBL2RbJG4uFAksXTl0JWJzX1ffehbzq+HYJbBJcp5eh4UdAtIDtAsbN065Ks0L8Vz69wZUF7PmP/XsHxzNAt/Mb3rAqxQDfwmYuNcPLZgbvvzzCdNgpOXU8gkZD+SAVtHCNRGEd3PGPcQiw5NwoFM/48XLNPuc3h/hNcHpLNn4xPQlnb4KrFBZN+ECrESaThDQyUOO2MOlRPBXIQLv72o3EM8t+PaZhLAU1zD18MAshDM8pOSZ43PKO3tFOMNqVsxblJ+NHhnkEYpnx6UKvZGa2Vnrqx082Uzs0ooBms/0SpjI7kXWcHGV83XQcwtroTTybleEdBka4Dv9bEEYt4ha5O8f30w3mhzRrOn2f1PZvWcf6zA9nlFruaa2Lvdq+WrycGuP1Bg49dhxSFWsIyLGI3r7BnS2V7HGsVyH2PK3K6i7WyU/ZHFco+xR1jBgENak33JlrbkpnxfcTov9L/nhn6j55gbnbIZqffWRS4uw56i+uOqlicVzQnC1UeIajZaT0VJu+c9J1PIU3/d1sK2VET2KSH5atW0+/nmiA01FUaG4L67nzBKUjogsMgRlBboiRSL+ybjm+H4O56zO2W5rsXbD7O1NqYwe33ctZfC7O6J981uOWcmz99TrMSqlur/SlPjRaRDwLAZwPmO1i+dBR7y4t/ZO7rmwSp4u87Fa5B7vmfIyaVulWJ0B9R3iYYddhg4pVAatA7UQxXku+lC6ifO/K9jMYwwrVlzN12Ri2rSPUDDT4mgmOg/slwndTiRe+b1ePVEvC/vvLCz1t9ManGkWDlyb3CvFo0UUdkKILvMymjJeyTQaaMH2AoAzvBtwPefe+e4b1668nmvht86EKSQiowtqpSCMKNz4nB0UzroOf74SIhuJWySlJrO9wv4M5pFb/eVyUcBUonkF0ab8gPxIYS6bXDc2fN8P2wjtPiUtmhpbtY40pDd1pRXKuFLHVD9/SUbNfg3l2rQHYuWqzkORKqAzqn3O6qxK6XyKu34Bym7XWerIVjp9fIMlzd6HejBamfkedIluF6G4OfWvM2TJjVyLbJMPtGrfn9Ebec058tyOtGv2u9de555uZ2B+nfAJqW/O5I1syV600yx8k+SYPEANnRxXWzeNMx//IW2R5w84ry6RpXGOpzNSJHrDKHUhsTi36qGGwejCulAk7hml91fDsEt3P0z864+dEc00DZwOzKMrvqKK9rsl0DbcfVP/SE+sQwu7Ys3jQ06wLTmaH+srfyli8cZ58cyK922GXF1e+c0M8mQcmJlZ1SwCJXOLxMkg0FI7hjlHn1gAUahH6kpk0wyakABl94KQgK8awMBuE2WOiCELIXg5VNDMCOlIKAQyJtb8oasYWjW1mkTyhyXglqgHOwzPuZo585ig5tThz2wcQ6tZkGD3Vuh+JGIX17ekypeSMBNnVbw4tJhbllKP4UYIFGlWikXiYCEtG6JlEZJ0ogFJwK8542yAgNlCNO7QX7dE7T64ZA5EhBmfFaAGKz4ODJjYLAXiGZaWAy+X5KKxzWmJ7cV8LNj9dkjWP5osYVwt2fOAXnWH++p76Y0X1nwckfWeT6TgVf1w2CtNK8CrM54mZKKzL7o1q0mx32yQn5ZodbzDQA6Rz0vbeoexWixgvwPAdn1bIPFjeopd33wz2tQ1YznHN064rcnSDHFnNs9Rp9gwZMBakqXFXC9Z1+t+vAWWSm3+fdNauvl7QrFXv7p1lkl+QHFxOCel9l0GZDEbj86Fh8fgNXt3q/pqGwmuVZvirIvnfG8XEWA48pjAowYrxFx3ggFcQck99AaMNvKLhF5HNgg9o5nXPuz4rII+D/AnwP+Bz4C865axER4C8B/ySwB/6nzrm/+StvYARbZpz/dI84x/Y7Cxava8yhw+wVK7Mnc8TC6ect8+dbju8t6RaG8lZNi3LjWH1V01eG4q7RF9t2ILMo7AItMD5XYiVPGSPDSdzbjPG9BHpR74WDYSjGn258GSzXVNCE+zsf9AoBTxfuKwylPO1w/wiVBOs6Wl+DZRWtOnHEPnb+5JQKmFreWKF50lG99oEpoxUMU8EsvfbyzPeDIA/473ReM68gNLlGPMatvQmzowy5LzKesxEcletYY9JJsFY8HdE0DO6lMGDPMsx/vk9qriTPcnzSU73LBmqif57oGUytf/He0G6s+KabLQjzKbug2DLGt0kUfKBIDq/1/hHWohv/PrpXEjcJ/2yp85S1KpzKm5bmpGDx5R19Zdi9V7D/cM78xQEuZux+65x8f8Ls80tPy6sVT+5KxY9nBYhvrtBbZL3GNQ3ZpqZ7tER6i33vlPKrSw0iJkJYAylGF0yAMmDorJOb4WcjYAS3P8Kxpjw24Bxuu8esl6ogQLOuIY7JBSs7M54cILpwuo7qp8+p5jPsek67PKObC/N3PYuvt8ihUax+XqGJRz5jO8toH6kyilNvDG6zU6ZM3TD/KiNrlmw/KOPam7KvnAjGumgIRCXu32XqcX7jGvDHfxWL+x93zr1Lfv+Xgf/QOfevisi/7H//l4B/AviR//fngH/N///NR2/J323hdoP94An5wZJfHjABf8sMIkvWXxwxTU+/1Khr1ljOf66VzYrLHXKo6c/XuCpD9jUUOTe/vaRfDNa2JAJwRL/zRyi3GmGUVFh7wR8bBid1KEJgj7R2R3y+8eNGBWK9sE6x2pCBGNK1nQyRdUm+LyS7f1wzJHxufbW+0J1mjFHrRYbArlDeCC6X8bVk+H9UNzwInIDdpValfxa1Hj3EEp7XCsYLG5sn1qNTGuNIwQUl5S3aEcxFYu1Oj2ChJ8IwsHSix+IgO5p4fmpBx2vI8J1gHWvzimEsNlHWcVqzQcGkhZ7CxrSJV5DGWVQxDM0ewvVGmGdqsXmDQSaMo/C/M8Qeri4HaiivG8qvr8guTuhOZ8yebymvC+3e3nSUuaF+VNEtM+zJAjqLaVuczTRIeKy1HrdxWilwMWP/o0fMv9hgtnvkWCv1L8s0C9pZILGyjUSBTZ4rXm0M5BpgjBaAEUJafSgp666u9ecij8wXt90OOHtdx5pHau173P4YipUrfZCuQ/KMrHWsvj6S3R6RpsWuZxg7eBvZldFEo7pm9nalJaON0ZrkVYnUDf3FCYjQrQrq83y0PsP703erf1BhLRAovG54x4OM+tWMEvg7g0r+aeAf8z//G2j393/Jf/5vOucc8J+JyJmIvO+ce/krr3Z1gywXHN9fUF01SN/jygKWc2hazPUd5t01FAVmXpHnGdXXPXY9Q+peXTMRLYbjuZs3v3vK3Q8MODcIg8TqAhLzGW9t+T9OYRXD0IUcRkG0oDUDBjw26x8QLuGeQeMGoWr1y2NOtLv3XecFWtTQnoYXqgKqoFG+e1pPe7DYhvocKf0JR6yeOLYUxsOIBbPCeMyw6MLcTINr6f0jTNANlrNYfMNbcEXgn8s9gR2ZMiEmkF47CNieiHFHy1t8L85a4jstbpN3nTxfEt8druPG9xi8lMl3DdFDSpvPpkymbu7oVo7qymgKdPK+s8PwPLYYs11spgI43w9jCc8YLHVJlAgoBLB4Y1m8ONKcl/SLXLMd7w7IosJVQaga5NUtxXaPdGdasGl3hHfXPoAtyjZpFA+3pwvcYoabFTSrDPe9E1Z/sNFXXOSadQkDdg2KczsHZelrExlvhbtYq2hYQw6cx64zhr+Fuh/H4/j7fWDAWCI2H5SAdSqAff0jyXNCl5rDs4qqMIhztIucYl5QXN3od6xogFYMbrdX3Nz2cDggyyWuaTHzirvffURfCX0RFr2uid5DXiHGEKsDJu3jIh01w3eM12v819W6zAH/DxFxwP/eOfeXgWeJMH4FPPM/fwh8lXz3a//ZSHCLyF8E/iLAzKygaWn+5EXcBHY1QxuUHiEkAmQZWMvutx8zf62VA5F5FPLd4xXduuDuO8rXbE40iAaJ8HFozY5a6zunwQO9MWNB89D/wQoPGzg1dqOlPHxnxL5wk+ukuDUuCkIYBFz4PabS+uBkhD38A7p0A/eDEA9CfcA/ddDhb/1MhWiokncPS47X0X+xUUNQGH2yYOOD+vt4zB2n/HETzk2vnwpJh2L3I0GpJ4Rnu1eQiUH4RYU08VzEJrGDMLf5INSdcVp7xfl9Z4ilDNL7BKE/gl4SizgtwBUVwKg0ALRnlmc/fMfNX38GngFy360m9s0UwFYqpKVNxzwEpfO9Iz84urlitMFqy2ootj0ILD6/jcFFu5pz/GBBvus5PCkwHeSPPqK4U8m/+6AgO6zJbzZgexVg64UaQfujthCzFnO3J2tOOZ5nLD22Lc4NDBKf9CA+C1AFbBaFrOQawKRuVFAHQW8EyIYJCUwTZwcP1Fm1vj2ODnjGir9OgGRAhXaRK8aeZdrcWLQeebOscAaqO8v8RT3cv+2wTauc9oC7ez662x+U8/7uhvUnOYcPVhwu8mg4iNMFrN7XUI44CvHOxXU1QGuh6YL3GH7F8ZsK7n/EOfdcRJ4Cf1VEfpr+0TnnvFD/jQ8v/P8ywGl24cgy8ssD5ZcHcA5XldhFhewO6t4sFwDU339Cc2JYftbQfPyY9iQnO1Y0pzn12nB4KnRLIv0sbjSIG2R2qRPWLRmsucSyHlVm88LEMRa6aa3tUcalTc71QtCWykLQgIeeGspxBn7zKLgpyfVJtHIeGAi+aXAITEaJFgRqaoqGCU/1hdfq3voOneJTIYYd87hTQZoKP5uDKx195Sg2Zji312sHpWYzL7T9Iu1LDVyqZekt+HCP9HGSmitRqYX3xCAMXZgnLyjTeELAyQHwwjgGMfsgoL2iy4b5jjVTwn2EETwWxpR6A/GeCctmCitVbzOubp6ShYbKkijoKUUsMQRSmC+9t8ug2DsWr1pM03P1J+fxXvOrnqyxHJ9ULO9qRKyv+gftMiPf9yxf1Nz+YM7hscG0BXnt6GZC/biieDlX2l9VqrV9bDTDMSbWWPJ9r6ytkzlZ3SgmHQRm7ss+Zpla1UbAGMW+u85DhnaMR+fZEBQNkEH4vXVQiC8B4a3xAJV0XbSq8dxzQH/355Dn6ilUJatPNzSP55jGsv240s48mwMuSfoR/PX8+gmWfRwTIC/eMTOG5mQ9huSSdx+sbJUnA3kgvmoJBoPcM5oeOn4jwe2ce+7/fyMi/y7wDwGvAwQiIu8Db/zpz4GPk69/5D/75kMEPniqgu7mDlkuYGEw+xp7tqZfX+Ay4fCsYvtBxuplz7t/8BHtUjyG5+jnmhnZz1S4lbdqhWy/k1g8vVDeQnXj2H44FEPSMSTjSYS2/jAI/hQfFzes32DBRUwrgQ401V4/D51solU7YaqIFRzunlII3OeshuY0WJFqNQfoJN4vgUwGQFSvb/OkR2UQUAmu6zIVomPB5Ab2SKLcwrWwIAk7YxQgk/DcQ4q9NYMH4EI/thQeSgRYGGt8R4nyiAHlsNDDu0iwfHHQ55A3ybiC8glKoh//Ht9nuK833ML9+oWLJXfv9R5N5jQkLE3ZAlmj73NKD4uBXDso+PB5cKddDvWZNse2pZbFXX+SUV33lG92mN2B5eOS/ZOMvoTjaYapfTW+plVIcjbDGMP60y3ZyytNef/BPCpd0+oaKG9bLfLksxCl1uAgfQ+Ho/4/m7H4xTvsaka/rMh661kiHl/uPC2wC5mQPSMXNeDdmVHMO5zjLPQTQRnbpw2CNSbqZBmS4TMylb6oUEqPa9oBeqhrpJ3RP16Rv7ph9vYG13Wcv1rp3/cHRlZ9cg+ZFXrdutZrt51a8U/OMXXLyScb3ReznH6Rc3hSDEWpZFh/gToa1ypo8+b4rn918g38BoJbRJaAcc5t/M//PeB/DfwV4J8B/lX//7/nv/JXgH9BRP4tNCh5++vwbTcr2X/nhMUnl17z9tiq4Or3TjRF1Vse7Uof7GaZxQmYvXWsXnYcHud0CzhcCOUGFm8su/e0qJJpdMGX11DdOpq1aB/KYAnh96wXlnFDeTf1XuAnjNs8/DMkAqJnqNGb/j0V8CMcddDMAePN93DyhVpG2ebI8//uI+ozonWsLd4YhJof8xRWCBh+hFdEhkzJiP1K3MC2UCs51NNOazWIqDAOCiyWTJXhnKjg0iHIWBhHhZPgzPE7qXUZvN4w9CAMg5AUBs53sLxDQPEg0WKNVM9ESMf7J0I2TfxxiZeu6ynMFdHijXh68PAmgdO4eT2UEv4eWqzFAJU/xxZQP3JUVyqgjx+1LD7VgEDuS+vmByg2GfnOUWxaxFpcWTB7W2PaksPjnH4G249ysNA+XVO2HXQ9sj+S7Y+4xYz22Yk20m6E1fOG4q7BlhnZ7ZH+wwvM7V7bA4rRyp19P0AGnoFh3lxjFnO1qrtOIQkYCUHJDM72Q7JNZqJVLJlRfBqSYLxBAmUp5Xn3vdL7QC3scJ+iRBYzxaP7EIBggFH8vexqwfFixmK7QJ6/VuF8daPWuHX6f91oIlI/XMPtD+o59FaVBKjwblr2v33B7O2R7PIWUxbk7xz5Zkl9MaNZZ3FtprEOsVDddGR1T35bK+mi7qgv5rSriUCZHL+Jxf0M+Hf9BOXA/9k59x+IyH8O/Nsi8s8BXwB/wZ//76NUwE9QOuA/++tu0M+Mdr44NjCfoxXtWkznmF079k80QzJsvGILZ5+0HC4y1l/VSGMpNh2b71ZKC/zyiC0zNh9VrL5yzK969k8yVs87bKE7Y/FS6ObQrt1Qw8JbfhEVCJszCK1UkKTWWRAiE2schnNGFnjyt1GPSxkEkLRw8kvH4m3H7IVqcjJBDg3ljWKZ0oOtBk5xGlRLhWW8X7Si0wEmHyUWQVBealUTC1GFUqUxqOjnKGDXoRzsvWu78XVTCltQEtLpM6UJKsMJMprzB4OnISaQ1jpJMOopi+MbrxXmIIy5H+Yu1I1JGUkjuCtAGpOxhvcbzgnWOMDxqTbJBjj8dsP8U222oZa5zsf6p8VgUByGucuOsHhnyY4drsyR3dFj25aTL4/s3qs4PlILrl/k1N99TL6pMbd72Ozg7ITjk0ot9ruWvsqQuiW/0RKru+8+hWcLFp8XyNWt3jTPlQaYZzhjVFtl2ZDmbp3fM4EY33sLOFkX6d8A55KgIgzCcVKjBGcVwrD+b6IccLFovaPejmue+HPoe6hyOFtDbpi9O2K2e31FkYXS6/f7fihdmyqU0CLRt1KLAc/rWxafF3Rnc7Kuh90BjJBvdmQ3K9yfeEx9mlp5uiay1lHc1GS3B+RuiykLqBvmNwvKRyv+jupxO+c+Bf7MA59fAn/+gc8d8M//uuumR1ZbZl/d4o41sl5C21G/t6bcWoptT7HPqE+ULL97X61Q01rO/nivZSY99efR6xl2PSO73NC9d0Z+qDj5vGH22TvmT04Q6+jWJfOXB1xuuP3hgpvfHoRQlMv+PcafYSjBSjiJ2CoqcmjxlpP/ZYBoEoHqz0853zFI6QWb9DB/K5x8tiffaqH74s2G43unVK8cj36y5+Srgqzuef6PzHFlMnh//750ScH9obVZLAvgHya4/H1oQ5aMMRXG4Zi/ddhCOD7R74C3QiPLJNxDg5EKZYUJSyc5sVIzR3tmKS99r73UQwlKMSiVAM8kFm94R/jzouIKgUozPmeUdh6s63C7FKKYWuWpsg7XfsDLCd8NcYGgDJozp95fIxw/bilf5WSNcuLDe1/+ooy1S0L5gSmDxnQK9wEs3nYsPrvVYlHPTsnv9GEOFwWrr4+sP9shdkF9asj2HWId7dmM2bs7WMx1GjNoTjKWP3uLOV0qn7lpaT5+THHXYdqeflWRX/sBZEaDivOZ9qT0KeVuvaT/6DH5V+88fztJZ+86KMuBLRKgDFCOeJaNgo7Rkg6fWzdg2FkG9GPL1wju9i5ma8ZgYnCVygKZVdjlDPPuFjn42FmWDbxxN+btSmYUIhEZPATnNPAbhDao1f32mvzyBrs/DIHYPEcONeVNS31aMb44uExoT0qyzVHnL8xl15Fv98oy+YbjW5E5KXWndXWXc9yshCL3EXPh7jsl5z/ds/ysYfOjE5qTjHLjaE5yqq9r3GYbAxECZDuN9kpnefbX77SmggjZzR5XFpR3B6UO5hmrec7d9ysf6AOEoZtJOALk4IWCzd3Qu9If4bNp84S0486I4ucS4RHc88RVrq6E6tqR7VroLNm2wS70xZvdgf50Rlb3tIs84q2DizC0LXMBd/ddNzRo+EDDXUPsI9mXHnoJiqaH0HghP8DJFy23P1BAO2tkJKDGFwWcxFRznSg/L1NcuBeKazN2BLxAD7VNYj3qtKJaeFcJDBJvnyWWe+px+DmJnlQKoYSfE/53GhBN2UKhr2latdEZ/bGfO/qFI98amjN96OrSqMHhvYrlL4s4D6MyA4myMV2i4B2xb+b8neX8D6+QY6M1m53DLudaZ3tekd8dMe9VtOuC+VcH1p9a5Psr2pOCfN8z+/lrsJbmhxccH5UcHhl2Hwrn/1lPdr1RXLtuKH/pLYssUwZFkr4eCk6RZ2DUUiTPODybsdyeaBq8mCH70jqFIXyTlHANAIpScWNQAdzbAZJJa3uksEhZKHPDOoVTxCgm6SwynyvcsdlEWEUyh6sK9UiOHp+vKrXOgwCH0f0iTCLe0u5sxNkFuY+5WxebwETa4WJGP8+UtXO0Wj6iFC0iJdCc5cAJ8+0B6p3ftIJr278Hurz7h2w+eoQtM8p3O/JdR77rWH3Rk727g64n+3hNsXMsXza0a60KJikntOui25O9vsFtdwMHFZBHZ3C70ah2VYDzrmgO5UY4PvLSLViaDFZ3sPhMKwMOHjwon104FUjTIwoZxta7S24W+MxZ47CzHCkMptEFXr3S9lHbj2ac/HzDqz83HyV/2ByMN81CPW5iZ55UUjJYrFPsOhXafjpmb9V6P//5EXPoaE7VKmxX2mg3BDVxog2OQ0uzYHE+0M5sZB1HKGaoqR6tfD+nEjyBiXC/FzsIsMYDHlJUkglkkkb/QwnWcI2Rp5oqFDNY/senluLW4HJH80FD9WUVrWVxMHtj4vXL22Re4J6nNignjWu4DKprx/rLhn5maJeG2WVHvld2hyt0+9YfnsY10p7OKN/tKG86uqUKI7Otmb8tsXm4oQMRZXFlBiTXbuqh40xvY3KMClqr+2gxU2HZeWvWOR3D3TZW77O50F4sqC4L3Ze99dYqQ6AvMEyadqDoJZCI+DiXJtskgjG1oENzhdxbKKFsbJZpVUMvUINlLEWhY+n6IZvTp8Q7n1UZFYNXHvT9EBgV44X0kBA0OtoJb91k9B9ecHxvQbPKyBrH4osdZrPHni1xRqifzLTHZmk0QHw4AL6ZzGIOu28WJt8Kwe2KjN3vfYithNXPb5DbLVIvkNsNrm4U/xLD6idvWP480wDM5zVsdjETCutgvcI+OVOB/vwNMWurt0hVwqHG1TUuzyFbYQuh2ML6S8fx3EMHnQxut0sEC4yt72BJ+8/jIcl5fk3F6/TDOamACRix9Zzo6sZRbno2359TbiyLz+5w84Lsbk/77JTqpmPzw5Vm4CV4albLmIMdBOlR4hhHtL5wWoAfSCxNv8cXLxxP/vNrxU+PHfvvn1BdO2wuOBHyI7RLvZe4BP5J4YMAbXhhncYCQjEsTQpKBJuVkXANST/aWR6Pxw/nx/KuiWWc1qxOIZHU44iNmvHB2DQByQ7X6Hz2bbETju915HcZ2dEhrXo42VGY/1K9IvEWtM3H943znSoU//jW+OXgNAnn9IuWvjKs//ZbpO2wqwXluqJ4ea0Cczmnfm8NArYwdMuMZmUo9hZkSXnb4LIKV2SY/ZHi+Q3S9djVQkuf7g7I2ytm13dk33uqTXzbTgWGEcR7rm5WItd3sG1jaVbXdWpNdl1MfGu/c0GoNNnNMyrn3chYMKqHXEu00rSDYuj9fcNRJAySyJ23iSXsLWjxE9Y1kVUS70OBu77F9T0SoJOqxJ4sOHywYvkTwe32SFUpXu3bo7kg/GPwRYZrOKtURFBB37sYvIxWdt9DLkilSqufa3LS8rnG3OyiILvuyb5+C3lOtlvps+eZZpuuV/QXJ0jd0p3MsO++OUD5rRDcNhdsKaz+6B28uwZfqD0UnpHVSrXr/oB777EWSm+7celJwO12mFjz10euc2067OZaWYxCLQNpO+af3zB7mdOdzrn9rblew1ugtvBZdkKEOqYWXyyUngpCL5Rilt6DD6wW2dCFXS9YbFRYHS6E46OCfgbz14J0aw4XOeVugfSOfNdz/eNMA3opTQ+GwBhqtZo6hRYGAR0t/A7IB6tZELXSOyj2cPGHG8z2iJtXOBHKm5bHVw27DyqqW6GbC91CNGMvuBKJtSv+edPM0zQoSUITjJa/n4++8POU+5IFXaJYnNDPHNkheZ5EWKclX0dKKtw7/Tv6vazW+t71RU9xbbBL6M60dktQSKaB+dd5/G7ZaIA7ZkCGZzfD/SIMkxSHsiXJnPnPPLxT7B2zF3vMsdG6H6dL2kdznBEKoxc+frDGFob58w3mbo89WWB/eIppwsVs/N/5zjIuz5IAtUUkxzUtxYtr/cy3DKMqtC43xGJRUlVDGVYURpCFnkNWYhpttzUPLchggCCMx6lPVvTnS7IvXg/QSLBegyUdv+Ot8x4iDBLYKZMMS9f3amH7lHpZLtSqDsyXRmuQmJsti264TvODZ+TXB8zlDW7rlYefX6xFZpX21dzto6CmLBQigiFI6ufTOad/W2tgsXx+Tbd6SvnFO7CW/ul5TJV3bYtc3qhyaBqcyWh//BHHi5KssZTXD9WLHo5vheDOdg2r//cvtRZwnisG5WsSSFViz9bKIa0KDh8uyR7NEeco/9YvcTK4UjKb0T85I3t7M2jgroNZRfdkTbarkO1BLfXrW/2OEbLqw8HyAzCaRZhaRBHSYDgnuNzi1LpKqV5pSvjU6quuhPlby+GpoTnR75kanvxBw/FRzua7hs53ZDk8FfpZQXMC+TFj/WWPLY3WnxAZsRnw44RwvyA93ciiTQVkudUMU7G+DgcqVJbPHae/PJC9vgHnqL/3mHadYRqtknayrelXFa/+3EKb8/oAZMwcM+MxjZgbKRadsFCGLEefZRlgnk4GMk+AcowbGhDYRGElgjgN2EYPyQ7B6H7uqxxuhPppT7Yz5Fv9Z1ql3JW3enLK2ImH/7nYeGUVkmVMWA/eQsuHAK0tXGwt5ypoHltmL7NRE+By619Q29GfLjl8uGT/JMMZ6BZPWXy1pZ8HGOSIOxyR3YHyyVIx80NH81ibCdhFiT2ZYZoelyt7C19G1b73WEugNj7dvMgVB97uFcrIczg7ga2n13mIQvIcVgsIxpUYspdXZLla5BzVCo9C21kN7F3fYual5mnE+twBxx6gDilLmFUavwo87zQgmKTRA8hcW6/hIRB3t9E/GDMomrbV7756S6gbUry80XEca0I/y8AmifP/nfeRvke+eo0sF9izNebdtY7dM1xcwmKR5ULplsbgbu6Yf1FqZ6D9HvP5C+T8FLdeekP0iGuayF8vXt/Rrh7hcqFb5DG78qHjWyG4sU4L0gTXhAznHGax4PijZ8qseLbE1D2mVtyiqzKq1cpDKQ5ZzNn9/neozzLOd0etK3A86iJrWvKbAy6TmIkZrfk8p348GzKe4B70Eeo6R9aAY5TZmNLARkkh4Z+E6wjL545HPzvQLnPqMxNx83wPs5dbirsKmNPNhNXLjm5huPkt5YEWW8fu/YzTX1pOPu+5/UGmffT8OMHT6uwYRqBXqzXWLfHnVldCeedolwp5PP4jbTX19u8vmV/1lF9fqZlcFnQL5c5ntUU2e1jMMGXO/K2jXQ/SbMTYSOcwWiaMg4GhJ+U4oD9KKAqHC1iCG7wV0A4+QVBHup7HoUPfy+ZxT7Y3SAfts5byRYH0XqA6oXybRagpO0isGBjHEzyFMH9BEQRmjLey+0J5+LYcpsD0HupBladpBsy/ep0NysYrlr4Q6qdz5k2HneVUlzW79xccLrSKZjdbs/5874NlVi3MWYn0jur5DXJsyE5XtE8W9LMc6R2m6THvNtTfeUT3w6dUP30BO91zsYnCcq5c708Ow3MHqDIIbg8p9B9fkLddUsjpONQK8TGr6A0Hqp0Y5Pkb3RJFgZysBs51CCIatUAlloF0ONfpGJ3TgGLIyiznKoT9PRWXdohVQRqDika0+FSeeejE4LY7T4hYKHSaYtytwkLOOe24vihj2rube2/EuUg7DEnjru9VEB8OkQXD16+GErZ+nPsfPlKlmgvrn1wioSHFZsfiC4V2u8dL/o7ogH9XjrBH+14L2RhB8gK3mtNXhqzOKO4a9h/MqS4biqu9cr6d06CAtbj3L2KtgPbpmgKQV6pJXduqyzcrcecn8FqLHIYX1c8kZqulTIL4c5JgAYPlmB6mVcsqBvVSARYEu1NmRrZroXc8/Rs1/Szn8k/OMJ1D6o5ie+T81jNfrMWerZB+zfaDjPpMzf6ssdhWRsIujNcW6s7HwlURGpCx1ehgduU4+fRAu1pQ3jrmX9zoIrVafVEtFsfxe49pl4aTX27p54XCTl2Pud6yfFmy+7ACpw0L4isN+LBjwOFFFYsGhb3ATuYz7Vk5YC06YFs4bc/VgBOPRacWvQ9mOoHDRz3FdUY/d9jSUtxmZFujBX96IfuqjAokzF30rhKlMlJAQflMvIfBFfDPWSjE06168GwlORryvcE65zNgB6WUMl+Ccjg+MnTzgn52yvzlgfz1DY+M8PK/udAMSAvmegtVSX9xwvZ7GuxafblHul6t5rrBmSXlu73uE2NUuDtHV2XYJ2fIwe8hb8HK7YZ85gWTVUjBbXcDXS5Q85wju9rhZhXsj/FvKe/Zdd0QMLSOlE6ne7JTARmw7toOMYgg8Hs7WNllOQpAAvQfPSG73AxVA63VNTthpshyiTtd4cocc7enf7xG1kvM7VaFb13HVPloPQfI5KuXGF8PxR4t5rM2Bi5d8D5QoY0xCuH6Rsnx8OOWzIAxtKsMJ1DsLc0HJ2Q7LVUgxpeSPSij5O+BLu9+F/g2RnJ2ij1dIk3H8r98qfzu5ZyFtWTXO9xG2SJuP1gG/bxg9byhfL3DbHa4u63+och1cvcH3Yd3G02B9RxNgOq65eSXGdvvCH2V1BFIseMgxIN15TfyKMsvxVOdcqTLO5/x6Wl5plfGS2YEmpasaXi2/YDDewt1Uesa2edaGwKQQ8Pi+Z6snmtHoOdK59r+4x/Tz5MxeCEdy46mRxhrEizNGu3oUbzdcvJlyepn12pJr2YxkcWeLJC6pdg0VC/vkGODnC4Vx7MO++yMdp0zf61Cdfe+RK9l1DQiTGMQjsFzSYVkmONpMSw3dNmJDQlyoHF0C4dd9hSXOd3KYhrBNEJxnWnRrIOQb7Khez0MNLsAbXg8P8A10itMtH8vAemDskvgnxEryCQ/C/SVo7o48N/+3idUpuM/+vK3OXy5JvelD8Kzp8HpWEis1xo6NhdsnjF/idYDebvh9LOKw2OjwtsLNXNosblQbC31owpzWGA2B9jvmX1mlV7btLjVnN0PzqiuGxY/fQ1ZRvv+GYenFeufXsFb9a7k1aXS9kJtEN/TUVkegVnh4PpOMe6ywNU1oPVFAgyhBZ6cZ4yE/2XAsMUpRGFabXTgU+Wj8RamNAgvbzkDisMbwdwdFLcPKe+A8/0nAXh2AW8uwRi6sznSWaQqVNjnmVrHgdkSUuUzhZECZOKc06bDQSkdEn6rc4NeD/BNkWvRu8kWDMWw7HLmPTWHaSzHxwX5IiM7WIpc8xj6sxkuN/yqCoHfEsHNoOGePGb7Y60SOHtzIBNRt8mYKLTpukjGd/5vxeevyTtfJWxWIYu552qqAHSzasiMAmLAIzMUz284yR9xeFphfU/SEV6aBJvSNPk4/MR9DkIoq4WTzyzLly279wuatZAf4OyPbnH7/YgDmr26Rp7O6d9/pDjkscO8u9VASN3g8iX7JzknX3XMv97SfO8JWa2BuXadCLXEoo7UxBBUDbQ//zfpID90uCJn9cdXPnCrNRZWLyyLT6400i1CthkwT/P6itBDsFuXzN7WlLcZm4/Lge7nBZhxxJ58aZf5yLgJezzplON8MapQlKpdW0wt2MphZ478ztCteoq7TFPZDznSCbO32TjNvgc6hShiFqQ377W05vQl6n/FVgszNac5+cFRnw3CNma1JuwgJ0qLVDaIr79SWf7U+y/5X733V5n5JJP/29WfwdaFFtIX0VhcMABQT0m6GH7AzcHlwvHZnNWXWifk5A/fclIW2JmWZgWQpmP11RFTd5hDS3c6Q/Y1kufY1Qw7K8h2op/1S/oqozAGd7ehaDuceUK/npG9hVj/OhwTTrOI89zZQi3UUAGwt8O+whFT1AOlz2ccynKtSTImg74ZGgA7z/pKIQ9PMJBQwztg5c6Poe/h3RUyn+N8IJVOjaH4nbfXarVvNuS/qJHVYqiZUhUaePTGnwAymyHrFe7qZsC5+97HksxoPoaOHnaQXVmmFru1SJErn9w57Gar1n+eaxldB4s3DdJY2lVGNzM4I5SXPeZ2T35sYkD1m45vh+DGwxbzmTYx9Q9UP5kxP7a4R2sOH6+xhbD85A5zeQONxALpslhgH58hz1/jWqvMk+sN7mwNrVKW3LxU17AsMLMKZ23MUhLryPYdUFHcCfW5G4zW1KI2gyUJE5fZW9vSqYBef2k5/8NrbJlzcuzI7mqNXh+8lyDDQnCHA4tfXuNmBfuPFlTXLeWlaNfs1YzDezOaU8EWOcfzU6pby/xtS7so6RY+6FUlGYUkFmXCnkhpcvkeTN1z+O6axSfXuKrAnq/I9h3LF6JQTWaUp7vb6wIGLSRfFrgip/r8EkSwqxn171Wx7goQk0dGLJd0vsL0JlASXjDWJxZXWIq7DFuqgsoOQr5TjDh7k8frhYv01YQOGRSU0787JFr0MIwteix2+CyrHdW1w/SOdiX0CbYdKIex/ZoMHXZiIpeFfVfyoi9Zm5ZdN2BILgOLizzvEPSeQnHSQ3njPHykAoljjRhDVg4WqZbnXUKvvH/T9IgXfP16hvSWflmS3faY3rH9sKRdP2P5xRJ5dUn52RvceqEC6/pmHPhzNiaoSGYiHTBYxa5pBgs6hUWCZRxSzcnA9Sq0Pf3POYeU3lpu2gES6dFGwCG1PDBLsuS6/tquaZHFQgOoV7fDOP13XO/lQ5Gr0HbByhd4V6sCygzOd/lxTasCtsjVyvY8btcpxh6FucgwD6EyYZZhVkukbbFJcFTZbAf1KtYLzLZh+SrDZobi2LD+pVYoxIG52uD2e+wxYdx8w/GtEdwYwb33GDvLKW8bqnc95qDBsu1vn1OfZJz9bKv1BTz4j9E6v7KY0a9KMh8EMK+v1EJcLRBfy7t5NKe4FbJbGRIDnEWWS+7+zDPuvpNp7k05IA2m0c3VV27AMFOcGEZWm6aqw+kvWxa/vEIONWZekd32uJ3CIJFzmvb66oGXbzAXj1h+oq4Z4NsoaaW38lZv1FXC2dc7pO1Z50I3L+lncHzqmQrBbU/53OjP8zeO/AC7DwXTO+rHlVrkTau4X9Nhq5zyxa2+D08jExEtq9v13oqy2iKqKlUhNp0GOddCjClO4DmX+4qH0wSfnog3idU5L3rA6fsoGxMDlc64EaUxFtjqvAUbBGzA170iHeHQCZacVkBcvHY0p0J1Y8nqnqzNKO+0UFnE6sM1/HdCrMB0ukZsiYdoDD/96j3+5+1fYFXWfPLmArPNY1r7Q4HX0fUdlHeOky8aqncHZVhs9+AszrohcCcKZeSbGmnUO+pXVbQC85sDx/dXVG92tE9W2EyoNj3dzNA8mlPtV0jdIHc7L4xMDCJG7nRInAmGhuu90NwPEENaHCoK8UAt8t8nEe6BRhf420YQ0aAhTYvd7TW4GZTINKvRC3AJjJBjjVYdNON9ZUyC1e+1DnhZKN5tDO35nOL1HfLmndKE2yZ6CRGzDhmQAbdOsyxhsLxBIV3PrHHHWgOpxdJnnRqFItuWcjen+c4jxFpkX1NtvTHXth7GzQYl8Q3Ht0Jwh0Ga2x3mRgMGrut1IouSxbJi+csOvniOS+k61iInawDy51ex15zb7WMSgTs/oTtbYEuDrXKyolDyfZ7Dh++x+94J9alh/s5S3Vp272VsvwOmFtZfOXbvC32ATzzGGeo/hzrbYdPlO2Hxuleh7VOAu8crii/fxlKQrteAUCxiE7I61yuwVvH5iCH6FQAAaLFJREFUssAdDshygTQdJ5+py2Q6R/l2h9xuwTlm1vLsbcHl339Ct5BYgUwngUEYeAG5eqHdgQ5PClbPe6q3R/qFJllkzzVga0KwqiqVT78/KnXsfI3UPop+UIvg7k8/Zvn1ASkyurl/jgcEXDhCA4ZwXrTQA7xBsJIl4r4pxBG0ZQxEJvS7WGjLOIyvJe5yN0Bcvt73KBkmCMkNLN72FHtDfrRkh47VVw5bGiAfNUIItL+BMqJGvOnEexlqRrt3JV9unnkuvcHUPqjYJ0XBwpry4+hnSqvM97D+qmP2cqtuemAvzGZq3XU9A7NC07il1qp82aVVC34+g65n9vkV0luK3pFvatrzOcvrA2ZzUChlOcO8eDsO/PnaILGoEhAaIugz+xdm/SILfOmQgZgG1dIaJGFJtJ0aXWEP5IXPYlSvW+p6gFsCldA5tdT7Hil8nRMjuq88U4Q8oQADZrnQ+bIWDkdcK8h6rQrudEa7yileqmCX1QJY4K5vPJ7thWfAvtueGMgNWZvpz6AQaKyTokpIDjXu8bm+k2MNxx633VN+iQaLmzZCTu78BFOVvsfmkV91fCsEdyji4m5ucW2HFPlQJ4CG7O0tbn9UWdT3o8lCRCPfMKS/F7lq86P2nSxe3VB8XuO6HmdEF/t6xeH9FbMXe5wsKXYd0indrrwV8p0bW2VBOBC9ZuV6hz93wuOfdMxeH3CLClcWmM2O+qKieF3i7jaRNjTiiqatmPbO8109HWm3h6pk/slbfc79QRfRaqka/e01WVkg9oSYTDPIxig8q2t48rd22tczMxweX1Bd1uTvNnCxxi4rsrtdDNq65ZzuYkV+vSdUQgt83/pH71FcZZjLO07+4A1yqLGPT7QH6EHo54M13c1d7DojTu4lMiHaDcSWvvCVt0ZtNrRGC1a19SEJ/TAwZNQCxzdPFuv7Zfp3lXbmiSwX/3uoJV5tgqVvme96hRranuJ6z+F7Z4jzCTm3Rtkgidd1LyBtdPwhbd4dQ6anxCqQAZaJRwq1OXw+gVb323/3BOkd87dX+l7mHnK5vh1oeJ7V4UKd695qfCc0FLjZ6RC7Hvf4hPLlnRo0hwPmcFRrPuDavga2WpSJVRkt5cSyBsWgqwSnDs8VBPwo4zE5EkxYgoVfVQMskSgI11iETq3XEDSdHv2gyKI1HIR9nkPTJPtMLfT8RUcxqyJ04jbbQTAHNktmhqzs1AIOmHe8txtS+ROWDkbgWGOfnHK8mCEOFn/0UhGDwxE2W71PUeDOTzh+fEr1IsOEzNJfcXwrBHfEi0BxqH7At5zNtHVZ5jV0+EpZgrPY2zv9wAsYHp3pRL671s+vbz1GpRMq56dap+TYqDVybFgeG9Xms4r5Zcn5zxv6wnD7WyXdwi9SBmsyBtp6qK61g0y+dyx/eYPsjxx++ymmtVTbPdVlDYfjUB7SmMHt8gEPl1Qco9NnMYu5boy2w91uBosnM3GzAlCV1GcyBCcT6t1QxMhRfHWJm5XYRUl+8Js+z8g2R7UKmlbvUVSQGbK7Wl27sDB9VNy0VouCFTmy3Wtm6rFl/bzjtiw0uOsDj/lBIj8+WP2R8+wGyEB8os2Ie54cKTxiC0doOhyEpi2dXgMiW0OzSoldd/Q6/r1ZYo2V/OC0vdemJburB4jHWk3hb+DsJ4bj44m3EFgzlpgwGotoiSoqK4nimsIjcQ6G33OfBWozuPtuiTNQbhzz9RK7qLCzArEOc7cdBElqCQNyfkrz8TnZvsNsj0O9ja6jfrpg9pkvsgRaKCowP0IhKJfEd8BblTLAIGnRp8yokEuEqYS9PGl4EPa0JIyNaFWHxge5Z4Y0bQxMyoQSJ6GqYNpUOHgIgOs9Tv34XD2VrofTNXInQ5VCVOlwsImB6JUDRBaJa9rBgp62E7NWDcVA+/OwLVmGLBZqffvntGWGy4XyqtF9YyvcbqfP4eMVUrfkOw1Cu8NBvZJfcXxLBDf6AAFjaxMupXMaBElPXy5p/uTHlH/4GfTejcxzePII3t0Qqoc550AMsl5rv7w3lyq0rcNlRrFk55CbDc5ajHWs/7amGffnS7JjqfCDDEIha4TFC0exdxQ7x+L5nvasYvbFjQZIqpL905xya6mONfnPvsJZpy/CafWw9KXEyHk4PPmf+QzpgntmQHKFjpoEYysLz7EeLFkEMl8vOia59IBzdE/WmLpj/ekWc7uPAltddlFrq+uQ7QFxDntxirm8Uwthf1D64u1RkzQ+f6t83Ys1rsqoLmvMhznFRmjOkuBkAtmEFmIBJomlA4JlHISYUctTehnqfvcehvDP6JJAoHTQnjiKOzCJW6T9/rx3ZhgyLcGnuGtS0/zSxxScg85FRTV7vuGiXbL5qMIWviYL+jzOj0Frlehngyehv4eyrKnCCF6cMw7jZPS39P/9M4Ve+pkgv/+MrLFkR0dx15AFA0ZEmQvW4pItYg4+YaXX5JzA4c7qnva9U4rrWy+ILG53UHw48zzr4LYHgRYEdpUT+jkGiE//H37WYlTGT7+Mktz0ogN2LCHj2XjhXde4tolwUEyeAW81t8O9vbIaccWTNHh3rJGrW9yjU+zZiuzqbqAIBujDWhW6Hgd3fr5IBHHocRv3W9ibwdrOc69odNwyU8EfhDbOweFI/vqWbDvT5KNYrEqfXYpCFentHcX+gGvboeHxtz4Bx0eWBzcnUIlUq8lygQ3YU64CrPrkNXYi0Ol6xbyMwNkJ2z/5JNa0XXx+p0L8UPsSlLkGA+oGqTQzyu32ALj1ElvlamWRCAgL+Q4e/+092a5Wlsrdluxq6dOEFddef1WTbZvB0nd2wMyybLCug5eAFzABG4OYtitFAeennpq30M+tQ2YVzQ/fp7g+8vRvGQ6Pc7YfKT56/ouW41nG9mPNFJzdWtxihnQ2FtCfWj2a9eYzv7zi7BcXyGEGGx8l9/BPnokyEZyjfrpUjvf2wPqxLtzb7xcs3lj2TwzHC8ZwAsT64CGSGRkdMVg4MC5C7fCh08+AdYNXTKHmh/H0P589Ga+VXt/5IG6mCUimh/LyoCU0nYubt3+8op/nFFcH+Lgi37nI4Ck2cHw0WNlROQVPp09gGSYCXVysQqh/HL4bPZGwLXJVFnffNczeCeuvGvI3d3HN6Kb3673rYnAvf3k9FjKiDX6LNyiEmLb2ihi2h/F8VxqRwctSGl4IVmZaF6TvdV6TOE1Yu5GBktlBsMIIYojFm8REWMf1Vveg3/fKXslj42HJDLS9Cn8RxbqTRgejpgdtAzd3mHedGkop86XIh7EGJRiEcVAqHl936fgDph1qtpQF7tEp0vfYsyXNWYU4mP3kuVYoXC7UQDzU6vkfa61/slorMrY/wHar1/WNiWMWa7Dyv+H4dgjuoInDJKUCzDmloxnjaXnqwrjbOyLW7eEHef1OsbKqpP7onN0zZSY8+olai5yusLMKORyRIDR9CcX+fIn59AWh0E02q5hdLqjPGZImHJx+2pP/8efIaqV4el2PEw+co/gvvxg4rIl7KZ5GFNsueUU1ohmBPruvF2yfPdICQyKUVwfk5g45P6V/vKZ+VLC8OyK9i5Xo5m8ts9cH+nKJWJi/c6x/doMcarIiV6pY6FrS90ilGKc7+vRnH2+QzAyWmz9koY1jXW7ozmbkRUY/9xuv61j8zGekdo8xnWP/xGOyYWpkgETCkoxc5mCVh3KuHsceEnAknu+MI7Z764XlC8f+fS06NSTKDOyViK136gnM36nlvnzlvbXeIYdG4xJHFRLZRrNape1Zvmop7hou//SS5kSZJ83as10S3T6lP3Zzradiehl5HmnA1uYOV0C2T9rPTbBzZ6BbCv1MlT6VZkBqI4PD0ITXOc0STjw412gLLqoSudnoOWm3miL19jr1fEPyTch4DIoB/O9ZhEMkdDKINUXUeo3JI8Fg8dat+LIWUVA6iztMDDBjopctCYMk/C0kzym3XOLfotCGwRhMrPQYH0vIDcFDCL9HWRIgqKQkQHqOZAZ3uqJ9tMCWGfV5TnXdUV4dsM8eYa432NWMzY+0mufskzcqt461WuoiMAv88+5e7C4yar7h+HYI7uBWhP+DZgvaZzp5QbClh7XDWi8Lyjdbnr3eqLu4P8YGDe3FgrJpcVc38Z4uz5R6GDpN9xaz3VPdnSJOrVbQBIv5a88OCZTEpEBOWEiB5hRLznrlIgEO8ke0VuzY6gnPYpYLtt9T/nqx6TUppyrpnp7QnJYczzJu/zvnscBVvof5uw6zOdLNV5Q3jvOf7rREp3PI5Q326blSlt5dq5IqiiElN89xJyvw5XTNvtZay8sl/Xvn2pSiLNh9d8XhkeHiDzuWf/Cc7sPH5LtCLfmiYP75De2TFe06vF8UOugGWCEK0+QVBkENg1U+pl6G/pdOjfVMA6+rFy2Hp2UMTEo9CNA0EGhaWL6yLF9o89j8tsYVgTLmT+z7WOc61Lgur2vM3YFiuwCrRaDEmRHtMBXeQdE/lCIvVqIXGOtxe3aNY2ydp4HcvoLDRcZiNdPMyKrEbXbeQvb7JnCirYudZ8SYyHDAmIGSCmMrNAhoMRGGkFC/O91rzhLbjsVGnObe/hwxv4pcp8cLymiw+LpEkgj3+Ldg+YrRLjcebpQiHxgvvXtQKUioLphQA6NQDxh7aiSmOLb/P3C4w/MMAVqdbzk/o68K8k2NnReY3iKNhU4bK9tzXfziIN95rP37Hyoc6Jwygy6vdWxT5CCM6VsPlcAQrEvdgzB4nx0Zj2mgAAaB3za44pR+VZH94mtkVtF/8Jj2bEZxc6R8fgM3myFa7O9t5zOMr90reU7z8WOu/0Q2ZCACi1dOsd1c8b4YlOkVwjGreUwKAsZjhph8MAQm7eDOBg/AmKH+we0dq58XWgv71WWMNEvvqC6PiIP9+2VMtjn7umf+y0vcouLkkx1m3+LmhRZpf3MJzinJ/3j0FpUZkii80O7PFmSX18hqqZZTnuPO1lo7YVZC11NdtRRbrQintYRtkjmHCj4Rio0KnBCE6+ZuaMeVWqDhteKF1NzRV1q1b3ROSKTpBRFHsRNml46stszfOLbfVQmpglLZKWKHglGzS8f8rVpF0mjMweYzjXuI0D6aU212SG/pliX55U6FSaP1kqubnvlbS1ZbFi8z9u9LzKaMyTmg7BjHuGWb/z+wXULlQFsN34tB2aDccr3W7J0ja9VDkEOjJXYL76rfbYe5D/gtxIJGzlqFTYKLD6Ssj5hqHj4PkEtHIpRVULq2U6FouygYh4xKv4aDN5lkNYf2Xy7gyU7LxMadbgKcZQbBm2LLYoCktravKBgt78k+ixTD3iqOjHoP98Rg5HkPkGWEc6yNHeqlLHDH4dlwDnd5TXY44k7XuGVJX2WUdw12UWCOqAA/1mSHJdn1Hrfb0f7oPU1xP1gWn93o3lotEDFDV57kHr/qML/yr4RnkTMR+XdE5Kci8sci8g+LyCMR+asi8gv//7k/V0Tkfycin4jIfyEiv/+b3OOekPs1rsLISkqtpbbTYjkvrvT3psHcHehLo/ju20uFNzzO7JyDN5eYz1/qxDWtlpftrG6Yo9aumF3C+nk7ZD76xSgi0bpxh4PeMwnghHHpRA6WiH4vGzS/t4xiVN5ZzQqzDvn6tQrzXDuHZF+9ibxrvZha29WVblo7K8i+eK3JSpkMfQGtG7pwgw8IS8Q7pWnJX1whpyccf/sZ0rQcf/y+WmvOcfUPPEZ6S/n8RjNNM4ObVWSvLiMO6ZZzyA3NaUG3ZKhT7RSmiCUDAuYL0QKPcUULhN6Y4eRAJ/RuVaio2Bew+bhidmMxtYdhfHuzGPREi3udfXKkenNQ3vNmr0HYQ4u0PXJsaU50I2Gt9gH066pflrjMkB96striMqHc2vhsaRei8D7cRFgH+CM2e/DVAfO9DDRDxt/Dgqlh9apj8aZj9nyDbPfYZUV3NqO7WCtXeDFHVkv1pMqCiEkHFkWaJOILJAUoJAQJnS8jEZgXEoo//aojFnYa4IqYSZh6zB56kSAUIz8783GVVgV2gD298I5xHzdkLaYlVF0o6EQCpaQ/B8EezgsCOQjI1NM1BilyzMl6zGTx4/MXjv+c01R23lySX++ZfX2H2R3Jn1+qR2RAdgeWP3kF764gyyhfb1j/4pblH71Cru98k2MX7zMKjKbK5IHjNxLcwF8C/gPn3I/RxsF/DPzLwH/onPsR8B/63wH+CeBH/t9fBP613/Ae4yPFvEOwYGqNBzcwxYj7HrvbD5QnX2t48cmlskpCVuL5aXxJcfEcjtohp+soXt1w9sua2TvH+S9qqmtHvvNBnbaJHTPCd0NAIy4Q/7foglndTFIWUWC7iScRsTrPhnGzMqbyOl/YiUdnuLal/vEHXP5OGYXByZc9xV1N+94p+esbdZFFyF/fKkcVvCUVvIQe1ku1fHxtB3er1vjm956qMN0fKV/vNPBaFczfdri7DfZsSXZolZZ4ea246mKmgdSrW+T5W6qreug3GaCRbrCgR3huxL79/x2UV8EqTAFwjwkbx+K1oy+hPhf27ws3P/R9/fb+1MyRNjk2LeSbmux253F+xW2l1uqScqzJjpZQ312O9+tE5NsGWxj6yrB4caS888HNOwgFs8I4I9TRD8JaH5wJPhQGOHlU70W5HGwumoyTG1zX089ybG7I9j7Iboxi1VmmzAavaCOUZwfsVKvlLZDTE3/fJBEsCNq20+L+abf0QLcLAjQWXso0qOg94wDdSChOBTHOE7jRMYgYsO6EqRGFe3xxE4zbJhQ+D3uk+0YK30xh5tejGbzzURA1cq1NtKrJ8zGrYwrPxnc2wDOuaXBfv0LudgrJHlXhdycz7JMzjcUF4fz8NfL5C9zdVstR1432BagTLx2STjzfbHX/WsEtIqfAPwr8635yGufcDfBPA/+GP+3fAP4H/ud/Gvg3nR7/GXAmIu//ypskoLyOKkSlszGUoAPS/2NtBDsIxvASkg7SIqLcyBevo6AMFDE3r8YNQUEF62KOPV2S7Vqe/H+ukdZS7qxu+IAHhwVmDObxI+TiETx9PHa9Erxe5jNkPlcruqo0sy0N/OX5wCMNyRNXN7EgleQZbl5x+MEjuHjE9Y+GgljVjWP55R5pe7JdqwlJmZ4f51Y8zhk2sr+XWjvJAgWWn96R1T3YHrPZ0X/wGLNvmL3eI0XB8cmMflEOQSvncEn9DFnM2H04o10GaMB/bgfrGwfVFUPd6+A8+RZl0nk8e1Q6MHxfWD3vWb2wZI1+t13r3+evXWyKoXizI9/D6nmP7OvoVcV1VuTYmdZeKbYd/YlPGW87Fd4imFrjFObuoPW6a0u2qVk976iuHMuXPbZ0dHM3FLoyg/BNyw+kvO0wvjSBx2UMNE6rJRicEcy7W02CMkLxZqPeQW6QWYVbzWnfO8XNSoXqgicFUfAFOEXyHHc4YM9WMTAZjA4p8vuC0xsYo4AiXmhmHhdP17wMge9Y7dMzlkRkMEBIBJQ/ogfsxx0t35Q7XpYjQR3HljyHprhvFQb0SmsE3fjnigJ9NtNzZjP1HANrxRfBkjyPTBcpS0KzBykLj7krGyY0gHF3W8oXN5g311oDpa7VKHQOPn6f7ne+ox6SSDQUU/Qgeht/h6yS7wNvgf+DiPwZ4G8A/zPgmXPupT/nFfDM//wh8FXy/a/9Zy+TzxCRv4ha5MxkGQc97h2H4nOp4IbE3XJjrZRAJkov6pUkv90N54Xgw9XN+PfoPjnc/oB5faXpp4cjxXFN+ctXGlBoWt0YoQrYrMI+WuOKTMtF+vGNsiMBOVnTP16TXW6QtgXJIrwA+M4Znfbtsw5ZLTXN/KtXijcvZjTP1vRzw+ZPPo7UtPwAF3+4I/vCwylVifNdhERENX7pLY8eYsCm65Si1GhZzXBPd6x1wRUXSFlSf/8J3SJj8dc+0SL3j86ormotMQBa48FZTcYBut/+kOa0YPvB4GbPrrTKXrdQKl51DbbQpKVuLmSN0t7yPbQnflOm5SCCleotd5zj6ndyqivH2SctNz8sMJfaq3P1vOHuB5Va237dFzvH4sUxlqNVFkwfYw7ZTt3fbKuMmegSZwZXFkhnsSdz6gstgJZvaqTvmX+9odhoudDZR0uacx1jbCadQkEyeRbCOTI8Fyi/u9fEpcCFP1wY1osZ0rTIfIZzjqyxauUfDjCvOLw3Yw4U270GnJ3D1r60Q+iY3gWqma/nIzIE1MP6CB3MU2rdQ2s6bTcWID78+orMiICPe6PKyAh+eZA5EZN1BmvduW4YY2gR5qmB0esOLJgEBnJ9G3H3yD0PCijQCatKvdP5EruaIbt9VASRkucG6zrMRfS8k0qG1EOOhXt7OeSjBLmUZbz6Rx+R/1PvePIvqFHqQi3wZJ6Dovk7DU7mwO8D/6Jz7q+LyF9igEV0kM45EfnmuzxwOOf+MvCXAU7NY/egAJ4+0PTvyefm7FQDBV+/HCCKAFk0iXUeXJxRpNwNQQhfFtLt9rDbI4s59Yen5NsF5vNXunAPx9H15fkbTViJVb1sDMQAMX09s1Y7zweBnWBabrtVfH5WIWcr+vM12ZvrqAjapyutff3qyJvfX2ld6RbWX/XkX3iqUV37bLFOF1vrq64FZRMWd1JyU3ygVeZztcC2O1xrMZ++wH74jO2HWq51/uEz5NVbcI7s3UYFxuNz5Zc3yofnbM3+vUqFpC18bQ5NdAmQQXkL6xcdXaX1hqU3VBvL8dRQbh3XK+8p+QDdqDMR+pk4OPnCasOCuSHfOZoz4e4HwuFZhS0c1bXQLaGvNDMyv/RBPOfup003rQrFTnFG17bezTZI39MvZr5JhdbIrr460F2syTY1+e1BIanDguZMGz5AwNoZQyTp/+HnBCoKQjuyaQyQ6Rwcv3uOyw22EPJdT3VZk7271YQOa5m/PJJtan0PRruaa1wkh/VS0+R9YFFEtNSotxZTdkmoIzJsjcF6TpNstEaMHXDy0IQg3bOTLMsQ3AzXdGkWZeBuZ0azGMMRsN8prTbz3Wxi44JgxWtAnUI0AzKOxQ58bU+DxQiymOMyQ3+xpn5UsdjXyM1drFiokOfgacd92zbDs3uPIj5rUBApM8Sqgly97Ln7vz/BbX6m4wiB2OkxJWpMjt9EcH8NfO2c++v+938HFdyvReR959xLD4W88X9/DnycfP8j/9k3H8HCCXh1gD1SjHsSxEuZJXGBvru6h3c7iNeTLFNCv7cy4mQHtw+Uqwy4vRbLsc8Ulli8LVh/kmRqRUqTRezwkoHoYsVF0/cqsPeHccDSX0MqLXYvWeb7Zp4iBw2Skue4xYzthxXF3iK9I2u1H6MGJbXDD6CLt9b6LIgPtG08wT/045sKrrqOcyXz+bCBXYfZHTj/Q7SK2VGtCzn6RqezmfbMCwkgniK2+nSLqVvEqhe1eOU4/cUeWywQJ5z/vKa8PHL8YEF9mjG7sTQrw/zKcnhktJ1YDd2KKNBA08F7z8BwuaNeC7MbTUuf3VqqjbB/YrA5ZLWweKXV/o6PRMut5p4i1gwBLfpe6Y6hcH+vQjsGcefaozRrNYhUznLakxxpWrplDoLWwd7WPP6jA6ads/1YFIC0RHZIWAxRGKfCPGDaAVrJPczjTzGtehLl5ZH20Yz6tKB6V5PdHgZM+VBjZxnifIXMEGT0QUrt/jQb4i6AGA+TpOs4WKFJdTwRGQvY1LoObJPeqvU7saDTrumj+E2yf3QMxlNxe/0fBuofPIh5h2YKsdKgLzQlXTe2jOM9ssHq9ucCWs9ovSR/dYMtHqvH+sET+Oz5QHYITJgw5qAo0mco8liL24VzglzzY3Fdx/Kv/hGrWTU0ZAjXTiEqD//8qgqBv1ZwO+deichXIvInnHM/A/488BP/758B/lX//7/nv/JXgH9BRP4t4M8Btwmk8k03GQvc0YtKgo8PHV4Au+ubYbJS6hMMOHmRLNaQdh7cEutwzVGDFKDCPs9xRUaxd5R3niYVlIgZfo7JN17DDu7kmOZ3j/CPtx56qy7bYkb/6GRoxyTK/e7nBeXGMn91AGt5+p+qjrz70xdUbw73Lci202qDdRsj9zrPZqQw4ph9wMdtd4MCsyhk5Fk20YLoe01P9oVwJBTqEdEs0s0O++wRYpWud/637xBryeoFi1eW6tUOckM3N9QnQl8K7VJol4b6XGuZx36eoQOOVWGu+LIG684+PVI+v4XMcP33PWb5qmH5dY8rDK//7JziYCm3cPaLnqyxSp/LMpyto8AhbOS1dvqhbrTJK2pJ2rMl2Ytj5MHnd3OKSy/QLOS3R7qzOebQkr/d4H48H5atz+a0hf6P97gjJdD6Z8yIQdSUsx6gE1s4DheGU/S586MPrBqDvTjV7N3La6pfvNbvOZ/mDp5iZnGbLXJ6QvudJ+SfvIjWYhB80fPyMNpIYASqXsKSGlmXeKE+WdMpi+OhdR8O9Y6HvSIBPZx44A6/b+0Ae4x+DuyTAO+kwcVEaANDPoXtde12PfZ4pNgd9HlDGQiIXkkU2l6+xM7yMHQJSo+pFR0SCrsOGjNcKzVQQ+DVSAy8ftPxm/K4/0Xg/yQiJfAp8M+i9sS/LSL/HPAF8Bf8uf8+8E8CnwB7f+6vPlLNlLgWseBNsMD9ua7zfNIpDhRcqgn7RBYLDe4Fy9QXsQl/dyFJRpSrmgp96Sxnf7yhPdMotTscRxb/kLrrX0I7cRd94o071iOFIqXWTJHlQpNenKNfzuhOK8wLrQMilWLVZnNklhuyV9e4kyXcbuBw5OT6jgcrsIW2bgmNKs5PCkOFLLTUGgrXKlQoByxYlguctSOeuiznA6RzPOq8Zob20ZxuLho8vNmy+b1niHWcfHbAVRk3P16j3daFpgCXQ7tUM/Ps0479RUZzKrhMTe7sKKy+DuMGm0H59Q0UOd3ZnNVXR4przY61J3PKmxnFRjntoamAy32Q2CccuaCYfSZp/2iF+eJ1fC6XZ+r1LHzNmMNRu/+IQFlQvdpoGvmhjsowa2D+1nG8UNx+9s6x+e7A2Y7Yr0M/81La9DIkHFkV9gEusRns33dsfrgCEXbvaeuys5c3HD+8oFusWP9BM/SGdFbjG/O5vrO9wnru9o58VnrqqiFwoQMv2jXNIDyzTAVX4rGO8OgEBgwCUabCMTVmAuYcvpfeJ7mWTA2Kh+7njaYU545KoQ/uS/J/SlwwEjFtF/ap6yOrw+33w3eS9zUN1sbfrdP+nCcruLqJePp0zPg5HCkZiF284jxmmeLtKWXxG47fSHA75/4A+LMP/OnPP3CuA/753+S6945JlDkeD1mp04SdYBGmi0MHpEEEL7MDDhdLSKbUm6m70jTwy68QYHbxaBD8QWEEaz0Jxrg+8RBEI+Mym6nASxJuZL3GHQ70H15gPGe4frager0f04NapayZvUImTgTjy3a6/SEGYSODBR/0IgRpEm5oekQF6WJNCkG03+fltfJLPWWJ+UyVi8/0QkJwpiN7+c7zdDO9sRikc5Qbx8nPNMW6vO2YvenJL7fY9QyXafZgsdNU/dkrS31iaFdCvrfYXBOfyg20C02gqW46Zs+3YMAuSrona7Yfz1l/scccOr1m24GF858ftUC+rxseixZBtI7EB7hd2yKXN2TzmVqrVYWrSn3/84Lu8Zz8tsZ4VoCE97c7qFITUX59kXPy2QGxjjd/dkl2dJx+euTwdE5zMkA+wCiV3xmHDTaJDen9jlBhMfC+rn43Y/7acfJFR3Wp1SzL65rNhyvmT0/JjzWODld3iGh8o/3Be2TbGvnypRoCby8HyzgN5oX1kQjjVGjEfIMosOx9wRTXf5LQk+DOoyMlBEzW5oj/nazdKNQDbTAGPhMYxifMRE84vK/UkDocB6ikT6iFPoAb8ezUEEvGFmVPUFRNi+yP2MNxLJNSrzyF5vz8pYW64vUTLnuCoj14fHsyJ8MRXIp+kkHlHzDVUqmA1voCbghmpIshcLcTLR4DInMtnxqK8oQAZeSRBzrUzR3u42eKfQWmS0ovMmYoRxuOTHvQufY2/h4sE3c4gGj2ob25ReYzFj+z2sw4pMx7HExaLdHpbu804FJVg1sbAm6JMosLLPMFrfo+bqYYKU9dsfNTuN0ieUb7/jlZSMX1gS7WS1yR6/z6YCa214p0tlehHZ7PGMrP3/L0VYlsdrCYUz6/QTY7TR5q16y/quirjJNP9rjMkG2OHL57Rrs0bN8vcLkm15x+2rH9QIV4se0w13e4szX5y2v2P37G8vmR7HKLXc2Ro3KXXWEov3w3CKWq1DUDMbPQ9TZWcpPgwR21lIEyBnS9mZsdLlsNUBjEMpx0yTpzDlfktCcFxa4DB4t3yj7J6nlMBBpgEOcDrhIFOOKG8rdhCfk8FZuBWzqOj4XTzyzF5U45/mhSUf1kRv34O8zeHTGfvfCeoMVWmTJm7GAJp/sh7IkoLL/J3c/z+zEm3URjIWYZhF5Ya+E76f2mSqBtRw2Cp+dGml/wVkNijfeUR7V+JkHCeP/gPQAcDiocF3OEPOZJxGS6MBd28FgDXzwqgxi47LUMa8JaGcmnMOchkzWFnJJrR368cwOmfm9GhuPbI7gTiARQzC28hBgwc+MobGJdj6zwh6CM8BJSq7oohvTeEKRJU9ZH47OYqw02TRpIFnuMrNskkhw0dqpEwjN5poe9udUFUDe4+mocIAqL53iEUL+38On2nsYnaYEaksUanicsiJQtYIa0ei2A73QejCG/8SUpL86HhIIix+yPuDz3cJGv04Lnu+ZZnHPXtnA4xMXH3QbEaKF/P87qF6/HgqDIqV7vOfzuGgQWr3tcJqz+6C357hG2NLhcsOcn9OsKsyhVyGXq7ZitYtB0PflXb5W2GTqKPz7TJBtvGYe11XzvCcWrW8RnCbr1UiGRusGWOdnVnT5b25NdbwZoLVw7UEJ9jMIVGfsnOdmZNi1efrXXpr5BHlkgLWsbMHxvWqU1SkZ11TP9uzOOdg3bDwtscU4/E5ql4fyPt8xet3Rr9RIIyrVpqX7xevASYQg6othtNGi8YJxytWNcJvVm4b5hlAr8b8q2TPnJU4EV7hNuu17pfgjwjREtlhWubZM4UqI87nnsQQ6kNOGw/0Uinz/cJ7Xww/ljCuQYjx4ppGApp5BIckQvJHgMk/PuBW9/zfHtENxppDmFLlLYQ0Tb3ketO3ad4s8TqqD4hJy02Hsk2GfZEN1Nx+EPKQdrzTUt7t3l8HmwyP2Cds4NvNJU4UxdJz+uSCtMnxM8O8zXTAlWgo9uR0y6KMHWyGKmcEYK+fjuP/F5p0ouLOSyUKxvt4e2o/2t9yk+fwMv30BZ0D09If/5BkymKfNNGxkoUhRJnRaL67XVlJydqjUjMjRmCO6rT/xxu4MGNINAyTKoazLnWLydU14euP7dE9Zf6b2Ku4b9RwsOFzNWuaH6+hZX5cy+9mM51ENad0jYsp6mVhRwt9N36Ol9OJ0r0/axHnsQNv2jFdnzd9TPFixeXUa3++733+fkb7zQZwjY6Fwz4+wsR3pH/aiiXQmygfOfaxp9c74ApxTI5pSYiq+LiLF1DYQ6K6MuRg5CByHTap3u/bNck68E+tmK089a5j/XgHVsdeaxbn33MvYGjRm8ulSBpsZTIuAe6oEY2RlwT0gN/Ro9li0y4NAjKzRhVqUegU9kibVJ3K9QFOFI95qeNP5cbzJ01woKKTw7jLMpA5U2y7SSaIRoBiMwGidhPryRKOkzTg2qyRxMjbp7MYJvOL4dgjscD2HcqTD22M/oCJMa3JcproRfIAklMFioNpDfJxFjwLMy6pj1hUtI/MFqCFZICs9Mo8kJrh2fITOROjStAhbpWaGXHsHN8laJtUNex/Wtvuz5TAODfYAturHADuNLj7rWYlmFYufZtsbtdpqccb7Sfou+56fb7ghlNDlqD0qZzzU9uG4Gi80Xl1I3sotJHPGdZRmyWig2D6oAQnZbb5l9cUN3saI+F04+s9Qfn5PvW8qbjmZV0s0zikVFdr0ZKjB6miOgArzvVUinhY+yTD2pphkUj4hew/N43bzE7BttqNHYkUV9eKQJMK7MMW+u41rt5wWms5i7A1VnOSkMy19c4aocl2U0JxmPftZSn2Q0axPx6li7xP88ap7s4ZJRg4UMTA0nn0J+sFz/CUM/0wtsPwKblVSvtdO7cU6TrkCDlYFWZu1gaARPMfwcBGzKR34grhQpr6lQ6fsowFOPN3qgJF5fuHZ6X9QDco3vxZondF3n4jtFhrrZU2x4NN7wjCnMCtEb0aB/OayXooz0SRHR/eArKUoazE/xf/CB3bGQTcsGTOcujjH5++j8RD5graIB9TcL72+F4HZwz/UYRWFhbH1Pj4T2M7Ia0t+D8AxWfcB4U5waIrTh9odvDpamn08nPsAxqXuVuHORdpXCOun1gvCbYvUpdphaSwFjDRZwXY8WdUwQSII+4RpSaEt7ezLHZUKWZWpBL2ZI5zTQGBZ5nmk2mAgUfl59SzalUjZI6IUYYIqyGBW3l1mJPVlolmVvIcAIzir8cjzi3lsrHbAwNKc51asN5thxfn3ENJ12JA9BV+di0f7YtKK3OOkVvknfV5h3pyU183cbhZsK5WUDar2LUL3e6hwAx4sZp581WpQqM2ppnyzo1hX5psZcb0CE7oMTLee6O4BZ0K9n0VpuV0IoGkXGqB5JSH3XcZJIckYdhEwtlNue7OgQa2LrNDI4XsDVnznj5NMDOSB3W0Jd+WhspBb1FPKYBgsnx0hIJhBkauHGe6RxFktMvCFZf5FNEvbalLWSrt0sixh7igOnY4l5E1NIZzpuvxZkNsM+WmMu7zxGbqHx8iZkmT40T3hHqe/HeLUxD87diDHihfR0b45yCsK9ALNawu5bLrgj+TyFFDxUcE9QJxbCPeJ6GkkOCzUI0fTFBUs2vWaKXaeaMRnTKEI9nfBwJG7ZSIkkQZ1RP7nULe37McY+tZSmFn0IkDTeakndNv/3KNCDy5ssyrBI23VJ+W6HnKxx765oHy2UiufTl7v3zzG1Vl0M9UmcT7iJLIIetb4zA6YE0w9WenjHtsfc+U5B+HhCoDPmgiwXFK82XFjoK0N10yKbPfbpKVL3yOWNCunZLNKmENEkioDzh7Toxis68ayeWQm3W8BqQPXOF96qG11r+6MPSmbw7trXknEsvrwb4JheYJ7Rns/oZhnlJy/V63jvCfunJeVdr0kg2wN52zErzhWfD0sm4WzHJJ1kIWr3eBfwsnFThqVj81HGo5+2FDtoVyrUs1qVwuFCOP2FQ15fMuVjR6X9gGUM3LfCpx7aA679yAJ3bmgDllx/BE+G76YQxXRNZ1nEsodEIX2HMdEmOZxf16P7TBXAFHLIMm3cXTc4ZzUAn+7/0IkrNcjSawRL3M9TCCKmsbd7CmY0nMEQnWZbRsaZyIC3f8PxrRDcoyAi6ANM8/ynAjzLlOWQCvvUvQkTHhZGEHLh+qlgTq3uIADS+07crXTcUy8hfp6+7CQKnQrpeH2/UWId7nQM6f2nbmpy31jrOFwzdVdDR/Bw3UwzRe35CW6WUz2/TUq/Woo3m5iE4JqG/Ms3KpQXc18UJ3k3zsXkiCFg5IVx2wxzUpYqyG/uiMkf6SGG5jsXFC9vKD9/iz1dKYukrpH+hMPHa5abHW63V1lWaADOrZfK1Q4udZbpRnc9eC68fXyCBjH3uLaPVpfbH3BG4jpyO1WaslxoRcWgFKpSu6HvDtjHa7qZNn8NnWhcbij2lupa4S23LGkfLeiWGdXbI+vnwvGiwHSKdacVAeNSSrDvqUUeX3MO1eWRxauMvjI0Z47qCvKjAwvZoUXWS+hnGrvoJ71ag1U9CaoFYyda52ENTyCNyLSaKoBUyGSTRgXpXvRrMxpOicB1ziFGYgZi3AshqN73yvia1lbx9xxBGun+m1rn/nnd3d1QwTAJ6LvESAsQa+ydmd4nWPqhQFSiCFPsO32+sO4DhVibIWfDPBgzZIEnhIOHjm+H4JaQvWhHQu0esP9Q5DgVnlMoZQIP3BPW4UVMNGq811SAh++Ga4fvp8GY9JzJmB60NPxLjNYiDAtyCr+k100XZHoEvDKJwOs1+/E1xNCfzrj54Zwn/+mdpuQnSRh0Pe57H2rh/ndXesuktnO0uOKG9Bl2vY0CQ+tZ+MV8stKi/6HIlS9QFFOtM0Nx6UvIdh1yOHiLyuCKjG5paD96TPFccIejD1RbraAYhHVRavLMduefV60+8+Y60gJjO67QouviXIXD1Q0hgSU0zI1jbFvE15Q2+4byxpBf7XQcRi3srF6w/2BOflrSnObs3tP0/Wev9jgR1l9YbC7K6bZgWqFbTjY3EDvhWGJHHMC3L4Pj0xnHRzqn5bUwv7Ssntd0sww5NHRPT5DOIuul1pYJlRDns6F3Y+KiR+ZSOoawHlPBnArfB2Iz6XoOXW6U35+s4RRGCWsx3fNtWJuD4B8ZBAHKCwlzYf2lezDgw2Gck+cIlfhGmZCJzAkB0TTgn9KSo6LLc02+2R+Ge4V5IFzaQyUhG3JWDcQIX5cFGLV9U4bZNzDbkuPbIbhh5Ebdw7uSINMIUgl/88eI+zgJUMZz08+nVsEUK5+6f+liTXFoGJHnwznxsxAYTeCa0fVCAC1AKFOLYfosUwWV4JRxLsLiTucjjCHLwAjF8ysebxbaR9JvMslz5FBjL05pHs+p/ubLaEG7fbA8ksWZBlCT4NeIH+znXU7XasnaAN/4prQozMLb68Ha84IX48je3mI+nNOuC4XFrdO0+qaF6ztl+TSNWsrzCntxgvn8pf4eusTs/AYzGpQMTZepk4ClaxTy6S2Rm+7fl+utwiA3G/K6gc3OKwEHt1uy+oyb3yoQa+jmygBZP+/ILjfkpzPmr/bUF3NufifHHIXlc59VaRy2YkwPtBK72LvA80Y7CL39vQKXK3SSHYTqtqd4s6XcHnDHmvxuq8lSIdjonAZhk/UT18bUWg6WbdKzUqsAegE0wbDvHQkX26WwS2p4hSPTpsMxECkCVaVZnwlUkkJ9Whdn4nkHw8BX+uNwHD9fuG8Q6FOoEQbKbtvqMwYDJhyiMJ7MZgqn3d6pV3A4Rg8lGpkBxw/PXBQIPkfEVxvFGGS11EDo3WaQJR4quqcUHzi+PYLbHyNBhwq/KABTIZZaAGHS0heUWuZTy3kqCFPFENzB6bnhmonAjTWGv0GoRkGeupxTaCacM8XVk+d6ECsP1wnPllpDUygmfB7GHpJxbm6RzXackHG6ht5ibrbMrjfYCU6pbrCHdX70XXj+xsMUg7IJwjwsaskM3dNTDh/MWf/1L30w2j9TVSnNsO+JrbJ88Ef/ZdD1rP7a5zqfldZB5u0VUhTYDy7ga1+n4/oWZk+4/L01T9/egtXMtmhpu0Qxi8DTR5rQtNniHp2qsNvsBs9CxPcMDVCBzrMcvKLzXWJ03cHiraWbCYs3lvKuo7w84A5HZp9f4oqcu99fA1DcwcnnDYenKrEPy/De/SSHFHmHJlDZIPigOXMRaumWjnd/quDj54UGbSFm6IrPriXAZUkN8ph05JV4VLDBgEj3S5/sj1QRB4EcBPRk/Yd7pBDJaB36NXCPBhiOcM+pkZLGhNJrxUxKGQRhum/gYWMsue40+SVNtnHHWru0FzmyXOL6zSSRSO99jxiQxqeaIacjeIVDCVkboZx7yumB49sjuKeaP8GkRkciMEfCO8W6U7xrapn6a4yOByYrvMTRSw7W6gTCuTfGKTyTatB08TykVdNxpNDKJOr84Mv1LtwoUh0EkBloVBJKVgKxX2HQ+Fc3CaY/CZAE6ldgjBy1/KkGKNHg5m43KILgMrcd+VdvWb/W5J0Y0EyFKRCTeoxoAavQkWReKZYcMiDLQlkj1ilFz1MTaVp4e83T/7j2vRj9tRLB4nqLlAqt2JM5dBYzKzl855Tds5yLv/bGC28/36HmdEjfbtvkXThl28wqrn5nxupFTzcT1j+7pjudY2e55s/MSu5+95zjYyE7wOq5pTnLwcHypeP4BO0vCZpVaX19EysqpHMV1qG6oITSr1aF991vn5B/vGL+9U4Th3qLPV2qgvNZsNN4x7DehFGNjwAjpFUCU4MiNQrSzybBtAAnTOM1oZHvgBubQYkH79WvnbhHpkZPMO4SpeF8eeE4plSZPGSsJfsobcQwyjqenuvHJh6fpu8T6GWAgEakifQ+PtlL1ivc8Tjqbi++gxFhfU1lyuT49gju6csPkzz93NrRpEyZJSOhnnxn9HOK26X3CpZwuMf0uzDmh05ezAhLS4MRqdBN6UrpYkqVzfRIN8/UMg+wgrci71k56dxMFUUayEnxuyDwSGAR64a6w1mmcMOL12Mq5243bEL/eUi8sHebYUwQkyAEn9Y8KrfrcfLASAkwjK9NMYxZsLmBJ2ea3VjXYH2lSPG9C8lQ6emvledIWWK3O7Kv3tB/9ASXG47n2vy3P1uQBbw7S8bqv5vWkZGyjO9j+brH5XDzI8Px0YV2k39+RIqCy99/xPYjQ+a/enwkHB8ZFq8cWePQfpqW2OFeUOtbvBUXhLn1n3uTW3ptnOyMoz414Jasbne4uy2m6yAkSoUqekh8JykcMqLyQZy3e1gyjBkoQYgHQeNhlrQQ1FRYOhhKyspEkUwFa4LDS1g7qTGSnqsXHC6VFqJLjbvp3g/QRoD4wrnTNPzogfTY2zt91sU8GpLp80hK6fXjjnAQ+MD6BDYKMImf/3vzMTm+FYI7BkgSC3skgB/CnyHCKWlU+V4Vs3BMrdaHsPJEkN7jkIfvPYCbu74fZUvFrEfDOBIN4/ul15paFtMjWAYpbh6uM8HjRv8/oMBcWEjpef1Q2H44f5iL9EitilRRxC7gU68nPN/0Gg94QM45zHKhGzoISeeipeu2gNXORjhH8fqW9tkpZjED3+lIVitln5TlIFiiQgkBJ+2snb27g67n/G92FIdHZFfbYZA+GBat1WAl5rmWTnVOueyziuqmZfdehWmhPofFa7TlWWYo9g7ptOOPaYXN96DYaDGs5qzAxS7rbhDYDhAU63b4jj4+Xd5zuPOt8OiPe05+eqNC5/outt5y+wMU7SC0JzDWwC12995vFLrB0EghkVTZWxuZHum6uLfvEqGn69gO3ts3QRdpkC8lEaTr/lfsrbhHUkZYeu0gD1IZ4t9t6CdrPO4eSkxEplsQ1KulcsJv74a/hRyDsC9T2qCPxbDZDkZIOrYI/7hRHOmh41shuCOeFDRw4q6krv6DVmc4Emxq+vk94RYOl9b2nVji/UD4l+m90nHBPQEf8EOZLswUzgljS743ov2luLu/16gB6wM4+L3AbrrJwrnWIt/9UDf53eaexR+EuTApPpQqUSNaTjONOQSrK8vu1wefutfTY0Ivc8fjgCtnmXKw7xgKXPWe79730HX0339MfkucO6XC9QrdHA5D0X30GvbJGfLaqmsdLL53V6z+yz6yWrAODv2AY/ZjeEz5v6oQZFYhraW66fjoP2pp1wWzl1v69QyzP9JVQnPqyGph9aLn9DPH7r2M4vUd7fqRCmcTJh9iaTgDThziPGSCNoqS0L3ewfL5Qamcx3rolxjm1D+3Wtpj5Zh6Q+n7H/2cBvNSoakXGTzLMCfTtZYYBVGIpUbDFBJIjamJoeacLyI3hRKn3w9HIpjvGRGpBTyNEXloTazF1jWmyOHZBWaz992r6jgf7uoGOVljTk8GK1w0niCgLJKi1HKxiVfidvuRrBnBUX4Mv65mybdCcEPiqgT3NLwo/WUslFKLL2DRPIA1T92pB6CCe3UWvPBPs57u0RLDgkiCOCEZIdRGSSGI8Azf6PoEpRPOTb2DNDAUnmNqRaTW1NSVDeeFa2aZdrtPAiUhqh5qhLv0XuH/ZByjZIt0fmHoPhLGngZ7w9z5jRuKaUUX2gfGAmaum9Zq/RTwgnvyLL1l9pPnuLO1Cvss8wwRp4opBDnFqJVc5LCvtfjU3U6bKFzdgslidx8deyLsrB0wyFB1MMXmjzWm6anedZh9Q/Gipvn4MduPKs7frLn+HaE9syCGxz/pqF5uWP7CIm1HdrTk+5z2pFcB7Q+tIBgaJqPWt7hY70QEmnPL5rsLVkb7ZcrzN4qzJL0XYyA51N8OmPbUEAq/p8G0h2C7KWzy0N+tHQv9FB5sW+X0gxoIKd0vfD81ZFJK3lQp+HPjXvWMjFGiWTh/OswppBgU0dGXmvAYt2tazLGhvzhFTlfI89fjOtq+Ns+oqqBJPFAZOOGx7OxDxmhKqPAe4q8S3b8+fPl36wjCINHK6jbYBxfQPSGdWm1T93wKQYRzogX5gFuW3Cf88x8M7mNyjXjONAjyUHR7ev/wPOHa6bjS76cLN2yw8Hs456H7BSvGL5bY0caP4yHtHl1eY3RRTSCYb4wBPGQRTXDGEYXQf2dIBPE/h0JZgXcNupkWc3h8Tijr6bpON9vVLbHE7FybXuAVUTzyDLvULjXHj06i0HZdp9mg261aqeE7RgYcWwYl5EbQiwqB7Pk7sje36snsDmTbhnYpvP7Hn9FX4DLH/I0w++wSOy+Q/ZH2g3O6Zcb6M1RAowI7bXSsDRb0n84fYLSTvfTC6usjxcsb7WAflFoQXMHlngSA41p9yOKOLJlveK8TyGVkHIT3PC3RGoR5sDCDR+bcfWvzoZ/DddNAZ7LGI/PMv6u0AFz03NOx+muOuNypPHFO2SOlbzxxdU327hbpe/WuPESo5aA73U8hUWgytwF2SZONYpctf56IjBIOJdMEuQcA0+F1/Iq//d0/HnLLQR9uGmgIAj4IukTDxkpoYaE4pxzNNMspvWe43kMWhkk4q6kFmVoGE6s7uF7RAk6FcnLd0f1h+G7bxsXo2m5Y3AG+Cc/QtsNzTgVkuMdDeLkONv4YBWkoVBXGNbW4k/cRv1tMyu+m85OM48GO3qPhDJjr9B7R0vbF6u1yph16gqXT6eaJmPx2jzsctCEsRAvUbXd0ZzMQYfbFDbLRzvSyXAxKIigHX81w9GzgLXrvqMowRmct/cWpjtUI2dUdi7c9xc6xfC7MXuVc/O0jbrMju97hFjOa0wLpHYu3FhL4Q6/NSFiLk8EiF8BpY+Kr35nTPTnRGimhzoazI+Xo+ocz+VLjR9L9xEQwB+NitOcktvXSP47huFHM6ZvWYDg/jfeENZsacuFvYT8leyrufwYIaAQfNgl8NDHg7kE76bU948m1Ha5p6d+8xX35ArvdDcHI+SwyRUbXTy1pvxckvU+hCiYGMf1YUi/h7xmoZLRRH7JQ043/0EOlwmT6N1/Ja2Q1p3j2FGsOC6HthjoE6XhSKCOcn8IufiHGqHqqLCYu6HQDpdfVAN7Yu0jhoRG8Mg0mTY+gmEZ43gPu8DRQ8sC4gAH7tW58vXCv8J0wlyn0MznuceGZeFRto0GirtNmDC/fjfivo7oZ+VCvPFWWUpX0719QvLqFsqBfVeSNtibrzxZk++PQwsq7u6M6K+k8ZAlTxRe2wjmyl+9gMY8p9DYXqltLXwnrryzlT77W699ttHmFg6y2HB7nuKIfzKgwFcnvLqndjQk/Cte/6yg3S073rTaDCM0FQtXGMOYAT02giejGJ8IvBGPF5Pfog7Go2JRWOLy4sTUcPk9gxVFgMcW8w/pN10hS/ndcViEYeAn0M92TDx1p3CjFyJM1LCJDf9pQQC14Gou5znGeawmItLbQ/6+9b4uRJLmuOzezHl3Vj+memd3h7IO7y9VCNiHYFE3YJOQPwRJlUTBEf+hDhAEtbAL8sABLhgGDhD8E/9mAYVkCDEL0UzYM2pBMWwRhmJDX+jAMmBYlC9SSy+Xu7IM7r53pnumeflZVZoY/Im7kiZtRPTMkl909qAs0uiozK+N148a5J25E8PwCf9f8aBphK4jjTTO+P6pERH5URP6E/u6JyK+KyHkR+X0ReS383wjPi4j8poi8LiLfEJEP3y+NOOqQ+x4Ly67YPJ7YIk0W5Sf1fXQ9ChsXNWzEt8fnGQFYmkXvqTCCZ3Rt3L+IGPg9jHx0kCGFll4vRbGMjo6jabT+KHwp5sXUWUcYjfD7w8Gm2XbR3wAtogHRMGHwiUZYDSbNKzjn/DmB4SRwjlNPoiWC8XYHB21n0j3BXQMMB5idX4IcTTG7sIzDyyN/qs/hBM2gBDbW2nxXRJdoHoB2l0XluHU+QHfiOzryZ1v2e3D7h1j7000sf2cL61eO0N+t/MZVAGQ0wux953Dnz/ax+eeG2H1GfE9kOsQKe/mNALWgdyAoj/zgjl7hd11sHBBOc2l/IK1uBDcc8PqeRXbK73N8ddOGuM7bRdD/lgyUpShYz7U/KfVUlvFUIsB7clIWYWk46U0HQFCf4ugTO7+l97Xf2HmiuoaMxyiWx9DVtXzavfZ7kUCfnVtt+5JSasEbE12DwCBI0w7zOvEw4HCPDweOiH5+Ld/fcDvnXnXOfcg59yEAfwH+AOD/AuCzAF5yzr0A4KXwHQA+AeCF8PcZAJ+/XxoA8sZijhsRXSn9zMjWUiGMrPV7Dj2idQWtmx9HaZ28se6h5oddMv2c4+J5MArptwi29TJ0oq4zycN8IpCmy+lZDlx/ox6BrhA0/GV8p+Wr2eCHDhrdcO4MVLYkf5pH/eOOaNtfXe3xCLiw3h5GPJn6rWsJ8UUDZNpe689NZ3A79zB8+R2gqlAeTLHyzdt+oc3BAQZXbsKNBpCNc928AmFrWo7VpYEG8AauP/DUyc4u3N6+N447u8Ddexhc8ZOr9cU1z2+WBWYrHkzsPtfg8EmKwonGm+pPm0XBpvgIlSf+V4UP/M49lDMHVE0bMkl/yVyEcrOkU8l98mKiTlpaULN0DFDKeaPxnuqJ9XSbpl241YRBUWlCfrflohVcab/UwYH1gQFX04Q94Mn7VKDQeI9Nlpehp+7YsjXbOz7UdHcfze2t9l4AU7o1AooQBRaCFWRpKW4gJasrfnCvKj84LQ3DvAS1yQ94cvKnAFxxzr0N4JMAfjtc/20Afz18/iSAf+e8/B8A6yJy+di3hopjvgpAMqMs1ijkJkWswWbuC8ij+YYW9FhR9MDUxzwXjPKXcG3Mo/GgoNd1MoIHI+pUHcXUsvKEJRtxTZOVV5+bx5vpM3yfO7SpkwRJ8DPcsTQ9pRYsnaKdiT0JTpM8GLl7r0V/dZ0a7ePKpF6Tdoowq19e2/Rhf0d+/203m2F6cQy3PPJpBp5aJ4ki4tMtYPstwyhlATkXDLKeaTmZ+nyFQx7cZIrRKzdQ7E/gzq1g+tR57F/uYXjXoZgKYuy22iTJlMkBGl0CAFIDReXQjHo4uFjg8OlVyNqqP0cxTKzNRbrclkxhsYvPumupQSA/X2RBj74LSAb2hO9lcKHPWv0KSDXxnBXUqbHP6bc+ZylS7s+hX4n4zcvc/oFfmbuy0uYl9OXo6VWVX1AWAIM7mnj6A8Eb1v3d+z1vlAvxHt2FdcgoHPSt28f2epDRKHjRkiDz4xD3w3Lcvwjgi+HzJefcjfD5JoBL4fOTAN6h31wN127QNYjIZ+AROZYw7vLI9n9Qss5Sd0bQtuMzqmAlY2TOSplrfFWuWXA/2cizEVYpim7cd1voNhifByKLPJQCIJTQSccab/29XtcymkGvE+pn88dp6OCjdWTbKPKMRfdZrivmEpPk0iXGAFKjXFUeXUsmbMzQUEqloHHtAiNTVr+PR0t7eBpFIOMxhm/f8eGAhYQj2grPY9c1UILmEpr4Do1+wdqy3yvcNR5N7R+GfZ0LYH3Np793AFeWmD02xt6TA+y8APT2xZ/onlQKfXYACheQdlp/1djh3vv7GG8WcIVgsONPkEG/743MwWHiHbQUXJFHc02T1nEOUTdN3PnPt1UAVnR+Jc8rsLerbcw0GLhfMp1j27iu41LzRNd4ADD5bOvQUIVUtgSwhc8yHPhyTqbJMWfJO5uwq+WgH0OW414wZQEM+n7nyLCVMaTwh1uI+F0qt3cijy6rK34BVthci9ePHIe4H9hwi8gAwM8D+Jy955xzIjmYMF+cc18A8AUAOFdedNZ4JSO5VjTzxtpw1iiwIc69i9MJrqMw0tB36HuKoj1/zky8JO5ebgKTjS69N8an328yRdPXdDjvFsnb9ynq1oknq+z6DNex5ldHfaFJPy4b12XwFhxf03exF2EHDDUC0p7V10Fx+n5FwLOqzQ9zgsFFTWgMHQRN/caN+mMsbu1d4r19NFUVOq6DcxQtoLSDbjAUzkREWUDQ90a71wNmMzRrYxRHE7jG7zjYjAaYnh9h6Y3Kn3EJ4GijwPI14PwrE+w9McCtn9C6kxZ5J0Zb7yP6yG7Q4O6PFdjdL/H412v0377tF4foPjShfju6I2YimHQirpWw+92ofmhdGCPrzO6DSb/QtoYRzRtTHKyjut829XPHA4KN9rFbuapoP9b3WC9YfxO8K388nz/GT5aXIX208dlkV4QHmZB/V9fAUQMUwYi7xk+qAx6hlyVk/6ANXQSAWQWZAc1kGkIKPU2iYbHz5GGokk8A+GPn3Lvh+7tKgYT/YZUErgF4mn73VLg2X8Io3HHBgXaTGr5HxiDycPwHpMpq3MOsoVNUFhrInt5haRxnjbK6TYTCefewuS495yd874TOBRTeMeJaL03TWY6bvJ86X0I7WSMeOqQa0E6ec64ol5knWpkqmVPurGIGWiVBQzQ4R6+HRD0qZ3VE07d8akHPN84jbBdoFediqCHHP6ub7iYTb6QBoG58KKEeczer/CKYkGc3m0FubKKYNXDDAXBrC8O37+DCtybo7zn0dybY+NY9LN3seaMNQLd1BYf+xTrjQgPNoMFsxeHwYoHq6YvpHIPKPO+P69/OubBB0rawfdBXfDctBks8OU7pdgYTbif93lB62v4cvMD0BeuJpQctsLJ54f+NA3QjqPEI7tIFyMo46nPH22886ka/3wIYKq+b+jkH0d80Tbt98nDgF4rNZmjubvvn4knw9185+TCG+1NoaRIA+DKAF8PnFwH8Hl3/pRBd8lEAO0SpzJW4KMC4JfFUZW40QmSsfIlxszPaOUNuGrMNhSrSRrLon3lxw9Em7lx4PlIjrPys5Bl6KBkEkE4GxXJaTyMX+aF51gFJByXrEhPaSWirHH/NqEXbzA5kzI/yc+qyh3qJGxKFzsl7aSSDKS9g0E4SJ9PSwUHKNu5fer22TfVz42LUQjTeFEXiT4SXOEmn4W8RWa6veVRaVXB3d7zxPjz0Zb14HnsfecZzmQBQ1xi88a5H23UNt7uPpSu34Qrg2k+u4fCJZYyvOyQTkPH0BP07hu0sHe49D0wuDNE88Rji0n42spEm6Z7Wrm2r9RW9HkKusS1YB8K7o7FRHZvNWl1gndWDCbgPsw6FutL8tI1BlCF7vGpMNeqEdZU9cypjZxBhYYpifx9uMkWxebcti/a5svRpRv1tUiQeIkqiF3N4hGZvv62Dxj/f7O75hTt66EfMJ0WcHJPfBzLcIrIM4OMAvkSX/xGAj4vIawB+OnwHgP8G4A0ArwP4FwD+9gMk0DW6xohHg2gnHMjIJIt0dATPPBcNJs+6Z5CuY8TARsui9jkujVZ+buIxGRQYlVN5I/drUHmSzxxqskZdhZG2hiCxwdff20nismxd0RwHqr9h463fVQxdlUzgkuJr57EDIO8ZrlEknoOsO/Xj36WrHqWlW+ieGuM4gDjPRUIk7EPi0ncp4l9ZRnVh2Q8O41FrKAG/pL4QHG2UqJ+8GELc/BFpcA64dNFTMZMpxrdriAOGWxP0joD2/ElC2/pZs6KGPHzWPUxEgzHGfT/RtbQUjZeEA5t9M7W6GNGhelkMKkKbxq0blD4L/Lk1NAk48o2XghRtT3p3fM4a8JBOjFRqX5C2L1N71igzcCMPOHkH06Kaj9qHeTodZA8O0YRtcWP5msZTZEvDtB8qfbc0bFmAYGNaT4BAG8izSTxuAiSYLw/EcTvn9gFcMNe24KNM7LMOwC8/yHtZeMJD97pNRA2BjqZqoAgViP9gMxT/R6NAnJRYg65S+EnGJKSK7vkXpSg4MTZMF/DzOZctpN+Z9GGDT88ledAyGk4x1pnWVQaF5BZidPhJrhvuoEyPAO3kJRsFjiIowgGotp4JWYgiPnY5qT670SxpW8cJMN3Rb1DATSpI2B41Pi8FXG1OOdFORpOPth6k30Ozuozetj9Nxz12HnLztt+7ezj05bizg9Wrq2iGPb9vlK7YvbeLyYeeQ3lQoZhWGN04QDVaQbk/xcq1Hrb2B6hXapT7BVwPaIYNsmEFyn8DYe+SAkubgvKowc7zI6zXj6M4nAFv+MU+Mh7D7e62xkLb2tH5kracQRdcTm/IA5WyAKTwO2Fyu3C7GgOanLFoDHgymarvMxx24nnqaTFACz4CZRjtiA64pdm/RMEJDzZARLwd6rZp4n4ize5eMv+hA1uxPAbGI7jpVtsnda7FuXapuxpyPXmHGQYGEsfIw1Al760oEsghNZ4IyEWQgBrUolsyFCK04IUMZRRrVIAuCmcjSeFLGrNpHk7zxDy8aZjoptV1N1/GPU3QKt/n64qM5g1koT48NztLOX31PhitMLeodaV1YFxcprWS/bxzHD0QJ5CyUSPHiD34lrlBP1dBiDrZ97ndD8KFtpPxmKrIJXMremYgABR37/kj1iZTyO07Pu+TSYjRLYHGYfjWFnq37gHnz3mdG/rtZZe+eRX9q1sojvyRZmvf3kZxZxfDt+/g3OtAcVRgsFNgsF14C8tV4NAabf0sAAqHwY6D1A5HFwRHF5dQbO5Evt4dHIRNu9owxiQOnYyZGrpO7LRF1PG/657kDrTP68QgtaVSYglvrR6njYAR8cayKLyR1q0gtH3YM8zRn9SXOutArIca9Fj3FukAIdbz8O7Y7zSPs5k/QV4HDDLaANFF8+orZi8MNt0no5yeJe+M9riDs+TcLSuMcDMoOo5+xvBHBM5pcn5iFlKeLf4mNwjoO9jAqLKaMkS00Tg4UOOakTvLv89D5VwOHd01fefSWXrOT2OiALTMPEAw78h5ZeqmaRdV+D1NXDdv7LJayehCghZt2XnwBxAPT7CeUegSasxdVfk9wMPSeplMUiRa13DhvW6X9uuuC0B58MkEmAbOt6ohVQ03Xmo77bNPoukVKG/eRbPUg/SXIdPKR6JcWsfaWzNU4wHqAVBOgcljEo20KzO63iAa8pUbFQbXtrH8vscxXS3i6TUA/ASZtmdF7cNeq9aNjb7guQvTpzpzLlZybWNF+8VsluhTsoKQQFfHSGsapLcAPGXBICKnY5y3eTpoOXcGiUwNhv7vDo+SaCdL80aKj+tijhecRGpl5PQgbjaSGTog4ZuBLk/E0jRdRaHvWeqjMVu8zjMknB5NpiXpMGfN18PIHREDu2na4IFPPdYbYEOrismGXJ9RRMLeCHdWy/MxtaKiadhOqNdyedLHmJ/PbB4VvRT1EGazNI8Zaqa7d3FAZ/0QwkYdxC5bTzbx4U5Z+1NNXN34w2brVhfiHIBLI58SDlY9wrDYptlYwez9F/3RaOtrwPl1yCRE/fR7mFwcYe+5VX9OZFmiWhmgqByGdx36+8Dy9QYyaw231NIicHWyGn/6TTEV9HdnkL0DbPzvqzj32h6gC4DY+2Tel3llvW/7kc5/aHsYsDHXnWd6zA7k3Gb6LKdPBlvbMlk7wbrCNIamYWkWO++hhpbLwnNg9t1sR1iXtf5Y/1UvQ+hwYrvIGCfL7SmPXJ9zFwSSnA7DrZ2AjTdHR2QMmSpmtpCWa8sZ4RxSZYNreWN2uayrD0RliK4WiKMmri5GmNhIhZjdYxykDFURDZDl7xgRqCLZga/j+jbdDsGol6kTfYYNoCo6GzeQNxFomVjPVZVPxyISa6wzRsPNqq57C+oQVE+e+jA6ou+hdtTfi4if5Av65ttQB6qw33UIJUNZQKoGMqvR9As0q0uYPLUO2d5F8dYNoGnQ9AuMrx1413p9FeXBDMOrO1h/7RCrVysMtyuUh6mxlpmgmBTeYCdbwALFtPaLPqZTFG+/66MYLPixLjp7jmTILEDq7MpJdattm+isBSS5tFVXLHAIecjSCWzkNT/8juPmj6w9Ye9X82P7Bht3q5fcd/h9ds6koHkZWyd6TUFbAG7H9n8u0gM99V4Lc15awXEmNlPggs7Ms5VmjSoZr04EQuCm7HuisqoBJMMSUWIOQWgn18HEUj5FG7kiZRFD0hJFyZUJaNPk0Zo5e65LoOv+Mbrisqkw0uDfa5pmII2KbL0UfZ4MbhKxwGlyZ7Qdiw1AiJON+eQJZfrPG/X4R8kttXmDb4OOYSuKsLlROxnmXNg3gweMEP8dw8H0bzoDbtxG77u30Ns5QtMvcXCpj+bxDa87VY3xW/dQvnHd5206Q29zFzKZore5h/Hb+xhuHuKxP24wvFOimApk6tH10q0CUqmBC0hcgIMn/TJq6fXapdd28k3L6DKT6LTfehJ9E+owoStYv3JUptICrEuGWknaXwGBPs/ep9KaypXr/fBORsydlciq73aAt0g5h8ytztt3zRsgVGjwk9AuvL4jAT7qMfIc2f3ej9PEcQNdd00VzE5CaSVaw5GhUtLXSbpsno1GjiKweVGxRtZSFFZsByLFaRG44d5tOWx+9B1mQIsDoDWIBkU57gi23nhiUgdRvdenmfFc2fQeIyh9p9axTizxcznJIS8uG99nKoRRDht524nV6BpOktFbMtibdsOsjtSMelGaLzebAZt30d9fwvl3Nv1p8BtrwOY25LvXPQ+tdXl45CNudvdQ1DVw8Tx6R8sYbgFNKSgqQTNwWLnqMFsV1EuAP9YMKA/FhwMWYeGUFJAS0AMTnNYHe0J2ULaTbuH0Gsc6EMqZGK+6bq/xIKztS20RB29Lj8S2qINnMwiDhQCODL7VU/XcQrtkI6JYj8P9zqDFdAhTJ5w/zoOK/pYHgVBO4XeH90RPLecJ6b1ez28+FbzH47D36UDc2rnVEHOja+djJKWB7NZ1Z+GRlEa4jmFkdM9i3SE7UjNitQ3O78hxfHoPRKeUurSbGrwxqxdZedVos2KqEWK0b/MelCShT9hw5QYeg9CFFd0Oqvq8dUf1ea07Nqpanhyy499ayscOMCpl6RFzUSBZkMI6pvWvCJPa0lWVj2LgumV6oCzaRT4xexkdPDxCs+UjUFDVmD2+0oaEhWPE5ODIpzUJZ2g2DvX5FWw/30N/32FwT7C0BYyvC0abFcqpYHCvQHHkt3Tt7wqW39zxe3wfHoUMFl290f/ssTU0cOk9C2hCnSQT4tbYz6MgyCvroHV+NniOcRl408RBkLeelUE/QfW8uApFiDyZxw2rzulgxTaBvVarY3bAP46WZWna1c6d7XMtktcBUENWycuZJ6cDcasyqBGZN2oCrRLp9dwoqx3NjPrtK1wbCWKMWnyeFYufUaWbZ1BZ6a2XAHTpE54UsYazyBxfxHnU31skbBGUNeKKVrTT5oxODuEoylIjToNPRHZaRjsBZL0bKxbNah2rcbH0CL9b6zN8j3tOANAzLRPDlBMy5IwiY0w6D7RSAK4Bb+LPy511dSZKf26hDAdwa8toegWaC2uQAx8Hjsk08PwBrdc1MFpCuXOIje8sYbh5hL1nl1FOGoyvH6I4mGL10nks36wwWS+x90SB5RsN5HAS3iM+X1LE08pt3XRQMfUhEfFta+ZNoqvPdW8G1rj2Qr25zJxEXLnJfYsoPfY4OyGJga7i9GyeoiEvMxuSKdoPVJijetBNzHSPlqjPbGd4ENc6YtsUPvNgLkHvkj2WuG8AMdRUROI+8rGuMF9Oh+HOSY6+AFqDbHlQbkR2Q/TQUh5hEVwzHvktRcBGdJ4XEL7HDYvYKLAhtgMDo2XjjmbTsp6DrQ8uu75X/1sem+vHUgT2Oe6cepipHViLIu2MzDuzYQBSegUtf6zKnY2Rt3wfG/FcHTVNEhWSTc8OElRmZ8qeUAHhvvAiHSBJSyOD2rR9pMn08UuoxiWaJ1Yxvr0Nd3jokXghQO3je2U8gju32k5klwXWXt3B4RN+i1E5nODiH96BbG1jtLqM/v5FDLcmYSdCWqWp9dQ0qQHgumNjEv4n9JnWCQ9IVAfxftTVprP1gKUiYt1bz1Hfxf3KAgtF2ZJulZCjHLhMuf6sk9MMOJgGivVl6RA12IamSUKZOf+aL/UIwolasT57YetWGiw5/6efKgG6dIMxJnEUV2Og33MuOSMsRqDsIjNSsxNmbITZuGoeDUViJ3SSd/E79V2aJ9Nx4js5z8e5firzXFVNk9+heWma7kEK2plzhtx2OE0vILUkv5ye1jnz3Ooe0knbnVWRTJ0wUjaIJclrQx2yMpOJIIqNhTqlIrbO/u8ivrPGA11ddG0TpF3Skv3lMVD6gbh5/+NwpWDl5XcxurLl+e/G+Y2Gzq1BT6J3ays4+JENbH/kEibnSvTuHUFubmF0fa/V2+1d//vtXYzf8THl9WPrVGeSLIqJ5Vcvib079li4zlkftI5q2kSNKRY1OHWqw/Yw4c5AmqMs2SBz2zJNyn1RdUmpRprUjKL6rvlhtGuBEJeXBq9kMGCAlZuDUb3W0FbqCxqJFMMCjWfDE9/3Wzl5uhB3Dn2Fzp4YRzZUiiIM6oojnZ000Upn5WTXnBeqWDRn0awKu/WcB0u/8H3OG3PN8wy1VXTLMVq0r4rFho69FSCejZgoUCb9ZDWnHSAL2ozfIPHO4MPGYh5FY70sRkPaAdlVtVRJXfvN6YO+JCGJ7MVpvTNSB9o9mLVq2e22VI7y1AjUSEOu/iRw5I1DeW0TxRvTlscEYjnc0gDY9yekNKMBxm/uYLA+8iF+t+4ATQ3ZP8LR8xcwvnnXI+qy8NdvbEKeuYRqfYjBlSoeDDE3pMxQOlmPlto1LnJiIx3+O+f8rneMSAlhJ7SH6ojtG6wvFkHbfmH7j7YHvSOGbqpnwBtb2T4dG5gAlfHYVWekTaAFGuxlG8pEAq0j9C6uk2SSMjyThBD3M33NyOkx3GRgk+gAG4HAyJwRHF/nEZFHW25oiwqt4bQKzW6hpSXoQNMOItTfKg/NRs4OBKw81vDzu/S+0kD63Xot8wYBFX2H7URsqPQACaq3yAPnhJXeGm7lyeeVJyfaxnZw4jyZDh3393Y+3trNqoDIfH3G+xRpEA/LnVWdepOyiBv5x3eGFZNStKsUY/qzChIXHIU935eG3rBq/Pd0Bre75/f5ODyCGw4hN7eAtRX0bu/63QSHA8zefxHlwQy7T/UxemsM7O8DKPwS/dkMvWtbKFfG/oR31wC6PF8KiB54THRdh6vW+uPrljayk5FFO/fS2QOE3sm1kvDbjNg1fQYUPLiwPrM94HyTLriQv/hbBmv8Houu9d3U/7ORV6ozZq4mcu5KUQ36qQ2p2z2P+Lf6G96jJBko5sjpMdzWcBDHaHmgKPOMh4oaUcsvA92GtKNyyJOrm3bktC56UMI4wUA8WeKWalpq4BVZZEb5mK4iFm486wbaDmgRBXXY5Dujmzm0SEzf5AtAuj+FHTDU7dP7ZZksuomdJlcO28G0vJxPRok5BK3FCBsQuaSDtBRB7GTO+YMBbGcmhK+noGiZdPm7T9+j7oQqYGReO0gPfiOqQb/dnjZEEDS7e347gLB4B9u7cW8TN5uh3Jug2hjh4jf2/HFrZQnUDarLG5DGoXjzejDmQXo9oArGe0bGhnXHudYjYX6WhetZPSQWRbWq82yItZ3VcOpufzxvoYO49UiBOIh2aEzNi6alfZL1wbZfjmLTumBdzHiSnXSZVkRo31kFGfQT2i8JemA0bryJBGUD7QQvD0Jz5PRw3EBr6PRzSctu2Wjyc1ZZ5qDOxNjYmWJ6zo5y7SZJRrGJchHdeF+fm4eS9XdshJi/JeXILqVXReO8svKysmr+mGfX9NW9y3kYOWOtZeJTRrhsOY9BpTYH+drBx9aLbdd5RkX/WxdY76l3Y1GLHcTNhLTy29LrReMcF+owGnMu8ugxcgWBvzRUQTxtfn3N7/VN0RGRcnGNf66p4fb24A4Pw4pMAA3Q9Au4ycQfdfXMZczWBth/ehn180+GvDvI6ipwYcNv60oH7cYwUzI88TBgzoetKzaqKoxw2RDmjDb9TheiKJXjz2IkutK2r+ou9w3VTabH9J4Cu5xuNo0fKHJ9Mxyw7BF2BsSEv9z8SNy4y9isxFDz58ZM4GrII6H5uVsJGDk9iNsaXO2IPIrlXBcVHp2584f3Jhwtj/y5SU5Gquxu5YRHYubl9P1AOuvM6dp3Htdg3Bk4b3qsGpdfgnuu+ymr8jK6YBRmkUvTtJ1d07b8peHokjYxyD8Ovvoso+h5Zc5RKDaiRO8zcrJeBYuNVNHyc950r+6QvhAq6uxGSKgzUgY0PxPpF+cgU7+fiB4kLA112EJ8REgcBJxfwl43kKbB4PUbHqGVJeqNVew/t4Lx1QP0DmvIrPGGeuSNNeoabmPNt9+9XZ9+OCQ5qTttc/Z+tB6sd5rzbNlYaTsodcfIt2xDKqUsIAj1VGt9Ez3CqJWpCdYnbWvbb3NGWd9jPM9ka1mSGGOv76O6SoBZhmaNg6Re43xxeYC2/5jJbWuw5zPcpxFxAy0SUslVguWz2SXSZ9ldsy64PmMVmn8LpJOcLFZJrBLx9VxHsMbOiuXv+Fk2eqxU5LaKrT/rMmqdWaQK5Ll84qtlMGiXoTOCVeRDNAMvp+6UT39jOwJ7Cppm+N6ZeDvOayLUJmUBGQ7b+sx0KE9PhN0MqRPHCJLgWYl5R+RvmYLhMmqRt3f8mZdUBj9f4A+nRV3DHRy06Hvdb0TlZrN4+G/x3RsY7FSYPLaEYlqjuH7bxx+Php5u2dmDHE4SY5J4OTz4KfrlKBpFmaonGh3BdUX1m2w9MacPaJ3otgE578xxn9Y8W6osp2uMcK0XHSs+BWFu6rcFiPrLoIrnZVgvc8BN+wV5alHquuvxUV9lKtJ6aJHv7qYY5fQgbqClHmgU8pczaEcRkdDMN5DnS7lxOS3tZKwMOaSmhjPHF1v+KqBLV1XtiKlKaJ/N8MexY7GyskLkyqSfFYnY2PXwnqQeCUGzC531XFhCfcX4YPJqorCnYVBdbC9up3mdRY36bAbH+5Xk8kblTSZPlS/UOgjIOLtPM79X/MZS0AlIUTSuC10opliNkKLLQK/Eja+KokV4ZYkYWVK7FnVVFaSWuGe236yq9pTJaASUBdzKGK5fYunVm6jft+Gfm878OZiHh94w1rU34AVFZ9n6ooE7TtCWBeBI5xTRsi6yVxPqtmNwyRh3YvPZqw3fI9LW61b/OU32hi2osTrFOpHxkmI9aLpaZtsntf8xgLP93gI1W9agw+xdJPlRD1f1UvsK5svpMdyEqDqLJHTkElLGoHyd7V61QW0DWBpjnuuj91SBuKHtzHfO3WdDYOkBi7Bz1A+jYDtQWSqJ368cHhtCzoN+LTMr22weeECwho1dQzMwdOo0wzt2Ik244/GzXE8lnehu08xMdGn0QvKbMIg45k0LgZSDxG1OVuWq9HoeAaP0e4yI+AnHSYueFTw41hceLMkrckC7uVg42Vv6Q6CpI4p1VQW3uwd3NPH7d4yGqFeH2Ht6hPG5Ifq39nxMdzxqq4no2RuZHnhlZ4cOMQDEIQOCWBctyMlMeCY6wm0V2jBHjTmrx6wH1iiyN2ONtfWwrYesv1dKh3WNQRc/p+9lGogjo0I/6HiBbLTV2yB6Me5PBKSrmEN6kTrplqBN4ph7P3xpmtSoaKWR8iTx3UDbeRn5OddOOuifNeSqeBbF8XtZzGjZWZJrJLqQOS6QUbMK866aniJ1vq7uIH+3KIXLRYNVdmUbv5sNsNZ9mKhLDDvTISyKbjQflncMiDeZzOUycD0ZXjzZ70HTsB3epg2kiE9F79UN9HT3mJ9CvKFWrllosK9r8OnjHU6U61GKmH5cQOTCaTtlazTlwoY/vKEsPFddVT5WezqDrCxDRkvAcAD0Suw+O0Y9EFSjcFJNWCLNZYplrusYDdMZ0EOdJDtZgvRD616Bi9VFas/4vnA/TupqnthY50ATt432VfK8ua2jHvLvWUTStLU/57xBzb/eV4PPzynVx/MAGj4bfmcPYO6EMRKdpmWJ4MCCsxwinyPyIDOY77WIyC6AV086H++RXASwedKZeI/kUS4b8GiXb1G20y/POOcey904LVTJq865j5x0Jt4LEZGvL8p2NuVRLt+ibGdbThdVspCFLGQhC7mvLAz3QhaykIWcMTkthvsLJ52B91AWZTu78iiXb1G2MyynYnJyIQtZyEIW8uByWhD3QhaykIUs5AFlYbgXspCFLOSMyYkbbhH5WRF5VUReF5HPnnR+HlZE5GkR+QMR+ZaIfFNEfiVcPy8ivy8ir4X/G+G6iMhvhvJ+Q0Q+fLIluL+ISCki/09EvhK+PyciXwtl+E8iMgjXh+H76+H+syea8fuIiKyLyO+KyLdF5BUR+dij0m4i8neDPr4sIl8UkaWz2m4i8q9F5JaIvEzXHrqdROTF8PxrIvLiSZTlByUnarhFpATwzwF8AsAHAXxKRD54knn6HqQC8Peccx8E8FEAvxzK8FkALznnXgDwUvgO+LK+EP4+A+DzP/wsP7T8CoBX6Ps/BvDrzrkfAXAXwKfD9U8DuBuu/3p47jTLbwD47865PwPgz8OX8cy3m4g8CeDvAPiIc+7HAJQAfhFnt93+LYCfNdceqp1E5DyAXwPwlwD8RQC/psb+TIpuknMSfwA+BuCr9P1zAD53knn6AZTp9wB8HH4l6OVw7TL8IiMA+C0An6Ln43On8Q/AU/Ad468A+Ar83jebAHq2DQF8FcDHwudeeE5OugxzynUOwJs2f49CuwF4EsA7AM6HdvgKgL96ltsNwLMAXv5e2wnApwD8Fl1PnjtrfydNlaiCqVwN186kBBfzxwF8DcAl59yNcOsmgEvh81kr8z8D8PcB6MYQFwBsO+d0ZybOfyxbuL8Tnj+N8hyA2wD+TaCB/qWILOMRaDfn3DUA/wTAdwHcgG+HP8Kj0W4qD9tOZ6b9HkRO2nA/MiIiKwD+M4Bfdc7d43vOD/FnLu5SRP4agFvOuT866by8B9ID8GEAn3fO/TiAfbTuNoAz3W4bAD4JPzg9AWAZXarhkZGz2k7fj5y04b4G4Gn6/lS4dqZERPrwRvs/OOe+FC6/KyKXw/3LAG6F62epzD8B4OdF5C0A/xGeLvkNAOsiovvccP5j2cL9cwC2fpgZfgi5CuCqc+5r4fvvwhvyR6HdfhrAm8652865GYAvwbflo9BuKg/bTmep/e4rJ224/xDAC2G2ewA/gfLlE87TQ4n4PRj/FYBXnHP/lG59GYDOXL8Iz33r9V8Ks98fBbBDLt+pEufc55xzTznnnoVvm//pnPsbAP4AwC+Ex2zZtMy/EJ4/lUjIOXcTwDsi8qPh0k8B+BYegXaDp0g+KiLjoJ9atjPfbiQP205fBfAzIrIRPJKfCdfOppw0yQ7g5wB8B8AVAP/gpPPzPeT/L8O7ad8A8Cfh7+fgOcKXALwG4H8AOB+eF/hImisA/hR+5v/Ey/EA5fxJAF8Jnz8A4P8CeB3A7wAYhutL4fvr4f4HTjrf9ynThwB8PbTdfwWw8ai0G4B/CODbAF4G8O8BDM9quwH4IjxXP4P3lD79vbQTgL8Vyvg6gL950uX6fv4WS94XspCFLOSMyUlTJQtZyEIWspCHlIXhXshCFrKQMyYLw72QhSxkIWdMFoZ7IQtZyELOmCwM90IWspCFnDFZGO6FLGQhCzljsjDcC1nIQhZyxuT/A5ChNezZPGQYAAAAAElFTkSuQmCC\n", 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -146,7 +190,7 @@ ], "source": [ "G=estrella1[:,:,1]\n", - "plt.imshow(G)" + "plt.imshow(G,cmap='gray')" ] }, { @@ -157,7 +201,7 @@ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7f43afc5df98>" + "<matplotlib.image.AxesImage at 0x7ff075d57b00>" ] }, "execution_count": 8, @@ -166,7 +210,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -178,49 +222,35 @@ } ], "source": [ - "B=estrella1[:,:,1]\n", - "plt.imshow(B)" + "B=estrella1[:,:,2]\n", + "plt.imshow(B,cmap='gray')" ] }, { - "cell_type": "code", - "execution_count": 9, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "61.46883456650567" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "gray1=(R*(1/10))+(G*(9/20))+(B*(9/20))\n", - "gray1.mean()" + "Para obtener la imagen inicial en escala de grises podemos pensar en promediar las matrices RGB y plotear el resultado con cmap='gray'." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7f43afbcf518>" + "<matplotlib.image.AxesImage at 0x7ff075cc3e10>" ] }, - "execution_count": 10, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -232,47 +262,70 @@ } ], "source": [ - "plt.imshow(gray1,cmap='gray')" + "grisprom=(R+G+B)/3\n", + "plt.imshow(grisprom,cmap='gray')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Claramente se nota una saturación en pÃxeles que deberÃan tener una tonalidad más oscura, pero, ¿qué ha ocurrido? Si nos fijamos en la fórmula que utilizamos para promediar las matrices, habrá puntos donde $$R+G+B>255$$ y como estamos ploteando el resultado, no pueden haber valores que sobrepasen 255, lo que genera que python convierta cualquier valor mayor a 255 en 255, generando asà este efecto." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Para darnos cuenta que la explicación anterior es verdadera corremos la siguiente celda." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "255.0" + "255" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "gray1.max()" + "grissum=(R+G+B)\n", + "grissum.max()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Efectivamente ningún valor de la matriz supera el valor 255. Es por esto que la imagen no se ve como deseamos. Para tomar el promedio debemos entonces hacerlo de la forma $$\\frac{1}{3}R+\\frac{1}{3}G+\\frac{1}{3}B$$" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7f43afbb0dd8>" + "<matplotlib.image.AxesImage at 0x7ff075cad7f0>" ] }, - "execution_count": 12, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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mtj7Aje153APMrfZ4rqDGm4DvDe2X+9vyC9s4frntEzumPJbXDe2b+xgKs8X2l+Vu/vkMSVJn2t9WkiTNIMNBktQxHCRJHcNBktQxHCRJHcNBktQxHCRJnf8FcX79Csp9opAAAAAASUVORK5CYII=\n", + "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -284,69 +337,70 @@ } ], "source": [ - "bn=np.array([[0,255]])\n", - "plt.imshow(bn,cmap='gray')" + "grisprom=(1/3)*R+(1/3)*G+(1/3)*B\n", + "plt.imshow(grisprom,cmap='gray')" ] }, { - "cell_type": "code", - "execution_count": 13, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Aunque cumplimos con nuestro objetivo, vemos que hay partes donde las estrellas contrastan menos respecto al cielo en comparación con la imagen inicial. Pensamos entonces en hacer un promedio ponderado para aumentar el contraste." + ] + }, + { + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "seccion=gray1[300:400,450:650]" + "Nos damos cuenta que la matriz R posee más pÃxeles blancos que las otras en zonas donde no hay estrellas, ocultando asà información sobre la posición de estas. Podemos pensar entonces que para generar la imagen en escala de grises, le vamos a dar menos peso a la matriz R para generar mayor contraste entre las estrellas y el cielo." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7f43afd87c18>" + "56.30558824033155" ] }, - "execution_count": 14, + "execution_count": 12, "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": [ - "plt.imshow(seccion,cmap='gray')" + "gray1=(R*(1/10))+(G*(9/20))+(B*(9/20))\n", + "gray1.mean()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Obtenemos entonces nuestra imagen en escala de grises a partir de un promedio ponderado" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.image.AxesImage at 0x7f43afadada0>" + "<matplotlib.image.AxesImage at 0x7ff075e358d0>" ] }, - "execution_count": 15, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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+ "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] @@ -358,144 +412,129 @@ } ], "source": [ - "star1=seccion[58:70,95:107]\n", - "plt.imshow(star1,cmap='gray')" + "plt.imshow(gray1,cmap='gray')" ] }, { - "cell_type": "code", - "execution_count": 21, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "def gauss2D(params,x, y):\n", - " exponente = -((x-params[2])**2 + (y-params[3])**2) / (2*params[4]**2)\n", - " z = (params[0]*np.exp(exponente)) + params[1]\n", - " return z.ravel()" + "Queremos estudiar estrellas de forma individual, para esto seleccionamos secciones de la imagen para que sea más fácil dividir una parte de la imagen que contenga una única estrella." ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ - "def error(tpl,x,y,z):\n", - " return (gauss2D(tpl,x,y)-z).ravel()" + "seccion1=gray1[300:400,450:650]\n", + "seccion2=gray1[100:200,250:450]" ] }, { - "cell_type": "code", - "execution_count": 23, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "251.39999999999998" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "np.min(star1)\n", - "np.max(star1)" + "Ahora mostramos las dos secciones que hemos escogido para el análisis. Las ploteamos en una malla de subplots para poder imprimir ambas imágenes en la misma celda." ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(12, 12)" + "<matplotlib.image.AxesImage at 0x7ff0720ee278>" ] }, - "execution_count": 24, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "image/png": 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sy8Xxb1ovdS1JE1WwOyXZtV8qaQI3HNNO7h+FjwUoymO0WhQOpQvR6ampKbTbbVQqleAx8CeVSmF2dhZzc3M4deoU5ubm0Ol0cO3aNZw/fx6rq6vBSjKtQ561RkPTNxpmkL/GtX2POTlwDpSuUVzQzx8VNHV9gFHgbsvEKAje+1DdwdeBKHjCXJuN71T42+02stlssHZ0XXXMnU4nMCXHzEojjYUTiUSoxWw0Gtja2kKlUkG5XMbRo0dRq9WC69toNEK/WonUbDaxtbUVXnPORawWY3Pm4e6//368973vxWuvvRboRRpaZmK1kIJm6nUAGGtF1SPajQ/4W+N8jcHVXbagmPIBrZHGoVxXgnre+1AKyRCF683/WfZZKBQwMTGBmZkZ3H///XjyySdx/PhxeO9x/vz5EKqo1aTHZl1xK6Dqft9TaC2wvXBd4xi+bz+vsZNFwLigqrkUSFImUADCgiYWOFHIGwCy2SyKxWIQdL7HckSOjaAABYRCay34xsZGEASmE5566inMzs7iS1/6EjY3N5HL5YLL1+120Wg0goWwSoZaHBht8wIGiGYqlcLq6iq+9KUv4dq1a2g0GpFYi0zKubJgIJFIYHNzM7IGOncqPloptapKex0n/1Ym5hromOyPxpL6HcZ5BGvofdC9tfErUdRWq4Xl5eXAjxp3s464XC5jdnYWZ86cQblchnODfOXrr7+Oa9euBY9FFZSGW3EuK1+751IpwMhKcaIMzPma5tF01wMZT4WTRGeBOt0qElxdRAsYKFO3Wq0Q/AOjdA1BpUwmg3w+HypQUqlU2E1CQWy326hWqwEAOHToUNivScFi/pRAieb4jhw5gsceewyHDh3CX/7lX2J+fh79fj8gztTWjUYjYok5VjIoBV4Bm2QyiXPnzuGNN94AAFSr1QB6Mf63HglBkFqtFgk5LDhFGlBIOCYKL9fbroP+1rWh0iEfKN4QBzjZ6iEFdBjHFgoFJJNJVKtVJJNJFAqFoPA0/6ngG4BQlKFFDXSPC4VCZNxsagysxee87GfHtV2F0zl3EsC/BDALwAP4tPf+15xzMwA+C+A0gDcAfMx7v75bf8M+w0C73W6wRjoxugIWwdMcVRwKCYyYg6/b1A2/o0CSLgC/Y61ht9sNJV2E5G19JwAcPnwYTz31FEqlEl577TVcu3YtlO7xeWR0jnVrawvPPvssMpkMFhcXg0usloD1mKQDv6uKi5Y6kUigUCjgxIkTWFtbw8bGBra2tlAsFoNipNuslp6uYb1ej6RJVBj1NSoY0ozrymaBN35PLYy2OKtjBZPPUOtrPTKlCbfoUXkyFCiVSuj1epG8M/fHEmSqVCpYXl4OYcrq6mrYg6lorEVe4wTTzmenzwB7s5xdAP+19/4551wRwDedc38C4GcA/Kn3/lfc4HCvTwH4hZ06YrDOOJLMTwTOJr6pAbVMjBNSYaCrQsa0m1t3AhZ0K5VqO1vi1mw2I6jfxsYGUqnBZmW65hSgqakpPPLII8jlcnjppZewsrKCSqUSNl6rgsnlcvDeY3NzE1/96lfD3AhMVKvVMJ5MJhN2eKhV5G/m3ghSlMtlPPzww/irv/orTExMoFQqIZFIhM3V6XQ6YgGUYWjtVYjsGgADBqVLSKtta3EpMCrcdh1tmKEhDNfGxmyktxa2a2kgY0juq33Xu96FVCqF5eXlCO2IrjJHzVDg5s2byGQymJycxP33349ut4vLly/j2rVrWFlZiaTJbJjAeeqc4hTKbQmn934ewPzw76pz7hwGR5R8FMAHhh/7bQBfwR6FkwNXq8X3NXHMpvGQoqyKqKow0pqVSiXMzMygWq0GbacAg+abKGBkFub/er1BcXW73Q5oaavVQrVaRa/XQz6fR7lcDqcnVKtVXL9+Hc8++yw2NjZw/vz54DqyTwoIEUK2Wq0WSXBvbm5GCv51+5EqN85dt1ZxDvV6HYuLi6jX60HY6XbTUnB7Fa2NCqKCZbqO/E332Z72QEakxeHnNYTRMIavaarMFj6o1QUQwDZuPyOzq7dDRP2hhx7CT/zET6DVauGzn/0srl27FrYeUlGpwuj3+1haWgqpmqtXr4ba7YWFBWxsbIT0k/Xk4oQvzgNMJpMhTRTX3lTM6Zw7DeDdAJ4BMDsUXABYwMDt3bHR1aJbxV0kzBlx8OqmqlWiu+XcqNKi3++jVCpheXk5MFIiMdju8/a3vx0///M/jy9/+cv4V//qX6HfH1RuMGFMBmf8wdcURKDF4ckEAALUTneQVqzZbGJiYgL1eh2f+9znQq6P9ZnNZhP9fh8zMzNBM/NZjC8VXfTeB5QYQHB1t7a2AjhE5UaEFRh4HLVaDRcuXMC5c+eCdcjn89jY2ID3Hu94xzvgnMPFixeDC1soFJBOp7G+vo5Op4NyuRyYlYgxXWsF4Whx8vk8MpkMKpVKSCsB0Q3XiubacINrT4vIqpxqtRqUWKfTQS6XC3/TzSeqrAq63x+USvZ6PRw9ehTvete7sL6+HkISChXnwzCFBQStVgvtdhtLS0th3tywwEJ3jfk1ZKI11vGxbwDBtb4j+zmdcwUAvw/g57z3m2qyvffeORdrn52cIUQXRE28xnrWHVC3VVEu/qYbSzj78OHDYQvUzMwM8vk8FhYWcOPGjW27SyhMrBhRN4qak9aEpYBE8siY3Pit7rciplqbS2ZRy02Fo+CTghmdTie4omRcLnK73UYmk8Hhw4dRq9VCvTA/x351lw1d4pmZGZw+fRrZbBbPPffctjJAjrFer6Pb7YYaU8a5HI+emsA1oXDRXVfkWNfQrnVc7Emlmc1mg1Kv1+vhpAfrRpJ2ihcQmb148SL+zb/5N6jX67h+/XrEuicSicBHFNJMJhOUFtdGXV8qaz5PY2VFb0kvBboUgLrdmBPOuQkMBPN3vPd/MHx50Tk3572fd87NAViK+66XM4TS6bSny0X3RYN4LpbGIDb3pRpWtRJ3JFSr1YCwXrp0CZ/97GexvLwccQE1xqV1VJSYzMz4I5/PI5/PR5iRC6WlWXSlFFji4vJZdJOdG+zvJGMwdstms2FMrNekINCdVatD7ctYz9KPuUqOK51Oo1gsbtvaRKajFaOlYNUUn0la9Xq94L1oOktriLm+FDZ1b/mjbqx9n31R6AqFQqik0q1ocXwDjKrLUqkUFhYW8PnPfx6dTgerq6uBZ2jluKYMbTgGWkuRhTBPzV3qs60SonU2crGtwMO2vaC1DsBvADjnvf+n8tbnAHwCwK8Mf/8/u/WlA6bAUevq4tjGz+j2IyvA3IXAGKJQKKDT6eD8+fPh2BFqslwuF9xZ50YHQNmFYkx59OhRTExMYHl5OZSJceFp/bj5lluHaM2VmTkPujZ0N2lldQcE50FtDiBYPh650Wq1sLi4GAoSNHdGpmy1WuEsJnouzWYTL774YmQ7ldYsUyg5PlpArh8wAmQ4TyKkiisYPooIjoI79n1FZ6ngGo1GKMbnpgEFm9gH6QqMikfo8q6urobSRv0e58nwhF4HK7f0vCnSQ+lgf6vAaf6WY9Q02E5tL5bzewH8NICXnHMvDF/7bzAQyt91zn0SwBUAH9utI7sAcYCA1SSabFeXQD+r6CyP/yCaqlVGRNY0BcKjQrSulAJKzc9aTJs3ZfKaMSDhecZ+BCt0F42WF7L+kxaNQkJYv1gsotvtIp/PY3JyMlgMdb8XFxcBIDI+Tb/QpWbMlkwOirRffPFFrKysBDQSQDhhgtaKVkNd4/vvvx+nT5/GtWvXcOnSpUjxvsZcuh1PSyfZ4txarqkqPwonvSIKSzKZjJw4oCkNFRDSvlQqRQ5p835QQEEryBQLx0jhV7BQAR6+r+6rxp1sFghSHrrt2lrv/Z8DGFfG8PRu37dN6zmtlrGvU3syrgNGSCTf7/f7mJqaCjGKxhkUEgInwGh/KDU8mYvWTRmJecZqtboNDOLYLOOpxmfMSaWkioXjqdVqAAYJ73w+H5gpn8/jyJEjwYqRGel1UMnQcjEWtW4YQaitrS1kMpngMlNhNZvN4ObOzMwE5cbxTk9Po91uo16vI51O4+mnn8bf/Jt/E5///Ofxz//5Pw+IL5lYrafOmU0ZXD0gtaTq9vI7vV4P1WoVm5ubAeWmMFkrxnVW0Ifz1cJ5ljZSOIk/aMEF3X2NrcmHCmjxmWo0lC/icty7tX0vfKf2oMbh67u5BxrHaX8UBjJ2IpEIZ/ZQCHVzNi2oMoAKrgI6rBja3NwM1kjBLMa5dEnb7TaWl5fD4mvtKzBK2ajLSY1NC03B1wJyWmbnXEiz0IXXeJKLr3FOOp0OwFYul4tY2GKxGCk/ZE0p+yEIptvvGOOrwuDcFT21rqa1jHEWRhldUxNakqllghQYPXaGtNX8L4AIrdkvQwEKso5B43xaZdKWTd1SDbH4GbrQ5HX1FC194tq+l+/R/eQkLAgAYJv2UT9dJ8Z+VldXwzardrsdhIkCpklqIqEKAKlwUsuq1lNXk4vNRU6lUjh27BimpqawvLwcditQsHURtJKEz2E5mRYQUJsztqzVaqjX60EQaB1VE+vOHLWOhw8fxurqaqT2WGNsAlAae5Pmk5OTWF1dRS6XCxuv/+zP/gzdbhfnzp2LCBDnqK47x6WCqB4P6a0gGvmAipBjjqviosKlcHJdKKDEB+hRcIy0uPRaWERB4de14XgtH2pTUErnaflelRbnfdto7Z1sW1tb4TxXMhYr+gnIACMXQfN3eliS94N9evl8Pgik9z4ciag5KSB6FpG6LHy+LjrBFlo5ur7U0lwgCsDRo0dx/PjxkPuiG6RnH3FhqX0ZOxYKBbz73e9Gs9nEc889F/Ki1OqKbuvJ9boTpVgsBlePeeOTJ08G5uPYKYCsHspkMmHrWbFYxPLycmD4RqMR3Gta82KxiOvXr+P3fu/3wrEwc3NzISZTdxAYgScUDFozzsG5AWJNd1KBOBVEVXTqFWhcyDkyJiX99PmcP5UYww7mRgmQMQ0EIFIGqIi0nmUb59py3GpRtXpKeX1c23e3llqLrmUulwtbb1RbKhKnSCE1Oj9D4moBAgmlMD6JSqtCwlGINT+mIAEBE5s2AUZu1c2bN1GtVlGv1wPRKWB0rW3cSQGn28riez6/1WphdXU1CIbm0ujCkZm99ygUCpibm4vEUDyRUDcAcw34w6M7gJGbZjeFa4mdtWZra2sAEApKrBfCufKH/XPNGAdTKWocZ/EI+xpfj/tMHOBEhUzLzGotWl7GkepJkKdoJPgeeUL75mf1mePGTwW9U7tru1IoKIlEIlg67mFUF02PeQBGgT6AiJbVEkBaVuY7C4UCms1mOONUXQz2rQvBxeO2I46DCoRxWK83OK92aWkJy8vLAXrnc6mA2HRhuJjVahWvv/46gBFooBadAqVWSUv6isViYDCmVFhcQcCIqC93o3g/qOWlUmBMzJ0zTDUp+sk61X6/H6zqxMREyJNSYagbSCEmw1qXWhWNuoRcTwXZrMDZFAVft82Ch6Q/5xSntPh5VdqksXpBuiYca5zrq4pKXeB6vb6jrOyrcFpAxXsfrjOgNiK8rcCCxiC6CwQYxXKctNbH0hLpAdR0icgYdBHpWmu8SQbnc3Qc1KAKIrFyh5qWSseCH8pE3e7gOBW9+oExazKZDAtIxiGT0RJls9mgWOhukX6p1OAE/GKxiFqtFtnjSOXIMkrShW41gJC7JY14VAutpI6LlobrG8fEFIo4kEgVpo3zlG5x8Z1t9jlx31XLyPErEKT4gPKeKhg9rMsqDvvMcfnOnVDbfRdOCgW35tRqNRSLRQADFy+Xy4VDlAjwKPgCRGs1KZxxlUbAIGZYX18P8aom6bXci/0C0VSOFg+wdlTdZgoST3GncDJ1oXGGWk42lqVx/LTutNw6HmB0ejrpSbQ4n88HNJZ1rc1mM9SnptPpoPgYr3MNqKwymQyKxSKKxWJAiAmU0N1UC2ktgSpfKg/d3aO05Pe1LFBpTmElz1iwZScghZ+JEw7+TW+Ia08acBxEwrl+6p5Tiep66njiUjvKUxwD0fJx7a6gtWRGlrbx/6mpKUxPT2NjYwP1ej24kNQ4ZHJdPDYuOn+rNrfF40AUcNIFYW6MTKvFCbOzs8hms1hcXAxCSAvFGES1L3NxXCS1Bur20bXiMxnzah2vIoia7qBldc6F3SVqqZhe4vEq1WoVxWIxILEcK11xLdjW5/M4Fb7H9SCDq7Lk2FjIoHRWF1fvkVHLQqEERmfF2lguDuW1jcKklphj1N+2HE8zCnyfa6BodFwq0CoRvqZZAL42PT0dzqaKa/sqnOqyKaLFBcjlcigWi4H51KdXa0mic7Jkco3XgFFekZ9VYVOm5/dsUK+Ll8/ncf/994ddF4y7er1RAb0yJRWDCqM2/r+1tRUsGOM/dY/1Bq04l0mZqFarRQAgAJHiftL7ne98J1KpFL74xS9GYiYKJk8SZN2uBYZoRVn+aIEWCx5pKMGxcU4soqAy5Xf4P99XN1AtkFbckK5q1S3ApNZO+SiVSoXdLlq4QXAPiG6utmuh7qnynypiXXeN6ce1fRVOzTVyUAROAKBerwewhZqZC6pF0FoZoslnElqtIndmUEv3+/2Q7AdGeS/2w88oQMTfGusCo+vggJGQqftMgWKzGpzPt2CILpxaBxvL0V3lxmwtBVRXkgrEOYf77rsPb3/727G1tYV8Ph95DvvkjhcWStjYX/N/BFUYv6qlUyvJufK+Gi2RpIWmkKtbyPkw52uFQBWf0lXXS11lK6T0KHhDHK09iz6ccyFkqNfrYZuYPl/d7zh3n2Oh0uG6WMDQtrtyqLRlfFqbhYWFUCvKeK3fH914pYLJ71MgFf6Pq/ZX5gIQChHYXy6XC+V86uZqDe5LL70EABFBJijD2lW66xbQIKNozo+f1T2qjLF5nIiex8pGxcU8KeO6QqGAo0ePBqANQNhMPT8/j1QqhXK5jFdeeSVy9iotFAsSUqnR3k/mcq2HkkwmA6qr7iPTKZrX0xSN9sEQQtFejVM573K5jFwuh1qthrW1tRCrqsWy1jKRSASQb5wyTCaTeNe73oVcLofnn38+XN1BF39ubg4rKythXBonA9EjWQFElIcaIPIQ1xhA2I62U3sz+zmTAL4B4Ib3/kfc4EbrzwA4BOCbAH7ae79z4kYIpARTtwXYnq+ygbUml7V4gS6y/SwBKAVYNKVCJrHpFH6fP3yf/2ssTPRSy8sUYldXjDQAELFyOi6tsuF71soCCJcL9/t9nDx5Ek899RS63S7+/M//HBcuXAioIi9qPX/+fNjPWK1Ww9V5LBXkPFnupikqKjeuF9dsc3MThUIBhw4dChbaex9u3bLWTV1TBWIUqGP//CzXFxgox2KxCO99iLFpeW1ct1ObnJzE+9//ftx///2oVCr4+te/HjYwHD9+HNPT0yHfrHeiMEVlDyHXOdBQ6Dw1z66Wdlx7M5bzZwGcA1Aa/v+rAP6Z9/4zzrlfB/BJAP9it06soAHb4wbb1H2wi6sCQEtn3R/ddqVMrrGZAkNxLorGVWRKegGK6ClzqBDzfwsIcdy0BHSHdW5WmSlAkslkQnH6qVOn8MM//MNotVp49dVXceHChYDmcsM6d3ekUqlwjbxaNI05FQW3a0BasjSyVCrhyJEjWF1dDVab3o8qFY3x2fhcBbuU7tx4QForQKNpJ+sx2TGrQiGqffnyZTQaDdy8eTNybAyVF60b65N5qgXXn6GTBZwopAry2fTMTvEmsPfN1icA/DCA/wHAz7sBpT8I4KeGH/ltAL+MNyGc1irqAlr3RJnRNmVeMooKmRaGM25lnMRFAqKnsWv8qsCBjSOUyTSeiZuPzt/m8ngWjhYDaBpH522ZPJkcXKLEfDGVkFbrsPyReWQFxqi4iJ4C0eIOC+6oAuK86EImEgkcO3YMq6ur4SoMdQnj6KT7XdV7Iq3UinNsiUQigDb8Dl1HdSc1FrTrRlf+y1/+MtLpNObn58Nnm80mFhYWQj9UXipkVmGTDpyjHS8Vj6by+Jlxba+W838G8A8BFIf/HwKw4b2nD3kdg0O/tjVnjimJc1W1iMBqaSUqEIWt1eLqZmFlXDIsF805FwrYFSGNAwvMPCLWF4he7aZNhVsZRZ+hSDGFBcC28Stjs6n1XV9fx9GjR9Fut/H666/jT/7kT7C2toYrV64EoEiBM2UgPlfpTGtHVzHOxdTfXBsWyN9///2YmJgICkb7VpqRbgr0WKusAkzlq/E3x6neDNdZx6axvwpnsVjE/PzgGCy9DY7Cz1w10Vr2xXHYGNOCUBwjc8pa0GLnGNf2chLCjwBY8t5/0zn3gd0+b5uXY0omJye9dfUoJFY49W8VXuk3IjAaG+qiEIkj+khonExqK3jGxblWABVVjIsLOQbrulgGpBATFCJyrbGoHZsKbKPRCNvUVlZWsLm5iWaziaWlJUxPTyOVGmy01rObgFEBRS6XQ7lcDu8TGNNnctyW0ZluKJVK8N6jWq3i5s2bWF9fDwCTFTpVUKSTouV8n8yu91wyJqclUjBIi9vVjVWLb+eTTCbDCXrkFfJHo9EILiw9Ls5bt9ABo6IGVQyqRCYmJiIFDXttez0J4SPOuQ8DyGAQc/4agCnnXGpoPU8AuLGXB5II6lJaq6jaiK/FaXBgexmUJuDVkqrW404ITQmwLyAaG6r1sj/6HY7fNmU2nat+l4vM8ah1s66x0s97j8OHDwewodfrBUuQSCTCmbqaw+N4uDXtLW95C9LpNKrVajhcWVFIC/er4mEsq1bn+vXrIf1iv6MotqWzXVfGdM6NNttr6aaumbr/mhJSDyNuXZir5udVYXs/2qRBwdQ6XD1KU8fMPpxz4ZpHGgX2vVusybbzbTMDZvhF7/0J7/1pAB8H8CXv/d8G8GUAPzn82J7PEFKG14J1jeFs3EYCqyANxxZZaDKtalvGI+yPMQUvNvV+dMobn18oFMKGbSuYdi76W+dgtbrWcWq8q/EINayWyilQpXEP28mTJ8MWPJ6LWygUwm4XPpv7Th9++GEUi8UQn584cSJcc8e62WazGbbgMVywngTHxcJ7rgGfpYUUqmA1vwkgtm+1eozfNHazHhLRcu2Ln1VrpYqRAs6T/Vj8QW/Arht5VvmWtdfqySjPEt9gbK/WVy39uHY7ec5fAPAZ59x/D+B5DA4B27WpoGhTN5Ray8aewParAPmafpcLSEJSGHWnBtFBPpt9FotFvPe970Wn08E3vvGNEDtprAJsL66m1VNUzkLq1L6WidQtYrMVT5ro53iYXtCTCMjIdI8Z65TLZTz44IMol8uo1+uYn59HqVRCvV7H1NQUisVi8DpYfEDGtyWI/X4/CLdeG5hIJIIVJchDAaHSpLBpvK3xq64pz41Vy8N5U8lrPK2pMudcJEfL73NdyCdcM8UoKJQWlNNnM7cOIKJEOXe+dujQIfT7owuv1L3dSTCBNymc3vuvYHCyO7z3lwC87818H9i+v46E01pYEpS/9exT1cTqYgGjChoSl8Ti9+JiJgAhYN/a2sLs7Cze/e53o1ar4ZVXXsHm5mZYWGs9rctpP8Oxq2tkQQR19VQ4rWtLi6PHreh+SqYSiGIyfnTOYWpqCkeOHEG/38f8/HwQyJmZGZw9exb33XdfpFaYp/VZF5trwudR2Wlag0yuSLstw9S101iT/fZ6o723fF6ca2rDDPbNcZBuzI9yP6a9OsKGWdYgWBxEG91vpRGfOzMzE+4A5UHUVtl+uyznLTVdbPu6nvKmgqoWNC7e1Pc178TPkIl4xIdaLcZqzDNubW3hypUrqFaroXiB47Wxpi6mbdYN18+oS6tMz7mq4lKlpO4TmWpxcTGCyrLCqVwuo1gshpxlq9XCjRs3sLq6im63i9nZWczMzODy5cuB9pOTk5Fr4lkxo8zPMdKFZqUVyyM15qfV5f+6FYufU7yBHoQCPGrNdf6aelE8QteI1y1wxxALMqgU+Zq12nEemzZ1yTXOVcXDaqxCoYBarRZRULTQu7W7siuFjYJF14WEZtOiZdVsVvtqDKZaWGMb/Zvf1RpJXiO4urqKr3/96+FyVM2TxcXD/Htcs7su9PMK7Ki1VWHQs4VYNKHlaXTR2R9dSe7LZP1svV5HrVbDxsYGpqamkMvlwtX1PK+IW8X4LI3pVMmoIHFXjFogMn673Q5AlBVu9sVUSly8yM/YfDddT8UENN7XeJU0I8JK4aQCVH60AqmKg035jmAZQxc7XoYWtVoteCYaR+sGkLi278eUMPGqwqbaTFMJ1NqqedgPGQEYVbKwD/Zv4yQFVFRz84Q6ulRLS0sRxE/3JLLFEdUKv7pYalE4Hsa9qn21TpNCospG63254MAIYVSQrdvtYmpqKlS2ELxJJBLY2NjA0tIScrlccLkISrEEj8JKmmrNLOkKROuEOUfSQz0eCwIqzdiXrfLh9+z36U6rYrbAXbFYRD6fR7/fD8qXn+OzST/N61plquuooRHXyHo6pEGlUkEymQw05MHeBOruaMx5J1pc3MbN1tREDOa5eZjIIb+vwsbXLCqrLg7jDnV/aBlarVZkqxZdQ9W41vqqy6qLaOfJscTVfvJvFUw9jtMuOsduc76sdlJ6coxUQrOzs3jHO96BbDaLb37zm3j99ddRq9VCVRD3aqpFoqvP1xKJQWF9KpUKJycAo/OGSCtaUFsvTVdPNyjoMSwUYP2fQqmMTwUCRL0kbaQ5XXVN7dijX7h+dtua5SHlW4tdWNeY/9M6ej86jE5j7d3aXdmVAkRjMr2+TV1VEtUKtHVJSFxbaaJWVMEiq20JbhBsIePk8/lgKexi2RK2uKbAFRBfIhgHMAEIiCsZRfdBqvKwQAr7IYN2u13cf//9+MEf/EFks1k0m0288cYbSCaTmJubw8LCAvL5PLa2tlCv1yMJcy2HJBLLYm9N3qsHwxhU3UzSVEEkuuP0ehRZVYRUc43Wqtq4kzQHEKFVOp0O1zhwXkp/PkfjwnFrSfp67yM3oVvXmrRT5aQ8Qw9lJ/65Kwd8qWurV6Lp5FQL06rw6gMVQnVVuLDOuVB2RevAS4PItEwOayqAAAatKk9Y5zm42tTVsQKrrpJ1dS3aHBc7K6jFMdKVVeblVjXGiXwuv0MAZmJiAkePHg1VUqQPEA0pyFAEUchknCuPUCGtut1u2Gur8RnrermPVjckUNHolYocB111G7Jw3hRCKgwq6JmZmXCCxubmZqR22HsfLkBaXl4OAmG9HirOOCG0a0lPyFp59bB0U4RiBFrgQHqNa3cFrVWom5bL5j8twwMIheycuDK3BWuo5Zn/s3k5vS6PygCIxlFkWk1kU7j5t7qotAK0aBoj6UIDCIANdz4oGmxjNhUSpQ13pMzPzwdQjWN3zoUdKJcuXcIzzzyDQqGAixcvRupHnXMRsMQexKz5Qbq/GqurEmEBPxFjvV6RSoSCQ3pz/TTPa8MEVXaKBfBzmUwm7D+lkLAuVj0CTd1xzRlSaG5TXVx1ZRVdt+isgklUQKoE9PNszASMa3ftxHeNxVS7cCFs4M1DfGkN9XJW1VgKuWtNpLo9zrmgqVWwLIqnR5HYZ7HPOI3Lpgzk/QiMYjxdKBQi5+gkk8lg3eghKJKpu07oZtKN1OerMtnY2MCrr76Kz3zmM8hms7h69Wo4n0n7p4LUMjMeAM74VK1DPp9HqVTC1atXI9aDsR4wUECFQgHd7uC2blpZno9EejPWpsXR/CPjUPKGKiZaYN62pic5plIpzM3NRS61YuxHrEFDKzYKmYZCpK/iBFzTuHVXT0gNC9dNf+/U7gogROIBo+S5TQSTOAAiB/iqq6pHaKjbwbybuorKjHS51P2hcqD7RTcPiC/61vnYxVXCq5UARgBOt9tFrVYLWpawP5kOQIjLFBDhOMjArKLRk8kpWPQgOp0Ozp07F+jHmA8Y7eZXzU/XVK/PUw8gkUiEKxqY6gEQvBMKWz6fD7+np6dRq9WwtLSEiYnBbeHd7mDPJGNRRaJJN9ZCA6NTJnQeGgIp75w8eRLf8z3fg6WlJTz77LPhIC2byrEuKZUFw684rMN6Nvq+/tbzsazXo8Uo49q+CyfTB5r20Amz2XiEAESclSKjahpCASNqU2C7j0/h4CKpO0NrQXjdaloujrrktHyacKdl4i6Hra2tIJhWk/J79vZmiyC22+1g0Wyxhiq7crmMbDaLjY2NkC5h3lPzf6oMNX3Bs3S0QMT70TEopKsysgI07XYbs7OzOHnyJJaXl7GxsYFDhw7h8OHDWFlZCcqhVCqhVCrBORfuWuX3a7Va+BzpT49BASst1C8Wi+Gmcwu80bpTQWn6hP9TyalXZpVzHFKvAhx3X47yoRqUuLbvaC19egqnam2dmAIBtAys+CDqpkJutb9Ntai2o6sEjOIY2xTwIaOpC8y+LARPAWQsx3ESpWRynjlMdbs1H6eKiMlqdfFUcNgoVJqfVc2tn282m+FwK2Ck0NR9ZkzJlIoCWYw/teBcLRJLCScmBtc9HDp0CK1WCzMzM3jb296GU6dO4ZVXXglby06fPo1Tp06h1Wrh6tWr2NjYiOQHSTeuiZ4woAqQ67awsIBvfvObWFhYwMbGRkTIFLxS/tB4UuNfGxYpnmB5R/lWXeFx+d3bFk7n3BSA/x3AdwHwAP4OgNcAfBbAaQBvAPiY9359l34CQyeTo0tkdOIktlorakOmXfi/nt9qCarPVNBBmZyopo3ZOBZlxjhCxgEB+kwVEt2zmMvlgtussRoQPS6F7nehUECv10OlUgnCSoupcSJpQXeXBeykGe9PIb2A7dv1FBmfmJgI5Xzsn0CHrhcwUnLqdVAxEJgiMPPggw/ibW97G9bW1rCwsIDjx4/je7/3e/HYY4+FCq3Lly+H41QmJiawtLSEhYWFSNyoRfMqVJ1OBzdv3kSlUgkgFK/54Hi1citOmCz4YxF4W7VEeqirqviFehW0mncqlfJrAP7Ye/+Tzrk0gBwGt1v/qff+V5xznwLwKQx2quzYLILJ1+ICcAoS3UXm2BTt1ZSKQu3sV90IMjIZlUcu2iMsFXwAovsqgag2pYvF/ykcemcJ0xa8h+TIkSNotVq4cuVKJI604AEAzMzM4NChQ6jX6yGVwXnQZaP7BCAoG46Tp+qri6bn5NDNJf2JiBPIIfhGIMs5Fznoip6LIqiKTnvvsbKygm63i4WFheDSt9vtcFM1d8y87W1vw/z8PC5cuIBr167h6NGjOHPmDLLZLM6ePYuvf/3rWF1djaw347pcLheOYKnX6+EWNOdc2ACgJy6qoWB/6oFx3a3XNU4hayOPqoeoQkrlpRs64tpeTkIoA/h+AD8zfHAbQNs591EAHxh+7Lcx2K2yq3BySxF/Wq1WuDKATEJmTaVGF8oS5QMQsZh0d0gUJTA1Gt/nZ7vdbmBollgdPnwY5XIZzWYT6+vrQSCZwtCa1jh3mc+m66gIIy19p9PBiRMn8MQTT2BlZSUcKmUXlS2RSESuAgSAcrmMfn+wBYl1swR/CMA0Go1gpev1OrrdLu677z6k02nU6/XgJnLvKOPHfr+PpaUlHDp0CB/5yEdw+vRpfPrTn8a5c+cCo7EwgvRUxcVYju4nj5lk/pGb3F944QVcvnwZN27cCEjr1atXwyl4vV4PhUIBjz76KH74h38YGxsbqFQqocqLSlG3z9HDaDQa4VRBxsjkibgjUTRFppafRfxUOArg8HVFsNXKWgMBRAsmKKi7Fb/vxXI+AGAZwG85596JwTGYPwtg1ns/P/zMAoDZuC87OUOIQsW8Hd03upmcLBmFmvz7vu/7cPHiRVy9ejWcaJ5MJoPAqnW0yWUuAIlCAaWwqeWlqxlX0KxaThfDaj6tPqLWpGWm8K6vr2NjYyP0ZYWd/XrvUa/Xsba2FmIwVWRaQ6txaKvVwvT0NM6cOYP19XVcv349pG+Yj6R7rbW7qVQKtVoN09PTeOtb34pHH3007D6h5en1eqGYXeeq+y0poPRQ9IxZ5xwuXrwYGDyVSuHatWv42te+hmq1CgBYXl4GAExPT+PIkSOYn58Px2wy/UQ0lwxPT0Xjbo6RQkOlrZ4C10AtvlYuWUuqHpuuVxzv2Z01Fh+IA0K17UU4UwAeB/D3vffPOOd+DQMXNjTvvXfOxT7FyxlCmUzGA4hYQVaikDgaew2/j7m5OayuruLmzZuRyZIojIP0hwSwMSMtH91axiJra2thm5geLUEBVWHnb/a9k2uiMW8ikcDa2hq+8Y1vhDiQbqhaIZ0fLQtL9kgXuuO6uOoZzM3N4cknn8Rrr72GlZUV9Ho9TE1NBY/j6NGjeOihh9BsNnHx4sWwLzSdTqNWq+GZZ57B+fPnsbKyEuhLC61VQYnE6FAs0oQuMRUK3U8KBl+j9Wg0Gnj++edx7do1TE9Ph/TNq6++ikQigbNnz+Lll18Ot56xMZan4uA9MCxIsNkA0tRaN82xaxxqY06r9DXEinOBqTyo2OM+t1Pbi3BeB3Dde//M8P/fw0A4F51zc977eefcHICl3TrSAVHzMw8HbD+DhZ/7q7/6KywuLoYzWNkXk/aWKNpIHEtotRbMmerWNY1/9SoIPtvGHuMamYfaut1uhxukKSi2XE+fo1uvjhw5EtxQLUC35++SFjb/xz7z+Ty+53u+Bx/60Idw/fp1fO5zn8Pa2lpIvbRaLXz9619Hp9MJlx0BAyZnSSNRVu4BVXeTcbYWBXjvwxa2ZDIZYmgWJDDVs7GxgenpaQCDAor5+fkIkENrRKXOOVPZ82Zzosu6XgrqaAUPx6eWVL9P3qS1Z59xwqn8QH5jXza9t1vb9RPe+wXn3DXn3Fu8968BeBrA2eHPJwD8CvZ4hpCafmUYorY6ePr07XYbL774IoDR1iR1adT1ZNP4gcKpBdn2KExgBB5xHBrP6Fjt/zrmcXO25XuMf7iwOlb9n249k/ZTU1Mh1aIWWQsbyERLS0t45plnwuZqKgbeg/LQQw/hwQcfDEUCtNjcHMzvsaSPMaRewTA1NYVMJhOsFGN0LZdjCSWRZQon41JuBqew8fpHXgdJgVYQS1FV9k0FV6vVIjt1FAjT35yv8hrpqbtslKeUT2w4onzLRotMHqGC4RrttjNlr2jt3wfwO26A1F4C8J9icDjY7zrnPgngCoCP7aUjuyOAgAiJpTlEEoC7JCw0rQE8m0XUVKOTGFoFRJeLqR3GwgroAPEw+V5ck2azGYARZQKN9agE1PXiM3gQNOtEq9VqOAiadOHY6fpOTk6iXq/jwoULIZ/KIzKAAdNUq1VcuXIFb7zxRoh/GSey3pfHbFy9ejXQjpaA8SCP9FQLrZsT+FyW2m1uboZ0hzIpP0/viMX3PO9oYWEh5LnpTWhoo1fIJxKJYLkVENK1UxeX/MTPaWpOwyv1mBQs0n7Jg6STCqZF/W2O1LY9Caf3/gUAT8S89fRevq+D0QnTOuhNVcPnRQRDi6lJEC7guDwl+yHzcluUakMG/ayzpfvEBWIfViEoaKVxiD6Xjd9VQWQ6hMykLpG6peyX8aUKJseoB3sxjqYbpZVTGxsbyOfzKJfLaDQaePHFF7G8vIxr167h5s2byGQyqNVqAW0uFAo4cuRIAN+si02LyouFSE9VRMzlaZ53fX2QCmcuFUAouKCQK/0onOvr62GzMmnG4gg+V8E/jRu1WRCGCoL0tqCcgkH8nq0osjzOz1AouabqQdGd36nta4UQrRRdGZ0AraYWgQODhWM8xMQ4QRt1E4AoAVVb9nq9sKFbC6qBqNtJYlHg+Qx1N6kUFJHbCXWjG1ir1UJCnc+nqwlETwTQeXERmb/jbhZbHaPj19MkyGi04MlkEmtra6jVanjttdewvr6ObrcbUNBGo4FcLgfvRyV69Xo9hAJbW1uYmppCt9vFjRs3QoKfdOYYmMIhIswYj6kpljmqC68uIEv2WMpHhcD5KjZApaZli3YbnbqjqmxV0VuUl+tigUaNX+OwBw2PuEaqBOjlaH46ru375bmqMSyDknm1RM5W9ag14d903WiVSXQCIs65cN0dfzStwxPhqX3V2pLAJK4id3w2gMgxiQrE8HsEOXheDz+rC2sXmDTh81mEQXoBCICa96PUD4WVDDsxMYEjR44gn88HYeRcGd+R3izSAIBqtYpDhw5hamoK1Wo1zIuHijEedm6w95Xbs7hueq29XqVAT4Db09S6AANBYnkgG61iOp1GuVxGr9cLqRpbLaX0tziHekAau+pRNJrS01jTnj9EcIxAnuIF+jybdmFf1kuwbd/PEAIQmJPBvDa1IPybliPuM9YKalyp1o2xjBLd7uuzgTv7pHa1OVj2ozlUHR+ASAxEIcrlckgmk5Er8uzc9H+Ne3S8wMj7IHhki6lpcZir1FI+urwUeLrGnFsikQgWkMxO5UnXnNbAxud8T0+XUOvDPux76pJyHTnOQqGA6elpeO+xtLQUPq9FHlwn/s3xKNjDpm6lxRNsfKj98D21wrpeynfaKLgcg+bo49q+CmcymQxnogKjChgAETclLp/EhSDxdXeKlklxEWhpyNy0WPbOCi6uFRAVdF1k/qa21xO9mb/TXJwuMi3y9PR0OBaFVk5dJl1s1bzqDnMc6rbZ+FdpR+VE4dMcIJFTjf0oOHTBOHZFx4mY87s6HitwCo5wDBoOqLXRPrhtTi0Tn0fLy8PLeOIFhU7xBT6L8S/dSq6lVbY27qTw6xi16J9roGup2/F0fXR+O7W7smWMAklNTa0OIAge4wsVVnVRFLDh98goGn+R+WixisUiut1uOHrEgju0PhZM0HFwXOq6WmvK33T7iASzUocHPummcW06L31NYxwyllojfk7fc84FoEc/r1ZXQQvOt9VqxZ54r8yq4YNaFHXZLEPSg9A5av/8nAp4u93G+vp6EBDG3ABw4sQJvPWtb8XKygpeeeWVkBEgLdSrIcBFy0/FrQLEMStuocqaO4yo1JSPdPzWyKhHxrHcM5ZTNShdJHXDLMDDv4vFIur1eijPUleTC0fNqnGhpkucc8G9083ByoyWOYBoeZ2NXfgMul22IILuLAEZKolKpRIpvtBmAYY45NG6rqrplaGIhOt5NpqysCCIWnwqTlWKmv5QpleLS1rzOZqAB6IpqTirr8qCa6apIs4JGBXwl0ol3HfffUGANjY2godG5aEKRCvR+Dylu6b6+JoqNY1brcVXl1x5wdIAiOImcW1fhTOVSoWryYGRlaR2tv47W7FYDDEKhUGZhm6PEpyfJyBiXVJ17dSFUZQtTjCAUXKZCDPdJf7P11KpFEqlUjh+k0jt2tpa5LvaOA59lmpx6yJp7KMCov3RyhH4UNfZun5UOKSBnjBHJRSnxPi6Anh83cbwyvTAdgxBlWrc57UIxXuPmzdv4ty5c6hUKhFLr2PRdBCNhLqzHBvHo96a0p2fI1+x6fjYD/ncvq/97NT2VTjT6XSok2UliJbkqUalkGizmocLScFUplCtTAZptVqoVCqxrojGiuyD6B8tgx2PXTCNuXSMzrmQk+OxG+pFWCYYt5AKmFhBVaXDuaiS0WNMaIkoiBynBTzIfDoe/Z9MahWGKjo+S6uX1MpokQCfze/TK9INChyrpqAWFxdDmOKcQ7lcDsAV14xIN+mkV3PouDkWG0o5NwJyqAgZs3IcbJyTovGquOKscVzbV+HMZrN417vehStXruDmzZtYWVmJRcUobBx8rVYLbqHmpIBRFQ1dN50sBYBMoKeXM74iY+vffK4eNG1jOC4cF1F3MihookdsWCDALn7cD8eqCoVj4P9kFi1pZN+ZTCZSXM+xNptNdDqdsO2M1pVCRHdY3d84C0JU1NaPWiXBdNc4y8tm6atMrR4J0xi0gKxqKpVKYZO44hO6p1aVqAqduvIaL+pcgBHSHIe2UiitFxPnvtoY1LZ9Fc5yuYwPf/jD+OIXv4hqtRqB9bVZbVKtVuH9YLcDMEIQWWXCxQdGbhSJQ+aw1RhkKNXs9vl0R1VzkuCaU6NQMpZjlQ5zeXweFUChUAjP4A4ManW1HsDoOBHOi7E60VNeI8H4ljlFVUyaMqHF5K3TZHjFAPhdjc2A6JY/CrDuCkkmkyHfyWolusb8rIYTpEucZQZGOV5eqMTvc2xcHyoIjj+dTmNmZia8p4qJ89VQimuq3gkBH/U0uFtJK4SUx/gs8pbOR+NPTcvdtuV0zv1XAP4zDI4oeQmD2to5AJ8BcAiDPZ4/7Qcbscc2MmahUAiClc/nw92FbGQiEk8PGrYuDhsXXC2juir8DrWaLoLuWgGi7rPGb3zNxlAUlEOHDqHb7QZrqRZRv6fxL69sp4uvKR51fRW91OogXWQbx9kYjvSh9SAjWYuo81K66Hucm5a+sREc43X3/KyOh3Nkf+oeci5qgYDRPZjeDw7w4o3cSmeir2xq/awnovGsltZZ91oLXDQmp7Cq2xrn5mpT1356ehpLS+M3c+3lJITjAP5LAG/z3jedc7+LwQ3XHwbwz7z3n3HO/TqATwL4Fzv11e12sbS0hI2NjQgsreifxhPWlSNhbeCtqKnGZWGSJtHPvofzi/xmUxAo7rvUlLR8zrlwUaq6z7rocYCXMr4yPf+n1qYCoOKiJVdmUmHj67Y6B0DIW6oF1mfq3OOaMqCmkzSG5Yn7KpwW4AG2H1WpSpUCovtYnRuUQnLd+dsi1kpHyy92rnxNd7JwXLSCVJKKTnPtVfHZsCruOVS609PT25S/tr26tSkAWedcB4Pzg+YBfBDATw3f/20Av4xdhLNWq+FrX/sazp07h6WlpVCVopPS2le+xtpNxlfWwjjnIicrWJSVBKCLQgTSLpo2C0CowFsG1uQ8k+asReU81IXUmIa7/6mh7cZxxpIshyPzZTIZlEqlcB6PKhIKMS0mXVmdLz9n85ucL/tT0EMtFGnBNJbuW1VForGagkSactFm3Vt+VuPJtbU1rK6uhlSECj6behKqrKyHwXlpoQPHRYuptNE+WIPMrXgKpKkVtfPjj1r4uLaX/Zw3nHP/GMBVAE0AX8DAjd3w3jNQuw7g+G591Wo1PPvss1hdXQ0bbVnlQSLZmEvjD9YjcisQYxlaBkt49sUYTJFCbbqw9vtx8RAXm0xDwVxeXkatVkOr1UKhUAiF29YSkZkSiUQkJrUWnt/jPkhuofJDoKdQKIRaVp2LltRpbpLKjc/JZDLhECz1TKz211jM0oJ963lEVES6Lvy+7Tuuzzg60Q2cmpqKAGuqONVqqrXWWFM/y0YesakiuydUCy30xgCun0Ws7Tzs/Obn53f0UPbi1k4D+CgGZwltAPjXAD602/fk++EMoXQ6jYWFhTD5TqcTDjoe810kEomwKwIYbbalVk0mk5HclQoP+7C74rl4WoergqiWQ7W8jkvjIC6+JvPJoFbRqDUARol0C86olU+lBmfnJJPJiEtHb4F9ayMYRLdQFY49XV2tLv+28ae1PHydBfDcRK2nFmipoNIhThHaOXAsCmbxxIV+vx9O/uf7WppIelpvwWIA6h1p2oX9aYzP8WhxhN4bw61y5AnrrrPpOm9sbNyecAL4GwAue++Xhw/6AwDfC2DKOZcaWs8TAG7EfdnLGULZbNbXarVQ36oaSBeLRFEGUc2mQAndSII78tzQhxYhkECW4fh8K4y6UCq0ylgc55EjR3D06FHcvHkzcoKfLpK6ysBoEwAFW5nfan++zxMMeeaRpRUwEE7SmS42XWAin1Zh6fPjLIGCJPzh9jWr1NRaqUdkrYpl4rj4kIKzubkZOQ0+TnFyPZRuamk1JmchgZ5mz8+TtzTu5RypPJnO0TXjmJWWfL6mrLhGduyRNRz7zqhdBfCkcy6HgVv7NIBvAPgygJ/EALHd8zElLD4gkfL5fHDNbEzHySk8r/ER408SzCaJ9blxQAwZgN+LsyaqDS3Sa5n45MmT+K7v+i4457CwsLAtXrHP1nhPIXqOn+8zR8uxcKcJr7vjOLQxtZBKpZDL5dDtdlGpVCK1zJrCsu4mlZKOiZZYhUiLNEgnFXpVbipImou1IYx+hv1rbtvG1Dp3KmP1AnR+OnaGJFpvq8KiWw41LOC4jx07hq2trXB4Nfsj/eK2BKrlLBaLAXOIay4uaN32Ief+OwD/EYAugOcxSKscx0AwZ4av/cfe+9bYTjA4fe/kyZOBwNQqjLuovZSgqnn4GRKWMQCvTm+328hmsyiVSkgmk2HzMDWfai1NySiDlctlHD58GL1eDysrK6jX64GpdtKIpVIJDz30EIrFIi5evIgrV64ExtRrGKwSIdPSOujlPBY80UIDotzcUWMtBDU+raaCUfwMrar9DpsyOsfH/C3d43q9Hm685kkNdHG3trZQLBYj29NId71qgV6QPZdYPSLnXACEVldXw1lBelCXzpO0tEg/f3P81jPQ0IPjJt20oKXf7+PBBx8MR8fo3lMCnTxahnOikk0mk0Fhrq6uotPpxJrPvR5T8o8A/CPz8iUA79vL97VZN4REJOG4ePLsyD5JdVWUGflddU/4PHXZ2I91ofk/y/wUVNAf+32WgTUaDVy6dCkc96Fb4Mhk9nkTE6OLhMkwOla1Vpwf50vLqq4nmcwypAV5LC10TvYzVnloDOacC1aYtEgkEqFowjkXbi3X2mddKw0XOHf1evQz9JI0zlY3Og6MsfPk3zassS45rT6VhNKD32HGgUgtPSDG9LyFbWtrK4RliUQiVLTFbXzQtu9bxlQouOB6XAOZyxKKf+vvuFiCxGT/KhSae+Qz+DoJyyICCoC1ShwjGwUZQCgz5OIRMNDxqoVU5rKCad1Hzls3iKuLahXOTrHMrTSlF4BQEkdlpgpUt4S1Wq1QBqluIS2JusGKDFuFSa9D11Vppuuk3pWNpXU+qtBsrMs1ips7G+t57Zhp0YFRKoq8xHLKvbS7cj8niaboJBCts9S/6QbqAlCj87f2QeYARvGTllbFIZEat9HlovZU5WBjJDKN1m4qass+x7mVfM1aOp07aabMZ7U/x6N97CVkUWaM+w4VglWMmUwGxWIxpMMUVWV8rPRTa6fj5xg0vrW00DhPlYBdFztu9X5UaK0HxvnrbyoFtZa2L93ypVvyWEe8vLwcbp0jHzCMsIo7rt2VKwBV+6rbwKaLQyLEMZqiuqrd1OVToMUSQ2NHCzIQyaO1i2MaAAFCp1KgJSXzAghxr0VIeeiyWn3rQtOaWyuRSCQiuTaOQZmJifSdmn6H/9u1UDqTyZhjVgEkvRRVZ8qHdaqMlTUfSaVpQS1iBOQBLcBXnrIxpc7NNiuoqpSUvgAiHoANjRKJBPL5fKA7z+tVIeXm+jjly9rjndq+nyFkd5OnUqmQu1Piqmtm40YbJ1g0z8YTbBqr0hLZHTDjFlrHpdaGFpDMx+v6GIfmcrmgJJh20CvPOT9r/dQd5+vqgmtuj2PR+ccx5l7WJ26+mrskDdvtNhqNBmq1WgA9SFcgehO2FSYdoypsHb+NH8kr/JzSycaC/FGPKm5eupZKM4u2qvLWz7M6ijyoffd6g+svyFtKS8adu4Ued+WALytEbLoYKpC2zEktnII/fI+Lwh+1kMrk6spqQpuv29iWY9S5aP6Vxd5M+/CKPmCQ/iiXy5EtZIwXNRaz49U7SawQ60+c27YXAVXUmjRR95v/67V/dN263W4khUDEOy5GU8unwsj+LGCm66lWzsaYcQpcaUD6Wx5RV1sb157j0cot8hvHp9VVfE2rs3TrIHcMUYiJyt9Tbq0KA90BazGBqBZX4dQYgUQhAKTpGWo7us3KxHw2tTsFUzcEKwNZIIFE5Y9WKjGXmEgM7h2hRs7lcigUCpET7rlg7FcZkc+la0SX0caq1iV+s01RU0t3AjeKKpJJtYaY6RC632Ru7hvlnSpaOUU3nxdJsW+urbq4+h2L5Opvfod8MY4m1n1V5Uve4XY1KhA25Tf+r7ylmADLTHmNhfc+3JVqnxvX9pTnvFMtk8n4U6dObXudp4LraeU2CW8nYgGMQqEA5wbn08bl78aBAwAibq1aHULkZDieP0SBYZzFfKOWEQLYdqgXrYQWSTMfSEZn1QnHs9PxiXw+/1ZLwO/oeaxKDyqobreLfD6/zfLZ9IkytFoW3tepXozu2ySiS4ZVFJzrre/TIjMlAYyOJdH4lDlKBQTpNtp5k+YqbKoIOGe9ZJf90XKqUJJP4kImu1Z2PolEIuTfi8UiFhYW0G63bz3P+e1u1Hhq9vU9y3SWKHp/JK0WBUSRV9vUUrEvIFocoEl4LnK3241clmPLvtQVZUzLShQVXM7Luq3quuq2JBtLUVAsoGPDhXHAiBUYCiPn2263QxED6W7dVSoVPfZDc5qMkUkfuvQKAFGxcCzqTlJpsBSRz9bDxynsOm8VWnWZtXxPLS4Vjq6vpnm0f+ttWJ6yNNb4WctWd2v7LpxxE9KSOTX5ujhA/AZWul78br/fj8Q2fKaNQdT1ARBhcrWWFkFUxJKuG5/Jnf+ahuHn1PJwTmRcVSYWzNHT2BWwUNooUytqC0QVh6WbFjUo4/P/TqeDYrEY8WT4nm7tYxUUUch+f1SdoxVZCuRpesaioZpW4SFZ+lnSmMrMllRyDqokSRPSstfrhVQIvTZFojOZTMhj8rnqsmqKjc3+r16G5W1d13HtnrCc6gYp6BEHxPBvK3zUlFx0ZXArAMqMcaiexnN0lSgM3A3BfhRc0GeQgdkfYXnVoOoK2moUnbMKEenC8fLzKpCWSa011t+q2FSILSKttKQw6VrR9bQpEgobFZaeU6SACeli58YKI6UPacmKpLh1VGWsc4kDhtS65vP5sD6ME+2cODbbl64Rx6Bxr8bkqVRqG95i2z0hnOqCMAZhUzRWtac2nttjc47AyNKpptbNyfp8fQ7/Vi2t6QT2TdBnfX093LysikNddj0xHECwNspEagUSiUSIf6wCoeXiflh1czlf0kZpZl157oe1bjJ/84o/Wny1HqpkNLdMYVS3mN9TQaNSUMur687xKcBH+tJ95txJa/V08vl8cE/1YiN1bbmO/PyxY8cAAFeuXAmpL16NqAoVGG33G9cULLJen/LTuHZPCScZKi7vGBcbqrtAxmFhtloC9f0VaWMfdgz2feakqOnIBOl0GidPnkQqlcKlS5fCdXjJZDJsjuYhZuoaAqMtXXotu25OZlMro2PVEkU29RD4eT7bootqUdRyazymJ/GzqSVhCkXjPr3Il4CVPtMKq7rAcbGzuvs2Ttd107yq5S0rVFQ0dG2JJj/yyCP4/u//fkxOTuLf//t/j9deey1cVhyHW1hLrOMCth+SrkIalwmwbd+F08Y+2rgwSkggPta0fcbB28pI9nMa2KubpuVympPiuLggCqKQ8TSG4UkFzWYzskiqrVWh0L20VwNorKRKg0JM5rWWRV01/Y6lkbrDSjNFRLk2pB2BO91pws9oX1QSqtTUA2DsqdVZXAfliTjUWHej0PKSXlwTzUPaQgoq8EwmE67GOHXqFJ5++mkUCgWsra3h8uXLoUDGjh1AUHzj+FRjXPbB1xkq3VPCuVOjT08ttZMgs1EoWPmvDEpGUvBHoXMSxxY5KEBFzc74BhgI6dbWFlqtFq5evYpeb3B8IwVTN9NyXFrGpYKmTMxxce4KoihjKiihFk+FkmMlHQjO2PhL3VHOTfO9LKTQ+JfPpkBw/Hp7GZ9BkMx6R+pBUGlqKKIuMPtStFSvmFB3W0EqVcoEfaxy4GukDXEFpuT0+8lkMvBBMpnEzZs3I8/g2ig/W7px7nzWTsK5r3lO51wVwGvf5sccBrDy1/wZ3wlz+E55xre7/1Pe+yNxb+y35XzNex93ff0da865b/x1f8Z3why+U56xH3MY13b3Gw/aQTtod6UdCOdBO2j3aNtv4fz0wTPuif4PnnHv9D+27SsgdNAO2kHbeztwaw/aQbtH24FwHrSDdo+2fRNO59yHnHOvOeded8596g70d9I592Xn3Fnn3CvOuZ8dvv7LzrkbzrkXhj8fvs3nvOGce2nY1zeGr8045/7EOXdh+Hv6Nvp/i4z1BefcpnPu5253Hs6533TOLTnnXpbXYsftBu1/Ga7Ni865x2+x///JOffqsI8/dM5NDV8/7Zxrylx+/TbmMJYuzrlfHM7hNefcf3Abz/is9P+Gc+6F25nHLTetQPl2/QBIArgI4EEAaQDfwuBKwdvpcw7A48O/iwDOA3gbBred/YM7OPY3ABw2r/2PAD41/PtTAH71DtJpAcCp250HgO8H8DiAl3cbNwbXOf4RAAfgSQDP3GL/PwggNfz7V6X/0/q525xDLF2Ga/8tAJMY3OtzEUDyVp5h3v8nAP7b25nHrf7sl+V8H4DXvfeX/OCC3c9gcDnSLTfv/bz3/rnh31UA57CHm87uUPsoBtceYvj7x+5Qv08DuOi9v3K7HXnv/wzAmnl53Lg/CuBf+kH7Ogb34My92f6991/wo5vnvo7BHTq33MbMYVz7KIDPeO9b3vvLAF7HHg493+kZblBb9zEA//cex3BH234J53EA1+T/PV0ZuNfmnDsN4N0Anhm+9PeGrtVv3o7LOWwewBecc990gxvTAGDWez8//HsBwOxtPoPt44gywp2cBzB+3N+O9fk7GFhjtgecc887577qnHvqNvuOo8u3Yw5PAVj03l+Q1+7kPHZsf+0BIedcAcDvA/g57/0mBhf4ngHwLgwu+f0nt/mI7/PePw7ghwD8F86579c3/cDfue18lHMuDeAjGFyxCNz5eUTanRp3XHPO/RIG9+r8zvCleQD3e+/fDeDnAfxfzrnSLXb/baWLaX8LUWV5J+exa9sv4bwB4KT8P/bKwDfTnHMTGAjm73jv/wAAvPeL3vue974P4H/DLdznos17f2P4ewnAHw77W6TbN/y9dDvPGLYfAvCc935x+Lw7Oo9hGzfuO7Y+zrmfAfAjAP72UAFg6GquDv/+Jgbx4CO30v8OdLmjPOacSwH4DwF8Vp59x+axl7ZfwvksgIedcw8MLcTHAXzudjocxgO/AeCc9/6fyusaK/04gJftd9/EM/LOuSL/xgDweBmDsX9i+LFPYA/XH+6hRbT0nZyHtHHj/hyA/2SI2j4JoCLu756bc+5DAP4hgI947xvy+hHnXHL494MAHsbgIqw33Xagy+cAfNw5N+mce2D4jL+6lWcM298A8Kr3/ro8+47NY09tv5AnDBDB8xhom1+6A/19HwZu2YsAXhj+fBjA/wngpeHrnwMwdxvPeBADBPBbAF7huAEcAvCnAC4A+CKAmducSx7AKoCyvHZb88BA0OcBdDCIvz45btwYoLT/63BtXgLwxC32/zoGcR/X49eHn/2JIf1eAPAcgB+9jTmMpQuAXxrO4TUAP3Srzxi+/n8A+M/NZ29pHrf6c1C+d9AO2j3absutdXe4sOCgHbSDNmq3bDmHvvd5AD+AgTvwLIC/5b0/e+eGd9AO2v9/2+1YzjteWHDQDtpBG7XbOaYkLun73fZDw8T93x3+/Z7JyUkG17GHG92KJbf93Ko34H30di3b17jxxn3PfofXkPf7fdRqtXColJMT8HhIlffb74q0NOP/esCUjsH7+DtmdNw7zWu3zwpIEg4Ys+PUw7v0ZD7SS7+zU7/6fP6t59fqPTc6F36X79m+x9F0HE3GfX7c9+3tBpZH5NjOu3NXivf+0xhuWM1kMv7+++8Pp7tRUHnzlnwHwIjx9PhHtriJ8n89oZsnw9nv25PQ+b9z0QtpeBodz5nl6zwakn3oaXcch/c+HAs5NTWFD37wg5icnMSXvvQltFotFAqFcOsUL0rSK/b0ZHnehJzNZgGMrp/jlYPK4DzsuFarhbtWOBf2Z8/mtdfzxaxjhN7sJ+6Snq2trfAaD3XWIy+V1uzbDU/007lz3fSmNR4Ift9992FychLr6+uoVqvhMzxrt9PpYHp6GvV6HbVaLZxUmMvlACAcMs3nkj46FlWSSgNtOlaOV+mkR6jydT2f+dq1a9v6ZLsd4XzTSV8OTI/yt8fa83NxDM/39DebnrCux0Hau07ixmQFnN/Vg43tJah6EryOUzV0v98Pp9C3Wi08++yzSCQS2NjYQCIxuKq+Uqkgk8kgm82G25FJJ73TkXRToc1kMiiXywAQzrvlsZ2kr9Xq9nIejtse7chjHTlH2w9PlacwdzqdbRcWcSy8IpBNzwHmMZr2/FtdX56Obm8345X3bniYNY/DJO1XV1eRSqVw5swZOOdw8+bNcA5tq9WK3ARgrbryg/IKP+O9R7FYRL1eR6PRiIyZfE3FqIdm22fs1G5HOENhAQZC+XEAP7XrA4cLSgLyYF8gOnnrBun7ylRsXDQ9c5avxd2HqNpbGUffB0bCzkZh0ffJVLrIurC0KisrK/Deo1QaVHytrq6iUCggnU6Hk+FpcWgtKUwUSPZfLBZx+PBhrK2tBcvJk8v1dHI9sJlMRUbX8eu5tWoxqJhIRwodGVvdVqW/0oiKrtVqBWuvJ9hbV5Sf53N5MDU9LgCoVCqBHnqmsPU4Hn74YXzkIx+B9x6f//zn8eqrr6Lf7yOfzwcrzB9r4Xdr09PTEf4iTak49La1OGHkVRnj2i0Lp/e+65z7ewD+Xwy2Ov2m9/6Vnb7DiSgRMplMONRZLZD+UDNvbW2FRVM3UydJpmRffB4/y0WYmJgILuLm5mawsqog7F0WtObKsJZ5G41GYECORe9mcc6Fg5oLhUK4PgIYuaP0Jqg0eICyKqV0Oo1GoxEE03uPRqMR5kYXmbd08Xt6pWCv1wtX99GD4CHYFDK9F5NzoHDZ1wCEw7V5SDbvG1HhVVoCQKPRQKFQQCKRCLTqdruYmpoKf+taAgjryXtQ2KjcKNClUgmPPPIINjY2UKlU0Gg0UCqVtgkgadtqtdDv91EoFNDpdLCxsYHDhw8H+k5OTqJWq6FYLIZwhIeaMzzja41GAxMTE+Fqjnq9Ht5XBTmu3VbM6b3/PIDPv4nPB39erwvQKxCA0c3GFGAykmp5dTOtRbRNXTy9J5MMpgyjVsOe5q2vsT97J6Ve78exW7CCfajmVmXDi3i73S5yuVwQeGAUN1YqFRSLxW3AEYDAsGQeDSMsfXh1Aa2dWifOi88k3eiuqtfDfpxz4bZr3v9i10FpmEql8NhjjyGXy+HChcHmj2w2G4QrLja2a6t/qwueSqVw8+ZNfOELX0Cj0UC1WkUul0O/30ez2US9Xg8Kkorq0KFDaLVaWF9fx8TEBIrFIprNZvBkms0mpqamkE6nsbKyEtZf72ullaf7rgpHT8y3d9Hatu/XMXARlcg2ngNG9zRSe9PdUeumd2Nqs+4w+6XFUa2rboxeI6BMT61v+1OB4XH/1LBUMGRGunGKMDJ21XnruPg5xm1bW1soFAqYm5vD0tJSeA6ZXJFeflcVgjKyuri0prSSvPOFTEfLxBg0mUyiUCgExqWgUrD1/k6uIxlSlVSv18Ps7Cw+9rGP4ciRI/it3/otnD9/PsSR9DBsTKzztPeXqHueSqWwtLSEL37xiwAQ6EdlVyqVgvfU6XRCvG+xg0qlgunpaUxNTWFjYwO9Xg+rq6thHlTKel8qgMilWurmE/Qjnce1fd0ypszNBeTVamq1NN6MDFbu0GCz4EHcs9QSANFr+ba2tiLuhVpYe0OzRXjtZzOZTHD51AVlP8pguqAUSCKLVEapVAr1ej245e12G+VyGU888QROnDgR3HwVbFpgXoloaaF0Y9P7S6xnoXSg9fDe4/Tp03jyyScjc1ZBofXnerFfvQ6e6GmhUEA2m43QlbGsteZUDlSaceust4p1Oh2srq5idXU1fM45h5mZGfzoj/4o3vnOd0aMQ7VaxebmZnhGr9dDsVgMrmkqlUK1WkUymcTU1FQkNGk2m2HOiuzr+lBh07LuJJz7bjnVlCtyCMTnmVQY1apawEObnTDjVn6Xbic1Phv7onbW1AL/thZUm15QRKtExlcryTHxh4zPsSgszyvzVIDIvPyuQvVkZL0hzNJWaULNTiBFUxEUAD6XjWNtt9uo1WqRsWcymYjCsGus8atzDpubm/iDP/gDFAoFvP766wCAQqGAfr8f0lDEJhjTWyWvlxhxrkxjKW6hINvExATe+c534pVXXsE3vvGNgL4CCN5ANptFMpnEfffdh/X1dQDAqVOncOPGDUxNTW0DoTSuVuvO9SRvWa9pXLsrVwDq4gFRNFbRLYsAUhtadM/2v1MjIW3so/3FaTMVVlUcZExlcmCA0Ootzhw7F0hdXI1XOQf2dejQofC8dDqNjY0NPP/881hfXw8Mq2kpxnjq8qvmtimKVqsV0EU+gx4NwTrOiRa51+vh0qVLWFhYCB5Bu90OgkLB0pSWxRQ4pkqlgosXL+Itb3kLTp8+jfn5+WCFgBG4MjMzg36/j4WFhRC7aRiic1KUnuGFvVayXq/jq1/9Km7cuBE8E73yUbMJHM9DDz2E7/7u78Yf//Ef48KFCyGNxXGy8TnqHdHl1XEyjBjX9lU4lTkU6VRgx8ZNnU4nMASw/Qp2uzD6DLUO/B61MZ9PQVCX0yqPuFQLn8VxURAJ02ez2ZAe0dSGujqartA4Wsddr9eRTCbRarUCwHLx4sXgdvG59jo5fl/dSI5b6aZxMe8U3dzcDCkKG4eRPpVKBaurq3j44YeDRaPipCtqr92z42A8euzYMTzxxBOo1Wr4/d///UAzWuFMJoO5uTk451Cr1bC5uRlZXwDbPB61arwdnOtAxfnVr34V7XYbuVwOk5OTIZ5keouCOT8/H9xbPmNjYyMAV6SNenFUjIqvqHfB6yF3avtuOdUCEfYmAGAtkrVwwPabgy3QoUG6Ag96cem4PB0XEBgPNsXl5tioUCYnJ1EoFACMLlhVpJEaud/vo1gshotz+VnnRjdELy8vh3yaAiATExPY2NgI/TGeUzrQynOsmvzmGlB4UqkUcrkcstlsAEwonIps01XP5/PBUjNEYAqGY2c6SQESKmMqJ43BmLogUJPJZLCxsYHJyUmUSiUkk0lks1lUq9WgCOK8GaW13pWqypAxsN4/yvEmEomA7Obz+ZACef3113H16lVsbm7i7W9/exAui5Po+nE8yqu8X3Q34dzX/ZyZTMafPn06wtje++CeaZ6If5fL5QDcEFm0F6OqgCpoo8CDltup66NxAb+vqQUutDKTKg9lEDa1FITRFRgCRoCYdam1jM57j2azGcrgaG2AUc6PwsLCBc0DMmYCBkzKPKhq8lwuF4oDNBXQ7/cDqNFut1EsFkPi//Dhw6jVagFF1rVURaC0bTQaeOqpp/DBD34QX/va1/Bnf/ZnKJfLqNfr8FJAwTzjzMwMvPdYXFyMWF96BKpESROlKQWQioZxLN8jf9lYudFoIJVK4fDhwygWi1haWsLy8jJmZmZQr9cxOTmJ97///djc3MSLL74Y1kFLA2n1p6amUK1Wsbq6GtJOrBjrdruoVCpYX19Hq9W6O7W1e2nZbDYIn7Zerxc0NxDNk1Fw4qwmmwbgGu+xLxVsxrXqvhG1ZE2nFkvos/k9C+1TgyoooMKnoIcdP8edy+UiwqRWQpFUBYisK6VgiTarVPTZ7CeTyQTXkEqAXgcZGtieXyYDMn1x5MgRPPTQQ3jwwQdx5coVeO8xPz+PUqkU3GKttGEJoqa9KPAau6mS5tjoGWnajoLJ76bTaWSzWbRarQjqzX7S6TROnjwZFAZpmc1mkc1mkU6nw3PZf6fTicT/tVoN9Xo9PJvoMecTFy5puyeEUy0bmZfE5VXyFBhdKDbNefH/uN/6PLWeNpWjFk6D+Tj3hN+JA1v4WyFzMgG1PF1RPl/jWGp57VMF2aYOOF61MPysjaMtrVTJaY1ss9kMSopFIFQSBH20H3odBIdKpVKwVM899xxWV1dx5coVZLPZUEJHRJrKTwvcVTAYo1Ig6DlonKnrQHefnhbH1mq1UC6XUSqVAvDEMZMPNzc3ce3atZCCmZubQz6fx+LiIl566aUwXlrkRqMR8BGOd3NzM1I8Y9dWw5C4dk8IZ7PZDLsz6Bow5gFGTBrnPmpqgxoq7jP8m32zX3WJqPG4qHydi6ZCoIyg/djcFoCIRdBnq6eggAbf896HeFytbtyzLKilaR2t8lGrr665Kjdl9FarhampqSAsHBNpY9FxqwgzmQySySQ6nQ4uXbqECxcuBOvBGI9rTleZ4ybdlYYqiBpiWGuqsScFklaY69hsNoPnooqn3W6jWq2i3+9jfX0dR48exeOPP45Go4Evf/nLuHLlShgD3XrG3hrm0LBosYHyyk5ILXCPCCe371ArUuOrZtGYUJlIgYC4pi6aEiOOMCSclrQxzuT76pKy6Ti0bwsSUFtyPAQFNL/JviiEFCy10Apo6dgINCiSqwoljlb8Hv9WZNZ7j3w+H5796KOPIp/P49VXXw1u5zi3FhgI5okTJ7C8vBzcO9b9ttvtUHtKGqo3QhBG4002jfPUktuwhQrNIvQMUTY2NoIyoCurpZxaTVatVoPbSmCKVT66durpKEah6UCl/Ti+BfYgnM65kwD+JQang3sAn/be/5pzbgaDMz1PY3CfyMe89+u79RfXuGhTU1PIZDJhp4UuHCdj3TC1GBYcGo5/m+VkY19apcO/lWgUBmt541DQuL7ZB38U8IlbHH0+IX0KsFqTTCYTWxygOWF9xjhFpqg2n8nvTk5OotPpYGpqCj/5kz+JY8eO4bd+67fw8ssvR5TPuEa6UgnlcrkgoIxLWcjAOQEIlVK28ojzjGvqOpKnqFhU0Wv6jvMmEMXnMNWRSqXQbDbx3HPPBdCSZZoWKFRQEtiOkQBRj2k32u3FcnYB/Nfe++fc4AzXbzrn/gTAzwD4U+/9r7jB4V6fAvALe+hv+wOGSNbs7GwAhxR8sW6OwtOM26wVVbQ2DgzSWFPjAvu+uqIcq82T8pk2rgRG1l81PAWHOTwrLArN8ztajscqGY2R1BVWV1CZxioxtjiEVfvh+1NTUyiVSmFDtYJTcW1rawvnzp0LwI4KnnoFdJm5k4Y0t6kG66FwbQlUabzHMERdaL5mrR1BOzYVIB4IwD24rMWl4NIKU+kqdqLWUgWWz9iJdsAehNMPDheeH/5ddc7xwqCPAvjA8GO/DeAruE3hZF6JSVp1ZZWpbc5yJ63I/vmegksKRGmzqKkqApuOUa1uLbPtk2iiCrxFqRXZIyBCYIW5PudcqLml8Gmulv2oizXO7daxk3ZqpbkOa2tr+MpXvoJMJoMXX3wxoLD8rBV4VWCk2+TkZPifa2BDBDJ2uVwOOUaOSxWSPo+xX6FQCLShAiHgxLiXvMY1peCyP8acHD8tKuNHtYb9fj9iSHSu/F+VpoYMcfG6bW8q5nTRC4P2dJmPkzOELDChMRYAXLp0Cd77QAguAitddL8jF4ZlV8lkMpwoAIziWGpPJukJDmjsaCFttY7AyN1jWkXBIC6mIohkCFbI0G3SmJYLrjEOXWq6SXxes9lEp9NBrVYL7pZ+V59bKBTg/aCyirQhrWiJmAKhm7m1tYWjR49iZmYGy8vLWFxcDPPh3CcmJvBHf/RHwdKQuTVNobGqdT3JqARh+D8A5HK5YCnr9Try+Tzuv/9+TE5OYnV1NQge90ymUqmQ4lBP6siRI5iYmMCFCxciICKVC8EnWr1MJoNGo4GpqSlMTk7i+vXr5Fnk83lsbW2hWq2G53ErGLfxaR6cCpI8Sd7hOlKpEFuhtd7Jtd2zcDpzYZABFbxzLvYpXs4QymazXmtnrbtoFzTOVYtzI4FR3MDXFD3LZrPodDpBSOnWWJSPArsTuGSfTUYlwAGMYh/r4mjRgIIHamUUyFEL5r0P1SxalK6pCPan6C7naMEw9Uwo8ARuqASbzWYAhCgElh7sV8Ezu65Ka03Wa0qJngzjuUqlEkmlEc3XfkhrYODqLywsIJ1Oh/OZcrlcwC+KxeI2D4M0YKUVi1zouXW73QASMR3Gfao8VoagnHVTNe1Gi6tjtp5GXNuTcLqYC4MwvBTHez/v3sRlPqqNFRbnQvF1amBO0Gpki8pRELSkip9TxI5NiWbd2jE0iPyvOUm6VRaZJaChJWvpdDocU0IG5Dw09tP0iMZmmlIBRoX8GjfZlJKimxwbgLBHNJFIBEtAhNYqLnW91ZW3binpoq4o11PnqHE1BZDehvcetVotKDIyP9FoC6qQP7jlLpFI4JFHHsHjjz+Os2fP4vnnnw9Wj1ve0ul0OBiMz6Gbrlu/lJbjUiB8X11vxSzisAsFN8e1XfdzukGP2y4Mwi1c5mOtHSel+Tu6RzoZWhS+b3NFyrBkRGpHLRTgj+60sCBDHNI7DolVJuEYNSdKEIdJ8H5/UBLHeEqFud8fbd9SS6e1oZwvmZ8Mq7sf6N6qcHH3Az+nz1DgRFM1BNo0FcPGubAPFTS1pJwbU0jFYjEUJDAtQaHV4gJaHUVEVVD5vEQiEQAk0pl54aNHj+Khhx7C7OwskslkpMJLd7SopczlckGJalUa50wPQk9oUMHdyU1VGtK93a3txXJ+L4CfBvCSc+6F4Wv/DYBfAfC7zrlPAriCwQ3AOzYbi2iKQoVAARsgus3MMgoQ3a5DBrMuowbyGvyzWSEd59oq2sb/6XIq+ABEDzOLA5YARGpidW60EmpBOD9aOAvcqGKxeTUFr2itOA9qejI6rQvzkSo0OgalpdLQAlz9/qDAn6fVseqoVCpFDu5SxaDKVxWgFZyJiQl0Op3gqTCcuH79Ov78z/8cr7zyCqrVavg+U1NbW1uB9olEArVaLdCbRfect3obwMhVV+Vi0zAMnUhjq7ioqHdqe0Fr/xzAOMz36d2+b5uikbrFhsLIxeDEtYAgzp3QeIiEYn8kGmMZFXZg5O4pIePabigsGapcLuO+++4DAMzPz4djRHSx2u02lpeXAy3osqobTiHSPYYaQypI0+l0ImghXWcFIchgfCbpwuM0iXZrTpZWi24vx0Z6xMVLVIy6XtYV1AOvisVisKJ6kFjcnNlXLpfD3NwcvPe4efNmCB1o4Xn64MWLF7GwsIDV1dXAA0pnrXk+c+YMFhcXI0qTJ2RQyVFhqNXUMlClH+NS0tLG/KTJbny37xVCqs252JpPs66iLo5qaJv/JEJmKzLows7MzITtRjy71Ca349pu76u1LxQKmJ2dxdbWFm7evBlxo/ibpwewbz3kSy0TLUA+n4+4tooOZ7PZ8Lk4GmmtqtJerXW/30cul0O73Uaz2YxYFwq2fleVqbUcdn31s+pZsJifAkl3nuPWdBgFoN1uo9VqYXp6Go899hiAQcy+vLwcjhGh68p5WI+DjVYzkUjg2LFj+NEf/VGcO3cOL774IgBsizv5mmICpDufoSEZ56yek8biCsSN89CAu7SfUy2mWgw1/zpoazUpVArIqBusGo8LViwWcfToUVy/fh1ra2sBxLGMpU3dbeua8H0+k0K3sLAQcmx6VAhdR3oHqk1VMNkfP6+IKz+raCWtK+eh8bWeReT9qCZWkWLGaJwDgIjQa8igYYAWN4yLszSdQKFh/KngHd1oMiv5QwVWN7NzfLlcDrlcDrOzs3jkkUfQ7Xbx6quvYnFxEaVSKSg1dSNpYbk+2WwW5XIZzjksLi6iXq+HWHtiYiIUIdi1IYJslTfpZr0VzkuxFOZlx7V93c+ZzWb9mTNnAIw2SlNz2+Svlm1ZNJWLR02uTEINR4CAbsXc3BwefvhhnD17FleuXEG5XA7xjub9gJHw20IIHZ9ab7qgzLtpbovCZSue9MwetU4AQuwHINSYcmysdKH7CgD5fB7ODeo/WeANIOzooFfRbDYjhQXA6FoHKhKlrX6W8bKdI5lRvRBFhtVFpTJUb8E25Uf1oCjUmUwGMzMzAQRKJBI4c+YMPvGJT2B6ehq/8Ru/gS9+8YuhECEOiVdhO3z4MLLZLFZXV0NO07nBiQuFQiHCQ9Z70PHRG9FQIZVKhRw1Qw268ADw1FNP4d/+23+LSqVyb+znVG2qQA8Qf8qAJm518bUPfpcaSlMR7H9paQmJRAKbm5uBEYmmWsHR2JV9WJCJyoVaUudiYXO1sBb4Us2rJWBxVlw/y2dpAQXHqDTm61YQ6LZa7a0WPZlMolwuh/2cVrCV3mRUXU8ValpKKiul97hGRcg0VbcbPeCLhRM8Ya9UKoXDqYlkj1MCHOva2lrgJ7rGrH4iPTRFQnoCo9I+VdTqCeoc+Dx6RM45XLlyZcc03l3blaIAjo25gChCq1UgACLamKCFhb6BKDpcq9UwPz+Pfr8fGLLdbkd28lthUdebC87/dZx8TWNgtRp8zaLSZF51HbVPMpgKm0WhrcuraR4yjgoyK5z4HVbc6OdU83P3BRmUVp3CzTkprdWF03FpyEJa66HT/C7nwAPFuOacM4WkWq2i2+1ibW0N/+7f/TucPHkS58+fD/GiVXAaAwMIJaO1Wi0UsBD1nZqaCoUPNiepypXNAj7sh+umn6FRuX79emz2gW3fhVMXh43MDETBHs2DAtHErS6SCoFqqrh0DLf78CoDtTz8Dple3Vu1wvo6MKoIsnA7BYdaNw6WjxNOpY1aKlpGzcXpDW1q5flMWi7tS8EcpiGsYuL8COTYz6hrqB4D36Nw2sISi6rHWU/OnwqClVe5XC7Mh8ea1Ot19Ho9PPfcczh79mykbJEupvKO8lm5XMapU6dQqVTw+uuvR25rIy3jAC7lLet661ytu28ReZZ0jmt3RTiB6A6JuKYMygOwyGxkMHUrgWjMaYsYNPmtxeYWDLIBukXh9Lcuto2V1ZKScSkQ/D4/R+VkF8oiluzLumpqOS09VTg5P2VUxkI21mQ8buNwy7CantD+d4op40C/uMaQhjXDPAwukUjgLW95CzKZDM6ePRvqdXlc6MzMTJiDro+uk3OjayMo4IzjqYwtIGitHPtW48JnWPdWFTt5l+WF49pdSaUAUS0SJxB8j00FTqt+KDi0pFZTquXt90c3XTGWUaGwcSIwqq6hgCuSSEWgAqxACV0bW66o6J3uI1Rh53jVFWIfWoqoqSYF0cZ5KBw7FYa6qJw3BZpItxb7U5nw+XrrmGVEjk89nriQYFyjwNANr1QqaLVauO+++/DOd74TuVwON2/eDECX9x7T09M4depUEGRbzqnPbDQauHr1KtbX17G1tRUKSEhTrZmNUyYsJbRuL59naaLPZ7y/U7trgBAQv/k5zrIS9tazeDQ10W63Q5GBajsykjKT7q9U9C1uXDaO0P91nDaW2skiaFwXp2EVyOAc7DjJDOpGck7KENZK2vieR3jykCsFN9ivFm9Ytw0YpV9Ueer48vl8OLRaLfs4JF6bRYCJAne7Xdy8eRMzMzNhXCwCefTRR3Hy5Mlwtu245pzDyspKAIQ4dq2HZd9xcaH1ZKgYFR/QGJl/s2+GEzu1u3LiO7DdnWRTpgTiD6ciw5JJNAZTl9cidrbEzQqV9q/jJVOzQNvuKlDGVOanVVTrp2V1Ns5jXypICrjoAqu7Zb0JzcdpnzqndDqNXC6HBx54AJVKJVyMpEoLwDY33SKTzB0qY/J5ExMTmJ2dxdLSUqSW1ioB/rZoqL5HmkxMTGBzcxNf+cpXwtGTzNVOT0+jVCqh0Wjg2rVrqFarwerrmGnxaFXVldWYk8pD+YFllQyp1DOjx8FYmR6O8qIK7271tW9my1gSwDcA3PDe/4gbXJr7GQCHAHwTwE9779s79UEiUyBtnjLO4jjnIueB6utsevcmgCAYLN5WxlUGYO6NDN3tjs7OtYcyUbty5wQ/q8UCRB/5v55+RwtRKBTQ6/XC+ahcUAt0URh1Bz/nRg+C8ZjeEqYopfejxD6w/ewdYKQwWBXD+zSJ4mq9sKaw2D9PrlDUWOPZQ4cOYXV1NfRHT4dlk6qcyMycj42hqYR5Ryb3t7JYoN/v49KlS1heXsbS0lKkGICFBdyFAkTvdbE86b2PHChNemuGgAqD/5dKpXD7GOllQy+uCbe2xcXlbG/Gcv4sgHMASsP/fxXAP/Pef8Y59+sAPgngX7yJ/kKzqN64995MU4vMzdXa/ziLRe2m7hS1IxmZC84KHMaWVAJcOF6wqsgzj2JkfBqXI9PGz2lsowzEZ9Maej86HIt3TVp6AKNY8eWXXw7pJLUyWrxPhaExIJlSixiokEjvra0tnD9/PhxGTSXI/KC691RoGg+TLkynqAfBtel2uzhx4gROnjyJhYUFnD9/Psyftce0qqlUKtypyfVU5aheC8ej+U5+nvnW6enpsBl+cnIS73nPe3D9+vVwwuC48AiI3kIwru26ZWxIlBMAfhjA/z783wH4IIDfG37ktwH82F76Mv1GhMK23QZv2zh0UOO8cS6sak8bX9LC8jxV3YHPBLtzg03dvF6BjEOtyViXu/mJRKq1jwNINAkehyzH7b0kCsnTILR2lVqbsTLrfHO5XBBSzlfTOCrcFFAKE79jS9ba7Xa4eIjF4Ep/VVrsg1fI0yJybnwOv68VR1ovvLq6imazGZQABS2fz2N6ejp8h0emqABxjlROvFmMgsz14JiZZ/Xe49ChQ3jHO96BM2fOBI+D4+XaWhxkN0Bsr5bzfwbwDwEUh/8fArDhvSdHXMfgXKE9N0UUdRLKrOoC79TiUgi2X7sQQBReV5dMBZkMk8lkAnBi86NcTOYyGYfpM7jA6qLqgdk6d2USezO0zg0Y3TxGq9nr9XD69Glks1m8/PLL4fQ8jXs0piTz09J1Op2AYtNjUGvJdeFYSIdxKRfSkKEJ88t0rTVuZ1+0dhqu2FpjlsQ557C6uorLly+jUqmEPhS573a7kTJIjXvZSBPlPypevbyZV89zYzbfa7fbuH79Om7cuBFZs3HgoNJnXNvL0Zg/AmDJe/9N59wHdvt8zPcjZwgp4qgtTgj3IphsaumshdTYhouiYIsFIFSwNYWiwIHmV7WIHIhuGWJulWeg0vWj9tSzUG3cbJlXY2C+xtpN3i25tbWF6elpzM7O4tVXXw00Z6xlQwSmc+iyMX6zSCoVnK4dP08mVVSY49X40QqyFpizP86LfatCy+fz4QInVu/Qm1lcXAzoMmNaKtpOp4P19XXUarUQ67M6TMdKl5nKipc1NRoNPPzww5iensbZs2dRr9cjd3mmUoOjTr7yla/g5s2bALBtr6bymIJEO7W9brb+iHPuwwAyGMScvwZgyjmXGlrPEwBuxH3ZmzOE9D3VsHGpCqulxzWbBNZm61ztc+z3VHCZCqDV7PVGV7Rr4h8YKQB10Smkm5ubAQAhOGRdcOtq69z5o/GmuuM8vIzx3vLycqRwnvRTeF/jJxbL82o8WpB2ux1unGZoQIWh41LaWkWnXoIivpq3JTBjY13tJ51Oh4O4aAkJSHE9VPFrOkrdYvanSLHG9EpXVhn1+32cPHkSZ86cwerqKi5evBhST9zx1Gg0sLKygnq9jqNHjwalpwJoUend2l42W/8igF8cEvIDAP6B9/5vO+f+NYCfxACx3dMxJdrUtRgXT8W5q7uMNfZ1JbgymY03rIB4P0hqT09P49KlSwEdtOWEcamafD6P06dPI5FIhEQ3NTZRSQIw7JP96Zytm096qdUmOMXnLi4uolqthiv02D+FRSutgNEZrKyiIrLKdQC2KyMyuMacXDNaHn6PJxDqljS+x03XdCGZz2ZcqOumLi69GJ6mR89Ax8fPEuFlAT3XzKLLQPS+0n5/cNtZpVLByspKuHOVa6XCx/Hxrk+9HEkVEX/HeW223U6e8xcAfMY5998DeB6Dc4Z2bQRRgO0LbIVL83XKsPweF1TrVm3BM2MM7V/j2TirqgzX6/XCJbj6Of1RRJdxUqFQwPve9z4AgziL1xH0+/1wc5dFRtW9AhBhLts0XQEgHP7FjdObm5thU7NWNildbDxMgeVc9PhGTcPoOGdmZkIcaYVDY33Slc+yCCaFkUguATa6qawC0mNN6NLG1f9SkNk385P0Luwxq6pc1Rvi8ZlvvPEGFhYWwuHSFNB+f3CJEU+CZ4xPwVXPTceyl/amhNN7/xUMDo+G9/4SgPe9me+rFlbLYYVSCTx8FoCR1ibDacxmUx98TW9+UqKQ8RXAiGurq6tYXFyMlLFpTKNAhQJMvGKAqClPt9OyLVoKoW+YvwWpbCUNFQMFiMyv86BLa9067aPRaISTDzSdxbEQTFJLRNr3ej0cP34cN27cCK67WmmulbqzdJcJCPHOEp6QoEhsoVBANptFv9/H5uZmUAB8n7EuBVu3dmkKRtecQs1CBJ238h7pSWHsdruh6khdb7q+elI9BZNWk2OiArRFIuPavlYIKeHU3NstNfxb3QBg+zYy9sWk/Dghp0a1AqjutFpT60rTHSXoQS1LwVSh5fd5QvrU1BQWFxfDc7iY6iZaJaR/69y1sT/ub7RpAPZBK2Pnzv40DlaG4jOowBRV1lRIpVJBt9sNMStpaNeSP5yTWjmlCzdU8zymubk5pFIpLCws4PLly1hbW4ucrURASvsGEFIpKgA85mRmZgY3b94MAJ6CQYpi08vjfNQI6Pjt/Ki4VAg5RkWlxxkEtruyn1PjJ1vSpjGBMqt1g/hZW2iuTaF3/q998DcZku6axsEUQCU+x830iU0zpFKDbU6XLl1CsVgMx1nw+XpIlFoUHZdFRccBV/ys1cpWQBQJ1edYoIk00LjUgj9Ujt1uFysrKyGdwL5VAWtpm35Gx8Hnk4EJ/tx///147LHHkM/ncenSpbBPk/lPXtNn3XOuIcEunhSRSqXwrne9C6dOncKXvvQl3LgRxTA5ZzUeVmA1JtUqMm38jOZ9bVO3e1zbV+FUrQEgBP/q9qimUwZmUzeYVks1uUUL9fvjYkwytWX4fr8f3DrVhPxft7KpUCeTyXA5LIEBWlo7Jqt0lFacwzjgQGNWZXYVjrg+LEMoPRXsstdF6NqQVtVqNWJR45B3fjYOCIkDvOh65vN5HDlyBNPT06jX6ygUCiEHW6vVUK1WIyWgGqL0er2Q2+S48/k8isViiDcteGTXw/KKWlKLwpKP1CvQOauSAuJvOLBt391abWpJ4ixnHJqqBFAtGVf+p33Y9+z/yjC6WEpECp/Gmvo350Lmmp6exsrKSmB0upjq1liFMu7vuKbPVxcqzq20IIRVWMo8Fogi/dVLoOfAHKk+z24CsE29Fp0L14ogXLVaxebmZvBENG5WK62v0arrKQS6be+VV17B5cuXw5GZ4+isr3F+KpTOuYA+Wy+I9NESPuVlYiW7tX13a9X3pvXRWM42umzKGED0pHcN6rXMip+Lszzj4ss4xQBE9yUSRbQ3hPHzJDzjVP0M0VyCQezTKgcFzzgua/l0rHxN6UAGsnPUuSqN+X2t9mFYwH61xlb74N8MM9RN1fGMi305l06ng0ajgbW1NVy7dg2FQgFTU1OYn5/H5uZmQEKB6N2lqjwULOv1eiE11Gw2cfbs2Ug6TMdhrTiVqbV2yne67opHaHhBXtfPWsMR1+7KZmsdmHWXgNFC8rcyUdyE1LIqA5NQcaAKhVYtso5FhZnEJlNMT0+jXC5jZWUlnCbOcfO7nU4Hy8vLwTXkWFjQwM/rjhSOUcdpgaE4OsYhzrSGevSl/T7zhfw+GZ39Unlos+6oeg2qVDRvye+Nc9EVuOp0OqjX6+FzPAWvWq1idXU1nBjfarXCUSU2laPeFGlNdNe6pDovHV8ikQhlhowtVdHoKYi01la4CRRaMEyV3k5t34VT46N+vx9JeOtngO1nBqlrZlGzOMBEXQouGl0UMqASSQN+Rf10WxVRQL2inE3racmcCnhRG3MhaWF10dnGaVfvRwdHUfGoUGgagKkNK+ya/uFr9nnsWwEcdX35OXvBrYYm9tn9fj/kMvv9fji6UvOwBMv498bGRvCu+MPqnKNHjyKdToezgklvft56Www31EvQnLulEXEIzoe8y/FOT08H15vz1UaeseuofLdT6HJXNlurlWLeyqKmZBZ1S60FpcZVyxuXz1PhtICRTePYz9iYEhgdgqw3c7GpCxNnZXQ/oQWZyATqRumew0QiEbnakMKuz9IwgOV3Fixii9uOp8ysii8OHXbObbtnkuvI99in0kmtiSpgrqeuPYWYLroiqvxfr35kX2opbX8KPvL5NmwgX3Kd7Lw5DiLCFFquCT0l9eDYlwJYO7W7doYQmxU8JT7fH9cHf9MlUoCE37XF6XoKOp+3UyOTM7fW7XZRq9XC+aYqYFbw6d7aGJZz1qodRQKpWfXYTn5XUU3SQBlLLb7V5Eq33cAmPk+9Co0zlcFId+vWkX6cDxUprVy/PzqVwJ5FROFjWJBIJELRerlcxtbWFhYXFwGM1p9nEHe7XZRKJfT7/eACKz9ZZWtpZEMNpZ1+98aNG6ECjXOmZ8ZCC0sPXbfd2l07txbYfixiHAF0UjtpGo27qJG1fpa7G7jYCszstZFpmG9TZtJx6HziABAVTrpi7J80YPmc7iaxbu84l559KVNwLNbK79Z2SoPYfjh3C25ZJNimEVQY1JPQeI5eQ6FQwH333YdarYbLly+H9zSdRYGhQuV+Vl0bpafShN5bnNLm5zgmXt2g1UlU/OSPOCBTx7pTu6vCSQZVtNFqdQtF82/V4pp8Vga3uUuNL7RQe6fAXGMMCrMiolYYVQhoXeJcZY5HF5Qopzab1rDvMSbm/+zPCqI+ey9CyaaW0dLF9mtjZxvLWgQcwDZ319be8vu0nul0Otxtqp4BLZVuS7ObG6yLbt11zkvz0Vp0YOfMu1Zo1RXo07W0HojyyU5trzdbT2FwCsJ3AfAA/g6A1wB8FsBpAG8A+Jj3fn23vtSNi9PAcYxj40HVqsD20jZdXNV2ca7Yboyq1lhRTSB6+JUdq42h2ZQZOQYFodS6qKBbd5hjs9ZRwwLON25Mu2ltNksjVaLW4rDZShvdVG77sLlTSytefsT7dCqVChYWFiLCqe6+LV2kYlM6kXb87k58wPfihDSbzUZqh5kS1DpbS6s3oxz3uh/r1wD8sff+rQDeicFZQp8C8Kfe+4cB/Onw/1tqqsWodTRXpFaRTd0CBYc0ZgOwjUHZL+PH3WJOPlPzsxwzf8f1Fee2WMZWBJDoroIUemId6UDaaK5OwTWrkcfF7Htxq+y4tcV5HFZgOXaCJprKUMuu8akt0uc46ea3Wi3U63XMzc3hve99L06dOhWEW3PR3W43HAmjz7Bz17XQz6mXpG63pRkPWSPvKohJJRjHtxYPiGt7OQmhDOD7AfzMcDJtAG3n3EcBfGD4sd/GYLfKL+z6RNPUv7euD5mW8aE21bqpVPSkO1o0Vh4xBnBuVO4XB7WPmX94no3xaMXJTKotFRzQvvRZTMvQulj3jzRRS6kCmUwmI8dZKgPtpJ13c6fi5q//27jVMra+R8BHQTrSjTRSBcjUiuZflRa93uBEhO/+7u/Ggw8+iL/4i7/A4uJiuLKB6K3NIdux8X1dT43pqRxJZ22kr1Z9MbXG0xf5GYvcqyLZzTDsxa19AMAygN9yzr0Tg2MwfxbArPd+fviZBQCze+hrm8bq9Xool8vw3gcUVC+vYRWIuixAFGUlAqsLoi6ndX/VytHqKqPYHKGWCQLRk75tbKQMZZPw1q1LJkfHRKq7E+fCauyrloGpDAUZNIbXDcEaA3P+uulAx6YMy3lmMhlMTk6iUqmg3x9cJ6Dz1n7UU9G1V1dUEU02Pou042ZqCl8qlUKtVsPZs2extLSES5cuBURcwR/tT/tVOselOjhnG0IpXfga+Y17PnnyBYs/LIqvikb3B49rexHOFIDHAfx97/0zzrlfg3FhvffeOReLDTs5QyiOqS1gYrW6DdDlmRF3iLvmbWJZGYbvK5qrAIIt/6KAqia08SKfo3GwLbQIhBwKl/UULOhlLZO6TOyTZxMxZaCfZx869zhgjRVCHHMcSMHv23yujkWfbZFOCk6cJY/zWMj8VLITExMBteZ8lpaW8Jd/+Zeh5pYnCJLG7DsuE6CN/XGtiSeQHtzYoNdfKI0VYOp0OuEQMyp1tZrkH75Ood6p7UU4rwO47r1/Zvj/72EgnIvOuTnv/bxzbg7AUtyXvTlDSBeOA2aVic0/qQXYcRJSoqdVGdSgtF6WofQ76uZaK0eG4Xe5eKpg1CIxgU2G1zmr+9nv90OJl76vlpQCY+NJzZEaeoe+1SUb5+ZaYRznZgIIpxFwzrZumDRQ15sFBJpn5jx2Cifonmo1FGlDZFQVpLXA9KbYVKDsWinNtNBB11i/z8bDthOJRKgaq1argR/iwgcV6N3izr2cIbTgnLvmnHuL9/41AE8DODv8+QSAX8GbOEOImkPdRCucSpA3Ex9ZZo2D9tXykdCqGfm6lp6R0W1Kw25/o4WwLpBueNZFo5DrWCmI/KyCHKSfutd27rbPuNMA7P/q7qlg8XkcAwWF1syGDPpsnSfHq8qGLS69wqZKSpWmro3G9poTtiGGuqZKawsQqUGI8+K00TW12AePzRy31vY549pe85x/H8DvOOfSAC4B+E8xQHp/1zn3SQBXAHxst06UWW1Nqx20Cs9uje6IRQu5iFxQ6+YpastYQd1T625bMEddODI1+7TjGzcf3VVhY1JaPibMVXB1jnEIKf+2VtlqdJ2vzedqH8nkaOtVJpNBMpkM1/Fp41jULbXj0/XiGPR9pfc4geZaWwukCsYiynHgkP5NV1ZBOPsdHR/5hmgt51QsFlGv14NHFzf+fn90+v+4tifh9N6/AOCJmLee3sv3dVCMDbVMi4NVlBVA5DiKnZrV4HEV/3GIpi4wT3TnwdFaH6kgixYgaAG1xpoUJKuV44RTq0gUhFHAQQXIghOqjRUQ2m3XA/vQGC2VSoUcnRZw6Onl6rarwopTtJyLLafkZ1QJKVhl6aRCyt8EunhpUDKZjIBj6p2pN8MxqevOMejaEk2NU3x8jSf6qTAfOnQIjz32WDh4zCoIpdFuoNC+VgglEolwLCIw2rBKRNYmld9M48Jzpzx3MKhbqYtuLQYZT3eN8DdTOSpo1IZ8zebnlOGse8O/OS7r7nA+asH4niKt+hz9DAXAgm98vnXv2TSFoc9hyaN6H3ECZIUOiFZlcc7W7dfPKI1VQWqcpsireiqMg8n0loesK8y/ue6qAOIAMjtn5Rf298ADD+AHfuAH0Gg08PLLL0cul9Jxkzd2cm33/SQEJqT5f6vVCpC8Woo349YCo5waETP2bat5+B4QXXwKMuNfZRBge0kaP6N5U32WBSj4XTKkRf/UxVOloaeSKxPxWVYzKzhlwShtKkjqUttGoaOViisvtE3d806nE6xbv9+PLXC3DKqCqGi6CrW6snSv1bVkvatVZBZw1LGq5eRr+lnbSqUSAIRtbM1mEw899BCOHDmyLVYmrVRI43gkQoe9oKF3quVyOX/mzJlt8ZVqS3WbiLwqgygB1WpxMXkBT7VaDchZuVwOgk/FYGswU6kU6vV62KbFXBUtOs9TZXyh7pmOL86i6Ph4HwkZFgCmpqYAIBy9yJPXeawnz87RIzZJr7hLWMmotCRxVpLNxqfqWpKRGo0GHnnkEVSr1XA6AZvuvxz3DPava67raWNjNk11WaUQB9DxbypHAli8AFgNg3oCGvNraKH5dbq4HJNzDkeOHEGtVsPGxkbgi9nZWTzwwANYWloKx3nWarWwha3RaCCXywU0+dq1a9ja2ool2r5bThVGWkglcFxeToVQG9+jRudhWjyegiAP3TC6Ejoe/qYQ5nK5SAzMH8a/dLm1UML77Rttreumz7WxIp+nn7OxJt0nu6OD31eNTK0cZ6F1Hfi3xo2qcPh6Pp/H8ePHsb6+Ho75pKsbJ4zWy1BXWOlg84Acg45tJxdePQwLdKngco10o4E2dWfVu+Jr/J5mE2gAKOw8C7fVauHVV18NO6A0rFKaxB0yYNtdu3ZeGQ+IMpgKrJr/OHBFCU0i0EoR2CB4oJpRNSYJXygUUC6X0el0wsFSO5XG2dzdTs26xzpue6eG7urnQnKxNd9JJmF/NtbTZ1nBVBd8p7HHhRsci1ZzxXlDan21P/2t1Thx1jfOMur/XGvrXak1VMWmc7YAW1x8bhWrGgi66FTO9Ka419d7H7ywRGJwMRLjer2JbFy7a1vGSAhaLC6iZRRFc21TzUhG5RH6eieJAhgWXeRYgOhZQXRhtH9dULreqt1VuZDZ9MBpVRocQyqVCs+zcS7HTJBDmYW0szs52KhEFKzguEgPW/dpBZytWq3i4sWLoQiBpzNQiSgNbRwVl7ZQIbDWVMe/W7OVWHFotoZHcYpCXWuOjXSwoYsqAPIHv0+acv6p1ODi3XQ6jaWlpeDa8rla2jmu3bWTEKxrNe5zACJuqb6vIAlRT9WiegW8un1cCE2FcCF4wpvGOmopLfijixpXLQNEvQWLwtJdp6Bq7KrKwYIV/K59Jn+THnqsie7yUQ9FLTAbX2Mf8/PzgXZkOn4uTnHqmCxgZa0R6TfOXbfz43OZ7omzlvx8JpMJ283q9Xq4dVsVhW2ck955SnpSMTOc0pBErWoqlcJ73vOekJpbXV2NnK5PpbmT13LXhJPMYjWr/vC1cWADF0KJSAJZGF6FQeMLEpdMSIEuFosBXWRLJpORs2looRnr2rGqMFh3VpnIxkqcUxy4pIxn61jVZdR5at8aw7M2daemGwDUsitiGgfU6RzHWU/Synoxdv31dQ0v7DgtMk8aEVFnQYQi1UpXK7AURP28IsBavshnKlA1MzODZrMZAClVNtwwPg5AA+6CcCqixgXmYmtTgo1zfdgf++D/6mKpZbKooH6OjNvr9SLlaXr2LBearhJPX7Mn0FkIXbUum1prnQv3cCqQpf3yc2Q2ZSh1r6mZdcuWeg5K0zhIX612LpeL0EPnq2WLtqkw2bjOAn+cFxWlxR74/rhnqBVS2vd6gwOqqXjJAzZlNg7YonJW3tGQjEpYK6tI/+effx7OOSwvLweL3Ww2w30wOs64dleEk5OkttF0SRwzWs3GxkVRcEEZW60oYzoloubbaCEofKxb1UIGWtVer7ftOncLcFH5qIVWGqg21jiSQqtxqvUc+HkVKo5D0dx+f7Cti9/X99iv5hK18TVemUF3nmPmLd06HmsB4yyjjtWupbVo1tUdFwZZUEz5hDlIbuHivSn6Of5WAafSJy8pXsD/tbZZx0meunDhQkiT8RoICmmhUNjVa9nXPGcmk/GnT5+OlFwBCHWIytgKFvG3zUuRiXWjNe8naTabyGQywWKQSSuVCmZmZjA9PY3FxcVwaDEXhgxMlI35RgplXE5Oc4TKYBR6Cp1VEFxofkbLFulma1oizl1UUEhdO8bfnU4H2Ww23MbFa+qz2Syy2Sw2NjZQLpfRbDbDHOr1OiYnJ4NyOHPmDCYmJrC0tBQsDvmmVquFc3Q0n8ucHjBKM/B7ajX5PQ07bMhjhZSf0dSIKnAb/9t1YqOy1bFRaWs6jd/lb3VdVUHxffIueYjzIy8RuOx2u7h+/Tqazeat5zmdc/8VgP8MgAfwEgaF73MY3Gp9CIMN2D/tB6ck7NZX+Nu6NuoGKSrGOI/oIBdC0VoCFFpSRUJrjW4+n8fs7CwOHz4ccqO8sVrTMOzXIpoaz1EwaLHJJDp2deHUlVS0lUKkQmtd4ziPAogixBwHgJDjtfWbdgyTk5NoNptoNBpBy6u1b7VaaDQaEVfQplZIC02tsB8VGF3zcShz3PeUriqEFhCznyOvsCTRKi9dS47NxvA0DAwx4uJhfhYY8TL7V5BIQxGLHMe1XfFq59xxAP8lgCe8998FIAng4wB+FcA/894/BGAdwCd360sbB65+O19XVBNA8M/VPeX+OX5PK26cG9yKnMvlIvEjMMpx8Vh/vqYAAvu0u+rZSFjrbiooZQsGVOj4Oc2P0rpomeFeGhmKikTda2p2BTXUjWUhAW/j4qYEMjQFrVaroVKpBOVIxahK0c6XtKQXoHGv0oNN56wuexwTqyWNExQ2O2e1arquul5Wqerf41BpDVOIo9BTIQ8RTKQ1HTdmbXuNOVMAss65DoAcgHkAHwTwU8P3fxvALwP4Fzt1YtEwnZh1D5SZNZ/GyWsxNDBYgGazGQ4RZtBN4ir4tLCwENw3uhiWOYDtG5oVHbUCxHErpM/xqtXVpLsFYmzcFpdysE2FWZlENw1zXIrSWqVTKBQwMTGBSqUScd8zmUyIrcnYRKcJnil91FWNQ0DVKlMQLJ01RLD9aLwaBxRa95dz53txQJh1m7k2+myOSf+OKyRwzm2rHlMloSHIrmu747uDgd9wzv1jAFcBNAF8AQM3dsN7zxW+DuD4HvqKMJy6h0yHkPgKUvBacu4O6ff74WArG5c451AoFHD06FGcOHECtVoN58+fBzA6JoWF0pOTk8hms8GCaqxC7UcgRN0rIHpmrbpF1pra3Q20/LqApIW66UqznRqtnR2/ung79dPv94N30Ww2sbW1Fdxsxk2qkKw7zkaGVWHVZuNItUqKJ1iX3bqLHDMQPZo0bn78jp4naw8cs5/lWPl560bb8MWOSenCuFIvS7Yx7E5tL6fvTQP4KAYHfW0A+NcAPrRrz6PvhzOEdDGti2CDeQ3SibIR1KnVauE8U4vM0p2dmZnBsWPHsLm5iddeey2AK3HCwNpcHnMIjIRKFYlaOi6y3n2iLlgccMSmLrRaU9JFn7lbsxbQxqwqnBSIuDG2Wq2AJHKdZmZm0O0Orp8grfk8ro/mFtnIjKo4LaClYE5ccbu66XGYhIYW1lrGgTNsDHHU27CuMcfHsbEf6wnoa0p3KgtdZ85FMZPdFO9e3Nq/AeCy9355OIE/APC9AKacc6mh9TwB4Ebcl72cIZTJZDwJwglbzWnzf6rZs9ks+v3RxTZKLJ5i1+12sba2hs3NTayurkaqh/g8ul0UxFwuh1arFZ7NMivuAOF4OGZqRyKsVuAZtypSx6ZAlqZElEnYl9XOcc260GrZNU+qwI0yDoVRGbHdbqNcLuOpp57CCy+8EM7s0fSJPlsZljWl7JcKUdFqq3TU0thcLfuxltPmxuM8hLgdTLaIXddB3WBrxdk3+9SqIedGpZAWnVfBVeVj/49rexHOqwCedM7lMHBrnwbwDQBfBvCTGCC2ezpDSCfLSTBtoXsFqWW4QLzAhgTiYcFkXtVyhUIhILAbGxtBOCh0KihcZAWHZmZmcPTo0RB/bWxsoNlsRlwdEltRXbV2GhePK4CgdcnlcpHUEVucG2dfBxDianU91XXUUwn5W4WHtOGe2m53cKp6LpfDBz7wAbzxxhshhaLrx2IE7p/ld6nwtOCbwqkpMRu/83OkFftRsE4tGNs468kx0ZW1YJAVPtJNATaevmddZ7WAdl31Gd1uF5OTk6Ef0p/PGeeOs+0pz+mc++8A/EcAugCexyCtchwDwZwZvvYfe+93PHchm836hx56KKIpp6amwi3RtVotaF6NP9VtVWIQzNHDfbnIFB61xCSQQuvWjSyXy3jrW98KYHBF+dLSUlg4xiA2J8qxsDGmZDzLFIQtd0smk8EbYCUS3Udas0qlEr6rgsd+bPxlmZAbAZrNZshJTk5OhppPXQsKRb/fx9zcHB588EF861vfiijSOIQaGAFhpCeZksd1lMtlTE5OBmQYGLjSROItiqqlj1wr0pa002NJND+piodCSJqrQOlZuHHgkHWRFQjieBQHYTimceXKykq4hpHoNVN3vV4PN27cuL08p/f+HwH4R+blSwDet5fva1NXNpvNolgsYm1tbdtxDkocEo8gjfejUw6sgChiqFZMP6et1xtd8ddut7G8vAxgEFNtbm6GlIKF2Dk+/lZtTUbj0Y7qclkLzNJARQatFdW6XBUKzo1jU7ifbhytGZWU9mmtO//f2trC8vJyuE1NFWWcMlfkWYWV7+XzeUxNTQXvSDc8q3LVtbYxs8adVFyqMNSqEWhUOnCMqvDtHHTcCgDauJ1NK8lo6bl23nsUCoXgGenVk+R9DXHi2r5vttZJUHtvbm5GrCOwPe+l7gzBGy4ykU+6MBZFU2FXBmdfKnC895FKgAweZ8HVEuocNd+o4IgFlYARkmhdNyoeZVRtCigoo5IOZIR2ux3OeOXhXbQy6k5TMGiNOp1OQMk1TtPG8XIc1jOwdcIakqgnQOHS+FLdYIJ8zWYznBbBtbNz5/Otklc32oYaqrT0+6osrYdlra2uC9vKykrk9EGuR7VaDdVXO7V9r61lrWan0wkooLo6Nt/J72jBNYVJc5TqvlCAlPHY9LPA9qJvmySmldamQmErVGxcYr9nNTMFkAuuIBLfo+XSscflD+NABj6D7paNt/Rm6rgUxV5ADE0/Ke0oXN1uFxsbG2GticADiLj8pB9dfK5XuVzGsWPHsLy8jPX1dfR6vW27djheCrxV0Ep/FTYFm3RtbJ+KbVDYdccSFbDOI5PJIJ/PB6+ItJicnESpVEK9Xt9xT+e+n77HGINCZLdkxbU4q8Uig8nJyVCkYJlakVzV8srcmvvSfZz6Oa0wsRC4upLqPumcbVMBiYtZ41xHizBqX3Z82getFpsyJQEdzTEqoktrBowsAj9rmwVJFPhRRUUknPNl3KtKiXxChcGaVN0dpIdaq0VTuqsLyx8VvN2sn4YI2sgXfB5pZVHhYrGIRCIR+JMWk+Eca3vHtX13a4m8WqtiCwrUIlQqlfB5tZR0GTVmUwEkI9G9Yn/ACLUkwtvv91GtVgMDpFIp5PP5MB4gmoNkLGfjTYve2YVmXzpHWmcLXmk/FqhQl4uvKeLIxjiPtCBCTKW2trYWKStTa6fjVSZSV5SvKw1U+enOHd1MwFMqlJ6kfT6fx/T0NABgfX0da2traDQaAVHneBna2NhQaaZrp2Oz6Rmdowqe8o3ShH1oDlOfw/CN8zl16hRWV1dx8+ZN9Pv9APSpcbJt34VT4wObA+RnbFpArQADcCbN6doqwa2A6B5MZSjLxJrOUZRQS/L4Oq0Bb5bivCxzWphfGUCZikpErY/2Ow5VtwymsZoinqQ3AExPTyObzaJer2N9fT30oQpSLZtVbHHAiDZlYp27xp2s67WKTE/KU9R1fX0dAMJaK0AHxG9L07W0Y7Qlg0pPq/gUpVfXV70sVWL8n/x0/PhxvOc978GFCxfCbWTcNbVT21fhdG5wwgChfM0fKsqn1iCZTOLIkSMRiJ3uHZmQDE6rSg1MRmUelc/RSplWq4W1tbVw1RwXMplMRo7GJOJJl4oAi8Zy1IKE7GnFVCFwXv3+KAen7jjnzHHoGb8qJBr7qPVRZce+VRnRU8jn88hkMoG23GbnnAvFBpqLU1ddGVSBJNKT1jKRGB0izte5JqSjHiWjeeONjY2goHiDNOmoSizOWurfpJUKtfVigKgLq8iuvqbxp9JBn6UeSjqdxvLyMiqVCprNJpaXl7GysoJjx44BABYXF8dIyqDt+7m1jz76aLhXktuV6JrwTM/Dhw9jZWUF6+vr4YBenuGqh3eRULVaDUePHg0CSdg6l8sFTaUuiCaitURM0zXAqFBAmQaIAh8WZEilRmfcNhqNbbGMxr5cRPZhLb5dcH2+Kida616vFxRMNpuNFFmrNVNLUK1WA6zPHDMVjo5R43jSkX3FpQPUQyqVSnDOhXOBLT35WU3vcNxkcgIwWmyugA1Pa2g0GiF/qUisPYOYfECAkh6Srb/VnUlKF41fdX2BaEG9joHzobBvbm5icXHx3jm3lhaHheycqAIDtVotWEy6ANZN1N9ExOjmWoas1Wphf6NNQWh8pbk5Dfa5iJoTZMGATSfEAUAWRBrnTo2jmeZOtU+1HlQ+trg8biwqzDrPuM/y85p/5HhtCsN+l5+nktOjPSmIDB0oHJoHBUYb7xVwUgCJCoW0GVcYwhMDyTOpVCpSAEEa2BvPmX5SAImf2QnMAbafEKGIbzKZRKFQwNJS7M2Zg/Hv2PsdbhpvcRGIXjnnArEqlUoQHM210YdXLee9RzabDTEoCUmhp4UmQZTZqSxY1qcopQUZKNgAtgkJf2v8OA7p24kucU1dSKs84kAiFSA7VtuvxmL6HBVURci1X6WfbVYR0cuh10M6s4JI52HHr0qAjK0eiCL/fJ6+R2FlCR+BPMbzCjRms9ltqSZglFpSl3Xc3C0dVDA1v8rXdmp35a4UAMFF6XZHR9RTG1JbAdGEOvvQ15VpqWWJtPJ9jcvUKpJQjLFUM6ulpqtDpULLY1M/Fpkd9559PvuLayoUdqeMZWKlAcdumUhBDQqo0lXnrQildV/JxEqruH74/Ww2i0KhgFarhY2NjQiCznHrbzsvBXiYqlDAiJ9hH3TbKRCqcNknCzRoxYg7cMcThYtrwDnT1dUcpY3JrQDaVI5zbtth4rbtexEChY8ETqfTyOVyOHLkSLhCnEzYaDQi1T+KsKklpCZk7i6TyaBUKqHRaGBzczMgg6z35N9sKsD84YIqUMWFoQKgJY9LkygQFAdc7Nb4bNXYyiykgQqftTpkCPu6CiiZTv/ndzUtpePSz/J9i2SqIKhQaT6W7ql6MhQmWkmtXWUfOi8Fw5Q/KJw8s1YFlwqAWAS/Q6uq5YXkL11f2+LAMi1Y0PVURcwb8ca1fXdr7YCTySQeeOABFAoFXuoSTrbjmZ8WVaNLRIbggVUUTkUXFcVVhlGrqwxoXTeNd4jIErxQIIiNi8K+rSVgv5y/flcXjousOyp0DvoZfbZloDiBjUstANHyO45NBYDf13QDvY24xpit1+uFHCVpRiG1x4qyqeUlPfW5NjxhuGMVgo3VNa3Eummek8QTHqi8qbRUuWroQL5RD4TP7Pf7wQCMA47UQMS1fRdOZXamHrg1a2NjI7hJTDSn02lUq9UIOGGtpwqw9z6kaRThJXOT0Jq71Ps+NNBXraoamQuieTQgeqizHeduzT6H/aiws18VYN0hQ4WhzDLu2XFI7rjXlDYKqCgQRqVBK2PTPt1uN3LiBC2mXt+nVo1NK4esYrDrorRRtLXf74dqMtZz9/uj0zTosqu15qVEHIMF9eiWkmY2vUTFxnW0sXIymbz3KoToYoYBpFLY3NxErVZDIjE4z5ODds5hY2MDACIEVGtDQdaJdruD3ft8Vq1WA4BtDKBWRN01dW/Z1GqR+MqIGlPS8uhijsvJ6U4JfT8OpVX3jM9SBaIKgzSL8xD4w5hMaUlh0D7ZNBerYcVOjQrYFogo0q7P12dlMpnAD1xDdev1O1wb9RSYgun3B6ev5/N5VKvVUNBAkJFWkjudmPJRRJmCpjly/q/8HOe+Kn8o/VWA49q+5jmdc1UAr32bH3MYwMpf82d8J8zhO+UZ3+7+T3nvj8S9sd+A0Gve+ye+nQ9wzn3jr/szvhPm8J3yjP2Yw7i29wNSD9pBO2j72g6E86AdtHu07bdwfvrgGfdE/wfPuHf6H9v2FRA6aAftoO29Hbi1B+2g3aNt34TTOfch59xrzrnXnXOfugP9nXTOfdk5d9Y594pz7meHr/+yc+6Gc+6F4c+Hb/M5bzjnXhr29Y3hazPOuT9xzl0Y/p6+jf7fImN9wTm36Zz7ududh3PuN51zS865l+W12HG7QftfhmvzonPu8Vvs/39yzr067OMPnXNTw9dPO+eaMpdfv405jKWLc+4Xh3N4zTn3H9zGMz4r/b/hnHvhduZxy00T5t+uHwxuJrsI4EEAaQDfAvC22+xzDsDjw7+LAM4DeBsGFyr9gzs49jcAHDav/Y8APjX8+1MAfvUO0mkBwKnbnQeA7wfwOICXdxs3gA8D+CMADsCTAJ65xf5/EEBq+PevSv+n9XO3OYdYugzX/lsAJjG4OuQigOStPMO8/08A/Le3M49b/dkvy/k+AK977y/5wR2en8Hg/pVbbt77ee/9c8O/qwDOYQ+XKd2h9lEMblbD8PeP3aF+nwZw0Xt/5XY78t7/GYA18/K4cX8UwL/0g/Z1DK7amHuz/Xvvv+BHl1t9HYNrOm65jZnDuPZRAJ/x3re895cBvI49nKu80zPcoKznYwD+7z2O4Y62/RLO4wCuyf97upVsr805dxrAuwE8M3zp7w1dq9+8HZdz2DyALzjnvukGlzIBwKz3fn749wKA2dt8BtvHEWWEOzkPYPy4vx3r83cwsMZsDzjnnnfOfdU599Rt9h1Hl2/HHJ4CsOi9vyCv3cl57Nj+2gNCzrkCgN8H8HPe+00M7gg9A+BdGNwj+k9u8xHf571/HMAPAfgvnHPfr2/6gb9z25C3cy4N4CMY3OIG3Pl5RNqdGndcc879EgZXd/zO8KV5APd7798N4OcB/F/OudItdv9tpYtpfwtRZXkn57Fr2y/hvAHgpPw/9layN9OccxMYCObveO//AAC894ve+573vg/gf8MtXBmhzXt/Y/h7CcAfDvtbpNs3/D3+rIm9tx8C8Jz3fnH4vDs6j2EbN+47tj7OuZ8B8CMA/vZQAWDoaq4O//4mBvHgI7fS/w50uaM85pxLAfgPAXxWnn3H5rGXtl/C+SyAh51zDwwtxMcBfO52OhzGA78B4Jz3/p/K6xor/TiAl+1338Qz8s65Iv/GAPB4GYOxf2L4sT3dsLaHFtHSd3Ie0saN+3MA/pMhavskgIq4v3tuzrkPAfiHAD7ivW/I60ecc8nh3w8CeBiDu3bedNuBLp8D8HHn3KRz7oHhM/7qVp4xbH8DwKve++vy7Ds2jz21/UKeMEAEz2OgbX7pDvT3fRi4ZS8CeGH482EA/yeAl4avfw7A3G0840EMEMBvAXiF4wZwCMCfArgA4IsAZm5zLnkAqwDK8tptzQMDQZ8H0MEg/vrkuHFjgNL+r8O1eQnAE7fY/+sYxH1cj18ffvYnhvR7AcBzAH70NuYwli4Afmk4h9cA/NCtPmP4+v8B4D83n72ledzqz0GF0EE7aPdo+2sPCB20g/ad2g6E86AdtHu0HQjnQTto92g7EM6DdtDu0XYgnAftoN2j7UA4D9pBu0fbgXAetIN2j7YD4TxoB+0ebf8fSfHmbxR9WQEAAAAASUVORK5CYII=\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ - "np.shape(star1)" + "f, axarr = plt.subplots(2)\n", + "plt.setp(axarr, xticks=np.arange(0,200,25),yticks=np.arange(0,100,20))\n", + "axarr[0].imshow(seccion1,cmap='gray')\n", + "axarr[1].imshow(seccion2,cmap='gray')" ] }, { - "cell_type": "code", - "execution_count": 25, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "starshape=np.reshape(star1,144)" + "Ahora recortamos estrellas individuales de ambas secciones" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 16, "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "error() missing 1 required positional argument: 'z'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-26-ad918fbb0230>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merror\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mp0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mxx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0myy\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m: error() missing 1 required positional argument: 'z'" - ] - } - ], + "outputs": [], "source": [ - "plt.plot(error(p0,xx,yy))" + "star1=seccion1[58:70,95:107]\n", + "star2=seccion1[34:46,85:97]\n", + "star3=seccion1[0:12,23:35]\n", + "star4=seccion1[20:32,109:121]\n", + "star5=seccion2[38:50,56:68]\n", + "star6=seccion2[12:24,108:120]\n", + "star7=seccion2[33:45,181:193]\n", + "star8=seccion2[78:90,104:116]" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ - "x=np.arange(0,12,1)\n", - "y=np.arange(0,12,1)" + "estrellas=[star1,star2,star3,star4,star5,star6,star7,star8]" ] }, { - "cell_type": "code", - "execution_count": 28, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "yy, xx = np.meshgrid(x,y)" + "En total se recortaron 8 estrellas en imágenes de 12x12(144) pÃxeles." ] }, { "cell_type": "code", - "execution_count": 29, - "metadata": {}, + "execution_count": 18, + "metadata": { + "scrolled": true + }, "outputs": [ { - "ename": "ValueError", - "evalue": "Argument Z must be 2-dimensional.", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-29-9632aa412321>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mfig2\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfigure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0max\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfig2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgca\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprojection\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'3d'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot_surface\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mxx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0myy\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mzz\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrstride\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcstride\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlinewidth\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mantialiased\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mcmap\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"rainbow\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/.local/lib/python3.7/site-packages/mpl_toolkits/mplot3d/axes3d.py\u001b[0m in \u001b[0;36mplot_surface\u001b[0;34m(self, X, Y, Z, norm, vmin, vmax, lightsource, *args, **kwargs)\u001b[0m\n\u001b[1;32m 1554\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1555\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mZ\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1556\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Argument Z must be 2-dimensional.\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1557\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0many\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mZ\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1558\u001b[0m cbook._warn_external(\n", - "\u001b[0;31mValueError\u001b[0m: Argument Z must be 2-dimensional." - ] + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7ff071e7cc88>" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "<Figure size 432x288 with 1 Axes>" + "<Figure size 432x288 with 8 Axes>" ] }, "metadata": { @@ -505,183 +544,281 @@ } ], "source": [ - "p0=[180,3,6,6,2]\n", - "zz=gauss2D(p0,xx,yy)\n", - "fig2 = plt.figure()\n", - "ax = fig2.gca(projection='3d')\n", - "ax.plot_surface(xx,yy, zz, rstride=3, cstride=3, linewidth=1, antialiased=True,cmap=\"rainbow\")" + "f, axarr = plt.subplots(2,4)\n", + "axarr[0,0].imshow(star1,cmap='gray')\n", + "axarr[0,1].imshow(star2,cmap='gray')\n", + "axarr[0,2].imshow(star3,cmap='gray')\n", + "axarr[0,3].imshow(star4,cmap='gray')\n", + "axarr[1,0].imshow(star5,cmap='gray')\n", + "axarr[1,1].imshow(star6,cmap='gray')\n", + "axarr[1,2].imshow(star7,cmap='gray')\n", + "axarr[1,3].imshow(star8,cmap='gray')" ] }, { - "cell_type": "code", - "execution_count": 38, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "operands could not be broadcast together with shapes (144,) (12,12) ", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-38-258b1b853cd4>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merror\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mp0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mxx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0myy\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mstar1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolorbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m<ipython-input-22-d9489358e90e>\u001b[0m in \u001b[0;36merror\u001b[0;34m(tpl, x, y, z)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0merror\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtpl\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mz\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mgauss2D\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtpl\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mz\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mravel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mValueError\u001b[0m: operands could not be broadcast together with shapes (144,) (12,12) " - ] - } - ], "source": [ - "plt.imshow(error(p0,xx,yy,star1))\n", - "plt.colorbar()" + "Para determinar la resolución espacial, es necesario ajustar cada imagen a una función gaussiana 2D. Puesto que la resolución espacial se toma como el [FWHM](https://es.wikipedia.org/wiki/Anchura_a_media_altura#:~:text=La%20Anchura%20a%20media%20altura,mitad%20de%20su%20valor%20m%C3%A1ximo.) de la gaussiana que caracterÃstica de la imagen. Donde FWHM viene dado por $$FWHM=2\\sqrt{2\\ln {2}}\\sigma$$ siendo sigma la desviación estándar asociada a la gaussiana." ] }, { - "cell_type": "code", - "execution_count": 31, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[153.0473449 107.39805619 5.85363172 6.18735579 1.34690923]\n" - ] - } - ], "source": [ - "best,suss = leastsq(error, p0, args=(xx,yy,starshape))\n", - "print(best)" + "Para este problema, ajustaremos por el método de mÃnimos cuadrados una función gaussiana 2D a cada una de las estrellas para determinar sigma y su FWHM correspondiente. Sabemos que una función gaussiana 2D es de la forma $$a\\exp{\\bigg(\\frac{(x-x_{0})^{2}+(y-y_{0})^{2}}{2\\sigma^2}\\bigg)}+b.$$ Asà que las constantes a determinar son $$a,b,x_{0},y_{0},\\sigma$$. Donde b representa una constante aditiva que hace referencia al valor de los pÃxeles por fuera de la estrella." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Procedemos a definir la función gaussiana y una función error la cual debe ser minimizada. En ambos casos añadiremos la función .ravel() para obtener una arreglo 1D como resultado de las funciones en lugar de uno 2D. Esto para facilitar el uso de la función optimize.leastsq." ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ - "def gauss2D2D(params,x, y):\n", + "def gauss2D(params,x, y):\n", " exponente = -((x-params[2])**2 + (y-params[3])**2) / (2*params[4]**2)\n", " z = (params[0]*np.exp(exponente)) + params[1]\n", - " return z" + " return z.ravel()" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 20, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<mpl_toolkits.mplot3d.art3d.Poly3DCollection at 0x7f43a7773eb8>" - ] - }, - "execution_count": 33, - "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" - } - ], + "outputs": [], "source": [ - "zz2=gauss2D2D(best,xx,yy)\n", - "fig2 = plt.figure()\n", - "ax = fig2.gca(projection='3d')\n", - "ax.plot_surface(xx,yy, zz2, rstride=3, cstride=3, linewidth=1, antialiased=True,cmap=\"rainbow\")" + "def error(tpl,x,y,z):\n", + " return (gauss2D(tpl,x,y)-z).ravel()" ] }, { - "cell_type": "code", - "execution_count": 34, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<mpl_toolkits.mplot3d.art3d.Poly3DCollection at 0x7f43a76f9be0>" - ] - }, - "execution_count": 34, - "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": [ - "fig3 = plt.figure()\n", - "ax = fig3.gca(projection='3d')\n", - "ax.plot_surface(xx,yy, star1, rstride=3, cstride=3, linewidth=1, antialiased=True,cmap=\"rainbow\")" + "También es necesario aplicar reshape a las imágenes para volverlas arreglos 1D, para esto se utiliza la función reshape." ] }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 21, "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "operands could not be broadcast together with shapes (144,) (12,12) ", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m<ipython-input-37-f6da7a445d93>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merror\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbest\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mxx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0myy\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mstar1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolorbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m<ipython-input-22-d9489358e90e>\u001b[0m in \u001b[0;36merror\u001b[0;34m(tpl, x, y, z)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0merror\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtpl\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mz\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mgauss2D\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtpl\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mz\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mravel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mValueError\u001b[0m: operands could not be broadcast together with shapes (144,) (12,12) " - ] - } - ], - "source": [] + "outputs": [], + "source": [ + "estrellasshape=[np.reshape(star1,144),np.reshape(star2,144),np.reshape(star3,144),np.reshape(star4,144)\n", + " ,np.reshape(star5,144),np.reshape(star6,144),np.reshape(star7,144),np.reshape(star8,144)]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Creamos dos arreglos que tengan de longitud el eje x y y de las imágenes de las estrellas." + ] }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "x=np.arange(0,12,1)\n", + "y=np.arange(0,12,1)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "yy, xx = np.meshgrid(x,y)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Para el procedimiento de mÃnimos cuadrados, hay que proporcionar valores iniciales de las 5 constantes a determinar. La constante aditiva (b) tendrá un valor cercano al mÃnimo que toma la imagen (cielo apagado) ya que es el valor que toma la función cuando x y y son grandes (i.e por fuera de la estrella). La amplitud, será cercana a la diferencia entre el máximo (cerca al centro de la estrella) y el mÃnimo de la imagen. x_0 y y_0 serán cercanos al centro de la imagen y sigma a un cuarto de la longitud de la imagen. Entonces $$a=np.max(estrella)-np.min(estrella), b=np.min(estrella), x_0=\\frac{len(estrella)}{2}, y_0=\\frac{len(estrella)}{2}, \\sigma^2=\\frac{len(estrella)}{4}.$$" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "p=[]\n", + "a=0\n", + "while a < len(estrellas):\n", + " p.append([np.max(estrellas[a])-np.min(estrellas[a]),np.min(estrellas[a]),\n", + " len(estrellas[a][0,:])/2,len(estrellas[a][:,0])/2,len(estrellas[a][0,:])/4])\n", + " a+=1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Ahora, aplicamos la función leastsq sobre las 8 imágenes para minimizar la función error." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "b=0\n", + "best=[]\n", + "while b < len(estrellas):\n", + " best.append(leastsq(error, p[b], args=(xx,yy,estrellasshape[b])))\n", + " b+=1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Podemos comprobar si el método que utilizamos fue eficiente graficando la superficie de la primera estrella y la gaussiana con los parámetros encontrados y haciendo una comparación. Para esto necesitamos la función gaussiana pero que esta vez retorne un array 2D." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "def gauss2Dsup(params,x, y):\n", + " exponente = -((x-params[2])**2 + (y-params[3])**2) / (2*params[4]**2)\n", + " z = (params[0]*np.exp(exponente)) + params[1]\n", + " return z" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Ploteamos entonces la función gaussiana con los parámetros \"best1\"" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<mpl_toolkits.mplot3d.art3d.Poly3DCollection at 0x7ff071e22198>" + ] + }, + "execution_count": 27, + "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": [ + "zz2=gauss2Dsup(best[0][0],xx,yy)\n", + "fig2 = plt.figure()\n", + "ax = fig2.gca(projection='3d')\n", + "ax.plot_surface(xx,yy, zz2, rstride=3, cstride=3, linewidth=1, antialiased=True,cmap=\"rainbow\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "También graficamos la matriz que representa a la estrella 1 como una superficie." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<mpl_toolkits.mplot3d.art3d.Poly3DCollection at 0x7ff071db7b70>" + ] + }, + "execution_count": 28, + "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": [ + "fig3 = plt.figure()\n", + "ax = fig3.gca(projection='3d')\n", + "ax.plot_surface(xx,yy, estrellas[0], rstride=3, cstride=3, linewidth=1, antialiased=True,cmap=\"rainbow\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Ahora miramos de forma gráfica la diferencia entre ambas superficies, es decir el error." + ] + }, + { + "cell_type": "code", + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "def error2(tpl,x,y,z):\n", - " return gauss2D2D(tpl,x,y)-z" + " return gauss2Dsup(tpl,x,y)-z" ] }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.colorbar.Colorbar at 0x7f43a7470208>" + "<matplotlib.colorbar.Colorbar at 0x7ff071ca4080>" ] }, - "execution_count": 47, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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RJM6OLacliTN1e7oJ3Lv/Ns1/o+vOfqpwjO9OeCtBJmNwAMDMasrFzMyq7p1Js1XjYmZmg0WczOaMpeFiZmbNqlfLXMzMrJm7mWZWfQG4m2lmtVC9WuZiZmbN3M00s1rwaKaZVZ93zTCzOmhMmq1eNXMxM7Nm3jXDzOrALTMzqz5fMzOzevDaTDOrC3czzazywttmm1lduGV2Yp3qZ2aCbbNvXn1t8WSA019M8+tn16fSbcF82qkHk8R5/eVTk8TpnNaTJE5fqv23E9l+6aRksTreTvNz9OiucwvHeL3nyQSZ4AEAM6sH9Vevn+liZmaDBZ40a2bVJ8KTZs2sJipYzDqGe4Kk1ZL2SHpuwLlZkh6TtCX7OnN00zSzlorId5TIsMUM+D6wbMi5m4B1EbEYWJfdN7M6eOeaWZ6jRIYtZhHxS2D/kNPLgTXZ7TXAFWnTMrN2Un9/rqNMRnrNbG5E7Mpu7wbmJsrHzNqufF3IPAoPAERESMffMVzSSmAlwIx5E4u+nJmNtqCSxSzPNbNjeUXSPIDs657jPTEiVkVEd0R0T5nVNcKXM7OWquM1s+NYC6zIbq8AHkyTjpmVgSJyHYVeQ/oXSS9IelbSDyXNGPDYzZK2Stos6WN54uWZmnE38GvgvZJ2SLoOuA34O0lbgEuz+2ZWF62ZmvEYcH5E/AXwO+BmAElLgKuA82jMpPh3SZ3DBRv2mllEXH2ch5bmzdjMKiQC+ka/DxkRjw64+xvgM9nt5cA9EXEEeEnSVuBCGo2q4xppN9PM6ix/y2y2pPUDjpUjfMXPAz/Jbs8Htg94bEd27oS8nMnMmuXvQu6LiO7jPSjpp8Dpx3jo6xHxYPacrwO9wF0nm+ZALmZmNlgAiT4DICIuPdHjkq4FLgeWRvypgu4EFg542oLs3Am5m2lmQwREf76jAEnLgK8Cn4yItwY8tBa4StIESYuAxcATw8VracvswNHJPLD9fYXjJNisFoDDM9Psfjp/zmtJ4gBcfNpLSeL874TDSeKcPW1fkjjP7j8jSZypC9LsxHv0tHQ/+mefeiBJnL+Zs7VwjJfGJ/i+By0ZAAD+DZgAPCYJ4DcR8Y8RsVHSvcDzNLqf10dE33DB3M00s2YtWAEQEWef4LFbgVtPJp6LmZk1q+ByJhczMxtijC40N7OaCaBk2/vk4WJmZs3cMjOz6mvNcqbUXMzMbLCAKDiHrB1czMysWaIVAK3kYmZmzXzNzMwqL8KjmWZWE26ZmVn1BdE37FLI0nExM7PBEm4B1EouZmbWzFMzzKzqAgi3zMys8iLcMjOzeqjiAICihUOwkvYCLw/ztNlAmu1N03A+wytbTmM5nzMjYk6RAJIeppFzHvsiYlmR10ulpcUsD0nrT/RpL63mfIZXtpycz9jkDzQxs1pwMTOzWihjMVvV7gSGcD7DK1tOzmcMKt01MzOzkShjy8zM7KS5mJlZLZSmmElaJmmzpK2SbipBPgsl/VzS85I2Srqx3TkBSOqU9LSkH5cglxmS7pP0gqRNki5ucz5fzr5Xz0m6W9LENuSwWtIeSc8NODdL0mOStmRfZ7Y6r7GgFMVMUifwbeAyYAlwtaQl7c2KXuArEbEEuAi4vgQ5AdwIbGp3EpnbgYcj4hzgL2ljXpLmA18EuiPifKATuKoNqXwfGDqJ9CZgXUQsBtZl9y2xUhQz4EJga0S8GBFHgXuA5e1MKCJ2RcSG7PYbNP6jzm9nTpIWAJ8A7mhnHlku04EPAXcCRMTRiHitrUk1ludNkjQOmAz8sdUJRMQvgf1DTi8H1mS31wBXtDKnsaIsxWw+sH3A/R20uXAMJOks4ALg8Tan8i3gq0AZVgEvAvYC38u6vXdImtKuZCJiJ/ANYBuwC3g9Ih5tVz5DzI2IXdnt3cDcdiZTV2UpZqUlaSpwP/CliDjYxjwuB/ZExFPtymGIccD7ge9ExAXAm7Sx+5Rdh1pOo8ieAUyR9Nl25XM80ZgL5flQo6AsxWwnsHDA/QXZubaSNJ5GIbsrIh5oczqXAJ+U9Aca3fCPSvpBG/PZAeyIiHdaq/fRKG7tcinwUkTsjYge4AHgg23MZ6BXJM0DyL7uaXM+tVSWYvYksFjSIkldNC7crm1nQpJE43rQpoj4ZjtzAYiImyNiQUScReP9+VlEtK3lERG7ge2S3pudWgo83658aHQvL5I0OfveLaU8AyVrgRXZ7RXAg23MpbZKsZ9ZRPRKugF4hMYo1OqI2NjmtC4BrgF+K+mZ7NzXIuKh9qVUOl8A7sp+Ab0IfK5diUTE45LuAzbQGIl+mjYsI5J0N/BhYLakHcAtwG3AvZKuo7EF1pWtzmss8HImM6uFsnQzzcwKcTEzs1pwMTOzWnAxM7NacDEzs1pwMTOzWnAxM7Na+D+Eknl/l0fBhwAAAABJRU5ErkJggg==\n", "text/plain": [ "<Figure size 432x288 with 2 Axes>" ] @@ -693,36 +830,501 @@ } ], "source": [ - "plt.imshow(error2(best,xx,yy,star1))\n", + "plt.imshow(error2(best[0][0],xx,yy,estrellas[0]))\n", "plt.colorbar()" ] }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<mpl_toolkits.mplot3d.art3d.Poly3DCollection at 0x7ff071c75908>" + ] + }, + "execution_count": 31, + "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": [ + "fig4 = plt.figure()\n", + "ax = fig4.gca(projection='3d')\n", + "ax.plot_surface(xx,yy, error2(best[0][0],xx,yy,estrellas[0]), rstride=3, cstride=3, linewidth=1, antialiased=True,cmap=\"rainbow\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Y calculamos su promedio y desviación estándar." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0861282243960584e-09" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "error2(best[0][0],xx,yy,estrellas[0]).mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8.691719728230568" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "statistics.stdev(error2(best[0][0],xx,yy,estrellas[0]).reshape(144))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Como se observa, los errores no sobrepasan el 10% del valor de las funciones, podemos entonces afirmar que se encontró una buena aproximación." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Cálculo del FWHM" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Creamos una lista con las raÃces de $$\\sigma ^{2}$$ para el cálculo del FWHM y la volvemos un array de numpy para poder multiplicarla por floats." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "sigmas=[]\n", + "c=0\n", + "while c < len(estrellas):\n", + " sigmas.append(math.sqrt(abs(best[c][0][4])))\n", + " c+=1" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "sigmasnp=np.array(sigmas)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Ahora aplicamos la fórmula de FWHM sobre el array y obtenemos la resolución espacial de cada estrella." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "FHWM=2*math.sqrt(2*math.log(2))*sigmasnp" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finalmente sacamos el promedio para obtener un valor aproximado de la resolución espacial en Zapatoca (Santander)." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.0974170630756683" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "FHWM.mean()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Ahora vamos a repetir el cálculo del FHWM pero utilizando las matrices R,G y B para ver si existe alguna diferencia." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Matriz R" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "seccion1R=R[300:400,450:650]\n", + "seccion2R=R[100:200,250:450]" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "star1R=seccion1R[58:70,95:107]\n", + "star2R=seccion1R[34:46,85:97]\n", + "star3R=seccion1R[0:12,23:35]\n", + "star4R=seccion1R[20:32,109:121]\n", + "star5R=seccion2R[38:50,56:68]\n", + "star6R=seccion2R[12:24,108:120]\n", + "star7R=seccion2R[33:45,181:193]\n", + "star8R=seccion2R[78:90,104:116]\n", + "estrellasR=[star1R,star2R,star3R,star4R,star5R,star6R,star7R,star8R]" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "estrellasshapeR=[np.reshape(star1R,144),np.reshape(star2R,144),np.reshape(star3R,144),np.reshape(star4R,144)\n", + " ,np.reshape(star5R,144),np.reshape(star6R,144),np.reshape(star7R,144),np.reshape(star8R,144)]" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "pR=[]\n", + "d=0\n", + "while d < len(estrellas):\n", + " pR.append([np.max(estrellasR[d])-np.min(estrellasR[d]),\n", + " np.min(estrellasR[d]),len(estrellasR[d][0,:])/2,len(estrellasR[d][:,0])/2,len(estrellasR[d][0,:])/4])\n", + " d+=1" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [], + "source": [ + "e=0\n", + "bestR=[]\n", + "while e < len(estrellasR):\n", + " bestR.append(leastsq(error, pR[e], args=(xx,yy,estrellasshapeR[e])))\n", + " e+=1" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "sigmasR=[]\n", + "f=0\n", + "while f < len(estrellasR):\n", + " sigmasR.append(math.sqrt(abs(bestR[f][0][4])))\n", + " f+=1" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.3115564774230157" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sigmasnpR=np.array(sigmasR)\n", + "FHWMR=2*math.sqrt(2*math.log(2))*sigmasnpR\n", + "FHWMR.mean()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Matriz G" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "seccion1G=G[300:400,450:650]\n", + "seccion2G=G[100:200,250:450]" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "star1G=seccion1G[58:70,95:107]\n", + "star2G=seccion1G[34:46,85:97]\n", + "star3G=seccion1G[0:12,23:35]\n", + "star4G=seccion1G[20:32,109:121]\n", + "star5G=seccion2G[38:50,56:68]\n", + "star6G=seccion2G[12:24,108:120]\n", + "star7G=seccion2G[33:45,181:193]\n", + "star8G=seccion2G[78:90,104:116]\n", + "estrellasG=[star1G,star2G,star3G,star4G,star5G,star6G,star7G,star8G]" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "estrellasshapeG=[np.reshape(star1G,144),np.reshape(star2G,144),np.reshape(star3G,144),np.reshape(star4G,144)\n", + " ,np.reshape(star5G,144),np.reshape(star6G,144),np.reshape(star7G,144),np.reshape(star8G,144)]" + ] + }, { "cell_type": "code", "execution_count": 48, "metadata": {}, + "outputs": [], + "source": [ + "pG=[]\n", + "g=0\n", + "while g < len(estrellasG):\n", + " pG.append([np.max(estrellasG[g])-np.min(estrellasG[g]),np.min(estrellasG[g]),\n", + " len(estrellasG[g][0,:])/2,len(estrellasG[g][:,0])/2,len(estrellasG[g][0,:])/4])\n", + " g+=1" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "bestG=[]\n", + "h=0\n", + "while h < len(estrellasG):\n", + " bestG.append(leastsq(error, pG[h], args=(xx,yy,estrellasshapeG[h])))\n", + " h+=1" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [], + "source": [ + "sigmasG=[]\n", + "i=0\n", + "while i < len(estrellasG):\n", + " sigmasG.append(math.sqrt(abs(bestG[i][0][4])))\n", + " i+=1" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "1.8578851050203109e-09" + "2.320331194403334" ] }, - "execution_count": 48, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "error2(best,xx,yy,star1).mean()" + "sigmasnpG=np.array(sigmasG)\n", + "FHWMG=2*math.sqrt(2*math.log(2))*sigmasnpG\n", + "FHWMG.mean()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Matriz B" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "seccion1B=B[300:400,450:650]\n", + "seccion2B=B[100:200,250:450]" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [], + "source": [ + "star1B=seccion1B[58:70,95:107]\n", + "star2B=seccion1B[34:46,85:97]\n", + "star3B=seccion1B[0:12,23:35]\n", + "star4B=seccion1B[20:32,109:121]\n", + "star5B=seccion2B[38:50,56:68]\n", + "star6B=seccion2B[12:24,108:120]\n", + "star7B=seccion2B[33:45,181:193]\n", + "star8B=seccion2B[78:90,104:116]\n", + "estrellasB=[star1B,star2B,star3B,star4B,star5B,star6B,star7B,star8B]" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "estrellasshapeB=[np.reshape(star1B,144),np.reshape(star2B,144),np.reshape(star3B,144),np.reshape(star4B,144)\n", + " ,np.reshape(star5B,144),np.reshape(star6B,144),np.reshape(star7B,144),np.reshape(star8B,144)]" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "pB=[]\n", + "j=0\n", + "while j < len(estrellasB):\n", + " pB.append([np.max(estrellasB[j])-np.min(estrellasB[j]),\n", + " np.min(estrellasB[j]),len(estrellasB[j][0,:])/2,len(estrellasB[j][:,0])/2,len(estrellasB[j][0,:])/4])\n", + " j+=1" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "bestB=[]\n", + "k=0\n", + "while k < len(estrellasB):\n", + " bestB.append(leastsq(error, pB[k], args=(xx,yy,estrellasshapeB[k])))\n", + " k+=1" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "sigmasB=[]\n", + "l=0\n", + "while l < len(estrellasB):\n", + " sigmasB.append(math.sqrt(abs(bestB[l][0][4])))\n", + " l+=1" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.38171347904209" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sigmasnpB=np.array(sigmasB)\n", + "FHWMB=2*math.sqrt(2*math.log(2))*sigmasnpB\n", + "FHWMB.mean()" + ] } ], "metadata": { -- GitLab