diff --git a/face_recognition.ipynb b/face_recognition.ipynb new file mode 100644 index 0000000..064cf44 --- /dev/null +++ b/face_recognition.ipynb @@ -0,0 +1,385 @@ +{ + "metadata": { + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8-final" + }, + "orig_nbformat": 2, + "kernelspec": { + "name": "python3", + "display_name": "Python 3.8.8 64-bit", + "metadata": { + "interpreter": { + "hash": "53e4db133e7a886bd36ef8c79c0b5519f0af174d53fdba9ad5d5d94e6d9f4b55" + } + } + } + }, + "nbformat": 4, + "nbformat_minor": 2, + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Requirement already satisfied: deepface in 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" Downloading cycler-0.10.0-py2.py3-none-any.whl (6.5 kB)\n", + "Collecting kiwisolver>=1.0.1\n", + " Downloading kiwisolver-1.3.1-cp38-cp38-win_amd64.whl (51 kB)\n", + "Requirement already satisfied: python-dateutil>=2.1 in c:\\users\\oli\\appdata\\local\\programs\\python\\python38\\lib\\site-packages (from matplotlib) (2.8.1)\n", + "Requirement already satisfied: pillow>=6.2.0 in c:\\users\\oli\\appdata\\local\\programs\\python\\python38\\lib\\site-packages (from matplotlib) (8.1.0)\n", + "Requirement already satisfied: numpy>=1.15 in c:\\users\\oli\\appdata\\local\\programs\\python\\python38\\lib\\site-packages (from matplotlib) (1.20.1)\n", + "Requirement already satisfied: six in c:\\users\\oli\\appdata\\local\\programs\\python\\python38\\lib\\site-packages (from cycler>=0.10->matplotlib) (1.15.0)\n", + "Installing collected packages: cycler, kiwisolver, matplotlib\n", + "Successfully installed cycler-0.10.0 kiwisolver-1.3.1 matplotlib-3.3.4\n", + "WARNING: You are using pip version 20.2.3; however, version 21.0.1 is available.\n", + "You should consider upgrading via the 'c:\\users\\oli\\appdata\\local\\programs\\python\\python38\\python.exe -m pip install --upgrade pip' command.\n" + ] + } + ], + "source": [ + "# Install needed Python Packages. Tested with Python 3.8\n", + "# Install deepface framework.\n", + "!pip install deepface\n", + "# Install matplotlib\n", + "!pip install matplotlib " + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "metadata": {}, + "outputs": [], + "source": [ + "# Load deepface libary\n", + "from deepface import DeepFace\n", + "# Import OpenCV to read images \n", + "import cv2\n", + "# Import matplotlib to plot images \n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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+ }, + "metadata": { + "needs_background": "light" + } + } + ], + "source": [ + "# Test matplotlib\n", + "# Set image variable\n", + "test_image1 = cv2.imread(\"images/angelinajolie2.jpg\")\n", + "test_image2 = cv2.imread(\"images/angelinajolie4.jpg\")\n", + "\n", + "# cv2 reads colors inverted. to correct this use cv2.cvtColor() method\n", + "test_image1 = cv2.cvtColor(test_image1, cv2.COLOR_BGR2RGB)\n", + "# Print test image1\n", + "plt.imshow(test_image1)\n", + "plt.show()\n", + "\n", + "# Print test image2\n", + "test_image2 = cv2.cvtColor(test_image2, cv2.COLOR_BGR2RGB)\n", + "plt.imshow(test_image2)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "WARNING:tensorflow:5 out of the last 38 calls to .predict_function at 0x000001ACEC90C040> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details.\n" + ] + } + ], + "source": [ + "result = DeepFace.verify(test_image1, test_image2)" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "{'verified': True,\n", + " 'distance': 0.31736278533935547,\n", + " 'max_threshold_to_verify': 0.4,\n", + " 'model': 'VGG-Face',\n", + " 'similarity_metric': 'cosine'}" + ] + }, + "metadata": {}, + "execution_count": 56 + } + ], + "source": [ + "result" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": {}, + "outputs": [], + "source": [ + "def verify(img1_path, img2_path):\n", + " # read images\n", + " img1 = cv2.imread('images/' + img1_path)\n", + " img2 = cv2.imread('images/' + img2_path)\n", + "\n", + " # plot images\n", + " img1 = cv2.cvtColor(img1, cv2.COLOR_BGR2RGB)\n", + " plt.imshow(img1)\n", + " plt.show()\n", + " img2 = cv2.cvtColor(img2, cv2.COLOR_BGR2RGB)\n", + " plt.imshow(img2)\n", + " plt.show()\n", + " \n", + " # Loop models and print results\n", + " models = [\"DeepFace\", \"Facenet\", \"VGG-Face\"]\n", + " for model in models:\n", + " result = DeepFace.verify('images/' + img1_path, 'images/' + img2_path, model_name = model)\n", + " print (model + ' result: ', result)" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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EXLLNf2GV7Xcowm8day0v7/3CPDKJWl4Yq3oLu/yri99ZpxtNLQ0W9Z9YqYu/lnSi9aoGBkUJjNG1UKpGQ8yHtYMfRyAAYorYJd+2KizyweI9NMbjQkMTCk0Q2lDoGqHvPH3rCA68tThLzQjAVzRWUTtwxWGLR1Ii56jIfonkecaYSdP0ogi+lgZZ6bkqxBGpqVb9wLy1+tFYgwkawa2vmUDTYF3AuhYbAslKTVM9ULMRb7RUKRmHpsLD4cI8TuSYEWPot9f4puGrr1/zxVdfs9nsAUPjPX/9Vz/n+mrLMB6hGPabLbtNz6Zt6jkJOOe5DAOpZIZx4v7hxP39CVuD1vl85ng8cDqeuAwDBQPOEtoOHwK57tApG0KzpWlbrHEU1zBcJuaozMrt4UIIgevrK7wvdP2G5nzhdLnA+YILgfuHBy7TxHa3Z0qRGKPuVjUYTdPMPCdKymRbsMXQ2Z5t17LbdBxPR1IpTJcT8zTRYhGXFV/JBYsjNC05z4pjUChZg0CpWolSMqaSN6WCw/CIFPyLy+0/FAh++LFEFMQzy6K3FuM8Yt36e2scUvQ1L+XTcl8RqVobFc8VWcRlWUVcNRiIuBVj+13HxxEIijDNc62NtH6yzmBMwDuHt4E2OKUJG0vXWPrW0bWGpoHgDN7ax4wAg6/pnyGDWExOmOIRH7HZYq1gS4aUa90LhZkssVJOS/S2WANgsRbE6Yfhrb4u6uK3LmCcw3qP8UGzAeswwamQ2ypOYHE4EzDeUuYIKTNdBs6nC8N5YBonrAt0mw2xCLdv3vLm7Vuurq4opXBzfcXLZ8+RPPHw7hv2u5ZXr17QBEfwjm3XaTZkne6mQ+T2/h3n88A8F0X7xzPDcCJlBQqNGHbbLaZpsD6QxJCqpiPFxBgjx/FMCJFchKZpwQTVFKRIzDBMA3eHEy9ePOPm+obNdsd5nLmME6kUxDgOpzNRlPGJKVJyVloxRo7HE5fLSClFmaDWk3MkToXttudnn7xkijOv375jNiA5k6vmQ3dmQylZyzMp5Ep36m5fsM7hiiEVFRtZY7A1yFurQi/9vH9/alGP79tpv0sdLphEfRL9p6qIVDVamaWqOZHKEiDgrMOZuunU+5ZKtRq0zDQOLJacjGowzGOwWEUGHzg+jkBQUxwoul7Qus5ZT+MdTbB4bwgOuqBBoG8sjROCE9qgi9QZgxWNrMGAtQLGYYpDssPkRElgrGAkIKmhtF3d+Q3FoFw6BrLFFvfeZ2esQbzqArx1Wh6EAC5gnaaz1HQO6zFLaudMrYsdDo/DQjZksYzDzHAeGC4Dp/MF7xrafkPKwpu375jmmZvra3zj2W+3tE1gHB6QNPHTT19yc7WjxBmPKhDb0DBOE9Mw8c2bdzwcLqQknE4jX331muPxRNMYrq+3vHz1jL7rKCmRgbvjmYfDgUssFJwGhZSYY2GcM6UMeN/AZaLxDSF0NEEY5hNFhGmOfPHNG7IYrnZ7nG8ZJmUgBMgIl3Gsi61gqnz4eDozXEZSzsSYsQ6g1XPsBYkRGs+mDTy/3hGCZ5gSl3FijkLTdOScsabgvafrPPmsJU7TBkC1DL4NmNkiJVJEmRhJT6TZPOoGfq9gsCiXvvsHPshIiKw3URy8XvFGSwJrHRbNBnQj0gCxQBnGGJxz6/daBlTq2kHGIJL1PSyg5A90FX0cgQAh5RkR1QaEYAne0DaGpjU0jVU5cANdI7RNoQmFEDRIhOBwBrwFYxzWQjCLWKMAGZJFsqVYcLnueFVwIqLYb0EwzikdFlXSTJFH0ZAF8RbrPL4KhqwPmiX4sFI4OA0CUhFfayzOBawNWLGY4pjmiTRFxsvA5TIwjBPWN/h2w3mK3FdR0LNn1wzThavdjmc3Wy1lsvDs1Qv6NiA5Epzj2fUN1mq6/3A88nA4ch4jp2HkzZs7Dg9HrPFc3zzDu4K1hcvlTJoHpAgxJ8RYur5jiCP39ycu4wzWMMdCLoC1hBAIoWGUieA9zjqCc8QpkmpN+sXXr8mfyCrVLhjGccQ4WynQuiOjmdXpdCbGhIhhTgnJBTGCs5ZgW0rOWISr/VY/JWMIIVNkIOWJcRzIOeO9IZMJztG2LTYa0hSxi57AoMKktmU2Sn2KKBsEj9nA750RfPB2v/tvS7+EWdJ3zFoGgAaBJQBYoxvbApgvuM7yOp1TrCqXrCAkGhhSqn001mBqafSh46MIBErjJJwLBA9tsPRdYNMH+t7Rd2YFB5uWGgSUPWiCpwm+BgKDsYI1qitYJL+IovkmG7KFFIHswQekKZSiGvViBOsd1s14byutx1pLCgZxBlvLFWOWms6oLnzRhjsH1q3ZhbNev4yDYpjHmTjMTAvPPs5Yp5nFlBJv3r4jhMAnn7yiSObq6gXbTct8OeMtSgnmhCUQvOPls+fEmDifL5wvF+4PD6Qi3D+cePPujuNxoG062qbXGj9PeO/Zbhp22x6DYU6R13d3DJeBrt3w2ad7DqeR+4cHsonglDEZhpEUM20IzOOId5rCeWdwRc9ZlsKbd+/YbDZcxlnT/5JVM8Gj6KXUADtNc80K9XdYVVkOw0jnLBcpdG1gniaurvbMOTPHMzdXOwyWcU6UAsMwMs0G7x190+B9wGCIcarPVyjG0DY9Xdcgw1wDQXrSjPT0+AEG/oMZ9/f98VE5sCoKWf59rP9XRsrYVZOid5D3dnZjDYusjQylLK9WcSyV31vEfeh16vFxBAIjhE4Xet86Nm2g7wPbPtC2nq6xdK2la6BtwDfgvBAcNM4SnCNYi7OCdVVAZJ/QQyWvqisrBVsc4j3We2xOuBBwRpuPpJ50YwyuaEaQRZSGMlYVW7YKhRTBAaP4hCoHvTIELoAYrA0Y67F4rOgOlccZiYnheCJNc93NGqYY+er1G0IT2O57xGaCgT5YznfvaBvPbrtHcqFtWvrQcrPfY4HD4cjdw4nT+cIwTRwOJ7755i3jnAnthnZzjRiFPyyBrgl0wRPnmZRmkgivPvmEFy8d37x+4M27AzIXXlxdMefCMI744DhfBqZpQmLGiKXkSJYCzuGMYEH1FzFzOp3BmlXlV3LBiFlVooiQrC5Qby2mot9FYI6FkjJG4Ga/5eF4ZoqRFy+f8/L5C0osnM4DN9ueg4zaU2IdwzQwT0olGgzBeyyGcRoQY6pALNI1HU3bUGwkCMzzDFRqT68aHvW665X0g0zBCuZ9a+UZu2QaNdK990e9h6reaiaLXXUqZskg0BIAHoHD5fmyKB6mpY3D2sKjRuKHM5yPIhAYY9h0DX3X0DeBTdew6QJ919C1nrYNKoVtPI33BOfw1hG8x3ungKKzeN2IsRTE1J4FFixJRUWpWJyziHM475ESKFIIRsAYnHUka0jOkCuy7Yp2JMJjN5hxqg0QY2tbbRV/WF9LAovF1O447aQczwNxmClz4Xw8czocEVRFNyXh9u6Otgn0mx5vrWrtU2S8nKtIKEApNG3D1fU1m64jlczXX3zJ/cOZ0zBzPF14d3fHw+FMKtB0Pdk6fvP1GwShCQ271gOZlD19HyjiKRSODwec63h2c81+d8PXX7/h/uGIN5abbQcGOg85Be3imxNFHFOKJAMBi3jVJIhoF2XjPaWonNksJZZRsMt6R2i1EUlrj6r9wFSAzDClxN3DAdjhnOX+/gEM/OSzz/jqq284XiY22567hxO5ZLz3zNO0qi2b4LScaVvIiSKFeY5YsYSmoVQwTURUAFVBNoNBlhb19zG+947fucS+JxlYdIBL38Na3y8lwvoEy+/texnJgg2smcOT+xgj5Gwqu6VMwRIIlrbuDx0fRSBw1rDtPH0X2PYtm14v+q4N2v7aBtpWsYMmeLzzWp/Wvny3bM7W4JzBVeplUY5pv7vu2MZZrCi6L6XgRPAia3egXqcFQ8FVebMqnKVysU/R3QXE0ftap4IhwZGlZgfG4X1gOA/EaUaSMI8T4/lMyYWm72m6DV/8+s9oGpXFBmvpgsOkRN+2BAtxHgiuI/iGtu1ou5ZhHLh9d8vd7QPDmDicJr748jUPpwsEj+867o9nxstEGxqCd0zjSBotcfQMnWc390CVZXtDyRNxnBFx3GwbWrvnMgz698bTthtKUWqOJByHkUuKnOeIiQlTDI1riFWXESoH7rGIeVS7mSZgW5UZTynhjO7ejbMkEWJMlcnRJqjLONN3HR2G0+FE8IH91Z7jMDLPI6F1jOcZY1XJGOPMnBMxzbg407YN1nlcyZhgyTHijKFrGsDgnNcFU6rStTa4rYsSvnfVP6Xz3hcmfTtqrHmGioPM0jewlAfL49knAcI++VlW3cPTQLA+d23QW8sM6oZlnpTIHzg+ikBgrWHXNysu0LaVJmwdfeNpWk/TOHywNN4RgieERkFCb/SrRksNBAZnNc3KJYMpKNxkNAsQUTS6lDUYiFVFmqnlmDWQjUo1i9R2BMyqAFPxk55sQIOAsRSxNQvwONeAsQyngdPDkV3bM6SBeRzJKbPZbjC+4c3bN/Rdx5wi++2W65sr4jQiKdFsOuZxoGtbmtAwx8jz58+J48Td2zvevrnj4XDhcBz45s0D94cB22xAHHd3J0WSU6GUmU2zYbtr2bYNmzbQeEsbfO1UnDFFSytvPcYaosk0reP55gpbsQDn7QqiOuP47OU1d+PIeZy5Pw08nEdiNmQfiDnjfcC72k3qanBGL1zftkwp0reBxgelK0shp1Qbi5RaU1GXMM0JexlogsM9HNjs9rx48Yzpm7dYKTRNWHd15yxFCjkJOSVKKSpCCgELqpOIEYzQNi0pC2a7UZC4qMAs5aWxZLlSH2v85SeWxfe96sTvLyPMWgosoP6TzIDHRW4XkVHFE6xzykR9h6wwFdCurJUIVpziHva7VOb3HR9FIHDWsF/wgNbRtJa2dTStIwRD8OCdfjlrahlg8V67D43VD977qkg0FlvNGazRnnmckFFXHuO1SltwA2cMkqoWfLloTcUCqmJr6VOg8rtGlujsqmapRm8c4LHGY63nfNEg0PsWmQvTZWAaRrx3tP2Gu+OJOSawll1tCBovJ9VFOEtOEUqm8T3TNPH8xUuc83z5699wd6eZwN3dhV9/8Q0xQbe5Yi5wuD9QSmLTWvat4/luy6ubLddbR1fLrsap0KTkQmGrWQ+osg3HOM3kJISmJTQB62upJZBTIs0JsZbd/jliHQ+nkbvjhTe3BwqWCNW3oSOVokHYsLoPgdbOXXA01uOspdtuyALDFJliVPOWeWaeVJMQgn7Gt3f3xCJ09ZzNdwc2XYfFcLlcSDlhnYqMiijekDMkmWl90O7VEMhFvSiccwTriU7fdykFW9A+keVaqQzSB7mC9wDH30UfmhWcNGs6sKQENWNaMwFb2QKDrRnmsvs/1SuqejCDLVVdK0rP/s4g9f7xUQQCayzbrqFptWbVDCDQNFoOeAX49ftgccHiwvuWY9ZK/bmKdrAUXfoVQXVVC6D1VIX2artwDQYGSjbrB2Osq85BmqMuyZ1+1qZGZw0MSwdiKRYRi3WBaY5cDme8GGTO3N89MJwv2ipbHXbOlwFfS4LtdsM4nGs9rVhAnCeur3ZM88yzZ89xIfCb33zJl7/9hjEWjpeJf/qbb5gF2u2OS0xcLmcchVf7js9f7fnsZsvL6x0vrjbsWk9o9OL2XilQBKwLLNZqxqpnQkqFcVJvAOsdTduA0ZbfkgqmGIZ5ZiwR6wI3my2f3Dxj2zTqLIThEhO+0QU3pQTOMqesgKMIfd+rCi6rpsBbx3kc8RTwDrEqKjNtq1SvsfimxaDZkZ0im27D0E4MU2TTduSYkFKYxgnfFNquwzdtVTOqxZwLFitgnSApYWzNFKxFcqKkqLRvCKSsPhnGaSaoLNLaFPw7jt+9Eyv2IOtGtEic4ZFShKelQb2fqAOWEQ0S1a1OgclaEtgiFCNgsl7rK77x4WDwUQQCZw2bviE0CgxqIPD4qhHwXnd/H3z92a2+fc49euo9UjI1wkqpfKx7IhjhCQqrxgdGCq4GhGIf07TitE7Pi5ZgeYwaDJaorf1ejsVPQfCMU+J0PJFTZutbzg8HpmEkp8Sm35Gk8O7ulqbtuQwDfdcxTSPkxG67oQmWYRjY77aknNnv92y2W968fcuv/+zPmS6Z4zDxxTfvuKRMu91xHEfSPNM5+OVnz/k7f+0X/PGnz3i2cWwaS98EGheq8szgQ4M1niIqyvFNq5iKCHMqFHGk6sZkncV6xxwntUiLGWccMUemHIm5MGcYUiF4zzhHivUczhfavmdMmYfzhTFGxphofai4iy6+PjQ4owxDqN2byRqmlJlj0m7RnBCjtmSbvsd7yziMdL3jandFnO8RERrvQVpyDTgpF/quVzpRaq8DhsZrGm0sULJKfb2la4J2fKa0KkJd8Fp3FyHlpMHkd2AG7/lArn/gMS6IefyjPNKperOn4aViVsbyyDYsuNT7TUuIZg1iPaWkJ+XGEgT+CgQCYw3dRgNB01gtBypF6IJ2HYbgqx1ZZQ2ctv/6pW3TVfEOCzCiC9MaoaAZA+gOoN2HaHrl1a8um2qAaqr5qQWTFgbJkLXg0nRuyQik9oCjpYGI9hOMl8jh4cjldKb1LeMwcrlcgELXtzRt4O7tO2JJmBQJ3ittlmautj1tMEzjhbYNiAPnA12/4eHugT/9z/8plyEyRctXbx84x0LTtZAiTZz4+bMN/9offcJf//lP+NmLa/pg6NpA07U0oSX4VmW4GIwPNSvw2OAR7ysGYohRBSqShSgF2wRC8OQpkuZEqX0B5/HMlLUbEOuYYuHZzTN1MbKOu+OZKSaGmPU5LyM5jYiBcTojJRG6jv3Vlmf7Pd5ZxmkmSiGWzJgSD+cTlwmSOEiCK5CmQRWjpXA8Hthur9n2PfMcmc0MYgihAeOZc+JymWg6VuOUKc5I8QSvRjALPiRGaNsAxnI4XYhJhf7WqX/EulzrIjS636y/exQk1Qfk22IezUUXk1upJaxKhRfxEEBRdSCL6U3FpJ7KkNeHNAvz+CRPMetrMt/qtvy+46MIBNZZ+k2L94oJeG/xNROwwWu97LUt2XuN2ooNPKZPyxsXeaRorLEIRRnZRZGFaJqvogK1Clg/WIM31VdwNYPwqjgsNXDUjE8zC1s/dLsGijhpd+PCEFgLh/t7pS5TpNv0jFMklYIxjnmaCC5oEKsX13C5ELzDu0ATGvp+gwj80//in3E6nHHNhjdv7zidJ1wIEDNOCn/j81f863/rV/z85Y6bTceua2iDo+k6QtfRdFuca7HBQ1U+OqdiJ+uMppRo7ZxSRkrNjFAw1RpLDpmSVJGZ5oi9BDZGlCWoKkKpNmUxJ9q25eF0huOZfdeRUyHOkWE4MZxPlFxI00ycZ+4fDuw2G66vrrm5vsZ6zzBNGlhS4u7+ntPxRJq1T2EcZ5xvECmczkdCaLHW0LQNc0o4PJlEYwO5FIbLGVNauibgQkOcVcjkfKjt7qhCD6HpGjYFDpdJNxID4tTTYCkRjXn0MngqSHp/B36aCpjHn5c+iUpXPqYQi+Tq/YdYcYMnrEF9sgo4ymMZ8CQUaJaqG9yHjo8jEBhD23qc11LAWlsX/LL4defyXmlDWw0nFnnl0ygsFc2Samu+cLbW6O2cOBAhG6fNRG45aZUNWMBAYxAs1ikHa7JgpLB8ZiKmqg5Znz9G/TDGy0gcZlyxnA9nRLRNuWlbBMvD4R5jPVIy0xRxveN8HrnZb/HeE6eZ4Bv1ZkADwj/+R/+Y29sHrGt58+aB43nE+UBOmdYZ/kt//XP+q3/7V7zatzzbtnQh0LcNm82W0G/wbUfT7zCuU2GNOovWrje3ZlILWu39k3OKvudStAgq1W4s+MCuqaYjRdRHsLbFBuvqrqv2ZJ1v6JuBOE2MCA2wbVoug0qsj+dLvdAdwamHRNO0dJuO7XbHdrflerPjertnmiamaeB8PjNOESmJmJUZcD4gsdBtOmzKyDiRS0FixIowTSM5znRtqzqCXBjnmaYJurubmqaLsNn2xCxcxok4K+vgq34kxpmStUHKOUeK5QmFuDYM6z8rNciT87nWmYpbiHZHsnS1Lrdc0NnfQVM+Uon6YIYngWgpD1g2md99fBSBwFhD07qK/GsJYK1Vusermaf3riL51bNuwQOecKp6apfQqv79dT/T/2S50N26s4OmZ4tpjHO15jemuuMUyEXdj2pPQq7zDKjtoWlWFyGKYxomTvcHTNbW8Hi54IPlcrngfOD08KDqtgy3D0f6TsGtJni22w05TgpyWcf1zTOudnt+/es/492bW3zoOZwm3t6fiGKRkmms8Hf+5h/xX/nbv+SnNz3PNg1d19F1HaFt6bd7mn6HDS0+dHjbkoFsNGk11QBGSlF/KLtkOaKuTnZhCrQV2zqDoGItLGo9v7R6p0SMMylGTIDGexqvxqe7rqdvW1V2poikkcYLtiQohUtMCjBKQm3qMkUOFBENot6x2/Rsd1tevHjOfr+rGpEzU7UyTynTbjTgHk8nTcKtLo+uCUialBYshaHqS6y1eNQO3Fl007GOec44K/R9C0YYx5kUZ6WufcC7llg9HTT45dorULOopZ2xLvvl+jTvXaMrUKC9ENVFawUAoVKFC4z7QwuJuvgXBksjm2oT/wr4EVhjaJpQo6vWY84aQqOde66KhpRGoTIE1GCwDOooCqJgwCzpldZfYh537aXGf5+/tWD0orAGxJQnllD1b9QAULSDAKkio1y0no6GkjKX45l5mHDimOYRRFNha9VrcU6Z0G754ouviTHTNWC84er6ipwTl+MRg7Dd7thtr7i/f+Drr75RJ6UEX717YCyQSqb38MufPufv/snn/OT5hptNQ9/3tJsrNrs9vu0I/YbQb3GuwbuAw+HQ+xfk8YJxXtHwmmp6twRSU3FXQaimLka0oxKUzhKHlLxmS8ZYbPYVwAoEn3BmRnKB6z1Mz9l2juM48NpZgjW0c+J4mZhyYYqFJLkCluC9Q3LBzZH5/p7D4cCzm2u2mx1N03LlA4fTiSlmhsuF/f4K7yxzTFipvozG0PcbBQ+rrmAYBzW69eqqHERNXLu+R2RmGCZc8DgHTbDkDIhQcsJaR9/3jOOgC3jdsannpW4iHwTqDO8HhEKRjBHNuHLJlAjOCTiP+kw/ukK/3yUpPAYdeMQGdF24vwrdh8YaVX4t/nLOVKWbrQaXVfvvHr/XoLCk/rL+DiO1t1yzAkx5RGaXOm4NCmWVZC60gGZvFmMLOLue6CJL2mXVZChroEkpK2cghsPDPefDBWc9JDUTddaQss4NOA0jRQxv3t3y1Vev+fznn5PiTNd0SCnc3r+DHPnJp5+x6TZYLF/85gtiSmAcb27vNQhg8Sbz85fX/L1/7Vf88csdz7aBTdvRb2/orl/SbLZaDnQ9bduj5ZFb00SbdSe2VZ2i1us8kajqjAipdXAqkYKKWoJVTCRrS6ImpFa1Guos3ZBzIqeMJeBcVmA1J6QN+FfPuN413J0OeDKNEU5TorWOYZ55oHCOCbHaqr2k03OKtN4TrOX27R3v5JbQduxvrtltd5TjGcgMlzNX2x0PhyM2QEqRYRx1ToKv7bugVugizJNmFN3aAwF9v8GIIeZE1zbkmMCaqrEw6xCV7XbLPM8Mw1jnWywM1ZLCyw8B9jy9gV6T1XBFtG7QQKPCuKeg31PNgqzX5/KIT0VK3+58+O7xUQQCzQga7RyslKCqw5RGsjzRWL8XBev9K4Cy0C7WLifWVjDm2+aNsp76hbZd6jdTgTGqYGgJICxGEEabY4qUOjNAI/p4mTgfL+So6d00jaQ44Qxsthsu08wcE3OG337xJbur3VqehBB4ODwQp5mb/ZbtVr+++OJrzscz1njeHI48DBNRdGjIZ7uev/snv+KXnzzjeefZtQ27qxu2zz8l7F7hu1bdkkLAOk13wei0I4M2QlU/AEQodVCIAq7KABiEUmcMFExtsEKHz9TgtmbAxmKdqxz5Iq/OiCmYnJCQ6SVjjdB4R9c6fKjTlJqGd/dHAnAcoORIKaoEGdPSlWiYkxrJ2BaCb5inmeEyMsXEbr9XW/VxZI6JcRho24YYE11WE9o5qnORd04b+QI1s9NZCsMwEOdISglnHV1oakOUwey2+veYMUbHzhUKwzDQtq32i4yz4ihmkbfzPUHg/evwsUL9vqX6uNs/LWXNioM9YgTfud9yrRr12f4rYV5qjCEEx2rSUlN+WwOCrT8vbZm2/stqbFrV1TWtXWjEhRN/RGsWWucRSJHKKCxqL2RBiKuDsogqEYvuelI98s7DGSngfMucBk6nM/OYkCRcLifm6UJJmc2mRyxcpgkxXh12YmF/1XI6Hvjs1QtEYBxmgnXs91dA4fbuNd98/RvSmLg9z9zNcMiF1hg+2zb83b/2GX/tZ8+4vmppNh3N9Q3Ns1c0169o+huMV97feV/BAF8XvTovWCxJinbFIYgFQ80QisqJU85kUREN4tc4kCVptmB1tylPEHCV4+nOqdfr444ui3szINawFYFc6IKj95bGQfsARrRMu6SCT4UpF0pOkKimnRYfGoyxasU2J+7f3bG/uqLpO+Z55nQ50fVb5pIJmw2tMczHo07CqiKdXFRF2ngPCOM4KPtxvmCs5ebmBu9V2+CspWlV+zDHDAaCdzXoTzRNi+lbxmGqPD6ajX5nges1aOriFiMYU9QUv26EejxiDOt6MFSf7yeOyLCyTaU8Yl3IAl4qALp2KP+O46MJBD64asm8pOlVJITu+M45TO2zttaxTkLS/WcNBMvjSUVaF7Zg/TikfG/wNcZi0XpqwReMdagy0enwE1EzzNPxhDU6IizNhculItjjREmF8/lM01jarqXvtwoOzoXLJfJwf6Jt+6qBzzhrOR4PlDRzfb2nbxsohTffvGZOiXFOnM6JIWdyLGw3jr/5R6/4kz/+jM+eX7PbtGz3V2xvXrK5eUG3uyI0GzXjsHrucnx0q1G/vqrCrClsKXldqkoXPh3wqs431qn5SylpPWfLbdbPsPZx6IxKbeQSt3yWHmeEYFEDE4S2DpYJjcqLrXNs+p5ue8bdPXCaMk3MXObINNY5mEUYholSVBnpQkOKuovf3t7SbXpCF5Ci/RPOBUQKXdswDQ7JecV3gGpakp9Qf5pBni9nLVm7Vi+b2irdhEApkHJhnguuXoMpqp9G13WMw0gu+b1W+OWxv/eowqr34ILfeTymBmb58QcYgd9HZvxRBAKM9hGwLmRN6ZeTbK2t3y/OLZUSqV/GmBU7eLwyWcuFUnXXq+Krlm7LKX16kmylxkSowyKWyUUCxTAMOnNwv7tCMpyHA6eHI9OonPQwjkp5Bo+3nixw++7E8Tzz+s09MQnb3YZpmnn27IZhGpmmC33wPLu5ou9bjocD4zQxp8zd8cKUPHFKXDWWX/3khr/9R6/45KZl2zo2/Y7N/gX91Uva/Q1hs8W7Tn386wWeq5G1Y5GrLtOH1ZRFqoONLBzLAnBZQ22mXiXWpgJPIuoRaK2KkxYA6xEt191b51OoHFu9HAxOBAe01bTTDoaSM7taallnSTniTwPWCMEERiA6VwfP6BSkmDI+aPkjxjDPE6fTET97pWpLomlaYsq0oaFvG87nMzFmQhO01bn2qwzjoCB09Tw0BobhQs5JmZEqtgpelZhmjjp/I+XKHKTq1uSRpmWchyfI/wcWYb0OWfCrDx4LfvP0dvVi/sDx+zgufRSBwKAyY+ARW5El3bdr6m/qDr8AIc48goe2gopPL8THTOCJSEMfei0NNGPIK0agae1jaNYuNg0Zp8ORmDKb7Q6MZRoGDncHzsczKaujzjSOiCSKJLabHXMS3t0dGabE/cMZ37SkOjm4bRvm4YC3hufPr3j+7AqH5XA4Mkfh9u5CqRLgXXB8/skV/+W//jk/e7nletuw7Tv6zY5me0Xor7DtFoK22xrUj0+q3FQqcKre/lmBLVHK0LhlkKsOE1mCgdTzXtMyJKcVp0Hzs1U3Z558Ds65mqbW2ypPWcuwgvUNQQRvtfV4EeTEmGs5IeTrPa13dOeBwxAZnSbFlylp63HKxFKYYqJpfB2aanA44hyJKdFvtpQU1RkqJ272e+KsrEEuuXamBpqmo+sa5rm6G4tdgeUYo77nbDBGPTU3fUcKXic9mazXnBRSjGSjwce4Ti3kc36vdVgeU6j14n8vTMi3GK73QL96g7VsqIA4dt0A14f9gQzg28fHEQiM+g0uC1HkcZE+tmIui/3xe2PMagryyCYsJ3x59McQIPA4NXZd66a6Dz3NzWTFE6xVvn4aB2JKbPd7rS/nTExZ+wnmzDxGDsdjle8WrvfXbDd7vvrmliiGw+lClsKmbRingc8+/YQUJ6Qk2uB4fn2FxfDu9p7zOXIeCnPWIORk4sX1lr/1+St+/uqGPji8b2i6nm63p9te0W52uLZTy7OFMxal/Sz1BOcMFbArdf9fznrB1BHpBusDpvLj1vAkQ7Jae1Lr0mU2Zb1436OzKn3lrAYULUcszpk6l1QtzQzgfIP3LdvtnrZpdQe2lr5t2PUdm+OJ28OFJMp8FPHYCI1piQI5R+Z5UoOaoMK0aZqYhjMG8L4lhAZv1eD19uGhlnw6/+B8OVUNi8O5FhG0z+DpURel5KQbQxHaxtEET0qJlDylVGHVPGK9p21bbdAq5b0NSmXCj9fcU53LsuM/LVUezUugRlWeho/Vat8Ynm7+3/75Q8dHEwicN4CtgF29iCpjYIxZBz+42vH3bXOG5SJc9d6G9yjDJfmtp/q9/y+hwlqDiIM6al0n6hamGBnGmf3+Wg04pwljnCLWw4TBcDqdK2Jc6DcdTduC0XbZOQrn4UJoG1KJtF0Ak4jziDfCfrtlt92QU+Z8Gpii4d39QKFlHI/c7AJ/51ef8rd+/gnPNxv6rqXpr2m213RXV/RXe5pNp4NVTFC+HlToYyy5pFoa5TX7kZKXgljfvTVqrGpVceh9wDqn+oms6bhkWUs2VVZWQ4zF0/GJ6k31Fmgzlpru62eIekAsMxOyCNa3+DajXb9qBR+altPpQAiWrgtYC/fHMwCpWOaYyQLeeHZXV0zjyPly0hTdO5omqM/CrH0HDsNlnun6HnhgnmeMNXjnyFkAXxdNqQpWHca6lA6lFLWUcx7QGYy5JKxxdE3Ab2q36elCKplpSpWuXAxPSg2oT3CV70npnxINUs+p0oe18cg8vaWwBP0Kj6Pg+b/4GvwoAgHAoymTfdxN1p5s3sMBvu/rveM9DKCevFVLIHXnoyrnKiax3rEChxYkZ52JWFChjm8RA9M4MQwjD/cPpJg4n85chgFrNN3v+xZjDZexymdHFcfs9w0pzWy6DZSkvfUZnl1f443h/nDgeB4Yp8w4qRlHFyy//NlzfvWz57y67unbQL+5ots9o91e0W53hLZV0wqoKbnUyc4ZSp3bIAVLxkiudKgq9nINBtZafO1AnJKaeRqjwzOc90hVaoo4itTOPOUhgfczgsVqm2Iq4/AkeKAlXQGsc+Ti8KHVGYZZX5sX6HuAgnGCC45U9hQptElwIVAw3B4HTsOJOU40IRBCIOeEiGCtp2QhzTObtiPNMzZ4Uk7s9zvS4QFqKZlz0W5CV3CusLh66fvPGNPQNG0FrPUcu14B67SOiHe0IRCcY5pnToPOc1iOhf5W2/7HQyoL8H7XISuDxbduXT+Y91iDp9f8e3XG75sO8LEEgpqJG8N7jURLI8hiAGKte7Lov/2u9VDAEJaeQDWsXKYVSQ0I8iRAwBp8QE+effxISim0IQAGZ7wmZTFzeTgxnkfinHk4nsBrN2LXNnijjspfvH7LNBcO57levLr4gtf4rS5FW673O9I48dUXX5PoeXN7R8yCpIlffLLnb//8J/zs+Z79psO1PaHf0O92dJsd/eYKV6k0YwSKqv80hY8UiZoFiO5AJad66hTkwxjV3ANiIUkktEFTeSzzHMlJpz6VIvigrce1VZOS81rKPQWlrLXVCEb/DqJzCYXV6q0UDS7ZAC7gQ4ezgeIi3nnVKAVLmAacD1gTOJwGKAOxzUwxYhzMMTNOF50XUWCucxqKQM7CnBJN21IQ4jzRdC32pDiGsx4k6/UiSirFGNcMADRItq32PFxdXbGk71YSTeuUFi2GeYw01mG6Hhs80zyvkuYYlSGyxiNFDVvKisBSSw8tmTBqO7w0EumXYAVlJBceV6941tzCgqQntOMinbc/DBh+HIFgCQBUl+CnDq0rHvAUL3i849Ns4L3uL3lkB57+fUnNRJaA8YSMeZKCLdp17wNNExiHERd0evH5dOFw90AcI4f7EzkJzjqaELBW8MEzTjNffvmaOVrmGOk31WHoeoexhpwiUiLPrrZY1Lg0pszDcCZW3nzfWn75i890kMn1Vn3+uw3b/TXb/TXdZqN98lYXlZCo08IpJa7ZgKrTEhjWHXsxH1HbtnpOrSUXVaXb2vxSKm7QeM9cUh2jDsbZVZKsJ3cp0x4Hhhh0fkEBWFnb5f968VrvMaKLg9boBKOa3lqP6hwMgCP1gjWBGAtTTlxRsNNMLGgnovEMNVubkugcAwMPp4HrOlJMrAavzabn8HDQ3ol6XZSieIO172eaKRfSeeB8HjkcTuz3O5wzmtV5tbS3YtW1qi7A4C3WqvmMyxoE1AexumJXrEWnHT+5Rvn+kgGo4Ou6ZJDvbITLBqYBNy9l8gJ5feD4KAKBpouPwMjiV2fq6C6d4/Y+cKhSy8e0FB7xgmXnXxa6eVKjsQQBvpU5CSC2Rk/98t4TQljTXmsM4+XC5XgiTolhmDidBt3pSqHpLY03tI3n3Te3nIfInAPW+7o4tP4sRUG76/2OF9dbjBTu7g7gGu4Od6QsSI787OVzfvn5pzy73hGagHGe0G9pN3uafoMNjTrm5KyDWSugrL0QGchISSCp2pEpLbYIUIwDK5aYdcc0Vt2frHOrLVfbNszjrFN2F1UeKi9WZ9zKONRPUpC178Asr2nJaCsYpjHHVustPfkiQNIWcJX5OkQ8ofGE0BLsANlh7ch5nEhGaDY99nDgMiUkqeKvNIExJmJJaqtewCMcTheu93soarPWty2D10E2FbnDOUfOkVJkfU3eayZKZVS8b3RgbNLZF20T8AEa6zFFcSaPMNVuSMkJKUpz1pis/gLZkDFqBV+T2yXHXcqybx8LwG0qkP1ewFhl9eqBIIsXglnAsg+vwY8kECzqwQoc1sENOm14cSR+7MW21aHYGPteyvOd9kwRBbJEMYgCqyhlbdooVN54oQ1lRXhDCDjn1snBIpmH+zsebg/MQ+L2zT1xzoCjaxxtcDivDT23dwfEBlIEZzUQeK+jzMkTzln2mx4nhdvbB1KBh/PIZZgQgX1v+dXPXvDyekPb6Ij1dnvF5voF/dU1od/gQmUJFqxEhJwiJSVYFmSOlJzUwl0U+HOu+g+A7ohGuzqx4HydxOsNcYxYZ2iCQ5LiDZlCCA0iMxmjwCqlfha5liVSz70GcBXYSZ3P8fiZrU5P1oJVxSDOEGynRnNlxhBw1pMjzCExuEjXdcwlkePMZ69echwmbu0Dp/Ogi7MNTFm0/CpCKgZiZpxG+r7Xa8xA1zYMpVSwUFeZtXb9/K01VTSVqx+m53K+oJp/iLOWnMwz27ajMY6StNRx1exEnCEXmKYBZ/2qRhWr5yVX2bMuVH0NxrDu5AubILWkrVvYunLWyuIJRrBQ69QsxFijdd8Hjo8iEFB3qWUxuuXCXsqEFZR6LBuAx8VcT9TyIT61ihJQd140GCxNNNaa1XtOH0tPayk6sltdksPaqeadR3LhcHdkHiLnw5nT6ULOKobqGx3UGpznMiQeHgaMa0hlrFG5sNlt9DXOhbZxbPuWnBOH05kpG+4eLnouJPP5Jy/46Sc3bPtAaAK+7ej2V3S7K3zTYUOHCY32E3idCJxThJwqIFiI84ROxy0gbn3P0zwRRLDeK1Dotb9DnFERUEraJCRCjolgrU6BQm3LdFCpYyaC6Ggyay0x6pYn9TOg7uzWVMOYglqCoZmCNa5iNXUIKCpN9s5orZxBxGI9uCbimhkfZtq2w44XzTCM0Hctfd8hYjhdhnVfrEbWaC4E0xxxzrHZdiBF50iOM8ZKpf7eN/t8yoJoRqiNT5qy1I7DqIrKy/lM8Z7WB7CGNFfWwDok6Oj5krNOz7IOZxVvwnv1hOQRLnisFd7fxksdzmtxa7CAiiFgwMiqFl0y7EIVc/0AlfBxBAJY6zL1H6xp5RPgUKppBfbxDX07fVp+Lk9kxIu6cMFkV/31UqdVfttaWx19BWcD3gWKboJYoxLYd29ec/funnmKvHn9lhIzxqrN+qZrdCBJEQ6HgcuQSTiyFBrXYIDGB9I0Y3OiazraEDhdLiSxHC4XxlmBvOtty69+/hk3+w3BW9q+p9/t6TY7mq7HNZ1eQEDMlQbMVSFYch0uCt7oApY6+0+yYhm5ZDXjtFbxAZQ3L3XoR9d0DJdBJx1PM8YH5mFAKOqsnJPiEjmvO46Ca9VbsNSu0KJWZ1IvRsm1RsCs9OIi37CL0UzdDJSeVKrOONG5kE1L6DK9CGE4IePAOAwknC5kFP9w1uCtIZlSJU+AGGLKzHGmS57QBLq25WQuazv2Io+GpWyU9zh65wo+2Ce7tYqIvHM0TYtkNWbJWSr2YchAEwLbzY5xmvHOkFLWPhosjXVETVWfGI1+d33okJJcgXWDMY92e9ZUK/56P4vBiUWM9sukqm/44Pr74F/1BPz7xpjXxpj/9Mnvnhtj/i/GmP+i/vus/t4YY/6Xxpg/Ncb8f4wx//oPPf76QqxdLwbnnHoSOK+mmdWnwD1pSX6M3O8DO0stv4yaXgLAep8l9eLx5Cz3zUUvgqZtwGr9prScQXLh9VdviFPicDhxOp7r46nSbNMr7zzPhXfvHsjFcBlHUlGgaNP32vtuFBDbdh0GOJ0H5gIPhwuIwUnhlz97xU9ePdNBL13PZruj3+1pN1t18HV+DZBAFbTUxb0AdEktxfQcoKliRZ1D3Y1KSpSopYStJVfJmZwizlpSVD/FkjXlX4JnkUxOWcFRUKvwmCjLANOsP+f62CVnpL62RcNgLWpSupQMRnX8wXsdMutVOuy8jmo33oP3hK6l2/Ts9nu6rq8CnqgzF7NOQHbe0bVtxZr0kFrzS9bbGwFfPQWKqLTY2oWZWrQqj+B0KXmlJktJtVVe23/SPGGMZklZCqEJek07FbwtPQpNUMypbYKaoFizmvHoon5v3b2HYclT5gtZ1a6LbNtaqbb+6uMZvKVx6sfYWUdvP7zn/2AgAP7XwL/5rd/9e8B/ICJ/A/gP6s8A/x3gb9Svvw/8r36Px9cL1erCX4aI6lBQp4o4r0WdOO2S0zasih1YRzGPk4c17VSverOiVDUDqOWrskyVJqzehylHUon44CimKNgkRcEfazndPfDwzTsup4nb2wNjUgFMcLBtVDRyGROHIfH13T3RFJ23J0IRlanmGMnzhPew6VuG85kYhbtT5jSBKZmfXLf8zc9f8mLfsd927PdXNFU+7DY9tmt1YvNi0wbrxQHUHSCRS8RZtNW41JodpThNxUwMOqDViNJfkpUydKL3c6WQpgFJqV7MrZp5or76wWjgkqIsh+iYoHpRV5zHoEpGSaQyE/NELhEhUSRSso6VCzbgTIMxQUHEymyof2QdM+8CbddrVuQbQtPRdlsEVUWKGFx1R2axtjdL2q3vO8VMHGfyFAnWstv2tfO1UMgsxrVLNqAsjDICzuiYvbbVke3Oqudj8A0lQ9O1hLbBYIhpYp4HJE+YnHXGZhFMTlgK3puKx4Bvgna2rsXso00cKsEiSR3UyyI9VpxCPXr1NXu7zP3QjCjUYBuM4P9lzUtF5P9mjPnjb/363wL+W/X7/w3wfwX+Z/X3/1vRd/EfGmNujDE/EZGvPvwsdTqR95pGGl3g62Jfdv7ahLQYlGpD7RNSSkDdiWqVJe/3GCyIeakI+KMdOcSUtP243te5pccBxjjxzddfcTqdOZ+HyhRYiik0TUNotDV3nGaO58RliBjfkXKm7YKm31aHs+Y08eknN1hjuAwj2MDt7TvdoRB++bNP+PT5NX3b0PUb2s0O3/S0/RbnG71gjJpoYp68TmO1MUrqOTFPvPEqjuLrHEKp7cYFwXlPEQXFMJDmiFhLniMWpc4wptKTjxlUqYNlrbVI9SoUWcQ59dwKrMvQGgUcQb+X6gXp3DoFybIEZEEkrY8nos1gIbTYkmik0LQ9fT8zpsJlSlgbyWViHCesUe/LrkNt2aaEoINCbRFS1gnM272hCYHnN9fcH061S7OoutGYFR9aGJCl1Fkyg0o2kJNmP4ZCu4ytq63NkgvYQhcaLEZNXSUzzxFMwbpWAVfzSJ0v9J9+hrJelGuTHaqUNAKuoMN+rBrqV6hgvfYFKMH/wWYffvpkcX8NfFq//xnwmye3+2393XcCgTHm76NZAz/59Eajq7U6jdjqNNN1pNjSBGQWCTJPVv4Tc4d6EsQoW7CAj0sH99qqrDqRWhKoZBgEHxp88NpgU7sOS8qcDgfubu84Xwbubh+Qohyjt/Ds2Z6udxwOJ6YoXC4z1nRcBtWqL7ZqSAYjNMHx7PqKNE2UbHg4zlxOE94ZXl31/K1ffc6zXUffNvT7G9rNntBtaNoN1jcYFzA4HUtWm8+NaO1fcqGI1uO4RzxEEXvRuY8GXXxOWZU56nASYsJbtSsruRCcJ+ax0oasF6StphwxpRo89O+LNv+xTFNJsRIIhcXoxYjy+6WI7oiLsKmWCRTl+dcGqEpFWuvouk5fh3M04UQII12T6LpMH4VxSkw2cR5GUgHrA03TMsW8TqxahEapTnjebLdsN1tOl4EQNgyXYc3RFxvxUhd9zIm0KLNhFcEVEZwzTNNE8EGvNasZBBZKTGA9wXkIUJLgUecqxW4SIpaS6/RsLaJqf4asJa0VBUBd/bLG0Bi9FjzUNnrqZ6IblUrrjcrNP3D8S4OFIiLm95m7/N37/QPgHwD8nT/5XHw1LBXndeS4q4MljK/Mh1IgZc2eKnK76tzrTdYM4PHDFGpHmZE6lruszISCO5G2bQiNKuq8MWrfLTqM83g4cjgcORzPnM4DhhYk0zSepnXMceT24UAqLXcPZwRHShON93i/uCcJOU48e/mMxltO54ixgddvbxEpNBZ+9flP+ORmx7Zr6DZbms2e0G1p+62qa9C5Ds6GlUZaO9+K7j5GRLmkOk144fVBF6Duvq4yMstIsnoC69xB7xzn04WSsy76OdWMIiiOUk0vSslPtB+2sjaPDTPrRVEvD1O3UFszM7ELVgMiWV+T065GvYLzY3ZRB3qqTNnh6iL3PtKEjq4ttO2kGoNSmOaM0ckstXaHZRRuFiGWwjCMNE2DbxuudjvtP9hASpl5nlGnJm2VXkDDxThXN6Q6EyPqckspEWOkbZqKMgveeYpXPCCL7t4BrwvaGZIYcFazjcUnbaVjZQ3myxgzW4ODE2ic4gDaol9W+l2ol4A1Ou/j+/xRvnX8RQPBN0vKb4z5CfC6/v4L4OdPbvd5/d0Hj4WagZrSmzo1aGmoEI1wsgJ/y+IuFVTRIsE8AVMWcxERKp1VKiqc1ot3Gf7pgtM6zSz3SVAyznruj0def/2Gd28fuLs76i5YIsYUtn1HSonz+cRl1CaUXHT3yjnjguCMUnumdtM9u7leB21ehonzaaBrAzdby69+8Sm7rY7w7jZ72m5HaHusa2o/v1s5+qefqwiUZTBpNXNR1kXPk6L6uQpcoBihDa2mv7ms5yxndcHJWcEwJV9E6cmiu7NzVunFahWvQF2sjTmynueFBXr0j4TF41FrmoUoe8xaamJQyT7WdFbfi8qFZQ1cULJUf4JMjJGUCosgIudIihM6ZwGwVW1XhFgEV4RpnJBdJseZ3aZnDp7LMDDJjO1aGFmZiJSWkkD7J5o6xs0AIThyUpnyOI7K2Lia2Yg6I1ujnY65AqdZUNC3aObmw1KiaRljaxMeqHu2w+CXmt8aGqf/WiNY0Z4M7KKFKZRS10wpOFGD2Q8dvw9Y+H3H/wn4d+v3/y7wf3zy+/9hZQ/+68DDD+MD6E5edyvMgiRXXADzRL6ptMhjkwYsjsLLAlmvlAVdfdr1xYK0QpGESMI6aNoAtpAlgclrIEjTzP3tPW++ecvh/sTD8VK53EQTDNttT06Fd++OYFoOp4EshSmqXZU1VXUnhjTPXO32eOvqYrC8u3sAY+iCThV+9WKvo9/7nu31Dd1mS2jaFc12uleqD4Pzmuo7W0d1LQCiw6HjuR473R5724sI8zwT64BRDGSkziYoak9WCjElUsngVGm4NBLllCr1Z1anXT2kZlf5yXnPLH2fOedqwioaxEuB+rmY+hpdjQ+a9JX1s1qo5EXwtWQ4331eMNh1BgawnoNSKtBmVUi11ODzOLGYqfVty3bT07TaBt00geB0loZ3bmVgQlA5ua++C8u5L+WRflzPVz0fuTo7GftYOmlGoWJrqXJwkYxBlaeqPSx1JF8hGKGxQrMMBK5fPqjDV2g8TX1tbetpm0DXBLoQ6ELzwSX4gxmBMeZ/hwKDL40xvwX+58D/Avg/GGP+x8CfAf92vfk/BP67wJ8CF+B/9EOPX58FHSiqzSim4gNqoKmxytaMYCl1Ft+2RU5s5BFztRWIWnYoYxbwcEmd9AMokmnbRu2sq3uvsaZOPobz6cw3X73m7t0Dh4cT85wIm0ZnNW4avHfc3p6ZpkyzaTidb3Ftp849ztSdVD/orm243u/IOTFME+OYOBzPtE2LLZlf/uJz9tseFwLtZsvm6pqm7WoQWEBSedKlueAitd7HIi7peTC1d34pZCsAa43FNrrLG+cW6A8QmqZZEXznfWVddAH5xmOLWXvrc85rRgULFmHWUeQacMpKf6m2YJE7FHX4qY1HtnofGqPeC1IyJauxiKwjxvQ9WKcegQtI6qrbtUL7qopc+lJMDRypgo2LJxMoRiAI3jnmGGlTAmMInWfXb+rrLRg8pSiV6ruO4D3TNCqoGWPNfnS78iGQooKnIQRijIrHWAUd9bPSIKT27FYlxtU2bsFaFkq4ogQ40UldDldZAc2OnDO4UHU3lcp0Vv0frFGmY5XaF+BfFiMQkX/nd/zp3/ie2wrwP/mhx/y+w+IBp0MijMPUEdCr4gS7mmRQ++oXusqaQiJpyiwJHYBeJx3xeDEVSarzd5rmWiNqu5WzprJi8Kb2j6fM6X7g7t2Jy0WZgK7vNQsRYdP1TMPE3d0J32x0uGdKOJsYc1SMoVp/N85yfb2haaxO5YnC+RKZU0FsYdc2fHZ1jSmGZrOj310Rmh4TOqxXrh4xWBPAerI1VQjkkbyk1lk1FrmWSTXYUTMDY6Ui4oqVLEmTWXdhUdFW0O3GAvOkcmdJCQeqH8g6UTgV1VgUQcdxG/AhVEC34PBri6/ugLUk0BqDQsFaD9WkNi+CpJTUCamKZ6g7N+gwlTlmQlCKbgHR3CI5twaxWsp450mu1E0BrDjK8vxSKEmIztC4lpIhBIMtma4LjNZgupZhntHdvChr4R0ONUd11hKL0Pigw1UBL4L3VluqU8IbA86vWampblemCBQhhLYWsFrRpDliQqOslggmF4wtWKmsmvErqL5oa0INiNaokCpYS3iScaxF5B8II/hLP9ayoLIDTxH/CoVqODDaVmyoo8yLaH1cLcbzasT53WNREapCSyrCW3c00QvKGEOMkfE88HB/5N3bWw73By6XgevrDSVG2t2Gvt/y5Vdfcb6M7K6fc/fuAbCMdYCG95rIp5RUHtwGRBKpRATD/eGCCy3zFPnk5UtN6RqlDDf7K51UbG2Vpgr7qxusb8iVUnVWqVZthxWEDJW7xxqk1PNZBUwhOLLoRB4FwHQ2wUK2Wu9obcD5pX02aYrdOkrKpDo6jNohmksNKlJwaNpZSgUB0TZa6lg1a6XiM0VnLbql/jeq5hR97VY0lV5ERs5oppilaEdmRcWl1t3OetqmA45auxchhIAZJ6zTSVnF6EBXLdPqZ00FDGNktpY2J0qy2LZBSuHl8xe8u38gpowEy+l80dFtztFvepyzOhE6q7I0jiPeVV2BdaSYWGTuUuXYa+MagDFrKeF9UIt50a5FFvs4qU1hFSOwS3n0ZOaHr7NAvbX1+S3BWs3mzCOYsmbOHzg+mkCgnnmPySpL6r+AiPV9mHqSkPKoWKtKoQU0LCKPBhz1BJQ6VhtrVnpM3WnyustLUZgqpcRwmfjyy6+5u73n4eGBNqiIxLSW3e6K03ng3a2OLxunyOF4BhtIsV7USxAw0ARP03qyKIA1TJlxLmBbKBOffvKcrgu0/YZuo9mAdZ6cEr/5898QfMd2f4O1bpVaC0YBKqlGK7XeXBtT6nlba2frkFTUh9Dq9Og0TwrQOUfTtuSioGbbtoQQVg/IORXA0XYbJOVa+jxOhjbWrWWYjpNT8ZZzZnU4UjfhR4rRW3XUyUWVesY8Dh6RrBiCqVz8giGkFJUiLcpmWGu1VTyE2iFYPRZFsYyUEgZD8ArmLSnGsgsLhpgz8zTRNp5Ux7Xtr1v6tgc8p8uFvu1qqm+QkmmCp2SPTFrqWK/dmsbCNIw1Q8mK2MPaxOScq/0RdaxaLmRkxT40m1BfRGMMHoM3toqDVC3olwngVicgeavj4HRorsPbxW5WHpNp5K9QIHj6QuWx03oR/FDRf54ATaYugOX3y2JYJxbV9AjqlFspeONVOlxNRlYpchXd5By1LDhe+OqL11wuEwbL1fWVqsealiLCN6/fchkjoW25O1zIVVsgdVdU6W2i2/Rsu5bgDPOoNteH00Dodtw/DDzf97x4tscHS2hbXLPFhh7jA1ag7Xr6bqcjvqtNVqk7faksh7V6WWtNnWvfgTzuQrbWi1b9CBdJLdaqpRqAVSCyCdrNeLlc1NQlZwTwTUtJiVzm6kliSSkqg1OqM5IBRaprA0810BCpzUT+Cb4hOt9QP0dFuqlBbNm1qRRlrspIKQqcqSGrln0pxaoD0c1knmZF6JPKoK13CkRTKjNVxUz1GUvFk6Q2Q6WcmMeBru2YY6Lv2lVKbihrPbXZ9HSd4Xy6rNeqc448p/Xci118GrW/I4SgGhVx5KLgaE46+hyjRq42L1IADWCLDNlaVWhao/ShrxJlZRCWAFGDhLFPAkEFWP+qBILvHCsIqD/Wt7Pu+lK/WOL7oh8WtS5/LDArgl0zglypqpJzBVYWNJq1cSbGxDdfv+bu9p7LecSgVtkORxs2nM5n3tzeYqyn3ey4f32LD56YavdazUS8M2z7hk3ravquMwZizPimYRje8vyzV+w2gbYxtF1XG4o6jA844/j5L/4YEQNOO/Wcc1pDGp00JClRSlRPgiJQslqSVVEUxlIkrcM8TO3XEBEdlNpoWj/P84qC41TmLctO5h1WnIpxUsIIxBy1LnVCkqR4gQIGKgSrA2PULr0WIE+48QU8cxWbUerssQnMLLs7Rec0Zp0/mUqCpKyOKvJEaxIpq5mMYLRzNGdSTFjvaIJjiokFQUGkDlsxzDFq/0HXEZwDybSt58puGMaZUjJxUqyh5FxZlID3FtlsKrAI4zAs64627dBYa99jEEpKFFz9XHTT0syrXrsVC1sCnYFV8mxqIHCmOl1VObGr8uJglbZ0qNZhYShWdeIHjo8mEBTRHd4YBbqsXTTrrLv16pun31ED6fvqOdGGjJwT1to1RZTqTwhC8I6UtUlHXYr14kwxEmPk/v6B3/7mCx7uj6RZfe0lF9q+xZjCu9s3qhirn9IUZx1RnlNNrwE0heyCI1ggFyTB6TDS9zu+envAUHh2vaNtLL5xWB/ANoj1GK9DSyXLmm7HqO3BWC1l0jTqNOE4VUqt6jFEZa26g2kPhzOivgPGaptsTnjX1LR9ob8UWy+V8mrahkn0XBscZY5aA6dSuXHLPJ8oorUuqbD4EmJU6agzIqn6hCdj5evX2h5b6V69IVCqRLZmF0XyunPnOBHHgZLmGhBqQ1BWLr8kHTwSvKfEWXUklmrZUa83HtdGmhO5TRUU1A7Uy/mBtu8JHtrgkK7VWRNRiDnirIrJmg7GYdKMDc1a53FmjjNmVil30zSaVVmjQKf1Cp1KwZSsfgmCajyKMjLO+Cofl5U61U2rsgZGM4q1bFh6DAwEZ3DOK1akr4ofigQfTSBAFtCu2kaJ9lYLOmR0SQ1FFDRaUkulCUvdEUvdHfSNpxSZ5hH1OzQqqqipclj087IAWSpKGYaBd+/e8e7drfbXU7l5Z2iC53K5cD4PuBAIzYZhmsAYvcjRp1ZjFeWl1aNA67Y8F6wNhHbL+fwa6yxX242iv6HBuqD6AOtwoSXGzDzOtad+wPoaLBC2rSNfBtUrkBVpRxWRqc4ysNZhHdU2PdBtelLO1TfvkX+PNS1VY9estF7FIdqmqQGoWrgtSLTYWt/XDs3a0uxsqMGE6v4DIprv2nXXV42fGN3zTF2kIm4dUbdMubZWU91M1qwuRUqKGBQbWga0rJlHLSHXbKZ2BEoRQnB11oMqFHMpGB9Ws9cUI6HReY6ezPn0QNtt2fQNOc2k7Oj6DTFmxmlSVqgN7OpYOe98xW0MOc9K/1Usw3mlaxfDkhwji4pOSqYUpVJNNSlZB/RW/EC1IooXKDhotTxwZqUVtTdP1lZ+66oI7wf6DOAjCgRqsPk4TMSu1EctBxSChYqSl8oSqKKudsAtgaKi47kk5fKlIMXgq1OQ1IvXWUW3l+YSayxxStze3nE4Hpmijqg2KBJLKhzuDljnGaZEu/GcT2eCM4xj3TdN0AuATO8D3mrD0TiMXC4DbX/DN7cH4py52TXstoEiDuO3hHZD17Z453n39oGvvvyGw+GgyLERttuOq6stfdcyB09JiTRPdCE8+lladd7VgNPqaLWScT6hAzp8Ba+kcvjKa/vga30OKct7bIOzLdMwg9HsQGpGgrF0XadFmqjKLUtS7r74Wk67+hlUUNDamvW5SvHqz5msNJl4stWMREoh5UTMMzklyEUdgLJmOkvbehG0e5LHbszFBlypUwc5U0p1tyraZShFwUqHFpsxRjabPefLkbZrtX4vmU3fMU8T4zjSNr4OV52rJbplt9kipXA+nYjTRN82ON9SSlLGwJjad1E0e3SBZYqWXZUhFeh1ixqmKN6DqxTrQvUavDF4wBuhAYIBjyHUEQC+liNLiSU/oCGAjyUQyCMroCn8UtvnWi89lgZLMHj0is+rfHZRsi3fq8jF1I64Sq8tysVSalNJbcsVmOfIPCe++uJrTscLKRaCrWi2sVwuak8u1mmrrLHMlS5MSWrOBnGeuLraELzTmXsLHdd0ON/w7u4Baw1X2w19F6przhVtv2WYZv6Tf/If84//9J8xTlH56ZqNSEmE4Nh1HbvW0zSeq+2GLjg2XUvjtLfBtwFjPZRUO+kgJ2GIUbX3IeCalqly2854LTdsnW5cBTeUwhhnnHXM40icJ7yzWmtHpf+srS3kUrOirDV8TjMlmUew0lSMwKBUkFH5NQWMM4qiz/N7vgePZrMarOd5ZnoyMMRaVxkOT66zDlMVBy2dqyXXzQIoufCog1SgMKVE45XhyVlZinmeyTmz226V8rTQdx3n85kUJ3b7az755CVff/OaFCPjONCEQN+3pHnicHqgbQKlJPUmqOWBdbbSYEWbxKpk2xVRPwnREXK6DrR3xDbL6L9FEyN103TVD1JBWlfLB1d9Pax5pMPXN/yB46MIBItKQCofbqiikwXprjv3IkYR8mPqtJQJlYOVyiIsFJpUDtbVk2Ssot2LKkygpsiFlIR3r2958/U78ix1roK27zrvuXs4aL9/LnT9Rnvbow7DXHTnRlTE0ni1LffOMI0RsNy8eMmffXm3LvDrqy2bTasDOboNx/PEr3/7Z/zzP/+S8ziv1NJliMzzuJZPaRzYOKUld33Ls+s9n758xq5r6buG3dWO7XbHNE/qoFQnFxkfsE0gz9VItWkoCYxtdf7f+ULB0PY9JYviK/NEcI44nHEI41l3Rm1+Up+APM+1VMjE6aJS4mIpWcsL67xKnAQ11TSqLQBBjOoLYl3gi8VZznnN8Bb2Y8FxSmWAnLXrLIE8qzdjTpE5J6zzNH2HzJFhHFcqbSkflj1y6ftfmJUUE40PxDnq3MR5whpoQ0PbBM6XC7Ft2V9d8dOffMrrN28UrBU1MNnutozTxBQnmqDXzVJ62kX1h2JY3rvVjzOmojRwMdUkZTHxVS2BqxuYDn6jUu2yZglqgOKqutBW5krftN7+w2vwowgECz2IVAlwnaxjras2W/VCWDIAWSyxtImj1C/VaQNFo+syF4EaTRfgxXt135lTUc/+rGOx0pz5zZ99yTQUTHF4Y2hDoG1bzpeB8xgxLjBPF7qdq7uTBoZFNWcNtJ0nBMtu21FyxFrd8WNx/ObLrxUtN7DftBjg6vqGVOCLP/sN37y7Y7fd0PcdxQqn44HzPNEGFcakpDXxu8MB5xx3zvH63R1ffvU1L2723Ow3vHr1nOurq6qR9/T9Ri9IH0gT+LbDlYZpONM0DU3fMB4eOF90fsBwPBCaFm8teZ4Zp3H1P8RoLZrTyBwzbduSYyKlpTRTdsaYACKkDJKi6h9cg/W2goCq/Cx1N0y5ehtIrmCv7t0p5bpb51XavDAKi/6j8Z5FSWmsQBbGOJFq4PGhUQ1JDayLm7Uxj2XEcjjvkRHiNCO9ujXZrqFrPddXG5DM5fRA3zdsNh03N1fM80zKM1KgbVv6bc94ORGaQIzzKjtehEWLKaoRnTPhfaM7u7AOUbGgwiApkDOmODWJFb2WtREJFRBZvZ5s/XKVclyAdPt7tBR9FIFAFy+VIqh6c2rUK75STyrmWBpWZOmmqxzCQiFqZqC4wRL3tUlTyDGuDSZSEmkdhxXIc+L4cOSL337NeIpMl8S272gbzzRNHA5nMpYcE4KhaVou45mcMstcPxDaLtB66BqHIZNipGl79jc3/D//33/KZUra+kpk07c4r/qBX//5b0nF8rf/5E+4vrpimi7c3b3l669nTi7y7t07bBZsEpwUQvCqxzcwniNzjsw5c3c8cHu449n1Fc+ub7i5ulKhiamKQyngtBfAO8d8Gvnq+EAIgf31lWIjc0K6njEXSkqMw5k4jaiRhl7Mc8wUMcyDZxhnBWSdPn5MkZItuej+lYv2/xuvEmSMuvOoCtHifaOahYoJlJLW7GAxk13A3CVjWN2nRGgaT9+2HIehlodCypnLnFRebFQy7apIdRGaaVBhvX1MZt1IEC0XuqZhuJzZbbc8v7kmpxljhDRdcNbw/NkV4zByPJ11/kGO7K/3pDgSY1oVmk2jQ2hKTtUhSrUt1nn1kzAV5K1+Bktgs1TwT4r6GtaMwFXqdQkA2g1aaoDUfo+nrXmPOdD3Hx9FIKCmalL5fdWu6+JdPO4xhlxSbUpZdoikwGBW1HwVF8lja+viTOusJZVCijqpGCk0wZOzcrfDZeL1N284PJxJERqvTSbWGobjiRh1uPh5UDML5xzTNBGjOh6nkmm9xxlDcNA2jpIjIVh+9vnn/PM//4Z39w9QF4MVQ3C6Wx2PZ/r+ms9//kfsd1soE41Ac9Wxd6+Y5z0PL7acTwOHw5m7uwcGhJMULtNELsIUYaqzFG8Pjjf3D/z0k4EYI84Y7B4aaXCNg6IOOVLPh6rlAvPluC7M4eGOeY5YgTSPxHkkFe1IzLlKfks1A0kKHKainZc5F1K2xKjpbk7ql2CdU2/BovMdNrsdTbthu7mi7zu6xj/Obazy6gXIXf5dB43myBwnRDLBe7Z9TzgetdFoThS0h6Fk9VwApTKXHkWohiLGrBRmqeVI3/cMw4DOqmiYxhMlR7quYbtVO/Su33A4nsmlsN1uGeeZNIy6aVnDdr9nuJzx+JrpUM91ZbUqhqVMSKHvWu1KFW36WjIDFkbMVrUgi+cTK0D8vgPyIiZ8Agr8MFb4kQSCeqxor1HgipJr2VDFH/KIHSzcck7aSFRywlKtoUSqyYOyEVKVVpTaQOIVdyhFdQTzlDgez3z95TfMY4Sis+y89cQ5MY4Tc0yUoJNymlaHXEzjTBU9a73aBm0X9Ua5Z8l88slnDOPEP//1b5hiBtNQcqZpPW3TkLNQMjy7uSZ4y3A+kONAHk+U6UIjiZxHWpOxncWXlm14xsPxTD9OPFxGTsPEMI5cyqxWWdZQzgPm9RuMCF0TaJwHCk4CJlZ3IQymFHKMjPOIq1Lj6XJmjkpHmgIpzszzyDAOHM8nLuPIOM0M48ychKlYUiqchoHzOCDGIjhKqR2jq31ZBbS8jm13oSGLoW03vHr5ik8/fcnVtid4R4xpleYuNXYpRUewPaELF9PUvmvouw5zOVGylhpSsw8j76+LpwtjAQ1DCGrbXgrBB0QuqD2m2pXHeSR3DbtNz/39PSF4Xn3yiq+/fsM0R25ubpjjzDjOmgG0OlXZGctwuahBlTE436i/Yk3bnfXkoiVJEwIla6YWmlAFRrKWnKojk29hYfJ+EHgEP1Z8UJvwPlwefBSBQF1qYuWVZVVdFQQxqWrI7Zoq5gr2lTJrI01RT38jBVu0BTfKMtmnymxNNcMUUYttWwNPUdus+7sDf/brL0ijfhCNtxjvORwunC4j2UDB4VoP3nIeLsScwOprbZw25/St4WrTYY3h2c1z9lfP+H/9o3/C8TyDqC26KZHWeRWB+Jabm2uCFabzA2meKno+MJ3vGS8XYtKUeJ5mLApA7rYbmrah3zScLiOHk+N8HvX9x0jJhtEajsczx9OJq01H8EYzIGMegVRrubm6BnScd8lJa/p5JqZMKTqE43B64O7+gbvDkfMwc7xMHC4DORsSjjkLx8vAlLLSZc5RijYNLdORnNXJQCEobdgARSzH4Zb744F3d+/42Wef8fzZNU31E1BBWFQGwGhvwKIDkGLVcj4lGm+42nUcxg3nUTtBKaaC0JU1YEWLakmgQSAXTaWb4CglUpz6DqZ5wu+3dJsdp/NJ+0Hajl3fMwwjm63l6uoZr9+9RQ4PvHjxnHdvb4mjdp9ehoGrzZ799kqBPmsxzjDlmRgTzuvMCrIC0613DKseRdS0BMEGnjRiVbBQlmG3WbUkYrQ6rhOrpWIpGEM21dnrA8dHEQhUK1DnzmPBVmGIaCyj+sNLlaBqO3GqAz4rX1yFJZJrP3wNk2alUPRMOOfUsjumikRbUszc3z3w7t09IjrTwDqdo/dw1NrPda126xWtOYc6Dn2xvXZWMQHvHW3Tsu23fPbZT/nzP/+Cr756pzt/SdV5JuN9izOOTdOzaVrefP0Nu+2WOc5M08Q4XpjmgXmeARjHEcmZtlVXJJEqlbWW7aalCY5d1xKnuf5dL5KcIynN665uXSbUfgNj1MTifDlXwVbSoFMScY7EeWauGdG7hwdu7w/cHy8czgOnMXIaZpJAxHAZZy5jrKO2VN6sjTBWdQrOQvDgwaGZQYkR6xsar9r72/sHtYY7X/j01Qu6NjDPmSy1d0DL5HrFQEq6aJq2JRXFTXabLXfHAReFXLv6HtV131oN9Ve6yYpajvtqpe89UgrjZaDdbpiGM8NlpAkNL57f8NU3b0hx5nw+8eL5NW/f3dI2Ldf7Ky6XkVyEu+meQzpyc3WtLdqoHsDjVt+GhQkClXynotOqDDoHY7E1XwawrF9VSJdLroyEXanRp3b/xlQLtB+gDT6aQICkqqBLLOOZpFBVhDW1y0odlpLIJT1Rk1W6sBpvKj1dcWVZ/P8VqXV1BMxiw2WA0+HMV1++Js4ZZzrEOLIY7h5ODNOsnYBZSKIGHjkp16zdZMtwy0LbenabDbvtlp//4o+4u7vnN7/9ijgbFbM4g7XaZto0QbnklDk8HPnTf/pr2q6n27ScL2eGaeL+NHJ/f880TUzDSMmK0ouo3tw6aBrH1a7jetNz1XdI2zKOszrimGozXrGUGCdsSUiJeN9QEK2zqRqAorMSjRQkzZQ0M5xP3D+ceBgmHs4Dbx+OPJxnpgSXMTKkRLamWoAt+n9DcIZ937JpPdtNz8sXz3n27IZN1xHniZQKw5iYYiZmIQlcxpnbu7ccDg8Mw8DPfvoTQuMAQ5KqePS+lglCTKkGYW1LDi6o2MbUAScIadkh5TthQCm6ChwWqa3tTi3Kl3WTUsYME1Yc43li2yeurjc0zjKPZzatYxwGPnn5gmGcudpfk2Y1K3354iXD6aLOytbg/dLgVjUVtYXeW82YQgg0ITCOk/aT+LDSmu8FgZIVjLWZnCzJLApOWf99b/aHWVCE3318JIEATckqhVhMbUHO1V6q6E6snnFKE65CoiotNnV6qYg2yYiVx1Kg7iJr00tVXDrrGYfM5TTy1ZevV4da23guw8RpHNV8Iqi9mFhlC2LUHbltW6YpVtMIwGT22w1/9IufE+fIF19+w+kUmUY12XDeVEMO7V6zznO4XLg7j/z27R2n6WuarmWcR755/Y7740zOha5p6fse61rmEmqb9BFrCn3reDhNHNozP3l+w81+R3OltOUcR1rvmOexmmlAS1CDjBK1E7Gof17OtfbMBZK24+aUiPPEZbxwGRLHy8Dd8cKcLXMWhikSRXBto775NtO1juvdhmfXW7Zty67v6NuWvmvZ9I7gCyZ4SjHEvsV6HeQai+E0jNwdjjwcLnz99VekFPnpz35CaEItGzXl1TFeBuNqHz46zSc4jxOzGq0sX8siX9wXajsipgqiEFkHvKSoGoRc9NrzzikDVYRpnpmnSJwnPnn5nIfDhVQgVlpv2/dYY+naluPpQnCe3ARyLozTSGfUDctZh63GrY8zKVRN6KypswplbRhS41XeCwY5Z5I1pGTWJjJ4LPcehwWbRUnwwfX3UQQC1bjH2iagabxU3QA1ai4sgQIlmZQmFm99ySqXNcZUFxiDTn5gDQQ6XdmRUlRZp3FYVHp6f3vg4f6ERQespJK5Px7VdtsaBb+MAjaN95yORyzUnU2bmKxNfPrqFT/5yUsa7/n1b7/k7u7ENCvDEUKonY8F6y2bTYf1ljcPR17fHbi7zHz59pbTNHEeLnRdz3b7gm3bMQ0jFyzzGJnHA8ZAKVVEsrvi6pNnhDzx5v7INGc++fQ5fbehiQ6q1uJyubDtump6oSCYgVXtlouOWytFJyTFmJjmmXGaGafI8aSzHlVZbGitI7cOn6r6M1g2V1fsti3bztMGS+O1pp2nCzkOjBdLcA4fHF3T432HE51j4I1j+2zH9ablTX/iqzd3fPHFn3MZz/z0889pu0Y/D0XYtP/BBe1DeGoZ5t3aePWIoj/qSd7/l+pDqIvOO6fNW4twq4rXvA1I03AeB+ZUGMaJ4Cxd4xjGmf2m5zzNYAp9v+X65oo5Ri6XsaoqTX3OpRejehFas+7e3jucU5/EeY4aFkoCbKUds2Ze2ZKMqRQiRJYlvqhxtYHsvfJA+xE/uAY/ikCAgSSljviW6s+vdVGqo6yWQKBddvpVSl6NTK0pyrqK1IaLxSSyzkYQ89iUYrRBxIgurq++es1wmSnF4bvA8XxijCNiHNY7FHbMdE0Ak4lxxHunGQR60fS949WraxoP79695v7+vqrFwNYZA0UqUIWh7RqGaSRZy5CFL97e8/ow8jCMJBGedS3j6cL49o7xcllRd8VINJg4A/fDhSFO/PEnz7jeXfPucItrLZ++eo4LgTzFWu/HWjZ5Hb1WJwe5Jiir4pyCXCYrQEudFViqSiMJ3nparxZauUSuNp6u2xLargZuBXPnMZFnuJhI02oG5Myjq44dDY1PtF5ZjuADTWMhZxrneL7fgQhflsi7t68RCz/92c8wxqxNTzFrt6XzXht4qudB0zQq5zUXSiqYUlWr373kKi5SF2JQyzFKrbGrcYqxIEYNSn1QuXgzO2zr6duGOI3EnOiCZ4oqEpqGkc2m007EONfyJShOJHWsnzG1a9NjkFUU1ATtOpxr16z6Q2hQ8kXNZRfjER1y9Oi9sXSSLsatj14UmR86Po5AUOu0JYcXCiWXqjhT+W5ZalhRjECKAobGWJxxGG/AlRUPkJr6aX931Z1XEU3J1T560ue5u72vu3bHHCfOlwtzSvhG9QuxJO0Dd5ZxuLB4zStI49h0gVcvtzTBUkrm7bt3nC8j4zijdlTKqRsXSDFigqPvOqQkzkNiTgUXeqY8cpkLOMfXb+/0Iq7FbdvoINUUE1jH9nqH947Dwz1/+psvOd7d8cvPnvPyasthmNlPkWdXGyiRNOvuNI2R3jfUxgJ8CLgQ0E5/qw09STOygtHaPUNeJiFJQUqk8Y7ddsd+2xG6hikX7h9OvL2753gYiLEQvCdTEK+fQvBKiXVNYLfbsWk7Oj+z6zsa59ntwNmkMy2ArrW8fH6N9Z7hcuZ4PNJuekTAWo/zsgbYVA1RtXRQKm6lBXjMCOQ74YC6WZTqT0FtgpLqj6kzGp1XwK7tW4ZhoO0CzkHn1eF4HiN4h7EwDBdCCPS+IXeJ8+AY51RnI9TehsbT9x3TNK8WZGVxZrYB750yNst7EtZyICfIGJKpgYDFzEW1GQue8LQ0kOoN8aHj4wgECKZO8S256ADPpa1YpI78TrVEmCklPil5LFI70KyxtVa3LH1dfjkhTlWBFrWCDsbxcBk4Hi/c3t4hRneX+7sD5/OArRy38xZKNdoUyzhOGBtIIuCE1gqfXG95sdkSrGOMidM0M6SkyHAFHtV6Rmo3W8/NfsNNH0j3J948XDidz8SkPQk5q9w0eM9nnzzn009ecHW15fb2nq++eUPT9bx8+Yy7+weSFPI08vY8kH7zmvmzlzy/7ukuM+224/rqmjwMzLEwp4yEBgkNNC2EFnxTa2SHSQmTLNnoAJAiliyGKQmXODHOF7abhpcvn/Ps+hqL4TxN3N3f8uabb8A2/NEvf8H++oZcDFMqDDEyz5HLcOHh4Z43xwPm7kTXBG42G55t9zzbbsnZsN20OG+YS8YYx6ZrECyXmJjGAestoekUAK44QU6JJIlc5Xp2UU8a9fyT/D7TsEhvFn0KlUpEMsFR1apJv+aIETWYkZJpvOUiSnlKsaSc8Y1HppGYZoo0nIcLG9Oy63oaZwnOMJmCGJ2kXIo2tvmguo5YzVhFSnU/Tjhj8cGTivYgWlGvyFJUH+FNtXmTUi1hFTB/6i2h5YFdG+v+SmAESh9WPUAdra0a86wNQjUjSCkRk06g0VHQ6u/vNGzjgvbyW9cAau7gbaidaIoiNz6oECXNnE4PvHv7muPhSPAtwxg5nQcVeAgVPMpY6oBW4xTDMKZODIa+DTQOuiZginA6nxnGiSlGbSKto9LFB+aiyrZt19AH4cVVx83zF8zmC87ZcE6F8zjWi1z4m3/9c/6b/42/xycvn4MR/u//j/+QLIXPfvZzPvn0E/7j/+Q/5TQOfP7ZL7j/5iuO9w98/fYWyp7GG7a9Z7dpuXr2nHgZGHPBNh3dbk9oW0LXgXWrkcswTyRjmaQwA5MUxlw4XSaOxwvb7Yaf/ORTXr54jjFwuVx4OJx4OB34xR//Edub59h2wzBnDoczX9/ecziP2rTlHP7qOV1KnE4nzsPA/Xng9nDmpy9eMMbIPrZ0rQ4ZpU6y7toWfOA8zYpzWK/TfYwKlSia/kuROpT0yVdWwdRqffb+Jaft06UgSkxU9kkz0Jy0LXoctVfAW6vTnks1iGlapnGi32r3Y5rhfD7SdP3aBRuCtneXy8A8XNj2W0q1LEupKEBbgTwFsk3NeLSBaPFakAXktjUzKGXFS7T/Qt/Soyy7rLJ3zQw+PNwEPppAALLKh1UwlNNibR21RTOVVUUoIgq8Vbso43wd+BGqm4+2CQfr8UYHgYgVHTflLBi4DGeQ/y91fxZr67rm90G/t/2+bzSzW2vt9ux9uiqfU1WOu9hJELIxDkEiXPgCiCOkKEGRfAMXCC6IuIELLsINKFJQkCULbAQykQElQiARkcYyuFx2VbnKPnVOnWbvc3a7+jnnaL7mbbl43jHWKspnn5KqEu0zpKm51lxrdmN83/s+7/P8/79/Yr+/E9GGcdy/3BNSmzaollQD7ezZNTurfNxQGTrHZuXYrDo613EYR/b7I8fjDMoID0ErSAndeeZRYKEPrjZsnGKwFbPpee/tR4wZdtPCOB1ZQuThg2v+3J/6Jb79C++z3ax59uw5nZVzdJwm/uGv/RqfP37Cej1IRNqbDzE3W+L+SFgSzvc43wsh1zq6rTxHAVDeo1wHxlG1NJZK+39YoSPFOjPFzG6cud3v6Yaer3396zx6eI0xhv3+wP1hYkmFr7z/Vdxqy5Qqz57d8tHnz3mxO/D42S2xgHUCilWNH7Ber6DTxLQwjjNjfMqbVxc8CGsu1h0XBQanMc5SlWbwDmUsIUuMWW32dCE4y6LtlCaiUOpV0AuqnP0EcpG9qo9P9OaqQFsjC0GpWK2JuZy/TilChFZaowotAj6Tk/SNoLJeDVSduduPjOMB67fkWnGd5+JiC9rw8uWOZZZsxBAC/dC3BKV0bhie9QDt70YbqDRYTEUVKfVNyWJAalWvjCOlHyBhtLX1yk6VwekI9NMfX46FoFZqiS1aWwIuchIaTc7htSf/le9fWStwEWuF/d/IPso4KAaDkbkyLZNPJWilWi2VZRqppfD8+QtygWlJTFMU/YHMdsSS6n1z8TmOy4wQdBVFaXpn2Q49N1eXhBDZ7w+M4wxoqE1eW6UqiChiLmyc5Y3rC1besF31mHXHoyQ30WGc8UazOx4oOfHh7/wOW6t4792vYNBc9Ss+Xz4n7ve8fXXJlXc4Z+m0jLB+5Vd+Ga80v/0Pf4P7u3veffMapS39ZoPTVi4b36O7FbaXMBVOUWrGEUNmrhNaOUrRxFQ5jgulwjvvvs31jcigU47McWHJiUdvv8ucKx9/9pyffP6cJ3cHnu1nppQJBTCWPAZOmQpaadR+xHvNqnd443m+BMr+yFIyc1lRisZcOKwS8KjpnODetKQNldQITEpDSWfxTcip3VAyHz6HsapTLN7rjzaaa43HGGUKY5QoFXWbMkngrVwz3nooB1RtY0ZVCCGwubhgCiPbzZoXd/fc3t2SU+KNR2+x3W5ZQuLq6oLd3V6mV+p0o+qzkep0vtdGi0JWa/SJoAXNoiwCOVNyMy6Z1yYGnGEk7ZY6i/LE8v1zsBDUWuSmj+mVACYFYhBVXMmFElPLuQPteqy2GOMa7UW/FiUl+gkDZxS0VpCV6Au80czLLJ3mojjsRlKE/X5iSQnf+9YtVnhrGyOuwUuVYlivmacRZxR9Z7nYrjFGczzI7haj5M4tIQrxKASGoWMXIjFn+nXH5VZIRM53dF3HW49W+NUFq/WWZy/u+fizz3j54jnL7R3f+fu/zmdXP+Ktt9/hpuv59vvvEWNks11RtyuWeUKVzGIN84vn2GHFL379faZpz48/+IBHf+ZP0nUrVt0KbSxuGHDDmm5YiTinmTR1qqii8aYn6oTCkhOUorm6vuHRm49kQUuR/WHP7nBAec9uDnz6+Qt+8OOPuZ8SV2+9xfVXLvnuDz6g1oofVkzjURRwKRFipFIZFzhMM4N3eKUI6UBIiaI0Rklld3PtZUqUE7VIIy9T5Azt7TlmnaYxOJ2JleIsxJGMTNktpXR+NUo8+VZjruQMWlm8U7gThLalQZXWsLbOo6vkG8hXgGmauLi6ksaiElag8YbnL+7o/Jr1Zou1lr6r1O1GJAklC/TGaZz1LMuC96Udd8V+Lw3E9Or3UBJLZ1DtfXMv0joAr+34pwaoZEXWs6/kix5fioUAKjUHiYduTsKahXITUyLHJJjoqkFZtPFY02OtxxpxdxkttlbVrMxGV5wRuKO2+hykSs0s0x6nNeNxYb8LjFNmmoN45q0lp0Wch60XUIzCWU9nPWlZcFpxdXPNw5sLri8vmHZ7GQUWId3GmCm5mUG0wXSePM9AZbvybFY9w3rLsL1mtdnSY6k6YF2P14ZOVaabK+K8SG5BDOyfPGZJkdV6TbWKr75xQ82Jw70YquZeFG5TWDDGcr1ZUXGoCkM34F2Pdg7XDRKx7jrpkCO4rpQruSqUccRcmObAEjPri0u2Fxd0XY93muN+x/EYiFnz5OU9T27v+ezJLbbr+Uv/0l/g23/iT/Orv/mbPL+/5e333uf9r32D//Q/+89YFolYv7u7ZRpnCiJimpZEULBQyTELt1H2TbRzrPqBEiBXI8cWVSm6QUi1JCoro+W6ofn5tf49VcGZmvz7rjp5yxWJTm8N59r6Ub4b0NYQwoLrHMYo+r5rYjbJGwxp4XgcWQ0rpmWUxGgAZdgfRsZ54eb6GmsM8zg3orFuPA2Bvs7zItVnQ8ufAmV/70OqmhOroWhF5pSCrNBtUvA61UkpfTZu/azHl2MhqCKeKK0fkGIipUCO8dwkLKVgtMO4Duc6rOuaJ8A0ktApCabRWap0f1GC6rJK5qkpLCyT2H5vX3zGbrdwPEaRAOtKiG227QxhmSQ5R0l+ncxuK5eXWx4+uGaz6lnmmWmWUWHMWVJzk1ibQwj0fc8SM1OMKAVXmxXbYWC9uaDfXLHeXlC1xfWZ9ZIxyBlwWQYG78khoKqYqvaHPcZaigJXZqiZlRW/+rbbki9W9P1A13X0g2cYPJeXF/S+p+9XKGPxnSygSglqzRhFLlHcetqSlSYBWSncsOLB1cB6vZIyXkkX/vmLHR9//AmfP79jvwTeefdt/pk//af55re+zaN33uH7H/6Am6sN3ir+8W//BncvntJ1HQ8ePMBQGK2lVLg/jGIaki2NMVbujgvrruN+nrCTB21xBrSWZmDVpcFdhbGI0YRxBJXOF7/RpsWOyeJwwoGj2o1+Upuq08dFIm1aBXhKLVaN/VfSLE7KktmsB3bHEa2koRlTZZoWLi7XaDXTdz27cUQpQ8wy95+micuLS+ImcjgcSSmKfqBNOPu+FxBLfVXi51xFetw2ORTNayFcQ8kKfV0PUX5PFiWcRqEnwtfPQUVQqa1BGMkxU2IiL60SyKkhseUcq22HsQ7vOpR2zVUo1F2jBEjqjZHwSFNwvegMAEoMLOGIpWK05aNPn/L8LjAFCafsu44lR7q+bwYdQU2lkOidpywL1ioe3lxwOXjyMrPMsxxhcmoATUUq8mJYZ/C9424KLCXjNNxcrLjwHevNFrPeNJa+x3bgl0TnLFYVPv30U1RODE6ItTVXBjO0crZSVcB3lr4Y5mnGOEd1ilqEFWh1h3ce43yLzJXm22pzge0GQCjEoMg1tvOUoShDqppqHJfXA6v1lvV6oJSFOE18+uQx3/3+93nyYofrVnz7/a+xvb7krQcPeOv6Gl0iD7dr4mHHvtF1bi7XDH2PIdNpsKuOi8srPnv8nJe7A7nqppCrjLFwHyImWPJhZimG6+2WlTWsuq4lX9UWliIBqiY4lApixKFxGK0BFTmLC0QuSFVCBJYv0xiYSN+pGIi1yFguy2hvcDLCLChSjsg9tQjtqSpCVKRsyEUgsLn5EpzTTPPM1cUlx8OMVZaV73DbysvbO2IO7fnW2M5AFL9NyZw3Pk4MSTgbjbSS3ElnNdW0MWrTGcDv9xmcFvtT7+CnPb4UCwHN/VVOgiFew5FVIeHITelwzktFYG0TccisXxvaVMDgrcUighPTUM9OO+Y4Mh4ObDcXPHlx4Ccff85hCkgPttJ1HV735BhRJbHZrMkxyijIKLrNmkcPr1gNnvGwf6VBnxdqrlhjOY4TCkUumfVmJdCQID4KYzVXF1vR3a9W+K7DWn/u7no/NJINeGu4e/GCeTyQloWcAzkFck6ElIg5SZWTBITZdRtc3xFTYVitsNZhGzjTek8/DKAMzp1GcwK5jPmEGZN7IqXSBEEdvuvp+4HVakNJjilX3nrzLUqpvHecCblS0JQc+eF3/jHf/+4/4erhI0KFdx89ICpNrJW1NcQYRUBD5vL6gtV6Q66a4xKYlhbXVishRu7u95QUibHgTcflRkugiPMofZpCSH+jlkoMoY0IBVZKBWccWgfUicjclDm1tlzkk8RaaTSCDVdGqriYJMQkF8HdaaWJKWNMxXWd7L5JtABCUa5MLW+x1Ir1ElwbY8BZy7iMHI9H9HqFMYbNZsOLu3s5rrQm6GlnB4hR9CRai1bh9R2eenLgtjGh0pTK+fn7/QuBNIFK+XlYCOA8LpSQEFkAqmq2X2tx3uO7Ae97nJVmkox9RJrprMVbc86BM20Wr1vTzyjVNASFy4srvvP9H/L0xT1LKRQlpZP3HdooxmNgNQwM1nIYj1yuV1xdXHF5uUWTOR52qNIgl0kQWqXY82TjpA93zrM7HEmSxULvLBebNcO6xzrx6Tsn+HLRKMiKfn19xWbVc3O54e72OcfdPSkuQglKidQMMd56Vn6g871coMpQEFuuNhJk4nyH81IZaOtwvhPCcdslS+trNABWa8oZvO/R2uJdhzOewzShlGW7ueQr7xrGeSbExHEcZayqNbvDkecf/4RQ4e3rK7LSjEvkPlfuwyKbs3Ecbu94/NlTliLIdNOE1xqoORNCJfoidKHcei6lCk6885jeUHNhWQLzskBr4MnEQEAvGqkEE1mOA9TmQREVpYBARYBotJYxdAurSTlT1UnwKulS1IRCwKDedTJqtKfXrbIsy7kS7LqOlBJD1zNPE8sysR46QgzYhqYbVgPTEs6vuVwLjqz12fwm31dCeWVnb7CeWki5YDHkFgSkC+dpxOsLgVQCkvz9RY8vxUJwItDUlkcgyjBZia21aNthux7XeZyXBCAhCxtoCS/OKryVxBfXKgNUwSjBhpFF5bYZViil+fjjz3n24sA4J2LVdNbirGFZjngN15s1cZ64udjy5ltvYq1jCZHd3XNUFhCGRjNNM9o4atUsyyQNmpTp+oGYC0vKpJb+M3jH5cWWy6uLdpaXm9gYS2mBI+v1mlISwRk6p9hue5bxmnk+Mh5HUk4isXWO3nXSJceIgrFUrPdY5yQVSCtc5+lXa7Rz+H7A9wNaG1Kqjan3StRScqVW3aYxYK2l63qRIxtHzRnrOrpOMN0pRy43AzUlYkpcrDou1z1jSOzHmeOSmO5H0rJgYyLFjEkFk6E3FmMUThtiKvR9T+8s5IQzmovthuvNhuurK4Z+EFiM9yK1btf0idhrraWEIFLi9lwbZfBGYugkPVuwZK/fDgo41d6m4dSnECQgdo64xl/UOdE5abwpwDtPTAWjDAUp48Wb8OphrSWliO8cyyyTsXkJ5DFjvYTMLiESYsK1Mbgce8QReZ6A2ZODVhq7r8hbkEvjDikw1DP6/7QAnL8GJ3bhT398aRaCknNL9T2VQWKe0MahXIf1A9p1GO9w1mGNxegqEwEDzqp28bZAyHa2FmxLwmrFeLjnYrPm9nbPjz78jCVK4o7RlQdXG5yqHOaRi82a3lqubm548OCGaVk4HI/c3u/Y399yue7p/Up2j1owzjPHRGxjJrkhRQ03pyTahFrZ9B0X2zW+76TMVVaky7SE4rNXXbXAEU8pYgXW1nH14CGmRY2JxVpe5BO0YrCNlIsiU3De4/oOP6yoyuB8B6gzTFR8HLQ3KTelc+7oOkvXSaPVWE3Xd6AKzhuct8zzkTyKG1T0HxGvCm/eXDCHRKcKDzYbbtZbDuPE7e7QuAOKcVlYcmYMgZhFvn19fc315UUb94o5afCeTdcxdJ6h882QIztnzKkF2Cp0bT5/mtowlzMQ1GjVmmi1jduViHNqywKQCxCNEKBSzvi+x0yh2dzLGXWWm7BNfAmiaE1KNcfiyQWriCGw3WxJy4wqwiOsVDCiP6gpYaxlGAZC2LejAKQsYbMpix1ZFgCFtY6SlbA2Zf8/jz5bexBV6msj9FdvMhl61UD8aY8vxULQmgTyHkWtBqXkOGCMQzmPdj3KyZRAt1hoSYoV1Zeku5wcbrIYOCfW0hyEPKxqpvMDT55+xiefPCElGdX0veVi3WGpvP/OO7z95hv0nSPOM4f9kbvDgZd39xzmBa8N/bDGeMe036OsdIeXEMkVYspCzKmVKSwsuaKcRmfFqu+4uNjQ9b2QeVyPd/3ZY14R5sL55VUabR3DZks3rEDpFtYCznnJZOSVwURiu4GqKKpgvcN0DmVFoWe99Adyqo3u0xj6jecgohsJEAVxcKYc6bDY3lJVB1VCOaw1OOtY5omRHXnO5BKIcyItAU9mWva4qlnZQuk1c8xUbfDGM4ZAZzuc9Vxd3/DuO+9wfXkpslwjN3xnHbrWc1y5tJVlt9O5QUdbeKhVWhyOxuCcmAxqkZDUUx0g94gsCEordJOqGy3Y+loqRhmGfsXejZzw7TQnrG1o/c55lpib0C3hncFqwzRNqAr73T2bYXiNbO3JtYpc3VpKrYRpYr3esNlsmOf5vFi5fqDEhFIJY7wsAIL0Fqlw4xSKQBpOv11FFJAoCVjlbMUX6fLPEBZ+SRaCswpKfimtDNr2GNNhnEM7j7IeZW0LKlHnm9406apVTQBkNNZJqW+MJImrohh3O7xTjeCbOBxnut5DVTy82fLwessbD97AOsPhsOflix3TODEuC3cH4QrMc2B1uUVryzTO0gfwHfvbHbEIErsC3dBzWCLjIum7ui3QF5sV281aeh5dL2f5VlJKgIWMyU7zX3UKd2l22ZgSLcz93OwTS7UW73obLRllZKzqHdq1wE1rsc5Rs5JJDJxFNrnk9iajNOOcnPurVACoJrAaXAstAetckzF3dH3PMh8J05EYJBZsuxpYYmKOmXFesLZynAKhwNB3XLPC+hXX1zc8uLnh5uYG791ZimyN2KVTCIRmXJpnoQTHlOU5yvK8UFsgSpU9UtE8Hu2YqTQo6QfKTaPrSeHPqVKQ/oTE3nknZCCa9TvljCqVwXXNB6JFk1hE6KadRaPo+x6dKsvy8ox8QxuhIs8zxWhCSEyz6AnmaabrBpy156ZgybnpYdrCrtryp05HA32uaDgjyNoR4PRn6Ya2dADVfBRffAv+zIVAKfUe8DeBN+VZ46/VWv8dpdQN8H8Gvgb8GPhXaq23Sn6afwf4l4ER+Ddqrb/xM9YB0XRXA1VjrEebDmU8GMFTmZZVaIzGmle8AaOFh+eUxrdqwVmLN+oMhNCuMi93WJ0wSMad0om33nrIxc0NvQNSZr+/pRKZQxTJcYjc7feiaIwRZzRX2y0rv2JcEpvVmv10JKaGBU+VzvdUDIcwEcRBQm1R3dvNmqvNCozH9iu0UWSEHShdbPl5axUqjTJyBKqngsmV8xFCMv1ah1nJDqeKXDBWy02vraUa6Tx3vkcbR0xFFifTRp0xUSikWglFplhZBu5Yb1sTTVR4ro0oaaPaFBOmW1FywM1HcpopcabGAElEVeOSiaVQjdiac6GpQR1dv8Zqae523mOdadkLYIwkNisK1grk1RjFtARiKajSZEdVGsGxJqkItBwHK2IbN1VRM2fjkWrn75NGnyLna2tkaqCN5ZSNoVtuYcqpbTpyDLDGohA+RowLIRlSBeUcKOj6jv14EJ3JMrEuHd62ENlEo2lncs1gKr3rOeajZG+U2MJQ1VkmTPNLaFXPkXGqtg2iig7jVeKBem0C0biIf0SEogT8j2utv6GU2gK/rpT6j4B/A/h/11r/baXUvwX8W8D/BPhvAL/Y3v554N9r779wJShVoXAoYyQR55QMbM3ZvWaa9PIcBGkNzmoZFxqNN/JiOQPVIehDoyBWctOku67jeNxzcbGi9huUbioybcgpMy+Bw3FmSYXjNLPbj3Sdw3vPZhgwCnIKGKOYl0CKQscpVRDVznummFqnF4lgT/KCbDcrOu9FAIWs1BKDZdCt2VeL3OBWW1IzWJnGxdelGU20EGvk5mx6ckTtI70TK6NDbYilYKwSlZyWTAN1uriQhhttFJVLESpPkTgxYyQLkArOOvquRwFRS3CI0s2UkzvQllp6aoqQIqrRhv0SKFrAMyFltLbY0+urRb15OgrkVu6ipO+Rk3xEALQCFLWl4GpLeG7afM2pU67P1/sZ3dWeU6A93/rVbl/l+XeqMnRWFgNMYzdKhRqTPCdKm1ctBgRxXuorhx9AjMKWWK1WHMYDm5VEx83zwnq9JsRR7MJFnoeUEiFF+r4THFvivMDrdgwRrYdu2MHXdnvpDgECqsnnCkE8LkZJf0Hs+e0H/4LHz1wIaq2fA5+3P++VUt8F3gX+MvAX23/7G8B/iiwEfxn4m1VeiV9VSl0ppd5uX+enPBRg2yJgQTswWoQhRp+bOgZxhzkjqTrOCKSyc4KncrriLChVKKaiXGPDpSJTAWM4HkceP34sUV3Wo4wjx8z97Y4UKuMcQFtCKozjjLMWowzr1SAgznWHrZCCHAVKE6xoY3GdJSvFYRrPOvDOykWSU+Hq4oLOOXrn0UrjrHtVtmmFUrYFWYhxxjjTHGUyOz5FZhttsC1QxFpHzgmZHcicHWhIcfmLTFg8OZVXTaNTU7ZCXBZSEGPQOQvQWJSyQpRuQFiVK6iCNQptHMlW5iVTlMUqhVYdqiRKXKiNH9FbJyIfMW0ITLQ28xFCRlIVqlZY7SWYtJSWutzS+xpsRrfsSqjEGBqz4nQjtEoqlTOjkPbe0I7MyE1cW7ddq4pTmk3vuFwNsoAphXEdVjvGOeJcYY6JzmrhIlrFKZy3VFEjWmPBGGKIhBBE+m6bJV4bpmmm64e20xuscyxLAKtYYsB1XlSNNTcwKyhtkVe8TQqUkJ5AQXmNUUht0F+5i9rS2Y5MryrMP1L3oVLqa8CfBv4+8OZrN/dj5OgAskh8/NqnfdI+9tMXAqUozUSkrZU3I/xA10ZE0hug3fwnkVD7u5FcQ6WLOOoMKK/EZ14LNUU6NDkWPv70Kcuc2KyvuJsNz5/dc9y9hJhwpgMjO1YcAyWB7zzei1rx5vICVQrjOMrZPolstTQhjvM9scKSpfy2Ci43a+7GiVgjF+sVVqlX6TonAYhGhCEtLpyqMarK3xUYpDmas1A2hMokDb7cwkC1Eu0E6tRPpm0FBut7UOJvP8lRRWRSSCGQlsgyTaQo8eOiVrOoqlBVegpZQU0J10JelKpob1HGsoREDE2cYyT1N8UgYbClJ6Xwe+bbIE09qmqpwHIUqqdKCUkBct6I4ay8uphrKa/CT5TAYE9VxMl8pJVub61dphr8UzXhTcsd9FbTO8N28HTOMB+P2K5vGYSWlBdQhqo0x2nhct3L5SrLyXmcSJMuoxTzPLO57KkVlhAlBSsGgeY04ZAzFjohB4UQmUPAdbYdWZDXsBaMdZQmLa5KCViqiviNk4eiLXYZWQxNlt/XvvZ8mFd66p/6+AMvBEqpDfB/Af6Htdbd6ytMrbUq9TMUC7//6/1V4K8CvHGzksmAdRL31NjyWqsGodBCqNXCEziNCZ2TkaExVdxoRpF0wTgrd6ERD3mcJ+5vX1KrZT+OoC37wz0ffiwS14t1x3ZYU3O7AGKEklkNPbaVnjeXl3irmQ4jfS9No5ALYZwJUdJ3NIqkpAxWGjpnuLrYMOeELoXLzRpDpSS5oXPKaNfyALXUPErD+dU/ZdgpCemwRktvpNaGMJNVX0JL5MKkFLSVZmHlJDH1KAS9LqM5K4rIFElLJAdxfqYQxPijT+TeIjFzNVGNpdaGK69StsqRQTwLqurm0ivn17EWSS8W+feJaVjP+vdTUIlc4IjiUUkr1LQpRlEi0srlFE9yEvlYqQraeTuVTGxpSK92/fZ1EGlupn2fCrqCKpXeGjqrUTWhVBGZcGv6ZiCUQqmKJTbac0Uamm0qIRQq8bhYawkhnpWM0zyzGQZ8G9vWKjqHmovYptuCFlOUPojSlFbe55Swtmt8AqiqUs7IvYw6JZZU0SiciM25KiytZ6TOQ8Q/mopAKeWQReD/WGv9v7YPPzmV/Eqpt4Gn7eOfAu+99ulfaR/7PY9a618D/hrAH/v6g6q99AS0buNB0yKkq5REVle54W0VwZAV7YDzGtNZlLdEKmpw4OVogVXkENgd94ScmGLkra+9j/vOYz5/+pinLwLaevrVCq01vveC9w5CHzIohs5zdbHlarvhuHsh6q+cRdU2L8yLBG92/UCshcMSZWU2BmctvZNJh/eOq8sLgU227jAgZ9JTk6eZXlRVKJXRZwdaeZURq0QlUGtqO3Cj3NZKKglKwSs5XQm6QRp7FPm6LY1cNANF5u267USqiL1VVbmBraooLdw+uYPaRa8qpWYo0htxxoF1LEV4/gWw3lGpVBPPyb3iLG3nWRTKyJm3tu6/NAn1K9hrUa9m/SGIeq5d/Kez8elYkEuWo1rhnNFwahHJbioTo5KllLYKOi2uve0wSPOwNeFjjKT29SqKWCpWCc581TlUey6MMS1vt6ByOS9SIJVkCJLQlKJY6XPKUvG0HIxT76K0ZrS3Mn3IMWFdJ/kQ2kh+ZJWjqEw+2qhXClLpT5WTZlKclsJTUAIzobEbvuDxB5kaKOCvA9+ttf6vXvun/xD414F/u73/D177+P9AKfW3kCbh/Rf3B1oX17nzzmFN4wjoijei+LPt35xuKkKnsV5jnMZ4C53HWU1xGtV7sD2KzP72nu/97o94sN7y/i99m2pX+P43oGaGwTJsLhiGDlNzoyRFqJnOGbyz3FxfcX15yXjcYY3llL8XGu47l4zrLLL/WMblQKmFzriWVCtRWqmA914ybovwF2rOVCvlv3UGbLNRZ9CmgrIt0qoK1r1miUxTwlYoBVIb84lZQP6cUkYXaRaaJjyqp51SveLjn3Y0WrNRnRoWtYgmgIiziqQr2pyQ4afdHSoJowTR1llHLYbYjEylajAK27Uk5pwhZaqpmFwbJuyVX94YWYAkwKTttOgmGX4Fr9XIPH/KhRhj273l4k85EWJoEXFyk7jGqsilnb1re01ac7l3MrWgZrz3jYq8EFOUxqlq/ZA4SxOuTabSlPg9ADSFwFl7zyk/cZkXCUipBmMcuSwyijRy3M05cMqDzDGRoMWYFRknt8mHrRqKBL/qdrSq7TV/1TAUqbiurZ9YkyDOtAZtW8PwD7EQAP9l4F8D/rFS6h+1j/1P2wLw7yul/k3gJ8C/0v7t/4GMDn+IjA//ez/zOyiNswNWVZwSoZC3UhFIXJYVEIkSkZDzCusNyllwnuI7dDeAl/FTsZ5qenSMPP/gGSYPvPmtP876q29z+9ljvv6Nr3Kx/k0iDr8ehOCSEiXKmMgNFu8sVxdbVkPPPEkwaVwycxClYM6WFOVca6wlhMouzIQK1irWncW0c6xRBqsKVhsyTkrTIsyFWpMYj8yJTUfb+pHSPCZqLTLuKxptNSXFVlFYLBZDJMYZSiJVGdXlZClVY91ajiw5kXM8ezhSSeQqvDtltITMakWumRoDzmpiqOSkMFbO9CVB1harPc5IJaONJeZKVRnrFRoj+YRVgjeLrg3bLSMxDdQkUedVy+g0IXF3WqatLeGqjb0qMlZGgZKY9hIiOQVKEXBpLALtiKWwFHGCUgW77rRi3ffEFNmliXYSwauKNQXvRTlZipTShcoSFlLJ+M61tOq9INGcVDulCjFIfn/QuqCMiBGMa2G9Ssr1tIiduFTBlyeyRJIq0cLIQnHiJUimhiqKkgqoiLGdkI6NhiRNZKsEpJuzHGEhnxu95VTtZchG46ppwqov5hb+QaYGf5ef3mn4F/8p/78C//2f9XVffyhaRDg0r4D8XSlxDVpjcdq0fgBYo8Rn0FV0p6AzqM5j/FowWwiPYLx9zocffMjXvvpVbr72PkuaGfqBb33rm1xfr5lLAQN95yFqbK9bcErh6uqSi822gThGCQmZFozrqBnmcYIK1nhCqtjVinH3HKsQKfFKRmmlCDmZ1lyqtYCWHETp9ktQa06RchIVIX0AgVekhtBSFC1EjlrkpqlK9sIUF3KYmaeRJQaU71hdDhSfMfVV9HcuFZUKNWVURgbD2VDiqaiozMtCnI4M3ja8N3iv6awjL4qsPMpbvO3JVcsi7o10M5ogTIHs4kqaoArZhZUWqbWyMvU4C5uMaf0Dmf9LYdIqEFWpWYJQc5ZyPbYAltwgnSmL8SvEwBIiS1MhOmsYvOP6ckvMiXlZSFHku9qIAlWi5zQphbP2IrZsyU3zfZwcf7oJvWqDgJTTnB+gZpR6jc2oGok4R2E+pIgxWnD26tVI/DR+zDmf+YVWvRrp6lYZtN6fPE/tjCS1kAB/pZoDcqOBNz1GNTS78he38L4UykKFnOVOoiCZBJjWG7BoZDrgnEaZgvUW3WnqoNGDB9dT7QB2RS5e7LSHZ3z3N36bt99+l6/88rcJxpKTYXBr9vcfcLldcXeYMN41w1Np8Eh4+PAh3nc8ffaUGISiHFrAZwWO45Faq8h8GwX4blwIMTN4y1Xfs+4sycKSlraKFnKOxLSgtCVVOYaoFLDRt4lpg23kJPbnklt8VyFHWfG1FlLdKewDVclpRpWALYlxnMgRum2VHfnUmNOyeOSqhO9QACS6vWTNErJ4KsbpbHt2GpnIVEO2HdVpdBOygMics9LnhGVvDCkXiQyrIiSS372ikRn/eaylFFo7aQJqLWIZTnHhDdtVMyWdqNaJZQnEmJveocqCkCMhZpawMM0LoYFvpXq0bNcDm9XAHGa8VY1kJVMoSb32AJKAZS05FRlhEwUumiXTwjvT1IrlNVESpCKN35JaZXdiHaiGW88CHi1Vvo5VMAeJTj8pO0+PM1jE6iYJrqQUZDfPr8r+0m6a1L5PKKVNeOT/aCW5FEkELuSafuY9+OVYCBR0xrRzm5wpRUYsKkKpApIAHIxCD9IHKF1H7TYot6WaAegoRfBNx9s7nj95wi/9V/4C5mLLPkXWbsXnP/oBH374Ix4+uOLzJxPjcY+2hs1qi7ce46Sx9+TxY2quGOM4ThM5V4bVisPxQMpBqMZVU5r19+5wRwW80Wx7R2dFETnHAChyktixygUxBszQyZivFGpOTfLWxkGloEoixUWkwkZ2lpxlymCMRoMcD3JElUgOM3mZWKYRVCeiHd+dUW6pys4hM3paB1w60dUYUpH5fWgoeUqhaMimYDColcO0C7mkQEni/9CnDjpSvkpuj5h4TJWE3lMfQClFaePCk7mq1AQ1n9FjJUuClaqlNfciKYrOIabEEiMxZfLZNCV8/yUElmUmhShHKSXkJu9EKEQp0gC2IpRyxuA1DL1HUyWg1lpS1YSQCTGx9ZYSItSE93JdGd1ShLQmBSmlxNIs41sNhBgwzmKsmIxyzaIizeWsbSjltRwDI87H10esRhsJ7csF4y26iHS6np5PxChWqShjJdXppA3hJCSS4wjt9fmix5djIQC61iB0GtEJ2LYAuNxkrtJoUr2HwaKGAe0vUHZNMWuq6hpurJDCyOHujrfffYfVGw845ExvV6TDzMu7A7/4rW/zO//kc6xSXG3XGCtoqJQiXT/w9MlTrHXEmtgfjygM3TCQUiRGoRSpU0qzdhz2IzGkNh3QDIOn8wqLZlwO9MOK+909d3e31PKGMAVCwmgZ2RmlpWPf0nCkZC7UkkRyWiw5hoZL81gtseakSBwPLPuXlGXieDySqmG73eC9F3FSbRFwGoqqZFXJRs6RhSI7lZaUaFFvWiKSH2mcpZYA5y51ac1UDapNLozHGY/SVnz/pVJiprSLUCPEnSwqmVbCNqZ/EQDn6WufZLE5xcYNDNIPiaGVzpkYM0tMzcIbCa3kP44j8zSRY5AbG0lbMlq1MWYQN6rWdL2j85aVldiyJcyNcWG5v9txOE4CIW0KTqPkGOEa6wJaP6GNEG0TvjkrcWVlSXR9j3eetByanFjcoIIYk9syxhOyTExjKb2ClZYi/IMUF+FrKFFBlsYiKEpEWDXJZKg0VufpZxMhFmca08/oFX5JFgL1GktAK6kCrEJb0BaMlaw/vKF2jtz1qH6N9iuqWlFZUYo41VSZIC2kGPjmL32b4i3zYcLnjvvn93z1G3+M7/3q36fzPdcXFywRpjhLhp8fOIwHnPOM40RKchZ01qOVYjpOTdik266mmaOwCk+2VqUqMk0zULRAMozIUW9v7+XzKqQlUJDchayCpPhaC1WiypWq550qpZlaItYoUjySkpB107zAPJEOe8I8MsWAu3zI9uaK0lRzg/eQE0uYqEpmTCWdUqQSVhUGbxi8ZYmevh+gwrrv2Aye8XhHLgtLyiwx4pPGdk4w83GR/Ihhg9JWLLtNd6G1kiCQKq+va5Lc2saYAhttEwuZu0lSNNIJj3GhxEhuCsKcImGJ54lNLrJrLylyHEeO48iyzJSUMC2ezrpTzFgmzBGDLATGyLHDdx2KfJbgppQYp4WYCt2qo0kbsFbO8botlqX1Ls7KxaZ2PVmfrTHCbjBOWJvWMs0Lm/VKpOKtJ3AKJNlsBqZpEoFXzjgnQTolV2qYxWvjPLYtEpLMrZvnBHQVyX1RJ+JSPU+szIlL8EepLPzP6yE9AjGMvOIKCIJMWcRZ6Q2q72C1ovZbcANVW2q1UD2qthe1BpkVW8v65gFTVTg/MO9mbh68wdMnn/L408fkKBdHroaLzSVaG3b7A0sUmWiMAgCR0ZLgsDRV5sMpglaEJTDOiVJfNcSM0TjfjCvKSFMrS8Lu7cs7cpJMe2UyrjbsegUa4jpXKYtFICRzb1oU/CngVXbdSJ4myvFAmRex0DrP1cMHdKuB8TjhlKfORyHhkNluVqiqWMZJglWnyDxPlBipYSSHGecstfZ0q0ESiEtkOQpU1lknc+ycoEhWoHVGjgJaLsLTYqBUFeVlWwiUhhJPUmlaD4B2fpbR4CnlSo4HiZgWmemn2N63BWCRmzXlzBKCwGPDQk4ZmvzXvsb3n5eFaZ5EAYhUXDkmhkc3WCXn/BwzIS6vXKXOE1sVdtrta6EJoV7Zxm0LKTHGyOQpJ3F/IkpC60w7ksmU33pPmsO5MVhKJYTAdrullMJxHOWOaF3XWqRZqpof43RTn4JbapVN4TT6VeqVCE1r/crB+EcwPvwv5GGVTAwkFbY2PbugyItVlM6g1wNq2KLtmkpPrSuoPRpHQRxtJS/s9hMMa6rfttjzp9xsthhjefbBpzz79JbbFwecGxj6Lblk7m9vCSFSqiIsCa2sSEFLQZVCbzR+WLGkRNEwhYVjTIQCU4iSUac1zsmEo6QihqOYyDFAVTx+8ozxOHNhQSmNtokaZjBQkngLag5QJWYtBRkTiry+kGMgFvH7q5AIh1FcfrVSjMf7jov1FdNh4v7xYw58Jjd207yP3uO6HoMiHUbC3T37+3vmsPD0xUuOqdJfXGA7h3IK3Vm6MjAf7gnzAiljIlAXCpqkHRh7ltyiBRpaciGTZSxbRQ4lLEERFNF21FxSQ4NLo/aUd5lzJOWFmAMhB0KOja2Ym7EnMoeFOQSO0yTYtBCbQErUoVo3T36t7G7vqblw/eAS7TS7w4710LNZb0jzTCqRkCpziFQy61XPsOrJtZBiZPBy7MmpNAaETBVEBi83nNXNF9B4h0pVljDhnMiTdZQRbTcM5FKJYzzLrU8JR9baxu0U1Lu2CigYVaFIqrK1lhoLaENVhayKAFGgdRJLg7VoEY/Ba87WL7j//vO8uf+gD6UqVmeMblQZA0o3m207EuhhgH5FdQNFeVAe2sorITYNTFkTL54/5dFbb0Au3H36CdvOsbaaJz/6kO/81j/h2fM9cyige+7udtzd3+GswXeeaRqpJWG7DqMqIS0MrsMoxRKThEYozf4wg/FtpypY3chIreHlnEXZ5t5TGmUdz17ccXc4cLWSsZsOC9qCMgprC3HJyBk5nHkAsnvKrhCXGWohLgtlCTIGLGC7Hm0NputIy8Lu7gX7p88I4wFtFN2JkIPC+g5TNSkkjseZFy9uebnbcX8ccesVvrPU4sFZSmq+fKXY74/MV1s65SBETC10VsaGpir6rRMlXhuvqSLn/VM/pCmE5UhQT4atV8BNuQ5a+EeSqkz4lZmYJfMylUTK8haTQFyXGAgpklrDUSvTTErSr9jt7gnzzKMHV7z//lc4ziPTfOTyckvOIgrbHY9U41vArSxmVmtiEKVm7z2qtjCRyrkXIlFxLYuwXX8aGn5c+IfeWaZZnWGjYVnODcFTKpNSimmaABq2TionkYbLo1YZE3vbyyg4Z5mucGoQyhN4et8+q/1bc2Z+wePLsRAgCcVGtRmvaIupppKdQg8darWm+hXYgYpMCBSOWiy1zbOp0mWepiPGeu5fPOf24w9488EDfvDd7/Prv/pb/PiHn3C/y+zGxDQfOI4ztmnjD/uRJU8YK7xAVQuu9/TOEeaFmhN9P3B3e0fOMouuRdRrOSXxQ7Ty0+pG/1EK6YtpxhC5P4zMNyucK8QUcNlQpxG8l5ukafxpAFeQG6tmEfqksJDCQslBphrWge5QVpNL4dnTp+zvjhxfvkTliPWacdxRa26aeHHALUvh9u7IJw0pbvuOK+/I80QJgWIsufHwtdK8fHHH9OiGdafRulKXSQQ0KYuISBmUFQ0HShGTZFLEZSEnqQJkEFAan1FSh6qC0m5u8fdHYlhELJREJRhSYGm9mJP0N6TIkiKxFkLOogKk2apbaV1yIs4LDx9c8fWvvsfV1SX3P37JSVpzOB6FgIzYx6saBYpiHbVWwjKLmKeW5nE5qTRpHo8skm8jLkoa1EQCTlTDxtF2ejledn3P3e3d+TghScivmofyPUQy7U9HpyLV5XwY6Vae3lnmKLb6V2j21n85GbuUOhuV9M9PRSBHA9u628ooqtVUZ9G9xw4D2q2oeiWLQO1RqofqqRiU8hKDrjI5RnrnWHcdn/7kd1kT+O6v/n+5exn46Acf8+L5gd1syFk6vVeXG3a7HXe3e7QxDINn1cRAp7NmTZLCtN1u2UfJA0QJTlsr8FYTMnROizTZCiLbtIZSrUJijjFydziS6kNCDthixZmmNaok1GkRaCVprie7a4GUzotAWGZSDhjryErkpKo6jFbsd0dePr/l9skz0jLx6M0bYpyYx6M04owiZQhRc3sI3B4npqrpleUwLcSnz+mHHqcF+IrSzOPMbn/gOM1cbjt8E8jkY2KomlgsplTcaiU248Y4yDESp1luymayQulmFKLJsgXPJvjyQAiLpF6fZNzLQgiRKSzMQfz+sjhEWRxSlJDQprGQ3VrKZaM1D2+uef8rb3Nzc8nL2xfs7u/EA9L17A97QohY3zFOM3OMKG0FzBrlNR86gbYa51nCQkgdKQnNqVZRvuq2ENQqtKgUE1YJdyJT6Jxnt98zLwu97843/jhObLe2pR81z0KU6YhCehdOa5lmNW5jLonOWFKsQD03A2UxkGO1VmDRjdkoNOefkxBUERTZtrEXDdVpVOcwXYf2PZgeVT2UDkWHqp5Cj1jXpASvQAwL15cbTF1IxxfU3Qu2necnL18CHVM4Eqtw6q3KPLi6Yjy+xJnCar1mWHtKCSgNg3eUVNvoR7re93vBk2cFXp3MUKIH9yeLtCp466lKJiBd7yB3hDixOx6lrFUFby0hQueEQlTa/F4hQZ+yxMvvlOIieZCz3ChVVaoqdINDe4/teny/YrebePL4MT/+4Y/48IOP+MY33+OrX3+X8bAjR0ljNq4nZsuLQ2QXKy8OM4cnL1h5y6OHVzy43JJiou8GjHWMhwPTFKjKEGtFt2ZlTRmLADXGuOCWGeN8k+G2+PBY2ixbJgUytqiiU6g0hkAmpuZ+TFH+vgTiEpmnwDgvzHMgpMK8RJYgx4HTSJFcZIZ/simHCMaw3vRcXm6Zw8ynjz/j5YsXHMeRm4cPWZbIOAWqUsQpcGwYNG0taMUSFoyG3ktcnbVDu8YUuc3pTzF7J0GanNulGek4uRQV1YhwKIbA0PVn92Qp0tvYbs15dOiMISSRupcmPZb+SWKz6rndzeLOLUVyEttAQNcGwG0If9cMS3+QRQC+JAuBQnoESlWqVhQrY0IzWFTX4ruxVOVRyqNwiDdQfvwKUAulBHIeefjogjzd8uLzH/Ng6Pja177J7/zujhf3Lzgulf0yUsLCxarH6sSqVzgjiGlnDFU5+qEnhbnJmj0xZl7uj9KlXhKu77jYblFVml3d0In6TIsSULeS0TmNUZl+8KRRMze+f267HhSskrNgbalOJyT6yVMQw9JSoRMhzCI2cZ5utWZ9cYXuepT2pJTpu56rqw2bzYpf/NbXqS0jL2Q4HhaxeafCuASe3h740efP+fxuzxQzVsGDzcDX337A2w+u2awGnO85Hg8MqxVXDx+xueop8UiYRsoSOaY7TLfQDWvRwbuOU2CHOkmacxYLbpHjgBhk2lSkjcNKkmZoaurBuLRJQUjEkMipSFrzNDMtCzGlNm0o0iepsivGLJ37UiEukZd39zhbgcw0TmgrEeu3dztCSnTDihQWckHoxb5jmmdSDHTOnuW91lm0qmhrWiBvoXMWbyy985K32OLL0aKPsL6TZGUl6sETrVgqgtr+XDhlJ6SUzmf5k3T5NFnIOdOZlnVYC7YJBVQbfZ4WQnVidRiNVQarJBrt52JqIN72hDKA0yhvwGtUZ1Hey5hQWVCOUk+Z8EKqkZZUASLkI8f7ZwzXjuPtYzaD5Y2Hj3j58siv/ebv8OQ2s0QIcaF3itVgWK8s3Fyw288oLSVa13fUHKk54XwPyjEtieMSOM4LuVZ6o7nYrtF1YTyOKOswujSQivj5+84x9I5lGfF+jTHqHIOdciLFgFGWqESXr3IWiauWGXIO4lDMOZLa+KyUinEW261xwxo/rKlaospUFVDmL/7iN9muBu7uD1zeXIGqfP6JYTnOxFCZ5sD9lHjy7Jb73RGFYuh7+V4psbu9ZUWGcAH6QNWKb/zC11lvt3QrTzhKfHxKUoJXFaSKyZXqM9pIgEqhRXGVKg21THMdQq4CG621jRVzlQlITMQ5EkNuxB/JXkipMIfAHCIhpXNprpo1WSMqxZzkZsslM04ztVrstpcGYy1s1lvGWaqMfr1mXiLTEsilYLVUfeNxlClWozkba9p7S9Wa0MAzpbwaj2qtUFo8BKjcqgIvPoZaRfRTXqUsnSZMORemaRIB2KkCiM2irrNsJE2fQq10nSMEcchq00xZpQnCTkcBLeN4o9RZTPazFEVfioXgJMyoRpEtVG9Rrke7gao96A5pDvZAB1XEBQoZkyQySi2YvKcrI9MuMi973n3rHZ59csvf+bUf8/l9YD8r8hzovOZqs+LR1ZqvvvMGjx/DdJxRRpppNQVimFkNPdp2HMbA3XFkyppQpCkkVunKerCkUEDLeV4D3lhRSRpY9Z7d7cTQKSjNAViaaaQ0q+sSpRIpmRqlO31K9ikxns/PVYnoyPQr/GYL1pKrxmjp7ldl8N7Q+55uteHhOKE1pDCRliP7l895/mzHNCemOaFr5sFFj+s7bq6vGIzmatPz6GLD7u6OcQ6s1he8/41v8Au/9Av0mw0hB2I1aDegukyYZuoc0FWJNDontD0BI0XNeJp1nxx4uQFMchGVXIyFnATnFubIMgemkBhjZIyRY0iMITAugSXnc9SZKuq0scoTXyrWa8mKqCLD7tcDVUFYEr5lY9zv9ySlmFNkDKHRm0UnMM8zNVf61QqnHGEZWfWOmiKu74kRjlMEa4kpy+flSg2Jbuhbndr8//UVXUkI3SIQq+qVhbrrXBOnSepVCON5sRDRVxWpclqIqcNaRYwBVRMlKgHBtu+ltRj3DDQ4iVCxrdV/eB7BfxGPWkUeqaxBOYPyHfhO6BqqVQPVAg5wVCW8dmmQFJTKqJqZ73c8/eRT1leezfUldkr88KPv8Ru//T0OYyYGx6ZbcXPpWflCiYFpPFBLou87UJZlmYlhwVtpBuZUmBYZEabGw8tVXshaEqvOszhHrvo1UKY6v5C996S4F3GU1swhkGql00puhNTmz6Vi2g6Xk5hs6hLIodltc0Z7i1kN2PUK0wlKXJmGetcGtJHd2FW6ocduVpRlYdpFLlYrbq4v2O/3HJeAqYEHG8dXt4+4efiAy6stvrNYLYiv7dUFvht45533uHpwg+s8JSROdDznOwyVMURCWKgUHIVUEq5I76YqyKpZYxuOLDeXY85Fqp5ciak0fX9mCQKQmWJgCpElF9EMLAvLEqQnQEODkc7YMQCjtCQ5KSfPX6kYd2IJcI4ik26/YRqXs6W473tiy5T03uO9k0Zvygx+jaqSbDSGyLwEnLPYVkHmloLtikB0VDMcyWFF7OfWWuZlFkeh1qJ2DBHvfbsHyjkh2bpX6d7yPEmIzzLNWO9RVJzTzHPEaItzpv18UgGY18RE8qYbx+CnP74kC4E0PooWyyTWoqyjWkfVpzVO+gSc1zzOElVqQpXI888+5Qff+R7//F/4c1xcPGCKew5zJSQpry63W9bOsRkKvSuUPPP82RO222usETPLScqLUhjb8fL+wMvbPblIiErOoggLUUwu/WDprSFmRaoi5ohLAKcxOWOtkIOdtaBFXBJTphpNbB1ib0UPQamYUgkhnRmCtZ07nXe41YrVZks/rNDGo7RHmQ6MlwWgwT2zKmflma4F6z2rzZq33n4D6xVvHRdSBm06Li9vcM4L+88obDdg/YDvV4KFdw5rdTvft5WqILuucVjfkVNgnCd0WLDO0ndJXiOjJZtPSchGajjzWuUCz6kSYmaOmZQrIVWmGDnGwDEEjsvMHDJzkiyK2hqpcpOcDDz17ARUGJz15zGlNrpRgpTEmKXEcZrJpeI7S2jKR90cpEuQY4VpztcSIt4aeuuwRomsO4q0OefM5vJC3J+lULWhKlq0eoAqC0ROWbDw54DVSN/1jAfRDSxLZNVzllx7Z6lVhFZae04kY+/c2e9Q2jWTo8B0jPJYY1oVKsYva9pxxYjJ6udiaiBwDAVaCVHFmJbOo3jFodWt3DxNRAulhmbbXSh55vOPfsL1dsvFsObw2UueffqCF093aGVZrVr+ga5CNzIVZz3X1zccDwvLNHMYZ3GZaUM3rLjfTez3R0qudH3HUsRTnmsl1cJxmrhaXTSuoZFGjtKElOl7j7MWZzS9U+eQk8M4tjCLNjqrte2SMjWIKRGmmXmZySpTS6Z3Huc8netwWvwJYCilwUKVQ2GabFcyGSVVWqOMRfc9HRdsS8DoAm9oYksy7tdbchYnm7Udpt+A6dHOi5XXSO1VOeVTptbJUsLH63pKSW3XnvFZJiBaGVmYjDASJSpASuRUKikJiiymQkyZKSRCLowxcFwWpoYGD1mek5wzkuTT2AqpCMcPmeHWdkMbYylaMOeu89w8vGG/vyPFhTnIYm9cR4i5pT1pTO+Y4kJq7kC7soRloYSF69UKp42wDKuSJOoQwRkxJA2ekqV52SO7uHMitBJASD5Lr40RyblWmhhjmxK8MjcJmwBAGqmn3oP0IcQG7YwiG6FMp85xHMWX4poIyhtxLTqjG/dTt2nCz8HRQCmFMoWqC9WIt0DgNK3MlnUfaT+lthBklBJNujWF42HHjz/4Ad965wE/+d0fkmb49OOXPHu8I8eCN5acZ1JV1NKxvlijkY70/d2eMC+tw6rxfmB/XHh5t+c4zjjnWA+eWCtuktCLWGAKqYWQeGLJZ9Z9KhI3ZrWiM0a4hUpQZcuyEGPGrHuM1gLcrJU5iImnhEhp1OCk5DkoSrrsOWbykog2YIdBcge0pWp3fqbkbApVt7COYoTqkxJu2LDOBd85Ys6EUnH9ilgVKSrRIrhVS5WSaG9JEc4iB27MvNImAQoj6O+SpNseZuIk4z1vRfIsSU6JWiSAoxQ5Ei1Nnh2SVATHOZCqPKdLWIi5EpLEyYPs0mLDlcwDePXcVKVYUsQUISyXLHbqdb/BOMPheEQB0xxQWjPNgZhPkmh99izkUiV3whrm/YitsgHEFLB+Rany8+ZScYgK0lrFkgsxCUuhGzqO4yzQ1FwxSnoVYV6kcVgynXPn61rgr20EWQq2IexpOBvxF5yMeQanFThLKoXOW+ZpJoUZO1w2AI1EspmW/yGLgf05URa2Lps2MnMVNVQBldtE4MRma57sklr6TkEr4es9f/YpvtNsLjd8/NFHfO+3fsKTpxMv7jPzXMHkZnOW5OBpiuQ0cxvumceIwmC1w3cd++PM3WFkdxyJMXB5sREKWluacgFtNRnJ83POEcYJ3WbEaClJVyvorGPlPTUmvPXEMDLPM9S1GFZqY/M3MHcxrbzMirrIbz/PMyWDch2q5sb206jOg/forpMTEiIA0lURs+gQdNX0boVaEokJujXGGYqKdFrj+zWdtkxzJcYmfZbiTCYyUj03Xr50+U/NOmEiCIzUdT1djIyHPTEH0V+kLIh6seBQ0eSqSZXXJMKZqU0HxpCamahNFmKSxCelz8CPWiE2fUWhkhFr9ZRiIzPL722tZnfYc7e7JSWRCoeUJZgmxlcjTlWFcdACYa9XK/n/tdB5J1JxcqsCJW4ttz4Q1OZGFE5kqeB9x3q9Zhzl5xHKkH6lAmzn91rl76eYM6sNuZGRrHW0PqFMIUpCa9GbGAXKWfIcUFSG3kugbYw4L41DaWSfIgB0w77Vf9qtd358KRYCOcuodsZVr7BMCnRrJNIWAnHipdYgOsVER467l7z/lXf4+je/IbPs/ICP/qN/wHGZKdVjgXXf45RimgPHKZLjzGZYSXnY0oLHKXKcAtMcmaaZde+5vryQ815zxlUqMVeWWDhOgatVx5ISfa8ojW8vuvKAMYahORadsSyjGGdUu9mUkhNPSQWMhJ54a4ghkJfIOAtxR60MoYgxxztBs6nOo72EnKpGo6lVkFqmAKlga4Ulo6YMAVAeCcWs9KbD4QFP1pXaKerphkdgKaodN0BcmDk1iAqaEBZUTZJIVBV9P5BjZDqOUtWUgjEC87Baor1z1bKDtpI/5kYeSo1D0G62NkGTHdFYliU2EQ6oLHN5YSpI938/jnKEc46uE3Co7zYs84JCfAOpQMgJmvTXSxoOpzi3zsj1F5YZoxCdiJKItikEqumkH3BiJyjOqLFSJCVZdy2Ux8p41VvbFpwG2mkjSaUFa34+u7fmYMkZhRynTjbiUoSvIMp7qTJc6wVpI/i3JUw4rfBdd57CnboCCqkov+jxpVgIKpIFYJpOnVYSU6WReEp/RaXTHiBz5Cw3j9aFQVfG8cAnP/qAFy92PP7slpIsVq/ZrDVKB7QqzPNEClGaWFZzXBJeW5zxzPPMMRTGJbO03ePyYoO3lvtpIaY2BirCvJ9CZloCm95gOs9hXug6QaJrhUhRq4ywpruJ3q+YYn0t2TejrKJmRTVGfOVOXuSwzIQSOR4OdM6jtWEJEdVJdHbXrei0xeWCyoEcIyok4mGCBDZn5t0943iUgBGt0d6QTCE5ObvX0tR/RqqhohSxQlKy7RurOReUVVOK7H6U1vFv0D65LyW5qOtXzHOQo0wp5JrQKhN1FBiJ8sxRTEdLiuxDYs4ykclZsGXWGrICUyqCR1dnGa5Vmh7Xko6gasuUZuYgF3skkVTmatMzLZNMBaIsAjFLmKuzwha03hPmRW5gaxh8J87MGPHOMHQOb6WRGnNA2cocFhEMqYZV0+psFApLYOhXTPOENppSAp1dYbTDdz3HuEAB68WeHEpufY4sMzANtShKyg3Wi4TKACoFcjCyyVWFM4YlijW8KCXCq5Rk2pZlskNtQBnN2Zz00x5fioVAStFMSjMqaUz2qBqhGrLy6DNpU0ngBkVMPtZRdZZmYZj4+Mc/4tMY8X7D86dyA1jTMccERJTTxFiaqSRTU8E4iUkblyPHOTJGK0GbKeG949GDG7RW4nevbTdoZfM4LYxLR8UyDCvCfhSPQKcIMcqLlEoDRUiCgVInBLkIVkotLDkAnJtsuuG8Ss0oC6Z31MbL651nVS39kulDJOzuGXcHji9vWe72jC/vqTGxHA+UZSGGBeMs2+srLt98xOrNG7xxLDGwhIWKZs4VrVtMu3e4zhK1/EBVS0VQorzPRZGSSIYlAU1BNU0JWQSZpQ1hmqQMVsJW0FrEMzFnYhaQashJWABtJFtqy1jQMotH04jRUgFIea2Es1brOawkxkyqorvXWtF3/dnam3Ml5SqNQC3S4CVGLFCiNDm1NRIU23lUEePbauihvV7TNMtRK8Q2/hMzVsoSUWZaCAlZQm5oqknn5JiVc5C8jJyZpqkFvzoJOuk8p4CUuATJWKyyYKEEbe46A0jQrtWuoe5PicmaTjtxotaWmVFqW6gqquoTuOgLH1+KhYBa0VnUZTkW6lxxpqJ8xZoEdYFqqCRMyczT2BpRlZQS8/6Oy3XPt37hmxxfvIDqebzK5HTL8RAIuaBtlZh161EUvLZshg5dZmoJ+F4xF8t0DDI61IoHNxcMgxMyTpT5f0gCgpTzs2JaEqmJejbrDcfjjnle6IzCuyQd3yo6B2MUnT+NkRIpys6slYyedLvpRFAio6LVdoNyjn2YsaWS5sDy4p4f/4Pf4fbTZ3CMDMbRFbBLElhJPuHOxRarnOXFy3uOnz1ntd1iB8+0jIRFIr2WUphTwa5WuO2G9cMb+psrhstL3KqnauHxhQwx5DZCzSyLNDZ1TsIxzIGSmoQ6JymHvYfakoNzpVTp8C8xElpjNeUsCLGuk1ThWrFKwj5ilYmG4jTmK4IIyxmVKylI2ExG5ue9cxiloIg+I6dMbtWLMaaRjwWsHmbREegszV2lFDVHjFb0fYcxmmme2e/3DJdbQhVsumrWbGolhdhuQLmOp+PI4DzHZWru1AzK0A8dS80sy8zQ9c1t2WAzxrw6wlchIpVSzvg47y2UyCm/IbfnTBSPRoRUkgojlZhYL2XhrFrITD8PC0EpFZUrpiRogIocM9pklAoyalNA0Rz3e7GEKiCHZoPNDJcXrN57nzs3sN/NeH8ghIXjcQFrWfc969XAcpygZNarFaYmKIHNxlKM4xBH6TnUyjB0XF5uAKHGSGMLYi6CqU5ykj5OgTEUeiONHWsM07ww+I5xWhi8Iy4LVgv00xpFThI4mpvOwGmDapLZ0mLAvPeU6OlXA3675fOnL3j86TN2T+753u3E3Y+f8Mb6iqtuTUoTcZHnQuWIVgU/9HJuVorOrqhaM00zh/3YIKEJUpRJRK1EoHrDlCLZGvCe7YMHXNxcs31ww/qNR/j1gEqBmmbmODU+QCTFQIoTcTlQ80LXOTBVjEumP0e7q1SYF2mgSQujyYzbkLhCW4SN3MiZM8jklGUonu58piGXLOPHqgQV540hh4j1Vo6ApZJKxViD0kZEYhVyEE+CMyJ8utiuUVXk3Ouhp/Neqr55ZgqRtXWkJRBixDvfKEVSMTRpG5JSFHHOYZLIlnPOzQgkC32aJeZMREdiX1ctPUsQ6RVrrVQaLfZPKpB8tihXJPkIbSixsCyLVDLeUasQniXnUSqyWgSx/kWPL8VCcJwCz3cLV11F5wmipjjIaUGbjZy5kXMpasZ1PSXuSPuFZx8/5pMPPuDNyyvCfs/ds3uePrlld5hRxrDebihKVtlpPKJrZbXqSHFmno9cX2refvuaOcKT53uBPRjFxXbFdj3greG4LBTjCCWKBDlXXLvQxph5eTjycDOI2cN5cq6MoVJywGkrK3ItxDDjnJasg0a2MYqWyyWk4dqy9Jz3lNxhvGd7ecX66hHXF2/wyfd+wtPnn9MhPYUUEruXt0zjgVXnMaWgVMHlwCHMdOsVU1zQypBiYZoD2ooXolOGHKVqMZ0lLrPAT7Sh6IkXd/c8+yFUZwi9w65XXDy8YXVzxXC5xvaeXCQtWFDjAasLNS2SJ9hCNayTJl+Ii+xpr/vlaW65Jgs+NSIrIrI5QTZkatBGyVm8ByELyLRWOXoN3qFKxihJDgpLFB2k0hjXMadIKEWoSnLAJ6XMtu/pnSVMRzpn6bxDG800L+ynBdevCDmz2x/k5qfSeXvuA/WdsAllqiHHAmsk5j6XhGqj5dNRpdaK95KI7b2XGL2URGug9TnvwBiNUnJN6NY3CymQq2JJmUoLsbGWrpdKKFPPngVVZNxKqT8fC8Hzu4W/+49e8Gf/xCMePbB0FIpehMceK85sZQUOEV8KOYx89P0PKIfM7ecv+fEPPuD28pK33n6H7dWb7EfL7Q+/xzRFUnYUBAgJsOo74nKkZI3rDOuN49HDC37y0RNIAWvlwl2tpft82B0JsRCLYVqm5qMXksxcA1or7g9HLlc9aok06DXjXDCdZRqDqAYbs95ZQ0qBlAL4FkzaPq61IoaZkKPEcQ2rs4FnGFZ89b1LvnL9Hr9rL/ngH/42d7s9x1TFsRciyzxha9NdjjNjCWy15uHNhcR8pwlnKrf39xKy2aK0ci1gxbMhN2pCGQnwUFqja8EAd7eP+eyTxyRvWN1ccvnoAf3llkAmxBHnMpebjt5a+qGDXPFWRnAAqVSWVg2d2IUV8ZF6KwIppWTXTnERARGnINeWn1BpZT9kpVmaDsMbjVMKlRM0gU7JlYzCOiuBuFhiiPjOyqguZZyC9aqn5oCqBe89QzsOTTExp8xqWHEYm0PRi8JPKyENnwJZjDVkTih6ucFjfpVZIPJhEciUUum6TnoFTWKstYiOdMP4S5hKOlOQtBb3otKWjKYfBiqGWlqorRI5dJuliS9FvTY5+OJe4ZdjIdgdM//u//5X+Sv/8i/zL/4Lf4x339XYWNBdRamRHEdygCePn7NZrcg5s1oSFcP6jbf4xle+yUcffcyHP/6M25d77u8mXr48gnKilvNg1IIuCYslk/DDQIwzKSuWeaSkSOc8VkecU2xXPVYju4CyTRGoiKmenY+2+cynORBSQmuJ2LLWMs+RmOEwzqyHXrwCVjLvYozNeddW+zbOqkhZyLkq6NDaoJXFuw4/rLGD5Rf/+C8zPrvls+/9iHk/YlI5s+qUUnTaEGLCFcVyd+QuvUBXzThOTLUwpYDzHRhNjKm54yA1S7A44FrcuNa4ZHCLZOlZZzkcZ57vPyd+/BjdO/AaY+HRow367Qesu2v6YX2+wa2W70MVwKjSWlDpS24xc15yJZUoLJUSr38qr4JCqTR6k8BOY8ksJTGFGaMleZosYrPcItVk3C9zWt937O7uqUiTUxqGIt32zlLSjLOa9WrFMKy4u9+JVbkoCIKVL7zKSqhZAnRV2/mNtRhj8U6yD7V1GB1FAJULKYkkTinFOE6sVhKxHmOAxljMpTQ7c6N2V0HcCyZfcjCNFV8L1pKL/C5ypBDEuYx723P2e5BlPweCoqos3/u08L/72/+Ip08m/ut//pf55jeuuLi01KL4/CcfcdhNPHl24ObRVwhJsvlKNnSrLU+efs4HH37EPCUsmpwqzqyxeoEqo7icR966WPHwasM4ZpIBa72QgxNcXV3z+Hmh7zVdZ7jerluAhdhI8VJaLqlQtJwNh75nGSdqLizzQr/pyRLpATlxnCLJacoSUN4R04zJkHIRpd15PKqbyESdlXEgy3luct6qrQiWsubirUd884//EpfDhvVc6EOVhcAYjoc9dZqI40TJibtxzxySKPli4JAisWaKEedmKZkYAippkm6pxDRQkvTcsN2GYiTAdZ4zOUFKhYlMmhe63vHOu4947813+Mo7D3nn7TfwXpNTpLcSwT6PC7Uc0ablABZhFHjt6F2HNYa5ioAs5ZbS1I4Rp8vZolqCUmQiMNWFdKqevEHF1G66FnhqDMY7uvUabd2ZD7gsQRZdp1ltOmKOlBC43KzZrteEeWa32zMtCeV7gZq2gNnOGgHqZouxHVnkn5QqUXdGG5bjsSH3tJieqhG8W5HYdWMbVUhDrTJiplo5+5dMLllYCFqLjqZy1o+gKiHMqOLQ1kv4h1aUdMpPrFQtfY+iG6ylCjj1ix5fjoWAwm5J/PB54v/0//oOP/rkJf/Nv/BL/JlfeZtHW8vLT57zwx99SjHXfPbkcw6zePP7VQeqEpeF/f2eVd8LvUVpOqcwOjDPhTlmpjmx6Qp26Hm01Tx7+YJYMq7r2W4vUMeZaTrg3cDV5QXWOXb3e2IuxFwIqbCkRGzoaJ0VF9cb7kNAl8w0jgxeko/r6aY87knJEENmsxlEnZaEVJNigOqpVZ/VZ6dmUEmFlKTZU5U0wEotZCQdRznLO1/7KvUwM33yjOuHV2xXa1YXW0pKHB8/Zf/8BUZBUUUsvMeRu/2BZ7t7liyHAPHXZ6xf0fU9pY3RagW0YUxC7lly4RhHxpyYK2Sj6K2l63su3rjhW7/yx/jqV9+hHzSrtWO7XSEcH0FtzeNMqjMhSSMrq6bDrwWjDc41iXTrGUjCsXm1S4reXMQ8bXSbUmaZZ3StdMZiivQCUi0yeWg+h1gKKmXujrctBkyalGJpEfnuMo1cbdZcbLfUUjkcRsZRZM4r3zFOE84a4hLQ1UpQrjGyaNdKSbnF2SVijRyniaHpC5TK51zHk36k5MIyz3gvI1WaUvWUCk1FxotKIyG5TkxWvIKdpiywX9/3KGXbuLmeR5EKBN6lFar+bCDBl2MhqJVsHAc80y5y+2uf8sMPn/EX/+xX+a/+mfd46+IB7zxQfPz5HU/vnvByUsxZUc09Nc+sTOV6M0CKoBTXFxtQgefPD/TeMSdL11+Tjef5ceTP/vH32I33HPYLYU4o3ZHKhFLgnZFGYCmMc+AwzaTq5AKqtWXzSSx1jpGh66hRwCEhBqx21ELrUmtCkjn6FBKd98TlyG53OMM9T6+AnAUFeWWMhUY+Uo1ln0shVel1FGcIprJ+eM3h8TNu9/cs08T7mzXeWLqrGy58T46BJc6sUmTuei5XG66GFVUpxjCfEdqunVtzg4kmKm5YUazhsMxMpfB02vNyGplKAe9Q3nL55kPe/Oo7vPnVNzFWMawsw8rj+g7vrNCb4kJRC0suLLmQ0CjjJGwFhXVOJNqta66Q8rhmOXufaD4VqVBiLsRSZC6/BDpj6JRBZxEppdL0Akq0ConCYXdPUWJiyUUCQ0+AWQNs12sut1sUit3uIIDZWNC+o6JZQmo2XmlkamXOJX+mkmMQx2BtXgVnSSnhtBVNAPLaKgSuKq4LyfEQCbXs5eIgFA2J0cJeVNqijWQjgMYYR81RVJtKN7y6QRsnUuaz2lF+xxMy/WcIC78cCwEgVFsFaMuoFN99vvD47/6IH3zylP/WX/yz/Jmvv8d23dF9+pTpkzvGo2J3HHnz5oKtV1yuvczo5wmrCw+uPNOjjsMiZfXLvebTJy949nLi6199xIOHb/HjH/020Vd2x8CTZ7d0XU8q4uwKORNyZckQimJJhURtqHyZ28ZFuAUxLPjO450EgByXib5bY7xnnmbBdYVExeKVZXec2B8nbrYbXCmoolpysrxa5qRBr9JIU01xWauguPAaNh57veLBe2+z+9EndBk++/ADdIbrYQMls4QZ5TXdxQa7XhGfvmA9DHRDzyNnsd6zzDNxXnDaskxRIru9J2lNtAq8ZXz5EhUCXinoPe5iw+WbD3nj/Xe5fOsG1cnF7Ice33ucdzICi5OMXUNif5xZckW7jqo0qUxorel7QcTFJq4/7WqlCrgE2ty+yAUeiyQuLUugxiQQkCpld0lFotYQ5WemsiQ5rBmriFm8EkZVvDZ0xrAZVlxsepZpIWnD7jByez9SrWO9uRDbcm6Zh0psxaI3eCVzTk2zcSITW9sWgNdk5IKnr7LQIX0GrVQLsxEtgEL6S6Xt+soI+q6USmhj8u3FClUKOWS0doSYcc6jrcI0/P2JZXCyaJ8Skb7o8aVYCCoCttRaLJqhgFpveFYK/58f7UF9h7J8nV9+f+DiIvON93reKRtevOzxVnO9GbAkVoNDb4wILbRj07/Jx5/fMofI4xcj8xK53S38/X/0If+1P//nuLh+zP3dnsfPdxzGTKmW7WZDP/Tsj0eyMmRlSFVzmBYRtjQhySm40p/Oe7WJbI1qs9ws4ZRAyJkSpMzTnSHkwt1h4l2ktFRt9KT1yWZdzt3z0wvorYRp5BTFwOM1i1Pki4609Xzy0RO6ULjqVuyePRdRjQW3Hnjz+pJxJ8eCbTdA19FvN1zeXPPJRx9zPB7xBZmKIGPPu3lmUYUxR3bHI6Fm6uC5euMB2zcfsn50g71YEbWMvPrOo5Sg0imKcX8ghrFlBySWWKgY0FYyDVrV5JwTa7HWlMZ6SKW0xqHEhimjpZdTclMiFkIIKFWxSuLFSirUE4OhNRpjlkVAaYkYo7TUba1Y9x0XmzWb1Yrj4QBUtKrcHWbmLDFkVWvmZW6FgNCFvJNYOnsqv4v8/udEaOdEXXoSC+mm7KtFIuuCQGdPI0fnnESj5SrVkRYQr2uJ0qIutahsWeYZtwRSrmjjxKartCwY1osZrTkQT6wG8SL8nFQEiopqIMp8UkeFgOst++j5O//oM2yJqO5bDErzlTcesL+fefTOVjhxzrHdbFj3jhhGlMr4wXO5fY+HN0/R/jM+e/GS231C6xXf+cEzHj74iH5zw+dP7vns6a0o1ZSnGzq6znO72zPHyBQSSXnGeUE1F5kATQ05CEloWInQJsQgYhJrWEKQzrHz5CgR4TlIOXq/LDy7OzAukZWTsaE+u9Kax4KKtlY058Y0O6uSC063XeViRZhnysMNPicOHz8lz3sujacqGI8T8bDj2d09RgmRubtec5wXDjHy0eMnpBi5v7vDac0yLRQFySjGIs3AuWai0/irLavrC/oHN/irS9zFGtU5ipHzsut6KVMLjIcjy3jAWmEHziEyLxFlJI1qmWZKrfRemmsli7CI+ioNWLfpi7VG3Ij1hDarospMTYuBGLZyKWQlWsqKLCa5CEDWWCtmniIUn84ZemdYDz3LvLCE2PIJJw5zQDmH7TsO44EQI0PvyFWadVqCGuV1KiIpVlpTkkw1nLESX64MpciiRJKEZ5Q4Z+tpRtR8NDlHVJXaj/ZvWmkyAq7pkOOBMoZxnNDWUJUcP7zr0cZirG+ZjHI/nbIPzxkHPw+mo+Yvku5mqVhjMDmxUpapKpRf8d1Pjzz6J0/4k1/b8NbVBkzE9L51ZQWgocg8vLmk8xo/aKiOi7XhnUcr3n7Yc3eceXqbGZfA3/u17/DuwwuWUDlMiZX3zTxyit6q3O2OYByH49Q6u03v3hovp8Sevu8kCqxkUjxZVgs1VqyzhEX8EVoLiEOjefr8JYdp5mplsbl9zdpAFM3MoJXGOnmBY0p0XtDpJWeh1faO/tEluSZGCl0JpBc7Xtzv6ZT0Oq43F8RY0MUQi+K4LIzLjLam+f2LhISkxDHNxJIJFKLWZG/RK8/6YkNed9T1CnOxxm/XYKUzLQ03DUURcyTlSAkTOS0425NCZjpOpJhQpmvz/ULfefquay48CefITaRhm3ZCqdImGKLQCzG+Oho0B2dV4ks9HQlK8wDEVlVoJboKabzWBu/QoieZZ5FIG8Hf3e/vKCguNmvxBcwzuZGCtKpnF2GpYhJKUahJ0tcRiW9tjV8UhDb9EWyZTJmmcQLE7WiMJRTRVcoUSRqlzjoZIZ6s0rTchFJZwoL1Hc47agXnOpzvKU1iLP4DWp7B6QZTnGYKP+3x5VgImhxS+hoFY2HJsNYyiy1a83KK/PDH9zxymm8+UiSl6IaevvM4p3HGsep7UhT1Xq2Zfhj4xjfe4erqgsNu4n73OftxoSpPrIbPXuzZdI5cNMpqMAnnB2KYSTFznCLrB2/xwZMfn9iYYjE+lfRGY1XFalhvBsbDnhCyCGdyRCFhmkYjyTRVcZwTfjA8e37Lk2cvuNlYBmNRrpOSX7dQUaWld6Dl34o2lEazFdmqRiuHHSrrh5foEkFHpi4x6onbuz1qTKzqhLMDplqBpZhM7jSH44794UBCTE8hRSIZOgfeQ+foNmvwFtV7us2GzfUV/WaDdsLQ807RWY01Aj+JIVBTRJWAd6KXmI4z8yiUY600MSUp6dv5t4IYqrJBeAevosVqrcQsxOJSCrEklpTYTwshCwtQa92YBJCVItVKrEVEitDMSdKcK0p29M1qQCEwESg443lxuyOmjGsbwnGeCUECUPvOsXKaHBcZTWbQruUeVtDWkEuWSUI9HR8RGG1Dq1mjMd6jkCamgEolK0Ir00hLEGvGKEtRcuRoNwWqihkthCCYuE7T9Wt8v0H7dZMJlNfYhDKKVkgf4ouHh1+WhUDWfU7d4ZIrShtirExLBGUwq55Pbxd+9NmOb7x35NFlj7NOwkPILGEU8vCqE3FHC5BMy8jVyvLP/TO/QFYbUv2Q7390T0kVt1mx2m7RxlNzoe89ve84TIEQwdieGCK6Flad4zgLS98aR04RqwrOdVKKtS5vbWW9eMhrU4udpgCVrBVTTNyVyI8/ecJX3rzBbSy2CvhT5YagNg6trGgL1AmGKpRlY2VubLWs9RjDsFmh3rim6kw0FbYduxe33B3vmffP0Fi8cRhkCnEcR3KtchNqsBde4KidJEuZYXUukbvNGrce8MPqFZvPSeqzagaXlCM5JGH/N3biPM8cx4mci3AR281tjcE2jl5pnovc5MRKCYYs5yKjwCw3XkpicjpOM7vjSCqIvbaKLzVT22RHGFYV6dXYJlnONeM7x7ZRjZcYGXpPCIl5HJnmGRRY50hZNBfSE3AYpbFKs4SI1gZrHc7aNj0QlamM+ey5FD8d9XKW30U327c8N45TNLrIgWszGZk2JpXR7sldmXP+fdeY0oZ+vcY4h/EOrWWScVoIzpHoKCotLOcLHj9zIVBK9cDfAbr2//92rfV/ppT6OvC3gAfArwP/Wq01KKU64G8C/yzwAvgrtdYff+EyUJGmSPt7KYree+Y5EpaItoqiPfsY+PQ+8lvf/4x/4U++RzfP9CtH34k67O5uhyuWKUYGI75tYw22FK43mj/zS+/w6eOnPHt5S8iKYegkmMRbVF3orSPMiZg094dAP6x5eX/HzXYgFsWy7M7OrloS2p26v7L6a6UJMTXGgFQMJUmohzGGmDNVaeaUMUrz2e2B53cTnXUYo3CN5JOyjPNw4Kq8hrXo9no0Dp0TiIUuSUrpzmM2Ax2XlM6QLleobYc7jpjjSJwlK3FahJ5btwplLdo5hvUaP3S4wWO9x/gOZT24Dtf1uM6jvORD5iq7jG0WW6oQfCmcMe3OiWx2CYUQhZpEO97UUvDW4a0VE05MhJgIMZ+JwuIQLOJyRBFjZpoFZ35/PHIMUcZuFaKqTTsgxqmsNKX58E86jNh6EMpI8686w+V2zRIWliR+Be2cEJWsJcQo5b41OGtEHm7AKoU1DmcsFiOYsQYm8dZJ3yinll8gvQOybAq1VIoq5/yCE01ZNwGZeBRe3azqtJi0+j6EFozb5g5dL+Ezth/QzqFMCwVW4l41+hW5uNb4R9IjWIC/VGs9KKUc8HeVUv9P4H8E/K9rrX9LKfW/Bf5N4N9r729rrb+glPpXgf8l8Fe++FtIRVDr6cxpyVmRQkBTGDpLCDPr1cDtHPjOB4/5ha+9wWY9SAPKimX3ylhu729ZSubuMAq911tciRhdeP+dB/zxb73LZy/ueH4f6dcCNTWmNFS34uXtjuK3PHl+y/X1Q5bDjusHD3lxf0BXcYChKkUpei90W9OCKpUS91iKcvOfTC0pZQFrQqMuag6x8uRu4vsfPeViu8Z7jbaliYsaq14LCVhgOFIRlNMZ+gzEdFTryS6i+h5XM0YZardivdlKnuAimYkUif4e51l2D2vO9GPnPcZaQaJr21RrDtcNuK4jN0CoaR54oxW2yX4FASqSWJTCWN8SjSspSe8nt/GZNQLhVGhBkbVQVLEXqzOjtjSgaiqFEBLTkhiXxG6cSaVStegdakOlRSqp9QnkkpezeUGRSmrRZIkKrIeecV5YQpCf3Thijq2xKL2TE2VKIWU9pyZureRU5Hjo2verFWtNCzsVwlNpAJtSXhnJYgw47yTjoaHcxWkYxCvAK5WpMUa0BtaSS2JeJgytkV4r3WqN6Xp8P4C2mMaHPI2az4sAlVKkkvhDLQRVlpJD+6trbxX4S8B/t338bwD/87YQ/OX2Z4C/Dfy7SilVf9aS1B5SZrUnsYpJqBYJHVVmzd0Y6Erhh5+84I1H71FMB0aRKWwuL4nAYTyyLAvji3s2g+crDy7pvEepwnvvPOCbX3uD/MEz/ODwDmoOGOfYT5H9nJiPe/phIEwHHmwH+s7weZhxGkxrkgFSiVjBUonDS0CR0zShvQeMSGJTwrqGoiqFWCoZze0h8t0PP+XRwyu8uwGtGZTD2iwAk5IwzUlmjMiBVdFglQBMjJVy2ziUH/AaGbfZQFnEHlxqIcaFHBcBmMaFrkFBjbNNsyCvqFESHGOsw3U9KIPSAkg9JRqcMv98a47l0s6fbaTadR0SCZ4lI7JqUpYdSavXDDKlNKR5MyCJ3lYoQzlL8nGVTIlpSUwxcT/NHBt7QKPPvoRcVVsEVPMmnLu6FFXBKKyVpKGh66VyC0Ie1q16yVni4lJMpHhC0pXGkPCEcQ/yJbHNHbjEiPUOVyTzUjdHpW5U6zCHtkhYlLaMyw7Q9P1ACCIoc72jlJM1mXPcumqlvZitJCpeeyvOUa1bw7Cn63owMqk69dmUFoJxe1kkjyP/ETQLldimfh34BeB/A/wIuKu1pvZfPgHebX9+F/hYfoialFL3yPHh+f/f1/yrwF999RF9Fj/knMVT7zuwkMJI33mmeaI3PftU+MGnL/mFr7/Be9XRKag1saTC+uKKYbNlmUZu7/eQMy9e3nE59Biv8FazHjo2XYfRipICS1wodsXtbuQQIvfHI1cXF+yff86f+uVv8eHjF4QlvCYA4ZVyi4aebsjoUiEV6K191fU4g1ZltQ8xNvIOPN2N/NZ3f8CD7Z9oLLqIVaCVRTkjEI4qJSTmlHUnFYJpMlRrLK4bqGmNWiV0LUI7jkGOJyVIhFvK7PY7gaEiMVk5JglfFYeRjKKMQVtLUbqd68FUuSgLInTBiDuOqtFFYud8ExLN80yMUUJJQmozdo21ul3sQu0trQmY29yr1CIBp1HKdQkTSYxLZj8t3O6PApnRza5cBHJaqGfI6mn81q6/069FyolVP7DdrKhJbvaT0GYaZwy6hZYK2qxWSSGyRp9t0woagu1ET26yZ8xZAalao7dAcxIKYj1lOR7kkjH9q9BTqGe0uWpl/SkdSZ4zJ1FuOROChAAZ71HG4vseaz3G+lZJy3GkNv2AVDXi2sgq/+EXglprBv6UUuoK+L8B3/6DfN7P+Jp/DfhrAErpKu/Vq64rguoaF9kVx2Vm6Ayd79hNlc/vAj95fMu3Q8W5itdQlsSwtvRdh1WFrutwWhGPO4iJwzjy+MkLDrs92/UGZTbc7u44jhMoRcyW/WFCG08KMxcrx9VFz/iBRKarlCUmHeHIr4cBijQTc3qt5Vlpo59KaF5yKXFaz0IbcpYdf06Gn3z2ku98/yf8s7/8TTZ93zIRKzVZsooULxemrrp9nQzanktBbRVWKYgJ2sLj1wpfGnu4Jkwt6FLpLm6kW03FGUOJkXmaxPvfRpcxZ8FwtVk5VYsppl2saJHqlnaxys0t/ooYI6EtAiEmUArX+QY4ldI3pUQuWQRSrdRdUiREyTuMqbCELADZJTGnwu1hz36eRCCkZLJSmmhGWmm//6FOY7MqZKSu68i5MB6OVEA76dvQ+AC11JPXC01TdVZJnpJuvwSM6nadansKLu2oyMLWBvmC2EQqEe08YZxaD0CfxWOn6QJVrn3FSVhVZIErkpk4jRNUmENA+45utUJbS9cPGGtFJm5dq0gN+TTOPDVjVeKPNOCk1nqnlPpPgP8ScKWUsq0q+ArwaftvnwLvAZ8opSxwiTQNv+grv7YAcC7jQgzkmskn5VkVddf9Uvj4ReS3fviUb//KPe6dNarToupKFa0Sc8j0VrMePNlcME0BSuA4LY0lbziOgTFUYtbQxnIxBjZdz3Lc8fCNDfeHl9zt91Sl0V6wT6oWBtvsqyFiFMQQKEVe+N67dp4Toaumtrm4ap1jUc1VCkuxHLLhH/zOR/T9Cu8c1yuJsPJaRkY1BuI00g9rvDOUFMVv3nUoZ0W0UjUV19KAKmgkzKQWtOqwVpNixJiOroWdGhS+V3TrSk6BXESoQwzUGGXhaBTdmDP1ROtFZt+6ingmlZZ3qEw7imTmOYjLUguYVhD1lpNXvijERZgDsVaWmIhRkoSmMTDGzBIzxyXx8jjx7HAkIBJiivwEzSjdXIqv22pOag91Rq57Z7HOcxwPEmvWWWJcSKVIOIiVycJpUdForJLcbQ2kqihV4arC6fY6KlH7qYuNVFC1tsaf8AfmkM43eIxZ8gW0aSRkOR5VhOeoqhK1ZbuZqZoQMrVGdrs9VjeMvrL0wxrnO1Ei9j3GdI2OJfeIOVUwWp29DvxhFwKl1CMgtkVgAP4lpAH4nwD/bWRy8K8D/0H7lP+w/f3vtX//j/+g/YFT19S0nUVUdkZ6BliU9oRQiUXGMh9+vufDT17ylTcvWCkrnVNriTWBsljXkTKEqJiC4pPHt+zGzBKr8PTnzDgtYjNWheM4CdopL2iVeeedt3h+f8+8iE/AOQMx0ztL7ywqJbwxov1OUZrLxrNZDaTaut5FSkWpEkR/INepaNFjTjjreTHO/MPvfsjl9QVfe/OKojRbHVFKDCXFR7KNJKVxvkfk6QlrjQRAtTJbYsmknwBgnUcZKWuttphOdsiaC2kJkKS5lVUhI9ZVjMIqd349VC4osjAESj53/5VWsnBoISqlnBmXmbv7O8keRKAnps37S8N7ZaQJOMeT/DhLtNkSmefItET2S2BKhcOSeHZ3zxQjCREQnfDcJ4Zf5ZXIq12z541ZBEqazWaNUsjZvAmUziDSKiDZcZrOn2StbjFjhpTE7aqVNO8Aai3EGOT3rEXMZu21LaVgrWRfGqdlHBnC2WUaYmg7d8uFrCeiUEEbYSSolns4ThPHaWK98pJG1Y4LznusFVGS9x5zSmPKGWWa21Crc5PzZz3+IBXB28DfUCe8Cvz7tdb/u1Lqd4C/pZT6XwC/Cfz19v//OvB/UEr9EHgJ/Kt/gO/BicQCnOerp5f41G3OubKLM6lqUqw82ye+98Fj/sS33uVm04vZpCpyAlW0NJFCIhbF07uRQ1DMxTHOME6JJSCrrlZkcvMMZCwJ14li7smze2KL5XZKQc1YZYVInBPOW5ZZcOIxVbrB0XlHmsa2kNU2H0dm7O3cZoyk3kAlVUXWjp883/Mf/+o/5s//2V/hG28/QKmFjbZoFUg+4FxHVpZaAsoWTOebX7207yHHAtotok6BOUo1QGYF3ZKQcibGQlG58QM1qUrcm7IWcqZlfFJqxGjp1GtAm0LJqnXcT0edzOF4ZBxHqZ+RdGfVKqMUxVkp1UUipMwSCnOQhuBxipILGRNTLhxC5hgiL/ZtXIhUEeKkO+nk1O/f6NpZnmZz1gqccaz7jvF4oBShU9P6ChIE0gJbs0xtpPEpk5FKZVkWai6SNdAAqMpoxnk+C7yolpKyTDzaa15rFZVglA3htFubE7asyY7PGDHVPtdoMJrj8cDheBRMo6hSGqjG0Hc9xlqckwXBatMmNk1Sfbr7myDpD10R1Fp/G/jT/5SPfwD8c/+Uj8/Af+dnfd1/yuedTRqn1VqQzi3dqGbmZWzCE00oiSlUPvz4KZ8/vef9ty5BQU5C1nVWStZcMqEo9nPksFRud4E5ivHnOAdqFXNPLFmy+1TBm8w7b77B8xe3PHl6T4i1gSYq3mq8U5J81CCgQuwVvpxuAS1CIJKFrFZwVmO1lJ0SqClfsyaaKUSjTMcnT3f8vd/8Xbz/k3h/ifYV7QpdiqSwUErFOQVFo4wiLoIEPwVinBBXtWYoEtpKBmcHUBptvaQt59iYeu3i1xpJmqY1Q9vHUSinUTk1z31sTcIiLrkCMctRJyZ5KxWWIMEstWTpr7S+iGDMC1MbCU6LKDgP08I4R+aYGFNiN///qPuTWNuydc8P+o1yFmutvfcporr1qzKdhdJGGFvYnQT3wDI0QLZAiAaSu0gIgdyjAQ1aBgkJZMkNoJMIaIBEFxnTyHQq00kmpF/mK++790bEiVPtYq01i1HS+MZce0e8iLgvC9B58+rGOSfOibP3WmvOMb7xff//7x+4PZ05x0QAycHcuuo8bnJKfa0WaPeStGmNElyXM5q4LuQY8NZirBViUjuvm7biSQhuwahNqiubkLxOSZeSNor0iWKKjTgsoSMpJ/lcnWMLPoHmmkzx4iqVUWa+3OtPqUK5CHfCOBljbjLwkCIgPTLnveRlVvC+Rxv3WAXptug/YTdoYzB/LrwG7drGJtuiIIBJWRxSXNsNrrCdQ+lKyJW3tzM//+Idf+kv/hDXaUxO6Fqx1pFKxjjP8eHEeal8/sU7bu8D96fENCdO50Ui1q1hjYk1Bq4OHX1nePZszx/8/BVLEB28dQVvPT0weItSFW1E6KG0QmuLdfJ9L+siJSgyDtVtdOaMoSrZrTNVhC8pY1qprKylWssffvmO9J/8feK/8lf57Z92FJdQ64wymh4FRmg5aV6wdHTeQy3kIGEldbOjUqhZCQYsBbbkIpUF8GmtQTV1ocqGEoLYwS+LWCWlKN3ulOQzSAFoD0aLPstZmoOxiV6WZSWsoTXbZbaS0qN9eF5WpiUIAXpemdfAFBJzzJyWlbtp4n4JJKVEH8Bj/wieVrq1kYTV13+niunGtoXDaU1aVzSVrh+Y5lVEXtoKCLUWUNI0bDeiyHupraCTX7um/KtKjjybJV0yDBypxTNt929p94L1vUwPmg5k+zPbcamWlumgNZVMimJgm+eZsAZiTOJ2NKqZ7DzGOqz1Uu1pQ61Ndm4MkjfTyN9ViEXoPweEIuDrH3RrHMp71qi2BVRtKb+t05uK4vaU+L1fvOFfvD3j+569KVz5DqXFCbeshc+/eMubN2ce7iKnh8jDceU8LcSUUdqSSmYOK/3QE1Pk+fMX1BolU66l2Bqj6b2jV0IhSlliugqt3FaKWjLLGohVgCIpJLzRLatR4ZyIQ1AiF40UtDVS0ssJmKxgqZXff/WO/Hf/Idla/tLPPsF7jU/rJinH6CQlPBFVGgCTClWz+dpRipSTBK82n3xglvdPy6jMWIVWljwvl1Jea3lwBVMuHfMUFmoWzt+G8i5Z+IAlV8K8EtaFeVmYl7n1DiTiK8fIsgZCTJynmbnpAaZZEoqXlnt4DpGHeeYUEmuFrBDMuuJxYVMypJMb5ev3y7ddkhNSGIcOlOM8y7l+GEZSisQ10vXCDyi0hcOKQk/BpddinuzwICE1Smu6viOnzNqQ9VugaS7CTeydR2tN5zvWMF16EqapLY1qGLEqTsbaGsqn00mSshqbwBqLH3Z0/UDX9zIRc01a3IY7Wj/6YGR8uOkSZEH+vuuDWQjgcXy4cd/l0q33i5RpBWoqTXmnOa2R/88fvOIv/9EXPLv+Mfvrru20UKvjq7dvePX6Pbf3mZgUDw8rx2kmhIQ2HUuMpCpuvr5z6BjoO8d0PhNTRltLrzWogjOa/dBTw0LOUWCRjb6bgWmJIjYyMmKjmWxsE9s4Z6hBTDVaa0kBsvJ3Ky1qNbSmaE2k8vtfvCX9rf8Ua/9zuJ98IiNCmzG9QhmZxxcszu2bI6qSqlQaxVpo4yhTK3mN3N/N1Cp4q74f0Ea62JVCLQGN+N9zFKxWLaU1QhOkhEY0DTkGQsgyAk3iCpxngZCEJTDPq7j2rIznQkwsy8qyRs7TwjQvTMvKHCMxJs7zymkJzCmzlnLZNbdR7JaH/aQz2Ki8337+VapgNHhjsFpxvdthrOY8n4kh4F0HwBqCuF29NAUBjBE//6UV2foR2hqJiVPIWC5L1TX04qgM64IZ+9bSkvizTStRi0BIt2OB1cIjC0GCS3NKeOekaagUMUZi3FywbSGwlsPhwNXVFUM/XjQQ8oCrtiiIx8JoUbUK6KeK2O2f5/jw/5fXtqprrVsnthk0qFIFtAqhKqkOdLN2FtXx1W3g9//4Nf/qX/sZzgpGuxrDw3nmj3/xmrd3E8dj5t39WdBjSbzxU4ztTBvY7w1eR15cD+w66eKf5pWqpPmiVaZ3ItpYoyTR7ncDRTvujgsPs8SdO9fisLVBGy0ONqvpOo+1Bqp4CTSapEWgU5pIpiqFMw5TxcEYjOGXr+75j//mP6R3A0Z77MFgljPOZ4zxqFg43Z9w1iJihiqOxfa0pBSBIlOCENHWEuJKWWZs12OcJedKXGaWeYaqm/y1ddazJAnTIrtyEXx4qZUQIyFspb6Ih+Y1sEbBhdWYCWlmDTINOJ4WTueZ2PT9c0wsy8ISIiE3FsUTGEtt/1AojDKUBoZVtS0AID9uo9lLDVkZnGN0FkPBqkY2jjKXl7P6hktWDagqY1drlGgFtASm5KwpVZGBVAWcQ5EHzjbZ+LouxMExtihyqZbkM00hYe1GUMpY57FGuJaqeQ6aiAZqRaGJKbPMMykEKBldRVZ+uDqwO+xERShPuVQYylyeFdo/a8POyTNDCwv+7uuDWAierlZPq4GnJd/m0tqmC7VWWRSUYVkjf/Tzr3j99shPnkkoSVgrX3z+ns9/+Z437yfOU+Z8Dpdx14Yim9eVq73jZu95cSVy5MNhz8+/eEOuAvO0ptD1hv1uIEwLtVZ244h1nuMcOB1nQsgXZaHEX2uoklbjrL6gqR4BJK3j3TY61br51kr4pVGKhCKh+b1fvIb/x9/B/xv/Gp5nmJ0nl4BxFZMy2SSKtdScqFm8ChKHVZnnlkycBPWtW8Sa7Tw+9K1yUazzTIoSD5+LkJZzS37OMZJCaxK282aMmXlemJeV8zpzOs+t/G/y4JKIKbCElXleWUNmjSIUWkMSKGrMzVJtMM6I6YeCrcKH3G5sedjl5m43zNfvnyc/ag2mwth1GLKEfOTS5NFy5hffvzyItdJs1HIkUK2/spl3UkoYLcGsUFuTTx48oRVJBbA1XZVSwiooj4wCY4RZuK4L/bhDaS0A25TQiMx7O1JoqxpNSWAmtYjYyfc9u8OhRcYpjPM462QKpURLob5WHMmCKQXBJpH67uuDWAiePvC5BYF8s2fw9MftylU+GKMMr14f+aM/ec1f/dnHuJp4+/bM5796x+3tysN9YloSa5CwTPm/kjJUVfrO8OJm5Icvduw7w+39He8ezixZusOSUKyIyyyRVtrK3DjDdFpY14zRVlj0XCZ0KCXAlN7KzkFOGCWKPooGQtOSl+Y0k5GbNZpUc+PuGUKt/MM/+Qr7//w77P6Nfx1q5arT2JSaCQjShr8toKpFGyVo7BRhI+Ek0e8rpYmLZbXucsSqbLtZomZIMUkUWgzS/a9FJiFKs4bMeV5Z18S0rhynE6fzxBIEGBJTlt5EWFnCSsqFkCpLKExzYA2RWCrKGFwvhJ2cM05p8fc34m+sj/oAESJd7ggeH/+thJfjg6nQW83gLWlNUjIbK+PdmBtfUF2qTmebKKr1nbQC7zzOWJm81CoTmQZWlT6B5Ag46y5GJtV8JN5LT2BZZ5y1zMvamomiQgwhMPSd3PO6QRM2wRwyJqcEyb5oEwWUZtwd8N0goq1GbDZWsiBUm0Ztq8BjJbX9qBFM63dfH8RCsF2XacG3LAJPf701bTYBB0pzPAf+4A9f8flf/Akv95pXr9/z1ZtbHo4r85I5L4us0t6yhsxpXplDwluFVpkffvKS665yur/l9cPKmhUhCZV26DxGCf/farEdW2M5zjPTvEE3wBtLVYplnfFKXIlWN5eiouHQpIGljbpow0FKVu8dISbZ1RQtOLUjZE2oin/488/p/+O/xX/9v/SvUZOMMHtTUSVTnJEEHowseDk1uo6SUVJOUKpMMVoVgBLdgNaCwSpFKMEp1wt6PCahK21d8Jgr0xIlOXoO3B+P3E8n5mWR/7YUQpSvn5p5SDgCKyEWCpqiJODEOY8RtBS6WExDqdtSSMgZfovzbjqpJ/eIbqW0am2CKtOZUhlcx+AMcxLDENqwhpmYM0PfY63lfD43AIo0bmn8CG+tVG9GN/x4ae+hqDWd86whCW9hXXGtd7SlHXvv2xFHICe1ZpSqdL1HG1jDgjHPMMZQYsBqCcXVzSsQQhABU/MfGGPw/ci4vwbt6AfJaEhN0g2PrZNKw5O1Z2gbs7bw6O+9PoiFYBsbbj/fPuxvHg22399+rerWOZK47i++euDL12dMGfjy9R23dxPnJXBaZs7rKl5741kXYdbXUtgPA1e7AW8t83IiRNm5Co6hcyQt8+iY5aZMKTK2zu27+6OMc6zgxr01nKYZSsFbaeZ0xnAYBLKa2ihqbWIXa0UXLq+pGWhrIySrjC4CElVasNdTrfy93/8Fzhj++r/8V3g2eg6u4FVmniLeCTy0pEJMAlHRDV5SU4NpNpWRqNeM3N/NXJSrah6IhvwqlZikLyBwj8ocIw/nmYfzwvG8cDxNnNZFeIJFEohSlkbYvATmtVF9qsBWlLbiXmwkoNbrourSYsTblEhr5hgljg0u5//LPXPpB0g1VUvFKuiMYuwcWhV0Fex5CKJL2VyDWus2YhSPRo7hwvhzzraSX5ShWwQZiFtyXVeKkrN5ShGlM7uhb74AfXmPbRvjeu/IJUrYrbPEGOX9NPKQ54v5SBS1Kcv3LDJ0ERB1/YDrB7wfUM0hWmszf6nHXoBSX6+VaD+X48Ofk2bhN6+nBJeni8T2o1ZKAi8tOG+4GnpO55U//sUb8rLnyy8feP3uyP20cpxnqjGMw47jKXAOldK05M+uRq72A/Oy8vD+TlKIlafrpHvbO91uRsO6znS2w7qO2/t7zosYlFSpeAUlRUxryhhoVYLCGTlaVKT8dxZK1Zi2VBsj+oiU4qW8NElhkkiBrVasVbDqx1L5T/7hHzHNgX/5r/4OnxwcQ11wKmONErTJRq1VUjE5o2WXQEg5pRZCidLTKLSYM4nPKkVTqybm2noFWX4sMK8rx2Xm4TxzngNzoxOvOVOV8BuXEDidZ+Y1SuMPBUqwXsbJw2+MwTv/qOirosN3tsE+WnPuuMykdb1IcC/Nr6o2wSSKFgBDQhUYOycLQc0XIG4MiTVGdHsQFSIpNkqRUyJHQZJpVMsKMKzLKju868Rr0GLqjK24biA3W6/SUtUN40Df90K27sQHkIqg0JZlYnf1jK7rCHG5aAZA3l9r7WWhk9fXfr9Rjq+un2GcB6VJpdJbR9cP8oyorTJuz0b7m56Krn4drxA+kIXgaQUAPFmF68VzLuOXZndpq3fvPEPfsdvviMuJUjRvb0/E+cz92wemUDlPkVwVV1dXWD9yd3pgCTL3frbz3Ox3fPbxS+7vXkPVpCJAkJxXahJd/ZqTgEj6kbEbKLUyr+HS4BMlHq0pJOhxb0Sr7o3EVhm9+cVld9FaUatk3KuohFNXxP++NRFVG53WTT2nDNloHlLi7/3hr7g/nfhrv/EZn151OBLOKjrj6LUV8YkCamkx8lJ1aCslvm5b8ZbOW6pULCkLTCTE3IREBbRhSZXj+Szw0xCJBUIWUdcSMiGuzMsituOK6Bm23oPR2FYFSCqwHGOUUsQsD6FzFmdEfanQ7HvPy+sD8X1mjulyr5gmNda1aQSQ16gqDJ3lsBtEVuwdaglo55juz5I92SqubW/cxnO1VrrOE9cF7wUtHpthSCt9SSqC2tSGW+aCVBnWWna7PdO0ENaFlx+9lEVGyUw/pMRYofOesxY5+jAMnErLQmgsgdJG5yhk89GKYbfn5ccfY1yH9R0xS29l3O2pl7qIhtP/lmdLfvfXPoMfxEIgl5xyNlx0KUID8ta2KDBJDNokvM4YBuNE2jpN3FzvOYyGd/dHTsdMWhZOSyRXB1XR+Z73d/fcn86EqPEanC04A+TC+6/e8uLFFSEUzsdAWKRRk1pCzTiMKAV3d3eM44jSFmcV5IpytcVWCK++Cfxb6VlRSmKplbUkOci1Q698ehXRn5NC6xuIggzERrwx+cVSClVJ2f7Lr265soZwM6JqxFlDbyy9M2hvBKphNJ0RgUxBwLCCRm+8+3YDhizMvxAzMWZiyOSYGvRTJNpLCIRSWXNmzUUUgWsipPaAKQW0xqhQuhrfTzdOYaMfGSulb6tQjNMSlqrAGZmD911H33umeSbGRET+Uu00KmV0rlhtmwZCfCD7wUvPR1cwhuw8S8ysKSH2/Nzm71VAHQrpkVhDzoVhN6K1ZpomUso4Z4W8lIvkJ+h2X1JI68zgDb317MY91u949eoNqmaeF7lXndUsQbGsiZQEWKrKsfUiREi2UY9TTO0ooC6Zk/24Y//sBd24x3cDyngk+FyjjJUf2yj1m8LB+o0ff931QSwESimc8/KAO/vo8Gpd8E1UIk06Td91OGNIMdD7keurPSlMrCEyLxBqhBgFK14i1lpOc+Dd3ZllqZScef5iYOhlF7+9e4dxit1h5P1poSipPEJrnPV9T8mV6Xxkv9sBcoOXookpoKqi6xy6mUhClNRarfVlJg2tJ7BpJJTBWcdxWikZsK0kbBx+pROlytl6A5xIxSRgsKossaRLBaKKPMDvTjPLOlO0gDhH19G170UZ0EZ08bpxwLfjViqVqgxrEDtwqXIsUSCo85BZYiCkTMgSqlqoVGVFt7AJWHg8vm0GG2u1pPq2aqAqIexqbbBafBidlSBTb2XOj9G4kHh+teM0z9RU5DVZg7KGMK3oZoRStR3BrHgrOt9dHoB5WaSitPL6myKILXdxw5FBvoTWyPGhObaavFpZaQSHuJLLAiXitOLmas+zZ8+4v7vn/e0D+1GyCLXKj96IVn1Za3HOYmyrgJyj1vkCZ5Fgnvb9Kc3N85d8/MmnDOMe3/XMq1i7tRakWoVWRdomQ3icrj1tuP+a9oDcz/90j+4/32sTEuWcWZaFLbsNJQKLYejpnCS5jH3PYTeKVblE1nXl9v6WsEwcektnB2yt7PxIzSvZZtzQc1oi7+9mYoTOafbjwNWVIcSFHFbc4NGdwSYLU2KOgRArQ99TquLh4UjnNH3fS4PHWE6niZrBe4um4LxtacKazjuZiVstC4GCrvOsScpcrcXdWHIVvFhD7Cgls/5UhOJbq7qIqbaROoh+PBcBT+xGoSCvqVIU3C0z5yVQ5oTTGa99+4sBxAln2sJKg3HUIn73nCspC4UnpkhOuWUIgjKqNafk64uMdRuntU61eWx8KaVl0dEtmFOoHpdRqVIaayq73nMYO3a9xWrJDagInu36MLC7t6Q5kBAs2n6/5xSLxIQriQz3WqNVxShh/aWcCWsgrKHFkGmUrgJaZWtQy/FzmzrkLPdTbdMV0CLIyjJmTqlIriWJwcLV6Lm53uOs4ctXrzkeA2M/EqM8nDlJP0KjqbngrJVxpdbM84xruY8XNW0R6/EaM74b+fjTH/D840/w3YC1ntrQZ33fP2Yjqkck2dPn6Z/0+iAWglKky6yU3EDbdMu0+a1W0jfonMM5wzSdmeeZ43ImJTFk9E6Anssa8VphSpImXteRlOar23umtWKqyE6d0VijWNaJsbP0+5GHeSEWxbyKz8D5normPE9YaxnHXuSeznE6nYgx0jlBnjkru38GlLHtmd2OBaJY063vIVl/NFRXxZuNViPo81xhTUkePmggEJqrTrbAqlrAZ5jRJrPz4JIiKcuQR9EJhErKllwMVcnxKucsGoEorsmccpOgsknQGvZLYruVaizARsjVWhaU7eGWP9RuRmja9zaSAwG5bBHhzdqrjfw93lkGb7jZ9ewGR+fEU68orDGQ00JvFVejJybRFVQlWoH9MDCdTm10K03G3ndoJVOGFCNxXVt/xorTU0tFJfj08mhYqpWu75nnmVzypd2mlIz2bItyz5WWpVB4drXjxfNrnHO8ffuOu/up6QJkrHh9GEgp4K1jrnLMAtkMQlgJRExbCDZQiVKKlCvKWD757Eccrp/j+x0o08jK9eIxkO+vocmqHKv/aRaA7fogFgKgKb5aagwN8aQVfe8Yuh6q+MKn87nFiqcL4Vcbg/OujREb7EHD4D1VaW4fZu5OgYSi8xbvK+PoMUoe5K7vSNUwn2aWWDlOgdSMTvMyCZSzNbqcd5xOR87TiaHvsEYIylaX9jBlYoqgMs7LDQgF68wFX10bb69WccmJfLe2RcZzf15ld0cWxI3AAxcBKaqKTekYIkkVsUZb8a0vycrokEqKQoSuWs7DVANW7Mcxa6pRVERlp7QcTjdUHFqJc43atA9SBWwjOHHLyTe5jX23lB+ldZvRG5kYGE1nDVplrJXU6au953rsOAwdvZPxGkqRUqDEgiqRnTNc9R2n04TVmqLBpEAvfwmhZMiwxJXeWLyRZlp+2mA0GgrMS2gLkm0IB/Hv+87J4pBEbLT1oVKKpMYnTCmiFXSjY+cUNzdXPHv2jCUUvnj1hjUm+r6jG3piDGjV440lqNpi3bY+isidtd6OxI71fMZaB0CMiWHc8fKTT+j3V2AstWrWGKjQQKjf1Nls2YZfH7E/fbZ+3fVBLARKCeSxFMQ/rwAKxmhiiExn4RBYbdvqLBLUEhLOS8/AOwc1txuxKbUaBOM4BdYs5BfnFc5WSl7BcjHfoCxrXDlNgVQtIVVqWuiMoe9lEfDWscwz9/d3LQylhV9ocMaSglhdrZIHyDUHmDZgnSbE5dLcKhXCukrMecqQC773lMyF8b8BMGUM99j+UbVChqIs51BZs2YYPCbLCDFThZFQK0lpYhLcd6aAro2tVx8NKZsyDblpTRPrVApocfzJeV/eV6WF5y8TjXo5gz65F8WmrBROy5HAWo3T0pw97Dz73cCLmwNXQ89gZaqhjBGDUpKm4egseRy4O82oAofdQK4JazK7fmA/XvPFm7fkFHBWsGHj9V6oQjG3eb5oDFKt7R6T5qu1BuvETg5c/BWXuXsRDD3aUrQc/bwBR+VqP7Lf7clK86tXX3J3mvDDKIt9zYQ4k2KHNR6jW4RZC3ER5F656A4eoaOidiy1cnN1zbA7tBAXSwiRaZ7xVjMMg/RA6qYS+merBLbrg1gIgEtfQLdYL9Hmi6Y9RRGEpLq2YExLNwz0znHYj3inMaqSw0otmTUEnBbKTIhi4Cmt1O17A0VQ337fS0lvPW9uj6xZsYRmNMki8XSjKMIUQrB5OB6xxlw4d7pK2d97x5ozuUSZSTsnjSGd2RbwmBLWOnISxn5pMtNaciPlGJaUZSFooyerNbTJxUU9Bkj71LCmzGnO5KLZO7nxY62EkEWqqjXRG5ZYWHNqEmSRHCsaxUgpNh3aVuRvU+ltTu7aTauNTEXUZp+lQhVOX3ki+lKKi/zZaJn1j53h5tDz8tmOsXfcXO8YncNumDUUtRiiFmCI946uGuE4FBm/7XcjmkDvLcYPzMuRu9NCyVnCZ2ppScH14jtIsYFZlWq5kZqYI9oohr5rsnYl1cv2Wacs53BjyaW2RnDh6nDDMHRkKu9uH7g/TdCadyIxF7FYjEEIw8aIY0QblhAE2mrENFSahkBCT+T97rqBcdxTK+z2O4w2xDARU2K/v6Lr+6+Jh7avJ2tB+zzaZ0f7/T/L9UEsBIKwSpcV0loRfszLgrVSLWyJMFtCDLVyNXq8U+KbrwVVi3SzY8Qb2A0j1hjWNw/oWtl1lut9T5hECvry5TPICw/Tkff3R6o9sKYGmlQV12usld1CK5jDSkkSR2WVQeXKMAyMnZdytsVeWddTlKHUhNMGt0milaIqR0iJVGRCcF5WdFESaolhXlZCqW1MqEWNl2Q4qWiaCxCKDlLi350n5jxw4y0O6L3nZlfIKXPWBWs8OhjUKqrG2MaHpvUNVKMLK/VEqdbOu2gBeGhlGkFLXUZcIFULWbVjjKU2jYfRSiy97RhwGHpe3ux4eTPw/NDhPfhO4xToqlDVEVOFmkg5gdL0Y8dKQFt9IQH96LNPMeWEd5b91TWqrPzjP/qCc5D3M5fEmgyxChx2O0sD1JwaBT23457DIBoOqzSxhMdksCqbU0gRRaW38PJqz37sSSVzf154e39kSRlldfvsW6hrlQlKTAJA6TpHUQYV5Iimm01YDG0y0UlZxovDsIeiMdqy60fO80KtGess3TCCNsSUEDCfvD45Gojc+NGe3F5zFcnxxdv9HdcHsRCAuLz6vr+AS8UUIg5YYxTe9XQ7f3mBnXfsxp5KJaW1EXo1MRZqEqnruBsYMFj1Bgt01rIbRohBRCD7A+djZl7OpFxZw0xR4gysueKtGIu0FkfeElaZcBjTGmMtsANZzCSh1pLQEtyBjISsVW1sZImhCuYbiftq9wTKaiqaaQmXEnuTrH4zCkt2AentxVK5P03E/JwMdJ2jt4VYDIfsqFMQY5W39F4xWaAKQizUQs5NsFRlB8fIr7fjldB5eLIIPGo5SkO0V20e9e1at4WgYq3CO8XNvufjmyteXO14dj3Qe4UcibOM/ZQTZWVeL+6/znuqsTCtGKPxneXheOY8Tfzg2chh7Hnx4hnEzPt3t6R3Z4ypJFrnvVQJkpGViZJSa0TK0co11iJAXFf6/Z7NAShg1q3yFpDp1dWOw/WBlBOu63k4T9zdHYVl2Y141wkVKxWK1oQQxX2oRScBgp0vizAucskN4+aoSgJ6Dld7fL8nF9iN4yXcBEQJudvt2qZoROjUxrWPEqnH0eHXXLx/huPDB7EQbE2TlJLMcNUjyLRkRaKQU2BdglSiiJ7geCdUIBCSjHfthiyJycp5+DD2dFYJWad1yEHosHcPZ+KayEW4rCEEiQ9LFaccQEorCwAAaQdJREFUBi0UnubDV85SS8J5j9a1jahWalJgCs5ZpimJqUZbSpRSXDLxBPMds+z0sWHBlG70G+NZmipPrMztJm3SVn0ZEz2Wfu2EyHEKTGth7Qudrzhv8FEz9g5rDWuEVAqjb2KjmjA1M1NJWkaGdas4Wo8FJR4Eg/qacnLzhYjdFqkgnkRyG6MvZqth53l2NfLJ9YFPbvZcDR1j7+U4Yiq1iunGW0NOtWUGVHZ9R6oSFqtrpfeervc8LCe+ePWaXj0jzSvhNJNL5dlhx+1xIiCjN6MMMYlKUsJyaJgvwdxYbeick3ewlMtRact7yBSZKlaF95r92HO42hNLJqdCIPLu9kTKYK1Hoem6jq7zpPlMybCugWHsZEJCYQlyFNk+vQ17Hpt7MeXMMIxUFL7vqKXw9vUbTvPKs+fPqaVy2B/EUdqOURvF6ym1cbtHvvng/7lYCICvwUjg8RuXEZuc4dpoQaSpwEob9VRRWLuQsVqkpqko5mXlB598zNXOc3+MLUQSsYTmwvG0yBksK1KSXVY05BKGoRHrbVGwhEhNQZpPqhPQabOOVkS5mGPCaHnodWsM2Karn1OQjL42ow+rzIQVUv6nUjnNi5zS5QzwOF/+xge9/apQyRXOa2ZaCxndRlyW3nWkmLGqsh8865qJpeJMxdSOwcL5LNzAmCq5KDICSqEdEYzSjxWLUqIZ3BaBFmwigDURD8miVpo2wPH8ZuTj59d8fL3j2dgxWIV18hfq9iNNqqsUWC0YOF0UqtB6PVufQd6XN++P7IeBOMC7eGSNgVOUo0RJNMOONFNF4yh9D2Nl7EelNS4VOQdyynjfSWZlyphmfMpFAKK7/cBhN5BKJsaINZ7Tw5k1ZDZr77aRxZiIIWJq4Xo3UGtB61YVlsrDeUIp8NaTw0KtirxGKJVlWkghcv3smofTRFhXbh/eM+6v8W5DlxtiFFdnvYSpXMQll+fnqWNXFoutw/Td1wexEDx1Fv5pG/LlZ2y2U/lzAlxofV5QVdRxtTIoy5Iy797f8xs/+gHPn13x+eszawhMy8LgRdV3XhLjMDKvmdgy+GrJDN0gjr+WxjOfZ+ZZGlTjOIqDLGcBWRjNsN+hAKss83SS839L86mq4p3jHNaW6KuISbG2CDWZcVuWEJlDpBgnO/1GF+ZbxkHtn1UVilZMS+b9/cz63BNSxWsvjDvjqBrG3QF1Jdz+KayMFtbesAyO49mwLJElVuYkRqONkKso8oC3kl8p8bUrpRvTryIyaHmYDSLWOoye588OfPTsimdXO67Hjq4xHZzXaOua9EC3KjAJCdhauk6hM5ArxqxYI41Go6T7vxT45at73ncTvZGm65oSpTS9fqmoanBKJhCmLTDixhb+QOfc5fgpKPdMSBHXWdYYQYlXYbcbGYeOlCJrEaXm7cORZQ7QRtxKQd+L3XiZJ9bzmfHmhlq1MDabd8AaYUmqIv2ZwXUsa2CNkZgzRhse7h+4unlOKYmvvnpFP15xdXUli5XrnqQf2bb9iBdnmxw89es8fa6++fNvuz6IhQC+Lo98+oK+aUOW83FjG9b6NUELuqKVrOw5Rh504uHhgb73eKeZYuH9wx0//fSa3W7HMq9QA+sq0d5GSdmolSKkSK2JOK9M58BuHBl6ibRe15W+EwuxkGpXdJERWG5d61gSShVUExJN08z5PFHtTr6/IuQaiowHlzWSavNalEyD8rWK508vBtvIL1dYMxynlSxxQmzMPmsVgsC29P3IzfWBeZ1ZV9l9whKEITgtTEtiipV5ySJEKqoJXcT8UlqWnmrTDUCOZaViWod+6CxXh56Xz/Z89PKa51d79r24DJ3TOGsvEmLBvWuKrihdQEKmsVbyElRrkDnb8gfFJw047o4rayiMvdCc1lV0GAXA2naUk7Gnt6YdaURabZUW2lIW9aKkC2fkf1LfeSeLgHdOPlsl2PD746lVcmI26nsvNuNaOZ2PpHWVUXbn0crgXce8zFQtJGynLUvNhDVKY7Pdw8oYOutYU+R4PKLQnI9HfvKz32a/34kasm55GEa0Mi0XXnQ06vKsfNOtu4mN/twsBFtT5On19AVdmAV1y7d5Irap0j2V8k9UeVYbjovsFl1n2O0s57tAKnCeFk7HiaEf0NpdFGbWOEpRxLCSSqaSiSXTjz3DOKBVlZCMmrBOvO214clKEaKe6wdKKtSSsM6CtYSYmOaFWiUJ93S6u8RRoZRkBYYIreMr/v1H5cCfXgxbpaTkTchVcXtciE2BJD18ae6lLMEizip2+x03NztKSqiSqUlGrfO8cJ5XjueVeUnMa+G8ROZFcgxzhaXKsUEW6UQpGUVBWRn1jkPHi+fXPH+25/n1yM3VyNA5OiPegI0EbXRLJIwtgqMp/6BBNVQl1tQ6/EpWh9b1Fmuu/HJaA1llvH2UAhcF6EJeF1IVEZf1ro1fq1CCG3NxG3tu/SipEKTK243jZXJlFKA0d3cPLOvajFMXYhvOWdKysC4LQ9cx+sfeg1ESXZZSxTgLrPR9z5ISXjtSO3bSms+5VqZpohSw3SBwE+sYho5pWh7To1q12IaVpCSNyYuYS10OC2xNtV83RPxgFoJvu74JJ3kEmLRXWmlnzNo6vkjsmBa58TEmApXf+tFz5vMDMT9wXDIxwP5wIOfEeTqR44rVBkm1FWCnNMgspnd470m5ENeZnEtLqLW4bqQqx3le0AZhAbqOHKMoJF1HVZrzurKETNfvmJeVOYgRxllLBs4hEKltYiFeBb01rZ68F49XGyYW+XnCcDcHTmviZfai59caZ73o3TdhYo0YpelbhqNTDqqnMhBTIsRCzJUQC9OaWdbCaVqY5sh5FdbgsgQRfSGj1WHo2e92XF/tpLO+H+i8o/ed2I+bYvCx51NaA7QJarRp65miWkNmpYQkfERVpKoqwvDbCEVFSdZBXBMmFbyxl058SUJirrWCMdJfsBLVVp4ctza6sGvOw0Ki955+6NFaEUNo/13heDxRcmHX9Q1eovHeYrxhXic0mv1uz9B7TIkYEt53gnkrFbQF7VE2SD5hjEJ+qtD1PSEVDDIiX+ZZsiHRzNNZZMr9gO8852mm6zuU1qxhBaWwzkrjsBSU3TbMTY7eJkyqXirM77o+mIXg23a97fpm8+Ppzx8XCS6pMVpLnJguUpL9C7/5Yw6uUPWX/IN//JpliVifGz9AzqYawxLa7FmrJlxyFCphTYSwSj7B1kwzlqw0D6eJvM7s9wPjOECt5Lg2C7Ko4W7v3rPNs8+nk4wclUwGNiRYgaYIlAJVPypGvrOsU218VGphDoIPq2qQMtQaapZFcksfDjHK19b6smtYI5p6ZyxDr9r500jMW1GsIZGKJqQq/+5C0Kk4oy+qS2sUzltp9indGHwKbRvIFXn4ckoXwq9SGussKTYdg3GEFMQ81KYp3rpW+bT3hAvLqfUzihwjdPNI1A1SKjunaUDSnB71/Btm/BJFXoQV2PU9xrXcTVr0Xor4zuKtxxlHbY3NTGE+n1nmhV0/0vd9U7ZKo3jsO9mha/NfFHGcSrCKaXgyi/MDIS30/Sj9CQrD0BNT5tXnv2I/7rFKi33bd5xPJ8ZxwPqOkhKpCj5NtxHwo0v16VFhu1e++/rgFoLvur6rd/B4DuJRqlxFnqyV43xc+ezlFQdzgzKOd+8n7t5PHI8nfNcxdOIIi7mgTEVhLrZQsmTXL0toHWDd4sMrYVq5fzhBShwGz6i0oMKXRXYhIxBNZxTLEoR4/DARQ0Q5LyKqqogVEqIGlDNj+zrUxgt40it4+n6xvW6RK6+pyAgtXzGwTRqktC5VoJ0+l6YXkIpDN1ESDYhSVaWUCMiDRQvxrApCAlHcenHROSO0ZbORmVUjHhVoD3FRUtVsyUkxyvhNmr6P6jhtDCElaqqXRKGkE7HdwKGV5N47phRbwtBjuZtKwSgL9esdcyEP0/D1ClUfzVGVfMkx3NR9WinJKWzfX04RY2jz/CQMw8bEiDkSQmToOnrvsRpRO9bGGmgPZEqJqhzKVLzrCLlcxoXWOXw/UJRATnMWLYFzBq0ix7t3vPr8T0jrwv7qBtv3rDFhtegshmEv/aaU0M4+URQ0wVeVcF6lVcPNfff1wSwE37frA1/roD8V2HwTf76hzku7U968e+B4vONnn11TlOGrv/xD/ubf+j3OMVCdByVnWEVCtfHhtK6kmHG+I66pcerbaKkqQswsMZJL4dm+Z9jtQVk52xcBWhhVGXpPWFbJVkySggQtx8BaCoolNqY/coOqJoW9LG786QXygqWUep+KJhbF/RQ5L5nRK7wX6yxAyokYV7I3lGq39YGtiWS1auWouuwol1FuFVqO1hWnwTgwpmKNLEK1tEgtLIL1bmdv3QRGVR78msUo1TW3XUyJFFPLWpQMiJi2Jmm9jHqXJTBPS5PrZrTJqGbg2Zpk2yjNNN5DThltRbk3zbOQo62VRipiC956NM47+l5cpSGEZnTrRP2ZWu+qjXCdleZgypGQVnbjwGHc4fWj6jIugWI6qtakVJiXgKke7SvOd4RpIuckPRMnDMeXH7/g/btbEag5USI6Y3BaUcLE+eEdYq69xijNOp1E/FXBuY6SI6GKf0L6ZGILjy13oiB6lO+7PpiF4On1zVL4a83CJ3/m6b8TusujBqFWRaqKu3nl7jjxyV/5Gedl5V/4refcvf+Mv/+7n0vCb61MS2BelubDL8Q1AgqdZCqwhgCA9QZnrCTk1Irzlt1hj/OeGBNTXfBWXcZPWhsJBs2VZRU1oTQYLbXKIrDGTK6glL7s41tz7PG1fNtxqZWBiNZ8rZXTWliKYs0JX6skG7e5cs65Rbg130WzPuu2Y6eYqM0CvTkhKxLUkcX9hG5nbtEWCFJMTieqkXJVE7oYchEdAi3sA6Ry2HZbozQxJzKFmCUcplChQFwXaE3T+4ejCK2K4MNKlsafxBBKx/SxUdbET8ZQEQWnwggnoi2o2rSKL0tF4LoOrTVxDdgGU62l4oxF9xpUwRqN1VZK71wwSrMf9/TeowuUmKSaSpUUE/7mhoyWDaVq1hY/v9OmAVFrq0Cl2ko58+lnn/GDzz7j9esvWeYzzw47zsd7UlxxtpDTTI4O34/ElFhm2QyG8YD3PdaJ45QmgIuNe7Hh1en7733mPriF4LvOw9+2OHwTbX6pDIroDYpRnFLmHCrOD/zkhx9xe5r5F//Kj3jz/pb3p8iyVGKGXEVEElYBiYLs4jFEoAq2qkqTTiOjsH7oKKWwroHpfGa36xmudxJ3rg1FaUkRirk9IMK/q0qe85REXLRZgC4Pfa3fUgd825tC20FlETnOgYgi1MyShMy00Y22RllMRZDp1qBUAVWaH0fm3CVXapTvX5Bq+lJyCgxUiWyjtLRgJVO9R52jaYtZRmPQuoOS2BKKY4qXisMYLTrpxjZcloVaZDy7xsL7+xPnecH1I6YE0AZjMlYVqWBaU9xpg1aP7kGlRWZsjMFZj7H2Ut5v0ynrHF3XCTi0CCNiE29t6lb5gzLeDTFQc8UphXUGaiFMC6aKNLuScb3F+o5hd8UUAvfnmVhFK1FiQRmJZTdajia5ZOZ15nD9jBcvX+A713QDkoVw2I9M04mUF6a5UBAEmnGe3mviOqNQhLCy19c45wnrSkwR7z3j2O7FKvHs33d9cAvBdn2TXPzN39se/A1rtq3y245D3TDdijUqlO55dl35nd/8DOfPfPHVJ/zt/9cvmOdIxqJsL5HUtZ2/WxbAtgCZxkeQSPAstucsxp5ViUzUWisRalnw36UoCfho3vgtZqtWST/OF0zWk9d2eaC26KpvqQYe/3D7L6TZeH9emEJC9ZZUkuxWTZ68HZsE3yb9iFgLueSG8m7fX6GN2arkH1bEeKTkofXatFFcQVd5gHXb7UsbLSo0ugWJlopUDEm+VnmSaeadzOBjkSavaRp9ax3v7u54+/6e85LISBXVDTt0PzRvvlQZKcXL4lVKaaNBJfzGrhMqsqqX35NpnRHojTEs69q0EA2gUlX7XMRT4q1rwh3xWRilKFEs3rWISxRVGUeJj3v27BlVGRm/RjEkJUQdu6wrzkoj1VpLyZGuH4hh5v72DYaEM3B92LHOp7aIHSQFexxJqWB1kRi6mhkHqQ5KhtPxga7rQQmxqZYsI2xjiOtKSOlP3UdPrw92Ifg2vfT277ZKQKCm9WvY882dp3TBobFJMc+Jaizjfs9PvWUYjkzzb/L6zS3/+Od3LFlUepKnaCkp0/meFAIKSSz2nSW3SHBUSy+yunX5C31LxY3t+C4jTCVc/yJ9htoeiopgscpFOyEkI9S2yW9G4z/dJASeJP60S0FVimnNvLuf+enNHmsVVhVCzo2CLLbXGANBgcGSa8Y3jFouBaUaiSfVZgu3ohdofRmrDVQBqVYEoaa1xqJbboEsEdrImV/Aq7IL57YIGmugUYBqlVQlgyxCNUVKjOLfr3CcAg9L5n4KPKyRiKFoh3WaWgI1S7UWi/ATdTsiGG1l8S1ZZMa1tsJDkoh1a6QuoZGojKO090cVoUQZK5SpOEvmgbde/BZtrCxvgjw+1mmunt20KYTleJw5TyvG9cwxXYx/ofkgVAFSxnmHzREVzqiomR9kKmWsFWivNaisUAa80YzOYWpBe0taV0y1DP1AMZZc4Hj/gDGaTz75WBrPKZHCKu/Rn7cewTfHiN+mlHpaCWwehaeTA90aQblkihKhhvEduQac73l+U/kv/qt/jYcpc1z+Np+/nVmS2GBLzqIsDBJ06juP84YYA6qIl8APvoljNCkE+qGXNNsUSRk6K0nIKRemeZHUoSzbririOmyIwkvkd9N/XXbLLcHnUQzSnv7LIvCNRRIIqfD23R3rpyM76xj3AzEVpnmlr35jcZJSIrWucrWaUoWclFvpL4jz9v0oJWVlA5BsRxtFYeP+beh5ZQSJppRqoheJTK9s4Jkm4BEks9iNq2kj2pVlXViWyMNp4c27O9ZcOU0Lt8czd6eVpAxZa/EOqII1NC6EEyBLqWTk8+8618AjitoWCqXM5d6IIVD19n2Jl2UD59aWO6iUwltLZyRUVjc2hPQ6aFOWIhg4JWThZY2cThMP9xNX1zcywkYyKJ1WuGZ60zkxuGaFVqIf0ApJMtIOazzLOhODwGven9/RjweGEYiJod9RAqw1o7oBbTy7wVNV5e7+PdZZ+nEg5yTsxvDnbCGAry8C249PFwNhtj0uAk8Xjwu6qZVjUTfF3zCiNOQYLp3rf+mv/oyf/+pXzP/gl3z+NoOSnWCLvN605FIyF8ZxELVYAaoouvrO0znbHG6akhO292hjOM9LGz2KpFY1D/qlL9Bm2NucfNv82+BPXhOPVUHdVozLoiCvlZaVUIG7h5nznNl7izaO3TgQcyLmSGHAWtdGY+Vyrqa0M7euCNNs4w0ovPdtPVIt1qs1ZU1uODlzKeuVNmRoBJ6NCagv4bC08aI0MKVJmVuDlg35bgzneeXuvHB3nDktgaURk1NreFqtmrJTFq2UZMGxzjE4R7zoFBpotTURjTXEEFjXho03cmRy1kqysZF+iNESybZFocV2n7FNWkpCq4rvPePhgHeOfhxZliAL18NRyNRYUJVlnpinGTN08p6njFeGwXXS1/BKQDvjDu0HinJY73DakqsmlUguildv3vKz37jCaIjrGeUyISzsvKWmStEWjGFNiTxPnKYT3num05nPf/Wr733mPsiF4Nuu7SF3zqFUwzq1HeabZovSUlE2gEYqUppWY+l8R56P9C7xycsD/9Jf/S3e3K588fpLNJ6sJKzDO9s4BIkaRaJ7GEcUgk/bXF7GaMGqdx25yqip1EqhMs+St7hx9MXgItisvAlfeBwZahpGrF3qyRng68eB+uQHUY3Jqb1wnCNr1uRqiGvAOUvvvSDI1wVnOmybaFDlwa7NDt2K9PbetWlDO/NLsVIbRUrjXIf3nQiQ2vcsCwAXPeSmAlWNuFsBbYXfVxSEnMmhtM9Usy4r7+8eeP3ulmmJLKkwx8QaZfJinWM37nBWU3MihVlCcJvs1xgRGHijoYFvc47ISUs1mzF0Qy8LBQgM1FrCGi4gXNvuMQkRViStiDE1S7PIoJ0TQlWqlcF3nOfA+Txz+/6OlBK7/RVrFWrSvMz43mOcxlhNTWBcxzIH+sOBw9UN2jmU84S6heEqXL+jt47jwx3FVvrR8fNf/JLf+e3foNMQ5hljPOF8R9ftcf0B7T3WD6wpEtaZ6Tzxxa9+xenh/nufrz/zQqCUMsDfAT6vtf6bSqnfAP4G8AL4u8B/p9YalFId8L8D/vPAO+DfrrX+/M/6db7n6wObtz9f9ALf1lTcpOSSESCYcW0NlSiZc66jVrgaO377J5/xhz9+x3/2u+9Ylsi6rLLjKUXICd3yCMbOM3QdIcRLh9kaDbW0tlWR+GwnXMWwRqYl0DZcUIrm0ZESVkmIRW2d/20HVqo2SbA04UobkbVX9vQdaXWPgipA1FwV5zVxXCJV70m54r2SY0utpChTkN55KoqYc4sic0BtDkNz+XpV0RamLOV3ExJJs6s9LKW9+izodRqkpPLkeENL8dn6OIoWB6aw1hFC5Pb+juN0ZlkDVRlirqxJmnGHqyt+cHVNLnBeFqblTI5R1JvWArVRkQ1UhXOd5DA+NRaV8vg+KoXzXqzmFXISslTXdZfpwto4EKKvqFQjgrF6mddrlDEY21EwTOcz796+F8hJ36EUxBi4v78DVbHW0HnDup7Z9zus68lKvtbpdJKch5PB+gHfDXjv6YYB13n09RV3d+95dnVgWQO//PwLfvjJxwxdR1wWnNeYsqKKxaiOmAv7/RWp67l99xVhXfjoo5ff+3z9k1QE/33gd4Gr9uv/OfDv11r/hlLqfwP894D/dfvxttb620qpf6f9uX/7n+Dr/KnrAsJou1RK6Vslyd9sLsoZtVyY9trIDuecQWXwVdEb+PGnz3l28Hz5+v4C3xC5sghOOu+wxpCjkGy35p9WBk1l7DtiWPHeXbj10yTA1Yqcwa11YpetsuuXVgUo3ajLpaHPm9hH82i5voiHvj4uuPxM8gUVRWlCztxPM0W/oCox2jhjyUZCWSS8M+GMRxuLsgqMRhUJ/FBKkGDy4Eqct/cdxjiUkuOSaSm8pUgXfiMaF/XY2twkxKVw8RVUHtWTISXO00JehR7sjMO5Dr0mQdtrw/XNDR2GaV0J68L5vBBKQpnK0HciHW4VgWq0YEkMkipm61XkdlzcjgPWOdCK0+lEavqBcdzJ69GQKiwxEVMAoyVnEJHwKiV5ic5o+m5EYXi4P/H2zTtqToxDL/cAhYeHe1TJjGOHN5rBGqwFqzM1T9SqSUlLY9d7nHYMJcA5wGo5P9zKZ6PBxMDpfeTw4iXaOb746j3P9wOjhnhcUbsIJlOzY40agmY3DLI5WcswjN/7jP2ZFgKl1I+A/yrwPwP+B0ruzv8y8N9qf+R/C/xPkIXgv9Z+DvB/Av5XSilVf50P8ru/diMSl8sD+l3X5TbcmmwN6ug7h27+AdmZxXI6zUf2o+XTF1c8OzhGDzHKqEspdXHVGVUv47WUM9TS6L/ypZwxaC87ipBvDdOytIdeuHQZoQtvWqFa62O5v1X6cqIBxIknlX9r0n3HuyevWWg32/+nWRKIlRYhjVBvDUoZnHHtfSzS7ELCVFQbmRkjPgRjtPAWnbtk813O3duDpSVTQDUth27NxE3VSXu9tdaL8WcJK+u6ME9S1o+7HbVU7h/uSDGTq8b4Hj8YltsHXt0+MC8LORf6XvwcxrWjRhYped1Ag0oWxZRFp3lZjFJsyDiJO1dAWFaBh7p2XMyJEAq5FpnD9x1jf9WOe5U1rE2aDbu+Yz+M5Cgcg9v3d2gqwzjQOUvvhUthcqCzBhUXvOk4uAGL5jydMNahCrIgrycMnt4MXGvF0HVoZ6haE0tljQldEsc58npZKdZRKnz+cM91p3m2GygkalzpChQ7MteEZiWlM6Ukur773ufsz1oR/C+A/xFwaL9+AdzVWrfh5K+AH7af/xD4pdzDNSml7tuff/v0L1RK/bvAv3u5ob+xs38XVOGppPhSFVz2oScVgYKqxZG124+t8y1qMq0NZVHcH++osWBq4ONne55dH7l9s1CqZCIcdj3OVFTJlymFVgKkKE2PPww9moqpQiPW1hJSETVcyzGwzlJiu2mVTDK2o4Bulf82496eoaKgUC5Nqq8VBPJf8mi/2eb/Im4Jy0IMEWvESaeMxTl9AYAM/UDnDTmuslhajSAGTJvPS2KQNVYSf1QTFbUzc1UKrSTmLLfk5c30opUC23b/XLHaU6gsIbRFYJVej7Z0vadSOJ6PzMsKOO7u73h3PPHlmyPv78/ERViU437EObmZS4oN+CF9oBCa2cxobOeamjFLI1ObS1AOtZBivoycTfu9EFaoBdX4k8YYNFrox6pAzXTOc7U70FtHrYllmuU91prr/cDgLGLXKqQw0ZHoRjlyGa14fhi4HhxOK3a20g0j3bhn2O0Zx5H90LEfe653e7G8OwfGEYpiXhLTFPjyzR2/evOWY4ho71m0TF7OS0Rrx3x/i18z704Lvt/x/MUzUlqgzHTfryf69QuBUurfBF7XWv+uUuqv/7o//2e9aq3/AfAftK/xp/a7bzYBv74bPR4XvkbxuRQEUipTK501vHx+fQGIgqLmQqayu7oiLZH9leXlR8+w7ksBejjLbuzbaCfjjG/JPQml2vdUJbu+7z0lRgqSjaeM4c3t3aMQyYhCL5bMGmVuvT1QisetXm3/ePJOPL7Wx77g5f15+kvp78l4ysgfjklkubVVQCKI8tSqyClSjcK27AWjmoioglK6ee3lfL8pHS8MiPY5bB6IjV6kW7+gliLlrNpCQgJzE7Rk2hQBqaZCCEzLxLTMFzjsaZ4F4jJNlJzp+55u7FFGE2NDd6OafDvJMXGDrDY2pJClNmS5wXVeNB4hS5pRLnKM6z0li6PSe7k3UDKSbC8fbx3O9HjjqVnGnLWlJXWdo3cGcsKQsLXgVOX6MHJz9THn6SzinprwRvP8asf1fo/3jv3+Cu06UBbvHEPnGTpPPwwMux3KWbR1F+dnKYof/fCn/PbpzM9ffcXteZKodyphnqk5o1QhxsT54cTbt/d88avPORx6lDE83L/73ufxz1IR/OvAv6WU+q8APdIj+F8CN0op26qCHwGftz//OfBj4FdKKQtcI03Df+Lru9SFf4pRID/ja9JcpVElcTN2/PgHnwivjgJKk1NoAReO0Q9A5Td++gOe/f0/5PmsMXqQ3ULLuZNaWZeFzstiEtaVWpOAK5VgtEvOWGOJpVyUhEobsRinzJpavkKV8lWsqa2B9R1e8cfF8E//XmsTtgWk4jV0VmGqyKFTkhTgnRouozrdjllGy2KgFDjvsWYDk5om+y2PXoKWUSgVwdaX2diAIhyq+usLtCgYizjjcsF3DuM9uRbCGohrvHADSi2sMZKz4v4oNOnTNMuEwA5gHKkm1rCQkiQgOy87vFWWpcoio22Tb+fcdA2NuWgNMUXu3t9hlBbX3tVwqfBijAz9ns1d6jrL0PekLLLo3nlKiDJN8EIHykVw9zHMTGtgdJar/cjV0GFr4dnhQOcNL/eerpMKYr8fOex29J1jv9vT+QGUNAc732OUMA60daBlGpFjxNiO3ooHxFdD9+ya/dWBNw8nPv/qDafzTN/tqClQTvdEDT/40Y949/7ImzevuX13z7Dref3q1fc+a792Iai1/nvAv9c+5L8O/A9rrf9tpdT/EfhvIJOD/y7wf2n/yf+1/fpvtt//v/9Z+gPfZ0N+qifYfv70iNBqgEt/XWlx0ula+fj5Ndf7nlICmEqOmRxbJp4yhDVwtbvmemfZd7DvBUntWsKsQvoCpWRirOx2YwsPta13kZqYKKGQmfHW+S+IDj8mGavVtnPb9gCVUi4NKNXO06J82yqcLZOQP10CbAuBamnCWtNb6IqcYWtJxLCCGnDOQG6xZkhoitVKUGaKxl6QaUFt3gVZCKQ3cHmX2ziwtp1983kAEutVWxBNTqJxR5pgShs0EOdIClE4+7VQUiLEiO97Hh4mQhMQxVwwxhODMIVjiVALu2HAWQ+1cj6d2/i10jnXosai6BlMoymlxBrXiyNSehbSPDZGKqBh6NkPA1ZrtJEqRmlQTadgFdjeQoVlWRuKQmN9RzCF+WHGW8tHzw58dLWna/bt3goYxhrD9c2BceyBivWGvu/EgtwNaOOas1IgKLV9HooqbsyW/CVHT4GnFhQvD3s667g/zZynmSVMPEz39EPPx5/9mE9/qHl4ODGdj7z+6gvevP5nrwi+6/ofA39DKfU/Bf4e8B+2f/8fAv97pdQfAO+Bf+ef4Wv82uvpEWJ7PGRsXLEKfvzJC17e7FEkTg8PqOoYu561ROb5SGcG3r275/Rw5KMXN7yfF86TnB8lTEWstjkXUmxiFJo7rT3M4ijTQqTJCaslGyA26EhFshJKrhehkkwN5QZV7ZwNbSHb/qfUJT3om9dWqmskr8FrSek9jJax06gaCXEhpoDreqzV1FTJRWLPje8w2lGVBLeKq0/+ZqlwyqUMN41YXGtrmm4Lb5UHC6WlqVZrU1FmdFNXFplBElNinmeMkimKLHSiBkxVmIsPp5m37+9RyqOUhJrU1txzzpBSYVkm1mWhpEzf9RhrcX3HkiLUKmpCrVliYFlnKjAMA+5qj7Oy24/jTuA1SXwNfddJ4nHNqCbN1UaOkLFmsXO31y5OUWmi9m7P8/3IwWlurvbsxp6bcRAr9Drz/OaK/X7HOPSXYJXdfkcoBdd1Uo25DmNde0+ly7BtCM6aNnUSrmJplUinHcYbBrfjaug5nntu7ysPnWPNgXU5o92OYRjZXR3wnb1Qtb/r+idaCGqt/xHwH7Wf/xHwr3zLn1mA/+Y/yd/7T3t9TYHYDtky9ZYGmjaKn/zoU3aDZ53vWaaFseu4u185nmdevXrgfHfk1edvOB4jWlm802TfXHiNti0wD4Nq+gPnHLqp+tqQrzWtgpBynCUGoeCktDnlpOlnlARrhHbjVh51D9vYfZNJ5w1SwJMfH189IAuBMxpvYFCGj54fGHuDUpmcAzR6j0NTVWrGKcG0x9JufA1ObVmNrTfQ3tfaeI5aP6nI1JNj2/ad1OZ5rzR8FuSWrFxKaayGAiShFKXSmpdwmmdiqtzen0BZrPMULCpr6R+ohHASK4WC6x1e9egqLsJcEmTJm1Bas4SVaZ5RSvHs+pqu66BRiLbUrJQiKUViDEznozQML3oE11STGtvei1JkBFxyYV4nQoO8DE7T3Yx0vuOjF8/Z9R3UijNwtd9hUIR1oWZhXxojqc++Fy7iFiYjfIKOnLkoW0uLYtsUI6VxElHiibDK4J3Gjw6dOo67nvenIzoGtBno/UCmsNuPXN0cvnkDfe36YJSF33Z6+CZ/4Nt9+VLKPj1rKyVz+M7Ai5s9y/lEUguH8RrDjtv5zO///q/4R//o93i4vWM6LfT9Ae87Dn1gejiSsiakzdHIZaxWciGqRMySfuutJALnJ0+taR30msWLr9qutjXQNp9+le1le/YeewHbzfe0TKhPf7Lxh6QjbY1mcJpPrvdc7zuckSapuNQK3locipCyzMNN82K0s3VKCW0sdkswulQDuuUX1EtDTrgP4vdXmgvlZ1lXvPPNZoyQj3Mh5iIPfi2NdSjE44xIkHMRRuL7+wcwlvFwxZIVp9PM7cMJZTTaaWkONsiGd75VVuIlKKnQ+x7lHUuITLPwDK6urjgcDtSmkYgxcjqfmOeZEFahJVHZ7XZSyaSIcw2wkoVcpa0lVzkKpVw5TwsxV8Zhx673mJraNFmmDtpYBt/hnAincpWqMMXE1bMR6zq6Ybz8ncY4mVa0Y5ZE/jlJ7lJaeIqtwayNEnMcCqsRiK5x2N5SimRVdErxYr+nup6I5jyvnO/vePfVl9/7/H0wC8G3Xd988J9KioHLcyGpvAZ0xSoJrOyt4vloeXk1sJ5nQk0sD0fu717zj37/T/jlL3/BskxcHQ5c76+IoWLXxPOx8lbNTMmRskZX6QNsdt0lRVzXyfm6NSdLThgnzL51DZQsZaUqVcaDFLQG741wCloabt5eg1JN3FsvPYMmhJAx4xMdgXqUGmFUou80gzNc70b2vcXWgNUiFpLjjOgetJGSmULDkTesSG5/sZbBoS6lGWtkciAVvKgntVKtd2I3bioS+CndebRCXfBgidh2tFpTK+WtGGyWRY4NVKZZTEXHEFmVIpbCumbWNVBLxnViF770TpBpR0kJrCSWjsOeojRLjCzzSmc7hnGg7zriGng4HVufp5BSoPOecTfIYt2OfTmkJqkWupEzFp1bsjSZrpMFoTrHfj9gciaHWUJ00RwfjkzPbuiNIynpk5QSWOcV7xw31zf0416qSW0ld1JpYpUGqLGmaU4epzcV4VFvMBXX8h/l9hAlZdHSqI51JSRBrx/6nqKk0XvtRg76I7o18H/jb3/ns/ZBLwTfdn2tSmiPhJBqtSQRU+mM4tAZfuenH7PzjrdfvWWd3/Pm9Wvu747SafWaZ1fX4hFI4gVYF0VeDV4LTwBaym0uVL1FejXIZRszbrukUdLgkaDWehndifCmAStzkEUAvWU0faMRyoXiY4xFpfTYKGyveKsGNBWrYdf37Pqew7gjLQ9Y31iCWkMuxBAvX8N3QmMWb0CbIBj5/rbXUas0qFQzXG0mIUn1Ve09EPpwoaUDNYhJSkk8HTSQLDL2pVl6c0zEkmRsOAWO54V5DdzeP0gYrB+JNXKaZ3Ip9EMntmUFKUQMir7vW3aEvnwv1jsx/ByPrGHl6uqAt5acEu/v7jjNE33fY61lP+7EMORcC4GFXLIoR1PCe4+37uJFyDnjvZUJUEwSSrIEbCnsOs2z/TUf3RwwJfL6i19RXr6kH0aoUTQDux0ff/wJwyCGLxobAtWk5qUgsQ5yr+TcNokskBetTetnpDZCL02Wri5NZqMVTil0KRy6np3z5CIycOssL8eB3/jkY/79/8P/+Tufqz93C8E3dQSqiCVV5ZXOKq6Gjt/60af87AdX/OzljtFDmBYe7k8oBc9uRj75+BrvrbDhrKUWiGtiOU+8OFjOa+Zv/b9fEVscmW6rrmmlX23Zc1xm5rqReS2lhkt6jhiBqrDxmypIaXsx5ki1//URodLiSDTGolS4KIwe1YXS+TdIk7B3ls468rJS14Xh5TOsrq0pxwUdbpwToOi8kC9wV9UeqMf3t202bfdM8tWylLnOWKpuysE2IhQvgrx+7704HRsEwxjZlUrJWG3IJFKS5mIqleN55jwtrCHh+4GqPUucSVX6O13fXSoukIfXWcO8RsZxFP2C9Sxr4Hg6Qa0MbbZfY6Aq4Q/mVl1ZLVmOvXccdrI7r2sgpsiqwIwDvfdQH8nGaE1IgTdv33NeAynD2HXs9yN9p/AWDkPHpzcv6Z2hGDCdZj8+48X1zSWRWwRPtvVJ1EU4prUwNUqWBTenIo5Q9IWJAEo4kdZeFopaKhJ60kiTMZGWwPX1NToJOGccBpxzLMvp0lz+ruuDWQi+i8339NqOBltVoKs8EFbBbtfz4x99wm//9EeMpnJ+/8c8/83fZvCF8/EeZxRXh2uMyfTecrjay85mDDVnzndH6t6wHhxzNvzjn7/j9gTOSOmWYmv6ZdmlldFEyiXKKuWCsR5MIEWJPb8c/hVyE1ox08SUic36C9/oDbSfbzJeeNJQlN+5tI+8k+SeHCP35xOfXXvGztG5gmlJSFvYpoz8WroSrSN/6bs0oU/DlVkriji5WozGkx5NLRXMxoWQbr619qLvuMjA2+q1wc6scQzXI9O88O5hYkmJhMJ1A6VqTkvkNM1UBGDirRwl1hQkEdlpFJneaayu+KFjjYV5mZhmKdMPw8jYeWrJxFzo9nv6QTr5VgMlY4G8rozecXh2w/3xHm+NVBu5kJO890ZpTvPM+/s7lnWhKI02Fq0UMSwo5xg7z7537AdP5y3VGtxux2F/ReclgyDGfMnGUM2urY0ImErrFeQsvMFahRlpjRH8eVuktfatiWgwBjnKVVA5k3PmdDyRkgiwUkr0g7AaTcPMh7B877P1wSwEfxYrwqUKaDeY14pd5/nBpx/x2WcvGUfHcrojxJkXO0fvMrfvf8VnHz3ncP0MpSNaR64Oe4mSKknOiCFg68Dp/p7qMp+83PPjT64Jyx2+MxjnmRYIIdE5h1aGlKRDvnXF4xpQtoptthQSVURMqmBVg2cWOcyUso066+V523b8DU6SLmgptQ1EtqJCjkKqsfJKYQ0TKqxc7a9xFnzz16tW7Wgtu4s2ik451iW2cdI3pNxtl0dtGoVWMTSHot0QX9o2zmCbqujH8M3alJ62Ndoq0leIiyDFnOs4v3vPtAT8eGC6f00uYoha5jMUhTUW5xw1i+DIaTGNeSfYscF5fN+3XIkzyzK3Rd220l7SlRWVogqdMyw50nuHM47eCmtAt5rt6rBjWTeknBKrcIbzeeLueJRF3nmRR+fK4C0GwbY5LRMVdMF3FmUcKWVOD0dKH9mNI50TPgVtQpCKJGEpbdB206MU6eUoIyrHKqSn0iY32mgokpWZq+RvaFVRWZFC4O2bd3jX433PMI7044h1jlIT2hm8/ufjNfj/2/VtrsLt2hBltQlj9kPHb/3kx9xc7wnLxFe3D1wPHT/6+AXXQ8Dawg9/+Iyf/OhTUYNpz/V139gAEoM9dD3WdMR5RpvK7jDwSTfwWz/9hNt3ZzAG1XlCEkebt15CSxcRs+ScSSVzDsLlX1IhltK64qJmtFpTt0SfS9NPXSYD+jKOaxhxtS0W29PfVonLyFKOEjFGFg0qZg5OMwwWrYVRqHhMfKq1OQSNkkXMbN37Lc33sSLbpFlfG822EpTLn5fvXYkTC2vs16acj6wGgzKWGguJKFmCy8K8rLiu43h/x939A8PuhlgUcU04LePDrvekZSGGhd45uq6nrV3sxwE3DDxMs2gTrOECh0Uqlv04UCiEXPG7HcpcU2KgMyIJrrng+ib/9R6lYFWxld2KaQnEnNDWtZyLRKHBVqu89qHrGHwn0XZGhEy7YaRUQ6wVpS05w1qipGyrxwrAdV7Qb2052o5nSmmc66nt6+QkPhejDaqh2OQjMeQsQbr3t3fc397z4uWn7Ic9h8M1tuuppU2sqm4VyHdfH9xC8L1Xe7esMez6js8+fUk/dLx/+4ZaA4frPTcvnqPQPNzd8el/4Wd8+slzcpoY9yPWW6zXrEtgnmYJMF0mcoygpDlFLdgEP/rsOb/6+D3vHhKJgrGWnKOMkaI0bnIRYEYqMIcMVpGUcAykH7DtklWacFRKTjJTlzX9cnarT17iY0P0ck4ApJGoL/9aUQukmPHAOHakHFlDJlmF06UBR1tgZpuuGGdwWaqbzTWo2vy8bBDPNumg0YVoDz7IwmVASEVqowA1HgHbSEyaXKY9RKnpC+Z5Zl4j+8OB18c3vH53R4iZF7sdX727AyXkIWs1nbXCSUgB6yTcJMbAYTfSewsalnUBJbFh8bxIulUjJoV1kQqo6/HekqLwJ2mj4GE3Nuy5wGKqtZxOE8saWJbE2nQgW8huatMV2yhG3lkO+x37/Yh1Mk41zaLtTcdgnYiq2rRjew+NMVgnZOXH9x9QWhbUVvFa59tmIPdIhXYsaUfRIszL4/GBN2/f0Pc9L54/59nNM1zXy0KBEiv514563359cAvB1yqBp2IopVFVbrjBWT5+8ZzdbuSrt69R68IPPv2Y4frAcUm8+vILfvMHhhfPd+QocWR9D+hCKRqlC+PYscxN6OEsD6cjMcykNfPufcSYzPXzHW9Od4S4krMmFSghSeCFEk99QpOLEnqwUg3VJTv+5itQT3ZeoQk1pHn7cEoL3thoZdu5fVsALjmBRkHKInAytTUpK6737A87EdfkjJCGxDKrWoNBhEwelMJ3llSnizZAtyakNhVdheQrYMJNdtxiy4zgupXSWC3lfFWKNWXMVnkAavNQ1EYmrpVlFh7h/vqau+nE2/sjb+5OXI2j6PyNaZS01hjTULVkR/Rjx2Yk2+8lXPVhCZSSGcaRac2o5pHQSiYL63xi6HrmsJJyZl0n+s7ihgGUJsSIQ15XDJH705ElJk7zwjSv5CIL7bJGlrBSdWU3jjil0TlhVKUZM6FWwjJzNpqSFL4r+E4eLqmK5PO3RhSJruvEwWktRlthW2jTqFGNjUirqLQh5Sj3jKYxJqrIp9eJL199yVdv3vLyo495+fFH+N43DJ7kOqJFT/J99n34ABeCp9dFPqM25r80wTrv8c7y9s0blvnEb/zwMw7Xz3h1e8vrV6/o18Bf+o1PKSXS9yPOi0AjlUDX7aS7vUZyTKiqiEk6x1ppUhDk9H6nGQdLzZkQK+e5ModITZXed+QSiCkRiyJXzRIyRluUUVA1to0OabCPXAqbXFQec3lwVHvgJSuwXjCE2xvwdGHUWmzMTT4l5b/Z5L9ICInVoMVQ1VmNqtvOZtDGSYAH+SIKMlqLhqG0IBNkFEuRhUAZQ21db+le28sxwlhLRWOrvhxzRHkpC0wqiZwjKSWMs+xdR9GGL1+/5fXrt1iteXZ93UZ5QM4Y69BV+hyaDmPk8661sNtdc319hTXwxdu3eCchsjFVspHzcEoBa/esteCdZdiNnKeF8ykw5YXBW/b7PSCx5POysgRJo1ZWSFYFkSqXXCizQEh8L/fc6Dw7q7BGGq+1ZIyGoR8u9CxjLNZZjNVoLT2HzneNhyHkrM0eV6lYqxueTD58CXoprSejKXXjcQgFK6dErZnpfObzzz/HecfPfvYbHPZXxAyiW7FYZ4TTqaRB/H3XB70QSDkk6raSxDSjFQy953h/T5pP/PDHn7Lb7/n5L77gy+M9y/nMcw3X1zturvciusiZGBas13htWNeFZZrFfGMMyxSEUagUQSVUXem8Zb/z1JpZ10TFE0slrBHjPMsaZXxWxZOfqiHHQqc9uupGKmpHe7Xpx7XQjSoNMf4NiUDdosE3sZJ0ErZFMGewWmHqYw6BMY5aYZoXzmcYtCeVTMwRry2UREpRdA1V3kttBOdVikiOhXZIC3AB0T7Ij2yDDyWKNyln21FBy9lcN6GLro8wEKU0eS0s88owDExlZloif/TzP+E/+8e/RymKwzBw2O0IIQnopQoYtOt3MnJDEo36rud0uqe72jGMHdP5SAwLxvYM3hMTrMvMMHaiGCyR5y9uKCnS2QE1dCyLZzd6Xtzs8dZSi+b2uHA+B7LW+G7kvEzs9ntpjFpHDCI+UkqLAAmI04yqWZyE3uI7wzD0HA47rLHkJHkaov4T+Kvr/AW9L1c7VmkFmhY2w+Vu2Bq8qgm6Np1MSCs1SXP2fHrgj//4D4HKX/wLf5Hnz17KZ9oqU21kESot+n3rB33X9UEvBFt1vPn/jVIM3hHmmVgLP/3BZ+wPO/7oT37B3f3KGbDa8uLFwCcf3eAtpLhivbjxvBnIKaKVYjeOhCUwHU8sy8IaFsZ+YBx3dOOON/f31JLbbl4vO26isqRMNaYl7G6pvEAujG2/ds2oU7YUXyUqsVweCUWXhwy+NkM029it3QRQW/hGuezgVoNWYvrR1hNT4XiaGa1iHTvMElA54jWNNegw1uGcxan6WAG0MFalFE6b1qPYuAFyPq7tiGCt/B0pPzYCNZqqKzWJb4FW6YiWPzH0Iw/397x+85av3t7yR7/4nMP+mnxe6YcdJYm0V1ehE2utuTrsLo2ykjM5i0R5a2LePzzgfceaRObsjGG3G4gx8nA8MQ6Oz37nN0hhpaRAZzTPDyMvX96wG+SYcXt3Zl4Dp3kmiGwS6z3XVzc8s5o3r18zTxNUjbMOZzXv375Dp8KzlzdcXe3pvMe2EfQ4jhhtZCHQjT2JLJmCVCsXebY0bg3GNWIWTUeA5CtWvSVI1wa3gVozqmZSDCzLzB/+we9xPh75nd/+C/zwhz+UKQubSEyTaqEUdWkwP3WKftv1wSwE3zUt2MQ7GoXlEb5xc30D2vCLL77g4XgmFdeY+hmjC72D3mu8FUmmkHdtE/7IyOX8cBTKjDXkYim1Muz3xJKJ79+ilaNmQXzllhhkmgDENuVaLlXOxEp4BM6KxVjm9JvugXZDl3ZEaA+4ah3oyz7c+gitGdgU/Zc4cF1rsxIrifG2cgbfQi/nNTKviZQ1dEZgLKZh2bXMk8X5WFujrIh4pipMlRn9o/CpdeHV5jdw0DINK2CaSg6lRKHXbmYUzKeJlLKYesLK/f0DDw8P3N/f8fHHL8F4jvMbnDWyCFx2PtW4j0ZSiUum82Iq2riI53nlvERQMkpcQ6AUuLo68MWXX9J1npwTlcJHHz1jOp6I68rYjXzy7Aq04f3dkVdv3/PuYWGKBesG1jWiYiaE11xfH9gNe5z2pJTpuo4QF7y17FtlME1n0t6h1UBtcXLkilaWkhMaJwypnEixXsxFm5nJtKj0gmDW66UCk4e31A0HLRh8pRW2KJY58os/+Tnv373jhz/8MT/58U/wzQynlLg0pUsk40qlNKpVbN93fTALwXZ902gkP5GZuTMKZwxXh5GcIp+/esVaV0LMpKDIWjP0mhojvdV4reicIeZMrpllWSi5YpwlBRm9HPZ75mXCewfaoJ0lnFYKimkKciwoQtpRysoRAjnDKt8RSsIay1xWcZU5TU4abw1rw2IZJfFYOUWZCcsLvfQLhO5T22y7nb8bQEQriLm0CkEJy6AWaslY0zF4L/qElkq8hswaCnrf4XuLJQmSfCsTtUSRmbYgUDIKIzdCCo3us3kMtt4MEiuutzGhbl2y1guoGRSEGFnmmRw3ZaGlaMvbt2+5f7jj+nqPNiICIsuRxTT+wfl8kqwC045DulDJeN+zhBWlFOsaWcIdS8h4P5DDDEpxuNrz7u4eUDjfSVmfItZqrq8G5mPmo+dXjIPnnODN+3veHSeWAtY74SF2UlFoZZhOC8eHe672B65ubkg1c76bUMoQQiDMK1b15Hxgt9sJ1TpVTAuL6XqHQLdKW8DaA67liFdSJtUsMm5rRGlaBChzoT1VdYHephSIYSWuK7/8k5/z5eef84Mf/Ijf+s3fkmZjrihT0ab106qkUJVtulTr19Sj33Z9QAtBbavat33Hcvt55yWyOkgJmKsWdnxqDTilMFoxdornVz3T6QGDdGZryZzPE0YbHDSenWJdFqyxaATvvcaVkDPv7ha+fP2e1JJ6rDFo2xFJYlnNRh7CLDmG3mqc0xgr836NrOpZgW0fRmoqP4Wc89iIRS3N0xiLKjKGM0YESEbLal4V1NxQYIo2FpS/bxtpaa0JQeLXY+pE7GO1nDG1arg1mVXbNopKLfCzltS61ApRQbRxpbaUarDW45xvN6hoFJRWpCp24nVemKYJrXRrxgkl+NWrVyzLwvObZ6RS0bbjPN2jFSzLzNV+ZF6DfMZ1Q9JBikGOgy2mLKyRnE8Y55iXSK1i8Lp+/oIlZqbTCY0IqEJY20ORcVahR8du9Djn+ONXr/ji9VvmVOjHvfgriiDI1rCScmK/2zXqr+J4PLLGwDgIzyBME2FemUNgnldqY9ne3z9wc32QzEcjE57NN1JrkSZoy1u0pkNrD8Y0damWB7mNe1NOGC0CsJwiKUbm88Qvfv5z3r17w49/9GN+/OOfigJUS+PRWUtF7kVtjFRpzf4Nfzo+8JvXB7MQPPZKnujum0RXq4qzmmGQkMfbh5PEZOdERpRofrfD+BGbb/nBxyMffzSy3/d4L7P7zlpSKRhjJWmmHzhcOR4eHoTOUwwpTCQib+9n/uTLM6/eH5lioCpRaWnnRLoaMuSAdT2d0xAjVoGxklOndQsJ1ZqoIBaIuZJbVJHS6tLI2foFMvCT1ysPbL70SLZgVBEnNuT5xSiUsF2HuVCeE8uyMk09cdcx2KYGRIg5xuimF3AIrUvOszVt0JHcHG4KsFQskkLsUMo0jLto4mMOFw6j1ob9/gpnLSlEpmniFz//Bcs889knn2Gd4+F4IlU4nU5YozlNE4e9Y5qPGCtEIYOiJCEHW23bQqBYQwt1XSNaG27v7/B9j3OOX/zyS6y2WDdIsKjX7AaPQgJLtNUsIXA7LfzeH/8Jd6cZN16zbJAZ29F5T997EV0ZmZhsOgiF2KJzERfi/vqKXhfWeeH+7o7Rv6TvPMu6cugPoAV5rwBrPRXRXVRElJVqQVV5PdZ6mQ4VxPVpGnsgR5Y1UnPm4f6OX/zxH7POE599+hkfffQJrhtw/SDmJC33wfa5SXZmxgDo2kRQfw6OBhdJvmyCl+tyNNgkZUozL4GckNm2FvdZSYnpfKJOM9au/OQHP+EwdtQcKXk7dxc652R0GKPkzjtH1zmWeZHzmLIcT4Gf/8lrfvX5e+4eFqwb6bqe+2lGK4fW7RyWC6nI/FpXg81Gbjq2LrCmkKS/kOul4ai0auMiTU4y291i0nNTIhoj5buiaRKat1+yAR5hrZIPUHHZtOwGhSr6kncYw4AeO4w24nVo3eNShOYMSGVg2nucIrlNDmQRNpQi2YfGyrw7RjEiGSOCKuccXW8JIaC1ZllXptOZt2/e8HB84Cc//jF97wkhM+TC29t7gb5UhOZkLJ2zWN3ITlmOPSjhJsbWdAwxisbJaLxVLCHw4qOPef32LefpzH5/hXca4z1XB8vY+cto1hjHEiqv3t0xLYmuH4U0VGG/G1nnQCkR03ouvuvwXc/Dw4nXb9+xLIGSRHq9Pwwc+gPWSN7Dlu7c9x2ULNOsGNkNe4pkr7SHcFOixqYLqWBl9GmaYlDcq22UXCEsC69eveLh9pZxHPnk44+5eXZD1w8tpEeOudY6whoQL4nBWCOy6CYIk/e68H3XB7EQWGPQLYii7YUAlzGIbX7skDJhTYAmxETWlZxbU63IBPb6yvCzHz7H6yxCmSI3QsoZZQxhnVBKyWIQJBwyp8rpvJAyvHo388VXD9zeBWKUJk4tiarEK56NAEzP4YwpTtqYrauuiizAtA8yl4KxHSFVQsoCozAab500gx5bIBQFqea2KyOlXsrkKCV7yVJNCORSRqLrGhiHTsQiTmbO1nhKUeSimOdAvR5EWvREpFhraxbW+mifJoOS86nThpQzMUlCsmrNSJp2oKlo8L6X38sVoy3zPDNNE2/evOX4cOK3f+cvcHV14Hw6Uap8bn034FyHCqnpOQJjP3CeE9Mi3MftKBNTYl2lD7CGRDUK13mm4wnf9VjveTgeH8/mzmB1wWtQWbIMljnQ+R0P08Krtw+4bo8xnnfv7tjtRmpKeCMLQFHy2RptmM4Tt7e39ONINxyYTmfmeWJdV44Plf4wkJIYg6wRJuTmhbi/u2OZVl6++AjXejjWm+bb0O3H1mBtgau2JUhThMf4+s077u7uGceRH3z2GdYarm+u8Z2Xz8k4cnnU18heKdJyidR6RM1JGtafg4rAaMPgHdOykja9u1LN4NIcdKWwhCChkUqkoZKas41owOjKy2c7fvByz2DBajEDRSLGegzQ7wbxgacsqb8FUoKHh5n39xO/+/tf8cvP7ziek1QD444lNXlqiz8DcQ5WpYgxY4zDoKmxUHVha/hutuUQJon4UvKA933HdDpfBFO0H3MVbznNS6FUYZOeGCM7dd95vDPEuqC2sZ9zl7mDMbqJsDQlc5l0mCeUJIGCIEYkZVG1kGozHFUZWcl0QOOcx1qP9x1Ky7m8VvlvpZElSPFlWVmWlfe3dyht+MnPfiq9AvVYZvteMSqDadp5EXRVOt/R+w5VJyiZWrLguYEcI6WKjj+VCimTcuZHP/4Jp/MkSVbaoGrB6MrgNb1THEbJm7ifTqzZsKTK29t7+vGasASu9nusVtQcubm5QVuhG8VcWJaFh+OZisSJr+tCLkVArGSmJdB//ALXeVKtLGvgauxRVDprYbcjhcLt23ccuyPjfocLK75xCuVBLs2UJWEt03nh9HAv1UlVPL95zrOf/oRlWXDesz/spXJo9GXVKrxcaxMYyY6vlaJ1H5vcGlR5xNF/1/VBLAQAh91OSuPYsN/QDCClqbfk7KStJoTWXGrnZuoG6yh8/HzHYTTNhWfouh1ryHTdiFJFFoCqMMZjtMRR16rIdPzD3/1dPv/qyPlccH5gf7jCuIHzu7fkVKUbruWGVMaxBNnlJFbNCl2mzYuVlfGNbiu27KAG6yXwM215DDz1GQjijDaSNEZRnYh2alVopRs/IZNTwbazQ81ZqM3NtuudEViFc4DEfsk4L7VRoHACrJM48RIDRRvxPlxOYRprNL7v8b4DRB2ZCi0jwYpwKWXmWbr69w9HfNdzdXVF13V471mXhVwVvh9RJhKSNLOU0g0EK6Ph0XeMXc+8rtAeblPhHFaZGiB6iGVd2e137MYdX335VWMRaqxRdN5gbWU/9ox9cwtqxe39kaQsLz/6iIeHCasUu7HnfD5KlkBnCVnO5xRYQpARcmmekNbwK6UypYAbLPOS4LCj64dmNY7EdWp9LDleOOMoCqZpwsXIeZokWRmNMV4waEXi453VXB32PHv2HK0sy7QSQuD65gbfd23q04hVVfwGjzTVVqTBJX1L182cts15/hwcDWqtDH1PKZXb4+mC8io1N1FGa6A0oEahNOELj4GhSo4V+7Gj93ITb6q+LYrMGEUIiSVmWTyqhH58/uWX/Kf/4Pd48+7IMO4xg2eKmhjh9u4979++x/gO1RmpQJRBackO0ErKdqPkhlaN6EMr8WV3lx+t1jjnSCVf3IWbnUdpdZEOa5ruwSpAjE1agbXSVTba4I1GX7T9oG0LLLEaRZIpgN0SjWkqSHm/dOtWV5B4sAYX0S0RqJLJNWGda5MEkbnKDpNlJGYN6yoBnkZbHo5HSq28fPaMru9l0ciVNWSUFqpTRSTRXe/Id4W+bw65WvHWsht65nkmhYh3tsknC1f7PQ/npekyNB+9fMnrr94So3wvBjjsBqxRKFXoOov3ltP5SIiRKSRu79/xgx/8kByS4OXTyoubPePQY7wlLwGDIi0J6yyj2WFzx/F0JufEBpPrxxGt4TjNVP2cDIQUeXd7QuXIzbNn+HEHZEqVT3ToB8bdSDfs2FQxVcn7abxkShoqKQWWNQAJ3/fsdnvJq7SamEWRavUm9JJqLzcEukwcSjtyCklra1JuitXvuz6IhYBa8dbBqHmYZmrKl61SpgmCvS6AVTKaSalcGjEFib/yW4NNiTVYF4VBkNDaaHmjw0KqsiDEJfEHf/hLfvf3fon2e37627/J7e1EmTNEyQa8f7gnp4xxuo3dTIvo9oQgsecyCm9QSSsfQmiqw5ILOUe80+jGyp/XJA/ipZEkEwOjVJseSDlnm66/1NTK1IBS0HUDpnas54msFHpoqkBEo26cas9QO3sqRamyo5jSRhFIpZKSIMCUNihapPvmgVfNJ9HUKhITX/BGUoaOpxPWe6bzxOk88fLFx4zDKO+9koYqCvq+xzvHPE/iznOWkoMkLCmDQFKlB+M7qWJUEympCqqKgWZdVm6ePWMcBl59/oq4CDDVWYUqUrH5XtN1XUtchlQU0xrkNdTCbuy4f3jg+bPngHAWYsqElDhOq/hGYiCWemEuWmNw1tP1AzFH8npmCYG37295fuiwRbO3Fae5OAqdNVCLLDpVsGTLGumHEeM8tP5ALJkQAjmueG/Z7a7Y7a/aZy+bWaFVaJomVYaSK7mKq9NoaTTWuulQ1OW5QurJX/sIfhALQSkFbyTNpes8S4xNdSU3bW31asoVa5uMUlVUlUogU6lNSz0vgdv5zGkp9GXABoWst4olrqxJzrFvv3rL3e09w+6av/rX/jJvHs68vT0zh4l5BqX2vHn7nvf3E9o6hmEkJRnzpVggq0s+XikFbUE5g3EGlCFOAds6u4pM7w3aOxKVHDd2YfuQEY2AMgAyu1dK/n5tDakUUpDFIMTAkDz7YYdOpZV8LZW4jR6NepyUaCpxXRHpr0xYqoKcwXgrAJEq6T0CTZFAF2Mt2okVuGDQxgtxOGdUCDIlMJYQE/fHBz7+9FOcthjjKUXEWlVFrHd4K1MLrSSMxSjI6wIlywPmO5ReGTvN2QmOXGnV/AaKsKzsx4FpDTy73nF+uCMsCyUrul3PftezTPdkq0lNKhyy4jhH3rx74PbhzH63Y54nrq53lCoTgiVkSnQc55WHeWJeE6dlZVojISZQCmfEbRnCyrQsrDGg0kr2itFr1vgRfu8Yemn0LUsgV0W3N20qNWCcRxupBHNOIhBDUpm1sQzdgLs60PdeQlFV40g0EZJUm+aivsxZNj9Vt9FgA9/VSzAdKNFfiKX8SQLYd1wfxkJQC0uOlFK4GkfWZWWOgsWuKEE9V1kIlmXFGsW4G9BK8Fghr6Ss8EBKhRBgXjOlrJBXJH468/rdW969f0/FsB93/PSnz8F4vnxzx3kKrKGQykCu8OVXd3z11R3OWV6+fEnX7bh/EC5eaVFeRiuq1aSQZM7eMFQ5V5YQOXQj67qIks85bNcxRxkllrbSb5/Qpi2oWYJPNzfiNqZag+QgGCCGFdX39L0kNXedE0usqnTe4W2zv24NiIo0lKikWqlR4r5VFosxTdSUcyFl4RBY51uMuugHBHCSmpZd+ADrGri7u+P58+fiZWATLAFKHHwaLdkJtTQAqmjxhcoT0RqGweCrAztwXleWVXIPtXN0viPOC9pIRmDnPZ+/+ZJCxXkvG8c8U2tt8FWRhN8/nHj79o5XX70lK8vhIPeKd57duCPEjLWe+4cTp3lmiZE1ZqZpQVmP1nI8yzFTc2GZF3IVdoEzijXBw2ni7dt3PO9fsPMDblNvto9VBFkN+GoNne1lo9DyPZoWMmutAS1y+kJB2a1Z3EbCzehFLe01XoiX7cfHD/pxONDYhpsR7Nc8gx/GQgA8zGcs0gndDz25ZtZcSUmxdbCUUsScWtmqGDqDKs26mxOlVqYpMq+KZa3M04n5vJBiJEZp/Lx8+Qn73RU5J7786jXvHybW7HmY4M3bwOt3kVdfHbl/WHC+Y3+1A2A6C/xUQJNihtnEPtuHVVCkWglJeP6lVGKIeGPp+4FiLHNYRS6sN/ORvAdayZFi04RLCIlAQ7XReOcpcRHlWUys64LXmhhXXKy4fmjvZIEiCLPtaNV7T4yBEFZRLVqL9w6FosQk48tS5D2qVVSEvhMdQfsGN7CKtTKByBlOpyMff/yxnHGNRRXajSqTB985ShEDktWafui4v7/HWstut+P+OKFNxXWKTluWWDnsepY5oZTDaEVYpREZ15VPXr7k7v0tMUW6vsPZjniZ6MgCY4xlWQLaGB4eFnIxuEYQTilz+/5W3JDnI0uoaNuTc0VrybS0pqMqcwG1hBTFKaaqCHaMJebElAv2tPD29o4fvTyQr0Z0FWeo0ZplWagVut4+RrzVBFkmC1LxCTmipASqogwUJSQsVbdjkRJXZhXLcy21pWtJ7sR2xCstmLzk2sbZ8p60feDXXh/EQlCB4zzRa0NnDH3vmIOW8lk/Bn2UImYfSmFegxiG0PjO0A0dvTbkanj15szzzjN28mvjNL6z7PZ7cikSDnn/QCyGOTpuj5Vfvjry5v3M+4dAiIr94TnOW3znePPmDcY4dvsrIRTXQkZGdCkH+f6MpigIuXJeAzT2gDWG3vf0w8hxWRu+rCn3pOT52g6i9OOYzzvfjDyNxhsTOaZL8rDvPEtSl9m7bYCTnJMAONv7ppokeV5m2WWdFdz4doeUSkySOqStw7oelIy2clGXjrQQdyWz4P37W66uJEUohNhIz9tuJU1BrTWqiMnLWvEmWGfY7/cYY3Hey1jOGLresVtXwlqYvGUNGYOhc4a0io/jxc01f/SLX2C0vvRErBURV1yC9HK05XSaKVXxcFqoymJcTypSWOZcOT6cUFXk6ClntNIsp4mwBoyXP0sRsVUxmZDiZWqRiqJUCSktKI7Twtvbe57tejpnOOzdRdd/0QiwGd/UxYOwnQlVm/0XxAeipAHQMiiFYaFKQ7DVx7xLWYw3InJ99BOoKmIspahFPfma3399EAsBwBqCmDAw7HvHbuxJD2eyKqItaDehc54UA7WoJkCSG945Tdd51lz4/Ks7nnd7PnlxxdB1jIOnUnj3/pZ5XpjnlUzHcam8fcj88a/uefXmzJoUqSq6caQWjW2y0WkJXF2NUh4jAaupCDwyldq66BZlKnMMgufuenTLQBh7IdLUVr1cJgNPFgGDjA7Fxy6xaCIOqRc5sVYamvCkNqWid8KuFyXio4sPKtrIA1jbw5hzwXh5v2vOl+yFnDMpC2PP2E44gy3XoTah1KbI9L7ndDoxjnvGcd8amJJpcDqeGHpBg5UiRxFrDUU5UdQVmfr0vWcYRB4cQ6FkTedGnt8Y0vqOc2eFN6CkJzQoj3YdNQW8FcR4rVJ9WC3vmXJOKkWtOR1nMV+tlVIdIVdiVdRQeHP7imeHPfv9gd54vnp7y+nhhNaSeVDQlJDQpQKS2eCsRVkJs11DvISqlmrIVTOvkff3D4xONildC7uua6CbiDEObR4FRRJhLiM+iJdGrWpkqBwDKNGVKG0vHpD/b3tnEmtbet313/qavfdpbv+6squcioml4AEEFIEjGKBISCZCjDIgQiIDS0wYJFIkFCsSEsNMCCAhBBKICQKEQCLyJApOpjg0McFgmZTjcuzyS73uNqfZzdcxWN8579lyVWwj170lzpKO7jn7nHq1TrPXXs3//187/ckdKEz7SYpn0X55lTcXKHW/BOWlrsH72d0IBAVCSFB05OKC4/jomGkYKWmsJ5yOoXR9FrWZAiJO13ynSN8nriTx7MrTPzhis9VNPy9ePGcatY5cLI4pZs7NauKb7254fDnwrecrJgzLsyM2mzVxGpjPjkk50I89rlGCCNYxjiMhFozzTFOgVIVfYx1ZIn2va7q7TiG5bdUCGEJ42RSsWAFT+wSGOhYqug5tFwhMAbG2Ii0VZRlTQmr5YK2rBBXtI3jq8pIq+aUwg7q2LWtAdUkVgGKI+/pRTUeievlXDX7jfL2yFKzxhJLQFQNGV4kV0CUc7DEB7GfXdccimZwiJWnq2nWdYgEWC4yxenKNGUPDcubZzrdcnBZWq15HoEb3Mjpv2a6vab1j3PbaUCuZHIOqMbUt/dDXrNGzWq01szENru3ox4mnjx9zcTwnZ+oSW4szICXTNQ1jzAxRN1opuMtVpnUhDL0StNDwaCvZp6C7FUIqRKuN1h39XLUbd4tyEzZFEENCdm0v0pRAIjiDWFGR1AoGon43hUzJBrFK9NoFgh2RKNcmpLWm4h12J5Ygpuxh0O9ndyMQgMpPG0ghYfqBrp1xcnxMzpdkhPUQyGjtuYO77r4kMVbloa2mzEMfubnasLp8gnMTx8cdF/cuMDiGsfD1d655/PSG677w5MWGKRbczDNMW72aWYtxwrvvvtBU3SnkVqGuE+M00Nk52rstiNMPfJoi237CSL1CCzStbhwep2lfq3ljdcRWjxij6j8pjEgudAtd013qAhWyUlwb76s+v+5I8N4Tw0AKUfcM5oiVTDtr8NYwn81oW4UBr1Y3tHNdhBlCeLk+jh2UW3De0ba6nVfVh9DUVOd8rDYbwjixWCzxvmUYhlpfC43z+IWj1NXorq7w2vFBxmlXImhwOT87YdY0DNuJoU+UbJjPW06OlpQsnJ8uudlsabzDGVOJT4YWy6JTBmQMKlFurQbRXBQVeHwyI2MZxolmOWO72bLaXHJ8uuTs/JSmFMI04Rplbp6eHGtA6re4psM0Hmc9qZ7AU0VTNo3HZSGGSOsshsA0DaxWa+YSOXlwjrMOxWQoqMs61cEwVs98I1a3RGXtIRlMVRpWNmmuAqspR1UtLipuI7Y2kKOyFlT1Ku83dmv6X76tZNhR3Xe09/ezOxEIZP9Xa9dxSgxj5HS5ZLkMjCGQREUpdvhpEWidYTnrKDHhTEtjMiVMjH1ktmj42GsPEEZs68lmxttf/yOePL1hOzrWk+Pp80tSguP5gijQzeZMY+Sq3/LseqtU1darRJopxBwIYcQaEBJxGrTx5g2lJOIUkCx08xYjhdnM4ZwuuIhJ5/PG1s562WkX7jTstLNunMF50ZOopuVk9N/1LaSkoz4pxBKBjMFgS9njAKwIy/mco+MjnG+ZUqFzhrbRXQFR2U/sFIi993jf4KvGnkpoKW6iAOIMV+sbpjTSzTpl6Zl6pUKnVzkpQk5/bwWK7g8skinFIcZTyPjGIQLnp0fcPznma5ePGfqBfhg4k45u1jKbImenR4QUmIBiPcOUcMaQgNPTE9arLY2xdDOHcRoYZBA2255ucYptWhgSIQZuVitCmpgtTig2E6ZICRMPT04YQ6ZpMjfrjWZxBkJQxKgYq/jzXJt1RTUSnNWywTthPmuJSWHPMaiysHeNkspKwuSAK56qPEJJRfUb0P5AImvmlzKkoCQ26yoBZTcSTCpKg4GiGhc7PgtVfg6qWrU2CrSxaarf30PL8E4Egt1VKaNpzxQSVzdrFrMFR8dHhMsXtI1lnLTZY41hOZ/TtQ1jP2j3G+3a95OQTcvJg3s8ev01pvWGt//wMW9/6wlPr3sub7b024mUhIcPP4JvO5WwHkdSEd697rnZDPRTRMQRQsZbg/ct06TR1xhLnIIuu5h3OOMYx4EQJpwT5p1XiLNXMoyu/1bcALW23X0ttuom5ooA895VVp7urktRU82UUu3Y20oyERDdZ+iMbjEygBPVypt1jS5AoewXb4ZpolhXGWq6+ts3LU3X7f/tnRBJrrRZ3zT0g05eYgw0iyOdCuRdU9Bq17t+h74Sb3JdTlJIr6xER2nTzpFi5tFrD3nnW8/o+55xmphCYjZfkrOw7UdWfUsaJrIUutYzoBluM28pKVUO/ohvPKHKjY9T1PR+3lGGgTGMxBS4d3aOSUIMmWGzZmEd3azjnnM8efaC+bxjTJH1EAgxKXzcKKjHNy3DNDIF1XiUrM29eVsp2l4xF5thy/GyBVMXkFhXS7Og/Aore/FYJavtan39TeWizdacKncgaQah5YX2YSiqX1h2StG7sWFtPJWsHJq8+++N3Y8w38/uRCBQ24Pc97Jbzy6veHDvmNmsI6xudAoQEyfHRyznR/TbAZxniolxivRxZGYyN9vIW19/wrCZePLOY66ve17cjFxeD4gYHj065/7Dh2zHxLMXNwxTYpoyT15ccTPCGARUvoScoJ11CIb1dgOiH+p2M+C9Y9a2xCnQDxMhJtrWK8y10QZlyqny9XVKkCovet8kNBapc34righMMdD6bt+B3zd/itSrcK4peFS+AfoDEOoWY9EmWskRY8B5Vdf1dX7vvMf7FuebSoRRvTusrXp5UpecUmnAgaFXAZdUMlLLGs1mFLlIDQAGPdmtVbWhEDStbtuuEni2eN+Qky4rPTs75umzS9abgWHM+KZltphzehZYbdeMcSKJkBB8Y2ldA1Zwx3OmYWCKAecbUtUFHMbENgTsfE40hSlNWCN0tiFNkU3qSTFytlyw3a4oqVBSxFT1pTEEQtYeUEHY9j3DOOnY1VZuQEp0bYs4hWq7riNbSxYYJgWttdnSmZZSMiFO+hlnVbkysssKpf41WtrWDEsBmSozBuz3JVaGgWpM1g3RpWhTF4tyZoouUKUGmpxVuOxDFAhKJZB4YlBMwM16q4zCi2PmoWMaB7p5x9HRnBQm0tjrTH2KhFywBpquI0TDH3z1im987Qnb7Q0xFzrrefMj93j90QPcvOEbjzVDWA2F7Vh0M+8kYBqszVpXlYLzhqbtVOYsqrDJMGptfHZ6hHMt621PSHoF8L7RGtlroykHTdeKEeIYGEYdIe5qRs0G9Iqpu/2Ugit1/4F1NYWvMDHVuzMVqac/DGuFUmogKIXGgneC9+Zl99gI1jWIUUah915T36pNKGIwtVmoK9S1MTuFgCA0OwHUmlEYY7Apv1Tc3Y2uctor9hrRNWS5Tjh0iWdDKT2z2YycCg8f3ePpixc8f3HN/Qf36JYd3jraxnN+dsJ26BlSVXT2Dc18SSqFaQqspi3zRbuf+edUCDEzTIHZXFecZxLeG/q+V4KVjRjRE34cR7puRj8NhKLrysaYSSias98O2oytOoOg7zUbw+LoCAhsxsiqD7QO5o1nKqowNIXINAWsVYq6TlcKnlIBcoZMeiUTVi7MDq9ADQS5wrxBSFkzyB22BLEV7FWzzLzbVrUrBGo5kst+BPxedncCgc6D6tIMxRDoIgrdoHv//IJ+c8Oi62i8493rK+Ko4Jyu8yy6Du8cC1eYQuDy+UTXRnznePONe3z0wUOObMvlk2c8X6+5Wg1cbyeer0a2I6RiEddhssKWQT/sxXxOTFHXX4kjhqQ7ELsO17bcbLcMISGuwRlTiTCKLe/7gWkMUCyuaRjHaS9eWpD91TQV3Wi7ox/vkWC7iC4aMKDKcInKfFtT12lLxluLRN3z9+DilNPjhZYHVkg5MYXEQsBYR9t2FExNV1UOXeoYaqc3kIpCt8UIYdR1ZWItzayD2mzLlQREbYxaa6DStE3RppYTvbqFqmPo6srxcRyRKjB6ce+c9XpkvZ04q83Jo+WSECP3Ls65XPUMEXy3wDUdYwhsb9bkEPFuqTJmk+IgYkpMw8CSY7wIASowKLHttUF4vGzp2hmz+ZJ+GsnG8eJqje2W4FturlYMY4Cc8d6yXM6RAiFM5Fw4Oj9nnCZWmw3Rg5TEyfIR4mbEXBjGzKwVQlSKkaS8752klPYycXoS11lLJQvlfRZolIdhCkWHy5otlFL5B7WBSAW51VNfYfm7C4c2WZE/nm1wJwKBCHjR5hNZVzoP44g1jhAjl5dXzP0FF6enmJK4urzCULg4O0KcIVlLoEI0w0iWyL2PXvAn/8RD7p95nBduNhPffP4u1+uJZ9fw9Hrgpg+sh4iYyrfPlTYsWpfP2hbvLJvtUElCqpqLMTTzGdtxZLPdYrwD6xVslAKSYLVWGqkRwZREqhp3zjkShlChxNOk2nzOGO2QW7svEcYY6pXU1xm+1pk5Koy1ZBU6KUl1GxvJnBwdc3F+yoP753Sdr6mp/rhCSvhGewE7BWLqGGrXpDJ1V0FKsXakdfFL1zaMsSo+V5ATIqqyVCW9rbN7cIsShmQ/RgOp9HE4OjpmzQ1TUYbpxz/+o/znL3yRJ0+fc3bviOaoZTlf6Hv3DUVe0MeCbZcUhM1GRWiNGFrXMA6RlKj8fgjDiEuFZduxXanoaD8FxmHgfLakdS2NaxmmUJfWCkk8z15ck62nDy9X1nVtQ4oTMQROjo7xTcdm6Nls18zalkJmMwRW65Fl42gWDav1iBT9bGZdR8np5ZQmZcQXshhE0redA6XIvuFqzK7RmqEG3LLDCZhd49DW+3YPPLOV4l1qQ313IdllB+9ldyIQWGOxkrXJESNta5k1jhBHiJlQEqurKy6Wj1h0c0ztuI8h0U+avsWUSSFgp5HmpOG1j5xxcb7Epi39zciLq4G3n9xw3cPVNaTc0E+RIo3yBLJmJBTBUPCtp+084zTUKG0Yg/6/2tlM12hVcInHEILW6yElrAjrrZYtItD4qjZUSsULFHKslNGs6jLOGjrvtI4XRSQmrGIV9iBBofWNblquwcI5i02WUhKzruXBvQuW847FvKNtHGOFIzvfaDOvaRBrdIW7qUrEdVOvwqS17ielurkn0s4UHON2J3+FuFqroic5pVrb5spFcMQQSTnuNzGBSnmHqH2Tpm01o1mvaFvDx37kDb76B1/jjY895GzZkUthsVgQkvaE3JjItuX6ZkMMQcujugZPsxLNcJx3tI1CqLvQEaa4z4icU1+9b7hZrRHXsB0zoRgeP71kNQaa2Zz5bMHQb5l1DW3rIUe6+Vz3NMyEYbvFijCNE4uuIYTMqh84GVtmVjC5EMeBfrNmsZizmM1oGi15sQXFJJqqcGz3orJKGd6hBSMFWxGGiqEpog1xCgqtNzp9yihd31ijBL3a8AUNzFIbku9ndyIQGCPMfMsw6HiQrHPaEjNWoLOWo1nHctbhncV5w3a721GnX3IqwjQEZqUg2bBebfn6HwZMVlXfx5drnm0Lm2gI2e1PImcUSGOLkOOkEtJW6GYtpej4KWbV6J9iUGGSlGojaWQ2n6sGXwoUa4hJKcbTXk1JmGLUkgfBuYYhDBU1poQfZ4XWGTpn8PISY/6yeUrlBSQarw09UEixKblOGCzzecfJ0RFd6+vJ0FCy4Tr0NFbHhNY7XWNm0Pm1aI2hAKK6kakmkgWq+q5SuXNUHQVFIupa78Z5rVHQ9HYcVQsSUQaARUhJCVMqx6XZ6hQmRDKnp6e8uFzz6NF9nj5/xjvf/BYXR3Nm1tC2XsVRnMF3c17c9MQ40bWeMGTauv9AJxw6e59iwAandX+t1WOu+xuN3mJKdI2nnyLPnl+zngrrIZCAzbZn5hvun58Tk/IYTk5OuL6+5uTkjM1mww612fiWnBLzxYJ+GrlarTibn6u6c4r0fWQ26/ZkK1sbsarZuCNwFQx1/XmpRCOp5CFJFJTTssvUFDOjNG1jayDYQclRBq+YUgO7kApQko6h38fku60f/6BNRFbAV27bj+/D7gHPbtuJ79E+TL7Cwd8fpv1IKeX+d3viTmQEwFdKKT952058ryYi//XD4u+HyVc4+Htb9scMFQ52sIP9/2CHQHCwgx3szgSCf3bbDnyf9mHy98PkKxz8vRW7E83Cgx3sYLdrdyUjONjBDnaLduuBQEQ+LSJfEZG3ROSXb9sfABH5FyLyRES+9MqxcxH5TRH5/fr3rB4XEflH1f/fE5E/+wH7+oaI/LaI/G8R+V8i8gt31V8R6UTkd0Tkf1Rf/149/qMi8oXq078VkaYeb+vjt+rzb35Qvn6H31ZEfldEPvdh8PcHsVsNBKIqi/8Y+CvAJ4GfE5FP3qZP1f4l8OnvOPbLwOdLKZ8APl8fg/r+iXr7W8A/+YB83FkEfqmU8kngU8Dfrp/hXfR3BH66lPKngZ8APi0inwJ+Ffi1UsqPAZfAZ+rrPwNc1uO/Vl93G/YLwJdfeXzX/f3+bY8Nv4Ub8FPAb7zy+LPAZ2/Tp1d8eRP40iuPvwK8Vu+/hmIfAP4p8HPf7XW35Pd/BP7yXfcXmAP/HfjzKCDHfedvAvgN4KfqfVdfJx+wn6+jgfSngc+h7PE76+8Pervt0uCjwDdeefzNeuwu2sNSyuN6/4+Ah/X+nXkPNRX9M8AXuKP+1jT7i8AT4DeBrwJXpVQ97m/3Z+9rff4auPigfK32D4C/w0uw/gV3298fyG47EHworWjIv1PjFhFZAv8e+MVSys2rz90lf0spqZTyE+iV9s8BP367Hr23ichfBZ6UUv7bbfvyw7bbDgTvAG+88vj1euwu2rsi8hpA/fukHr/19yAiHg0C/6qU8h/q4TvrL0Ap5Qr4bTS1PhWRHdz9VX/2vtbnT4DnH6CbfwH4ayLyNvBv0PLgH95hf39gu+1A8F+AT9QubAP8deDXb9mn97JfB36+3v95tBbfHf+btRv/KeD6lZT8h26iGlT/HPhyKeXv32V/ReS+iJzW+zO0l/FlNCD87Hv4unsPPwv8Vs1uPhArpXy2lPJ6KeVN9Lf5W6WUv3FX/f1/sttuUgA/A/wftFb8ldv2p/r0r4HHQEBrwM+gtd7ngd8H/hNwXl8r6OTjq8D/BH7yA/b1L6Jp/+8BX6y3n7mL/gJ/Cvjd6uuXgL9bj38c+B3gLeDfAW093tXHb9XnP36Lv4m/BHzuw+Lv93s7IAsPdrCD3XppcLCDHewO2CEQHOxgBzsEgoMd7GCHQHCwgx2MQyA42MEOxiEQHOxgB+MQCA52sINxCAQHO9jBgP8L0KTaHwYOtfcAAAAASUVORK5CYII=\n" + }, + "metadata": { + "needs_background": "light" + } + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "WARNING:tensorflow:5 out of the last 40 calls to .predict_function at 0x000001AC8A612790> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details.\n", + "DeepFace result: {'verified': False, 'distance': 0.25182265043258667, 'max_threshold_to_verify': 0.23, 'model': 'DeepFace', 'similarity_metric': 'cosine'}\n", + "WARNING:tensorflow:5 out of the last 41 calls to .predict_function at 0x000001AC92C8E160> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details.\n", + "Facenet result: {'verified': True, 'distance': 0.3092960715293884, 'max_threshold_to_verify': 0.4, 'model': 'Facenet', 'similarity_metric': 'cosine'}\n", + "WARNING:tensorflow:5 out of the last 41 calls to .predict_function at 0x000001AC9938AA60> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details.\n", + "VGG-Face result: {'verified': True, 'distance': 0.258463978767395, 'max_threshold_to_verify': 0.4, 'model': 'VGG-Face', 'similarity_metric': 'cosine'}\n" + ] + } + ], + "source": [ + "verify(\"angelinajolie2.jpg\", \"angelinajolie4.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "metadata": {}, + "outputs": [], + "source": [ + "def find(img_path):\n", + " # read images\n", + " img = cv2.imread('images/' + img_path)\n", + "\n", + " # plot images\n", + " img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)\n", + " plt.imshow(img)\n", + " plt.show()\n", + " \n", + " # Loop models and print results\n", + " models = [\"DeepFace\", \"Facenet\", \"VGG-Face\"]\n", + " for model in models:\n", + " result = DeepFace.find('images/' + img_path, db_path = \"images\", model_name = model, distance_metric = 'cosine')\n", + " print (model + ' result: ', result)" + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "metadata": {}, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "Analyzing: 0%| | 0/1 [00:00.predict_function at 0x000001ACBE3F8DC0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details.\n", + "Analyzing: 100%|██████████| 1/1 [00:08<00:00, 8.73s/it]\n", + "find function lasts 14.598629474639893 seconds\n", + "Facenet result: identity Facenet_cosine\n", + "0 images/dicaprio.jpg 1.192093e-07\n", + "1 images/dicaprio_gatsby.jpg 8.927518e-02\n", + "2 images/dicaprio_wallstreet3.jpg 2.720783e-01\n", + "3 images/dicaprio_revenant3.jpg 3.045540e-01\n", + "4 images/dicaprio_revenant.jpg 3.287782e-01\n", + "Analyzing: 0%| | 0/1 [00:00.predict_function at 0x000001AC90E1A040> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details.\n", + "Analyzing: 100%|██████████| 1/1 [00:05<00:00, 5.08s/it]find function lasts 13.326448678970337 seconds\n", + "VGG-Face result: identity VGG-Face_cosine\n", + "0 images/dicaprio.jpg 1.192093e-07\n", + "1 images/dicaprio_gatsby.jpg 1.256824e-01\n", + "2 images/dicaprio_revenant3.jpg 2.505873e-01\n", + "3 images/dicaprio_wallstreet3.jpg 2.513701e-01\n", + "4 images/dicaprio_wallstreet2.jpg 3.315828e-01\n", + "5 images/bradpitt3.jpg 3.345497e-01\n", + "6 images/bradpitt4.jpg 3.700975e-01\n", + "7 images/bradpitt.jpg 3.748801e-01\n", + "8 images/dicaprio_revenant.jpg 3.772427e-01\n", + "\n" + ] + } + ], + "source": [ + "find(\"dicaprio.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ] +} \ No newline at end of file