{ "cells": [ { "cell_type": "markdown", "id": "e35c39d1", "metadata": {}, "source": [ "# Basic Usage\n", "\n", "You can use ``fast_hdbscan`` as a drop in replacement for ``hdbscan`` for any basic usage of ``hdbscan`` on data with Euclidean distances. That is, ``fast_hdbscan`` uses the exact same interface as ``hdbscan`` and a subset of the parameters -- so whenever you are using ``hdbscan`` with the only parameters that ``fast_hdbscan`` supports then you can simply swap them. Let's load libraries and grab some data to demonstrate:" ] }, { "cell_type": "code", "execution_count": 1, "id": "44c44cc1", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.\n" ] } ], "source": [ "import numpy as np\n", "import fast_hdbscan\n", "\n", "import requests\n", "from io import BytesIO\n", "import seaborn as sns\n", "\n", "sns.set(rc={\"figure.figsize\":(8,8)})\n", "data_request = requests.get(\n", " \"https://github.com/scikit-learn-contrib/hdbscan/blob/master/notebooks/clusterable_data.npy?raw=true\"\n", ")\n", "data = np.load(BytesIO(data_request.content))" ] }, { "cell_type": "markdown", "id": "76d01676", "metadata": {}, "source": [ "Before we do any clustering lets plot the data so we can see what we are trying to cluster:" ] }, { "cell_type": "code", "execution_count": 2, "id": "8b536106", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.scatterplot(x=data.T[0], y=data.T[1], alpha=0.5)" ] }, { "cell_type": "markdown", "id": "d3e9f718", "metadata": {}, "source": [ "To use ``fast_hdbscan`` you can apply it exactly as you would ``hdbscan``. In this case, following the approach taken by ``hdbscan`` in its documentation, we'll use a ``min_cluster_size`` of 15 and call ``fit_predict`` on the data we wish to cluster." ] }, { "cell_type": "code", "execution_count": 3, "id": "7e349629", "metadata": {}, "outputs": [], "source": [ "cluster_labels = fast_hdbscan.HDBSCAN(min_cluster_size=15).fit_predict(data)" ] }, { "cell_type": "markdown", "id": "5f712382", "metadata": {}, "source": [ "We can then plot the results to see what we are, in fact, performing a standard HDBSCAN clustering -- just with full multicore support." ] }, { "cell_type": "code", "execution_count": 4, "id": "bbfc57ff", "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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7/61RBfDhhQI/PD7HqeU6Px/P8aPjc8zeSjC7RWyxNb2SJF2HogAK7MhG+I1HBxlKhlCU7q5ELXNkJWkLKLZcfnxikYFEgH19UX58YoGxbIQnhuNot5jTN5oMkuuJ8MVtSVxf8NlUkaHE/U8tUIA9vREmlmu8c2YRaB+k0+GtfXg7m6uDArvTIU4u1gmYKqOJ4P3eLEmS7iNrpRY1CliqyosrLclvtxZ3J9naR3pJ2iJMVSFkapycK3N6voIvBGFTv63V1TFL58WdmdUr97W370TV8QnpCqqiUHU8Qrp2x6u9EwGdVMRkrtgAYDgZwtrCbawrtseH5/O0XJe53hin58uEAwZ9D/cT7OJcuM3G9gRl2yUTNGh5PlXbkw0upA23Nh82qHf/8aD7X4EkSTcVMjSe2N5uEe0LQTYaYF9v+LZLZ91tI4JLSi2XH52Y57OZMvmmyw+OLXBkrox/B1Pgl1IL5ooNBpMhLF3j3bOLzFRad7GF3S1qary2vwdFUTg1X0bXVF7b1yOD2A7i+oL3LxT4wdF5Ziot3hnP8w/H58k1nPu9aZLUVeSIrCRtAYWmy5un2tPuYUtnqdLkwwsFntqWvG+1AwXw2WSBozNFnLtoa6wA+/tjKKrCkyMJCk2Xc0s1esLmum1r9xHkajb+Sk605/sUGg4ZOdrXMXRVYTAZ4NximR8cnQNgNBMhYnbGAkpJ6hby8lzqGo4vyDfboxW2Lyi23Pu8RZ3DF9BY6bbiCUHzc51XgoZKOmLy9I403354gIFEkEzE4n7NKsUtnSdH0xSbLo4nyEQtMlHrjlMLsiGD50bbJWT6wiZf2p7s6pyvu1VxfD6bKhIwdV7a24OhaXx2sUBddkvqKNsSQVLhy3nm+/ujXV0GSZLuBzkiK3WFSy1FJ5ZrvLa/lxNzZeZKTb56oI9UYGt/jD0hODRXZqbQ4KXdWY7Pl8nVbL68M7Oa/xTQVF7alcFQFRQUXt2TxdJWlq/egO0LDBUUFGxfYKrc9DG3otBy+d+fTDG+VGVnT4QzSzXydYev7e9lIHpnC8jWK+1hM4gaGq/v60VRIBM0iB7QMTSV0CbIh9ssXCF493yO5WqLTMQiX2vx05OLfP3BPjlyLkm3YWtHAFLX0FXIRi1OzZf5/uFZAEbSIUKGPDH7QlC3PeZKDf7q0DRNxycdtnA/VxfQXLP46VZGfVq+zy/G8/RELXZlI7x9bpltqRB7syHuNlQ0FIWhZJDeRJC4pVNpuvTFA2TC8gS+XrKhy+9l75ZOs9h4pZZLyxP0hIzVHNebLdrSFYUdKy2Rn9uR5mKxwWyxSdySp+WtTiA4uVQnHTLoCZkcX6zSF7Pu6AKn5fl8Ol3igb4ouqZyaKbEQ/2xTZXCIr8xUpdQGEuHODFnsbyyiOfhwQQBOQ2Hoap8cSTBbLFBsW6jAC/szhC9ywNV3fZZqDQZX6pyfLZMuelgau39cLfXDxFT4yv7evnwQo6pfIOHBmOMpUKYWzgdQOpODdfnJycXaTgez+/K8P75HAj45kP9RG7SLW40EWQkHkBTFHalQuxIBNHkd2DLW667fDC+jK6q7OqNcGymRG8swNcP9KLfZgvkyWKTYzMlZooNAobG3Mr/Hx2IbdDW33syCpC6gusLfnE+z3KlRTJkoijwxskFucIX8HzBoZkSxbqNrikI4IPzOeqOd1fPmwzovLy3F4By0yEVtvjSjvS65J4K4NBMial8gx3ZCA3b5xfnlpmWTQykLhPUFR4cjNNyPX5yYoFq0+XBwTjhW7zaW1vHWQaxEqzk/O/K0HI9js2UiAR0XtiVuUEQK7jUqlAgrmiAMpYK8vBwgkLNZq7YYGdPhAf7ohv/Iu4hOSIrdQVdVRhOBnE8nxd2ppnIN5gtNIhYm2d65G74AtJhi1f29nBktkShbnO3y3qans/ByQLQ7gaTr7U4vVjjgb7bL9v1eQrwyGCckKnx6GCccsvjfK5GfxdOgS/WHbIhHQVYqrtkQ/KwurUo9EQtDE3Fdn10VaEvFrjr74i0dfmiPSN2ieMKWq4P11w+IDi1VMcXgv09EY7N17AMhd3pdgpY0xMsVy8PEORqNg3Hw9hEKSxyRFbqGjtTIV7amcFSVfZmQjw3lt7SRe8v0VSFJ4bjvL6/h7il8dS2JK/szt50WvNmWq5PqeGysyfCrz4ySCSgU2zYeOu08D0Z0HlyOI6hKqSDOk8MxbpuROp8oc7fHZnl2HyVU0t1/vbwLKeWG/d7s6R7qOH6vHFyAdv1GctG8ITgxycWqDqbr0JEvuGsVr5YbjhXVUeR1ke+6fDpxTzxYLvSjON5fHQhj3uNOts1x+fTyQLvnVvmp2eX+eD8Mp9eLFJ32/edKTeZKdTZ3RvlCyNJCjWb8dzmOkZtnpBc2hIu1zxV7jpPczPRFGU1cDVUBUO9+5HquKXz1f09BAwNU1X42oE+woa2znVnu7vWQCJgEDQ1PjifAyBoaqRDcsHaVhLUVR7blqRh+zzQF2FwpQ1wxOi+z/ONFFsuPzy+QCJs8shQnDdPLtKXCPDizsyWLnW3ETJBg1f29hIP6iQsnYilkw4Z10wtCBsar+/v5e+OzHJ+qYqpq7y+v3e1QslYMoRxoJfBaABNgWzUZCgauNcvaUPJQFaSpOuKrZl+Smyiqaj1kgrq7OuP8fFEHoA9vTEyWyyQFQiOL9TIRkyyYZNj8xUG40HSwa3zedmZCiEQKLBS1QO68cLsRsKGxlAqyOn5CjOFOooC21J3v/BTurZticvB5mgyeN37CQRzpdZqUxnH9ZkvN0kFwoCCqsD2+OXHr729WciPoCRJ0h06l2/yyUSegKERNnUOTRU4uVS735t1Ty3VHT48n+PHxxd4/0KeD8/neP98jrto1taVLufE3rw+czcyVIU9vdHVVxYLGGxLBNmMr7Wb1B2f43MlwpbOa/v7CJk6x2bLq6kFW8HWuWSWJGnLWaw7JAM6hqqwULdJB4x1TY3Ihk164gGeGU2jKfDu+Rx9ke5bsHY3elZWWL99ZokTs2ViAYPnd2XQZHyzqeSbLj85vgAK9EQDLJab/Oxcjld2y9SC+ym80vzEF4J00CByoBddVbZU8xMZyEqStCnNVlv86Ng8u3qjDCYC/Oz0Eg8OJnhiOL5uY0hxS+Pr+y/Xdlx7e6vwhUK1dbnUW8v1aToe8U1UcF2CmKmxszdCOmwylg7xwYUCA/GADGI7QHJNd8ut2BVu64TskiRtKQlLJxsNcHKuzE9PLqIqMJQIrPtE6NrAdasFsdBevX5oqkAy1F5hbXsen1wsbrnUgs1OVxWeHEmwJxNCVxSe2Z5kLBW6+QMlaYPJEVlJkjalkKGxpy/KXKldamYwEaKnC+vUdrqeUHuFdSKkEzc1IpZBJmx0XWpBw/UJrkzHNjyfoOwaeJUrmjdswYs2qTPJb6okSZvSTKXFu2eXMDSFdNjiQq7Gx9Ml5EDh+tuWCBA3dUBhNBm46/bI99pyw+F7R+aYKDZYrNv8zeE5psvN+71ZkiTdAjkiK0nShlluOCxVbfZmwyzVbQp1lz2Ze7PSOR0yGEmHOdAXJRHUefd8nh3pkFxjLV3Fdn2ajstbpxbRFBXH9+66xbN055quT7XlkrB0mp5Py/WJy/J/0nXIT4Z0y6qOR1BT0VSFiu0RNlRUOb3U9ZYbDklLR1MVluoO6aC+LvvVFYJfjOdYLDepNB1OzVVwfJ90eJDMPagxGtBUXt6VRl0JXV/dnVm9LUlrDUQtnhrL8O6ZJTw8HhyMszsdvt+btSXVWy5vn8uxXGnx0p4sn04WqLRcXt/XS6zLRvqle0OmFki3pNh0+eGJBX45VSTfdPmH4wt8OlPCv0bLPKl7zFVafP/ILB9NFpkoNvj+kVk+my0j1mECXlcUnhtLEzJ1Dk0Vaboez+7MkAneu5PR2sBVBrHS9SzWbT4+n0dR2i2fT8yVuVDsntSCta1Lr9XGtJtYhkY2alJq2Hzv0AyT+TrpsEVA5iwDMF+zWW44QDt9Kt907/MW3X/ykyHdEk0BQ1U5OlPie4dmKDVsDK07ro6b3uV+4LI3+JWiAZ1UyOLYbIk3TiygKNAXC6wp7n53XF/g+ZdPrI63HiGyJK0vIUBR4PldWb5yoA9dVfD97viklm2XH55YZLFuU2y5/ODEArlG9wY3mqqwtzdCJGAgAFWBhwfjmN22evCG7uyzVbY9fnJ8gR8eX+DUco0fn5jnp6cWrzjHbUUykJVuSdTSeWpHCmgHJ9logAf7Ih2fWnCx1OTvjs1TbLqczzf4wYkFSnb3HuTXW8TQODAQW/15OBmif50K+rtC8OFEHtvzeHJHmrCl89FEjlxD5h5KnaU3bPKrDw+wJxNiMGrxa18YZEeqO1p5Ltcc5ssNfnRsgX84Ps9CqclcFy9Uq9kuPz+7TLXpkAiZ+AJ+emqR8iY5bntC8PF0mdmqjSsEH00WWazbt/TYmKny+PYkTdvlnTNLCAFPjqa2/Gi1zJHd5DzRXlajKuALgaJwR6Nt+YbDz08vARA0dJYqTT6eKvLEcKKDy7AISg2XQs3m+0fmsD0fXVVpOD7xNbFa3fVxvPZigqrjgYDIFsnFmq60eOfsErqmEA0YTCzX+DRo8MRw4q7HZHVF4YVdGXJ1h7FkgOF4gFLTvSf5sXfCF5BvOmSCBj5QaDqkA1uvuPhWtbbSQtTonu//jmSA6miaD8/nwIUHhxIc6Inc7826Y0FdYygRwlBUvrQjxYmFKpWmQ1Dvnn1yI8sNh8NTRY7PlBlMBZlYqlKo27y2N3sL6U8KsYCOoigIIdBVlfAWOVfdyNYO4zc5X8Ch2TKH58orV4Eljs3X7ij/0dRVIgGdJ0fTfPuRAXpiAaKWQWc3dVF4qD/C7t4oTdfDF4Jnd6XpW1NLtOn6/PzsMj85tchS3eGtM0u8cXqpHdBuAamAwUAiyGv7+/jqgT6GkiFGUuu3sj9h6Ywl21UKUkGD0eT6jXK1C+63P8t3PwssOLZQ4fuHZ7lQbHBwpsTfHp5lptK62yeWpA1VbHmcmC2v/nx2vsJS49ZG+DqRqio82B/h2R0pTFXhob4oT29LbpoOYr0hky/vyWJ7HhNLVVJhk+fGbm0hasl2+empRRQFDgzGsV2PN2RqgRyR3czqrse5xSqlhs3FfJ3FcpNMxGJnJkRQv72DQsTQeGVPFlNVURV4fW8PAV1Zt1zKjXI+1+DcYhVVUfCF4OMLedIhc7Wln6kp9MYsPr1Y528OzQBwYCBOYIv0qQ4ZKq/u6eHSx+H1vT1dUcjep32RFjY1dmfCfDxVJB0x2XnHnYYUUmETFPjJiQUAkmGTiCVHO6TOVmw41GyXJ0fTBAyVd88uk6s59IRMSra70ipYoWR3T9tgBWU1cFUVOj6F7Xa4QrBQvnyBXG16lFouYePmKV1xU+dLYxlMXWVbPEAqZBIN6DK14H5vgLRxIobGa/t6+N7hGRbLTSxd5dV9Pavda27X2i/LnT7HvSVouj6mpvLq/h6WqjaHp4o4/uWrV1VR2NMT5cRshYbjomsKB/pjW6rV6Nprmm4IYgHKLZcTcyWajsf4Uo2ZYp3eWJDhRBDrDkduBqIWY9kIp+crADw4GF8p8i9JnWt7Isg3HxogHTRQFUEqNEAmpDNTafHGyQWe3pEmYGj87PQiz+3MyLay91m+7nJqvkxfPMCe3ijvnl3m2GyZvt3pWxqV3ZW+vP/2ZTe2RFzT86m0PLIhg5rjUS/U6cRPjzxKb2KeEJxZquKsND1vuT7nlmo83B/r8JSA9aKwvyfEYNwibun0RUy2p0JX1CJsuD4/O7NIw3FJhS3ytRZvnFrgq/t7iXRRnlw3yzcdoqaOoSrkGy4xS0O/yQc0Yem8tq+Xvzsyx0yxTtjSeWVv5o6DWBAcmq1wer5CJKDTdDzeO7dMxNQZill3+JySdG9kQ5dyuZXV24amoKLwzpklFKU9ZW92xQDE5tYTNvjKgT7iAZ2IoRE2dVIho+PKA7q+4J3xHHPFJi/tzXJ0pkzDh1d2p4l32LlRfqo3sYbrM5Wvk4lYfPPhAeJBk+lCndaWyqdRVjvCKChXFdS2NJWRVJgDA3F+9aF+HtuWZFsq1CUjzt1vueHwg2PzfHCxwGzV5u+OzvHJdPGm9Yk9IZjI1VfvV7ddpopN7rSsDSgMxAP0xgL8ygP9vLa/j55YgESHLkyTpJvpCZk8ui2JoJ1DfmAgzrC8KOsIg1FrdaBkKGYR6sDzja4qjGbCOJ7HD4/NM1tqsC0d6sj20/IovYm1Uwt6UWivyH1tfxZDVWWQtoaqwIN9UXwh0BX4wkAMAR1ciWFzCekqiZDJqbkyp+bKqAqkI9ZNc+Kqts/4UpVsNMDj25L87PQi5xarjCaDWHeYH9EXNvn6gV50pX3B07uvB0N+DqQuNVlu8tFEDl1V0FSVI9NFkkGT3ZlOnByWOtFwLEA0aFCqtxsw7OqNYmoKbofVY5eB7Ca3dgQyaXV+KaF8wyFoaAR1lVzDJWKqWBucyL52McFmWlTQDUKGxiNDceaKDQD6YsFbqmwQtzS+sr8XU1OJmhpfPdBHeB0+K2tzo2UQ2908IVZKDyq4vqB9/b519mnY0IhYOs+MpbF0lbdOLxEN6PhC0HQFIUPF9QWOL+TghnQV1xe8dXaZUt2hPx5kqdrkJ8fneXV3mkSHrR3orK2RtrRiy+WHxxdIhk0eGY7z05OLDCSCvDCW3jSlV6QrLdUd3jq1hKpANGgwW2rw0cUCT29L3vSiIh28fGF2OUdQksDzBb+cKhKydPb3RvnwYoF02GR/z8Yujukk6aDBtx7qX12k+6sP9WOqCp/NlJkpNnhpT5Zjs2XydYcXd2U6cnpbun90VWFff5RYUOfpbUkuFJvUPEEiYKxHvcN1JQNZqWOEDY2BZJCzCxWmC3UUBYaTQQx5fN20opZGfzzAaDbMUCzAz84uM5gIrcvI+OdH5BRF6ZqqDPeLQKyW1Ft7u9vUXI8LuRqVpsu5hSq5WouBRJCxdAh9C5311laaCWjtEVjb9VkoN/mrgzPYrk9PNIDv+8glM9LnjSaCbIsH2tV9smEisSDVcgO3wwJZ+cmVOoahKuzri67+HA8ajKwU05c2p4Cm8tKuDLtWFti9uifL9kTgrp/XE4KPp0p8Ml3C9gUfThY5MlfutIGEjjJdbnJwtoIQgoligyPz1a59v2Kmzqv7+lAVhVytRdjSeXlPdsPTlDqdrio8PpIgHjSxXR8FeHZnmkiHTRVfi0Bg+5cboNjd+uHsMmsHFYwO/f505lZJW1K+6fKTEwsoCmSjAYp1h3fO5XC64IA1W7WZKDZQFJgqN5kqdW+v83ttbamt9Uohabg+M4UGh6aK/O3ROU7MlpguNLZYxY5bZ/uCjy8W+eRCnrfG87x1apHPLhYotrqzv73jC07Ml1erWtRaLmeWandc02KzcH3Bp1NFSg0bU1cRwHvnch3fyVAgOL5Q42dnl2l6gsNzZX5xPkfLl99nSQayUgeJWRpj2QjP78ryKwd62dMXY2c23PH5sQ3P5+enF3nr1CKfzpR548QCPzuzSKXDTw73gu0Jco12MNTyfPIN55783Yih8creHnRNoVCzCRoaL+3OykUt12GqCi/vyRK2dMYXK/hC8Oq+XlKBzh+pu5aG67NQatKfCPKtRwaJBnTmS03sLR74qApoqkJPNMCvPTLIAwNxVK3zE0hcHxbKTS7mavz14Vk+vpBnqWLTdLb2/pTauvMotUV54nLnpbW3N/Rv+gKxMqrRXvm7cX9UVxSe2pZYeV0Kz25PonV4EAsQ1FS+vDvLj47P88mFPKqi8MLuHqIdVjT6XnN9wXsX8kzl6ryyv4djsxUWy02+dqCX1OpCLUHDba+a9kU72F2PYNPxBUfnyrheO0+24XicWCjz2GBcVqa4jlzdprly8SUELFSaDETNrny/YqbG6/t60FWVkKHylf19BA0VS93aFzKqovD4UJxmf5SQrvHFkQS2Lzp+oZehKjw3lma52qLUcFCAl/ZmV2uES1tbZ396pVVVx+PHpxZZqNmUbI8fnVxcHenaKK4v+OBCgc8uFnB8wfsXCpzN1zf0b7brt7ZPnN0QxF7iCbFm2lLctKD/epsoNig0XUAwXmhQsu//lLCuwmAiQMvz+Psjc1xYrtIbCxBeLQknOLFY40cnFqg4HkcXKrxxanFdpjltzydXadEfD/CrXxgkFbZYqtjY3uabXPYFq4svPHFnnz3b9zk6067j+/K+XpJhk2MzZUp2984qxCyd0MpK0aTsR79KVRRCevs7qKtKxwex0P6Mn5ivUGo4qEq77cmnkwWaHVbPVLo/5OVMl1iqOswU6yxXWpi6SrnpMF0Kkg5Gb/7gO1SxPc4tVxnPN4gYCgulJjXbY1siiNlFQeZGa3g+755dBuDJHWk+u5jn3bNLZB4ZvCejsgs1m7dOLRIyNfb3x/nlhRw9sQBf3997RV3Ue09hezLE0bBFrtoC4MBAdHXBjS+g2nIp1G2+d2iWhuMRDejtlsp3WU0rbGi8vDeLsnK7PTqnEOiCk/bt8AUcnC3Tcjye2Jbgs+kSqsJtjzybanvRXcX26I+YZEMGDdcnKUe8pFskuLwsd+3t9eAJn1LTJR40eWVvDwenixTrNrYvuPuloZvDUt2hZrtsTwRZqNnYrs9wfGu8O/Io1SVGkxZPjab54HyOpuuxfyDGg30bF8RCexTj9X29/OT0MkuVFrGAwYs7MzKI/ZygpvLy3h5ars9IPEA2bCLgnqUW9IQNntie4sPzOT6ayBEwNJ4ZTd/nIBZcIXh3PEeu2iIdscjXWvz0xCIv7Omh0nQ40BNhJB1ittykWGsHui/szpJcp7zMyJr3vxPbKq6Hpuczna+zUGkyU2pQqNlkIhb7e6OEb/PzFzE1IivvU8zSkd1MpVvl+IJfThYZy4ZJBXU+vFBkb1+EnpC5Ls9vqCrPbE/ScDxils5zYylsV2za7/Xtano+b55epNp0eWI0xaHJIgLBtx8ZJL4F3iMZyHaJku1xaqGy+vP5xRq7shF6w+tzoLgWxxecXKisTplXmg4ThRr7smFkSawrrd0PA9F7HAEIMNeMNGqqsqG5zLdKVxRG0+0C9M+NpblQqFNsuBycKrBYblJuOrx3PseF5RpfOdDPXLHOB+N5XtvXI09Qtyikq7y0N8tfH5yhULMxVi6qbjeIlaS7sVR3ODlX5txilUzUYqZQxxOCzFh63fIXDVXBWJkhsFQVa+NOfV0noKk8vzPDj07M89H5HIoCX97TsyWCWJA5sl2jWHcpNxwe25bihd1ZbM9jsWpv6N+s2h4zhQaDiSC/8tAAAVNjqtBELhTtLIt1h1+cXSZgaDw0lKDWcnlnfBn3HufpXsuOVJAXdqYxVYXd6RCPDsT48q4MkYDOkekSddvjpb09PLMjwSPDCfz7kF/czTwhODlfobWSK+h4PqfmKzTcdm6rL4SstyltuIGIyQu7s7Rcj5lCnf54kGe2p2SAcQ9pqoK65h3XunCR5p2SI7JdYlsiwDceGiATNFAVQTI0QCa4sZekyYDO1x7ooycZxmvafO1AH2FD6/hyWFtNb9jg2V0Z0iGTTMggFtDpjVn3PbXgksvboaCr7YVYritQFeiLWAwnQyQtk8eGDPb3Ra9ICZBuzPYEixWbdNji+V0ZPrlQ4EKhTq5u89KuDEdmy1RbHs+OpjBlWzNpg7R8n4trFgLnazb5hkN/RA6b3gtNz+dnZ5ZwfY/Htic5MlXknbNLpGVqgdRpelb7ySvrlnt0M+mgQSxoUGjaV/S2lzqJwt7M5R7y+3si93FbbswVgo8mCrQ8j6d2pDkxW+bodJHRVIhsyJBB7G0K6u1FWq4QxEyNp8dSfLBS8uyvDs1Sa7mkwxYtz8fU5HsrbYx83eFirsZIOsRoJsK7Z5Y4s1ihN7J+qQXS9QU0lRd3Z6m0XHalQ/RHA9ie2BJBLMhAtiPUXZ+Q3i471b4tv/rS5qQrCi/sSrNcc9iRDDCSDFJsOGRD8iLpTl0qMQWQsHRe3Jnlr2uzVJsOqqLw4t6szDmWNlR/xOKrB/pIBQ0CukrkgT4yYUMGsfdQb9ikN2wixH1Yp3Gfyc/ZfVZouvz9sXlOLdXJN1z+9sjchtdqvcTxBYfnKzRcn5bnc3i+Ilt4SretueYz07yFz0/M1NmRDAIKCUtneyK4gVu3tfhCcGS2RLXpoKkKvhB8fLEgv9fShhuIWqvl7Qaj1pZvPiHdO3JE9j5zfEHL9Xj33BKGpmK7Prbjs/6V+K52Llfno/M5ZgoNdE3hwnINgIc3uKyX1H0mS01qLY99PWEmCg1cX7ArHWKhZvOzM0u8uDuL5wvePbfMy3t7yMg0lPvCE1C3PdJhi5f2ZPl0qkit5eL4AksOynaRjazKKkmbiwxk77OekMGzOzO8cWIB2/XZ2Rtlf++9yXHcmQ4xV4pybrFd1mtbOszebPgmj5K2mqYreG88R7XpsFy3OT1XxtAUeqODlFsu1abDD48t4OMjBFRbngxk7xNDVfjSaIqm6xM1NZ7bkcLxhcw97iLLDYfx5RqPDsYpNB0u5hs8Ohi77VXoMhSWtgo59n+f5RoO74/ngHa7wPHFCqeXasDGl8zxhcBbU5rH8wWyUo/0eQFd4dV9PZi6xsnZEooCr+7rJWZq7E6HeHgkie15uJ7gie0ptie2RjeZTmWoympOrKWpMojtIr4QHJoucXiqyNvjOX50bIFDUwUWas7l+wBnlus0XB9PCE4v169KHbnUUny2amP7Pu+ez7NY39hyjZJ0v8gR2Q6gAM+MZeiNWvz45AIAQsBGV086n28wsVxlWzqMoamcW6xwZrl2VWpBy7ncb931RUcU2+82Tc/HVBVURaHh+liaSje9jeWmi7NysvR9QbHhMBA1mSnbHJsutj+rAg5NFumNWhvaqEOSNitVUXhmNEml6XJ+qQrA87uyDEQuz3BcKDT4+ZlFhlMh4kGDYzMlisMJnhpJcKkE86UGBWcXqmRjG9OgQJI6hQxk77N00OCbD/UTNlQUFL71UD9RQ+VeTATtyoQQZBlLBVEVhb54gJ2p0BX3aboebx+bZzBq0hsxeftcjv19UUa2SA/n9VB3fN48u0R/LMCe3ghvnVpiWybMQ33RrghmG67PJxfzaKrC8zszfDRR4NOLBYYSQVquj6IovLKvB9cTvDe+vBrwbgRfwMG5MumwyUg8wKczZfqiFsOyn6q0SVRtj0rj8gjsUrXFWDrEpeIUw/EAO3vaKWFTQDYa4EBflLV9RC41KPjZ6UXZoEDa9GQg2wGu6Al/D6cBdUVh/5qc2P3XyI8tNl2mC3VOzxSJBXTyNZuwqTEUs1A7pOB+p3N8n6bj8dlkgeOzJVquT0/Mwhei497Ds/k6iYBBNqRzerlBJmyQDhq8sreXluvTHzFJhUw8v123NGYGSa0put0THSBubtxh5WKlyV98cJF40ODJHSn+4eg8+/pj/P+eHJZT6FLX84Xg6GyZlufxpZ0Zzi9VOT1fYWc2stpcQFUguOazbmrqVfmzn29QkKva5BoOA7JBgbQJyQs06Yb6IhYv7+3FF4J8zWYgHuTp7cmOC8A6WdzSeWFXFoCW65MOWzwxkuy4FI1cw+XTC3l+eHyeg7MVPr6Q551zOVwhSAX01RNpJmhckTqwtuj2RgaxANuiAb71yABL1RZ/d3iWREjntX1ZGcRKm4KqtBfrvba/jwM9YV7ek+X1A71XdMi6WGxydKZINhpgLBthpljnyFz5ilS0fMPlYq7GtkyYF/f04Po+ZxeryCJs0mYkR2Q3KUWB9WhZX3c8js6UVn+eLzeZLDZX6oBKt6LqeKsL+gxNIVdrcWimxKODsXW5IBAIzuXrK3UcNc7l64wkAgS027lOFSxUmpiGjqELDs+UaLo+rx/o7ZhWtwAooGsKKym5IBQMXQax0mYgKDQ9kgGdkbhFseWRsHRCsSs/38PxAF8cTbMzE8LSVFIRkz3Z8BXH+/6wydce6CMZaDcoCD/YTyYkGxRIm5P8XG8SPnB4vkKu6eAJwcHZMsWWe9fPW7U9lqstdvdF+doD/Wiqwny5ib8eUfJWsfJWPTgY59ceGSIZNhHrWJXiQqHJW6cWefPMMp/OFPn56UU+nizd1l+wfcHFfJ2T82UOz5T48HyOqXydpttZYziT5SZ/9ck06YjJ6w/0k6/b/ODoHFXXu/mDJamDnVys873Ds0yVWxydr/K3h+eYq15dacBQFR7pjxIxNAxV4Qv9MULXuJjrj1xuUDAQMTE7bAZIktaLHJHdJOarLX55PscxS2c4GeLUfJmlis3LuzN3dbXSEzb51iOD6J6LKuAbD/WTsHSZWnAbIqbGq/uyBFQVTVX46v4+Qrqybu/hUMxiX3+Mk3Nl5koNEiGThwait7Vc0FRVHt2W5N3xZUoNl8FkiEeG43xyoUD/A50zKrstZvFPnt5OPKCxOx1mIBYgHTGI3NWorKy4Kd1/YUvDF4IfHZ9DCIgG9NVAVJKk65Pfkk2iP2Ly9FiaWsvl1HyZVNjk6dHkuuzgwWQQc2WaOhM0Oi63sxuEdQ1t5X2LGOq6XgioqkJoTZ5qQFcxbnMfCQQLpSaJgMHubITeiInjCZ7bmUZXFFq+z+nlOq4vaLo+Z5br92VUXkHhi4Mx9qTDKMBTw3F2JUM3fdz1+AIOz1WZrdr4QvDZTEXW25Tui5FEgN29l6sPPDaSJBmQY02SdDPyW7JJ+CsdlS5pOT4tz5eLYLaAyWKTTy8WSIZM0hGLc4sVPp0u8exo6pbHFh0PFisthpNBXtrby6cXC9RaLqaqoChwZLbCwckCywNxKi2HyVwddW8vO1NX5kq7QmCWC4hGA9e0MKJRfKNzS2MtN5x2aTFFZTQb5vR8mdlSiK/sy3bMKLS0NRydr3JyrkzQ1LBdn1+cWyZs6QxGO/f7I0mdQAaym8RC1V5dyTqaCfPLiRyHpkq8uOvuUgukztde/JFiNB0ipGskQga7MuErgthc0yEd0AHlituXmJrCcztS1B2fZEDnxV0ZHM8nZukIAft6IkwXGhyfbS/8G8tGGPlcB6/i3AJvHZzgmYhDyHe4OF9kNKwSScZRH3gQP5HZ+DfjNvWEDL68J8ubJxc5PV8mHjR5YWUUGsATAk+AqSq4K23v5IyEdKdulMSSDhmkwiYv7+mh0nL5ZLJAxJQDEZJ0MzKQ3SC+aLd71VdOgIrCbffKvh0DUZNX9vaSDZuETZVoQKc/asogdgvQVYVH+mOrPz86ELvi3y+Wmrx5coEnd6QxdZV3zyzx7K4su9NXTslbmoq1kkIS1FWCa/LzdFUhYFz+OWhqq58txfdQThylObvIASGoHBln4uwFWrZLJBXCreTQ3nyTyFe/ivaFJ/CNzqlleams3CUN26Nie0RNDU8IPpkuUbc9nh5N8clkEYCntiXkaO09JTiTq2PpGtviAU4s1ogGNIZj3dWUZbnhcGKuwpPbEhSbLmcXazy5LbGaBjQQtfjmg/2YqkIyoNN3oE8u0JJuaDxfx9RVhmMWZ5YbxII6fVuwq6IMZDdAO9euTMPxeHJbkk+niiiKwhPD8Q0MZhVG15TEGpPlsaQVEVPD0jXeO7cMgKVrxG8j905R4Mhchal8nR2ZCJWWy7GZEn1Ri7HyHPYnH1F75x0SY2P4p89RzhXJpDOY2RTxch6Ej7e8RO3HPyLQbGE88xxCN27+h++BXNPlyHSJVNjkwECc984tc2iqSM+eLK4vyFVtpgt1ZosNai2X/ngA2xXohgww7pWS3S5f5/mCvX0xTsyWiAUNvvVQ/22WmLt/BHBivsKp+TKVlkuu0qLleWxPhxha05VubeAqg1jpRkq2x7vnlvGF4EB/nCMzRaIBk28/3Ieldsf3Yr3IQHYDtDzBXKnJXKnBTLFBueHQEw3QHIgSljUvpXssHTR4cCjOh+fbtWz39UevaGhwM0LAF1Iava7OcEqjZcU4U2iyfe4s1Y8+QsxMowQC2JUKlcUcvi/w5+dRalXc7cPo+SUA3OUc9okT6CPbYPvYhrzW25UNGrx+oI+YpRMzNcKWRmplQaOuKnx5V4b/89k0tZaLoSm8sDtLyNhaJ4n1ttxwyNVs9mRCLNYdig2X3ekg16sWETd1Xtnby4+Oz3N8toSla7yyt7drglhov7InRxJUmi4zhXbHred3Za8IYiXpdsRNjRf39PDGiXkOTxexdI2X92S3XBALMpDdEEFd5cXdWf7q4DTlhoOhqby4JyuDWOm+mCg0+OVEDkvXUBU4PFUkGjDYd42WxJ+nFnO4587inDpFxrZpAEY2yxe2b6f60UcoQuDm85gjw5QOH8UXgniwPdpaqlbxy0XQdXBd8D1EtYJz5jTG9h10SpmroTWLaUbWTFe7QvDZdLulsKYqOJ7g08kiz46mbrsqhNTmCsG753IsV5qUm0lOzpZxfJ9UaJBM8HqnI0G56SBWlvO7vk+l5ZK+7v07U7HZHom9ZKrQYDQVXE3n2Ui+EFwoNhmOB1BppxttiwdWK6lI3UjQcLzVKhee79N0PaAzZrvupa0Xut8Dri84Ots+ASoKOJ7PkZkSji+bCEj3XjJkkAoH+MqBXr72QB/pSIDMLYzIqvMz1H7w9zSOHEHYl/NI3UKBxofv4V2YQHFthO+B62DUKqSDOgGnScBukAnq6HOzqPqagMP3cObnUeu1jXip68r1BQ3boz8e4NceGWQoGaJhe6uLvqTbpysKz+9MEzQ1Dk4WaLoez+7MkAle/yK/ZHt8cqFAyNR5YXcWRYFfXsjT9DqrWceNCODsUo2W5/H8riyjmQgXczWW6849+funl+v89OQCH1zI8+FkkZ+eXOD4Yud/BzeTqu2xsJKPX265LN3lvi/ZHh+ez2EZGs/szCCA98fztPzu+V6sl+66pO0Sri8orqQTPLczw/vnlynWHRxfyJEcaUO0PB9TU1BQaHo+AU3h0ohnwtL5xgO9q5+9tbevR62WqL35U/xW66p/0yJhWieP41erqIaBohvtM7UQaM3G5fs1G+3uYu6aA7aqIXwfpQuCwYCm8vxYCtcXhA2NF3e1qy4EZZH6u+IJwdoY9GYXBnFT57UDvRiqSjqoE7V0gobWlakF21PtnNjRVJDl/ug9K621LRHkXCLIqfkKAL3RADvSch3FvdLyBW+eWaZYt3lhd5aPL+ZpOj7ffKiPuHlnYVjc1HllXy+WppINGcQCOmFD25KpBVvvFd8DAV3lyzszvLInQzqo8/LuLC/tzhDqkhNgrulw6dyyXHfwuyDo2MpqjsebZ5Y5Nl+j5nr8zdE5jizUAMFMpUXL868IXG/lYsqfvHjNIBbaTQmE0w5OnXwOI5VEMW5wML70+VE1lEgEPRRGBLpjxbmlqYRXajF/vpKDdPtcIXj/fB7b8/jijhRhU+fD8zmWmzduMdwXNldTCQaiVlc2CjBUZTUn1tLUe1of1tIUkqHLszCxkHFPUhqkNktV2D8QxfE8fnJinkLNZn9/lOhd1nkfilpkQ+1UgpFYgHRw66UVgByR3TDtE177QBHqoqYEs9UWPz4+z0NDSdJhg5+fWeK5lsfuhFyU0Kmark+x0V5d/8GEwmdTRTwfgobK26eX2NkT4fkdqVvuJqYIn9aZ09f9d+H7qIEgXqsFK9NYbrWO0duLs7Bw9QNUFXwfPZNBmBbmvr34HVK1YLNaW6PUF9ApE0G60l5At1yz2ZkKMhwPUmq6ZLowMF0vNcfjs+kSXxiKtzvNzZR5bDi+rgMfp3N1TsyW6IkG0FQ4u1AhFTZ5uC+6bn9DurG+iEXA0KnbLqqiMJAIylbv62TrHj2kawqbGhHL4NOLeQBMQyUdNlEUhfbpUeo06aDBS3t6+P7hWTxPcKA/RkBT+NmpRUxNY3dv9LYOmIrr4jWa1/13t1rFHBuj8dmnAAhVQ7UM9D27cRYXYU3rWsXQQdfRgiHU3j7UYBBt+yhbL4vr3pmr2kws1/jiSIK5aovZUpPHB+Mds7AnYekkrPapJx00tuwo0iXncnVOzpXJVW0c36dQs8lGTfZmbr4Y81btSAUpDyV4oD+KisKRuTK70uv3/NKN2b7gjdOL1G2X7Zkwk7kabxxf4FsP9xO3ZBh2t+Q7KF0hbuo8NBTn7TPtkklj2SijmTCVcuMmj5Tul6rt8dHEyoWHrlCqOtQcA0tXSQQNUre7ulvXUXX9+sGm76OkEiiWhWi1QFURqTTCsYm8+GWq77wNbvvRRn8/aiaLkkqhxuKEXnoZP5q405d623wBnvAxVBVPCITY3J25PCE4Mlvi4nKNctNltlhHAKOpMD3hrR0wdqoDPRFKDYdTc2UAHhpMXNWs5G4FNJWntyVWrzHX3pY2nqkqfGE4QaHu8IWBKOfyYeotj+gd5sdKV5JJMtIVpsstfnFuGV1TiAR0Ts+XV4IkedTrVI7v03R8DgzE+fLeXop1G8cTDCZDLFSavDeRx7+Ns5avqBhjN67z6hTLhJ75EoploUQi7ccZJm40TvzXfoPoyy8TevxxzC88irF3P+FnnyP8zV/Fz/Zd9Vzemm3z1vHs6gs4OFvmg4tFnJUuXR9PFfE2cc63pig8vyNNKmwxma/h+oKX9vbIIPY+8IF80wXan+tLtz+v7vosli/PgCxUmtTd9Z+zWPvVkkHsvTeaCPJIfxQFhV2pEA/1Rzom5afbycsB6QrxgE42YvHotiQxS+fn55YZiF9a3SqPfp0oGTD46oFeQrqKAH798WEGYwEyIQPL0NidDd92Lpa+fRSOHEHxPKhVEbVqu9qAbqBEoxAIYpcrxL71LYRh0Tx7tr0AzHHxU2nMx55Aj8XwF+dxl5dxz4+jLC2iDm9DGRxCmO3FXrmGwy/Gczw7lsYX8P75HC/syqxOPd8N2/eZLTWYK7b/KzUcMhGL5oBPWO2evPXbtVy3KTcul0ubKjQYigW2RMWUtbnBa2/fa74QHJqrcHiqwGv7+5gqNDg9X+ErB3qvakZyMd8gX7N5ZDiB7QlOzJaYLjXXNbVA6gxrj8NKB9TR9oVY3aa1t7uNDGSlK0RNja8e6MVY+UB/40AfPZkwhYKsOdjJYublwOzx/hiXjkfPbk9ecbis2h6aqhDUVcq2h6Ur1yzX4qeyRB95hOL/+7/xK+Ur/1FR0dNpjL370B5+HD8WJ/LwF6DVbC/sCkUQx49Sf/89WufO4eXbHcXUYBBrzx70ke0YTz6FH0uyXLNZLDf54fF5fAEt12O5aq9LIBvQVF7aneWvD85QajjomsLLe3pWqxBsRp4QnFqoIoCX9vVycq7M+GKFvb1RekKbe1R2rmozka/zxaE4c9UWc6UWjw3FNrAt+PWpikIyZOAL+IejcwggGw1c87N3oDdMLKgzHLPwBQwngwzHuqOqh9S9pspNzi/XeWZ7kplyi5linS+OJLvyglcGsl1iptKi5fiMpYNcKLanobbFN+ZgZ6w58Bta932ot7q15+0rgljH443TSwRNlcdHkvzszBLJkMnzO9KYn9vPaiFH/exZgo89ij1+Dmd6ZnU+UjENjIE+zMEBCLZH6/1gGFUI/NkZlIVDVH/4w3YFA9NaXTLvNxo0Dh1CPX2GCALt+ZfYkwlRaSaZLjWo1B2e2J4iFTbWZaW9JwTH5so0HA9FAdcTHJ4t8fS27jxY3wpNUXhuR4pCf5T+iMVAxKLUcjd9EOsJODRdZCpfp1x3mC3VEQK2p0P37bVvSwQZSoa4mGsPAjwyHCdiXh3IqoqyeixXlY07rkvSJZcueCeWqpQbDouVJooCu3uiq+W8uokMZLtAw/P5+eklGo5HbjjBkekihqbw7UcG77oOnbR1mJpKPKhzbrHKVL59ot+RCaNfdbEisA8fxKtU8AB1ZJTwzl0Iu107VrEsnEqV+pmzhPsHUEZ3Ik4epXrwEEYqjvPJpzRPnWrfV9NQYzFYUzfWb9Sp/uwtEjt2sNg/xmy5yc9OL7G7L8bFfIP3xnM8MpLkmZEYyl2k8bu+oFCzyUQsXtiV5f2JHKW6je35GJs4tSCgqfRH2uXyQoZKyLh5F7dupynw5Z0ZfnB8nsl8O3B8dX/vfQtifQGfTJe4mKsRCxrUWi4/P71I8IF++m6hq54kbaRLF7zlhsNcqb2Q+ysP9HVlEAsykO0KQU3lpb09/PD4HAcnC2iqwot7emQQK90WU1V4ZCjB+aUavhCELZ39fdGrQkW1VKB14cLqz369jl1fc4f65QoW9qlTmI0GtV/+EgBNQPn4sdV/F56HVyygpdJgXj6B+5UKzqlTFBMjuL7PjmyEE3MlPjq/zFg2ylyxzqmgzr5s5I5fr6WpvLAzg+sLoqbGy7uyCMSmTi3YypbrNuXm5S5y08XmfcsNVhXoj1ksJIK8tCvDYs3m5FyFmCU/e1JnWKjaFOuXc+nPLdboC1tXzc51AxnIdgnb9VdXmgohcFy58Eq6PRXb483Ti/hCEAsalBsOb59b5sWdmSu6/Pi53Gqjg5txJy+gOJcPhn4hz6X+o/rgAEYqhbBtFF+gxGMogQD2wiJ+tUrrzGn2fu3rJEMZ5qstLi7XsCIBkmEDDYWeyN034VjbiStkXL6tKJdXbq+9LXUnTwhOzVcQAl7a284NPrdQZm9P5L6NMg3HA/TFLAxFYTQRZCgeuCJtS7r3bF9grlzYOEJs2f3hCcH4Ug1Fgdf293FqvsxUvk5pMEa2C+s6y0C2CzQ8n/fGl1GAZ8YyfHKhwHvjOXqiA0QMWUFNujUBXaU3FmBHJswD/VHeO58nHbYwPr/Y63ZKdRWK0D9w+aGuB6pK6KEHaZ07R/305Q5hSiAAlkVg9270oUFErQ6o2J7LR+M50hGTUtPl+EyJ7ekwydutf3uLHF9wcKbE3t4IlqZyaLbM/t4o0WvkL0rdQVMUnt2RptAfYyBqMRAzKTW9+z5VesV6gy0aNHWKfNPlrTOLPDuWQVcVfn52iRd2Zu/7Z+R+0BSFL40mOdAfozds0Bc1Kbfcrgxi4R4FshMTE3z3u9/l008/JRgM8vWvf53vfOc7BG6j3/obb7zBv/7X/5pdu3bx93//9xu4tZ0nqKm8sq8H2/UZigVIhU0UkEGsBLRH6KcqTfrCFroK02Wb/oiJripXlCDSVYWntyXQFBVVged2pNEU5apFVWo0giJEu9HBDYJaRVFQEPiud/l3gSDBBw7QOHgIv1a98gG+D55P8+QpzO0jBB57AqHpxCwwDI1dPRHCps7xuTK243FiocoDvevfQvNisclbZ5Y5n6sRDxgcnikjhCwS3+2CukowupIbrGuEIvLCRLqs1HAo1mx+dGwBVYWW45GrO1sykIV26lVvuB1DBDSVQKh7c7c3PBIql8v81m/9FrVajT/90z/l93//9/m7v/s7/u2//be3/BzNZpM/+qM/IpPJbOCWdraekMnQSkmWgYhJf6R7P3TS+jpfaPCjo/N8eLHA0fkqPzw2x+H5Mq4QfHixwHLDwfZ93r9QoGL7q4GroV4ZxKrVCpw8hn34EORzuKdOwNICit267t82d+7CrVRWf1bSKUSlenUQC1eUIbYvTGL09uH7goih8a0H+okHdJ7anuSfPzNKxNQYSgSvfo417nSAy/F8kmGDozNl3j2XA0UQD5kyiJWkTWw0GeSLo2lsz6PpeDwynGRv5sbHGKk7bPiI7F/+5V9SLpf53ve+RyqVAkDTNL7zne/w27/924zdpIMQwJ//+Z8zMDDA0NAQx44du+n9JWkr6Y1a9MWDnFxpcRm2dEaTIeYqNsdmSpxbqpGNmEzm63hC8Pxo6qrnUGenqP3sLfxWO2g1d4xiT0/hT0/D3Bzm9u2IWOLKx4TC6NtHaB07sfo7Ydt49RooKojP5dmuiZq1WAwnX8D0PYSqEbc0Xt3Ts3pl/drenquushXho05fxB0/i18soug62uAg6sgoXirT/pu3oD9u4fuC5Wr7tUaDOplN0vnK8cXK4iaB47Npy4xJ0u1aqjscni4B7VmqE3NlhlPBda0iIRArM2DKupQQXG8N12e63GQsGaLhecxXWuxIBjuiOcPd2PAR2XfeeYenn356NYgFeP311zFNk7fffvumj5+cnOS///f/flsjuFL3qTke717IU3M8yrbHuxcKG9KmsRuUWi4LtfYCqnzTZbHu3PD+YUNlOHW5N3t/PEDU0hmOmTwzlqFhu0zm6wwmQ3xxJHHV49XcItU331gNYgHseoPwl76EouvgedgTEyhrRlm1aJTQK6+gDA5f8Vx+uYwSiaD39aKYa08QCug6qApaPI75wAPY1Spq/XI5hLUHo6sqKRRz2P/7f5H7k/9E6a/+isqbb1L+8Y8p/s//Se3/+9/4H72H0qxzK5arDpP5Bjt7Ijw6kqTadDm/XLvjEd5OcTZf580zyzQ8n1NLdd4ez9HytuZ3SJI+r+54OJ7HszszvLi3B8/3qbSu3Tb4TvgCjsxXOblUQ9Buj302f2vHpHtCgV9OFvnZqUUOzpZ46/QSb55cZKpk3/yxHW7DR2THx8f59V//9St+Z5omIyMjjI+P3/Tx//7f/3u+9a1vsXfv3o3aRKkDjOfqnJwtk6vYeL5PrmaTjZhbrk1jw/P5yakl6i2XZ3dl+OVEDteHbz3Uf0X3rrXGcw1+OZEjbOmEzXad2FjA4KGBKHNrerjnazZV2yMQVPFFuyWhrirYp07i2+6VgZzj4ggIvvAColTGmZwE28bc1Y+xczfq0DB+IITiOljDw7SmptqPEwKv3kDNZFGjUbxcHmG3UEwTJRRCz/ag9vUjIlEQAsHNAy21VKD+//4/NI8e4/NtkoXr0jx2DFGrYrke2lNfQug3Hl21XY/HtiVJBHQ8zycTsYgFjK5OLfB8wWyxyWS+xveP2pTrDgFTo2p7WEGZSy9J2+IBvv3wIMmABiikHxkkGVi/EKjmeBydLtGwXS7k6kzl66QjFsPxAAGtA76DAh4aiDFXbPDpxQIA+wbiDMS6P01xwwPZcrlMLBa76vexWIxSqXTDx7711lscPHiQH/3oR+u6TbreAR+q2+T4PhP5BqOpIELAhUKDsXRow9svaitfQG2Dv4gPDkQpNx1OzbfzLR8aTrKvJ4LWaXMzGyyqqzy2LcnPTy/ws9OLADy1I00ypF81/XNpnwwng+zpj/HIYBzLUPnoQoE9vRGWGi6T+Ro7shEGEgE+GM9xZrFKZkeKQ9MlWo7PM2mNi4dO4Dsug/HAlcGs7+EVS6AomPv2ga4Tfv7L+LE4sDJqqlvoz7+A8u472NNTqMEAiqoiWi1QNfTBQbRQCCWeQLEsRKg9cqwAejyGFg6j3uT76Bw5iH3mzMq2XfvzYF+4iD4wiLE4ijIyesPn25kNU3c8HhqI4Qs4NldmVza0rseFe/W9uUQHnt+ZotCwWa60UFSF1/b30Ru9+xJmm8293jf3jqDY9EgEdASCcssjvg6tnu+ljd432TVrS7LrvM4kqat89cE+vn94lplig5Cl8/qBXiIdtA+CpkY4oFO12yPRsYCOqauotxBHdPL35r69w0IIlBu8ea1Wi//wH/4Dv/u7v3tFWsLdUlWFZLL7Rvk+GF/mwwtFCi0fzxecWaigGTqPb1+/9+ZGYrGNTYrPVVtUXEEg0D64lB0PLWCS3IJdcEZUleh0iZbroykK23qipJLXbwzQl47w7WR4NegfyERXbwcDBgOJIBFLpzcZZiQdwvUE+YbLfLlFuFilXmoQMjUUXSN4vWYBrg2ujSVs1EYZZ2oSv9lC0XWMgX6i3/wazswsrQsXELtmcGZm0GIx9FQKNRZFuUb+augLDxPuSd7wvXCXllg6cRTN90C/8Sp0MXkRbX6W+MMP3PB+SWCw5/LF9XDv1Rfa62WjvzeXCCH4bLJIzREEAyYCOLVUY6QnSqxLS+pstHu1b+4FIQSfXCjw8YU8X3mgj4Vyk8NTJb72UB8jqfU93/m+4MR8me3pEAFd4+R8hbFsmJC5fuFEN+4b1/M5ulzDMA0M2pfc+abH9t7YDWOde8X3Be8fm6Nk+zy4LcViucnR+SpDmQh7+2/9GNiJ+2bDA9lYLEa5XL7q95VK5YYLvf7iL/4CVVX5+te/vvp4x3HwfZ9yuUwgEMA0bz/I8X1BudxBeSu3aChikrBUDk4st39OhugL6RQKtQ39u5qmEosFKZcbeBuYb3d0rszMcpWHhxO4ns/x2TInpwPs67nzzk7dqO76fP/ILKW6w66eKONLFf72kym+/YWBq0ZXbmXf9FgabsOm2LDpDWi0au082Ge2J/irz2Youja65zOcCIPn0YB2maxrzLPr8Rild35Ba3Hpqn83ensIPvMs4olnCPUPUPnJG/i+jw1wjTw0LR5D7xvCKdZoH/LFmgYFl38WU3PYhRLumhJf1+POzKItLSOWSwjt/o6C3KvvzSWuL5heriJ8j9f39XJivsJsvsZioYbXlIHsWvd639wrwvWo1Fr8n48u4gtBNKBjN511P0eM5xu8cWKe7Zkw6bDJpxcLPDSU4JntCa43Y3KrunnflFouRy7kCaoqT+1I8bMzSxy8kKM/ZBDskFKZB3rCmIrg4f4olWyIieU6GUulUKjRdD2OzVc50BdBCDixUOXBviiWfnkk9l7um1gseMujvxt+tB8bG7sqF9a2bSYnJ6/KnV3r/PnzXLx4kaeffvqqf3viiSf4wz/8Q/7RP/pHd7RNbhcuItKAkKHj++2zfchQ0bh3r8Xz/A39W/syYcKmxkgsgC9gIB5kOBboyn11N0zg8ZEUlabLg/0RBhMBHFcQ1pTrvhe3u288ITgyXaZhe5SsEMN9WeyAStCuQ6OOYpioiTieUPBWSmvp0Sju+XGcaPyKHFQFoNWkdfw4zsQEkVdegUwP4SefpPrBh/jX6BCmp9IEn30Wd34e9/338UslME2snixoGs2LU+C7aNkezEQcNRpDiJmbvzAhwPfxXB//cxUTlhsOCpAOGizWbQxVXdf8uOvZ6O/NWk8MxdnXEyEZ0HlmW5Jqf4y4oW2579Ctupf75l7YnggwmglzdqH9nX18JLUh+78vbLAtFeb8YpXzQDxosjsbxnUFn89hv1PduG/Cmsqre3vRFIhbOl/Z10tAVzGUzok5wprKF/pjCAExXeOR/ijCE7gITsxX+eX5HHPFBp4Ps8U6pqayP3vliH4n7psNP5I///zz/Nmf/RmFQoFksj2N+MYbb2DbNi+88MJ1H/fP//k/59vf/vYVv/uv//W/MjExwR/90R+xffv2jdzsjnNiscq5xQqDiRCe8Dk1XyETDVz1IetWqqKwPR5cud1OzN+qticCgAABO1Oh9u11LI9ie4J8zSYbDfDSgE71kwbVtz5CD5qsvQDWe3qxHnwQO19AsVt4TRsluSaIdWz8+TncfB5cD5oNKBRwmy2sXbsIDA+haCpOuYxAQY3FMUZ3oEYj1N9+G7fQXnCg+D7+3Cz1xQUUyyL05JM4jRZu6Rx2rYpSq2AMDuDMzN7wdamRKGoyhdD1K86nFcfjxycWgHa+8XtnlwmYGt94oO+KFrbdzlCV1eB87W1pKxAcna9xdqFCQNewPZ9fnFsmfKB3XctLARiqSipssDI5SCyob6rv0d1IrfnOZTo0pWftZNra23t7IixWWpxfalen2d0bZVc6RDfY8CPdb/7mb/K//tf/4nd+53f4nd/5HXK5HP/xP/5HvvGNb1yRWvAHf/AHfO973+PEiXZNyrGxsatSD/7mb/6GhYUFnnzyyY3e7I6zOxOm5fg80B9FIDg+V2Us1Xm5KtJ6Ua5z++4FdZUv78qgVSvw1k8I+g5mJoHSuDLlxl1cwP+oRujLL2IfPoyaTq/Gh4pj454fx6/XwfcRxSJ+q0Xj+HGCjz1G/eNfYhV3o/T2oVoBgl9+AT+ZQamUqf3oH/DWpBuJxXncxXagKVotau+9R/i557FLZQiFcWemUDQdLZnEWwl+r8Xasxt1aOSqrIiIofLIUIL3xpd58+QCigJPDqUI6vc/b02S1odCPKiTCJm8ureHfN3m0HRpQ6a0L5baq97jQZN4UGcyX+fgTImnRhKs97FKundcX9B0Lo+0Nh0PTwiMLtin9yRH9i/+4i/47ne/y+/+7u8SCAT4lV/5Fb7zne9ccT/f9/G8m+fBbVVBXeXJkfjqSXrtbUm6XSFdRUyep14soFkW+o4deDMzeMUia4cz/WoNzXUgFkOYl1fA+8tL7SAWEJXKag1aYdsoK9P6rbNnCPdksfM5/J/8hNA3v4V/YWI1iFUApVahNXEeYbdr5SqGAZaFPX4WdWQUv15H6+vHPn6cwIED1w1k1UgEa9du6Bu46t8UFDJRC11VcH2BoalkwxbypCttJtviAXof7COgtdNmBjeo7NNQLMDDwwn29kQJ6AoHZ8rs74uy2b9PCgKjtYxWmkC1qwhVR4T7sGPb8JTurw5ybrnGbLHO7t4oni8YX6pyPt/oillfRdyomfom5Hk++fzGLpDaTHRdJZkMUyjUOi4vZrNz/XadVwBXCPTPrXy9m32jOC0af/3/4dWu/C4ojTqiUkF4HoqmokSiGCMjOLOzq4Gs4jg4p04gXBdcF295+Yo5qvBTT9K8OAmAMTCAOrYTv1oj+sKXaXz2GW6ljOJ7iPl5vNwyzqUatJe2QVNR43HCr3+1PSoLKPllVE2nNT+HqF85cqzGY8S+9nWUR59EBK6epag6Pt87NEvDddnZE+XsQoVowOBbD/cT2qBSMvJ707nkvlkPa9Od1i/1qVP3je43MGd+AfPHQVw54KYE4ng7XqIZ2XGftm59OL5gPN9gLBVEAOfzDXamgqvnoHu9b1KpcOcs9pIk6cZcX7BQsxmMmjg+LNZsesIm718oMBAPsC0Z5N3zOXakw4wmg+SbLqlAuxTVbLHOnSSYKJXyVUEsgAiGIBi64hTluy4aAjefQ7Sa0GqhKKAEAviFwpWJVqoKayoGOLOzhPftx6aGO3URr1oFIfBnZ3CXllCvcR0tPL898loq0F7mCCKVQQ2HSL76Ks333wMEqmGihkNo6TRkelCE3z6l+h7K4jzu1BR+rUrQNHk9nqGVHWCoN0FPxCJoaBsWxErS5rdxqU+dRvVtzAtvwvLpa/67aJZQT/0dgb3fohnZfm83bh0ZqsLezOWc2LW3O50MZLcoX0Cx5ZIK6PhCULI9kh1UuHnrEBycLXNossAzOzPkazan58s8v6eHC8s1zi6USYUtlqvtqXtNU/jpyQWe2ZHBNFQ+mizxxeE4Y8kNypcWAndigsBgP43jx9u/azbxCgUU08BIpRDBINg2KArGjlHspaWrngPAbzYBgVKr4ly6z/XOgQK8UgklGm9H00KgGgZeq4Xa10fzyGH8Uhm/2QIEaiiMsWsXoSeewMnnaU1cuOLpQgIikTDqC1/mQN/ADf6wJEnSZWbl4nWD2FW+izr1HureYXzlxvWupfUnhyS2IIHgyHyFvz08y3SlxaczJb5/eI6FWvf3XO4+CttTIQKmznvnljk5V6Y3FmQoavHq/h58AcvVFpmIxXM70gR1DUPTeOfsEj87tYiuKkTvZHV6OIIWuIXKELkl3OkplGQaNRpt/05VAYGo12mdO4eigFcu4ZeK6JEI5HNQr4Nto5gWYjUlQsHIpNujuJd+Y1xnRbVhoBoG/vg5nBPHcY4fwV9cQExepP6LX+AuLK4GxgB+vYZ79gyl//kX+NNTYHzuPVHAr9WovvFj1MX523qrJEnamhQE2vLxyz9bUdRQEiWUAO1zebGVecz69L3dQAmQgeyWpKAQC+h4vuCHx+Y4OFkkbN2gq5O0oRIBnYE15ca2pcNoKhyfraz+Ll9rcbHQIBsyeGio3SJWAPsHYgxE76AxiBXE3Lv3hvdR7BbOzAzW2BjNpWWCX3wSLZEAo72OVTSb4Pu4s7PoPT2EnniC2kcfYV+4gILAr5Sx+nvxCkUAtIFBjD178StrKhZoGor1ue1XVYI7dlD99FPc+XmE6yDqDdRwmPL3/xZ3ZgYt+LkgXFHBcfCWFql/+ilG9NqNNITjYh85fJvvliR1lwvFJhdLTRQFzuXrzFRa93uTupLmtxDlWdRQEsM00ZeOoF34GfrFdzFai+ihKIpxeTbMry2v3rb9LbX86L6Sc8lb1GgywLZMmImVmnGPbksSM2Uge+8JDs6UGF+q0hMNUGm5fHR+mYDZw3y5yWgmwoGBKG+cWGSm2MRQFT6eyGFqGrqucGiyiIlgV+r28pkUBYw9e/HmZrGXltvdvD6/ZaUSimGgDQ7hFYrYeRvrC4+iFPPY41GcmTlUXUNPpzG2jVD64Y/AaVcfcGZmsXaOga7jTU+ijmxH27YNAgGM4WFa586BpiGEwBwaojUx0c53AfRwGEwDUakiIhEUIQjs3YNbzONV2p9XZ3oGY3AQ4QsUVhohLMwjms32KG+x2H6R18jBbU1NYeQXuaDF6A2bWLrCxWKT/piFpcpre6m7VRyPt88s4vqCBwfjHJkuEjINvv1IP0GZF36bBFoohnrhHajnr/ynhRMoCyfQR55CJIep1qpMFZpEEx7LVZsjMyVe3pMlKs+rG04GsluQQPDpTJmJpSphS6dhe7x9epHQA/3rXjz7fmh5PscXquztiaAq7VZ7+3siBDqyaLfCzmyESsvl6e1J6o7PkdkyI/EA6QO9REwNS1P5+oN9xC2dSsslETZ5diyDqal8OFkkfRv7THVsxNwMzrmzePk8itPCNHUIBrFrdVgpgwXtODD8pWdplS6PoLr5Au7p02CZmKPbaZ09i3PsGF6thqLriJVAVgmYBB54kMbMDH61Rurbv4YfT6EoEHzmS2ihII2Dh/ALeXxNxxoewV1eRkunMHp6qH12sL290Qihx5+gce4c+pqRW2HbKJqKuziPX6uhJxPtxgxCIDwf59QptN278a416SQE+YU8PynUGU6H6I8F+Wgix4GBOM9sT8rsWamrRQ2Nl/f28OMTCxyaKmJoKi/vzcog9g6owkWdPXh1EAsoRgDVs+HMD2DwMZTFKWKZZWabLufEEMWWSc3xiJoaMxWbTFjHUlVmKi16wiaGKo8060UGsluQgkJPxKInFuCl3VmWazYnZstENsmV47lcnU8u5JktNtFUmMrX0TWFh3qj93vTrikV0HlpZwYFCOkaL46lUYBA8PKJ51KXmFTQ4FsP9mMoCpqu8n89MUyr1rqlcihqtUzznZ/jzF+ZI6p4HiwuERjbgR8MoagaxvZt+IuL1E+eunJUs17Hbzag2aBVraKGQiiahhoOo2cyiGYTY2QENI3yu+8Q/crrKKEo/kolA6VWwZmcpHF+AmvXLoRtg+uApmE9cABzeIjGpwcJfeERFCuANjKCky/gVypgJFc3Q08ksM+du6JCwtpuXr5jIy5eRO3tu2ZJrqilMtYT4dxilclcnVjAYF9vZN2CWCEEF3M1omq7bedS3SUb0pGLzKR7oeH6+JcWWQpBs4NKWd1vCgKzuYhSXwZ8sOLYoQF85epwSCtNgNr+3iqGhXIp31/VUYoXwV6p/DLzGdHhZ8jVW/jnfsruxBBPPvprZMImM5UWPzo+z7Z0mKFkiF+cXWTfQJxntsmL5vUiA9ktaiQeoC/ag6mqxMwgQ3ELc5NMq+7OhFmqtDiz0nN8LBthb+baOZOd4laK2TRcn0+mijw4EENTFT49n+PL+/vxPR/H87FuMOKi2E2aP/8ZzkoHrbWEpkEsTnMpR+SZPbDvgXbsWq5cPTXvX6qhqCBaLdxKBUXT0IeGUfr6wPNwFxbA9TAHBtH7h/CKRcTyEnpugdaRw9iFAqqq0Tx/fuWp2ikArZlZ3MUlnLk5fF+0UwccDy0eR08kUVbyYhVVBdfBr9VR4+18Yd9xUEMh/HoNVAUtEccplEDTUIZGrngJjoBoPEHatjjhV+iLBbAMjZCpkW84LNcddqeDN9gTN3cmV+eji0UeHoiCgA/Gc7ywO9s1LR+l7lVxPD4cb6cfPb49yUcTOd4bz9HzsEwtsJoL6DMfIvLnQVwO7gORXsTQF2nGdiFWvveqIlAWjoEeQNM1KE2C2wIrhuK3wHMRqtY+Jto1XDPC/EIdBXCL0zRP/YTqY/8X6aDBUCrE+aUq55eqWLrGzkxYBrHrSAayW9jawHWzBLEAnhA0nMtFqxuOjysE5j08dPgCJssNBqMBNAUulpoMxwNXNTW4HbOVFifnykwV6pSaLhdydaJhi1bLod7yeG4sdd0cTzEzfc0g9vMaBw8SGh1DWEG04RE4ePDKYFa7etReIBCei31+YvV3qmUhHAd3/Cz1Y8fRsz2on32GIjzM4W04qgbnz+GVSu3nV1RUy0Q1DbxCgdg3vwGahjM9jVupovg+Rl8/eiaNcF3chcUr4sxL6QV+qwmajhqNIRaX8YolzF4bf6U6QtX2WIikmfdDvHFyHl1TmSk1OTlbwvUF9aZDw3aJPzxAb+jO02zSIZOgqfHBeA7fF4RNnVSoM3uvS5tL1NB4ZV8vqgK9YZN4QMfSNRnENmbRTv4Nwm1e/Y/VBZTTPyA49gr11IMAKL6DXpmC5VMIt7V6uFF0A/Lt6gSKGULoATAjNH0VTVXYkY1QbbosLpylpz6PmRhhWyrExeX26G02apEMytBrPcl3U9p0zucbTOXr7OyJoipwZqHCeK7Og703HpUVCJSVw9Xa23e0DYUGb51aYFdvlLCpcWiqyOPbUzw2GLvj1sKjiSCPbUvyy4kCk8U6ffEAs6UmC/ka/fEgns9165A4Z87c+MkFKJ6LX6kgpidhbA9+Kktgzx6ap05dvl8whBoI4jcbqJaFZ9sE9x+gtbC4ehfVsvALefRMZrXDlxoJ4+WW8QoFWhcuEnnqKZTRMbRqGVEq4RcKuAsLaPv2En3hOWo//AecXAFF11GjUbRYlPoHH2D29eEVi7izs6hWAHFphFi0p/P1ZBJj+yhupYqqaYhqGffsGZRoDDWRQA1Gqe3cz4npEomwSTps8sBgHNv1mcrVCOgqT+9I03OXQWc6pLOnL8b7pQYAu/uipOTJS7pH+iOXL8KGYrdQZm+TU3HRJt6CawWxlwgfzr+FGenDNrMYXhWldBF8D1/VUYIZFOGiuA1QNdAtFFUDzcTXAoRMkz29CgFdJWJoJEMGgcYUZ9RefnF2CUvXSEVMpgt1PrxY4vnR5PW3Rbot8sgqbTq70yE0tYfRRBBFgf5EkB03aRggEBxfqGHpKjvTIQ7PVYkF9Js+7noGYxZDyRBnV9IbkmGTnenQHQexAE3XZ7bUzvsdSgSZr9gg2m1snx1LE7rOYjbVd3ELVy5WUAwDLRRCFT5euYwzMd7uugWYyQS6AGVoBOPxJ8H3aa4EwkJV0Xqy+JOTEAgQ2LYNX9MQK49FVaHZwCuVCT74II3x8yi6gRKNIaZnoNVCNOqUv/99wk89hVhawl1eRmgawUcfxS0VaX74EW6p1H4+Xcfz29uoxaJ4rRZaMomezSJaLYS7EsgqCqgaoRdeQNUNyj/+cbuFLqApKrRaqI0GmdceoDaY4ehUE0tXGU2HSAd0BqIWNdu9853zOacW6xycLBIydXxfcHCyQNTS2dsFfcslabMxq1NQvXpGSsVHs8sovo1QNIQeRCmeQ4m2MBc/Q03vgEAU4XmI0jRCsdrBrBkGu9a+kG5VUM06uDUifguXOIpCe3GxU6MnYrK7N8ae3giJgM6HFwrsu8mginR7ZCArbTq6qrBnTS7inlvISyzbHp9dLGB7HhczEc4vVUmFLQZiFoE7mJKzNIX0ytU3QCpk3nWd3rlqi7lig129Ucotl6OzZSpNF1VV+OB8jhd2thsmXE1ZXaSgWBZGwMJbXKR17Aii0B71NEa3oycStCYn8Rt1au+8jZHNEHjxZfRnniO6azfu+XHcuTmIRQgMDeDVmzjTU3gzM2jBYLsmrKLgTM4T+uITNOcXAAVjaAgUFVGr4Ns21ugoKKDHY9iTk7jLy5hjO3AmzqMGg/gtu10BwXURroui2GBZeOUKimmi9PYSeeEF3FwOZ3YOxTTQB4fQBgZQg0EaBz8j9OST+JUyfr2B3t+P1tuLMC0WzkywPL5I3yPPsugqjC9VObVQpWa7fGEkydnFCh9N5OiJWXeVWtAbM+mNWzw2GMP3BO+fz9MXs27+QAQNT6xMAwsariDYkdU21o8vBOrK59MXIBdzS+tNrc5e8bMiPIz6LGphop1W4LUXnJLcjlGbwQ/3Q2kKhIeSO4tiRWHgEYTdQFlYgOblSi4IEMkR/PwFlGYRI7UTJ5Bp/x3VwFQVntuRWp3fe35lMa+0fmQgK0lA3NR57UAvPzg6x/mlKkFD45W92TsKYgHG800OTxVJhk1Chs74UpVEyOTxoTtPLdiRDGAc6Ccb1jk4W+Y3Hhvmxb09vHt6kZbjXTcVwlc1jKEh/IsX0e0WtY8+aJepKhXx6+2pb2dxES0aIfjooyihEJSrOEvL8PbPsV7/Kn7vAGrvAKFGjdanv8SZn0eL6AjdbAedrRbG0CBmXx/KE4/huy6u7aD19CASKfylRQL79mJfuEDjs0/B9WgdPoKxfTvBBw6gRqO40zO0Tp/BbzbQ02n8eh2/0UQ4DophgKriFUsY27bTml/EevBB2D7Wfo2tJghofXYQd3ERl0UUw8Do78dPZfDqTai37+PML/J8qEFpaIx3zizx7O4sLcdjTybEWDrEct2h9y5TC1IBg1/7whD1ahPX9fnq/p5byI8WnMnVOTJd5tV9WWaKTU7PV3hlb8+mrUXpCzg0V2nPfqRCfDJTojdqsS0up8OldeRfXjOhChcjdwJl+TSK74HXbKcVhPpQ5o8gIv2oqg52sV2VwIpCcRJqiyjbnoFwL5TnLj93IAqJ7ZBbWSOQH0frDeFpIbzYMHBri3mlOycDWUmifUKdKzXxVoryt1yPpapNwrqzr8hIwuKhoTj7e6MYmsrBmRJ7suG7Si1QUBiJt0f1nhhKIBToSwR5biyF4/g3rJNrjI3hT01S+/ST9i8cB7/RuOI+XqVK6/RpQrt2Q3ml8cDCAtb8HAxtQ2k2qP/0DZyldj6sb1kEH3oQdo7hzc/RPHWa5rFj+JUKajhM6Kkn0bbvwC0UwTKp//IjvHweFBXFCgAKfrWKMztLYPdu1FgEv1ZFMS18z0MYJtpKHqxqWWAFwGq3vFUSCfAFXuVy9zMtEKC5dkGbAMKR1dq2AFFLY29flNCFcyT37SX9yCAR4/L7lgoapILrsyjLMjTqK7dvZZGfL6Da8sjXWvztoTlarkfI1LE9H9icgWzJdjk6XcLxPM6lwkzmavTGAvSvVFSRpPUg9OBqAKmXJ9tBrNtCcWrgu2CGoVEE10YJJmD+aPtiv1WGYBKS26BVQjn1D4h934AlCzwHsrsR0T5YOAb6StqQ8FEbBfyeQZzIyHW2SFpP8kghSUDV8Tg+WyYeNHltfy+mpnF0pnTN+otrWw9erw2hpak8NZIgZukEdZVntiXWtU6voSqEVlIVLE29ebOHZBpvbf3YVuuKuqsAiqaiBEN4i4vtnNMV7oX2SIOYnFgNYhVdx1DBGR+n+uabVN79Bc7SEsJxwfPxHZfqL96j8e67mLEI9U8+wfd8tEQCRdcQjTrCsRH1OubgAN7CIqppghCokXA799X38V0X4QvQDQgGQVURjouwAlgHDqCnUqvbKZqXA3M1EMAYG7tmDVlTU3ALBRTHviKIvd9UReELAzGGUyGarkfLEzw5liYdNKjYHtU1lTg6meMLco12vnHL98k3nOveN2npvLa/BwFM5mpELJ2X92RlECutKy++DRQNzWuiFs+jODUUt94OYgGCCbjUXjYQg/I0qAqKokKjgGiUINyLSLQDU/HoP0WMvYiwGzB9EKF+7uLXruDveBVP7f4GQ91AjshKEhAzNb5yoBddVUhYOsEDvQT1qwPEUsvjzTOLPDGSJGzpvHV6kWfGMgxErnXAuvsJpabnr6Y3rL19u8TiAn4kgtHXj7O4gPCuDIrUgIWezuDmluHQYcxHHsZzfISi4BWKGPg0T16uXmBEIzSPHEYT7YL/eqzdbELRdTxDx2+1QCg4MzPU338fa2wHrZMn8crV9jSe56Gl07iLiwjHQYtGcUslrB07cPKFq1/AmsBaUVUU00AMDBEcHUPMzeJNTUI+h57JoMbiEIm26+Pe+F25o/dy4whOLtaYztcRwESuxv/z8ST/99Pb+Xgij6YovLo3u3oB04lcX/DhxQITSzVe2dfDqYUKM8UmXzvQS/oaI92eEEwWGqszFXXbZb7SYudttlzuVtfporxqbSGSGxQlkW7CsbIYvXvRz/0Qtb7Url4gfDBCoBntpgeaAfEhqC61UxGaZTCC0CiuLO6qQGUePLvd6Ss9hmgUUTwbcSlgVTTI7MLv2Y8d7L2/L3oLkYGsJK3IrDnR9l6n7Wul5VKo2bxxcgFDV2nYHvmafZ1A9u4s1GzeOr3EC7uzALx9ZomX9mSvu23X4gpBuemRatTxFA0720cwnUZMT7VruCJQhMCt1rBnZ9o5pM0m2kIf7nIOfXgYxdBRGg2c4uUAU7SahPbspvTXf41fXrPwAQXVNNAzGTzbBtfDKxQwwiH86koQi4ISCqHGoqi1GsK2MQb6qX36GdGXXsT+6OOrX4h5+TUr4TCB3XvxQysrf4e2oQ5tQ12YRVlYpH3RcOMg1chmEWZn5WEK2oFgyNJ5dV8vv5ws8O7ZZT6ayJOvtnh4OIHV4Qu/dFWhLxbg9HyZvz/aziMcSYcIXyf4rtgeZxYqZCIWj25L8vbpJU7NVxhJBDblqKwv4PhilWzEpCdscmS2zGA8SPYaOdmzlRbnlms8vT3JbLnFdLHBkyOJu6pFvVUpwgUzimKFwGlcDmKdOrSK7YA1mGinEJz/OWhmO3UgEF/zJHr7ysP3wHcR88cQoR78B76E8Nszd0IP4rUaKHarPUrbadfKm5QMZCXpNgzFLL60M8M7Z5ZwbY/9/XEe6ItsyAGrbnvUWi4/Oj6HgoLnC2q2B7dYwckTgl9OFjm3UOVXwzBdaFBqOuzKRgil0vjFIqJYxG9eWVtR0XQQPn69hnPuHKGnnkJ4/urQkWIYaAq0Tpz6XBALINrpAHPz6P19+IqLaDZxp2bQs9l21y9VQe8fwKtW8R0HhMBvtQuOC19g9PfjzF1eTKEGAmC0T/RqMIg2MIC+bx9rkz7UZh3VczCER2v8PCgKaiyKEk8gzKurBRi7dyOUzgqUFBQe7IswmgoRNTVeGEsjfMFcsYGhqeztjaJ1QRCzPRXkWMRiqdIC4MGB+HVTXxKWzlf29xHQVaKmRvBALxFL25RBLMByw+Gj8zkMTWVHNszJuTL98eBViwE9ITg+X2FiqUq54bBQbqIAu7KRu65xvN4EAiHaqTGeWOmI1WFLmgILv0RMfogI9yHGXkYpT63kwXoQG4LRFyB3Di681/6d22wv8lI0FFUH30H4DgoCEUqB00SxwriRfrxG/fIfarWPpf7wF/FFZ70Hm9nmPFpIEnBldLk+kWa+6fLZZHtkUlHgzEKZqeINimzfhR2pII9vT+J6AsfzeXx7krHUrde11RSFbMTC9jw+rankmy5RS8cTAqIxMC1ayQx6PI4ei6In4uiJBOaOUZzcSt1ZVYFmExEMoCcS7eeNRmgePYZwr5P76PsogQBuPo8WjQAKvt1EMS30TBZjaAivVMS3HbRYDFBonj5D6InHsScuYO7aSWDXLlBVFF1DiV5KWzAIPvkUwde/ih9NAAJ1YRbx7ptU/uSPyf3nPwHfh2YD7BbOzAz2yRMoueUrNs8cGkId2nZb++JeUVCImhp11+ONk4vMFRtkohaO5/PGyQVqHZ4n6/mC987nWaq0SEcsVAV+enKR5RvkyWZDxmpVht6wSfiaJeQ2h56QwQt7srRcj5NzZWIBg+d3Za4aZdUUhedGU2QiFrPFBp4veHlfb0cGsUfnqxyZr+IDh+fKnFioITpoKNK08zD9STu0tivterK1PIw8Dbtea6cTFCagMgu6BaoJiPYordsAt4lQNGjVEOEeiA2gVOcQRgRPu8bxWDPx4mP3+FVubXJEVtqUfCE4OFuhN2bRHzH5bLrMcCpI321My19Ly/FoOT5P70gTCxq8dWqhPUq6AWYqNocmS6vpoQcni/REA7eVxjCaCnIyFmSypvCFnWOI6QuML1YYi6jkg0lyxUV2CDAvXmhH5qZJ6ItfRK1VaV24SOjJJ6mfnyCy7wDWvn24772H6jp4pRLm8DDBRx5pB4/QbpwwPo6w7ZX8VA0UFb2vtz3br+nYkxXEmhxY3wctEcdvNLDn5gk/9yzO0jI+CrHXXkWoGkJR0JNJzAcfxh/dia9q7anBE0epfvAB7vlz+CvVCxonTxIY3U7z6FG0eByvZWNPTmJqKiKZxhodxXzy6dWWtZ0qoGmMZsIMJoM8NpTg4EwRVVGvUye4c2iqwrZUCMfzeX4sw2SxwXShTtTq7O2+V3wB5TVBfcv1aTge8WssBF2o2RTq9urP55drDEQtjA4qtFt3fE7OVSg1bKYLdWaLDZJhk9F0iJB+f7fz0nFTK020UwEAv15GTYy0g9nZg9Bsp1eh6rD9OZj5DHwH9GA739WutNMMWpV2LezUKCKYRvF9cOpoXhNPW5OipBr4u7+GbaautUnSBpGBrLQp5Rouh6YKKAqMpMKcX6qyVG3x+t4etLs4vvZHLX71kUESloqCwq8+PEgysDEnadfzQRG8vLe9aOCds0vt390iTwjenygwX2qQDJkUd+0nllukuVjk9HIDd2mReCSI3lg5WQpBcO9equ/9Ai0aI/7Nb1JfWALXxc/nUbZtRz9zGlEuEti3D2duhsann8LKwjHFsrB270GJhmmeancC8yoVjJER0DVaZ87C56fzRXtaUs9mCTz8MI1TZ4i8+gq0WvgtG62nF3V0DL9vkLWXC8rFCaoffQSl4moQCyAch8a5cYwdO9CCQYLJJG6lip5KYr30Kl7PAH4XTM+rCjzcH0Mg0BR4bDAOKF3RLGA0GWQoHsBQFXalQ4ymglsur9P1BQKBoao4vkBV2qOsuYbDoZX60vv7Y3wwvswnF4t8ZW8WXb0ytWB8qYYCvLKvl1PzFS4u13mgP3bNfNr7JWxovLavh+8dnmW22MDUVV7b13PdLoMbTRU2ZmUStTiO0iyDbqErLl74/8/efz3JcaZrnuDvc+2hRWakTmQmtKbWxSJLnz76dPe52J4x24vdu9mLbWvbtb3v/2Dvdmy7R9jsjLX1GZvTR3RVsVisopYgSGgkUiC1Dh3h4eL79sIDCYAESIAESACMnxnIyAzl4ZHh8fj7Pe/zFqCxgS47UNiLWjmF6NTZXamTEWxegPHn4MrvID0Y2wsiP67MdpqQKkKiiAracPBPkM1ttPY2UWokFsL9h4hKx+m4w9/La/8h0xOyPR5J+hMmPzlU4rXz68xuNsgnLH68r/itROw18jdUl/LO/fsIjWcd/vqxYbJW/BzFGy7fCboQjOVd2kHEy/uKLFU8lPkylvMhG+9+AFLSb0r0tTL66CjO4cOEO2U0ywYhaH1yCn1qL1EQAArlJHF/8lOi119j5x//CSEj9GIf0eZGHIsVRXiXLqLn87jHjtE+exbNsdGGhjELBTpXF9BMCwIfwiD+DtF1hKahF4sElQp6voC3thlnv2oaqjKNuVPGeTW729wlZETnzBlQILe3v/zCpSRYXiEAnBMnUfkCnXYHsxPclH7woBPrGtG9/PBsN3BT1fCHKGI/XKgQAU+P5/hgfgfb0Hl6LEt/wuQXRwbJODpZyyBlGxQT5k0iFuLP7ouTeY4MpRlMWgylbWqd8IESsRBXmOd2WgTdE2w/lMxttTgxlPnOT7osfwvjyq93R9FeMzeI2hxGp4boO4CUIXplAeEWYbQA6+chqMcrPPU1yIzDK/8vmP0j1JbBTqMMFzUyGg9HWPwQkRkhHHwCmRxDt1zU2AtEVg7fyH23L7jHLj0h2+ORJJSKtep172q9E1D2wtt2Tz+o3Chc70TEau0man0N5XfAMNk7OMDY/j4MTbAvo/PGZw2uan0c+MnPYGuDFSk58MzT6BfO0jz92W51VbNtpALrwAGU66I7DqpRQwt8Gldm0NNp8H000wAZEW11faiaRlQuE21tYgyUMHM5nGNHiLa3Sb34Ip2FBYLFxd0UAiObwyjkCZtNwo1NMn/yK8JaHdmsozodNDeBaLcIPzuF9tyPQAjE1ibB5gZCRsgbGy1uQefSRdyXXkJ6HWS9elMLylY7oOCaaMBmK6Domg9FxbPH/afqh1zZajOatbF0wZWdNhO5L6cLdKTE7jamXbvsR4rtZofVqsfiTpOGFzKSTxBIha4Lxm4YVfxVE8xsXdu1QrmGhms8eHaYdiiZ3WyQcy1e2lfkrSvbzG41OVBKkvgObTBGUMO89A+o9s6XrlNmAn3zPFTm4fBfwcqHsPwRmEkYOAKmA2igadAqw8f/A0y8hDIdsDOonXlY/hSEjiodhvwksrmNUhC2q0RT2Z6I/Z7pCdkejySVTsiFtRqltMOR4QxvTW9yZrnK4MES37N1674gfA957izN8+fiDNdrvzdNnEOH0I6fhEqZUd2noYcc3LnKWmGQ2bUqkxcuoGZmbno82elg5bJoUYDY3qT+u9+hNA3LNlHtFno+R7SxSVguo9k25tgYUaUSpxhEEf7MDLm//Vu0dBr/0iX0QhF//ip6Po81sQeaLUAh2y38uatEQUD65R/R+uhjws3NL70+c2iY7Pg44cgEyvtq8XojqtNB7PadXH/jl2odfnt+jZNjOfIJkzcubfL0RIGTQ+lvNX2tx8OPLxUfLVT5h89WGC8m6EvZfDS/zQt7+/jXjw1jdivM2+2Q313c4KV9RQxN8MblTV49EMfjvXKgn/98apmGF2IbGj/e3/eNM6AfZJKmxi8OlZDECRS/OFzC0MR3KmIBzMqlW4rY+Eo3jtKKOmiVGQj92PcatmH54+742u6HPlmKBe3M65AeQY09jxImFPejNAtVX4PVM2iDj8feWCFuucojleLMeoOJvEvS1Dm73mBvMfHIjpr+vukJ2YeUSCpqfkTa0omUoh1KkqaOLh4OH939ps81+dXRQTKWQcrSSViDFBzjkRSx+B2Cd96iMzf3patUENA+cwZzZwd7/37Gt5cYbG0gL19gT2aJoVDBzPSX7meOjKBFEc0338KYmkIlFHrCpXPpIuH6OqLVROgastVCNpsIIdCSSYzBQZASFQQEKyuIdJrmBx9ijo+R+tHL+IsLtP74Jqp78Fc7OwjHJvcXf0Hj09OEt7IKAMHqCo3/8l9I/Lf/Z5QWfxkoXUdLpoiqldvvGyF2n0vL53eXG9OOTto1+eRq3Hhm6Tp9KbsnYntgaYJDpSRb+4r84eIGl9frHBzI8ItDpV0RC9DwQxqdgN+cX0NDI5ARNS+k4JqcWqwQRBJNCDqh5NOlKs+NZzEfwVixzA1jvO+n1ep26NJHW/3s9jkJfhuyI4j1c7BxKc6KTRShtR2L2GuDU5xM7IsVAvwWOFlUp47cmb/Fg3afLT1AqKe/dO1SvcMHs9tcdC0Gs3GucrUd8OO9hV627H2gJ2QfQiKl+GipwqX1OgeHslzdauJHkslikoSl89j34E96EBlOXV/CG01/OUv0XrPW8OlLmBgarDUDSgnzO/E2ypkrtxSxNxIsL2MXiyjPw2g18IGoVsdyXcKEi2xdH+8qHAc9lcS7eAnnyBFUrtuBKwTK90Eqolo9DiLI5eI82jAk2ty8bk3IZhGGQbi6BlISLi3TeO232PsPxBXiXD7On9zeRgpB89QpwsUltELhpooydCseShJubxHNzaDvO4CwLJTvoxeLXylkzeERoo6PkS8gBoZ2v0OylsGx4SxvTcfV36lSksH7MNTifrLjheQdHYFgxwspODrfdILcD5VAql0/byjVrlc1aek3ndQYepzjfCN7sg7PTBZ4b2YbiHh8PM/+oks7VDQ7ESP5BC9MFXj7yhYtP+Q206x7fEv0sIHyruVZC4SdQuhGfHzptECFcepAbgz8RhyxZThgJaFdhr6D3eauDlSXUe0dRHoozs1WMm7kujbKFkC3dkfSqtJxpPhylXU07fDkRJ5P5stU2z6ltMNTY9meiL1P9ITsQ4guIOdaNLyI//TRIk0/ZF8pja1rZByDYCCF/QguYz3ILFQ9fnt+jWPDOXIJk7eubPLURIEnhjP3tconfZ/OhfN3dFt/bQ3NMtGGh/G7wjdqt9FLAxgyIqrFvlT7wAH8mSvopRJiYPD6sTeK4gro0hKyXgNdx9m3l1DTkPU6StPQbBuRSCBbLaKtLTpzc5hTewnm55DVGv7Vq0jDwAgjyOQIV9cwS310Lk+jggAtnYqHGVgWQkmUF4taYVsIz6P9m/+K22rh9Pfhzc9DOo2eyxPdMHXsRqyJPfjtNskXX0Tq1w93CzWPd65sYek6jqlxcbVGxjF4/D6/X/eK5XpsjXhyT4G0Y/DGpQ2en+zjcOkOp2X0oB1GvHFli339KYbSNn+4ssXRoQyDaZuPl2q8e2WLPX1JRvMJPpjd5vXLW/yrk0NYXbG73vT59GqFaz15Z5crDGcdRtI2r+7vQwEJQ+MnB/rRhfhWx2TF9VOUGy/3gGt7Q0/m0YIGbHwWC1dNh8IkenYENi+gvEo8qat0GHZmEOMvojQNsfoZzL8dP1RxL4z9HNWqQNhBzP4RrTAFO7MozYzzZFMDSGEg8pN42f233CKpFJ5/PWGmE0rCOw+c6XGX9ITsQ4lgf1+Ci3mXSCnOr9XZX0rRaAe8vK+vJ2K/BwquSTHl8PlyBQDH1BnNuvddFIXb24Q7t/GGfQF/Y4P0Yyfx5udvEn/XKqAinUHkNLRkEiwbva8f5V4XRlGzhTU+jv/56e4vIoL1jXhpTtMQloX0PFSlAqaJiiJko4GeSuK3PaIgQAlwjh0j8jzIKPR8HiFVnFIA8Tjb0VGChQWk10EYehzF1W4jEgmMUgnn2HHCVhNV3omnjI2NIXSNcHuHG0sezoEDKDdB6oWXkKMTN+2LgmsymHV4YjxP0tL5w/QmQxnnvr1fG82AvGtgaoL1lk+fa36rKV2uqeOYOu/PbseVcV2QcXuH87uh4oUsl9ssbLfIuibllk/aMRjNOhwbTJF9fg97C0naQciBUpoDfe6uiAUIIolE8eOD/Zi6xh8vb9LpqhX3hvipb9tgWvMjPl4o88yePKFUnFqs8OxE/pEeHHE3RGYKpzCKmP41WruMCNtxbBZAfRmhaZDfg6po4FVQZgIxeAI1+wdEazsWvLoVr/xUFhDledTAEdT4i4izfwfhEDQ3EUKDRJHQLcDgMTojLyH1WzfrrTZ8zq1UGcg4DOccPl2ocHq52rMW3Cd6R76HkEgp3p0vs1r18EKJQPH2lU2enypydrXGU6PZhy6u52EnZWnsK6XYrMdJCeOFJIW79It1IoXdzQe78fJXEt3lMIbBIYwwQmga7Q8/uDmDNQwgFAjbRisU0EdG+dKURcOIq7JdL6vqdNCSSaJaDcLry2/O0aN05udiO0LHi4smQsTjZiPJtaO5yGah1di9n+66BPNXkb6P0HXwvHiErqaDphNubRNtbyBNB/PAQeTmJsrzEGMTWH39qFoNoes4x49iHD4Kw2NI+8vTd1Kmzq8OXx8L+qdHBu5bTNRKo8Ovz66xfzDDcNbmw/kyY8Ukz49lkQqWah57su5d2YEKjsFjYznemt5CAQcHMox8B/aZR4mhlM2rB0v89vwa5ZbPSN7luT15tO51Q9esSa7BaObLgmU0cy0eL7Z0FB4bueVgg2/L3E6LKxsNyk2fUEK17TOSS3CwL3HPn+thRA8biM0L6PVV8CqxHeBGVIRobaH2vITqNGJ71PbM9aq2jLoNXwIsFzQXvDpi5VNUog/69qOsFBgOqjCFcksEIy8S6rdf/RjNWLx6qMRQ2iZh6GRdi9Gs0xOx94mekH0I0YVgMOuw3Qo45BocHsoglcLWNKrtkEDeoQjqcc+Yr3R4f3YLx9RJWDqX12ukXZ2nRrJ3VOVr+BGvX97k8FCaobTDa5c2eGw0x1T+q0fSao4TV0Rv9HDdDiFQjov+1LPoV2fRszmC+Vk6ly4jW030bBZr3z6s8XEi00IZX86sDLa3cZ9+ElmvEVWrCMNAKRX7yTQNpMTauxfVaiG3d7D278efv4pqNFCaBqUSejGPrNRRgLJs9FQSYVkITSOqVLi2VCiEQAGa4yIsEzQ9TkFYWMKamsKvVBGJJPbkBObEFFJKsB20oSGkk+TrVvJuFK73M+s05xj0p20urFS5sq6hGxofzGxja4JmJ+Tyep1XD5XYX7hzYbJQ83h3ZhtDF1i6xrmVKlnX5NhA6r69jkeNRhBxZqW6+/NqxWOh4n3tZ+5Gbo7Huz8V0mMDKertgPOrsQ/08fEc+4s9EXsNvXIFEbTiY+BNIlYhZISQIagAsXkJjv0NolWB7Sso3YL8RHy9DFFWMvbOhn488atdgT3Po9CJCgeQmo1slKFRwzRTBKM/ve02CcRNn+cDvffrvtITsg8p+wsJ9uRc/EiiC9A1jU4osfRv58Xq8c0oJU0miikeG83imhrvzO4wUUjc8VJ1K4yotgL+eHkT1zRo+SHlVoDMOV9ZXTf6+rAnJmhPX/na57CGhyFfRAkNJvej75nCeOJJEp12nDTgJiGVhu0t1NzVL91fBAFUyrRmruAeP0ZUrqLaLYL1dUQyiZHPYw4PE66s0OnGeRn9/fiffQbEDWCy1URW6+hDQ4TdBrMAjcRTT+Ffmcafm0PP5dBNG9XpxDNsNS22LAQh7skTBJUK/uIC2sg4st3GW1rBOHwcxvYAfK2A/a5JGDoHBzOsVj2CSLK3lMLRNT5diK0dI/kEI7eo+H0VWdugkLR5eiJPwtT5/eUN+h6yZrXvm6YfUW74HBrKMFVM8tqFdTbqHSZyd1gdF3wnFba6H7FcuZ6JvbjT5vBAmtRDlol9P9AIMFY/hcoiJAoIZNzAhYIo3B1NK0w3bu4yXWhcgL59sDMP9bWugHVRnSai00BdG7mtWyi3D98toeobwA2xf+vnsAaewDfz3/2L7vElekL2IcbSBJZ2/WBm9TLq7jvxkj+AwIvkbjZkwtT52YEioltN/MXBvt3Ld0IpYfHywX5+e26Nlh+yp5jkiZHMHT2Cdegw7ZnZWPTdDiGwjxxB3jAiVmk6KvvlmeCifwBreBh/ZeX67zoe4dwsst1G+QGduXmiVovUj36EViiguQnQBHJ7C71YxC0WMcfH8a5ciau1pomWTGKOjdG+eJHk0PUxjsr30Sen0DY3MIpFkCqO4boxvcA0McfHCVstgoUFLMtC32sh27EYlrUKgj13sLe+e5brHd6a3sTUBRnHYrncIkTsNu30pSycu1xBydoGf3p0YNez+ZfHh26Khurx9QwkLf7s+BBpW8fUBH9xcoicZdyRiN1qB5xfa/DseJaKFzK92eTZ8dxNE83uFUsVj2rb56mJAn4o+Xypwmqt84OuymrKx2osYngbWOufQGenmxUbQKofEXigIpThgptFBe24qaswCZsXEZ06yk5DbgzVrsb3ExpEHaB7jJRRPBCh/uVca6IArbEC+Z6QfRDoCdkePe6Qa8v/BwfTjGQcXru4wcnRLHu7S0g3Cte7EbEAtU7IR/Nx05YmBAs7Taa3Exwo3kEX+tAIqZdfpvHWW7f2zApB8vnnkWMTd7QtSmg4zz5H9OtfE7VbCCkJr87HojGMJVi4uUnmV78k3NwgLO9gGgb+7Gw8tUvTMPr64sSCwQESjz9OsLyCyKQRlg2mSbC4iBgZRXWFqF+pknz1Vep/93f4i4t8sZRtDg5iFAqEyysgIFxbw00mCcrVW72EB4qCazJeTHJ0ME0+YfBfL26yutnkQClFO4j4bLFCIWHdtTC5sfGoJ2K/GYUbGuSKzp2Nf1XA+dU651ZqVNs+5YZPMwgZL7iM32Vl/U44MpAi65qMpG0UitG8y0j6h1t9d5pX0efeQK8toIsAsXkBqktxTFZmGBqbELRQ3ZgtsT2DupYPG3ZAs1BBC2HYsHkRcuPglcEtdIVsl8wIUhiAf8vtEFFwH19lL5vibugJ2R497pBWKKm2A96avr78X2nH+ZDfthDjS0UnkDy5J89IzuW359Zp+xKFuiNRrKYOkM5kCedm6UzHUVbCMLCn9mLsnUKWhribA2OU7yPxJ3+Cf/pT/M8/QzYaCM9DNhvo/SWckyepv/8BmuuSPHGc9qlTCEPHPX4cf20trqhKib8UYipI/9mfIZsNGqdOAxBubWJPTRJ2haywLIQCfXiYxPAwst5AtVtxDJfjEGxs0P7sM0Bgjo2hJRPQuf4Fo2VzX7nKu9bwybsGtq6xUo/zfq3vyEfuGho/3V9E6+7/n+/v50zK5rGRLGEkObtWZzx37wVQj29HM4ioeiHDaZuaH9EKIgaTFgJ4YizH2bUa787uMJpz2NOfYrniMZy277nfWoMbxtqK7yQT+9vQCKJd20MjkKTMe2d1c5oLaBf+Hi2oolVmEe0tVH4CUV2KPbKVq5AagKiD0PTYZuBVEaaL0g1AQf9+xMaZWPhaaUS7gsqMoLwqIvIRqQGk24eUMq7o+rcWssq4P+9DKBWfrtQYz7sUXJNPlqrs709R7KWS3JbennnEqfohq7UOB/uSVLyQzabPgaJL72zv7iklTF450M+vu8v/Y4XEHS//fx19rsmfnxgibWpoIl7mzFjGXT227BtA6xsg8dgTiMAH3UTazjf2jKp8EfvppzFDH833kPUaQjeJOh2C5RWMfAFncoL6b19DhSGa4yAsG2NggMQTTyB0najZQClFuL2JNrYH+7GTRKurKK+D0A0018Xetx9zeJDW+x+gWm28mRmEZSIQRLXqTWkIoFCdNtaxYwRLi4hkGj2VQgwN31bIrjV8/vnsKiOFBHuLSf44vcm+UpofTRX4rtzk2g3vZNrSeWFPd0nS0K5f7vHAECjFG9NbbNQ8Xj7Qz2eLVWpewF+eHKbgGFS8gPVah7rnc27Vpx1InpnIEyl1XxsHH3TWmz6vnd/g2b0FkpbB6xc2eGl/kcncnTfQ3Q5NhWhX3wQZoNVXEVEnrr72H7p+I6WgvgK5ifjn6lL39xJKR1CtMtgpsNLxFC9EnA3r5FFuHyBjv61Wg+J+otulwhgOYXrsW7+mW7HRCji9WObCSo2hvMvcZoNmJ+TV/X3f2fHqYaMnZB9hJPDuzA6L5RZ1L+TKRp1GJyRzYpjB5A93aeqbUuuEfNBd/tc1wVK5xaWtJof6EtyLE4NrXc++VOS6Yx99qW5aQr4TlGmjzG9WLdDCALG8QHhlGn/2CuHaOqrZINreRiEIa7XYvqDr2CPDhJtbyGoNlERKiWy3sYcGab7zDrJeR7guWBYYBtbUFOaeScyDhzAyGcyXXwXDRBom0cxlomoVe98+OvPzKD/oVqO/3E+jJZKIhItsNBHZPM5TTyP12y8L512D8UKSshdwermKJmCs4NLwIzI9X/kdc+MUrBsvP4qYQnBiJMvvah6/v7gBwGNjOZRSnN9sUm0HHB3KoOk5lncazGw2+VdPjGDfhxG0QXccedEx6EhJy5ffyyjYLyKV2m1EVUohhIh7rJTiD5c20ITgWqDJvcBqLkNjHT1qQ2sLoeITXFVeQOx5Eebf7KYWKAjbcQKBkqDpKCeLSvUjmluotbOoiZcQV9+FZAGBBpGHNNOgFEIGoBmogZOoxq1HZjP8GKF+fxJChlMmP9rXz5vTm8xtNuhPOzw/me+J2K+gt28eYTTguckCKcfg04UydS/kmYkiA8k784L1uJlAKvxQ8sR4nj8/Poxj6niBvKejJ2t+xD+dW2e23Kbqh/zDmTUWq97X3/EeoG1vELzxWyr/w3/EO/MZ0do6wrZAKfz5ecKVZYxMCmFbaCiirS2CpUVAxakHYYhz+DCN37+BbDZB01CdTpw+EIYoz8O7cB65soxx6DDSSSCvRXxFcXexv71N8oUXEK4DCLAdhHH9S9uamEAfKBFWqohUisTzL6DGJ7/yddm6xp6+JKcXK3yyUGa8L8U7M9u8dnGDVniXObw/UFYaPv90fp1qJ2Kp5vHP59ep+4/2vsu7Ju4NJzqltM07s9u8Pb1JqBSX1hv88eI6R4ezvHKwxMJ2C/8ez6HtRJL35sv85uwaqw2ft2Z2+Oeza+x4dxC3dx/xIskbV7ZZb/q0wojfTW+z2QoYSFk8M1VAKYik4uhwZreH4Nsi2vEJhQjbXXXczaLemUZFAUy+AokCaFYcoWUmQbdh4Chi4DiisYFqbnXvq8ORvwTDhfJV2LqCVl2IG8SO/UvU4HFUdfnWG9J3gE7/k/fkNd2KQMJm47pXt94OaDzin7Vvy/d/Wtfje+DRraTcT4quyZ8fHyJ1bfn/xBBp8866nO+Uph9RaXV449IGlqHT9kO2WwFjWZv7+b5plR38D95FLixgGBqdzz4jXF2NG8VeeBGjvx/p+4TLq1jjY3Tm59GHh+MsWdtGtVpYw8N0pqfj9AQpwbbj5jAFquPvlmbCjY0vVVqF4+7+vzM/j/vYY3F1Z2sLggAtkUAkE4SbG8hyBWvPJO6PX0VO7vva17ba8Plwbov9pTRnV6r8p48XKSZt/vbJURy9V5H9ehQbdY+Nmsc/nVvF8yMUUPVC0o9oRTtQijcub1L3QqZKKRa2mvz+0gY/OzzIm+1NzixWaHYC/sXxIZ6byPPm9DbyHo+FW6x6fL5cZf9gmtW6x//04QKTBZdi2iJhfL81qI2mz9xWg6Vym4xrsln3SDsGUTHBBzM7aEKgaXBupUpf2r6rjOTbcsP+FSgwbDRNgFSwMwPZMSgdi5u6NB3yk7GwrS7HldlkCdEqo0afQsy9GT9kehgmXwbDRhlOnG1d30QNPx6nGJRXrmd0pwZQA8fp5A8htfvnU95qBVxaqzOUddnbn+SdmS3OrNR4dV/PWnA7ekL2EUYC78/t0PBCHh/Pc2Wjzofz2wxk7J614Bty41L0jWHo94qhlMXL+0u8fnGdth+yfyDNiaH0PXt8zWsil5djv6sQaIUCYmiE8OJ59Cii8cF7yJaHanczE5Ui2tkmKpcRhoGWyxJsbKAlEvH42WQynrwFGENDtE6dQstkkc0GBAHoBkpJULEM1/N59NEx/NlZzD1Tu99NYmAIPZFASomwLDrzcY6tlkzGzV6tVjz6FnCfeBLyRdgzdUevuS9hMl5IMpJPEIQRczstRrIOE4W7m6b1w0VwYihDtR1/wQK8cqDEaObBbjr6NphC8NSePCs1jydHMiz2p9hpBdi6IJIKQxOM512Gsg5JQ+PV/X0YmrhndgulYKnqsVxpU/NCTi1W6IQR+/tTnBjJ4nzPQnY84/Divn7emt5ksx4x2Z/iqdEsZS/EMgUvT5ZIWjq/u7Bxz3LNNcPGaG+idXbQZAeCDrS2Y5GaHoLaUixgEZAZBRlAeS7+2W8itDIMHoOr7yBkgDRdaG1BawtVmEKG11MIhG7iP/XfIcdtROShhEZoF5DfgWQaSln88ugARdckYWqkbINSyrrnIlYqxXozYChlEspYQA8+pFnUPSH7CKMBL+wtsFpLcrAvyb6+JJtNn8GeteCBpdqJ+PhqHJSvCZjdbLCnkLiraUO3REZw6QKtT08ReTdbFZzhYQg8Gr/5LVG9iTB01A1NDp3paRJPPE7z/Q/QXQflB+i5LOHqahyttbUVj661TGi34/Gyjgu6Fo+ZFRrCtjGGR5D9AyghCDfWsaSMhzMA0nZwjp+g+cH7GHsmCGZmUH4ntijcgLBtjKFBrGdeILrF5LFbYWqCx0az/NPZNZRSvDhZZLnS4rcXNvjTY4Mkv2dR8DCwUvOY2WjsVtI/W6owkLHuy8ncg8Jw2mYobSEQjGcdhjIW/3xuAz+KeHaqyNnlKp/M7zCac+m7x55VIeCZsRw7TZ+3Z7apeQF/cXKYtUqL353f4E+PD32vXeytIOLKxvXR0ivlNtvtgIGkxV+dGN6tGP/1Y8P3pHpsdTYQO1eguQFE4JURXg0SRQg8CNpxQoHsJgz0H4S5tyBZgvVz8e8STciNdb21sf8eGYDpQNhBi3yUbsc5MeWrEAX49gB8D1+XYzfEuI1n70eiSZyMcGqhzI/29bPd9LmwWuMXRwfuS4Tc/ebRPQr1AOKqYbYvfpvzjvFANAn0uD1eGNEJIp6eKFBK27x2YZ1mJ2I3V1BKtJ0NwqsL+LUK1YSNzPehDY8hU5nbPKqCs5/RvngBK5/F8ixkrY7SBMJ2EERE5fKulQCuj4cFUGFI6/PPST73LP7SMsJ2dkdBRo0G9t69hDs7RPV6vBwHKK8bq5XNIiwTfWAgHsZwraP7Fquw4tAR3HqN9vnzmPv2I3e2ibY2Ud3UAi2ZJPPXf4N2+BhRJndX+zVlahwdyiKV4vhQms9WaliGRtLolWS/HsVOKwQBvzgyyFbT5/OlMq1O9EgLWbg5D9oUGj/e38d2K2Bv3mUs61DrhPdcxF7jaqXFWrVN3jXRBPhBxEv7+1kpt0nb36+lo+yFbNQ9Dg9lGMg4vHl5g6s7bQaS5k3C9V6IWCOsY17+R6RXRR99BmZfi0vWURBP70oPxpXXayI2Nw7VhTiKKz0IpUOw+llcrS1fBd0Cv42ghdItlFOA2jKCuBKrnBwytwfRWIXE6Lfe/gcTwVje5dxyjTen44EPAxmHovtwFrke7aNQjx4PGQNJi788OUS6O2HoL0+OkLM1QCA6bcKPPqA5PQ1KoWkCzbFoX7iM0nUSzzwLBw7vislraOUt/LlZzE6b1ttv4q+to2kaKorQHBv76FEIQ7SES9RqoyIZ+15viL1SfkDzvQ8wBgdIvfwyKgzxFxYQmoZ96CC1f/onhG5cF6o3YAwMInUdYVm7+tUYGEBp2k2CVukG+jPPkxoaJpi+jL+cQCsNoOkCe/8BjIOHiErD3yhOTCA4NphEqXil4uRQumsr6AnZr0dwfDDJSM6m6JiMZR0miwkKP8CT4pxt7CaKFFyTwn364vciyadLNZq+5G+fGuWd2W1Wqx1e3GsylU9874kRI2m7WxU2MTVB+sQw/a7J/fg8mZUrqHa8ShVZKfT+g6j6Grh5hFeGMAV25rrFIFWCzUuxoK0sxNdNvhKL38Zq7Hm1EpDsQwkDmjdM7ooChJJgunG81yNKKBUF12S04HJpvYEuYF8pRfIeZv5+l/zwjkQ9enxDVuodtlsBxwdTLFQ8Gp2II6V7E711I1n7+scy3628iCgkeP9dOjMzt7yPCkKa77xDSjdQ+w7efN3MNNHiVdoff4ySEiOdRnU8hBE/tmw2CZeWIIrQXAfZbiM07fqUMCFicWwahJub+MvLYBp4ly5jjY9R+/VvMMf3YOwZx9xYJ1hdAyEw+vowRkaJwijWt6nrXl9z3/5bxvIoTYc9Uxjjk1itRtw0ZtlI2+Hb9u0KxK7O1n7AWZ/fBIHYnXylCX6QIvZGpAI/kjiGhlSKQKp75gUF2G6FdIKQyf4Eny9WUFLxxESe/oT1wJx63dhnMXSfei40QrT1z3fPd0XkEZUXEZM/RgRNtPoKwnTATMUWgdoqlGcBFVdfDQcaG1CeQ408A8X9iPZObCwoz3NTcJNmQGoAabiIytX4xPwRZKHqcXmjTtI2+ehqBV0T5F2Td2e2SNkGe+6LleH+8mi+Uz163GN8qXh3dpudpk+l5TO9XkcIGMyMfDdf6uurtxWxN9L++CMSY3uQdnww0sOAxjvvIDc30ByXqFImWF6+uQNY19GzGfzFaty81faIUGiJBCiFNT6GMC1k4BOsrWMODdG6eAlzzx6sfXuRrRYimSRY3yD985/T/OBDlO+j5XLISKJ8H3NiD6qbEGBPTMLg8Fe/ECGQyW/e5NYKJIh4abMRRJiauKdCo8cPF6ng9GqN1arHqwf6OLtSo9wOeGVv8Z79jY2kLZ7ZU+D3l+LIqdF8gieG783wlYcJLfRQ3g1jqBWgmWBnUMW9qLHnYOMsYnsGGj4MHIn/rZ2DjXMQde0Gmgkrn8LRv0DVV2MfbKHbLCr02KsvJTL04zG2QkOY336Iw4OGBBbKLWY3m4wXk1iGxkTR5fhIjvmtJv0PaRN4T8j26PEFttoBSkF/wmS96WNqgoJr8tODJf7x7CoXVmsIAb84PPidiFghIJy5cke3jVot5MoiTO4HQK0uoxkG/vY20doqslb70n2CxUXM4Wd3s2CFYyN0HefgQWSjQefSJZTnoaVS2EePYh0+DKUBMAyIFLbv4336KbLdpnP+PO6hQ/jLy8hGA4SGNTSEyhUAsKemMJ97AXWHjVrfhFYoeX16E10Inpsq8OblLVxbv6dCo8cPl0hJ6l7AcrnF/35qhVYQUkza+JHiXllXvUhyZfN6M9V6rc1W02f4AR9Pe8+50f5jJtBTBbTcIKIyi1h+P16xKUyAm4OdWZh5PbYO7P9FbDPwq7B2DuXHxyLyE4ity7BxEZxc3AQLCDuNSg1cf97+g8jgu8nv/i7RgOf25Km2Aha2mwymLR4fzTORc9ibc+KhFg8hPSHbo8cNNIKI35xfRyrF81NF3rmyjWVo/OWJIRqdkCCMHZpKQaUdMJ61b2oIuS8oRbC2dsc3l9Xq7oJZtLmBsC1UvR4Ly9s8vmq2UFKioghr/340w6D13nvxC9X1OBPWMIiqNVoXL5P45a/QlaL6n/8TweJiXNFQCs22UYZB4scvQ9uLByIIgTU0gPHkM0Slwd2kgvuFqQnStsHl9Tr/+6kWUsHj+Rx1P8J246Xgqh+Rt3uHvx63QzFT9hhIWiQtjdlym6G0TcLQMTWN5ycKrFY9au0AIeCVA/33NFO37IWsVNrsK6XZU3T5w6VN5rdbDKXt760qu9b0EcQ+/qV6B8fQ6LvPzUGRnkRkR1CNTWxDIt79fyPSJUR1EfxGXKHdngbTjZMKqlfBLcCn/xOc/DcQNuHQvwCvBrlRxMwfkP2HEeWrqBtFW6eO8Bvo+UmixBAyNxU3kz2CLFY81mqxSK97IWdWqpSSFomH1B8LPSHbo8dNpEyNJ8fzvDW9ye8vbqAJeGFvEVMTfLwQNxz8+EA/pxbKnLpaZjyf2PWxPijc+EWnoggjl8Po78caHERJCUKggoDOlSuobhRX+/xZks89jzc9jTU2RvPtt9Hz+fhBdD3+Z5iIdBrleTTefIvk5Diir4QlJZHjgBCYY+OEV+ep/eM/A6AlXKzJCdqvvUay2cb+xS+R2cJ9ff2mJnhiLMfsVoMwUmQcAyE0/uHzVX5+ZID1msfZ5Rq/OjrAwEO6lNbj/rJS9/n9hXX60g4TfQk+mtthbynFq/v6QClOL1eptQMMTRBKxfvzO7y6v++uu/QXax2KCYOEobNQ8+hPWLiGxlDS4k+PD5F3TCxdkOw2Vn1fIrYeRLx2fh2l4KnJPO/PbuOYBn99cgj3Pq5yKASy/yi2/ADto/8A2QFEpwm1FUDGJ9qa0R1eMA99B+NGr8wYzPwehp+AK79BHPlXUFkCO43YvIQ6/Beo2jJi/fyuYFVOFjIjqJFniHYWUfcwv/tBQSpYq3loAn55bIjZ7SZzm02aQdQTsj3unkgqLmw2mSq4mLrGxc0m+/sSOL2lz+8ZQT5hone/oHRNI5+IO3N/crCfuhcxmrEppWy8UH43IlYIzKGhON7qTm6eze5eNtIpoijCn5tDlsvXb+O6OIcPI9stOpenwQ9onztH+k/+hGBhAYSG0vTdGepGPg+JJFG7jWi10EwT7+JFhOXgb2yiwgBrfJzOubOE29fnk8tWm2hrGwyTzoXzREDiT/4FMpXlftEMI35/aZMwUqQck6Yfstno4EeS/3p2FaUgn4wFQ48et2IgZXF8JMfnyxU26x5J2+DxkSwaECoIIkUxafPTQ/2cXqpSbQd3Pdlrrenz2/NrlNI2e0tp3r2yyWRfilf3FdGEuOkk6/seYJM2dZ6bKvKHyxu8Pb2Frgle3Fu8ryJ2FzePNv8mOMnYC3utUtqNAEQG0KlC1IGBo7D6OaCguQXJAow+C8sfwdbluHJbOgqRjwwlYvzF64mAUYgqLyIyo6DbhJmvHn0N8XuYMHUyls5KvUPGMUiZD1Zh40a0bj7xvlKKftdkIGVxdDDzvWYS3wse7q1/iJmteLw7s8XclkvaiZdB236eZ8ezt+zm7vHd0Agkr53fQCrFocEMl9Zq/PbCOn91YjjO5LWuZ/J+OxTazjZycyP2pbou2vAw0kl++ZYKjL374PLlr31UPZGMM2UBLfAJ5uZoffQxwjRjs233j0u127RPncLaswd73z46V66AUghN4G9uYU5OIj0vPshrOjKS8WQu10XTBKrVpLO+TuKJJ+iEAeg6IghuErHXkM0WzmOPxRm41R3CP7yOdvgo2sgY0rk3c9hvxNY1+tM2AxmbJ8ZyvDe3QyFpYWqC2a7v8InxPJmetaDHbdAEJG84SXUMDasr2gxN8Ox4Di+SpEydFycL+JEkeZcCpuiaHBzMcH6lymrVwzZ0jg1nHthEDdfS0YQgUgpdiO9kupgdVbHXPkA0NhD1dVARBE12c7VvzO8LPdiaiauy9VXo2w/bs3EEl6bHAthvIubfAsNFP/JXRGvnUTK8+UmrC4jj/4bAuF0ud8yOF/Jfz66RdgweG8vx5uVNShmHXx4uYT6g7yGAroluVFq8evWwi1joCdnvjYmcw6HBNBfX6qxWYTjncmww3ROx3zMpU+PZvQVQcKAvQSltYxvaPZ1trtXK+J98TOfq1bhZ4drvHQf3+DHE4WMo4wsVmNLgdcH5FbhPP7WbWCDnrtBZXUNLJNALBaJqNR4bq9SuoPUXFkg88wwilULL5kCJeHqX7C7bdSOrNBkRrK6gwhCjVkMvFlHNFkTx9lvDQ3QuXPjya81ksPdO4n3+OVG9ht5fQljnMZdX0dJp3KefjuPC7qFv1hCx0IBYdLwwmefMap3ZzQZJ28ALIt68vEHi6BBZ22Cp5rGvkKAdRqzWO+wtuLfxPSsubbUpJEz6EiYXNhoMZpwffBTVo8hK3ee92W2StsFYPsHFtRrvXy3zk/3xvHtDE6S0WLiamsDU7r4KZ2qCUsrmfPfnjGt+74MObkc9iHj9wjoAJ0ZznFmu8PrFTf76sftgLVAKpz6Dtv45xuK7CNNGSB80DTQbghZwG/9qpw5H/wrqy+DVYwEbemB3bQJKAgIhA5h5DW38ZeTmpZsfwynQ6Tt5y6EtN5KzdY6NZPh0ocLvL25gaIITI9kHWsQ+qvSOwN8jN35OlFJ87Senx3fC/kJcJVQKDvYl7riTUwt82I6X2YVpQ18/8gtZhFqtQus3v76lTUB6Hs2PPsapNzCefQF1w32VbmA++zxC0/C6AxFuRJgmiWefQ03FaQUiCulcuBin1QyPEK6uYk5NQttD6DrS8wjX10EpOnNzJJ9/HtnxEak4ciuYn4sNVTJCNhoI08To70MpB6VpyFaLqFJGTyXiJIK+Ip0zZ2/eJtfBHh+j9f4HiESym0crUFEIHY/INGm89RZJpeDAkTvax3eKcUNgvKVpDKRtShmHnxzoZ7vlc2a5RsrS+WChzPR6ndp4nuVym/W6h31siLHMl7vDN1shb01vYps6BwZSfLZYYSjr8idHShi9L69HiqG0zbNTRcayDlnHIOMaTBQS93Te/WrT583pDRxDZzjvMrvZ4J3ZMj87ULz/DaR3SdrU+dH+fnQhmMg7FJMWjql9IxFrRA00FSI1i1BL7P7OrF3F8CswvYh16bcooUN1ATXxAqK6EgtY042nddVWuqK0e1Jup8FKxaNq18/C8scgdNj7Kow/D1vT3dtG8RAEzYCgA7IDdgoR+ig3h3L7iPqPEd2BNNKEoJS+nrnqWjr5h3Qy1sNOT8h+T8xXPC6t1RnKuWQcg0trdc6uNXrWggeMOxGxIvBRVy7RPnuOsH493srIF3COHYW9B1CajhAQfH76a72u3sWLpEZGYc/UTb9Xtov+4o9JHzpCuHAV6lWshIOWLcDIKDJ5fSlM1KoE21vx/dwEiRdeJFpbIVxZQbZa6Nks7rGjSAXB0hJ6qURw+TJaKk1UraHCCE3TiLpJByoICFZWMQcHwXXRHJvEkcM0P/yA4MoM8ugx6HgYuSwyCJDNFvbkJO1TpxCuG08RSyTiqsoXaH34Aao0QjKXAQQ7XnjHVc5OJIkkJEwNL5QoFK6h0QzipV6poB1JRjMOpSMDWJogY7mMZGwsTeOxkSzrVY9T3Ua+Y8NZhlO39iP2Jwxe2Fvk7StbfLZYIWkbvLS32BOxjyAacHLwerPP48OZOzoul72Qc2t1nh7L0ggiLq03eGo0h6V/+W+klDA5OZZnPO9ScE3StsHe/uSuiF1v+jT9iL0Fl+W6TxhJxr/HsPqpfJyrqhTsL96dJUigsJuLaFsX4pSBKADdwuo/gG65RKvnEZ0KphbC/JsIIRCRjwg8VBTElVXTiZMK3FwsYq9N3nILcU5sdTEeR9vaBgQ4WWhXwUrGgrayBM1NxPZllFIozUBVVpB7f4psluMhCYDqO3xH7/W2F/D6xXUMTTDRl+LKRp03Lm/yL44O9I4J3zE9Ifs9MZlz8Pf1MZlPYOqCvpTN3kKiJ2IfMIQArV5H+nElU6Wz8fSpa9eHPsF7b99yyT8s79B46y3cchn9qWcR9dodDTUACKYvY4xPfnnkqxDIvhJaXwnD0Mjmk5TLTcLw5sGtKop9X8IwMF2b9ptvEm1uxPaCrp2hMzODUSiQeP4FRDJJ7l/9a8r/8A/YBw/QPn36S3FdwrIIGw3swUH8+askn34S/8xZNMtCBQHS94mWltDzefRsBqHi1ARNN0BTaI4TrzzoOljXxWKl1mb1k3OkTp5E0wRvT2/y4/0lpgpfHUjuR4p35nZo+hEv7+vjvbnYnzteSHB6scKvjgyyWGlzabXOL46UdkeLQlylBbB0gW3q4MVLlY6l3/bkRRGPdrxGJBVR7wP7g+BO3+bz63XOr8SJBuWWT7MTMpJzbzktSReCp0fjkzdg1w4DcY7s7y9v0vRCahN5Ti9UQSj++rHhXZ/+w4JA4W59AnNvXW/QAkTYxrj8j9BYR5t6JTYmVxfBr0NrJxb0UQdRXY6buObehGQ/5Kdg4Bh4FUDEwnXzQmxPSg3FgxAyw/FghLm34uitGQNyY9BpQH4SYVixsI387hZ2P/OpEkF6zx29rrxt8sR4gULCZCxjk3UNhjJOT8R+Dzxcn4hHCEMTHC2ldn++8XKPBwNtfYVg+jKdmRlUd1yrOVDCOngYMTGFMkzU9OWbRKwIQ1S9FntRhUAkEnhnzpDs70cqtfs4X4e/soLVbiETX27++trtbtRgcx3LsdAzGZp/+APh5iYqjBCOA0G4K3SjeoPmJx9R+n/8P2nMLWCM70E3Texalfbpz0DT4lGNhgHdCWDBzAzOY4/h1xoYfX3IaoVwdRX7wEG8zz8jKpex8nlko4GRyyE9D6QirJQRQsPas+cmZWDqAqO8zTtXtoikwjL0mxptbocQYOgaq5UGf3dqiVAqpvqTSCVoeCF//9kyQaRIO8atx+ECHy7EXekHBzOsVT0+nt+hP2Xf0lqw1Qr5cG6HtGNwaDDDx/M7vDe707MW/KBR+PUqta01Qr/DXstly9ZY2Kqi6SbPThUZz37VEINb/904usaP9/fzm3NrfDi3gxDw04MDD52IBXBq0zD7Jl+0zulBA2rLAIiZ3yMO/wvE/O9joVnYGx8jhIirsYPHYltBdRmuvhP/Xjdj+0B+D+x5AfxWLE7zU/FtL/xDfL0QoMJus1c9Ti9IFKDvIKLZrd4Cwi0Q7PsTQu3Oqt6agMeGUrv3f3Lk+klJj++Wh+9T0aPHd4CYnab+1pvwBeEZrG8QrG/grK5gPf0srfOxL1QohdraJFhbQ4U3NyJoqTR+Pof12OPxz7aNMHRUGCE7HbRkAt22EAqiMCKq11FSIuTNVdavQ2s1CM98RuvypVisbm2idj4jmLmCXigiAx/ZaoNuoAmB0DRUECCkovHa7yDhYmTzKMPA3HcQLZXBu3gR2WrtPodZyKNNTKBMC1XZRGQyGMkEwjAxcjn0dAbZbiGDALPYh3f5cpyYYBix59bUUEoRXLqIOTmJSmdJmjql7nK+Ao6NZhhIfr3XzNQET43lmN9q4AUSUxc8M1Egbeos7jRZ3Im3+6V9/bdMmRDAk6NZcq7F8cEUdT9iodJmJH07a4HJq4f6ybsWBUcn5RiUklZPxP5AkVHAxvQ56lsbeLUqlbUVxNAUFzcUkeGSLvaxXkvi9yexb2EteFQxogZGcxWiAGE66KufIL8gYoWK0BtLiE4VocJYlOomItUfj5L1m3FCgW6BlYbSEaivQ3M9jtuCuLrrZGNhWtwPo0/H3tj+g3D6f4ntBtCd3qXiyq2bhyiEdgWEgswQykygph7Dz+0jNO42O1bc5nKP75KekO3R4wtoW+u3FLE30rlyBTPpElVr8WSstZXbTt+SjTqtt94icewIZsIhWlsjarcxBwexsxn8xQXaVxdQSmHk8lj79qIViij7zsdRaq0m3u9/R7Cxsfs7e2SI6vvvohpNZLOJMTCA5joo34cwIqrXQAiM/j6aH35A4plnaJ89hzE0hD02ir+1hX38GJrQUEqiZ7OoZpPGH9/EKPUTVatoroueySByeYJajfSvfkn79GdErSY4NsK9bg8QtoU5MkrU9gCFPzuHdeAAO5isSwtNaNgGnLpaJmObX+vD60SSN2e28AJJwjRoBSF/nN5ioi/J4k4Ly9DwQ8mb05v86sgAxVs0YmRsg8eH4y+vvGOQH/zqL7K9+evbdK0psMeji0AhoxCh6Tcna6iItUtnqK4usXDuc5SUWG6Cdc9gZ2eTZyd1KvVVLs0oDg6kb2kt+Cq8SPLH6U0iqXhmssDphSpvXtmk+ABbC4yoibVxKs5xDeNBK3oyhzbze/T0IGFiACV0jKCOVluMx8wCjDyJsDOw+iksvNd9MCuupkY+9B+AT/9nyI3H4jQz3H1GDdwstMqxmA1aUDwAGxdi32xzg5uqwFEnFrVeGTKjsDOPeu6/Ixj7KR0j993tqB73nAfzE9Gjx/dIODt7WxErWi1kpUxUq+J12qjtbTRDx19aAt24zUm5QDN1Wm+/Q2d6mqjRwBwewr9wnvrsHJpjY01OxbaDdhPv1CfYe/dBow754p1t84WzuyJWhAFyfY0wlUQzTaIwACkJFxcxJyaIwhDZaIImMEdHCau1WNxGIXoyGd9XgHv8GOHmFt7yUvw429uEy8sovxOL9zAk3NxE1mpozSZaoUjjs8+xJicwOx3MkRE6s7MIXUdLpVC6QdRuX99oGSF3dnAGR4mGx/iT/QMIAX+8vEXuDrp/dSHIOiZT/SlenCrw0UIFpRS2rpFxTX55eIClSpuL6/WbUgx69Pg6Ir9NfXOVratzdFothKaRHxomNzSGmyvQrmzR2Fxn5fIFdMMkCnz8dovB2hy/OLIXOfsZ+XQOvegwqLWAuxOyjq7x04P9NDpxs1cp7RBG8gEWsS2s2f8K5as3/V5EYSwgK1cxQg+VLCG2LsYBJqlSnBhw8R9g8qX4vjIC6QNabA+QUVx1lSFsXoTiXmhsxMMOkPG/xlp8m/oqTPwI5v4AdgoMB8Ibjje7FVoJnRpkRpHtKsKrQCr3neynh4FGEGHrGqYmaAQRjqE98KtOD+anokePL9CJ1O7yXEcq7PskTDTfoz19i8EDSsH6Gv7qKqAwBwfREgnCU5+A7xNubaOlUohkEhwn7s7verx0xyZYXsEYGsLIZpFKITwPb24OzbYgCOh8/hl6sUhYLmPk8vizs8j/8T+Q+m/+G6K+oa/cZtFq4nUzXEUYEM7NIet1DH0I2W4jkilQEuV5yGYTAKOviHBdwlo9Fu1KgR8QLi0ivQ7B8gqJxx/Hv3IZ9+RJ/JVVwmoVYdmYIyMIXUdPJiGRQNg2YbUGQkNkMkQrq7Tn50kV+3CPHce7ukAUhBCEX9r2cHuL4s9+RubE1G4D1l+eGMK6g/fX0ARPj+WQKm7aen5PPFLX1GAk65A0NHKDKfb2Je9pDnCPRxu/UWb24/fxup8VAMtNUN9cZ3PmMk4qhW4ayMgnNzBIY2ebVC6LblrUtrYILnwAQNRZg601tooJRk4+d9fbUUpYlOI0vNsmaTwoWFuff0nEArGRtItorKNHHpEMEZYTWwnm34ZkH+zMQeDF1dZr42dlCKkStMuxnSBoxtXW9BBkx+LfOfm4mcurxhVcFISd+LJmgJ2JvbMoSBRjEawZkBlG2Zn4OXuxl7s0gojfXdwkmzB5bCTL7y5tMJR1eW4890CLxQd523r0AGC23Ob0UoWfHyyxVu9wfrXOTw/0kbLufXi48ANkcIuw7a1NgtUVAOw9ewgXFmiurGD09eFduIAKA6J6Dc334ylXdtzJLwwT6brxUv36BkYuT+LgQeqvvYZumkQ726hWXDUQtg2dDtHONmGzASg6b7+N9aOXkcWB226z3NqMK6qA2tkBJdEMnbDZRE+lCDc3scbH0DJZhGGgOh06s3OochnhJkBK9GyGqNVCRdd9ubJRA92k9f4HWHv3EjkuiWNHab73flz9DUOwLDTHwSgWkWGArmkoGcV5sa0mYbOFPTUZZ99+aWcLnMNHMA4eQdwQy3UnIvYaN1ZazRsuJ41uAweChPFgVxN6PDiEnRazH7+H17zuC09k0uwsXaWyvoau6wgUrVqZRrlMMpujNLGX5UsXEAgG9+3Hchya1cru/VenLzJ87AmE/mCL0W+KIVuxr/UWROgYbh7a5XioQW0ZYWfBySGWP4wtCJlR2LoEuT3X/a9eJf7n5KG9c93Wce36+kpc6W2sQWowjuXSjFiYWsnuiXkd0MBKxF7b1EBclVUybnatrUAihzTv1hf76KILgWVoTK/HA2QiqZgsJnnQF7R6ZYoeDzRSKcqtgK16h7//fJU/Xt6g0vJpBnfW/X+3KENHGNfP7zTXxc4k0Q0de3wM98RxZL2Gv7JCuL6OvW//9elcQYjy2sh6DdVqxUvqyQTh5gZ6Oo3a2oqX5DUNTRNE5fKuiAWIdnbQcjlkpwMdH39hEbm6SufUJwj5Fa83isA0sTJpdF2gyQgRBmhCkPuXf0PixReIKlU6587RuXQJYVm4x4+hZzIQhSi/g7VnD9Lz4qzX7kErrNTQR4ZBCLxz50kdPkTUaBHV41guYdtxHJjnESwvQ6cT7wshsMfHCbZ3CNfXUJpG8pVXcY4dwxgYwBgYwD1xguQrryDTGZTZCxHv8WBQ31i5ScS6qRQbs9NU1te6sWyK6sYafttDExrNaoXli+cYnNqLlBErly+i6xqWc90b7rdbRN0TzXvNg1BLNFrr3WlbX0a1qnF0FsSpAe0ddNNEdKrxFC6IPbDJ/rhaun4uFrCaGQtby40tAjLqWgO0OIUg6gpaGcZi2M3HzV/tCpQO3hBbKOPGMTcPG+fjZjEEqtNAJfohNULg9N2/nfOQ4Roaz0zk410sFRnX5MQDPDb5Gj0h2+OBRhOCJ0bSTPQlafkhUsGPD/YzkLw/1Q3lJrAnJhC6jp3LopYWafz2NZrvvUfrgw/xTp1Cliu4J44hLAu/ViX5wgtxBSAMUFGE0DRkvY7yPPB93OPHaX3+ObJSiQVprYJsteNMVU2P/+k6SInQ4yqz6ngQhgQrS0jPQ2yu33abhetgqojm71+n+cGHdC5P05mZIVheYud//V9RtTp6IhFbC9ptvHPnaL37LvbUFHqxiL13quuC0NAKBfS+frRkEmEaCE1HuC721CTh9hZBtUrq1R8jHDfe/htyraJyGToeerGIuXeKqFLZ/b1frSHdJMaBQxgHDhFZDn6lhpHPo5K96LkeDwKSzatzN/0m8j0a5R0ADMukWd5BMwx0w0C3TIQQ+B2Pdq2G1W1sXJ+9Qn5wANMyMW0L03XvS0N7IBXvLVRYa/r4UvH2fJnN1m1Gt95Poi9bhq6jCI0kFPciVIQImqDbiMZ6LEYHH4vFaG05/menYqtApx5bCpqbUJi67pXdle43SPjWdlxxzU+gnBTY2a7NQECiP24Sqy7Hj6FbKCcTn3APHCbKjPSy22+g5ke8cXkTpSBpGdTaAe/O7RDIB3sn9YRsjweeKzttFrabu2eFH83vUOt81cHzm6MUmPv2YaaSNN96E3/hapwJC3FcVatF5/IlvNOfk3ruWfy5q5BOk3j2Waz9++Ml9U4nrkpOTpJ45mm8zz9H7uxA4CMrO93YrVioIrj9l1wYoFptDNMg2ri9kJVra3jnzkF4PZbG7O8nWF5Gbm7hTU+jDwygF4toXUGLZdH68EOSJ0+C0PCnL9OZmyNcWkR3bEShgHPiJNrIGO5zz2MMDSHbHnoygWx3yP71X+I+9dRNAxuEZWEMDuI+9zyYN5xodJcFVRgSNRpEjcZunq518NBNAyZ69Pi+kIFP54aoOSeVZGsx9n3qhgFK4nstvHoNr9nAb7fQDQPTttleWqAwNIKmawQdj9rmOtWNdaprq+iGQadZu2kYwL1gsxVwfrnCb86t8/rlTc6vVDmzWuPePsvXo8yvbmRT7RoyNwnDj8eeVWBXZBoWXH0PSkcBCZ1md3JXFDdktbZi7212NE4wyI7GQlczuj5YE8wEdOooJwtuH2rocdSJfw19B+NKcWUhfjwng0oNoTpNmHqFKDNGO3lnww9+KNi6IOdaPDGe528eH2askCCXsNAf8IpszyPb44FGoWh2Iixd5+dHB1gut7mwVse/n2eImSzB4gIqvC6WhW1hZDIQRhh9fQjTxF9ZxRgoIas1/Lk5ME3cEyfis30ZEVSrqMvT8c++j1Yq0bl4CXvPBEKILy8LWjYqvG4hUEGIXioha3W0oVt9PSk68/O0330HI58nqFbjX2tavO2deISjqtVonzlD+ic/icVtsxlP7dJ1WqdOoff3I7uNWCoI8ReXMEdH0QYGsKII79138M6cQVg2WnfQAb6PNTlB9q//Bn9xcXeLwnYbY3sbUezD6O8n3NyMxfMttt7etw8xPvFALI/eC4S48wlQPR5AhLhpqpuu6bRqVQzTIPQ8vI5H2LUICKXQND1ONBACJ5VGKYnXiJfLW7UqdiKBUopEJs/0++8yduQoxYmDN8d4fQuGUxYv7y/xh8sbLO60GMw6vDCR/86rU4E7hJ4agMbtT7a18jyyvoI4/q/Ab6Gl+hEomPkjdKqQ6gMrFYvV9k5sJzC7toKNc3Doz+Dq+5AeBu8iIGIvrN+Km7v6D0FxCuVkUM1tRHMLJn8Uj6jduRLnfEcBpAZQAycIIwgHn0HSszXdiK1rvLy3gKkJNCH4yf4+TE174D2yPSHb44FGIDgxmGay4JK1DQYSJvtLyd0YGqXU7pePQu3OKf82yKVFVDqLNTlFuLGOMA3U6ir+wsLuEAE0jXBnh9y//Bua5y9iHTxIMD9P+5NPrqcVFIt0lpdxDh8iWFklqlZRrRb+8jJGt2LKDUMPjGKBsFy+/todK1ZHQiDcBFoYwM4myg/QmnWC1TVqW2t4n38OUYTu2Ejbxt53BHwfcyBuEBO6jmy3kZ0OUkrQNaJ615+maZh7vlyVsEZG0FJJ6v/8a6jV4ps6TvzaAQyDzqVLROUy+uAQ/uwswjIxRkZRUURQb2IdP465tU2k33yYEZaFe+w4+tHjSOPh/SKRCs6u1xnKOBRdg8/X6oxl3Vvm1fZ48NEMi1xpgK2l7omZACEEMopoVitYzvXKowJM20ZJSRRFdJqNuGp7A3YiQW5wZHf86eL5c9ipLKn+Ye4FfqRYqlz32JebARUvZPA+2a5uhxQGauhxxPSvb3m9QCCaGygni8jugaWPUbkxhB83tCIELH0Mky/HGbStrdj3GnqxUDVdWPwADv4q9tH69bi5SyrIT8TWAysV+2zP/hfY/yq0NlArp8F0IDWAzE+g/BY0toh8jyi/jyC3/7vcTQ8Ntq7d8vKDTE/I9njg0QRkbaN7WeyK2PlKm+mtFk+PZdlq+lyttHlqNPutshaFgGBhIbYI5PKYloV/8TwAeioNQhBVyiAlqtPBu3gJM5PG39jAKBYxSyWC1VWi7e24cjs0hLV3L8HmFqq7bNm5dInU888ja7XYVwoIt1u1vCZsDZ3E088QVasYpomGov0P/wdRvY7p2DTffQfddbH7+4g2NuIv1FSS5BOP07lwAX92Nn4spcAw0JJJEiMj6Lkc7Q8+xJrYQ7i5GT/XDWVEPZPGOXacoNlEnD8f2xB0Hc110TKZ60Jb0+LYrY0NrD0TCNOIhx14HYRhAh5BrUHmT/8clUwhN9ZRYYCwHbShYSI3gex+wUsU2kM4FWez5fPh3DaWoTPVn+T8So2VfIJfHir1DqwPJYL8yPiukJWRJJ0vsj43jVIKzYgtMEIINE1DSYVhO2hhgOx643Uj9s3mB0dIFvox3cRNzWPbC3Ok+oZusuR8U3baAXNbDcYLCSb6Urw9vcHFtTqlvcXvvCrr5Q7jjldh4X2+2IImTBOtMI7qNJCf/2c0XUM0VlGpPsTBX0GnAdWF2Gs78hQEDagsxmLVTMLAEXByMP1rEEYsbPOTkByMm7dWTqOGTsDCh4BAnP8HGH82vs/q2TivenMalEQkCsjScfzxVwn13kCTR4Xe8bbHQ0krlPzD2TUurdXYbHh8ulBBSsVwxiHb923+rAXS7+z+FK6uoISGSGeIyjsI3Yibs7opAsoPaH/+Oalnn6Xxhz8gGw2MoSGsqSn0/j68T0/jXbqMe/IEeipFsLQcV2WXlnCOHSXa2ibY2EA4zq6wNMfGsPZM0JmbJ/HKK1i5DJ2zn6NFEmtogNrrrwMC1WwQCWKBnEjg7ttP/fXXEbqOsO24eqrr4HnIapXWBx+QfO459IES/tISejaHMTCAvW8vIpEA00SFId7CAvb4GO2zZxG2i5IRRn8JLZtBGDpRo4lst8G0EEIQrCzjPvkUnYVFjGKRCDAKBdxnniEaHot3ZDa/K1WrfsQ7l7Z4ZjyHrgs+WaxycjhD0TW7TQUKU3vwKwEDSZOX9vXz5vQm51dq5BIWL+0t8ChPI71x1eNerYA8SCSLJQYmp1ifm6XdbFIcG2P1ygV0Q0fTDUzLJgw6SBlBFKEATdPon5iisrZKac8kURQxdOAw1Z3KTSIWoLK+xrBXx3Qzt96Au2AwZfGro0MUEwaOrpGyhuhPmt9L44sSGu3B57GTA2hb52F7Nm7istPoTgK19gmy04qjrxIlcFKIlU9i/2qyCEE7zoItHbne1JUZjX3FV34Hk6/E6Qdr52BrGqqLcRXWSqGmXoGlU7ElIVmK73P1PRg8jnrp/46sLEHkoXSHaOLHtAqP71bJezwa9IRsj4eShKHxVyeG+B9bAX+8tImhCf72qTEOfs1Y069DKYWezhCsrSNaTaJadwnettFzeWS9hp5JE1WroBTCseIRsK1WPI610STa3sbeM07zjT/ESQSOE4+v1XScI0dQMsKamCCq1bAOH8aYnELVq5gTkwhdx19fp3X6NJlf/gLNMqn+9jVkvQ6ahi4EZi6DPjpK8+03MYtFVBhgjwzhnT0Tf7mGIcI046pPGO4OZ9CzWZqnTmHv24tXqyPDABmGyFSWKFwmXL4eaC66vl4iCUGAyOfozM2BAj2ZwBoejiOFlEIZBsbQMDIMSb70EmJqPwwMIfVbH17W6h0WtptsNzqkHYPFisdWw+fPjw3w4dUymhA8tyd/Uy7sg4hU0Lih6dALIjqhgkczLpS5SptKO+CxoQxXdlp4vuTYYPLRErNCZ/DQCUzHZX1mGieVJpnNdSO3WripFJ2tBppuoGkamq7jJJNkSwNszM8iNI2xg0do1JvI8MsNqUqp2I/u3uK5vwEj6et/bKOZOx9pfT9QCLz0XkR6CmOsjpAhRnuV4NJvMM0UeHGFVXOSiEv/HE9CDDvQ3I6TBYIO7MzGvtjhx2DubTDsbvZrBJobD0IYPAZePRaq9XXC9Wk03UZLDcQeWDcPwkD5bVR1mSBUgI0onaCdP9ETsY8gPSHb46GlE0oq7ev5jJVWQK0TkXO+3Z+1MTEB09OoVpOblskcB82ywe9g2Day1UZzE2ipFJ2FRaz9+4kyGYxSidZHH+3aBLRMhmhzE9XpEK4so+fziFyWcHsHSyo6y8sQ+CAlUbOJsG2K/+2/wV9djyd2+T7CtDAKecLVFfzL02jTM7gnTqBaLbRUCj2ZotPNqUXKuCLbFbAikYyHFBgmyGbc7ZtIQBRhHzpE0GohhoaxMhlkuRyLdE1Dt21wXZTQiDod9EyWqFYlaraIWi3M4RGkEHGObTKB+5OfIZ58BnUbAXuNfUWX+kSBj+d30DWBbeiUmx3+7tMVWn7ISD5BKNUDL2Q32wGnFyvkkxYHB9J8MLfNxwtlfnHw0bMWeJHkk6sVdpodths+81sNLF1nvODclZVnvRWQtw0sXbDe9Cm45gP3PgvNoG/qME4yxfynH5AdHEKGIdsri8goIl3so769hWElsBNJiiOjXH7/HTRdI9NXYn1mmtLe/dj5HI1y5QsPLtCMR+2v42YUgsDIIFCYS2+hUCi3iKivoeXHEZf/ORamYRinD4TteDhBqj/+v9+K47ISxTi5wM7A4EmYewv8WjwIoVVGpQeJKitxlrXQUfm9KM0Afx1Ud1Vtexpt9CWivgN4xZNI8Wjv+x8qvXe1x0NBIBVn1+sc6E9iCMGVnRZvXN7CCyL++vERPl2o8Ob0JgcHUt9ayIqhUcxiH8GtIq80EY+gdRwSJ04StVrog4NoyQTpn/+Mnf/l/0f71KnrTVFaXK9SnQ4YRhzLdfgwUbWOrFQJTRNragpQmAMDGMPDmP391F9/He/ceTAN7LExiCSyXkNEEe7kJCiFPzuHOTKCe/IEslbbHUYAILsCV1YqoOuYw8NIv4OwLKLyDno2i55IoI+OEZUrsSc4lUak0pijCt3QCLe34xG210gk0A0D1W4h2x7ByjLWngn0oSGcJ55Cju65oyitmh8xsxEPVai1Ayb6k8xuNGn5Iaau8fK+Iu5DMFJ2IGHx8yMl8o5JxtZJ2wb9SeuRtBY4usbPD5f4L5+vMrvZQBOCXxwduCsRu9b0+eezq0wUU0wUE7xxaYNDgxlemMg/cDWyoFVn7tOPME2T9SvT2KkU48dPEngdIt9n7PAJdMug02xSXl1h9NARTDfB+twMke+zsTDPvqeeIdk3SLNS3X3cXKmEmfhhTJIywhpqZx6AyExjFKbAryNUeH2ggZUEL4wbuBIFMFxwMrFHduoVqC7B3h/D6f8tbv4SIrZ2DZ1ArX4Odp5rGYYyUSI00+jJwbiRTEXg5Ojs/zMC/Yexz78JN6atPKzJKz0h2+OhYLbc5qO5HRZ3WjiGztWdJs9M5HnlQB9H+5McHUxT70QcKCa/9XNJw8R55RXU9ibB8tItb2MOj6AVC3jz8wBobgK/E+KeOEm70SDc2ABAz+cJu4MBEALn+AmiZitedkym0EfG4ppvFCLbbYK5ObzPz9B8513M4cF4etBbb8fP4TiowMdfWIAgwH3sMYx8nsb7H5B66gnaQsR2gO5zoWlo2SxGX5FgazsWupqOWSxi75tEHxqh88WKUXdblGGhj4wS1i7cfJ1lxXmxqQglFcK2cf/kT4nGp+54/242Aiptnyf35HFMndcvblDvhAymbYJI8tHVCi9NFrAeAkW4J3t9jXgyf4/Wi+8CqRSNQJKxdCKpaIYRmW/R7PhVbDQ6dLoxbVIpVqoepYR1x9E8OcdgOOtyZaPOlY06hi4YL7gPnoht11m7eJr1mUsIIcgODrJ6+SI7ywrDtnGzOaqbayxeOIvluFiuy87KMum+PrxGPR6WoBtc+fhDnvjVn9/02MWxSe7LdIQHECFDkGEsM6UPmSG0pffiMbNC6/YaBLEnNurE3tZOBXw9/p1hx4J15QxCN1EyhGQ/auoniLN/hxACYWVQQoPcOFF31Gyk2eDENgvh5oj03sCV29EOJefW6hwdTCNRXFhrcHwo/dCkFVyjJ2R7PBTsyTucGM/z+UKZtGNwYDDLycHrH7ixzFeHct8tMlsg+Zd/iW6aeJcuEFZroGkYff1Ye6dQpk1wZXr39tbkFJ2VVazBQdyXXiJcWsQ7fyEe4xqGWFNTGKOjhNs7iG6MlZ7NIpMphIyQ62uE9TphpYLZ34eWzaKZFt6n3Rnmhon0O/GypFIopWif+hQ9l0UoRbi9g57LIboNW0LT0FIplJSIRAKjT6B8Hz2Xwzp6FGFatD7+GGNsDFJplH69kmoPD8d5sJkM/uxsXE3+AkrXQQcsC2NkhLsZGLyv4JA+OUy/a+HLiOliAlMTvLi3j/dmt/GjCKkUP5Qv/G+KVPDJcpXL6w1+eWSA6Y0GCzttfnG4RP5brkp8ES+SnF2uYuo6Pz7QxwdzZc6t1NjblyRr3dlAC0fX2F9Ks7ATN0CV0g6Dqe/X1/lFOvUyS+dOs3LxDEIIapvrFIZHSBf7qKyvEbTbDE7tY/nCuXhVpN1CaBqpQoHo2irMDRWt9bkr9E3sp1mtMnzgEKnSyL3ZUHHD89x4+UFC0zHDOqK2hFZfgURfPELWTAKt7sm2EXtgDQcyI7HtSYaxyDUTqMwIhB3k4DEIfdi6BJWr8WXDjiu62XFCp++Wu0CVju6mo/T4Mpe3mpxaKLNR7xBKyVrVI2EbHOn/9gWh75KekO3xwBNKxYdXK7x5ZZvjIxnmt5pc2WpxcCDJYOLed9ZotQrhzBUaly+h6xo4Lu7AIFomgzQtAq8Dnh8nAgB6NgeuC5UqQauNOTAYd93rJtbYKP7ly/jr67C+DskUUTv21uqjYyghUNvb6AmX9kcfY4yOovwAe2yM1gfvx41aUkIYIHQt/lnXY9uA59E+/Rn2wYPIeh1Zq+3GZRlDg3G2q+Ngju9BNhpoyfjgZA4N4W9skHzqcVQk8VfXMYsFjIOHMfbtQ7XbeG+8AUKQfOkl2h9/HPtmv4A5PIx5+AjK+noxst0OWK93OFxKsdUKKbcCBhImjq7zJ4dKRCpu4HtlXx8CcB4Ca8H3jRCKhGnQ7IT8/WcrRFJRSjuY3Up2I4iwdQ1TE9T9CMfQvrEf1dE1fnawRCuIGEha5I/ECRN3KmIBVhsd/nB5A0MXFBI2K5U2782X+dFU4YGQGjLwmPvkPYTQCLwOQgiiMGRr8SrF4VGSuTwbV+cAQRjEKx9OMkV2YJDK+jqW6+IkU3GiQZeNq3NMPPY0A3sPkB4cu2ngwjelEUR8sljlybEskVKcXqrx9FiOhPngfGY01cFY+wQ0A622DEELkSwilIwHIMgorsYqFVdnk6W4KqsZ3ZG1K/Httj1YOoUcfxFVWUDkRhC6Awd+CY0NwuJhInGb3GbNIMzv+25f+EPGkVKKrbrPzGZsITs0mOZA38MXS9YTsj0eeHQN0ATL5SaNToAuBAnbYL3WuedCVtveoPW714iaTQCU62IODdE+fTq+PpGIUwYsG5FKoefzOE88gb9TiW8fhPiVGlo2jzsxAR0f5uYwsjkiTUNEEnN4BFEooEwLEUXx9KvB/t1IL5FwkDvl+CB/TchC7LEFUArZboEfoBWLmIODNC5dwj1xgtaHH6Jls6hWOx52MDaKlkmjJVzC9XW0bJbmO++imk2i/j70wUHcZ5+hs74JtonqH4TVld3n6exUsJ54Ei3wiba3kV4HLZlELxSIFIT1RtxE9hWESvH27DbrVY+aF3J5vY4fSoqJYfoT5k3LWA+DN/ZBQSA4WEpyZbPBes0D4JnJPClTp+FHvHZpk6xr8vholt9d2mAo6/LceA7jG4rZtKWT7grXa7nOd0PBNZnqT7GvP0l/0uLt2R32l1IPhIgFaGyt4zVbOMkkmmEgAx+6nsHy2gp+x6N/bA/ZUolMXwmEwG+36DSbRGGAUg5SKpLZQlwdVArdssgODpHsj2Po1D0wIM5st7i0VmOn6RNGknLLZzDjcPABESCGbONufgTVeShOwdzvEU4KcfUdmHgJyrPdY133nVdRPKq2uhLvbMuF/iPxFK/WNspKIIhQoYfamkEBYuQJZLJEFN3meKHpqP2/xLf6vqNX/XDiS0nLD3Z/bnQigkhhGA/Kp/LO6AnZHg88AsGzYzmm1xp0ghBNCF7Y38+hbxm19UW0jkf7jd/vilgA2W6jkimyf/WXqFqVYH0DGYUYhUGsQy9AtULz3PkvPZZstWm32ghdx3nqafyrV9EtOx5Dq+vXl8Ha7Ti3NozQC0WkH6BncwSzc92N0nYHEshGA9X1vgrLQkUSJSWdSxexJyeRUUTmz/6M5iefIBsNzNFRpNeBaAf/6jz2/gPIMMC/ciXOnr0I1mQc+aX1D9A+c45k/wBiZAw9mSJqxg1ZYbdZRaQyiKxOFIZE9fg69/BhpPvVy1CGELy8t49/PrfG50sVAF4+0E9/onf4+TZIpfh4scJ6LV4ObHVC3ri0ya+ODJAwdWxD48pGnbmtBpFUTPUl0b7Hmem2rvHjqcLuNvx0X/GeVCjvBULAzvICAJ12m8LQCOtzM9hugk6rhZQSoRSrVy7hZjLUtzcBEfthc3lMy0YApm3FOc5Cw3Jd+kfHqayusDZzBYBUoY/swDB2OveNR9UeK6WotgMursYT9x4by7H/Hh8LvwlGWMXaPo+28jHawtsIGaGZFuL43yBO/c9xpTX04kEFrZ1YwKK6gnUnHoCQ2xNnxD73F/GAAyEQteV43Kybi60JQkM6efxD/xJtZzqeBhZ083qFhihOEQ08hpf88sTCHjczs9VitepxaChDGCmubNSZr7Q53NezFvTocU+JpOKD+TJRFJFPWDS8gDMLZUYzNoWviXq6FVoUoFZX4k5/AVouH+eeriwS1mq7VVBhWTj9fUQrSzT+8T1ku42WSGKNj+Hu34dKJVG6hjM0QNT2CGr1m0bOQneU5eNPEJkOwebGlzdGxbcXjotIp1Btj6BSwcjluBYspiWTyEYjfmxdjx9USjTXRTgORn+Jzvw87onjtGfnyPzsp4Q7ZTqXLmGNjBBtb5N48in8+XnCra24mtqdMubPzaGlM9hPJRGWSXDpEtaeKZzjx2i+//7NmxqGqBuzMTUNY2ovN7/iWxNKRSSvV6M6oaTngv12aAJyCYuBjMvPDvUxv91mbruJa2i4hsYzE3mWyy0iqci6JieGM9/7zPQbhfSDImIh3pbOtVUYKUlkc2i6RjKXx2838dttdNPEdFwa5TLZ0gD17W2cdIbqxlocARWF6KaNDCMKI6MYts3W4jwRGtf+0mtbW6xOX2Jw735K+48gtLs/fjXCaLcCD7Ba8WgPRiTNO7d53Gssfwf74v+GXp5HCxoIIiBE1LdhewaGTsT5rwvvw8gTsH4mPp45GWiVIWjGwl5F8ajamTdQh/8cPvj/xAkH5QV0N0sUBjDxAt7Bv8U38zBYwig9jt7eRqgIaSUJrL5eVuwdcriUwrV0JvMuSsFYIcFU/t72m3wX9IRsjwceXYOBjE3TT/DK/j5mt1ssVzwSd7EMrTVqyOVF1MoinbV1MAyk0GPhCljj45hITFNHNltojoOVy9B85228ixevZ8LmJUa9TvW//+9RiQT6xGQ8LtxrYfX3Iy2bsN7AyGaxMilEMknUaOIeP4Z+ZZrO4hKEATSbqCgEKbEGh7CPHsabi6uwwfIKySOH0S5dQrbau9mwcXXWQNgWmmWhZTIECwtxtFazSefKFZKPPU717/8e5XmkfvZTguUV/IUFZKsV5zbqOlG9HjeceR4YBp3ZGYw9ezAmJvFXVrAbdThwGKdcxrt06TY7VCP14ovIga+fGx8qxbtz23TCiGcni5xfrfLx/A7DGYf+xFfbEnp8FYJDfQkm8wlsXXBkIMm+vgS2rlHzI964vIkCkpZBtR3wzuwOL04WHrjc1gcBpcCw4kl1bjpF2OnQNzrO4rnP0HUD3TAxTQvf86iurTD15DNMf/AeSklkGGE6DrppgRDoto2SkvWZaUaPnOCLp2tKKVavXAYhGDx4/K7jjq7utCk3fZ7Yk8cPJGdXqizXOhz4nqqyyfZV7M/+v4grr0PYieO1zGQ8eUvT46ld069B375YpEY+HPkbaJdh4zxYPpgOpIegsDeO3qqvQvkq9B+MnyTyoeWhXvi/0cg/dlMebKglCJP397U/ChFVt8LUBPsL3X0nYH/hu09euRf0hGyPhwDBwb4EkwUXS9M4Ukqyv5i8o3gmEQbIM6dpnD0Da2txdFV3YV8vFHEeO4lUoBbmqLz3HiAgmcR0XRr/x3m0RILk44/ROnsO4ThYA/0033mnOz+8iLBttLE9SDNL0Ghh9ifIPP0krVOnaXVjt4TXRlWr6LkMyb17CTa3wLGQQouHJWxt4V2+gjU8jL+8HA9GaLXR+vsxuiNggdhSYNuYY6MI06QzPY2ezyNbLZTvE23v4F+5gmw2QSqEYeKdPg22HQ8tgNhn63mQiUdkaq6L7HSIlpcwJie6ojlCGSbGcy+SGhyic/ECwXo3U1fXsScmMA8eRA2O3tG7ZwjBK/v72GoG7M07jOddKl7QE7H3BIGtX7sksLufCVsX5FyLqb4kRwbT/GF6i3zCQn+AqqAPEkop8sOjyDBg4cxpAr+DYZn0j0/QrJZpVsrUNtYwbQc7lUYpxfGf/pzPXvs1mmEQ+j5KKQzbIT84xNrMZfrHJjCc2wustZlp8iPjWMnsXW3rsYEUuYTJaNpBKcVowWU0/d1X0YSKyGy8iz7zW8TZvwMBQkaxbvcbUF2A3ES87J8oxPYBZzO2Dsy8AdKPrQTJvji5IApg63Lsb5Uhqr2Dyk8icxNEzQpSs8D3v/OhBl4oObfe4MhACqXgwkaDY4Opr4yokkp1Vx9Ud+Wp97m7n/SEbI+HBIHVrSQJBHfULC0jok8+pH3uHKLTwV9a5Macmmhnm86ZM9iDg7QuXOg+NuimQdi1Hshajcb2NqmXX0YpRfPtt7ubI5CtJuH6OlZpAGwHZRj4V6aRtRqhIhaFm+v4K6sgI/zzVZp/+APJF1/Em7+Ks3cvynbQMhnan31G+oXnUZ0OstnE39zEntqLf2UaLZVBZHMIy0JLpogQiDBESyZxT57Eu3ABGQTouRzqWo6srsVDGXQ9ruYqBZZ1XdAGAcJ2dpfggu0dbN1AGEZ8O4gndO09gD25F6dejWO9bBuVzt51RSJrGbvh+XnHuOfxUN8XoYy/qExNEEiJQHzjZqp7ia1rvLy3gKlraMBP9vdhatr3bi14kHHTaRbOfUbgx3FzQbvN0uoK6f4S/WN7GNp/EF03KAyPcuGdP2InU5z4+a+obWyyduUSUkkyff0UhoaJwgi/3abTrONmi7d8PiUl9Y01ipN3J2Q1IRi/Fjd44+XvEIEktfEO2if/EaHrgEIILU4iMOzYKoCAxiqMPA5+Mx5DW10Cr0a8jGXEP1euFRc0OP4vYfnTbqOrCf2HCJp10LpNvdVFxJC4J01zX0Qq2GoHlBImUim22yH9CZPp7RafXN1hreohUaxW2jimxtHSrfNpp7db1Dshjw9nuLDRJJKKY4Opnpi9jzwa3yY9etwCbWON5rlzAKha5Uv+VQAjnabxzjtofX2YfX10Ll5CGDrRDUMMCAL8uTmMkWGErqOiaNerqtotVL0OttMVy0tE2zs4zzxDMD1NsNytprbbyHYbAO/TU1iHj+JdvIgjJRw4QPq5Z2n84Q/YE5MgI8KVVaRpkHj2WWq//Q0iAM1xiZQCFCKZIv2rx+mcO4f0A7RUOh6AkE6hZTKxoNW02F/bbsfTyMJwdx8opdDSSWQ9jl0RetxA5uzfj3RvPkArTUdlC/Hl3f/cOZFUnFlvMFVwcU2dM2vxhLbU9+jpux3tUGLrseBrhRGuod32CyiUio8WK/iR5Nk9BT5cqGAIwTPjuQfiwHpjxehhCzj/PqhurJPOFymvraCUQskIw3bI9PXRrtWgWae2tUXQ6eA1mzTKZbaXFnEzWfacfAInmcZ0HGrbW3hdv63XaJDIFW974teufznW7mHAaq2gLX+C6FTATsUVABnFVoLQi/NgNTP+XacO+SnwyuBVr4tdzYhtB1GHuJyrQasCfQcgM4ISBlEUXZ8CBnBHjvxvguLMWoOP5nd45WA/5ZbP50tVfnlkkEP9STbrHa5sxMfKAwNpDtymGaodSU4vVii3fNZrHks7LVzbYKKQ2E386HHveRCOtz163BeC2RkgPsZGXS/sjYhEgmh7C9lsYg4OEm5to8IAwihualJqt4IpazUoFFCeh0gkdjNk8QOI4gaoa2JZNhuIjkdwQ4yV7DZXAUT1JprRvb+M8D/8kGBrGz2Zwl9cRCRTWIcPg5Joff30/V/+r3Q2t6FWRUURwnURrkvU9jAKeZQQsfA2DCQCkc1h9fehpZIYw8MES0vx6xEithboOsIwUO3rDSP2oUOE7Tbu408h6S4Rrq8iV1dQfgdhu+jDw6j+gTsaQ3sji3WPD+e2md6wKCZtrmzUaQcRL+7J39Xj3G/qfsTrlzaZ7EsyUXR57cIGh4cyHCklbylmA6nYaQUsl1sslds0OyFDORdfKh6+dokfNpHfZvPqPFYqS2FEx6vVcFIJatubLF88T7tWIZHJUprah+06pHJ5Kt0R1u1albnTp0jm8tipNOn89b9rJb9mVMhDaPWwggru9udo66cR9RVIHEEIHVQACLAz4OZjgermYeVTOPG38NF/iGO2pIQwTj3BycdiV0Uw8iTszEBhEtV3AFldIZJf2D/Jga+sxl5f0r/58tcjKKVtTF3j9xfjptxC0iLjGASRoulfb3Jt+RGBVLf0mru6xi+OlPj706ss7rQwNMGvjgz0ROx9pidkezwSaF4zFpW6jkym0ZTEW1rsXitQt6rGZjMEM7PxD4FPWC6jZTJxO/i1BqtrCBEv1Ydh/M8wr4tZTYvFcre6CcTxVteW8cMwvu8NyHoDc2wU/+KluMBpWUSdDugG9vAwyrZB0+hs72Bm9tD5+COicjkuXBgmyrbRk0mc4UGknUCZNolD+/HmrqL196NsB2m76P39BGtr8UswjHhKVxgiXBfZiW0IwrKxjx5DO3gEWRpCq+zgvf0WQfeLepdPT2END2O/8BIyk7vj92Y84/DYWC6uVDR9BrMOjw/f3XLqd0EoFe0g5IO5bU4vanRCiRdESCW4lR3bNTRe3lfk7z71aHZCLEPj1f19d9WE2OPBIAo6RN1EDjuVJVPsY+7Tj2jXKripNJbj0K7XuPrZpwwfPIzfbpEuFOi0W/htD13XEZpO6Pu4mSysxCexpu18pQ0nkXuwTua+GoVbPoc+8zrC34L6Wux/VcTNWKVDsefVq8RVVDMBV9+JbQabl2HqZdiagcZ67I+FuEqbHIzzZptb8SCE3Biy04LSMVT7xoq1ICrsv+3WLdU8ZraavDBRYKnmsVxp8+x4/o6bGweSJnuKSS6vx0WPI8NZMpbO2fUGq5U2BwfTKAWX1+vM7bRuYy1QLFc8OmF87A+lYqHcpuCYPVvPfaQnZHs81Giba4RXrtCamUZ1haw9Oop9+ND1ZXQUmuPEEVZfIv6WuRYrpSIJYYiezRLecHsVRXE1U9NiUdzxEG4CLAuR7B7QboiXuunbSym0bBZrdOT6dY6Nbtt4m5toySRaIhHbAWSEgnjgQruFISOq//XXmP19+JcvxxUeoaElEohcFj/wEUPD2I8/gfPiC6i33yLYKaNsl1CAfewYUaUaV2X9TuxxjboJCCiEZZH/N/8n9GeeRxZLaLUKrdd+vZsT+0X8lRXk736L+4tfIVOZO3qPIgVecL0y1QkloZTAgyX48o7Bjw/084+fr9IJJUM5l8dHsrfdykAqPl2q4ocSXRP4oeSTxQovTBR6B9aHDCGuV8ycpMv86U9A00nmCzS2t2hWK7vXSympba6TzMdjaZ1kIl4WFwLTsrCSGTRdR0YRTip92+fUdJ1M/+D9fFn3FLd6GW3pQzQ3BY6FKExCp46QIRz4BaychrUzcV4sAlKlOHbLq0LkweLnMPoUFPfGFdiwE+83w4kTCoIWZEehuQ2jzxMqC3ZDCIHSIfzErVNSIqW4sN5gbrNBrR2yUffQBBwspe+wqVRxeqXO5fUaWdei7Ue8e2WLlK1zqJTENjQm8nFH/0jOZSp/6+7+dqi4uFbHsQxeOdDPezPbXFqrsb8v2avK3kd6x9sfMB2psLunib5Uu81UDwti9jL1t966XvkEiCI6V68SbGxghH7sKRUizord2rrp/lGjidFXJKrVr4eTqzjfFNOM/3UfO6rVMEdGaH/ySSxYtdh2YA4MoLoDAYTrQL2GUexDdiuwIpXC7i8SzM3R/uijWFwbOukf/xjNshDJW3itDAPR8ZCVHfxKmc7Zc4jjx3Gffgrv/AVkrYps1JHNJgKwJqdI/uhHhMPj2D9PEP7613HlFfD9iMSPfkTn7FnCtVVkrRZn1lomztg4qZ/8BPX8y8judK7w4oXbithrhJUK0cw04uSTd/Q+Ldc8Lq7VGc4l6EtbfL5Y4cxa/YGzFtQ6Ie/MbANg6oLVSpszq3WOD6ZuuUQplaLtRwzlXF7aW+Td2R3afnRTXm6PhwPTTZLM5fAaDZo728gowjBNWtUdfM/bFaYA5ZVlSpN72bw6j+nEyQF2IoGUikQuT6fVZvjgYTbnZzF3h4Wors1AILrWnNHDxzCcWzcMPWhYYQVr6U3EykdoO1cQfh2cbDyooF2GtbNxQ5cMAA1MFxob0FiDvv2Qm4LaKsy+Ed8v9OMMWdldss+OQXMjFrfjh5CpIdTW/PUNKB3CH3sFxa3FoC4EP5oqUGsHrFbjXoSfHxu8i2QUwWjeYbWa4OV9RRp+xKeLFQquiSHETQMnvmr4hGto/PxQiU4k6XNNMkdKSEVPxN5nvhMhOzc3x7//9/+eTz75BNd1+dM//VP+3b/7dzjO7Z1kjUaD//gf/yNvvvkmc3NzGIbB0aNH+bf/9t9y9OjR72KzH2kafsTrl7c4+v9n7z+CJMny8170d47L0Cq1zsqsLN1ajujpnsEoAIMhifveg13QjDQDuSCM5ApcEAuuaAYsuKBx+cz4zMALXgN53+UbkIABMz3TPa21Ki0yK7XODB3h4fK8hUdlZXVV667u7J78zMoqIsM9wt0j/Pjn//P9v28oQ3/a4pdXtrh/tMBE/quh7pNb67eT2H2IHAfSScTmJqrYA6k0WiZL2LiplY0aDczJSbzlVYRhxCkyxARXy2YwRkbwV5YhUuj5fLySrnPDF1Iv5JHjE6gux5G5PGxtYR0/hre2jkynMfI5Wi+/Ch3nplQhjPCWlvE3NrBPnSJstQm7bgMynQE7QbS+hlnIU3/xRVCKcHsbt+1gTkygJeKqqpASLZFA6Tr+9jZiaIyo1E/qx7+N9+47uEtLqDDEbYfo9z1AwjKQySTYNrJQgrGJW6qqst2kffUDfGPfB/fiRZLHTxJZH+07OJZL8OSxPkayNrYuKCZMxg7w7+zB8QKTpRRPX7pDgMU+WJrkO1MlIgVJI5YVCMA+lBZ89SAkvRNTbF+/xuLsTQcTz+nE/rJS4HecrjtdgNfpkOvrJ/Bc3LZDMl/E0HTMZIYwCMj199M3Oc36tSt06hXatSq+64IQJLNZph/5Bvnhr0bylOHXsC/+JXL2aWSnjAq8mICqCNHegaVXoHQ0lhNkh+OKqtCAKC4QeG2w03FlFhU3g+n2XkoXyQLKSMRNXoGLKM2g0BDpPlRmgKg4g5cc/kjbrfWGS7V9s4I7u9VkIG197AJNX9LkRyf60ERMPPuO991RUvRRyJgaGT59lPMhPjnu+lGu1+v8k3/yTxgaGuI//af/RLlc5s/+7M+oVqv8h//wHz5wvbW1Nf7bf/tv/P7v/z7/+l//a4Ig4L/8l//CH/zBH/BXf/VXh2T2M6Llh1TbHr++soVtxvGW5bbHeN468DYh0u0QLV7HzGcJXZ+wKwEQto1hW3sWVDKbRSaSRFGEkhJtbAy1sEDUullxDFotkg8+gL+xgbRtiCKU6xI6DloygTE6RthsYp04QeO5X5N67FHa5y9gDA6i98e2W3tIpUl/5zv4QYhIZ7AMjeZzz8cygFIROh3CSgUtnydoNhFS4pw/T/4f/SO8zU3CVhstX0DPZYmcJjKZRGayqHYLmUigC0G0s0UkJEhJ2GwilUIfG0P29WPd92B8oS32on/3B5jlbaJKGSKFzKRRfYN7jVp36v1V9dpN+66PQOg4qEYdPgaRlYJbzNpnDkgm/PuRtXR+fHKApBFbVv3O6X6Suvah2rb9pPVQG/vVRrZ/GKe6S+D7SCnxnLhBU2g6vcMjGJZN6HsksnkSmQygSKSztGo1Oq0GqWIfyXyR3vEjpHsGiEIft9mgYZpYqTQgsJJJNNNma3EJr+MxcvoBpGF9qfv9YTCiNskr/xdy+VVkexs6lViGoRmQLIFTjglspwbt7Vgrm+qPvWHbu4CIK7XnfwYzP4T3/uomkQ29uNnNbSDqa9CpovrPQP8p3PHfJggioo85uxEqxcJOGyngt04NcGm9znLZoT4c0JP4+H7V+4nrpyGxh/hycNeJ7F/91V9Rr9f52c9+RrEYW/homsaf/Mmf8C/+xb9gamrqjuuNjIzw9NNPk0jcvFB+4xvf4Hvf+x5/+Zd/yZ/92Z/d7U3/WqM/ZfLETA9PX9yk7QZM9KS5fyhzoEmsrFcJ5mZxz5/FeTOeptf7+jCPzqBnM3QuXaK1uLinTxWmSfLMaaz+QdrrGyjTQp+aQtXrhDvbqI6LdeQIxtQR9JVV2q+9Rri1Ba6L6riEQYheLJD97ndRvk+mtxdZKND7gx/iXLpMcEOqIATW8DDGseOI3j546QV8IWG9QeLMaaJajaBcQQhB8t57IZXEXVnFOnIEwpCga9GVPDpF1Ongnn2PcGMdpMQaG0XrKRFUa/hLS91GrWRcMe7pQQhB2GzGFmDq1tDXqNgLxd748cc5wGrfUoZBkM6iV3bBtAiSSfRq5X3Lf/2m0NOG3Pf4cDrwNwlSN+mZmCbTtdvyWg0My6ZvfILN+WuEfsDgzDF2V5aorK+iGwY9YxMoBKMnzzDxwONYuRIgUKHP4ltv0NiNpSpCi31Q3Y4Hnfhmsby2imFZDJ68n4MY1qwHNezlZ5GLLyAJEYaF0vsACVGASPfC7C9Bs+KxQ0/E5LSx1iWrVkxw/a5ji+fE8bQrb3bHGhWnf4UBRAFK6JAdAitNFKmPTWIhlhZ840iBk0NZ+pMG/WmThht+IhJ7iK8u7jqRff7553n88cf3SCzAD3/4Q/70T/+U55577gOJbDJ5e9XGsiympqbY2vrwKb9DfDTqbsCbizExkQKWdpvMlpM34+oOGOTOJu2nf0HoOIh90/RhuUy0vUH9mV8hs7lbyJXyPFpvvU3izD1kv/s93KUlwnIZUeoh+eST6COjRIUSyrQxwoDCvffhPP0L3NlrCF1H6+0FTaf13tlYZ5tIkBgdo3F1DpFIkv3Df4zK5kHTidJZlBCxOf6T38O+foXaufdwL15EeR7CMBCWiXPpErJQIP3gg7TffQfv2iwYJtbMUdqvvkby9EnwXIKdHWQygXfxImgayUcfxZqeImq2Ccu7BMvLBIDMxBIIaRjdrPJPTy5FKhv75ErJ9f4p5msu3x5KsqBlWas5fLNkYNQqEPgI00Ck0p/UUvYQH4GNlkdv0kATsNGKzdk/voXQIT4rjFSekZP3UV5ZoCIF6XyexXPvohkmQzPHWTz/HslcnpETp1FhiGaapHIF2vU6s2+8wvSj38TKFGmXt2ns7qJCH6/dJPQDEGDYCQw7uafJ31pcoGd8CuMTpnvdbUgVYK++iF6ZRZSvxf6w9dWbdLtnJiamURT3CxiJOM0r1deVHahYC9u8ca0W0N6B2hpMPRV7y+7GjjGqOBVXd0MftfouDN6D6PvWJ95mS0r6k/FxtTWJnTycIflNwV0nsnNzc/z+7//+LX8zTZOxsTHm5uY+0Xu1220uXbrET3/6089zE38j0QkVHT/kwfECQzmbX1zcou2FKNSBq8rKTpv2M88QdgMF4otAHP9njo7SfvV1lOsipAQ7sefregNhq4Vz9Sr2j38HJSRCSqJIsV9dqzSd8OhJEn39aM/8kva77+Iur4BSCMPAOjqDNtCPW64CoOcKqKGxvSapWyDAuXgBv1ZDDg0hoigms5pEKxTQ02lqf/M3mKOjmEeOoITAX11FhCGtF15E7+/HnJgg3N3d831tv/46qW99E3dzM46g7SJqNgm2tyEKEUvXUaOTn/o4q1wOa2qK1to6W07A0laD/64PsN4IGJcRmxNHaNlVju0sYB+dJkp+sY0qThCR6E7fd4Loa6dFXap3+MWFTU4P5SikDJ6/ts1D40UeGM5+HYvfBxal0XEq62v0TUwx++arCKlTGh1n7doVho+dpLqxxtL599CN7rkvBIPTxxg6XmD1wntMPfYdyqtLtCvbNMu7RO+z/jMtm2xfP7qdQkUR9U+R7nW3YbVX0VZeB7fSDTrQ4wpr4MY+sc0NKE7GFVVnF8rzkCrF1lrSjIlvYx1yw3GTl4pip4LmRkx6jQT0n0LZORBG3ASWyEN+EhZexJj8bXy998s+DL+x2O8pc/D8ZW7HF6KRzWZvt+nJZrPUap8s1eQ//sf/iOM4/ON//I8/0zbpX7ML4KfBUNbiH9w3TNbS0ITgHz4wRN7Sb6v+aN1EIO1LTAZSayuodhN5Q6xo2+i5LGGjgQgD8FyEiKuzxsQ4UecmRRW2jTk6imo1EJfOIQeGoKf3ZiDB+1Hqxf7RjxGZLGF3Kl0YOkGzTVCrIwXo+QKJp54E27rjCa7W1glW1xFCxBowKdHSacLtbTQ7QfOZZwBwr19HHxhAqNgeLNiMfVuDzU303l6UUhhDQ/jLy2AYeNdmEVJDL5UIut6wSInMZhG2Tfu5X5P5SQ5V6rnTVkG5TLSxjgrieFptaBiVufXc1E+fIlha5NFUg+2hXl7d7tB0PL7/jQmeezv2vB06OUXu+An4As+jcsfn6Ytb3D+Wp5Q0+fmlTR6bLHLkgM4gfJrzpidl0pu1Ob8ej4sJQ2e0mPxSz72vIz7qu8kNjDBy/ATb168S+h5CCjRN0j95hOUL5wh9P/aNFRKlIoQQtKplFt59k/F778dtVCivzNPY3QZuzzzwvQ7ltWVKw2MYiRSB1zlw1yRz9xxi+wLkR7s1g7ArA/DAzgAC5l+M/V+dMgQOWJm40ctvAjJerlODwniX/G5DqjcOSagsgp5ACA21ew16jhIZyTjpS/loQQvd7v+Sj8LBgRfGN0OmFvtba/LuRWE3vIAXZnd5aLyAqUtenNvl8ckifd3GtYM4Hn1pLXVKqfhC/zHxv/7X/+Iv/uIv+Hf/7t8xPv7puz2lFBQKd46X+01D4QMe3wnZ7Ec39dwtVFcWSNjmzT8IQXh0mrBeJ1hdRcqbJ5b0/T2SagwPIywL/923idpt1OI85sgo+kA/iTNnsI4du/NvsJAiyP0Q98pVOpcuooIQM5tGWCbW0aNYMzM3XQzugNrLS9iFLKRTRJ1OvA2rq0hdJ6yWby7o+2jpNN7163FD2D67L/f6dezTp/Bm59D7+wk2N/FXVkg+8jDe6lrsA6sUek8PiePHkM0GdiKBvrFMenocFUVxmphSRJ0O7dffwFtY2OetC5GuY584TvLhh9Fu2IAVjmD99Ce89tY16pc3mE7nuRIaPDe3y1RvgccGExy77yjm6Oin+So/NWo7LUIpeHWxiqFJPCUIpSSfT36iceSLxic5b/JKcaYd8HLXAmymP83UYA7zgJGcrws+7LvJP/ww7fIm+d4+fK+D1HQ2r10hCoPYxUCIvWuYput47TaB63L1lefJlXqIPBfLNomCD072ale26ctnSabsg3VNikLYuQC6Blaq6zkdxVXWRB7sPGxdjEmtlYobt4J2TEIzA3ElVkgg9tbF68B9f9it1mrx+48+AuvvgWYgemYg9JDKj2+OdRM7lcE+SMfkAxBGCq1LKPc//izYbnTozdh7jzOWwctXtpDA41MlXlvYJmlpPDHTi/VBBZnPgOWVKtvtgGdny1iGpNoO2HICpofywJfLBT4Id53IZrNZ6neIB200Gh+oj30/XnrpJf7tv/23/NEf/RF/+Id/+Jm2J4oU9Xr7oxc8BBDffWWzCep1hzC8WznXHwwhoLVdJux4oGkYmTSq2cBfXYutstptRDYbE7d6nTAIUUJgjo7grW/EcoRuApdw/fh9FpZpLK6Q2q0iTpz+ACKkI3oHodUmmJ0lcjvoqTToNp4bQaV1h3Xi7W2vrhH4EapQJFhZQTQahM0mxvgE3rWrNy3DhIin3G6khinVdRVQ4HkgJFGng0zFUbNRq4WSksj3MUZGYjIpJZ2FJcxMDiU0vHfOEqSydK5cwd/cRM+k8a9ejT8um0MZ+6UQHs4bb9Pa3MH6zlN7DgxBpkRjJCTjJ3hwJEd4eZv1hoc2PkhluEQ9VUD7gP2/W8hp8NBInmcux1Xrmf4M03mbavVgnsuf5ryZrzg8e3EDS9NImBpnF8sYKB4ezd/djf0Nw8f9bjQrRe+RY6gwIPQcXKeNZpjxWLMv/tRtt4nsiPzgEHYyTatWRUmNTrONkUgQvC/V7wb8ZotmtYZmZ6h8wefTh0H3GySqq6gghOYuMjcKlcW4YS304v9V11pr9W048iQsvBjLDgIHStOxU4HXjG25Bk7DtafjxK/2DkQK1XccNfwwynNQnSrUVuMGMgT6wAxNmcM/QMfkTvDDiFeXqkwUk/SnTV5eqHCsL81g5tO7UCxWHZ65vMV3ZnpRCp6/ts0Tx3rZqbZZqzpcWa3h+AETpRS7lfae1OrzxGhK58xghtfn4xvqk0M5jhVs6nXnC+UC2WziY1d/7zqRnZqauk0L63keS0tLt2ln74SzZ8/yL//lv+RHP/oR/+bf/JvPZZuC4IsnZF91hGH0pRw3KQUYJkrTMGyL1vPP78W96vk8wjAJ5ucRhoHe04NAxVPtUhI4zl7lEmIdrNrrhFU0XnqZTKFEeFu6jkJcvUzrlZfjRK8uvNYSLCzFVdDvPEWUu72OrWkC5bpEm5sQhejpNO6li0Ttdsxb91/UlEJILc4OVyp+zbK6CWHxRVIkkyjfJyxXEAkbY3AQraeXsNnEXV5Bz2bAsomkDp6Pt7QEloVfqSI0jXBrC3dhAaHryGQZbWQsjr/dh87CItrILMyc3PvbQ5M9HB0q8PLcDoPjQ/xgJMfZ5RrvrDUY681StL/YyZxdx+eVuR2ibtXj6kadwZx9YJsTb+CTnDelhM5IIcn9IzmShsaLc7uM5hOH49Vdwkd9N2YyTaRErGUNfTTTis9TFcXpfgKiMKJ/6ihWIsHu6grl5UXa9Qql4Qly/X34rkcYhLfpZG9AajqJQu+B+o5FEBDp6XjaprmNGjiNcJvQ2kYIGetcb+hlAzeurN7/j2OdbHkWti/FVdqZH8YzQO/9dwjd2LIrMwBCIlbeRGycQ408jGrXULlhlG6jaisw9RS+Mg/UMbkTNlseF1drXF6r0Z9NsFJp43ohpenSp27QFAqCMOIXF2LpmCYFBoJvTZX4v99eoeX62IbkG5NFDO4Ol6l7AVc26nuuEXNbTWZ6Uwx0CfqXxQU+DHd9zuqJJ57g1VdfpVK5ad3z9NNP43ke3/nOdz503bm5Of75P//nPPDAA/zZn/3ZgZ5CPMTHh7+vc8X/CIuVKFKYU1MYySStl15C+T7SttEMnXBzE72Yj4lqGBKUy8hkEi1fwHn7HeimWwFx2EHmfXGRShHMX7/tM8XidZovvXgLid2PYGcH55lfItu3VgyE18F/5WVot/FXlvHX1uJtiyIEELVbyBt6camBZRF5Xiwr6BLuvV+4jF0SVKRAN8CykJks7vIKkeMQ1OqIbBah6+i9PShNI1pfJWq3YmIM6Lks/sICUtNQzQbh+hrBxfOIahnxvgurd+kyIrq5v7oQlGyd7xzt5RtHSpzoSfGjk3384OTAF05iIY65VQq+OdXDb58exNQ0wkjt7evXAUld4/szPfQlTdKGxg+O935m+6BIKVTXWyJUwKHPxMdGpm8wtrfzfXQrgZAaQtMwkymSuTy6YTJ68jStyi6b12fpNBsEvo/XarN6+TzltVWCjkN+4M4xtJquM3LyDEI7WBZRkZ4gzI2CNBC6hVh5PdbKlqbikzBwY8stocPgvTB0H1z8WVw0MNMw9GCc5tXahYXnYxIbdCA7CNWlPemBikJYfAWy/Yjl1xC7V1EnfgIjj37Zh+BjYSBl8p2ZXvxQsVJp05+x+eaR4mdyGRnOWtw/ViBScT3j/rECPSmD1xcq+KFCl4KOH/HmcvUjr52fFjstn1rb48HxAt+a7qHjB2zU3Y9e8UvEXb8i/cEf/AF/+Zd/yR//8R/zx3/8x+zu7vLnf/7n/OQnP7lFWvCnf/qn/OxnP+PixYsA7O7u8kd/9EcYhsE/+2f/jAsXLuwta5omJ0+evO2zDnHwsVzr8O5qje8e7WGr5XFpvcGT0yWSH+LZqY1N0P67v4UwQksk8FdXUK4HrouWsJGWRVipIGw7Jp9KEblu/DpAIoFeKKASt1fv3Lk5Uvc/RGTEGlwZBjEJ/giCFFQqRMsLcCwO5hC+h//SC7jz85iFQkycDYOoXo91sqZJsLOLfeIE7UYj9oM1TIJaDZlOEVaqt3SFaMViXPWB+AIhBdbMDM7sNVLj46jdMkIIhKEjCwUix8Hf3e0mhbVigiuhee0aKrjp4hA2GrGDQqGIPj6O6soJ/N0d7EYNlbtpkweQNTWy5s2Umi8rqaYvafDTewZJmxKB4B/cP0TWuOFe8fWB3Lc/8jPuW6Tg3EYTKeBUf4Z312qkTJ3jvUm+bsftbsDOFOgZG2dnaQEzmcRKJJCaRn1ni8Bz6RkZY2P2Kk6jDkKg6QapXB7dsmhVK3idDioMyfYNYKdSdG64jQhBrtRLz8QkVvZgxTQDhMIkHHwQrbGK3HgHnDLC2YEwRA3fj0iVYumAUrD4cqyXTQ/AzlXYnYslB4P3wvaV+L4pdCEzCNXlmACHftwY5rXjcbK1g8pPoMxUPFZZ6VuLEAcUXqhYKjt7z8ttl3LbZ+hjSAuEuHmJ2f/4esXhrcXKXiPXW4sVsgmDIIoYL6V4bLLI87M7BGF015xMjhQSJO8Zoi9lIlEUUyZ9SfOjV/wS8YVoZP/iL/6Cf//v/z3/6l/9K2zb5nd/93f5kz/5k1uWi6KIcF8FbHZ2lvX1dQD+6T/9p7csOzw8zDPdzu9DfHUQKVird1ivOvyv8xu03AApoO6FH0pkVcdBK5VI2BbB9g5aoUCwuobyPTpXrpB8+CE65y+gXBdvfp7UvkakqF7HKPUgh0buWItSYRDbdXWJrNpcJ6iU77Dk7XAvXcI+ehwlNdTyIu78PAB+u0PivvvxLl4g6sQaXeV58b8gQKbTRLUaem8P/uYmyrPRslkiKYm6yVqJe++ls7aOlssRNhrYp04TtFskjp/A2+p2Qxsm1tQ0nmmjKvG5ovX2ElbrmLks3uzsHokVhoGWTsVTfZ6LqleJ5kO08QmiGwT/S9BAfxLszyvPHoYVfCRaQcjF9RqNTsBS2WG12qaUthgvJEjoh0T2o6CiiHz/EPWNFZrlHdLFIhuzVwl9HxTY6Qw7K0uxxj0MCRV0Wi0S2bhaa9g2jfIu5uoKM994AqfRIApDDCtBEIZ4HZd08eBZTJl+FU1EyEQ2diUoTcPuNaitIJZehtP/G1z+v2JLrsI4OBJyI3F1FcCwIVmMCa6RiJczbHAlSoVxJdcuoKx8zOA6dcLjPyXotBDNbagugrxzFfsgodzxWdhpMlZMMt2b5rlr21zZajKQNj+0KusEEefWG5wezKBQXFhvcu9QBkuTJHWNhKHz5EzsPPPrqzukDI0np+Lnti753tFedCkw72L02EDqBnEV+x4fXHwh5ZXJyUn+83/+zx+6zJ//+Z/z53/+53vPH330Ua5c+Xi5718lhOpm9N3+x19HKBR+BKYURAoCpXhoJE+17bO4G1cnvnuy/0NPFNluEl29QrC4hDd7jaheR+/tIXHqBMHOLt7iIp2Ll7HuuQeCAPfabLyiELHMoFBA6+t9X5PTTWimBfteU83Gx96/sF5HuB2wE7hXLt98D9clSiRJPvQg9Z//PLbL6oZ4OGfPkfmt7+EvL+EtrcTLOw6hEFhHjhCWy5hHjuA3WxBFyN5eko8/DioiajQJXRc6HYyxcbR8Hi2Tgo6H8gOSjzyK13aQqRTe1atotrkX5CCkwF9ZjZs0pEQkUwRb22jVKubRGRgYhMTB60Y9xKdHxtD4wcl+/vrdNVarbWxd4/vH++5Kg8jXDZHfYeX8O930LZvS+BREEbvLS+iWhZVIxpXYbllMMwyiKEI3TaIwoFktY1gW6WIPbrvJ1sIchcExWvU6vh9HZI+fuQ9p2B+2GV8opHKxN9+A1beJQh/qi7B1AeHWY8uso9+HykK8cO9xqK9CeSGWSaV6uPN0owABAABJREFUwEzGpDX0YvmB0Q1+SPXFYQc3KgmGRSQNIv3mDFmk2Sja8TxBdQmKB5/IDqRMfnx6kEJCx9YkSXOQUvJ2C8v349pOi3eXK2w1OkRKsVHrkLZ1Tvam6E+b/KP7hrC7xGD/4xtIGofn7/vxpdlv/Sai0gl4cW6Xb06VUApevr7LE9M95KyvX3VJoTi/0WS97vLEVIlLmw0qbY8jvSlWKu1unAG8t1yjN2mSNm8/BrJewfnVLwnnr+NvbsRyAdMkrFQI1jcwRoaxH3gA9+o1Ohcugq5jTk5izxwjqNUJajUizyNyOogPmMEzjx0j2q9R6/q+Ck2iwgg9nUZ0B5Kg5aC6FdO9ZQHhtPaI6g1EjkOYTWOfOo1RLBCsr6GiOFwhbDQwRsfQh4bxZmcJqjW0ZILkN7+F8cCDqDAkWl+L7bOsBKTT6OMTiHQKdfky3uxVItdFGjoyk0HPaySmp2gvLoProicTtNbXCHM5rKNHCVaWCTY2b9tuiCvW3uIi2XvOECUOvt3NIT4+IqVY2G0TdLV0nSBksexweiB14EJPDhYUa5fOUl6Lo6M1Xcet12iUd8n1D7CztEC2p5d2vY5umCAg8H3sVBrDtvEch9LwKH6nA1FEMlfAtCwC90agi2B45jiFzxBesh/L9Q5tL+RYT4r5qkMYKaY/YROkUAH2yvOwfjZ+jiByW4jsCJpQ4DuI6gJq4tuI67+GoftQiTyivhYT2tZ2PNvjVkAzY99YBErIbhiCigmvbsVRtGLfeK9Zt86WBQdfVnADg+mbRZihzMerXJ7oS7Pb8ri2GRdNjg9kmOm5+X3tJ67vJ7GHuDMOiewXiI2Gy3rN4e8ubKCUwvFCtpouOetgd15/GvgRbDVcFnaa7DRdmh2fbMKgkLKQQvDD0wMsV9pc3WzS8sPbiKwMPDrPP0fQ1b7S7ewH4ql8FN7SEpZloxXyhOUKBAF0HBpvv03y1Enab7wJmoZoNxFbG5BOoxKpmwTU0NEmJrkxoS59FzwX3eugZTIQBXiXLxI0m4DAGB3G6OvH90NUp4PR10dkJ9BarTs3Hek63uZm7BhQKNJ6/gXCand/dAN0HfvYDIlHHsU8cQIe/Rah7B6H6RNo3e1USkGnjX/2XTpXLkO7DdUquA5hIoF5+gwyl4PWJdANlNOJdcLVKqnHHqXy3ru3bJbQb572KgwRho4KQqTbIbIOToXoEJ8N7SBidqtFIWXyjSMlnru2zdx2k+me5KG04EPQqe2ys7IMgJ1MUttYBhS7q8tYySRDx09hmBae4xCpCNNKkC6U6LSaSCnptJt4Thuv4yCEwPdcEpksVirN0Mxxsn2D2NnCXkztZ9rWQPHC7C4t12e35XFpvY4uBf33D5P5BPIbq7W8R2JvQOgWMgzBbSDaO+BUEEoAAt79PxH9p6A4icoOIWqrMHgPbF9CpXpjMprphyhE6UlE2EGp7m9ON1FyH+nrO07Uad58rtu0/BBTxIQ6TvTrfu7XAF4U0ezcdK9puCFeqNAPz8lPjUMi+wXieG+KRifg3eXYweGhiSJHS1/P6VxTCr41VWS76VJ3fISA3zreR9HWGS8kKNo6A2mTY/2ZO3bBq411/BtVTjtu1gp3dvZeF5qGiiLc2WskH30MpxwfU+PYMUSXVEpDo/3GOwjLBtNEJhLog0NoIyOQy5N+8imibnOT3FzHef45wnoNXUDzF39P1HYQQiJTSWQmg3f2LH4ySeKBBwjSaYyZmbj7NmGjp9IEjVv9koN6k/Sjj9B8+mmCcgVzchLr5HGU00Gh0BIpRD5H6DiIUg+RvPXCc4Mci45D59ln8NfXEIGPWl8j3N0lrJQRStF+7z2SjzyK1d8f62fteJ+EaeIuLZN67DFar70WE30EaDePt0wkSH3zm3S2d9DWlmHy6Gf41g9xkJA2NH54sg8JZC2dH50cwJTiUFrwEahvrt28aQ59KhvrFAYGiMKIwPVwalUcKeidOILvdoiCELfdwkqmqG2uo5Qikc0hpYam60SRwkpnKK+tUhybxsoWb4/7+pSwdcH3j/fxt+c2OL9aQ5OC753ovyOJjfuH4hDy/ffdQoDcuXzLsppfR7Y2EJ0KwmvF/q8qgvV3YPwbkB+LNbCb5xF9p1Cnfx8VOIhOHdx6bKM1/BBq8wKRNNGMJDjdJE8zg7qx/1JHpYegXd377N3kEf7u4iZHSinGCwmevrzFycEsJ/tSfB3I7NyOw3qtw4nBLGGkuLrZYKHicLL3cEbs0+KQyH6B2HX8vekEgCsbdSaKyS/FzuhuI1JwcaNJ3fGRIn7+1nKV7xwp7e2vLsUH7nuwuLD3WAHa4BByeYmo05120nW4ESIQ+CAE9smTSCGI6jWqL7+CViiQfPxxwt0y3lo8VR9srmNOTpD85jcJu1N7cmeT1i9/TuR6mMUCnRdfQHVc8DxCxyGsVpDpNDKbJVheIVjfoPCH/zuMjMX7qhlYJ04QvP7aLfugoojI84k6HQDC3R205BgylYzttAwTohBzcJBo9hqUy6hkCtnTC/2DqC7hjK5ejklsGKKWFnCvXUOFEUKAkBIVRTSff570t7+N1CRSarE2NpMhWF0hqFRJPPgQ+D7B5gZRGKElkxiT48hUGq8eV0OiShX5+cx2HuKAIL/PZeLrOM583hACnEY8RlvJJOWl2J5PajpWKomUkt2VJaIoxDBN2tUKURhipzO47RYKkLqO13G6etmIfF8/7XodK5Vm/doVcv2D2Lk7xUh/OjS9gFDF80pRpGh2AsiYxPVMhemsopWvIcrXYzKa6iPqPYGbniCSJjLy4warLrTQQexeibWuUgenQkwgu4KwwIt1rAOnu5p7E7bOIyIVN4YtvIgI3JjMjjwMa+8RSR2p26DbRHq3eCN1OPIkQWefjWF+HC9RwvWXefX6Lu/ocSSr40dESnCXUlm/UJzsS5E0NSYKNkrBSCHJZOFwJuyz4HBk+wKx2/Zx/IBvTfcQRorX5suU297X8gITqoh6xyeXMPmt4328s1Kl2vbxI8VHnbJCCML6rU1XUTqDdew43vw8Yb0eSwZ0HRUEqI5L8v770IeHca/N4i8uoFyXYGMD1W6hjY6RmpwEFFEQ4m9v0377bRJjk0SGgXf+HJHrxd3HzSZhxwVFrMm98fnNJlouF9vFmCbNl14mf8/9qFSGqFZFCLBHhiAMCWtx5UEv9dD69bNo/QMYho4IQtpvvkHqgQdwz18AITAnJ6j86lmQAm14GK1/ADk4jNbXR+Lxx6FQot21pKO8g3v12k1brvfBvXYVfXwC3TSwxscJGo2Y6Lsu7pUryEIeffIIuqahfB93eRVjbBzsu1sJ2J+CtP/xIQ5xECG6kde6odPoOph02i1Kw2MsnXuHMPDjyNrrs4yePMPS+bOYiQSN3d3YrSCRoNOoE0kNK5UmPzhMbWuLTE8/ANX1FQY+JyLbCSJeu15GCvjmTC+vz5d5Y6HMUN4mryvs9Zdh5U3YcxMGwgDZ3iaRvoo7+m2UlrjFblC2txFSAzON8CWk+6G9GxPbMIBEESa+AZ4TE+AwQHSqcORJVGsbNf292CPWaxHVNxDTT6F8jyg7gqrMx/rYvhOozBCB04KoO82e7CGY/C6D+RTfPtrL37y3hhtEDOeT3D+cvfum918QdCmYLnbJvODm40N8anz9GNQBxrFSguK9w/QmdRQwkLXpTX49vwJDSr4xUcTxQ7KWzreniriBusVCqRNG2N0IOieMSOzF0SmkeQeXgVIPstFEKxVjH9koAt/DGB/D3S2jFhbRLAvPD+IZ9HQGkmnCcpmwvN9SS6AVNhDLC2i6Tvv8OQSg9ffjXbgAXocoCBDJZBwnG4YxsW21MIaHicKQsFLBffaXBOlc7F7QaqK2t5CaRB8fx7l8BXNggGh7G2NwAKHrOGfPknr8MZyz59D7+zGHh2m/8jJRK66Iit1dlNTQghCkoPnzn5N+7DHCdiuO411b/UASC+BvbGJOTeGvrZH50Y9o/Po5RCZN5Adgxg4GwebNpi+ZycSxtTee57Kf/Iv+CKw2XK5sNvnWkSLrDZeF3TbfmChgfAVKK5VOgKEJ0obGruOT0LXDjuGvOZSCdKmH8toqmmlidF0Ikuk0fsfBtG0Cz0VqksDz2Fy4zpEHH6bTaFDf2UapOPzESqboHZ/EymSpb2+T7RuIm52A6uY6gyfu+1x8QG1d8v0TfbhBxFDGopQ0iZQia2jYm6/Byht7y4pEDg0fWV5AObsgJHp1Du/oT2I9a3kePWwjW+uIxibCb4LbABQkS7Gm13fiG9+rfxdXY61MXKh167D4IngtRP9plJEmmP4xyqmghE5w4ndQSmK4O4jmOtHGRWhV4w0zkjB4L17PKbAKbNY7vDwXx6PqmmC12ub8RoMzA+nDJsVD3BFfTxZ1YCHoTRrdR+w9/rrCkAKjO7VpSYm1T9+/XOvw0vVdvn+8n7rr88ZChe8f76Ng6ygF5sQE0e4O+B4gIJUkaJro4+MEi4tESsXzgIaFLBQwDYNwfSOuDiRspGXftNXSNMzBAYSmQ7uFCgK00Md77WXCeh3v7HtgWlhhQLi7jWrfMLnu6klvTPEHIZppQq1GWC7jb26hpzKoyi7+0iLh7m4cM3vlKrkf/gBsm/a772IA7uwc2tg40rIxhwYRCjpvvonRP4B27Bj++jrBbhktlyesVtAKBVS+QOfNNzB6SlCv4e93TPggKEXn2jUST36X1P/2/yB443U6C4vvW0igFfJow6OobuOXZtvI4VE+TyfZSCmubDaZ3WrQ6PjsNF0EcKI/Q1/qs/32FYrVhsdg2kQgWG+6DKatz23qse4F/P3FDRKGzsMTBZ65sk0hafD9Y71YHzP/+05bvdHy6UuaCKHYbPn0p4zDi/MBQ7Z/kNTSPK2dTVqVMoHnYSeSrFy5wJH7H8JMJAmDuIpoGCbNapl0Ty9H0mmiKEJKDbfVZHd1hcLgELmBEfR9sx5xTPbNGOrPitK+9Lcb1xQjqMPK63t/11JF5Ma7UF+91SFg4QXM5hZq6D6UpqNtXkRU3jdeREGcxmWmYOAMbF+NyWfP0diWq7kehxyk+xHSIDJSqOwwsrWJ77QBhbZ7lXb/43hGAdJHMUr3Iv0GIAjtAoGMG573E5KHJopMFJP8/OLG53KcDvH1xSGRPcSXgoYb0nB8/ubcOkEUIQV0/BBMAbNXcd58g87rr8WBBQCahj09jRwZBcuGZoOo0UBLpTDvuQ+tp4fWy68QXruCSN+MohWJBNbwEJ13342rkd3IWGnbGMMjJB56KA4NcF2iVgvV6cQVUv3OREuoiKhW7drJgCrv4rz5ZkxgbyD0qP3yl6QefZT0ffcStpqgSRIjw9T/5m9A09DyecKtrT3bLnPyCNbRafztXYRlEZbLWBOTiGadaHGeYHMLCSROnSTyA9y52bgivX/bDCOu8kQRuB2i/mGM7/+ITBTivHcWohBhGHEVNpFC7buO2g8+SGR/vu4ZUgi+daRIo+OzWY91wj84OfCZSSzAXNnh2ctbnBnNY+uS1+fLPD5V4kx/5qNX/hhI6RoTpRTnVmv87bl1BHBkLI/1GexwrpUdfn1li4fGi2hS8Nr1Xb51tJcTh00eBwqdWpXy6hK1rU16xsapbKzSbtQYPXkG3+2wfPFcHIoARGFIcWiEqYce4drrr7C9cJ10sQenUUc3TXz39pvPZD7P3W5a0uvzsRSAuBIrdy4gnV0Q8RimpAaaRRSGiNY20c4chi4g8Lpx2RFCaDF5dRsQhWDl4n+tXRh7NJYshF5MdIWATrycyPQjikdQq28hRh5HtSuIzfNo/Q8REp/7vpEDI3fHbe/P2vzO6X4sIZECfnJmkJQh79oNnxNEtP2QUsKgFYR4gaLwNZT7fZ1x+G0d4kvByb4Uu22PS2uxnvTbx3oZTJuod9+k/c47ABjj43jz8/EUVhjSuXIFbWMT66GH8KVElkqkvv9DooFhojCIba4yWWANiG2mrKFBWi+8iGrHAQNCiJh0JhJEnQ6tV17Gmhinc/UawcoK1tg4rbW1eMh8H5mVto1yPVQQgiYRYURUraClU4Ttdix36EI5nVibOjtH4sxpVG8D5+23QSlkMknUuFUD7C0uYOpTaMUCkZCYg/24r79K2GqhJ2yCeoNweRk1P49Mp0nefz/O+fO3kFlrehq/Kx0QqVScDmkl0H/wO9i5Au7cXLxt+z5XaBrJhx6Coyc++5d6B6zXXXaaN7XG17aaDGbMz1DVjDGQsSilLc4uVwHIJUxG85+f1kyTgqneNBfW6kRKkbRit43PQkD6UhZZ2+SNhVjmkrF1+j9GnOUhvjiEXofFs29jpXPkVKyTNUyL3rEJ1q9eYmc5rlZKTQMZe01vzs/iNOr0H5nCcztEfoBhWZiJJFEY0K5VyCVSe1KC0vD4XYsXvQHh3nRQMQwTuXkenCo3zn4BcaxusoQyE2hBC7EzjyodQexc6jqmKNDNWMNqJODIE3DtaZj4Flz527jpSzPiaqyRBK8ZE9ndJnLul4jCNLKzRei7hJqJCLvLfwxkTJ0giMe29F1M8fOiiF/P7rDT9PjusV7eWqrQdAN+59Tg19Lf/euKQ8HXIb4UzFcdrm7UkSK+z35jvkJ7eXmPxAKoXB5zair2dO0SiLBWJVxawpqaIv3DHxMNDAMQaTrG9BSyv29vfWNoCOettyHwY8InZFx91bR4ONc0wlYLf+461uQkwc42IptBmNatFdYutFKRqFoF18UaGqZ99ixRo4G/soKIFEaxiN5TQh8YQC/k8ZeXkakkwrJwLl5AhWFcyd0frn0DUuJdv47Z24c9OYHzxpuEXbIrkinQDUQ3eStqNmm/8TqJE8f3VheGgdZTInIc9L5exMSRm8fRTqA/8RSZ3/0JiTNnMIeHscbGSD3yKOl/+I/g1L0gP/+hIFKKxW74xQ9ODjDZk2a14lB3g8/83kldY2yf6ftw3r5Ff/1ZUfNCfnFxE6UUg7kELTfgV1d2cKNPz0CylmSq72b1dbInTcE6rCUcJDR31rtVVIGVySOtBONn7qNdq7CzshRXK4VASI3I91FRiBCCZnmX3dUVigNDmLaNkBK33aJdq1DdWCV04xmJbE8vyVLfh2/E54GuR62WG0Qsvdh1Hnjfb1cpcKrIxipafRFW34rJ+dRTiN6jsS421QtTT8HwA12LLBGne0UqDj4IA5AG6DYEnbg6GwWI8kL8ec0txNZ59MYiUn0MadQXDFMKJkspOl7A355bZ6PWYayYImUeUqOvEg5H0UN8KfDDCF0KfutEPzXH573lKuH1WTRuHW5VJouWzqC1WyjPBQTKMDDP3EP0vpxybewI/uwcxuBQbFclBJHj7JFSIeIAAJnNIrMZwlYL5fmQTiMNDRS48/Okv/E4jV/9Kp5O6zZoyEQCoelE7XbcJJVJo9VswmYTLZfHmBhHalrX4msLoUmMyUkwjK5xjYiNHKMI1ekgbBvlOIAAXesSW0HotJEJG+W6NyUSmQxGMoXvtIgcB8LYqSGs1pCpFMr1SD7+OJ35BUCQevIpwn2aPNmOKyWqUET2De7FIivFLZrYSMHlnSbDOZuMoXFxq8V4IfGpCaIUgsfHCxzrS9OfMhnMmNTdgN7kZ8/uni23eXupQtY20DXBxfU6mYTBvQOfj7QgY0iODaRJmTrH+tK8sVShmDKxPsP17dpOm7cXK6RtHYng7EqVjK1zqi/9uWzzIT47GjvbtzyXQsZ8r9nESqYIfR+lVFyRJf4dKxURBQGNnW0Gp4/RrtfwHAczkSAMAjzHoV0rM3TiHsbufQj5MauSnwVRsh8pdaRbR9RX77yQ1BFBG5QPuhUT9HYZsXkuHhx0I27u2rwU1xEKR6DvOCy/3h0XBejylmossksppIbYvoyaeAIqS5AsoS/+mnDiR4TaQerSF4wVEqRsnWYnQAqY6UuhHzqrfKVwSGQPQaQUDT8iZ2oEkaIdhGTNu/fTiFDMlJIMZGzSpmQ0IZhxA7xnXyWs1RCajsxmIZNFaVpsnp1Kx/+IiW60vQ3vI7JRNof9+ONIXaKIUM1ux+2N6XcVT7nLdDpOwGrHFc+gWsWePooxOEBUq+PlC2S+9z06V64QVGvIdBq9t5dwexv75AkU4M3OknzwQVovvoh98iTulStE7XYc1NC18Ypcl8j3yf/0p2g9pVibm88TNRroPT1E9fqt1VlNQhDgXZ+PN7fZQKbTiHQWZRhYloWWvY6/uEjkefirq2R//GP8rS06588jdI3kww+jPfhIbH+zsoR/7Sre6ioqDNESNubMcfSpqb0giP1Ya7q8eG2HQtJkuJDg/GqNrb40T033fOoJdUMK+lPxBd/S5OdCYgGGcxZTfWkeHM2jS8FrixUmP0cbGykEDw7nkSL+bh4ZzXcbyT79BW4gazNWSvHIeAEp4NWFCiO5g3RR/82GELHm9caTVCZNu1rGaTrsLC10yWuMwPfiGZYuNDOOqq1vbzF+zwOYiSSdRoNIRViJJP1Hphk+cfqWpq+7CT89RjI3BCuv3BoHewNCICIfgg5C6qj2DiQK8d+aW7GUQCUgPxr7xEoNihPQ2IxfMxKxm0vkxxpadfO4oVQcUVtdBCsNQhKl+mH3OmZxDqdw+gs5Bh8HbhjxzNVtmp2A/qzNVr3Dzy9u8ZMzA7d4MB/iYOPwm7pLCCNF3Qsp2Dp+pGj54YE8MSKleHOlxrXNJj842c+1rSaL5RY/OjlwVwTvNTfklfldHp8sEUYR5y8tc+TK25iRT7C1FVccAXZ3kKaFPjGBSt1esVJheEdKEfUPY377SYzJI3gvv4S3sEDoeQjTRO/pASEI222i/T61kcLf3cGcnkZLpggdByUh+3u/h0ISui60mgTlMmG1Sri+RuKeMzRfeAFrcpLOuXNEXe9YpRSyVELpOsKyULUajWeeIfXQQzSefRatWCRqtwk7HWQm09XKdo3GNS3W3nouCFBOG623h2hnC9k/SJTJop04jdbbS7ixQVip4K+v4Vy8hExnsE6dRqWzeC+9gF4o0Dp77pZjE7YdnHffQV66QOqp7xENjd7y+lDa4sHxAm8tVqi0PQopk4fGCgeypz6la3x3H8H+7mcg2x+E/cT18/C+zZoaPzjWg+y+5/7Hh/jyoRTYqZhoprIZls+9E/tDp9MopRBCxGEH7TZCxPMsumkgdT1umkLQaTUJPRfTTuC2WySTWex0hma5zPrlc4w/9ETs0XqXEUoTVRiHyz9D5ccQzc1bXhc3gg70JCr0EarbzAVxVXXw3rgau9UNRiCKCwI90zFJra+DYd94s1hSILszS0KihAQri/IdmHyC0OlaDG6eRxZOEHEw9KeWJuN0yZTJo2N5rm63qbv+5ypTOsTdx8FjVl8DRErxxkqVa1tNfnCinytbTZbLbX58auDAhR9IASlLp+0F/PV7a0RK0Z+xMT5Dd/aHYaXmsFRuU237DEkX87mnqWgBvf1FZDJ1k8gCkefiz81hHD2KStzaUX9DL3onRLki5IoYfoAVRKjqLmGtHk+lb20Stdq3raNls3Suz2MemYJCEWNoGPnUdxG7u7C8SDh3DdFuk3zkEcLVFerPPBuna+n6HolFKVCKqFJBHx3dS/QSmsRdXibx8MM4772HMTSEv7aG3tcHQhA1m6CbCCkxhoZwZ+eImi2MoUH8zS1kqx1riQeGugQ5gbITaL06iVOn0CaOQCKJ32iganW4dg1Xk2jjE4TN1m37GrkerWd/Rep3f0qUK+x7RRHu0+4qdYuN+oGD+IDHBxn7ieshiT14yPQNkdxYZ+XC2a4soEWmWCKZzVLb3kJKiWHbCCEwbBvPcQg8Lw68Cj2kFJQ31ll87y2Gj52kWd7BsGy2FudIF4o0t9fJ9I98IfsSWCVkfiJOQbxxs3wDKgLNQOkWwm/H1eXSNKIyH4cdLLwAwY0mTRGT1aUXYeiemNCmSuA2Yt6qGbHGPoriAJb8GLTLqIlvEmVHCeq7N0MPmltoYZtI+3wkQJ8HjpaSHCkm0ITgRF+SSH0+N66H+OJwsFjV1wRSQD5h0vFC/ufZNZSCwXxin+H/QYLgeG+K2a3mnkXSw5OFu9YpeqI3jRNEXFqtkt1awjo6RXF3hbDRwJyaItjduWV5FQZE21ux7VYUVy1lMokcGiYCZLuBqlUhApFOofLFvZl6OT5J9O67iCBLuLYOgFYo7DVR7UHKWHJQb0IqjfJ9zOkplNRRvf3I3n6EbuB33iUolwl2y5jDw6BCvLm5m4P4jSOaSiFME7q+rzKbJdjZQR8ciolyGKIPDMSDfhShPA/VahF2OmiFIubwCKHTJmw0Ub5P1G4TtZrY6TQkUvhrayjPRSaTCMMgcGtETnzREUGAv7mJCnzM8XFC7ozI9QgX5hH33iSya02Pd5eqFFMWo8UE7y1XeWup+pmkBYeIseP4ZCwNSwp2nICMqX1m54ZDfP5I5IqYtonrtEmkUnjtJq7TxkykIIqIlEKFEbpt47ZahIEfh5SImCgmc/luE1jE8oVz3PNbP2RrcYnGzg5b83Okir1k+oa7y99dRGaWwO4lkhLjxO8i5p+LuazUUCqKNa1dQiukjhp+MB7L5n61j8Tug2bFetmhe6A8H5PbTiO+4CmJstNxc1joowbvI+y7l6Cy9r43Ubc3uh4AaHvfx9cjBvc3DYdE9q5AcLQnyZVNe48cPjiWJ3EAU4FCpXh9qcpmvRNXZt2AZy9v8+NT/RQTn39TwpXdNv/n64t8ayJP2VO8dHWXn5yZZGZjFpFOI9MpohtVRAV4LsH8PFqnE0/HmybZ3/4dZL1GMP8O7atX4oYtAE3DmpjAPHWaqKcfVSySPHkC5/yFvQawSIExOIC/ftNkO3HiOP5uGX1kBCUEyfvvR41O3rLdUkXIjoN79j28jQ2M4WFS995LbXEpDkyQESKRQMtkUErhr6xgDA6ipdKQTKMZJkRRHBsLcTztyVNQKUOjQVCvk3r8Gzgbm+gjI7ivvXbL50etNsHiItrISLfpDeyZY0SN5q0HuNlAdc3a/ZWVuIrbrQy/H+6VyyRPnyHqNp8MZ0yenOllIGuTNjRyCYPRnH1IYj8j5qsO//PsOgO5BEf70jx/dZvxnhTfOVK8K+fYIT49hNQIvIBUNovvuSRyOexkCnt8kt2VJaIwiKMMhMD33FgmIGLf1UxPL3Y6w9rVS2iGQSpXYGtxAa0bzOK0GtR3tuj3HDTr8/VsvhN8qwejdIRo5xqeUUQ/9nuw+iZ4LWQQpwWiFKp4BEYfgXf+K4w9BD3Hwe9A0IqDEBRx8peeQNVXEYUJlLRQI4/Edtp+C/w2ChHP4giJsvIE6vbrnbBzhPqhLvwQny8OiexdQKgULy9U2Kx3yNgGTdfnV5e3+PGpAXoO2IVLE1BMmQzmEnx3poeFisPibhv7E1Rkm37IWt1lupik5YdsNFymS4k7GliHSmFIyfXVCuHcNkII7NBDRRFepUry0cdxXnslrkY2GkStmNRqvgdhiDU9jbu9hfc//wdaLo8eBmCbkEgSNJq4c3P4C/OkHn4Yb2sb1W5hSHBVhDk8hL+zS4SBOT5GWK1iDA1BLodm2uhTR7FOnECNTd5iRyXrVYKtDaJaFb9chi5R7eSyIDX0gX5AEXVcgq0tZDaL0A1kPo8yzLgCLCWp6Wn8eoOwvIuWzYJpETVbCN8ncc8ZOuvrRPU6cmT4NrINEOxsI/P5+HgUCohSETrOLcuo4Ka1Vbizg338BHSsro+uAstCGQZBrR5LH1wP9tLmBDM9N5tRjvccGvV/HshZOlIInrm8yXNXt0makvFSkoYbHhLZgwYVIXVJIpelef065bUVdpOL9E1Ocfqp71Pf2SbyfTy3w/bidaIgABWRLpYYv+d+1q9dxU5niaII12nTbjYYPXEG3TARQlJZX0F8QXIdhSAYeACtPI/yHQKhISeeQAYOym9DazMORVARUujIkYfiSmzgxJpXOw8D98SOBkuvxtXbdhnV3Ebd8/8kFDq+MhFKoe+cA68FCOg5SlSYRrUrt21TNHAvEYe/+UN8vjgksncBmhAM5GzqHZ/vHu1lseKwWG6TPpACcsGxniQThQSWJjnVl2K6lPzY054KeG2xwtxWk8Z4kYWdFuWWS/LMIMN3MHs/3Zvkp/cPc/7qGp6hc2q8yGh1GZRCdDq4V65gjo2D49A5fw6laQjTxJo+iujpQSZTdF59hc6VK0jTRBscJOp0EJaFffo02Cbu+QtUL13EfvQx/EoVYdtYJ04S7myTyOVRiQR6oYA+PoEsFFBWAiwblS/ETQr7IAOfzvO/JqhWMUdGcM+e3bsMBTu7aPkc/soqwtBj2UM6Het3LRuk3KeTjR0hzDP3IFWIMTSEKPXAsRnc2as47763R0K9lVWsiQm0dIbO3Nwtrgv4PubYOPrRowTVKob9PheAGwRcSqzJCYJrV+MghH3TeVouh336DKFuxE4Jh7hrEAJ6UgZPHC2x03TZqHeY6c9zrD/NeN7+sjfvEO9D6DnsLMyxdOEcQkC6UCDb14+dTFFZW8FzO/hOG6fRoH9ymlS+gGFZCKmx8M5bNCu79E4cwanXMWw7lgapkExPD77n4Tntu+LZ/EFwkyMkZ36EfuG/I2uLqPUWAoGycwgpiDpN1OhjKCnBrcLiyzFhjYJY17p5LvaJPfF7UF9HeC0wk6jaKuEDf0Rk5NHqK6jiMKK+RmR3pRV3ILGkevDz01/Yvh/iNweHRPYu4WgxyXg+gSkFx3uTHCklMQ+s+Ebsi94UnyiGUwAPjubZrru8tRgnFt07mmcgfWebpeuVDhdXqtjJBGY2ycXlMoXpCWbOvYS3uAgqIrRtgvV19J4ezIEBpG0jRkZQYUj718/gzS8AEHU6aF2PWOW6OG+8iTnYj9A1wkoduo1jqtPB63QQdhISCZL33080fTxOvgKk6xCtLBPNx4RP5nLIkVEiO4XYXEP4HnoqgUqlsE+fpP36mwAEm5skTp3CX1lB+T7SspDFEqrdQgVeLDnwY3JqHZ0haDsY2TRWvhd3bQ3/hRcRRET1OvboCEG1GltvaRL38hVkby+pxx9HeXE1WhYKJB54gNb8In65grzD70kkUyAkiekpOucvEN0hfCGs1Wi99CLZH/4IZX2yZKmmF8YzjaZGzQ3QpLiryTtfRfjKY7W9ziuVJVarG9QdRbudp6/YQ6gSvL1YJpfQ6UtbB26G5jcbiuXz79Ku10hmMoSBD1IipcbCu2/htlsgBPmBIXL9g3iOg+86FAZHWDr3Bp1mA6kbuO022d4+Gjs76LpBIp3FacQa/VSuEDdHfUHQ/Tqsn0NlR1CJPFQXUb6DMNNE+VGEnSWSBmL1dVR2BDH5JLj1WC4hBJSvx88v/y1MfBN0K34vp4pcexsx+m3aI0+iECSqFxFzv4yTvt6PdD/B1I8J9IPT5HWIrw8OiexdxE3iKvg6B4VoQqDvI7+W/sG52MWkQW/G5rHJInop4Jm3F+ht7uAtLtwkXGGI6nTwV1YASJw+iXv1KrppEm7f2gwWVivIUk9M9jwX5933SH3jG4SVCsHaWtwU1q2KqiAgbDRovf46qZFRIiuBmL2C8967SDuuqkSeR3CxgVEoYGQzNN96G3dxASEl+sAgqVOniVwf79q1OPygWomjYTc2kJkMWBbCMDBtG3XDuimbRRsexkzYRKtrlH/ZDVsgjtYLlhZxOh2M0VGsmaM4Z89Bq03UaBCVy2AYIDXMYgn6BpBr60Tt250XALBtrCOTeHNzCF3fazi7EzrXr5Pe2UL1DHzUVwxAOwj55ZVtwkjxraM9PH9tG1OTfP94H0n9a/wD/wRoRnVeWH+ebWeTRMLEcT3aYciV2goJQ+cHDz7O2voAli7p+CEcEtkDg05tl+rGGrph0qpVCYOAsVNnmHvzVXTTQkiJiiIau9uYdoLKejw+1Xe2GThylNXLF0kXSziNOobVE9t2CdFtrlJIKek7Mo3U9C+k30kqH2vhaVRtkZD4pp38dNzYFfrgtpGdTcz+SWhuIldei8dgrxFLDISEgTOgBmDt3bjBKzMIoU8kTJS0ENd+jn0UnPxJnPxJzHsG0WrXkeXrqNADO0dUOoafHieUn4+H9CEO8X4cEtlDfCbckBaUWx4nh3KslNu8Pl+mN23dUVqQt3R+51Q/uhDIoX5+Z+4q/tO/6mZ7dxHe1HlqqSQyX0AohXv50q3LAcrz4gsMse8qQLAZk0rV6SD123/iUadDtLoSV38X5tDaLdxzZ1Gei5bPk7z3XtrvvouzsxsTQaVQYUiwvYVzzcAaGsDoKcXpW7pBBGi9fbhLi3GKl2WjTU2DYWDk8tgPPAihj3v2PZpvv3WTsAcBQaWC3tODNz+Pv7QEQVcHPDuLCgKiSgVZLGJMjsaBEH39JB5+hMYvf8ltkZPdv5iDg/jXrqLuZITehTEwiEplCOYXkB+TyNqaZChv8+5ylb9+N04LemCsgH2XrNq+avBUh+fXfs1We+uWarmhRUz1afhhxMXyy3x3+nsMGCfIH2a5Hyg0drZAxURVNwzy/YNsL8yjogi/45DI5vA7HQLPxe9q00PfJ/R9oiikNDpOfXsLr9Mh9D0C36cwNEqrVkVqkuLgCD0TR7+wpn2ztYJqbiEzfQgVopQiclsor9tMq5nopRF44/+NaO1A0I49Y5WKPWIDF5Zfg9JR6D8NlQVU8Qhq9zrixO8RdhqgIsTiC+iZCQItiWcUoOdBRO9D3WwEdRBNCg483Cii7UUUbJ1OEOGGEbkD6EN/UHB4ZA7xmSCAR8bz9GUsTvWnaQxmWK46DKY/eMr6RvxflM6SPjJGvVQi2Njf2BS/rpeK2KdP41ybxRodIWo0Ee/TdAohYvamQHWn8b3lFez774vTu/Y1PwldR8+kQQhku0U4P0f1//t/o/ZVN83JCar/9b+CUuijY3uNWsb4OMJzcV5/DScMMXp7CeoNlO9jz8wgikVSY2NoPb3InhKkM2j9A6iefiIh8J97ls6lS7dM8yunjQoCVFdbG7VahJUyxvhovFwQgFIYuSwimyNx8iRRKgupLOmnnsJ9tatn2w8pkek0xsnThDvbBOXyLdZg0rLQ+wdQxRII8BbmSTz86F71+MMgheBYf4YLa3X8MMLSJTN96UPPxS7WnBW22lt7z73QY7OzwXZ7C2/fdGvVq/C/z/whWaaQHFayDwr8joPntAnDkCiKSBeL7CzFKXuaYeK7HYSUmMkUvuuS6emlurGOblq0dndJ9fRip9NdNwOJlJKe4RHazRbZUh+Dx06SLPR+xFZ8PjD9ConN18BZh3YIZholdFQUopI9BEGIoUvk0ouI6nI8rvoOoOJAhE4tjp7Vbdi9BhPfjjWzmoXKDKIyw3DDWsttYjQWCfIn9j7/kMB+eniR4sW5MpuNDr91vJ+3lyvU2gE/PtlH9pDM3hGHR+UQnxlZU+eebsZ93tLJ9398HVTQctBnjmPOHCPa3UV12mjZHMb4OJHr4lybveHMj/I8ZC4H3LSckrkcke/f4oivwhAhNfTBQbx2BzQNM5Mm2t2mc/4sMpfDlIrK//GXcZOZkHG0rIrQUmnc7e3u+0SYk5OgaUTbW3iLS3uf4W9vY05PEzlO3HSVTJD48W8TzpzaW+YGfZQ7G6idLYLtfTnuYbQnDwgqlTgkYX0dFUaE2zvYR48S7GyjULhLy6SnpxFSINwOyrJR41OkhoaxypuwsEzoB2jZLHJklHB5iWhzGzE6jtk3EDsWKBVLDdKZuLFjbyMjRBShPkbaUMuPePrSJn4Y0Zux2W50+OXlLX50so+k/ptTXfQjxdWdFkeKSXQpuLLdYqY3ybXatb1lAhWwWFui3KreNouw1d7i9a3XqOXr3JN74ANlOIf4YqHpBl67FVvlIYiiKE70khq6ZeK2Wns3onY6g5lIUhwZpba5Qb28S7rUQxSGJHN5Mj395PsHCMOITO8Ag9MzlCZn4un6uwCBQgtbSBVgVC6jX/1bhLOLCD2oLcXVVSuNGnucqL2FlR1C7c7B1uW4+Szo7L0TUQh6Iq7OGsl43doKZIdRvcdRlWVUe/fWz2/vQP6u7NpvHAwJfRmLue0mP+vOfE33pT+Rk9BvGg6J7CG+dISNRqzfSiSRmSyhrqOqFfy1m2bawuj+VE0TaVlEbhzjKpOpOEIW4kjYdhs9nwVdR5kWwvUxUkncSxfRU0mSJ46BYdL69XNxIlcQgGmCkOh9vYS7NwfosFJGDQ2ilUpxNXUfVBgRtVpEYUxX/a2dO6ZoAUSNJsp9n8F4GMR2WACK2Me2txfV6RDWaohCgaDewBwZwT45jDY4ROudd7F2yxhPPIkybVQiSeL0aTrDkxDE2xEBYl+ohLIs6DZ03alAomWzKE2/pVK80nApJHRSusZK3aWUNEjokoQuOdKbZqKkuH84y1srNUxdw9Z+swbYuXKbl2Z3WComMTWNue0GyDyVTnlvmZ3OFg2v8YHv4YYu72y+Q4/Vw7A9/kVs9iE+AuliD1EU3wTb6TgWW0iJ1CSh58fVWMtGoTBMk+buDoadoDg4DAgKwyMksjlGT91Ls1rFddr0Do0wcOyeu+YbK1SI1VxA7lyE6gqGjJCLLyB6pxGbZ6G9e/PEb24hdq8jB07FSYIiBLcJdg6at9r4EXVnslQI6b44xWv0MZTvoFo7UJoB9o9ph+XXzwsCwdHeFBfW6tQ7PkLAmeHcAW4W//JxOK91iM+MlbpL2w8BxVKtQyeMPnKdG5D5fRGpYUjkukStFsaRaWT6po9p0Ghijo7GZuTZLELXMQYGCfdLB7qxtdbxExgTE/jVGkaxQLS5jtrcwL14kdr/+P8R1Wo477wDIk70wvMRxFnqYaUcJ30ZJtJOIJIJws1NpKEjlLqZhgNwYz+lRB8fp3P1KprTRPguIrqZqaVJiW5byO50ozRNpG3dmquqFMHWFkGlij40hH3iOMnHH4N0ms78AlE7rpi4S0uo+esffkyHhhHGx2siUtMz7LTjhrCaG7BQ6/DzCxs8c2WbKzst/v7CBi/Nl4lQSAH3DmZ5YDiLJgQPjeS4ZyDzhSTh1L2Q9Wa8nVU3YLP1wU1sdxtHCkmm+zIsl9vMbTcYKSSZKqb2KqsBAdvOzoe+x41l5+qzHJKAg4FkqY90oQQQ+0obJnYqjW7Z6JaFnUzhey4qUviui9NoUN/eZHtpgfzgILurKzTLu7SaTdrNNmEIRiJ910isVAGJtReQl34G21fRTBux9DIiO4C4+L8QrR2Ekbwtv1k0thBX/jYmsJEPVpq9GNr9UBF47bgi6zYgUUBsnId0P5F2q3RMWbm7so+/ifBCxXOzu9Q7PoWUiVLw9KVNqm7w0Sv/huKwInuIz4T1psffX9igP2sz1ZfmpdltpvoyPDlV+lh3SXJ4BC2RIHRurQh45QqJRx/Hv34db3GBYHub9GOP0nztdUQigT02FifIbG3FOeEAdoLEPfdgnj6Ns7yGsCxkq0H9+ee7lRUN5fvg+3EFsuPEUa+ZDFHbiacRb1R82+3usgHe0jLK9xG6FkscXDeuEEcRWi6PNjgYE9Erl+k8/XOCZgstlcI8eRIpJc7rrxJtbOBvbEB3W2UigV4qEVSq8d+UQvk+WjqNSKVoX7pCVK8D3Urzvql799JFEtMzoN+5CzhKZUmcOUP77bc//ODnC7wRpFi4uMmTM728cn0XU5NM9qaZ3WywXutg6RqnBrPI7tUw7uvqujF8QdpYL1L86soW1bbHE0f7eHOxguuH/PTewS+lAeK23RYghcZQephrlWu0gxZBFGDcoVIthMDUDAqJPG3foebVcGiT4DB84suGkDrTj3yj6xfr0qhUGTx2grVL5/E6Dl67jZCSVD5Pq1ohmcvF8oMwREqNdC7P+vVr7P/WDevueQXbu2dh9a2959JvIoRAVJdjCyzNAq8JRqqrf72xoEQ4FWjtxBKCwEVlBhCNzVs190LGFVlA5UdRUge/heo9RtSu3VxOMwlytyYhHhTsOD6WJsmYGtttn4QhD7xdoKnBWCGJoQm+daTE5a0mNccndcC3+8vEIZE9xEei6d5sVHEjhbWvBNeTNDg2kOHSep31moOta5wayHwoid1vbRpZCRIPP0Lz+eduW84rVxCDQ6QmJ9BSKcToOIWJI7QuXkJ1SYJRKkF32l7LF0h+/wcEa6uIjS3s/h5q/+X/gDBCy2bx19YR6QxaXy/Jhx/eawQThhGn9ayvkzhxgtb16yC1mxsahajAj7W3poFWLEAUoRcLiGIpTvza3ATAct3YFcHzEO++TfuNNzDGYr2vPT1F58rVeL8dh6hWQx8YIKhWYr/Zroetls3hz8/vHQdrZoZgXxRtUC5DowbWBzeOyNP3kHAcnPdJIm5Az+exv/dd8h2LVmWHvz0X+1w+OF4gaxvMbsbT4mlLJ2d/uQOoKQX3jeR55soWv7ocH+eHJ4pkzC9n+JorO8xuxZVYS4+lBRc2mhwpTXGtco1IhXdcT9d1nKBFEHq8uPoiNa+KIQ1aUZ3TxXs5kpwmKQ99Nr9MZAbGmHn8CTbnrlLd2gClSOULNOfLJLM5zGSKVrWCkBqe0yaRyTF+z/20ahWEgtNPfA/N0LGTKTy3Q6b34zmCfFLoUSeOm70BocV+r73HoDIPIw+g/A5CMxBWGuV7IFQsZ7Iz0NyClbdRE48jll6LX8sNQX01rsAi4vFPSEgUUBNPwJVfoKa+QyiMPYILwOgj+Hr2ruznZ0HNC/i7C5skDY2HJwr8+so2hZTJD473fuzAny8HghN9SaZ7khhScGYgTRiBfigt+EAcEtlDfCjmK20uXN7mW5MFNmsdzq3W+a3jvXt3tYaE3rTFDbqUSRhk7mArJH0Ptb5KsLyE6nQQiQT66ChicIRo6iipKKL9+qso71YzbeW6aEeOoD/wMJFholCkjx0nmF/Am59DhRFaXz/msePIsTHCZAbRP0T66AzRW6/tdfFLO4EslUgcncZ54006587tWWsByGKR1OOPoRBxQ1m30UOmknukGRWhPA9lGMhUCnd5Gbm5RVgpI1JpRDq9Vzk1clmcV15GOQ7+9euYE+PIZBJtbY3wBinVdYL1dbS+vji2NpfDnJrGr92sdsh0CtnbR1ip3npcog+XbyjdRHv0G6THxgnmZvFWV+MKcjaHefw4cnSMyE4ylgx5e0nD8UN0KcinLJ69tImlawwVEsxvN3nhepnvz/TsVWW/DBRTBqau4XgBUsTNEF/WuD5VTBBM9TBVSqIJQX/W4mhPEkNLcaJ0nNe3XrttHU2TrDSX8QOfJ8e+w0urL9P0m0gh2e2UeX7lBX48/mMm0kc4mT2DJg79Zb8UCI2BY2dwHYee0TFWr1xg/J4HKI2OsfDeOzR2txFSIpSgb3IKM5Fk9s1XcVtNVBRRXlulb3KKgZkTFIdH0BPpu7KZenM5nu7fv+mpEmLzLGL+1zf/aOdh8B5wq3EVtrYCQqLy41AYg74zqJW3Ec2N2LkkMxTLXiIfUKDbqPQA1NcgP0LUdxpV3ex+oISRh+j0PnBX9vGzIm1oHOtP8+5ylb+/sIEQcGwg/QEkVlHphBRsHYWi5kZfsj2ewJA3HgkObbo/HIdE9hAfCIVit+Wx0/T46/fWcdwAQ5O0vHCPyK41fV6Y3cbWNQa7xOeV+QpPHe3Zq8rK3S2c554lqNZu/YDLl9ELBRLfeYpo5gTpkRGilWXC7W2IImQujzY6RlQoEu2RKEHUM4DsGSD54MNxeIKuo4RkP7VTmTxBpY7IZmOymkyS6O2h9fLLyEwGrVgk3NiMZ8m7PrGtV18jceYMyXvvpfnSS+D7BDu7JE6eoP3ue11ZgEC1WuijowTVGuHWJipSKNXEHh0h3NoCw4KOQ3QjWcz3iJwOKp0m+eijuNeu4S0tx93Cho7UNeTQEPaJE3iVKmE5bhrSikXs++/HK1dvOWxC1xH2R09ZKqnB8Bj6yBiG58VE3DD3jlUniPjFpS0cP2Q4n2S12ua9pQonhrMcKaboTZlkLZ3JnuSXSmK9SPHLS9s4XsDR/gzXt5s8fWmTf3Dv8JdysTGk4HT/TYKy//GDpUfRpcZ2e4sO3elcodjp7JDUE9w/9A2eX3kep9slntBtoiik3CnzzMozPDkEndDlocIjiA/xAT7E3YOeSDN238Oc+/v/QWV9jXalTHl9lXz/IKnpGUI/IFUosHzhHPWdLaTUYnmJpqFUyPrsFcIw4N4f/cO7to3Cv7WxVCYyiO33EOXrN2eSrBz0n4TrzyKkDpoBuRForCOCNiy/hsoMwtHfipO7GmvQ2IwV20IghECNPELUexzlNFEDDxBgxqEI+VHCwlE8u/9jWfd9GdCEYKyY5OxKlUhB0tQZyt553Lyy0+bluR2eOtZPywt4fb7MD07239EL/eBDsd0O6EnqCGC7HdCb1LlNLP01wiGRPcQHQiB4YCRHM1BcXqkSKcUTMz30p25qM/uSBveNFhgrJCgmDDKWztHe9E0SWy3T/sXPb9PA3kBQqdB++uckf/zbRNkCzJxEm7n5+ofVHSOpxRKAO227iNfVslnCWg1zeIjms78GpYjqDcyJcaJGI/aQtWyEEESVCu2XXybx4IOkHn+csF7HW9/Ampwk/cjDhF2NnEgkEaZJFEUE62sgJDKVROvpxb10CfPkKaLyrReacGcbvaeXQCmME6ewT58marZAgDk6hn7v/XReexnpBdgnetB6eog0/TYSC2AfPUqUvF2+4UVqr7N1/2OlQBm362ltXXBqKEuj4/PgcJ5LW028MOLewcye/vXRsfyHfANfDEwpeGSiwG7b597BDBPFJC0vJGcdvDKFjsGDhcdJn0hzrvIebdcBoVhurtDyWryy9uoeiRUIDGkSdDvEd5xt2mGTCzsXGEuP0W8Of5m78huNoNPB9wIS2RxSQBQEuO0WlbUVBqZnuPjCs3va/CgM0AwjtvGTksBpE3o+a1cucrQ08IFj1GeBEvo+WiLQ/Aa0KigkQk+A34bBMzC/T7IVeLEbgTRQoY/IDSPmn4Oh+4mGHkTIhxA7V8DvgJkhGjhNFAnU8tuoe/5ftMZ/jDKS8XjyFTCJrbkBv7gQE/PRYpLlcptfXt7mt0/13+YAkLJ0FPD0pQ2UgpSpY39Fy6Czuw6/vrrN41Nx4+Irc7t8Z6aXo6W703R4EHBIZA/xoZjbcVjabceDOfDmYoVi0iDX1SfqUvDwSJYbd3uPvY/4BJcvfiCJvYGw1SK4cgX58GOfcisVcmczroaGISKRQAwNI4tFtFIPYa1GFIT7LKYU3soK5tgYwdYW+H43xlbEulkpiXwfOTJK9v77cboyhGB7O66WhiGyUMA+cRImJvDX10k++hju4iIqDFGNOhi3nlqR70MYoHQjjotUQCrWQ2qpDHJyGsswCZ77NVEQfKCVl9B19KMztxH8suPzzNVtvjXdgyYEz13b5jtHe+lNftgUteB4T5JWoFiqdzjZn6TlR6zUXcZyd69J5dNgNGczmourI5OFBHGn/8GtMBzLnMQVDm+uvE3Vr3Bu+xwFu0Dd6zbwIchaWcJ97hZ+FDBXv86x7Anm6nP09xwS2S8Lod8h9DpEYUCqWESpiMBziaIIt9WKSayQxN2fsfl/6LugYssup9mgWSnTqmyTKn3+OtkoNYCUOkQBIpGDtdeIAhfNTMeNW+0yOJV4G6XRrdJG0NyEwiSiU0dlhsCpoioLiEQPNDeJilOQLkG6j8j34mCDmR8RJvoItcRNy8CvADKmzumRHGlLY7qU4s3lKj1p6442VsMZixODOc6tVAG4fzxP6SsaH11IGiQMjZdmY+eUlKlT+NDrwFcfh0T2EB8IhaLlxXKC754ZYrXS5sJaHTdQNAgxpMDWJXU3xDa02wYI2arTvnbtA979VnSuXCZ9+gxR4pN1b8vqLu7rr8Ua0H1VAmEaJEdHCIaGMFwXVa8ibZvQ7eylZnnLyxhjo4gwRAUhynFA19HyOfxGC+G61P76Z6iOG4cqDA4ik0mCnV2EruMtzGMfP4518iSd6/N7FRp/fYPEyRNI2+52uIvu9NudiZfM5+Mqx/AoiYcfpvXSS3dcThg66ae+S9TTf9trNTeg2vb4+/ObSAmuH1Ju+x9BZCFC8NpimbnNBo9P9TC/22Kz5vDj04MHcFpNfMDjzxdtP6LuBQykTJp+SNsP6Ut+spx4XRg8MfwElkrw7OqvEAhCFSCFwNYTmNIkjELU+6y32n4biWS1sULYE6AdDtFfOLxGhZ2FWQLXJXRdnFqtKyco0T85TRj4FAaHqWysde+nBKAQmkYYBvieSxTGNn2deu2uEFnf7kHvmYGti0gpoR3LkSKhI9MDkJ9ELL8SLxy6XTcCEUfPaibKSO41dolkD9HQPbGsIDOEL5OoTgvQ4gpuswzaKmJIfCUqsTcgBdy3b3bpoZH8B+rqL223OLdSxTY0gjDilbld0pbO2AdIEQ4ySgmd44MZ3lqsAHBsIEMp8fUeR77ee3eIzwSB4J7BDCdG8lhRRF/CYKonhSYEP7+0SdrWeWiswK8ub9ObMfnWkdItZFY1mrGF1ceA8jxUswFdIiuiENFxAIGy7TsmT2m1Mq2f/z1h6/bqpfJ82ldn0XUNMTWNWphDAVouhwojZMKOdbhSI9jZBduOE7wcB79ah3SKYGUlJrEAUYR3/TrG1JGY/GoaqtOh/fbbZH74Q6yJcdy1dVSngzk0iJ7LEayv7a2vl0qoagWRL6D0W087fWysW2EVcPQEmWKJYGEeb24W5QdI08I8dgxtfIIoV+BOmMwneHiyxGvXdyGE+8cKHOtJfORxl8CZwSyrlVgjBnB8MEtf6pMRt68L/Ejx69kdNusOTx3r593lKnXH53fvGaRof7Lh0tAMxlOTjKXGeWTgEbzIww1c/CjYkxO8HwndJiK6jeAe4i5ARaAihJR798Ch22LurVfQTZNEJs3G3FUKg0Oc+NaTbC1eZ/XKBQLPx0wkGDlxGs9ps7uyRBRFZHt6cRqNWL4UxGmD0fsjpD+vTVcQDD+K0Vh/3y4FRMpAyw3CCoC86T6AiGeFhIRMH5QX4oYxp4IY/xbh7gI0NqHndLwsd3bf+Cphv0XghzWHFpMGxZTJUzN9OEHIa9fLX9k42Cs7Dm8vVkia8TXznaUKGVvnWM/X1+Lvq/lNHeILgxSCgVyCSqWFFHEErRtF5JMm17ebLJfbKAUz/Wn0z8FXVDotosUFOpcvEdZqIAR6qdTttJ9AGQZiZ4tgbRX/7LsEc3OIdAaRzaL0W6uPStMInA5Wby9B3wCypwfNNAi3t2MXgChE3EgJC8PYw1VItGwGkUrT2p8sBshCATyfYHsnXkfGLVCds2cJfB976giy2IPzyiv429tYkxN0Ll2Jt0Up/OUlZLWCPj6J6gYWWBMTqPdVWKNSH7LUR/K+ByAIwTCIpPaheuHtts/Z7rSYJuDiWp3RQoKBj0FI06ZGxjJwvPjC1ZMy9zpmDyLcMKLtRxRsnU4Y4QbR5+Yna0jBiYEM6zWHX1zcAOD0UI6c+cl1jpVOhaXmIoutRa5WrmLpFhO5CTShca0yix/depMnheRIboqW12IwM3RYjb0LUCqitbvNztUNNpdWCKOIVC5PcWScVKmP2uYabquNrmkkcwWKIyN4zRZXX3uJXF8/oR+imyatSplWpUwqX2D42Cka5R0aO9vd5lFACBrbm2h30VrDM4pw/B9ibr0Thxt0arFe32+hqqtgF8DKIXyn60JATGiDDtSWITscE9kohNoCojCGKs+j+U0C4302cNnhr1Q19pNiIGXye2cGu4UYnb4zA1/ZJK3+jElfzuabR0oI4MXru/QfuNm1zxeHI+UhPjEsKbl/JM/CTpNIQdo2ONF/e8KTyKQRhvGxqrLKNPGVIvz7v8Pd3SVUYMbu+/ibm/ibm1j9l5DFIs6lyxiFPO233oqdBHbjqX5jdBSVL+69p0yn0HMZhIqwp48g3A7OuXOEHReRySCTSWQ+B7VYtxg6HWTCRiaSRB0nrrp2ZQix+wFEzSbqht42DJHZLP72Nsb4BGGlSri5BVFI1GyiDQ1iTR3B39gEMx5IokaDaG0VMT6BOTKC+dg346a1OyDSjLjT+CPQ9kPmym10TfDto71UOgEL2w2abgAfQWQj4OWFMluNDkd606zXHF6a3SGfMBg6gIOfHylevB5v7/eO9/P2UoVGJ+CHJ/o+twpKX8YiZenUnfh3O15KfmJCsu6u8srKC1SbDXw/QAjBjrPDfH0eieSRwUe4snuFTtjZW6eUKJHWMlSoMpOb+ZB3P8SngQoDNq6cZXtxnkTCwHV8okjhOQ6VjXWyPT3Ive9ZUd5YI5nJsjU3S+B71He2yfX1gxAEXjzTEgYBrVoFM5EkCgOEpsU3w90b1craKqlCD1au567sk2cU8Ee+S1qFiLlfIQlRO1dQnoPoO41ceR38VhyQAJDuh+Y2hB6g4ka0ZBGa24j8WDwP8P7ZAiEJC9N3ZfsPEvYT168qiYW42PQ7J/v3Ckv7H38SKBRrDY/BjAUKlmsdsrmD2TB2SGQP8YlRdwN+eXmLSEE2YVB3fJ6b3eGpoz23DABRKot99CjOxYsf+n6Rgnr/KAt/9ywDbp21WocgiJjsSe2RWRGGOC+/hDE4hCiWwGnvpWQBqCDAW1jAnJRQ6sFIJfGuXKG1vgZSYp48TTQ3i2aa2N/8Js78Qkw4FchUiqgrT7BmjhFJiTQNIs8DTQMp0fJ5wmqVyOmA7yMsC0yTKFJo2QxaJgMqon3+PNb0UcIwJNjaxpqZwbr/Qfy1NYKd7Tj0IJ8n/fjjMH2M6A5uAp8ESineWqlxbrnKdH+G2a04kevbM71MFz960JHA/cM50pbOA8M5qp2AhXL7wEoLdAm9GYu57SY/e3cVgOm+DLb++XSG+0rx7NVt6o7PWCnFaqXNLy5u8tN7h/akBREhW+46q60VWoGDpRkMpoYZtIcxMKkGuzyz8iukEVewMnqOscwY16qzKCJqbp1X117lsaFHeW/rbLyMkeGp4e9SdWr0JnsYSox8LvtziJvYvn6Zzfnr+8jqrahtbuA5TbJ9Q+iGjgQWz75HqliCKKJdr9Gs7GIlkxhWArfdwu806DQbTNz3EFLTicKQbH8fnWaTyfsfolmtsnLpHFOPPhGHFtwFKAVu/4Pou/Po1TmENCH0EMnCrVJyqaOMBDjV+HlrF9IDqJ5pWHsPNBOszO1RtcMP4tm36/IPcXCxn7h+2pnSKzttnr+6zQPjBaSAt5eqeAimcgevwHFIZA/xiZEwNAZyNjP9aU4NZHhhbpe+jH3H6Wj9+Em0+fkPdS7Q00kS/b1cf/ktqiJuKCgkTfb7VqtGjbBeJ2w2SX3nybgxi7iLHyHiqq9SBFubJIeHab7w/E2iq0D4Xhwn6Th4b7xO6rHHca5dQ3keen8/UbWCPXMUrARRpYw+NYUxOETYaiG6GyJTqW63sogrGVp8+mjZLCqdhq1N9Hwemc0iczlEJkuoG4RtBzEwiDU+DkDoeoSRQuwjsV6oaHoBxYRxy9T5R0EIwb1DWdYrzl4a14mh3CeyWikmDB4dzQGC3qRBb/KmC8VBg0Aw05vmwlqdRsdHCLhnOLt3w/NZYQjBPcM5etIWD4/mWao67LS8Pb/aRljj5Y0XWG9t3LJN6611EsZ5juaP0fBqRFG0573rKReBYDI3TsbKEiifreYW1U6V/kQ/Y9kxJrNHaHba9CRLPDH4FJb46jWZHGQETpONuY9oPBUxmc0PDKEiBUIQRSGtyi66aZHr68d12khNJ10qoVA4NQ8Ar9MmVSgiNR2n2eDYY99iZ3WFRKZAY3cXp7pLotD3mfZBCDDcHbTaAsJrgdSJ0oN46RF8s4Q8/lN47/+zt3xUXkRMPAGzv0RIPfaMre/T1IYeauRBcFvxeBa4kCgRGV0tpdTjwIP+Rw6sV+wh7h6GshaFlMnb3aaxQspitJi8pYB0UHBIZA/xiWFIwTcm8mhCIgV8e6qEIeML+vsR5Yskf/DDOwciwF4ggjx3lsRAH/WBMZLz1+gd7WGlOMjYxhyi7RDt7nbfMCJqtzF6S1jj46hWC1SISKTANEDTaL34wi0OBtIwIAxiXatpYQwNEWxskDh1mqheQ0umUEODtC9cJNrdQbXb+NUaQtfQsxlC1wUhCF0PkUyB7xG1HYShg9TQR0eJXDe++OWLKNNEFEq3tOuoToegc3MaWbmdvaPlRxEvLVS4ttXk4cki23WXxXKLx4+UONWXuuNx3Q8pxC3xhYb4qDXuhC/GEeCzwosUz83u0Oj4FFImlZbH05c2+e1Tg+Q+p3CEsZzNSNZGitjqazyfQApoRw2eXf0V5U55b9msnaEdtHhn5y1qbp3nzedxQ5eZwgxD2gBX2ldZbiwzkh6hE3a4uHsJL3TJWTlOlE7wcP8jNB0HS7N4cORhBhPDmByS2M8bje2N2EngQyCkhpVK4dRrGD0l7HQaFYUoBG67tZem165VEQgyPb1kSj34nQ6mncQYiJsri8OjhGFIfWsLXTcwUznatcpnIrJ65GCuvgibF2JNKyBUhOk3sHQd1X+a0I8Qww+ClYJWGbwmSkp4+I+gsgBzz950LyhNonpPxHGzjS1EfhLROw3Fo0RWDypRJMwdwTOLH7pdh/j6Im3ojBWTVFrxzdpoMUExZdKsf7id5peBQyJ7iE8FQ94sl36Unigq9ZH4yT+MI2pXllGO042oHUMMDuPqOqvrZZaLI7xzeZPTw2NcbkTU1tb5wekjjM+eJWq1AeL1pKD54ouEi0tE7fbND9J1sk89iRf4e9VSAK2352ajQhgQhgGh62OPDuMvg3PlMipS6Nkske/hOw7h2hqJe87Qfu89rJkZ/JXY3iv2mdXQcjmEYaCPjaH19iFNmyC8Bk7stPBREPucCwwp6MtY/M35dd5aqtCbsSmlTC6u1elPWx9qoaWU4p2VGhv1DscGMpRbPmdXq/TnLCbzH+1a8FWDKWG0kMDUJN88UuTyVpO645P8nLvT9v+kbzxeaF6/hcTm7RxXapdZb8ZVLk1o6FJS9x1mq1e5Ur3ERHoSI2/w2tpreJG3t26nvUXDa4AS/HD0x5zO3YdQB7jD7isOr/NxLr6CZDaP124SBTkMK9YGRqGPYduEgY+mG6goIgwCKmsrAOT6Bwg8l0Q2x+bCdUaOn2J3dSUOTxGCRCaFkJ/+u5XKxVx4GnZuVpRl5KFXr6OcuFomdq4hJ79LVK0jF16G4hGC3BE0r4a4/iJCt5GT3+pqZQXU1lCBB5XVOPHPd4hKx2kf+T0C+fUbNw7xyXFlp8V7y1VyCRMp4Pxqjf5CkqP5g3ejfUhkD/GFIDJMGJtEG5vcS1BUxP90wDI0jvp1nKE8c1sNIqW4f6KHoeoGwtCxJsZQYYiezRKsrWLk8sihAHdulhulT2lbdM5fQAQByrQhDBCGicgXIIpuRjdCPHhvbdG5eCF+jXjGREkNc2ICWSziOx2S3/gm7pUryHyOsNHNNleKKAiwxsexHnoYr1KF0MEYH8Pf3EAkPvpCoA0M7HMhEBztSXH/aIHX5nfZaXR4eLzAycHMR/rACiG4fzRHytQ52Z9i1/HZbniM5SxqXrAXXPH1geBkX4qjPSkMKTgzkCaMuKUifTfg43G5fHnvuaVZrDtrrDfXEQhsw6Lu1dmub1FxKxjSwAnbDKQG2G5v4avbGx7bgUPFLfPmxltk9CwTya9/Q82XBfGxdIIKv+MAISsXz5Ht7ac4PEJ5dRkQBG6HwHWxM1lC38d3O9jpDJ7TQUpJZWOd4499m9W5WfL9A4Sey+7SAvXtLZxqldDzyA0MY6bzn2jbrdr1W0isUOEtJBYA30GWr+DnZ5C9M7B5ET0MCJJ9GIkCyqkQVdtIvwVeAxAo8wxEa7GEoP8UnYkfHJLYQ+xhNGdzpDfNw2N5hIA3l2sc6U2BfygtOMQheL+LiwCGTk5jX57lutDImHFcYMaUWLqJ2OrgvHcWpKC9vY1MJFGmQeLUKRIPPIDz9tsgJJplQxjib21hTueIpMSYnER1HQO0XJ6w2q1gGAbB7m7sTBDtM7YKfEglCRrNmLC2WphHp7Enj9B64QVUECCzWbRiEYXAr1Rv7lQ6g0ylEJnsh7qAGoNDt1hu+ZHi+bldtuodelI2G/U2L1zbYbyUjJvRPuIanDY07hlIM1tu8+LsDk8d6+PajsOr87v84ET/gXQf+GwQe3psgeCLSJJsh03qXmPvedK0eXNnloiQhJFkubkMxBZapjRwQgdd6qw116i4FfqTfWy2Nm/5XehSp+42aCWbnN89z1hyEsndaQj6TUcyl//IZfx2k/ruDqPHT3D5xV/T2N1G102Gjp2ktrVJ4LmoKMJ3OxiWTXF4hND3EZpG39T/n73/irEjTdNz0ecPv7zNXOkzSSaTrljFYvmu6mo/PT3dYyRBG7PP3ji6OIAAjSABI82FNNcDSBcCBOniSAKkAwhHONjAhqSRG9O2urq8Y1XRk+mYPnN5H/4/F5FMeldFsshiPoUCFiNXxIqIFSvi/b//+95vP+WlRbqtBtmBAZZOfkbgewhFkNSi+9nq+bOsz15gz7PPkyqN39V+CyTK1ulrrhvVbV4rYi9TnUfNzxBm96B0KtBcRsTyBJk9KIGHdDsERgphpBCTrxD2mlCYIUyP4R36W7jazT2qd3kySRoq391f3GmF/v0DRQpJi3r95l0nv0p257J2eSTQJqY4lxhkqdJhTynFQC7Gyc0eC6FJ/9QpUFWEIiCUSAGyb9P76GPCdpvEyy+j53L4zQZKPGp0gOuilwbBvDINog4OwvYUn1BVCMMbrMGUeAKs2I7alp6HM7+A77iYL7wAmTS+bWPPz0d5sVet67U7ZP+3/w1p3LriX00ksV75xjUNHnRFMJ6PkTA1jo6m+MMXJpkupTi/3qJm311DCQBTUwhDyc/ObPCbi2UUIdDVR/snHkq4UO3R90JC4EKlhx08GBP5+0VIQMUtU7HL2IHNQmsOL3Rpe20q/TKaquMEDnsyezhfP0/DbtDxOqSMFFx1xRSsAjW7RttrUelXqLhbX91Bfc1JFEpY8dsVQEr6rSZCCBRVxen3aFXKpAYG6bea2J02ueFRipN7GJk5TG54FCEUEtk8R17/Lna3S+B6GKZJbXUpulcBqqqRKgwgtm30wiBg/pMP6dfv7rtWgy7yqqYHAlB65VscQojwugSdGuHo8zB8FNXrE6gmQeEg5PbAwAzh/h/iSAM/NYp/4PdwjvzvOOauK8EuN6Jc8/rRrZ3Yjcju8kgQJFI8e2gcFTjU3cBNxFkYyDD4wc+iN5gWwnNQUklCb9vnUAi8uTkU3cBv1K/k3S6vErRahLqOaLbQpqaQmo5MJDH27MW7tAhCIGLX5voIw8TYN42zsHDD/knfJ1BVzOn99D//PGqGkMnsyBI1FiP28suEe6ZJDY3gnDyJu7a2I4iFpmFOT6M/dZQwfWPk40AhQem4QaPvM5W1ODqUou36FO+h3/d42uLISIbPthsjPDeZu2NqwlfNctPmjfNbDGdjlFImny43ODyS4bWpRys6FFcTJIwELbfJcneJuBHHCRzieoxQSnpel0D6BDLyGLZUC0MxsAMbgUAEgqyZJXACVKER12LoikZXBjszAld7yu5yfxGqzvhTx5j96D24yXyJDHz6nTYj0/tpljcB0E2LhRMfcvx3fo+N2Qu0q1UMVWVj7jyqbjB19BhSSj796f9CN2PE0mnsbhfdMFFVBSVmkRkoEc8Wrv2sMKRyaZ7x3AB3zKeXXDeFJcHp3Ob90XuDbp1ASaDOfIfQLBIS4OlJQquI8HtASKClCJSv22zNLk8iu0J2l0eG+PgE31DB/rhMzG5x6PO3CKoVQKBm0yiKQtDrw7aQVVSVoNHAvXQJdWgI2Y3cBvTRUfxaFQGE7Rbh5iZiNPLllOkM+sFDGKUB/HIFJRZHGDpKLo9IpQk1DX1sFG9p6Zp9E5ZJ2GwjNY34q6+hF/KEsSQIUPIFlNExQjPKLwtHJjCGxzCrFWSvAyiIXI4wlbltd66sqZM1I+GZj2nk77E/9vlKl89XG5iaShCGvDdfJW3pjKcf3YfVSNrk4HCac+st1ht9cgmDp0dSd17xIaNjcih/kP+28Oc07AYpI4kiFNzQQ8qQQAaRiAVCwu0UA2M79UHDD32cwEERCjkrS1JPUbej6WFDiyL42gPyGX1wSPzt/GSJJJSg3ofufg+KxMAI0y+8wtq5k1F3q6vQdJ2Jp56h16zj2TaqpuH0uuRHx2lVtkAIJo8dp7a8xNihp0hkslx4723cfo/L7bwG9+xja3EeVdMY2X+AfqdNZmjsRl9WoLa+xtBMGz2evu0+h5qFiGWQ3cr2EhHl+t8KLYYQOkK3AEkoVOzM/mvfYzx6xTq77PJl2BWyu9wGyXy9z37LQCJZaPQZSZmYD3C6OhyZwBwaRVw8F0Vbk0mEZSLjSahWENkcquciHQf6PYSmEtTrJI4exV5cxK9UMCcnUbMZ3GpUYe5XKxiDg8ht31Ztcgrj9e+gLS8SakbkRsBVcZp8EQOBt7aG9L3Irmt7ultoGvqhwzBzGOWqSuTrBaoUCrI4CAxun8kHT9rSSVk63zs4iOMFvD1Xu+/V/PcbVUS+xJcxNeW+tDp+EAzGS4TbYjWmxYipFppQ6Qf9SFtIMFSTjtvBUA0Wmgvsz+7HDV0qvQqGYjCeGmerV8YNPASCjJEmq+exNIu8OXDP++SEIeb2dXj16weP5MxWl1rX5eWpPKc3O/TdgOfHMg+88O7LkCgOc/CbJcJ+g+pGmSAIMOIJ4pkc599+A7fXxe60sZJJfM/FiiexWy1iqTRnf/0LfNdl73MvcupXP7tKUEa/7n67DWFI4HmsXTjH6KEjBK6DehM/aBmG+I6Dfge75xCNsPQ0Yv6XO58kzTT4ZYSUiNBFyBBkgMzvQaqgVC8g22VAIt0OMcXEy07jq4n7dyJ32eURYlfIPtFIIGpAcLOq3uWWw8/ObLJQ65O3VN6dq3JoOMM39zzYaV+pqJBMQaG4s5cAIp0BTQVhIDQtst6ytqtsr3p+O5cukf7xj9HrdZz5eYJaDeG66AODGPv3oYxNEMTjKJNTqOfO41cr1+6AEMhCET2TRXbaJL7xDULDjBodjI0TWg//gRDISPRd//pqhpMGf+OZ4UjMxHT+4JmhhyhsvhhLLZsTS3VyCYNi0uTiZpuPV1t88xFLLQCo9Ws8P/gCZxunOV8/RyFeoOW28AIPXdUxVZNQhnihR1yPU+lXmM5NM9uYpeN3SAQJ2l6brtchpafQFJ2J9CQaOgfyB7DEvVWMb3Zd3rhQ4dszRYJQ8tZcle8eGLindJQvihNI5itd1hp9tjoOlbZDytI4PJQibTzakWWhahTHJ1GTRXz/yhA0PzJGt7JOY3OdsYNPYSU32bo0z+DeaXrNBkEQkBsdo7q8PVtzfdUqkjAIUA2DfqtFv9WkFzbJjoyj6DdGQcVdBgS87DRm7FNkf9v6LV5AbS6C20XIALweGMmok9d7/2+kZoKRQMaLeG4fMfdzjORJlP2/g6s/ub6w5Z5H3w+YSFtsdlx8KRn92hXCPpnsCtknlLlaD9eXHColOF/poQpxQzeooaTJ/lKKpXqfi7ZLwtQ4MpR8KPsnYrFr7bIAqevowyN4K8tRFPVy/qmhR80ItrEOHMSpNwn7DvpTTxM3NaQX4HZ7uB9+DB+fwJyYQD9wgNh3vov9mzfwNm9SfBGLkfz+D5B79+/o5K+iDGmr5/LRpQavTxdoOwGfrjT41nSB9E3K9a8Wro+6iAUYS1m8uKfA3kKMmKaSjRnsLz6a/byd0KHm1LA9h33ZaRJ6nIbbYLm9jB/6KELBCR0Amk6TgfgAOTPHUHyIzd4mmqLt5MF6ocehwiFGrFFKiSEOpY/c8/60bJ+W7fJXpzcJZEgYQse5t7zqL4qpKnx3ZoD/+tkalbaDIgQ/ODT0yIvY25Efm2D51CfEMzlqayuMzBxAUVWypWE25y+iahrpfJGVc6cxEwl0K4ZA4PZ7hGFA4PtIGYlZzTCoLC0xNL2f6vICA3tmrmlRayUSmInbpxVcxtdSKDM/QZv9S0RnC+F1QTUQYRPsOhhp2PM6XPgp+DZCRvsh0mOIcNtTu7OJNvfX+Af+JqF48sSb7Yf8/NwWPdfnpT0FPr5UByR/49joY33N7hKxK2SfQHp+yPuLNbq2z0bbZnarTczQGE6bJK+a5tUUyMcNlprRwzlt6ddMA38Ryj2PQkxDEYKtnkcxpt/UXirMFzFGR3FXVq79Q3EAPQzx1lYR2+1srZn9uBubIATWwYOIgUGCdgclFoPyBq3PPkffswey29GIMMRZXMS5dInESy9j/fB3MDfW8RcXCFpNFE1Hm5hEGZsgTH7V+ZqSpVqflXqPvzzt03UC/DCk0vNIW492IdfdoCmCY8NXzvGzj2B+7GUCPD7a+AiJZKtXJqWneG3iVfzQ5+PNj2m5LQB0RWd/dj9ZM8v5+nlSeoofTf6I8/Xz2IHNZHqSwdgge1P7OZp/miO5p7HEvYv3/YUYjYkcJ7ZbSL68t8DUQ2qCIYGLlS5dJ8pXD6Xk7EaLlydz6I9wasHtsDJFxo88jd1u0qpsoWo6nVoVM5bA6XZQdYN0aZhUpYzdaWN3OiiKgplIIITA7fdJFYrY3Q5eEOD2e2iGSevSJdLFEmb6SjR0cGrfjpPB3eCaA4SH/jax8kfIi3+FHDgAiQJC0ZG5ScTJ/wLeti2SUBGZMXy3j9q8RJg/GM1qtdYwOivYqX1XbTmalbvx9dcLS1P45nSBvz6zyTtzFYSAbx8Y3BWxXxN2hewTSFxT+K1DJf7H5+tc3GyjqYLfOjh4jYgFWGm5vLdQpZiJM5w0mNtq8+Fyg9f3fLHpqZWWw1+f2eDpsQy5uMEb58u8MJXn2Ejqxlk6BObhI7irq9dO4QkBpSGMTIYwlSJoNDD2H0APJcpAAbfd22lcoCnQ/exzUFWUWAzZjbxhMYzIW1ZKuu+/RzKTQY5Noo5NbudnSqT8aqKvNyI4Ppqmbftc3IqO65v7B5hI7xZsPGzqdh15Vbbz3twePt06wWR6Ejdw8cPItcALPS7WLnKxHpnYjyRHOVo8yuH8YezAxvU9NGHw/bHvk1O/eNvStbbLqZXGTn7up0sNSimTUuLW9m/3CzcIWW/2SVka3z0wyAeLdTaaNn0/RH8MxYEMPDy7SyJbYPrFbxA4NusXz5EbHiORy2P3OhRTaTrVCs2tDeRV7W7dfg9F00gPlAiCgHg6Q7O8SSydRjN0FEXQrVd3hGy6OEB2dOKe9zFQYoTtKmHhMJquQnUW4TsogQexNMQyoBpIGUJ7E5EYRPYbqH4HX4tm0pTaRdgWsqGEU5sdCgmD4ZTJp2ttRjIWQw/h+vkq0FUFVQiipsNgPOLWhLvcPbtC9olEUu26+DsdrSSVrstgQufqEflQ0uDYeI5npvKofkDCVDk4+MVTC9KmSiamc2KpAYCpqZTS5k1EbEQ4NkHi1VfpvvPOTvetnSOwIqutxDe/ibOyjLe0DOdC9KEhjKFhpGXifPIJBAFaMok7O4t0t1uEKgpaPo9SKCLjCbyLF9BGx7mcL/wgCSW0vYCMoRJKSccL7xgV2Ox6XKpeacV7bqPNWMYi9zA6AewCgIfDVrdCQk/Q9bpMZSZZ7a7y3vp7NN0mqqKioHC+fp6m0ySuxclaWfZm9uL6Hm+vvcPh3BGaTpPxxCSDsSwZtXDnD74Nth8Cgu8dHMQPQ96Zq+L6D2f4ZaoK354u0vdCcpbG92aK+KF87CJcgdOjsb5MeWEOu9dDhj52q0YsmSQIAtYvnKVXGmJgch/zn3zA4NReFFWNpNBVwcvQ92lublCcmMR3HRKZHEY8QfnSJaxkCqffQ9NVCmNTlKYP3TRn9k7EeguorXlEYxG1sRjdqwozSLMIQQiBDfKKNZcIHKQWQzgt2Bay2PWdmaya7fHhYg1FwN6BJOc32pTSFj8+UnpkCy5vjmSx4VBKGliaYLFh31CUbPuSX54v44chz07kOLnS4I3zW7upBV8TdoXs1xgvlHTcgJyl4QQhfT8ka2r0fMmJ5cim6dXpIu/MVfl0ucFkLkZCv9ao/+XJDLlsjHq9y8vjGb7M1FPa1Dg8nOat2ai4aqqYYPC2PqcCZg6TyhfwFxZwZi8iAx/FMLD2TBF2e/Q/PYE7P3/FP7HVggsXiB99CqREkZLQda+IWIAwxK9UEPU6+t59OIuLGJ0WYTLzhY/tbgil5NP1NqfXWvzwcInFape5cocfHh4if5PK5gjJesvGD0O+e3CQSsfl9FqTpuOTe8Q9Yr9O+DIgDEPGkuP0gy6r3RW2eluYqsGpymmOFA5Ts2uUYiUm0hOoQkVXdD7Z/IRSfIjjg8fpOB3GEuMoKBzIHfjSXbz25mLkj42SNVVAMpi0tl8/HCxVwdoWC/EvmXL0VeD1Osx/9A7dRmNnWei5lBfnaJXLJHJ5xp86yvrsRdK9NrppUFtbprRnH2vnz17ZkBAoWvT7DTyPZnmLdHGQsYOHaZaj3PvBqX3se/lbKOYXCwTEWhdQz/5nxNrHCM2EfhPh29AtI2I55PBTsH6VrZgeg+J+FM2CeB7FzBH2mwjF4HL5bDGm892Dg/zszCbnN9qkLI3vzAw8ZiL2clHyBqO5OCMZiw8WaxwazvDantzO08rSBN+aGaDn+uwvxBlKm4/lwGuXm7MrZL+meGHIWwt11up9vn+4xOcrTSodmx8dGSJravzWoRJBKBmI62SOlBBwjYi9grjF63tnqWXzzlwVU1OxdJXzGy3Slsbx0fQto7IAYbGEUiyROHYcAh+hKDi//hXO8jKksxjT+wkqZYJGY0fQOnPz6LksbqFA2GzedLsyCPAWFtAPHgT37jtofVEUATFNxXZ9/sfnawShpJAw75BTKDg2kmYsazEYN9iTi7H3jgOAr5Za36Pa89hfiFHu+bQcj325R7OA61YoypXovJRgCh1Ls/BCj4QZ41z9LKqiIoSgH/T5cPNDRlOj7M3upWpXsX2bbCLLt8e+TblfZq2zxsHtgq7BRImJxNR92c8rwlU8VBH7uBMGAUsnP7lGxIKkvrZM4EX3mH6rQWUZ9h57gblP3idbGmJzYY50cZB4Jkuvub2ulIS+TyydodtoEE+lGZjcw/rsBaorS6QHSiRzBRTzi7mdmL0VxIW/BBleKYBV9Ui0ShlZy86/idzzTVg9AcNHEV4XsfohMvAhlkNNDqOUniLMT+7ca0Og1r0ywO97AW3Hf+zE3VDSZLqU4uJmm5V6j6QVFSVff1cdSRqAgZRR85hdvj7sCtmvKboiGEyZzG62+W+frgKwp5gktj0dfTkCKGGnyvlBp/rnYzoj2RjHJ7LEdYU3Z2uMZWM7N1YRBojyJsH6GtLzEIaBOjKKLA4ihUKoG6AbiLWVSMRuI5MplGQK1XHA96KuW90O3Y8/JvHyy9i3ELIA0veQ7TboD+OnIDgwmGCh2mWlHqUKvLgnT+oODw4FGIxHeWuqEI+0iPWl5NezVSodm/ZkntNrLVw/IHNslOIto86PBiEhNa/MYnuB1c4qISED1gB703spmcOMZ8c4Uf6Ehco8o8kx0laKzd4mfbfPXHOOjc4mW90txpJjdLwOy+1lnh14ltX2GlOZKUAynhrn5dKrmPdotXW32H5Ite8xmjLp+SFN22M4+eRVqd+JZnmT5tbmNcu8fhen1wUEQlEQQtCulFF1lUQ2R7/TITNQolXeIjc8SjJfoLK8hKprKEKh326RzBeYeuY5WuUNvH4fGYZIKXFdD7tVw0rfWzqJEKBunYTQJ1QslFge2atCPA9OG6HHQE9CPIvobiH3vBZ5zrp9pJEAoSBVM3rv8vsIPYmR3our56n3PT5baZBLGBwdzfD2bIUTyw1KhwYfq6js5aLky6TML1+UvMvjxaP9ZNnlSyDYX0xwZr1FfXvU/fRY5pq8oY4X8P6lOi9MZJHAR0sNXpzI3VFYfVGSusoPDw7ueKD+6NCV10qzhv3223gb69eu9PHHGOPjmC+/QpjKAuAvzt90+9I0wdx+aLfbKLqO9K5KKbAs0A1otyAWQyoqottBy6SQ29u+H1xjUh+EO+c8lPDRSoOVeo+4rtH3fN64UOZHR0oPxTLpYaAJwWv7Cvzl6Q0+Wox8L1/fP0DRerQfLIH0+bT+Eacqp68p6GraTWYbs6RjSTJGhkIsx2ILPqt8hq5qlPtlknqSA/kDBDLgbPUsW70t0maavJ5nMD4IUjCTm+GVoVeZMPcgvmRKwa0IpeTtxTqLlQ6v7x/gwlaHzWafnxwd2c5/3+Uyzc2NG5Z5dn/7lURVNaQMUXUD33XRTYtOrYLT7aKZJq3KFlYyzdQzx/HsHmEQRs4FdtQcw+336XfbyDAklkyixxK4vd49C1ndrUHlAgBCBggzhWitIvIzEMtCexOcBmRGEZlJ8LoIp4vULUCAniBUtmsf8nsJ7A764q/w9v8NCjGdHx4eImWqpA2NhKGRtbTHSsRClFrw/kKVpKUxkLRYqHT4aLnBN79gUfKTSNcLEEIQ1xTaboCuCKzHqAZjV8h+TfFCyZtzVepdl1zCpNF1+PmZTX7nqSFy25GxpXqfua0OtY6LBBo9l+GMxeGBB+cVe7WR/46IbTfo/fSvd9wGrsddXibsdIn98IfIRJqgXr/j54Sei1YsIvs2qCroOotPvUI7gKObF5gbmcELBQcvfoQ+PIpQxDVetF+U5ZbNO3M1vn9okLbt89GlOt87MEDO0lAE5OIGAymT7x8YZKVhc3GrsxMl3+Wr43Trc05WTt30b52gxeern/Ly6Issti5xqnqavt8nZSRJ6kk6XocT5RMUrSLPDj7Lqeppmk4LhKRm15jJHSD0IKPmHpiIBVCE4FApyVK1w6/OR7mZB4ZS5O6x1fGTgOc4NyyTYYii6YRhiBGz6LfbpPJFnB2BG92wfMeh7VboNhqUF+e2/xRN+SfzBVzbJpbOUFlewkqlsFJRbcHNms7cCeH1EIGL1t9CdNaRvoc6dgxmfxHlyLodCAOozkO+jCCEPa/B2knQLUIzDUYC0mN4ZiTsZP0SRm8dJz56TUOAR7mV9e0YThocm8gyXUiQMjXSMY0DX6Io+Umj5wX84kIZVVF4eSrPGxfKJGMa395XeKBdPO8nu3e4rym6AhP5aPry9X0FLla6lDsOyauirQcHk7Rsj89Xoqn3Z8ayHCw+/BuAf+7cLUXsznvqNYKLF1GOHUeodxYDQlUJVBVzoIhbreKNjHOm5lCptdkq7WNtrkIiHmPmW98j1MRtc3QhiqZeqHYZSVskDZXz5S7jWesGy7KW7dPsu/yvz9fxwhAhoO8H5LZ/avsLccazFpaqcGgwzp5CbKdg5uuAL6MOU44X8NxkjjPrLd6eq1BMPbqpBZ2wxeflz2/594pdYTQ5ys8v/YLR5AjFWJGu10EiEaGgYBVwAxc3cOn7fQasIhW7iqHoTKYn6Xt9dAwM9cELhVxMJxMzqHQioTaWiz22vq4PElW/MUJ9uWBL1TR8x0bVNECiKCq5kTHq66uouk7geduV/yFCKJHd1Ta54RGcThcUiGeyhEGAoqoIRcH8Ap7UQoDWWoTOJhJQ8ntg7peIwIXQj4q6ondGzRFQkNU5OPDbhP02oR4nMNLIq1sfIlHbSxAfvef9eRTRFYUXx64UIr/0JYuSnzR0VSET0zm/0ea/NHpRDnE+9ki3mr6er88TdJfrEMwU4nxrXwFDERwZTPDq1LVm5W3XZ7nW3/n3Ur1Hx/Mf6l4qvS72+XN39V7n7FmEY6OPjV+zXKgq1akZwmQKoWlU9xyEoRGk66KMjJB46SWsepXvJfrEYxarm3X0TIYff/MQVnULbWLijrZbq22HNy+U+enZTT5cavCbi2U+uFTn+rWOlJIcGs5g+wFBKHltusjIdTmKV4Sr+FqJWABNwFOjGV7bP8Dx0RQv7i1spxY8miIWYLUXdea6Gbbs03JaWLpB22txqX0JVSj4oU/aSJO1ssS1ODkzR9pMs9Bc4HDxMFPpSV4deZWF2iXabpt92Wni4sEOEkMkb83XqHQcJvIJdFXwxvkyG1cV9OwSkRko3bBMNy2cThspJapukB8ZAwlGzMJ3+qSKReKZHJphRm2sg+DKoFpK8qPj9FotMkNDVJaW8D0fKxl5ZBdGRjHuspPX1ShuKyryAlB1FLcJvTrS7SGlRAoNqejI9AhSiyH1ONKzCdvrhPEivpG9TsRu498YkX68uX9FyU8auiJ4ZiyLpkQBnbiu8dRwGvUxSjF5dJ8uu9wHBLpy9etrL8y1lkO95/LcZNTX/uNLddZaDuniw7ssZKtxrTXWbQh6XWSriTIxgfj4ox1T8vXx/fz0Qo3Do0MUcyq/Plfl+NRBnm7WCELwHQ/9uRfYTI/giTK6ohCGIbMNl+PxBMroxB2bH4ymoumrT5ca1LouubjBcxPZG26Zi3WbC5stFBFFcT9crFOIGxS+Jjmwd2KhYfPGuU0Oj6T53A94f6HGC3vy13cbfqTouLeeDQhCn1wsy/n6BVpuCzuwOZA7gKqorLRX6AdXBoK60BmID6Cg0HJaDCeG+aD5EcVYken09AM/DgXB0yNp4obKSxNZtrouS/X+1yb/+n6SGSyRyGRo1xs7y9x+j0Q2iwxDnG6HrcV5krk8SBVFVUnlB8iWNMIgoN9usTl3ESlDNNNkYGIPRszC7nZx+31UQ0dDYCXTaIbBwN4Z7lVgKTKAtRMwcAilvYrIDCGW34/CtEIgZQDe9vXXq0E8j+xGrVfF5hmUwgzcKi6hPZ5pBLvcfzpewC/ObkV2ZDGdVt/jVxcrfG9/8bHJk90Vsk8wBwoJ0ke1qKpZwFDaYiT1kG9w8h4N3KUkTOeIv/RS1CgByPRbDKQtTi5FubOmoTJihCR//Hv0T50GwBYKFzeaxDTBt/dkeXe5xULN5tgPXyeM39wWp+sHJLQo4tILwmtHqALETYSZ7QeoiuD7B4do9j0+vlTHuw+5t48LpaTBUMbi9FrUrjVlaUzl4o+siAUQ4tY3a196bPTW6fuRYMgYGTpeh7XOGoEMrnmvJz3WumsczB3km2PfpOk0SRgJfjDx2wwYww/0GC5TShqUklEF90jKZDhlXiOf7O3rWFcEth+iKeK+TiE6Ych8rc90Pk4QShYbffYX4o9cdEczDCafeZ7z7/0Gz3aQoU+3USeWStPYXKO+vkp+bJKBiUnO/PpnJPJ5uvU6qqaRyOZI5HIc//Ef0CpvouoGYRji9fvEkgqt8ib5kVESmTyKprPv+VcwU7l73kfdqaA2FoEQho+CakBxGqSAyizCa4OiggyRigLJEvQa0YgxcBGBB9xsECMI0uM3Wb7Lk4ilKgxnLMbzMY6NZnh3sUbK0h+rzme7QvYxo+OHJDSBQND1AhK6whedSlEE1yT7jz5sEQuIRDIqxgqCO79X1xGJRDSdf+AwScOg//HHxKtbzAzvZ2Pb0mpytMj44UnC4TFiI2P4F86jnjvLt9IqXt4ks3Se33nmeRgdI1G8eWXratvhl+e2+PbMAKGEk+stLmy2Gc/FGM3GOLXa5KPlBt+ZLl5z9g8W4wynTTKGxmjaYCxnkTGenJ9ZTFMYzcVZb0bG7KV07Jq87EeRvHnr6uaW16LrdUnoSSSSgfgAn5U/A8BSLWJaDD/0CWWIIhQUoeBJj9XOKmkzzf956P9kX2zmC+2XG4YYigDENe4X98LV16YThPxmroapKzw3luXNuQrZmM4L49l7FrOBlDviNJBXCjdPrXf4+FKN8lCKnhuwVOuhHBhkpvDo+QhbmTz7X36dyuIsG7PnUFSFbrNOr9lk3/MvIRSFi++/g5Qh3XqdzOAgza1NWtUyza0N2rUq2aERFEWhtrKMmUhgxBOEvo/T7eH2bdLFQczkvacUACh+GzW0EU4DpbmKUCSsRdceg4cg+RQsfwTxbLTM7UbtihUtmq1SVLjJbVXkJvBiI19on3b5+qEpghcnspHVmxB8YyqHKhQeoxTZXSH7ONF0fP76zBYHhlOMZ2L89dkNnhnLcngwweOaFyQzOaw9e7BnZ+/4XmtmhjC+XTAhFOTeGeLjkyyuVXn/02WSeyZIppNcwuAjP8ULSMJkGuX4C8QPHyHWaoKUiMRLd+ziFYQSNwj56dlNpISYqfCN6SKHBxMk9ajV7mQudpOzLnaEq7jq9ZPCQt3mo8UaSSuy85ndapOOabwwlnmoUVkfj17QRSJJqHE0rgzSJAGudKN+68JiODZGQk/Q9to4oQ1INKEjEGz1tghlyFCiRM/r4oc+KSNFIIMoR3H7oIQQBDLA8R28wGets8r3Jr7HsPXFCmr6fsgbsxUm83Gm8nF+eaHMgVKK/V9CEAZhNGOwUOmwUO7g+CHmYOqOaTXX0/MCfrNQ49hohoSh8tZclecmcgzEdQ6VEqw2epzbiNI19g0kmco9GM/c+4GRyDBy5DmypSFWz57Et3uUk2k812X51GcomoaQUUFXq1ImVSjiex5Or0u3Xmfvsee5+ME7xDNZXMch8H3sTpvC+BSe6yFUjbmP3mP6ldfRY/dW7KV31xFbJ1E6m2C3kIkiIp6HwIPmCnQrcOjHsPE5OB2k5yDiBWgsI1IlfCMJ/d412xSxPN7kdwl3y2N2uYqrB7K68vhdG0/WU/YxJ5QQyJD356t8ogq8QBKED76RwYNEStAPH8G5tIi8TaGZYppoMwdveOiGuklxZIhJx+Dp0TRJQ+OtuQpThThXn5XQioMViYC70VOTWYtnJ3I7XqhPjWR5ZujKg+jIQ7Z3aTg+aSOy8Go4Ppm77OLUcgPWWjYzhQQt12er4zJTiPGgrpiRtMmBoTRPj6QxNcH7lxrsH0g8NBFryx7L/SXO185S6VUBSBgJDuUPMRYfo+pUOd84R8OOnDoG4wNM5/YzmRvnz2f/K73tnENFKKTMJKqqEMiApJ5kX24fH258SNu7NqfWUi00RcMPfaZz0yy2FnADF0u3UL6gYOh5AZWOy3Ktx6eWRsf2ycYNpr6EC0FcV/jmvgL/+cQqjh8SNzS+sSe3HfW9eyo9j+Vql42GTdxUqXddiimTgXgaRQj0qyLHuioei3tTLFOgurIESKQM2bh4PmpmEIbbtnwSGYa0a1UURSU9MIBmmLTrVVIDA7h9G0UIeq3oulI1nfTgMJqVwOn3aawuMTB95K73Rw87iPlfoQQe9BvRwm4FsmPQWotst/pVOPV/w8hxRHMFNAspBCIzihx9/traAy0Gw0dxi0fx9Oz9Om277PJIsCtkHyNylsZr0wP85al1vEAykY/z1E1a8d0Lddvf8ZWt2f5Ox6/rkUgu1noMp0zimspsrcdYxiJ+H5LBw2KJ5Pd+QPeNXxHa9g1/V+Nx4t/5HmHu5mbicV3h+zMFlO0z8VsHB3Zef1EuNWxOLNVRtx/yHy/WKMR1xr6C1oabXZe/Pr3J02MZBlMmPz27yfOTeZ4ZuX2ERyJ5d6HGpWqX9oTPfLlLq++SfHpku13j/cdSFb61L78zWvjOdOHuRg5fElt2me/O8s76W9SdBgktwUB8EA2Npt1itjnLT5f/iriawFKuRAhbXov/Mvt/0/dtjpeOc7J8kqbTIpABl9qL1O06xwaPoSka05lpPi1/Ctd1M7YDGy3UGE+NkzNzbHQ3MBQDgcBSY9xzyBMoxHS+e3CA/887l1hp2hwfz5KLG3y+3uLZkUgw3it9P+TdhRpBKNFVhZ7r88FSg1cms/cUhZnIWHxjX5G3Zis4fsD+UorjI2lAcHqjzXKtx95ikr7nc26jzVAm9kimFlyNopuouh75T5vWjs9s6Puouo7cbkMLEAQBvUaD0t5p1i+cIz86jmaY2O0OiUwOIx4jPTAYdd3aZmtxjsLkNIp+d+lbZnMOpTYHQrnSllYzQLMi261w+yL07W2PLgsaSwgzhRw4iJ+ZQo48T6BnAUFg5fDVXW/VXb6e7ArZx4ia7fOb2TIAhqawVOvx+Uabp4eSfJG4x0K9zxsXtnht/wBIeGu2zLcPDLIne+NU4FLD5lfntiilLUayFieWGhwYSl8jWr4M4cg4nd/5m8QaZczzZygnC6REQGqwiDI2Rmjdvk/51cL1y4pYiKZaDE3h2zMDSAlvXqygfkVTLqamYOoqHyzWtvOWBHFDvaPBukDw0lSOWtfhxHYh3AtTeYYSD0bE7iBv8foBseYs8+baG5ypn6bltHaWX6hfoBgr8kLpBU5WT7HSXiaux5hOz6Cgoqs6VafKUjtqdxxWAw4XjhDIgIqzRcspYGomeSvP55XPuVC7wJH8Ebpel7P1s1cKwMwM09lpLNXis63PsDQLIRQmUhPElDh+eO9KtusHvL9Qp951sf2AN2crtF2fuKpyYDB5g3/x3SERwPRgihcms7xxsfKFTPo7bsD5zc7Ov5eqPcpDKUoJg8OlJKoiOFRKEISSi5Ueex7h1ILLCEUhXRykU9vCdxx008RzbGQYksjliaezqIZO6Pt063U00yBZKFJeWqTfbuF0O1ipNK3yJmYiiQwhNThELJ1FKBqe4+I7fYy7FLJKZx0R2Mh+HZGdgMYSxPKweRoSA5Go3Z5xoLMFViaK0mbGkFOv4fc70N7EGX/6AZ61h8vVM4+P8yzkLvefXSH7GKEqkXnxK3uLjGUt/vrsJqb6xWVbXFdRhMIb56IuQKamEr/FA3IkbXJ4JMOZtSabLZtMzODYaOa+CZWa7fOXF+pk4jGeefl7vHF+i6F0jO/vLd62EEUJosiE1PT7On09kjL5W8dGiG+7FvzNY8M7rx82WVPj+ckcvzi3SShhfyl5T+Lg6kHO45TAfzeUvQ1+ufwLml79GhF7mUq/wkflD4lrUUSw5/Xp+G3SWpakkeDTtU8AsMM+s81Zen4PTWjMtmbRFI3RxAifVz4noSVY7ixj6AZL7SX2ZvZiqiYSSdfr8tnWZ6iKSt7M4wQu05kpjg0eu7X90R1wfYnj+fzkmWFsN+CX58rYXsiPD5fwAslvVmq8MJGl6wac2ezw4kRmpy3yrYhpKt+aLqApCroi+N7MALpyoy3fnajbPrWuw9NjWfIJgzcvbLHatCkldGKawrHh7ZkChWvScR5lwlAysHeGfrtFIq+jWzGyQyNYySStSplmeZMwCLASCTKDg9idDp16jTAMUVWVXrOJphtkSkO4tk2/3UIKgdvrkRkaQSj39qiVQomirYGHdDqIwn7wtgcPrVUwU1CYASSYKeTQUWTwHEG/CbO/Rt33fQL/xtmtx5XNrsu5zQ6vTGWpdD0Wqj1enMjuNvvYBdgVso8VGUPjx0eGiG27Fvzu0WESWlTV/EUYShkcHctcyQMdyzCUNG4qCBUhiBlXHpSmpnA/LebShsq+wSSn15r89PQGihDMlJJoiogqcaXc9k4ExXMJV5fxLl7Ar1YAgT48jD49DaVRpHbtZe2GcicP8OrXd+Jq4fpViViA9Y7LmxfLKEJg6ioXN9vk4wbPjd++GloieX+xTsv2ODaeZa7c4YOFGgMp64GlFjxcJKdrp/BDn5Z3o4iFKNd1o7vBRHoCVagEMqDpNkhrWXpBDy/0CPCRSEzVwJc+UkhqdpVnBp5hb3Yvm/3NqOArPkRCS9D3+yy1lm7IlfUDH1VR0aXGH0z/TUZTo9Tr3S90ZDlL40dHhllu9Hh3o8o3pgv0bI/5Sg83DDm73qLZj7rIdR2f8WyMqeyd015i11zTX+wHPJ42+cnTwxQsHU0RZJ4eYSCu87jHyNKDw2hmDDMW4+Cr32LhxIesnltCN03sbgekxOm0aW5tkhseI5nL0UwkqG+skS4W6TbqpAdKGFaMfqeDDAPsbgejUSM7Nokeu/v0isDMo6vbv9HAQ/oOYtsrdsc7trkCoY8sHkBunCO86vwLvw/G4zGIuBOhlJzeaDO72aZte5TbNqGEfcUEQ1+L+9guX5ZdIfuYcfXDJ/ElleTFao9PLtUwNRUp4ZNLNdKWxnT+xhvuctPm48U6mZjBUMbk/Eabj5abt00tWGrapGM6WUPlUtMmH9dI6Te/5DRFMFWIc3otKpZIWRpDMQELs7izFwkaDRRVRR8dwe/16K+swFXFYc7cHM7cHOb+/egvvYI0ood6te/xqwtlXpsuogrBGxfKfHtmYPvB+3iQ0BWycZ1nxrLk4zo/P1cmexfCQSB4ZU+O8XyMg8UkM4NJNloOw8nH59hvR8OvsdRaAsAPvZu+R1VUOq7DSmuZw4UjrHXW8UMfRSjoqkYofDa667ihhyoUNFVnMDbAqyOvstpZ5WLjImvdNVQRCcCW0+I7Y9/h16u/JqElEELgBi6hDFGFSsEq8Pro67yU/8aXPj5LEyxWemRiBq/uyfPOfI3Fao8fHByg3fe5VI1E8kt7C0xmH651Xil+RUCUHnSqykNCs5LsOf4Sy6c+xfd9PNdFN02cXm+nm4dQFFRdp762ghWPMX7oKKfe+Bm9Vgs9FiMMfBRF3x58R9vtNurMvPI6Qr378+SnJ5GpYURjOdqQEFE3LiHAvW5wlBmD2iLSvMqJRQaE2T1f7oQ8IihC8OpUnnbfY60RifjvHhzcFbG77LArZJ9gMlbUl/31/UUgygPN3qIL0HjG4qW9BaZycRKGQiZmsK8Qv6WI3ei4/H8/WCJpaXx7/wD/7bM1xvNx/o/nxm4aEa3aHj89s4kiBCPZGKsbNX7+s0W+46+j1KOIcRiGOB9/SNDpEH/hRXzTQDrXdgVzLl5E0XWUl18FBC3Hp9Hz+KtTmwgFXD+g3vO+lJB1gpCPVpo8NZTGUAWfrDY5Opwm/YD8UtOmxu8cHsLcNuv83aeuvL7juobG4YGoyCNramQHvj4/+Y7fJtxuqKGKmx9X1swylCyx1dtis7dBz+8ymZlkJFviQu0Cl1qXCLa3ERDQdBpMpMb5YOMDJJK0mSahJQhkQChD2l6bN1fe5NXRV6naVeab89HsrmayL7OPF0sv8lT22C33516wVIXvzRRxQ0nW1PjBgQFCwAtCKp0rLUbXG30ODCSw7vKa2OXWJIrDjMz0+fSv/gfZoRG6tQqu3UdRDYQikGGI7zgYsTjdZpPChEI8k8VzXVL5AkJRaFUrWIlUJDoBK5XGSt3e7u96PGsAf+o76NW5yJ0gDEAzkWGA0MydFrMyUUQGAVK7LtUoWcKNj92Xc/IoUO251LpXrvmlWo/xrHXHdJpdngy+Pk+1Xe6ZgbjO7z89vCMsL78OJbS9gIyhEkhJue2gCXFNvttOHtwtSMdUpopJ3rywxdxWF1URvDBl4QYhhnKj4MuaGk+NZigkDKbi8M7qAkOWh7IdoQWg2yFoRVPIvQ/eJ/Haa7iud0Pv0/65c6QOHiLMFtiTjfHCnjzvz1chgGcncswUv1zxyUrT4fRqk5Van4SpstboY6gKL44/OK/Uq4Xr3YrYJ4mknmSLrWuWjaVGqTk1TtdO0XJbjKfGqdt1QkI+2viIb469RtbMUbWrO80MjhSOsNhcxNJimKrBufo5pjPTLLWXaDktAgLc0OWdtXfImTkGrAGSRhIkFKwCtusxGrt/AiKuq1yeH4kaS0jeW2rTdXxe2Vug3HGYK3fY7LhMZh6+owZEbgix7RSnfhASe4w6At2MfrtNZmgUu1VHhgEICFwPz7FRVBVF0/Bdl16zQbdeY+zwUTYXZnG6HVAUUrkCZiKJ6zhkBocojE0R3GPBn5RgT/4ApbmAMv8GwrejIq/mCujxyEdbiyHHXoLNs0gre2XlzBjuxHcIxaPdiORuCaXkYrlDKKNI7Gy5w2Kly+Hh9IMvXN3lsWBXyD5BdLyA81tdnh5O0fMD5is9nr5KnF4WsZ+utziz1uK3DpdYqvdYbbl8ezpP5h4qpeOqyrGxDO/ORRY9gymL42OZW1Zbq0Lw3GgmKka6eI5nyxfAda/p+BXW61dWkBL75CmUp4/hNJqYqsANIhVpEBKuLEO2QLnn8dlyA4gm4s+stRjPxb7UDXBPLsZzkzk+vlSn2Ye9A0mOjaQf6TasX0fSenYn7zWppbA0C3u7wKUYK1KxKyy2FtEVjaSewAs8NEUjkAF2YPOLpV/y2uhrvLnyaxJ6grH0GJZmEdNjpK00CgpDiSEs1aLcLxOEwU4ubttrk7cKrHZWkVKSM/M8N/gcLxZfIa48yNxEwXNjGUYyMcYzBl6YZP9gkvH0w+/KB9B2A35+fosDpRRj2Rg/O7fF0dE0M4Xbu4w8qghBlEoAOL0uTrdLr9EgDEMCzyMMfGQYopkmqqbRrpZplbdIZLOMPnWMVnkDt98nmc9T2neAXqtDt9VCM+79++mLBDz1/yKemULO/RLVaSCcDlKzkHteR2gx2DhFaKajKn7dQiaHCI78bWxj4D6fma8ORQhensqxfyDFSMpgLG1Rd/xdEbvLDrtC9gnixGqLs2tNmn2Pateh3nXJJXSmMlcilIqQWJpC3/X5H5+vIYHRYvKeq0PXOy7/+ZNVdFVhejDJ2fUW//3UBv/PF8Yxb7EtRYCQIc75c9DvX/M3gSC4bplbr2O3eqyXu0wW4izVeghgbzFB2G6jEBnLB2HI6/sH0FXBry+W6Tg+JAyEiDoySclOh6a7wQlCNltXprmqHZeeF951k4Jd7g8ZLcve7F4u1i+ioDKRmmS+OYcf+qTNFKdqJwHww4CJ9ASr7TWGEkNU+pWdbZytneG10ddYbi8ThiF1p07H64IXpRWYwiSuxXm+9Dzvrr1LRmTo+VGRmBs4WKpF0kjy+3v/gGfzzzMRe/B5iboimMhEwshQYPwr8Da+jBOEdJyAt2crWLpK3wto2wGhfDwdMqQEZbtYNPA8FE1DM0ycXofAi9KYVE1HVTWcXpesNkwYBjS3tsiUyqyePYuRiNGu1ei12gwfOIIVjxPP3LoN8s1YbtqcXGvxrf1F5vI/AuNpDmrr6G4Dsf4ZsldDYhCOvYYIo/2SikE49hJ28bn7e1IeEqGU1Ps+uRz4oaTh+GTN6LswFYWRVCRcLU1hWNsVsbtcYVfIPkE8N5qh3nWY3YqqrY9P5pjIXD/NLjg4kGSh0mO10UNRBC/vKZA2FXz/7qfHcpbG0bEMlqbwwmSOX14sk7N0vCDEVFTmatG292RjnK90iesq4xkL4bkEzebNN3pdPpQCmKG3bbweRcpKaSuy61IjUTmZsfj9Z0bJWyogyD0zSsoMuNSfY741T9tpYagmk+kpxhMTJJU790Vfbzus1HvsL6VIWxofX6pzsdLlhbHdqOzDREo4nHuKlfYyfd8mriTYl5mm63Wo2NWd98X1BGk9y8BgiY7bYa2zhqao9H2brtcja2Zpuk3eX38fL/TwQo+QEE1oWKrFgfwBBuODTGemUVSFptPED31GEiMcLhzmeOE5xq29qHw9iujuhWJM59szUZOWvhcwno/z7Gj6jv3M3FCiEBV5OmGILsQXavLwIEgXB6kuX+JyNy/fdVBUDT0Ww7NthKLgb4taIxZDSrntMRsSygCkwOl1aW6sUpyYYuTgUcQ9CC8pYbnRZ6Xe43+d3KDteChCx3zqJYaSBkbpJdTaedg4FVl0aRYiN0VQPIyT2oN8DFMKAhkFWs5ttvkbhsappQazm21++0iJwi3qNrxQcr7cZV8hjqYIzpe77C/GMR/z1JZd7p1dIfsE4ckQx7siRnuOTxBKFEUQAqsth5GkyWfrTdwwJGvptF2fX57b4rv78+SMay+XKOoSWVOHUl7zILI0hd85VMTxI2ut3ztUwpeSpK7S9gLemq3gh5LDw2lOrTVJmDp/45lhElGY9IZ9l0jUTJqwc8XySAhImBqqIqLjEIJi0kQIUAYGd953dbcyRWvyF8tvULfrV2+eje4Gnygf8erIa0zFp297HvfkLH54eIiRtIkqBIVkNN21K2IfPjmtwPfHf4u31n9D3a4TU+IMZYY4UfmYvJknZaYYT14ZoGS1LFU7am7R8/rsz00z35rn3bV3SegJLM2i50URV1/69P0+n259ynOl58gaWU7XTpPUkyS0BAdyBwlcmLD2oTyht9KW4/PeQjRoUBXBSq3Hua0OhwcT3MpVww0kby3UiOkKx8Yy/GauRi6ubacWffViNlksoek6UoZR7rSq0m+3MRMJjEwkXO1Om3g6SxhGYjc1MEh9Yw3DtAjDKB2q02jQLm+Q+fZv39PnCwEvTeRo9DxW6lGaw/cOD1FKRNaIjjkIw4NopRdQQpsQjUBLbLe7eDxRhSRpaTh+wH/7dJVe36WYMG8rSudqfd6Zq7BUi2NqKnPlNm6Q3+4yt8uTxO7Q5Qni5Fqbes/l2HiWkWyccxtt1ranyE9vtvnLU+t8ttFio+Pym4sVjoxneW26SCauX+M/CdE00MerDc6VewTA+0sNLtZ617zHVNSdSn5LU3byY1O6yvcPlaJ9Wm2iKyrfPzhATFUIdQN9ZOSm+y/S2ahl4zYBgkqoEYSSmK4RSsl8uUtgxVBGbiy46YZtfrH68xtE7GW80OfN1TdZc5Zuex4Fgsmsha4IFAFTmRjaI/AAftII8Fizl1hszzOaGubgwAx7c5NMpCcYSgxzJP8Uh9JHSCppXOnQCdo4octwYoiN7iaVfoWknuSz8mc4oUPNqeEGLhKJJz3k9n8I+GTrEzJWlr7fp9qvUrErKGgPo3HZI00gwQ9CnpvM8XvPjBAzNLxAEt7mxLhhSKvvcXK1yX8+scZipUOj5+PdbqWHiKJbDO8/gBAavh+1rDXjcdx+H4kk8F2EgME9e1k7f4ZkrkAsncXpdVA0jcD30XQDK5HEcz0C7+bWcLdjqdFnvXkllerz1QYdL7jmPb5i4WpZfC35WIvYCMFMIcFINrZz7Tw3mdsucLw5+/Ix9pdSrNR7zJXbjOfjHBrcbcP7JPJkhhGeUJ4fy1BKmezLx7H9kNW2zfh2pfN4NsaZmLHTHOEbewtMZCxycY1n9pj4ffea1IKWG3Buo43tBlwsd1hv9BnOxJjIWHcxtSPpOD7hdgjTD0O6bkBUni3Qp/fjzM/fuJZloY+O4q1ELUWtsVG6QUApbTGcttho2SiaSvq1VwnNG/MGL3XmaTttJLDecsjENGK6ynrLJhc3iGsKoQw5Wfmc4dFRBI/fFN2TQs2v8Pb6m1T7tRv+Np4e40j+CAv1S9hhn6pTptavEciQmG6x1FnCCz2KsQItt0UoQwQCicQObDRFw1AM/DBqlCAQBDKg53XRFQNNaOxJ72Wzu8HBzKEnNhoLUQrRT54aJmGoKETOJwldvW1+bFJX+dZMkf9yYpWe65MwNL65L/9ITQk7vR5jh4/S3lrj7Nu/JpZKYyaShEFAujiAlUjR2Npg8uln8Wyb2toKmmGhmyaaaSFDSRiGuLZNGNybkA0lVLouihD88KkhLtV6zG516HnBF2xN/OgTSvhgucFqvU8hHcdxXH51fosfHRm6pVViVNtw7b93eTJ5cu/ATyCWprC/EJn5xHWF/Vc1PkgZKqNZi2Y/yv2aLMRI6FFeacrSqfev9WvNmho/PFziv3+2xnqjT8LU+O5M8a4eRm035IOFOqaq8sLePO/NVXhvvsbQ08PENAWGR7FmZrAvXLhx5eIAhqriVyuYMwfI1xqQthACxieHsV54AcanbljNx+Nc7RwQ9YrfaPUptxVSMY1618XxQvZun5v17gYVt8yAMXQXZzXisuC5/vX9Q3Ku3CNhqIxlLM5sdSgmDXK5x7M6/MvQDOr8YvlndL2bd81abq0wlBqkHTRZakWiFaLCPjuwCcIAL3SjfFjp4QUeYvs/L/QwVTPyDJVRZBaiKHzLbUUiNjOFpVisdFb4yeTvPbTjvhN2EGKq0XHYfoj1Jbr+3Qupq6JmqbvwUnaCkA8vNQhCiaoIuq7PiZUmL4xnb9uO+mEhBLi2TbfVJjcywczLrwKSeDpHMp9H03UWPztBLJWitbUJQmDG4wihoBkmge/jOTamGSNVKKCo9/aYVQQcH02ztxinYOkMpQxGsjHU7XOz0XUxVYWc9fV5fCsCBpIGpXSMP3h+lHMrDc5vtEnot36ezNf7zG5FkVhTU5ndanN2q7ObWvAE8vX5JezypTi12eHMeotCwsAP4cRSg7RlcGTo5lM1QSiZ3eruTAP1HJ/lhs3BgTh3enimDJXfOjwYTc/FDbKmhqEpkYgFpKqhv/QNlFiM/unTSP+qhvVCoE7vJ/n/+D+QnofaaoMAJZdDlEYItZuP3u2gT9vt7Hz+RD7BpWqXetclYWqM564temt77bsWsqGEzzc65OM64xmTj1dbjKQtRlL3zxKp4YS8O19BSjgwnOb0apNCymRq6Mm7aZ9vnr2piLVUk5hh0fN7uKHDQKJI1+uw2d3abkFrstZbwZc+AoETOGSMDG7oEhLNNigouIFLTIsR02J03A7h9n9JI8lzpeM4vsd6Z5192b2UrLsf7DxIOl7AL8+XmSom2JOP8/NzWxwYSt02V/WrIgjB8QP2FJO8MJnljQsVHP/yN/DVIyXo2zM6tuOSGx6htrrK+XffxLNtCmMTpAdLpHWdpc0N+s0GEHX9ArCSKeKZLPFMjszgMIp670WAqhAUrGi9nhfy1sUyiiJ4aU+et2erxA2Vnxwdeuw9e69mXz7OVCFOPmFycCBxx9m96UKMYLrI3nxU7FVKm0wX7r4N8C5fH3aF7C4A7MnHqXYcXpjIEUjJJ8sNxm/T9rLjhSxUu5RSFs9P5fjl+S3mK1325GO3NOzveQFCCGKaQkJX0LeF6/BNBF+oG4jnXiI5c5BwbYWw20WoKkpxADE0Qrgd5bj8SRLoegFbTZupjEnHDanZHhOXrYmu2qUQ6LlX8s0cL8QNQvSrGjUo4u4fEHXH45OlGlLCZDHB/FaHtbTF7xwp3bfc2ayp8t2DJX56ZoPTq00sXeV7BwZJmjr1nnvnDXxN6IYtLtaujdQLBLl4lsX2AovlRUIZYmoGVbvCeGqC/flp1tpr+Pg0nSiVoBDLM5GeQFN0LM3CDa6cQy/0CL2QrJVFEQqGYqIKlZSe4kLtIlLC3uweDuQOYSqxW3a3e5h4gaTj+rw3X+Wz5SZ9z2fUiT2SNlhxXeF7+wdQFTBVhe8fHMBUlXu2+HuQZErDVFeW0DWF8+/8hk61EkXpgU6tihCC6uoyQ3unWT1/Fs+xo6ltGdJvtxFCMLTvANnSMKr15WZNUobC8Ykcb89V+OW5LRQhOD5R+FqJ2MtcFq5CiDvO7mlCcOSqnNgjj3h+bCglvoz82v0wyr/XdzuT3Rd2hewuQOQs8J3p4o7eu/r1zciYKj86MoShCpJ69Dquqbe8+XS9gF9eKKNrCi9O5fn1hQopS+Obe2+fGxemMnAgs1OVKLm5bgiRvLVQ51K1wyt7i1zc6lDtOPzk6WGGEgZxJUExVqDcr9BzAyodh5SlkYsbLNd7bLUdpvJxBJGIzRrZnW3XbZ+0oaIqgrrtkzHVa6qrC5bO9w+W+KvTG8xvdUhZGt+ZGbivBWASScf2d/LA/CC8RoyL7ebuX/c8sbbXwgv9a5bl4hne33iPnt/DVE0UoeDj4QQuNbuG7dscG3wGN/SwNBNDNSn3tjhdPY0fBowkRphtzF4p7iLyFZZSkrNy9P0+Y6kxBIJnB4+T0JL4fsBwbBjkoyG+cpbGt2cG+J+fr9P3fIYzMZ4bzz6y1bzxq6aMH8W8z3i+SDqfY/nkCfLDI8RSKex2C1XTSRWLdOp14pkMtbVVhqdnWL1wlsB1UTSdeDpDcXwK1+7j9LtEd6wvfp0IBPmEvuPOoqsKudiuj+rjRFQc3aRt+3xjb4ETyw28UPLKZO6RGsA9ruwK2V12ELd4fSuutrUq3sLr7zK6opAwNWa3OqzU+oRSMpy5fzlxCoJjY2k2GpElC8DTo9md/VJQmckdpNx/i6Shsm8gQVxX0RWBoSkkdHXnmCczk2S1yMC8Yvd5Z+kShaTGSCrN+xc99g0mOT6a4XLgOZSSzba9sy89N6De9+4qX/BuaTghH16qkTA1jk/meGe2wrsLZWKpDheqp2n0m+iqwVhyjLH4+APuLnV/EAKafp2V7hI1u44QkLeKjMXHSam37k2fNJJoikYUW1eYbVwkJECKkPXeGkEYEOBjqTF0VcMO+vxm9Te8Pvo6gQw4VT1J3+sjhOBSc5HjQ8fp+33Wu+v4MhLJilDQFR0/9BlPTTCTmWEqtYdar0Gr30YVKuOJyYdzou6Cthvw7lxU+KYpgvVmnzMbbZ4aSj6AfO2vP0KoIEPatQrNzQ0C3wMkiqrS2FxHAKXpGbYW54lnc+x/6TXcXpcw9PEcl42Fi6QLA+RGxnG7LYzEra/nm7HcsrH9kJlCnNm6zf86uU5cUzg4lObcRoufntvkD44OY2mP6lBll6vxQkm167JU7bHRsunYPoMpC+e6mcBdvhi7QnaXh4KhCo6PZ1modAlCSdzQeHokjXofo5ZxXSVmqth+FKnMxnWuvs9PxKdYSM6x1lknY1659K9+bWomR/NP40mXuc5FPq+c4ZOtNbbmHWKaxv78JGPq0zSdGHnLICRgpdfkg6V10pbJy1ND/OZClc9XmwynTfQveXy2H6VIjCRNvndwEDeQ7MvFMDSPVecCP185T7/vEm4nKy+1ltBVnVeHX72jH+6XwcPBDV1UoRJT4vccCfalz+nmZ3y+9TmBvNpWaJaPlQ95tnScw6kjqIq+c2z9sMOWs8Vs6wINu4EiFJ4pPUPDa7DWXcXdLuqKurRJ2l6LttdmODGEHdgsdZaZzk6z3F5GMzQEAl3VafQbPDv4LOlGmr7fJ5DBdrtbh4KVZzq7nwPZg6w1N/BCD0UovDryKlmtcH9O5l0gBChuCJ5EKBCYCvKqayuQkiCUPDOeZbqY4KdnN3EDSSgF12f6CEDp+simC34ImoJI64RJ/VHIkngEkPSqa1SWF7GSKUIZ0lhbIfB9hKIQBgGe3Wf1zClGDhxi9v13KE3PUF1Zwul2MGJxFFXDd12cXpfAdeAesgv6QchvLlbouT7V0SwXNlqU0iZHRzMcHkhQSBokTW1XxD5GmKrC69NF/ktrjY7toymCbx8YeCRnIx5HdoXsLg+FjhfwqwsVglCStHQ6tsebcxW+M313Tgd3IkTy1nyNetdlppRmqdblN7NlsvGRnZ7cpmLxzaFv83n9BOu9NVpei0AG6EInaaSIKzGOD7xAUk3x1uabXGpdAqCQNJktd+goPpp6ifXuCp3J1zhQzHGmdopKr8Lo0D5QbM53T/Hc/ufYk8p9aREbyMg4/lK1y7cPDHJ2vU253Sd2tMiZzq+o2zViN5li9AKPN1ffRB/XGbXub9Sw5lVY7MxzoX4BN4iE7ER6gunMNCVzFOWuJrMlp5qf8unWpzfuu3Sp2k3+f+f/E8cGj5HWMkympijEcry79h51p44XetiBTT6Ww8fl0/IJ3MttOqUkrsfJmBls38ZUTVY7qwgEJ7Y+YV9mH0eKR+i6XVY6K6x0VqjZNfxKwIH8DEOJIQSCuJ6g7/fYm9nH55ufkzcKeKHHcHKYpwpHGTUn7ut5vR1qxyfc6uFs9bhcXakmDbSRBDJvESqRi8iPjpSI6wqqEPz4qWGSN7HBUt2QYL6FU+uDgE7KINl1IYTucILCSAL/Ps4kPF5IeuU1ypfm2Jo7z+JnHxN4Hsl8gbFDT9Gu12iXt7ic3OT7Hr1WEz0WQ9N1rG17LlU3QChRekoYbqf93D0xVeF7Bwf5X6fW+XylgaoIvrc3z2jKAglHHsECvl1ujx9KPltp0vN8FBHlyH6yVOe1PQWM7ZHm1U2Frm8wtMvt2RWyD4ieF9J2fUoJg44X0PfCW/rhPQmYqkIhaTCcsTg2muGXsxUKCQNdVag7PhlDu2NRikTScgMyhkYooe0FZLYfugqCFyayDKQMnh1OUxlOstqwGbzunPfDHuVemfXuOm2vjR/6KEIhpac4nD9CXE1wtnlqR8R2vYC1eo9szMAOAlYbfaYKcT6p/wW2OEijH7XGbfizO59R6f81PXmAFwuvoIov/hNTheBgKclStcsvzm4CcHA4TS/coNqrotzmhIUy5NPKCUbGxhH3KVNyxV7kjZU38K/KUQ1lyFxjjrnGHMdKx3gm/Ww0LXsbGn6Nz8uf37C8E7RYbC3ubP+DjQ94efgl3t78Nf2gz57MHsZiIwwmC/T8Hj4+TuAQ02L07D6aohLIED8MIg9YKVnprAJgKDqWFqPcL7PYWiRtptmX3UfP69H22jiBy8nKKaYz+5jOTqNIwWa7zHR6hlJ8CAn87t7fJ68XEPL+RcKElCj9MCrlVwRhXEUKUEJARiK2f7a6I2CFqaKoCsgQZ76BVo+h7EsTKuKaVJb0Va8vPw9VX+KebxC2oyYom0mNn13c4sXJHAlN5RefrPLNTpGDMwUC40mL9kkaly5y5u1f0WvU6Dfq+J6H77o0Ntepr6+RGSxR2rOPxtYGQih4dp/qyhIjBw4B4PR7CCFQNY0gCNFMEzORxEzcu7NIzwsIt20cQinpeVd7OuwKnMeNQEq6bsBgyuJb+4u8v1ij6wb4ocRQBZsdl9ObbV6dylPtuVwsd3h5Koe5Wwx2VzwUIbuwsMCf/dmf8fHHHxOLxfjxj3/Mn/zJn2BZN5rWX89//a//lX/37/4dq6urTE5O8vf//t/nRz/60UPY6y+OG0remK2w1XL49sEBPl1q0Op7/O7Tw18r7797QVcEr0xmUYSg1vfpux5qymCz4/DTM1s8M57lmeFb5/M1HY9P1toslbu8PjPAXKXLeqPHbx++YphdiOkU4xmkjGy9Lrd0vEzDr/KzpZ/S9/vElAQx89r5vkvNJVRFZbm1vLPMUBXipkY2YdJzfSodF8PqsdpZZzBexFLi1wi7y5yvnadoFdmfPPSlzlshbpCOGdS6kfgYz8U423jrrta1A5s1d5mCPoglYnde4TbU/PINIvZ6Pt38lJSWYl/iwG23tdxdIpQhkpB+2Cfczmm91IqWA0hCCvEclzqLfLjxEW23ja5ozORmmMxMktAT/OXCX7Ins2cnfSCUIXW7TlJP4Id+1H1LKIRS4oYu+VievtdjpbuC1tNQUPjbB/42Z6pnCMIAN3BZbF3irbW3eHbgOMPJYVSpkday+H5AUk3eNxErJKh1B2+1g9fedkyQoBkqWsbE7XvQ9fE6LnohBnEdeh5+1cbveghLxRpKIJwQzjZQYxqiaOFl9J1rXgklouURbPUIOx5h10MoAj2p47sBKpHI/c1sBSEEQoAWSGS5D6M3zoUv1Pvk4jpZU2W2ZjOY0EmbX4/7Wa+ywYX336K1tYlhmviei6KqO0WUiqbS77SJpdJYiSRuv08iX0AIQSKbp1UpY7daCFVBCIEei2PGkwxM7kXo92bD1w9C3p2voSrw6t4iHyzUeW+uxlDSvK9597s8PExV4Zv78nhB1Kb9W9NFpIyKHiVwbqvD7GabTt+j2nUIJewfSDGS2i3quxse+F2o1Wrxd/7O32FkZIR//a//NbVajX/2z/4ZjUaDf/Ev/sVt1/2rv/or/sk/+Sf83b/7d3n11Vf5+c9/zh//8R+TSqV47bXXHvSuf2EMRXCwlGKt0eenpzcAODqauSZK8iRy2WrEVAUyhI8W6ztR2ISp3lLEhsD7lxpUux6LtR4nfnWRvhvw4p4C+nUJgLfq9CIEnK6fpO/3uR5JSMdvR1G+pst6d40hawRdGOiKYDhjMbvVQVcVDg8nuVC/QD/wmW/M82LpJdpOB1VRoyKjq/I9z9ROszc5jcoXi8QHUvLmfJVa12E8n2C90eOnZ1cZG8kDW7dcL2tl6IddztbPsNZbJW8UGUmMMJ2dZtgcR7tJlFiIGxs5XH3+5ltzOyJWIukFHewgKnAzVZOEmkSgcLJ6kqnE3lsesxCw2dug5lWo9Mv0vD6qUPGkQ91pkNATmKrJaHKU9zfeJ2OmcQIHXdWwVIuKXeFk9RQZM81LQy+x0F5ACMFqdxVLjTGaGo32tzm/czyqEIQyZChe4t3191CIxMb5+nkOFg7y6dZnICSWGqPpNolrcS7UL/CHM3/IZjsqHIzOy/3LIBUrHezl9pUFEvyaTa3aJ21pqKNJ+j0Ps+6gaArhUgeJJPQC9IyJAHofbSLtACWlQ1JHSom1J4v2VJ5QFfgXmwSN6DsSEvzNXtRTFjAmUgz48Pxkjt9cqCCl5OhkjglX4q12MEpxAu3KtVDuefzi3BYpS+fgUIoPF2sMZyx++1Dphhzcxw4pqa0uUltbAUBRo/u0bpiE23mxMgxxez025i4y/tTT1FZXcHuRl/HMy6/RqlZQ9eg7CHyfVDzB6KHD5Mb33vPuxFSFHxwcxAtCRlIm+XgkZnZF7OONqSiY2+Pg2FX5zQJ4ZSpL2/ZYa0TPp+8eGNwVsffAAxey/9f/9X/RarX48z//c/L5qBJcVVX+5E/+hL/39/4e+/btu+W6/+pf/St++7d/m3/8j/8xAC+//DILCwv863/9rx9pIQtQSpskLY1W30MAE/nETmeWJ520qfH8ZJ6fntkglDBVSDCdv7WRtQK8MJHjrdkKqZjGWrPPWC7Od2aKZO8yItT068w3Fm5Y3gnarHSWsf3oga+pKoutRbpuj6yVZdAcIqmrTBUSxHQVFBuh2mQMHSEgbsbYsjdxXIeYZpGzCggpaDlt6naDqltl8B46hF2NKgRHRzIkDY2XJrKsdxwuNdpsBp/ecp18PMsnWx/TcJoAxPU4XuBxqXWJS61LzORmeGHgZXSim6QnXdadVeaas2z01un6XfKxPIPWAGk9y2hinKSa4EL9ws75Wu+tIaRgMDFAIAM86dEN21G00oays8WQOXrT/QsI2LDXWGot7SwzNJ2N9jqBDGg4DQ4WDnKi/Alu4CAQGIpOL+ihqzrL7WXyVp6222ajt4HreTxTfIb3N97HDvpsdDeYSE/s2Gj50kcTGsVYMWpDK0M0RcMPfUJC1rprFKw8860FzJhJSo+KexJ6Asd3dvaxGCtiKNZ90bJazblWxAKi7dGp2fTdgCCUiIt1UmMpZNIgqNoEdQdhqmjDcegHOEtX1g/bHqqpITWBPddAazsYE+kdEbt9InZELIC71GbrqRzvnq+hqgJNUzi1VCc3XWTGBWwfklcGI4WYzksTOd47s8X7S00sTeXFoSxG3UFmDMLHWM16/Ta17bbXumng9joEvk/oe+iWhe84ePaVAbBv99FMi8BzUHWDxsYahmmhahoIgWYY5EfGSGQLtLbWyAxPoGj3JkquTkMrJXYFzdedStejfJXzzWylw1jG2i3ou0seuJB98803eeWVV3ZELMAPf/hD/vRP/5Rf//rXtxSyy8vLzM/P84/+0T+6ZvlPfvIT/uk//afUarVrtvko4YWSX10o0+p7jOfjrNb7/PzsJr97dJh87OsxFfdl2Oy6/PpCGUVAzNBYrHb5eNXg+EjmlnmyEmh5QdS20NQQwJsXKiSOlO7qRt9wG9dVx0eibL45tzOdDSCEQtfrMhgTbHQ2CMKA0dgY2e2UkF4YEtNULN2k4Tb4vPwZK+3Va7Zbipc4UjhCrdfYaY/6RRlJGgwnDQQwnrYYTen8dM2ifZPNZq0Mn2x9siNiASzl2pSCC/ULxPU4x7LP0wlb/Gb9TTa661TdMmudtZ1zIRA8W3qWc9VzDKUGMVSDqlNmtbvKWGqU9d467228t/P+hJ5gJjdDxkrTD26Mel9moTNLeJ3FgZRy57uRSPzQp+t1UYSCRFJ36mStLJu9TXzp4wYuoQxZaa/w4tCLXKxf5JniM5yunSaQwTXfJ0DOyjGTnWGxuYh/VdRcQcHxHUIZoghBw2myN7MHXTFQ0a6J3s9kZ+5LWoEAvI1u1KXgct5rIAlaDilTIwglthdgqgpq3SE2mcb+vHL5RKEqCvZS44btBi0HdTBO6AaEdQdftiGpRgJ2e93rdyTmhGRSJi8Opogj+PlqnWzCQITeDYJdb7mo5T5BLXrYqjEFpePirPdQYhr6wTxBbDtfPZAoXggCQl0lfMSfxaHv4/a7aLpOr17HsXvEkim6zTqKokTWW0LsnEPXtiPD/kSSkekDNLY2cHpdJp5+FhmGZLebKXSbTSqra+TLW4w9/fw9i9ldngwksFDtEUr47sFBFqs9lqpd6rbPcHL3mrkbHriqmpub42/9rb91zTLDMJiYmGBubu6W683PzwOwd++1UzP79u1DSsn8/PwjK2R1RXB0NEMxafLieJbFep9qzyVr7U4NASQMlXzC4OBwiqGUyc/PlSkmzFuK2BD46FIdTREcHcsyPZCk3nPxgzCKkt4F8roGmJKQte7qDaJHhpKEfiU/sNwrkzWyJNTIl1UVKpZusdpZ4UD+AFu98g2ftdnbxAlsjg0cx1C+fIHf1adFESr7szNsdDdueJ8jbRpOY+ffKSNFXIvfIEpOV06zN72Pt9ffYrO7Sc2rsNJeueY9Esknm5/w0vBLXKhfxMej47cZS4/y3vp7N+TKdr0uJ7ZOsB5f58Whl296HCEBZ2tnyOjZ7dzVG5uSpo0UlX45akphZknoCUrxEikzRdttExAQ02LE9TihDImya32GY8P8ZO9PmG/O44c+GSNDXI8zmZrE8R02ehsIIZhIjyOlpG7XaXltskaWvtenYBa2u87FcT2PABdN0XHwGUuNMRobv/2XdAdW2w7Nvs/TGYs5z8c1BdOOjC5uO4hSC8IQ17+cIyxxmw5x/8o5UpI6Qd3hplkOkp2CMWkHuCttzGNFvM72iEcVV9ZTBcZgnPSZOr8zlkC/0IJQ8rsDcYyTVZTBBIqmcHnYp7V9VlbbvHWxQsxUmSml+GypwdubbX67mIKej3uminWoQNBw8NY6yO1mHUpMQx9JIgsWofZoRm2FpqJoOjIMcPq9aJmqYsbi9NstwjBE1XSEEolZw4qh6hqebRP4PkEQgFBQdYOFEx8y9/EH7HvuRXTTQFEU7E6L+tIsxX2H79qmzgslJzfaHBhIoCmCU5sdDg0mie9G6L52CODFiSz7igmGkgbjWYv6SHrHbWeXO/NQcmTT6RurNtPpNM1m8yZrRFz+2/XrZjKZa/7+RdAews1gXyHOnnwcRcDMYIJQxh9LOw112xpLvY/tELOawu88Vdqx3fq9p4fuaMH16nSB9ZbNZD6G7YVUOi5jWYuYdndCNm2mURVlZ8q57Xfp+/0brHE2ehs8M3CMtc7azt/qbo3UduVxjBiejCKCGSNNpVe9qb1Ox+tiGQZNv85CZ45QBqTNDGPxcfJGgS9TebwnPcVCe5aNXiRmFUUQ1+IsduZRFIGUoAjBcGI4arV73UcF+My2z1PubxEKn43u+i0tgk5XT/Fi6SXe3XibZwaP8Rfzf0EQBrfMZ67aVc7UTnF48qkbjrHslqk5NQzF4OjAU3xePglEXckszcLxHSwtRkyzaDgNun6Xzd4mXuiRcBPE9Th7M3upO3XK/TKhDNnqbrHWWWOts4ahGDxfep7hxDB5s8Bye4mT5ZMMJ4d3Gh6I7XzZglVgX2YvE6kJ1jrrIARBGEataoUgY2YwFYuh3DAvlV4hptxbsdzVvxs7CHlnvkqr79EaSHJqtoyqCEoHSmRaHkiJEJFnsESSjet4gQQVAifYOY1qwsBbvOq+d7WgVQSEoGgC2QuRXuQ5u+NsoQjUlEHYdjEG49izDQgk5pYd/SYEmJUoAh22PYLlDvqBDFJVCNc7DHR9XttfZEBXydshqZkBhnUVreODItBNDe+jLUJToOgKmCrSD8EJ8BaaKJU+xsEcofnVD+avv6dpqTTFsXFWTn8WFbwZBvF0GlsIAt/D7fcIpURIZdteK5oRGpk5yKVTn5LMF2hXtuhUBvD6fTRdp99u4XbaXDoduXOsnP6UmVfqDOyZIVEo3XEfZ8tdPlmqs9LoE9dVFqtdhIAXx7MP6rTcklBKTm10GE6b5GM6JzfajOdiFO7QBOeL8CCeN48DGjC2nQOtoZAwHr2Z20f5u/nKzpaU8q789a5/j9we0t6rN99lFEWQy3253tdPIun0l6t6/7LkgKmhK91x7rWEIh1Osq89xeq2HVOt46DfNJor2ZudQldVFlpRTm0v7GKYKqqi0vf6+NLjldGX2eht3HQbpmoylBjiVyu/pDJQxlS3q5ZtONs6xYHcAV4efpmY/kXPaYIfJ37EW6tvMd+YpxU0aAZ1FlrzNN0mKSPF/sx+MvEUhnrjqN5UTRa788RiBpvdOkIFXb25wHBxCFSPtJWm7tRAub2/4UC8yNn6GezpNsPJ4Wv+1mwqO763A1qR49oxTldPE0ifYrzAened/blp5hpzO7ZopmZiSANDNQhlyHJ7mZyZi+y1kISEeIGHRNL3+nyw+QE/GP8BQkSieiw9xmp7lZ6/HWnbVoUNp0FSTyIVyWh6BKtvYgc2aSuFpVm8PvY6z5eeZyQ5Eg0GviDpdIw08PvPjfPfPl3jQrmHqqr89sESJUeCZeD3Q4Tmk00oxA0Ny1AJQ4kfSjRdxd8Wo9EgRV6Z5g4BAUITCEWgKApCFQSKQFEEmqKgXzULFOYUfE0hrNiomoKIqSimGm0vlNH/QqDnLZReQMwRKHGVbi9E03WOKQI8CarCcUVEaQuWgbBU3I0uqqagKSqyvd0dLWWgxjXCbVGtrfQwnxlE225PG4TyK60buPqeVprag27oaLqGoqo0Nzbod1rohkm6OIAMJVKGpApFRg4cIZEv0q5WGJk5hKKqOL1oEKAaURpQp1al16qhXx5ohwGVxVnsZp09zz7P0L79t9234ymLlhdyZq1Fyw05MJLl1QODJM2Hb+E4X+5wYq3F+bLKZDHBmbU21b7P7x0bxXhAQaGv+nmzy615FL+bBy5k0+k0rVbrhuXtdvu2hV5XR16LxeLO8svbulmU924IQ0mr1ftC6z6JqKpCOh2j1eoTBDdOBT9O7EscYKGyFBUoedH/15Mx04Q+lMxhcoU8s81ZWk4L23FRUIibCb4z9l0q/QpFcxAnsNnobO5EehWhUEoO8dnGZyT0JJ1+74ZCmE96n9Ht27w88CrqHTxXb43KkfRRmnZzOxppktCThFLiBz7nqudp2E1G4qPE1WsHbqppsNpdo+k0aboNNrqbGKpBTIuhC53rI6mdfo+snmOxtYCGhhfc3IIraSQwhUXftZmvXMLyrv2Neq6k34+spvq4GIrFN0qv0XAa9P0e+zLTrHfW2Zvdx4X6hZ18V4lE8zXiehw3cNnqb1GMFanaVSDysvWkhyqigUbFrvCNkW+gKRonNk/ghT6qUJFEkeqEnkAXOtO5ad5f/YCZ/AHKQRUTi2FrlOcGn+eF/Etovk6zcet839t+O9f9bjbrfTo9h0BKpALVnkMpEBBIhJD4293oNIWd13rWhLi209ksDAIUSydsOVcisUIgARn4KEISuCHCVJB+SCAkvn0lmVp4IVoxhrPVR7ohQdNFxDVkKFHjOiKhIbIGrpBgu/gLddSRBI7t3vZYdcNA2j69lTZK0mDHtngTUMAYTxMaCovtPksfL/PS/gLrLYeVRp8XJ+5fm+q75Wb3ND2ZZc/xl1j87GMqS4sksjk828awLFrlLVRNJzs8SqowwCd/+d/xnSjFQwiBlUwxMnMATY9SCQLPQ1FVPMfD86/cYxzbRek5nHn3XULFJJa9dWc42w+pt2zs7XNf7yjUG3084/bfxYMgp8Hx0TRvz1aotvpk4wbPjaXptvt07/Nn3a/nTd8P+HS1xdHhNAg4udbimZE08d1OWl+Yh60F0unYXUd/H7iQ3bdv3w25sK7rsrS0dEPu7NVczo2dn5+/RvDOzc0hhLghd/Ze8P3HW5B9FQRB+JWft1DK7SYIUVFMx49e3y0lbZRvjr7Ob1Z+gy70nej+ZXJWjmcHnqXWa+wsO5x9inyiwFCsxGp7lcX2Audq51BVhX7QJ6HHeW7oWWq9OgutRfZkplhuLRPXkkgZzSBcFiJXc7ZyjqnkXkrGyC33N8Bjw16j6TXpeG00VSOuJIhrcdJmmr+49D/5vP4pjusRUy0KscI1bgBu4IKEwViJvt+PWsoqKrqj4YZulBahSLzQwws9ul6XhJ4gqaVuSB3QFYMgCBlKDLPWWcUOrlT0a0IjH8sTV+P0PZtELInjuzdcL2klR8EqUt7OK7ZDB9uPnAnSao5iMs9ic4Hl1jIpI0XDaSCEQEHBUA380McJHXShY6kW09lpFpqR/RaSnSKute4aHa/DcGIEr+iz2Fyk63eAqMBrKDHMWGqUM9WzJPQE8405huMjDMYH+d7YDxi3piBQ8fny13sQhHRdn/fmq0gpeW1/kU+CCh/N1xgZL5Ba7SJUgQhkZIB/edAjJVoxTqgJlKSOdAK8zR7GUAKnuX3uFcHlxHJhqAQ9HzSBMDXUvEZANHAXbohsR1FrVQiCuh1FYdVISBNKQttHBCGqqRLqUTqK13RQS/GbXr+XEZZCWHWuuChIiZRXXTsBOIst1IM5Pqt2WOl7NLyAtUYPCUzl4zc0LXlYXH1PE3qMZKHI4NS+yGrL7iHDAKGooKiMHX4KIRTmPn6fRDZPek/0PgT4rkttZYnRQ0+hmRaJbJ5OvYqiKNfmxAolOpdhQG11iVIyd8t9W6j2mNtqM1lMkDA0zqw1Ob3e5vmx9D23g/6yhFLStf0rraLdANsN8B/gFPOXfd5c2Opy4lKd9XrUwW6jaWNpKkdLyfu4l08mj4IWuJ4HLmRff/11/s2/+TfU63VyueiH+7Of/QzXdfnWt751y/XGx8fZu3cvf/EXf8EPfvCDneX/83/+T55++ulHttBrlwdDGEo+Wm1yYbPDbx0uMbvV4VKtyw8PD5G/hyYTE9Zefn9vkUvdeX6+/DN6XpeEkWQ4PoyGfo2IBWg7Habz+/hw7SMCGdALerT9Fs1ucycKO1ef51vjr/PSyIuYwmS2Hg3cUkaK0rZRf+RnqtKy2ztFTguteUrFmwlZyWJvjhOVEyx1Flnvru0IvpHUCAeyB3Clw+n6KYIwEm89v8+QOrRTRDUUH2IgXiSmx+nLLiHQdJp0/Q55K0/eyuOENkn12ht71+siEKT01M4DM6EnEER5o41+g6H4MCHhznFpio5g2+pKVTG0KDJ1PQoqh/OH+XXv19cdrcQJHJpug6pdo+W2eGbgGU6UT9B1o5iPoRp0vWgmxZMeWStLXI8zW59FV3Q0oaEKlbHUGGvtNTShcXLzJHEtzvHB4zihTd/rowiFje4mn2yeQCAYiA2gC52Xh1/iucKLpJRbi4sviqlEvqBdN2A8bjAwkcfLJUmerkWDHR9US0NWopxtKcAYT+GstVE0gbkvi32mipIwEDENkYiE7ZUTK1BSOkE7apQg4xA7WqC/0UVFEHQ9ZBCiZ0yCxrYI9kNEUodQIhQR5dQGEn+tiwaE6e2UFEu7xmHhatS4hpE08Kot9MEYXt1B3iLtJLjY4NtPF/mLjQZLteg7/a3Dpa9MxPbbLdpbG/h+gKoo9DttygtzLJz4ANW0mHr6WWr5IroV4/A3v8PFD9+l32wwdugpGhtrrJ47HQlZIJkvMLRvBqfXZfTAQRY+/YTi+CSdq2YiFUXBiF2xGCwvXWJg36FbOhnsy8eQBwaZzFpoQjCQMtmTjT10EQuw1fP4dLlOLmGwfzDFhwtVPlpq8FsHiiiPaJexAwMJqh2HcxvRAGumlOLgwG5K4deVBy5k//AP/5D/9J/+E3/0R3/EH/3RH1GtVvnn//yf87u/+7vXRFr/9E//lD//8z/nzJkzO8v+4T/8h/zxH/8xExMTfOMb3+AXv/gFb7/9Nv/+3//7B73buzxiKAokTY2+6/PfP1sjlJJSysK8wb9Scr7SI2VqjKRMzpS7FGI6patsTJJKmiOpY8SmYnyydQIv8Og6feDGaeTJ7ARnymcJZEA/7HKpdQk3cHdELETTi++uvcdzg8+RjxUwNZPx1Bg9v8vbq2/tRAoTeoL9uRmyeoaG3Yr8WMWNzkgXuud4d/Ud6l6VS61LO58lkay117B9m6cGDhPTYuS0LF2nR8bKAvDDqR/ihg6LrUVOVk7SdJsk9CRFq8jhwmEq/QqDsRJShjSdJnE9jqEYuOGVKcuu1yWmxVDRGIwPktJTeKHP0wNP8+bKm9F0diDxwwBDNXBDh0q/ghM4mKqJkIKl9iJe4HE48xSmYu0c41R8L/WBOvPNedRt0d1xu2SsFFW3wkZ3HVVR+XDjQ/bnZghlwIX6BfzQj3JpY0X2pveSsTKcLJ9CV3QkclucF2g77e1GCAog6Pl9FhqLALjSoef1cLajyRJJKEOSRorx5NQDEbGXyZoaWUNDLrTIbHQRuoI2kyOo2vjVPmHPQ03oKHENNWPhdhxkzycAhOaQeHYQe7WNU+lhHc5jn68jez5KykBJ6YROgBLXQED8eAk5GCMWgnOmCk6AljIQEpScBYstlIRO2PWiiKwAVGXnig5rURMGMZIgiCnog/HIMmwbNa6jeCHeSod+PyCo2ghVYIynQFfwKjdJx5BQ9XxatrfjT7tU7zOattAfYmpB4PTYujBLe2uFbruP7zrU11ZIFYrEknFU3aRXr7Fw4iN006J25iSGZaEoCgMTU1z6/AQAQlFACFRVIwxD5j75gML4JBOHjyIUJbLgWl/f+dxENodQr4j2wPeRgY+v6mjb4t8P5U6ahSIEM4UrwvdA4dY+2w+aoYTOdw+WKMZ10qZKytIoJYxHVsQCuH5Is38lBaple7hhiK7sphZ8HXkoObL/8T/+R/7sz/6Mf/AP/gGWZfGTn/yEP/mTP7nmfWEYRjYmV/GjH/0I27b5t//23/If/sN/YHJykn/5L//lI98MYZcHgWBmIMFsuctGM3pQPj+VI3FdzlPNDnhnLvLdPDSc4eRKg1zC4PeODmNc98DcE5+mm+vxyeYnN/3Ewfggw4lhFhuXAMlqdxU/9IlrCZzAJrjKPsoLPXwZUO1V2Jfbwzur75Iy0qhc2b+u1+XTrRMUY0WOFp4mCMNtkXplv1pBnffX3sPDZaWzco1gtjQzEqnteebbcyTUOKqqMpXew0JzDtf3GE4NcbJ6ir7fR1c0hhJDuIFL22txpnaa6ew0Ha+NH/g8M/gMpyunKSVKO/ZbCSOBoeogJDHd5GjpCD9d/mtM1eTZgeO4gcNmd5OUkaIYK1K3a1S2c1UNxSBtZJjJH6DarzPbmOVU/XP2pfchUBlLjiGUqOmEritcrM1ihzZTqT3omg4+aIpGIEMEcKpyClWo7MvuI2/lkFKy0dvgxNYJjg4cZTQxQsaI8nBt36HWryGIitlSRjpqgHDV+TOEiWGY+NIn3B5cjCbGyOtFUuoXy7m/F9S+j7MtCKUX4nkhIqNj5izC7XSBIAhQTIX4SB7pB1E9l1DonipjTKTRhpNIPyD5rTHoB9izdfyajTAUjOEk6kgSYSjYn25B20P6IUJTkHaAs9xGG4gRPzpA71TlSpRVEo2mtgVVULcRlop5bABPgjaSwK/ZSDdAS+gEa128lguKQDhBtH3Hx11qocR1jPEU7sa12ZNhQuPsVgdpanz3UImz6y3mttocKqWuMf9/kPj9DvMfvYPdaROL6YCkXdnEc2xa5U02Z+sMTe9n5fRJ+q0mmb2D2Jks3XqNeCbL5vwsVjK1k1KAUDBME9e2QUqqS5coTe7lwCuvUd+40nnPSiSI567Nh1V1nbIDH85u8a39BTpuyImlBt/aXyD5yOVxCvbmrhT47Ms9esU+17PYsFlv9jk4lEIRgjPrLRaqfZ7aTS34WiLk9YmCX3OCIKRWu98p6l9fNE0hl0tQr3cfcl6MJNy2kYoiZ5IPlpqcXG2SMDV6jk/M0PjRkdINNjAL2w0oJGDpKj9+apjCLRpRSML/P3v/9SzJdWZ7gr+9XYdWJ44WqRU0CAIkAVAUi6yqW3Xr2rXbNg/T72Mzf9OYzXubdd/uuqJLF4sCWsvU6mgRWrjeex48MjIPMkFCJMAkeRYsDXFCerh7uC//vvWtRTtpcXtwg1uDWyQqpebWOFk+xby7wAedd/nw4CMGaY/N4QZMKqijeEg36h7yU10rrfLc3Hf5H9f/O3mzgPGAKNg7OFE9wXON5/nezIuHKrIf99/nzZ036cQtbg9uI8jsojzLZd/fZxgPMaVJP+rxw6Ufsj5c53LnMpa0+fHSj/iX2/8KAixpYggT27CYy88TJiGjeMi+f8B3557jcvsKJysnqLpVNgdbCCkYxgP2/X0G0YDl4jLPNJ/h72/+PcfKx7hQu8A49qnnary+/QapTjLSqRT9qE/OzOFIh5XiKouFJT44eJ/xRArwk+UfEyQBt0e3+fDgQ4pWkaJV5HT1NHm7wMZgnY3ROj9Z+Qn/15X/i2a+iUJjCEk/7HO1exUhBM18k9v920gheXHhRbaH24fCHyBzJThXP8vLCz/i/f33udG7P83tDmzD5mzlHDW3zt+s/O2hWN1Ua0ZxSsk2iZUmSNSXigh90O9GboyIbt8/+Co6IekwRhYsTM8i7Uegs31e5i3s+TzR9gjlJ4gZD6toE98eoEYxRtlG2AY60ahBhNXwiPfHWThCL0QkWdiCMCSqG4LSWPNZizXZ9zOLrFQf0tsC2CcrOM/MEM1mpMXwU9JbfdTWiGR/UnGVAhGl6ERnvrGT/VgWLWTNvStjmECdq9I5VmS+6DCOFf0o+Ra9MjXr779Ba2MdKQWeZzHo9tm/eT0bApSSOBgTjYbUllbY+OQDVJqy8tiT5Ko1uttbbF+5OG2f2Lk8QgjC0QjQOPkCKk1pLK8ye+IsW1cvYVoW+UoVt1RByMPHgtnjJ9kuH+etm21KroUfJ6Qqk1uslN1vaZ08enhY55tUa251A5bLLkLA7W7AStn91gcL/5jwbXOBWi3/6Ax7HeEIXx6aT/ZGRKnmyfkiH+4MMYSgUbSZL3v85HSDWx2fm63xA3xkNeM4ndbhEqUIk5TP29UFkro5Q706wzO1707a0mJKLgdpn43xbTZG69OwAc/0qLk1Fq1F+lGfMM3SoTKbLYHSGkOah0zrDWFgGdZUSnCrd4v/sPrXh0isEIL1wW1SEvpxj5QEpRWu4TFORvgTCylH2pyvn2ehuMD7++/T8BoY2uBq7xp1r4ZrukQqRk8qxlEaIoWYpoxd6V5hsbjI1d41zsmzfH/pB6Q64UbvOvP5eQxp0PSa/P3Nv+dE+QR5O88/3v7HqRb1Qv0CsYr5uPUxs/k5Fr1F6rkGp6onsYTFrzZ/PU3FWigs8Pb+2ygU17vXSXU6Jf+v775OqlO+O/cco86YG70brFXW+MX6LybrQ1J1qzzTfIZ+1Kcbdam7dVzTJVEJ4/hwC9uWNlW3xk+W/gxDWSwXl7nZu3moKnt3uwsW8gtT3e5nSeyb6z1utcb89FyTT7b77PQDfna2SfkLRiLf93kC1Pj+ODaRatJRjFFxsujZzS6QhR9oS5B2Q8JxAqnGrDpgCtLdcSYLANLeXUmIyJmodohONOmBj+GaJAdj0BppS9TE0D/eHOI90yTZG2c2CZ8JpjCbHkbDI9kewYTIpp6BuVQg3B5jlB0mZsWIVJMMIqQps++nMx9aazbPof6aFBTrHm4xs6LLWZKc9e0ZvkfDPu2twwl8kT+a7hlpHCGlJIljlEoz6UCasn31Ek//xd9w6723sd1JJVJk0oA0CicSA0kU+Fm1Fo3p2jSWVzEdFx7gSiKEoDK/yGy5yCBIuLSTXdy8dGrmT5rEPkwY4nAV+fgfQBX5CF8dR0T2CI8cRonmo60+3XHEds9nvT2m5Fn8zWNzrJQ9HENyvpnnRD13X5BCJ0h540aLvG3y5EqF16+3ePV6m795fO4+acG9mM6oaDE9uW0Ft9kebXPgHxyKt/UTn83hJiW7RM2pZYNYAs5WznGtc425/Cx+HE4HvCzTZBSP2BvtkCqFIQ3mCwu0ggOOe2cOLUM37nCpe5H9YG9KBqtuhc3hFo7h8HjjMcI0ZGe0y9u7b7M12kIKycuLL7M12iJSEdu9HZh4rEJG8FaKKywXl+lFfQbRkJOLJ3BMh1vD20Q6IlQhjsy8VHthj+3RNhWngmVY/GbrN5OJdxPXcPjN1m+ouTUuNB6jYpc5WTvFevc2Hx98jGu7nGucZRyP2ehvEumQ671r1L36dB2mOqUf96f+r+/vv8/zC9/l7679HXWvTtWt0graSK1o+y1e8w9YK61Rd+skKuHxxuNc7VylYBVIdAIITGky487w3bnv8lj5KXJGnvc67/Ds3LO8tfPWoW1tyEzmULFqnK2f5UT+9OF9AYFrGfT8iP/zvU1SpZkve19Ly6n1vTvZPVAgbIlINPHeZ2wBp51/jVQa3Yuwyi7+bg9Mcd/7mQWbeH0AjgF+io41epSRy1Rlvt3CMzHLLmoQ4z07h2r7pGGKDhKkZyEciTIl4dYAo+ZialCTj1G9CO1IcO7+5kSiYRChTYHIWxCm6FihRjHCymzAZN5CVhxU834yYfgpYhAjYsWmoemgODNXZL0fMI5SzjRyfJ3wkDsYdQ6mw1nT1Xvnb60IhgMM08RyXca9LqWZWdqb68RBgOW4+IP+9PmGZWextXfeY7IdwvEIr1jGLRSJwvut/bIVJlh57Em8SoOtQcT1/cH0oY+2eiyWHEpf8WLpCEf4U8XRL+YIjxzypuRn55r8n+9vsd4eYxmCn52b/YweVjxg0Auqrsmfn5vFtQwankXRMSm75ueS2H7aZWN0m53xDkqnVN0aK/k1XNPh3zb+jbyTwxDGA/1e+1Efx3CwpUOqUuq5Bpc6l7ClQ704w95oFy30oYEtUxiYhkk/7PFB631KdoUz+QsA7IZb9KIeAsFycZkgDSiYBfJ2jopbYbW0yuX2ZQxh8OTME3SjLk83n8YUJvOFed7afYtYxaQ6mZJYAD/NUq2GyZDvNJ/NQhI0jKIhe+NdUp1Mh7WWCks83nicN3be4Ez1DL/Y/MX0fVKdkCgDU5oordgZbfPq1iuUt19htbjGtd41xskYS1g803ya5xae5f+4/F/JWwVaQRuByKby0fTCLiW7RDwJPtgYbiCEYBSPskhau8iBf8AozqpmO6MdztXPEcTZwNZLiz+kF/QIUh9DmhTNIjPeDE/UnqJiZnrE52rf42T5BCcrJ/no4CN2RtvkrDxFs8R8bp6ztXMcy528TwIiBVyYK3Jtf0hrmLXHv3us9rU9KI2yQ7I/CWbQQKgQqcLMO0Q3ukwJm9aZ7jRWGK5J2gtRloFq+ZgzHnqcZB6mrgGWMX2ZALAkRAodphkB1WTOBAnYx8ukLZ9ocwipRtbGGJ6FMeMSBQlJy8/Svk5XScIA4ZoYsUIEacbE/fv9g5UpMMoOaS/M7LxyJiLVYAjMeg6VaLQpsE5USK27BNiIFGJ9SLw5JN4dE1cd/rXVpxcldB+f45NxAAY0C4tUv4QryedBq/uJpZgM/qgkziqsSYJXLCLQ5Ks1In+MNAzam+tU5xdpb65j2DZpnNw/oYkgV6qQxjEzaycoNUP2bl0jGt/tGpRnmswcO0FhJnMq2R9GKA0/PdekPYr5YKNLP0yPiOwRjvAlcfSLOcIjB43mdsef5s7HqeZ2e0xlvsQXKYotle6251Y/p1WnUFwefMybO28dqrZuDDb5cP9DKrkSrukyjsacrZ/hw4MPMYRx6LmQpUetFldpFpZI4hTX9LAMC0tYlL0yVzpXEEJgSQtDSMI0wo99fHy6YZf/3yf/X/7Lqf+Fx8pP8uHB+6yUVtgP9tgabmIbNgepjxI1LGHz6cGnFN0S64PbtIIW7aDNKBlhCYvV8urUR9YQxtTi6w7KTpm10hopKa/vvD71aT1XP0/ZLrE/3sc1XTaGG8zl5vjZ2s/YH+/zTPMZpJCMkzFXOlcyXqQUFa8yHcYaxkNyVhbB7BgOWmte33mDeq5OySmSajXVOscqRmmFaVhIaeBJk17UY5yOcU2Xtt+h7tVp+x2ebT6LaWSG/aEKeWfnHX6w+CKOtFkoLHCyeJowCTGkpOnNMWPPIu8ZrhMIasYsL1Rneb76Azpxh0iFWIZF1awfeu69SJTm9dtdWsOQnG0yjhJ+cWmfn59vUvk6JKNqZ56xw4S0F6JjhSzb2EUXaRsTNwiFDhQ6SpFSkGwPs/vNFKPuopVGFq2J20Dm9qt0RmpFwUIojRonCK3RQiBMiTAF5kyO4FI7Y+mpzkIL0kxmEO+PcE5VicYDrGMl4m6AvVhEWtnQmE4mF2FSQitEFC20PSGlGnCMTMbQDjIybUrEHT9aQ+OslUnvqcYakUJf7uJ/2p4OnFmtgJ/MVfgftw54541NzJrDz39y7KGQWMiqqJ+FM9G5JlEmzxBC4Pe6lGfnKFRrJHFEeWaOQfuA5toJ0iSht7vDvZohMbGZy1WqmLaDaZoYhkV9bYXaynHCQRelFKZl45Sq3FtdfnyuyELZZSZnsVbRrNVzNL6B2NdvAxpNpDSOlCid/YbsBxQajnCEbwJHRPYIjxz8RHF5d0jRNXnp1Ay/udriyv6Qk80ChYcUiXh1dInXtl9/8INC88r2K8zmmiSTSk4j16ATtRE6q0beIYpKK2Zzs6wVjrE33udYdY2P9j4iSEP6UY8ojTCEQaISBomPbdh3JQfSIkhC3tx5g93RDpGOeXXrVfpxDykllztXSHRC3srxt8f/lljHvLb12tT83zNzRCqiYlf45cYvmc3NslBYYG+8h9Biqved8+ZYLi7zzt47KK0o2sXpENnHBx/hGR7Pzz/Pxwcfc7Z6llCFvLXzFuvDdfpRpt8rWAWeaj7F7mgPS5rc6N7AFOY0fWsYD+hFfVKVYghJzsqxOdjCMi0snYUU3NHGpjqLl/UMF9v06IQdFp1FzlXPsTPe4VTlFBfqF3h181W6URetNa7pcr5+nuPl41xtX+Pq/jX+fPXn1MyZL7S9BQY1q/G7nwgYEqqexULF48enZ7iyP2K7598nY/mySC2JO1dg9No2wjOwqzmSlk8aKVQ/C68QjoE1l0cB6sCfOgoIIRGKjIROKq5aa6RtYDZz6LIFjsxIp8rq/9ISqFBhzxYIr3SzhTAnlVxTou9Yb6WaaH1A7okZ/Btd7PkCyYFPGlroeyJuZclCdAO0HyOx0IZAtUNUkFWIjYoDiUKnGrPiIhsuaj5Hah9eb3J7zOgeEpvdKfC1IokUaE3SDhnt+VDzeBjSgkK9iWGapMndqrJhO+RKJfxeJ1sEQxKMQ/LVGrc+fC9zI0AQB2NypQpJFFJszKBVShyGCCExbQvDtFAqpX+wx/Gnv8PFV39FbWGZpcefwas2P3eZpGDq2CCF+IMhsUrfnQu8Ywz48e6Iza7PD082uLg74GAU8dKJGs4D/KSPcISHjSMie4RHDjnT4GdnZ0g01FyTn51rIgQPjcQG2ued3bc//3EV0AoOuD24xffnf8D17nUqToXvNJ9jx9+h47cRZINIs7lZlourdMd9TFPSdGdJ9QeY0qAf9TNJgdD0w4wQajSu4XK6epqd4S4A13rXsS2blt9CaUUzN8vF9ieY0uCJ+uNoNK2gxT/f/mdSnWIIg7pXZzbXxJCSulvnRv8Gp+xTbA23KNkl/MSf+qSeqJ3gta3X8EyPIAmouBW2h9vYhk3OzBGmIa9svsJfn/hr/nX9X1FaUXWq1N16Rtg1jOMxb+68yXOzz1G0iozjMTmdw5QmlrTImTkSFU/S0jTDaAhS0x/3mc/N4xj2hPxrHCOHRtMO2yyai7imyzAe8vHBxyDg49bHpDrlTO0M9VydreEWo3jExfZF/Njn56t/wUZ3m43hOrXKFyOyXwYCwfnZPCcaOVxD8sRckXPN/NcmsmaY4u+NcM/XUfs+4dUuQgqMugeJBksicyZpN8TIW4iijbITdKQQliQ58LEWC1nVFkAKVKzQBz5Sa1IpMOsu8aA/qcRKDCEyycAdJBqdpBhNO2MknomwJOkgJNoYIIoWajCpUBoSYo1RshFKk+yM0YMYFBiWibAMkoKFUXVQ0aRTYUjSMCa1INwa4JZtsO9WQ41YEW8ND1l/iUQRVmxeW++iYsUPTtR5b6PLq29tsrhSovQQ7LkMJ0fz2Am2r1y6515BodFk1G0zbLcBsFyXNIrJlav4g9sMDvZZOnuB3ZvXaK4dZ2vyejuXQ03kCOF4TJrELJ59DKREoOju7qDVm6w+873PDT34Q0SqNW9v9JgtuSwWHd5Y77JU9dgfhtxqjfg/RhHDIKbs2QSJwrGPiOwRvnkcEdkjPJK4Vyf2sNqLd7A1Xqcbd0hUggBcIzP/B0hJ2B5tTjWtvaiLYzh0wy7dsItneCwWFinZZXpBn/X+BmvFY/xg8ftsjba52bnJ83PP89beW9mQjpBZVOwEiUqYK82RN3O0/BYSSawi+lGPS51LnK9eYGu8hWO4PDv3LO/tvUesYjzTI1QhtrQJVUjLb1G2y0gkB/4Bw3jIW3tv8VTzKfZGeyQ6mdpo3ezdnFaRm7kmHb8zXS5TmJM0KT11ZfATnyiNWCgsMIpHWUJZbhbHcPik9QnfmfsO2+PM7N0g02heaFzgmeYzvL//AXfqNEpNKtcicy/YHe2S6pRe1MMQBq7hEqQBURrx7Oyz9MIeiUpYKCywMdzgo4OPWC4ss1pa43b/Fn4SYBkWb+68xZnyWTpRZ+oCEegRg0kMbdEs4Iqvl+IjELjGHXN6vjaJlUojdgMsQGqIhzFWM0fajxB5C2PGQ8eKtBWAAjWIMp2sILPUageZw4ApMUo2aS/KLho00+EqaUpE3spkBhOZgln1iK5/xqLMM1GjOKvIxgqz6YEQJP0I79gM4SctZMkm2Rlhz+WJP22jY4VwDQzPJN4ZZ64IZRurmSO81s42ucxSybyz9SzhS0N8e4As16aJX9JPCHbvGWqLUlSQYo0TfrJUZDgrWFgfMbtQJTCgvhugVk3Sh2CbNHP8DOFoSHdn6+66kBbVhSUM0yKNI8qzs2xdvoybz3Pm+y8zHvRI0ngiKRAsnDpDFATs37pOHIZoraktLlGbW0AaFqNeD7dYQWvo7e8zau1RnF362sv+qKATJHy0ldkgLlRyrLdH9PyYH51qsD8I6I5jBPCTszNfKj78CEf4Ojja047w0KB0JgvIWxIFBElK7j57rN8vdsJNPuy+x6XORe5YKNuGTcOrU7MbDJIB/XBAxa4wjscc+Ac0nMY0DcpPffyxTy/oc7pyhpXCKs/PvoCf+FzsfIItXHr+gBcXX8I1HW70rrPnZ5PJDa/B8fIxhvGQt/ffAZ1N0DuGjdaaUTzCMgxG8ZCl4iKftD4h1Sk5M8/uOKvepirFkQ6z+Tk+7XxK0SpSsAp4hoef+Ly39x5/feyvudS5xMZgg8XCIq9uvUrFqbBQWOBm7+b0e1SdKolKMIXJcnGZ9/beYyG/wOXOZRBQdarM5efohT36UR8hsphaiaTpNTM3B1IqdoX1fmZP9njjMS51LuEYDsNoyHJxmWu9a5OLBoFjOlRFlX7Up+JUpprjjeEG17vX6Ud9JJL5wjw/XPwhb+++zXxhAc/0yFsFUILd0S6nK2cQCHpJl6v9y1xsX5xeMNiGzdnaWU6WTlMyKt/i3vUAKDD2fOL1AdHGEC0FMlakwxgSBQiELTPyOglF4I78NFGInEnSDSfNdU26O8bIW6SdCGKFcIwsUiPVmTxBgnOigvbTbLDsM9GysmhlFlnDGOEZkDOzSrA7+b8pSaMU3Q4x53LE13ooPwFHIqUg7o6QpSzVKdkdke77OCcrhNd7yJKNUbQIrnaQRRvnfI14HCOHCWkxq6qKNCPekFViVXBXc17aGFEC0JrKjT5oTVpyoRchGy6i7pJ6X/14Ik2b5Se+Q3V+i/7ObXw/Cy3wSjXy5Srl5hzDTgvTdhFC0lq/hVcqY5gWp1/4ATfffyfrDNXqzJ88Mx0WG/W6tLY2WTh9Hn2PdR9Ae/3mHxWRbXgWPz03y99/tMN6e0Q1b/PyiQaXdod0x/E0zfjtWx1+dKqB+zUvAI/w+4Tm070xBddgueTywfaA5URTNR897fMRkT3CQ4HSmg93hlzeG/Czc7Nc3R9yqzXmz882v5SR/DeJG+Mr/GrzV2Ck3JsDEqURW8Ntxs4YJFimhWNYOIaNlHejO+9FolI6UZuV4gq/XP8lqYi52b/BSnkV13BJ0hhHOnxn9rvs+TtIIekEXd7afRuNJm9mtkKJSpjNN9kabjOTa1D36hwrryGE4HLnMpGK8ExvSgQ1mpncDFuDzBNzEA9wpMN8fp5bg1uEScjGYIPd0S5PzTxFzavRzDXphl3aQRspJIlOsKXNOBnjGV4Wuas1vajHqdopXNNlsZARaSHEZKDKIFIR43jMMBryF2t/wd9d/zviNOaxxmO8vv06sYqZzc9iSxspJFe6V/gvp/8LB/4BG8MNCnaRbtAF4HjpOOPUZ2e0yYsLL/LW7ltordFoUlK2hlvsjnf53vz3uNK5wvHyCcbxCD8JgKxSfq52ln+4/X8zig8HnERpxAf7H3C9e50/W/4pVfOLaWMfNrTSsDkkvNHLKqQ6s8iKrnQxClnwgbAkqh1gzrikgwjSO6lRAiKFkbMyv1fAe7yBfzmrftqLBUgh3h0hHQM9TtCGwDtXA8sgHg+xT5Yx8jbpOEZMAg/SToD2UzBAmBIkqFGCjlOEZaH9GEYJyhBYUhBP/GoNyyBt+WBkWt3kYJQ5JkhIeyHmSpFke4SwjWx5RjHx1R6iYsPWGGO5QJqTaCcbPtORRkcPMFVXWZU4+9DshBltDpBaoTYGuKdrJLWv3qoXhkV16Rir585ysLNPmqRIyyEc9rj6xis4nkNrM/tt2RPbLWkYlGdmefwnP2f35nUGB/sMWvuZRtk0aSyt0Fw7SRxFuKXKoc8b9rqgEpB/HKfaWGlute9KVfp+zN4oZBQllD2bn55t8v5ml/YoIko17qNx6D/CV0A7SHn1RpaSeXq2xMWdPgsdn5+faXzOmOzvD38cv64jPBTcaaeLian/l+nmaQSJUnRGEf/1vU2iRFHN2zwqwXHdpMWvN3+N0oq8cX9uuWs6DJMhm6PN6TJX3Aolu4ivxkiRrZM7CJQ/GVgq0I26NIs1XMvjla3fEKuYhtfghYXn2RtlVZ9YxXiWx2ppldv929NgWonkePk4b+28TSds08zNcqt/k8XiElW3yvpgnWE0ZL4wj2tkQQcCQcLdoZVIRwziweTxCFOa7Pl77G7s8uPlH7M73kWhMEOTRq7B1mgLAwNTmAzjIUorxskYjWYQDSg75Wmb35Tm9G+BQKGIVMSVzhWem3sOpRUf7H8wDVu43rvOmdoZXt9+HSEEg2hA1alSckpc7lye+NEaeJaHaZj8YP4HfHjwIbZhHyKkAjEJXfiEptek7tYI44hUZ1XXvJ3n0/an95HYezGMh/xq65f81crfYPLtD9IkrYDo1kQbPbHUAqYDVsQKa7WE8hOkgNxTM6hBTHiji5gk0QlLYs7kMGdzhJuDjOCmmmhjiMxbWEsFEAJZsFBRNmjlX9ond7JG0vIzPWqqSbohKIXMWRilSbBCN0SPEmQlGxKzKy7JMNuOZtW5m+BliKyKOrHyIlGQAjoFBEng45QcUjuLwlVxCrFCDSKcQp3odh/dGmMvF0kX89jLJaIrHVT8GSJ7L4kFjJpDMo5RwxhLCpTSBJfbOI/VSQtfbHvGSk/8f/XkdrYNDNPEzpemCUW5msupF16kdfNapom9cY3ybJPu9iZblz6hvXGbytwCXrHEzOoake8zarew8wVUolBKTUjs4YOmEOK++/6Q0QsTru8NmS97XFgo8YvLe1zZG/LyiTqPzytKjsmLx+uEXzIJ7wiPHmquyU/OzPJPn+zwyVaPvGvys8fmcJT6llM+fzeOiOw3hCDJnDxzpmScKCTgPqRhpW8CoyTl2kFW+TnRyHFpb4RrSh6fL36h1xsCnloosdHx2e1nVbOXTjbu80SMlWZrELJSdohSzd4oYrmUJWJ9k7g9vDVtY1vCpugUGYRZy981XQ6CfYI0wE/GmSVPmuCnPs/Pf5ePDz4hJiZRCY50cSybRW+BM5UztEddarkq7+69x6ftTwCYy81Rdkv8+/q/E6Yho3hEkAYkKqHm1vjO3LNc6VwlSRPO1E9zvXud3fEuVbfCIOojEKwP1tkebjGbn2V3vEvBLmAIgxm3PPVqhexEeUcnu5hfRKOnpDRb3zF5K0+sYmpeDVOYONIh1elEymAhkXimx/n6ecbhGEMY7Pq7eJZHN+xSlmU8y0MgSHXKjDdDwS4gENzo3kBpRcEqZBUqJKYwMaXJM81neGvnLRzTIVIRy8VlHMPBEhYXZi7wz7f+mfcP3keQ2ZPlrBypSon13QSsbtjlmeYz1Nw6g2BEV3VJdUrdq7HR2f6d270dtNnxt1jyVg/df0db+9nbDxPx7mGSLSZDS0IKdKIwV4qYZZtgZ0zSj4iu9TFmPbzHGmAK1CBGlmzC612Cjw+QRRuj4pB2wqySO4iIOiEIkCUHFafknpvFO1Nj/PZuNqxlCuxGjrQdgCFQ4wSdKIyig574wgpTIlyNOZsjHcRZtbZgk2xlmmPpmqjhZADMlqiJj+3UyouM4wohUP0Q7sRBK7Kq6yRAIVof4BgSc61IeLVz/wpLD0XhYS2XCLeHhx9TGrUzRpwq/85tdqU15lZ7zMsn6lw9GLE7CHnxWO1zT3peZYalJxvMnOhQnm1y8Te/xHZcjj39HMP2Ab39Hca9DrE/Jl+pMn/qHJ29Pazc4eOXVyhk+xSaUqOJNA3Uo3Xe/8poeBZ/cWGWomOQMw1yF+YpuyauIacyAlsK7CMS+wcPjaYfxNOOZJwqhkGC+wgO8B0R2W8AYar49+stklTzg+M1fnO9jSkFPzpZ/9pDI98ErrXHXNwdst0P2B+EOKZECsFi2eVEI0/tC7yH0vDeVp/dfoBtSqJE8aurB/z8bPMQmX1rvcuHmz1eOF5ntx9yszXk5+fnvtFoRiVSrvQuT//uBX2eajzJrzd/g5SSUTJkGA+n1cJIZT/ec9WzvL71BolKWCmtcLxynDiJAc1H+59wsnQKz/S42rtKL+xTsAqYwsSzXN7ezfR0DW+G+cI817rXkCIjnG/uvMlPln+CFJKbvZtsj7exDJMTlZN82vqEvJWn7JTZAjaHmywWFmn5bebz84RpyDi8S1TTiT1Y3a0zikc8P/88iUq4UL/AOBljC5sfL/+YV7de5fbgNnW3zpnaGa73srjY2dwsWmvG8ZgTlRNci67R8TtYhkWURDgyixQdxhmhMIXJsfIxLrUvoVCcqJzgla1XputWComf+Dwz+wxCCw6CA6pOFY3mYvsiGijZRZRQtPzWIQsvdGZnZks7i8OVJgKBn/gcBAcchPssl1ZYyC0cipT9Xdgcrx8iskGq+GBrwGPzBdCCj3YGPLFQfKh6vqz9fjhCVztZjKtRcZCugbQN0lGCWXOh5iI8g3QY4X94AALslSLBRwfIvAWmRAUp0pTIvJUldkmRHcFjjfJjrPk8yYGP6oYYJYe0E2A4NukwwpzNkez7CDsLWki6AaJkIyyJsCRO0yO43oVA4Z2pIQsWydYw28vuBCvA1Ov2s+0aacup28Gh9SBBKI3eD9CJIjgIcJ+fo/jcHP1frDPNsdX6rp7XFDgnKySj6C6BvceTND7wcZaLpM7nb6+sBT7m+v6QzjimOwpxbZPBYor320iWEGilaG/vsfzYUwx2t9m/dQMEWG4ehGDQ6bJ38wazJ07SPH6WYbcLgJvPoeKI3asXGQ+ySvzM8hppnNJYPYb7Ox02NOv9kNmCgy1hvR8xV7C/VqLcN4HZ/F1px1zhj8eR4QiH0QlS3r7VoeiaPLVS5bXrLV673uLPT9WPpAV/CpBC4JqSSwcD/vd3fVKlOTNXRD4oovIRQKo1W90xcxWPDza6pAouLJT42bkm+S98Za0xpaSat/nZuSZX90fcbvuT1tpdnJ4tcP1gxGvXWwCsNQrMfoMHQ0VKL2nTj3vEOsGRmWF/EMV8f/H7fNz6iCvdrLIXpiGWNDGE5ELjAqN4PJ3k/6T1CZa0aI3b2KZFM98kSRWOZbG+exuNpuE1KNoFXt1+LTP/T2Na/gF+nONk5SR+4hOrGEOY7I738AyPrdE2kQp5bvY5bvdvE6QBqUo5XjmO7IopkTOFyVrlBAf+QbZOAxjFI6SQOKZDP+zzeONxbnRv0I/79KM+tmGTFBJu9G6Qs3K4sUfVrbIz2sGSFqcqp1gfrJOohGdnn6VklUhUQjfKvnPRKuJI55A+N2flSFSSxcyG/Sz+trBCkGZV+Pn8PGulNf5l/V/wE5+53By7/i4lu0TZqdANOxjSoOW3KDnZ5wVpgIaplCFRCQWryDAeTPxyXW52bxCpmNu924zDMXW3jiWtqaTht2Ec+4eqrtdaY95b77DT9xHAdi8gZxs8Nlt4aPud0PpB4U8I08CYs5AI/A8OINXoSZypyJtIx8BeLhJe7xHdHmA1cgjHINnJ9NvERlaNDVNQgCEyX1gJZsVB+SnJno9RdxGuidZ3Kq4GTqVCvDFA+xqkxmja6FRjVB3SICHdyjoyERpsiXOsTHCzPyHMEqIUrTTCMtCoTM9Ltgwa7s0JyCAFwjRI9u6pTCcKdXvAyIDSj1YIb/WI1gcQa3AFZsPDnMsT90PSbjb8JgsW6b1DawISf8SoP0ArheV6uKVqxponsKTg5RN1OuOYzih7n5+da1L7Ag4ona0NpGkS9Hu0treQnw1TEAInn2fn6hXcQgm3XMcwDDqbt+nu7UyfliuVMRyXg43btLc3Ofb0c7918Ot2L+QfPtnhxEyBZtHl1WsHPL5U4YWVyu9c5iMc4WGj5pr87PwsnmVQc01Krsl8vYCdpkfSgj8FWFLw7HKFGwcjokRhm5JnlyuP3JX1HZxp5DkYxny6OyBMFMcaeUwBtzo+tfzdylesNMMopeqaREozjtNp0pEUgsfnipxs5MlbkqcXy5ybLdznWlCwDOp5m1GYtTXnSs43kgCT6pib4+tc7FwkSH02hut0gi4Vp0LdrZOniAoV3517gYpbydKl4hF5q0DVrfLe7nuMksOt4eu96ywVlxjHY56be47N7jahvqstdqVLzspRsPIM4kHmZQ/EOuZa9xorpRUsabE92mYQ9Xly5kmOl49RsIvsj/Zp5poUnRJB4hMmIQ23QSfs4Cc+j9Ufm5LlO6EHjukgkYRpiFtxaQdtxmkmjRgnY1KdEiQBH7eyoIM/X32Sa91r7Mf7eKbHp+1PaXgNjlWO8Wn7U95X7/PDxR+yNdoiVjGDeEDDbTBMhuTMHIY0eLzxOO/vv5950qqAQTxgfbiOJS1sabNYWOTvrv8dkYqwhEWQBljCQmuNPZExDKMhs94sAKY0MbUJOhvSylnZ5wyjIUprDAxqbo0b3ZvkjDye6TKXm+Pt3bc5VztHz//dRNYzvUOk8nQjz8Ew5NJOJi05PVvkzMzXs+v6LLQhMFwDhp+9H4Rh4H94kLX2DQEGYEl0lJKOEtJ+hHO8THiti7Ak0cYgcwa42ctsufIWwjGz16carVLcJxsoG1Q7+12pUYzImahehHAkybqfDTI2PMzZHNI1EUWbuO0T7Y2zZDGYvLcxSf8SGJ5J2g6QZRuldOZ7W7CyavPkeGbNF4h2JpZaxuSKwRDInIkK74+11VGKcCRha4yxVsJbKkCQooYRySAmWO9nJH2imbXm8kTX+wjbQDUF+73bdH69TyLunkyL9TpzJ86Qn5nnTgn56sGI7oTEAnyw2eflEzXMB0i87lxv6zShvbWB67lcv/jh525faTk4+Yz0rszMMuq0pyRWCEG+XCFfb07JtUpTbrz7JmdfKmLnyw98z2bBZrma4+rekKt7Q3K2yamZh3dxdYQjfFksFp3p7dWKR7Xk0ul8/lzC7wtHRPYbgJ8o/v1qiyhR5G2TUZTw71db/ORUA+8R08lqrbl0MGa773PjYEStYPPYQpndQcDVvSGnZwvUgFgpXrvV4XZrzE/PzfLxdo/dfsBfnJ+b+rxKAflJnrqEB1pvvbXe43Z7zFI1R2cc8dr1FmXP+two2a+ChJjXD37Dlc5VIBscWisdo+W/TTto0wk7rBRXqVo1OkGHm91bxDpiGA9J1RZrpTVqXo1knBCmIYlOiNMIrRWl+jmqTpVLrU8puRVsaVF2ytS9OqY0uDm4QdWr0cw3MaRBL+gRqYhEJbSDDhW7wlxujrydEeY0VbSDFoEOuNG+QZxG2IZNmIa8sPAC7+y+QzOXpQP9+8YvUTql7tYBsqEpMxsg++jgIxKdsFZaoxf2OFU5xXxhns3BJnkrz1p5jUE04OdrP+dy5zKO6bDR32DH3+G1rdey9DGdcKlziZcXX6YdtLk9uI0lLRYLi5yonqA9bvPR/kdZFTUJqDgVRtEIgSBSEUW7SNEukqoUSeaO0A7aLBYWGcUjRtGI5eIytwe3KTklglHIjNdkc7hJSootLQQCWzpIkcknVour7I8PyFk5FnILVO0srjdvFbjcvczx4klG0W8/sC4WFg/9HaeafnCXYA2CmDhVWPLhNcw0YM/nGR8cXjarYBN+2karzFpLJyrTskqBvrNMiSbeHWPWPJJuiHTMjMwer6CGMUkvyCQCkcCazSE9Cx0mqIM4iyWLVfa+lpHF09a8zN7LT0j6ESJnIoYxchijY4VV91BaY8rMWSHZ9bN0MD/BWsiIlLANtJ+iNWgBOAZEKiO+FRvRD9GGROQmpxQJZiNH0gsPfX9ZtDDyFqoTkgwj1K6PbLhIzyLuhKhhnK28MEWHKfZSgXgQohNFUkq4/u47RImPsVI8JDcYtFoM26/SOP8kc6snUFpxoz3GsUx+fr7JB5t9DoYB41iRn5ybtVL43X16O5v4/T5SSgq1Gq7nEY6yau9nt6pW6TTayrBtcuUqpmkSjEbkKxVMy8bOFzCs+3X/Kk3p72zSOPFgIusagsVKjtvt7KJgpuhQdB61Ju4fJ2KlGScpZTsr0vhxSvnrxFEf4VvF0Zb6BmBJQdWzKDhFnl+t8fqtNpaUj2RFVgiBJSVBlPL/enGNYZTy7u0OPzvbpOxaFKzsQGpJQT1vc3G7z9+9v4kGVuq5Lz3AdmG+iAaeWy4zjFMu7Q6ZLzi/83VfBpf6H09JLEyGLuwKtmFPraZuD27hVBwaMiOFsYoJ05BmrokfByiy8IAg9af60Jpboxt0udq7ynJhhZ3d1/n52s9xLJtbg5scrxynHbS52b+JQiGRLBWWqDrVTG9q2MRpTKAChBDsjw/oJz1u9m5mJHqS2pXF2w64PbjNfzrxnxglI97ceRMmGt5hPORE+QS74102h5vcGtzixcUXeXPnTXpRj17U40T5BFWnSj/ss1Rc4lr3GoN4wJXOFc7UzvCLjV9M4mSNaQKYRHKpc4myU+ZK9woz3gwluwTArzd+zZnamSyKdGLF9VjtMd7dexeFYsad4enZp3l963WWSkvc6t8CMs2ra3qsDzYo2UX2RnssF5cZBENOVI7z683fTBLKDFKdkqqUcTJmxpvBNmyOlY9NnA9qFK0SlsjavEWzyPZoC7Py2/e/sltmzj1MZG90fLa7Pmfmigjg4s6A623/oUoLAMxmVvlU40nVWIAOFWKSDKvHCUgQXvad7u3Mq36EdaJMvDtG5kyIILzcQdgG1lIeazZPvD4kPvChG2LWXOLtMd6FOrE5mnxAJhsQeRO7XEanmrQTgIZkf4w5l8+0soZAF20MQxLd7E21qukghpaPvVQguNzJWvyjCGEZWMsFJAKEILzZzyq8Sk+6EwKr7pGGSVYJnxz2zJqLHsaEV3uoiSxBAdbQINrzMQsWiRCofR+ZMzNLr1GEGiUIR7JzcJmg38esuqhuiKg506AFgG4Q894//ZLnfuYh8xX6fsQTy2XmCjaVEzXGsZpedIfjMbfefZ2DjfVD26yzu01ve4Pa/AJSSpTK0ujSOCIJApIomm4n07Yo1uuM+12cXA6dJhMNccrnSbgP1m/SOH72kAziDm71Ql67foBnm1RzFrdaI95yTb6/Wv1C+9sRvhoSpXntVoeNzpg/PzfLB5s9WqMoOwcekdk/CBxtpW8AphR8d6WCJiOA31+rISb3P4o4XvOYLc6TtwxAs1LxyN9HUAUnG3k+2R7QnrTrnlqqTCvM8eTkZ0lBmCoMIR74fSuOyYtr2YHZMeRDP0hH2ufj1sf33d/z+3xv/nu8svUK8SRKtRt2WMwv4pkuoQoo22VyRo4gCQlVwDAc0g26SCEI0pC53Dzv7b/PXGGOftTHNTxuD29z4O8jhOTVrVcoOSUyv4qMmGwMNyhYRRYK8wgE/WhAmAb0Qni6+TTvXH+bRCckOgsmuBPjCpDqlPXhOu2gTdEuZi1yNIlKudG7Qd2rZ8ED8ZAPDz7kfO08runy/fnv86uNX7E33mOxuJhF7LoVlFZsDjeZ8Wam5NwSFnkzj5/4U/LdGreYz8+zMdhgf7zPfGGeGW+GW71bNLwGrunimi51p87p6mnqbh0/8Xlj+w2UVpyrn6MTdOhHfQxhgNYU7QJRGk38dDv84PgPOFk6jWt4fNL6BM90GcVjql6BndE27aDD+do52n4bU1h0wg6jaMSJ8kkc4SIxWC2u/lZ7N8/0eHn+R1gc1jiencnhmLOsVrIuwEIlx7HKwx82NHIW9vka6qMWKkiQjkm6M566FmAIEFmlVNjG3QLenfTWVGf6V1tm3q8CdJgSbY2Rrkm0PkB4BvZCkXhriL1SQhYthC0z+UDOIm35BO/vIywDpMCayyPyJuyRuQmkOvv8YmaVJ2wTpEJHKWhIDwLSqot1soxV9UBlZFgpjZYCs2TjFizSQUjS0lhlF6NiE++MM7I6OQYYZRuhIQ2SzFrsbg4CSgAzLipWuLU8Sckm6YVEe3cTwKJ8ROfqJjJnoQTocYxZtND3aPg9U2IbgtvXb7LhLmIbBgslB62zY82dQVuVxlx/+13aWxsP2GoCO5dj0D5AGhKtFJE/JhyP73+qhnhiwzXs9Yj8u8N9judRmpnFcA5b/SVxgkqTB8bWzhVszsyXuTBXJG9LXr/V5dzsF3ONOcJXhxRQ8iwG2wn/9b1NtM6KNI/iYPYRHoyjLfUNwZRiWoG15INJ3aOEvHXnhCAeQGIz643fXG/RHoVUchYC+OdP92gHCbHS/OZGm1dvdfBTxa+ut3lzvXt4QOMhYBCnD7x9L/aCXcaxT0pCTEQ68VtVWjEMxvxg4QecqZ3BklYmMwg6PNV8imOlY9S9BkESEuuYXtQjVjFSCMI0xDGzqnGqU5byS3TDDgvFed7eeZuqW+NK5zLtoE3FqUzWokAKgRSScTKi5bcmxNNGaYVjOhSsAlJkGldLWKQ6neptNZqcmWOUjMiZOTaHmxz4B+yOdmn7LSIVsTncpBt2MWVmqbVUXMqGspSm6lU5Vz/Hxwcf0wpatP02CkWoQnpRj6qdXUDcsbrS6KlP7I3+DSxp8dLSS5jSzAIjRlv04h7DeMRjM4+xWlzlwD/AFCZv7bzF+/sfYAgD27B5d/ddzlbPcqF2gYbXyKJ6kbimy7HSMX689GMKssi11g3W8if46+N/zVx+ftIdsFgurvD8/PNIYWAIi3GcEYQojeiE7em29mSe8/ULnG+cx7rHcN6SJucb5/n56l9St+6fFDeE4GTNw5r8Rk/WPIxv6PepcibWE3Wck1UMz8wGpFwjCw7ImVNvVp0oMMV9A1NG0SbthhmhnQQYOCsFtFY456pYzRxJy8dseEQ3ewTXezjHy6hOQPhpi6QVZLIArdGpIrrVJ94c4p6ukhz4CEvCpEKcjhOEZ6BNifDM6T9ZsBCWgf9xC/9al2gQgSXBMYj7MUmQYJ+q4j3dRBmaNFSZ57IUyKKN3cxhOibpno/hmhgFG2smh5gmBGX/V5YkageYJeuuzGICP+khi3a2fJNBEz0+/BzbENQLDv3tdUquwWojT927vzQ6au3TuSem9rNw8kVsz2PYOkBK8UASK4QgX6nQ2tzALRTx+91Dj4e+T2vjNkl4+LWGaSA/R8LiGJKXj1Wpe5md1Q9P1B56PPcR7ocUgnPNwsT3PNsbn12uPtJ2mUc4jKNfyRG+EEwpWKx6xKnm5ZN1rrfGbPcC8rYkVppBmLDd9bl1MMaPE1YbeRKtMR6SP+x6L+BfL+3x8umMmPzy8j4/OdNk+TPa2nZ0wKa/TifoZO1yIam5NSpOhZws0PX7lM0qLy68iNKa7849T9Wq8+bea7y69xu6QYdA+VjSoh/1UGhsw+E7s9+ZkNYKkQoxJ8RzpbTCxfanWEb29+5ol+Pl49zu354SU4Os2najdwM/8VkprfDztZ/zzzf+mTO1M7y9+zZCCIpmEYXK/FiFZDY3iySzs8pI7eSkKEAgEVqT6pRu0EWj2RptIRD8YvMXFKwCm8PN6VS/EAKlFQLB+7vvc7Z+lk9an9CP+tP3D5JMUmFKk2E05GrnKufq51goLDDjzSCEYDY3h9CCfX+fj9sfU7AKzOfnSXXKIBqQpAk1r8bOaIeKXeGvjv0VXb9HUA4wpcUg7IOWoCUaTTfo8v3F72Eqi6caT2MIyeXuZdYH68RpQqIOk5UD/4CGO4OJhSEMFtwlzuarXKg8xiDOhreKVpG8LHHgJ2gvI+gHfkLDM/h9mNMrKTCNzBdWWAZJL8okB36S6WSDzIFAGBJ9zwWaMCRaK3SiIUgRJQtZcLHmCoQ3emjAKJhYBZvg01aml23mEMYkRKHuoUNFvDvKbLZsiZIKlCY58JFSoBIFeQOhNaQKLQSiaGGWHYQGaQnMqot/tYsoWOgwRXVDEj8B18DIWUjbIFkf4lyoIYs24fYQMTYxCxaqFxJuDZG2mQ2z+THs+2AInONlok6QkeIJdJiSxhrrZAWRqKkelaiPWudQYIKO1CE3im6QstEZU8znqLgml3b6FF2TZxdLhzyD25u3fuv2kqaNm/OwXZc0/qylmEYrRaHeYNzvIQ2J5XioOMKwbO7dv5RS9Pd3qS2tcqdm1Fhegy+qxX40smT+6BErza+vt+iMIoquxSCI+eeLu/zlhbnpMPMRHm0cbaUjfCEIIThdz3GsmsOSgvPNPKcaeSxDgIQfnmrwv7+zgR8nuJbkpeMP1zPXkFmy1r98ujv9+3AVTXN5+AmXupfYH+9P71VasTfeY9/fZ6W4QtWqZ/ZRSmFJk4Y9Qy/u4VkeTzaewjAM3th+A0NIHMPlTHkVU1q8s/sORafAudp5Ptj/gJJdoht2qbk1Pm1fpGgXcR2XbthlrbzGammVm72bmNJEoxnFI7ppl7ncHAuFBRKVIA3JanGVU5VTvLv3Lp92Pp3aXNWcGserx9nsb5LqFEtaKJ0NUTmGgxQGSqfZ+whJqlOkkNTdOu/uvctaeY03dt7AljaO4eAYWUU5b+XZD/ZZ0StIJIuFRYIkwJAGhjQo2SVcwyVMQ/b8fUpOif957X+Ss3M40uWJxhN8fPAJljSpu3XG8RhTWjjCxTU8hBAYQmIZNqYwyBsl+owYRiMMaXCycgoTm2E0pJlv8kT9CUxhsjNJQANouE0ut688cD9IVEKsIkxpcbxyjLJZRWvIyxJ5pzR93q1uwD9f3OW7azVcy+CXV/b5wckZzjbuT3X7JiESDdf6BDf6pJ0Au5lD+wnaNSGZXLTkzCyoALKKo58ibIkx4zF+cwdhS2TFQacpZtnBv9gi3fXBlsilAtFeD+/xBuG1HpoxYStzFBDZFQ/2UpGk5YMQmEUbmbdQQYJRtknaAXbFIW0H6FGCUbQwCjbR1ggdpZjzOdIbPRjFqFEMpsyoWqLQPUW8H4DKtLgISG2JNZPDWygQfNpGxxqz4aFGcRbZewepJrzaxbtQJ7qXsQnQYUIScYjICW3c9Zn9HORtScmzOLVU49TJJum1FqvVw44VaM2w1X5gKzKa6HZtQzIMEtaefYHtTz/ENE2SJM6svhwHJ5dHKcW412P1iSfZ+PQjagvL9A/2EebhCnDk+ySBj+nms6jb+cUHfPIRfp+wJMyVXOJU88OTDS7tDzkYhHjWUUX2DwVHRPYIXwLinuKJIEpTXrnZ44mFIq/e7HDlYMxK1SOIFW+td/neavWhDbgtlhyeXqnyxo2stfydlSqLE/0bwGZwm1e3XqPilfBMFz8JDr1ea83ueIeF5kJmSdX5kIJVwL/tk7c89kb7XGxfZL4wx9+c+BsMIdkebfNp69NJStXTRCrmg/0PAKbV3lSnk0hfhQByZp6t4RY1t8YLCy/QC3t0oy4Fs0DBLrBSWGF7tE0n6LA93GZ9sI4f+5ytn+U/n/zP9MM+3ajLMBry2sZrrFXWaA1bNLwGeStPohOG0TDzo5UGDa9BqlP2/X0qdoV20CZn5ojSaBo20I/6BEnAicrJaXDCxmCDldIKHxx8OLW0GsUj+mGfoRiyUFig6lbJW3mWSkusFFcwhUXTnUPUDJCas7VzXOtdo+N3CdM761tgYNJwmvyvZ/5XimaZKA0xhIFpmPTC/jQJrGE3kRjshIe1ikLLLJyhe+1z94e8leex2pOfm+5UdE082+DViV+xaxpUvW/3cKe1Rt0aEO+P0aMIYUrSRGE2XNJWiHDNrKKYqGzoS0p0kmI0PNwzVYKr2XCX0fQwPBMdpyTtgPTAz6QGE1mAPV/C//AgcwzQOvNkvSNSMQXhxgBnrUQSJiS3hsiiBXkLQ4vMo7YdZKEJDQ8RKcLLnWnsrVF2SLdGpK0gs+Sy5EQSYGT2X3cGwzohmBJZdUg2huiyjQpTlNCTyuqD11F8ECCX86hJyhi2kQ1C6cMvKORqWUJWck/F2jMPbX9LSk7UcywfP0HOMvjZ2eb9hPVOYuxn9ptIKa4djBBCsFz1uNUeY8khzz73PfavX6W/v0sU+sRBSBxFmJbF2hNPs3frJnEYYOc8So0ZBpNwBIDc3DJha5c48PEWjrF6/Bh2vvJFdp0jfKvICjMnG3lsKXh8tkjSLGA/4nLAB6EfJrTGMceqHt0woRckD9UR6FHFEZE9wlfGjbbPpZ0+ozDmysGYimfxwzNNru4OSNIHGMJ/DVzv+Lx9qzPVGr99q0PZszhWyQagLnY+nUTqDTlbO8u7e+8der1ruCwU5/nn2/9E3sziVRteg31/j3+4+TY5O4cpTT44+IBx4tP0Znh27lnG5TGDYMDl9hUSfbfNPU7GrJSWs1QqJpPNE1I7jEfs+/voTqZzzdt5TMvkSucKy8VlPm5/zI3eDaSUiFQwSke8vfc2b++9zfnaeQbxgO3hNqlOM22uhobX4HLnMqN4hNJqqm0NkgBTmFyoXaDslvnV1q+IkgiBoGgXGUQDbMNGCkmUhiwXlwnSgHbQQSJ5fu67XOpcIppIEGIVs1xcpmJXKNgFrnWvE6UhH+5/yA+XfsTe4IBYJVjSwnVcXpj9Ht2gy66/O/HhzfN44wmeqD5F2TOiK7UAAQAASURBVMgcIe49ylRz92tWi1YZS5rEExnBKBqx4C2Rs/JcbH16KPTANizWSmt8r/kSZePzBwVrrsljC+Vp8MbpuSLN/LebQpT2IuKdITJWqESjRjFpL8ScL2DWBPH+GBKFLNpYc3nSfiY5MOfzxJ1xVums2ZgNBx1qpJNJI8yai7AE2pAYeZv4Wg9ZspFu1r4/hCQjteHVLs75GsozUFGKVXXQcYp7vEy4PgAFZsEm+PAgs5Yq22hDIA2Ztf/vGKBHKRhmVp1NVabb1WR+tn6CmMmRDEOIU1I/wSw5JIMQ6Rrg3yMTMQTSM0n9GEeIKc8VjoFRcdBhQhrcJcpmZNNcO87O1UmlXkyq159Z57btUJqZBz5vAERQasww3D+skbWkoOha7PWDqb9wuWiSRDG5Wh3DNEniLNUvV67S291i88qlqa5h/9ZNTj73POX5JQ5u3YTaLG8NPM6szlJZmuH9sIpnNThyhX1UIbiTvCoF2N94eNE9dh6Hbn91JFrzi6sH7PUDnj9W55PtAcMw5m+fXKDxAK34HxOOiOwRvjLONfP0/JiPt3rMFmxONAucqXmsll1MIR5q0EHOMvAskx+dbgDwi8sH5CYDat2kxcZgE8iGscpmmZXiMrcHd611lkqLvLL9Cq7p4lg2DbdBySnxq41fkaK40buJISRFu0SQ+lzv3yBn59kZb2MKEyHFdNJaIhECIhUxikY0vAadoJ21/4Ui1Ql68t+dNC+lFS8vvcy/rf8b43hMPxrw1MyTXOlcwRTmlCR/0v6E78x+h/a4zSgdcb17nZ8d+xn//dp/p+yUCdKAOImxRHZgsqSFUoql0hLdoItSCkOaXO5cnupvNeAaDoY0SRPFqfIphrkR26MtLneu8MLcC5SdMqGKMIXB/mifQTLgvc33p+vvpcWXqFkz+JPBq1jFrLlrfK/5Ip24RZRGWNKgbFWx+HIVgLwscrJ6ik9bn07vG0QDXMPjxYWXGKejyeCd5HztAk9XnkPo3972u97xef1GC8c0MKTgg40uJdfkfPPboxLxwRgGCUnLRw+iaVUyXh9g1hycY2WEhrjloyOFvVxESIh2M02pc6aGUXeJ1wdEuwOsqocwBTrRCCGyYa35CSFONao/qaq6Rqa7vRcaCBU6VpBo0l6E2cyh/BTviQZxO0R1AsyFAsqPSUdZlC5KZcljArK+/2Qw7U5VM7lLZtUoxsibYGYWWsIUaENgzuWzwIMgnYQlSDDFXRIap4hUg5+iE4X2TNKNIWbDRRQs4iBBp5qZ6jHChRGdrS3MiosyDx9fTNvi+HdewPQ+fxtrDdXFlfuIrEDQKNgcDAOUyqRLS3MNvEKB3WuXGXU72fOkxPLy5MoVmqvHkFIyHvQJR0NaGxvUllaZP3OeqNyEqz0+Gmq2uzmUbdIPk+lQ5RH+dLE/jrnZHvPMYon9ccxWL+Cp+a+f/GkKwfNrNf7+491pJ+q7x+rU3D9uEgtHRPYIXwHDOM2mnHXWyih7Fj0/Zr015uxMgeIXjrX94pjN2/znpxZwJ+T43tthGkyn/QF64YC14jGauVkudS9hYrI/0Xv6iU8n6GTWOToi0iGdIJMrpDojoZa00TrkYvtTXlp6iXf33qVoFemrAVorEJqW3yZSMS8tvkg1rPHu3jvcuaqOVXxoeeby8+yN9pBC0gt7SCSWyKJYG16DreEWEokiG8b6pPUJp6qneP/gfU6UT5CqlMdnHudK5wpoKFiFKVGuOBWenX2WX67/kpn8zFS724/7WDKz1homI1zTxY/H9GWfBXsBU9jEKiZJYxYKi7TGrSwhzHIpOiX81OdE5QRFu0DNreGJ/JTEAqyWVvhO47tIbVA3m1/7SHK2co5b/ZtThwKAOI3p+N3p3wWnwOniud9JYgHqOZtm0eWFYzUsQ/Krqwc0iw/Xr/h3IW0FpO3s+wjLQIdp5o9a80AppGOgDXDrVYJrXYJL7ew5ZQdtK7AkaTckHUXYcwXC612MvIV0TIJrw8zTN2dO3Az0NAhBh2kWWDCJvr3Dm9JhlNlX9aMsXcs1iG71MWpZdTbaGoGRpXmJOz9wKSZDaNl+n72RvjugdSe+ToBZcZGuRdoOSPthdqeU4JmogolBLvOxvW9FQbozBjTu6RrROEIWLeLdMWJf4K6WSY3sY1aOP0X9zDH2Dm4znLTxTctiZvUY1cVV7EKZ31XhytVmqC+vsXH5rg47UorrByOUgpxj4EeKoHEct1nE//UvACjVG0hDsn3pY4SU9CZJXsVqncVz5+m3O0T+CGFYMBrx/dU1/vniAYnhcLxR4Mn54hGF/ROHAt6+3eF2e8wgiFlv+8RpymLZZfYhdIwcU2KZgjuBennb4A9QIfGlcURkj/ClMI5T/uXiPlLCsWaBV6+3WK3neGatyjs3O2z0As59xbjPXpgNvFQck06QYEhB6R5S7N5T4b33thT3E+d+OEQgeLbxHcpekf/tyv/GMBqitaZoFpnJNbk1uMnmcBMhJI60SbViHI9xTZdIRaRa8a+3/pWXll+i4lT49cavMQ2bfX+f5dIya6U19kcHHCuvoWcUH+x/iD2x1wJwDIem16QXdPnp2k/5+OBjSnaJWMWkKp0GIKyV19gf7+MnPolK8BOfhtfgpys/pWSX+M3mbwjSkO/OP8cgHDCMRyA0nulRtIq8svkKZbfMte41npx5koO9A2xp82nrU55sPsnlzmUqToW238YQJmbBpOnMU7HLNAtNwjiiZJcpWkUkBsN4wJy7QMHJk6QJ68N1inYJE5NmbpaTlVMsuEuYn+f6/hVQNmr8dPln/Grrl9mFxmcwk5vhxfmXKMjSA179gPdzDP76wizGpMpx7+1vC+nwnvhcR+LM5kh7IdH1LgAyb2HVPcY7HYyChTAlmBJtycyeyzaIbvawF4uEN3uQgln1CK93Mw9apbN/qQJDIvJm5gXrmRnxlBwimmgQBtmQWMlBOgaykA2dmVWHpJi5EqRBgj2TI7rZJ20FWLN5ovXBXV2pPPyeqOwzjaJNfLNH0gkwc1lSV9IOkInCaHiovIkhXdJumJFhyEIUJgTfXi4S+VmylzYk0jZI+xHjD/dxz1RJxjHWconqYoNkeZU5FeAI6CuDvQiC1GQF+HBnSDVnsVx6cGdASoNjTz9LFKfsXr+O1hpLSqo5C3I2i1UPFk4R5Uo4ImHpzDm6+3sE/S7trazz4+Ty2F4u85j1x9x8/z3mT5/FtCdkpDLLm7d6FGp1LMviVmvIlZbHqVoO8S3vh0d4dCCBF080+L/DHa7uZV7ePz7TfCgkNtGaf79ywDBIeGypwpWdAb+8sk/FW2Am98ddlT0iskf4UrBNSb3o8MlWj+1uQNE1eWy+xJNzRZoFh6XiVxOWj2LFP13cQyl48WSdX11tYRmCvzjffGDU7b2o2jVKdpF+NDh0v0bjxwEj1Z+SI0uamCLzXR3Fw+w8rxWRirCkRahCbG1jCBNBSqITfrH+7/x/nvx/86OlH9OPevipT2vc5kb3Jqcqp+iHQxa8RdZOrLE73uVy9zJRGpGkCWWnzPHycaIknKZu3YFSinbQZhSPWSouMmfMTfnBfH6eS61LaK05CFpIBFc6VzgYHyCEIE5jTMNksbBIP+qT6pRmrsliYZHbg9topVkprQDw8uLLdMNe5jKQ+FjS5rHGY6wVj7E12uTdvXcBySC9G6eaphFhnGlt/+Pq37KYW8lCPfjmqpo1c4a/XvmPbAdbbI+3CJKAnOmxkF+i6cxhfMnD1b3E9dsmsXIYc28pxF4oEF3uZgNSZCQWpUn7EXoUk1oSo2hnBDVMIVXE6wOkdSdtK4t3TftRRl5FVu0UUmQ62DQFDNQowqg5KK3RpgF+VpUVjoHImaTDKBtKfGaGtBMicxbR5hDhmBiOkbkjAOl+kFldhZm/rSxaqMGEmN8htJOdVdgyqwxbkmR/jApSrGYOOmEW/qA0yf4YYzaPzpmZn26QZgTaMxENF1myiIaZ1ZWMFMl+FpOLIcAwiNsBYi5HtDci2BtzrWywJzWPLZT4Hx/tECaKhZLDzbLLpZ0BtbzD7ONznzuwYzsuS489Q23pGP29HYLRgKYQmKaBPxwwONjAiW9wPfLxex2qzSbXN25OXx+ORxTrDSJ/TByEKKXYvPgJ51/6EVGsUVJilyo8d+E4i5Uc//jJLmGsfx/ub0d4xDCMEsbhXenPwTDkWNX72l7zphB8/3id3UHIhWaBE/UcrXFMI/fHT/P++L/hER4qTCF4fL7Eld0+caqZLdhcmCthScnK51RAvgg8U3J8psBbN9v89w+3gUzf4xq/W6Zg4XC2do43dt6477Gc7XFjsD39u+k1WS2t0czP4HZc8lZmx3THQ1VpNZUFSGEghZzaZ1XtKn7io4HV0iqpUrSCFqm6U0EUNLw6f7n2l7y79y6GMLjZu8kgGlCxK4cmpYtWkXbQpuE18JN12n6bnJWjF/ZxTZdBNMw0q9KiZJcoWFl1VAoDIaCZbxKlETf7N1kuLnOjdwMVKnbHu3imhylMXMPl/f0PaBVajCOfv1z7K+peHT8MeKL6JLbwqFbqSCl5f+/9Q0NVAJ7l8lzzu6zlTvJtnYENLJbcVZbc1fse2x1FlN3MLH57GFLzrEc2fUeHCmkKpGeBJYg3h5n9lCUzXakEs+QSbQwwqk5mvyVFZlMVptgnKkS3hjjHyyS7fta6b7gke+NsPzIyvaqKUoQl0Upn7y8hbYXIko1RsEjiMcKU6FQhDYE9W8A+Xsb/8IBkZ5yRbZHF6ZIooj0fe6WE8LLfXbw3wporYM7nUeWEZG+UpYTpLNkLU2DO5zPSmyrUJKQgGcdY83mSXjhZIcAoRpRtiNRkWMtE1F2ibjhdb0JlkozPWm2l/QhnPp9F2mrN7L7PVsXkHz7ewZaC75+Z4b1bbS7tDPBsg5+enfkCU+cCu1ChUaiA1uxf/5TNi5985ikGuXKFa2+/gWFaNJZXSOIYIQRaQ8520cWUYDggTWL8wZDFC09Sbs5zIl+jaFtIAX/75AJFWx7pY//EodC8v9kjTlNePDXD5Z0Bn2z3OT6TZzb39auyMzlrWn2dzdsPpdL7h4AjInuEL4VhnPJPF/eIU001b9MZRfzb5T1+eqY5jav9KpACjtVyvL/eJU4Vtik5Vve+sL7nZPE0W6PN6dDXHQySARqNYzicrJwgVgmvbL9Cza0yV5jjcvcyAK7pYQoDDPCTgFQlSGkgkcx4M7jSw8TmRu8GO6MdTlZO0o/7tPzWlACawiRUmdG8a3h82v6EbtilmWtypXuVs7UztMMOFbuMZ3pEKsI1XEp2mXEyJlEJC4UF0GBgkDfzDMI+s7lZKk4FpRQVd8zeeJeD8UG23EYWF1tza/iJT5REbA+3QUPOzLFWWmMUjvibE3+Dhc16dxNDGCQ6xRZgYPJY6SmOFU6wMV5nGPUBQcWpspRbxhHeV96mDxO745j/+dE2c2WP07NFfnFpj2ONAj86UfvaQxLfCAToIMVaK6JaIckgayNmI9FGNvBky8zeqhsiPAM1jLNBKtuYGv9PvVcn1U89IYBaaVAQt0Kc5SLh7awbIdwsYEGNY4RjYC8VSEcJZsVBNj30KGH8zk7W3geIsiphsj3CqLkgBeHlNu5jDZK9McI1kWWbeGuEDhKcpVIW4pBqhJF9l/ByG3M2R3LnPSdRupQc7IpNfGsAiUIFKUaqUYlCOBLnRIXxpQ4yZ6G9SURvmE6Tu+7DxOfVEFDQkjkt2QXKnoVlSKKJXCFKFL0g+VJm9uPO3v0kdgLLdQjHoyz1SQqkaaPU4WV0CiUKtTqmm6OxdhLTLeABqIQ0isgLgeDR+C0d4fcHieClYzUO5oqslFxWyi6dIHkoJPZPGUdE9k8YidZsDyKWSjaJgp1hxHLpcDrNZ+GZkuWax0rN4+mlMm/c6uLZxteujI3ilH/8dI84VSxUPLa6Pv/4yR5/dWGO/GeMqVNidoItumEX0JTsMvPeAi/N/ZhP3A/5tP0pUZq1KRMVsz/e56erP+Vy5xLdsEvZKbPv7/Nk88lp4pWfjHGkQ9kp0wk65K0CpjQwpcWTjSdJVIogxTNyWIZFO2xx4Lc+sz4zfesbO2/y7OyzPDf7HDkrx5XOFQxpsFpapR108JMx48SfaFJNjpWOszfexU98LGFzvn6OilXDK+az6ut8g3+99QuUVozTEWEaooGc5TGbm2V/dIBnenx/4ftc6VzBMRxm83OY0uI7ze/Q9JrsD9r0VSYdcEwHWx7WTOVlkTOF819rG36TqDomq/UCV/cGrLfHmFJwqpl/NEksIAoWGILEj7FKNtIxUJPYVZEzMUv2tApq3LHOClJSPyLtx1lF0rxnoMrIPF+lY6Ha9wxMhYq45eMcLxPe7E4kB2QaVK1RocKoO2ghUPsBwhKZ56sAhEDkssqrVjoLSShYJKkmvNzBe7xBtD4kuNjGXiygXYNkEJLe6oPWCMfAWihgH6uQdPzMC1aA9EyEZSDilGh/hFV1EWnmdmCU7YzMF23SiT429ROMko0u21PpxeesVQDGseL6/pCcXWSp6nH1YMStrs9SxeOZ5TK/unLAL64e8P94avGQlv5z31VAe/P2b3ncxC0UCYYDxr0elbkFojA89Bwnl8MtVdAIdKqIxwN62xvs375BFAQIKSnPNKkvrZJvzCG+aLrXEf7okLMMViaOOwXboPANDEf/qeGIyP7JQvPuZp93b3d44Xid9ijiyu6APz8/x1rl8yUChhB8Z6mMIMuo/u5KBSnE156MzFmSc/NFlIYn5oq8t93HNiQ56/Abrwc3eXvvTbpB79D9RbvIM81neKr6LGfK59gPdol0zLa/gWe5IDS7/i4tv40pTVZKK5jC5Pvz3+fXW7/ObHGEpOSUsojWeEikUtbKa1S9CjWnxs5gj5OVE1wfXCVWD15HGohUyPXuNf5s5c8I4hA/DsgZeS63LnO6eor39z/ANdwsbUtDEAc0vSYKxYzX4ELtcZI0ZbW4ymJuGS0U4yjgUucSRiQpWAUSnRIkAe0wc1zwzBydoIMlLf7Dsf+AZ+QwhIlHns3ezqFlPFU99Y1qXb8J2IbgWD3H1b2s8ljLO8w8wm0zZUvcuTzhpYB0mMkGjIqDtCTKT0EK9DghujXIPKFMCUpjLhTIPV0hafnYJ8uIaFKFrLtE13o4yyXC9uHJf9WPiEKFe7qWhRAMYoQlkUUrkx1IgVWwiPbHJJ0I+3gpcyJINaQaIQXpICLpBCRhir1URPkxOtFZ+IIpIdYYNRdDK4yCPRkcE5iLBcJbPdKJHtaoZnpXIkW0OQQFUTeryCLAdgyi7SFm3cOYz2HNeMS7Y9J+hOkaqM9L7zIE2pIQgmtK6gWHesnl/PkaxRsdbNtkqzOmHyQ8vlRmve1zvT3i/MzvtltLo4Du9tbnPi5NE8N28UoGSRig0rv6Rtt1yVeqOIUyCIk0DBJ/yPV33yKO7sbbaqXobG/R2d6iuXac+XNPIOTR6fcIR3gYOPol/clCcKKe4/LuYGoav1TNMVv43eTg3sGZh5XcJRA8PldAT6LVn5ovIcRhz8Vb/nX+feMXU1eAezGIBvxy45fEizGn8+dZzWUnsESE/MPtv+ej1kdIBIlO6IVdWv4BlzqX+I/H/yMvL77M7niXRCVsDDZYLixztnaWqlMlTEM2h5tcOrjM8/MvYCsDU5hYn3MSGkQDmrkm8/l51gcbnK8+RsnJnAqEIQjjmBcXXuR2/xZBcreqo7TmVOUUf7b855zInQUOB0r89fJ/YiH3Fh+13udy9wr5CRGWkWC2OMdsbpZ22GKtdIzWuM3++DIvzL9w3wCcKQ3WCse/xpb6/WB3FPGvl/YwpWC25LLZ9fn19TY/OVVHPqK6Q1G20OMYaRrocQzaIulH2I0c8b6fDUBVHYyCjaw6SEOQtkLGb+9ilB2MkoMomLiPNwiudiDONLEyb2WBBNMPEmg/Id4eoeIUs+hgVh3i/TEqUUjLQHezqGSz7hJd6WSuBvdYzcqSjbNWJhmERJvDbPAMsJYKECni3RF6fQASjIpD2gsRjpmRS8Caz6Mm7gkqSlHdu765U0lA0c6WW0HSDtCAc6pCvDsGyAj453R2rNk8qZ99ZylgqeLilBwUgh+sVRlGKesHQ965lenVK57NYumLtfK1VvdJBQ4/DvlyhVGvi21a5KtV7FwBIQTScri3gzV37BjX33/7EIn9LPZuXsfJ5akfO/OFlu8IRzjCb8cRkf2WkChNqjWOIYlVRlIeZmDAV0HRMZktuVzfz/R7CxUP1/z9LZNAcIcjyzsG7BOE2ue1nVfQWlNxy8Q6xk/9aSys0IJ+OOCN7deZP7ZI0SjTS9v8t2t/h5+M8ZPMz9MUBkW7CGS+sb/a/BU/XvkxVbdKkAY81XyKW71bfLD/AcN4SM7KU3OqnKud45PWxyyXlvnz1Z/z8cFHDIwBYXr4hKW0Yq10jLXSGldaVxmEQ4pmid3xLgBR0iFKQ55qPINjusRphBACR7qMwhEVs4Z+QCRaThZ4ceaHnK9e4Fe7v6AXdjGkyVyxSRIpgiSk7sxwpXeJlt/GM108I0fA3eUzpcHLSz+iatYf3kb7llDzLM7OlVipecwVHF671eHkTOGRJbEySIlu9LHn8qhhjJEzUUGCkJCOYzDAPV1HBwnJOCbd9wk2Mm9YWbBRfooKs1ABczaPPZ8nut4n3hjinCgT745RwxjMzLVAFjJXAZk3sWZz+NfbiAjs1RLxzggKFoZjEVxsTyy7Di+v6keEQYJzspI5FmiNGkTEm8NMpmBkg12QaXSdhULmWWtKnGNl0kGUhRpMAhPSOxIBpadDjmbDI9ycaIUn1eB0EGMtFog3hyg/wap7pMPPrMu8iSjb6OHdfVkAopp1FaQQFGyT5VqO9ih7znLNI1GKq62Qk3WP/XHCIEw4Xr2f3BqmjWVbhH5632MAwWjEzOoxRh+8mz3fcjBsDyEgjULSOPtMw3HRaOIgfOD73Iuda5eoLq0irT/++NAjHOGbxhGR/RaQKM2b6136YcJLJ+q8dbtLkmpePFb7PZJZzTubPa7vD5kvu/SDhDdutCh7Jscqj95QwuZ4nVQpcq7L2wdvMQgPVxrrXp3H6o8zCsesj29zvvg4n/Y+Yne8h2tlg1yJTrN/8RgBJDplFI94fft1vjP7HO2gzWtbr2FJi1QrXMMjiAO2km16YY/HGo9n0bT5VV6Y+z67/g4X258yjAekWrFYWOR05RSuzJHEiheXXqJgFJAGdMI2julSd+oUrRJhHBPGd6tqYwJWS6vUrPsjXO9CUDNneHn2x/zz+j/hJ2PaQRvfj6Yt2aXcChWnxvnaOTZ6WbvUkiYnq6c4UTpJw5p92JvmW4ElBd9fq05p64vHao8ohc2gDwJErPAvthElC3u1RHipizWTAwFWycb/8ACR6iy9a2MIZmanpfoRGAJzNocKEtJOgFFyMFcKJOtDwtt9rPk81kKBtBtkg2NaIx0TcymPThVWJYcaJQhTYs7lseZyDF/dRnomavDgaqGQgmRziFl3ssEmReZ4kKSQaKzZHMKzSPbHpO0AUbARaBKlwRREN/uQKOzFAs5qiXBjcDdidsabVlSn6yhKSfbHWCdL2HaJeGM49dDVUQoSrJk8suYQDw8vs1FyUMW7p6/LByPeX+9SydkIYLPn89H2ALSiv1rj460eUaIoP7nA7GeDMaRJY+U4m5cePOwFWVF54dRZdm9cxfLypFHAuNtm3O+htUYaBqee/z7rH70HwsB0cr91/4jDiFFrn+Lc8m993hGOcITfjSMi+y0g1ZpRmHLrYMReL8CPU+YrHonSv0ciKzjTLBDEiu+uVPDjlI93hix8y+lHXxTtsIU0NK9svnIoNesOWn6LX2/+ihcXX2RnuMX58gXe3nsLiSBIQop2EVOYLBQWpobkGs3mYJNmrkk37PDK1qu4hoNtOATxePreEgkIPj74mJ+u/pRUp/T8PiWjwo8X/wyFQiKJ04RhNGRMpmE0tcVzte/zRO1JXOmxPz54YLUVsqjZx+tPfKF1UTUb/GzlL7jU+4TN4DZMqq5SSJaLq5yvXaBpzzKY6aOUwpEunvxqIRWPEsTn3H7UIHXWOheTlrmQMktmrdkYNZdovU+8M0KHKdZigehWf/LC7J8oWpMp/wSZM0k7IWknwD1XxyhYkOpJ1KzCqLuZF+04RVsGyfaYpBugOiEYIqsC57KkLiNnZklbn9NF1zqLrnVOV0Fq4o0Rd1ok1mIBNYqzBC4BxoxH2gshVqS9CKPu4p6qEFxsE++M0anCOV4h3BxkVWmlSQ78wx84Ibkq0qRKY50sY81lVl7pfoCWEAcx6WdIrPRMrFNlknskTksVlxPNAt9ZriLICgfPr9X5t0t7vHUz05G/fGqGuvfgU155fond65dJ4gcPm8VhiGW7PPnTv6TfbnHz3TdJ4hjDsmgsrZCv1UmihN7eHkkcU1tYwppE5RqFComTQ7S2kKUqynSgvUMcPSDl7AhHOMKXxhGR/RbgGJIfnKix0wsYxwmmFPzwZIOc9fv1wKw4Jj88UQOduRG8dKz6e12e3waF4q3dtx9IYu8g1Snv7L/Dz5Z/RqRj2kF74gureKr5NPvjPa52rxKqMJMxIFgrrXGyfJJ39t8BwDM9bGFRdspEaUiqUxzDoWiVcAyHjf4GS7msihKlEZH/+Vq4lWIWSOCQ54fzf8bre69wu3//dHTJLvHiwktfqlpaNqp8v/kS2g3Z7OyQpCkFs0jlHtlASVYzcnSEbxUi1Qitpx6q0pYke2PMGY94e4hRsEm2x5kTwYSMCSeLsNUaEFmLW/sp0jEwChbpKCHZGZP2Q5Sf3E3vCrLnmjMeahyjU5XpTKXAKNqknRBrxiXe9zMbrqqDUXUy54JDC82h5C6j5hFe62VOCUUTtM6IqwThGpnWNZmkc9mSdBSjbg1wT1ZJ+xHKT0h6Ad7jMwQXW+gHte0NicyZmbZWafAs4qYLCIwZD/YDxFaK5m6ogzVfQDRcEvvwjl2wDH5ysjG9wPnJyQYH48MV4N929WPnSxx/9gWuvfUaafJgMltbXKJx8gKDN3/D6pPfyVaY1gRjn3F/iFcoIqSBViHd7U0aaycwixU+8j22dsb8+OQx3t8Z0xmH/GjpyLngXkRKT31/h2H8O579aGAUp7y31efphTKJ1ny03eeZpTLuI+pt/ceMIyL7LSBWmjdvdzMSawiSVPPqzTY/OlH//Ru6fz4v/MJvkCgwpUCjSSe3HzYGSZ9E/TZrnsnzwgFaaCTgGC6pVpyrn+W1nVfZHm2jJhXRO0v4aecipjRpeA0saeKaLmGSkVNL2rjCoOpUkWQnnU7Qwf0CuraSXWTeXZr+nZcFfjz/Uw5q+2yO1xnFI2zDZi43x5y7iMVXm8CveTVE4JB8nvfmEb516M/s/tK1SZWPHiWoIM2qnKbIhrRSlbXSg3uI3p3Ag4klljAlws5yYYVnIqVAhWkWDesa6DSz8Aqv9TBmPIQtkSVr6hUrTIkwJwEKozh7+7pDOoizcII7nykFsmIjPJPwehez4ZEOY8xmLqsaT+JupWNmCWOTg4cwJXqcoIMUPZP5wKpxDEKghtG0qvtZCEdi1FziiS2ZOZsjmfwyU1vCYg57zpsGKGhLon5LB+veRxKl+dXVFmGc8uxqlY+3+vzm6gEzhUVmCw8mkLn6HGde/BHdzXX2b98gjmLkHdus5VUKM/MMW7sM2q0Hvj4MfKrzC+xev0qapkSjIabtMVuscXV3wH//cA+A0/MlzHhEvlL73O/yRdCPUtCakmPSDRNMIf4grZzW+wFv3OjwZ2dnGAwSPr64z0vHquR/3+fG34ErB2M+3uzRGobEiaI1iqjnHc40frus5AgPH0dE9luABpTSzFc8Xj7Z4M2bHRKlpqTqDxeai/tjdgch3z9W5eLukF6Q8ORimZ1BwIlqDj9J2RlEHK+5XznVRghBPxpM0nS+wDrTYGqbp2eeougUuT24xTAcUrJL9KPBpEqbnfgMIQnSgI9bH/PM7DPc6Nw49FYluzQlsQCu6bJcWGZvcMAoHvEgeKbLS4s/whaHZRpCS2bsWWbsP0yd6hG+GJQhsMr2dJ5KhQn2YoH41iAjfZOwA5TOJv+DBw8ZZWSWCZk1sqptN8zSs8Qk/CBJkTUHFacYszmMkp2RyDgjf7LikHQCDMuARKN0ijWXJ94eZRZdeQutNcI2kAWLeH2AHkToSGEuFbLfm+BQ0pbWeuJVm/nl3vHHBUiHMTgSo+KStHz0IMqWL808Y+9AuAayaKMmXMU5USEp3X86Sg0B3pcnZ5YU/PB0nfYo5lTdY6WaYxDG1N3ffsqz8xWapys0jp9BxRFCSgzbm5Lx4cH+575WJUlGTkV20RCMBrilCnPSp1Jw6AwChBCcqTuUDIldKH/p73UHd3y3NZoXTzb45eUDHFPy87NNvN9zp+/LQdMZx7RGIf/twx0SpfBcm0GYks892t/jwmyBzjizrQR4YrHCqfqjN1/yp4AjIvstwJaCHxyrEStNzpS8OGnnu18jCetRQKg0N1oj1ttj9gch7VFI3jUxDMGH6136q1U2Oj67/QD7sXmWS19df2tjU3NrtPwHV0MEgtl8k9n8LEjNvx38A9vBNqZpsDPaYbG0iMQgTAPCNKQVtIjSCEMY5Kwcg2iAa7gkOsUQBp7p4Zkexmd+Ig2vScWs8fOVv+By7xKXOpeI06wVdmeo6kz57KEW/xH+9CDqHmbNI9nLpv61Mal2iqyiqcZxVgHNmxkpvK+gfudSC/QgQTZMzKpL2gmzp4dZNc4ou1l7vhej0URXuhmRLNgYRRuhIdkbY50oZ56yQYqOU2TOAET2KaYkHUSkgwij7KB0VglODnzMmRzCklOfW5SeVJQlMmegwuTusktACoQpifeGGJ5J2ouQRQvyFrgGapSAFNhLRWi44Jm4x++Q2Ifbyam7FnU3C/64N7rzi0CaNtK8v0uSxJ8vJQKI3BKrTz3HrXffwJ5fw67VeKtj0BmMmankOOj5/PLWkP/nz57l63xfz5Ss1XO8c7vDf3s/G+p8bq2G8wd3ThE8PlekM464tDNASsHLpxssFexHvsvkJ4rWPfrt/VFIkOj7vM+P8M3jiMh+S7CkmHqu/rFoaBwp+fGpGf7r+1u0RyFSwM/PzWIIwa39EW9PPB3PL5SZ/wL+tJ8HrTVVt8ZCbhGlFZ2gc+hxgeBU7SS9sIdG8S/r/8L7++8hkDzeeIx22OYgOCDVKTPeDH6cpWq5nkuQBMx587jSJUoj1krH8GP/gdXjol3kTOUMVbOOwOA7tRc4X3mMYdJHAwWzQF6WvvL3PMIfD1TRxDlTIdgbkgxD3NkCGJLgkzbOyXJmnSUg3h4hy05GbFXmHKDRmc5VaaRroIagRjGiaGdkdhghKlkCnyAbxAp6bVQ707ASKtI4wJjJZaS27mbpWWWbRIWoKEXYBmkvmni8imnV1XmsTrQ+xMhZCEOSbI+wlguYdRetQMhJJfhAoVN1l2/bBtKSECuU0hg5G600zmIBWXEINwZI08Q5U8NYyKMKJtqQpI6YygkeRWitpzpmpTW28/myIl2d5d9uB6zUa5z8yd/w9x/ucL6YZ7Vu4JiSxwsx/ZPHCJwy5fzvDmr4bZBCcHKmwIebPeJU4ZiS443c1w6m+X3gdi/g6t5wqkB5+1aHwokaJfPRlklcb41pj0KeXKoQJikXdwas94IjacHvAUdE9ghfGRrNlf0hgyCrSCoNH231eXq5jGMZMLm/YBtfO0r0WPE4l9uXWcmvUnVqdMI2wzgznDxbO82t4W2aXpMr3St8ePAhAK7hIaRgGA9RWiEQbI+2mc/PM4yGJDrlsfpjNO15XOkxTkdUbJfb/duHJAxSSGpujTlvnsfrTyDukRrkZIGc/fVOSkf4Y4TAO98gHsfEG0OizQF6lCCLNukwzgaxgoSkHeAcKxFv62xYK8yqUFoohGOQjhPMGQ+j4hGvD4i3hsiciXuyRrQzQnUCwqu9rMorsuhZkTPRqSLdG2NUnCw6thdhn65O5AiKZHeMLFiAyEi0IfBO11CJxl4qoKKUtBuR+gk6UiTtAJmz0AKEJpNH6MxB4I4mWI1i7MUi4c1eFgAhBKrm4t/o4pyoYszmoGITNb8Z79RJR/++218VLT/hnfUuPzheZRCmfLTV59mZBbhy6YHPN1SCZxm8f6vFR+uSysISs0sNTuRinsAgVyjiFIrE6defIxjFKf/4yS5xqpgtuez2A/7p033+6kKT3CNOAA9DMwwSpBD8/PwcLT/i8v6YIFaPPJF9fLZA2TNZLbukGlbqOVa+YAjHER4ujojsEb4y4hR2ByEF1+TPzs7y9q0OO/2Qj7YH7A8CzswV2e4GvHGzTb3gfC1pQdOeY6m4xMZgg5JZpmyVUVphS5tAj1nKL2IYBtujbSpOBSkkFbdClEakOkUiMaSB1tANuqyV19Ap7Ax3kUiCJGSpuEhn3GG5tEyqJq1bYZC3irjS5cmZp1jx/vBSsY7w+4E0Jfp0GSPRpN0wm/b3Y5J+iLNahp0RKkhJ2iFWM0c6ikh2JrZvtkR4JsIUGEUnI6hCZHramkO0PsgSsZRGhCn2yQrJ/jgbHLsTRqBBJSmybEOqiTcGOMfKyJqD2cxlXrCAebKC2fQItwaQgFKghjHO6QrWME86CLGXS0S3JwNfVorMWahBhBonCM+AVE88akP0JHUsI+0RxJpoZ4Ro+1lFdsYlnbTAHwbhBBhEKZf3RzwxX2QcK663RjwxV8T4yoRRc3V/yI2DIcMwYeDHhGnKqZkmpZkZ+vv3a2VVr8UzS8fY6owRlslis86Ta3OHkhDvpBF/XXimwem5Ilprnlgo8e5GD8c08P4ApQXnZ/MsVjwqjsFK1eWx5SqOUo+8tMCQYuq5LgWslY9I7O8LR0T2CF8ZtiF46XiNcayouiY/PtUgSlWWtmUZPD5X5P/P3n/FSJbl573ob63tw7v0prxt3zPD6fF+huQRRaMrEbgScPRwz4sECHoQIEjgE0kQehIgUBIgCBe4AsQL3ENJh9IhRXKc2OOnx7Qt7yt9RmR4s+1a92FHZWV1VXVXdbms7vwKidoZGbFdbPPt//r+39cLE663R8zlP7i0AMAQJp+e+gw/0N9ntb+aGrYjKXlFlkcdVvurjJIRS/1lIG246sd9TlRO4EiHQAVopbGkRaQihtGQRCUM4xGxjsgYWWruBBWnynJviYbfYDG3SMbIMpef42jpGHPuvrGn7B72cG+QkWbUHqEnXGSssQoO8XqfcKmLNZnFrrj4p7YI6iNk0cZ5poLhmWgNqhkQt3yCC22EZ+AeqyAyJuakh+6G2DM5dJygwgTtJ9gLecK1QcqUYpX6xyJS26xEp41j/SgNLjAE1r480dUu4XIf50R5bKel8a91x8lfAq3SiFukTqNx+xHECiSpNncYoUcJImdiTWQILnXS7c5aWJMewdUumAIRK7SA8FqHzFwOVIRq+uhYIx0DUXXROWu7+et+8cZKhzNrXTqjiK1+QGsYUsna7Ct+0Oqv4OX5Ir0g3k4+/OyRCRZLGbZOfBylfsag1UTU5hDNdZI4QldmePVSG9O2mN+/n81+yE+utXllX+kWMvswIAU8P50jvQrCy3PF2yK9nxYIBCUnrb5KIZguerRad26k3cMe7oQ9IruHB4JjyG0LMc+U2xWBl2ZTrWjZNSlP5x/KsjIyz5dmvspasMLF9gW2Rg1yTobXr76emrSLG0NRmoJdZH24xoX2BfYX93O5fZlI35BAKIIkoB8NcA2Xtt/mwORBlIKu32fKmeWZ6jMkJNjSJYwjLrQvEOVj5jJzOGJPA7WHe4MexehkbPxvCmTWwJzJoVoBUX2E8EzMmoswU+9XFSmC03WEZ6SfEyA8I3UXMAX2Qg6GCeFyHxDIjIlZ88AQ6EhjVVyi9QGykGpUVS91EZCuiTWdJbjaAQTClvhvNXD2F9FSICwD/0wDzHSeOlBpsEInQDgG9mIBY9LDrHpE9SGqGyJzFkbRxSzZyILD6O060jMxJzOgFcE46EFYRup9a9uYOZvgjc3UXmsn1voYeRvraInYuf8h5Y/Nl2gNQy5uph3kL+8rs1B4MAlDcxSx2roZ4nBps0/WNvju2S1eWnged3rIn//0Ai/Pz1Drr2JJzcL8LEf3TXFoqsR3z9epZm0eVebNTrnWuyO997CHjxL2iOwenipYwmbRPcC+mQOEOuD/XvlvNEYNapkaQohtX/cbl/TGqMFUZoq5/BzXuteAdIhWjMc0pZAUvQIvTb3Ien+DslfEs1y+u/y/GIQDZnOzTDrTAFzvXidv5/jC3Jee2qjXPTwBaBChQvgJSWOU6kvHHrCqHxG3gjSSVWmMipsSV89EhwodJkjPROQthAb/YhtZsNNhfD9BtUPCTgimxDlYJOqNsA8WMfI28ZaPKLuIfCoDCJa7CEOiwwRhmehRTNwOcI9VGP50PV3RJHUxMEou8cYQEtBBQnC9i3OwRFjvY1a91LrLkqhIoQwwMyb2fB41jAmvdVIng3ETGFJArLGrHuGlDkbVTR0L3oWkF6LPtLCeqZDcp4VUpDSj8OZQ9DCISbR+AG2+5nprRJAkfOHoBJu9gHPrPWJVwLUkr13rIgQcPHGMycksRwtH6Q9DvHYHY+siW3XFK5OzlHNZ9gjmHvbwaLFHZPfwVEJr2ArrnG2cRQhBmESUnDJ6/E/suIGd2jrFsdIxPjP7Ga50rtAYNQAouSWOlI/iRz6nG6e53L6CZ7korVjML3IpupySZGdi20u2F/b5ztK3+dV9v07ReK8ktJ10euf0Hj5KkEKgt3yIFUknQMfpED9aIySgjJTU2gbCEBg5Gz2KSbohYmxun/RCnKpHcKmNNZtDS4EexghfoQ1SGUCsCC51sBdyxJvDNE624SPLDoRpWMGNYWeZs9LGrSBJ7bNGceo7C4BGWAbaj8dpY6neVkiBGqThBtFmquOVnon0TOKtEYZlEl7ppq4J2wlhInVhCJOUtLcD9ChGaECBvgNXVcMI3Qhg5v70hm+tdemMQl5aLFPvBZxd77Gvmn0wacFcgfmSx0zO5mAlw5GJHNM5mygp873zdcoZm5VOiIoj5Oomb7xxiihOODadT51pVpZZMwzmjz9DefEwQj79sqT1QUijH/LMVI6VXkDfjzk+kWHv+raHJ4k9IruHpxbtqEXLbzGdTSumBSdP2S4T65gwCcmYGYZxetM91z7H5nCTmlfjC/NfoOJWeH3zDX6y+mNemHyBMA4xpEEv7NLwt6iP6rw89TEuNi8S6QhH3BzuHMUjLnbP87HyJ++4XuuDkPWuz/MzBdZ6Ac1hxLNT2adSv7aHD45kGBFe7WAWHZLNIToaSwUMgTBk+r+VpmIBGNNZ4q0RGBIMhY4VwpaYJYdoawhSEK0PMMouJCoNGLDG8wiSVLuqQOZsknaQ6ltdg6jhw9h3Fg3aT1CRwvBM5LhyC6QNZlKg/ZRIm1UXbRnoMEEHCdGWjz2TI1xNNaPCkegoway4mBUH+0Bhu3srbvrb2l20xprLEV7vgSlRoUKvDzGqLsq5ndzFa33MKRd1H41an5gvMp13WSy5nDH7HJlKSeepzT6HaxmcD0AiDSGYydloNLHSTOdsVroBb690MKUgShSHah6jK+/wk+tX0MBs2bslrVElCddPvQVSUFk8ct/rsJsQKs0PLjVo9kM6o4hzG6l0ZCo/R/l9gib2sIdHib2jbw9PLRISEpFgCpMzzTNsDjc5UjnCT9d/SoEC87l5EpVQy9RIdIJjOAgEtmHz07WfstRfxjUcTGHiWi62YbE2TM3Fh/GQpd4SRad4R/p5rnmOZ0rP4orsLa/HWvPTK002uj6dUcyleg+tYabgUPPu3ZB9D08/4o0hSTfEmvSIl1PtppACYQikY6IjhcxYCNdAWBJhCdRamDZH2Ubqc5VojJpLfKaVug8w1t0qjVFxSJoBOkpSTa2fEG0OcQ4USFo+1kyOaH2IsGVqkaUBmWpWhW2QdFO7Lms6C2MPWG1L1CgZN34JMASy6KQen1JgFm2EmU+jdU1JtDZE9SKijSHR5jCtuNoG1nQmdWTYGLswKA2GSKNyDYGOEuL6EHMyg3qXXlb5MTJSqPvQyrqm5EjV42xjwGuXt1ioZLi+NeJSvUeUVHlx5oPp9DWad9YHXGr0+eqxSZY6I5baPr/zwgwF1+TCtRV+cvECWcukH8aEsbrFe/YGVs6cojg9h2E/vfp6Wwq+fHSS//nOGqdWOwjgqyen9kjsHp44nv6xjj18JDFSA0bxgG7Q4WzzLCWnRDfs0vbbfHXxq2SsDHP5ORISfrr+U36x8QveabzD5nCT5f4yR8pHcAybk5WTbA7rXO9fJ2flUfqmzu569xozuSkscbvjQpiEDOLbO2tNIfji0Qlyrsm59S5xovny8ck9EvsRg1CacKWPUJpkEGHP55GOAQLMvEPSDkjqI8IrXazJDNKziOsjRMYEKVJCaMq02jpKkAU7jYJVOm2ccgw0YM5mMWouWgiEZ6KDGJm3sA8ViVo+hGllF0iJ7DglVvVChG2iRjEy76RxuKbAyFrbcoK4G2BW3XS4P9bYBwpptKxjYpZcjIqLWXWw53OEKzeqtAZaa8KrPUjSSqwsu8iig/QMhGeiEgWWxCg5CCmQ3sMjQgcrGQ5N5FlqDrlU77FQyXB8Mvv+H7wLlIZBGLHZ9fm/3ljlraU203mHkmdhm5K1q1fp+TFCwiiMubjZZ3QH26gkjunV199zWd0wwR9/thPGBGr32U8No4QwGXsdA30/RvMQ/NP2sIcHwN6j1B6eSlwZXOQXG79kJjfDtf512n6b2dwsfuLzdv1tPjX7KX6+/nMMaXCklA7p9cM+y/1lpJCsD9b535/53/nB0g/ZHG4iEOyb23/LMjQaQ5iIO4n54K5SgX4Q40c3c+Wbg5B9Re+pTN3ZwweDDBThap94a4Q540GY4B4vY+QdopU+xiBEFB1k3kr9YoN4u3opMmnIgPIThGNg5G2i1f5YHgDClUjLSLWwOkidBrJWGnBge0RNH6vkgh+PE7tIK6xmGi17I5FL+zHmVDYltYAsOmBKRNGGUGFkLeJWgPtsFQKFf6aFHkVjL1mBNZnFms2SxDea0qz071JgzmUxsnZaDY4Vqh9izeUha6bpX92QeG1IojRmzcWazqJtSTyIkK55W5X2njFO0L1fbAxCco5B1jRY64eUXBPPlBhC8ImFEmudgHovlWB85dgEJcdECMGCHdKrZNEo9lWzlLM22bs0qvm93l2X3wsTvnlmg2rO5uBEnp9e3mKm6HJ8Os/ELnkIDpXmtStNtIbPHanx+lKbn19rMlfyqOxVZffwBLF39O3hKYCmHTfpRl1AkzEzXO1d5nLnMgU3T8Eu0A7aSCG52r3Ky1Mv8xeX/4JYx0gkOSvHbG42DUlwShTsAv2wz9v1t4l1PF5C2oFiCnP7NVvaOIaLim9fo6ydJWfeHkcbac0vrrfQGj5/dIK3lzu8udxmfyVD9QPekPphgikFrinpBDGuJT+Q5m8PjwdCg6qPSAYh9oRH3AhQ9RFx1koTrzQ4R4oIKYiWB+hOiH2ogPtcjaQToLoBwrNTEltwSAZRWhoUAmx5s0nrRiEs1qhOiBrFWBNeWr1NNEbFS+UDgUrlCpZE2AZqlPrFApiTHmoYYc5miVb6EKiUXGdM4qaP9/Ep4pUe0cYIYcuU6JoSNMRbPkknwD5SwjlQJLjQRhZt7Jks8dqAYKUFjoFRtEmGESJIUJsDrIpHXB+7NwBxJyQexkjPwDpQQk54JB/QbeBya8jFzbQSaxuSS/U+ZzcH7yktaIwi/vKdDao5i2dmi/zNuU3myxm+dKSGIQRvjQNeTCmIlebHl5t89dgEGdtgGEYkKkFrSJKEMEpIUhXFfcExJVMFl1NrPf77m+t84ViN9V7AlcaAX392eleM6NhS8OVjE3SDmMWCy1TOYRirPRK7hyeOvSNwD7saW9Em77Te5lrn2vaw/2xhhk7UZjo/xTAa8LcO/G98b+V7+ImPlBKl1bZnrGmYlL0yV7tXUVqhtKLlt5jwJtgYbLCvuH/bxSBWCVWvyuZwE8d0KFgFPNNjEI9uW68T5ePY4vakMksIvnRkgrYfs1BwmCk49IPkAUhszDfP1sk4Bp9YrPDd85tUszafPVDF3Dt7dyVkNyTaGmJVPAanGxBrjKyJEJD4CUbWZPR6A7PighTEG8O0KcoU6EQjczbCEuggSaNtA4U1myNc6m03bN2xvK9BuibBqSbuczVkycbIWWlIQjxuDpMiDUuwJfaBIsGVNuZkFmkKGNtXqX6Ee6CINZ1FtQOilQHCMRCG3K7k3pAoaAHR9T7W/jxGzUUWbJLNEckgQmTNlC6bEsaWd6oZEDQDnCPlbZ/ZG1CjhHi5h3ukSMIHw6FKhvhQjUPVDIYUTBZcjtbeW5dadEwOT+U4vdphreNjSMGx6TyWFCilSZSm6Nl8/cQkZzd6rLRHKCBKFFa+imvV2V/JsNweEcTqhhz4Nrj5u5NpWwqemSmw3PEJk4T/dbbO8ak8i5XMroqcLTkmJSe98FQ8i8oTXp897AH2iOwedjE2wzW+vfQtwiQEwLM8hNS82fglS/0l1obrdII2FbfCVxe/SqQiVnor1P06FaeCZ3oEScBqbxVDGggEUqQaPtuwSXRaga04FTzbwzM9ZrNz6XuUpuAUMLGAW4lsxa1wMH/4ruudtw3yY+ukom1StD/4aWaZkqJncaneZ6k5RGs4WMs+cFb7Hh4VNMnmCKkF0cYgjZWNxi4BUqbVyc1RWtGsj7D3F8BM07ecg0WCy53U+iqfWmSJQKH6EbpgY054xOvDNGGrmzaFpU1ZKZyDRaLlfhoX65hphTVSOLM5dKRQYQyWgbFgoQcxwaV2SrL3W8SbI5wDRaLGEGsqS3i9izWbTbWvpgQBqpOeh5giLTsLQEDS8jGnMngnayg/Yrg+hESnVmPjfSJcczsAQgdpE5hRskna4TYpF44BWQvVjcC9M3nbGWl7p3hbSwqencpt//7cjum7wZKCxYrH6dU0lazgWUxkU128lKkN17HJHHnb4BMLJZ6bKZAbn9/PnjyE3LqOLSX7Kx4agXWHc9MwTfIT03ddh24Y860zm5hCc2Aiy8WNPlebQ37tuWky9+mpu4c9fNSwd4bsYVciJuAHq9+7SWJNj0HS48drP6YTdulHA2IVobSi6Tf57tL/4p3GOxScAkEcMIyHrAxW2PK3kFKm1SCtkEIihSRjZuiHfTRgS4eXay/j6AxTzgzHisfJ2lmerT5L179V1zaXn+PLc18hIx9OWtn7wZGSFxdKqR+phpxr8sx0YU9vu0thxKC6QUo0DZmSM0h9Wk2JHt2qU4nWBlhTaTNS0g0xJzy0n2B4JqoTpG8SEK0OkDkL+0Ah1cLGOv2xBEbFwTlSIhmEqDDBqLroKLW9SloBweVOmsY1jEkGEeFKn3C1B2M7MOkYxOsDgmsd7P1Fkl6AdE1k1k6DGgTo4Y4a6Q29rWDsYatJGiNUnBBc7iINgSyMRysMMZ6PglinaWWOgQoTzFoGo+RgVByMyQxi0kObgnitf0f1eaI1r692aQcxsdb8YqVLN7yD7uc+UR9FfPvMBoYULFSytAYhr15sEKuUJUshth9MTSm2SSxAtlhj/uDh8d/kHUkswNyJZ97TscAzDRarGaRhkLNMjkzmKHkmr57bpD6MHngbn0Ysd4Nx45xmqesTJLuv+W0PuwN7Fdk97EqsjlbphjdJpGEK3lp5C89yuda9RsbyiFWMa7gEKiRRMVe7V5nLz+EYDn6SkgCBwDEcwiTcrspa0sIzM5jSwBQG+4v7cWWGHmnntScz/L3Dv8u0O83aaI0wCXEMl9nMHDV7AsHjG+rrhgnfPbeJ0pqCa9H1I1692OCLR6qYe8+huw9aI22D+HoPQwuMoo0OUj9V6UjiftoMxTi2VgdJqj0F4sYIayaLNZdLU70UIBT2sTIECWbBIQkTRKKwj5QgUQghSAYhUWMEEoyyA0oTnGvhHikx3ApAaXSUesHKvIXyEzAk1pSHtZBDDWLs/QWEmfrCxg0fo+alLgl3E3wqtuUFSMYethq0RvUjhGOmCV6GIPYj5E5qmmi0lUbh2gs5lNYp6XdNkiRJyXii0e9a7mov5LUrTc6sdZkpepzf6NHxY750qMKDNM5XXJNnZ0tMFRzmCy4/XbLYV/buadRDCMH0sWeRUrBx5TL6XSViaRjMHX+G8vyh95yPJQUfny+wnHc5u9Hjc4eqrPVGXGkMt0n0RwlLHZ+/OrXOXNljsZLlR5fqHJ3M8/lD1T037j3chj0iu4ddibXhyvZ0xvK41ruOJS0sw6LkFNFoyk6ZfjQgUhHdsEvVq/HG5ht8fu7zXO5cRqEwpYkpTIQhiVWEbTiUnRJaaeazC3xq5lOEUcTGoE7OzrK/cID9+QNUrQkEkiln/gnuBfBMyWTe4WAty7MzBX5waYta3sESeyR2N0KbqaOAjhUYBipSCM/EKNhspx8pDTcSueAWEhatDTAX81jzeRzPJF4bkLR9tIJkFCOFQGasVDs7rvKahVQLm/RCktYIFJgzWYJrPZzDJaKVPsqP0jAGx0AqsGZzJP2QcLlP3BiBSrW50jVwjpSI2wEkqc+t6oe3bqRgTHBvboOwDIQek147le+k1VgLNYhuGfuTmdRDV3UCwnZwy6yNkoO9kEffgUTO5R1+5UCF16406fk9JvMuv7JYfCASC2nwwcfni9ujHJ9aKN3V+UCjudYOmCnYWEJyvTNiruAyfeJFKvMH6GysMup1EEKQLVcoTM5ieu8vbwCwpORA2WWh6GBKwZFKlv2lzF2rvB9mTOUcDk7kuLjZY6k5xLUMTszkP/IkNlQae3w87Jz+qGOPyO5hVyJIbt48S26Jd9pvERGw2lkm0Yq8lWMuP8fWaAvQBEkAaLphlyAJmcxOMggHlJwSAokhDGwj1b3N5WbJm0U+Of1JPln+HACKGCmMtHtlF8GSgk/vL2MIiRTwuUNVTCH2pAW7FEqAWXEQlpHGsMYKYRvoICGJFSJjoftRWtE0x5XZnazJEpgTLkk7JDjfTuUFKrXkMkoOUX0IscY5VCJsDJFG6iSgwwTVvnnOGCWb8FKHoOVjTmaw5rIgBbJgISLwL7UB0ojbSI05tk4tsRo+7gu1tFrsGfBu16ht4jjWyiowqi7haj9NMeuEqRwh0VC0MbIWwk/SSq1rgJ+gI4W+Q6UxaQdElsQ+VLgtEEGh6Qc3JQ6jKCZK9EO5i+08n97LMOFa2+ebpzc4OJGjkrX5+dUmLyyU+ORCETtfYiJfuqN2936wsxL8USSxkOZzzBRcLm6mB18pY5F/gF6DJ41YaVZ6AQsFl0RrVnsBi0XnvtIem6OI756v89nDqZvGqxfqfOHIBBOZh+to8TSS5b2yzh52JbJmqiereGWGqs+bjTe53LlMfVSn6W9xuXuZn63/DIXiWOU4c7k5slaWE5UTFNw8X9/3db6+/xssZvdTtErkzDy2cFjILTLrLvJS7WO8XP6V7eVJzF1HYm/AknL7RmvLjy6JDRPNWLZIoNSuNWLXRQdr5mYV7kZ1UYcqTdbKmCkZjDUya6KTJG1ucg1k1sLI2YRXO6hBlCZ8AXqY+swaeRssSbDcxZ7OknSCNKWrHWwnfwnPRPUihGsisxbx5pCkHaRBC37C8K3NMdFU4whZ0srqeHfqSBHXR8T9ALPqIXI7bpQ7j73xtMxbyIJNtDLEKDlIx0DkLLQhUsLqSFTRQlZdhClRkUob13q3VmN37i+1drtTyFov5Mxqh5miy8f2Vej5MW+sdHmcZbrpnMO+WpbL9T4/v9qk4FocncixcyUehMQ+SvTChM447KIdxPTCD+oN8eix3A34waU6rmWwr5plvePzk2utXXrG30SsNNc6PkprIqW51vbRwNvrPf761Dqvr3b4ybUWf31qnUvN24/x90IniGkPQ/7qnQ3+8tQ6rUFI8yHrpztBzJ+fWudax6flx/yPt9dYvct5upvw9D7i7OFDjfncAuda5xmoLheaF4hVhCUtprPTJCptQBlEA1Z6K1jCwjVd1vpr1HWdhfwiZ5tnyVlZ9hf2c6h8iNXeKhWnwqHiYY6WjjHnLmCIJ+/NuId7Q5AofnC5STXncHwyx6sXt5greTwzlb2vqsbjQOJInGNl/I0hxGnTlU7S6FJpGyR+gMhbafLVbI5wtY/0TKRrIDImwaU2Rt4mafhoI612ap02d2ml07SvQYzqhsiCBWiEY6CGMeZ0Bns+j3+2mcoFig7uc1WEa6Za2SDBWsinjgaJTkuRtoRApUTblghDEDd97NkcOoyx53KEy/20knwj6lYAWiMyJt5zNYbnt1KP2kQhyw5JK0jnuwOy6BBf7SIsiVFxSdZvT8Yzig7alkQbfey5DMmOjv2Fgs2XT0wxnbfxDIOiZzFXcN5XWtCPktRCyzHphglmoijf53e6Pggpuya2IfFsc1s6XM7aZD9oeMMjheZcY0jetZjJ2by13mOtE9D3Qz59qMoPL25hSMGvnpzcVfZeNzCds3lursTBWoaya/Ez1+TYZG6Xnem3452NPq9d2eKlxTJ+lHBmrcsXj01ysJrlwkafX1xrATBT9JjN327feCcoNBLBgZLHJw5U+enlLUjgpcUyx2reQ13/fpjQHoR8+8wGtikZhQnNYXTP6/qksEdk97ArMWFPc7B6gP/Pqf83QRzwmdnP8kb9dTYGG9sesUW7yEJ+gV7UIwpSnexsbpYzW6dp+S2KdpFhNKLmTPL/Ovl/kDNLuMLbdcRnD++PUaxo9EMu1fucXuvS9yNsQxJPZNmN7kRJzaHwpQW6P1tDjWK0n6CiGFGwELFC9yPsxTyxHyMdE9UL0xStkxWCjSFGycUoOehEkbT8lKyZEumZaQNZwSbuBtiLBaLNIcIy8A6XSVojRm830sqtmTp1JE0fa1+B4EoHtTkiGUaYE5l03s00rQpbpolcNY+45SOURkeK8HIX76Ua9mKepBWkcbWRQmZN7NkcwpAM3qxDorDnCwQX2xjTWawJj3BjmNqPjfeJFmBUXKwJF3/pVr2CMCSyaKOz6S1JJxqGMRR3xkMLDpVv3rgPV97/Jj6MFN85WydUis8drvGDiw1MU/L/KNw7AVjvh/zPd9ZYqGSp5B3+v69d59BElmdmClzbGvDLjMUrC0Uea2n4fdDyE354qYFAcGKmwFtLbWIBk1mHP39rDYCP76/gGruPxAJYhuSVxdL275/ed7+PHk8GB6seFzZtXr9+k7DOFxwsQ1LLO7RHqfxnuujg3sMDxDBSfP/KFi/MFYmV5s/eXKXoWmQtyenVLgtlj+ns7RHqHxRzeYfPHK7x6vk6ozDhxEyRZ6dzD6xDf9TYhbeAPewBJAZREhAkAYulfQzjId2wtx2KIBB0wy7DeEjLb6GUwjZs9hX2sTZYx5AmQRyw3t+g6Tc52zpHRmb2SOxTipJj8uVjEwig70eUMjafOVjZtRpCEaa6U3M2lzZ6eUYaiBAm2IeKeJ+YgryF4VkYZQdrLoc1k8UoO8iCDUqTDCJUb6ynhZvRrqtD9DAGS2LNZPGerWEv5AiudJB5B2t/AXM6g7WYx91fQqMZvdVIXQkMAZEmXh+QdAPMmSyyYGNUXGTeSnW0rokexqmbgi0ZnW6mDgmGwKy6OIeLmJMZRueaDN/YRAgwqx4qSbWvSTsgCmK8Z6vYsznshTz2YgH3ZAUxnyVUGmMyi1Fx058JDzmT2SaxDwfpEC8C9tU8DCn5m/N1moOQ+VKGnHPvyyp7JnOVDFcafS6sd/j4vjK/89IcXz5c45m5IicnU2nBznv9k5a9lF2TLx6dJE4Uby23cW2D33huhn6QFgFsU3KolvnIypQeFTzToJa7Wb2cLDh4luSttR4XN3tMF1xKGZvXr7fvSVrQGIUsbQ345qkNXl/p0OgHPDdf5EvHJ0m0oh88uP3cTjT9mF+MSbgQcGGjy/W2/1CX8SiwV5Hdw65F029xuHyYn6z+BCkMPjnzSX60+sNxSIHGkhbDeMgoGeGZHq/MvMKZrbM4hoMlLRKdIIVBK2hxrXuVdrVJ0djLonka4Scqjf4lHQ1vD0NOb/R5fjq/627GxighPNdCIIn8EO0YuM/WiFYHqT2VKTALTurrOooRklQGkLcQroGRtwkvd4DxsH+obquIqH6EOZMhvN5FGJLgahpgABppylQ6IEBHGmsxBzJG5mwsIDZluh5+TNz0MaseJAoVp/ZZwjVS6yzbQHgGuhcRXOqkFl22QdwNiZdTqzpzwsOY8Ei6IXHDR9woj0epTMFvjXD2T5I4EhFr9OU0zUtbAqz3uP2MHRbgVgcwpe8cavZuLPUCvnl6nYVyhmre5bvnNjgxU6TqmRybymIZ917DcQzJoVqOa40B3VHMvmqG+byDY0g+M64UrvZDllpDPj5fZLUbsNEPeHm2gPyAUbsPCo1mFCXbh80oTnhrpUOUKKYLLutdn2+e2eTXT06T3Y1DGk8p3lnvc2EjJaxBonhzqU3Zszk6kWUYxnxsvkik4K3VLgul9x+uXyy4fObwBN+/UGezPeL/+SuL/Mp8AUNIqi/MUX7I8cB+rAhjxSsHq5QyFt85s8kg2L1a6hvYI7J72LWwpUU36KW9KDrhTOMMr8y8Qjtoc6l1iZydo+23OVo+ymx2liAJ0Gg8M/WYvTHU1w27RCqiGTQpZnYvkW2MIkqOiSkFjVFExTWf2I1wtyFMNL0g5vBknhfminz77CY9PyJRKu3c3yUwEk10tglBAm465Kdjhd8cYuUtwqUuVtZmeHkDI2elQ/WxQo9Ts6Kmj1VysfcXCS+0x81hBjqBG2xWIFI3BCHQEqRrYGQsoms9okRjHyigYoU9k0UnGtUKMHMW0bUuZtUlqY+QRRuZtVMC24/QhkA6BtIzSToB2ky1uW42bUxT3TD1mK0PkUWH7KdnUP2YqBcQXO/dJNq2AVLgHi4RjsbV5F4IjktiijQt7Pq7omk1rPcC8q5J1jJY6/pM7C9iupJuGPP9S01e2V/GkIIfXm7ymYOV7ZjUu2Eq43BoIs+Z9S5/dWYT1zI5OpnjSr3PN09v8vcK3j2Pzaz1Q149v4llCGo5l2tbQ35stvj8oerYQlfz+vU2K+0hnVHEcnMIwL5KhokPGE39oGj5Ca9d2SJrm7ywWOLHF7dYao347KEaJyZzvLHSxTIEGWvv+vIwcaSWoR/GfGyuQKw1b632WCy7uIbkswcq28fcZw+U7+n460cJ59ZTGU6iNOfXehyoZJjO2g+dxALM5mx+84VZSk7quf5bL8xSvkvK3m7CHpHdw67FbG6WS+1LQEpJfeXz49Ufk7VynKyeZLG4yPXOda50r9AYNig7ZUCTKIUhDEwxPrzH8fRa795kmLV+yF+dWuPETJHpgsN3z27y4mKZl2bze3IIoGAb/OqJKRxDYhuCX3tmEs80dp+0oB2gRjHy3eulIEoSMser+G/WMTIWSdNHxxphSnBkatc1ionVKB3qrzioZoAOkpues9zkjDJjIj2LaGOADhOMigNCYE5nsRbyDN/axKx6aK3TOFrLQHgS61CR6FoX2qlNlvAMcEwUoMMEmbEwyi6jy+1xQxhYORuMtElLuCbB5Q5G3saqeuhRjAoSpGdhzucQWfMmiQW0ullOFhMuYj1d3xsYxQnrHZ/NbhoP2wljRrbgiBas90JWWkP+chAiJfT9mNVOhtLke3uz2gZM5m0ubAgqGZvposunD5SpZCxMU1L07HtOBat6Focn8xyZyFLN2vzoSpMT03kaw4ialz54vrivyCCIudpIG9i+8czUEyOxkIY8fPX4FBnboOql1lV516DoWBjAi7MFpNB715aHjJxt8Ln9N/W8n90xfQfDj/dFexSzNQh4bq5ILefw6vlNVts+01nrPuZyfyjveEh8FGT5UeDpWMs9fCQx683jmg6e6VFxywQqZGu0RTNocmrrFK2wRTfo0g26HCgdwJY2kYpxbQfP8LBEmujlmg4SScbKPulNuivytkEp4/DWcpu3SL0kJ3P2U3Oj2emd+aA+mnfDzoSjwi70lBRCkGwM7/p327OJrnVRgUL1xrozpW96zfoxCFBhAp0Qs+oSDqI0NUsKpGemf/dj7Pk8UdPHXrDQUmBOZNKdLgFJassl0mjmaGsEhoRYIT0b4gQja5N0U1sdHaTkVdsSHarUAqzqwubYVUBB1A0RSmNkUrcFmbEQtokyNBQs7GwOnTOJgxjeFaAgdgxdJ46Bc7JCeLaVJocBWcvgQC3D5caAXqzwnqmxsFjEEHCk6tHfX+HnV5sAvLBQ4vjE+wcMLHVDfnxpi5xjsr+W5WpjwM+vd/jswQqWITDu4wHINgSfO1jZbij5wqEqyx2fb53Z4IX5EiXP4vWVDpebAypj8rrS8pnPu/e1nIeFSGssIVgoukTjE3Ffyb3lPalU4+m4tnyUMV9w+FvPzVDzLAwpKDw/O/aN3fvudmL33Q32sIcxXJnhK4tf4ecbP2d1sEqsE6az0xwpH2ZtsMZyd5lPz36a5f4yK70VbMNmEA3xTBfX8MhbeSa8CapujapXYcKeetKbdFfkbIPn5gp892xKcBarWWYLu9vy5Ab8RPHmapdnZ/IInXomPj9TwDN3z5D/44FO41/vANsySNYGhJc7KRkMEzBlej8KFTpJLbTQoP0YBTgHCmgBQguIUwmAsCXOkRJagggiDM8kjjVaxUjPRKOJN4eYNY/cF+aIlvvYogiklVcpBaNTbcyqh1MtknRD1ChCWBJrOovM2wRLXWj7mFMZ4s00gMEo2kjTIFrro/0EYUpkxoSmxFrIkzhim5juhLAMyN/aVR1nTKwXatAJSRojklFCaIBZKtGwYK07oOLnyFoOnSDh/PpNh4OLG32mCi4zORvHkNSHISXXuq0yP52zeX6+xKGJLAXH5BeuyYnpPAY3knRTgpdojXEP8h35rumSa1LwLH55vUXBNVnphmQsgy8fn+KdlQ7nNrocncpRe8xV2c1hyPcuNvjSkUnCRPGjy1t8+ejEU1NZ28PtmNrhSjD1EB0KPkzYO7r3sCsxVD1+svFDrneWGUZD/MRnFI/ohl0EcLh0mE9Of5J9+X2c2TpDrGNMZSKFRIz/9aM+sYqZy87zfO0FjF18uK/2Al49X8eUgqxjcbnep+BafGKhuOufvS9tDXlzqc3GuEt8veOTsU2em7q3aM4PC4QQCOP2b0sCItGYeZskZyOkQDhGajElSH9ijSZG5GyENtF+QjKKsaeyBBfbwDgoYBQTndmCUKVRsoMwTfG63kevDRCegVF20BmL4FwLmXdAacLLndRftpFae8XdgHhziMxZyLIDtkQrTehHCCmJ1wc4C3m0ZSCLJvgJcWOAtI00ncwQCFOQ+AnB9S7WVBZZsG4js/Z8jsS8fZ8khoCKg6g6dEYxr55aJ+eaHJsqsHShzjtrXaZyNRqDkH4Q8ckDVUwp+Pa5TX56tUUtY3NkKst3zmxwoJbncwfLtxBSSwo+ucO+6VPjpqxEa95c7pBpjjhWcfn5cpu8a3NyIsP9VLkKjsnJ6QI/vNSg68d85lCF+bHV0nTephckj53EAjSHEa1+yF+8s4ZSECtF24/2iOwePtTYO7r3sOuQkPDjjR+y0luj6lZp+S30OIZW6bTJpRN0OFE5watLr3K8epzVwRqNYR1Tm2MaC5a0KDll9hX2Me/te9Kb9Z4oeSazJY9nZwpUMhb/68IW8+V7b0h5kjg2kWWrH3B2XDk7OpXn+MTulXE8KiilMSYyJIPO9mtm1kZt+QzP1rFqLmoYov1USmCUbJJumI7zCiDR6GGMzJip5jVjMTq9heqGY8IrUgcDQ4AliTaG2At5wvUBehRjTLmYRZekHTB6s5G+L9GYs1ncE5W02ruUkIxGGBMuSaLTRi8EWmgszwJbIl2DuD4kaQUkLR+zVCTaGKaV4l4qfJUFG1l2kQ6oICHaGODkS+xUoVvTWdTUe/u1ap3qOb94dIKCa5KzDLL2NJWMhSEEhyse+ednmcjYCKEpZec4t95nqTWgPgzIezb7qx4XtkYsllwy7zMK0AsTrjRHfO+1Zb54pEbfj3hndY1/+Kl9nKjd+zF7te3z48sNHNPAMSVvLbVxTclC0SFnGeSsJ9Mgc7yWoTsq8cZSG4BPHapyoHRvnrmJ0oRK45mSSGmU1ji7qJFyD3u4G/aI7B52HRrhOku9ZQByRoG5/DyDVp+QCIGmF/awpMXrm6+zUFjgevc6BwsH2ZdfpOk3GUU+ZbfM4eIRKnaF7qhPPVhn2pl/32XHWnOt5bOv5KKBpY7P/pL7yN0DMqbB145ObOes/+qJCczH4FiggOWOz3zBQQMrvYD5vHtfllZhrOiMblbiun5EqBSW/GA381Gs8My0VJlOPz03U1lx4Hq684RnEJ3aQg0jiBRxw8eayhIu9dF+TBIrzEpaHQVAgzAEKkiw5vOEK92UvBoylSLINH5WRwkyZ6cNkGdbOAcKxG6ANA2C5V5KdiXbBcZ4bYAexjgHiwhHogNF0vAxai7JIEKjEVKAFIh+RNIYIV0Ts+QgLIN4dUBS99N52qmzgQoSdMtH2AZm0SHuh2mFdzqDdE2MqQyqZG/H874fdiYHzd8iqRE7hlMFczmHZFLT9iP++tQ6RyZzzBRdTq10ODFT4HMH3tuVpOSYfHyxzC+vt/nrU+uYUvDxfWUm73PItpaxmC1l+NhiCc+SfP9ik7mi98Tjadf6EWfWetsBbG8sdZgteFS9977Vx0rzs6U2rWHE54/U+OVSGz9SfOFQ5QOT2SBR/HKlwzNTeUxD8sZKh+dnC0+M5O/hw4s9IruHXYdr/Wu3/D5hTyIrcKlzkZX+CoYwcA2XXtTDNV2UVpxtnUUKg9nsLB+f/RVsXAbRgNYorY5t+Vv3RGTfWU8jBp+dKxLEigsbPb5wdJJjtcwj2dadMHfc9B8HiQU4s9nnhxcbvLhQQml4a7nN545O3Fd16krLZ60z4vh0HiEEZ9a6XNka8ewHkBZ0wphvnanz7GyB6YLDN89s8PJimcOVR7//HwZi18A5VCJZ6RGu9mEcS0s+bdAQ1tib1QcSRdwYIbMWqhOCLUAaoDXWTJbROw1kbjw8PZYsaKXSVC6tU0cBrdGJxqx5hJc6CCM15rdmc0jH2HYMEJ5B3A0wqxmi1f44ZlZsm7LKnA2GSJO+/AStNFErwJ7MEFxogTcmH7FK5QOuMY60NYj7IeZU+v04h0vEeYtH5TxZH4Z858wGrm3yysEqP7m8xdYg4uWFIi/MFt7387HSbHRHHJsp8KML9dRXtehR8e6PXOVsg28cn9z2t/3VEzennyT6QUyiFV8+PkkQK35yZYtBFL8vkVVAECuWW0P+6y+XCWLFTMkjUcAH5J3X2z5vL3dYbo3wLIPV9gjXMnj5Hr6nPezhfrBHZPewqyAEtIP2ba8XrTKmtJjOThOqkIyZYXO4SWPUoBf2CZIA13Coj+psDDYoWbdWZu41aedwNcOVxoB3VlICPF/OsPiujt8PExZKHpWsvT0UWcs5LBTvb3uPT2TwrCkWii5CwFzJY/E+53EDQawZhjHfv1jHMQz8OGEQJmnV8KkQWkAy4eDGiuG5DnF7HC87ilOi6Bl4J6oM39hM2YPU2wlaSIH208ppMggRUqQSg8K4WmgItE5t5JJ2mDaNxRqdKOgrtJ9gTLiYU1nC5X5qcXWjNGcKjKqLc6BI3B6hYw1KY+RsdKKQtkRECpFo1DDG3l8ADdH6IPXEvWUDE4Q7Jsljna/2E3TORElxj2faB0PJtTg4kWex4rHeDTi/0aeSsbCkvN3y7A4YxIrljs+Z1Q4vLpS4ujXku2c3WCi7PHMPbgg7sZO47gYSC3CkmqGWvWGUr5kpuPekj7Wl4JX9FVZaIwZhjCEFnztUJfMAYQmHKh7NhRJvLrVpAYcnczw3nf/A89vDHu6GPSK7h1uw1PFJNBwou1xujXBMg3L58eodt/1fgZiYXtShHbXYHG0wjFJ7o4ExQAqJIQyS1C2eRCtiFbMVNG4jstl7tN5yTEnBtaiP7ZGK3u0d0R8mZC3JdNGjOUgtk2aK768zfDcMIThYvqnD2zl9v5jMWHz+yATfPL2OHyccnMjx/HT+KaGwKcx2RLjcTzv78zZ6FIO0QEO8MSTZ8sk8WyPaHBKtDVCDGGFJ7JksImOmoQgZC0yRRtTuIKPCMVGStMoLYIAwJfH6EJm3MAoOwdVu+gGDsRda+muy5RPZBvahEsHpJmoUp64IlkEyitFNH2FIzOkMWmmEKbaJ6m3sNB6/npZ2Uf0QkTdvsdq6MzTdSFGwDDSafqhusVV7P1hS8NkDZZa7AW8vt3l5ochU3uHseo/XlzvvKy0o2gav7K/gWCaf3l+iO4r55VKbucKH52H1JnEV99zkFSnFa9fbDMIYy5BEieJHl5t86UjtA0t7/ESztcOKrTkIGUUJ1n3EA+9hD/eCvSNqD9sYxIq/OV8nTBTPz5e2M7oX38d8/GFCa5jLzXK9e51+0uNa7ypREmGbJoNwML4nKwbxgJnsDBkri0CQMT2kMAiSgF7YQ6MQY9Mc13SZ8d5fVgBwaqPPpXqPuVKGMFGcWu1QzTkcfwzSgieBM5sDTq92qGYdFJq3VzoUPZuTk0+mWavlx/z4cgNIpRZXGn3Olb3x/t/9dNaIFMH5FqYiXV0zbcwSQqP6YVpBjRJGp7cwqi724RLSMxBSECz1EE0fo+SmVVoNMm+jBhEoBYFGJxEiY6Y/pCRUZlK3AOdQKZUB3JL7kRJOkTHRsSJaHeBNZ7AX8iSDEJWMM1/HZNfwTIyKQ9wMEFIQb40wJ7PEG4NbtlMnacMaYwmMTjRO1SO23+s70pytD/nZ1SZfPznFZi/gzeUOv/rM1H11+BtCMF9w+NTBGvvKLhnLoJixOVS9t3N0sehyfK7EsO9Ttk3mClOPTcqzWyEQSCGYKXl88UiNX1xv48cJtz/B3DtWuj7LrSFHp/JkbIM3ltpc2hrx0uxeVXYPDxd7RHYP28iaki8fn+SvTq3z+vUWhhR85dgk5axD6x5TcB4G5jKLRHyPK51LRDoeuxPdzA2/QVAtaZG3cjjGrX6roQpvVqKAFyZewBX3ViU8WssQxAnPzxRIlObURo8D5Q9Ptebd2F/x2BoU+NhCEaXh9eUO+ypPbnuV1igNnzxQZabo8s3TGyTqUQ5WP2S0w3HAwc1Lq7AM1DAYhxKkowd6lKCHMYmfQM1Lm6bGEpbwSgcrzKCjBB1pZM5CdQLSsX6dNnNZGm2liWAyY6Y62350Z96RZjwjLAOtE4LLHay5HN7hImF9lBqrSoHhGATXukTn2jj7C2gFahBjTWaJNwe3zFvc0NeORyuEITCms6j3fNhIgwiCOOHP314jUZqca/JB6n2GEDw3ffMB+4X7HLJ2LIMb0RUfhMQO4wTXNJDAIEobEh/2wE2oNLZMy+FhkgYzPCqYUvDKvhJhosmYks8cqJAojfsAjZaHyhnMk1PMF1wMARP5+5ctPWkorRnFiqxlkChNkCgye81quw5PTzvwHh4LwkRtd95qnf7+uOFIl7nCDM2wSWNUpxU0iXWM0jcrBKY02VfYDzqNst2JrJVFjm+oL06+yLH8yXtedsYyeGWxhGdKcnY6/WG2oMlZBl84WCFnGRTsdDprfrALdTRM8DsRQT9+V1Xw3lH1LP728zM8N51nMmPxm8/P8Mxklt1bjd0Rvyo0ydY4scuR21dXrfTN1R8nb2GQNnIJMHNWOjSvUtIrCjZRfYQ9l4coQY9ihGumpFGItBrqmkjHIHOyRrA5wJrOkLSDGyP9t8IS6FilFl25lPBK22C43CXaGhG1fKKtEXHTT8mwFMStAJkxQArClR7O4fLNu8X4GVHcCHSQkHlxkqjw/lXVI7UMR6by2w8nnzxQ3U7DelrQCxP++kydt9d7dMOYvzy9zpnG4J51+PeCC1tDvnO+zihRnN4c8DcXG/jxo70Wm0Jsy4osKR6IxEJ6uB4oeVgyrfYeKHlPVeVbac0vVjr81elNOmHCT6+3+da5Ov3oUbUy7uGDYq8iu4dtDOKEH17cwpDwyv4aP7u6xQ8ubnFw+vF1mQba5xfNn/CD6z/kY1Mf41zzHE2/SZzEZKwM/bDPQmGBQ8VDaRCCini2+iz78vvYHG7QDjos5Bd4pvos+3IHqNkT2xXce8VOC50nbaez+6EZNiO2lvt0tkbbvM7LWkws5slPuam10/vhRtVVQn5HxeN+9JOPG0pr3ljrMV1wmcpavL7cY8GEKhAHMfZUjnipk26bEKlmNUmrmEbeJukEICXh+oB4c5RG0ToGzv4CsRylBPJImfB6D+kYJEEClsCseagoxipkUIbAncqh4gSt+jdX7oau1RqTzUil5NmzUhWBKdD9+LbtMXIWyTAiGUTIUGFNZ4hWB4TLPZwDJXSYEHVCEJokYxCWXfIVl8Gkw8+utfj4fPEOD36a81sjJrIWq92A1W7AVNGj3h3xgwsNcs9MPVWJRVprXFvyX19f4fh0Hs8y+O7ZTUwxybH7cPu4G2KlWev4LDWH/Nmba/T9CNc2GUTJA5PLpwmPKur6fqA1bA0C/tvrK0SJYir/dFWUPyrYI7J72EbWNPjqiUmU0szmHcoZC9uUj0VaEGuNKeCXWz+jFbQZJkMuNS8zk5nlcOkIOTtDpCI2hpus9Vd5Y/NNpJDM5+dxTJdIxSzkF/niwiFOlp5lzt7/SNd3DwCa9sqI5fOt24a0R4OI62eaVNpZZo4W75h4pRPNsBXQXB0y6AYIBNmSTXkmS6Zs3xsBfoJojCJ+ea2FKSWLVY+Lm302hclXPRsZKIyygznyiFbG+tLxULxRcEiaI8xaBqNgE1zr3pyp1iTtAHsuh4oUOlK4JytpQ1crwKy4qFGENgXRlo/tGkTdEJG3sA8UU42sSJclzLQSS5T6yhoTGRQabQh0cHt1TwUJRs5CijRBTBgSMhZG0SbphATXupiTHta+HEbZYSOIubbeozzt8calLbYGAdMFl0PvavbbGES8en6TnGMyWfT4yeUtPn90gq+cmOLnV1u4H3AE4FFhrR+Sd9JQg9VeQMmzbmmALDgmR6cKfOdMne9fqFPNusyXXEaRQmn9wJ7TphR8+kCZrUG43XT6leMTVJ9w5XprFOHHirm8Q30YkWjN9EN8AOlHCWdXO3w+69AOYs6s9XhxtvDEmm2lELw0X+Rac0hr3Az7mUPVPR/cXYg9IruHW7DzwjSXdzAfQwWgG8S8enGL5xZt6n2fet/DM8qMkhabw00YwkJ+gQvt8+wv7UOhKDoFFguLnGue42rnKra0mcpOsdxbwcSmUC2TN4qPfN0/clCaYTsiChN0rGiuD1Lic5fSSXNtgJe3Kc/f2oiTRIqV0y26N4bix2hvjmhvjihNZZg9WkQ+gP3Po8ZkxuZLxyf4zplNLm72KWdsvri/ijzdHFtpKUTZwcnbxNd6xO0AmbdBa5yDJYRr4J9pbhNPObbZiutD4sYI51CJcLkPhsA7WsY6kGf4Vh1pGNv7W42H+cNzLZz9hTSeNlKoYYQOU0mDLKbBBipOECFIx0DdZZhaxRpZtDEnMsiyTbw5wjpUwgbi5ojYTyBSJH5CpejSnfT4/laXMNF8bF/5jilSk1mLTx5IPV97fo+PLZR4ZV+ZWsbibz07jR8rIqV3hTtIYxjxl6fWqOUcTswU+N75OgvlDF8+OsGNpN1uEPPLa00+fbjKt89sUO/7HJ3O8ex0/iHpZDXn6wMaPX+7Kvn6UofSkdp9O4o8LPix4ltnNxmGMZ86VONnV5qg4bdemqXwUIid5p21Hu+sdhglsNkastUPqGbtB3JBeRBsh0QMQhxTEsSKVy80+NqJSQq7eKToYSPRejv+OYh3p6xij8ju4YmjMYxY7444/+YyjVFINW+itYshJIlOb7ir/VWem3iWH6/9hP35/cwUpnlz8008M8OkN4UlLcI4opatca19nfaozVfnv7FHZh8SdJLQXPJZOr1Fc22AlAI1tmCa2l8gU7AY9qNbPiOlwHINuvUh5Rlvh6m/ZvVs+zYSuxPtjSGGIZk5Vky77gVEo4SgH6O1xnINnJy53TX/JBArTb13015oECR0DZjK2+hBui9UkKCURpRs7IqDmbcJL7SJGsO0QjuWVMishQ7ShwNIba+0n6REJkgIrncx/QjDMZFFB3OslSVOcObzRJsD1DAGpVFBjCw640YsjRrFSJ0OiRsZC2MmQ7g5vMMWjd0ICh7WQo6oFyKmPRIEKlbYxyo4WQudMdC2QccS/PzUBmGSbsNmLyBUCvcOmvKd31IlZ/Pts3XmSi7PzxX51pkN5ssZPr2/hCWf7INLyTU5NlXg1GqH9Y6PaQhOzOS3SSykjW4Fz+bMepfj0wWuN4dc2xpybrPPM1MPrudONLRHqZzg6ycnObveY7U9wo/VEyOyrin51IEq3z67wffP1xHA545OUHhoD5qCF2cLdPyIa1tDfD/kpcUy+58QiYX0e3Ytg6mCy5ePTXBmvcdGL3iqdL4PiqWuz9mNPp87WGGz67N6vc0nZgsfNCPjkWGPyO7hieNg2WVwoMp/PbVMxw85Ol2i7E3wdn1t+z2JTrjWWeJTM59C6YS/vvJNsmaWnJ0jThIsYbOvsI+CWQKgE3R5c+t1Pjf1xSeus9oNSIIEpcCwJNK89wuxVpqgE7F8usX519bROiWomaLDsJua/V99q0F1PsfE/gKjfog0BK5nMepH1K/2UIkmGMRMHSyQq7mEo4ROffS+y26u9akuZJFSUL/ep7U2QO1wMMiWnJREV9LUrMeNph9zarXDRN7lxHSeH1xs8MZKh187WkWfvVVuISxJvDKAQUwyjJGecfPv201cYy3t+A9JL0R6JkkUptKCuo93rMzoUjv1lwUwBMJIY2KTQYQ54UEj/Wy6YIGwJWoUgyXwnqsxuNa5q6uS9Ewo2uj5PIYJop+SY0yJyhhE45u4EHB2qUNnFPKxfWU6o5iLmz1Wu8FtFbSNQcRPrmyRc00OT+a5Uu8zjBIubva5Uu+jgWrWviXZ7knBlIK5ksup1TQQJe9aVLxbh8/ztsELcwW2+j4npwtMvDjHd89t3nAwe+Aj0RCCTy6UODmdp+SYVPZXGEQJpSfsv5qxjbS4QIIQgpxt8DDPu1Ap+v5NCVtnFBEphfOEHm4MAS/OFDg+mSNjSj4+XyRI9FMVmf0gUFpzuTHkSr1PdxTR9SM81+ZwxaPm7q4GzT0iu4cnjnaQcHqthxTpBeLUSpNffeEkVzqX6Yc3G1jCJGS5s0IpU2Qxv0jOylFxKnhmlpyRu62p60rnCs9XX6BglB/r9uwWaKUZbIVsrfTotdKOdsMUVOdylKYy2Ln3ia1MNPXLPQYNn7M/XUfFGpUoVKIRhiAYxJi2gZCwtdwnk7dxSzY61lx7p3HLA0S/FRCebWE7JpWZe/P71BoGzYD6Up/Qv12j7Q8iVs41mT1cJjvh3GEOjxaTGYtvPDNNyTHJ2QZZx6DqWWjLwH6uhjNQhJea6TC/KbCmMxgZi6jlkwxiZMZEZC2ELdGjZAcnELf4yQjXQBsCwzUZnW0hMwZakrJJxyBq+RgZCz2M0bHCmstjoUn6EckwQpBaY5lVl+FyB2+hwOhKG+3fPkxozeYwjpeJrfHK5O98w9IaXpgtUMvbLBY8YqU5VMuyWLr9e5jOWnz+yCQTWYuyZ5F3TLKOyV+9s4YGylmboxPZh5rc5icadzwCsHP6/bA5jPjO2U1MQzBfznC1MeB7lxp8/ditEbTTWZu//ewMGctACvit52fI2fKhbYMhxTZxtXZMPyn4sebbZzeJVMJzc0VOr3X5ztlNfvvFuYc0zK45vdGnNQx55cgk680Bl+t9Dk1k7yhXeVyQgu0quBQC7z6KAE87pBB8en+Z7ihirTNCSsFXT0wx7RnEj9hB436xR2T38MTRGcXYluCLRw6zMdKsNk38YYFPTX+aNxq/pD5sbL+3kqlwpnmaklvmQP4Qjrh7F2miE+p+nUL2o0dktdKsX+iytdK/5fUk1mxe69FY7rP/uRqZyt2aNTT1Kz2G3ZDm2pAkUjieQb6STS2jDMmoFxKHCdIQoCX1pR7H5qY5/7ON2+Z2o3ErCmKuvJlWcIc7huXvBMsxWL/QIXlX+dDLWagEBi2ffpDQb4Xsf75Kccp77Jra+fxN4rawIx1K2RJ3Ko9fNDD9BNENCa73kIZMbbfGiUtm0SHphagb1lmQloJMiSzYqFGEWc2Cgnh9gB5EmMUi8ShJq7FSwChGu0baCNaPiBojhCGRZQdZctBap5ZeoxjViRj2mmSfqxH3Q5JumHrMOgbWYh61mCe+x11oScH+YkoybEOw765RzoJjOwJFpvMO//PUOgCljEVrEPL9S1t8/lD1oehkV/shf3OuzpePTxDFiu9f2uJrxyeZyLx/FanqmTw/X2K64DCTd/m5a7GvkqEbxJRdE6WhG8bbDy83sJvdNR4GXFPw2cNVBkHC8YkssyWPKFEPUSsqeHmuyFTB5eUDVTabLgdrWfYVnxyJ3QOsdAM2ezclYKfXuhQXC1i7zA5xj8ju4YljOu/QDxK2ln2mpzK0hz7fu3iFzx0vcKL0DMfLmm7UIUgCZrLT9MIuc9n59ySxN6D07hSnPywM2gHdzRFJorFsA7eQ6kbbK8PbSOxOqERz9e0GRz4xhZW5/WYUjRIayz2yOQd/FDG9v8CoH9FY7qE1OJ7JzMESUZiwtdInjhQqVrTXb9deGqbEcm6yoyhIiG5UIN9D9mFZBvXVAdnqze85m7dZv9xl1L+VBMdBQmHCZd9zVdziLrJyEgItgFEMgtQ1QAi0VkjbINwYYBYdsI006EDr1INXasyqS9QENYjQkbrVj9YYyxEGEXoUo/0EWXFx9hWI20HqG2sIZM5GFiziMN3fRtlF9UL8y23ETBadtzDyNsZkhrjsPBaFRtYymC161HIORyczfO9Sk7mSx8N6BhmGMcMw4q/eWSfRGgH4UQK8P5E1hODj88X00NSaX1ks8s56n59fbfGNZ6ZY7wacWunwjafMMuxhYOeD2r5HEGxgS8GRagbTkHim8cSavPaQQmnNcnuIFPC1Z6e5VB+w0fXpBlmquyxmeHetzR4+knAMwRcO1/jWmQ0urFg0htf55MEyw3iZrFVjy1/CkS5T3kGCuM1Cfh+WvrebiGd8OC+G8ShhY6nLqB0yHIbb2tFswWZyX57Gcu9956ESTXdzSHX/7alI/a0ArdKqqGlIVi+2iXZYNkV+kpLXRDNzqMTqxTaWa2C7JuWpzM35N30yBZtwlJCMh6NMU9Jc6zOxr4A/jG5b9s1lxFg7suIzOYvV822CO8kMehGZos3lNxoc/tgEdu7JarhErAmXusSXW0SdAJoBAMZUBu9YmeHprbQhTIEKVapDddMHCiEE1kKesBekzV6JTjuAAFmwUx2mJbEmdkg0LAm2YPR2HWsqC/NZhAAVKZJx4xkCyJnIrAmhwpnLobIWKmOQPMYGFtsQfPZghTRPQfDFQ9UxiX0463CkmqG1UOb16y0APn2odl+JUgLY8iN+cb3DZw9UkFJyeWvA/3hrFUMIyhkbdxe7aXxQaPS2NGLn9B4+mpBC8MnFMscm80xkLOaLLqE0yAm966QFj+VsfPXVV/mt3/otnnvuOb72ta/xJ3/yJ+/7mStXrvAHf/AH/Pqv/zovvvgiX/rSl/iX//JfUq/XH8Ma7+FxI+cYWIYka+Q4XDrMXLGEqRb5/tmIonkIMznAzy4anCh9hlcmX7m3edo5pryZR7zmjx/xKOHy6w22VvtplW4HBt2Q869tgBbpkP/7YGtlcDOMYAdCP8EwBNEoZv1K9xYSC2nh0B+7FNSvdzn2K1PYjsnSmSYr59usXezQXOlTqmWwHYP25pBe06fX9AlGMd36KO26fw8IIbC9MbmTglE/YtgNif2EOEhS14Txqiut02JmomksDZ6kmQFGpEnOtRidbaVD9zpNwVL9iOBSh+Bal9xzE6ggHS1QQYzMWKnfa6yw5rIpMR3G6FGCNGSaomUIzNkcMm9hFhzCa13CK53050ILAoW9WEApBYMY5ScpCX4XtADtSJQpSbIm+gnsLEuKbaKUygke3jpcb/u8vdxGCoEQ8ItrLdYH7y1juRVpk8vVRp+/PL3O+Y0utbxDb/x9vbyvTNH+cNWA+lHCt85v0fJjumHMN8816DzGWPI9PBrE29d2TfIBup4tKbYlObYhWajcW3/D48YjJ7Kvv/46/+gf/SNOnjzJf/yP/5Hf/u3f5g//8A/50z/90/f83A9/+ENee+01/t7f+3v8h//wH/in//Sf8rOf/Yzf/d3fZTAYPOrV3sNjRJBovnOujh8lnJwtkjNzXF8tsT9/goozzcXlPCubZRazBymbNfblDuCY79/c81ztOSwefxPQo8bq+fYdm59uQCWa5XMtMnmbTN7Gtk0MkebcexkLN3PzJhzHKiWE74IQUKh6XPzFJo6346atb/5oncoEvLxNr+kz6IYYlsSyDKQUCCForvXpbfmUJm9eAONIkat49Ft+6kt6BwgJ5ZlM2m2h0+aXlTMt/EFEMIoJhjGjXojfj1CxxjDENnltbQyJhk9OUpJc6xK33mUttqOynHRDwutd3GdrOAeLmFUPaz6HfaCAe7JK3AsJL7dRnZCkMSKuD9GRQpoSa8IjvDKev5WSWwwBloHqRQRXu1hVL20eez/ckx5Vc7XtM4gTNJrLrRGjXVaNeTeS8fHy9ZNTfPHYJKBvcbt4fwhemitwZDJHL4hoj2L6fsxc0cWQgu+d32Stfz/EePdjtetvE/e/Or3Jta0BS+8+hvfwVOFSc8gPr7aIlOZcY8hPrrWJP6QWPo/8sfLf/bt/x8mTJ/mjP/ojAF555RXW1tb4N//m3/B3/s7fQd7FWuPXf/3X+ft//+8jdlQLjh07xm/+5m/yzW9+k9/+7d9+1Ku+h8cExxB85mCV1ijimckci2WPYZhwfCJDEEjeWUmtcD6xv0bFs7Bkmc/NfpnvrXyXMAnuOM/nJ57nSO7449yMx4KgF9FtvvcNRgiBl7MIehEb1zrE0a0Xr0zeZvJAgdEgQo7Tpt6NbNFmqzNI55U3CX0TrTRJoknCMZHRaeNVaz31lc0WbRrLg/E6wLCb3uxtzyRbdrBcg8hP0FqTLTmUpj3qV3uYjrzFD9bLWcwcLmFnDOrLPYatEMM2CEa3k/ckSbWj+YqLMFILK600kR9jeo+/AccYJgT14W3pTtoSGDmbZEyA4k6A6RpoU2CUHbAEdj5L/ydrqVY20WhLptVypZGegTWdJbjQQvtxqqMVwA0rIK1J/BhhGwRXu5gLeZQidTe4A4RpwD3IL1Z6Id86s850wWWhkuW1K1scmcrzxUPVXTvwvL/kUn1pbjvqeHrH9L2iNYpZao2IEyhkDGxL8rUTk/SDhLdWOuSdD1dz15Fqht6+Cr+41gTgubkiJ6dyT3it9vBBESnNhc0B15sDWoOQet/HMQ1OTOepuB+u0QR4xEQ2DEN+8pOf8M/+2T+75fXf+I3f4P/8P/9PTp8+zbPPPnvHz1YqldteO3bsGIZhsLm5+UjWdw9PDrN5h9lxB/jiWM92oTnk9GoH0xAEseL/94tlvvHMNC/O5HnjksHR6pexvU0utM4xikdIYbCQX+Bw8TBT9ixy19k2PziG3eg9G6QAvLxFEiasnGtjZ03kOI1FjhuEhr2Q66e22PdMFa9g3+4rmyhUDK21AZ3GCLQmU3TobfkgwM4YhKMEdDpP2zUZdAMs1wA0cajSiiyAEISjmJXzbZ7/4hxbqwNUrMmWbJIwYepgnnzV2ybTbsbEK9ow5rblqSwbl7uUpm7NsDcsSXk6ixTg92MG7ZCCJfEKNkminlxQQie4u5loyUZqjRpESNuAQUy0MUQHCWbNJbrcxVnIgxDEG0O00oichVlyIZP6zsarQ0TGRCuVLmendCDRGGWHuOkjlEYojb5L1dWazZLs+N43BiETGQspYH0QMZmxkQKmcjYnZoqcXu2w1vHJOibPzxZ2LYm9gZ3E9X5JLGiWWiOCOOFzhydoDUMMkaZbHSx7zBVdnF3gefsw0QsTLjduNode3RpwfCpP+SklPbHSNIYR0zmbSGm2RtFDjdN9EHTCmDjRVD2L1nhk7WHvZ0sKvnCkyv/9drjtOvD1k1MfShILj5jIXr9+nSiKOHjw4C2vHz58GIBLly7dlcjeCa+//jpJknDo0KGHup572J2wpcSzTL5yYpLmMOJPf7nMRmfEf1nvEsaKYrbICxMv8EzxOUIVIIXEld6HOgDhTrrSGwrDG5vtZC02LnUZ9kJGgwi14zOmZZArOySJor7U44WvLWz/LezHdOtDuvWAlXMt3KyFkAIpBH4/Il9xUYli2I1wPBON3iaMAkEYJEgp0SohDFOiJSRkija1+TxLp1u0NoZkCjb9dkCSKLy8zeGXbSYOFxBjTaPWmjhQ9JsBhiFZOF5Ba83c4RKbyz2EEFSms6xeaKOVxs6YJE3FsBsgLUllOoNpP5lmHB3efdhdC6DsYDoG8foAwzERtgFaYxQc4o0RQTMAU2DN59JkL0sSrg/QSuMdLSM886Z7wc7jXILMW2gpMAo2STdAzubgDseLUXRh+qbU42p7xLfPbPLiQomcY/L9i3U+eaDK89N5DAHFHdKSrG1+KBudboXgxdk8M0WXmZxFrDLUq1lmcikR+rCRWIDNfkh7kIZbmFLy2pUt1ro+Zffpq8pq4GfLHU6tdPjCsQlWWiMu1fv82jPT28WSJ4VhrPjmmU3CWPG5IzV+eLGBFJK/9ewU2YcS9XsDmmutEZ3RzWbas+s9qgcquyIK+mHjkRLZTicdEi4UCre8fuP3G3+/F0RRxB/90R9x4MABvvjFLz7QepkfkWSOhwFjHDdp3CF28lHjUC3DVHGOnGUwX3SpfeEQf/7mCkpDIWPz6QNlnPF6OeyOp+1HDcs1ERpUrPCDhO7GiDhKMCwDL2diuSajdki3kSZnGZZESkGa9KtJYkWv6VOoeRiGRGgwDEFnbcTSmSZu1mb5XItswSZfcWkspcTRsg2EIYiCmEzRxrQkxSmP5sqAyE+oHcmztdwjGCXYnokME6JAYVoGpcks197ZojydoTyVIVGKJNYIIfB7IVfebIybuUIkqTfqoBOiE8XaxQ6DTojtGpi2SbHqUZ3Lcvan65iWRBgiDWgQ6f+GLQj9hI1LXRafryAf0nG7s8iq9XsUfE25rQ+GVOaxUz0lEk3cCRGOgVFyIIhRxnimN0hnrInXhgjXQGoTYUl0lKRpXRKMrI2OFMqPQQjkeF6J1hAlYEqsoovM2+juTemNMCXWTA45m0FZcrtBYiLvUM7ZvLHcBsCzTebLHqYpud7x+emVJnnXYrbscWGjx8+ut/nK0YldX5W9G+71mrZQSomFCSx8yH1ij09mybtzTOfTSvx00WUmb98mkXnUeFj3m4O1DBc2+rx6Pm0OnytnqOXsJ37vz5uCZ2aL/OhSg2+eTv22XzlYouCZD9UlIlSK1baPZ5t89cQUbyy1We34jBKFZ38wR5cnyQXeD/dNZHu93j0N7S8s3Kz0iLucDHd7/U74gz/4Ay5cuMB//s//GdP84PxbSkG5nH3/N+7hFhQKj8fGKh7fzE1DplVXKZBS0B6GvHW+ge3Y2IYkTBRvrPf54rFJ3If6JLs7EQwj2htDwl7E1vU+w16I7Zo4GTOtmPYiOutDFk6WWb3QIY4Ubjb1D438m5ECQggMU9BrjChPZiARaF9Qv9LDdSxINNWpTOpBq2FyX4H1Sx38QZRmj2ct8hWHTmOI348wLJmSPAGjXjpMlr4usDMGU/sKrF3uYJg3o02jYYJhSQxTEgwj/G7EW99eoraQBw2Dtg9CUB8HCMRRwrAbkq+4RGFMuz5i7kiZreXUv1aOKwxSChzHpFjNEA0S1AiqCzfPda01KtbIG0EC94iV1pBfXmvzxWMTNIch7yx3+OLxCbLO7TeEMARZv6lhdt71nqQbpDIKaWBPZUn6aUPXzlAvAB0mmBUXYRtI1yRp+ghDokOF0hEyZ2HYDmiN9EyEEJgaMNNzwZ7KkvvULHHLR0cKYQiMooNxh1CAkta8MIj5yeUtAE7M5Dk4U0xdRPIe3VBxcDJHLWvz48tbnJguUHkEPqKPG4/rmva0oLwjN6byhDNkHvS7cbMO+xtDrjfTB/rnFsvMTRbe51OPB0eFwdvrPaJEY0rB0dkilfLDdwP431526Qwj5soZ9k3m6QcRs6UHX85uPG/umxF+61vf4l/8i3/xvu/7sz/7M4rFInB75bXb7QK3V2rvhn/7b/8t/+W//Bf++I//mOeee+4+1/hWKKXpdm83bd/DnWEYkkLBo9sdpdrDR4hEa3653EEIeGGuyM+vtfFsgxdm84wiRRInHCy7vLhQ4rvnNkmihH5vxOhJei09BkSjmOvvNBl0QuIgIVO26TZ94ijEH0RYroHWqQOBVhCMYqQUxJEiHMUIKW59ihapc8DWap/JRp52Y4ASGsOUCCEYDWMmDxRprgwwbYlhCEZB6hkbDGJ6W37qKADYrsHBFyeIw5i54+ndTyuNP4xorw2Jo1QmIGS6zDhSjMa+ppZtMOqH5MoCfxDhFWyuvt2gWHVZOtPCcgz8QaoJ1mi6WyOqs1l6jZDV823KMxl6zWDbn9ZyTfITLgmKka9YudjCzAliX9Ft+DRXB0RBgmEKKjM5CpMudub2S6BO9LgpDUxH8ovlNqdWOjQ6Q9rDiCBJmCs4d0yyEqYmkho9inEciyCI0Du0LroToOIEYUpiqYkNEBMehhQI20hTuMYNeEprtJ/uK1m0U/9XSyAcAxUmKYF1TBKlYYdVknRN9GyGzsAHG7ghswjC9OdduLg15NWzGzimgWNKXr+yhQW8PJden5+dyIBWDPs+L0xmQSW0Wk+vc8zjvKbt4f7wML4bDfzgcpPzqx0m8imZ++Zbq0iltvsvnhQGUcJ/f2uN3ihisZrl+taA//az6/zmC7OPJB0uA9vnqrdj+oPgcZ83hYJ3z9Xf+yayv/M7v8Pv/M7v3NN7wzDEsiwuX77M5z//+e3XL168CHBPWtc/+ZM/4Y//+I/5/d//fb7yla/c7+reEbvNzLcfJiitKTgmnSBGCrHrIg+TRD3y/daPEi5u9mkNQq7Uh9R7PhM5h0OVDJ4p+fzBCqYUWFLw5SMTOOMu9fj9up+eYmgF195u0h9HmLY3RjhZk8pslubqADT0WwGZvI3pSIbdIHUsMASDdjCeh0apBHNcuVaJJoliht2QUTekvTkiGEXYrsTLu0TDmM12QGOpTxwqJvfn8QoOzY0BsZ+gEk17fcj+F2rMHC5x6fVN1i90trXJQkK25LDvuer2Onh5m8iPCW2JYclx5TUgU7QJhinZi0YxubJLfamHYUmCYYweN5Td+IqDYYxSKdlzMhbBKMa00oa14lQGYYptq6V+J2DYTKULUXTrsTvstZAXBYvPVMhNpDc3FaUBEfXr/W2HBMuSHDmQp13wWGqnD8CfPTLBXM666/lgHioSnU67v7Xeaf0k0IlCC4FzsEjYD7e3S7gmeCb46TaT6O10LjQkYYJqjbAXC6BSz9zYj1LvWbZnj5G1kTNZ4qKFusfzteZZzBY9Pr5YxjEFP7jUZK7g7Lrr5MPG47imfdQQKc25+oDD1QxCwvn6kKMTGZy7uBPdDQ/63RysZhgEMZ85UKHlx5zd6FF1zSf+fTsCnp8rEsSK52fynF53EQI8uft4yd2wG8+bR6qRtW2bV155hb/8y7/kH/7Df7j9+p//+Z8zMTHByZMn3/Pzf/EXf8Ef/uEf8k/+yT/hd3/3dx/lqj4xjCLFt8/ViZTic4drfP9iA0MIvnFykqy5u8jso0bOMvja8Sn+rzeWqfd8HFPy1ROTeGNdk7djf2Q+IjrnUSdISSykQQBRQtxOyORt5k+U6Td8Git9hr2A6QPF7W7+q283EELcUg0E0sYvkQYMZPI2a5c79LYCBm2fwx+f5syP1pg5UKSx3N+udG5e7WFakupcDtOV6ERj2gamLbnyRp04ULc0H2kF/WZAHCbMHikx6PigUxsufxinMgMN+aqDYUlM204lB36CaQpCXyGFSEmsvEFkxXYVQMWa0I9prg4wbEkSKWzXQrzrkNCxYuV8+zYSu70vlObaqS0OvjiBnTG4/laTQffWimUUK5Y2h5y91sQt2xi25GpjwIGyh/dut4cx4qyJ81wNs+7D6s75aayah8zbhP6t7hPxKMI9WGR0amv7NWHIW6u5gULOeehIkaAxIguCcSqYkVZqRcHCOl4mvg/pRM42+PqxSW7kZ3zj+M3pPezhfnBxa8iPLjVYbmUwpeRyo4/SVV6Yvj098FFiKmszebg6tiK0mc5WHrve984QHK9lUjmWhpNTWW60y+7hg+ORezH843/8j/kH/+Af8Hu/93v8xm/8Br/85S/50z/9U37/93//Fg/Zr33ta8zOzvKf/tN/AuC1117jn//zf87HP/5xPvOZz/DGG29sv7dSqbC4uPioV/2xwLEkCxWPX1xr8T/eXAXg5cUy3i4UVD9qJFpzdjPVDgEEseL85oCXZgtIMTY6F2nbjdL36Of+lKO9MdqeTnY8BfvDCKU0TtZk5nARraE06dKp+6g4IVuw6XcCSFKGadpGqkkXMm2KMgTTBwtsrQ7QWlOc9Khf6+K4BnGsGPXSIW0hU2IaR4qNq6kkKFNI3QyclgUCtFLkKy5JpBj2wnFjWfq59saQyX0F1i52MB0DwxDkyy62Z6K1ZtBKG9PcjIUqa6SUGGbanGZ7xnZYgzQFlmNhuSbSDJGGIA4T7Ey6XWGY0F4fUpz00IlGaY2ddwiG751OpBW01oaoWN1GYgEMU3J1GDIaRXxyfwU/J7ncGLA1jJgv3L0DWuVMMnOTxJNuGhGrAcdAKI3/TuMOKwKxAOdwkeByNyWnpoAdHsDWVBZlCezjVYwgIV4bpL60OpUTWLM5qDrEH8BVYCdx3SOxDx9KwzBR5EyJ0ppRrB5yl/ruwKFqhtV2jkv11MproZLhWO3J9KTs7MHZHST2Bm62de3FAD8cPHIi+9JLL/Hv//2/51//63/Nn/3ZnzE9Pc3v/d7v8Xf/7t+95X1JkqTRimP89Kc/JYoiXnvttduqsb/927/Nv/pX/+pRr/pjgQQOT2R5e6VDGCssQ3JkMvdQTrxYpWLyd0/vVvixYrU1opZz+MyhKt+70GC1PeLkVA4/VlxsDMi7JtMFl7PrXWo5h8O7NDLvYUAIQTCIdryQkrtcySXyE4JBhB8kWI6JMATDToQ0BK31Ibmyg5M1aW+MyBRTR4d4bA0lDUFlLsuoH9FpjNj/TA2lFddPNTFtk+gOwQM7kSSa2kyW1YvtsSWXRkpBFKWVYmmkXftxnCCEIIk0hQmPUS/EzVnEUULoxzSWbuq1/H5McTJDHCYIBBpNOEz1rEpp4hDQqazBdk2UUjgZC8sxUbFCSEE8Sti6PsCwBKZjYFkGzbUh2aKNkzPvajXg9yN6TT+VPLx7WyPFIc9k9uQ0bidkdqHK8ZkCs7n3d8kQUqCyJolzc75S61uCEXZCocGU2IeLGLZBEiTIWCEyJjJnEScKZ7FAlLcgbyGrDmYMaI02JclH79n3qUCi4c21Lpfqfb52fIrzmz2WWyO+dnxy10nIHhQa/aG2P9zD7oTQ7x57/JAjSRTN5u5pVBjGCf/z1AbNQchkwWWz61PO2vzayWlyD+DXOIgTvndxixfmihRck1cvbPHxfSWm7tMU2jQl5XKWVmvwQLoYjeZCY8h0wSVnGZzfGjBfTKd3ohem5v1526ATxJiGoDmIeGOlw6XGgChWjJ2kODGd5xvHJ7YtuD5sEEJw7Y0G3a20C94yBZ1Nn/bmMPVr1Rp0OkQeDmP2P1dj0PfJFV2un9oiV3GoLRTYWu7T3wqQBuQqLlIKLM8gGiVpU5UnOfLxKdACfxAgpIHfj+i3fDqbo1s9SwWYlmTqQIGV822KEy5xqAiGMaYt8XI2UZCmdxmmJFdOq5ZxotAJqCRBSElrbUCyo9qYrzoUah6mbbByvrW9yDi4/ZgrTnoksaI06THshnj5VGc7GkSEowTHM5k9WmLQCVCJJgpTgp2rOncks6YpGfVCLO/9n+tLkx4Lz1Xe92b9XueN6SeEZ5qouzwwmBkLazZHtDVEj/eRUfOQFYfY/XARnyeBh3VNu1ckGt5Y7fKLa00sQxIlimrW4esnPnxE9nR9wA8u1FmsZLAMyaV6n08evHdpweP+bvZw73jc302lkn10zV57eLhwDYMjk3miRPHSXIE3VrsYQjywBrQ1jFltj1jvjMg6Fu1hyFTBYSpr8TD0OIkGKTSCtGKWqkTuPt+VXsjfnK9TydosVDK8udTm0GSOLx+u3fKpnRf2opMengMrodUP2V/N8M3TG2gNLy6U+MrR2oeWxELaKFSouXS3fExbpiEBrYBgkOpMDTPtctdK4xUsWhsDSpMZNq/3mNhfwO9GXPjpOloLHM8kiRXrlzt4eTuVF1iShRNlNq/1WDrVxLAM8lWXYDRi80qPXMVh/mSZtYvt7UjUbduq8X8poVZIQ5AtOXg5K60k+zFby4O0gpoxmNxfYONyl+Kkx9W3t8Z+jhppCgrVtNmqtTFg9lCR0lSGreX+OCnsJgxTpLZdliBXdinUPIJRjGEJ4lBh2SZu1mZyXx4nY7B0pomTsXBzFsNeiOUYOPl32U+JWyUb74dwlFaZw2G8LdEwXeN9T6lBrMiOz+mOKSg8U0Vv+cRrg9QPFsCzcGaz6KrDyBBYUy4ySWNmFenPHp4+GAJenM2z1Bqy2U0fSj9zuPqhI7GQRt0qVdtu9poquByd2LO73MOjxR6RfcKQAp6bzo2nBS/NFrdffxDMFxw+e3iCV89v0h6GHJ7Mj+10HpzEqnGFwTUlJ6Zy/HylQ8GzOF7L3HX+szmbFxdLvHG9TXMQUvRsPr5Qvqe1mczYvLy/zPcvNkiUZrroIdEsdfz3XOaHAfmai3FR4HoWV883CAZpqtawGxIFYVoZHHf21+azrJxrUZ7NkslbDFsB+apH6Kd2XNIwkaYkiRWjXjq0na+4acNUrJjcX6B+vcvs0RKNpT79ZkA4SphcTDWuAAiNmzWRUuLlLUDjZA0m9+XpNX1WL3ZQscZyDSYWcngFi259RDCIyNccvJyNmzUxTEmhZqIUDDs+SazJlhw6Wz6Ti/lUNjEYEzyR2nxB+p4k0himSbsxxM1Z2K7F/IkMSZTgZKxUWmBJihOpZtgZW2wNOiFOzrr1cNFppUHdA6mwbIntGFz9ZYNuMyUkQkBhwqM6myVTtu9Y8V3u+rx6vsGXj08SxIofXmzwtZOTTM5kMKc8ZKQYJZqfrnY5mJHkleZvztX5lf3l+x5B2cO94XEORCqt+cVyh81u2sAaxIrvX2jw9ROT2w/rHxZYUvDs1M00sJ3Te9jDo8KH6yx6SiFvEaU/2LzSyo+gHymW20NMQxAnmmtbfdancg8lom8QJZxd7zIIYq5sDVhtj5jIO+wr3b2TG8QtGl0pQdyjbdbVts/FzT5XtwbMlzM8O1fg2taIS5t9DpQ9nA9hd4qONf1mQL/pU6i4dOs+g3aA5Zj0mj462bHvBBiWoN8OiYKE6nyW5vKQTn1EFCTb0a9K6bQaGyucjEkUJGxe6VKdz7FxpUswjBn2IoSUHH55kqWzTZJIYZgSN2fh99OmJcOUqERRqLrkyi6DTsDy2VZqiyUEtidJEsX6lS65ksP+52tce7tBMIqpzCVUZ3M01wb0mimB1UqnDWWhotvoM+yEHHh+ApUo1i53UjcDS25XaL2cxdrlVtrMMSbx0pIc+dgk65c71K93OfDCBHNHy/j9OqNeSKZop44PYYLpjEmrBhUpSrN5Nq53kYDlGBiWgdAQjKLtIAgvZ5JEmo2r3ZQM3/ieNHQ2R3Q2R8wdKVGez9xGZsNYM4oS/vKdtdRgQLLd0KikQDkG692Ac40eF7Z6eJZJ149YaXsPbQTlSUEnelseYjppEtv7fgbN5ZbPTM7GNQ0ut0bMFx3chzT64seKb57e4GjFxUDwy5UOz80UKDyiCqkQ4FoGtZzD105Mcn5zwHJriLHLexb2sIcbUDse/JJdqEbdI7IfIrT8mG+e2eCF+RKWKfnO2U2+dnKagxWPb5/dZL0XMJu3edAbY942+MbJKf77m6ustkdkLJOvHrtpk3UnrPYDfn61RTljM1f2eGelw8+W2rdJC+6EnGMQxor/47MHcS3JDy9s8RvPTzOTtR+5tCBMNJdbQw5VMiitudIacbiSeaSNc3475Po7TcKxXtjLWfiDGNs16dRHaQSqIVDqRkiUxMuZjHoR+ZpHMExYvdBCyNTCSo1tq27YYnkFC9MU+P0YITRy/L0lSZqStXK2RWUuS2UmQ3tjxNqlDrNHivS2fPxhTHHKo1Bz8fI2a5c6bF7rgdaoBECTRKnLgJdLfV6XzjSpzOVYOd/CdtIGrHCUDs1LQyBNOY6ZTQl5tugwaPsYtsHMwQJOzkYA9et9tpb71K/1MSyBkzEZjV0ShIRT31/lyCemsB2T+lIPJ2OSr7j0mj5i/C8cximBjVOHBdM2CMZabK007bUhw05AGCR4eZt8xdkOmNi82mPywN21fisX2jhZk0zl1ofFQ1WPxkKRN663AfjUgRpz73qgXCg4fPZwjVfP14mSiKNTeV6czfMwSaxONIOxNAVSO7Rs2UFaD/9YToKEzsaIxlKfMEiPY9sxqC3kKE55GM6tpFErTdCP0UqzHid89/wG00WP2ZLHL641OT5T4PMHK9zjs+97Yqnjc3q1y6W1Lp5lsNoeYhuSX1koPpJGJYHguekcR2pZPFPy0myBE1O5j4yF4B6eboxixY+uNHlhoYRwLL59rsGLc0Wq99BT8Liwe9ZkDw+MSGnCRPH9i3VMKZnKu0xkbfaVXP7287NUvQ+WsfxuJFpzuTFIE4WAYRRzvTUae+LdTVrg8NkjNeYKHnlbUnAt9pW9e7pN1zyL33x+ettU+7demL5vg+0PilObPX52pcnmdJ5RrLjWGMDRybGk4eEj6EZcfrOB2lFxNU1JMIpSTeb45icNgVQpEVRJ2imcKI2btRh2wrRjfuwmkGi9bYkFMOpGlKbSmEGt08q4kDdHBlSi2VoeUKh5OBkzJTwlB2kIjh4o0K6PyJYdOvURw244rvbeuh1aabTW5CsuzdUBk/vyTC4WKE9nSRJNaSqDVppOfYhKNJZj4mZNZo+WufZOg/r1HoWax6Ad4GRNdKIp1Dws16BWzGF7ZrptE+l2DNo+0pREfkKmZFGoVUFqJvcXyBYdVi+2AIFlS7qNESiYOlgkX3ORQhOHipULLVSsScYuCMEwpr0xZGIhl8oWsia9ZkBhwr1rxO3W6oBM+VaSeqXl8/ZyB0Omvr4/u9KikrGZ2eF80A0T3l65mYB4pdHn6GSOWsZmECWUXZMgUYxiRem+h6M1g0bIyvkWoZ/c8hfLkswcKZGf8u5m6nDfiEcJV95obIdK3IDfi7j+ThP3qs2hT0xgeQY60Snhvd7HH6YOHUbGYEZaXF3rs9YekfdMnp8tPBQSC3Cw4jFSmh+d26Q10Bys5XhxtvBIu+0FYnu0SoqPjg/2Hp5+bA5CLjf6rHV8aqUMy40+OcegulBkt4wW7RHZDxEmMxafOVTj22c2iBLFc/NFnp3OgYaJO2Ssf1AMI8WVxpBq1uGVgxX+5nydS/UBh2oZ3LsMHUoBJydu1U4FSnFmnAKTjKudR+5S7dxJXB8XiQU4Vsuy3Bxydr0HwMFajgPlRxdzuHm9dwuJhTTxJV9xWb/U2db2ifE+uKEjNUxJZTpDc2VAbTGL7ZrbDU5xqG673gTDGNszCEcJIChOeHS30qH+TMGiXffxBxGjfojjWSSRorU2wO9HTOzPc/n1BuXplMwXah5hkDAak1rLMbC9VLoQBQnZsk234ZPEMdfe2aLX8tEqJegT+wpIA9YvdSjUPK68WUcaYlvXatoGhinptnyiQLH4TJWtlS5bK/3tSqybsyjUPKQQXDu1RW0ux/qlDqXpDBMLObJlh4MvTdLZHBL5imLVI1t26TVHOBmD1eU+w25IZTpLezOVYxhCpM1tQqQNXjJNJPMHEaOuQaZ0Z+1qtz4iHkshbkAIsAzJV45PEkSKH13auk1C1A9iuqOIlxZL1HIO3z27SXMYcW6jx2rb56snp3hjuU2rH/Jrz0zdl7ayXw+49s7WHYlaFCmun24yH5cpzT/4w5lWsHSqeZPE6jRiedgNdxDbAX4v5NDHJxi0Axort7rI6EhjG6kHcaHqMl10sR/iCEgQK+rdYPv3rUHIMFIUnQ9f89Ue9vCg2Fd0+MyhGj+6vEWjH3BwIsfLc7uHxMIekf1QYWsU8eNLWwjAMASXNnvMFlyO1TK3mENDas/VGsbMFxx6YUI3iG8b7rwb8rbB109MYso0SvfXTk5hm/K+NWzvrPX5xbUmm708wzBhqTnEODbJ0eru8YY1pMDekShmm+KRmWtHg4RufXTb6yrReIVbiZMQ3GL27w8ipg4U6GyO8PsxtcU8y2ebaKUxHbntIbvz/dmig2kZ+IOIfNVj/VKbtHnLIrzWp5uMKE6mzWLDbkivFRAGiulDRXpNn1zJIYkUwpZYtsQoOSSJIvITuvW0Gao4aRKFik59RHU+Q6fe3660omHlXItCzWP+RIXVC23UWDPrVVxMSxIMUosx05bYGZNLr28yd6REtxGg0dieSTCI2OhGeHmLqX0Fkvj/z96fxUiSnuf96C/2LffMqqy993V6FpLDmSFFUiJFSpSo3TAOcGAYNgzjAPadr2xDV7JgA74wYMD23bkw/vC5kI/8l3UsUVwkruI2nH2m971rr8p9iYz1Oxdfdnb3TPd090z3dFV1/ACC0Tm5VUZkxhvv97zPkyKAfmtEmqR4bYtCTfrd6pY0pB+0A2zXQEGhs+kThylpIp0RvLKFbqhoujrpvG5e77J4oiIL2U6AkzfuqvcUQvrs3s6+os0fvTA/sdObzs99wFpvLm/xe8/PUbF1VEXh95+fo2zrKApc2Ozzv99cAeDgVA77Ibp5aSRYOdu6b7dx5WIbr2phOB+vmPM7IYO2HBJM4nScRpci3tdOba4PsM8aRGGC5eoT+QHAIK/xi/e2KXgmM6bBjc0Br7omv3ro0UgLVrsBN1o+R+p5cqbGa9daXNju89mFxyMtyMjYzQzjdBJwAbDa8mnNRky7O2cQNStk9xiKAp8/XGM6Z/KtM5t3XS6MU8EPLzZYbft84fAU7612aPshv/fcHLUHlB+U7VuHTuUjShZOTHustoecG3c7D0/n2F92PtJzPS7e2+hzrTFgf9UjiBPOrveYLjiPRVoQ+vFdT6SBH1OoWCwcK3P9dBPdUAn9WGpgx/IO09HRLY1cxaaxOsB0NFRNRVFA1+SwVxymiJSJHAGgfqBAHKWsXmijagqlukt3WxahN6UJlVmPjWvdyXsMBhGarqAaCoo6/h8w6AdyeEtIqcLN9ycjZHX8foQ+jpQtTbu01ocAdLd95o+WCAYxhq2RK1n4/RA/FTg5A83QcPImvcZoYpelqrJjKpKb2lzwexFREGM6htTBJoLAT1DUkPKMtCWzPR03Z5EmMu5XM1RK0y7bN3p0t8aFux8TCJlghqJgWJpM3gpTFEVKOOIgwXDv/vOp3qXAvb1wvZc/9O3fvZvbh2su760atIcRCjKn/WF04YNWcM+I3tsRqaC/PaK8+NGtkkQKjas9Gst9ue8TSOIEzZCJbk7OJPRjkkQOEKaxIAoSTEtD1zVMWyUMErxByksHq8xaBnqQsOmpfHrh0UkLDlUdPNekakpfs2rOZD5vZ0Vsxo7Bj1M0RcHUFIZRgqGpGE9oOLAxjNjoBpycK7A4lefb76xwvekz7e6cQdSskN1DVB2D33tudnyiVPiD27ZvR1cVnpsvst7x+cH5TQCeXyzdUZx+Eqiqgn7bSVlXd15g38l6DkWBk9M5klRwfnvIoconX2zHscAtmswdLdNY7k0GkBQhl9Y1XZWdLT8CIdi42mPucIn1Sx2SJMUwVQxLQzc14khWfgeen2J7uSclC0B5xsMtWVx/pwGA5ekkSYpTkAUIAEKgaipuwZLa3WFEHKpjSYGOpqeEfoJQBE7eYDiOUC1OOTRWB3glizROaaz00Q2NfMVCCAhGMZV5j0EroLU+RNHAK5gYlo7paMRBgjI+VAYdmRAWjmKi2zp5XsnEyZs4BZPZI0UZ/GBrJJHg6jsNZg+W2LjSpb3eRqRguTqDVsioH1Kcdmms9PG7cgAsCmJGfalpJW9imBpxEEv7sii9p31Tvmp/7K7mTaJU8MNLTdrDiLJn0R4EfOf0Bt94duaBdbLDu8Tu3otec0RlybtrQSdXdD4stUnQXfdpbgxRFJVgECHSsfNDXzo/mLbGzOGiHOZrSUcORVEI1BihCNYuDqjM5ciVLRYDQeKHJMBMCh6PTk6koHByriiN3UXK/uLOunjOeLoZxinfu7CNY2i8uFTie2P/9Vf2lTA+QVndTRYLNt94dpaZvMlUNYeJoObo7JQiFrJCds9xe1LW+1Ozbqdg6bimQceXJ7rpnCV1gZ8g7633udEccmgqxzCMObveY6bo7Chpga2pfGq2IP+hwQuzD5ZQ86DEo4RBMyAKEtJY4OYMkhSC4a1oWgXwu7KruHGlR/1AgdBPSOMUVVdxCybt9eE4AMBEoBAHCasX20wvyffba45k91aB6aU85dkc65fbDFohlXkP2zNRVVi70J68bm0+hwB64w4tMBkA6zVHxGFMbSFHa2OIAJJI/g22pxOOElRNRVUUhCIwxsvkXtGkvTEkiQRJFE/kEflqSDgc/1uRFzlRmBK3RrjCJElSOZj2vkNUjIMa5o6U8HshqxfbUh/cCUgTKNUdLM9g/7NVLr62JSf2FfkYGeShEPgxzbWBtBJrS+2kNg5sSFNBMIxwCya6oZEkgjQW9xz2qs7LCx+RykSxj9NFNFRYKjtowMtzRS5sDWkMA5yHOZk9RJsxTQV3xLgJgd+N6W35+H0Zf5yvWOSqtgyBuI1omLJxtYOmqQw6AZqq0Nm+JZMRQlCeyzFoBSyfaaHpKl5RpsDFYUplzmPpeIV+J6DXGOFVrElQRRQkcl89+F+dkbFrUZAzJRc3e1xt9IkTQS1n3XOQ+pNgNmeiayqKojBfsHZc6lpWyD6FxELwg4sNOr4MSrjW6PN35zb5vefmHulQ2P14ZiaHrimcmM4RJykXGkMO7DBpweNCJILta322btw+3CXobY5QNIX5oyWEAiKWwzJ+P2LlQouDL0xx/XSD1uqAFJhZynH5zW0URZAmQv7392RH1bQ1Ots+IhXkyib5ikO3OSIYxXS2hwSDBMPWCIYx/XZAedpB0xX0goFXtDBdneWzTXJlG8ZFZHU+x8a1LtU5j86Wj5M3CEeWLF40FZGmRGE6cRXQLZXpfQV6zQC3YDEaRJi2DgR3fB7q+zyGdUN2Pg1Lw7R1wmGC7eoEwxgnb9BaH0x037MHizTX+lLnGgtMS9ZvTkHKEqJRQmvdp7aQo7s9IhhERGFCNEqwPEP638aCcBRTqDnc3nkUQsopes0RldkcjZU+ubJN5MtBNtn11dFMlfr+ArqhsHqmQ781wrZ00KA06+FVzInN2YMfJLCg6liBypWfb+LYGgddnZU3tvFKFqUZF6vw4d9X8yEscpy8iRBSChINE5orA4adQA7VabLAbdzokUSC+v6CDJ6wdLyKRTiM0DSNKJADht3NO7XeU0t5uls+4VAWxEmUksSCfjuQ1mbXenQ2/fFFlYGhqzhTzsRlQYzt2bLl/4y9jqOrvLK/wkrLJ04EOVvnM0ulx2r5uNvJCtmnEF1R+Oy+EjcKFp+eL7BWz7HRCx6ZPdeDYmvqJIPbVDWereduWUAJ8diGqp4UinJT0yrYuNRle7n//ntQnnVJE9i41KW1MWTYCXE8g9KMi1cy6TV89j9bwytaNFb7qLqGqoCdM9EMlbXLbeaPlblxpkUUJLh5A78f01wdSt9YXWH+SJlgGDPqB7K4EuDkDbqNEXGYYjoaTt7g6nsNFo+VWb/cQdVUaoseg3aAZqpU5z38XkhrfUhl3iNftdle7k86s4oGc0eL6IbG2qW21MfqKpquE4UJpivlAjf1rUks5Q+6KYeskuSmib4mi54oJRUCO2+Qr9p0Nn1537HeNI1lpzRNZNc5V7FJ45Tmqiw8m6sDFo6X6TVGWJ60E+u3AqJRjDF+jWiUoGkxg06A7RlopkY0iolDmRhmujqzh0tsXu/R2pCpYqqukC/bLCyVSZOUi69tAWPZjKLijyI6jRFuwWTpVOUDncx7I2iv+iyfa4ECbt6k3wxYO9+eXPhYjs7SqQpTB4rY+bv/lOeq1h1a6g8jV7LYutzF74b0m2O7Lj/GLZioqoJmaFTnPUI1Zvl8i+p8jvXLW9iegePqGJaO5WgfyNJVNQVNVwlHsTw+QqmRjcNE7usoRaQpgyggX7MZDUKcvMHK2TapEBiWRjCIKM14VObuX7xnZOxmBlHCDy9uy987Q6U/ivnJ5SZfOFj5yO4dsRCs9gIWCxZxCuv9kMXCx/eU3yko4pPM6tsBJElKszm4/x2fCm4uJb5/+xa6rlIue1JPFqdsDSPiVDCbM1kfhKgKj2R6MUkFry63qXgmhyouP73WYq7ocHAXd2hFIsYnaYHfi2ivDQiGMUkkB6Isz2A0DEkT+ckbpobfi9i43KG7PULT5SBVHKYgBMVph9KMh1c0WTnfxrQ0itMuaxfbUoowLpRVXWXucJEkTgn9mChIicKEqcU8btGkudrHLckO7bAdsr3cQ9NVNE3qbIe9kH4zoLaYp7XRJ02kpdbSyQqN1cGkIJlayDPoBLIbqyvkKzagoKoKpWmHyqLH5qUeV97enoQ4KEIuFXe2/EmBIwTMHipiujqX39iSK/+q1FS648Evw9TobPlML+VRNNB1nSiMKVQdrr3XkDZiY3eDfFVKBJJYkCYpbtFi2AkoVB2SOKXfCjBsTRZIw4jFExVunG6ijnXGN7u+/XEMrVs0OfD8FNfPNIhGKdP78piOBsildqEqpLGg3/DJ12ziRCASgWMb+KNovGQPXtFi/wvVB0q3GnUjLr62CUJqhVfOtgmD+AP38wom+WmHA8/XcO5qCSbYvNSToRUfQqFsE8cJcSSkD+zb29iuTpoIRv2QNBXYnkxHK027pElKrxkwe7SEqkqJx/b1HvWDRYJBxNqlDsEwRghBdT5HrzGaFNNxlJKvWPSagRyei4V8DuQFyPRinpXz0s1i0AmYPVLC9GShrmoK+56t4k1CJ+7+u/VhvP83LWPnkO0bCJKUH15q4poan1oo8sOL21Q8k88sFD+S/E9R4Bc3OrxxvcXLByq0hhEXNnp87eQM+0sPbiX5Se+bSsVDe8DB1qwj+1Sj3GP77gyihG+f2SCKBS8fLPOLKy00VeEPX5jF0z/egEsnTDi/3idIEs4WHNY7Pl0/ZrFoP7FpzY9KEqZ0N2WqkWFqbF3vMeyEpONpbZGCZqioOswdKuEPQvqtEAWF1tqA/vgEL4QsbkH+/7ATEQc9enmdhaNlLr+5heUaDDohNwWkN/1Xt673yZUtclWHfMUmTVLCIEUxFIozHijSQ3T2WJETX5hl2A0ZtkKiMEEBmhsDNq/20A2NXN2mtphH09WJaT1IC6/yvMfUUk4OeAmBpmvolorvR3gVmwXXoL01pNuQRaFuaviDCCdvMuyGJHGCYWlEUUrzcoelkxXWLnVI4hTd1rA8HcPSEEJQrLmkImXQDkhNWVilQhCNbmlRc2WprYxCGc2ralLripDuCPUDhXEnNpkUals3+swdLeP3Qvx+SGlaeuqiKhSrDpV5j2EvJA5SVE2h3w5gnF2gagrlWY+1C216TRkjXJx2yVXkMBy35MWy6G8F5Gr3P3l0NoYg5EDa5tXeXYtYgGEvwinKAb3Dr9QnHepbKEztzyMSwdYHVgAkpSkHVVOIwgRVURh2Q+r7C4TDmK3lHmmcYucMOmO5wKAdsnSygqqHNG70CfyIg89PycGtYczm9S7T+wsEw5itG93xBYO8ONANFYuxZlvIVYqbRayqKohEMOxJz1lVUzBteWFheToo4Od1fnaxwRefrbMeRvRG8YcGsWRk7DYsTeWLhyroiox1/7XDNQxN+cgzLELAoZrHhc0eP7/SBGCh7FLP7Rz7rI9LVshmPDCeofHKgQrfO7fJjy5soyrwK4enP3YRC1Cxdb72TJ3/89Yq6x2fomPw5SO1XVfERqOEa29uMxrG5IoWG5c7bN/oTyyqkjideLoatobfiVg4XqE45XDjdFMWd+NldVJBEiaT5fLAj6UV17TLoB1Q318ARblDYxuMi8RC1SYME7Zv9GmvD6nty7P0TBm3aE2KVStnoJmy8CnmdYrzt/yG650C1YUcaSIIw4RgEGHeNinvFUzsvE7ox9w+F5+EMWEoCzxFAbtgcPILc7zz/RUGnQAhBIapojpyadkpmMwcKLC90iNNUhqrfeoHCximtBIb9gIsRycOZGf7xtkW4SgmV7bwOwNqS3ks1yAaxbhFkyQWE49aIQSmo6GPu743Aw5uMuyF5CoW0Shh81qX6rzH1FIVEBi2DHUYdgNCP6Y/LrxIx4UzUJqy8bsRrfUtmRYGjPpySK2xOqC+mMcqGPiDW8V/a31IfurDrZ5EIibWZKqiMOgE976vEGM3BYVBM6BQ/+AKhqIp1I8UKNZdOhtDus2R7PSWLEp1lzRKOPOTdfx+SDiIpWVXmMoglX15DEtj5WxLWqqNP77W2gCnaJAm0ubsxpkm0/sKMvRAKGxd66KbGrMHShSmbPrNEbmyzdb1HnEkLwhEKlDGaVekjC9uAvJVWw7bKaBZMoTCK5uYZYvX1jpstkfEpsbKaISiwGzRpvIJO65kZDxObvdkfxjf6HuRNzWm8zb9kbyYnSva2PruOrd+GNm3P+Oh8Cxp2H5Tw+qZj+YQilLBhc3+ZMi7O4q40fE5Wv3ovpafNCKF5fdajMaT92kkpG5UAIlgNIxJEzkJryiMC1CFjSsdyrMeuqmRjotYBWUyRa7pCgg5vAUQjWIZyaqquEWD+WMl/N64WBJChhyMk7v8fkgwFNgNHVWtYrgaZu7e++ym0sgsGEwfLNBeHzJYCRHjZXs3b2K60hLrwzJNS9MuqiH/u1uz+PRv76Nxvc/axTZuwcR0NA48X6Oz5bN5tYuiqUwt5uWQVyo48EKN/LTDpdc3icOE5nqfUT+mOueRK9syPEFIvbGdNyjVnYlFmKKAZmpYjnRKuDmMb3vGB2JTpT5WFq5rFztopgapYONyVw4lxSmLJyuMhjHRKEbVVMJRQr5i4RQs+s2AfMXGK1qgCEI/wTBVhv2I5tqAonAxXG1y8TLqRfd1MkhTMZEjhMO7d2Lv2Gfj657Olk9xxrl7kawo2EUDu1hkhqJckFcg6Me8/cNVes0RtmvQag9RFCmVAGis9CnXXQrTDp0Nf/LWB52Q0oxLMD6mAz+Wh0MqP8thOyYcJQzaAVGYIxjGKGogL3DGxhHazchWTUGzx/ZwhvTsNR39NvMEqX+OexGfmy3xt6NtXj+3RW0hx2+cmsmK2IyMD0FR4I2VDpe3+swWbXpBzC+uNim6BgdKu1e6dzvZL0DGAzOIE/72zCapEDy7UOK9lQ5/e2aTP/zUHN4DXjXGqaAbJlRsnSgVDKKEkqXTDxOuNYbMlhw+tVji785scnV7yIGy+5G7sgIxWXK8fftx4Y/1ogCFisO1t7ZJI4GqK/jdW1pJ2S2UBvtxGGC5Gghp86QZKnGUAgLDUlE0hdCPiYMYRVMRiZyid8sWaZTQ3pDDX40bG5O4WsPWSNMU3dRw8yapIZhaLLB2uUPgR9T2FyaerB+G6elMHypQ25cnjVMUVcEtWWxd/3C9JTCOr731eRuuxszxIvMni/Q2Ay6/vsXapQ5pIvAqNnGYMBrG2J7O0ZdmKO9zQSg4nkEvSFAUFdPWaW/5oCioOtTqUtJgGCrNtQGmo+PkTQxbIwqkBMH2DGkbVbXJV2w2rnbRDHlhYOcMynWXpCrttJZOlFm70sEwDJy8SXHKQTNVyrMeharUa/qDmNqih+3oXH5zmzSV+8nvxww7IznMJaA861GsOQx6IfmiTbc9kt31KKW37ZPEAtszsHLGB1Q9mqag6yqRSMbHwoejaNLuK/YfzO5r0r8Xgu1rPYJx2EI61r0pqoKqy2+LbmpsXe8zf6xMZ+OWE0GaiEn0cZqkpDG0NoYUqg7lukt7Yzi5b2NlIG3a1oc4eZM4GoEKuqFhj10joiBBpIKpfXn8foQxXim4XQKrqOCLlCBKSYW8QGkNQhYL9gcifzMyMiRCwLHpPH6U8tJSCT9OeW+tx9wDJnnuBrJCNuOB8XSNLxypESUpR6ou9ZyFpikPXMSmQvDL5Tbn1/v8xjN1zm/2udEY8vVn6lQdg99+po6raziGym+dmiFvaR+5iO2HCT+52uKzSyU0FX56pcUr+8sPlVH/sNyMZQXpA+j3IjnYI0DVFdJwXELcZtUJ4HdlARv0Y2zXIBzKSfo4StFNmDkoozOjIEZVbhVlqib1jI3VAQc/NcX2yoDt6z1UVSGJxqlJ0zozBwv4gwA7b7JxtUeubOOUb+mjwmEsAwcUBdPTP6CzVHUFdSwfqS3lGLSDDzXanz1YxL7L4FESpGze6HPhl5sEg3HxlAiUkVzmtvMmmqWyermNlTdwKya1pTy9toyE7bcDqrMena0h/ZaMQY2ChJkDRTrb/qTbGQUJSSQ/4CRJiSOoztuUZ2WCl6IqzBwoMuiGrF7qEA7k563bGjMHS5TrDpfejGhvDdENjY0rHUI/oVR3qR8ocPn1LeIoZfZgEUWRXUvd1ElTQXdrRHU+R3N1wPrFNjMHS1x9e4tc2ZZJaxZce7c56aLmyxb1g0Xs4m2T+KpCZd5j/bJcnr8nsiFNPErpbvUhhcuvbVGe8cjXbHRb7se7dmgFDFsRm1e7qJqK6RiyXlQgDqUfsKpLmyyQcb9eyZr47N5sxvu9EK8oHSAG7YB9p6p0t3ym9xXYXu6P47LlRYiqyQLZ9gyZOGeqE39jIaS0IE2gu+njjj1mo1BapGmGiuYZvLUhE+a+cmKaa2nMGzfaLFXcHduVvf84bUbG46doafzqwQog7b2+eKD8hN/Ro2Vnfvszdiz7inJQRQg4+JAJV6oCZdckSBK+e3oDzzGoFSwsTeVGN2ChYE66ph/Xz3a1F3B1u892f4SuqrSHIfMlh2I997Ge914oChPtpJs3EIlgNIiIw2RSDJi2HFqKgju7bOEoxrR0FE1BIJfF01RQqjtomjYJKbi5vB9HCRvXOszsL7J6qc2wLZ0Opg/kOfpynXCUyC6bopCmKRde2+D4K7NE445ba2OIWzHx2xHbN3p0tvxJsaMZKrX5HJV5F836YBGlmSr7nqvSuNGnsdIniW9VSbZnML0/T2Ha+cAZOwkTrrzdIB5KvS2MT+zjCf5BL5RT66aFQGHjapcD5Spe1WThaJlr7zYYdEI0SyWOU3RLI00E5bpLt+Ezd6TE8tkWwVBqhPtNWXCJVH7utmewfaPH/NEyTt7g0ptb6IacMspVbEb9iEEzIKhHXHyth2lrBCh0Nn0URaac9Roj+q0RMwdKrF9pk8QpxSmXOElJwhSnYFDVVRnqICAKUpbPt1g8WWHlfJs0TTn5K3MkApJU7oteK2Dw5hYHn6/dUfwXp102r/Umw3sfQMjjzfZ0Bt1gUggOOuHkb5/elyfwYyxXpzDl4IyL5UEzZPt6j3CY0Fwbko5dNFRVwSuY9JoBqn6nZVevOZIuFeNCtjQjP3dVVYijFNvTmd5XIA5iitMObsmgMGWzebWH3w9pbQ5ZPFlh0ByhqQqoCt1tX17TKZArmiwcK3H+5+uyQzuSHVpFVTAMVbp39CJeqRcYzcCBksPxGYdRnD7xInZ9EFJ2dCxVZa0fUHNNDFWhHcS8dqPNK/vLjKKUt1a7fG5fGecRaB4zMjJukRWyGZ8gCoerLhe3XJrDkL95b53/58tLvLvW4+2VNl8+Ns2RR5TqdaTq0NtX4bVrckrz1HyRk9OPT28rhCwCvbzJ6sUOxZpNvmzRXBswlnIS+gmqJgurKEgmtyuaShKn5MvSXSAyVUxHQ1GUiW2SokpNoaLI5wlHCTfONpk9WOKG30TTVJorAyI/oVh36G2P8AeRtIdKIU2Z6G972z69TZtr7zU/4C+aRCkbV7t0tnwOvFC9ZzE7fahAdTHHqBuRCoFuqNgF456JV9vXByiJoLl6b+u7YS/EdHRMT2fQDgh6MVbBoDTvYOdn2LrSo7UxoLqQkxGzjkFjRX4+a5c6TC3lMexxnC1I39MFj3AQsXKuLTuCisryuZb0ys2Z9Fsjug0fkUBl1qO1PiQYhpTqLuHYoUFRx6YQqkIUJKxeavPcV+bpbQe0N4YMOgHBQE7We0WLNBVUZj36zRFxlBIOIkxHwzBNrp1usnSign+bZEAOS7U4/NL0pLA3XI39z1ZZOdemXPdobdz5ucVhgm7KAk/EglzZwnQ1wmHE1uqAJE7pNUbUDxboNkZs3ehTmLLJFW1WL7YBaacTjxKCoYz6jYOUQs3GyRvSGSJlXEzeSlAzbA1Fhcqcx6XXt6jMuXhFedxuL/dpb8hueWXeY2ohx8FPVUljOaiYpoJC3cUrmmzf6KOb6kQPOxpEXHx9k9pinubaYNKNLc+4iJt/r6VBJ8JRIX+sMg7WeLKs90P++t01lqoeB6oe3z+/ydF6ni8crHBhe8ClzT5dP2YYxAzCmP0Vd1dbCmZk7ESyS8OMT4xECH52rcVKa0jVM6nkTP7s1WV+drXJVN5mNm8Rp4Lr3RGpkANg1zsBHyXnsxcmXN6+ZTd0rTGgHSSP8K/5IMWazcZVqTlEgFu0ZCFwW22XJtK5QNNVebsCswcKrF5qy6Qmz8D2DHJlh+3lwSROVXZjNZyCSRyncvk3gebagPK0K4tbP6G9OWTYifCHEV7RRNXkEM1oEE4kA5ajc+2dxoea5I8GEWvnOx/60WumilezyE/ZOCXznkVsEqQ0Vvqo2p32XXfD792SLEST/aVg53Vq+/NUZzzSMKW9PmT1QgsnZ1KYcinUbEaDiM7mEJEK9j9flcNLawNWLnawczphkEjtpyKXu1sbA7lkrckJeadgEvoRUZAy6kUYtoZbNLBzspNp2nKArDzjEg4TLr2+xer5NnZOp7qQw8kZJHGKW7BIRMrCiTKGqdLZGlFfKshQAVWhtz3CK9wpvQj8mGHrTncCt2Kx79kqi8+Uxx69gJDv3bCkdVgUJHgFk+psjtUzLbau9/GKFpUZjyiMJxILgMhPOf2jFamnHclks2FXDvIlkdS7dhsjTPuWvCQep6sVqrZM8tIV5o+WaW8OOfB8jfq+IsvnmrTWBrgFk15zRJoKmisDzv1ig87GiI2rHbZX+jTXBmyNVwDiOKVQczAsjUE7IBzFOHkT3ZLHOMh0N0WRA3fB4NYg39LJ6sRX9klTsnXmyy6Xt/r87dkNVAUO1jwUAZ+aK3BkOsdWb8QgjHn5YJUD5Qf37czI6IQx1ztSstYOYpa793YweZrZGb8GGU8FmqIwW3Do+DFfOlQlSgU/udjA1BQWyjaeqfH6SofXrrV4aX+Fti+Nm796sv7Q05Wb/ZD2IOQz+8oYmsrPLzdY746o2I9HWnCTYCALsWE/AkVQXcjRXBmQ3FY0JpHA8jSSJMVydIozLo3XN1GAhRMVRn2bzuYQTVNIkptm+iZuwRz7mSakKeiqLDwWj5dR1IHUxsaCxmqfUt2lu+3jFaSmNg5TTA9QGAcycF/BXmfbZ2oQY32Iy0GUCjYHIfN5iyBJafoRs7k7hwhG/Yg0EZNJ+Q+zngr9GBHfZssEIASt5SErF9syhaxoymIoTGks9xEI5o6U2F7pYxgazbUhcZQytZgnHCWyy2vrVOY8olGKbkht5s2OoKJK6YCiMhneUlSFJBBysK5oEo0iNM0gDGKKNYdLb2zilU1KUy6NtT5+R0avpqlAQS7rzx8vs73ck/uhZLK9Iruqve0RTsHEK5gMbtMaDzoh3vs8Zs2cTi2Xp1R3aa0MuHGmybAb0d0eUJp2yJVt/H7E+V9sIFJBkqR0Gz6KKmOO++0RuYpFHKb4nYBwlBAOY3qNEU7OpDLnEQziyXBVHKW01ofMHSnS2fIJhjGGrVGe8/D7IZUFGVYQh3IF4dyr6xRrDpZnIISY2JvFYUqaCq68vc2+Z2q0NwdS76vKAIRolDBS5QWXbquYqk4SC4bdkHLdpTafY3u5L/1nC9JerVwvU5n37hH88GSwdZVDUzmuNeS+ncrbTHnywqczillt39LNX28MOFxzH4ldYcbeJ0oF3zu/zXYv4POHqry13MaPEn7/+TmqdpZudztZIZvxiXKw4rBYsjm92Wej7fPivjJpKnjjepuiY3Ko5nF+o8cvrkpJwHxZDpU9LIcrDu5zc8zkTBQEtZzFjPd4T4DdhjTDb60P6bdkF27Uj5g5XGTjcndiwQRyYrxUd5k9VOTGew3iOKUyl2P1UpuZA0WiMKVYd9E0BVVT0C0ZrJAmcgjH1DRURaZoCWSX7qYWNxolmOPkqnCUYOUETt4giVKp/fSjB5o6EQKG7eCehawAfnatzbn1Ll86OsW1xpDrzQG/fWrmjmL2VqJTQr5iT8IR7vWcAoGqqnKiHxg0QlbGOmGQw2dOwSQKpbZXxLB8tsXckZJMkBIQjaTLwo2zTSxXJ1cy6TRGDLsh/iBCG6d4gdR4qrEs7hUgX5X+sNEowXJ1RoMYzdAI/JjppTzrl6XJf6HisHy2hTqWA9zcN2ks2LjaI0kFi8drnP7xqlyaFwKRyq7zoDVi7dKIxRMV/HGX+ubnpNwcBlSUiR1aEqdsrfYpTDvUFvJUFzz8bsTKhZYM2NCkNlc3ZXdZpIKVc20OvFDDdg0CYjZu9FFR6DcCGe+ryXjd7Rvbk2NT01VyJVMGUugq3qxHkqZ4BYNgENFr+OiGhlswpXeukBcfuqWNLbVU/P4tizGRQGdrSBzJwTwnLwe9TEefdPCTWJBwa7Wk05C65NKMg1uwcIsmhqWxeKoytlzbOaz1A35wfhNDU6h6Fqttn59ebfGlQ1WutXyGYcznD1Vp+zFn1jps9SO8UlbIZtwfQ1V4aV+Zb51e58cXtwF4+WCVspUVse8nK2QzPnEMVeFAxaXRD3hpqUwsBG8sd1goWBiaynTepjc2bp4t2hNz6FSAnyR4ukYiBEEscD+QZHQThblJcsnt2x+NOBXIGRWFOBUoKaRRKqevxx28OEzQbY3KrMuwIwdcyrMeG5e6zBwsIITs+KEouOOUo40rXZJYUD9QlNZbYSpjQXvRrXQjR8dRFQxLGw9wyehVkXBrKEe5uS19OU1Ll/cREI8LiH4nxLQ0RAxp9GAyi1thC3f7hOHwlMflrT7fP7cJwIFajopz5w/tzcn7cJRQnHY/tJBVVVmcl2dcTFdDpOID8appIj/H4pQrfXIHMoY39GNQ4dCnp+huDbn85hZTCzm8okUcJ1iODkIZxwbLQl2kKbZryMLW0dBMTQ5R5W51GBVFFpdpKnALFhtXeux/rsrVdxp3/byUcZhYd8snX7GZWsrTa4xI4/FQ1bjojIKE9saQypwnQzCEQvNqn/bWkDgS2J6ULJiOxo13m/QbI1RFHg/BIObGmaYMDVAVFEVBIMhXbbyCKTv5N4tMXSU1NcTY71WkKZXZHFfe2ka3NBZPlLn+XgtVV6gt5FBVmRDnFiw0XUE3VbqbI6IgRlFlZG9lxuPqe9soCsSxDKsojz1+R8MIhEzsam/6ssN7uMjmNemokStZ+IPojkHB9yOEXG1wChbDXshUOb/jiliAqmtyeDrH4akcNdfk7682OVbPowh4fjbPdN5iPm+SCDhYdZnL75xucsbOxzE0DE0jSqS0Jm/qmdXcXcgK2V1GKgTNUUzNMUhSQSdIqDi7bzcWTI0vH65NGoO/dqiKOs6EvjQ2bu4HMb+82qTkGOwrOby11uXq9oBfPz7FuY0+690RXzk6Rc54vB2OOBW8eqONrik8U8nxo7NbaKFgPpJFkVeymFrIyTQiQLM08tMOaSSn2Ut1R05fW9rEM9PJm9w408D2DGpLZarzHu0tn9piDlSYOVRg42oPVVPGS/OyULsZW6tpKnGaYnsGmqFNXhtkcZYKMVnCL894JEIumc8fr7B8ukn0gIWsdp8J64qjU82ZrLalx+i+qov1vnxsu6Dj5qUsAqTTQOs2n9HbcQsmhqMxtS+PENKw/27JVjI0IMFypedrEqZEQczC8Qp+NyQKUqIgYf1Kl3zNRgHqB4roZkhrfYBp60RBgm6ouEWT9uYQvx9TqNqTrq6cnpfdxjhMxsWvkJG64S3PVnG7kFhIJwaRSp/V3rbP9IEip3+8iqrKivjm4w1DmyR4NVcGOHlDduZnPXJVm3AUc/XNbUAQ9CNsx2DYCSnUDDrrQzRdOljEiUwwWzxeobEyoLU2ACE7nZqh0t0aUZ5xGY7tyab3y1UAzZA67c2rXY58doooSNm80iEcpai6Qq5sEQwjvKKD3wsJ/Zjqokdn0ycYRShCwTA1inUHXddYPd8mChIUVZnod0vTLnNHSjLUIEmJ45TZQwXWr/cIhjGaqtwhu3k/Ts5gOAgpTu/MASlTVfjigQrqWFLxawdvbWuKwsLYq1NX2FO+nRmPnygVfP/CNsMw5pm5Iuc3enzv/CbF5+eoOllX9nZ2XwX0FJMKeH21yzvLbb56Yobl1pDzG32+/kyd+mNeNn8cKO/blsbNHn6Y8OJSiTBJeWf1pnGzIE5StvsB//ebqzSHEQtlmWK0PgipOsYjibO9FZww1nSiMIpTVto+Gw2fXw42aXQDFiouc9UcRNJ4f9AOqEy7E8sgANVQMV0dw9DobvmMBjGGpWKYGrqpcuTFOqqhoukKnYY/7qrKQISpfXm2rvXpjbuXcZTiFEyGnXBSRDl5QxZ+topuqpPAhdJ0nmEvQDNU6vsLKApML+ZxSxaapVKZ8+7QZt5z/6jgle998pXSgharbZ/ZkkOzH/LD81t4p2aYv/2krShM789z9Z0GwSghX3MwbJ3t5d4dHV9VVagt5ll4pozhaJO/+/1ouoKmS6eHJElJEvlmkkgQDiKa6wPKdRfT1WmtDdA0FSEEg05AadqlWBsxGkRomopTMKXRvwCRSunD5tUepqPhlSxavtQqxzc9W6OU2mKO1tpw8l7e31mU3VtQdTnlP+ze8l4VyAuLzvYAhHRB8IoyxCGOpa50e6VPtzmivr9Ae2NAdT7P9o32uKBXiOOE0SCW0gdPLtFXF/JygE+IcYErVwsUFQbtgI2rXY6/PMvalTadjaH0Ke5HhEFKoeqwfqmLP7ZAA6lx7Wz4aKbK2sU2tQUPgcbGlS5Ti3lMU6a7WZ5O5KdsrPWwXOl9LITsBtueTnd7yGgQcuTFadJYMHOoyMiPmT9W5urb2+SqNp0tn7tRP1AkCKScw9ghw11342bh+v7tjIyPg6EqfP5ghc1+yKl6jgM1j/YworoLG1ePm+wT2UWoCtQ8i1TAN99dA2A6L4ek9goFU+dLY+Nm933GzZ9eKHGj6XOtNeTCZp9XDlXZHIR8/9wmx2cKfH5/+b7Sz0GcTgIcbt8GuNAcMggSnp/Lc25zSJwKnql75EyNLx+a4v997jxhlOLaOq/MFombd3YKh8NIDiqZ8l2Ytk7kx6xd7FCd9eivDmW0rKZgeQZO3kAzVZycSb4mh3ZAFnSjQYxXMQmDmDhMJ04HqqZMlruDYcT+Z2tsXO9SmHJIE0ESC2YPF0ligWGr0oKrbJOv3+po5Wo2hqES3Sc1qlL3MNx7d2QV4MSM7Jx+bn+Zph9zcavP9F0uqnI1i/mjJVYutBkNIzRLZemZKtEoIU1SNE1l7kiRXN2+I/r2roWBquAVzTslCsrYRaFqk6Qy0jQKEk58foYUqdVUNQXdVjnxK7O898MVojBh2AmJwxTNVLBck9EworaYo7HSx7A0qZe9zUnBsDQsV6Ox0kczlA/YU91MbQMo1By62yPqeXMSM1yZ9YjjmDhIUW928DUVw9buiM9No5Tr720zd6jM8hkZeyxSSJOEUT9CG1u0iVTglSxWz3dIU4GqMtG7GrZGEqUojgIprF1sM3ukyKU3tkiiFN1UEWmKYcq/x3R0wkE80fnelLWgwPbygPmjJTobvkxTs2M0TcV2TVbOt8b7YBxtq8jPOhwl2Dn5tyeJwPRULvxynWe+NM/U4QL7n62xck4+ttcYTS7ENF1egKmmSmXGo7rP+7A05IyMPUvdMydNqrmc+bElcnuVrJDdZSwWbRbK7mRK9rnF4mNfWt8JpELw+nKHxiCgYOvkbZ2/eXedZ+dkx3F/1b1vEbs1jPj2mQ1ePlAhb+l898wmXzhSY1/Rxk9S3rzepjUMudHy2ez4mIZGLW9RtXVeu9ggHHe5hqOYy/0R+y2N9LZwg1E/ojjtMOiGcuo9lJ6s1TlvMumtGSp2zpDRs0GCnghCX07gF2ccgmGM7eosn2vh5uVUeXNtgGFrqKpCdT5HrzFC0WBqsUxzTWqJozBBVRX2P1slimOiOCXqS/lAZf5O/9yboQZX35JDZncjV7aYPlzgflNh067J1KEqCjCbM5nJVe7+CEWhvODiFkzamz7t9SGBH6MbKlP7CxSmHBnv+j7svIFhqkThne/T8gyMfnSbRRcUqvZEpwxQLxcwPOOOjp+nW1x8Z5P9z0+hanD+55uYTopXlsNLmi6XxZeeqWLaGqN+SHHKwSta2Dkdw9RAgXzFpjF2IZCFm/SZZewnnKpyWX+wHjIaxFTmchimymgY07g+wHJ0LFcnGsniNR7/HbankytaRKMUt5hj60Zfdja3fJIkxSua0totLweg2utDLMcg9PuTz1lRx/KH8TK/kzeko0EqZTBCCEQqxh1weXzpY22wpiuTglLqeZWJhKLXHJGv2jRW+xRqNWoLObaW+3LYzBivQuhyQC0dd6mDYURhyuHS61vUxzpxRYCiKHg1i8PlaYatEL8dEQylBtdydXRbwxt74+5AaWxGRsYOIitkdxGpgFdvtLnWGFB0TPpBxPfPbeI8M8vsnr9SU9BUlVrO4tePT/HTq21+caWJELIrfdPy5sNIhCBOBN8/t4mqyhN2OA4JcDSVr52Y5v96dZk3ltssVlw+e6DCTy5uM1dxabYD5ssuLy4UeW2tgy9SMHRUVFAVUl8WIr1OwNLxCqEf896PVjFtjUErIIkEpq1LE3vtVqkXhQmWbdBt+BMdYBJLfWW3McJydeaPyU5zmsrCYvFEBVVXWL3QIhwl5KsOXtnE8gxGw+iO5XqvYOKWP3hs2EWTQ5+ZprU+uCOhy3Z1aos5CnVn0jG8/565+/bd7mkVDOoFg/rBPOl4WO3DHqToUm6wdqlz5+2aQqnu0mtImQBAse5Oupr5is38sRKqrlKcdmisDBBxSmu1j2HqhKOYNE5xCjq5ikWp7nLp9U0MU2PYDaWEYMFj5mCJxsqA8ozLxpUurY0htcU8xWmXzrYvO57qreJNVRWEgOq8RxylVOc98hWLXNlie7mPEDB7qMSwF2C7Bqats73SJ1+1KE/JQIbry02CYcT0/hLt9QG1hRyFmk3oJ4wGEf1myNLJKqf/fhUAdWwfpunSdDgZD185OQNVUyY2WggZp3v0xTob1zr0tgPpxjCMsXM66ViicTM+V6SMn1PS3R4xe7goY2WFIEkESSKPe93UJq8B40jmRGC78j0kcTq2OlNwb5OrqJpKrmaTq93dXzUrYjMyMu5HVsjuIlQF5ks2232HLx+dYqsfcma9S9Ha+7tRVaTB+PG6R3eU0OyPeGYuh66oY8ubNl86eI9u4JgZz+TlgxV+eH6LNBGcmi9ypHIzSUyw3g3QEJi6yv96fZlBEDOKEq41hnyuXiTXT1G7EXM1l1Y/RDM1LkYjfD/hpGPLYnY8JKRbGuVZDzdncO3dBm7BvGv8iKLK/HktUWivDynNOHcUosEwRkGhULexDNmd6vcCUGBqqUAapThl6as67N2pe/WKFovPlO9ZkBqexvShArXFnNRUoqA76j2DDR4pqpxqfxBKcy695oj++wIDFE2hMO3gBRaFmkVhSg7VuSULO29MCuRC3aFQd/DbEcNeSGHKYft6H01TGHYjBm3ZzQz9ZKxZtVA1lX4zJE0DNF0hCmV3MxjErJ5rceJXZieF9M39pSiyG+vmTbrNEaqqsnC8zLATsHW9z2gQMuzIortUd3AKJsUph8tvbeIVLK69vU0UyiV/yzEY9cOxG0ZKOIqxPIN8zUHTFAxHZXpfgdb6EEW7KTW5JU3QdBW/J7uhUZBKj9tEMGgHdDZ97JxBbdHAcg2McQdbujjcOvZMR8odbkoNJp+7Iotc6RaRUJpxiYOY0L9VeKqaQrHm4A/CSXQzwPRiDruw93+vMj45YiHQb/oX37adcXf6UcKVhs/Jukc/SrjRHnFyKrer3RCyX5RdxmLBZvaEha4oeCWbhYKFvpuPwIdAVcDTNXRXYb7kTCxvfnylybF67r7Sgo1ByM8vN2XBoSicXu0wnbc4XHHxY8F7a10Kts7Lh2ps9kb84PwWz84X+dKhCpW2IOxH4OpsNQdc2Ryw4fp0hxG1gkVacGHclVU1hdEgkgXAeIr9w0jilPKcx6gfY9j65MRvjlOOzNv8TicICEYxXs5i5kAR2zNobwxJhZz0rsy6uGXrvq8NoJoqprlzQ/40Q2XpVJXt6z0aKzJ+9SaGqTJ/tERpzr1vAT4aRKAoqLrKsBeSr1gY1k1rMBkxG/RlceYWpP3W9o0+J78wS2dzRGfTZ+FEmfb6gJXzbeaPlVBQ8PvhRLscRwn9doAQgulDeVRNYf1SF4HAcmXogmaojPoRzZUBhqmxdKLGhVfXJ11xkYJmqwghXRyEIihOu7Q3fJqrAyzXoN8aMX+8TK5kMRrGjPrjIlaRCWQA1cXc5O/yyiZxkEoZwtBn7WKHQy/U8AcxUZgghNRfJ4mYhFY4OXmBpJsqqnnT8zXFsDWiKCEMYryCPYmfrc55jIYxiiJT2Vqbw8l7QQHT1Zk5UMDJpvczHhGdMOaHFxq8cqCCrir88NI2XzhYzab674EAXr3e5sJGj84oYq3j0xqEFG2DxcLu/V5mhewu5PYrzqeliL0dS1XvsLz58qHKA00Lq4qCril8/vC01Mie3kQbf36OrvK149OsdAPeXWmzUHZAKKy2hvTCEsWaw1YnJB3GvFgrsN0L6Q4jNFXhi/sqiO3xZLqq4BRNGVP7gCiqnML3yiYLx0ukiSyshBDcb8qlOu9hFw1qXp6pg/nJ7Q+6JJsIuFnrJkKg7dBuhmooTB8qUF3M4XdD0rG1lFM0pTzhAbgjkleBUT8mV7ZIYkF7fcj0/gJrFzoEw3gSNevkDQadgPbmgDhKaK70cQomMwcKXD/dpDTj4ZVMmmtD/G6IZqlMLebRDZVEpFx7e5ulk2Xam1LjmqvYMmShH9FvyXSx2cPFO7rwSZySJgpu0cIrmbTWhmxt9eXfrCtohpRbnP3JOvNHS+QqFvmaLXWvuoLlyJSs9saQeKzhVjTZpd13qiqtxJDJbaqmUppy6WxJJwMxTifLVyz8cUpdmsgVhvkjRTrbIw6+UCNNQNOkjKL57gBFlbrXJEyIgnSis1WQF3bzR0rMHymByocOEN7OlbZPlKQcrXpcaA7RFIWD5Z1pw5XxZNgaRKx3fb753jqaqjAIYtZ7wa4tZMNUsNwZsb/kECYpa/2A/SV77KTz8VGAzy6VaPYDTq9KudZn9pXvdJnZhWSFbMau5M7C9dZ2KsQ9i9op1+APnp+dRET+4adm74iLLJgakWcQJDKB6SvHpnhvrcvFzR5HjrnSzshUuTjw6fnRxAPznc0+z+Uc0mFMZWzk7+Rv5cXfD8vREYDjGui2DipM7y+wcbX7oY9TFKjM5kiRxcrD6gnXByFv3mjzq4drbA9Dzm70+eLByiSAYieimeo99ZT3Y9IdFALdVInChHzVZtAOKIyX7O2cwWgQkSSCOJI602AUk8aCcNxx7zdHbCgKvUZAryEvYPJVm3zVRrdUhr2AfivAtHWG3Qh/EE+kAYqSMuyFpFE66eJuXeuRq1iT5wKpk3YKJopQaK0NUTXZ0VQUwdS+PKqqsPRMmThMWT7TIl+2WL3QoTzr4nejWzKMm04KCZQXPC69sYVbMClMOfidgNqBPH43pNf0ZVBHwcR0dIa9EE1XyVcNqbkVAs3QKFRtLM9g0ArYXu6zcLxCbcEjClPSNEWkKvpNf10hcAoW5RmH+qEiUZQwd6LEg8TKDeKUn1xsMIxitmZDzqx1sA2d+guzWcRrxoTDZZvB/io/vyLDSZ5bKHFi6vHGkD8+BK+vdHj7RpvP7CuzPQi5tj3gN07W2f+QEe0fRiIEt+fcRImYmE3uVnbuGSsj4wG43PJ5baVDCpxvDHhzrceH+KvfcRK82wmx6hj83rN1vnZimt88NsX/6wv7+erxOoenXRaOlUFVGAQJtYLF756c4cCURz+ISFVwcwbT48lst2JhmnIJtjjlfuB1bqIgB3UAagu5yTeyuuRRqN37x0tRYPFEheLUR/uBE8DlxpDrzSF/9d463zmzwfXGgOZDdJJ3G17Zks4Bfkx1Tp7smusDpvYVsHIGvXbA0jMVKnMuUZDg9wNqizmCQYzlGtg5nfqBIrOHSnhFk9nDJeaPlSnUZIhCY2VAc3Uoh5wcnWAQyZQvZJd1+0ZfxuGOU8JuRtp2tnyK0+6doRZAvmrRbfoYtoZmaONBvAKDZsjF1zfptwPWLnYYjl0yZo8U0XT1Ti3x+LtQmZMWVsNOSHtziOXoDDoyKjcOY45/bhbb01ENlUEnwMkZmJaG3wtJooSZg0VWL7Robw45+/erODmDmQMFLvxiA9uTkbbBMMbJmeNUtPHqRM5g/niFyoLH/Ml767U/sK90la+emEZTFd5b7aAqCl87MZ0VsRl30BolnF67NQh6YbNHw9+tv2EKJ6bzFB2T1661uLY94OBUjtlHuOQvgNdvdGgPQ55fLFHLWby93Ga1d39f8Z1M1pHN2LWEqeDt5Q6bvRHb/YDl1hBL0zhYdSl9jAG4gqHzXF0u05dMnVJdFj3FOQfd0nDWhgxGETQCPlV0QdeYKltUFnJoY62pqinMHy9z9Z1tyjMuvaZ/17jXXMVGNeQJPzd9q9Oo6iqLJ8t0Niy2rvcn0/iKAoUph9pCjvxH7EyCLKBfWijS86OJldtXjtf3dPqQoivMHCxy42xLBkkY8kKjsdrHzhnM1ArEUcriyQqGqdFvBaSpTCKzXJ3W+pDVCy0pBRnHzAIUajYLx8usnGvJwbBRIpfpx7tb0+RtpqMx7ATkqzbDboRbMOSwn6aiCOSQl6fjeAaaIZ9fMzTcgkmaCCzXYOVsi1zFku33VDo+xEHKyrk2C8eL1A4XURRFhicIGSdrjy3I+u0RmqGgGyqN5T7T+wtEo5TVC23c4mAsO0gJ/Ig4SBkNY/Y/V0OkKY3VIaomB8jcos07319l6VSFXNli83qXyryHYbmM+jG6qVKecZlaypOr2tSPFj6S+0A3iCcShUQIOqNoVwa/ZDweolTQGEUMgoTPHa5hqCo/vrBFYxgy5e5OaYGlKRQcnY4vC8uya2Aoj67fqAAv7SsxW7Q5WvV4ZibPaneUSQsyMp4Upqrw68en+N9vr3GjOURV4DeeqX+sIvbDUfCqFgcqJkFfmtqjyuEq9S7DUl7NYv9zNdYvdlg6WWX5XHNiVq+pitRL5gzpLnCyjPY+GYKiK5TmPUqzskBACDRTxbD1R7IKtNYPWGnfioo9s9ZlLm/i7mFf4uKsQxylrF/uMH+izMrZFlEoQwZG/QjD1CYdUFSozLhousby2RadTelHG4cpbk36uKqaQuDHbF7tMnu0hN8Naa0PKdUdNEMmiqUpRGOtquXpxFGK5erjoa0Ar2iSqzoEIxlBHEcJSZiQxikIwWgQsnCswrX3Gqi6Mhlqi+MY2zPoh8F4wCrlylvbKArohoaiQLcxork2QKQCt2iiKDJNLI5SpvfnyS3Y1A8VaK7IATZFgfnjZbavS7lDe3MoPWijhGE3xCtZE1/e1fNtFk9WGLQDgkHMaOySYFgq1YU8w2HITM3+SEXsIE559WoTQ9P43KEKP7vU5NWrLeaLdtaVzSBKU352rU2jH/L1Z2c4t95nGMb89rOzzOV2ZxELgjdWO9xoDtlXlSler11rUfFMDjxCaYGnaxyvSW/xnKFxtOrd5xE7n6yQ3eNEqeBKy+fAeEjiSsvnUNmZDDntdta6I/xQdsZSAdebQ6Zd46462V6YsNYdcaTm0g0TNvshRyoOD10VKgpW3sDK3/+uXtXiYGmKYTukPOsRjC2YFF3B9gyKdRunaPGhF92qgl14tD/OAljrBAgBXztZZ7nlc2GzRzdI9nQhi6JQXfLIVSw6mz77nqsSDmP6zQDNVLE9ncp8jkLV5vKbW3RbAbmCxbATyC6upZIrO+imSmt9SBILvKKFkzfJlSy6W/LCIBjGOJ5BZKgM2jcHAaVllW6oVGY9Ots+cZhQmCow6gUyJUxRsBwZYKBbKqNBhFs02bzWAyE7/aoCaQKtNZ/5YyX6rWBi/TXqh+TKNu0Nf/KaiqpgjH1ekyhFpKBoYtKZ3brRR1Fg0A7Ht0mJhBADTFvHLVqEfkKhaqNqinR6sCGNZeJcvzVCIF8/ChOG/ZBBN+ToS3Wc4kc7bj1d5TdPzBCnKXXPpGjL73RWxGaAjA7XVYXN3ohvv7tOnAqWKi5lWzq87E4UnpkpoCoKL8wXGEWC81s9FgoffeXtaSErZPc4Z7cG/PTSNmszeVIBFzZ6xEemODm1+6/CgiTl3HofS9P41WNTvHq1xbmNPsfqOYrmnYe2QPCTK02uNQb0ggqXt/q0hyG55+Yee5iEoslOrlcFcMdGBNJE/0mhAJ9ZKLC/4jLtGSwUbI7P5JnapdO+D8X4QmQ6b8hZqBSpTU6FDDcY323xZJXVcy22l3votoZIBMUph9VLbaJRgm5In1W/F9Bt+PQLFgvHq5z9yRqmrWPYKoVph5VzLfRxxz5NBUIIwpEcACtUHcyxnra5OiQcxWi69KKdWsyh6iqFis31001ADlAFfozpaoTDhGAQ4+ZNokDahmm6LFhzZYt+K7iVzDWWINw8xedKFrqpsXaxQzhKsFxNJpdZGqOeDNWQ3WRBEieTC61BOyAcJTLNTJXetGI8UObmzYlFnKarOAXrY3kS354p/6gkBf0o4WZvqxvEGIqCsUcu6p8mdFXhUwslrjQGdPwYXVF4+UAFTZGWh7t1lxZMjVeWSggBlgUvLZayUJAHICtk9ziHKi5Xtx3OrfcAWCi7k+7sbsfSVL5ytMYgSph2TconpgmT9ANFLMgr+Jf2lWkMAl67JouCz+wrPxHNnfxhevK/TpqiMD1ORDNU5ekoYt+HgFsjr7cVsQBuxWThRJnNaz2SMKEyl+PqW3I62rA0GbNaMgkGMXGY0tnycXI6s0cKmLaOaeskYSrlrHGKaqiTYAFpcWXjFkyuvLUNCOaOFAmGMdvLfbyySeDH1OY9/F48GQRL4pRwlJArWYTDhO2VPksnKzRXB3Q2fapzObZX+kRBQnHaIQqSySAWgOFo2K6BW5IWcVGYoCgQBgmFmry/qsmCWVGljKGz6VNbzBGOpCRBCKn71XQV3VAxTA3T0dEtFVVVcfLGOCb4yR/jt9OPEv727BZ51+CLhs7fnN6g6pl8fn8Z40HTOTJ2BGEqGxMdP6YxDImSlL89u8V0wSZvaTw/W9gRxWxjFFG19fF2TNW+/2/s7YVrVsQ+GFkhu8cxNAX3tsLONbU95T3rGRreeCm8YGrAvZceVRX0205YhqaiKLvbdiTj8WI4OsVpB8P0WL/UJU1S0kSgqDJeNfYTVE3BHn/HUmB6LsewG3H17W1UTWXheIVgENJYkX6rlqtTmc2BSLlxtk3ox1iuzsbVHrqhcPTlGTYudWhv+piWTqnusH65PXldTZOSg2LdIRhErJ5vU6g5VOc9LFv63sahtPcqVG0GnQBrXGgqikIwjJlazLN1o0++apPEKX4vIholCCFwCybdbR9FgTiQiWZJlFKo2qSxHAITqezWWjmD6f0FTFcDZMLYzXPvg/r7flLoioJlqlze6rPRjxj4IYtlZ8d6J2fcG12Bgq0zV3I4Ws9xfrPPSndEnKZUPItIpFiPcEjqo3Cl5fO9c5t8/lANVYUfX9jmS0enOFy5t4tNxkcjK2T3OGe2+lza6rFQdklSwfmNHlN5i2emd6vX3kdDIPjplRbtYciz80WuNgb8/HKDWs5i7jFLCzJ2L6qhYjo6CsghLc9g0A4QiYDx4J6iKuioKAqksaA/1ppW5ly2bwxYPtvEtHTmjpUwLQ3dVMlXHN787nWSKEXVVDRdJUlSSvUcl17bJAoSdENl5mCR9uaQxZMVNi53pQdtnGDYGmkiKM+4+P2IcBTTWI1ZOFbm5BfmOPezNTrbPl7BpNcMyFcshp2QYBizcLzMxtUuw24otcG6Sr5iMxpEaIZM+NLGndY4SuRybSoYDWOcvDnpEtk5g1zFxB/cisa9WcRquowK3knYuspn91VYba+QCEHONnhutvhAYSoZOwtVUfj0fIFnZ/MM4pSNzggU6SP+pUNVrB3QrMlZOoau8sMLWwDYukb+KYiTfxJkn+oe52jNI4oFJ+s5hIAzm30OV5++K0IFhc8dKLNQdjg5neN4Pc9aL2B21064ZnwSKCpMLeVYv9QFBQxbw7SlNhZF6msVbqazyWjiYSfAzpuEfsLs4RLd7RG9ps+wE1I4WKDXDHDzKVNLeRRFQTM1hp0Rfj8iTQVRIIMXBBD4EUksu6SqoUhv4fHQl50zaK0PGfUjLFdHCMGoH3Gj2WDxmSr59SGDToBXEjIGedaTQ2obQxQBpimdDZI4pdvwKU27BMOI5vqAxeMVVi+1J0Wroiq3dL5CAIKF42VGw/iun1t1/pYV3U6hFyZ879wmqQDP1Gl0h/z4coMvHao+Yp2sGOs0FQSCVCg8QFJ0xkMiL0AEr11r0w9iVAUKjsHp9S4vzBUIEoGtK48sFethmXJ1Ts0XefWKlLKdnC9Q97LzzeNgZ/3SZDxybE3lxYUCjq7iGnLb2sHJTY+ToqlzajqHCpRtnZNT3hP7kcvYPeRrzq0iLk4xLA0nZ451sJrsXIYJTt6cxNS6eYNgGLJxtcPc0SLPfmUBN2/SXBmgaTIEIU0F2zf6rF1sI4CDz0/RWh/c8drtTVlgJnHKzIEiw44cLEvilGE7YNSP0A2VNE6ZP1pi7VKH9Ytd3v3hCnGSsvRMlYMvTJEr23S3fTav9hi2AtJEkKvYE1WNSBkneMmkOTTB3OGSdChQwHINkiSVtl2LeY5+doY4Te6q4StUbWr7dt6Kj6WrVDyTFxbL/D8+u8C+qkvFMx+xtEBwdmvIL5c7JMC7633eWut+aEhLxkcnSgXDIGZ/LcfvPD/HtZbP9faITpjwzdMbvLcxGKdWffJcbPr88moTS9ewDY03rrU43/CfyHvZ62Qd2aeATDyekfHR0SyV2cMlVi90iPyEOE7RNBVFVREphH5MrmTRa44wbA03b9JY7WNYGjOHiqxeaKMoCqoG4Sih1xyRxLLzOnekxMbVDp0NH8eTIQ2hmiDSW1HL3W2fmUMF4iDh6MszhIOYG2ebOHkTw1EpTblYjkFjdUAUSJ2rqig0l/vYrk5zZUh7c4jt6SRxiunoMmhAkZ3eYBAjhCCJUqpzHqkCvWaApinMHi6Sr9hYrk6SpBRqDuU5jzhMaKwMpM/sTamBq1NbzFGsuyg7RB/bj1JyY3/mMEn5woEqlqFSdE2+cmQK5RFPuI9iwZm1Llv9gI1ewFrbJ2/rHK55Yw1/xqMkZ2j8+vEpDFXBj1PqeZu1ls//eXsNP0qYLzsyZe4JHI4Vx6DqWfzKoSqqovDDi9tU3UzG9jjICtmMjIyM++BVTRZPltm60qO7PSKJUzm5b8rkrV5rhEgFcSLIVRxa6z7VOYf1y138XkiubGE6BoGfSM9VXSEYpiyfbcpUsPNthBB0GyNyFYtRL4KxB6ydN+hsjei1RhiWRm3BY3p/gVzJIgpz3DjTpBUMUVRw8gaDdkiSCpI4RlUVVF2hfiAvXRTiVFp4DWN6jREzB4usXWyjaiq6pSIUiEaJlDwYGrmKw6GXpzBdHSGYWMbprsZ8yaB+sEAcpiiqgulpH8tu61FzozPi++e3+PKxKaJU8PcXGnz15DQLlvTltHSVOE4f6WvauspXj0/zF2+tsdb20VSF3zhRz4rYx0huPOxraSq/cWKav3xrFT9KmC7YvLjw5DTQFcfgd5+dwRi//u/dtp3xaMkK2YwMBFfbATN5E0tTuNoeMZe3nloJRsZdUBTmjpQYtAL8foipaui6RmO1j6apxEFCmgrq+wtsXu1gOipe0aK94ePmTSxHx+9HCCHQdRmNa9jS87W3PcItGAy7AbmSBYKJvtQrWliuTntjKLW4QGt1SGttSL81ojjlkoy9W6U1lvSQ9XsRCjKsod8OGHYCmquDsWWYRXU+RxQn9NsjjrxUJwpTGqt93LxJYUrqgKf3FyjWHVRTnUTFvu9DQXc0dGdnFmkpsgv7rdMb0jJM5R5/x6NDILjaHOJHUjucpIJL2wNKC8XMHeEx0wsTfnJJ2uPpmsJmd8Q7az2ee4JWXLcXrlkR+/jIztQZTwXDOOVyy0cg6McJV9o+N2esr3dCvnN6ne9f2Oat1R7fOb3Bqzc6O8wFM+NJYxUMjrxUpzzrEUcpSSILSIHA8nQWj1eIwoTQT8iVbJprskuaCkESy4ABTVfRbQ3DkuEDpq3T2hpSqLn0GgGluksUyCLXLZiUZhzSRDDqx4z6MVGQEgUJTsFE1VQGnRFTS7ci5pJY2oPlqib7n6+xfL7FoBUACk7ewHR0wlHM1o0eqqIwd7RMFKeohsLiiQpHPz/Dsc/NcPTzM5QXvbtGL+8W9pdsnlsskaSCVAg+u7/K3GPOlA8SwZXtITlb53eem6XqWVzZHjKMHm3nN+ODpELu5+cXS/zB8/MUHZNE7DQ344zHQdaRzdjz9KOE/8/rK1Rdg26Q48cXt5krOhiaykLeYiZncmg6z8XNHteb8iR0ciafjYFlfACrYHDqy/OsX+jg9yLpJqAqKJrC6oU2SZRKe62qzdqljhTnjZfjFZTJ8JRujcMELA0r0rFdHdvTiaOE6nwOw1IxXdnFjUYJ4Uh2+EZ9Qbnu0W8HpGmKrmhohsq+Z6tsXu0xGkSounQ3WL3YwS2Y5KsOrY1bQ2Smo2PYGr3WCLdoohkKSSywXB2varJXfJUvt3zevtGexHH/4mqDkmuw/zEGwtiayleO1QgTQcXW+Y0T0yRCkM+kBY+doqXz9RN1HENFUxS+caqOq2s7Ihgh4/GSFbIZe57tQUQQxvx8o88vr7VoDkKWqh6zeSm8NzSoegYXx/cv2AausXs7URmPF9VUmTlWpN8M8Hshm9d76LqK7RrEYYJmSq3o7SuJ+nh5Xrv9uFJBVVVMQyU/ZWO4OiAo1110W+f6Ow2G3RDD0NDHPrOFmkNl3mNrWSb1KSj4g4jAj5nanydNBKYjO72DVjAe0hKyE+tLzax+W1G1vdxj8WSV0I+Z2pfnURex/SiZFBP9KMEz1E/MKcTQVGxdm2hkf3xh+xOJo80ZGoxdlnZLARulgjBJ8QyNIE1JUnD13fcbmLvt876pnc3Y+2SFbMZj57am1B3bnxT7SzZfODLF//XTa3T8mFPzRQ7V3Imu5non4OdXmuRtnWrO5up2n1evd/jCgfIe6U1lPGpUXaUw7XDwM1MIxHgyWmHUjxh2QkbDiFzZprPlo6oKuYpNvz2667GvjofGlCABFPJTDnbBZNgNKY1c0jRl5kCBQS+k3x7R3hySr9j0miMCP8Y1TFIE3YaP4xmkpsLGlS6gTCQQbsHEsLRx9Oyt105iASkceKGGmXu0p4PWKOZbZzY4PlNgoWTzrdMbvLBQ4mT9k7G9W8hb/MELs3i6LGhqz89OUgAzbhGlgp9cbdIeRPzasSlevdYiiFO+fKS2K4vZjKePrJDNeKz0woQzG31emC/gRykXtvo8P1f4RDojN+mGCd87u8UgjKl4FjeaPmfXexQsg8WCxVze4oWlEodrOXKmxuuOzonpTFqQcX/cisniySrL51sgwCma2HmDJEypzuQI/ZjClINTMklTwaATfOA5KjM5Aj8CwDBVcjWbxvU+w144uY/haAxXQkJfanArM570ku2G0kHBVFFVOcjllWQYgzb2l1U0FdPW0C2VJEwJ/ETeriqYtkZp1sEqPB6jdgWFX1xp8LqmkCQClE9WuHCziAWyIvYeKIChqmz0Rvz568vEqWBfzcsGaDJ2DVkhm/FYeWety7srHTp+RHsY0hqG1PIm+4sPr1MT3DoJCsQDd3XafoSlq3zj2VmOTuf5zul1crbBfGEsLVAVXlooTp79lcVb2xkZH45Cad7B8nRaa8OxFlXB9HSmlvLolspgXJC6JZMkShkNo8mjTUsnV7UY9mSs7f7nahi2Rr91Z8Hr90NmDxfZvt6n1xrRXB9QqruUZzz6rREAxWkXr2xR318gSQThOCHsdjRLw7XuLOg0/fEUeGVb53OHKvzNu+vEiWBf1eNkPZdN3+wwdFXh04tFrmwPGIQxmqrw8r4y9o7rxgqudgKmPRNHz9xlMm6RFbIZj5VPLxRpDyOubPflv/eVWSo8fBG72g+50Rry4kKJ1e6IjX7Ap+cKD+QRuFS0+YefnmPKNVBQKL+4wJRrvq/joNxj++FIhfSvnCtYaKrC9Y7PQt5GzyYO9jAKTsnEGfuqponAMFVqM3kam31WL7Rprg5AVchP2VhDA78bYnkyQCD0Y2YOSqsrw7n3T/KgG1KadanMe4z6EVGQoJkqzzw7R7HuoGjS+xUVqr7H2uXu/d+5Igvsx0HDj/jR+W0UwNRVrjUGvLVq89xM7ol5e2Z8kDAR/P3lJoMwxjV0hlHMDy5s89VjUzuqi32jG/Cd0+vMlVwWSg4/v9Lg+GyBLx2sZBdHD0nDjyjbBqoC235E1dF3dcplVshmPFaCWNAPbuWxd/2IWAjMhziRxangzRttlltDOn7EcnMIwL6Ky5TzYEui07clqtQfY7rK5daQvzu7ydF6npyt8/q1Fi/ur/CZ+cKeSVUbxMlkyfb27QwFzVLQAF1XZaiAqTJ7rEhtMc+gOSKO5JK+WzIxLQ2B1NuqtyVhpakgV7HukBbcJPDld0nRwMoZiFRguAa6e+dPeWHKZf1qD3Ef39RS3cNwH09Hy1AVLEPjhaUS80Wbb5/ZxDHUbIp8h6GrkLd19lU9vnS4yus3OgRxgrHDOp0zOYsj03nOb/RYaQ3xLJ1nZvJZEfuQrPQCvnV6necXypRdg++d2+SlA1WerXvs1pXIrJDNeKyc3ujSHoZ8aqlMox9wcbPPwZrH/tKDd2V1VeFLR2p88711rm5LG6HffKbOlGvsuB+xuYLNfNnl/IacKi97Jodq7p4pYtcHIX97ZpMvHqmhqgrfP7fFV45NPXZ/zt2NguFqlFzvgR9RnHbYvNa7538XKSRpimGo5Kof/OwNT2PpRIXrpxv3PPbcnMHMoQKP6+RVsHS+8UwdR5dRDr97amaynbFzUBWFFxeKRKnA0lReXiqRCjB32BWHrkLFu9WEKNg6zg7qGO8WcqZG3jJ47VoTAENTqLoGu/l7mRWyGR+ZbpiQM6S1TieMKZoa7/8yfHqhyHTe5kDJIUxTVrsB+0r2Q79WaxDSHIRca/nU8xZXG0OWWz7PzhYoWDvnMLZ1lam8yUpLdo2rnom7hzqWcZISxAnfObMxuS16zGlJTyNmzmBqKc/W9XsXswCzR0p3dHNvJ1+3OWhOsXW9R7c5mlz0aYZKbT5HZd5Dsx5v1825TWfp7DjNZcZNVEXB0uRxtFNlUMvdkJ9dbuBZOvWCzeWtPr+43ubXDmXSgoehaOmcmi/yowtbABycyjOzyxsRO6cCyNhVbA4jvnV6g+cWitRzFt8+vcFn9pd5ZvrO5QlLVTk0NiC3NZWDH8GMPE4F76336AUxzy+UuLzV55vvbfDywQqXGj6fmsvf/0k+IS41fN683qbsmtimxsXNPkXH5MWFvSEtWCjYvLi/ws8uyyjIF/dX2F+y98TftpNQFJg+kEdRYOtGD/G+YChNV5g7UiZf//CLQqdsslSuEg5ioiBBUaQkQct8kjN2GbM5k08tlTlYdSlYOnlb59h0Njz4sNzojvjJpW0MTUp/zq13KTo6L8w+eh/pT4qskM34SBiqgq7Czy83xoMbAlNXeRxfBF1V+NLBKs/OFdjojlARqKpC1TV5dib3yF/v47BUsnhmvsip2TyGqvLGSodj096eKfSWewG/vNZEVaTh/xvXW1Q9k33Fh++yZ3w4iqYwfShPadal3xgxGsQoKLgFg1zNRnuI+FjT0zG97Oc+Y/eiqwqfXbglhXk5c5f5SJRsg6m8xYtLZTxT5/sXtpjN2+zmzzL7Zcv4SJRtnZcOVPnbMxukQnC4nudwxX1sr+caKgKdX171aQ3kEEwcC3qzCWV75xzGlqbyK/vKk3/fvr0XUBUFU9X44vEaKvD981uTCNCMx4GC6epU3J11wZbx4USpIIhTcqZGmAiiNN1RDgCfBKMkRVOkR+0oTjE0Be1ju1U8GneZp5m8qfFbJ+sY433xjWfq6LvcRSRbX8r4SGwMQn58YRtVAVvXuLjR4531Ho9znWetF7DRG3FqrshL+yt0/JDrbf+xvV7GB5nLmfzBC3PsK9osFm3+8IV5Fna5virj/gRpSpBIfcMoTgmTPbLE8BiI0pSfXWvxrTObtIKYH19p8t1zW/SjD/r67lWCJOVHl5r87FqbQZzyvYvbvHqjQ7JXlqZ2OcZthetuL2Ih68hmfERsQyVn6zy/UKXmmXzn7CYF+/FOPh6qOFinZpnNmaiKQjVnMZ9/fFZaGXcnd5u+MpdpLfc8QZLyo8tNEiH4/IEKf3+5galpfOFABVPb/SfBR42mKFi6SmMQ8L/eWCFJBUsV9xF0I3cPcSoYRQlXtvtc3uoTxCmWrpEIyA6ZjEdNVshmfCSKps43TtYn6S+/e2oG+zH7DiooLBZudf9u387IyHhMjAuPa9sDVls+UZJyeDqTOtwLVVF4fq7Ixa0B/VGEqsBL+ytPlWuDZ2h88XCVP39jhSBO8Uydzx+o7DhLr4y9wdPzzcp45NweYfi4i9iMjIwng6WqvLK/jKmrREmKpau8tD/rxt6LMBX8/ZUm/VGEZ+qkAr53bote+PRIC/w45adXmiSpwNAUBmHMqzfaRGl6/wdnZDwkWfWRkZGRkXFPRnHKjy83CGNZxAZxyt9fbkw0s7uZ7m3FZfcRFZq6olByDZaqLn/0qTleWCxRdA3Me/j97mUOT+f5B59eYLZos2esWzJ2HJm0ICMjIyPjnmiqgq1rHJ7O8cr+Cj+50sTU1bHt3u5luTPiW++t8/lDNSxd5XvnNvnikamP5HV9O6oCL8wWiOo5LE29lZqlPj19I0dX+bXDVTRFxdQUfv3oNIamYGTSgozHQFbIZmRkZGTcE0NV+JUDFYQAU1P44sEKqrL7ixKZYKXw/fObKCioyt1TraJUMIgSSpYu3Rui9L5pgqoirfjk9q3UrKcJ57ZEQzcbCs14jGRHV0ZGRkbGh2KoykQTa2nqri9iAWbyFi/uLyMEpEJwar74gfjsKE35ydUWf/3eOlvDiB9davLN05t0gvgJveuMjIz3kxWyGRkZGRlPHdfbI35+uYGmKpiaytvLbc43hnfcR1cVKq5BfxTzF2+ucHmrT8kzJt3WjIyMJ0/2bczIyMjIeOqwDRXH1PnaiTq/dWoG1zI+kL6loHBsOkfZMydRL59aKN3h2JKxc0iFmIQuxKkgzebLngqyb2NGRkZGxlPHtGfyh8/NsVS0qXsmf/T8HHPvS6mLUsGPLzVoDUIKjgHAd89u0Bpl0oKdRioEr610eHW5QyQEr95o88Zqh93vrZFxP7Jhr4yMjIyMpxL7Nkss+y4DWYYKsyWbOBV86XCVC1sDtvoBnql94L4ZTxY/SbnR9NnuB9xoDmkNQup5m5PTeZxs2GxPkxWyGRkZj4xUQCwEpqpMlvmMp8h2KGOvoXBiyuNw1cNQFU7N5IjT3J4YdttreLrGV49P87/eXKE1CDF1la8cn8qK2KeAbA8/YYZxytntAamQFi/ntgeZridjV5IKeGuty48vNwgSwS+XO/z0WpsoO6AzdjW3rMYUdr/t2F4lSQXvrXUJYykmCOOU99Z7E81sxt4l68g+QQTw2o02Z9a6tBdKbHRGbPRG2M9o7Cva9318RsZOIkpTNnojrjeGrHcD+qOIimcyilOMbCk2I+NjIxBcaY2YK1iYqsqVts9CwcpcFIAgEWz3A6bzNl84XOWHF7bZ6gWEicB5ClPVniayQvYJogDPzxVY7454e7kNwDNzRRbeN3CQkbEbsDSVXztc4897q/RHEZqq8OvHpslnRexHIhUC2fxTSAVkjcCM6+2A757ZYLHiMp23eO1ai2fmi/zKvvKTfmtPHNdQ+crRKQSQMzS+dnwaTVFwMoeJPU+2h58wmqrcoSE0dIVdnvyY8ZSSCsE7a10GYYyqyKW+N5bbhJm04KGRMo0epzcHpMBrK20uvM/jNONOolQgxiZZ8pjbe8fdbN7i8HSeG80hr11rUXRMnpnJP+m3tWPwDI3c2EItb2pZothTQtaRfYJIaUGHzd6I47MFNroj3rzepp63M2lBxq4jTqHjx1Q8ky8fm+bVa016fkyYpJhq1pV9GPpRwnurXfww5mpjyHJrSC1nsViysbNl5A8QJCk/utxkpmBzuObxg4vb7Ku4HJ9ykWtfewNdVSi6t07bnqVnsoKMp56skH2CKMCnF4sUXYNT0zkGUcK11ojFwp3SgiBJiZKUnKnjxylCCFwjKwwydhampvDFQxXCWJA3NX7tUI1YiEmHJOPBKZgav3myzl++vcpya4hr6Hzt+PQ9i1iBIEwFlqqSCsZuEXungLsfwyhlozvi8lafd1Y69EYRpq5yuOqyl1aWr3d9XrsqO7EVz+TKdp/XVzqZtCDjqSYrZJ8wOUPj+fHSUMHSeXYmd8d/HyUpP7zUZBDE/OqRGj+70iRJBV85WvtACk1GxpPGUlUsU25n6UcPTpwK9HHhGadSG3u1OSAZyzL8KOZG2+fktMf7O4wCwemNActtn189XOPsZp9GP+CLhyqYT4n1WdnW+eqJOv/7zRV6o4iKZ/GFgxX0PabTms/bfHpfmcM1D1fXKDoGx+u5+z8wI2MP83T8yu1iDFWhYOts9Ub8rzeWWW4Nyds6ZraclJGxJ7jRHfHtc1sM4pRrnRHfvbBNcxRzcbNPxTP5rVOz2KbOxc0BQfLBx8cpbPQCrjUG/K+3VvnFlQbb/ZBhtLsyjXphwtYwAqAdxDT96IEf68cpr19vAaAo0BwEnNscTDSzewVDVfjsQpGSpWNqCi8vFSlkw5QZTzlZR3aHoykKz80VuLDRx49idFXhhYXSU7VsmJGxVxECltsjlltD/uqddXpBhKJANF/k6ydn0FSFgqnxW8/UcXQV667pUwpfOFhhux/QHoYowFeOTVGyds/P+yhO+e7ZTfphzJeOTPGLK03CJOV3n519oEItSFK6fszh6TzPzhf49ukN2n5EkrJjpAWjJMVUFVRFYRin2Jr6kZwobrdFzSxSMzKyjuyOZxSnfP/CNn4Uk7MN4lTwvfNb9KO7tGYyMjJ2FYoCLy2WWKp6tP2QJBV8+eg0szmTsq1PiriaY9xTSpQKOL3Rpz0MUZXxEOn1FqNk93RkbV3hxGyBUZjwrffWaQ1DTswWHlhfXbJ0fuvkNF88WGHKMfjGqRleXipN5BpPmmGU8t1zW7yx2qUfpXzn7CbvrPey8JuMjEfA7rlkf0oxdZV6wcI1NT53oMIbyx3iVGT6w4yMPcJyd8RK65a11tsrHaZz5gNr4FMh6I0iio7JV49P89ZKh8ZAGsHbu2bVWWG2aGEbGn6UoKkKiyXnoTqWhds60DutGx2lKX6U8Nq1Fu+tdhhFKVN5a+wVvDOK7Y9ClAqiROAaKkGSkgqBo++agy5jj7Czvu0ZH0AFPjVfJEnlFPJnF4sIwZ4bYsjIeBpJBWz2AhQFfuvUDNebPhc3+/TD5IELWV1VeGVfGX8+oWDqfOFghSBOd1UQhZ+kfOfMFn6UsK/qcb054G9Ob/D7zz2YtGCnU7R0fvXIFH/x5gqjKKXqWby0VGY3B06FqeAnV5r0RnIQ+edXWyRpyq8eru7KYnZrGFGwNCxNZWMYUbH1TMK3S/hE2no/+MEP+IM/+AOeffZZvva1r/E//sf/eOjn+NM//VOOHTvGn/zJnzyGd7izUWHyhdIUZccsl2VkZHw8VAU+M1/g956bY7Fg8/JSid95dpa6Zz7U8xiqQsGUfQlTVXZVEQvgaCrPLxZ5cX+F3zhW44uHp3h+oUje3BsrT/0o4aeXGgAYmkJjEPDWaod0F4tcFQSaqrDW8fn/vrHMle0+qqruyg7z1jDir99d54eXmlzrjPird1b5ydUWyS7eP08Tj70j+8Ybb/Av/sW/4Pd///f51//6X/P666/zp3/6p5imyT/8h//wgZ7j3Llz/Pmf/zm5XGYzkpGRsfO54/SnvP+GO1EVhZpjALK7WnWezoWyIxWXVAgUFI5PuQhA2SthBgJS4NRckZOzBb5zdmNXF7EAhqry4lKJq9vDySDyK/vLuzKgoWBpzJUcrmz3ubLdR1MV9lVctF1YlD+NPPZfzP/6X/8rJ0+e5N//+38PwCuvvMLa2hr/+T//Z/7BP/gHqA/gc/jv/t2/45/+03/KX/zFXzzmd5uRkZHx8RjFKa9ebfLyERWilJ9cafL8XIGy/XQWqA/DrW7enilhAciZGr9xYgpbVdFUhd86OYOrK7uye3mTIEn58aUmfhQTpILOKOaHF7c5MpMnb+rM5R5uVeFJYmkqx+o5rmz3AajmLObeF0yUsXN5rJdOYRjys58JVFa6AAAhEklEQVT9jG984xt33P67v/u7bG1tcfr06fs+x1/+5V+yvLzMP//n//xxvc2MjIyMR8ZaP+Dceo+/enuVb5/Z4Px6lwtbfT60LZux5/F0DW0sC8sZu3MJ/nY0RSFnacyWXQ7VXBxToxPEvHGtyQ/ObzGKd8/xvjGM+O7ZDTRVYbpgs9kd8ePLzV3fNX9aeKwtguvXrxNFEQcPHrzj9sOHDwNw6dIlTp06dc/H9/t9/uN//I/823/7b3Ec55G9Lz2b+H9gtPEykbYLl4v2Ok/TvukGMSvdgONTLp1RwkYv4NiUy/tTrnYCh2sug4M13lztEgQRh+t5XtxXQn9KUrZ2Ok/T9+ZxogOfO1AhTgXrvYCeHyOAMBb89qk6uY9gmfGk9s2UZ3CkXmBfxWGuaPPjS02OTucws/TMCTv5e/NYC9lOpwNAoVC44/ab/7753+/Ff/kv/4V9+/bx27/924/sPamqQrnsPbLne1ooFB7dhUTGo2Wv75soSfm7t1a43vCJhMLl7T6dYUSt5HJ4eud9l7t+xNZQpkxZlkEnTIg1nXrp0e+nME5560abYzN5TF3l7eU2J2YL5G3jkb/WXmOvf28+STZHCbGqIgQYloZqGh/rPPsk9s3vlDzMcZPr92/bzriTnfi9eehCttfrsbm5ed/7LS4uTraVeyyh3Ot2gIsXL/I//sf/4M/+7M8e9i1+KGkq6HaH979jBiCvvgoFh27XJ3nEButRmmKMu1TR2F4s48F5nPtmp/H8TJ7VxoCfnN8A4DP7ypR0aLUGT/idfZDLrSFXNrucWqqQ11X+/uIW71xr4ooij7qDfH57wN+d3eT0skvB0Tm71qXR8XllX/mRvs5e4mn63nwSdIKYv313FVD4zL4yv7jS4DvvrJLTZnEf0obrSe+bwT22Mz75fVMoOA/c/X3oQvY73/kO/+bf/Jv73u8v/uIvKBaLwAc7r91uF/hgp/Z2/sN/+A98/etfZ35+fnL/NE2Joohut0sul3ugQbG7EcfZj9fDkiTpI/3c/Djlh5caHKvnmc6Z/ODiNqfmCiwW7Ef2Gk8Lj3rf7EhSgYpCOo5CUlFI4hSxA3WGS3mLrz8zw7G5EsOBT87UmM2ZxLHgUetkFws2h6dynN/oATBTsDlRz+394+ER8FR8bz4BPE3l149No6kKdc8kb+k4hoqJ8pE/32zf7Fx24r556EL2j/7oj/ijP/qjB7pvGIYYhsHly5f50pe+NLn94sWLABw6dOiej71y5Qo//vGP+cu//Ms7bv+zP/sz/uzP/oy//uu//tDHZ+xsOkHManvIcmtI3jZoD0OKjsFCwd6BqseMJ4lA8LOrLdrDkGfni1xtDPjFlQZTeWuHTkYrLBVtbFPDHygsFiyGUcqFxpBjNZdhnLLcGXG06j1UctVdX0lhMkAEUjq1t+b9M3YDc/lbE/6L2bR/xifMY9XImqbJK6+8wje/+U3+yT/5J5Pb/8//+T9MTU1x8uTJez72P/2n/0QQBHfc9q/+1b/ihRde4B//43/M3Nzc43rbGZ8AM57Jl4/V+fbpddrDkIWyy8tL5ewUnPEBFBReOVBmoexwYirH8XqetV7AbG536EAF8NpymzNrXdrDIhvdgM3eCOcZjX3Fj7cCcbU14sxal5miTd42uLDR4921Hi8vyQTAjIyMjL3OYzc2/Jf/8l/yj/7RP+KP//iP+d3f/V1ef/11/uf//J/8yZ/8yR3SgK997WvMzc3x3//7fwfghRde+MBzWZZFvV7n5ZdfftxvO+MxM4gT3llpT/691vG50Rmxv5RJCzI+SNHUKU7LQJSyre8qT1YFeH6+yGZ3xDsrUmZ1ar7IQv7jd672l2xeOVjjUM3BVFWqnsmRmpcVsRkZGU8Nj30s71Of+hT/7b/9N9555x3+2T/7Z/z5n/85f/zHf/yBVK8kSUjTnaW7eFpojCIuNocoiozqu9r2H/tr9oOE5iDi5FyR3zo1g6rAZm9Emp2AM/YgqsIdF+6aqvAo5L26qvDcTA5P1zBUhedm8jjZtHVGRsZThCLE03XtniQpzWY2j3iTSAj+9ztrtAchL+6v8PZyhzhN+cPn5ynbOrquUi57tFqDRy7wbvgxBUuegLf9iLKtP7ZIQBl3+cHt3czj3Df35Pa41ftErz7N3L5vojjlx1eanFnrcmK2wGY3oDEI+M1nZj62tCDj4Xki35uMByLbNzuXT3rfVCreA7sWZJfuTzmGovDFQzUMTeMXV5qMooTPH6pR/ghm1g9L1dEnlls1x3hsRWwiBK8ud1jtBcQCfna9zcYgfCyvtZfphgnfv9RkECV0Ark9zE4290UBPr1Q5HMHa3x+X5nfODHN5w/VsqGYjIyMjEfA7hGaZTw2VEWZtCgVGBeUe6FnKWn4Ee8st3lvBebLLle3B3SGIV87NvXYiue9yOXGkPPrXVqDkDBO6fghc0Wbo1X3Sb+1HY9naDw7IzW+eVPjVD33hN9RRsbjZRAlvL7S5dMLBZIU3lrt8uJCMZO+ZDxyskL2KScSgh9c3CKMEz6zr8x7K11+dHGLmje/qwZqPoxp1+TLx6b47plNrm4PqHgmXzpcy4rYh+RUPUfHjzi3Ln2dP7VU4nAlK2IzMjI+yMXGkDOrHZr9gDBJaQ1CpnImx2s7L40vY3ezNyqVjI+MoSj82pEpWsOII1WHhZLDIEj2TBELEAvBaueWlVtvFNH2I9xHMDX+NDGIUtY7o8m/V1sjTtYTvCyPPOMJIIS4LR1yryjf9w7P1HO0hyHn1mVYx3PzpWz1JuOxkPX4M6g5BkeqLiCTWQ5Wdl6W8seh6cecX+8yW7T5tWPTpALeXeuRPF1zjh+ba60hHT/kM/vLnJorstEbsdoL7v/AjIxHjuDM1oArbR8UeGdjwI3bLrIynjzDKGX7tt+Hrf4IP4sEzngM7J22W0bGPZh2Db5+aoairePpGp45Q+UxDpftVU7Vc5Rdk/m8RSoEixWXhcJOTNbK2Ot0woRfXG2SpILD0znOrfcoeybTp2awHnDSOePxcrXp0xiEPL9YIkwEZ1Y73GiPMmnBJ4hA3Jb0t3dXLbJCNuOpYC53S0Ywn0kKPhKqokwm7W/fzsj4pCmaOl87Ueeb765xbr2HbWh89dh0VsTuIJ6pexQcjaWCTQoslm2WCntrtW8nc70zYnsQ8qm5AldbPr0g4dkZb09GWGeFbEZGRkbGrkIgaAzCSYBKlKS0xl7UGTsDTVHYX5SFqwqT7Z1CKoR07EFaNO6lFbowFfzyeovtXkBrGHFlq4+uKSyWHcrW3ptpyC5fMzIyMjJ2FZ0g4c3rbfK2zpePTaMq8MaNNqNMg5nxANzojvjepSZBIrjWHvGjy03CPRQraaoKXz02jWvqXNrsAYKvnajvySIWso5sRkZGRsYuo2Tp/ObJOoauUrF1ctYsrqFiP0XSglQIelFK0dRIhGAQpRTMvVmoPEpSIbi4NeDSZo+uH9IchCgKnJwpMO0ZT/rtPTIag5AgTgBIBax3A2ZzFureaTxPeHq+9RkZD8AgSibLlf0oQWQZrBkZO5J6zqQylhLM5kyK1tPTl0kEvLHa5f/39hqbw4hXr3f4q3fXaI3iJ/3WdjyqovArByrMFBy2egFJKvjKsfqeKmKDVPDWSgdVUfj1E3XKrsl7Kx264d48Pp6eb35Gxn1oBzHfPr3J0XqOpYrL37y3znMLJZ6p702BfEZGxu5EUwSOoeGHMX/51iqpEEzl7Unkd8aHs9YL2Orfsms7t9ljJmdi75HUMUtV+PWjU/TDhNmcSc0zGEUppT16sbc3/6qMjI+AENKg5BdXm7xxo0WUCDKr2YyMjJ2HwrHpHJe2B6y1fQBe2l8ml0kL7ksqBNebQxQFvv7MDOc3+6y0fLphjK3vHTvBvKmRHx8PRVOnuHf+tA+wNy4/MjIeAWVb5/OHqgBEifRJPTWTy7qxGRkZO4pUCH55vc1a28ezdBTg785t0fCjJ/3WdjyqovDKvjK/8+wcS0WbLx6q8NunZph293Clt8fJCtmMjDENP+KHF7YAMHWVG80hb612SbO2bEZGxg5CVRTKnkG9YPMHz8/yK4drlF0DZ48sjT9uDFVh2pWaWEtVmXL3jj72aSSTFmRkjDFUBUvXeG6+yFLZ4VtnNrENbU9OeWZkZOxujlY99pVcLE3h5LTHoaqbBUJkPJVkhWxGxpiCpfPbz0zj6CoKCr9zagZXV9irsX4ZGRm7G0u7+duk3LadkfF0kRWyGRm34erabdtZdyMjIyMjI2Mnk52pMzIynghBkk58eoNEQObZm5GRkZHxkGSFbEbGLsKPb0ZwCgZR8theJ0xvvc6t7UfHME757vlt3l7vM4gTvnVmk9ObA7JiNiMjIyPjYcgK2YyMXcKF5pC/fHeN5ijm7NaQv3p3nY3u6P4PfEguNod8++wWwzjl7PaQvz2/fVsB/WgI4pSuH/Lzyw3+7zfXWO/6tP2IJKtjMzIyMjIegkwjm5GxCxAI/DClM4z4y7dXieIUx9YJk5RH6X6YCsFmL2C17fO/316jH0RYusYgSh6ptU/Z1vnysWn+8q1VhmHMVN7m5aUSmpINrGRkZGRkPDhZRzbjoeiFCZtDabrdCePMgPsTQkHh2ZkcB6dyhHGKAL50eIrFsvtIX0dVFF5aKjFbdOiNIoSArxyfpuZ8NJ/F+DYP3tu3+1HCzy83AdBUha3eiHc3+hPNbEZGRkZGxoOQFbIZD8woSfnuuU3+5t11rnZGfPv0Jn9zeoNu+Pi0mhk3EZzbGnBlq48+Nrb96eXtSTzlo3ydi40h612fm83R16+3GMQPv48bfsRfnd6gNYrZGkZ88/QmnTAGIEkFYZJyaq7IH7wwT97WCaIkiwTO2LFc744YxikguNYZESSPXjuekZHx8GTSgowHxtYUTs4W+OGFLb793joAn9lXIWdk+d6fBKkQOKbOb5yss94dcXqty6M+laYCOr6UE/zmyToXtgZcawwYRSme/nD7eb0XsNEZ8c3T68SJIIgTtgaRzP22dL5+so6jq+iqwjdOzZAzNNRMWpCxA1npBXz7vXVmSy77Ki4/vbTN0XqeLx2qZi7TGRlPmKyQzXgIFGYKNrau4UcJmqqwULKz5KtPBJnes1hyyJsaU67O4SmP+ZJDqzV4ZK+iKgovLhQ5NpWjZOtUXYNTs3lK1sP/VJyYytEbxby93Abg5QNVDpftyX/Pm7cK44KZ/RRl7FymPZMj9Tzn1nustIY4psbJ2UJWxGZk7AAyaUHGAzOKU757dhM/Sthf80iF4NuZtOATRJkUfwoKhY9QXD4ImqJQsv//7d15bFTl3gfw75nOTKfTfS/UUmiBshXQqLS3rBcIFWqQTTAgGhvUGIG4oIDEsBRqiFQUgqIxBCMJNiIEEEgw+AIiBe9Lr+RFLtrFtuxtp+10m85ynveP0rkdCqXMRs/M95OQdJ7OGX6nv07nO895zpn2x1ZLklMhFmhfWvDnrUb77T9uNKDOxN8VUh6NCogNCbTfDtdpEKLlkSii3oDTINRjOrUKjz8WgXqTBY8nhuHPaj3arDJCtXw/RF3VtphhtsoYPygWbTYZ//rbgHqTBZE6/tkhZbnWaMaZkhoEaQMQHxaEv2uaUFRRh4m9aGmBVRZQSe1HVSyyQIAk8WgZ+QW+otBDSYkKgix0kASQFqOHQPvsINHdhsToEa3vi1i9GrKQ0CdMhzi9c1c/IPdpf852/ZruLz5Yi1FJERgQHYxInRq/6dRIiw3uNT87qxAoqqxHoFrCqL7h+LXcgPAgDUb1CWOYJZ/HIEsP7b8n5DDCUnckxN4JrioJDLG9gNkmcK6yDoPiQhCpU+Ps33UY3ifM3ie6N7VKwtNJ4eiI/Zn9Ih5pPXczWWTcbGiFodmM0upmGFsteCxSj2HxIQgM4BEz8m0MskRECiMLYX9D2fnrB6luMePKTSPKqpsRFaLFjfpWqCQJMSlRPX5TapUFrLKATq2CRZZhE4DOL8JS733bHqINwOQhcfih+BqMrRbotWpMHBTDEEt+gb/lREQKYrYJnC6vQ2WDCWZZ4OdSA643tvVo28TQQIwbHIc2qw036luRGKnHmOSIhwqx/6pqwM8lNWi2yCiqqMfpUgOvqfqIWWSBf19tgE0WkCSgxWzFpZtGyLwwM/kBzsgSESmIwWRB6e1GlN5uRFRIIG4bTQiQgIQQ7QNnZttsMv6u/e/l2moa21BnsiIhuGcfdCwDaLHYUGVowffGq2izyugTHgSbDIAn8T8ybTYZxpb25QRj+kfh5z9vo67FCrMsoAvovTPJRO7AGVkiIgVJCNZiUlocrLLAbaMJCWFByBwQ1aPlBYZWC64aWpASE4KJaXGw2Gwoud3c4w8G1qok/GNAFIK1arRZZQSoJIwbGA29pvuXEpNNxs0mM4D2IHyr2dzD/5F6IkQTgMlDYjFpUAyig9SYNjQeE1Kj/GTJB/k7zsgSkVtIEuwfMdv5a3KvNpuMP6ub7Ldrmky41diGfuG6brZq1yckENNHJCAqSIPAABWCR/RBXLC2x0sLLLKM3yrr0Wy2QhOggsUm42y5ARMHxiBIfe/QZBUCp0trUVXXgkmD4/B/142obTIjZ2QCYoJ4kpm7dP6ExVBe45b8CN+uEZHLzLLAb1VGNFtsMFll/FbVcOdz6btnlQUscvv9LHdOIqLu1ZusuF7XipSYEEwdFg8AqDC09Hg9ZJ+QQPtJQImhgdA87PWZJAl9woMw94lEDIwLfWAIVksSBseHQgjg+OVbuNHQitS4YIR76AM9iMi/8C8JEbmszNCKC5UGXKtrgVajQpWhBSqVhCf6ht13G6sscL6yHlYh8HS/SJyrMEAboMJTSRFQ+8jFLzvnclnALdf0jA/WYsaIBITr1AgMUEGf3gdRQZoeX7nAFRqVChn9ImCRBfRqFcalRMEqy/edje0QF6xFeJAGhjtLCpKj9Q8foImI7oEzskTkskFRQRjWJwy3Gk2oMrRgQEwwhieEdLuNWRaobTHjPzeM2Pfva7hysxGGFgssPjIrW17djDN/G2CVBa42tuF8VT1sbtq3uGCtfVY1Pljr1VCoUUnQ3wmuGpWEIHX3h7GtAvifkhoYms1IigpGgErCT5dvobrV4o1yicjHcUaWiFxmkQWazFb77ZY2G6w2gcBu3irr1SpMGhSD74uvobnNCq1ahQkDox84u6cENiFQXFmPK9cb0NBswfWGFggBDIjWI76HVwjwFWoJGJkYjnCdBk/3i8C1xjbcNJoQyaUFROQGyn/FIKJHrqLehMra9rPhh/UNx61GE/6sae52G4ss8L9V9TDfOfvdbJVx4WqDT8zIBkgSJg+LR3SIFpWGZlhtAv9Mi/O7ENshMTQQmf0joVZJSA7X4anHfGf5CBE9WnxLTEQuGxQdBFVaHPpF6hAACfFhgegfEdTtNjZZoNVsQ2KkHv9IicIvpbVoNdvunLSk/JBz22hCQ6fD51X1rXgsXOe3a0M777Wf/giIyAMYZInIZSpJwqBovf32oCh9N/dup1OrMGFgDATalxlMHhQLlQSf+FhNmxC4dN0IIYB/DonHf242ouR2I4bEhyJOz0tOERG5C4MsET0yndfDPuii+koSIEmYPDQOqZE6JARr0Tc0EMY2K0MsEZGbMcgSEXlAqE6Dx8J1sFpl6DUq6DX+uT6WiMiTfGcKhIiIiIj8CoMsERERESkSgywRERERKRKDLBEREREpEoMsERERESkSgywRERERKRKDLBEREREpEoMsERERESkSgywRERERKRKDLBEREREpEoMsERERESkSgywRERERKRKDLBEREREpEoMsERERESkSgywRERERKRKDLBEREREpEoMsERERESkSgywRERERKRKDLBEREREpEoMsERERESkSgywRERERKRKDLBEREREpEoMsERERESmSJIQQj7oIbxJCQJb9apddFhCggs0mP+oy6B7Ym96Lvem92Jvei73pvbzZG5VKgiRJPbqv3wVZIiIiIvINXFpARERERIrEIEtEREREisQgS0RERESKxCBLRERERIrEIEtEREREisQgS0RERESKxCBLRERERIrEIEtEREREisQgS0RERESKxCBLRERERIrEIEtEREREisQgS0RERESKxCBLXZw8eRLPPfcc0tPTMXXqVOzZs+ehHyMvLw9paWlYv369Byr0X870pry8HBs2bMD06dMxevRoTJo0CatXr0Z1dbUXKvY95eXlyM3NxejRo5GZmYm8vDyYTKYebbt//35kZ2cjPT0dOTk5OHr0qIer9S/O9KapqQnbtm3DvHnz8OSTTyIjIwO5ubm4dOmSl6r2D648bzocP34caWlpyMnJ8VCV/smV3tTX12Pt2rUYO3Ys0tPTMW3aNOzdu9fDFTtSe/V/o16vuLgYb7zxBmbOnImVK1fiwoULyMvLg1arxbx583r0GFeuXMG+ffsQEhLi4Wr9i7O9OXPmDM6fP4/nn38eQ4cOxc2bN7F9+3bMnz8fhw4dQnBwsBf3QtmMRiNeeukl9O3bF5999hkMBgPy8/NRX1+Pjz/+uNttjx07hpUrV+LVV19FVlYWfvrpJ7z11lsIDQ3F2LFjvbQHvsvZ3ly/fh3fffcd5syZg2XLlsFqteKbb77BggULsHfvXgwfPtyLe+GbXHnedDCZTMjPz0dMTIyHq/UvrvSmubkZL774IgIDA7F69WpER0ejoqICFovFS9XfIYg6yc3NFXPnznUYW7NmjcjKyhI2m61Hj7Fw4ULx6aefikmTJol169Z5oky/5GxvamtrhSzLDmOXL18WgwcPFj/88INHavVVO3fuFKNGjRK1tbX2sYMHD4rBgweLkpKSbrfNzs4Wy5Ytcxh75ZVXxLx58zxSq79xtjfNzc2ipaXFYcxkMomsrCyxcuVKj9XrT1x53nTYunWrWLhwoXj//ffFjBkzPFWq33GlN1u2bBFTpkwRra2tni6zW1xaQHZmsxlFRUWYMWOGw/izzz6L6upq/PHHHw98jIMHD+Lq1atYsmSJp8r0S670JioqCpIkOYylpaUhICAAt2/f9ki9vurUqVPIzMxEVFSUfWzatGnQarU4efLkfberqqpCWVlZl0OiOTk5uHjxIgwGg8dq9hfO9kav1yMoKMhhLDAwEKmpqXx+uImzvelQWVmJXbt2Yc2aNZ4s0y+50pt9+/Zh7ty50Ol0ni6zWwyyZFdZWQmLxYKUlBSH8YEDBwIASktLu92+qakJmzdvxnvvvdflhYFc42pv7lZcXAybzYbU1FS31egPSktLu/zMtFot+vXr120PysrKAKBL/1JTUyGEsH+fnOdsb+6lpaUFly9f7tIvco6rvdm4cSNmzpyJIUOGeKpEv+Vsb6qqqlBTU4OwsDC89tprGDFiBMaMGYN169Y99NpnV3GNLNk1NDQAAMLCwhzGO253fP9+tm/fjuTkZEyfPt0zBfoxV3vTmcViwaZNmzBgwABMnDjRbTX6A6PR2KUHQHsfuuvB/foXHh7u8H1ynrO9uZetW7eitbUVixYtcld5fs2V3pw4cQLFxcU4duyYp8rza872pqamBgCwefNmZGdn46uvvkJJSQkKCgpgsViQl5fnsZrvxiDr4xobG3t0eCwpKcn+9d2HoR80DgAlJSXYs2cPCgsLH75IP+Wt3txtw4YN+Ouvv/Dtt99CreafAHcQQvSoB3ffRwhxz3Fyn572psOhQ4ewe/dufPjhh0hOTvZgZfSg3rS1tWHTpk1YunSpw6Fv8rwH9UaWZQDtR5Xy8/MBAJmZmbBardi8eTOWL1+O2NhYr9TKVzEfd/z4caxateqB9ztw4MB9Z4eMRiOArrNJneXn5yM7OxuJiYn2+8uyDIvFAqPRiJCQEKhUXMnSmbd609n27dvx/fffY9u2bUhPT3/IiiksLMz+M++ssbGx22UanfvX+azrh+0f3Z+zvenszJkzWLVqFXJzc7Fw4UJ3l+i3nO3N7t27oVKpMGPGDPv2FosFsizDaDRCp9NBq9V6rG5/4GxvIiIiAAAZGRkO4xkZGZBlGaWlpQyy5B6zZ8/G7Nmze3Rfs9kMjUaDsrIyjB8/3j5eUlICAN3+UpeXl+OXX37BwYMHHcYLCwtRWFiII0eOcD3mXbzVmw579uzBtm3bsH79ekyePNm5ov1campql3VjZrMZlZWVmDNnzn2361hrWVZW5tCr0tJSSJLEtZhu4GxvOly8eBFvvvkmsrOzsWLFCk+V6Zec7U1ZWRkqKiqQmZnZ5XtPPfUU1q5dixdeeMHt9foTZ3uTlJQEjUbTZbzjKJM3J64YZMlOq9UiIyMDR48excsvv2wfP3z4MGJjYzFs2LD7bltQUIC2tjaHsbfffhujR4/G4sWL0bdvX0+V7Rdc6Q0A/Pjjj8jLy8OyZcswf/58D1fru8aPH4/PP/8cdXV1iIyMBNA+s242mzFhwoT7bpeUlISUlBQcOXIEU6dOtY8fPnwYI0eO5GFTN3C2N0D7G4olS5bgiSeeQH5+Ppd6uJmzvVmyZAlmzZrlMPbll1+ivLwc+fn56N+/vyfL9gvO9kar1SIrKwtnz551GD979izUarX9RGSveISX/qJe6MKFC2LYsGHigw8+EEVFRWLHjh1iyJAhorCw0OF+U6ZMEYsXL+72sXgdWfdytjfnzp0Tw4cPF4sWLRLFxcUO/yoqKry9G4rW0NAgxo0bJxYsWCBOnTol9u/fL8aMGSPeeecdh/utWrVKDB061GHsyJEjIi0tTRQUFIiioiKxceNGkZaWJk6fPu3NXfBZzvampqZGTJgwQWRlZYlff/3V4flx6dIlb++GT3LleXM3XkfWvVzpze+//y6GDx8uVqxYIU6fPi127dolRo0aJTZu3OjNXRCckSUHjz/+OHbs2IGCggIcOHAACQkJWLNmTZdPjrLZbPbF3uQdzvbm3LlzsFgsOH/+fJfZ2FmzZuGjjz7ySv2+ICwsDLt370ZeXh6WLl0KnU6HnJwcvPvuuw73k2UZNpvNYeyZZ56ByWTCF198ga+//hrJycn45JNP+KlebuJsb0pKSnDjxg0AcDjaAQCJiYk4ceKEx2v3da48b8izXOnNyJEjsXPnTmzZsgWvv/46IiIisGjRIixfvtybuwBJiDsLGoiIiIiIFISnkRMRERGRIjHIEhEREZEiMcgSERERkSIxyBIRERGRIjHIEhEREZEiMcgSERERkSIxyBIRERGRIjHIEhEREZEiMcgSERERkSIxyBIRERGRIjHIEhEREZEiMcgSERERkSL9P/vlY3Nkz5aaAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.scatterplot(\n", " x=data.T[0], \n", " y=data.T[1], \n", " alpha=0.5,\n", " hue=cluster_labels, \n", " style=cluster_labels<0,\n", " size=cluster_labels<0,\n", " palette=\"tab10\", \n", " legend=False\n", ")" ] }, { "cell_type": "markdown", "id": "6f1b1188", "metadata": {}, "source": [ "And that's all there is to it in terms of getting started with ``fast_hdbscan``. Do note, however, that if you want to use ``hdbscan`` features such as support for precomputed distances matrics, metrics other than Euclidean, prediction or soft clustering etc. then you'll need to fall back to the ``hdbscan`` library. The goal of this library is to run on the common case (large volumes of low dimensional Euclidean data) as fast as possible with full multicore support." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 5 }