{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Analysis of similarity of measured data\n",
"\n",
"Computational notebook 06 for **Morphological tessellation as a way of partitioning space: Improving consistency in urban morphology at the plot scale**.\n",
"\n",
"\n",
"Fleischmann, M., Feliciotti, A., Romice, O. and Porta, S. (2020) _‘Morphological tessellation as a way of partitioning space: Improving consistency in urban morphology at the plot scale’_, Computers, Environment and Urban Systems, 80, p. 101441. doi: [10.1016/j.compenvurbsys.2019.101441](http://doi.org/10.1016/j.compenvurbsys.2019.101441).\n",
"\n",
"Contact: martin@martinfleischmann.net\n",
"\n",
"Date: 29/03/2020\n",
"\n",
"Note: notebook has been cleaned and released retroactively. It is likely that different versions of packages were initially used, but we made sure that the results remained unaltered.\n",
"\n",
"---\n",
"**Description**\n",
"\n",
"This notebook generates figure 14, the illustration of tessellation-based contiguity matrix.\n",
"\n",
"---\n",
"**Data**\n",
"\n",
"\n",
"The source of the data used wihtin the research is the Amtliche Vermessung dataset accessible from the Zurich municipal GIS open data portal (https://maps.zh.ch). From it can be extracted the cadastral layer (`Liegenschaften_Liegenschaft_Area`) and the layer of buildings (all features named `Gebäude`). All data are licensed under CC-BY 4.0.\n",
"\n",
"Source data: Vektor-Übersichtsplan des Kantons Zürich, 13.03.2018, Amt für Raumentwicklung Geoinformation / GIS-Produkte, Kanton Zürich, https://opendata.swiss/de/dataset/vektor-ubersichtsplan1\n",
"\n",
"--\n",
"\n",
"Data structure:\n",
"\n",
"```\n",
"data/\n",
" contiguity_diagram.gpkg - samples to be used in diagram\n",
" blg_s\n",
" tess_s\n",
" blg_c\n",
" tess_c\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import geopandas as gpd\n",
"import libpysal\n",
"from splot.libpysal import plot_spatial_weights\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/martin/anaconda3/envs/ceus/lib/python3.8/site-packages/libpysal/weights/weights.py:167: UserWarning: The weights matrix is not fully connected: \n",
" There are 2 disconnected components.\n",
" warnings.warn(message)\n"
]
},
{
"data": {
"text/plain": [
"(,\n",
" )"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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L73BsfJuJWTEyT8aMBzYGo8TOrKfxBHDZ6PoBUBTI8tjxOKyMZbHcsLqUDdkxIoNGfYzm5maGRwKcu2Ej3zlmZm/b8NR5u4BBYCVAdb6bP3xqE8P9vRw7ZmS7aBocb2rh6Zf3og5347Ao3Hrrray7aAt3//YQ208PTp1zJv/WUl/7xbO5QLzxSFBDCCGEEEII8Zbhr2swAw3A1WPHLBaFigI3zWcW9ZzqAEadCgBqijzcd/t6frXjFE+cDlKsj9AWUtE1DUt0kOsrdO740If4csNxfvJSy8R5hjC6p/gnHOsFhpm6RaTIQyyuEo+rHP7C1fzND1/iuqIIF649h4P9ab70p5M47Gba+8Jo2uSgS47LynD0jIwICrMd7VaruaKzP3LGuYlsVoWyfDfdg5GJtTrG7nESo5XrwkzXfnrLInoCEU70RdCBLC3EyIFn0XtOYLVa+dAn/g5rYTUoCk8d6+WZkwOYTGA2m3SLooRNJpNXUcBqVvA5rOi6Nl6vRE3ESZosYFKwtOxkvSvA3374I1RXVfLjbU38+2PHJ3aqmUkYI1tDamvMY9L9RAghhBBCCPGWcdeWGv3epxofx+iG4gEoy3czHE6QSE1XGWKcE3CM/RJPazx+sp+kbuHzl1WxyBZkV8DOipHdjBSvJT8/jzX+Yl5sGubg5CKZp4AlU+b2jP7sAioAygrcqKpG30icZFrj5zvaKM9zc/m65VgsNm6/bw+BaApd1ynJd6fjCXWBOvoy/6nLFnLfHeezIM/JM8f7SY9+mW1WoCDbmdXRH96p6+QwIdtiqrSmE0uolOa7iSdV1LQ+MWiSN7rebUwOzgBw68ZKblxdzFKlj6WuOCdaOhkqXIm6+BKSZavZO5DmWF+YY51D2O0Waop9dAfiROKqKZpI65FYKjASSrgGggnC0RSfu2YJH9tUxTJzP4P9vfTEdKPwiNXGQP45eOIDjHS3sWFxGTedt4BtpwYYOXOLy1Q2wHHXlprHZhso3rgkqCGEEEIIIYR4S7lrS0303qcau4Ab3E4LLoeFvuH4bJeFAB8YmR1lBW5cTgs9g1Gae8MsL89l8+rFPHykn5vXlnDlshJ+cSqNCRPffObUxHleBNZPcw8LRkBja3Gus0JRTKbuwVcKlUaTaRKazrHuAD/e1kowbmwdSaS0k7GE6ivNc1t04KKFeXzumiXs3rWD9Uuq2LKihAd3dwBQXuBmJJIknkiXAW1AB9Nse4HRwEZSpSzfk44mUv50WjdNOG3GCGjsx9ja4h070XCohzQK129eiZ6M0dofoMuUC5qG9+Uf8s6lOVzm97AqS2WpO8nNl53LjuYhjnUFSaqaRU3ruzTdCJYk0xqPHuwhmNC4+rxl/ORolKtsrTTruVzn7WZhSS6PdNtpj+jkRLvw2Ux89OrV9AQSHO+ZNfvm3HufavzpXVtqRmYbKN6YJKghhBBCCCGEeMvw1zXY732q8SPAl4GDZQXuyu7B6KR6EtPoBbJK8lzk+uyMBBP0DcdJp3U0HZ4+3k8ooTGcSHPLphqKSspYmO/mG1ubCESSjCZK9GAEEGZsg5qf5ahy2C2pjr5IECM7ZJzDZmYwkmQgmBg7NAgo6bSeE4wmKc9zs7TMR3aolUgkwkB/HzVV5awsz+bllmHsNgt9w7Gxa8fqeBzHqOvhYDR7ZaJ0Wu+PJ9RkSZ7bFUuomZ5VMUZQYw+jWSYA+9pHeOHUIJXlJTzZDbqukaVHWLfxQm67/hoioSCJRIKaZSt4rinI/9s6qTOKzmhB1jGHu4I83zxE7Yoirr9gBTvaRijJz2aJT2NDtkpTxMyfem3o0RFs0QHevWkZ51Xn88iB7pketxkw3bWl5vGZBok3LqmpIYQQQgghhHjT89c15AMfBT6B8RJOns+Ow24Jd/ZH4kD+TNcXZDsGPE5rfiiaYiAwfVbH4vIs6t+xjDt/tpeBcBKf20qO105rT1jFqEOxHIzOJndftYQ/HenhwIStKTkeOz6PldaeMMBpwA6Uj5/32rFZFXqHYgAqcBRYBZDtstLwyQv4yh8PMxBJ8cHKBA4LKIpC1aKl/P3jrfQNR+kZGQ+IZNKBkcGRHn1OVRhBj1WO0Y4pnQMRktNv1dkOrGA0q8XttFCU42JZoZsin4Nir537d7azNN/N125ciV2B7lCSt33jxamFVMEoplo29ovPbSXbY6dvKMoX37mcoViKlr4RtmSPMPZe2x+H33bZsSvwN1Uql22+gGdODPCZBw/O9JmHgeKW+trkTIPEG5NkagghhBBCCCHetPx1DQvufaqxHrgPuIrRTAQFKMp10dEbtulG0c7TjAY7JvI4rZQWuDGZTGpHb9geGe0WMh2f28b3nmsiOtoxJJHSsFsVcnz2UDCSGs9iuPuqGt63rpibNlTSG0xwrCeE12Ulx2envSfM6FfPuRiBixagAMBiVnA5LISMAqAvARsALIqJ+29fjyUeoDjZQ0Q10dBjw+9W6W09zff2DVHmVvj+7Rexq2WYnuC0gRkfRrZFFUbdjB2MbpdR0zqJZJrSfDfReMaMDUavHQBa3U5LUWG2k/beMEnAqZh4/kQ/JovC3uZhfru3i5Sm89UnGhkIZ4wnHGM0oKMoGC1o+8Kk0jpPHuvDZjbTn9C57bKVBEeGUVUVtwXW56SJp+HhTit9g8NcuLiEn+9on+nP5gS23bWl5vRMg8QbkwQ1hBBCCCGEEG9K/rqGa4FngY0Y9SrGleS7iCZUook0GIGOYoyil3bAM9bS1Gm30D0QZSSc3K1D5Uz3s1oUPE4rgcjkF/RIXH0xy21fbLMoRBMqVy4v4kvXrWTnjpcZ6Ovlxs0rSOo6fdEU7b0hpsQKnBgFLbuBHJMJPC4bwUjyBeCisUFXLi/izksWcfjQQdLpNFVujTybxm86rBw/dZqor5L409/FaVWoe98WlpT4eOnUQKbsiKmamFAIVE3rJFJnBjbsFmVikMPncVqshTlOW2d/ZLfHZSs0mTDvbRlmOJoi22tnJJwkmkzzcvMQIxk6tIw6PXbv8gIPgUiSWOKV9rLNAxEsNjNDYZXrN68ilYgTiRgdXSpcOpvK7bw8bOO+nR1E4qnZthj13LWl5snZHoZ441Fe7wUIIYQQQgghxGvNX9ewFnjwgoV5zguq8yads1kUbFYzg4EztmFsVhRyygvcgbICd3owGKetN0zSePGfOUVjdF5t8otzCtgKbGrvC+NxWcly2/jc25ZwovEUyWSSSCTCo1t3sqszyCc3+3HbLJmmzsLoUjKQSmmYFVMKuHDigCeO9vK/zzSyet0GKisrsVgsLPJqLOp/mVTV+WC2Edn4t/yqy8VXHt6Jqib50a3rWJDvnvVjTT0QS6TpGYpSVuDGZlH4+y2LOfHlt3HlcqPeqNthoSDHmdXeFzEnVe28LI/NPDASPzx2fTqt4bRn/JxTWQCyPDYwwUiGbA5N0/npjjbe+/0d5JUvZNk5K/H5fJjNZtasWo05Db1DUUrz3RTnOs+4foJL57Ig8cYjmRpCCCGEEEKINxV/XcM5wB+XlXhz7799A9euKkJNw942o8FFWYGbgUCc1JQshYJsB4XZTnM4lnJ0D0aVlKodApqBEqCLWTI1XA4LFrNC2GglegiIAWvGzodjKguKPawrstHfZnREGUrCz1ttXFea4AJ/LrdesoTnTgwwfGb2gg/YoUNfjs9eMhJKHhhd13g3kpdOD9I6FOPWy1eSnVdIY/cAT0VLMZ9+kXR2KY4TT7OsohDV6uJAZ5CtLQHMVgtOh4Usjw2P04rDZsaimNB0xgI0CYxtMJMYGRsaFUUePn6Rn+7mk9x04VKsNjNdkSSdfZETKVUrcDstOKwW03AoUYhRU+Sww2p22m2KMxJXZ/uSPagoFJbkumjvC5OpHKTdpmC1KrQORHlwVzsrK/O5fP1yfDm5PH9qhG88c4qUqjESTuJyWCjMcaKmtbFA1UQl9z7VeO9dW2pmLDgi3nikUKgQQgghhBBi3vPXNWQD5wLvAW7Pc9tsj316Ez2tpwgEAixbuZptTQG+8MfjeNw22nvD49f63FbyfA5iSZWewVim6XuARiZs98gkP8uBopgG+4Zjp4Dzp56/7cIqNi7I5n+3NXMVx2nr6uJI0SVcXZJmuc94yV65ajU7upJ85sEDUy8fq62xyF/ipaU7NLauE0ANRoBj3DvXlNAaTHCd30yyeR8HeqK05K3lYwtTOCzgdrtZuXYdH/jhLg50BLAo4LBbcNgs2KwKFrOCohjxEl3XUdM6yVSaRCpNPJEmqWo4rWa+etNKvvdiMxfRSOtAkJa8tXzh7Sv4rycb+y9enFfw2IkBmnuCBGOvJLrYLAol+e5Ea08ozcydYIYqijy5wUiSQOaaG7jsFnKz7HT0RcaPlWQ5uGPTAr7+5EliqfSk8VaLQkmeC03X6RqIoE2ObdS21Nf+cYb1iDegOeX8CCGEEEIIIcQbgb+uwQJcAFyGUcByCUaHjPF9FFaziR/euo6R/h56e3sBOLBnF6uXLKOiwE3vUBQAh02hKNeFpum090VQ09PWlyjG2IYxQOYuKe1Ak8ViOi+R0PIwCmxOcuHCPP7hysUc2LMLv97Pw6EiyCrHfnIbDmsB+KopKirC7PTyxUe3ZVrDi8AlGdZVjLHN5XngYsDksCkc6g3jsyhcd+FaeqqyqW5r5fk+nZ+22/l4jcbylWv414ePjXdeUTUjkyQcm7TL5hSwSFHAabfgsJlxO40OJIpiwmO3cN/ONpR0gie0BeBRcb30U1qLruEXH76hYHfLAE+fHuThj13Ixx/YxzEjEENS1VBM2DGyWfyAd8I9E0AfMJLrs/tM4A6Ek/bp/jDRhEqhefK2ku5AnC//8VjG8SlVo603TLbHTlWRl5FIkuFX2uNeBswpqOGvayjE2LJixvi/MfHnMPBcS33ttMVCxGtHghpCCCGEEEKIecFf13AF8CsybIeY6CvXrSDfqnLsxCvNLDRN4xvPnGRxjpuvvnMDn/rtIVKqRu9wjNgsHU1G5WJ0GxkLakSAfRgv5KuBCrOikEyf+R57ywVVfPFd57B7925isRi+zj2QvRksdjRdp6Wtjavffi3+ilLe/j8vMBg5IythK2cGNCayjp7f5XZYVhbmOB1dAxGaUxq133yRlz57BSZd4xLa6Wwz80wol9P7uvn9/s7ZPnM/sEjTIBJTiUwOePDHT23ClIzwzZ/9jpPeFWAykfKV0NnZRTQW45vPHOc8X5LEUCcPfXwTq77wxHhh0rSuY7UoS1Kq9jxGEMg3+myzjWdJRZbbRmtvKA5MKoqaiaIwNetiRiPhBMFwgpICN75iK92DUZIp7dKZrvHXNZiBd2C0Br6KmWtUDvnrGh4Bfgs81VJfO30fYPFnke0nQgghhBBCiHnBX9dwPfC7mcbcckEVn7m0igN7dpFOv7L14PCpNh5PVVOiRBg0Z3Pj2nL2tQzz0P6us1nCC8Bi4CjGVpfsiScrijz0DkVJpl55u75gYR7fu3kthw/sJRw2trz8sTHAkaAF24GHSS6/GmteKRv8+expGuLQaObEqCSwC9g08WBlkYfuwSgpVcPnsBCMG8EGr9NKfo4j3dEX0VKqZh0b/4HzK/nc25Zw7MghPDm51D3dQ1NPiEBk1kSC55khmOK0mnn5s5fx9V89wctdSWz7fkvi/A9QU+ijOnSCJ9UFXO9opPad1/NYY4iv/PH4+LXFuc6wmtaTA4F4xgBVZZHHCDy8ssZdGG1tBzACSjaMgJKjNN9VGounB4fDiXYgDSwESmf7cGNGC5sST6h6MJIsOPqFawYnnh/NyvgQcCez1FWZRgh4CLgfeLalvjY9y3hxFiRTQwghhBBCCDFfBGYb8OnLFzHc2zEpoNHU1ERDuBxsOj09XVxb1sliTeHmmzbitCo8sKtjLvfuw8jI8GFs+dg1+vt4dxCzYpoU0AD4l7cvYWigbzygEUjCSYqozTpBX3Upq2pMrLlkNXf8fJ9R7yHfRf9QFFWjHyNTYlJAAyCt6eR77Hzykmree14ln/3dIZ440UeO1057T8isamwHNo+N/9mONk4PRPjuzWsJxlI0d58kN8tJbLQ2xjRSGEGVaSkmCMdVDqfy+eQF0OzeyPh3yvMAACAASURBVIYN2Xz/YJjHUn5MnYd5oul5ihfU8H+fn5SosC0US23I8do9mebN8RoZLMHJQZcNGBkrF08dH4mruBwWF2EqJhw+DXRiFFJ1Y2SBlJLhHTgSV4l0hyjMcZhK8t3NW7617SOnOgJ/wHj2twA3kaELzFnwAh8c/enz1zU8AWzHCI51YPydgy31tZJx8CpIpoYQQgghhBBiXvDXNawDds80pjrfzX23r0cND3PqpJEZ8Mxzz7Gr+BqIh3HsfoDViyq44oorOG/jBdT/6RQ/29E2l9vv4Mzin/uApYATYEIBz3HlOU5+evsGiAc4ffI43z1tY0OOyrk5aXw+H+esXsv139nOydHCpTk+O9lum6Zquto/HLXFk5ODDllOK6v9OVy9rJCNBRAKDLM96OXBfZ209YYmbsHYz4TOKwCFXjs60B9K4LJbKMx1nrHeUW1AHKMA6U6MIqQVmQYWZDlYUOjBpGrahzf7o1csL/bcUf9D2tyLQUtjPfk8Jl3naNb4oxsPTGR6XhYFKoq8tE7+LGN2YQQ3JlEUqCw6c64MdIziqn0Y2RNpwINR1yMPwGkzP1qY67oyrWm2roGI6Wy2tPyZkhhZKP0Zfn7XUl979K+2knlGMjWEEEIIIYQQ88WsmRpNAxHe/o0XOfSFq2lpOoWqqpjLz4FIGFMqSnzjLQzbQyxeuoInjw38OQENgLVkLnY5rmM4xju+9SLfet8aDlOG2zLAuTlGFkn1woUc7gqNBzQAhoOJwHAwEfA4rZVFua6xYywt8nJpTQEf3FjJvU8d5cjpVgoDCZ7stdKSiHN5dS4/mvxSX8SUwqZ9oVe6lUYTKqFIkopCD+194YnXHcYIYIxtszgPozXtdowCrZO4XVb2NQ91pNNa8J+urln+yxcO0eNdhKXtAJrNhepfTwIrDKUBtjEl00IBJsYNSgs8DAbi09XHyPiMzyLwYMII0JRkONcOHI0l07WtPSFTTuZCon9JNoxMkqnbZkaAb/81FjBfzdYXWAghhBBCCCHeKGYNagCEEiq7mgaoXrwEt9vNiLucpY4oiieXa23NqL5S/v6xFv754Tl9+R3ECFpMZyXGNofh6QZEkmnu/MU+/nRyiPp3r8Hr9ZKbm4vV6eUffn1G69b9QGU4lqK1J4xLUVjjzyFtNhFNxtmzayeD7ado7OjlgZMJmiMKn1iictcVi/HaJ31nXQJ0Y2wjyWgwmEDTdQqyHWOH9gDVQNaUoU6MgMZWJmxJyfHaU2paC6RUreiKZUXLFbPCzw4HuMWfonbtAhyFVfS1thFNW1lQ6tWcdss6AK/dws3nV5JS03jcVuwWBbNiIsc3uu0kOu2Sp23/mk5rXLe2lCc+s5nqfPd0w2ZSATgwAh8MhxO09oZw2S1UFXuwWV63V+f/aKmvHXq9bj4fmO+5557Xew1CCCGEEEIIMat7n2pUgc/PZeyjB3tYW13Iqppqfnt0kA+syqM9kMLiy+HvLl+MqptpDSUwKyaiM3c/2QUsn+V2+UBntteePRJOmjINKC900z0UpXUgxvsvW0N+QSF3/mwfR7uDU4dGgMKxX7753tW8u8ZFbrSLXT0J/tih0TsSJmbLIRSN8XZ7K1k+Ly63m5wsLy+emlTjsgijFWzVdAsPRVMU5jjR0VsSSW0xxov9dKowakCcBPpL8l0lXX1hp6Zj7hqJsqcrxD9ftZiFOXY2bTiXn+3rozvpJJpQtXgi3Vyc5yq0WRXuefsSbtlYgUlR6AomuP/W9WxZXsjO9gDtPWFmKJCQYELr3olK7UmsqQD5kVY+//4r+NGLLajaWZda6MdoDwyArhvPR1U1ivNc2G3mMzrA/IWFgJvu2lLzV73pfCNBDSGEEEIIIcS8cNeWmvS9TzXWMYdt9Kqm03Coh++90IzDbuUTV62i2K7y8Kk4i7Ruajeew+neMB3BOLk+O7G4SvrMl+BdZNhykYnNouS6nVY1EEn2MmWbREG2Ax0YCiZo7Avz7Il+XmwaYmvjwNRp0hgdVcY/X3cgznXrqhjq6cDvSnOis5+YuwgUK7qmEowlWFrsIx4Ocs35K/j1nk6iyUnNNSoxtpQUTbf2cFw9VpzrXhyJpcza7IGAbKAsP9uRRCd7rINKeZGX3qEYJ3sjvGP9Yv7zTyfpCicYCScBtqppfe1IOMnCYi/H+iNYB05Tk2tl90Cat1W7+fenm7jjQj9FPgf726dNyNEA+9SDJVoP7pEmhlxlHH369/QlrbzYc9YBDR3j73bG/ClVYyScxO2wUpjjJJXWSE1fYBWXzcxXrjuHgXCSnuCf1cn14Zb62gf+nAneCiSoIYQQQgghhJg37n2q8VMYxR3nxGk3Y7cq3LetlfdduJgdbcMsrywikjbzxYbjBCMp1LRGSZ4Lq0UhGp/0pXiICTUpZuKwm7FbzeZQNBXGqGWRA2C3KeT6HHT0RcbHDoSTNA9EMk3TgtG2dFz7cIyKPBe/b0ryYr9CvlUjONCNbnXiOvwIjkXreSng4WjYhqbD0e4QQ5FJTUtMGEU/HWQOBh3QNL06lUpbi/NcY0GIWRXlOLO6ByInNZ28qmIPwUiKQCRJdyDOj19q5VhPCLfTCtCVTGnLAKXQa+f3H91ItL+LX7WaiEfDtATTvLR7H2nFxuV5Ua5Zt5jLlxXxQuMgkWQaZfTZup1WfC6rLdtjM+V47UZBVa/xk5XlI2H1giubZP5CGuNOsnxO3E4rVouCpumZAlZTnWRClkYmkbhKNK5SmOvE67ISjqXI1HfjrisWc+3yXG7cUMma8mz2dwTG2+6epf+4a0vNoVdz4VuJdD8RQgghhBBCzBv+uoYTGF055qQwx0Fa0xkMJLCZFW7ZVEXLSIxdjYMEYpNrN5Tku7BbzHQPRXoSSe0wsGWu98n22HHYFHqGYmAUdzwMbPaXeOkdihJLpGeewLAHWDf2S16WHa/LhtWs8OmL/LgGTqBpGt85AQlV48PVSbZcdTXRZJr/frqRbc3DWMwmUqrGcDgxdavE88AlU+63H1jCaPeW/CwHTruZ9r6MAZdxeVl2bBYz3YPRrvJCd1EimTb3j5yZkZCf5dDMZlOodyiWBfDAhzaQqwdpa2kmqsJ9p00E0xbQwdJ9mILKatI2Dwks6CaFYFxFVTXSmoaa1kmqaVIpTY0n05axVrR5bhvfvsrHvzUcIe3KwzzYTFfUSjjLj9thxWm3YLeZMSvGriA1rRFPpInG1anbjjK2i51OjsdOttfGSDiJSdP5fO1SfrCtheFIkif/7iL27HyZVCpFRWUVZRWVPLCznf95+hShmbc6TZQGCqWexuyk+4kQQgghhBBiPplTsdAxDpuF7sEoAMm0xg+2NrOgxEsodmYxyu6BaLfHaR0qzXOviMRTxX3D8QQZtiNkYrGYUNPjXxhnA5tL8l3DsYTqjSXSc33vitssCgU5TmwWhVhCpaM3hKqB22qmtLyC9rZWVLODRcU+4kXZXPa1rfSHJ3fn8Dqt5HrtFGY7SaTSDAXjxJPaxRiBlnNGh+3FqBUyXkNjIBCnvMBNQbaDsSBFrtvG+8+rZNupAQ50jKDr4HPZaO0NUZznLNV1wv0j8SSQO/XDROPqobxsx2qAK5cXsbYyh+0vHgHAZYFl3c+yI+disNrRTGAZ6eTiFdUsLrRx7pq1vOvb22k5M6MlPPp8ARiMJGnocWMvrcHWsouB0jUEe6OgGfUwQlOKjrodFlwOC7lZdgrNTgDSmk4qlV4eialEYinm0kxlOJwgEE1QkuemwGunxG3ilx/agNfl4OSp0yQSxt+ktaWZ7q5OrqheyI3/51I+//AR/nCwew534AUJaMyNBDWEEEIIIYQQ84nzbAYriumM+gfhWIq8CS/uGNszdgAXhGOpknAsRUmeC3+J19IzGCGePPM112QCu0UhnjLOWcwK8QnfwjvtFuxWc05Ld+g4xlaUaWtaAGR7bGR77et1XWcknCQwZRvIVx47ycMf34jZbCZ9updoPMXnHjpMpl0VoVhqPGiT7bFRmONCUUymeDJdPRSIx5OqthvYQIaATUd/BH+Jl1hCZX1FDndeUs3SfDu3bSxD1RXe8Z3txJIqOV4jW6OtN+zByEzZidH+dUx/NKFWF45mSGxrHODRg91cd/EloOscOnSQrPJFmKI6pqE2FKuTjfkqb9u4kvLiQm778c7ptujEmBDUAPjFjlYqirw0U0MlCg6bkvFvBsYWksiUrSAOm4LbafX4PDbyRjvBaJqRGRJLpIlEk2QqoaFp0Nkf4X3nlvGfW9sptzdx81IHkdCk1rokk0lOHT/GkuUKayuz5xrUeGQug4S0dBVCCCGEEEL8FfjrGsz+uoZpW3KehezZhxjsNqOewlSDwTgeo94DQBtGR49LANvYwe7BKP3DsdbiPDdFuZPjKBbFxHdvXssLd19KeY5z/NjE4ElxrpMu46V8KUbHjq0YWwomzAPFeU4WlHhxOSz0DEaPtfaEzwhoAJzuD/ObPZ2cijqIp9Ls7whkDGhMNRJO0tYbpq07RDKVdpUWuE3+Eu/mgmyHXZnmbbCjL0JxnptbNlZQ5Uxy/Ohhmk8ew24xk+21E42reF022nrDY5dkYwQ0nofx5iWNTCiYGkul+cffHOKO+3bz1SdOUrJgCY3eFax2hVmnnsBatADzoo2Y7B4u+uozPHeif7qPdMY+l2yvg/BoEGcknCAv66ziXsST2snBQMLR2R+hpTtES3eIrsEo8YSGy26hrNCDv8SLv9hLab6LHK8dl83M925eww3nlnGsK8S3370MdI0v705weCTzfRKJJNetKZ1ry1kJasyR1NQQQgghhBBC/EX56xpKgV9gvPj+CXgYeLSlvvaM9h9zmKufORbvzM92YAIy1XsoL3SnQ9FUYyCcrASmC7a8BFxYlOvEabfQMxhF13S+/8FzWZilEBwZIquonOu+vR2Hy0r3YJSUqlGa7yKZ0hgInHHfRiDmcVpX5frsKIqJUCTJYHB8+0gTUD3TZ1IU8Bd7CUZSmeafzUmgxqxArs+B22lF13VC0RQjwcT4tossp5X/+55VfPfFFu6siqCgoSgK2+OF7O+OMBhJ0tobQsucDPEURmZKDMgpL3CvyFDfA6/DTFWxj/vfv4rTJ44xEEnx3ZMm+oeidGX4e01wHCNQNK6q2EPnQBR1NKi0oMRLc3co07XTmVM9DUUBj8OK02HBZbeQ67ahmEwU+RzkEqXUEsWlaDzcbcdh1rmxPElfWxNtbW1UVlaybNkyNm3ezE3ffZm9bcMz3epoS33tirP5AG9lsv1ECCGEEEII8Rfjr2u4CvgZr3T1uG70R/PXNbwAPITRurJ5jlPO9R0m5rJbLP3DsU6MLiYakMD4pt8+GIivKch2Ls2UFTGBCtA7FMNhUyjJc3NOiZcKd5pjhw+h6zomk4lf33k+t/9iPylVwzPacaNrIDppIkWBPJ9jscdpRdX06GAg3hWJq4smDBlgloAGGNtaNB3Sr+7L6SBAWjMCPf0jcawWhVyfncoSL5qmE4wkuag6l6XZCgsdce5vsXCbP0lc1Xi5PYSm6yzIctI/FCOcueilnQnFThOpdMDrtMYiMTWLCVuHvB47nYNR7v79Mb52w0qWW0w82HKAgNMKmYMaYYxCqsroPFWM/mIymcYDGgCxpEquz85QMJFpnqnaGf07z0bTIBhNERyt09FnM/Old60g1+fgyQNNbO23Ekob221SKfj2aTtKl4798CGOHTsGQEFhEfffvp6H9nfy1SdOEoxlvPUf5rIeYZBMDSGEEEIIIcRrzl/XYAe+CNyN0VZ0NkeAZzBqMxwEGlvqa2MZ5g1jbOfIJIjR0aMIWDLbN/b+Ei8d/ZFJL8RTvABcBKCY4IEPn8cjBzs42B2mtjjJQo9xXdWChfyfZ3v5yPmVfP35Jlp7w+NzOu1m8rIcWM0K4ViKwWB8YoZDD0b2hhvjpX3WbIG8LDtup5VgODnn9qujJhYJzchhM5Prs5PntZNnN7HKHWX3sAVvaoTBSJKAq4iPrclmw6JSKorzueeRw/zkpdap0/QAxRPnLMh20t4XHhpdg1dRWF1V5FXG/ja5bhsXLy7gof2dFGQ7sFnNdPZHwMhcGStAsZzRNrkYAartQEmO115tt5npGXwliGQxK5QXumk5828fAJox/p/EMAIjSzFqgowA/lmeYUYb/Dk88OGN7N2zm0AggKbBqbDCH9p1VJMV19NfB2DlypVceumlWK1Wzl1/Hl97uon7t5/x/AA2tdTXvvRq1vJWJJkaQgghhBBCiNeMv67BBLwD+Bpn0XoVWDH6M3GuLowtINsxunWMALswajV4Mbah5AAHgChGhsDFAFaLgjbLF7iBcJKCLAd9wzFuWlfOxy+p5tMPHmB/+3hRhPKJ4x0WM3esyWOrMsjvO+0U2TWuL0vS2nwadDe/O9TFu1eV8NMXW0mi43Pb0DSd4WAiY7cVjJf/sQDA7rk8JLvVjK7pGWuFzGLWnrLxZJq/WVPGjStz+d1Lh9gxaGE4qdOnZYNTwXr8afqtJRyPVaOwhkjyjClPYLSInTSn2WwCozvKxQDFua5YOJYaxAg+WYciSR7a3wkYGSSVRR41L8vRPxiIV5M5e0UBNgH43NbEwEj8GBO64qhpDXTOd9rNR2OJdHh0fDGwCFgzOmwXr2xjyQYiQD+vZBTNWUWui3A0RiAQwOfzsTfi4bG+YRbb+jgeN+JvFouFyspKAJxOJyoKv9nTkWm6AEbRWjFHEtQQQgghhBBCvCb8dQ0W4P8Bf/saTVkK3Dj6A8aL6IYpY8JACrhw4kGf20os8/aIccOhBDUVWTxw6zrsJpV4qJ973rGU677z8tiQBRhZI6s0HT7ww1387mMbuXB5NSX20zzea+V/TztYa2onmrLSm4xyGI3CfBehaJLeoQjRxFwahAKwnjlkU1jMRrDmLLefTO1MMq1rVhTS0XqSJR6VJR64f3cH3e5q0DVS1RfyVDDADUkTuTnZPHt8/9TLB6cesJonJ+kogN1qdnYNRMsxsjpOAht5pUjrno7e8MKqEm9JJJactovJ+Hwmkz0SV9dMPT4cTpDrc5w7mvEx1V7O/H9UBrRgZHBUznjTKY51B+kNq+QvWsXXnm9F0yN85z1rSAYH+XRDMytXrqSyspLqaiM+U7VwMf/5+EmiZwaFAEZa6mtnDUCJV0j3EyGEEEIIIcSfxV/XUOWva/gXjBfUjAGNlWVZWJS57EKZVgpjC8JUHoyAwNaJB112C6Ho9EGNTYvy+NNnNrOy2MMvXjzK4f17OH36NBXZdi6tmfRlvY3RmguhhMp7v78TR04hVf4q3l6SYpXezvZEMZrJTCyRxhFop/7SfJ696xIO/ds1491R5mjW/STK6DM8i0yNNFA418ED4SRlZWV0xRW+fdpOzFsG6RSoCTwv/YgCt4Vfdzq59ed7wWya+kJpnvjLO1eXcvQLV1OV6+Ttq0ooz3FSkOsc71SCkT1xMUY9kW0Y3VPO1SC7ezBCSZ57xhdWn8tKcpqtQ4FwEpsl49Uq03fQ8WNkAB2Y4bZnONYd4gP37eaf/tjIskIPL5/s57pvb2dXHzgcDj7wwQ+ycOFCABRFwe1ycWlNHiVZjkzT9ZzNvQWY77nnntd7DUIIIYQQQoh5yF/XUHnvU43fAX4AXM4rNQ/GlWQ5+MZ7V1H39mWY0Hm5aejV3m4/o8UhMzCNntsKVACmPJ8jY9eTAq+d+25fz80byhjuasYW6ePxLoXzco0AiJpMcOW5i/npjraxS/Ixamv4ARLpNE+c6KcxrPBMj4nupBWt+zh48kDTCKfNZGlhgr0dxGJxPnjJch452D3dt/JTlWBsQymdbkC2144OhKIp0nMLbLwErJrLQIDBcJIdPXH2Dpu5Y30J5niQYFxF13U2Li7lisV5nJ+vcePm1URUnaCaxuuyoaOTSGmtTMhy+McrF6EFeugYieGyW/nv96zmqcYBblpdQkLV6Q0lGE048Y5eVwRYAXJcNtKaTk6Wg0Akc6ynINtJIJycNrDhtFuwWhXiiUnP/gVg7QyPwImxBeUFjP9TM0biHDYz5YUedB1ae8LsbTW2LsVSaZ463ofbaeWiZZUsXVBBT3cXuq7T3dWJP9/Dp65ZxXMn++kPTSpo2nDXlppHZ7qnmEy2nwghhBBCCCHOyug2k09jFAKdrmgnAN/7wLl4tRAvb9/OHZs38ND+bpoHMm4JmM1c+pdeDOy2KCzT9czrctnMrC7P5qUXt5FKpcizg1XRaY4oLHBr9Pf3U1Lh59pVpTxyoAsAn9t6sddli1gtihsd4kmV1SVe3v+2an79qwf5U+MzhO0eLOF+li2q5KEuL5ZuuGygkyvMZn714fO5/rvbGYlmrKsx0djWhxjQhlFDJAnoABaLYgfWKCaTruscxujmYsIonJnE6DxiGh2vYmSZlDNHWR4breEEob4wPquZ2nOruX9/P3duyuHpxkGGkw4gRTqdprvxEHdduo77tzXjtJvJ9TnIz3Ken0ilGQrGSaU0LlxUwO4djZQpKs/0JvjK73dS47NyZYWZ96xdSTAJl//XeIKNCoynLvzk1nUsLvbxyV/tpzzbia5qbKjK4fmT/RzsDKDrRt2UcOZaJQAMBOKU5bsZfqULShtw/hwehRm4BKN4rZVpasOU5LkYK1IazxC0sigmkmmNxr4IeaZXYiPpdJqhgX4KS8ppHYxOveyxOaxPTCCZGkIIIYQQQog589c1rAceAW7llToIGWU5rVyxrBBbMsjg4CDoGpeu9POrPZ1ne9soxrf4M95vVGm21x7SQQnHUmd8iRuIpViQ72ZRkZeR4WEAbCadrd0aocPPoaoaLTELwziIpDWyvXbMiskUjqWivUMxy0g4qYRjKoc7A1y7toIF5SWYFROm8ACB8g18cLmHD1y0HIca5vEOnSeaIxRlOYkn05zOXN9hopcwiqVaMTJEyjGyBaqAKrfdUm61KBazYrKMBBOluhEAqcDYsrCZV36vxMgsqcAosurByIbIyGZRKCt0Y7codPSHicRVhqMpvrv1NFarGbfDxRp/Abv7krx/83Kys7IoKirkudMBnjjah5rWCUVTDIcSTSYTuXk+B/nZTk73h3CnghTbdZ7rV+iL6ZyXOoFF0dHTKYbSDn67r2tsGScZLdKZ77HxD1fWsP3FF7iw3MFznSk+eslCrl9VxNuWF/LxyxbjsCm0jsSJxVKk0joOq4I6JXNF03SyPDZiCZW0UTW2DaN2xv9n703D6zrL89/fWnvtedAeNEuWZdmWbdmOhxjHiRNnMhkwAQqFAoFymPunUELLadMBSgdK2p5/CRQo81QgaWiBkIkkTuIkdhzH8TxblrStWdrzPK3hfFiSvLW1ZZueD+dcp+/vunxFew3vftfaKx/eez3PfV8tzZitKq9QVYHidVrpaHJTKGuMR/OoWv2KGZtVxmW38gc3LsNts5DLpKlUTBGmt289X34+zKHhRPUpw8Cn7tvZe9VGLAIhaggEAoFAIBAIBIKroPv+J3wP7u7/J+A7LNIe4bDKbF/RyO9v6+Lzb17Nn7xxFVatwPjoMKqqkslkWNXTRSyvcWZy8ajVOrwKrLzag4M+hyubq2TLqj4MhGr3nxhL8Yd3rGdqcgJN08iND3Co3MiYvYMzeoiRZJmNnX4abDb2nouQyVcoVXQHsI+ZFpiSqvP48QnuvWkVHa1NtDS4eD1l5y3X9XE2WuHOTT1s9BTYtnopX385zGimhCRJdd/oz5DAvK/2xQ7wuc2WDJvVQuJSnKuO6TeyoPWnatzVwAnMdBI34Jrd2RpyEvA5iKaKRFNz7SAz+1zE0iX29kd56uQUsmIhHCthc7pwuZx8Y88gY8m51N1xYGmpopPKlfno9d0YaoGnRwwORKGkyxjxUSb2P0YoFGLtNZv4j2NRjo/OhZacYqbF503r21gXkolMTVIsFFjmLPPNIylc8UGSU6MkotPsnahw0/Ig/3bvFt62sZ3P37OOSKbEibEU1UiYFSiZfOUlrq5KoxYZU9B4UZZZ2tnklpwOhbFonuwVKm/sNgt2m4XvvjiEpNi454Z12O0OnA47sjvIn/7iBDV+r58KP7DryH9jjv+jEe0nAoFAIBAIBAKBYI7u+5/wYCZlDGMaOGaAe4CvcYW33H/7lj52rgoRm54kMXye8IkUhmEwODjI8PAwXV1deL1evvg71/LKQIzJ9NV0lGBgVhxcNVZFJlOo+DErHo5Q46Ewniryi8NjbFuylJPn+nmsMGPVodhRhg/R60xy7ZZ7uPe6jTx6bLzaD+MaYALT+4JEvsLvfusAj37ienoUhRsp8c97wuw5Pc31y0M89NFt/O1jpzgyGEeRJZqDTvweL5l8hWhqwbWfYCbydDFsVplMvoLHaa3evA+46TKnzTqVrp/5rw4c9ntsvoDXvjxbqEjhiYUCkyybSSuZqoW7pus8emx8sSjSC1SJXfdc08rYhRhb7EUe3XuUs6HrwBMivf3j/LJo4ei+Kc6Mp3E7FHJFFarEpzetbSaTiM4NHLLD7U1lfjrs4H/1FCkUCgwlDe4MDvPK3jGCwSC0bGRLd4DDwwnOVF1PMlsm6HNoV7hHVyTgs9/s99iNVKY0Ec+U+jHX0t1cxv9EscjoukFZ0/nWS4M88voIn31jL7+3dQ0f+uHBWk+UQ8BP/5/M8X8qQtQQCAQCgUAgEAgEAHTf/4QEfBt4T82uQ5gtIJfl+FiGN7QqhIeG5rYNDg7y83QneJo5ftD0T2ht7+Dv39bHR358+Gqm9Spw/VVeQm1ahhvomZm7q3rH6lYvr1wc5ZEhB722Kc4OT6EZBnrjMk75AmyOZ2hLJvjYTct48LkLs6c1AAPMiBoAkUyJd37rAM985iYqZ/oJJ8zKhf0DMVZ/7imKFbOTQNUNxqN5ZNk0uFzW5iVfUokkC+g645ixIsVwswAAIABJREFUppfFqsgUiqo5C5M8ZhXG5fDUjCG3hVybDWBkOldRNf0Ipp/Fxup71OR3LqhEKJQ0fC4rsfQ8Y8tZ5u5JV9BFg1PhTDoNwGjTZqRsAmX4EM7Jk7zlbW/H17uKg0NxAl47TQGnAazTdQNV0xnNlIklovirslTW+3WG8hqPjNm4tamMTTKwyaY/RSQS4cCBA1zT0srPPrQFzZA4NZHmC78+zVAsf6JYVvsCXrucyNSd92WxKTJtjS5UzeDiZFrSddqqrxWzbWYS8zmb519ikSU0/VInSSJf4S8fPcU/PHWW3MKKnT8JP7BLtJ38NxDtJwKBQCAQCAQCgQCAB3f3bwW+UmdXO+ab9ANAFtPvYQG5ksoHblzJ+OhccghPXsiQxg52N1pDB+ekNoam07x9ywpeC8eZqr9AribFbxFJ6vPYkGWpekHuwBRG5pJTLLKEZJV55WKG9y4psqHZQV6TSNtDvMUfIRQK8eiEnUI6wR/v2sx3Xhqkcsk3oQ0ziaV1dkOmqPKNPQMcGk7idduoqBqqZizweAAwDMgVVJLZMk6bQnPAidtp1QvFivtKYSYBr514poTfaydptp+8Qv2Y22p0ZsSKloCTUIODeKpEJFlENwwLZvXNEkxh4yCQAxqb/U7Go/N1LN0w7286t6Dt4hCwbvbDXetauWlFEENTeTxcoqDLNFpKWJ1ublu3lFtuuYVTUZWnT06RzldIZsv7k9nyklxJpTvkQjN09o6XeSVm5bW4wtm0zFRRZplT41zWwrmEiiM9hq84TSBgdt2USiUS8RjjoyNkkjFu2rSGdFEd2D8Y6ymVNWuj30Eqe8XE3Hk0z9yvSKpILFXKGUZdT5cQ5rPlA8aAM8yIGx6nFcOAfGl+tHBloQfHq+EHdn3ut5qcYA5RqSEQCAQCgUAgEAhmqStWVDHrSfAqps/AvNL7gUgOAwmn04kkSfj8fiJ+B7693yPTdze2xDB3rPAzblnDJ35+lIym43Nb6y2SZxmmarF8NbgdSr1EjLn2FZsi097kZjxZ5Ju/u5ZsNsvYcJhrlwY5P2Lnhht68Pj8bB2b5Af9Bh/52aF6b9UX7ZtJZUsEfQ7GrmwKqkdTxYvRVHE04LXf2NniRdV0phMFypWremEfBbZcxXEBr9NKo99BvqgyVKfVZAYncANA0GePlVVdxlykr2Um1rRQUlEsznrnziuQ+fXRccqqzuauBk6mbXz5Lb08cWyU85EsPS15fMFGnnnm5ILzVVXn7de0cX2zxsXwNABlHcI5mXDewusphYKqUdYdSGWZJ/YdZhfQ09MzbzJ+vx+Aj9y4dPnda5t56tQUj52exm6VKV3FvXXaFVqCTgqleferwBWSfjAFog5MkcdpkaW+UvmqfsvvXc1BgvoIUUMgEAgEAoFAIBDM0nDlQwCzVSKH6eewvXrH/sEYt229jnxZ46+fPINdsTLdfgPG0Gms1+7kuusayMan+dO73sBXXx5hd3+UkM9BsawRSxUpq/MWgUNUpU5cDTarhXR0QadMN3Ag4LNf53fbmIoXmIjk+NJuKzf0hLhu+Uo8UxMY40WU4BJURWbNmiC+obO8Gk6wrM3LdLJArjD3xn0dZgWEXPtF6VyFkM9Ru3mWJKZ3hhuzbWQZ0JXIlJKJTCngc1tpD7nRDYNIskih6g2/opj+DPKlZNAzXMEnQrHImbZGl1cCRiM5KurVdTf43LbQqCnKBIAp4Cxme0oDhum3UdVVcY4az5JCReOXR8Y4MpEmlipy/6PnWdPupWhxsO3GLYDEkZFk9SmrZv+4o6+FiaFzcztsMvR6dXq9OnkV/u28DIaBEgtTWP8WflW0c+20hesbVWwzv0ZLayuDQ0MMDgzg9/t507JGHLZWzkZ83LjUz29OTbP3QrTaK2WOjiY3VovMRDRXK4AUFhy8ONcCWCxyVkeNc/lnuAA88luMLahBMowr1DgJBAKBQCAQCASC/xF03//Ex4Fv/panvQjcPPuhyWPH57QyFMuytMU7rzKgt93HqjYvf3PnCo6NZbn/lyfn2k8CHjs+jxUJiXS+bCTTpb06aMAtv81ketp9vLWvhZ8fGmV0xt9CBjpbPGXdMGzj0zmql6oOq8y+P72VTLHCxx45xvmRFE6rhYqmz7WPWBWZjkY3pYrGRGxOMLkArKg3h/ZGF7miWt3ucByzbeda6qeb7MWMZAXMapNQgwNJgmSmzOpmD0EpRbxo8L41Tv7ltKwPTWQMwFJnLACa/A48LqsRSxWly1TCLMBpV2jyOxieytbuSgEH2htd1xbLWjlu/m4ypqfEAnGlOeDAIstz90uRJdqb3BgVjYDLVp16ksZs3QDgn9+xjrvWtZEvFEnHI8SiETKZDEUVvht20K1Ncbrsw7nnayiKwvVvvIcLjh7GCjJBm86NjSofeNNNHDt6lFTqUhKKqsPXB508cHOQ5tYOmoMNbPzbZ0jmK3jsCrIiEfI5SOfLxFJ1W6IW/b0Xo7PZTSxVolBSX8H03Gitc9hPwg/sev9vM65gPkLUEAgEAoFAIBAIBAB03//EnwL/+N849SVqkjs6mtzkSyqJGs+MNV1+Qg6Fveej1MOqyFONDQ6Hw2ZpUDW9FE+X7DPpGJfFa1e485o2yobOX9/ezcHRHH/w06O4nQrNfifJbJlEpvQydRbgfpeVdKFCZ7OHyVi+tlpkjuaAA5fDymQsR7Gsv8JMu0YtDptcagm6jYuTmYOYVSJXSm85DGyu3Wi3yqxfGqBcqVBITCElRvEN7SV7y6f0T960Qv7nZ85zMTa/KsXtVGjyOymWVSZjhQjQdIXvnseSFg/xVJFF7nnY41S6Gzz26vaaUcxWmI2zG5w2Cy0hF7WpKt1t3gXbMFtc5qXqWGSJzV1+7lrbwgduWMa+Vw/w5eMqG/0qa3waPxuSWTfxHF1dXXOtJ7oOx9MWDqVsVFDothfZ0VjBVdWb8NCwjW63xk0tEr1r1hEM+jk2kuTbrw6jajpbOhp4ZSDG6+FEPT+UU5itOFdNV8u85ykHvI75zFTH19wefmDX87/NuIL5iPYTgUAgEAgEAoFAMMvVtp/UsoMqYcOmyFgVmURk4Rvvock0hdCi1gT7Kqp+zUQs7wXwOBV7qMFRaQpI1nyxQixVRKvRGxxWmQ/e0M3/urmHv378JO1ynmNHDnP91m2sbPdRMYzq1otNmIvweSkVyRlT0Yqq47BbFhU1phNFHLYyrSE3xZK6fDK+oCNhCBgulvW1kkSjLHOTfnUdHxuABGa7xxylik6z00o0FyPvacTIxiiWVWRDl69f4uLTt63gj39+HDBbQjoa3UiyxHgkN3sN0oJvquHapQGm0kVGEwUUWcIiS4sJGqeAtdmCSqN/nq9G58y/A5jPz+qWkIvJ2BU9RWZZcBM13eBgOMHBcIKgy8rD5y3cujLAezc28/pUifb0GPdsuYdM5pJAIsuw0a/xvhuXEy9ofPvlC3x3yIFbMdgWrLC2QefmpjKPjtu5PlTi5LGj7IlaOZFWuLvbxrUBnVCjzO9t6sPtcvLwa8P8/ZPnqqe14GHe0NnAYCRHplRfdJMlCfXSs+TGrGgqYbbzJDDTaw5d7Y0S1EeIGgKBQCAQCAQCgWCW/66oAaag8TKwvTXkkqPJ+hYExbJOuaLR2OAgmprz24xilvfP8+fIFlSyhex+GXYEGxwsafGi6wapXJl8ocK739DFH+9cQSad5OTRQwzFNHZ0F5nMwQd/doTVbV4eOzRWPaQHCGManC7wwyhVNBw2y+WMSymWdcITGTqa3NbuNm95Ipo7XqroBmY1xrKZf+QKprdGJLmop2g1FuAkVVUksgzNARdnY3mub/Nz6j+/Tvb6D6F4A2iSQf/5c+xYuwGAxgYHXpeVRKY0m4pyVTitFn7y4a1omkY0W+avnjhDPFtGlsykkxri1R9koEavuQ6go8mdKZTUYrGs+6jfalPLZW/Qgy8PUSiquCWJgMvOTw+NsqHTT8/ybsZGRwi1tFPMpYlFo2SzWXwNDUQiF3hzewWocD4jsy9mZfe0RLdLo6Rq/Hz/WcaD62h2Sny8u4BDKZDJYIokQ0N0dnayvMlfO5V5/TgfuXEZf/XmPopllZOjSR4/OcXuM1NzLU8ASAvuETP3pDqG96Xu+594f/iBXcev4l4J6iBEDYFAIBAIBAKBQDDLVYsaq1q83HNNKz99bYSJS+LETV6XdViSaMsWVOti545H8yxr85LMFCuqzn7M1oVti81JB6KpItFUEYdNpqfVh2KRSZXLPPvqYQJGjgsXBimWV/LiUIp+Wnh7j4UP37WRF05OkZ3/Jn0dNR4Ws5TKGi7f1azDOTEWyS1zOxVbe6N7SypXJl7TZhNLF+lq8V6tqAFmVCyyTK416NIcNsWVLVSmB8fTE7/40G0bjzR9zPKDw1NUrn8XqlUhk8lwbDTJig4fudKiqSaXrdS4YUWIeDLF6WOHGZuYIprp5NNrYPuH38hPXr3IPz19fvbQMnDN7IdSRcNTJ7XG41RQLJJ3LFLwYnplHMBs2QgBYNQVQxZVYbpaPOQKKtFUkeeTRZ4/O01ryMnBoTgP++y8aV0PBUPiQCTPXWs3YLNIOBx2YrHY3BimyWiJogpPDuYoaQ0M+jcgx4bpbVZxKB0LvtflC/Dk/qnazfMejF3rmjly5AiJRIJgMMgHNjXx2TeuIJot8djxSf73s/2LXVYt1wCvd9//xJ8AXws/sEv4Q/yWCFFDIBAIBAKBQCAQzLJobMcsyxrd/OkdK7lpZSNWGbobXXzyoWNz+0MNjq6JaE7DbEfZBHjrDJNNZcvTbY2ezpHp7I46+6tZj1klEASzUuId61rZudzJj18+y39cUCipCsWIAwJwOq2wq+Est/fdzePHxmoFjVm6MN+8e6o3FooqTYG6kaXVHANWAq5cQWWokKGz2Y3HaWU0kp1LBdF10HVjLka0rcHBH922nJf6Yzx1cnLBoLLMiragK2GzWgLpfJlxM8GlHWj/9fFJtnV08J5yha/027Dk83znnIxxMczm9gYeOTiy2FwXVKNUc1dfM5lElMHBQR69UEB3lPnOC4+TT8XoWzuvaOYwVaJTrlDB45wvashAk9/JyCWvDR9m9c4eYCuQ0A0j6LAr5/IlNc8lkSCC6Tcxryepq8VDvqRWV/MAYLXITKYK/Muz/fxLlXDw+V+fTn3y1hWRj9+4ZIXFYkFV5//uDgUqiQlwOUE3kHJxXi6tZm+/g6BNp8+nsaFBw2qRaG4MsefsvMjZClV+Gl67wpp2P/sGjqHrOpFIhEgkwgUgEAjwqdu3sKHTx989e+Fyt3/eZQFfBe7uvv+JD4Yf2LVAUREsjhA1BAKBQCAQCAQCwSyL9l10Bpz8n29cye1rWhgbuchr+/cBcOeOm+ltGeD8VJaA105F1SlVdAvmgjaN6RngBaYxX9IHgVXxTKnH47LidirVUan1kDH9HOZaM77+4iC/t/VmtrZYKWkqhyIVCHaDBMqZ3Ux3NjA6HObma7fS4LSSKiy4rC5gP3B99carsL84zYygUb1xdDqHz21laYuXWLo4t9hP58q0Bl18+Lou3rG5g1hkmjf29fH82WlKM14LsgwtQRcOq4VsoZIfi+YDtV+qyBKTmoPHBnKoJR3V5qKkqjhKZc7HTAPORVgwVjUPHZvgJ6pKodSLvsQCxTSFjo0MhC9ywFhZfehcxcf6jgaG43ls1vnBK+3NbpK5crWHxCyemfvlqmg6iiJtXOhOQQYzHtgObOlq8VAoqUTrVLlYLDKl0oIo1gmg8vjx8RXr2j3cuHUb+UKRVDzC9OQk+XyeCxmZMf8aPHu/T3br+3Bf2MOdy+10d/dwMi1zMq2wL2bFZpHYUzhHqjjvmTlJVWztjSsbicQT6HUMUxKJBHv27GFNXx82y2U1pXrcjVm18abwA7tO/LYn/0/F8oUvfOH/7TkIBAKBQCAQCASC/w/w4O7+OzFjR+fR4Xey7/7b8Og5Thw7QiIRxzAMDMMg1NyMaljYNxCjLeRiNJKlKmDRjulhsRFTSFgKNDMTRVooqbSFXHM+EMsa3Xx+1xqiuXJ1SwuAAfjBFAGcToVnzkU4nJBRJJ1rjFEiL/+ccts6tNbVuAJNrGyQ8Pp8+Nwu9g3EqMMSzGqSpdUb/V777HyKwDAwCAzMXIcHs3piAaWKTjpfpjngwuu2gm7wsRu7GcuW+fB6D+fOnGJ6agq/P4BhsXFsNElbyEXI5yBXVJmI5ckX1aPAUkUGn9tO0Gcn1OBgKFng8EiCQipO+fw+9MBSHHu+xjXuLP/66Xv56rPnmUoWSWbL9f6lk9myvXZ7i9vOLz5+Pc+fCFPRdSqVCrZjv0ZfsolRfx+D8TylioqqGRXM9hGbz6nw3B/fzEduXMaTZ6Z44b4drG3zkiipZEoaUwuNU8GswHCAmYoiyxKFhaKEfeb5aO9q8RRKZU2fThbrvoD3e+0kFvqGDAG9yUKFx09M8q2XhjgymmZtdxurlrRwfCTKf41a+Vifjc6Ai/6Kjxt6O1i7fCmSBC0Og/UNGtcFVXas7mTvcJ6SYRD02XE7rSgWOVcsa8HZL/ujW3vwaSnS6XS9KaLrOm1Lunn01DRuxUIyX2HTEj+JfBmtjllJDT7ggw/u7n/4vp29iSsdLBCVGgKBQCAQCAQCgeAS2Xobx5IFfn10jGtCLCjrDw9c4J5revnRa8PkiipXmfYBQFnVyZdUuls8/NGOHu7oayGdjLHmLX3c/a/75o6TZbqDXkfJ7VTskiShqTp/tKOba5qdHD/yOtBOUL6JXxYtfKCrwJ7iEn4yofE3m9wcHl60NQPMloqzXDJuTOu6YXHalWihpC4FemqO33u5wXQdYokC21c1MeWx0+Q08Csqvzo8yEa/eWNOnOsnWvSwtNVLIltmMprH7bLSGnRityk3SBIYhkGpopEtVMjG8/zoMzvIR0fZt+8sT8YGSBu3obh8LF2yhEg8wU0rm3jixMRi08pgLpTnYbfKvPuHr7Gpxcf/ddsaPvTvB7lhfQ+rVrlZuWUt7/nB6zQHXFhkScrkK+54qsiOlU1MRWKcP32CoNXJj54/TF+Tg5yq8/e7VvOtl4Z4bShORZtbuA8Ay2c/VFQdh81SO5U5ljS7KVU051SiEAVOAL2YgsfljE7CVPl9wKX0lAd+c44P3dDFI6N2PnNzJzevakfd/gbCT50ik7UBCyuEVi9tY+rFKYanzP8VvE4rPo+ts8FjwzAMCiWVrkY3kXD4MlOCc+fO4rBI/OwT27DbrNgV87o/8x9H+eWRscueiykCdWPeP8EVEJUaAoFAIBAIBAKBAIAHd/dvAW6rt++1oTh/ds9GhoeH55XdFwoFHL4gL4RTcwvBGiLMmGDW0uS188mblzGULHJbp4WxC6eZmpxkeXcX5yM5sqpOc8BJg8eOrhvJqUTRFU+XQDf4m3vWcvrEMSqVCoqisGHTZsJ5hbjs57YVjZyfzvHDgyOcHk+jaou+HbcAKcz2gijQ4bBbnJIk+YvlBdUEYEaXDrFIW8dtq5p55OPb2Nqi0KzF+MnpHBZ0BtMa8dOvsqfYzssRBatsmOkiskyD145ikSiWdaLpohxPl86lsuXGbEGlVNExDDgxnubem9fS0bkEdI3JkkL32k28584baQwFGYzmOTAUrzclgClmjTpn77vfgWGRaVAsbF/ezHf2hYnkNdZecy1vvXkLf/fEGU6PpUnlymQL6msuh6WzMeAEGeRyHo+WI1vROTqW5tmhHOusMW5a5uf/uGUta9t8PHZ8TmA5jVmBYd5sWcLtsJLOL+xy6mx2o2r6bLWHC7NKZjnmi/g0MKDIXPB57K3JbLlaGTmGKQAsIJYpcS5RYDJeYCJZ5skTk3x9zwAfuGEZr03kecfWXjZt3ICkWLFIErIs09zWyd89cWZujLKqhzP5SmMyWyZXVOkIujg0muL5MY3+rIxqQLPdQK6xZJ1IlziblmjNDhKPRRkZGSFfLHPvjj5u7Q3hc9g4NZFCXbxy4+n7dvaKFpSrQIgaAoFAIBAIBAKBAIAHd/cPA5+kjsFkoaKxa10LNipks/PFi2+fyHBrbyuvDcbrRYHq1KkU+PTtK/jXd28kYGQpp2M8fDpF9OQ+DpdCPHI2TRmZTLHCVKJIPF0iW1CP67rRCVBSdSySxPbVHbicTlavXc++4Ty/PDrOULzAIwdHGYrkKBRVWkNuFItMvr5hKMAZTL+OdsBitVhw2GWy9X0+JOA8prixgPWdDdzY7eXU8SPYUdniVzkdyRMz3Ey5uylo4JUrLPPKfHjHav7z4AiTiQKZfIViWUM3b94pahbpE6kijx4d5xO3r6Gzu4dVPUvZM1ZmPAP/8NQ5fnNqUV/JC5jVN20AiiKzpNmNgekDMpoosPvsNKmSRrGisfv0NN98cZCBS2af6IYh5YqqL5Ur87dv7uNXJyd5MaKQyRWYUh3omTiZvQ9hsVhobG7hhcEsB8NzXRMjzIga77uui9YGB/FiZUHsbEeTG103mIzNa1+5yCVBxA40Oe3KErvVYknnKxHgKKbw0Qw01rv4pa1ektkSqVyZ4XiecCxHMl/h1FiKnAar24L8+S9PECtbWNnVzqY1K/jNyQmePjVdPcxxZlqUdN3gA9d18fGNXpYb01gkgzMZhRejVg4nLERKMj6rjkeBY+EpRvIyTbmLuN1uyuUyqWSCcDiMgzLv2rGeG5aHiOcrhKM56kgbe+/b2fvqYj+s4BJC1BAIBAKBQCAQCAQA3LezN/Xg7v51VCU9VHMhkuM9N65mYmwUgMHBQfaeCjOitPHZHUvIqTInxxf4DPhkmUm7VfY4bQpupxWvy4rVZuGJE6M8eS7O+ZROXrMw5V5KdvwCt/hS/OW7bubCdIGzk3NRpS3AXGrGibE0H755FadjKn/40FEeOTRGOl8h1OCYWzRrukEyWybos9PgsZPNlWsXjy9SZUBqYuB120nnFk0a7cSsQGiq3XF+OsN7tnUjq0Xi6Ty/nrAyWlIwNB3iF8HuwaKVWR+UuKm3Fb/HxUv90dphStRZpGdLKoWKxuOnonzjhQF0WeL501MkLlU9GJiCy2lgErPaoQNz4d8Z8NhpCTiJpooL4mcDPju5gkp5ocnna8AagA2dDXx0+xJacmFWelRejUrosg0sCqorhJyNcdcbb+efn+knduneuQCXy2bhpx+5jg2NMi8PZ/nuezfid9lJ5is4XVYMw2Ailp//I5heHPMMWT1OK5IEuYLqxhQ8ujB9Tl4FkpjPCDATB1tUiWcWupIm8hU8Lis/2htmNFHg9YsJHn59lB/sC7P7TKS2eiIBtM5++Nu39JGcGqVcKs7z4uhxa0yWLOyPW3l5WmYoJ1Mp5hjd+yihUIhAwCzuMQyDfD7P2NgYfjvcu6OPwUie/ukFVU4H79vZ+8KCyQsWIDw1BAKBQCAQCAQCQTW/At5Vb8f+gRiDsQJtbW3s3buXp59+mvT1H0FOTPAXv6pg8wXpbvVWZWXMEdA0A03X0TQDVdcZmsryZ3f1Eh08zaF9L3C48RaQZLTAUvK5Aex2R+0i24r51vxaMCtHrvvS83UvQJaZ5+0xGskR8NpZ2uZlMp6fNap8Ebi59txiWcdS20uwkLqKh2HA3z9xhmXNbvaHHfT5NN5m7ecXajfOI/+FrChsuOvdHMs3sedXFyiVNWyKXHudqzBbRlpqx//+vvDc35puYLfJkVJZP4vpwbCq6t+lewHXdbZ4skhIF6cy53UdL2Z1gw3zlypZFdlVKFXCmB4is1U6OUxRBICda5qZnp7mV2NWLuYt9NqmOTcygC5bkPUK/a3b+egjx4mXKiiyhKobZ5gRRLavaCSWTNF/5iSVioPSdJjfXd3IZM6PDgyMpRmff6mnqSOs2awy5coC4cUB3Djz9yCgdzS5V5Qr2oI42GpUTcftUMgVL1XkZBZW8yQwI4UBs12qI+Dk4snkgvFCdrizxRSY/v31EcZdy8HuRlVVhoeH6emZb89SKpUYGRlBUmx86W19/OWbVvHRfz/MqUui4OKTF8xDiBoCgUAgEAgEAoGgmscwF7Tueju/+OQ5fvD7mxl56CHTNNTuxshGsUUv8Lvb7maPw8rDry0w59QwI12bZzfEUiUqFY2NK5bwUngzlslhNF8r1unz7O3ewqNffpnowrfsudoNtRRLKg1uO4macxOZEvlihbZGN/miOj6dKCwQNH4LNgKHgc3VG4M+O4OpIsEGB1/cEcLjdpGMeXj81Szr169n0+bN3LXrHn70ykW++eIgis1CW6MLSZLIFirE08VZMaafOqIGprfEEJAslNQNPpetKVIuLqgYmcXtVGgOOI1kpuyZuR+b6hxmB1B1VmD+RrNixFnMWF4Azkay7B4osaktyMeulUjGdY5KcZ4qL+dtjn5uubWdl6csfHM6R2ezB0liebZQIZEucmdfM5l4ZO4LY7EY3zyWoajB/37bOr5/MMKJ+RU+C8pXAKyKTLaOH0cVPa1BpypLZMfiBc/lDiyWNFw1okYdTnFJMKHV50CSZNZcs5lMIkIsGiWfv1Rhklfh4RE7Ze8SrBdeobJsG5K3ka6urnpjAzA8NMDw0ADbtt9UK26dWewcwXx+6+BcgUAgEAgEAoFA8P9fwg/sygKPLLb/8HCSE+NpNm3ahKIoUEhjBDpZG7LhL07yZ3f04rAuWGa4gHO1G//p6X46lixl0trCH+xYSZMaJ9/cx+BkDo/HRnPAUXvKFfMwM/kKbmf9d7elip4KT2SO2hS5fUmLZ/HFkGFWe1wB5+wfPreV7jYvDpuFi1MZxqJ5+lav4nzGhqt1GV6nnc/e/5dcf+td3P3VvfzzM+fJlFQSmRIXJ7OMTGWQgK4WL10tHoI+ezNmVcp5YAzTzHTWm2QDcHMiW/a7HApWi8T1y0O889r5Nh9tIRdNDU7GpnNnawVGHYtxAAAgAElEQVSey9CMWb0SZMY3ZPbaDo+mGJnKkinoROQQb9h2A7/3rnfR0uBCWrIeb6CRvRdiRFNFwpMZRqaywwCdzV4ePjbB9w9HSZXB0FS+eTRDIlfm3iVl7E43z5yerJ1Ha/WHFp8dSTKNRgvlxUWIxgYHNqtFGZnOeYCngAOYrSkvY1bmnJ89Nlso47Bf8R2/s/rDibEUm/7uWT7/1AAnM062b9/Ohg0bsNlsnEjJfHvIwWqfyh+sgr7eFdiNMv4b3rGgSqMWj8dDvqJXt6CoQP0yJMECRKWGQCAQCAQCgUAgqOX7wAcX2/ml35zn4Y/sIh6P80yyiE2xsE9eybpMhkw6yb++exMf+8khjPkSxDbMBfpcS8NgNMdXXuhHMyT+4UCRSMbPsjYXFTVDeCJDe6OLrhYPo5HsbAXDFaWGXFGlOeCst2sMqAAbF2lHmUPVdJx2BY/VgtumMBitWyCyxuey9gcbHCtVTWc0kkOdedP+ykCMdX/9DGVN5zN3rECxWHjfDw5xbjJTN+1C0yGSLBJJFnHYZEINzq5lbTZHWdVJpEsLTE6bvHZuWdXE2WiOx/7qdvL5Ag1eN3vOR0jPVaNUCE/mwfSaWBSHTUZbmA6jeJxKLtTgQNeNedf2X4fH+K/DYyiyxBu6g/S1e9kbzfM+n5f9A7HZ86dV3VgRSRZpbrfxxbtX8q3njvPDIYWiKlGQnHie/zemfG8jV9bmGZNi+oHMtdAE3Tb2/dlt5EoV3vfjQ9zR18re/ijZmnvi99jwOK2ETQ8WA9hKTerLDGPAYLGs2xVZ2jJzbL2c2SRmRc48ihWd585M89yZaX722igfvbGLZ2MBxtIF/vyGBpRikkwmQzAUoiNvYbwgo+vFy4pkocZGnp5v9vpi+IFdqcXPEFQjjEIFAoFAIBAIBALBPB7c3T8CvJf6i0IimRLXdgVYv6yNTFElbdiRJYiUZNpIccu1ffRPZWvNDy2Y8ZtLqzdO5StMJQskZsw9HTYLDptCvqSSyVdAgragi4qqU1H1KapEkcXweWwUimpM041jQBizysEAljAjjBTLGoVS/XQUr8vKtp4gP/3QVu7Z0MaP9l+cl+risFlob3LjtCu+yVheTmTKkl4jVmgzis65iJm4EY7k6iXDLEDVjCOZfGXJrNlp0Ocg5LPjsFm4flmIb9+7iT+6fQVrgzKvj6SYHg2jxUZwuD0cmiwiKzJT8Typ7FybxujMdc8j4LJy59pWNncH6A658dgsjCQK2BSZ9iY3bofSNJ0o5GPpkq322gB0A0YTBY4MJ5EUmS8/c47iJb+LI8wkl7znDUvoa9BpLEfIn3yecddS0DXUQBeh0gSVxl6eOjmvUuMoVTGwd69vZW1I5vyp47walfjSm5bzmTv7uLW3EY/DSixXRsUg1OBgeDozK6SdoeY5q8I3s6/D77VL6XxZNgwGgRPABGaLUwGz9WT55X6rRKHCsaksg9NZ/FYLQX8D167poWdZNwOJEsmihqFr2GSDZsfiP35Xz0q+/tJFRhJz6S9fvW9n74HLfbfgEkLUEAgEAoFAIBAIBPO4b2cvD+7u9wC3L3bM6ckMH9u5jvTkCPtjFn5/aZknJ220WYvouSR3bunlx68O11ZrBDHNKefejDc2OJiKX4ryzJdUmgLOuQSTUlkjX1RpDbmwWy2uXFGtW4ZRPTWH1SLbrJZQvqQuwVzABgA/8ApVC+bZdJSAz47fa0eraHzy1uXsXNPCSDxLID2E3++njIVjIylzwd/oxuuyEkkUiaaKFk035o1ZS4PLRkXVKZa1xQ6pJcyMCFGu6KRzZZLZMjarBdkq8+KFKCf7h7BnJimqGsemikyeeo2Hxtx43Q6ODMZR51deRJiJdJ3ldzZ18Ms/3M7akIXHDw9QnrjAMo/GtOTB77WTSJWYThYlVTMOsLg4MIeiyNhtlmp/ijwzCS5fuGc1mcgYhUKBU5Ug8UQS+6s/wmhcxnjTJrZ0BWtFjXD1d/7JzhXYinEmIgmOJCz0qKOMjY7glitsXRbilvVLeCWcYGQ6h3ZJfDlNTSxuPVwOs3GhVNEDM9/ZOTPvBsyI31dmti2os2jyOwj6HEzGcqRyFcaSRV48H+V7+8L85tQ0JcOC1WbjPVuX8ZtwgTetaaJUKqFp858Dm83GsmXL+dyjp6pFr0/ft7M3VvudgvoITw2BQCAQCAQCgUBQjx9jVjjU5cJ0lj3nItz4ho2ohoRNhje3lvmvMTs2h5N2v4vlTQu8Rr2YXhGAaaxZ65Gg66BpxjxfjLKqE57IoCiyq6vFs1gp/zlMD4W+ZLYUml2w1rAMswVlHmORHK0eGyuXNLDcL2OJX2QilTcTKoYucO91S1jS7KG9yU0ya/pgFC5VdqzANPCsi6LIlNWrFjQSzKS71BJPl3BLEn9xew+ZisS3hxwcihpMqk6OhbZTCB/ntlARt13BqsgosoQsg2wuzucxnSkyFU/x1K9/yXA8T39K56WEEy0dJTyRIVOYu0U3AfuvNOl4sojbYZ39eBBYDWBXZFa1+gmGmggEAlyUm7m9ucKG9et5xzKZP729h2/sC9Pkn+ed0jD7h+kX0kQ0GmW8JONSzFW/pmlEIhFODAzzhSfPMBbJomrzHtV6JqsLyBfV6nnXYsc0Sh0B9gJZMH/Ppa0eFEUmPJGhWF74v8hQNMfBcJwDQ3Hue+gIE5kyp/Mutm67gZt23EwoFEKeeYibmprYd2FejGwMuHA18xeYiEoNgUAgEAgEAoFAsID7dvZmHtzdvw1Yudgxh4dTfOy21Tx6bIzVXpVrV3YQ1x08P1zk689d4PxUtvYUFdPTYAwYaAm6OiZjhZRuGPOqLyqqTmODg1RufnJqJl8pShK21qCLckWnoukR4BBmy8AaZswtNd0g6LPPVXtU4QP2UVN98I9vX8fndq2hoRTjW0fiFEoa4wWD3MmXeD4b4vHzGZaH3Lw+EKsXKerBTEJZ0OIBEPDZSaZLV9V6gikILOoqOZkq8ldvXsfGVifv3bqMX792jrLFAdkYhsPLQE7G6XHjsCt43TYaPDb8Hrsn4LVrfq9d9nvNipRsReP5gQTHCl50qxsUG7aDP8GhlYg6Omu/tgWzbaht4YxMDMDjsqLrUFb1DDNVGppu8OzpKVSLHXtDiLORPJ9+0xZ6VyxnxYoVXLOim+/sGUCySAR9dnIFNaMbRjszL9+v6wlx6wo/E6PDnM3IlHXo85n3P6PC9wcVNrc3cCg8zzZkmprf9/Y1zTQ4rUxl5qekqqpGwGcntfA5qcbPTCVOqMEx1RJwOqPJgh5Ply5bIOC0KVgsEvFMGYtF5uULcb787HkkSaJ3aQcb+npxehsIBIN895URzpleIACvhR/Y9cPLjS2YjzAKFQgEAoFAIBAIBIvxfeDuxXZOpov88SNH6Wn2UWleQkJx8NrgOfKaQSRdqD3cwKyk2A6mQaWuG6iaHsQ0hxzBbFvwFErqGlmWXIpFrn0D70lmy9PFsjrWFnKvzxYqjZFkcUftFwGomoHTbllgAoppQlliJsoUIJ6rMD45jS0f5RM98IN+g7Lh4FDjTViHT/POVT7e+Tvv5ZX+KKlC3UjR6zETNm6q3SFLUl1z0EVYPPsTUHWDLz11FlmC/sQoXq+b/MQIcuQCzvHjvP/97yfTvJLPP3a69tR9VMWzAnzu/Zv42ovnyU4NontbqWy9F4fNhn2qSGm+cGPDrLw4D/QuMjUtkSldbGxwtmYLlThmxUkA4PREmtMTaTqa3Biaztf2T/Gmtc1sW9rEJ356mOG4GYnqdVrpavG44umiZVaMumNNM5mEGQUbK8kEbeZ9LKrww7CDd29u49GjU7VzOU9VdLDbZuHr79lENl/EarPywtlpnjo1zd7+CLmyhiRJl7vlgJmE09HksWEY7eHxNLpZTXEKU0S7fLQJEE8V6GzxEk0V+cpzF/jKcxfwu6zc3NvEtmVBnj8zXX34olU/gvqI9hOBQCAQCAQCgUCwGI9hLuAW5dXBOI1uG9/fP8y93zvI6bE0Y9EczX5n9WIjR5WgARBqcJLMzkWNtgJvwIwTvRZQsvnKeEvAkQDi1V8H+ItlfdPQREaxWS1S1yLRrLliBZ/LVm/KLTPjzPH1PQM0BII4XC6ei1hJ6VZTgslEsZ7ZzcBAP9HINH94y2XXr9swvRz+uxzmKnwgHjo4zEsXE5TKGv/w1g1saLLiWLaJO++8k7a2Nt7Y11zvtAXZuN/YP0xXk4+PrHVht9t43xo3aztCtIbMxBn3/PYd18wYs6U3Bqax5ouYlTL5XEHtkSRcsswNmNUNp2b2H5CgZFNkxuMFfv76KB/80WHWfP5pnj51yUsjU6gQnkyf8bptdDa7kYE7+pqJRaMAJFWJZruOrsMPL9rZHNR564YlHLqYqL20ef0kN65sJJpIcuTgfk4cPshqV47P3bGUQ3+1k0c+uhWPXaGzfloOYIotS1u8ZHIVRqZzs/1YIUyRqAfTd2Ph/yNVWomqg24Y2KuijpP5Co8eHefPf3mSzPwkF++ikxHURbSfCAQCgUAgEAgEgrrct7NXe3B3fydw3WLHFCoax0eT2O3KbLtIQteNfotF1kINDms6V34Nc0HcV31erUFoDZZ8SfU2NjicyWzZjunDcQRYh9lCAkAmX0GWJFpDLkoVbZ5BZqWiEWxwLNZa4MVcmNsAyprO2UiW58Z1HLLGdv0C58seJECyudi+qgO3y8lbt1/D11+4sFgriQXTr0MF5lbJfm/dNph6hFmkhWUWh02ms8lDLFUkli5x3x192EopDqTdfGrXNnp6ljOZLvHQwRFqplhmpnICzHQX2SLzg/dvIWFtYiRZ5vnRMi+fjZDKlimrGiG/k6DXjm4Ys5UbDcBzmO0dNsxkkG5Mzw47gGKR8Tit5IqqhFkt0Q10NvkdFc0wUtmC6rrM5R03DNanc2a7Rnujm+WNbtTYKACvxBS2BlQeGbXT7tR5/8YmTsd1Hj02UT1GBVNwmFOzPnnLchq0FOl0GlVVSafTRKcmGRsdwatoTJcVdqxu4Ytv7aO9wUG+ojOVLmIA7Y0uPC4ro5H8gljdKpZgCm+HgWEgBQSddsVikaU581QJaPDYzESfy5O5b2fvN690kOASov1EIBAIBAKBQCAQXI6fAZ+63AHlip61WCQHpviwCQjEUkVcLR7N77HfUFWRAUDIZ6dUubJ5ZrGsEfTZ5Xi6tB5z8TyFKUjMVR4ksiVypQrtjW6y+QrRlOmboOogSRKtPge/s6mD7+0donyplSWEWUVwc8Brx++xcX46xw/ft5HUSD/j0W4cAwpb1RMc6N3OultXsq49wNeeO09Fu2wrSTumL8YbwDSVrBeHWocScM3lDvC5rYR8DsZjOUoz5pTHRhLcfvNNfPXcfr66f4q9/aeYSpfqnT739t+qyDQ2OBieTLP6c0/PHbCk2YPPZSWdr1AoaYxMZbEpMk0BJ0Gfg0y+rMdSpbVcpkUmmiqyrM38Krsi47ErxHJl3E6rc3gq4wRexxR/NtU5fe7HSaRL3LG6me+9epGgxcam4lly5RU8dlHF5bKxq62CN9DIU3snasc4AWye/SBJcOvqZk4eObjgyzRNY3p6mlZdZv+5NJvtMW7tbORt16znXLzIPz7bj12WOD+Wrm2BqkcYuKXqc84iS1OyLNkx9YzGZLZMwGuvd24tjVdzkOASQtQQCAQCgUAgEAgEl+MA8AxmC4IXs32jFUhithjYgA2GgULVghJgLJI9srTFuyVbqMwtDK0WiWa/k2+9ZyNuq4U3fPG5RU00I4kCnS0e4unS0ZmxmzBFg2upaqUvV8x0lM4mN0taPIxNZfG5rLR67dx763J29Pgpqho/2BeeG9vvsW0LeO1GWdWl4akMmg7/9mKY+3eu5GJphPZQhbXXv5NnXrjAX//mAvFEgelMXcGgli3As0Cz02pZqumG/yrOOcplqmGa/A7cDisXpzLoVevrd3/3NayyTCjgIDydvZzh5dwd7mhyM50soNas0yfjeTqa3KSrKgnKqs5YJIcsQ2vQlVjW5u3KFStEE8VFY3E03eDmNc18490bcdutfPY/j3FgODk77y1V1+vikkfHPqpakwDetakdKTHM1/bH+EWpG0OxEMkUeLtlGElaTlNjkBfPHaeGec6013Q0oFYqFAqLVgSx0qvzfEQmlUqRSKR4YnKYcN7Cxzf42NjTTlMwwJnxJI+fnOa5M1OEY/l6w7TWfHZrhuGWLz3Yx4FERdU3+z02SzJbvlzFSqj7/iek8AO7rtqI5X86ov1EIBAIBAKBQCAQLMqDu/s3A/+E+Ya+FTPto4TZYrEU6AAsHpeVjZ1+PnP7Co6OpMiWVAyDSVUz2lqCTrL5Cu+8tpPP3tHLqck0a+VpvL4GogWds5eSH+ahG+Bz29B0I15W9VmziA7MRfCCioF0voJdkelq8fClt67DLVd48ewYnVqUN29by7+/ehGnXaGt0Y1ikZXJWP5gMlvuMGaWj+enMrx10xJevJjl8EiKhw+MkM6raIaBy2klnbtiG0kZ02NiB9DqdlkdgJorqheAfmAAM/klhtkq4cYUZ0ZYpPWko8mNosgMT2Ux6ixzNcNAAryuuq0NGhCZGb+9o8lNsaTWbYfRdQOXQ8FmlReYqxoGkUy+Uklmy16XQ6E54MTpUCgWK/MEqa6gi7+4exUnJzP02dMMDAzw8jS4FZnR+a1GrZjVMscwqyu2UfXC3WNXuGNdGw8fGWM4a6DKNpAsIEv0G40czjj4xfFJdFmiwWPD57LhdVnxOK3NTrvF6rBZsCoy21eEcOg5cpk0CmblRi0WCV6JSMTOHODp0lIciszvLy1hU3NEpycZHRnGJats7Q7wkVtW8ZYN7fz0wEj1EIeBtbXjOu0KFpnZ9pMWoLusavagz2FN5congZNAEbOtxzJzWhFTKBx5cHd/+L6dvVcsERGISg2BQCAQCAQCgUBwed5bZ9uCOnq3VWHj0gB39jVxeCTFj/dfvABszhcr9LR4uO3Gbj72hlb+8vHTbHCXSac1RsMD/Nmda3js2PiiCSGxdJGgz7EqOz915EZm2kdqj7//jl7aPDIP7D7HSrfKWNbg8cefZt9wlu42H+lCmfFIjrJZqrAJU2ToAFNEefPXXqE54KRS1XKQSJdw2xUaGxxz7S11SANDVFVc2BSZckVXWDw1BEzRYYHKIMtmS0ihpDKdWPQ7AdNbJNTgMIC9mJUzTZgeGgHMBXVLk98xIkvSkkhy8bEm43mWtniJpeZVpLyO6Y0xALRFkkUiySIBr53OFi+qphNJFChVdP79w1tx6nm+kS1wNpxAAhI5J//xoW3svRDlT35+vDY9ZgNm5Y3D57LidlqxWy3YrDI/fDVMi6yz2prmmBqCYhpLPs7vtBXYeced/PpCia88dwFZNltqrBbLtMUiNSuyhEWWsFutxIoVfng0TaFiRzMWKhqKZIBqeoicCt2A/fTzbNnQgSJfMoTVdZ1IJEIkEiEeCeJqXWAWW/fBrZepUizryLKEItOo6qyrOj+O+QwEMauQngTi3fc/8UNM0eQlYFRUb9RHiBoCgUAgEAgEAoGgLt33PyHzf7P3nlGSneW59lW7dtWunDrnnp6cs0bSaKRBSAgxZBBZIph0iLJxGHzsY44Be3y8bMsJkzmAiUJIQgwCFFAYTdBock6dc6gcd/x+7O6eDtWB5W+tY9B7rdWru6re/e5U/eO99/PcN7xjMWMHEnmujuYwdIM7VlXy3UNdg69aW7vss69egcvU+NjD5/lyxzH6jAa2F69AtI1EIkG9WuCerY384GhP2XlzBf1cVcSx1inBDGuD27AXe9OiSh881suX37mRjy69wLcum5RMhSPRnUgdOd672cs/vqhNCBpgJ2V0MS5qTOCWJXIzolt7R3K01gUplPRJ88cpDGK3Pmyc+qbLKZFd2BiyCrgZ+8n9uon9N1T5SWRKizEZPYEdhXuzJLHLLPNs36s4CXhdTV0DmRex23jKrgNNE7IFjdqYl8F4oYTdejRxfW9hyvVOZEokMiVCPhd1FX4qAm7O9cUJJDtYEzJ4esSFA1gd1Lhw/iw7li3n6/du4Z1ffxGwCPoVuzJEljZbgKoZ5Is6Q4k8D9yzgRXeHC9dSfKDVC0RZ4GI2k1/5RrCDRqRiiqe+vnxyWMuqSYlzGlRrlVBha++cyvPP/88xeLstiHThKwOvzl6inR4M5gapaU7ebQgsWbQxY6YRmRGeE6kopJHz02LX+3BFiHKUq6yJpvXqIz6pMHrbSwObDFjJjHgBuCPxl8Pte7dfwEYwK5u2Q+cEUKHiHQVCAQCgUAgEAgEc7OLGQv+uXBLDrrjeUyHxK0ra3n6M7t2fuG1y0n0XuX86WNst9p5QW/EHO3miSd+RXt7OwC9ne185s7lKPKcS5PRTF6lKlI2dnMXM+JZD7fHuTSco7WpgXDyGpg6WA7cB79J3+nDfPqVy2bOcTN2yf8kTqeDgjo77aJ/JEd11Is0/VDbsU0uZ03sdDoolZmnDC7sBflIwCvTUOVnMJ6fT9A4j12p0otdbbKzpBqOchG2434Y9I/mMO1F8klmeE9MZSRZLHk9si47pWFmCEbYwsbxae9YFl+6ZwPv31zFtw938I/nHPidFteycDVt0pS+zKnuUT7/yFG+fLiLJfUhGqoDKC6JVLZEx0DmXOdAhv5R+3wtC25bWU3XwAg/7PHw2lqVktPLW7Yv57Zqk8cGvUhOJ+f60zMPfVrPzEimxGMne9i8fQcbtt5A65I2QqHJ4BwkCUJuWFsTBMsEBwQOfY1XKL2YFnyv28O/XvXwaJ+LgfHOmVhFJU9emCZqdEz8URVU+Nq9W3jXDc3UhjxlKzUA4qkiXsVZTsQox6opf9dgm5G+E/gb7Nadrta9+7/cunf/3a1795fNL345ICo1BAKBQCAQCAQCwVyUaz2ZpDqo8Onbl7FreQVVQQ/v/PZROq5epq1tKTEFx4tHjkyO7RlJQbAeK9pIdu0e2ru72bJlC42tSylqBj63k9JM90qblrFUaTJVYwYO7Cflx5liUvr5X1zknu2NDERWEzjwDfJtt6DuuI+KWIp7tjbylec66EsWZs5z/YXDQbmKB1U3GUsXaaoO0DWYBfuJeRNQ1gzU4XDMMuSch+rKsCcR9Lu0vuHcGdXux5GxBQ/3+I+Cbda6ZubG2bxGKOCmyufGLUuTi/7GqgCJTGkilhVss84BbCFnqjlpFtsPZEM8XYrWVnibeodzM3cjYYs3ndgtKQTcMi0VfrJ9l/ngkhJDRfhZl4VhKICThwttBLuhLQzv2VjNYEbns4+cnzrnNDFiY2OEfLHIVy5Z3BjTafSaOABZgi1Rg5dSEt8+1F2uCmKWjvDJH55GlhxsbYnyqjXV3LVmLau9MmOjo6Tio4yNjaFXLyM6YGAVs9Te/m42LQuwCQ3QyOnwYlzmZwMKqimxPHONjvi0azKpkrxqTQ27V1axPGTxP1+zkn99rp0rw1niQQ+nepN4XE4KmoFpUdANy+NT5PliYsEWrmbd5xk0AR8Z/0m27t3/MPAg8FTnvj2LyhH+fUCIGgKBQCAQCAQCgWAW409+75lvzNKqAG/YWMu5M6e4lE7jthROdQ0Tj8fZtWsXoVCIdDrNyaREd2w9/kPfwcjEMdbcwdnmOzD7FNT2Ln5+agCjvKfGZEtGSTOIBhUSsxNIXNhPtCcXgf2ZEg+fHuSvd9dy2n87o2NxzkVWcTG6jHhOxT27KmQN8EugDViCvU7qBlJAAVtQWA140jkNv8el11X4kgNj+XWUt0/4ramr8OGSpWhXf+aoOR4J+9vQFPOCLPGj923Hsiw+9aNTXBjJohlmuYqPuvGf49jGrwPAesY9SlJZlWhAweOWKKqzVJkQtgdEGgj1p4r8yUOn+dK7b+Cpp56ixmMi5ePgqoT0ML5jP2TN+vXsXrmbatK84sa1M0WNaXEid66u5i/3X6TJa7KjwuB4wkmVcv0YPrijgX98vmyrUtkvkG5aHOmIc6Qjzuf3X6SlwscrV1WzZ10jO9es4xePnWFnm0mzy8t3roLt1Wnjl+EV1TqvqNapqW/kh1d1KsNeZKcDTTeNVFZdnxlvU7p7bTUXL1xgcHCQKxehkPbTGPCw77UbUNxuQj6FfEmjczRnfP7xiw6HBd3DcxbMgO218tsQAd4//pNo3bv/y5379vz5bznH7ySi/UQgEAgEAoFAIBCU41XYRpNzcrw7gSzL5HL20+tqxeRaTkbXdYaGh1m2fAVH406eG3XzwSUab7lrN7t338ZnXr2JjTUhnrk4wunBDNWxWS0dE0wueEeSRcKBOSvsfdjeFKOVEQ9Bn4tMpsSaFUu5553vpmLHm/jUK9dyYSjPG792mI7RWRUIzwGvBlZI4MIOFGkBNmBXM2zGFjrOA4cHxvJX3C6pMuhz/f8iaDTXBADoHspi2iLKb4Xf7eQXn9xFUHHx4vETXLt0nj0baon63QyMlo0gnWALMIQtZkxriRhOFKiJzZk82optHKoBXB1fnEsuhW91Kpi+GJ7jP8LhCSDLMs3NzUQiEVauWs0nv3985lzT7nx/toSu67y23hYLrmSdLPfbxRxOp5PbVjVQUI1y34VFPbDvGsvzzRc6ectXjrD9i09xdjBHXWUFd9yyA4/HjRVtIhwOz9quoqqaoWSRnuEsHQMZMgW1MxRwO5fUBWmuCdCVKtE/PDo5vlhUyWbSnDx6mFPHXuTUqVOcP3OKlbXBwN/taSMWcPPd92/jvTe30hgt21pVs5jzmYMo8NnWvfvf+F+Y43cGUakhEAgEAoFAIBAIyjFv6wlASTc5358kGo0yOjpKk8/kctZOp7x86RJdnlZeTLj5xGpYtXwd4cit/NtvrvHxJ7so6SnAFitiIYWWmiAlzWAonp8wBD2O7QEBgKabmKaF108wyvMAACAASURBVO3krZvrCfvcfPnZ9qmpKVW1Fb5RtyxNtIbwke8e5/xAmtEplQottQEiAYVktgR268NhpnhHKIoTvVzvib12mmgHON83nKWpJkhBNdDL9Ji4ZAlzjkSXyQllicYqP6mcSiI9WYFSPd825Xjfza0AxJxFDvToLPen+X5vjr9/w1ru/eZRkgublc4iX9IxLWyBqPz2m7HTVm65PJRl709P0550saHOyw5liKvObTyq+rnrrrtYsWIFK1au4kR3gsdOD0ydw2SKb0RjhY/2sTzvb7iu64yUJN5QZ9+/WCzGub4k/SM5mmoCpKZXoNT9tueYKemUdJM/++k5PvvwOVY3hPnWmTR/+9pVrA16GBkZJRUfIZVKUREJc/Dq2OS2qaw2lMpqSwF2LK3gxc5R2kdkFKeTlQGDsWSafC5Dez5LW1sbxWKRhoYG8vkCl86eos7t5sDFLt63pYE/udOuIKoO+8gVNR4/O5jbf2Zw1ZGOMRb4Ci3El1r37n+mc9+e5H9plv/mOD/3uc/9vz4GgUAgEAgEAoFA8N+I1r37Q8DXsFs75qUq6GVTQ4BEPE7AZXEkLrM9ZnBcr+HZ9iT/cc9G2lqa+e7RQT7xg5Mc6YjPajUplAySWRXZKVET8+H3urRCyVBMy/JPHWeYFk3Vfr5x7zaWR128fUcLx7tTDGdK1FX4kJ0OX89w7hzjwkBXPE9enWbZQCarUlPhwzAsVdXNk8CNUz8PeN1IDsgW5vU7aDctGjXDpK7CN6u9Q5ElfB4ZWZbmEgTwKjINlT5GkgXSuWljYkAOu+VlXiQHfOGNa7lnUw0vvXgETdM4NmxwNO5ki7Of7UuqeN3Wpfz0RN9c7T0TlPUEKZZ0amL2+TVEvDz0kRtZXhPgN5cmOyOagee8bmdLSjNQJAefvn05IY+M7JR4KaXw4ds3sG3bVk71pvngd47N9E05hd3ug0+RqYx4+Pe3rMPlMCiVSjQvW82THRnetrEGVVWprmvgp2fjvNSVwKM48Soy+etJNFGgH9tzZFGEA26ckoNMXsMCRtIlXG4nD/z6Co+eHCChSbQ11rJ9/Upe6ozzo5d6Jza1xvfjBfjk7qW8vtXJKucY9R6T08NFuo0AOYeXS3GVTFGnMexhxfJl5LIZRkdHqXQb/LrPwTJzgN7uLrR8Gl0tMTLYx13bV7vvXlvFR25tY01dEIfDwWCqiGos3qBlnCBQef8dKx77bTf8XUKIGgKBQCAQCAQCgWAaDzx55Q+ARZWu66bJW7a3MtTfhyLBgRGJC93DdOZlXrWqJvXzM0PSnz981vn81TE0Y/7HzkXVIJlV0y5ZylVFvVV+r4uCakxWPEgOqIv5qNeH6e+8huIweP/t6/n1lVFMC/pGcmD7PUSYo9XeArJ5rVRX5ZNLqtGozzimkN+FZlgUSka5zSfoBJo13cQlS0SDyjTx4tvv20p1xEtfosBIenacaCTgpirioW8kR1GdtR8HtgFp/XwHALCk0s8/vG0TLx4+RLGocrlnkCtmDCvRS/LIz6mKRdi2aT0/PtZLrvz5XAaWzjW/YVr4PDItlX4e+vAOsqP9bG6rZVNzjJJu0j6aIxJwN1dFvWb/aE7qHSvw6/NDfPiO9Vi6yrFRk5qKGJ/4/gm+dqCD4uyKlktAq0uWqK/0MRwvMJrVaKit4sYNq3hpoMCRzjifunsLLS0thIIB/vdj50nmNbIFnZqol3RenWoaepxxA9PFUBn2kMlNi/jFq8i4ZInhdJHTvSl+cryfbxzo4BdnBqeKCu1MuT9feONazFKeXC6HTzI42TFIznDiPvR/cTidZAMNHMuFePxKihc6EqQ1aPCYnIhbjF48iqwX8fl8JJNJgsEgoVCYFw48z9jIEI0hmVeuqeP+u9Zw+8pK/IqLeF4lVVh09c2WB568cuD+O1Z0LDz0dxOHVS48VyAQCAQCgUAgELwsad2734GdjLF6MeOdkoMzf3UnLx56gUuXLvFgfik4JOShi2xdt5pHr2p9qm4UVM2cFXlahmFsA8plYD9JjwYVdMNkKF7gs3etZCCVZXA0zusbNEwTvj8YxCE5eebctKjNF4Cd8+yjy+2StjdU+ukbyaHqJmvrQ1wczFBb4SOTU0nP37JxADveFLA9MTI5jUS2xOs21PFXr1nOFx8/y7qWGlw4+Nxj5yfbCGqiXjyKk57BLPM8d3+WcdPOuVBcEkGfm7UNIdJFDd0wMIoFVNmDI9mP5YvgdiuULJlcSaNQMsjltantOgvu58a2GH/3lvV86qEz/OlGmXw6ic/no7l1CdFYJW/+2hFKpknPcDZrmvQDKwA2NoZ58KM38bEfnuBEd4Kx9JxBHIcluLGlLshwokDuetUFbqdEQ5WPZFbjtmUV9KeK9CUK01JrKsIKistJ/3XfkF5ssWFR3pGtdUE6BzLT3nPJEg2VfjoHM3NsBcAh4KaJF3etreW+G5tYVe3lu0+8yBODTlzPfAlTLSLLMnfddRdbt25lxeq1fPPxg1zKOunJmhQNJ+glXEMXuHVJhG3L6tm0eTP5XJ7Lly9N26EkSVRUVBCOVVJZWYkkOfnQd49x8NrYzGMrx9s79+358WIG/i4iPDUEAoFAIBAIBALBVO5gkYIG2E/zT3QniEajtHf3QfVKKKSwdJWeRJ5YKNAA4JQcOg4sy7JbWizLwjAtDMNCN0x0w8pruulQNWPZxJPzVFYllVUJ+V201AY51JPklnCaA1l48pnnuFS3myURlS+89UZu6XiGxHUhYidwBFiLne4BoGIvRrcB21XNZDBeoKHKT6VH5vt/sIOiZvAHPzjBP33gBnJFjXu+emSuJ+LT1lG9Q1naGsPct6OJ99/cwqWzpxjJqsjZYd5y21b2/fISedWgqdqPaTHp+TEP0wxaZadE0OvC63HidtmeJaZpUVR1Tncn+fq7t+A3kvzRL3tALeE9+n1cbjdDLa9iyNuE3yPjU2QiATcOh+1tqukmJdXYmC2o5RJOuGttDV+5dxsdHR0s9xt870KJNzVAPp/n7Nlz/GgoREPMy2/ODjHlGhcBz6neFDf8zVMgSXjczsmvCpDBNkI1AD8QaqoNkMio0wQNANUwsXCQypd45GR/2Ys0lirRWhfELUsT1RaNwEHg5oUusCzZ38GZaLqJhTV1znJMU2l+dW4QgI/ubuPpMS9/tM1Du3InnZ2dtLS00NbWRqyiEq1YYG3YxOGAjhSQ6oVgDabk4oVSDQeveAj1t1On6CxxSyzzm3R2ttPd3U1zczOmaTIyMsLVS7Bz161U+BfsUAJ4Gjvm9fcW0X4iEAgEAoFAIBAIJnngySufZIbPxEJE/QrbWiI8MSCRGerCClTjP7ef9965nSEjyMnOBMmsKiUzqjOZVXuSWfVkrqjrJdWMGaaJU5JMxeUseBU5FvK7iYYUIsHrP163TGvMS6lU4vCIhWHCgK8Fc/AqOz2j1DU04PX5ONwen3pYjcAocAXQsStANjHFq0I3bPNRv9/NhkCRrmuXeX7IYpnaRWUszJu3LyFd1Lk8POupfQGomHjhliW+8Po1/OR0PxsjOomRIQ6NydxaCw01NcT8Ct2ZErmizlB8/nATSYKgzxWLhTyOirDiiAYVgj7b2iRX0BlJFUhkVFI5Wwgoqga/vjCEqfjxOk3SJZMbohrvefd7OFGqoj9ZoKgaZAsaqaxKMquSzqrgYNglSxUhv0Js/HoHfS4Ul5OgR+Zf3r6J1NgIVy5fotWr8+SwG3+inRNnL/B4qZV1VQqf2L2Snxzrm2grqgCOAk0ARc3EtCzCAUVP5dQj2BUUPmyfhxDgbar2K0XVVMbSxXKXgkhQIZGZs8oDAMOwqIx6Secmx1nYgsm81RqRoIJlMktMAbv/Jxxwz+WH0g0kmNHm0jGW5WhfitWVAbYvb+LOW29izYbNbFi/jqXLVlBdWcFQweQfjyZpz8BNUjdjBx+m1LQZ/9nH2LMiwhvXVfGGm9Zzpr2XMyknzwxLnCkEGBocovvkC1RUVBCNRu1EmZZW/vSh0zMrb8od62s69+2Zt+zkdx1RqSEQCAQCgUAgEAimsg+4jxkRn/Nx8Noo/+OWJgYcUV7TMMTR1CCO297DsiUt3Op38tSFaa0hTUCTrpvounm5UGIENA3YPdf8H97VyuYGH6cudXB2uI9BpR4kJ0akgUdVL7/8RSeyLNNSE0AzTLsKQTNQNaO+qJr12IaUG8vNnSlo7Flbw+cPDPChliKm6cEwDNovX6SmpoYH3rGJFzviDF5feGuMm1tO8Kd3rWB1GNb6S/yf5wf4wBLQLQeymufh3xzi4T6FD9/cyi/PDPJsavoCPuCV8XtcKG4nkuQAC1TdcBVLxuBIIl87d7HAlHMoajzfHuexD9/I279xiJtuuonly5dzZynJyZ7ZwRcmkM5pF9I5bVrSildx4vPIrGkI85lHzlLSNBRJodJtEjEz/CJXBbEWPOefpsbViLNUz7+8fSMf+s/jE74WN3G9pSWtauYJSXLcypRWjQmqIh4sCA0nCmVbYPweGX0RxpiZgkY0rOD3yBMCRTMz2oPK4fe4GE1NE5hywBiQT2bVQizk2YBd2WNg6xwR7PvejB23+jywa2Lj5pogI4kCD/elefh4HwFF5pbllexcWsGpni7cXhfHu5PWJ25d4ljlKxIf8xCTijyRydG4+820tYVpamoi6NS4rVLjtkp45plnOD5QQF++C737Jbq7u+2qj1iME91xitq81yeNLWgMzDfo9wFRqSEQCAQCgUAgEAgmuf+OFbkHnrwyBrx+sduM5VRaaoIMxlO8ckmADbUBnk34WR8q8dob1/J/D3XOTL2YoAJ7kZgEauea/x/u2YCvOEpQT6Pl03RoPrBMQge/xutWV/C+nct5763reO7yKL3xPE5JwuOWCfrcE1UI1ZGg4ggH3AR9LryKjOJy8rZtjdy6vJp3bKzhdHsfTw2YqLpBTaadSCSCLMsU5ABferZ96uG0A1UTLzY0hvmr167m3OmTNHt1TqecXB3OENecZJNjPJuO8Ob6EmujsHn1El7sThAOXK+OcMlOSppBPF1iLF0imVXJ5DUKqnHMtBZnetlY5SfqkXnTxjoePTfMJ/bcgCUrfPEXFxjLzVnp0Dd+7SfRxw1S64IK33j3FpaZ/dS7imiWg85ECc0TAV3FkR3BUxglEgywfnkLIZ+HQ9erZFqxW0BagLZIUHHkChpBj2vyOzBxH3qGchPjDwGVTEnbiQUVSpqxkGErAEX1ekrLOFeBQWz/lCS2YJEb/7sfaK8IK7UjyeIzwAj2w/4oEB4/jjqP4pRcktRcVI3W8XOpAZTx+eXx954FWptqAuQK2rQUHNUwuTqc5dRAmnhJZyBRyF/uS7sGU0UHbj8bV7Rw047teBUP57Ju7rt9C3U1Vfh8PkwcpJJJTNPkctrCdLrxjF5l69atRKNR6ppaePD0GKd6U3NdEgt4a+e+PS8sePF+DxCihkAgEAgEAoFAIJjGA09eOQW8gXmEhpnESzrvXetHUvM4HJDWHZwcMXjlmjqGMxqn++ZcgIGdwtEy14dXRrK8a9dqhgb6eXQsxhZ5iGHTxyvXNXHfu9/FQMnF5x67wIGro5Q0k3xJJ1vQSOdUkll1KJlVg7ZYoKJqFg4cxPxuAl4XV0czPHxmkJGCSd6UMXFwMeviTNrFubSLZ9uTlCyLgFfG53ER8LrwKrLPozjxuGS8ipO6iI9rQ0mSJRNPsoeTagzTITNo+Ag4NM7nFJ4fMHipO8lwukQqW2I0VbwuYJSMcpGroywiAcXvkfF7XVzsTZNTDXpSRZ45P8I/PXWVnvlbXbrmuua9iQKZos7rb1xNdnSACtngSNqLoWl4jv0Io2kTQ9Wb6Ss4WV7hY8fyWr5xoHNi81PAdsAJEA0q/O0b1vKnd63kkZP9WA4HVREP3cPZqaklTcC18b99AJURD6Op0mTyzXwYhkXA68IpSRRV4yB2lUYz9vWrwq6yCGGLFlWKS2r0eVxSKqd2Y/uvBGbOqaoGlREPqey87S+t9ZW+hGla3uHE9Aocv0emocqPJDnoHckyllEPAq0DqSIvXBvj24e6eeREP4rLRUeyxLXhPHesqeHFjrHkhrYGj2EY+Hw+rulhFKvE7eta2Lx5M5qmsWbNWv56/3nSc8cOf6hz354fLXjhfk8QooZAIBAIBAKBQCCYxv13rLAeePLKAPDOxYz3up2E/W7u29ZIfHQEgBafyRPDLtZ5c9TXVPHoqXmr4HuYUTUw7cN4gfqIlxHLQ2+ywP13rqMvD5GGNs73Zfj0j07TFc/PtfkZxn0eLMv20SiqBu/a1sQHNoZo1fu5IarRe/UCCXclZEZwn3ucJp/JreuX0lpbyTOXRjAMC9MCh4M0DgJOyYEsSygumayqcyVepCProKPgRpc84JBwJLppKPbxwW01fPYtt/DTo71cHswwM0Z2DvzYwoBzvkENVX4GxvIYpsXJnhQ+r4tTXUnys6NiZ9LNPELS6b4US6qCbFpaz98fTbI2bDKmSWyUh7mxwcdrVlZghar5zskRvne0F8OwUHWziG0WGgNoq/SzpTWKpOaplQvcvKaZY/0p+kZy5a5BJdCBXWWhR4NKNF4mDncuckWN2gq/nsiUmlnATyMWUtB0k3xJd2GLHbMwTItIwE2hqJcTnAA7fcXjlj19I7mXgAYAeTw9xeeRGRzLk8ioWBYWtnDim7p9pqRzpj+NR5F5sX2MUz1J6x9+fTl+sicZikTC7Fi/nOf7VG5b1cRNa1pZs3Y9y5ctRdVN/vbxi3Od3p917tvzb/Od/+8bwlNDIBAIBAKBQCAQlOPnwCVg5UIDKyNecnmVWOx6aEfA52FztcLDXRaf2h1eaIqKhQZ84RcXWdkc4Z/euJGnL47gkFzsPzfMhZ55K0DA9sCYxfqGENGKMEv0Nh4/20N3dB3ywGUsrYBSiHPDkiredftW3vO1w6Rz06a4wpQKlnfe0cj7d9Tz4uFDAHz3kknBdMDIZaxYKy0eC0MrkUhnWFUX5FD7oiI4B7BbJ8LYPg9byw2qDHsoqQbqVG8Fy17RL8KKY0Fl5S8ePcfrtzZQFfLQ4s3QkXexe/du/H4/q9dtpO/MEGc6O3G7JCrCHqsy6pGzeW3ZWLrItpYYX7t3C1996jRn+3I06Brf6PHzto31/P2vLs+1y1HgNo9bwjAtAziB3TZSiZ1kMyeGyYFcUdtZHfU4ZlZNzMTnkSdiYBuYx28lndWoiHgYHMtz2/IqPrKrlR8f6+fhk30EfS6CPjedAxkH9v15obbCu9PrlhlLFWdGAvdhG9eWJV/UCQfcPHlh+Biw7emLwzx9cRiHA5bVh6nxK9y4sp6///UlHjzWi3M8waYMPwH+ft6T/z1EiBoCgUAgEAgEAoFgFp379pite/d/FfiH+cbJEjidDjoH8mgGrFyzjmAojENykrg8zL8f7OLN/3F4od0txTZknLMqIRJSiGeKvO7fDk5WIbTWBRdzKtXl3vz4D05yx+oa1tQHeWbEw9++poV/ftLAOdrO9rvu4uadt/CVZ65y4NosEWKaXvCtFzp5300trN20jX9/oZMRRxanZLKefkIeDy9YbTQVS1hInJ2/BWeCU9g+ExML7VZs48vN2NUbwGRKCh0D04MtrMWrGguKGj6vzIneFN+5dzMPHbpEUM5RWVnJ8lVr+Ov9F/nxS70AFEoGvcO5AxLsqoh4WN4QJhxU2H/wJKXeS3QUK/l61sOOOosP3tLG9450l2uN6Wc8dSfoc1Mo6k7s+N0JTo7/3jRju6vYaSS3DMULLKkLIklFzHnOX3I40K57vMyZDFIoaVRHPXz/j3YRkCGTGOVP7lrOLy8MUBn20D1kbxoNKlIk4N6ZL+kDHQOZujJTDTGPqJHKqdRV+mDGPbEs0EyTrz/fwdef75j7hGyewm47WVQZ0O8TQtQQCAQCgUAgEAgEc/EDFhA1qqK+yTjNL/ziIiGvi4PXLnN1OAtAddSz8OrZjlk9xxxP42VZwqfIsxbwYC/u51nAZoEV5T4wTItDHWNciucYjuf40gEZORDlvl13U+sqsmxpG595/MCCB54qaNz5wPM0VPiwJAdupwQ4uOtWO/CjVXfwYLcP18URjnYmFpruFHZljGfG+7dgt+h0AOsA6iv9ZeNOLQskHJiLuerz4JYlKkIeuoYy/MG3j7N7TQ1tNTIty1dx37eOcbx72rlcBXaZQExx8fjHdvKVXxzixxcLZEs1IHswhq5Q43WQLWzmxiUV9MR7Z+6yk3EPEa9it27MYELMuAb0Al7sVJLtUwclsyp1FX76RnJlz8vvkdGmp6psAEpcNwEl4nPx4V1LeM+OZv7nY2d56OA5Nvrs73PtyiBNVUG6hjO4XTI1MS+abtI1lME0qcM2Pd3GFNNT7GqTOdF0c6L6YsGqqDl4APiTzn175jTZ+H1m3l4jgUAgEAgEAoFA8PJlPA7y6HxjPG4nE94Hj5zs5zuHuiYFDYDhRJGA1zXX5mA/nX4WW3w4hO2BMY26Ch9j6dktBSXVIORzT31rFDiMHbf5HHYKR1mnx5DfRWz8aXu+ZPLr80N0jOXpTGo0tyzhOwc75zI3nb2GcjqIFzSSeZXWCh/NEVuTcDgc3H3jBtZUB/jK4W7c8rzLr/PYFSszBY0JmoA1wLM+RTackoNktrznhEOasz1h0TRU+RmM5zFNuDyU5YX2MUKBAHv+9YWZggbY7TIAXBrKsP9UH6/buoy1A0/jGL4KkgPDHeBqezuXzp1h35vX0xybZi9xEbh54oVTcqDOnWW7FDsC1skMQQMgkSnhkiXcrvLXOuh3kctPW/uHsNtcJnnDpgbeva2eMydeYrs3zsEBu5VENeEvH7/M3aurqI54qY56GBzL0TeSmyqs3YR9L9NznUA5NMPU/V65rL/HPFwDXte5b88fvlwFDRCihkAgEAgEAoFAIJifp+f6oDLsoVBaeC2VL+lURcqu1Uex2wpuw36yfROwHjsN5QBQ8ntlHDDT1wKAXEHD73XlsQWMa9jeCzcCu4BbgVeNzzVNnQj5XcRCtqAxtcpDN03+8tHzrPzLX/K/fnZuajrHVKatoSojHryKTCavochOdAuWK7ao09TSypXRIj880sPgWIGGKj+u8sLGFWx/h1kpHGX2fVtNzGsNxfPJcgMsYG7LhWnMOaqpJkAyp06LU80Udf7p11cYSJX1q2ib+uIzD56hsbaa6iUrsRrW4ex6Caea4UL9K6lfsoIHX+qhNzGtEmNSnXHL0pzGnDOYs/doJFmgdrpoMonHLZPKzxKDprU9PXKiD5fbja7r1HlB0w1+fuAlvnpFwo3OM9fiBNwyXYNZimpZ8WUjEMeurJn3WCfIF/SRGQIdblkql/5iYHtnvAlY1blvz88Xmvv3HSFqCAQCgUAgEAgEgvk4NNcHAZ+L4eS8saEAjMQLM6s1LOxqCie2V8RMVmC3XOSqo15tKJ4fnfG5BTyfzmtXXbLkwxYwls6x+w3YvglnAMIBd1lB47dgUsWpDHvwKTK9Q1kiATdGyaAvWeS125YTi8Wob2zmjx60C08KJZ2heIHG2cJGFxDFNgVdkMqwh5JmyEXVLAJnZw2wYJGFGmX9S6qjHgzDJDEjeUSau3oiwXjyxwRuWaKoajyrL8EpwRYlwbtXeHjNxhY+/JPz/MWj55iyVn+OKUadIb97UUIZ8whAufGo04C3vNuCR5516luwPT0Au6Xo0RN91Dc20d7ejt5+lHPRHeRMmaCe5ou3RPj0bUsWOr5WbAPcYywiGjmZK3Uo7unH5XE70a+3ysSBfUBb574993Tu2/PIy7k6YypC1BAIBAKBQCAQCATzUdblM+hzoRvmooQBEyioOpVhD9il+Rexqymi821XGfbEiiXDVdLMKLa4cg47SeLM+PbLFnkOjcD6WEjpjAYV678gaMC4V0Jl2IPfK9M9lKWuyk86p9KdyJPMa/yms8jmzVv4/P4LDE5pm8mXdIYTtrAh28JGEntNVrmYHU+Ygw7ayR21wGrs1p1JZcnCwrG4Ug1l5hshnwuf4ppIBlksl2a+kS3pfPD7Jwj6PCytDvGJj32UN7717RxtT9AzkqWpJoDHLTF+7LdObLe9NUosqJDJlw2smcm8PU2DY3kqI97J17LkYOeKKtbWBjn/169ma8u0r54Tu1pmkv98sQfDH+OJTBVa42ZwusDQUNNjDAwMsmt5FfXhuTqFJglhCybdU97LYQtZ57EFj+eB50yTEGBIEqNAHkgpbmfaMKxh4HNAU+e+PZ/t3Ldn6lwChKghEAgEAoFAIBAI5qFz354hrpfRTxILKYwuokpjguFEIRXyu3XshfjqhcZPLOAHbMNIJ3Zrylps/4YNE+M03STom3d9C0A0oBDyu1u7hzJJ0+R5bB+FQ9jmnH2KSzIW2fYQqAgr+L12+4HX7cQlS4ylS4T9bnJFjc/vv8iNf/vUZDrIVHJFW9hoqvLjlqVBbK+MRVFX4SeZVacGmzixW3fS2BUPJQDH3J0lU/FPfeGWJSrCHnqG5wwDWTQet0RvqkhfqkixoJOVArzr6y/yxPkhsgWd/rGcUV8Z0INe120T27xtWyPfeu9W/IqTxqh3vuknmFeWUnUTTTeJhhTqwx4O7X0FYZ+T9SGNCxcu8PHZlRaT1yMaVJA9Mv9r/0XqfA4CB78Gmv1dLwTr+edLMp997Bx3ry8XdDILB/Y9PgaMjO+nBdsfZSvXW6XWlVTDGfYplYAPCMtOKVRQ9Wpge+e+Pb+V0vRyQogaAoFAIBAIBAKBYCGmVWso4yaMc/gJlOOYaaIWSrpcEVIWteKeWMCXYdpj/FxBW8iIlGhQIRxw0z2QwTSJYrcubMYWSjYCDYrLiWlaE/4cR5nD6LEy4okFvC66Bm3fjJoKH0PjSR0+j0xq/JiHM+VNPAFyRV0dTRU7NhPBuQAAIABJREFUGqr8q2Tn4pZkXsWJyymRKD9vDfbCOOWAtENi7p1POZWpL+qr/AzGCxhlbqnsLOvtMMGsxI7aCj/DY3l00+LpC8Pc9c8HOHPddDVXUs2T3YNpuSLiIRZS+JNXreDPX72cpw8exYnJ9z+wnargrEKSmSyoQA2M5Yj43ayqDVAR9NCbyNMipejv72dHW8U0s1Kv4lzdUOW3ltQF8biduC2LL711Ha9fHuDuO1+J12Fwg3uYotPLn965krqgh2c7xmitDRJd+FivYgsYVfMNSudU/L7rLTOyU0LVDIA9rXv3l03xEYhIV4FAIBAIBAKBQDAPrXv3O7DbRSapinpneS7MgYFt+HkbwFAiT0tNkLEFtl1gAT9t2Z3Oq1RHvRz6kz389FgP//TUFXri1ytIYiGFkM9N5+C0CoRZT71dLsmpasaEP8cEw9gtInnAqAh7GgJeV3XnQKYAeCtCCppuUlBtQ80FUjum8mImr91iWhZN1X56hrLoC1SJ1MR8DI7NmwwKUG1a4JQcl7EX/b7x3wb2dZv4bWLH3VYBNFUHSOfUOb0sFPec5p3dQPPUN+oqfeQKGj6fi3xxVhuJwfgCXzehbzjLhiUx+jIFTr70Ii8OWdS6HCSG+/nu+7fxpv84TEEzZs4xwbwX2u2UeP2merweGdMyOXj8LBIgS2CaJgP9fdx7YxNfPdiF3+vCNC1/Jqde68uqSwEGxvKE/V4aGxsBaOlzEYxE+bdd6/nEg6e4NpCmUDJwyRKVYQ9L6oKUNIPRZHHmd6CTRQgwYFfxVE+pUnE6HVOFw08DH1/MPC83RKWGQCAQCAQCgUAgKEvr3v1rgSeA/42dUjIgSeBySqQX9j0YAC4wLmgAmCaUNGPBJ9s1MR+yabGypmxoxLRVrmmC1+Xk1JkzrAur/PJTt/DPb9tAS4WPipBC0OeaKWjAFLPPCVyyhDZbkKjGNi3dFA0qW4NeV23nQMYNPC1J5EJ+NwMjttDg98po5cocZnMI2wSVXEFnJFmgqSbAVO/QdQ3Tkz0nxJPFVMZYlmViG1SuxG57aAaWYBuprgBWYbc+bAEOVEc9umlZk7G85VBcTjS9rLgwrb8m4JVxyxIjSTvGd3R2UsoBxk1BQx6ZH35oB/94dwv9o0m+dkXiYlzD6D7FM08/hdfM8x/v3jSf6WlZoSDqc/GpVy7jyJ+/gj+8tYHX1RU41ZvkO4eu4c4OcvVqO6eTEn/xVC+PXxrFLUt0D2XoHsqSyKpDk+eiyLjGDUUDgQCbW2tIEuBXZwa43JuiNubD63ai6SYDY3k6BjLkizp1lT5aagNEAwrY5p4O7P+BOQ13p2KY1lzRv+9r3bs/tpg5Xm44P/e5z/2/PgaBQCAQCAQCgUDw34jWvfu9Dzx55W+A73A9VaQWsGpjvkyhZPjy8ydUHAbqmPEUHyBf1KiJ+SZbS1xOBzUhD++5sZkP7GxheV0QWZb40tvW884dLXz7UBeaMW392o3tSQDAmroQjRU+SqlR5Hycgf4+2qoDuIMhEkWNobE8RW2WGDDADC+LSFAhk9enpk1MEg0ohIOT1R6HgdsbqvxWtqCl8iXDB7ZxaL6oU1TnrCyY2G8DU0w6Vd1ENyzqKv1k8yof2tXGf7xnKz3xPBcGMnzg5lbGSjpdA5lFPe4P+VwJVTcrSrPPeSZSOODOh/zu6p6hbAe2cWU3oGIbuE7KCSG/G02zyp1bB+P3QsJuYekdzeOWHfg8rpntQ6eBGybm3b2ymvtuaubMyeOsC2qcG8oxbPqJaxIXcwovdKbpzZlUhHyoponf48LvlfF5ZHyK/VtRnIrXJaO4nSguiU3NUT5z1woCUokzF69ypauPRK5AOpnkmhGhmMtwXmpgrGCyu8bik7uXUTJdvNSZmDhGBfACDtUw2dYcZml9JZV1DTx1Kc6BzjiPnezHMC3yJZ36Sj9FVUcf/34WVYNUVqVQ1AkH3HplxOv1Kc5oSTUwTMuPbRJaPmt2HJcs4VGc5Is6kaAy9Rq6gMT9d6x4YaEb+3JDiBoCgUAgEAgEAoFgkta9+9cDTwJvYHZlt1IV8fj6R/NHsH0pZsY/dGK3F9xQ5jMALAv8XheyJLG8KsAzf7ybN2+uZ23Ugnycb56Mc09thtH+bvzBMDnDOdWPAaCHKWLJR29bgtehci2usjJkYpomP7mU5cRAjh9+4CZO9SS5NjKtbcPCXrhOW1xWh71k8qXJBeoEkYCbSFCh2xYVLgCrvYosB30ueXCs4MZOr6ivjHicw/HCQsLDNaYIMhOouolhWLTUBvmzO5fRefkCb7ppNeubIpwcTLNzSZRdy6o4cHVs/tmhJ+B1VeuG5SjNL67gliVqY75Iz1BGMi2i2Ne0GYhhR+CeAy4DY9GgUpPNa1KZSpQsdjULjdV+0nmNfFGnJuYjnVOZIqyksRflk6U310ayNEW9bF7WwMmuIQ4lFKxsHJwyrvbD1Pmd3HbDJjpHc3TH85iW/d1x4MDhIC87HWnJ4QjIssPhkp24XU5Mh4N4XuVkd5wraYtrWScXMzKDmhvLIYNRwvPCN1nrzbF1ZQtqqcidW1fxzRc6JyJm/diGnvUAp3rTXBjK82cPneGlrsQ0kcEwLQqqTn2Fn0JJn9aeY5hWXyavjSUzpQpZkqiKeAkH3F6n5BgtlIx5o3s1w6Qi5OHWZZVYkoON9SGuDGcnPl79wJNX/u3+O1bMf3NfZoj2E4FAIBAIBAKBQABA6979r8euRFhV7vNoSJl4Wr8Du4Vj4qnxtfG/m4FtC+1naCxPJOjm7960hq6Oa4z1d3Hh/Dm+fCzOmqCOT7IXw8P9PXz4ltaZm0+uYaI+F+/Y3kSbnKavaL/9y0EX7TmJT65xUNJ0Dl2bJQQcZ4ZJZkuFj7DfxVN/eCs3tl2v8A9PETRMW0ypAjw1MS+D8TzYHoW3SRL9wEJuGs8Bm+b6cF19iI/sbOX+h87QPjDKqeNHcZkleuM51pj9vHl9Jf/y9o3I8/RjAMOmZUnSItJP6qv8DCcLl+Y46Iko0tuArU7J4Sxpeid2+8gBoB1bqFgJjLdaOCY9UNyyRDo3rT3pPHblzjRGsyrPdGb4Sa/CLa4+Qi99D4dpYMWaefst63ji7BBPnhsimVVJZErE0yVGU8X8SLLYNRgv1A8nCpeG4oVrg2N5BkbzXO5N8dGbWvjj7WHe31riA0tKNPpM3E6Qhi6BEkTb8Dqam21NTFEUgl4XO9qmdXVMGrJcG8nyyMk+1Dnaikqq3XpSX+mf2jJyBFscWQqQyJboHMwwMJrH43Y2t9WHjLoKH64yLSYxv5uP724j4ndxy5IgETd85o7lU4c0AG8rezAvY0SlhkAgEAgEAoFAIKB17/53AD8G3HONqY35GBzNTTzV9mGLGL/BXgA3w+KyRE0LWqsC+N0OrNEu0uk0g0U4knDxjkYVx/gsxWKR5uYmzvRn6U1MrjX7gEaAT92+jHp3iVx8iAMjEud6hhkxfXxoqc7y5Sv54Ykhnr0yOnP3Y9hpIZN8/d4tPHt1hO2BDPftXsfymiAn+1ME/W66hzKYFsPYIk5dZdiDBSQz11srIgElgmU5sgX9eezKhZlxLFex42id5a5HZcDNIx+7GW2oHaOU52cDCq7By3yv3eQGZy8NUS8jQ4NsW9lCc1WIpy+OlJvmMHCD3+PCtMq2ikzSVO0nV9RIZdVLlKkcmUk0qJDIqBGuV3NEsQWd512yZFVHvdGekSyWBZGAgiRB5rrnygvAzeXmTZR0OpNFPr5GYkNrLT6fj8rSAIO1N/D8AByeLUglgC7sawm2OOXDFqoaAOIFndduaWWwv5/v97hJaRIfbNMIG2k6rQjRUIBRfzP33r4F0xvhi49f4umLI1jXCy007GqVWQR8LgzDmua9ohsWJc2gvspvFYr6GcO0tlKmSskwLTJ5jUSmlHK7JKsq7HWFA/a/WkPIw5/fvZJ9b15Po0flcGeC3tEkCjp3rWvgzMC07/+SB5688tX77xBhKBOISg2BQCAQCAQCgeBlTuve/bcD32We9YHfK2MYVrlyhNrfdn8VfjdffO1qHj076cvIo/0Kd1SrSDOOID7Uz7tuaJz6Vhhso8nXb6zj8VNdPHg5j2pYjLmr0Y8+xGB/LxWVlXzjQOfMXR8B1k994y1bGmgMy5imycjICC8dOUQik6Kh0s+aSj+myQB2+kmzU4Kgz8XA6PTwlIBXJpXTHNjJKSPYkbATqNgtL3OKRcm8xpneJLGqGjZHDFZZAzyuLkHLJjj5xE9pb2/H7/fj9fl56Hh/uSlGgVYAy7ImRaFyVEU8mBaMpUqwyFSOOegGXlFf6WsbSxf7TJMDQCEcmGYQegzYXm7jpmo/6ZJOvc/FHbfcyJr1G7nvve/l3j/4H4ylVAqGyYy421NAiRn3D1tA2AKcAfj1uUEKlpNvdHvxOS0+sESltrqSHetXEvD5+MJbb8Lr8fCu/zzFnQ8c4NFxj4wpLANSlKGkGniV2QGihZLRN5woDNdX+jfI5U0+pxKNp0tnOgczDI7liQUUQmGFg+3DPP7MC1y9dIFlPpX+gkSFYjLc180nblsydfvNwO6FdvJyQlRqCAQCgUAgEAgEL2Na9+6vx/bQKBs1MkFdhY/RVGGW5wS2t4bMIqs0APa9aS11rgIHOxOYFgwUJYZLEnfV6sRiMeobm8hm0pimSeuylXzzcB+D2SLhgFKKhpTaWMhDRdjDU5dHGM7pZNMpCk4/GDpGRSsXrBr2nx8hVdBRVWNi5T7hbDrpaRD1ufjme7dx6PgZzsUNtkYNTiQkftWt8pnNXj5291ZM03Ic7YxXW0BjlZ9UTp1VBVER8jCSnFzIn8deZPdiL8Q7WaAlx7Tg8bODvHXHUrozBr/qNTGdbnC6MBwyUT3B69/8Vv74oTMcuDqr8iQLDDIuavg9Mg4clDNyDXhdRIIKPUOTHg2dE9vNxwzDygnOVUU8zQCjqVIIaJadUjEScDvGUqUu7BaV9cwQc2TJQXNtkHxRZyhe4OJglq8+186vzg2SLRl85sEzjOZUdMOktmLSUPYw9mJ+eizMdSRsE86IU8JxuDfN7UtjvGd9mFVr1tHa3ERzczPPXhnlm4e7OHJlDIfDQXXUSzqvTq3SmOAM45UfU3E47Gs4XoXSCZzFFneSmm6u0QyT+gof2bzKAgm9jcAhw7SaklmVb71nM52DIzzeY3E86aTWY3I150TpPYWeGOSOXTv41fkhEterXyrvv2PF9+fdw8sIIWoIBAKBQCAQCAQvU1r37ncCDwPr5hvnliVCfne5iE6wWy16mCIWzMf21iifvn0pF86doVbR2d/v5FoGdlrtOIMxBpV6fnw2zrGki+dHnfzs/CjdyTyyU8IwrYFUVgsX8hq//MRO2vQ+VvuLHEwHcJ5/Ej3WiO/C4/zxqzfy4MU8ilumIuIhElTweeS4YVh1U80u/+7N6wgaGY5cG2JMk7Asi+dG3by/tcim1cuxLItV1V73m7Y28VJPEsMBQ/HCtPPxuCV8HhepnAq2b8Yt2G0mEWzBIM648eR8NES8nB7KcGqoAKaGZph4nv8q+rKdpGs2cLonzc9ODczcTAMuMqV6wTdeSTBT1HDJEnUVPnqHslMX3NOSZMrhcUt4FRfp3HRRw6fIqWhIqekZvm7CWhX1KEXVcOZLegRb1FgyYxvqq/yMJgvTRBLNsBjNqhxsj0/6V6i6XalRGfFkUzm1CVs4u35cLol3bG+iwu+icywPEPUq8qWGKn9lPFNi35s2cHpE57OPnOeL+y/w5WeucX4gRThgCzT5ko6F3VKVzWszRYirlBF7DN0ciYU9rmRWHeB6K04ztoDVpOkmumFSV+knU14smYofO57YnddMPnHrEraHCzSH3PyyI4dqOkkf+SldVy7ZkbLrV/PEheGJbVc88OSVH91/x4pZCtfLEdF+IhAIBAKBQCAQvHz5M+D2hQZVRb0ksqX5hgwuZmey5OD/vGU9HVcvo2kGZ3vilAwHBhJPlBr5Wb+bgx1xDl+LMxgv8MmdreSzKl2DWfpH8/GRZLGqUNK598YWEok4+Xye/4+99wqQ4zzPNZ+uruocp3tmevIMwiBnECBIgBEkRFKJVDCpI4mSLFm2IrTHPiJXPivbq+OlHI7pXUtWtChakaQCAyiJAikiEESOgziDyXmmezqHintR04OeANJ7tbtGPVdAdVdV1181F99b3/e+b8bt+Jwi79rQwuL8VZxbP8gFtZbJtMxIPE/vSIb+sUyyUNJ8kaCTtjo/zbU+1jSHWBnz09dzla7xNMlUitfG7HysuUhbLEqkKsLx48c5d+o45w7uxW7Xudmbxi3NtsUIeJ3kigrAPszxk7lsxuw0WBC7AA3VXiS3xIc2N/GOeh3Z5mRttRNPy2pGh8dJ5XWOD6eJBJ1zdz+G2cEwg8HC4ycNpjEo6uzq/W3rQYdkXzDmtrbKvWo0PitVBo9TLAtfNkxT1N7yZ2G/k5oqN0MTObKFt4wDLtM/mSqe0g3DFw26ZjxKqrwO/uLedo4+fhdfuK2RH3xiKxGvA79HIhZxLx2O54inS2z5P17j8z87w/nhNHlZI1NS0XVzPKds0pnKykwmCzTV+nBKs5YiUvHvEuYYzSHdFO4cTHu6VLAaU2AiW1CZTBVpqvXPG6W6o72a92+caQCpwvQC4aWzw4guD3pVE6+O2ihqNtBkHEoBVVU5dfIE71xbT5V3VtPL7v/IIt4IWJ0aFhYWFhYWFhYWFjcgrY/tuQV4mrcpbAUgEnQxOqdDYQ4Lvtmeyx9vb8PQZP7txDivT0pMFg0URDA0XAe/yyKvwZ4hN4WSxmSmxPNnRklc6xA4ASwCePy+ZYRcAhPJFM/1CXy4pUQsEmbj0kaOp128enGcQsWIiGFwtChri9M5hWRWRtd1bl9ew89O9LN/1GCsZEcRvTB6hbjuIuWp43BvnI6JEicG0+wdVNDTE+QOP8tX/mg7WXuw3B1ANORmMlU8ruvGgmaY0+iYb+ZnrXWsyk006CaTUxiazLEq5uO3fUVshsb7Fol88dEPcGDYoGMoRTIrUxVwURVwki+q6LqxD9gx90Rup4jHIZK+NqpAY42XfFElNX+EZFY87kL4PQ503ZjV+VEf9ShFWRMrE068bhGnZK9MPXFgelPodVGP2+0U6RvNzvWvWIgkpvfJcqAxnVOoqXKjajqyqvPFu5fw8IZazp89zWB/H4LooDurk9cMBsYygqIaR5gvOswg2m14XRK5onk9sqpTlDXqo15Kil4WcHoxuy9ymOJDI9AE2IM+x0JdGE4qzEplRUc3DGIRL8WCyoMbG/jmh9bzwOpqHtzUwptX4wwlC2B2n3h1A+HF86P8oSvOkqiX+zyjnExJSL1HEUWRDRs2EKurx+n2cKQnUT7nqif3dn5r9872t/zDvBGwOjUsLCwsLCwsLCwsbjBaH9sTBn7KddI4KomGXWQLytt9bb57YgVuh53WWh/HhlI8c3qY1UGVzy8uIjkcOHveQBw4hbL5Axyc8r2VF8FM/8GHv3+Mp45P8OtRH3ctDlMX8gHQ2NzKkio3Xs+s8JE+5qRvfOa2RXx6U5Q/bSuwZuRV0M1OBF1yI5eKjKaLxpmhjFYXi1EqFcEuIhSSKLLM8UMHeOoTWwi6JYC8IKAqqv52MbbNwKHyf6JBF211fjTdoGckM9MF829HBgi4ROyihFvNMdzfy48/uXXmIEMTOSZTRRprvGo05Lp97klW1QdYXO1j1+oYX7l/OTYbRENmEMd1RofeJoUWJElAVq8JRD63hEOyGxUeIgBU+Z0kMrO7eQRoaYn5/YaB0n/Nx+N6TGCO70iYUbIzbSmD4zmqw27etb6ej25rIV8okM/n0XX4h319FFSdkYkc0w0lKzBHchZkKlPC7Zr9uBZljcGJHLEqNyGf4wqwBTO2eBlzkmwUVcfrmhtuA5iGsDNk8gorqn2sagvzqZtrifdf4fSxw1y4cIHP3rGo/LWGgFe60lrnx2az0TOS4XRvkpXbbsfjEFmzZg27du2ivb0dAZ0Pbpql1biBP7nedd5IWKKGhYWFhYWFhYWFxQ1E62N7bMD3uM4bepck8MSDq3lwvdkm73VJxJMLFsSVzDNwdIgCsYiH1jo/1WE3O5dV87d3RPlYc4H1IZ2unACik3evquEdLS5svij58KKFjt2BWexqmHGsFBSNp4/0c34kTVGxsWLtRlasXkd1bS17zoxgs4HbOaPXjFAhuiyt8fGRm1vo6boMwKLmRmyCgOPgd8BXTbC6nj+cH7cdvDTRcapnik9sacJ/7nm0+lWIosiadRv48Zu9pApKMuhzJGVFf0tBp4L1YZ8z11bnRxIF+kYyleaiiIINn1vi3ECa+oCLVWvWUd/cypefOzvrILmCqvQMZzIOUaA15scxPUqx++4lvPj57bxzTYzJeIJ3r6ric3cvxueWGByfPSZSwXVFDa/DjsMuINoFStNdL4JgpqcMT+TOzP2+aBfIVYyVOCSBljo/qawsjcbzHW9xrmHgAOYzdBtmR8sM1T4nu+9ewn+7eymDmSJnTp/mYsdZVB2e6nNSVDW+trOZ966fGesIYD7bbyx4wdMjKI45KSWKqvcPjGV6Qn5ne9g/b8xnBjMBZUEtcBXmMwqAJAj84/vWsK3Gxn97qZPhcbPDYmRkhI3NIRZFvTTV+gj5nMtH4rmLI9OdPxdG0uzrilMfcnP//fdzzzvuZ8u2Wzk1aePjPzw+95yfa31sz3VTdW4UrPETCwsLCwsLCwsLixuIJ/d2/jnwxYU+qwu6eOZTW1kUMLhndT0TBZW+RH7WKMN1sAFeURSIBl1Uh9143RL5ospoPM/a+gB/df8yrlw8j2EY6Dr8dNDJgw0yt2xcQ+Oam/n2gT7qrqVdgOlR4QAWY5pZtmAmmBwBmhtrvLaReI6jPVP88M0+sEu8emmcY71TyIpOdchNKiePYb5tt4GZXvHUxzaRGetnamoKAG8wzMmUxAZHgodvbuf34xKqzUY2J3f3xHNNrw9qvO/WlQyXBDZvWM97d93JJ58+WZA1vbu52rvUbsBUbt5Yxyy8bpGGaq/TIQn5oYl8Np2TPXMbUhpqfExlSgS8DjqH0qxtjvLEb6/wyoWxuYc7BizN5BUUVacu4mFpzM9f7lrCqRPHuTSaZjynIiSHeKFH5b/esYj9nZOUFsjixfRCmTeqEXRLvPyFW3loQwO/uzQx0+XRWO0jnVPIFdVZ40aRoBNNN2ZEDb9HIlblYTSRL3f51GEKF3NNSfdjRqguZk63T3utj6++czl/855V1DtKKOO9xHMlXrqaJ3HhEC+X2ljsh/fUKxiawu3rl/DUob7y7hKmsHEOc4xkllGrINjwe6RKb49LQFg3qE9mZWqr3DhEgXxxYe+PgMdROWZTxgWcKp9LMwyqvBL3LfUzMpHgt2MOQokrnD5zll8PChTsTsanCownizZNM0KYpq1hgKyicdOiat6xeQXPnYvzpZ+f5ZenhonPf878wKXdO9vPLfhDbxCsTg0LCwsLCwsLCwuLG4TWx/bsBL6+0Gcbm0Ps+fytaOkxLp0/x5kTR+lP5vmLu5YQcF2/GWH67X1Na53faIh60HWD/rEM/WNZpjIlHHaz86On6zL69JjHvkmRqEOnNSjR1LqYv/hFB6qqk87LNFR7wTTWvJ35qSEB4LbasHuqpGj5kmwer6BofOdADz85OmD+f9r/weeW4lSMrexYEmVZXYBEYsaXgK6sQMQl8OEPf4Sa9rWc6ZkiW1BoqfdvcUgCU3mFfzhtYJd8nJEjPPbLDrIl9dSj21rWBdwSz//ZLWxqCS+4Ni6HQHOtj0jAxWg839c/lg2qmu4A3qz8nt8jYQPSOQW7YCNVUPj0j0+xv3PBcIuZm5ErqkQddhZXe/nET05zebLI+Ogw4/EEP+y2s7O6wBKvwoufvYWGkHuhYy2eu8EpCvz7JzZTSk0iFhKEPBJfe+9qasNuwFjQMNbvccx081SHzLjd/rEMhdKs6NvbKq57CDPu9jZMMWAe//D+NWysETj65htcvHSJSxNFSqk4KcXGqchtaFcOsCRndtskEgk8dri9vXruYdYAm4CrwPnyxql0CZdjZhmvYoouVeUNfaNZXA47dRHPvN9VKGlIop3H37GMLa3z7vss5ej7B3uJ1dVzZ8ygTpvkV/lWjkVvp7+7i/9llVE5+yVNrwkA8bzCG1cmuelvX+MfXrnCxFub9H5puvvqhsUSNSwsLCwsLCwsLCxuAFof29MK/JIFaoD3b2rk6Y9vpq/zIoP95tvuiwkNm6awNqzz8hduZVH02lSAaR7qpCXmo7nWD8DgWLavbzTLZKpYtqgA4CPbWnDbNSYnzQI9r8KZlMh76mVaFy/lp8cG6Bo3/RbiqRKi3Wb43dKqyt+3si7Ax29tBUAUBTwusWpkMi9hdnMs+Dp9IlkgGnTNmmc5dDXOk3s7Wb9pC80tLdhsNq5m7bT4bTS3LeLPnzVfeE+lS4wnCn0NUS8Br+mfcKxnitF0kTe646fvWx275VO3LcKma1w+f5anPrZpVkEt2gUaa7zEqrzEU0X6x7IUZS2DKbAEgG3AQaYTM6JBF8PxPAGvREmZJQTM5SRmmsoMXpfE3zywknc1qDw3YOf0FGTsAfTBDlyTXXR3XcFn13n0lnnJrR3ALBXAZoN/eWQ9IaFEz9VO+nquomsam5v81IZcFOeklrglO07JjMJVdYPGGi9Oh53ekQwLBKaAmYjyO8y423WVH5THb6JBF3VRD4+/dJHPv9zP/7wk8p1uF78fk7gkh8AmgCCgNG3i8uA10WdsqI/P3tHGdVgMtGOuOQC6buB22ruAKRaIIx4Yz2GzmSarZdprffzTB9cS9ki8b22EH3/yZhz2WX9ON1GR+DKcKrLv8hhnSyF6tCDYBOx9J3Cc28PJo0eKh9BbAAAgAElEQVT4yLZZ92Qzpq8Iot3Gqb7E9bpr5rKZOZ4xNxrW+ImFhYWFhYWFhYXFDcCTezufYIHi56vvXMGfbG/m/JlTpFKpme2/HHZwW7WCPTeJZNP56B2rODGYwuEUCQWc6JrBWLJIIl0iX1RV3eAMpnmhr/L46YLCjqU1tDXXk8uk+Uk3LPFpbG0OUl3fzKd/dBJFuzaMUSipJ2JVnrbyGEqN38kLn7uVXavqWFbj5exYhni6hKzodswRiG5M34yayvOqmkHQ59BUTReV6eJQN+BY7xQvnhthx6oWVi5p5dmOCT64sZnfXojzcse1ZFpF1V2ZvHwuVuUNe1xiKpNXugBndcjd+q1HNvDt184iaSWaxByZVJJH715HTzxHTjOIBJykcjJjiQLT5z6E2TFQSTNwNhZx18iKJmTyCjVhN8mMXN5nLgZQZHpEAUwR4n+8ZxW2QgotNUbi4hHGQytAENBdQbq1IONCmAuTMj863IeiapVGrBeZk1jzV+9awa0tPi52mD4eaRnOpQRevTLO+1cE+N8f2siecyOki+pAtd/Z8sru7VydKjAQz1ET9lAoqYzGrx/G4XGKfQGvI+r3SLXhgJMqv4uQ30nI78TnlXBIdnTdoFBSSWZkfvknW1lpGyMslOjIiFQLefTXv40aaEAoJonXbsAm2Nm2rIGG5jbGMiV+cXL4eqe3T6/5AWDQbre5fW6pKVtQAphi0bwxnExeweWw0xD18o8PrWH33YtxlRL8oSeNY6qf6qoQUyXTB6OCc0yP2YQDTs6M5RAdTjbKFxk+uR+lbSvukbNs2riRR3bdyg8O9ZUTYUTgNNAc9jtJZN56pKmCDuCZ3Tvb/0Oxyv8ZsUQNCwsLCwsLCwsLi//ktD62pxH4AXPSTh5c38Anb2ng7MnjlErXWtxPdw1yseRnRbGLLqI8c6XErzrGWN0QYjSep3ssS86MFS3vcghzXESY/nfj9L+Zyiv89NgAOQVWLW3l911JHm7WWLFmHV954SKXRjOVP+mYphs3iXaBcMBJJq/wg4/dhMcocOTIYQYUB1Mlg2xOIXstYrQKU9A4iOkxUJ6z0GRFi1eH3L65UabpgspzJ4cYzyrESwYPb27m8z87gzY7p/OwYXBzMiuLPrfkqQo4a29uCrgUm40V7jzPX8lwW7VCQIJcocQPT43TmzMIuUUu9KdmzDWBLGZ3xiwDTACHKNRVBV3G0ES+CEiRgIvx65uyHgdWz9rfLvC5OxdTyGZ56nyGLqkZ3TCwTXbjO/FTtrU3smJZO1fjBcbzCiG/k/C0iBDyO5u8bklwO+2IosC718b42E0NXDh3amZM6EjPBH2ym6CtyPZQgbbWFjxOiRN9U+PP/MnWhmP7X+PVMRt+l0Qmp5DIynidIgGvg5DfQdjvJBxwls8ruxxiNRhhzTD6MzklGE8XmcrIJLMyqaxMJq+QL6qUFDO+1S3ZODYJh8Z03lsns6NOIBqJYMuMkaldy9/e08TvBnVe6cnzk6MDfGtfz/XWrpJeYEehpHmrQy6SWdmB+bzux4xkndV6IRjwxzsW8aNjfQSS3RTSSXpyAroBdVKR29cu5odv9lfuUhMNurTaKrdos8HgeJa/e3A1i6JePMhcJsbO9iiLW5upq6tjJKtwcWTmb6AZOBPyO2PJ+fG7czkBPAZ8rveJB66r5NwI2AzjbXOCLSwsLCwsLCwsLCz+f0zrY3ueAL5cuc3vFNn/F7dz5fwZ0ulrb5q7u7t5Lh7FcHjALlLj0LijQWLnhnYGiw4+9tTxubGrCUwvgWjFtqtADlhb+cW2Oj/vXlXLl3YuK/+uyo/LswRRgJaYj5jXyff+y3pOHT9KplDim1ddPL4twqqli/jkv5/kRN/U3EtNYr4pX4FpELm+udanJTOlwXRe6cPsItnAtM+GALTU+8llZMZnx5FeAhZhGpUCsLmtClWANp9AqVigv2Dn84uLvBEXOZkUafXq/PWDm/nOgT6+fWBWcb0PU/CZR0vMx2SqSK6gdvjcUmvI7/C9RVLJCeZ3exALu6kOuVgf83ByMEONkaKYz3BHME17ezvrN23hG/t7+d7B3srdpgSBsNsp4pTsOCU7S2t9ZIoKmmaKMaJWIl1UweHBPtFFTSyG2xvA4fGSl3W9WMgJ48kMuAKgFnE6XWRKOppuICsaJUWjWNKQVT09vZ5bKs6fx7zfCybwgJleUxfxcseSCNtd49jtNuobGqmuqSGdzfPlV/pYW+Pj+dMjlHSDkN/BZLJI5vrxw6cwBabtTN//plofk8lCpffHOUyBrLZyx+9/dCOdgyO81JXjw81FrmTtjBQEHmpU2HDTzex+7gIHuyaJBl34PRKyosVHEvlIeQxr16oYf33fIs6dOs7Lo06Cfg//9d7VnB/J8L+9cIErFXG3oigMNkQ9DX2j2YV8MgzgR8A/9j7xwLwEmhsVq1PDwsLCwsLCwsLC4j85T+7tDGEWc/7ytsfesYw6V4mRoaFZ3z1z5gyD/qVglxDPv8xKY5gH7rwVZ6iG//L9YwvN+Z/GTBippAqzMHwDs0PBE/BKOESBV86Ncbo/yYHOico31AAXMJMwAIi6JewOO4v1MYqFPM8OOmjx6DQLSUqFHJ+8Zx1dEzmuTswSAVyYrf9dTHs2FGVVqAl7Qsms3IJpCNkD9AExn0dCtAuMTs0amSjP4MyMeThFgZ/88RZa3DK/7cowLttAKXIs6UBF4OEmmQ/dvo6DPWn+9jeXK4/VjWlWOc/HJORzIokC8VQJoKY67CZbUEZKsjYvHhcYAJZXbnA77TRW+zBsgKJjd0qs8BTQRSetsQif/sD9VNfU8suzYzz5atfc4yUMg4Ci6hRKGtmCQrGk8q1HNnBvq5Ox8TjdOUByg2GAWiRcmmRZXZAWr41dGxbZsp3HGT75OnrNUlz7/hWXUuCSHJ3VbaHpRgdmIb5yzvml6XtQO/eHAdRFPAR9TkbiOf5oQyO3rGmjuXUR+3tzlHQbz54e53BPnO6pAiNTBYqyRraoUlvlxusSyVxL6xnFFINErj2jofKHNhsEvI7K79dijvh0ArHyRpck8vm7l5Md7eUXQ07afRoXpgzyHX8gm82SD9SR13R03WA4niOdU7KGgYPpzqieySyfvG0JVeEgN69o5fvHhvnp4QG+vb9nXqKJ1ykGHA57Op1T5hqongEe6H3igW/u3tk+LxLnRsYSNSwsLCwsLCwsLCz+k7N7Z/uFJ/d2fgezwNzqddjFb31kE4N9veRyOQRBoLq6mlwuh67rdHX3ogsiRt1K8uFFvHvLCvZ3JRaKF72Maf54PZoxzTCP1Ue9LUMTWXQDeuP5uYLGAUzzTAACLpHn/vRmhsbj/K5ziv7LHQxJMR5uUrHZwDAMYnX1/OLkMINT8zwceqgQADTdwO9xYOgGsinIhDEL1oNhv7OhKGtC8dqoiI4prszsLwo2/u3RTQRsBaYGuijFRxjUA+g2O/Yr+7mnusTtt9/GhbjKF352moomljymCeUsrw8wFY5YxMPgRJZy43w06LKPJgoB4GVMIchfsctppv0v7AI0VHvxeyTGEoWZGNi6oIsPLha5kHWyYUkDL5we4eJYjr9/5cpC92WcirQPMFM9DvQm2D+QxzAMvGqOtArixd9DuAmCMR5oEdm5bQM/PTbI6ERcV7qP2RTJh96wmr6cRMk5oxdMYBbhm1jAhHOaWsyRoZluDbdTpLHGi6xoDE3kUTWDjuE0qZLBnz97lhfPjvKLk0OcGUyRL2lEg66ZCGBdN0hlZVwOu1Fb5dZkWe9SNL15et3KQtFVKhJ1SvLsY0zjASKYXRsxgK7xLJ/csQgxO0GtvciLwyJFRWc0q3FCbyAsasSzOv2T+fL99GJGDzeB+Uc3OFUgqQg8/qvzaDYYSuTLXhqzCHgdaLoh5YvqANcEmB8C7+194oGB66zlDY0lalhYWFhYWFhYWFjcAOze2S7v3tn+2pN7O3+saEbj5bHsyvfevBy/3080GqW1bREujxd0jRBFuqQm3uftwRGq4bsnJ2iLuNm1IsYfLk9UHvYi06aIZYJuCZ9TpHAtxcNVW+VuUTQ9mcmr/ZgFYyUdmGMqIoBgg+8/ugm3mmbs9EGO54NMuutwnH2BGq9IJBJh9bqN/OuBPp4/s6CVwEWmi8kyxZJKbcRDNq9Ujs40R4MuPZEpXdF0ozw6s58KccVmg288sp7lVSIHT3bwswEnvSUnWjGLOHAKtX41nUIdGVXkay9dQr12cHX6utaUN9y2NEpD2M3AVIH6ai+5okK+aK6R22nH5RRJ5+R9wD2YhfUJoB9wYnaYuGvCLqpDbtLTJqSqZuB22vF5HSwOuti+dgmvdycZiOf4+bFBjvRci66dwzDTYotDFIhFPESCLlyinW88uBwpNcjhtA+HYLCMcXbEwB6q4TejTibSMt890EtXzpmvb2xyODLD5OrXM6n5ymt7YHr958XFLkAIszPGa3ZnOBiZzJHOXRshyZRUTvYnKSrzzVOdDjtuh0je9FdJA4fzRdVZLKnB2ogn4pAEW644K7GliznPq98joWnGXHNWO+bzmAc8mm7gkgTuXNNGfnKIgc7LJD11GJITx8HvsCakc++dO3jlwnjlMQpUPOtdEzneuBonL2sI2PD7HGTz80dlQn4H+aIqyIregymqfBn4cu8TDyyY8mNhiRoWFhYWFhYWFhYWNxS7d7Ynd+9sf+bzPz31xk+PDWyLVQUjNy9vZOf/3Ed7fYQNy1oRUTmZFFhTH2BVUGdT1M6+cdjfnSCTVyrfMA9RISBsaavim49s4Ev3LKWoaJwdSmEXBKJBF4MTORdml8QhzKI/jPk2vA2ziAfg8fuWsaXBzYtHL/HKpAvF7ga7A6WqhYmiwR03reNSXOFrL19a6PJOY8ZqzsIGrGoM8skdbRRkbaa7I+x3CvFUKYo53nEauJWKUZG/edcKVte6+drvLnIkIbE1orJOvcpFJYzjwit4h05y//ab+MWVAiG/A0kUyBdVAzhKhYfE1rYqvvPhDbxzbR29iTyJosrIZH7m91WH3BRlrbdQUstdLwKmaWUTIIV8jkxdxONXNYPBiRzlzhJBgMZqH8OTOc4Mpnn6cD+yAecGkmjaW3onDnndYl1dxEPA6yCdlxlNFMjkFT62fTHfOJnkodVRrkxpfHxrM36/n/u2rkZD4PnzZuFelLXEsOLxjUj16NiIBF2kc8oBYAcVXiRvg9PnlgYbqr3RoqwxPLlw98L1KJRUasJuPZmVD0yv11LAr2oGyaxMwOsgGnRVmtr2MUfUAAj6nJUjKGU8mKkozQDnh9J87p7lvHJpkpNyFbahDgxfDXrLRlqDDj5y71Z+dmygUsyLAMemf9csirJG9fwOEQCqAk49mZFParqhAad6n3jgc7t3tv+H1+RGxDIKtbCwsLCwsLCwsLhBaX1sjwP4EvDfmU7n+Owdi/n0jlb+6eWTTORkHmzSWLNhM08dHeaHR/qpDrkplFTGEgUdc4whBmYSx6n/vpPBvm7i8TitS5ZRMCT+7NmzjE7lZ719n+YNTNPOGUHjzhU1BL0SXeMZApJBkzLCyZwPQ9dxDp1i8fptDOt+4jmZXFFlKlOqfMNefk0+b9zjyQ+updYDf7evn199+lY+8dQxXr8yTnONn97Z6SuzTD3vXRtjNFNifVDh1rCMMC13PHlZ4rbcUdrX3cRXD8ukiyoCEA278bkltSCr4kQij6rDslo/z356K1cunKNQKPLPl0VW1nh5+tC1xIy2er/aM5yxM21gWcYpmV0UBuRGJvOTiqp7Mc1OXQDNtT4yOUWfypZ6MbsvjNaYf+vgRO6Mqun56eP5MTs9ooAY9jsJ+RyKqhvSHJNMwDQerQ252Vgf4PBAkmc/vplUcoqxksTD3z2Kaug0VvvQdCM/NJEr3zu5tc5vjCXyzrnHeyvqoh6ckp3ReL6jKGur336PWZwFCk21vq2JVJE5HRkzeN0iNSE3qZxMIl06xgKiV1udn56RDDV+Jxuaw/zu/Ew6qgLEmX7Gb1tRQ05W+VBDlvG+bn6tLGWzfZSzQhMrajzU+b3882tXKw89jHm/5vmkNNZ4SWXksrFpErOzx9Na59/YO3s0a3XvEw+c/3+0MjcYVqeGhYWFhYWFhYWFxQ3K7p3t2u6d7W88ubfzh5gdEyuO9U5xZSLHl3at4ufnJvnQzUvomFT46gsXUVSdZFbG65KoqXJriqoHyqKC12nns3cu4XxHB6VSiYmxEc6P5xktCvzZ9laO9U7NHSGoAwSnJNhrphM8wj4ny30K90VzbAprBH1uLuScLEmfI9eyjX/60K3862tXGZ7K43KIRIJmRKnLYUfVjH5VM1rnXuOf37uUdyyPMHTlHOeTMDQ2wWMPrOVAd4JMSZ07AhADBqsCzlCsysNAIs8jGxr4+K1LScTHZ5JBTqRdPP6Rd/OZ5/uYmt7fAHJF9eBUptQqiQI1YQ9hv5O/vG8ZpYk+jh49yi+u5LCLIl99YBXL64K8dmkCSRQ6vG4plsrKM4KGIEB91EvQ5ySeKnVPJIthXTfOY6a6iIBeHXLpgmBjPFkQMLtemm02WqoCLns8XWzA9JJoAeoE8FWHXUJNlduw2SiOJQrHpzKlZnVON0dZmLkylOJUfxKfR2LfpQkWx8L8yY9Oklc0DANSORmvW0xFQ25Pvqie0nRDLSlatCZsjsZ8aecSgm6JoNvBSGp+RK3XJdJY7aXcnaFqhgCUuBbHez3OYJqvSpjjLY2aplMVdJGea7jpsCMKAvmSRjorUxV0EfY7qzN52T73vX510MUjNzXyzQ9t4L5Vtfzh8gQT2RKYYyingea6iIesrPL0RzdSmJogEPBTMOwkhCCPNpe4nIZzkzK5kkLp2nPux0xdaZx7IZpmUBV0yamc/Ob0fVoE1IX8zrkdHLbdO9v3zN3f4hqWqGFhYWFhYWFhYWFxg7N7Z3vmyb2dLwO7Aaln0pz/93ocrGyM8Jkfn670iyBXVK/kC2qgpsot+j0S2YLCV+5bTsiWZ3LCbJjQdXjqKjxYX2Rzc5jH37uJ508Pk8wrSKJAdchlrwm7DY9LEvJFlZF4njuWRPnMzpUUsmmKxSK/GZVo88FDm1o5nXHxzNEBrk7kMAzIl1RSWZl0VsbpFEdCPmdbOODE7RRRNQ1VM3j4piY+c1sr506fQNM0mtwav+6H1VKcSZsXmw6DiWtjIAGvJNZHvQGbDWVoMmfPFlQOdMZxSSL3bVnJVHySUCTCgRGNH+zvYWx2DGwC04TSWSxpGJrBF+9azI+O9vG7q2kuXr5COroc2/5/Q5cLvOuOrbRV+ydPj2SaC7JqK3c4RIMuaswkFEbi+YuyqjdgFvuT08fH7RRt4YBTGBibHfv5v963jKGszO2LI3QMp5FEgbppvwxZ0RmayNsyeUXSdMOJ2SEza//6ai+5gun1IYoCPrdEx0CKX50enpt6I2cL6hlVM2pjEU+jphmhXFEl6HXwyE1NPLo5xoObW/jApka6xrN0jV+LLK2Pegh4HAxP5ipHPjyYxf8sL5QKjmB6ZqyZ/o6v/IGi6lQFnKTzMoYBsYCLL9y1mH/7+Ba2LQrzzPFBDCCdUxBstslYlcenT5vG3r2ihn98/xqWx3y8cXWcSLobXddY1FDDbzpmTHFrmmp9Nt0whMHxHLV+F2uaQiQTCZrdOnvHJTaGNe5eVs2OVW282Z/E4bBXimWNmD4jlWMvJxVVH64KOJuSWbmZaT8Zu2AahaZmixorntzb+Y3dO9tnPWwW17BEDQsLCwsLCwsLCwsLdu9sl5/c23kH5htj4jkZwzDYe3mCxOwiqxuIaLrhS2VlBJtAQ9TL4hovjkQvum4Wv6+OSwg22FqlUsjncIRqefniKF6vA79HoljSGE3kTyWzcn3ZI+L0QJIzgyk+ctc6dE3hV10lPtiqs27DRvZ3xRnIlOa9kTegN19U+1I5uTmZlZFEgaqAKQxUB5xMDffixawHPSJcyQhM5YpciKv8j3evYHNLhKmCgui045TsDMXztlRWHjEMpphOnzjSO0VO0Xn/jrUkdBcvnhujf3JWlCyY/gkz5gdff99adi2rojbTzfCl04zXbwVBQtM1ImS5adt2bVNrxLfnwpgtk5ER7Dbqq70YBgyM5yiUtB7MkZHy6EItkBAEPI3VXoYncrP8J96/qZGtnkn2DZbYUlUi7/QhOexkcqZfRn72eIYPOE6F34PHKeL3SIzETb8R9/R6LOA1wfS+t8iqLmbzCrGIh4BH4q/vW85zZ4ZpKvQxMjzE+PgYH75zPYd7EqRllcZqL4Xre2c0YYoX5a4GFdN/RQNWA9UL/RAA0S7QUOXhb965gr961wqq7Xk6r1xm1dLWWT4XRVk7n83LjdVhD+ubQ3ztviXIiSGKo328Nmpjc1Amn8+xY+NKnjkxSFHVaIn5xVJJG5lOpqFzPMtn71nNyPAQkminKHoZt1fRVFvDk692cap3CrfDTm3YjaLp5fGoGPAmpqeHE9P7o97lMNe4LGh5XSKO+WvuAIZ372w/er3rv9GxRA0LCwsLCwsLCwsLCwCe3Nu5BtMsEzCNGMOBWYaGBSCHOToCQEnR+NbD69hzdpDXhqHBrTHY18uBXBVbtKucVaO8NCjwmwuj3Lm8lq6hDD3jWQolDcMwC3UqfDUGpgrs6RihtraaVEHhg1vbea0zxXf291AVcJIvquWCuAczzWIVZuHrAqSirJHKyTQEXNy1vJpXerLsG7dzNSfgFAzWBVT2jIgUFRWl5ySvx50IdoFlEQ+Hu+JlQ8nA9DH7mC6mzw6muDCS4Renhyko2tzCM4dZjEvlDQ/f1IBfUMgWiryciiL0n8TIp9Eb1zLiXcR4TradeeNV28Wsg9qgA7tDYnA8R8oUbYYxi9nKQl4AjjXV+FpTWXmWh8TaxiB/utLg757+NaXqdi6Ppnj/Ejdp1cWlkfT1bvcgFWMRDTVeRuPXxAafx7yUBbwq9lHxjOgGRD0O1reEeb1zgiq7zGBBoM2tIMsyyXSGAdVFXtUZnMhdTyQp48L0sDiD2Z2yEnO0ZkFsNrh7RQ1feccyjg4kef8igcuXLhCfnKBUKuF0uXF5vBzunkmB6dYNWlI5mUU1Xp47N4ajmCLiNOjKChg2qHFoOBxOVNFBoqSRSBdJpEsyZjeFPVtSWVMfYEN7Ey1ti0kXdH55bpTv7Oumf7rrJ19UyRdVaqvc+NwSubySNEzRZikVXSZFRac66J75+wp4Hei6MVeAAqjZvbP9u2+1cDcylqhhYWFhYWFhYWFhYQHAk3s7Y8CD5f/rBoT811r7Md82r6/c50Nbmti1rIpotpcqSefXgyIX5ACGYdCt+HFoBR5sgQ+uibKsqY5vvH6Vinf0AuZb/1mJFOmCSl+qxP0ra/G5XXzmp6fRDdO3Iux3kskrBzH9JZqndwljvuUv/5/xdInBRIHvfngzt0RVEskUx6ckDscFFFXHsNnpLjpZrg/zyHIPD92yioawh32dk+VDeDAL627Mjgl643lsgs0cf5ldeJ7E9CSZ4dWLE2xfUc+/nEhyZ3s166UJvOl+Wpe0E1fsyOm47c2kF91mxzj/e75w+yJe6CqBKfLkWcCHoSbkqrcJNiaSRaFye8jj4ORojmygGbDhPvAtRFHkpZG3tKiowRRjnDVhF5pmkKowcw16HSiqPpO0Mk0nZteEvbxh2+IIP/rETbQJCZLJFOdTImMlyHbso1/18NyQmyUBG3/9ztU8d3JowWjWCjyYiTg7qCj+5xJwizx8UxPfeGQD9y4LoySGODWS43JXN/1nDqHrOuFwmFKxwD2bV/CDQ71lsSYE6ICUyJT43kc2868nJhgq2Fjj1zielNgQ0jg1mue1QYXRxIzBrQc4zPTzdXEkQ8mw8+fPnuXXZ0aQJAG3U5z1TGi6QSor45AEYhGvQ9V0lzzn2nXdIORzkp1OZwn5HRRKaqUnR5n6J/d2/mT3zvbrZvTeyFiihoWFhYWFhYWFhYUFAE/u7ewGPkFFQemQBFwOkXxJvYSZVjLjw/CNR9bx6LYWLp0/iyzLVDkNxi6dYNLXCrkEnje+y2KPwtrlS1mxZh2f/vEpxtLzrAHSmKMVM4gCBHxOXjg5zDMnhihPKpRkjWjIpaZzcqthXCusp2nGHFeY8WVI5GSePz3MH926nNUxL636OOOXTjLpqgMM7Fdep0Edp7GxkYmxUW5e0crWxTW8cmGsXAQ7gCJmB4YEZrEvK0a52E9hjp3kMYWZGbFB1nRODqdJ5kq0hDw8+s4dBP0+Hty+npyqK8cGM3bbkR+j16/C3nOYjoEphqX6LGaXxtK5i+R1iYT8TvvAWPZNKsSbsN+J5LRTyqYJHn8auX4drngXJ/Q2ClJoodtcxg4cc4hCc8SM3J31YcjnJFdUKtNlSkCGOWMg3/7wRtTMJAP9/TR4DBzJPq4qQUZ9bQypHhpsKfwOG1nBQ6akkCwqOB12HJIdhyggSQKSXUAUbYh2G5IoJASbLWYTbAgYYAPbtKBV5s3H7+Ku9ihXL3XQ13OVbDZLaWKQw7kgiWMv09PTQyQSwefzEQyFScs2zg+nwewEOQI0l1Sd96yLcXetwomRAmfSElnFoLunmxOFEF+5qwUEiXNDqZlbClQBTOUVDncnyE0LPoWCSk3YvVBE61ChpJ3OFhS9OuSu8ntN/5lKo1K7YCPocXD/qhg2u4DXLiz0NwIwsXtn+/63uqE3Klakq4WFhYWFhYWFhYXFDK2P7fkc8H+V/y+JAvVRj9E3mu2kwjMC4MJf38uJo4cpFq8lXPzLZTulK2+gLr0d97mXeOemxdx73wMcGlL5yvMLJlOqmG/PHeUNtVVuNM1gcn5yxv5IwHmbQ7IzEs/P/ax8rDPApsqNPqfI9z+6kTMDcX7dMYZ44ln0bILSto+xxpXmvqVBAGw2G/mcMxoAACAASURBVCtWr+XKlM7Hf3ii8hAzUa+NNV6mMqXJXEG9AGzm2ujMMcwuFgmgJeYjk1dITBeo715Xz9++dyWqDg9/98iVmJhuH1JciJ37UZZsZ/xqJ2l/61Gvw75lXVOIQ1fjMycXBGip9TM0kUM2RYaDTknYHot4UDWDkXgOXYdAppf61lay6RSDSnCh9ZnLqeaYb0M8VSRXmD3y0BLzMTSepcIfdD9w29wDLIp6+dVnttF1sYNEIsHrr7/OEccqqGoCDLylBM3VIfyhKvoSRbonc6ZQMb3eMK2SlbcJthyGGS9s3hOwlT+cxuuw47TbULVrXSSyLKMigGoKC6Io4nA4sNls2AQ7STM6FRuoxrQxp8MuEHCLqIpCSVVRDBF0Dc+bP+CD77yHO+9/L9v/fl+lCHEQ2L7QQtZFPJQUrXy/r2Aau27lWoLK+uk4XRKZEqmsTLXPySNbmtjfl+Bf3rWEz73QyRe3t/Lxp08tdIqLwKreJx6wCvg5iP9v/wALCwsLCwsLCwsLi/9P8T3gy0yPPyiqjiDYVAHaK5viawNOPE4Jj8czI2qcTZpdHfevquHFfBZ57TtZstpJqCrKE9/fBzCBWexlMN/865idEEFMQWI94PM4RXpGMpW/aRzoBW6Lp0u01fkBWFHnp2cyVznSIGKOpXQBS8obsyWVL/2yg1jIxf/50Gr2ubvo7u6mxt3HayznwITKjmoVURTxen387o2uuWuyDbgEZES7sLZQUsPML/BvwhylWdES83krBQ2AF84MM5QsUJA1Lo1mHJewsS6YJL/sTorZHMHFq9Lp8dyWrz+0mntXx9h7YYzHftlBuqjSWO0jkSmVBQ1iEc+tbqddGU8UpErPi7S/FafmQnc7QXn7sIywz7le1w01V1Dn1YU2m61S0DixwPUC0D2Z45NPn+AHj27i3OmTZBs2Qt4N2QkEOU8+0sykLPCFm1v4+bFB3rg88XY/6zjTAtL18DtFDj9+JyeOHqZUMq+zu7ub53JtuPd9A1EU2bVrFytXrqSusZElba3c8fd/oNcUwuxAlulupN9+8VbSY4P8zR8GUJDALpHf+hFeGEmwXS5x57IaXrs0Xj71JkxxYcXc3zQ2lacl5lcT6VIH5nNcKQCuBw5PZUo3p3IlGqp9LKrx8c/vW4OaneJ4/wTPHzqLpjnYsihKc5Vnxp+jghWY6S9n324BbzSs8RMLCwsLCwsLCwsLixl272xXn9zbWQAewCzgTrgc9jZJstvLKQ0AuZJG90SOB29ZidfnJTWV4mcDEu9vKNFYHWZxwE5HxsHlnMTDGxt55vigmioofszxhQbMcY1WYATTeLIZKAV9jh5RFKrSOcUGXAAuY/pVzPhuuBwi25ZE+PEntnLXshp+eWqoMnJWwhwLsQNOQYCmGh+abtA5lKYm6Obhe28lFPAT8ntZG1D53bhEWhV49/YN/OzkKN850DN3WTKYgsmykN8pTmVkYe4XpqlvrfMLuYKaiadLrrkfjqSKTGRLYE5TuMdKEnlZIxQOaIB7RSzAn25v4fiRwyyOhfjUXSs51DtFXlaZTBbxeyQaol5KsmYbmsjbFVXfzxw/Ekk0haVs4S0NOREEiFV5bEMT2SOGMT9KNeR3lscp4pjGqd653ykznCzSP1Vg1dIWXuotsc6VIqcJvKtqiqqqMF05O7+/MsmpwdS8jpAFGKRivGYhZE2n1u9kVUOQ5JRpMxEMhjmecrDOk2XHjh3cvet+Fi1Zyp5LSb70zBn6rnX22IB+pkdJzg6lOTSuUk+aZCYLhST2XJzacJBnr+RoDHu4ODxjtiphppec55pZrgK8aRioXpcUsQu22BwfkkpchoE9nZO5fWmUp4/1MzYxQZtH5UhCRDNs3FIL1VVh/rCw+JPavbP91bdbwBsNS9SwsLCwsLCwsLCwsJjFk3s7w8C7MIvLJYqqlyJBt5bKyj1ApPy9y2MZfnxkgIZoiAHDhyaX2Bg02//rI0H6ZBfJZJoX3zjFZzd6hSPjNvKzC74ipsjhnP6/szbsjsZTpaSi6ZeAtdO/YaaTYFV9gG8+vJZfd4xSn+9jw/JF+F1SpcEnmMahl10Oe7Cx2iemsvLMKMuhqwmSRY0P3LaWTCqJppTYGNbZn/RydDDNUwd75y5HiYrOj4pifx7TIydCPF0qYRpeNiz4RbMQdgI9qmaczRWU+pDPKeo2CBfHkbQiU/E4JwZT9ORt7GqPMpJXcDtFhibylYJFC+ZIxDURwDDwex3zom/n0lDtJZNXyJe0caB+7ucV13meBTw+5tI1keX8ZJ6vPbCKrBhA0zQe2LiIRQE7DX6J8wmNkqIRDbowMP1RrsMIC5ikzj9fjj+7ZzXDQ4MYhsFw0caw7OIvP/Yelqxcw/cPD7P752fYe2mC1HyBZwKIet0ikkvij9bX8+4lHt4Y01mcvcRUzVoebBW4LaqRdlSRUjQkUSgnwTgxI1r3Y/qfSJjmqeGCrF3PWwNMYeggppBHuqDw9KOb+fmZUXqydpIqiKUU7tELfODe7fz7m/3I2jzD0KYn93b+8+6d7XO339BYooaFhYWFhYWFhYWFxQytj+0JA69gpmMAoOmGFPY7xWRWjgBJzIK9G4jImu7Yf2WS8YLCF+9YyorFLYgCrFq9mtELRzmREMghcerAq3z+rqX8rndWgXmEioJZEMxieiJZdGO+TZ8pbgUbfOaOxXz9odUkhnq4MJZjJKcRVuLcuWkZPzs2QEG5ViiHfI7a6rBbGInnE9mC6qk8acdwmosjGT5693rkYoGGpiZWNET4yYkh3C472WvdBFnMxI+ZxJdysb++KcQzn95KtqRxYSQ910PDhSlovAnzuyAwkzQCmGJCq24Y4tfetYJj/VOcmNDZFFbJa/CjqzZaXBqnJ2Ue2dTI5cE0E5l5YyUxzHjbqul7RVXg+sILoPvd0pjPLUmjifwhTAHoCmZcbwTMbg+fWyKVkw9gjt68LU21PiZTRZ49OoCCwebFtezatBxfOEpLLMLvz49RNCCbl/G6JcJ+JyVZRdXmWURMUBEZfD3SRZVNzSGawm78fj9DtigZRefVSwm+8uvznOxPosw/dhktEnT6wn7TIFUA3r15MS9ejPPQ6hoCDhuvTjjYEtG5d20LIa+HN3sS1IbdOCU7uaJqw+y2WYt5H82F1Y2ZKNwFEkzATF8xACldUNm+OMJ9zQJ9V68yovtR4kP0vfES4XAV0fpmTvYnF9r/d7t3tg++3frcSFyvbcrCwsLCwsLCwsLC4sbkayzw5r4ka4R8DjALq5swYzeLwInaiIdkVuaR7x3j63t7WNLeTknVeGlIBMPAVspTWHY3vzl0uvKQOnNST6JBV2UXwqw5ha8/tIaPb6nj1PGjjI6OsqtW5lxKZGoqxcjQEH//vtUz362LeAh4HfSNZoSirOUwRyhm8fqVCR7+7hHWrVuHOxDh0z86Tf9YFlEQqI96AKaAAWBdeR+HKKDrBo9ua+FHn9hMMT7MX+xawpq2MLmCOstDY5pVmOMzlddcNh2tAgi6JV787C1sqnPzqbYiOvCvnXa+c8WGaugUdYNPt+a4rdbg15+9Bac4r4RzYCZzJIAhoNNmrt1xTPHk4PQ5D2KO88jRkCs2PJlzYvpkLAduwfSAOAKcc0p2VdONIqYR6tsSi3hQFJ1UVqagaPTG8xzuTnDrE6+x8WuvcvMTr3OsZ4rekQwel4SmGYxPFYlFvDRUexFmX9J/uEb99yMDtC9dSlyo4mcnh9l3eZLfdoyWk2uux1RDtbfW45ToHcmgqjqvXhpHtdkxbDY8ItxULWAXJfLVy+lMwk+ODjCRLNIzkkE3DNrq/UZdxONZ6ODjiQJVfhdrGoJ880PrOfvVe4h4ZzxwQ5j3BYBvvH6V3wwJnNVrEMYv4zr3IqqqcuLYET61oxXBttAZ+KP/6PrcKFidGhYWFhYWFhYWFhYWALQ+tqcV+CELFJaarhMOuEjnZGw2MzlCMwyPKAp1kaBTHZ7M2wEujmT42fHB3t93xkOLfAbFvd9CqTabMSa9zSRzM1rFfmBj5Tlqwm5GJ/Pl+M4azK4QD5hqwH1rYgwN9GMYBk47dGUFSjr45QTrl7UxmpEp2MxuhaGJXDm1Igj0YXpCSJXnm8iU+MYfuvjewR5K066Y6byC3yPJQZ9DSueUWOX3Q14Hy2N+/vuuxXScOcXw+CRfe2OSB1bXs7khwIGuedqJE9PbYwiz62MQ2FL5hcfvW0Z7QOfQqbNcTNvJ5QukDDc6dpynf8UdMRvRqjDR2jr+b/beNLyOu777/pyZOWfOvkk62hfLsiwv8b4kjp3VWRpDwhoCBQKhbC1Qt6Vt2rt3e/fu1QdzQyEUKLQNpBQCAUJCgQBJTBI7iRPvuy1LsvZdOvs+M2fmeTGSrNV2n+fdnflcly5Js/5nefP/zu/3/R7oTvGbc2OLPbpBoBmzaqAs6JOFREapwax0acBseWgAKirDLknRdFK5RT03BoHNXo+9JEAik9cErrQGLUrA68DjkhiaFQkb9Mm0DyVJLeKfkcwq+Nx2fG47faMZJEmgKuRGEgVyRQ1MI9nIgh0XoTea44nXe/nR0QFcTolUTlms8mMGUYDGKp9YVDRxfnpOQTWIF0s8tK2Z1rZVJLMq3z0ywHcO9jA+qzomV9COJNKK1yWL5VVhd8lhF4RpnxDBBneuiuCURT56UwPLHRlKegnZ6eLN7tj0IXQgFPLLGKKAyyGx29FH78GfY5RMs9oNGzawcmUb/UmFy/OidoHQ3t2t37ie+/NWwRI1LCwsLCwsLCwsLCwAeGx/519jVmAsQCsZlPllCkWN7354M5+5fTk/Pz1MWcBli6eKYlHVDwEVZQHnoM/jaJpMFPjyQ9tYu7KFC6dPEvc3YYgyTrN8/zVmpWmsrfXzD++6gdNDSUYTMzGuEuZX7UaAnsksLRU+1jRWEJs0TRSrnSV+MyKSP/s7LoylOFfwUutzcm5gQdl+BWZqRCXzBBvdgHnT4IF0Ts25ZCkcnhJxAJZXeHjX5lqcgo4z2kW2qPJ4j0ybV+P+5S523rCMx1/toWQsmFS7MFs7wky10zgkAb/HQdgvM5pVeK4jzoWkgGrYiGfyqAjYkiNo9RuZzKrceUMjoUgtH/3e8cVaKhTMyozg9AKf246q6Qsm+A67QNjvnCNAzCMBRPweh6goureglKLAZcwWlwXIdoFIyMXAeGZ27Clhv0w0uXT6SiavIoo2KsNuJhMFYqkiAZ+D8oAT3TCiRVUfwmyJGcQUAYJLHWtajAr7nUwmFkQAz+CSRWorvCTSxb5oqhiav75jLE3Y70TDzh//+DQvXhxHdgi4ZImc6aWRwIzt3QE4cwWNeLp4xi1LVZUhF7JD5OlPbOe+tjBeNcn3To7RKsYo5HLctWUV3329j5JhEPA6QjXlbs0GwtBklraIjw/fuZGSquB0Otm8eTNtbW2UhYPUVQR49uTw/KGWP7a/8/G9u1vT81e8VbFEDQsLCwsLCwsLCwsLmh597gbMONcF8Z4ANQEnN9QH+dSty2kLGGj5NMtrIxwfSjIWzwPU10U8qmwXAwOjGTGrlPjlmVEuJO0cyYRI5nQCHgeyQyqpWqlJnZqM3tgc5j8+soV9z1/g4zuawLDRMZaZPm0DZstEBOC1y1EeuXUlhlogl8sx1t/NuZTEsCLRJdZwbzjB//PBO0jmVE4tFDZqMD0urpas0Q74gOpsXkO2C5QHnNzcFOI7D2/hF6d6cakpIrLO4z0yq3wlbo9opFIpPD4/yyuD/K59bmqF0yEQ9Mpi2C/bwwGnGPTJeFxmwUiuoNFW7uFb79/EtjKNy+MpxlQ7enwEcewS7vYXcbfdxAtjEj8/OcyweZ/n8xqzPD8AXLKEzWZjfgpHXcTDZKKAqi3q93ARs12GkE8mm1dRNd3HFVPMCmZVugiYPhoj0RyqNlc8uZqZ6jT5Ygm1pFNT5qao6sTTRXJFLVMRcFX5vY6aXFFr1HWjAVPQGAJOYbYEhZj7jhrAmZBfLkuklX7MypgcZjvOGNBVFnCqZQFnYHgym80WtCCLvOMl3cDllPjN6ZEZb5ZMXqMy7NIzOe2wbhg1zIoJnqIqV9AuJTJKuVuWONSXoGMkSrOQ4ExKImQ38NoUgqEyOuMK2AXsosBINHchmVEihgGXJzL84R0rEW0GK1euZMPmbbSubOOlziRfeqGT+OIVNaf27m61ol2nsEQNCwsLCwsLCwsLi7c4TY8+ZweeZ+m0Dn7wsa2UO0o8c2aE2uIQiXiM77UXeWRbPW90x6ip8JAravaRaK7LMH0e5LxaYjR15et5Mqu8GvQ6mrwuB+lskTvaIvzLBzZw4tRpXh5S2R1K8/7bN/DLMyOkzK/jNiCFWe1gV0sGJweSfODW1bzQPsZL4xJF2Y/hrQRd43LeybOnh1FsNgTBhmQXcDhE7KKAYAO9ZDQYpr9E07zLS2H6T8wxflTVEjtXVDBZUKlRhnhtSKHFq/PMkGNG0AAQBAF/KMx40caJwSThgEzY7yTok3E77YquG0Ymr6Yn4/lCPKO4k1mFbF6jqOp0jWf5r1PDyL4AJyY0/mBZgY68myq7yh9+4AE+vmcnI7E8Z0bThH1OiqqOdiUVox9YhTmRn8EhiTjswpz41LBfRhQEogt9P6bpZMrUNOSTiaYKs6svGjF9SS5MvyP1lV5SWXXR6NjrETUAVE0nV9CmPUzIFrQ3k1llmWEYVIfdOOUZ01b/1BimK0b6Mas4YpimrA1BrywmMkoIs13GNbVPWXWZu87pEEMDoxmbphsdLOIXs8S4O4AuDOrCAbk+lVVnBB1ZEmb7dnQA9bmCxuqIl9oKP8/2qATtBufiOv2dF3mq14bLKXOhP0E8o6DrRgQzUSesGyDbRR68dQNOfxnfPz7Gn/zkNL84M7KUoAGQ2ru79efXvMFvEWzGwvIoCwsLCwsLCwsLC4u3EE2PPvcZ4OtX2+bRe9t4+MY63vvdI3x2eYE34yJdGZEdzRU815Ggdyw9OzXkHGZFxLRAoABHgJ2CAE1VPiRB4Kcf3Uz7uTM8dcmsQLivWmXd+g20xw0efuLo7NMf9DilW3weO06HhMch0hx2Ik52c04JYUuNIxXi3N8gUdnUDL4K4jY/3zrYY4obog1REBAFG9jAZkMzDCRAMQyjpJUMWSvpglbSUTUdVTMIyBL/9sENhB0lvnPgIsdjAnpJRdNKNEpZVlX56M2JjKsSBV1C1XWSOZVcUSNf0KbjP89jTqKn2x3aMVtQvLMvzueyUxZ08u8PbSDWe5Gvnynwvk11pFWRkwNJnj05hKYbOB0ClWE3ugGj0Ryqph8HNs9/Vi5ZpCzgZHDcbDMRBGis9NE3kmbRGg0Yx2yPkQCaqn30jizZ3fBaZdh1oyjYpOHJ3KIbXGP/BQgC1Ed8akHRpLFYfsYesyLoxOuyE08rJDJLt7O4ZImygDxzvdPHrKvwomg6o3P9M46xiAGqXRKoLnPTb1YJHQR2MtWq1FjlJZoosK0pzB/duoxVNQF2fPFlEqbooGH6gFTZbPDq52+l//IFvnYkTlR3QSGN++Kv+dyHH+Q7XTJvXJ7xXXlt6hyIgo2mMg+90ey1TE6nGQQaevftsSbzWJUaFhYWFhYWFhYWFm9ppqo0fobZdrEomxqC/M2eNnq6OjjUG6f7chfnjQhu0cblaJ4v3NfCuvoynr8wY2IZwUwOUTHTP0qYVRAYBty7qpLRTJFDl0ZodWb5zZiDd9YqOARIJhNsWLmMjoksGa1ERdBJ2Cc3Ohyili+WhPF4jni6yNfeu4EX+os0GhPUJ84xVrOdLQ0Bwg6QtRw3tjXidTl5/two6ZxKKquQyEz9pJWuREZxJTKKs1DU7Kqm28CGKNhwOiQiQSc1ZW5ebB/nlxcnGc7bKJZ0VENCBxKqjWgBmsq8PHLrGt65roovPtdOMquQK2jT7R3HgJXz7ms5ZpvHTAuFxylREXIxOJYmp5R47651/LYjxg21IR595jxnh5JMz3O1kkEyo2AYBlVlbs0tS3XZgjrHz2JrU4gvv+cGXuuJzVRl1FV4SGYV8vPaUWZxDNNoFLh6pYXfY2/wexz6wHi2HbMlZQ6CAH6Pg+R1VGpMYxgYyYzSEfTKFUGvg1TWrFDIFTRSOYWygJOwz0lBKS1qBNpY4WZVlZ/P3tbMsb44JcOgPuIlmVGZTC7w2UgsNm7ZLuKSRVJZ9SCm34sNwGUXubm5DLss8ZUHWinGhinpBnaHkyO9cTCFj+NMVf90RHO8PKyh5nMYPccxvCHsHQcQbPCe37uDZ654ZFRiVr94DQPiOYX/Rr2BH/j+3t2t8eve4/9iLFHDwsLCwsLCwsLC4i3MY/s77wc+vtT6XSvKefzDm7l86QJvvvkm586fZ7JyIzoiFUaKD7fYyMQn2dzWSFXQw8HOyeldw5g+CDcyy+jxT3ev4A93NeLPjvDyGPRFM+QVjUBmkAtaGS8M2/jJmXE0bMSzCpPJAtFUkVRWfb2glBoNwzT3fKMvhs/t5ENtThrqagk54NejDjYHS9hskE0nuf/mdfz2/CjR7IIJdj9T3hol3UDRdApKiXxR46M3NvLFB1bTapvgBlea7WGNFV6Nk1FTkEEvYe85whq1i7//zIf52v4O/vzpM/PNRl/FTDlxzD8xZgvFGSDgdAj2qrCbwYksWsngwkia5y+MkS/BL04OkS0uLkIoqp5NpJWEQxK8lSE3dkmYNrPkOx/aTNBI81Jvlic+vImL4xlymj7te7IYxannMxNRupSo4ZDMSpH+sbRgGJQBvwVGMVs+vABOu4hLlmaEievkZUBL59QqhySKkbCL9NQk3zAglVUpqiWqwm48LjvTQs5NzWXse+casppOqx/eubmRmjIvlyazjERzi7bGYAoah5hqtZnG7RQ1h11MpXPqyullomDj8F/fwdYameP9UU5eHiZCimIhz11bVvHElPmnIBCuDLukiqBLmMwU+df3bcQ9eIzuoy9RbNyGPTXCxrbl3LVrO785PzZd4SEBp7m6x8tSfAl4eu/uVqtSgyVMgCwsLCwsLCwsLCws3jLcu9SKu1dX8k/vvYH2c6dJJBL09/djGzgLK3dDSWFA8/D1LnPeLnZfRDdsNFVfKUyw2dg28/XZAJ9L4o2BOK92j2EzDGRKDBoBsKn8NltNvZHjYztXIztcfPwHJ2eSLaYQZv9Rstmo9TpYsWo5Z08ep82vcyJh8LsJO+9pdbNi1VqeOzPEQGzRyXxqsYVPPLyZVeUyJ48doVg0qxz6swLPDDtokqL0xos4Tj5DcdsHGQh5GY1nebl9glkdA0XMqodFE2RmsUm2C+3VZZ624cnsHOPOyxNZGqu8pBafkE9zHLglmioSTRWpCrtYVu2j3G2nwiNy8mgHmuYkPngZzWbjf97dyuOv9XK4J7bYsY4y1QYBpnChL9ECUVPhYTSWR78y3Ju50mJ0AZhwOMQ2zfSMsC1yiMU4CdyG+VgnJ5OF84pW2thQ6fOPRLMUFPNk+WKJ3tE0IZ9MS22Am5tCfGpHPdGRQXrG4qyuKvI/nk4xXLRz/+oIX93fdbVzNmMm0rim/k/ZJTGvaqXK2RuVdIOusTSu3Bh7yrN8u8fJTWUqZDLkshluX1XB+fEMdlHwZwvaUM9IuhbgV2dHePvtd1IsFjk+0UN067vZvj2Cruvc0RbhO6/1zL5/FzF9Ua6HGPCJ3n17fnad278lsCo1LCwsLCwsLCwsLN7CPLa/MwV8dLF179pYw8pyJ/19PRiGga7r9Pb0YKTG0SuaecDZw9taA3zk1jWsrAzxxKs9RFPFYiKjHE5klGwirSiJjOJLZBRbKqPw8LZ6PripkkhxlAaXxvm4jm7YcLz2b8jdb7CtIUhF8zo+9cOTKAvbDBKYJfvUVnjI5FWO9cS4a001EZ+TZDJBm1/nt+My925p4x9/3cE3X+lGmztBn8QUBDYAE8wyBQX40PYGtPQk8Zg5+T+bFPj1qIP31BYZK7mpkBSa3Rrvu3EFk45yvv5qL2OJ/LQPgg6cBbZPH89mM9tBVM0gN6v1QxJs1EW85eOJ/Jl8ce5EGkyjznh6yfaNjqnxz4gGmbxGLq+wsjbAT04MEpB0elMar3XHiAg57myQ+cCuVdzaWsHPFkaEFoGy6X/csoRdEkjPM6msr/SSyamzl19kKqJ2igqgyeuSvIaBnito3UAvZlXMEGY7Uj/QN7V8+ncr4Jk+PdBUVHWpqJYu1pR7y0q6LhTVKyrKA+uq+eq71/Lr0/3857ERRnu76C466U4DgsAnVxjcd9NavvdG32Lxt9N4Mas1mjATUmJel9SgGwb5edUxE2mFd25bzuToEKoOrwxrXL7cyU97QUFkOJpjLJ4nW9BSU8e1dYxl+Ow9aympCnduWcsrowbLqqv4+svdPHNicH5VzxhT6T7X4JfA23r37Tl8Hdu+pRCuvYmFhYWFhYWFhYWFxf+t9O7bcxBzwrSAL7/YyeW4SsvK1QA0Nzdzzz33sLFSptWZ5aDYxqob1nNqVOGR7x2nqOkngCTmF+hVmKX1r4E54//Si53UlAepravj2REnK+wpbGoeQddxOBwY5cv59A9PLjUZdYBpqimKNmKpIoYBn3vqDFV1DdTU1LBt23Z2r6jgs0+f5YUr/h5gGpUewGyT2IUpZkzOP8GfPn2WusZl+Hw+Xp2QeHnCwUcaC9S5DSY0Bx+5ayuf/8u/oltq4KeHBxiL5ait8BD0OnTM9JRN08fyyhL/8fBmfvqpHfzgY1uRJXPqJQimQDCeyJPNa+swTSmvFwPTmHLBPO6+G2r5x3uaeVtVkeeHbaRLIhnRw8Tv/oNDhw7R23WJDQ2h+budAlbMuckOYUHka0XQia4bxOYmp8zNrp1CEgW0kiFixp9uwhR5tgM3Yb4Xu4Bbp35uw/SVmI+YL5bW9I6mKQSCNAAAIABJREFUxLDfqVWGXKOY4gsfu7mJwe5O7o9k2GXr4ljajW6zk+u/yC66aFregs0G1QHXIoedQz3mO9EJrBBF26J+HQc6J8iXbIRCIaqTHUQ1mW53K/qxZ/hkc4E11TO6WB1m1QvRrMIvTg2xc+dO+jQ/2ZzKF3/XyQsXxlikCGYtpsCyFM8CW3r37bm/d9+eoWtd1FsRq1LDwsLCwsLCwsLC4i3OY/s7TwOfZpGWAQO4paWM8dERAEKhEE1NTdxQ5WHYCPDbSzG++fJldIM3gY2bGkI+l12cHUdZhZnWEAS4NJbhd/057qlS2FFl53hS5tZGDxVrdvHti+L8r9izGQUitRUeBidzMy0SmaLGYCzPR+5cz//8xUW++1ovHpcdhyRMf3U/hzkh3oApaswe16uYUaEAJPMqA7E8w7g5N1HkY40FAk6R226/nR+fGuH2ldX83a/aefLwAAZmJGkqp6QjIZfN67Ivm65iaAi7efpT2/GT4/jRo1SWh9jcHOE3Z0dpqPIRSxXI5GaSYhqZFzN7FaPO11kk7QTg4ZsaaQo6KESHiV94gzHPMtB11IoWxNgA9917D3/1XxfpGs/M3q2feTG+Aa8DRTU9RsAUkQI+mYGxOfuBWTlTNX9h0CuTK6go2hI5Kws5x8KIXcD000hkFCHkl71+t4NUTn2trdrvu2vLSld9QwMHXvg1fZoP7E70QDWl2BDvvvc2dn7xFYYSS3qIgPk+RDFTUBqAIwGvXJ4ratJ8QQegoOrcvraOfz6ZQs0lQPagBeqwDZ7hoftun23+mWCq6mJ/+wTffa2Hn50YZiJVJOx3kitoS6Wb2DFjee2zlh0EHujdt+ef9+5uHbnaxbzVsSo1LCwsLCwsLCwsLN7i9O7bcwH47mLrXjg/Rroksn7zNhqbzY/6siyzbtMWWkIuOieyhP3OPmD729ZVS99/ZAtPf+pGGsIzvpMyZqsBZX6ZuKLxJzdGaPVoOJ1OnC43pZbbebzjmnZ/2doKD+mcijZv4vmrsyM0PfocPzthfsgemsji9zhwSMJhYA1LTJoxBYL+2QtOjqa4OJrhK29vpSzgYcOWbZwcSJAtaLzjX97glUtzCxR0nY6+0YysqCWaqn1saw7xy8/sIDM+QNeldgzDoKv9AjdUuVndFCKZURYz0bwVeIMlvD5msUBEmCZd1BAFUHSB9spdoKs4D3wLx1g7l6p28r9e7Gb/xdHZuxzANDMFoDboYmtTCEkUmG73sEsC5UEng2ML4lkLwOrFxiEKNhT1ugUNmNvCsiiD41l03ZA2NIdvuWt1JDw+GWVsbAz/2lvA5cd54F/AKNEdXM83DnYTdNuvdriLwEtA26xl2wTBZtd14/RiOzxzcojvn4nidDrxHn8KdB1p9CJv+raRKmosr5hJ6F2LGeMLQKowI1wRSxaoDC9ZPVKFGXkMpifL+4Hbe/ftWXQ8FnOxKjUsLCwsLCwsLCwsLHhsf+cZYO/85UpJ579ODdMXL3Lzqjoi4QCNy5bz7Vf7+OeXu0nnlUOVIdcNNzeX2b7wjtWcO3UCtZDn4dvX8ovTI2TNL/6RiqCz5HM7pK+/ay3OYpx0Os3yFa0815ngV6eu/SHa77anPC6pYiSau57LadcNQy8PulYms4oNTH+L5nLP7AoSML+MD2FWkYgNlV5UTad7JM07NjextrWZv3/uEt84eJmCWppJGJnFAcy2CnIFjR3NZcSVEpPjI3jyV7oqSiWDfYdj3NISQQR6JrOLjbke80v/haBPrl2kUuM45qR5UfqiOVqqAnz/UpEbaxwMpjU2edLcum45f3DbGi7GNFKagdspkS+oR3SDm2fv/+X33MDn7ljOS51RHlhbyURaweeTmYjnKS4UKc6yhBgR8sszUbLXSRjTWyN4tY2qfDIfvbmJf/jtRSbPH+a1V37HG7YW7vON4bPb2L5uFZezIqcHk2g2G5msMr/q5yhmdcZaYJh5QlfI57DF0sUqw+Ags6p3ADwuiZRS4ov3NiHZYKQgUFddyR9sr+XxE5O4HCLDV9JlLjMvWQWgqOrXqtbIAe8C/rZ3355zVrLJ9WNValhYWFhYWFhYWFhY0LtvTx9m1OgCUgWNX54Z4YFvHmKkaOcLz3fyrwd7AA7oOjt2NYUZzBR5+dAxMpkMw8NDJMYG+ckntrO1MUhthcftkqVSz0iaT/zgJNWNy6msrCSViGMXBFx28ZrjKws6W0cmryloFDGFhhWprBrRDYOQT6Yu5OKnn9jOS5+/jU0NC+bOqyVRONdU7SOTVxmL5VFLBh964ij3fO1Vnj4+iEuWyOQXCBoHMSssZnjH+ir+921VHB5RebLfQVdXNy+98gr/1glVcokd3jhffXAdKyLe+ceaphLYZgOVhZ4VVy1l6Y/l+McXO4mmizg9AZZXBvnsH+/lwYc+gDtcxUsXxukZSVNQSnp9lW9LVZl7ZjLolSVuWVHB0TffoKioPLDCSUutn7tWVvCFB1ZT5XfOP921Kkr+OyQxhaVFlZ5pOsczJNNF7g5n+F2hlqOezeg9x1i/vI53vvOdPLx7KzmlRDqvksmpNFb7cDqE6eO/CWwF1k0dbkGblc1mm051uYVZPidOh0CZ38noZJa6mhrWr1/Pn9+3gTG5kpIrjJJTGUjkaKryIZm+KdunrmcBsVSByMJqjVHMNqgVwGTvvj2WmPHfxBI1LCwsLCwsLCwsLCym+dXVVqaLGu/79yM8dXQAzC/ft3705ib+6t5W7q0p8Z1Og6kETgb6+5gYHsDhslPhddA/lvEAr/ZGc3zg8SM0tqykftkK4nmVvFpa+qRAdZmbXEGLXsWnwcD0m4hhCg0iwPB4lkjQyfc+ugWvEuPMmTN87X3rZ0w7AWS7QH3EszGeLrbPNsJM5FT6pqpCJFEgX5wjahxlXmzrpoYgWxrDSKUin2guYi8keSbfxFH3BjKTI6wpXCKVStHb1cF/PrLlqi0ShllBYsecjIMZl7r+WveopBt0DKf40fEhusczvDmYZ+f/eZmdX3qFsalri6WKR3qG04Km6SyvC7CrLcLHdjUxGYujqiqGYfDt13vJZTPcXZZh1zIff/V7K+ef7nrSOq6XC5gGov0sYT4KZirL944O8MK4AwQ7uPyURJnz5y9S3tCq/+lPz9I9lCLgcZDOqYxEs6Xqco9WFpDtwI3zDue4xphuAQ4KAlSXeRiJZpnMKDxzYpAbb7yRczGBWFbhcz85w6nBJKPRPJPJPPUVHgJeh4BZrbGAVFZFEgXs5vsXxRRPQpjvkp1FKqUsro3VfmJhYWFhYWFhYWFhAcBj+zsLwMeuY9M0ppAQ+ot7WhGKaUiMkNHg4ISdYLyTN8928nS0jB3VDj57xyp+cmyQkm7UA0cnM0rtS+3j/PDIALqNpUwxAXDJEgGvg6GJbCdQvcgmxzFL9zcAvumF1QEn//7hTTQGZf7lYBcttkmy2SxloSA15QEOdEzicUlUhd2MRHNk81oQuIQZTTqDIEDAO8e48zJm68KM6WhLxMuzn95BZ/t5xkZN34qJs68zKEXAW4588hlcokFTUxPZTAaPS+ae9U08fWJoUWPUKaNQJ2Z1xiDmxPfo1PW5529fEXTisIsMTZjFDuVBJ10jKX59dmxOlCxmJYsNCOaKGt/74CYm0jne6E/ROx4nP9DORTVETIE/WKaiFAsEK6p44vAQnVcMRpOY5qI2gLDHgWBjJrHmKiani/E6sGP6MoDM1P2t8jglwn6Z8oCTkE/G6RDJFjXqfBL5VBT7wX/FaNzMsLeZYgnl+2/2v2FAsqQbkUjIRTRVvJBIK1XlAZfd77HP9zEZA2oWueezFzU0Vvm0WKogZgvmPXzp0gTfeKmLlzsmUDWznWT6uIppGksk6MLnttelcmqWuca0ABiQKQ84i8ms4sBMiJldgbP2sf2d/7Z3d+t19VhZmFiVGhYWFhYWFhYWFhYW0xzh2q0Fcczy+uaQ287KSh+FvDkHuzOigZLnZ+N+zoS3I5z9Db7hEzhKOf79Q5uQBJuAKT6c6BjLLOUtMYfKsIsRczvPvFXtmJGkmzEnhzPcs6aSF/buIlRKEEl3I6JzKGq2uHR3XuL92+p5eGcTkaCLgYnsdNKHNHWOOTEfXpcdZW4lSRKY0z/SH81xaTSJ2zujqTBQczNIDkiNUdz2+9TUmTYNNpsNQRCp8DlxSFedjqUxn0UbppGkAJRhpoUcALoBQl4Zt1NiYG6qyXQrxXyOMOUX0VzuoanczU3OcT7emGF0Isov1RXoNhEu/I7e7m5kWSbo9/G7i+Ozj3GBWe0bTz6ylVN/excv7t3J5+9egVMSKfNcqxACpsa/cfofj1OiMuyqbKzyrl9W41NDftlQNZ2h8Sy9I2kGxrO4ZIm+jMGf3xhh++aNPFRfZHdrOS92RWWXLO4C1qVz6oQB2ZBPXgswMJ6hUDRNXGfd7wVRLvOpi3hsubyqp7LqnMhZbTp1J68hiQLCrEeo69A/lqGglMRlNT7nVPvLNJPAwWRGEQXB5rNLwgJxCnACn7r2rbOYjSVqWFhYWFhYWFhYWFgA0Ltvjwb8+iqbjGGKGm0ALrtImc9JLnMlHWPZyEF0hxdhvANh5CL9/f10XjzP8oDAYw+uw2bDgZlIcvxa46kKu8gVNL2o6j3A9Mx6EDMppA1TIFnAykofmXSK/r5eDMPgwboiR2J2Uiqoqsr/fvYolyay3NwQmp+k0oCZjjHj+uhx2cleMQgdATbNP59S0nnkeycIV9YSiUR4dsiO5vBS4zSoFbOsdGZ5RWhDECTWrN/IiOpkz9dfp7B0SoiBaZ7ZOmuZjCkmrMVssWn2ueypoN+hDYxnDgGvAec8LimnlRY97kFmtcy8e1Mt42OjGIZBXIFJRQS1CHoJpX4z/6Wu4BsdEt94tQe3PMfzZKacweMQaY54efXgARIDHVTJReoCDl7/y9t47S9u5cvvuYF3bqzFLi6wsCh4XZKrMuxyN1Z5aar2EfLLKJrO0HiGnuG0fXA8ey6WKianRYT6iJeSrjM4nmVIruXv/u7veO/7fx+73Uk0kacy7KY84ASYGBrLeINeB9MaxmSywFgsT22Fh6DXAfNEqcYyNy67iN9lFk1UBJ1gwHiiIGNW7yxKNq9SttBvhMlkgdFoLlld5qEi6MxO3XsvZluLK54uUhlaMgnlM02PPrfwoBZLYrWfWFhYWFhYWFhYWFjM8Nj+zmcwKwHCmOaF0zPSAUBnVjJEuqhxsGOCvfdvZ2BgAF3XMXSd/ld/TrH1dgTJwbblVYRCISTRxqaVjTx5uJ+CqktAOfBSyC/XJ9LKUcwKiBxmAkjUJYtq0Cd7hiayAmb7RQB4BbiBeekU8znRH+cDNzXTVFtJLBZDMEqINoPfDsGx4SyxIvztzjLee/Nq/vmlrvm7105d6yhQUR5wMpHIY5hz61NLnTunlDh0OUpS8jKaLvLh+gIns24e2NDAhmCJvoKDfoLEszp/8tMzFJfwBxFgKOCT3YmMMr/VRmRWe43TIVIZdskDYxmhpFOPKchEwn7ZXlRK2XyxdBHoxIzTvQTcMb2vzQZffXAd5y918lSfxImEgzXiBJkD/4lStQbXxee5f5mdbcsq0FxBOiezhP0yfq8Dl0N0ayXDo5UMbmouY0ejl/GRIQqFAmfH8iSLJbzxyxQzSRr8Iu+9uY3nL4yTL5Vm2knCftlw2MVAQSkxGc8TS5sxt4ViiVnBIJWYApatodLrKiga4/ECYKbHRLMKf/TkSfa3T5DOayQyCuGAXAp45VAyq4i6YVBV5uHr713HVx/ayNaGAC9fnEByiPjcdk8qpzoBPnRjI1949zoO9UR58Y9v4fRwkqyq03+l8qUe09tkQdpLoaARCbkWbbfRSkY+kVEOhnzyqpBPbkrnFWnqHaKolAgHnGQKGvrCJBQP0LN3d+vJRV8QiwVYooaFhYWFhYWFhYWFxQx7d7eyd3dr797drT96bH/nD4HVmJUDbhbxtBhJFvjkLc1EJ8ZRFIVQKER5OIRr7CLjDbuIlIXZvLya2qYWHvr3Iwxcib58Dbgj6JXFREapwzSfDE79hOsiXu9oNGfTSjOTPiemEWjDta5BN+BoX5y3b2wkFApyeWCUY8M5xkpuirkc9kPfxeNy0bp6DScHkgxeGdM0IUyPh9dCPrk+nlamhZ1xTNFjUWySQCKv8vj7N5JKxjg4IbL37vWEg37u27iMb7/ex0sdE+SKSxqjHhIF6n0ehyu5cKLswxRavHZJoLbcw/BkdsbLYprygJPJeN6hG1RhCjCNmJUnM+aedSEXYzmV53oK3L6igk/d3Mzbd6wjEAwxMhHDvmwDt7WU09JQg4KTp44MkMgo5AoaDrtIwCs7yvwyhmBjMJrGphbxSQaHBzOk4jF82TEGdR+/7inw5KlxUoq5X6FYYjJVPB5LFusWETEWIEC4sdonZfKqOJm8YuKazKsc6YnNv/Z8Kqu2S6KtpirsRtd0Wqt9oBUIagkqPBLv2Lqcb+7vornSVywLOJ2PvfsG3r+9gQOnOzg/kkaND3N0QqdULBHLzrn/IUyvjzl+KwbgddsxdNNTY4oopv9JI5BN59Ramw2qwm7Uko46S8wK+WTScyOGp2l5bH/nt/bubl1sncU8LFHDwsLCwsLCwsLCwmJR9u5ujT22v/MHmBP5u5farmciy4fu3EhlVTWx6CQ+n4/mpgbWBnV+NeaiJlLBn/30zGyzyQNMxaEuZiwZCbko6fpiX8BrMaslqq419mi2yM/PjvDGQIYzKQklnaAg2MEuI/QeQbbbqa6M8J6dq/nh4YEZr4TZuGSxwemQ9FRWeQWzimQFSyRnVASdOGWJy8Mpgm4H79i5nv882s+3X+5ia0sVjz5znjP9CSrDbrSSPnsSbGB6XaSBTZIoyF6XnWR2UbPNc4JAXUPEy3g8T15ZKI6EfTKx9IJ9I5geFqGKoBOXy85gLM+etgg3t1Tw4L8d4Qdv9uOrrOPh3Rt5oTfHQ1ubCFdU8qX9l2eEKF03OnIFrTqVVUhkFP7X21YxNBHj8CQcnBCYUO3k7H4uKn7G8warIm7etq6B/3y9z6zEUEoZXTf8wJK9F9MIAjRU+UimFTGWLr7K1atzUlPXty5fLCEAdRVe1pfbebk3Ta0RRctnCQUD/MWeG3jPhmpnuUvgK690M9LfTeflXkayJY4nJD63rRK3282xvvjs4zsw238uMu/dUzWdsoCTZFaZ5IqYsQIzzaQGOFFQStWZgkZ12I3TIZLJaxSUEmUBJ5m8hm4YyJJAld9J2mx1igCn9u5ubb/WfbKwRA0LCwsLCwsLCwsLi6uwd3crj+3vnBYhFp1Ydo5n+NmJIURR4p4tbSTiMVRVZc3q1WxZVsUX9ncxnipMf6WeETQiPhmHQ5wjXsh2gbDfyeD4kiaiClciT+cgCBD2y0RCLoJeGa2kQwl+/LHt/PL8GPrlw6AUMapXcWO9D1mWCfj9NFUGeenSwjTRkE9GK+nJXEELAMuBY8xK/pimIujEJUsMjJmizaHuKL8+N0pRNxiO5Xn21DCjKbN1IpPXzIjaopYv6cYbmG0lq5mqArBLNtxOO6nFRY2exipfYzxdXPQLv0sWcTokUlkFWRIozRJqyoPOVGXIFdR0g8GJLPGMwhvdMZ46OohS0skpJU4NJHjq6CAel51YQUCWRL51oHt2Qss5zOQXZEngi+9ehzhxmY0BleK5lxhyN2HaNhrYtTz3r6/j3LjC4Z7Y9P6HmfJjuRqSKNBQ6SWWKkyLOyFM0Wcxc80oZgXNmukFf3JnCx/bGOLHZ8axAaejOsmTLzI2Mkw2kyGRSLCtbRme2GV+MSjQn9FRHH7sHQdocRfZuXUDPzo6OP88MuYzehWzWsgGoJWMibBftmfymqQbRgsL38scENR1w5bIKHhddsoDrpnWk5Bf5u62CE88vIUP3djIDw73o5ieKBsf29/57b27W5c0XrEwsUQNCwsLCwsLCwsLC4ursnd3q/7Y/s7XgI+ziJgAkClqvH45isMu8sCOtXj8QQZzAh/5j+PEswo1ZW7Ukn5W1fRtAGtq/PzXH+3gt+3jZHLq9ESO+kovY7E8S5hdgumtcQzoAVQBwqFZQoauG4zHC8RSRbIFjVhWIa/pDOUN9pRncKUGGK/awvaGAG4JPC4nu25YzuOv9iyo1qgIugrRZMFe0o3w1KJ64CVMs9QuYLQi6KxwyZLUPzY3UCOv6Tgd4vwoUXTDQC3p56vD7upUTmkyDAKz1zskEZdz4X4AjVXeqmxek+JpsxVDlgRaKrxsbw7ze2urKPM72VQf5MmPbeN9W+r4zuu9+D12qss92Gw27+BEppDJaYs+vzkY0J/M88M3++dHzuaYEl82NQTZvSLEyNAAAClN5HLRjU0rIl98npaGWg7GnJwZSWMABbPlZoKpKNX3b63n7jWVNJV7qPA6cTlMEUY3oC7iYTyRJ5ObMWiVMSt06ueNNI7ZkjTTp1Hhk/nKe9fRdfEc63xF+ibTjOkehmNJejo7mHBEOJ2UeKE7w6Exg4KqodvdgIEQH0BMj/LOPXdPe7/MvzMCpqhzCfP9uwwsFwSb7PM47Jn8oq0kYcxWq0YwRS21pFNT5qbKJ+Nx2vmTXfVM9Hci2u0EfF4OXY6C6Tkzsnd367FrPK23PJaoYWFhYWFhYWFhYWFxTaZaUYaBB6623eGeGCOpArpN5DNPnaao6ei6oRYU7UJV2H1DXtHYUBfk+49spbeznVcGFb723nX8/NQwYb+MAUxP2pfAACpCPnl5JOQKhwJyCYPEeDzviKaKQja/0HwxWlR5z4ZabmqtpqK8HJcEL0/KfHDXWgx3iIefOMpwsjB7Fx04GPLJLdFkUZp3/hiwBWgsDzjr3E5J6h/LjGNWMfRNbeP2e+y6DTKZvHYY03h0HDNKtF3V9C2ALRJyMd87Q3YIyA5pQSVGbYUHtaTbxuMFAxA2N4Z46fO3sWd1OdvqXKzwl/hFe4zbK4pM9HcTl0KcHk3hkARGojkSGUUwDA4xVWlxNQpKiYqgc377zySzKnXuWBnhvvV1uP1BvF4vryVcuLUM5akuss238KE2F3/89pv4p9+243HZqQg68bjs5YpaEku6weMf3kSLR2FjrYc728p5cEs9O1sjXIzmcIsC/ZO5+cOqB05wxdclhZnG0wogCuCWJXavqeT1rjEODBY5FJWYVCV0Q4dgHZo/QlGHKr+LnS0R7l8ZwD94lEvRAsLQOfTKFUyUr0NRVNwOO5fGlkx+LccUVLYCUr646P2ajQcoYYoz1AVd/O29K7kwmaWkqbzePsDEsRdIJeL8/n27ePr4EFmztWjbY/s7v7N3d2thqQNbmFnMFhYWFhYWFhYWFhYW16R3354nmh59rhV49GrbPX18iKePD03/mwU6Coq+cSSapSHi42/fvoqu9vNEo1FKJSdhSeEf3rGabx3qo2c4veRxg16ZgMeu2QSbs6iUGIvlKKq6iPk1PIHpeeAANk/v45AERFHgZ8cGef8ntxOPxbh3VZgzJ/J87fVhnj0xNN9wMgF0S4LtVsNY1MVSACgLyHhcEn2jGTA9ECKzN5LtIrmiFmCq1WYW9QCJjILDLlBb4WFo4kqrjSCYnS11IRdbm8KsiHh5/tI40ZzCaDQvAh1Aa14pkUhnOXX0TQC6u7tJFlZwoX2Qk0ITUl8PTpuNi3PbeHYA7VxHC0hJN3A5xNm+HZcwJ/MA/OjoAAbgd9qR7QKXkvCNh+7Ezq388bPnyfvDDMSyZIolMsUcQCrgdfirytzYsPGrC+PUZ7sR0Onu7ubUWIHe8Ab+/PZmvvvG8ILxyHYBpyw12SWh5JAEJFGQBcG2cnq9YRiUSgYDiTx3tlWwsdKJmBxmcuAyP+/VUKtW4zn6A+665x6aI35qXAUaapuYbG7GpQo0lgZYV51h5eYN/LizQGc8T8DrWCA6TfEmcOPsBUW1RNDrWErYKGdW29WWphAb6708PJzkx+0ZevQw2bPnuXjxIqGyMv7ing18/umzYL5T3wQ+cK3n9VbGEjUsLCwsLCwsLCwsLP47/DVmQsmnrmPbBDAMbATY1VLB72+v529+eZ4PNuQJT1luXjp/nqcHvLxjdRVfG0nPScQIeB34PQ4kwUZBLTGeKHTli9qqRc4VBG6a+rsLszLipsqw2xZNFEjnVb7zei+f3HUTQ4k8E/HTDMTz8wWNk5gTyU0+j4PCIkacgFDml/G67NOCxqLYJYF8UltsVZwpbwgHNnwuO81tFTywtoqVlV6ODSbpjef5+E1NOPQiTx4fxOkQGeydEScmgdbuyQwBr2kx0d3dzbOnh9BWtvJyLsJ29xB/cNft/NOBYS4Op+YMCzNFJQqULTl4IJVVCPll8lcqJsTZ60u6wZOH+wGQJIHacje3ffkV1tYEWB7x8v2zCdxnE7N36U9mlLXJjELYa6drMsvPBx149RyJ3ixa3Qak/jM8e9zGaM5GY5UXm80253xaSQ/rJWM4V9CMvKLVFpWFLUqDE1m6RzMc/R+76e3z0OMSEVUQ1AJb7noHzc1mocfk5CRtbW1EIhFsPVk+8+H3UlNTi2oIfPWNY3SPpIgEXYR8MvF0cba4EQNa5p93MlGgutx9tWqNmzAjauuePTHE3jtaiAl+Bko2mOhAQEfTdC61t/O5e+/j0WfOTbdDvb/p0ed+2btvz4+u9rzeyliihoWFhYWFhYWFhYXFddO7b4/R9OhzfwQkgb+8yqaTmKLGaoB3bKjhHx5YzYUzp9gdKfL9PicfbTSr6n83LuFB4cH15US8dr7wYicBj4wk2iiqJSYTefJXYlDHgcVEjdm0AC0uh9grirb6dF4VAb7+0mW6xrP85twomm5QXeamIuhkIlHox4xL3TZ9ALdTIplZ2AZTHnBWz6rQWJQKr4xsF3n3xhpWVfv57fmxaZ8EMNs9G3RKAAAgAElEQVQman2yxMG/uJ2+kQk+/1wXk7FJmhinrz9HUXShpmM8faKXA6MG//LgRnb8nwPT+6sABVXnJycGeHHAxWhxBaWmWrAJ2NKTqLEOtMJ2lke8iw2vFjiDKQKJi20AZiVJyCdP/1ti6jkuRtgnk81rqCWDkwMJTg4kaKj0Ep3b0jPjFhrxOvmzWxo5cXiEHx/rY7JhC+ST6A4nRmqCRNpPPKuwhK1KNaZp6JJMpIvc+qWX+et7V9K6bhu+vvPUu90UNSeyLFJeXo4vXAE2G2JZPTqX6M67+OdnL/DKpQnSRVOMGpzIIkkCVaE54kYH86o04Eqkq8MuoEx5cdhs0Bh20xvNgVlBNADUabrBH/7kNKJoY4djmFMXfo0GOBwOws3r+L2vvTrf3+WbTY8+91zvvj1zFCoLE0vUsLCwsLCwsLCwsLD4b9G7b48OPNr06HPHgSdZaB46gplS0gLQWunlnx5cz7GjR0mlUqz2g6Ir/Ee/E61U4mRMZ504zud/DhlDYnVtgLP9CbKFRSsdnNc7zoqQq2kyUchgChYtmm7wyzMjVwYZzWWaa/zOWKpQXdJpmL2vXRLI5OeeP+ST8brtod6RhXNqSbDxZ3e38unbWsgWFD74/eN8fGsZHtlOwFU7W9RIAqSLGgVFo6/jAr9fp/LdrhJSjUJeFdGULL85don9ow4eWVagzOfEJ0vk1RLhgLPNJYvYbDYOdkXZVetA7T7Pi688T2rnpxByUc413cW5rJMHtwR5bH/nYrdmHbPaIZZC0w1cskS+qJ0FNiy1ndsp0T82956Mx/NUhl1kr4g//uk/qgJOCoUiggDrwzb6c3lwuHB3vMwH7vssjgEXz5wcYglsmK0wW6829r5ojk8+eZLmKh9OSWBHY4TBlIcNW1t5o2uCX700wCsdJ7R0Qcs3Vft8n/zBycXvgabPiBvVYVc65JNvjKUKixq5JjIKFUEXQxNZti8L8/f3r6KtOsh9X3uVCyMpgJtcstRXGXY1jqYK/OtD66kQG7jQWsfRU2c4mg7yj8dKmH6sM5wC/tASNJbGMgq1sLCwsLCwsLCwsPj/xN7drRce298ZB+6btbgfc+I5k1QRzym0VXpZUVvO5MQYAFVOg1h0khHdh2EYjCezrHUmeX+rm0fu3ICBjaO98fmn7MasGBCuNTanQ8TrtjORKDgwBZY0ZusFmGajrwNBwzC8ZQGnOD1JbS738Df3tXE5lkPXdLJTFSIhr0zA56B/NH3ImBdt+/m7VvCDj9/ImiovHZfaefPUOc4kbLTooyiKQlVVFU8eGZje/DJTZp3v3lSDmk1iqEXqXCWeGZYx8mmisRhniwEeqisSVQR+eilDVgePS6JUMvSJREGOpop89MYGbqq2I4oC5eXl9BdlNtQF+Z/v2cFf/eI8z54ZJp1V0Re1BqEJOIpZubEoNhv4PXbSObWTJeJ87ZKAz20nkZ7bdqGVDAIeB5quo2r6JWDt9LrtzWXc0VaOKNgYE8sYzyiEswMoK27nQ7espmOyyPG+Bc9+Nl1ch+EpQMAn0zmc4mhPjJRaYt9z7fzq7CgdYxkUTRdku9DucdqrkotH6M6g68Z4KqsK2YLmLAs4Cfud6IZBcVZCSlEpEQm5+OIDq/n0LcuID/cSjcW4eXUjPz0+RFWZi5BX9o5Gs0Iyo3JhJM3udQ1890yWp3ocjGozibWjwEHgK8Cnevft6b+ea32rYlVqWFhYWFhYWFhYWFj8/+GbwG3AuzEnmwGmYj+n0Q347FOneeIjm1nWspLuznYAXEOnoOx2UDLorgD9iRFUVWVydIg/vbuNb77SPf9cUaD5egZVXeYmnpppf6jCFERSU7/dwE4wv64HvA5aIl4+f1cLu1ZU8PSb7VS4BB64bTl/+4sLBL0OU9AYSaODa/65mss9dHd3c/nyZQCO901i5Dx0d4/Q1tZGW5lnwfhEwUZ92EPfedMro8Zp0KaPcLpUAU4ftnyaHw14CckCO5vtGJqHZ08Og3l+HRDaRzO8c0MrNQ1N3HXXXSxrH+XZ0yOMJwv0jKTxu+3UV3pJ51UmE4sGaKwAhlhC2EhmFMJmC8rKxdYDhP0yS0SZMh7PURl2k81n5phrHOyYIOx2UBd0cjFTZM2yWj69cyd/81w7T51P8IM3+xY93iwi19oAwOUQZ5JwNJ05Hh3TOGXRXVpC9ZlHP7BF1XQGx7PYJYHKsIuw30ksVSAo2/ns7cs5PZrmWPcI4thFdF3HZrNhq/Gzoi5AMlukZyQtAUeAbWcGk9z5lVenj58Avgg82btvz8ASY7BYBNsSjr4WFhYWFhYWFhYWFhbXRdOjzwnAu4CvAnVLbbeq2seTj2zm+JuHAP5f9t47TK67vvd/nTK9bC+zfVfSqlgrq1qSZVmyARusOJhiTGJCDYFfSLiEEnRJ7g2X372JEkhwEpopFwgtFMcGI+xg4yLLsmzJ6nW1vbfZnT5n5rT7x5ldzRaV0HIvfF/PM89qTvmeNvbzfN/n83m/OdM1wE/SEXwHvoAUrCC0403E5BDrG8p4qTtK59i8loaTwI0Lxwx5VN6yrZm2Sh/N5X7qy3z0TWt87vle9qys4mOPnC3e/EnglcUL1kTC3Lu5nv0XJvj/d5QyOjLCDwZkav0SH/rd7dzxzwdxudVZQQMgBxg4MZ0AvHdXG/eu8tHTdYkjXaM8FfWBN4CsJQiXVhAsKaN/OoMNSBK6bTvtOuUBN6ZhMDsn0/M5dFSQJFwXfsb6MpPbd++mpaWFZ0dl/udPLswesgdoC7gV1jWU0jPltHjkDYvSEi+9C9pjIhV+PG6F8elMsTfJLAdxKleqC3+zhWu0AbWpJtgxncj1prJ6HGgFaop3bomEGBhPYi3tf0FTTTA/ndDcC1t5ZmmoDhCN58jmDFRZorE2yOhUGm0JE9AFXNPstK7ST1oz5kw+WyIhFrYOVZZ4NUnCMxnTFiselzlIQQRbSGlApb2uFBN4daufKiPK/+5W+NPlGoYFD4+4mcwrvO/W5bznG8coCCiDOPfbg3O/DwDv7Nu3Z3Hsi+CaiEoNgUAgEAgEAoFA8AtR8Nj4Qcve/XngEZz2k0VcGEsSy5q0tLYyPDSEVdlCpaXT1tFBU1MTbW0qqCbncWPIEg3VAaZi2dkJrmepMVfUBHnf7lYG+3rQEtP0j2f5h9MGb1zuY219eOHm8/w4/uI1K3nzlgaGB/o5QJ5vvTzKrmqTMU1ld1WObx3qpDTo5fzgDEVTbA9OSso2gIBX5YX+GY6PxsloXux8NVjTYJqo/ceoNWt5yx2/x76fdnNiKA5ONctqgFfubOWtGyu5eOYkUBB5so24zj1O/oa70DxOgUM6nWZNpK741AeBtnTe5IWeaPFygkEPPo8yT7wYjWbwumVqKwLkdZMRJ9EkCRzDEQbWcgViqRwlQffqomqMODAJaB6X7LZtWi2LTpzo3iyO2NNRuE+Dk7HseE2Zf3Mqu7S3p6rIZAvGnIZlMzqVobYisEh8WIKLOBG1V8TjUmav1RnftGY9QuaWuVTZq+XNURwD0qUY5Qp+IpIEx/7yDgaHRnjxbBc/7NZIGgqmafCNI4NMhdtoD9u8tyXL2moPr1hVzU/PjYPTmvXfgH8DLvbt27NkzI7g+rhmL5pAIBAIBAKBQCAQXA99+/b8CPjgldbbNtz/lSMM60FuvmUncbWEphIvu3fvZs0aJ1wj4HHxRztamYlliSfzVJf5aYmEzJKge1XxWJVBN+saSlgTCWNaNkNDQ0xNTXF8LIsENLg1OhrL8ajzpjzzWkdCXhejQwMMDg5wT12O43GVjAG6JdGbVvjxxRkevG8dYe9lH9Sw30V9pX9lSyRESyREWdhDMqvzl69awftXaNzt6yd44gfg9uKOdtFRG6DWb7OiZtbOg9U4ogBPnhsnFLycUHLJt4xlngwbanzc7e1jUKnmWwNu4skUbVXzkkxu4AoJIMmMTmlwsf6j5S36RpPkdctuqwsbJUG3hGMUuiietJhEWsc9/x6WFPZZWxbytCczeVfhfG4qjLcZp4oiCTRmc+YGy7YzYb9rmutAy5ukMjr1VYtbdv4jBH0q+oL4lFzexO+dH/iiKjJ53Zy8ylBdwJIxMrYNPeMJxkeHKVPyvL0lz81WFzkTRgJtqEe+y+rsRWTZMRzN6vO0i2/27dtzTggavziiUkMgEAgEAoFAIBD80ujbt+eBlr3724A/XWr9aFzj7V9/meqQhw3LytlZX0pbSxmtzU0MDA1TUVnF3n87zUzGqQxIZnU8LvlsZalvXXnI8W94x9Zm3rmjmXgqg6ZpjA5ftiB4csLFnlodTbNIpDWWVwc5OzIXHLGKgh8FwKGeaW7e5VRA+FVYV2LwjW4b3czx7ITKfU0aDx/rpb2+hIlCvGteN0lrhi8xnTEty4lEVWWJVZFSprpUOjo6UFWVH8ZzbL/3Pdxz53ZqysN458/px4GqwZksAZ8HWZYxDIv+jMIfLw/gbt9NRUUF9za18rkD3fzDWY2/azfwqDI5Jzq0EjjEEpUKsVSO0lBo4eJZnp+Ka42xpNYUqQoGSwJuRibTXsOyr+irAaCbFgGfSnpBC4nXozIxvaS24uGyKasyFs3466oC/kRGP44jdgSBUlWVqy3bXiQYTMU1mmqClAbdxFJXNPDM4SS41ADtLHhhX1qIYC0mmzMpCboLuxZOTpHIakb8CscYY4n41mKOD8boCIeJx+OMZCWeMZoctcPIYrgCDAwM0NbWRjDgpz86VzWSAq5pHCK4PoSoIRAIBAKBQCAQCH7ZfBR4BU5SyZJMJHN0TaT52Cs3EM/med3nnmdDUxlnRwYWpZ7kdCszPJlGBipKvTx6fpwTw1FuCSeIFNVenEvIuCRoDjhv6DUtw93rIsWiRgDnzftygJf7Z4hUd/DicZjIyaRnosSsKpAl0HP8YEChKRznLVta+YuHzpC83LbgBS7giCQYls1ANM0tt+5iMpHlxo2bqeqc5OGTo7znO6fpnkgV7ws4Yohp2YzMpAkGgzw5qNMYklnR2ozq9VNeVk40a7H3rht57OwIH/y30wT9LnKJuQn5zTgJLjsW3lvbtnGpMrojgOjAUaB8dlvDgsHx1JyRaFoz3BMz2Ss9KhKpPKVBzzxRw+OSsSybKzhfzDNuzBsWpmkR9rs2JDKXTUUDXhXdsEwcs9IYTguLDtjDkyl3c234poxmXMoblhsnErYCMHEEnduKDpHFEQmihfU1LkVeuUCEMTM5PVpZ6i3HeXY2kJMkbrQckeE5nLYpq7BOwllenOyziOODCbZvr+aJo2OcSygsVye4mHLhPvUo+U1vpMHXhyRJBHweRmJz97inb98eYW75S0KIGgKBQCAQCAQCgeCXSt++PdmWvfvfiJPysGTpPoBp29zzuUNk8iY5w+Lk0JIvzCdwWhqc2aZh8a9v28S/vtDJw105ZAm2l+uEprt4XFvGLe4+Zu0RhoeHKQ2ECPlduFUZlyrjUpUaWXaSMCTgvq8dRbZ8eCWTXBanxsA0keJjrNE7edWqXbxyXT1Pn5/k4ePDxec1L9Hj7s8eIm9YGJZNc4WfTM4kGHIvMu3EmTDPVUWcGUnwmi1b+OSZI7xjcx2Hpwwujs/QPTnI6aE46bzTnSDL0FAVxOtRGZ5Mz+6+HujjcrypDQxlc6anIuyxxqazfTjtLtuXurGJjE7CafVQWiIhxqMZsvnF3RCJjE5FyTw7EsrCXpKZpVNPlmJ8OktdVYBiUcPrVtBypgI0FT5zmBaMz2SoqwqsKvLXyOOYdt6+YHgfBYEJoDToJqebJvDvOAJWOVBhWXOpKXMeIgWP1tdc5dQPc5Vqja7JJHuf0Cj3lfH5e1v4yKMXeG3VNCl7GWf9MiNlN3CjXyaazGJcTlnpusrxBP9BhKghEAgEAoFAIBAIfun07dtzvmXv/nuBHwGuK203c+2JcQ9FEZ55w8LrVmmzx/njZTCYkXls0GRGXwGyzDPpag5ddCErCkp3nPJQnpDfhW5Y5PIWyazuy+WtqGFaFQB7blvG/RurOHPiGGe64uzPV6D0HkL2lXKq4RVE4ja7TYtHTy4KppjX25ApEgNm2wzcPpWQz0VyfuTpORwPCgA+9P3T/MUPz1ES8vC+75y64k2wLBgYT1FV6qUlEmJkMk3esAI41Rp5oBRn8t44Hc/SUB0CJ8r2mgxPps963fLOBUai89BNi6BPZTbFxOtWGIsu3q7AoiqEvGFhmBbhgItE2rkfHpdCbEGLSDHprEHQZxCp8DPqHEsCNl7resIBNxMzGQXnnrQvPDMZRyBTZLiONNCVXCFppSToZlIziE6kkCzoGk9iShCtamLF7tXcXOrhU8/28ZHXbuLIfEPX7msdVHD9CFFDIBAIBAKBQCAQ/Ero27fn8Za9+18LfJ+iCFQAn0fFMK8Z2/kcsLN4wf1bm3CrCrIsY1kWjX6LcLyXmcAKkGRcxx9ifUs1u3fvBmDbLVvY+29nOdA5OdsCouK0H+wACPtclASdUxsKLsMftyivrWV7uUGoTuehEQ/nv3eCiqCb8cS8Cfj80oUliKVylIU8C0WNqeIvOcOiutzHdEK71nAATMY00lmD+qoA8XS+dzqRu2PhNoYFSE51x5WiVhcQnjUSrSzx0hoJEU1oc+IDQDzptKCksgZet9N6IklQGfAQKfVSEfDwTOfEbOXDnFLgdclsbCojmsoTzeQoD3vnxpVliZx+9RMcn87SXBucFYdOUqjauRJyYdxCYk75wvW6aeEr+IN4PSqmeU1Ro4wl/EsaqgPIkkR/UZxtiW4yFdP46uDliqOKEg93ffbQrCgzi6jU+CUiRA2BQCAQCAQCgUDwK6Nv357HWvbu34FTsTHXYuDzKOT1qwY/nGOJsv9I2EtPTw9WYSZ5OKowVrIS/6Gvk9ny++gb30CD/7IH48TEBH/7ujV88sluvn6ob3bxnNnCNw8PcP9NjaiqSldKIeKH2oo22ioNZFnmQx0qp4wQPdEMOcsuNq7cAgywoG2imHTWoLrUt3BxVfEXWQZFkecqIK6HTM7I948nTzdUBTf55rejzKHlDEqCHmYSV66EKGKuHWYqrhFLakSqgpSHvHgkqC/xURtyc3w8xWfu6+DxS1HWRsK86+ZW8rpBKqNRUx7mtk89Q+9UGrhstfHqGyL8r9euJpPTCXjd/PmPzvGOrU1sayrhI4+e59P3djASzzGezHGgc5K+Jao/hifSNNYEyeYMo6iFY0nKSjzFka2Lnk0ub+L3OKKG26XM+o5cixuAZ4CbA17VXV3mI5HOEy26t163jCRBZr53CtF4jpaIG0WRMC+f+6XrOajg+hCRrgKBQCAQCAQCgeBXSt++PSdxKiPmojM9bgVtCf+GAlGct+zz2lY66sK8dUcrkuzEcj43qXJ0xsUfLdPZs2sbqqzQ5NF5sSj9tafzAiNDA7SUzxMX5tpZBqYzPHVhgtKWVSgy+NwqtZF6tu7Yya27dtO8ah031pWgZ3VCfjdNNUEKCacyMMg1yBsWYb9r9ppexHHtmKOq1EfqP+BNgZMecs6y2DQwniKvm7REQgtjV4mlcoR8V+z6WUglMFde8OM/vYXn/mwX79+1DI/XxbJqH+/cWEZDSGV8apKB6TQrGeXAM09z6LlnOfXyiyQz8ypN5mb21WEPY6OjnDjyAs8/9yw7A1M8dHyQY2fOEVRtVvpS3Nkk8Y71JTzzkdsIeRa/dzcsm2hCo746uOlaFxL0uZi+LDb4gXl9Q9mcgcfl/H7cqkz++kSNE8DuSIXfqCrz6cOT6XmCBkBVmZ+p+NLVNpOxLLXl/uJFQtT4JSIqNQQCgUAgEAgEAsGvnL59e4Za9u5/G/ATAJcik8ktKWpYOGLB+oUr7t/WxNTUFP19vTw1oXIhqfCHLRo+l8SaNWt4+qLE69eU8e0LGufscl7XUYPX6yMc8HFsZp7J52oggZOowf/8yQU2L6vgFStrGU/lmMoY3PHA84wnNRZaLoQDLhprQiQyeaLx3LbCuTYucR0J4HwinQ+WhTzLEhm9DNhaWDeIY/Dp8nvVrb0jSb2wLIrjjwGO+FHH/KjVKWC6+N5MxjRShXaUWDLPTCF6VstbKLI0t2OkxEtbVYBlVUFWVgdprvDxsUfOMTA9VxkxAHQA5A2T8+fPE5oa4j0t8PBwng/1z9AR1nn0ooVlGHSe66etrW1u/JDfS8g7N72cm93XhDyYxuVY1nK3TZnL4kedacxsgueeOzM3juJy85qOCN87ulgrSqT1bNDn8laVepmMLS0eqAUD2AXVF6OF+whAWjOoKnMELpcqX4+gZHlc8upIZYBszvAXTEsvFcZdBVS7VRlFkhZF3s4dM2tQHmbWT2QAJ+1F8EtCiBoCgUAgEAgEAoHg10KhFeUfgA/KsoSx9Fvyg8CtS63onszwu2ureS5ZQm8uz9/fs4KKkJ+A10Mik6dxqpMXpiS2t1Ty6PkJjg5liSZzDMeyxLOLJq8jFESN8USOc2NJ4gmNCc1gJpVj8gptG4m0TiqtE6kK0FzrUsanM2Na3hrDMQ6dVWlCwDpgazKjU1myyH6jEWgsC3rIOdUqbmBZ4bOQUZxJdAjHrLJ94QbZnEH/eJLGqiCVJR5WlvtZURPi2Eict93UwJs3N6HrBolUhlw2ja5lKC0Ps7mlrFjUmMvR/dZLQ/zZrfVMTU2BpnFfY57epMy/jSgYlgozI/yof5p2s4LKinJkYPJIH7GcQcjvQpJwW5aNDUTTOU5N2UwmnfYMRYK63DBHrHqk3hf497HT3HnnnbS1tTEzOcbvbWlYUtQAzo5MZTa3REKkskZxi8kcZWEvqcXPeV5vztbWcqJ5A59LQZElsvmrt/1Ul3nHA15XZGw6W3zMFYWPDZyorfCvmE5oPhyhariwXC38NQBlPJoJ1VcHbkik9QNACQvScwQ/P0LUEAgEAoFAIBAIBL9OPgbsZukUixNcQdAAONA5yVAyy3Bcoyno4aOPXGQkpjGe0DAsm5DfRTjgZngyjdetkK/wLxWpOsvc636fR8G0bA52T1NT5uNaHQkWMDyZJuBTE5HKwKZ0VpcnZq5s9JnTzXmpH7OUhNxL+mEsIFL4nOIK/h3Lq4N8+w9votTv5h9+1snh/hnuKQ0QtCWevTBCs9aPYcyfvCuKwvKqeWm77tl/PHVhnIYKHwNTAfqjNlnLqfiQjTRIPiipRbd0BtOQ8SnYwET/DH6vimHbSJJUMzvWYxcnaa8JoucD5HI5bCSS+TJQJOxVryDRuJ7D0SgNLTA9Pc3OtR2U+FxLiVA5gJGpNPWVAfpHkyx8TAGfi6GJKz5vygNuvvmum7j/X47yLx/axJ/84BSfeUMH3ZNpOifS9E6l6RxP0j2ZRpGhviqIZdslV/kNSS5VXi/LEomM/gzO77ptqQ3zhkVGM6gq9b5lMqa9vmXv/u/gGOge7tu3Z8ksY8H1IUQNgUAgEAgEAoFA8Gujb9+e3Ja//dknLMt+GCeic5YsS8RmFhPTDc6MJBmcSLFU+Gk6o1NRqIrQ8ibxdJ7G6gCDE0sKB3Oz5vKwl1ihbeOaWRiXSaSzxlhvNtleW+GnJRJiPJohu4RPyEwyT2WJd56o4fMoWJZ9vUaV4ESL6lwhHtcl2Tz79FNskqG0SuaBlybZWGIwnpZ48sknaWpqmtcukkqlCPnClAU9eDwKblXeIhfaVSzL5qfnJ3jNqgo63FFqPI6haU9PPz9It4KWRMlneFXYoK2hBIAVq2t54OA4j5wYBqd1pofCBD+b1nnovdtITY0w0N/HgxdVtNgYyCq2N0zW7eMLPV5CXjc/TZwlpS0SNCYopJ7kdYtYOk99dZDBiRRrImFevbaG8oCLH5+f4Gd/cgsfe+QM3z0yV+2hzP7j3TtbiacyBG2Nbz1xGEN3kRvvod3vp2OlH9eN5TTUVLHxr5+gLORlOpkbi6fyV43FrS7zMePE0tZcbTtwklwKyTJ+y+JdwLsAWvbun8SpHDIAH07k6/PAeOEzAGRwKoG0vn17Jq51rN8mhKghEAgEAoFAIBAIfq2UBDwr8rp5BqcCobKw+AhXqdKIVPhRFInBidQVx10oD0wncvi9KpUl3oUmjj04/hWngHa3KnvnVVFIXAsNp9VgHcBYNIPXLVNbESCXNxfGd5LNGajK/EErS7zXHeNawAOcxUnimMdANEPQ50GSJGzbZlnQ4t2tGl/rlsibCkfiPo5fjFNu6GhqkJwlIXenCPt13G4ZLWcwHTeUvGGdmr2mNZEw926o58RlcYCKhjZ8vQo3xs9wvGkXSmuQ5uYwbq+f+tpqLk3MSyodpCBqjCU07vn8C/zgPVu52JdBccfZVaHxolZFh3eSk3YD79tWz4QGDx7sp7E2hG3bpLMGsaSGYXGJQgQvwEwiR9Crsm15BV/6/Q1MjA3zj4fHWRsy6e7uYmNjSbGoMadTvWlzA5NDfUS8Fn1pGRmYmZlhZqbQeaN6+etnhwkHPLNRrV3AFUUNVZZwqTJxJxFnGY4ocdU59kwyR11lgKH5QlsV81Nx1gB3X2mMlr37nwC+BRzs27en+2rH+21AiBoCgUAgEAgEAoHg10bL3v2uhurgW9JZfRVO1cEAzlvqJcv2AeqrAgALJ4JLYll2caqFPjSRHm2tC9VpefNCKqtHcd6or5o9XsjvMnXT0oCTgKbI0irLlvI4SS0lQBAYwvFmaMeZfJ6hUDkwi5a36BtNUlXqpTUSYiKWnTOOlCXAttnYWsa6SAkNZR4ePjM+V0ES9qksqwyyrDrISCzLoe7olS5vZqmFedNiPJFlzPDSOa0zqslM6xJZUwdJxmq/BWOyF1dsmLvWtVDhBlWV2blrO6v+2+MUpaTOjT84nSEc8LF8RTuSy4PH4+Vgf4IV+Rh/9raPcnY0zr6nupnBIpuL89PvdDI0ky0+rWqcygIFYDKZ4w0PHhcU/gQAACAASURBVCZSGeATt9YzMZDjxR4vty1XeXWkgU8eHGU4mmY66ZiKqqpMWdBNQ00oD+zIaDozyfxcZcvqigATOYOfHDxCuZSlJ+blzmUaiUSCjU0ris/DnH0GYa+LE8PDNAfgwpgLv3r5wjuTMo+PS2xt8fD4iTnhrAHg1hWVvG5DHefHUvRMpugcTzEwnaG63Ec8OWeC6gYu4lTUAOBRZXILKnFiqTwlQTc+j0J2aaPc6+FVhQ8te/fvB/6ub9+eAz/vYP+vI0QNgUAgEAgEAoFA8GuhZe/+zcBXJFiXzc1VRjQVPiM41Q8txfs0VAWwbJuRqfnVD0VEgV6c8nx0w7ohFHBb0bhm40ysm4Yn0jRUB1dlcrpqLSjnKA26lelETsFJJhk3LavGdGb5xYkmxa0FTwG3X+lkJmMa8VSeSKWf0qCNx4bH/stODvdO8uUXBnjrjSE+/+IYd6yu4W/2rKK5MohXVZhJprFMnaShcuc/PX+l4U0Ar1vG53HhdSu4VBlZlnjfD04TUiVKZYm2gMkrAiZHB2Y4mfShDr6M3raDNb4hqoo8S3N5nfoyH4PTc2LE3PwwmTN404OH2b6sgpHYNCOxLJNanrRm8tCLThWEz6OSyRlL+VscxUkcGQXGKAhAgYCbsekMrlA57as9yD291Le2k1ECdA1foLrCj6rKTMxoGIbFZEzrmYxptbKMuzzkpa7SjyRJBF0K77q1lc7OTr7ZbXOjNY6Ur2CobwCvupwVq92siYQ5N5qAQt1NpMRHJqdjWRaNPsiYElUeE8uCR0ZdjGQV3rchRN4bmr0Gi4Ko8foNdWyNqKwr8+HeWElddQXb/uYpPC5l4e9yioKo0VoZ4OkP7yal5RmZydA3lebSZIa+aIZk3sClKoxPpkkuYXj6H2QPcBNFMcW/bQhRQyAQCAQCgUAgEPxKadm7XwY+DPw1oCiKhJZf5CVRh1MpcAZYC9BYHUA3Lcai2YXb2sCLgB+nXWLOiyOd1Qn659tO5A2LmWRupKEq2DQwPr99RVVk0trcxHIAqLlG98nyq62sDnloqwrQVhkkZRj0TGd56PggVfFLzKS9nD93kfNTXt7QEiM/EeNkX4ZczvHzcLlc3LR9rsvCES+8LrwuR7xQFGmHbYNp2uQNk7Smk8mZGIbFJ353Ddsqdfr7+wFI6HCeCHeFO5kq0ZF8UzxjL6fRlnjNzZvwe92MxBYJRfNaLU4OxTk5dNnDsqE6QLrI7yKbM4gl8zTUBCncVxs4AOwqGqYBeLay1LtLNywm4znu++KL/Ms7t9BcGeTgqM4DTxwlq1v0j6WorwrQUD3XnpEF/JYFU3GNqThsaS7ljo4In/7ZBVJ5Gyydw2Y9Sv+LPDZ0gtcAy1au4Ya6OVEDgKYKP6m0c72qDKZtMzMxxj+na2gKwgfXQEN1mB92z92TkcK5s6wqwPBwz1ybSt3tr2Bjm5P6kk7lmUjOJeXM/ZDaa4IMjE7Qc/Ecfr+fiM9HW5MPtb2KcCjExx67xNu3NnFraxn90Qxdk2l6pjKcG03wcv+SBTlXw33tTX5zEaKGQCAQCAQCgUAg+JXRsnf/CuBzwCuvY/MyHKPEF5tqglu1vMnEzCJB4zzO2/dtSw2Q0nTKF0eoMpPM5b0ehZoyH+OFMcuCHrT5xp6LDrYETTjix6Ikkr97/VruvrGOmURqLjp1eNrmwZOD2LaHoJXmK2ezhHwmyYLHh2XBUFamLyMzpkl8qf84bXVhLNteSrwYYkElyyyd4yle3V6PLCuoHh8ffaybWyp0bqxqJbBxLX6/n+1ZhQePx3BXRfnw904Wt53M0gakcFpuFqEq8qKWiZlUDo9Hoa7Snx6ZyvQwX9AAwOOWd4X8Lr13JOkCSOdNfv/LL7F7dTVff3GQTNEzGJ5MU1XqpSUS0gfGkzcUV9asqA7ylbdt5tL5M7Q0ZzEs+P7RXgYCKzDrbiDVcCMPa24ef6yXrG7TEgkhSWyzbYjpJh/+cScYHsy8hmVD1FuLOnyO9TetZOPWmwm4XXQeOjZ7uAkKokZjuZ9TvZcFoKeeP8RIHL7/rq184LunePzM2OyqehxhR2quCKBrGXRdJx6PE4/PDzi5owS+ciRNY36Q0mCQHdU+bm8pJ1K7mjd/8UX6omn+6b4bcSsSw3GNv3r0HInsFas6PFda8duAEDUEAoFAIBAIBALBL52WvftvBP4MuJ+ieYcsg21fNWPE21QT3JrTzdGJmWykaPk4jmfBTq5i5bmwvaSI2tGpDC21IapKPFT43OCSWVkZZO+7txHL5O23ffXImvKAh5BHxSNJjMaXNPI8gNMGskjUiGsGgwN99Pf1zVv+jib4YVeSTrMcPH7k6RE+c7EaS3EhAQHFpsJt0RYweeXmRj71ZB8v9k4vdewhoJ8lhIPnu6PsWFZO95RFUk9QGvLzx79zAz63i6GZNN0TKboSKWr9bj57sJeAz0UysyhlRMKJ1d3B9dilOnSORTMzTTXBrWUhT0chCYQtLWVcGE2SzBlEKgKMRTOuwr27FSBnWPzs/AR1lf5FA07GNHTDGm2uCTWNRNPkClU97TUhbMskkXAqMFQZtlbaDKbz+A5+CVVVufPOO3nlq17Nd86m+fJzvQAvALs+/Kp21pUbHLw4wrPjKtg6JCaw3AH2D5p8+8HDSDiKRHNtEMuyl+d0C8m2OTmSZDqdI6hCT08PTyYqqPerJNMa/dF5Pi/LgZeAm5ZX+clrV2yZIqTCyqDJv14yeX29E2YiyzK2DZ+9bw0lAT9+r5sTJ07wuo3rueOGWgaiGT795CVODsWYSOYo+s/ot7pSQ7rG/1AEAoFAIBAIBAKB4Lpo2bvfDdwFvB+4baltQj4X4aCb4cmlTT+ba4Oks8ZsWslTOEaT1cDq6zkHRZZorg0SVmSaygPUl/poLvdxY0OYypDHTmim9MFHzvC6SI7v9dm8tzXDlk0biUQipLI5/uL7h8nMTPDaG6r58wPZ4iqCJE76yDact/jlgKrKEh63gktVaK8NUhtSmYhnyJoSFmBbTg6r49MhgWlCPs2a1Cnu3rl50fkvX7mGLx6N8p2XBheu6sFJi/HhxH1uZYmX1C5VpqkmSMSr0hvNMhLPsnDKp8jQWBMinswzk5prnTAL494KxIFOnMqVAFCmyjTXVweV/rG59p1uHA+JrbMLWiIhJmey3N5exafuXcdANM27vn0CTTeYmJkTiA5SJJq0REL0jSYXXsZpYNrnUWtrK3zt0ZgmJQoCzMfvXs3bd7Rx+PBhkklnvwcuutg6fYA77riDsrIyysoreGEwy3/53imAZ4FdD96/gR+d7GcwabCJfl7qHEIPVhM6t5+Vd9zPt3svFzsoMvg8rhGXS66rCLpprw0zOp0gb1jk8nlQ3EhanMbqCtKWi5SmE8vozKTyGKZ1JG9YWx56z1aY7md6eklxCnAEuH/u9rJL6iI21LUodnc2zUaWZfx+P82tbfgCQTwuF893R3n3N+aqSmxA6du357dyci8qNQQCgUAgEAgEAsHPTcve/RKOUeEfAG+myN9iKbwehVx+ceqDDDTVhkhk8kwn5ibay1miImIhYa/KV9+2iaaKAGUBDx//yTkiITd7locx81n0fJYQKgHVK505e5Q1xjjf7K6G+AhfPnKQ3pFJ3vuOP+Bb//I1LvbbkEvzlRcf5XV33s+PB914XHJMVWSPIkvbZFlCkqRqSUK3bSdtxbJsDNMiqRnc01HN9FCc3oxCT1rGlCXa/SbZZJz+jIzn4JewVt5OV/N2RrM6jSGVQCBAIBDA6/NTWlpCc/miLph44Rb5Ct93AMdxYkTDxRvWVwYYm87QfeVWBUwLBkaTNNYGURSJqbgWxakCmY3ULQG2FO/j97kMw7TTwMs4kbavKBx/jpHJNM21If7ktmUcO3qEPiNMdYmHgbF5FSG34FRP3AQotm2jylAUEtIHNAMd2ZzBwFiSxpqQ5XErmcmYlro0kQ7Zth3YvHkzx44dY2Ymjsvl4oMf+Sinh5NWV1qTz708xTOdk7PjecIBF5891M/aUovfbdOQ5Ro8GBzM1fL2d72bJ+I1OBYac/fnWCqrbyQLIVXh0/es5cCzT/PMM89wxL0GOzGOe+w8ofVb2bhxO/EcpE2bI30z5E27Q5Lgf/2sC9MwsG0vqmTjU8Cv2ARUm7BqU+KyKHNDuz3GE4kyvKdPc/78ee688845YWO2AMGyLFKpFGdPnwKgrq6OrD7vsY/+tgoaIEQNgUAgEAgEAoFA8HPSsnf/GuARYMW1tp3F7VKIXa4OAJyWlKbFlQPgeGxck0zepLkywHBPJycnJwllZV6eUGjX++e2CYfDVFRWYhgGDJ+GituhrInM+jfwU03i4DeOksotx6iyQVZJ1a7iQlJiTX04fWksFUrldUXXLXKGOdvicpGCoensNcjAD89Nomlumv0m9zXkqPDAyZjMc9kK3lhxiYGODpqafFStq+FfTsd4U6SezQ1huiZSnLuUpuvQRV7smRfpOoOTILKwUmUDTqXEczjtB6uqy7wlOd2ci5K9GhbQP5aiqSZo1Kp+/1g0c+PVtve6FVXLGSqO8HGAQlRrMZuay3jLtkb+/Ien2W2e53FzGW+oSXL3+17JvQ++WBz5uh3H6HVjXrdcQb+bWCoPkC985mbspgV9o0m5sToQXNtcGvzwq5Zx6NAhampq2LhxI2OJLL7R82R1yzjSN21++slLL9kQAtaripysq/TfZAP/9IYOek8fwSjcmg1t9Tzf42Xr9vV88Zsniy/DxjGtBaAy6EGWJVbfuIm+hMlL/RKel7+LW1VZEzZps0bABdtuu5VXfvo5xhO5l9yKfOuTn7iFZ55+CtO0SRkQ1WVm8hIJXWJGlxjKqqR1iRmjEsvvVPUYhsHAwMC8ao0ln4XPR9fwvNaWx666w284QtQQCAQCgUAgEAgEPy8zXKegocgSbkXGpchki2IsZwWNmWSOuDOxLSaEUxWw2PmzCMOy+cHLw9y5rJKJiQlWhkxeiM5PQNE0DZeqoqoqueZtKOPjuI4/gtFxF9QsY319WN8kp11f+PxnSe14D/6LT/Dn7/49tm7dGnjVPzzLpcX+GmtVWeoqC3uWB7wukJzklb+8ox1XchzV5UL1BuhNWBzs6+eT96yhrepmXj56BLfbzbobV/LAc8/yhYO9GKZ1pcjaMZyo2iu13lTieIzgdSt2wOsyekeTFygSW66BOTCeOl9fFeiorwpcsSUIHDEqmpm7B4GF69c3lvLFt2zg4tnT1BpT7DeWo/S9xOPPvEhDyMUn37CF3/vyS8W7bAVezuT0VUGf24il8mdw4lAXl/EATWEvyyNh3v3tY/xBY5ZMphfDMEj5Kgl5VBJTo+r9myOqjb3z0092UV3miwZ9rpKpeFbO501aKoOM+/1zfhyy7PS/+L0e+qbmXbdNUQrMsYEZdn3yGVqrAuCq4M2rDUYzN3HLzltZvXYdqWSC/p4u3KrCuFNhJDWW+0iks4XWEQi7Iey2aC26a6djMk9PualQc2QPfBMLUFWVpqZrFiahuP30RUeLF333mjv9BiNEDYFAIBAIBAKBQPBz0bdvz2jL3v1DFFIiADY0ltJeG6KpzEdrhY/Gcj+1JT7KAh5My+JNXz3C3evq+OnZcXTTpLEmRDSukVhsWjnLMAvaHIrZ3V7Fe3e1srYuTF9vDwABdfHMOJ/PoygKW7bv4NOdL/Oh3ZX0Vr+C42kvTwwnmM4Y9uGgl7Wvfx/u2ADHNr2BZDrL6TNn+MpbN/Lqf3qeTN5ElaEs7CXgcyFBUyqrMzSRwihEiRy6NEVbZZjzwynOjgzTHcswMZ3ljgcO8roN9XzkjrXkdJO3fOUlBqYdIaOmzEdLbYihiWRxG8ZpnFaeq7+2L1Bb4ZdGo2kVuAGnkuImriEGAYeAncOTaWrLfTTWBBkcT/GhV63Arcg8dHyYzkIE7oLkk004nhpzz+UNG+rQ8jrfPJeizyoBWcKq7yA/fJKu3l72X1wyUGV5MqOny4LeapyWGoBpnEISeXajtfVhvnD/Bi6cOYWSzPOlXi9vbtRgcJDT8WH0jIuhwST19Y0MzmRpiYTI5c2KnpHEIeBmgMFomuqa2jlRAyDkkjg2GCOZm1fZIuNUwFTOLhiJayR1k6oSL8u3tnPPLR9mcCbLPz47yF+/vgOv18vIzJwoFWyuCJDJLh2kM5iR2T/mQpHgvgaNGq9Cj7qTgYGBRZ4aV8Ln9y00KH35mjv9BiOMQgUCgUAgEAgEAsHPTcve/T8A3jD7/ezH7yAanSKfTaNp2ryPbkt8scfLP722nQxuPvjwWcZmMkQTuascgbmJ6UJ2rqjkM29ex2BvN+Pj41hF0Sdf6PFwb73T/jFL+5q1/NXPhrTOiVQuIMslI7EsacffYwyoLQ+4uX1tLd1Tabx2DiWfpnn0eVZt3sERPcKp0STYkNZ0ZhIahkUWMHAqSuYhA02REJOx7HW1g4R8LirLfHY0nr2QSOtVFE2qASQJ6kt9LKsK0jOVYnD68qS5rtKPblhMxuZVk/ThCEKbWFrcmEsimaWyxEvQ5+LH772ZqYlRyiurODeS5C9+eA5TlRYaer5IkUlobbmPirCXjXUBIqMv8XC6CfXScxjtu3GnpzmbWlTcAY63xvbWSIje+WM/R6ECBeDv39hBR1ijv99pJ+pOyjw65uaOmjwxXWJck3ljm8r+aAlnRuL0jyfRnMSUARxzVdffvL6DmyMynRfOA+ByuXghHyGnG3ztub6F53UUmOfi2hIJMTyZRi9SnVyKxLt3thHP6ozENJ6+OAEwcOuKyqbP/v4G3IpMPJ0hk8kyMZPgCy9PMaOZ3FVv0+JZMlnnmkiSxI6du9j+t08Tc4TAmb59e8p/rsF+QxCVGgKBQCAQCAQCgeAX4QRFosZ0WmOov5d0enErQ39KwiebPHvkBN8Z9PKHm2uxFS8f/P6pq41/xbewr1tfx/jwIKOjo4vWVbstLqYUbvZcrtkYGRpgRrO84zMZr2k6qRiFVb1A53Q6X/7aNdU3uPNx6VPP9jJpBxmr2M1L3QY31ibZUBvm4ePDxYfxsWACPktjbZBYMn9dggZAMqu/kNXNjoaqwGqvWylOC+HR993Mytow2XweyzTpmtJ44sIkq2uDJHM6Pzo3wdFL0YVDthQ+UZyY0e2AC6eI5TALBA2AqbhGTdjDW79xhPvrUpR4LrL95pt5321t/OOBnoWbbwWeryr17gj6XKQ1g4sDMf77He2UrryV/U+O8pq1EZ6KTTIdqqdCyRONzxOv5u6/adm4XTJ5fU4waMdJXvEBHBuI8eq7VtHe3s7pM2eAUd7q0fjmgBePmUXPaXwyFeammiTff/smPvbIeX58ehQck9nDwLYTAzO8es1Kdt92O7FUFtPI09M5w5cPjbAE88osKku95PLmPEEDQDdtPvdM98J9qw5cmqLjfzxB2KfSWB7A5ZbRTJstDSV8YH2EhvIAIa+LRDpLOpNBtgxyWpZs1vlkMhnyeacVy+v10tiyDCOfxdB1Vq5cyUw6PytogCPc/FYjRA2BQCAQCAQCgUDwi9BX/GUklsXn8y0papwZTaBlbL6Vq+C19XlKUoNsumk7tyyv5GDX1JXGvwEnFdW1cMUznVNse0UT9Pcv2qk5YHEppbCj0qKhsYmSkjBfPxWjvSrPhYEYJtYuLk+sg0AHQM9Uir7pLAnLDbFhCFbgOfB5SrZsYe9//RjPdk4ynZ7z/riA0yJyAlg/u7CxOkBGMxYZol6FF4HthmHRN5qkrtLP8vowGyJhboiEuKG+lOefP4imafj9fpraVnDfah/T8TifOBHjk/es5Q++cpTJpY9XgSNg9OF4oBhcbvVYxG3LK6n2Gnz1rMGbGzV6enuRlVJuiISp83t4oWBiWlXqJehz7cjmzWjvaHIu8eYTPz7Pd969Fa9nhtOerRwbHIdkksbqAL4qlSHHt6NYUELLGwR9Lqb1ufOvKd7mWy8N8lLfDCU+F194ywZkWYbhYdZagxyx6kF14z/0dep2bePsKYm/ed0GkODHp0ah8Lv57tEhvnt0CJ9LobnCT3NFgPF4Fre6yO8UinxiZNmpouldHDu7FEmKqnZcboWMZZGayTEZ07gwEOMbh5zfqtcl01Tup6UiQFOFn2WVAUp9ZbTW17OyLIBHlYmnsshYjKUtftabYkV1iKeevsSnf9ZVfMwlzVh+mxCihkAgEAgEAoFAIPhFmPemeGA6y9rg4m6Hnp4eLsyUQ7AS/8sPIbluwAy20d15nr+/t4Pb/v4AmSWiXoFSrtCC8tiZUf7H3asJBoOkUql561aGTA5HXaiqyqqV7fz45DBPXpykazhRvNkunOSI1wBUl3n52svDbGsu4y21UR5+5vukbvgdzI7fYeeuNXz26a5iQeMA86sfngN21lb4MS17YSvI1dApStsAGJnK8NG7VvHY+XFuqZM5efIEmuaMl8lkuHDGSev4Wp+HDSUmYdVmfVMpT5wbv9pxWnBMV1ddbaPbV1Yix4ZI1+b5zqAXzRzjyMQgVjbJH66PkDZLSeZNMjljdqJfihMvuwHg7EiC3Z96lvJSLy93Xa4eGZxIU1nqpTUSyg9OpncZRVUPac2gNOgh5DGL/S1uxvEV6QC4NOE839d//jB/8oplfLfPTy5fBnoCOTlBZvPvc3L8DG2pFN2dF3jn9qZZUWMj0EPBmySrm1wYS3JhzBEpWiKLOoemcfJd+4GtkYoAsfQiA9srMQWEwn4X5SVecrpJ/2gSa4kNNd2iczw151mykJBHpanCT3OFn+6JNBfHryiqXPfJ/aYiX3sTgUAgEAgEAoFAILgig8Vf+qJZ3J7FosbAwADKRBcYOpmO3+ERrY3vDLh56HycE90j7L3zqiEqpUst1E2br73QT21946J1wYJZqK7r9A+P8q2Xh0hkFs//ZJmKmnIfrZEQtg29I0le6Jzinrt/lz96z3t4bW0OtWENnzkn8YDzhjyO085xK5erRxRgZ3Wpd8StyuYVkkyuxGFg0QVsbgjzjlUuvnQixg/OxRbt9GJUwbBhZ5VBJpXgS2/dzJs2NyzabgFLGlsU43WprFy9hl2r63hTQ46HhhS6YwZ9U2n+5phGc9CmJexh/LKnh4ITvTunRkyn8+imhTx/tmlPxbSDE7Gsu7EqQNB3+f26ZdhUBN0c+q+30VTun13sAppxqmEACAdcyB6Fzx/s4/27VvDOFg1JdeM++Sj+Ew8xUL6eh4ddqB6PY0LiIOFUUCyNDbLMGE5lSA9QjiOEbPV5lOMuVbZnru75Moffo5rNtUFKgh6GJ9OMTmWWFDSuh2TO4OxIgp+cHruaoAFC1ED5+Mc//p99DgKBQCAQCAQCgeD/UR548lIG+EucySP1pX62t5YyPTUBQCgUoqamBq/Px/nnHkPpOYxv6Bi3t9dQUVbCZE7m0FCKs1M5gn43AZ8Ln0dBkSUM06KQa1CF0z6xSNzomkjxp3euZWxkeJ5RKMDxGYXWgImRz3Jg1KZ37PLkUJahttxPVamvRsuZ8shUhozmzMtjWZ2qkJd7b9/MwXiYo30z5IB4Kn8O58XwoojVcMBFOOgJ9Y+lNBwDTHup811ADsc3YlG5wI0NJayvUlkmR3l20sWpuMLasIksQTwPj455eGtzDrcMsekomUyGmqpKHj01drXjSTgtKEFwEk08bhm/VyXgcxHyu3j07DgPnRrjpXGDc0kXWj4PLj9g433hf7PCk+bTH7gftyzxfPdcJUYp8DyOCAFASdBNKq1jXXZEeQ7YqRsWqYxObWUAlypT7nPx/fds5YmLE2wMZXnTzSv53tHh2TQZD+AvD3uGa8r9pS5VZizqGMs+3xXlA6+/lX+/OMWNvgRbOlZx57ISOlMK+/tNRmMaZy5X5dQWju/BaRXqw6kwGgr4XJWWRWnesFpwxJk56qoCkam4ltUN66rPU1Vk6qv8hALu4MSMpkQTGpb1awvkuPiBV7Z/+9d1sP8bEe0nAoFAIBAIBAKB4Oemb9+efMve/eM4E0eGYxnKSkpoW7YM2e2ltaGOY/3TXHTD//enf8ahA09RU1NDW1sTYLK+1Gk5qa4uoay+lbs+8wIut0LQ56Is5EEqvHE3TKssmzPIaEZxtCjRdJ4nz42xsq6OgQXeGpUem86UwrNTGjc3V1PuVjhwaZLacj8el0Iik2c0mpnEmaz6ivf928cv8OCBbsYLb+kba4LJspBn1UwyJ79xUwN/edcq3vjgYbomUvg8ChVhL/3OG3U/l004T+C0fGxm6bnXEeCWpe7rxfE0N9eV4Jbhna05nhh38bkeLzvo5rlchBvcIwTVy6EXk/EUlFcQ9Km4FAVFlVAVCUWWkWUJRZKQZHy2TViS0G0b1bJsybJtTMvGNC0M00bL68SSObZtrOeDty/jvV8/QNRUIFiOHbmB2tpaTMvC7110OTcB55kVfGyQZYmCqjFb2eI8S8umbzTJqsYSIiU+4uOD+CWD5y+M8OotYR64bx3v+eZxykIeSoNuf96wWkYm0y/lDeumuetN5rjncy+wrC7MO//wj+jp6gTgnnqdqBrimxdTVJZ4mYrPtQFV4PxGa4tPWssb+DwKqez8SOGw34VtQTprFD/Pl3EqSNaBo27VVPjxuhWiCY1EWl/SgPVXzG99pYYQNQQCgUAgEAgEAsEvyiCFyeL50SSPnh5nIqUzHEswEuvnSN8MpmVzx5oa9n3gQxw/cnheVYXX66Wqtp6MCdgwk8gxc3lsS5Z5pKrE1y9L0vsrSryKqjh9DZZlk9dNPvtcH//4xrVI0gC2ffkNeSg7wfFpN5qnhNeX5uiKKjTXhIil8xS1iERYYFwJkDOsWUHjJcA/PJla21wb4sOvWMZr1lQRmxzlK2/dyO985hCVZT6GJ9NYi3sNZs1Du3DmwG2z14RTzbGkoAGOYanqqSWej7DXKgAAIABJREFUh1FNxi3b+MwMT1qtoEgc0+DsRReK4hhdulWbsH+UkqAHw7QwTRstZ6KbOrphYehWxnJMJStxJuYTQCeOaai08Pg/OjHKmrowSSVIAzGm8xLa6tuJlZlcutTFHavr+dzT3Uwk51ozPDitG1NApe20dQCMU2S8Ocu7b2nl/be38cDjx/mr5zKUWwmevZRAmuwhvWwnq5pKSWTyDI4nKdhv3LTwOeVtm4lkjlBFNS2WRV9PF5IkceuaJlJKnK8eGaKpNsjIRArDYkkn2oxmUlHiWbS8osTL4OQis9tNhb9Hq0q9q4I+VzCZ0RmN/qd5ddrAQ/9ZB/+/BSFqCAQCgUAgEAgEgl+UPmALQCpn8N9+dG7JjX56bpx7N9XT0tJKX48ThdnQ2EhjSxufe6abLx7onW07AOcN9NeAT/b89Z4ugJa9+xPAX81u4FZlAl4XCcngvz/eSS7vBdsm7LLw5WIMnztNrv120DQ+fRTeuKmZ3rEkS3gkbMMRZma9LZI45pf1OJNpWiuCvG5dhKcuTRLJ9GKaJjUtMk21IfrGkuSNq7onLMep2DhUuE/HKCSQuFUZr1vB7VJwqTKqIqMoEjHD4gM/7gLDQ1C1KXXZkImBu5L/w959R9lVVo0f/95ze5ve651J75U0EhIIEPHSFBREwIYF9RXFnzqvWNAX9VpBbDQVFRVEQTEX6ZAQ0nuvkzu9t9vrub8/zkwyM5kkExKKsD9rzYI57XnOuTNr5ezZz94oBtDpcYRbuXFaLlajjosuWs53Vu7lpV0nXX6yiaGBm4L+r0P99zt78MF9kQQPrqsnx2bk5vMn4W+q5YGjCq92KFgOdvGJShdZNuPgoAZoXUu2Anlp0uh0ShzUZvqLiB773PQKd1w+mfXr17PAGSTV1saaZDGYrTweTlNy0McDH1zEHf/ax7D6JMVAL1qQKG41GRZGYkndj549yE8+MIOWpgYMBgMlhfk89NudtPqjOG1Gygud9IXiru5Bn/vNCyuZXppBplnPr9bVMzbbxisHOgCts0skniQ5wmeaYTeSm2GZG42nknVtgS2qeizQAW/++/XnfB73I2/ymG87EtQQQgghhBBCnK2joz3w60/u4cXblxCLhCkoKafRn+TyX7yG7/hfu0PAr4G7fR53y7DTfwx8Di3bgHhSJR6MQRBmlWTwzSvGsXXrFo6GFNYeChIvnqoVjDSYSKVSrNzVQlaGhVLQshdSKomESiyZMscTagdaJkM72gv+sWUEV80o4a6rp1Bfe4hXDkR54UAb6ca97C42cN2cSvbk2Xlsc+OI92s16TGb9BgNisVk1C8y6JWwTsf8gf2qmtbmkVQJRRPEEynMej0vfvNidmzfTleXVgekNw6/CxRhW/8I8bwxpAon4Mywc99RC+XWFNUdfaw+2HGyx96MtgRmJANZFK8CSwY2luTZ8IfipEnjdGQydvpU5vTspz5qZHWbjpd+v+lknTuqgO2kmaoomBihSGc8pfLAqsNcMXkce3ZsI9R8BDLzwGRD19dMaece2o7m8ssPzeSKX66lvvvYz0YrMH7gXswmvT8Qitv/vqVRn2s3ceuSuSRTSX798iFa/dqyk0A4QSia6CzNd5TZLQaa2kOowOeWVRPoaCYUCqEjzZzKbF450IGigGOEFq5Ws4HCbCtJVaWhPUQypRrQMjcGZ4+cthDrOfQtn8f9mzdxvLctCWoIIYQQQgghzpZvtAd2BGN866m93HP9LL729508tvlY85QUcD/wXZ/HPWJvUp/HHXLVeO9DK0w6xLN72vjuFZPJzXRiUgIYs4I8++yzxKw5xOZez3JzA3PHjyF3zFQ+8aetpACjXofVbNJqTii62TpIpmECaMGGlJrGalSYVJ7Jwy9swZYKMzPZyCvxEnDOwdB8AJ+lizETZzGuxEkkqaJXdMfqgACkUiqJVJpEMoU/GCeWTO2JJ9TzTvWMomgBDofDQV9fH9F4kj/XW7ikMI59yVzq6+vZ53RSnqtwTXaUVZ0GvvTPvdjsRgzdusHZLgMaGdY2dgRL0NrUXmC3GjAaFAKhBGaTnht/t4mHbp7NV66cxycf34MhnaIrniLTYaIvOKSkQxda4GGmmk6jaM/hArQiogsZ1H3T88wBppWeR8hZyp6iZei7GqG7DkVNsKNsOWOa/BSXdHHXVZO5+febB04rHjyYQa/LiMRT24CZ96+u1cVTKvkOEz969uCQG1NV9je0BRdnO81UFjvp6I0QjCbo7OwkEAhg1tvR9S9bKs610zvonowGhaIcG4oCbd1hIie2HV468NyAzNM843PlHuCuN2mstz3pfiKEEEIIIYQ4K/e8cCgf+PBoj9/fGuCeFw6xp/lYd4rtwDU+j/uBL148/oRCBsPGOgDcxqAXZIB0WutCMW9MPt2dHWRnZ5Obm4tVl6Iyx876dBVTHDGqCnOJpQ2sPdRFKJokEE7gD8XpDcbpDcbX9gbjFb3BOOFYkkRKJZ5MYzfr6Yzp2N2tcihuR9UZwWQjbbTQmdCjAxaMLWTjkS7aeyP0BI5dD38oQTCSIBJLEU+qpNR0C6cPMGA1KkwfU4ZejfPA3jglVpXF+Smys7NxuVxMyYKnWsxMcCaZkqnywbmV7GiPk1R0OGxGorEUKS24sQEoAzJG8dFUKrCjtMBe2NQR1uVkWgiE4oRjKVbubCHXYaG5J0JTME59W4Ci/varUe1F/zBabY4xoGU7JFIqsYQKUNE/j+KBzy0NrPX1cqgvyfeumMKujjjlaidLihSmlWbz7zYLbREdf1xfT3coDrCG/mUsi8bkcucVk3m1tpsuf6y4f1/l9obewR1ZBtQC0wBdNJ4iGE1SmGPlUGeIGbkQj0ZpTliw26zk2E3E1DTXzSjhPVMK6IqnMJsN9AZitPdESaZO2tGkEq01bynDCs6+Ae4Bbvd53G9ae5W3OwlqCCGEEEIIIc7KPS8cMqItCzlTSeBnwPU+j7t+NCd88eLxgXteODQJ7UV1iEPtQW4b1N51IABQmWNH0aV5usXMdHuAi2dP4Hev+RjhrdAJ6AG9qqZJJFWi8RTtfVH+9bkllMSayOnez76AAYwW9H1NXJnby8WTS7nsvEmsO9JN3amLRu5DW17TxbAuHMOtq+0m02pkX1eUJn+cD5Zr2QMmkwmHw4FOTZJlUvhPh41PXDybovw8DjQHeGGPluRSkGMjw2EKxeLJqmQqvQstsHBaJfn2onA0GQpGEq15mZbMtp4IoDUxWXWoE19nGKvZgNmkp7UzTGGuDUXRtURiqWy01rsAOKwGUmp6IOABWmBl7cA8SvPt6A0KwUAM765Wwij84pbLyLBbmDllAhMKs3hoXR2qoiMcTW5R1fQcQH/9eeX8+JpplGboWbmvg3atu0kl2jKQArQiqIPtH3zvN5xXzt3XTKWxL8Yju/soNKvo9QrtEWgLxbhxSiZHe8K8dLSP6SUZrN7XPhCYOZ0ytHoio3rOr9OTwC0S0BhKlp8IIYQQQgghzlbd6Q8ZohNtqcl9Po975GIUp3Yv8KHhG3vDCZ7e1cL00lLqfL4h++blpOhJKPxiZ5p7xiW4+7qZ3Pbo9uGXyGaETig94QRfeXwHNZdOJxKJYNynp6JzE4fz56OrdjBu8mQ+/chW1hw+ocFGCtgF+NFqTUSARWi1O3YDU091k9sb++hLJPneJdVkZzjIdNhJpdOkVOjrbKUqlaJ2W4AP/WEb9e0h4int5dsfSjT6Q4mAw2qYVJhjA3RzOnoihGPJY9dePDaP2y8ey6cf2UZHUCug6bQaMeh1NPVFHSajElbT6SQjvDO2dIWpKnbS649S3xbYXFHonJtWoSd4vBCnmgadckJTlcVGg7KxNM8+LxxL0N5zrN0qLquB//ePXfzuI+fx0KtH8DxzADUNmQ7TgbJ8+5y+YIyvLB/Hisl57Ni6CV9PhGxbFu+bVcoTW5vo/8y60QqiVgIutKKiQ2qJlGRZCXS1MV2tI6tYx5PNJjJTfjpSMYx6HQ/vSFJhS/G1mXbsRcU8svaMfrTP5/hSlHPtJeAGn8c9qgjLu4lucMsjIYQQQgghhHg9XDXeVrTuF6eyFS0g8ZjP446e5thTjaVDW85wQm2KiUVO/vapeWxcu4aR3nUeazBhNhr41U3nc+ndq0YqdqkCexghE+Tn102nxJri+6/Uc9tElSfbnOzvjBAMxmg6/oLe13++DpjC0GUf2zjeCcSPVsBz4kj3qFegsiiDi8fm0hNOUNsRorYjSE84wYopRXxqcSUH2oKsOdzJ3q4wbV3H6j1sACYNHtdmNvjzsiwZOh1098W4bHIh33RPoLenm+6UhWvuW4+qpqksdtLQESKZVMnPsgAEOnqjYUb4XDPsRrKc5nB9a3CrAosrip30BeP09HdDyc+yYDPp6eqLEewPptgtBgqyrXT5o43+UKJs4FpOq5EMh4mmjhA5dtPAchPoDzDlO8yMLc3AadZxTUEQJZ1kc7eeDn02y8bm88yeNp4+setLD1pAaUiA4ZNLqrl8rJl1e4/SFtPh6wzTkDCDwYIu2MFlWT1MG1uB0+mksHoyF/7s1ZE+nlNpBtxoGTkGwIGWQVKJtjSnGi3AVY2WGTQaz6Atz3rLese+nUlQQwghhBBCCHHWXDXe9XC8q8cgKeDvaMGMdecqdd5V470R+NNI+578zAL0/iba2k6sN6qq8Ls6MzNLMphQnMvtj+8c6RJH0eo/WAZvtBr1fPrCMTR3+7njssk8uqmRR3e0gA4aWoNdSTV9AK0F7EgZ8bVoL7KD9aAtRRl7wv0VOenyRwmEEyPNbwiLSaE4154+2hLYyMifAcBrZqNyfkG2FZvZwI1zyyiP1DN24iQO9ao8sK4OX0eQlu7IsfEb2wMkVdah1QCpHHStKLCxotBxQY8/RiCSWA1c4Cpy4g/HmVaUQTiVYkF1Lsuqc/jggxvJdppx2Iw0dYRIJNVWtNoaBQCFOVbiCfVYQGTQ86oCdCs/v4hiW5qf/GcHu/oMXF4UZ2NLhGSwm4/Mq2Tx+Yv4+UuH+fUrtdB/YbPZgMWox2RSYka9YtbrtQKuFqOeTKsBm5Imz2ag/cgeOg7vhJ5GDIkI06ZNY9myZVgsFibNnMvc77102uc/jNvncT99uoP6A3MFwAy0IqrL0bJ49EAMOILWZng7WqeT+Eku9a4ny0+EEEIIIYQQ54KPoS/UvcCveP1LTE7nceAnjJBF8JvVR/mue+yIQQ1FgY9WxnioLoSrKJeZ5Vlsb+gdflgVWvHJxYM3RhIp/r27lU8tquT2v+/mxX3t2C0G8rOtqbJCR7avJbDoFPNt5MSgRjZagMDPoMyK0nw74VhiVAENgGhc7QxFk/rSfPv8po4Qsyuy+PIl4/jS33bSfjxQMD6WUDsb2kN5RoPCU7tbSahGZrbvw65TCQaT3DZZx50bFKIJFXSQVNmMlrGS7n8eM9GyTcYAFzR3hSnPtxOIJBYDWzp7InPGlWWyeEIesWSKuuZ2ciZmMWdMLs19EXzH26QWAU30B3os/RkdwzQNPC/PMwf5zQ0zeG+FgYk9Uf5WbyQWN6H0hfnxiwd5YG8cnS2D8WWZ2hKcNCRVrU1uKpXuCoZjJZF4ElUFp9nALVdMIhxPsWhMLlvTtTy68SjJZBKDwUBFhVYSI5lMkuc845qfj48moAHQH9xrA57r//qOq8abixboOOjzuE9osyJGJpkaQgghhBBCiLPmqvF6gK/1f5sALvR53K+9wWPeCXx7+HZFB+trLuTo/l34/f4TTwTCqsLv66x8YekYvrdyH0c6Rmy6soFhmQ+uYufgl3OA+tJ8e7EOjCaDwtVTCvn5S0cGOo8MiAJxTt6BZD2wACA7w4zDaqThxGUxJ+ND++t+eWWRA6te4W+fmIe/uxPFnsUHH9hAY3+xT7SimaX0L3v47lWTeXRLPXFVh2nTX7FGOrjsQ7fwq/0GbGZ9d1NnOIuhXWZeQ6sbcUxBtgWdTkeWUR/826cX2Jpb25SvP1eHKRUmEQ4Rs+bwnmnl/H1j/UhFVP1Au6vYOXbYMw2iLd+xD2z49AXV3LKwhO2bN/Pgtk66DTko3fUowU6qcixcd+li5syYxiLPywQG1Q5hhBopA75/9RRmZ0VZtWoV9fX1VFRUUF19PO50ySWXcL7nJZp6IyOdPlwMmODzuM+0vow4S8rpDxFCCCGEEEKI01qFVsOgHrj1jQ5o9LsfrYPKEGoafvtaHYWl5Sc90aaoXFsc4u6XD/PtyydjMY74alSGFqABRnx5igPxpo6Q0WhUGFdgpz2a5CfXnlCOYzOnbqm6AFhlNRvItJtGG9BIoBWlzATKAcKhOCaTge2797Jv3156Wxt48taFVOUdiw1MtJiUo0W5VlzFTp7a00oqnUZp2kV85tXEkirR1iNMKs1I9QTiOSPc8gnZA+09UTJsJjzXTHXo00mlKCeTi9N76Yob8Jty0e95lplKM7+5YRZG/QmFQzPMRiWpqif8oX0bgwIaAPevruX5A908WG/DZM/AseY3WHb+C1v9BuZXZDJ90gT+s7uFUPyEHwfzyR5gRzBOaWkZ1dXV3PTRj+G++lqmzjqPeQsWYTQa6egNkGM3nez04e6XgMZbQ4IaQgghhBBCiLPm87j/4/O4p/s87kqfx/3bN2nMFuCFkfb9dVM9Bfn5mEwnfykttMB7C6L89JXDfMs9Yr3Oo/1fa4HDTocpGE+k4mgZDxuBl+mvh1HsMNMXjnOgqYuOSJwPzxsSUMk+3b0oCkuLc23J5pEzRoZbC7SjFcE8dm2DonDjeeXcs7mHV155hVdXr6KtoZZ7r5/B2BInrmInRTn2CclkutnXEqAjEGdytoLz8EsYGncSX/QxpkyeQTie0l80Pm+kccNoS0aOuXF+BXesmMAPnt3Ppo0bsZhN7I/aIZ2CVIxkMsXevXspcJqxm0+sfuC0m7ISSbUNbbnSgOLhx2XYjTy4sYHLpxRxx/IqLluxgmnTpnHNNddw7XUf4kcv1PLVf+zmxPgIuWjBpxP8e2cLTqeDpRdexMRxY7lvXQu3PrYH9EYWnL+YtGIgmhjVKpAI8IPRHCjOPVl+IoQQQgghhPiv5arxfhG4e6R9P3r/VBZXWNiza8RioADk5+ezM+LEu6+LbUe6jrVFRVsSMh9tGQQAJXk2gpEE/tCx5I3DaPUldD943xSe3d+CI9BMbToHR6yXjZ0mGEXrVoDKIgc9gRj+UGIzWjvSkaIKAxkM44fvyLIZeeIzC9j+2kvctzeJzt+CTm/EUDIBi9nEknGFHG7xH/j3jpYJQLgg2xozGZVsp17h63MM7Nq5nd22KbQF4ySSSW6f4+RnO2BnY9/gYbYA09GCKgs/fr7L9IULq9i9fSu/2adSkGinJxim016B8dXfkkAhOv8mPjXVwo83RukYWgi0FfCV5dsX9ARjhCJJf//9WRi25Kc0345e0dHYEaQk08rKz5/Pkf276e7uprCoiPyyai69Z83wZSegBZ1uRatdsQJtGcotgHHggGybEUWnIxBNEk+pCeA/OihKwwS0LJiRJNAKeR7s/1rl87hXnuRY8QaTQqFCCCGEEEKI/2YrgR8CJ6Rk3PvyEa796oUcPmgmFjv+Qm0wGCguLqGwtJxWf4zNq30cbQ9QmGcbWPqxFZjDoIAGgMmoJ9g5pC7EWPrrbtjNei60NPOn7iwM25+ge+ZV5MTr6DYVdQNMK81kYXUOD6+tGxw4AbRgSSSWGgiWzEVrC7sabVnKwH2t6//+hDUcJr3CIx+fy6v7GvhXLajWDHAWoOuuY2rbq3z2YzdSXlFBLKFOaOmNcqA9aLNZDFZfS6AWqF7ZWhb99idusXz7j8/Ql8oEvZm7NkexWy24io91HU2TZrZKWkeapeiIr2/ojbd4D5hi4TTJWIRdqXzQhXG+cj9XX/4e6uvrcZal+fNRPX3Hi56qwKv997nAYFAIRZKgLc9ZChxCywixWUwKRbl2guEEnX1ay9zGngi3/mUbD9w4i+2bN2I2WzAb9TgthsFBjV3A54A1g7rtPAY85qrx/gJ4gP4isD3H59UIfNzncT8P4KrxGtDqhyxAq0HSiRbAOADU+TzuEyIo4q0hmRpCCCGEEEKI/2quGu/3gf8dad9dV01mfkEaX+0RbDYbxWXlFBUW8crBDh541Tek80lxrg1F0fU2dYTsDPpr/rFx+ouE5jlMjC90svZIF/QX+bxpQQXb69uIhINgdmCoXU9izCLq2iNrXXmORU98ZgFWo57tDb189OHNhOLasoZspxmnzUj9yHU0OoC9aIVA5w+fk9mkkGk3YbcYybabyFQS5EZb2BG0oq/bSnLsIlYUxvnSB1ewZcsWDAYD+oIqvvKvvRxt7iOp0mpQdLqCHKvBYTHm5hCgd/8mkmUz0ZFCsWbSHlLp8ccAVikKSxXAbjZy11WTCcZT6s4mv39uuTPrt2sOEE+kQDGgBNpYbGnlG1/9Mit3NPN/zx7AajYM3OOrwJLhz3SY9XmZlgUOm5HWrhDRuDp8P59Y7OKbl09hX7P2PNv8x4JWfwU+4/O4R64Qy7GAxV1ohW2jwJ3AvT6Pe1QVQcXbiwQ1hBBCCCGEEP/VXDXeHKAOcAzfV5Vn59+fW0ifP4DD6eRP6+v547q6wa1OB9QDXeUFjlmRWPJYZsAAh9VAcY6NLyypYvmkQnQ6HZfcvZrGnkg8L9OiZthNlisrdaz+w8+IWXOJz/0grkwTtSEl/siHZ5s6Go/Q1tbG2AmTiBoc3PDQRqIplaIcG3UtAU58bR9iLzBZUSDTYcZhMWLQ60ipaULRBH2BOB8738Xnl1Xx51f38sLhHia1vEzV9Lms9BdxdYWOUiVAOAkP+ax8Zfk4fr36KE2BGAZFl/KH4/quvhgfH5dg+38ewb/oUzjW3I+v/D1Yy8ZiMevVSCyZbu+J6E16hb98Yh7Zivb+35Uyq99/4TBFxpjS+tS9xJNJUhOXo7hmM6c8mz+9Vrc6DYuK82wGHXQ1d4ZzBz/TTIeZpkF1RBQFyvIdqOl0X2N76GTLPwCozLXR2hclllQBXgG+6vO4N536UR7nqvFeARzyedz7R3uOePuRoIYQQgghhBDiv56rxvsDoGakfV+4aCzNfVH+vaN54AV4uD1oHUQyAKqKncyvyOLG88r50t92csP8Cna1+plY6GBpQYrmpibKK6t46kiUf+1pI6VqL+DXn1fOirw+Xl31MtMXXMBva01qhtWgmFH5UMnxbARX1RjC5ixuf3IPDR1B4omThzScNiNOmxGzUZ9MpzFE4kn8oTiR2IkFLGeWZZI26fnf8/NxEmPChAk8s3Ybv9kdZW66jk2JfOwGHUmTgwyric1HughFkwA7gBl6RcdtU9OsbDPRXu+j11wC2rKLZG6muSjDZqI0y8qN03Oo2/gC+5u6OFS0mEsmFamXjM9PHtyyxrR18yYuWHYRR/Rl/GFTAyajnu6+6FF/OHG0otBxUSCcIJ1Sqcq10xyKEU+o9PQHmJxWI3lZFrr8UfyhRJrjy4BO50G07IzTxIbEO5EENYQQQgghhBD/9Vw13hK0bI0zrRu4FRiHVjeBhWNy+dkHpnPr33bwyXklXDixmGAwwGef3M/1pREyjWlUFV71O9jdC3VtQXqC8T60Apfma2aX8qNrp/OvbY09E4udmT9+/oDSGkww1p7iylKtfoOqwkP1dq6cXsLDa3wcGZSpYDEpZNhNWM0GdDodiaRKIBzHH0psBOad6kaKcqwoOh2//fBMxhdmsnPnDjo7O9l8uJkXYxWgKBg6DnPDjHwWLVnGlb9aS1hbBrOFQcGD/CwL6TQD2SprgUUAv7t5Nm29AR7d2kgolgCDGUPTLm5aUMnSZRelFJ1OybIadT9/6Qj3r9aapJiMCsW5tqSaxtDWFaaswME3VoxngSuHqx7cwNHWAMmkSnGeDZNBoak9RPJ4C5NutBocI7Zi6fcc4JYaF+9e+jvvvPOtnoMQQgghhBBCnJUvXjw+cM8Lh8ajdecYrV3AZMA2sOGiiQUsqHBg7TnK7/aEMHQdxd/WzLpOPUvzk3QkDPylyYbVZmNOSQarD3SiprGgde4o3NcSqH1hb9uRa2aXVjrTIX1pvJn2iI4DIT3dXd207F7HqkQZuRaFyyv1vH/RJDY29GG1GMnNMGOzGIklUnT0ROkOxAiEE8S0TI52tI4bFSPdiMmgkJ1hoaE9xHN72tcvHpdTlmm30NnewT+bDMQjQVD0KD0NZAYbufq9l/Dn9XUDxTVLgBb6AzuplEq200xfKN6K1gVEB3DVjGLmlNipf+lRGi3l0NtI2pLBvkQ23v3dyuPbm1OPb29Wtjf1YdQrqGqaeFKlLxh/NZ1Ou4pybCSSKtub+kgc3cKBiAWLv4XsokLiiRTNneHhLVmt/c91xHtGW5Zzmc/jDp9kv3gXkEwNIYQQQgghxDuCq8ZbBexnhE4oI+hDKxJZOLBh4ZhcHv7oXI4cOUxTQwNHggorW0zMSDewI55FkSlFm5LF7csn8M0nd9PYM6Su5HNo3TLsP7l2GhePz2bThvXHdv7zQIAD6XzoOAKZxeSZ04T0dox6HVNLs9nT0McWX8/J5nqwf56ZwCagimHZCxWFDrr9UYKR5Fpgodmg6B68aRa/31hP0t9F6MUHiasQn38jxQUF9EZgx9B2rauBCwa+qSp2po+2BJ4BLqa/QKlB0fGrD81k1/79PHfEj2Xt7zCZTFz0gY/zk+1p1DSvWkzKEqvZiMWkx2hQUBQdOlBTalpJplT0ig6rSY+aTEBaWy3ib2uhnZyT3XsTWmeS+cO27wRW+Dzu1pOdKN4dJKghhBBCCCGEeMc4VSeUYYZ04QBwmg2s/98L2bJx/bEWsM8d6mZbogDQoYv2MdauUlpZxaGeBPtbAyg6nfbiriOiQ2fV6cBmMuCw6Ekkkgy8b8XjcZJhpRr7AAAgAElEQVRpQDFCqAtXqp33nVeNSYGsrCwmTp3OFx/byYv724fPsxYtmJE7aFsn2ov+TIAMu5FMu5mG9uAGtFapeoDKIiezyjL4yuJSnv73P/H5fFx55ZXcf0hPbVeYxvYQyePtZfeiZa3sBvrKCxyLOvsiukgsVYvWYnUqgKKDKa5sPlgapfPwLuylE/jhNpWUlmKxgRODD6uApQaDgs2sJ9NmwmlOE08bIBbEsua3TJ6zgL+FJo30GT0C3AYkgH+jtXwFeAL4qM/jPqFtinj3OdP1ZkIIIYQQQgjxdvZd4D3ArFMc0wwsHL4xEEvyj61NLCor5+iRwwCYmnaiCzpJF4xFF+mjR2cnOxRkXmURexr7iKRUVDUN6I4kU6mpKRVSqsoCVw6//8h5HN6/l87OTmpra3n22WeJmzOJnncDGZYUJkUbNxQKkUwmKcowD59SPWBnaEADtCyNHLSAwfm5GRZDQ0doFzCbYwENB6FIgpVbm1kxIR/3Ve+no6WRqdOm8dPtG+jsjVBeYKe9N0IokgRIoy1BmQoQiibIsJuIxCLVaHUt1gCLM+wmeoJxdLlVTKqcwP88umMgoAFakKUXyOr/Pk7/ciCjoiPDZsJk0lOdqaPxP79FDXZhNBp5/yWL+cdT3YOv045W+PPJgQ2uGu97gYeAl4GHfB63/HVeAJKpIYQQQgghhHiHcdV4K9EKXJac5JBVHP+r/xDlOVZe/epFvPjii6iqeiwYkUwmMRgMrFixgurqaiZPn8VPVzXyxNamgVPb0TIqjkUmZpZn8fBH51Jfe5C21lZqa2upr6+noMzFK7oJVNlVLi9VmTpzDv/Y2cEPnzkweCotaMGE0lPda3GeLaCq6UhbdyQTMCsKVBQ66QvGj3UVUXTwjfdOZFZ5Jr9cdZQX92nZIAaDQlm+nVAkEenojcY4HoxAr0B5gRNf65BkiNVVxc4LGtoCjNxEZuizVWBjTqZlnsNmRFXT9AZi+MMJ3j+rlMsL/WzbupWS8VP5ybY0XaH4wPmPA5/zedwdp7pvIQZIUEMIIYQQQgjxjuOq8U4EXgKKh+1KAH5OzH4AYHZFFk989nyef/75Y9sGghEVFRVUV1dTUlJCWWUVK3e3c8c/9ww+fQ2wePCGsQUO/nrLPDqa6mhqbDi2PanCI/Vmspx2llTlUPPk3sGndQJBwHWqezQZFEry7fhaArVA1KAwuazQSbfWEvVUpw5RXmAPAo6G9tCQ7RMrMpmWZ+fxrc0A5GaasZgMPU0doexTXK7TZjY4czLNZqNBSYYiSUNXX4TUsCDIV1eMx2HS813v/oFuJ31o2RmPjnriQiBBDSGEEEIIIcQ7lKvGOx6tgGfloM0nzdIALath7deWUX9wD319xwtp6nQ6CgsLKSytQG8y8/2n9/OP41kaA3YAM4ZvLM2y8tin5hHubqPuaO2x7ROnTueHq5vZ1eKnrjU4sDmO1uVkxCITg1UUOujyRwlFkpgMSqq0wJ7u7IkaApHRBzTofx65mWacNhNNHSESSZVPX1BNWzjO0nG5+NpD/PzFw1QVO6lrC6Cq7AZSg+9VUSA3w4LdaiSdToe6+2JqIJKw0b8c5jT2Alf7PO5DZzJxIQCUt3oCQgghhBBCCPFG8HncB4E5wN/7Nx1G61ByUmoa7lvtY+yEieh0OgCcTifLly8nai+m5qmDzP3eiyMFNACmoAUlhmjqjXDlr9aRtucxdsJEAMZOmERrRM9zO1vxhxK4ip0Y9Eoc2MKggEZRhmXEeWY6TKTTaUKRJGajQmm+Xd/eHTEEIonX0AIOo7GO/gBPV1+Mjp4IZfl2LplayK0XVFKm9OHdWsvN80pZPrWQcCyJqmVcTEULaNRm2Ix7KwodkcpCZxqgvi1AXWtQDUQSGxhdQONRYIEENMTrJZkaQgghhBBCiHc8V433auCbaMU0T8lm0rPrzkupPXIENQ3V1dVsqO3ixt9tGs1QB4HxI+1wmA08/NE5jMuz0hxIcO196wnFtfiDw2oM52dbzS2dIX20f9u00kz++blFbPF1U5Fj4/+8+/HuagGgqthJQ1sAo1FPUY6Nlq4Q0fixNR4bgHmA7hTzbAYcQMbgje6pxXTEE5SZEyzPi3BfrYXPjUvx6yMmvn7JeO54cg9Hu4LkZVqwWYykUird/hihaDIJ7AO6gWy0jikLTjJ2Ci3QdLfP495wyqcpxGlIUEMIIYQQQgjxruCq8T4MfGQ0x86vyuFPn5jH0zubeXCNjz3N/tEOsxmtreqIzAaFTy6p5s8b6ugJH1smogLbzUZldkmena6+KLF4iue/tAR/iw+j2QJqiqrqMdzyxy0c6g6TTKmEY0kKsqw0dYSIn1i581TLbNLAToYtlVk6Pp9ffmgG27Zs4vcHUoRTOoLxFOZoL/lWAxefN4mVB3pp6o3QG4rT3Rvl5PVCRxy/D3gA+KXP464/+alCjJ60dBVCCCGEEEK8W9zLKIMaG452M/lbzw4UsTwTwVPtjCVVfvny4eGbXwWWxhIqdW0BqoszmVzogGiAlhYtM0On01FQXMqFE/Np3NJIZ2+CgiwrDR0hkiO3IlnKyQMbq0fankip6ACLycQNFX3861CQLjWbmCkHfzxO98ZabpxTyuzxk1jy41dO9xyeBbzAHUAH8HPgYZ/HfcrnI8SZkpoaQgghhBBCiHcFn8e9Fa2Gw6icYUCjE7gNuAQoAtzA3cCIxTcG2cKgAMN8Vy7//OQ8/LEk33v+0EANC9LpNFs3beCZ/W0sqc6lJM+Oe2IBZuVUK0xYihbAGOwgsGikg9ce6eKzf9nO5Gkzyc7OJrNpM/od/4bGnVhW/YbxLas4r7qA7Y29p7klngA8Po/7x2hFWif4PO5fSkBDvBFk+YkQQgghhBDiXcNV450BbD+HlzwM3IOWhRAavtNV4zUA1wHfByqG7Y6g1aAoBa3mxku3L6Gp9gBdXT08Vq/Hn9Tx0coYBgU2dOnZ0G3AqFf4xbUzMJIgrbdw5a/X0uaPnWqO64AqtMKdfmDMqQ6eX5XDQzfPZuU/n+Dxxx8nmUxiMBhYsWIFU6ZMYeGiRVx3/3o21/WMdPoBYJ7P4x71eh0hzoYENYQQQgghhBDvKq4a77PApa/z9CRaVkYb8CPgMZ/HfdpuI64arw34KvA1YKClyRpg8cAxlbk2nvviEnZu30Zvr5YN8UKbkf0BPYvVQzyXGoNFSfGZcSlMCphMJpYuXcon/rCJF/e1n2r4PwM3oRUOvROtYOopzSzP4g8fm8t/nnqSXbt2UVFRwdixY5kyYxarawN89YndI50WQgto7D3d9YU4VySoIcRZctV4FSDT53GPGKoWQgghhBBvL64a73jgw8B8tA4dmac4vBf4J7AS2AQ0+jzuU9THPO3YlcBPgHyG1bVYNj6fe6+bxuYN60iljsdJnj/UzdZEAaSSONbcz2UrLqG6uhqAoqIiJk+ZwqzvPo8/mhxpyJ3AQp/HHR40hw8ADwO2U831e1dPYVmVnb07t6MoCpOnzWRzc4QvPLaDk7xGftDncT9++qcgxLkjQQ0hXqf+YMY1aJHuUuDjPo/7X2/trIQQQgghxJno/zfdeGAyUI7W5jSJlomxB9jm87hHjBac5bi7gSmDt82tzObvty5i/fr1BAKBY9tfeeUVtu3ahYJWFHHatGksW7YMgAlTpvHS0TB3/nvfSMP0AnN9HveREcafCTyFds8jWj6pgJ9/cDr7du+kpNzF7s4En/3LdlIj1xrx+Dzu/z3NbQtxzklQQ4gz5Krx6oFr0YIZU4bt/rHP4/7qmz8rIYQQQgjx38RV4/0BUDN8+57vXEpHezv+ni5CoRDBYJDa2lqeffbZIbUtqqurKSoqIrPYxSX3rCF2YgeUNHC5z+N++hRzKAVeBsad7JgLJxRw/02zWXu4g1v+uPVkxVN/Adzm87jl5VK86SSoIcQo9QczrgO+AUw6yWEqUOTzuDvetIkJIYQQQoj/Oq4a7zi0TiRDOMwGvnvlZFZMKSKlqrQ01tNQX8eRI0eor6+noqKC6upq9Ho9C85fzGce2cbqQ50jDfFtn8f93VHMowzYBWSd7JjKXBvNvRESqRHfHe8CviUBDfFWkaCGEKfhqvEWoWVmfB6YMIpTPunzuB96Y2clhBBCCCH+27lqvC8Dy0baZzYo5NpN3Hv9DMozDBzat5tIJDLkmAWLFuN57jB/3lA//PR/oNW3GFXtD1eN93rgr2d8A/Bln8f9s9dxnhDnjPJWT0CItytXjXeKq8b7KNCAllI3moAGaEWnhBBCCCGEOJ27TrYjllRp7ovygQc2cKg7Tnll5bF9efn5TJw0iRZ/nMc2NQw/NQrcfibFTH0e96OA5wzmrQK3SEBDvB1IUEOIYVw1XqOrxvsdYAfachPDGV5imavGO/ncz0wIIYQQQryT+DzuF4FHT3VMOg1/Wl9Pdm4BkyZPYdK0GYybOJnGqJnP/nX7SDUu7vB53CekbozC14FfjuK4KPABn8f929cxhhDn3Jm+rAnxjuWq8RYCY4AfABec5eXuQDI2hBBCCCHE6X0GmMUpsoKf3dPGzsY+7njvRNr8Qfa1NPP3rU0jHfpX4O7XMwmfx5121Xi/AOiBW09yWAdwpc/jXv96xhDijSA1NcS7Wn/F59uADwKVpzmcScVO9rcGTtaXe7h5Po9709nNUAghhBBCvNO5arzjgQ2coljnKOxFa98aOe2Rp56LDvgh8JVhu/YDbp/HXXs21xfiXJOghnhXctV4s9BaaN0GWE517McWufj0BVU4LUYsJj13PLmbR09cuziSTcCCM1nPKIQQQggh3p1cNd7lwH8A4+s4PQ0s9HncG87hfL4EDNTMeAV4v8/j7jlX1xfiXJGghnhXcdV4LcBn0ZaH5Jzu+CumF/Ody8dzYM8ukskkJpOJCVNncsFPXsEfSY5myFtkvaEQQgghhBgNV433BuDPr+PUe3we95fegPlcD1wC3OrzuOPn+vpCnAsS1BDvCq4ar4JW4+L/GGGZicWoEE0cT6jIsBiYV5XDLz40kz07d9DTczwoPWb8RNY2J/nGv/aOZug+YKLP424923sQQgghhBDvfK4a70vAhWdwSj0wxedxB9+gKQnxtibdT8Q7mqvGq3PVeFcAW4E/Miyg4TQb+Np7JrDjW5dyzexS7CY9X7p4HBu/vpwb5pWTSqWJRqNDrll/9AhXzyxhQqFzNFPIRKskLYQQQgghxGh8GG0Z82h9RwIa4t1MMjXEO5arxjsH+BFw0fB9Jr3CTQsr+MJFY+np6sTf08X06dPpC8fo7e6ipbGeqTNm8fLBTmYVGNm3e8eQ80vLyohaC3j/faMq/JwEZvk87t3n4r6EEEIIIcQ7m6vGawOeBC49zaF7gBk+jzv1xs9KiLcnCWqIdxxXjXcM8D3guuH7dDq4ckYJX79sAolIiPraQ4RCIQDKysro6+sjEAgAUFJSgi6rlCybkdajB+jq6hp0HR0z587n295DeHe1jGZaLwEX+zxu+YUTQgghhBCn5arxWoGngWWnOMzt87iffnNmJMTbkwQ1xOviqvFm+jzuvrd6HoO5arwFwDfRen0bhu+/YFwe3758Eg6DSn3tIXp7e097zZlz57O3Pcq0YhtbNqwbsi8rK4uqCVNZ8uNVRBKjCo5/2Odx/2VUNyOEEEIIId71XDVeJ/BJtI4oSv+XEcgGOn0e9/+9hdMT4m1BghrijLlqvEuAPwGLfB5389tgPg7gdrRe2o7h+6eWZvDtyycxJtdKw9HDtLe3j/ramZmZTJsxi6O1R2hqPLGN64TJU1l5MMiPnj04msv1oC1DqRv1BIQQQgghhBBCnJQENcQZ6Y8W7wRcwHbgAp/HHXiL5mIEbgG+DRQO31+RY+Prl43n/DG51PtqaWlu5lz/vJvNZmbPW8Bl966hoTsymlO2oT0zKeYkhBBCCCGEEGdJghrijLhqvN8CvjNo03PAVT6PO3qSU96IOeiAa9HqZowbvj/XbuJLF4/lfbNKaayvo7GhHlVVT7jOmTAajVSOGYeaSlF76MCQfRWVLlpVJx95eMtoL/c82jMbVRRECCGEEEIIIcTIpKWrOCMlWZYbb1xQyeyKLMwGBbSKzP9w1XjNb8b4rhrvhcAG4G8MC2jYTHq+uHwsq/7fUhYWKWxav5b6Ot9ZBzQACgoKsDizyczJJysra8i+hvo6ppdmsHR8/mgvdwngddV4M896YkIIIYQQQgjxLiaZGmLUXDVe+ycWVwX/54IKYskU2U4HsWSKRT98ORqIJn8GfNPncZ99BGHksWcAHuA9w/cZFB3Xn1fOly8Zh7+3hwbfESKRc5sEodPpmDN/IS8c6ObCsZls27RhyP68vDzyK8dx4U9Xk0iN+ndqH/A+n8d94LRHjoKrxpsF3AUsAT7r87hfOxfXPRdcNd4MtADY5cAWn8f9i7d4SkIIIYQQQoh3AAlqiFHpCUbv7grFP5VS07ZkdyPNzc2Ul5czceJEFvzgxW0TCp2z3j+rtOn8Mdl9OQ7rlxVF98y5GNdV460C/g+4AdgIzB+8/7KpRXzjvRPRJSPU1x4+1o71jZCXl0dB5Xi6Q3H0gRaampqG7J88bSZ/2trJfatrz+SyQbSuKE+dzdxcNd7rgJ/bTPrCz184hj3Ngah3V8vEt7IoqavGm4+2TOgaYClDO9J8xOdx//EtmZgQQgghhBDiHUOCGmJU/OFoc6Cnq3jzli1s2byZ0tJSrr32WnJzcwHoC4ZJqypNDXWMHTc+aTYZq4ET24WMkqvGWwTUAJ9Fa1sF4APKAf38qhzuvHwSeTaF+tpDdHd3v65xamtrqa+vp6Kigurq6tMeP2naTDa3xLh4Yj6bN6wjkUgc22ez2Zgx+zwu+tlq2gOxM5lGEzDN53H3nOn8++uL/C/wvfNc2Tx48xzMSpoUCkt+9Mr+nnDiwz6Pe+uZXvf16p/PcrTP7QpGaK3b7y8+j/vDb9a8hBBCCCGEEO9MJ3vhEGIIRaezP//88/x95TPEiyZj8W1lwsSJ5OXm0tnZyYEDB44FB0wWq6GgqOTeTLvlfae7rqvGOwGtk0oarR3rGOACYAXHgxnHDr9oYv6OW853zZhc5KDBd4Tte1tf9z3V1tby1OZDxLMq2PPiy1wGpw1stDXVc/WcOfxlvY8FVWM4cnD/sX3hcJiW5ia+dflEPv/XHaOdxgagDC0b5fMDG/s7u2QAFkBFy+gI+jzudP9+E3Ah8C1gkV7R8fhnFnHw4EHq6uoYM34iX75k3MRv/GvvFleNdxfwIvAy8IrP4/aPdnKj5arxKsAHgK8D00dxyvnneg5CCCGEEEKIdx/J1BCn5d3Zolw6uSDxBc+vlUMZ0yENumgfRnsGNpMBR6KXzl1roHkvJoOB9773vXz4pptTVrNpFrDrZNd11XgNaHUlxp5uDiWZFr72nvG4pxWTTqdZtWrVWbVnrQ8pPOlLEE0bQG+CZAw7MdzVVqrspy4LMn3OPO5dVc9XLh3P/l3bhix50ev1zJ2/iI/9cStb6k6ZeHEU6AFm93+vAo8C09CCHNkjnJMCeoE4kEd/0GfhmFy+f/UUrLokB/fuIhaLYTQamTt/Idfct4EDbUOW5CSBtWhda1YDm8+2C4urxrsc+Ckw4wxPLfd53I1nM7YQQgghhBDi3U2CGu8C/dkQ7wd+6/O428/wXPt5lVl/rSpyXrGzqYdkLAahTjK2/52vfOUr1HUFeXpXE83WCnTNe7Duf55p06Zx4403UVLh2pRpt8w7xbVvBv5wqvEzrUa+cNEYrj+vnKbGBgJ9vcyYOZPX1qwhHo+fya0A0ByBp1vNxFWYkm5kg98BkT6UeJCZZTnU6ouJqTqmZCRZnJfENKg/kE6no6y8nPLKKu596TD+SJLblpaza9vmIWMUFRVhya9gxc/XoJ746xUEtgKLODFTagswZ7T3UpZt5c4rJnFeRRa+Iwdpbx/60Y4dN47WpI0PPbTpVJdJ9M/ntYEvn8fdNprx+4u3fg9wj3bOw1zv87gfe53nCiGEEEIIIYQsP3kn6w9mfAOtyKYCfN1V470P+Cuww+dxp05zfonVrH+1N5Wu1ikKRr2eMc4k3Skd13/kI0yYOIng5k3MykrRHNehM5oxGAyMHTsWm8OJ2WiYDdiB0AjXNgDfPNnYZoPCx8938dllY+hob2PzhnXHghgBf4Cq6jEc2L9v1M+iLQpPt5gJp3Qsy48zJVNFVfPZesjINP9mdpZcxLIxCS5WYvTG4aUOI785YiHPrHJhfoJZrgImTJxETyTJzb/fzJa6HhQdfHRRJUVFRbS2Hl8G09rayrTiMq4/r4K/bKwfPI3XgPFoy2tGEhzNvegVHV9aPpaPnu+iuaGezRv2oqrqCfVBjtbWMnfBImZXZLG1vvdklzOiFV+dD9wO4Krx1jIoyAHsHehq018z43zg/wFXjWa+p7AYkKCGEEIIIYQQ4nWTTI13KFeN91bgl2jBjJEE0bqJrO//72afx32sncf4b/zHmu00N1gthty2rjDlhQ6WuLJpC8a5YFwe75tejKJTOHLkMD9b34HfHyARDXPDWD1Ll1+Kd1crd794mO5Q/Hyfx712hPmNmKWh6ODaOWV8dcV4wgE/DUcPEw6HhxxjtVpZuHAh69atO23r1q4YrGwx4U8qLMlLMDPreBznYEBhbZeRj7piPNlkxG6ASwuPF/5UVTiYyuK1NpVEKk08nmLXsODArPIs/vCxOWxev5ZU6vi1HQ4Hk2fM5oIfr6IvktiPtuxj6iknCzsYxRKOPIeJdf+7nG1bNtPX14eqwpbaZl5qSoBvMxnhdlasWEF1dTUVFRWkHAW89xcnfARnog9YB7wKXIxWy+Nc2ObzuGef/jAhhBBCCCGEGJkENd6hXDXez6EFNc5EJ3DUbFS6SvLsS2KJlL25M0x5gYNQNEG3P0Z5oYOO7jBzK7PrKnPtlZU5Flbu7+DWxVW8eLCT5WNyuOvpAzT1Hgs2rAUWDxS47J+bAdgLjBs8+PJJBXzLPREzCeprD9PX13fSic6cOZOUqrJr584R9/fGtWBGd0JhYU6C83JOTEp5vNFEmTXFwtwU4SQ8eNTC/4yJoihaUKKiehzF+bnc+dQeHt3SQG6mBYtRTzSRorM3SiKp1d74+XXTmZKZ5OiRw8eubbVamTN3Lgfbw31X/XpdBqAbxfNPAX5GrqcBaBEqm9XA/DG5pFSVrlAMVYWYmu4fIo1p2xPMKrbzkY99nJLScu596TAPvHp0FMOf1mpOnmXyeqhAls/jfuP68AohhBBCCCHe0WT5yTvX3sHfLJuQT08ozp5mP8kRCj30y8t2mvOyHCY6eiMEI8l1+VmWeel0Wt/t11qU6hUd0YTKmsNd9WsOd1UW59qIJ1LUPLGLnAwLf99QP/yai4CrgScHbfsQwwIaY/IdPHjzXHbu2EFHR8dpb2737t0sWbIEp9M5pFCnPwHeFhPtMYV5OQluyI6jnCRXpTWqcEWRtqTFZoASq8qaHgv/c/FknBmZeJ7Zz182bCSR0p5XS6eWMZLtNFOaZydNmt5gnLu8B3j5yxfQ1tJMOBxmytSpFBQU0NzUzJj8gsxJxU72tYzqvV2PVlj1AgCTQcFuNWIx6zEZFHQ6LS6SSKrsburja5dO4N/bfXRF0xSmQ3R2d5OyZhOffgV6Swfl5RV86pGtvHqoczRjn04LMOtcXGgQBVgAPH+OryuEEEIIIYR4l5CgxjtX88D/WI16HrhpDn2BME6HlQMtfayt7WFLXQ8H24I09ITR6aA03wHpNHUtAVTAbjEsdFiNyaMtgT3ARLSX7gGKooDFpKelK4zFpJBMnTRY4nHVeFf6PO6Eq8arZ4RaGkc6gmyv68ZiMo3q5pLJJO3t7YyfMIEtmzcTSmrBjJaowuysJNeVnTyYARBMankNlv7fAKPRyKcXlHLXmk6eO9jHT1/YQk84MeK5PYHY4Z5ArMxsVCx5WVZMBoVb/rqNH141nWKnmVA4wqaNGwkGg5QEA/zgfVO5+tfrTnk/DqshYbcaO03/n737jo7sLg///75lepc06tJqJa22927vrtfdi20MDtgQWkxMgNAMSb4xJaEkIU4ChBgCJD+IjcEYMJhiFtd1395706p3jabXW39/jFbebhvCCZjP65w5mnK7yjn30VNUZYWilIMXlmVT0k1yBZ3xgo5xxlCW2goP39rSw5/Mr6Ei3cP9fX5uig5wZDzGoGce+2jimRNj1ATdr+p6XkQCOAx4KU9cWfXbbOwi1iCCGoIgCIIgCIIg/IZEUOP1ayo6MK8hyEQyw6G9O1FVlVAoxDWNIW6aNZ2A38emzgnu29ZHe6WXXMEgn9NJFjSqIx6GYrkDlMeOJihnEaylHA+oq4l4yUze+BsWSBcvsOgA7gS+CdzMOVkap33+V0f53h3LGB4exrIuPVYV4OjRoyxZcRmPjvnoSpnMDxm8peHSwYzT9iRUGjwmsiwzY8YMGhobeXhnP/FsiS8/13WxgMZ2oJLyCNq+km4VB8dzHQDZvM5f/fwwHofCQk+a+UGLnp4unnvuOdZfdQ1vXFjPL/cPlbMv3JPZF45y9oUEum5YdlEz62K5IoWSsRVYfaEDqAq5CXgdZAs6J/pTvP9Da3jnd0ZZXaExq7KFFUuCfOmQza3zavn357sZjecvtJlLiVPO8vFS7u+xZvL9F1/rhl6ly39H2xUEQRAEQRAE4Y+ACGq8fs06/WRRU5hCNg2UMxwmJibYuXMnXX0D9NStwXR4uWuhl2nRAL5gBJfHw63f2WEnMqVTJd063cgx4nbK6yzL1oDNskzQ7VLs4Ym8BGBZ1qWCGgCfa7l74/eB915sgf0DKXb0JGhsaqK/t/eSGysa8MSown+c3MMV7ZVsqOpHfRXBjNNOZhXeOjvA8iWzORXL88Gvb+bwUBpZhmk1AY/YqiwAACAASURBVBKT5TaTdk9+XXnGe82Um60eBWaPp4onSiWj9uvvWBT8n5dOsmnUwBxzglHLzu0TuCMOptcFMC0bzTDJlwxiKWNQN6wRzh/j2giUANfpN4I+B5VBN0XNnMqkAXh4dx86MusbnTRMayFcUYX/+EG+sbmHoViOppoAkgTp3IWzTiadDmT4gAW8HMg40ytHmX4zq1ru3qj23HOj8TvaviAIgiAIgiAIr2MiqPH6tWLqybQw+Wx86oOuri4ee+IpspffiaPvGG9qc2NnW+nJxpk+fTpfejFnuVRFy+T19jM36HaqlmFaReDK6rCHTPlGeT9QtCyKsiytpjxJJQBUUP5vvw4kKWd6fJFX+M/8Pz12nEc/dBkjQ0Po+tk34l1dXXT1DRCrX8GIFGam3+SD0/NctW45x49pjI6OvqoLU1lZSalHY8GMVt59/2729b880cSyQDMsIn4XiWypm3LjznODDqf5gVpgEzAvXTSCv9o/wj/fNIeP3fcU8YppYJRwHnmS1XObqVx2M1987DhAHthJud9IwwW22wQ8D1zhc6tEwx4My6J/LIdhnh1b+K+tffzDhlksb6nge1t7+Mq3nydTMmipCyDLMn2jGZprAkiSRCqrnbuf7ZQzes7MyLiY1xAyek18k/vf/UoLCoIgCIIgCIIgnEsENV6/lp1+srApzMlDL0+/6OvrwzAMkBWUY5voc8yntbUVgF1JB0Opgvz9dyxwB31eToyk+ftHj7KvP2m4nUqipJlRGfC4VLrLzS9zlG/OmRykc6Gb49rJr6uBzVwisNEdy/GrA8Msa26h+9TJqfd3dg7xTLIaou2oQ6e4uXGYjrrpAPT29DCjo4OxsTEuNc0nFArR3DqDg2NFNKOba7/60gWXG40XYk01vnAiW5p+oc8DLhXLtslpJpQnlVxNuTQn9Iv9Q+5TyQLBcCXa498gt/oOZKeL6nCQd17WwkunJg6+cCIWBa646IECLoe8tKbCawPSSDxHUTs/UaI64iaT1/iz+3ZS5XedOXGGRKZEdcTD4HhuKrAhI5HIlqAcQPBxdubJK/mtmnO8gjWIoIYgCIIgCIIgCL+B39V/X4X/Q5PNOOcBh5ojnm2VfhcLFy1mydKldHR0MH/+fJyqjJwew25ZQXNzMwAFZ5gf7hni9ros+3dtZ+vmF2kIOmiMeEaBY4oiR4u6SbTCQ7YwlUXxWssGLqec3XFRX37qJLX19SQsNz8bdPAfJ9w8q08Dtx9MAynWzdDAy+Upvb29YEN9/YWSHsDr9bJk2QoWL1nGl57t4+9+dZShxAV7TeSB5w3TUjXdUkP+Czct3f+563jofefFA+ZXR9yx+iofxaLBve9cw01vuIF52QNY8zdw6+1vw+VQedvShvm8HOQ5jyJDQ9RHXZXPn8yWjveNZi8Y0HBM9uYYjRcoGdZZAQ2AVFbDocqocjn7pG84QyjgNCpD7lHKmSezztvopXlf4/KvheirIQiCIAiCIAjCb0T53Oc+9399DML/sq8+fXIe8FdA9ZJpFY2Xt/jp6+nCsix8/gALFi6gva0NMzXGRN0S/v6dNxCqjPLFLTH+bH4Yn1HuvxEOh2lrbWFZc8i/dFq4+sBwhgq3A1uRGByfCgrkgChAOOAieX6Jw4UkgaoLfeBUZbxeBxuPjNKVV4mqOklDopIc9nP/jTx8FG3xrcyqcFJfEZhaT9M0Zs7sQFEUstkslmXhdDqZ3jaD6e0dPLx3hDvu38W+/iRVYQ9jiTy2TYJyhkAfMEq5RGYV4C5oJjURz9T53HHZNN65oplDQ2nuXNtKTcjD4aE0V86M8o13LOXpzhiSJAUGRrOZsXTJ1VETYPXcNm64cg05U+HHu3rxxE5w3eqFHBvJ0DmWPe/cayo8VIXKZT0j8Twl3TIoZ1Odl1HVGPURT5XQjIu3upBkibDfRSav99twPJnVmqojbr8qSxRK5qv5Pp0pSzkr5Xeh4qtPn/zKXdd0/I42LwiCIAiCIAjC65UoP3l9muqnsagpRDoRZ2xsjLGxsakFZFlm3fxWth80+OK936K7YjErmyqp0GMUJ5dpam6mf2CQ/r5emkIhHIrE/MYQfreDN791Ab3xgrWtK97x7PFxuidyACxuCnNyLEu2dMkEjlnA1IQPhypTEXThcanYtk0mr9M3kuWb71rMvzx1gtUVGisqHHSp19PX14fDPcJmu5U5RhHv5E/wyMgITdNaCFXX6y2q06HrGjPaWvnZnn4+d/9zpCYzSyZTkyzLYguwnLPLZdKnnxiGhWFarJpRSd9YjvkNIW5d2sSG+bWc6DyFqWt8fkMrz/fmeP8P95JIF0nndQnYC1zxT78+xq7PXAvAat8Jnk1rHPHYVOzbx7/ftpBnj41RmgxInDnRZLKk57RaJntrnPlm0OfABjKFSzb/JJEuFcL1AYcsU2NZNAH0jmSZVutHkiRiqeIl1z+H47Us/BrVUZ6Qc/x3uA9BEARBEARBEF6HRKbG69BXnz75ASabW951VRtWNkY+f3a5hW3bnDx5kqOdPfT5OyjmcyzRjxMIvJz90NHRQW9PN6lUikwmw9aYwnC6yM2VCeRSluWzW6RF9T75bSua+chVHTx2dJQf37mSKp+DTcfGL3mMTlW2K0PuUDTiIeB1UNRMRuN5khmNQsnE53WwZyjN/7uimTqjvK1IJEJLSwvNFX7A5vFRJ0vD5tTUlXQqSVNTo+L2+tg/qvGhH+zlwR39U8EDgEjQ1Qd4sgW9lbODej1AzekXqixR1EyqIx4e/+hamiJu+vv7OHHsKBOxcYbjab6yPc6piRxvX9zAL/cPn151GnAkr5nV9246mQ96HPbaedMVJd7NL4ZczHamqa+vozLoZe9gkvoqH7YNg2M5csULBoLqgEEgfPqN+iofg2NZrIu3D4Fy0MijynIw4HUo2cLL205lNarCbpwOmfyF93khKSD0ahf+DQzddU3HhZucCIIgCIIgCIIgXIToqfH6NDWtY25DmFQqdcGF+vr6MJDBE8Jy+fl1rp5nx1SGClBRUYEsycTj5akphzr7KBkmtXYSFYtUKoUiy5w4doRd2zaza/sWLNNky+aXePuqFr79riXn7U9VZaojblrqAtRVeZtt2x7rG83QO5JlIlXCmow91Fd5CXgd9AymmdVQRSRyftXDqkqTerfFQwNOJEmioaGBeQsX8/zxMdbc89yLH3hwL8dHp7IedOBF4ITXrTanc5oLoDrg4oNXtBENuKAcOChvu7WCzi++gS++aR4hj4Of7Ohkx9bNdJ06RbFYZF9S5v/rdjMraPBnTXneML+Onntu5N2rmwEkwASwbHb+86+PORWHk0UttXT4TR7sNPj0vffz6KFBoiEP/WM5hifyl5qX6gIyTI5Urav0ki3oXKLq5CBwgHIWTG0sVcTjOj8hq280i8elUh15Vf0/i1yiD8j/kj9vuXuj+HskCIIgCIIgCMJrIspPXmda7t7oolzecXx+QyjndSpLVqxcSamkoZWK6LpOIpFgfHyCrvq12AULSmmwLOYHs6SNABuHXfxspIS6dxdh2UGgOM6xwwPYM9uZePZ7dKlX09raiqqqFArlBpWapmHbbvJFjR07drBm0WLWtFexrTtOJODE53Fg2za5gkHfaOZ0AKMLqD597LIMTdV+iprJUKzcc+KLjx3n09e3k9i987xzvaVB54F+H/upIeiu4m3f3snhoTTAAsqBgADlsaWVwFoAhyKTKxp01Ph58uPlqg6nKvEfmzqN25Y2MrPWT2+8fE5XtYchNcR9O/pZMLyJ+sZp7HDMJGtKvGdakYiz3IRT13XcTgfJ3FQ5yAKPU9msKPJah0Pm7fftoKM2SFfaJGt5GfF04Nv+I977plv49NAlwhkvmwc873LIV7icCsPDF2xyuotyAGT+uR9kCzrVETdjibPLTfpGszTV+Kmp8DAaL5y72pmOAotfzYFeyJLmMB9e38anfn6YkfRFS17agJuBX/ym+xEEQRAEQRAE4Y+PCGr8gWi5e6MDeB+wBTjQc8+NF7sbXkh5XOfMaMDFWDzFYG8XgUAAj9fH4cOHONzZw1bHPBa1NjM2HsNIjDDhqEAOBbg5Wr4xX7N2Bdv3HWJbb4FdcRl9xlqwIbvqDh7L6syLe3CeilHQTZyT/1+3TZ1nXtpCbX0jj4+6yNk2jVEf2YJ+ZiDjTKuAY8Asj0uhtsLLRLpI+uXgAI8eGOIjV7ZSXV19Vk+QcDhMc1sHd8+2+PjPD3P/5r4ze0yEgF8DTZwxttTllJGAz940m9uXNXL02DEy6TTvXDmfbz7fpaxqreDWpU2MTiTZtWtXOfjT1UUpV8OuYiVmsZVGM8OqGg/7kyopXSJnKTzw08P0J8pBgZa6cvmObbPYMC1ZNywGEwWum1WNp/sk25RZICmYsV6yw6e4ds5Snjoy+krf/nKWRpVPG4sXnOe8v51y09VlF1oRYDxZZHpdACgS8Tr4m+s62N2X5Kd7BukfzdJY7aO20svIxAWDJXBGr5HXIup38ZkbZ3JlR5R8Ns3nbp7FBx7cd6lV3o8IagiCIAiCIAiC8BqIoMYfjkXAf04+f6rl7o2PUS6pONZzz43ZyaDHKuBdp1eYUe0nn02TSCRIJBJ0dXXx6LaDFBfcguvEszS5mtivz+Afbr0Cl2TxkV92MjdkUOt34nI6MXMpllZYRJLj/CSpYEsq/l0PMufKm5HVWh7aNcBw0l2+4zZ1CgbsDa1EytnMGh3h7quXcvt/b3+l8ypEgi7CPieDsRyafnbkw7bh8786xr23zWN8fBzbLjeS6Jg9l8eOxvjkIwdRJGiqCVAyTDTd6qI8XeUNZ24n7HVw26pmKrxOrmhysHP7VjStPNnEKVns+7trV5umweHDhxkaGppa79hQHMtTCy3LQS8yoSscy6gEVJtav8rC9ibmNlTy4R/u5cjgWff+u4B1p1/8YFsfX71qMdu25cEoYXVcQUVFBd+8dQkdn3nsUv0xDgNqJOC6wjAs8iXjecqlJdsp9+9Y/UoXGKComayZFeUbty0kMRHj5oVzeO74OBM5jYGxHI1RH/VVXoZiFwxsRF/NPk5TZYk7Lm/hY1e1MzI8yK7tW7Btm9UrL2Pl9Aq2d8cvtuq1LXdvrOm558ZXjPIIgiAIgiAIgiCA6Knxh0L6y/Vtd9YEXadfu4GvADuBTMvdGxNAHniBcjbHSwBz6/yUCuWb1PEi/CrXSHHxbag9O1F6dnL85EmKukWVR0U2Slwd1fhRv4vGxkbSmQzWZGpFa2srDl8IxeVmw9VXcGV7Fe9bUcdnr2zgw+1FPtpepG10G0gyUi6G54VvEup5kRlVHtbOuODk1tP0xqhvetDrKHYPZ84LaJz2UmeMUxMFFi9ejKIoAPR2dbK4MYQEewyL/Ei8MNoQ9ZmyTCsw1dAj6FHZ83fXsOcz17K3P0FdoZ9TJ45NBTQABvt7camSsnPblqmAxkQJvtvj5ER0Na6BveXoisPFSucY752p8rlbFvOxG1fQG9dojfp56+KGcw87eOaL4VSRl5JhHKpKiBx2yzKc/jDZXJ6PXT3jQqcdn/w+zpVlZob9TobKE2auAPZQLqdpvtTFPW3l9Aq+dftCMprBvj07OXHsCGMjw3xqw8ypZQbGc+XeJFHfuatnKJczvSpLp0V45hNruWNZNfv37KT7VCemaWJZFj2nTnDPm+eiyNLFVleBD73afQmCIAiCIAiCIIigxh+G+Xdd3X7nM59Yx/ZPrueRD6xa8MaF9bRW+fA5FShPxjgz62YWUFrcHKHkDvHQcICHh7x4PW6U5ABm3VxUVSU0bS4+FULBAPF4nAURm6DD5tEeA6/HQygUQpZlNAtURcHpdNLa2gqAz+fD43bhcJQnfcZrF6IOH8IO1CB7QzQ1NdHf3clnb5o1NZ3kTKoi726pC8iaYYV7R7K9r3QBPv3zwzh9QRqbpwEwPj5OR22Qp+5aO9+pyN5CyaiJp0tKU7UfgKBb5aH3rWTz316JV5V47sXNFDUDL9p52x4aGkLXdRoaGohr8L1eJw/2u5kTNLlrps4b59dRk+sBCV6w2yhUthEOhQh4nHzpyRO0f+rXfGHj0XM323ruG998oROXQ6WitomlEYuNMT/hoB+v46xfQ5tyBo7C5LjZukofyZx2ZvlO6ZWuF0Bt0M233rGI/37HIkj0E1V1nuorl+j09XRx3ZxqFjS+PNBkcDyHPVkydIZjvIa/E7ctbUDVcxw+sPe8iTtjY2NMrw5yw9xL9hz9y5a7N3pf7f4EQRAEQRAEQfjjJp1O5xd+r727d3DkvhNHDsqLFi2isrKSgdEYPp+PgMeFZUM8V2I8U2Q0VeQ7W/rYN5B8bnZTeJVu2c6lDaH8gjo/9+8a9L+jMW9/r1uR3tkmM+CoRZLgE1fOwAYkCQq6ybse2M2/vWketmnSEg3w5LFRnjo2xlhG4543zqEu6EaWJRRZJl/SKZkWd3x/Dx/pMHlgWydaoJb3dpQzKhYsWc4Xn+rmF/umSjr2+DxqtDrsaZpIFUnnp/pgbAEuu8j5x4FEfdjdsuXuq5X+/n5qamtxTgZUOkfT3PqtraQLBg1VXlqqfHz11vlEgx527txJMplkV1yhM6fwtqbzgxoAznA1j/TadI1nWBnRWR4xkSdv5WVZprqukb95bhzbBtMGvyKztCnEd17qudT3LUe5vwkAXpdKU9RHbcjNl25s5wOPHKNUNDg0MDWd5nRkZPbpNzwulZqIh56RDGfYwxnZKBfzi79cTZVa4tjRI1iWRVqD+3vdfLitiCxDfX09criBN3x9M2f+Gair9KIoEgNjOShn/6y7yC7OEw24ePYT69i/Z+d5QQ2AaS3TGdB9vPeBPZfazCd77rnxnle7T0EQBEEQBEEQ/niJoMYfgKJmfOWxjY9+fNeuXVxz3XVEKysZHh6e+lxRFFwuFy6XCzlUwz8+N0iyoJsfXDtdub6jCq/byUd/sp/FjSFumVej3/t8t9Idz9vpkmHX+11jtmlPHB/N5Hon8hVAh9+jDtRUeGvCinTCoShGxrRa3KpczOumdzxdTGZyepMsQ1GznrfhirpKL6Zls+Nvr6Kvr4+PPtbP366qJOy08Xq9TJs2jVmfeex40bByFUHXkqDPydB4Du3suaQDlEtoximPRPUBEcqjRL0Ab13aWPjnN8/1aJrGsWPHyGaz+Hw+ahua+e6eGA5F5rZlDXzxyRPUOHXWBl/ucfFAr5OlYYO5obNLXNI6bBx2MlaS+ZNF9ayJWvT09Ex9XlFRwdKl5Qm5V9/7Ih6nTMmw0U2LVE4jkb5k0kQcqDj9IhJw4XTIVAZczK3ys/HQMNURLz0jmThwBLic8kjYKS11AUYmchS1s45bm3z4L7XzN8yv5Qs3drBv1/apXiTf73XS4TdZUWkC5aDTl57p5eHdA2etW1Phwakq9I9lTwAdl9rPud6/djrvXlbNkQN7z/tMlmWWrlzNh354gM2dExfbRBqY1nPPjcnXsl9BEARBEARBEP74KJ/73Of+r49BeAWPP/n01x64/77KwdFR9u7aRTAYJBAoT9no6upi3759jBdsfjnu56nuLCGXiq4Z8Y+ta/Hu3r6FHz21hQMplcvlHubO7FBqrAlpY2dWNgxd/tPaTODdVy2suWF+feMD2/pCwOOaYS2+ana12lzprf6769tqN3XG3Z++qsUf8LldBwbToVROe94w7RZgTJZpiIY9RjxVzHzwijZ3oVhCVmQeO5XjzUtb8Pn8yLKMbdtV/VmtzuVQ6BvNYp7fGTMI9AMrKDfArKcc1HAAyBJs/OhahyzLbN26lUwmg2mauN1uZnXMYO2MKJe3VzHUe4p6fYxfDUi4ZItad3k/z407uLFWnyqFyRrws0EnL8UczAyYvKVBoz2i0j5jBr29vfj9ftauXUttXR1ff6aTo8MpHjs4jMOhYNnlyIPTIeNylEfEXoTEGWVBIZ8TzbBQFJktJ2Lopm0FvI6MqsjuQsls5ZyARlXIjQ0kM+dllyiU+6lcsqfGybEs18+tpcKrkEmXAzwNHpPHR12srCgfcyGX5c2Xz+XB7f1o5suBk1zBwO1UzMqQO5rKXTi75UKifhe3LWtgVn2YocEBzg2a2raNXipy84qZfG9b38UapLqA1F3XdLz0qncsCIIgCIIgCMIfJRHU+APw61//+l+Pyo2qNu9Gik1LOVb0MaQ76RuN89LOnfTVruaUVE3QLrCqrYbjsQImkmfvYEp6rr/IcT2IZejsGdPY2pti66kxEnkdW3Zw6Omf4NDzTO+YxXe39snAMNDyoz9fyddf6ERJ9HMwCfOlISprG9jSkyCZ1VoolyXY9ZVeX66o+2Vwv2dVM7t37iCgpdg0bONK9BIf6efEwBi/7NFJF3QGx3OXOtUTlAMa57GBF07EsCyLuU2VxCdiAFiWhWVZxGIx9u/fTyqVQpZgpt/gZ0Mumr0mORM6cwrLK0zyBvx8yMkL4w7afCa3NWq0+C0kCfL5PHV1dcyaNYtARRSPy8FXnjjOfzzTyXMnYhimTSTgoqgZmKaFQ1WQJAm/x0Hm5TIaKPe82AKcBAaBGOCMBFzeXEHH53FYyay2AyhlC3pdTcSrtoQ9vPD/rsQwLXb1JlBliEY89I9d9HrleBVTSfb2p3j/tfMZHR7Csiy8KuwbN+g6dRKPlsLr9eL1+miIhnnuROzsHRSNbqdDrqgKublQYCPsdRDyOMiVTFRZ4s/XTOcb71iMR09y5NDBqUaz58rn89RUR5FUB3v6LpqMMeerT5/8+l3XdJivdI6CIAiCIAiCIPzxEkGN338uy7b+flMqLLk3fwf/wC4un1GHOxBif1JFq18ILj9YJqZpEA6F6IsXtbDHoW6YESJ58FliI0Pgi+A4+QINlQFymTQZRwjyKYyamRy1ojx9KoHLpRDwOsIuh+KeUR0gmB/hl0MK6EWqs92sWrKQR4+ME8+UAPplmTWVIbdrKJa3FUmS37+uldGRYSzLxCHZbBqy6Tt5hCez1bx1XiWzaiOXKjnQgFPAdM7JWDhtOFXk+GiGuzbMZ3R0FF3XMU2TRCJBMpk8KyvArUCt2+KRQRdjySxmZoLDGZXNSR/TfCa3N2pMnwxmnOl0YOOar7y45R9+dcSzoydxVtNKRZFQJAmPSyWV03A7FczJYEc6p1nAZsrZGQsol85EgBmANxJ02RPpoh7yu9RkVisBbdUBl3R5eyUBn5NZnjxXLmjhp3sGCQc9JHMaJe2i9/RRYDfljJaLiuc0Qh4V0+Vjc3+BZwcN4paLpKuGE4Pj+M0cXtXmmuVzeOroGPGzgxcD+aJR41BlohE3qWz5M0WWePfqaXz7XUu5aUEtPbE8371jGYtrXRw/fIDxsdHzMjTOlcukecu6hWzvjjOULF5okQDQedc1HfsvuSFBEARBEARBEP6oiaDG7783HEjItx8dGJfX1avcsOEN1EZC7E6qZE0ZXddRenZgVzSBw8VEwaKgmcby5or8e1Y2u1xoHHn2UUoNi3AW4nzghuXETSf9yRLerffhHTnEHWtn8p5rVvL1ZzqxbXq9LrWqK57nQMLGtGXMQpqBFx6hsbGJbXGVeLrUBXTUVnod+YIhF0rmFt20myt8DhZOqyIxESM12M1+vZK4px47E2MwVaQgOShZ4PM4CHinHnbQ50wHvA414HV0TD53+71nLHPG8rURD4eGMxxISuyPmRxJKxxJKxxNyxxLKxzNlB/HMgrDBZmMZjBheylIHoqDJ7g5EmdZU+iCE1kACoUC/mAIWXU0bemK54FdgIfJhp+Fkkk07CGWKhLyOSlpJooioxlWoirscWSyWtgu9wBxAU5gH5NlIpGAS0pkNCXoc2LbdkXQre7a8elrG1qcOX58KIa7MEGFR0H1+jg+nmMsUXiln4085ck3EoDHpRDwOYn4XUSCLiqCLsIBF4dHs8SKNr0Zi7TlKHeE7d5V/uJrZ2fCwcmhGG9fNZ1fHRg5c/sxoDpfMlAVieqIhxmVXh5473JWN3k5fvggFeEwb1zUwFD3CXq7u9B1/QKHeT5d17GRufPq+dy3uees0pczdHz16ZPfuuuaDtH4RxAEQRAEQRCECxJBjd9zhwaTX/ifHf3z39QR4G03XYslqfz7/gIOGf6sxWB3ysmS0lGWRSxynio0FOI5LZU3rMhPDgzTU/IwZ+5c6nLdDNSuROs/wA6jkQ/MVoiEAiy56hYmwm08cnDENpBMr1uNKLKsNFd4iGcLSN07kPyVmE4//sIo3Y4GEtnSkFOV6qvCXqYFXPQnCs3A3v0Dqbq3rGrnO3vjbM+HsSUFihmcp7ZQ7TS4fF4rlUE/u7oTaLqFblrdmmGVSppZpemWqukWmmFmNMNy67ol64bFuY9UTqegG1w7uxannsEvG4TU8ihat2qTNSRimsRYSSGhy2iWBJIMsoLl8mMlh5jVVHPJa24aBrdcNo/vbe31FnRzGuWAxiCwF/D5PQ6fppu4XCq5ohHzuFRM087ki0a4ptLryRaNvZZlN05urplyE9BoOOAiV9Bpqw7w19d1MK3C63cpkkvRc5Kaj/PLAYmhlx5hu1GHX5EZSZ3fhNTlkAl4HYT8TioCrkhl0G2EAy4lHHDhdipINhQ1k1S2xESqhGXbuJ0KBd3CtMtlPMp4J56jj+NO9nHTrApWNwXoSVs825sj4HMiyxIlzcC2kZls0moYFhvm1xEvmSz0ZRjoPoWu60yMjzE00H/BSSevJJVM4HB7qIkEeeFk7EKLVANH7rqm4/Br3rggCIIgCIIgCH8UxPST3xMtd298AagEes94DC9oDP2Hqcqhdy1uoLnSY/zbs13q9bOq2NAaQC9k+OtNo3xykUqxWMQ0TULtC/mrnx3W6oNu50cXedjeNcbepMpYwUbTdFCdUEzj9vqRFBWPbNMSdtJcXcGXnjiJLLOn7xxlpwAAIABJREFUuTqwpKnCw6LcATY/tRHNgtLa93PLDB9PjyjWjEqPjKzQFHLyF2vaWPiFp5AV6VhVyD3L73Zww4wQTx4fR97/KwqzrsO/6wdsWH8ZHR0drLpsDXc+sKdn86lYElh0kcvximNE/3J9G1e1+vn5zpP05GVShowMRF0W7T6T2UGTnw85iRcMcrazvJJtIcsSXgVWVxosCr08thXA4/HQ1NJKZVUVfreTH27v5e6fHTp31yWfWz1WFXbPGYrldzdGfau6hzO01AXseLqYtS0CVWE3Q7HcSEm3aifXOSrD7PbGEPf96WK+8WInPqvAR29Ywl/+YO/eb/zp4sUP//BBHhryYUkqSinLmjnNPNpj4lAVHIo8VZBjWvbpAM9QoWjI+ZLhBfTJn50p0bAbv8dRnjBj2zgdCm6HjFeFa8zDDAz00dzcTGtr69Q6kUgEb3077/3+HtwuFcDIFnQ1ni7ikGW23n0l3960j81DOu9tKeJV+a05nU6WrljNG/9zC12xC/YPOQrM77nnRtFbQxAEQRAEQRCE84hMjd8P8/9i7fR7rp5VFb1qZnTGspbIso7a4DUNYc+bxou6s6iZ2WdPxkY29yaDA7Hs4ZFEaezkRCkwYTgc3cki71y3gObmZtrb2rAsm39/4sSWK2dFp/3oSIqAYnNTrY52+BlGOw9gVXegdG9lgdHN25c0sDRisq49iq762Nab6Kur9M0wdct+9IOXy7XRKqa1tlEVCXN5Rx2PDKjE0qWUx6m6B1N5NgRjHMk56UtrOBxyVTKjDceSxUBLbQifZLAmapLMFlBnrOKWJdOZNXs2Po+blkpv+OHdg7WXuB4+QOaMySEAHqdCJOCiKuTmVCLPobECTkViQVBjQ43OykqDeSGTWpfNw4NOJEBWZHJmOSIgyeBXbUqWzFhJZmvcQc6EtpBKa/sMWmfM5Ad7Rvngg3t586J6WqN+vv1S97nHpuqGlY0EXNF0Xh+QZakx5HMyFMtJ9VV+JZUrybmiQX2V31PUTNkwLaZX+aJfuGVOaTSrqbPVCbYd7aFrJI432cPyhXOqf7p3sLBnOOdMS37whLAliWzJoKYyQvd4lol0kURGI5nVSOe0vmxBP1EoGbN00/JTLnPZAzQ7VZnaSi9VITe6aZFMlwj6nJg2yLIEksS9t87DYes0NzcTiUTOOjHDMFg8ux3DsEu/3j98NFc0Yh6nUhMNe4gEXIxlS2yYESKfjPPLERdzgwZO+dzL89qYpomqKCyf0cDP9g1daJEocPyuazoO/nZ7EgRBEARBEATh9Uhkavwe0AzzX+Ox8b8ZHBzE6XTicrlQHE4kxcnHH+9haWOIQyNZ/uWNc3DKEqPpIp/5xdHcyfHsqbpK74K+0SwAboeMU5FJF41tT3zs8lVaeoKvbR9lvGCxyjHEjo0/Itu+Hsnh5n2LK5g5cya6rlNV38xnnuy2xjMluTngptLv7F/TVhne1Zf0dY5lu48Mp0ZmVAfCTRXelv3DKZ9FOXCQNFQiHpU3zK3jb396GOAFj0tZN60mwM/vXI6haUiqyjse2Mv971xMMZ3k2LFjLF6+kju+u5c9fYlLXZYXAx7HWp9XxeUoTxkxTZtCySCT1yjpFn92WQt3rqjm6MF9UytZFjw04EQG3t6s8eUTbozJH3EJcMlQ4zZJ6jIeRSIa9NKd1FjcGObnu/pJTE4xcTvkclaEed7vRwnorQq5OxRF0kfjhVxLXSA8PJFDArOuyif1jWRkRZZprPabK5tDymdumMVP9g1waCBB+8QufnlggFLTMmSjiKuyHs2S9Pkhy7F/MAHFLDI275hu8aa33M4VX3r+9DEVgB3Aasq9Oqb4PQ67MuQyJCRHMlsimdWoqfDgcankCjo+twMbm0S6xOdvms38iEl358mzTqqtrY2m5mYcqsqxoSQ33LsZgKBb5a+v62Dl9Aru33ycI+MlZMkm5LCIlRSulk4QG+g6L+vjQmRZPmsiiizLNE1rob6hia88fZL/2dxzsVVPAHN77rnxorNzBUEQBEEQBEH44yQyNX4PpHKlT4yNDLWPjY2RzWZJpVIk4nEe3HKSId1NOpnkjhaN7MQI2eQELQ01bO1JOwdThbDX47DSOU0BMCybkmHtApZ87Kp2KRoOSNfPraU96rcf6UEKzVzBYucYg+G5fOKNq4hUVtjbx23pX5/r5doZFdKHV9WwdnqAq+fUhn60Z9jx4LbefR+/pm3umpnVzapCdffIuDOl2diSQm6sn6t949w0M8yNly3ka+Umo6Gmar97aDzLtXPqUg2VQfeBffvoTxZ47sgAofxweQSrobNu/nR+uHNg6hrIMoR8LipDbipDbsIBV7NDlfVi0VTGkwUSGY10TiNfMjCtcqDhyFCav7iyg0I2RalUwrLgB/1OVLkc0MgbsDOuYlNO+1AksGywkJlXG2Ruc5QdfWkW1vuJBtz0Z0p4XColzaRkWFjnx/ts4ElgVb5kUB32KMmstr2kWy21FV5iqZJs23TXVHgjG2ZX8483z5a+v3tQ6u7t5VD3MFYmRtfACImGFeDwoJzawmrnMJ969y3Kr44mBnA6gwsT2xivXsicGj9Vfhfzp9Xw60OjWyk3K50HKKcPpjLkoqbCi8shSxOp0qHxZLHWsm2aavyYpkVRM/F5VAqlciwgliqxuzfBh66bT2Iihq7rVFZWsmTpMvx+P4cPHeLw4cO0TmtkPGeyoDHE/7xnKdWOEgOdR5jmyLOiwqDVZzJWUhgu2Zw0q5jY9nN6uruprKw8L/sDwOv1MmPWXDpmdjA8VB4tW1NTw5wFizg4rvPe7+7hxc4L9tSYOlXKk1AOvJbfK0EQBEEQBEEQXv/+F6rihd+ePb1YfHmspWHBo6dynNAroJjA2Pk9+hzX09raimEYWLZEIq+hKJLLsuwSkKQ8BWM75T4VqgXs27uHQqEAIN3ZCC/EVDY7FiBbOh//5k/JBpsl2eFiXaVO/8AAXzolkdRliqjkdVtuqvUv/OnBUdDypDTI6RLyeCdWpAn37h9jr7+S5StX0zmaxqnIVFa65WxB1/OadfwN975UeOjO5cvDPh9XVSX4xikHnuPP0dLcDEDIE2Xx9AixnIaiyGBDSTdJ5zQy5cwEiXI/hYUXu2qaafHlp07y0bVtJPbu4cF+J04Zbm8qjx49kFKQJBvZlpApBza8LgUkmcPjRVCd/Pub53HnQ3up8GYZHMuiOmTqq3xYts1EqkiuOJUcUKQ8yWQVkAaCumkR8Douz+T1Qd20GiqCLta3VbU2Rr32wcGUpKfGpf/500W8+76t5DUVDBdSeA6efT+l1Ho5UqiWeXOaaa7wEi8ZtbfMrWP91Xfw9IEeHh1288a1QTY0BWnb1Ln61Hi534QqS0QjnnLzz5JB/2gmbVrsA9ZURzzDPrdaNxIv4PeoeN0qsWSRaMRDz3AGgFhW46ubTvLBy+YgSxAM+OnsPMXAQP/UGNbuk8f5ym3LGU+kOH5oP+l0euqaWxacyCqczCrlEI8EVlUbRuwUfX19Z2VrKIpC07Tp1NU38LVnT9FSmefaBQvRTYuC7eAvvr+P7d3xV/tL8tmWuzc+JLI1BEEQBEEQBEE4kwhq/B5wKEq1JElkDJknRlQGCjKeXArnzu+iL30L2Xk309PXOXXD6HI6mMiVUBUZy7Il4DjlIEAr5R4LeJ0qhvHy/Z8sw/pqA2+yl2f1Bgb9M8AwcGOyO6EScdhUuWwWhHUum13P4z0m393Wu6ch5F6eN1XWt7hptcZ54IXHSa5+H4rDwRGjhsv/9TniOS0f8jv7FUXqoGBLn9owc97ylkiyoyZAf1+Kob4uzESQnd7F7Eq7cRx3EOztZEFDmJ/s6idXvGgPyIXAZuDyiy3wk90DfHj9dH447MUlG9w2GdCA8s03kwENVZXxOlWKukVrpRePQ+L5zhgbDwwRS5XIhNzUVHoZSxboGcngcalEw26iEYlUVhtMZEolygENgOeBKyZSRaJhj5rJ673VbrXB8Dv5wJpGpleHpA89tJMvPHaURdZGvLkIeW8TyCpK/17aqgJ46WN/yxWsv2YJ979whKjfpf5w58COd31kzYpbvB4OvjjK1x7bi6tvB59ctYaPPKtSFXajyBKpnMbwRN6evDazVUVe1xD1Yph2VfdwJlNT4Qk4VYWB0SzT6gIMjp/dgPO7W3r50Po226Mibd68GU3Tzvo8lUqxbdtWcrmX1ysa8Oy4g+NZBcMqZ714pRJ5zcJomI872UvzZMAKoLa2lmmtM3j+ZIw//coLjGdKBN0qy1pW8/3tg3x/W99Uxs2r1Aa8C7jvtawkCIIgCIIgCMLrm+ipManl7o1e4CrKkyQMwDzjMfk/6XIVA+VgkJNySYAXCAIVQA1QN/mo/+hVbY0rWiJM5LTcRM6YSBf10XRBH0zk9a7hVOHEwYHUsZxm9v/bW+e/8Nix8Wmpgs7VHVHeMq+a3bt38O3/+iYlTUNfehuB6kb+ZkUI2TJYsGgxS/9xE263mlBkyTWaKHgnT+MI5Zs/16l/2sCzzz6DbdtYFmxPKOxLqhRKGnbfAYz6uXif/0/mz5/P+vXrp66DZcGQu4FfnUzbblWW3r+mlctaIjy6f8h89kRM2bt7J86GNsZPHjPSwZa9gCHLLJpeF/S8c3E9ty9vJpVMUBOtYu/evfSMxPn+sTwZ2Q+qA+fW77J4ei3r169n3qKlfPm5fn6y++UylAt4HLiWM8ouzjVvWoRZNT6uD4yd9f69nW6wJSRVQZagpcJLIq/RO5FHliWGYjlqK33E00XSOR2nKlNX5UU3LIZi+Ryw0+mQ66Jhz0ynKpMp6MSSRShnbSSB2vaGIHdf3cYVHdXc+/hetvUkWFk8QCRSyUOpBkBCyYyAXgItj+QJota2M6cuhGpp9A6NEbNcvKfN5mAxmlneEsndvKC29r6HHubHE9UofXuwGheiOp30TWinM0eOTP48zo4EXIT9TmLJIpmCTkPUF5ckKgbGcjTV+MnmdRKZ80bDmj6XeuD5v1q3uPv4IZLJ5EUvflyDJ0edjBZlgqpFUpdp8ZoMFRXmBg36Enlipos3uU/R2tqK3+9n+oxZpHWZu392+JX6prxW3cDMnntu1P83NyoIgiAIgiAIwh8ukanxsmnAZ4H6ycdv7U2L6jGSI1R5rJAadIaOHO1sPXHyBKsWLmTVTat48sQED+8d5Cf7h+kezZ4YSxXbj/en5Id39FPl9xBccStSvIeGeh+5ijD/tCvPX69vtY+PZKRcydjq9ahLDcs6s2nkHGCT36k0KIo8y1HTyo8Px+lPaUwLOfjQyiC5/uN894XNpOrn4nA4aG9vx+l0olnw3JjKoSS0VOrc88a5kpQeZWzsBGr7Zfz1Tw8OmpadRG2wpkmOWfmKVh3DWr5yegWKS+HamVEuj5rs2LoZXdcZm9bOD3oUjo+6afWk6dr+U4qLbsVqv5zmBh1ZlrH1In9zXcfFgho9QAK4gUuMeG2s9jGRLfHx2xcS64exsTEkScJVUY+nP4NmWCiyhGXbHBpIYUnlKSDjyQK1lT76RjM01wSwLJtswaB3JEt1xD0xvT4QGYsX1uSKxujgeA5ZhmjYw/S6AEXNdIed6ugH102vPTGR4+nDg1zWEqbdHOKxgsoTE15sqR5KWfCEcOx+mPqVG4hVtPC+uR6uvfYy7n18L5u60pQsL5ga9x/K4w25AtsHU+7v7RmgUKgFVcVsXIB75w+4+crL+IbUMgEcAy6XZWiI+sG26R3OYAENUR9AaGAsd6oy5GqzbftCAQ0d2JMrGSs/++hRPn/jLPbt2s65wc2unMyzYw7ypsScoEFGk7CR2FCj8cSYk/dOL/LokJOFNW5eiDmZ1jaTthltVEar+ZfHj/PDnf0X6kny25oOvAf49v/6lgVBEARBEARB+IMkMjUmtdy98UrgmcmXaaCP8k21TblfRQvljIxX7cjnr2P7lpcwDIOuri6eeOIJNAvM2VcjNcwl6pHZ0AB/cs3lLPzCU+Q180Vg7UU298JNi+pW96dLjncva2BGlY//2tpH0K1S53cTy5YYy5R4+shoojriiTRUeFElm2vbQlzfEcahKMiyjCRJ7Nu3j387BMsTL7J6/TW8lA5zZCTD4oYQdyyvI+hxEg74KJQ0kGT29Ezwrvt2Ydm8CKxtjPporfDyqes7eOFUjJc6x3hPcwHLssgb8OsRJ4MFmZsX1LPYOUEqleJAZx+bSk2guvjkmloWz2xhd2+Cf3vqJIcG02eeZx7YyflTPvYAS85csLHah2HajEzkefPiBj59fRvD/T00TW/jW1v6GEgV6RrPYlqgmxaGZSNLEqlcCa/bgWla2MBEskhTjd8eTxaOZQtGAVjiVMu9NXTTSgyO56a6XwZcKutmRxnJalT5nSz3pHikX2J14kUG1FpOeWeArODc82OciX7yi/4ENTvKx9+4im93OllSF2A0U+r75HXtzV/98r+wveoq0PK49v2cq1YvYdm1t45/7bkutWAaEQ4+Tql9Hb6Dv+BTH3wP4+5G/cMP7XMEfQ4qg24SmfKkk9PXwrLsxFAsX/S4lExthbeje7KPxhnSQBflviu4HTLH/mEDe/bsYWJiAsuCPUmF7XEHqmyztkono0tsjTu4rFJnpt/kvl43b20s0eCx+c9ON3e0FHkqHmD1jDowbf7lyeOkC7/Tthd9wIyee27UXnFJQRAEQRAEQRBe90SmxssqzngepDxp4lxDwCDlG2830Ag0XGhjQY+KLElTfS36+vrQLIviVZ8A20QxdTTTxVNDNl2bTuJyqyiKvNawrL2lkrn45cGX6JRHea57w+xqfOT50pY+rmhQSCdzyOlepnVUURvt4Kk8tNQFIppuGffcNEvtOrADtAxHDr2cCVE04HDPIIbVwFb3YrbtydPhHuf9bX5UOcvx/YPMmDOfrzzTzYsnY/RM5LBtjgFJr1NZe/vyJgqWRUvYRX9PF784mOMvphfJa/DEqIPuvMLcoMmt9UVaa23q6ubR19vDvKUr2fLIYd6+tIl7dw8w8fQwXbGzej1owDbK2SZXXOCSVp75ohzQsBiZKACwpr0S29CYOXsOf/Xj/ewfzdAU8VDQTIzJlAFFkckVdFRFxqHKjEzkaK4J2GmHcmBwPNfREPXNNq18f6FkohkWPSMZomF3aHpdwBpPFuRbFtTzN9d1kJiIMdjXTTzQyHc2p9Esied9K5D0ElgGFNNoi97Mjf5+coU8L9asxFXdRvzAKfObz3cpQMWbFtZjd6xD6R7C8kRQfUEWz5lFVzwfTWiG+Y7FDdS1ruXFzjEOL38rmzZtYull6xxt9UF006J/NIMx+UPSXOPXNMPMj0wUIgA1Fd66sUThyOS1hHIJ1TagicmABoBp2WSLOrpp8+Sog6NphQqnxZ80/v/s3Xe0XGd5+Pvv7tPnnJk5vVfVI8nqzXKRG5bBxg41xrRAAIfg3yXhkhBC+ZHEKRAnEG6A0Ak4NuCCjXGRLdmSrd6lo9N7nzO97/b7Y2TLBce+CeEm1/uz1qyltc+ed/a8s7fW2s9+n+cp4JPhngkNG/hgWwFNhG8Mu7iyqkSDuzyfliCwbcsmomcW+O7BcQZfGpz6r9IMfAD459/GhzkcDofD4XA4HI7/3pyVGhe0fvrhDwDf/g+8NUn56XeKcn2NNiCyoj7AD9+3llPHDqPrOsPDwzx4aprikp2ImXl2Vcbx1bWTQUUI1vKjQxPIkoAkiUiioAMKYAlgWbYtW5bNiroAAaGIaBQ4lRAoGSZk4+ANockCnbWVnJ5MYQOtEQ+JTA7DFhAuHKhtlYuF6NaFEiFGCSwDWZapcCuEVYs6l8X2Zc3sHsnzwwPjB4HGKr/W8MFtrfzupmbi8RjffnaYZLbEeF5kc0hnulDuhrHEZ3J1jY4slj9PFEV27tzJ6Yl48fhkUrv7xBTzizk8XpXFVIHsxSf6+yjXAql7jbnuA5Y0VXvRDYvZWP6FP3RV+7jvo5txKTJfeWKAR/rm0Q2LQslAUyUkUUQUBSbn0jRW+0nlSlm3JpdiqYJdE/KERmfSaKpIQ8RnTs5npNKFiIEoQMSvnWyq9q1uqdC4uT5P/kIBzfb2dn71q19xXyyMlJjEql1Glz5OwExxIrQFn6by129epn/ygXP61GJuzutR6iYXsjHDsIZCXvXStjo/t7UZHOkd4pjViKcYx/RV8d5NbfztY4PPPvnJHVufePwx7jqRh/Q8VnUXyyslHjyfe/5rp1tq/UquoGsLiYIA5RSUom4STRR2A5cAZy+ck40vn0xZhKVNFUiSSJNW4qrqEl4ZjsQk9i0qbArpbAmbWBZ8Z0yjzWuys9pA0zTkSDNfOzRPWJX5xakZWuv8L3RY+S2YpLxao/CaezocDofD4XA4HI7/X3NWalwUeu1dfq0g5ZvHF5va0h4uuDW5fcvWrYIkilxx5ZUc+MFzTGcMKiI1eJeu5NqOQHnVgLeCrzza/+L35ymvzmgH6kQRVFlk69ZWhicmWSwISKUMyAFwBxFSM3jdCm2hBo6MxC1ZQPzQ5ibmBk7hEWG2KPDUgkK0KNLstmjMjbG3WIdQSOM/8iOuvvpatJpOxnIi43mJbx5dIFG06GwIbAy6FWFJtY9SKc8vnj5EmDy5+Rh9pRCSLLE3qtLhNflYRwFVvPgFqqqqqG1qIZkr8mcPnpNPTiSOttb510UzJdSCQX2Vl2w+fYpyes/21znXs03V3iUlw2LuRQENgIH5DN96ZgRBEPjXQ+ME/BqyJKKbNooFiixgWjayLCUEAXciU5SCXrWyqJv780VjW03IzVwsz8xiTmio9lrzi1nxrWsa+djl7ciSuHpkIV34xclx11+fMNlVJ9LhsxgeHmbV6tXcfyCNnZ5HLGZ49+Wr2L59G7d+75A1mypkP/3Qee8/vm2V8qEfH2+zbbi0u6r+qXNzVQb2mCgI9Tfu3K5M9p+jqENRq4J8ge8cGscX0Dbe+K2DCKYby+MCXxj14I/p2LSKG1Zt5ZenZp5rqvVvyuZ1MZos39sHfSqyJJSmFgr9wE7gKeCKl0+iSxWpqnAjSSLT8Tx/f8tKakhxfniM745oGDZ8oKVA4ELyz/3TCj7Z5qoak6bmFhqaW/nTB88xFs3x7IXVNrZtI8sihmG9/OP+KzQCvwd87bfxYQ6Hw+FwOBwOh+O/LyeocVHNb3CsBq8mE4tGWVhYQFVVFEUhXhJxKTJfuLaTT/1qhBvWtPJ033zx3iPHtJe9P0D5Zr8Oyh1JCiWLt66uJ9HsondgkLsyPoRsEqVvN67EODuvvZb3XdrOt/aO5GoDmq+noZJDI/XsG0uhyBK3rK3nLSuqEQSBr++rZ9XMHL0xhU/+8R+zbcsWbNtGEAQyuTyCKJIpmiWXLKgHe4c5MhLlfMxmsSSSLimUrBqQJPToGDfW5Fla3wqUV2bU19dT09DMXEbnC48M8ejZWSwbiYv1MaySYR3SDWtlJOha9fwNecir0lTp5uRk8lUntbnGt7mom68IaDzvH54cAqC60k2uoOP3qIiCgFVOP7ENw1rwuOSKXNHIh/yuYDqnU13hXjcby+utdX7FpUpokiDe3FOX2j0YDbxtVYipwXNU1zcynzGzf3L9Ktf9Tx3gnlGVWpfFTfUlgoEAmheMplV8cpUM1V0LE4uZ0NXdVdl7T04FvNkZ/uRnOl1VXtyKiEtVWNUYVFKGVdM3mVDOTiV4SO9ATM6AAK6j93DlzqvY9c73ytf/4/6n393j3bF/qoAwO4TZuY3Vq1p5xyVL7bMLmS2JTOmFQqCKLKbCAZdndDalcDF1ajWQBbwAAY9CZaB8qsWSRdL5chORzz3Yy+07O/neiIv1lQbbIxdrYjyzILNQErm922bN+i2cns7woX/cjy5CNn+xCUmuYFDhVXn+9/wt+JPWTz/87dE7d/36k8HhcDgcDofD4XC8IUif//zn/78+hv8W7npi4AP8+joa/yG3rK2nws4wOztLOp3mqSNnGCq4sBFYLszgUQS+dyLGd54Z6ZtOFvyU001ebIaXpQycmEjG3rq+Tf3S/qj4jnWNLGZLtES83HrD1Vy5cydet4evPjWgqC7Fuu/0jDiRKOGVJG7qqZu8tMkdOHniOFNTU/zb+Sw3NMFcUaK1tY3eqdTYXKqot0a8XkWWURWZ8eEBqf98L+RTNLhMmj0W0wWRWMHGziZA9YA7yFzeZEODn5aWFpat6GEoBZ/9xXn+5tF+BuczvCi5yV0Z0IREuvQUcFk2p6vVITepXInagIu73r6KT71pGcWSwZGxV7YYbar2UdJNeS6eP8JrdKeJVLhYiOcJ+DQMwzJEUZhXFdGVzJb8HpcsLyaLrkiFqzQdzUlVFW45lSkddMtiU32Vj4c+upl1DX5NweIf9k/QpWYopBNsXbXUs6d/YX5DW8Tbpk8znBV5fF5lamyEKdPHjW0KO7esNYOy4SsW8uLC7IR2aHCaVDxGMZcGWWUqZZDOl7hpdR3Hp1KGbdnp/eNx15ubJWFy948otG/DM32CJUuWsHrlCvqi+fqzCVv8o7Wq4EuMMh5YTmqij++e14UVtUGOj8ahHPza11zj61pI5KWibgkvmgo38Fw4qLXWhDwoish8PM9issgL6TWA168yFM3x+SsaqdIXXnjz+ZTI/pjCB1uKyKJNQ1MzX3jofOzMdOpEJOiqXkwUzlk2AUAxTYtKv0Yy+1ur3+kHFu64qvvgb+sDHQ6Hw+FwOBwOx38/TlDjgrueGPgE5bauvxG3bW5CKiTJ5XLlzid9ixjFHKYWoCY9wobOenqzCom8UZ0rGn0X3ualXJvjAOUbUovyqo0S8NxkPB8eTOR8LW6Dte4Ex2ZyGNkkNYrBs4sS/7BvAlsU7GzBGJtcyFbOJQqMx3LPNFR6epaHRBbm58gUDA7FZXaECtSEKni4P2nv7I4EV9ZA1b1OAAAgAElEQVT5vOl0Ck1VOXnyJHNzc9i2zWIR7ptW2RdVaHLbbDT66c9I2IoHLBPLFeBwQmGmIPF3j/bznf1jTCde8rQ+SrmbSU2FT/MmMiUP4LFBrPZrrGiq4N9+byPkYixGF/AHK3jg5MxL5rKpxkdRN5mP56FcpLUSEHgVlX6NfMnEo8kF07KLpmWFVUWSYqnikQqf2hBLFan0a3YqVxLDPo2rV9bWf/e2deK5iUUePTmKLzXGm7asZn5+ngfGBfwL53lmz258LlXr7u4WS/k07REvM8kcZ/IBEKBvIctDZ+fEh88v8tRwgtNzeYq6ARV12KKEIEmYgkzBsIkXTMIe1ZBUyf+l65cKb964BFkUOJlxcUVXNUs6Wnl2LMWZpC1NzKWP3HbFal/Arbn2nR5kyteJeP4pbr+0jZG8NjSTLMzXht3rDNMSYqmLAQVRhJpKN1UV7lbbpjAdzcrJjI5pXgwz+T0K9REv6ZzOfDzPp3b1UBUJEY1GmclZ3D+tcWtzOQ1FkiTqa2t499YO9yOnZ5tMATmWLj6/uumsadnnQ0GtKZEuWZRjJb8N9Xc9MfCtO67qdgoDORwOh8PhcDgcb1C/rZuP/wleUUjxP6Pa76JUKt9kjo+PY+cS2J5KsAyGpudQFIX3bWjE71FQZXEl5Toa+4Feyt0/1lJuJfsw5RSC7fURT6TG7+K6OpOzZ88yMTnJkFDLN6cqODAwy59d283YbEaMpYo1QD/lApyXelQJ2zIBeHwkhZadZ3h4mEs7I8RyuqCmp4VDz+3nzOnTCKJINBplPCvy7RGNn0y46PCafLyjwFU1Ot2d7aihOmQJgh4Nv0sjXTDYOxjFlERcqvT8FIxc+Hz/he9TcWF73Qe2tQ7/24c2cs8H15MqlPjZE/sZHhxgfHyc9S0VrGy42Dm3qcZHsWQ8H9AA6Lww7q/lcysYppX3upTJkm4iCHisC2UedMNqFgXBBnDJovzxq7rMf33vWs7NpiQQuLFRZywrMJyGkZERbr9mDY32IvdnGnjmRB/f33ta/vCPDpp/ecLg66cLZDIZKCRBLyIPPsvq6cf400sUfvqhbaxzp+fVxCTSbC/ukf0gu9Et0G0YW8wQz+ZdH+0yiQ2eZPfu3QQCATorFAbsED97rpcHRop8alsd25dUb/hf9531fOWMUV71kk9gIXDs2DE+fW13h88tL3Up8gtdYFRFpLHaS0uNH8O0GZlJM7OYO2G9qNSFCDRWean0a0zMZYini+RKJrf/+ASW4iVU38TdEy5uqC0R1qCjo4Ptl15KvlBkZGSUP762ixcVGFaAVcBlhmFJHk02gKPA3gvn8m8q4JAEdgN3ArdQDkCuGb1zl/kbGt/hcDgcDofD4XD8D+TU1Lio6jc5WMinkRZFNE2js7OTs70Poy+5AkEv0NSxhEgkwnDeZDaWp77Ka43OpC1gG3DsRcN4gfXAYlWFq1ISBb60axlPPrmHPQk/VNWDqUMxQ1z08ee/PE9rnR/AK0CbadndlmVzcjZFriARm05xLudBOf1LHstM09PTQ1A2ebxvgVUVNrqu81jvDN8Z9WBZJjsiOssDF++Gq6qqqK5vQh7tx9QthuazBP0a+aKJpkrMxXPUhj26aVrFmWjWMKyLBUBlUcAli9x/+2bWNIW7YrEYRw48y9URgfsnFT7aYWBZFhNjI3zlbau45q59NNf4yBcNFhKvqNPQCDwOaJTPYYFyUEgOeJX12ZxRdGlSQ75oCB6XvGjZ9vPtYGtkSTS++751ckCT+creYemdywPUaQZf232Oj+zo4cbZA9w/o2LMPIVh6pQWTexgD6Wt70Oc62ONNS4tKEtPPXF+oaVBnw666ttQn/0OpW0fRHGVU43Gp2bpXrXOe1KvRJofYDTfMPz57e3tTx46ydGsDxuBRGyBu/sDRDwSYVWgWhMJZyfYlw1DsAeyab705CgrG8Nkc/rUSu9i68z5R8gLKsUt70dWJwh5JerCXkZm0/jcMqGAC0GAeLpIKvtCvYvTlIvgHgPW+t0KkQoXyWyJWKr4kkndNxhl11f30dUQZHutwOa2EEuXLsO2LU6dPEksFkMQBKY87QRdL8+WgkzeIOBVXLmise5Fm1PAeaBAOSD176YOvUjxwm/8CLAHOD96567fShVSh8PhcDgcDofD8T+HE9QAWj/9sEL5pk+88JIuvGTKT6IVyoUuVco30i7K6SGvutJlaCFDW+dyNEVix44d1LW089WzJh5vBU2r1mB7K9h7cpx80ThXKBnttSF324UWpS//TcKVPi3sdSvF2WhWOzmd4muDKoFAGJJx1N7HcaVnueGGG3jXrbex7M8fff59xxVZ3KjKIptaKhiK5Zgxq0Gz0VffSMos8s1Ds7TXBHluzuTMwDgLgQ4iM1N8ZEM11sIoUC7+WVdXR21jCwtZnT/9ZT+xTAnbhoJuErAhV9BNUSBWXenxjM6kvZU+TWmq8XflisZiNquH37Wxid+/tI1P/PwUs+OjHI+Os3zFCmzbpstvsy8Kh2ISG0Mm01NTrGtqZmlTBYvpwq8LaABMAVdzocXrhW0pAFWRPNPRnKfF58svpgy3xyVX2LadAgJ3XNVJ32JOtm2b+NAJ0nkX3mAlb+928fcnk9x+hcTWJfXsmxri57EguPzgMlGH9lHq3IEWHWTTlssQGutXPd67YMy5miYakZp61qynp1viJ2MtdBcKyP29vO2KK7z/cmjcGijU77bc1OwZiA6dybk6MA2EhSHsSBt2KYft8TOUkTidkUmYDaDJgAWSglZM4hUruGJJVeuDp/Rn/+ZDt288f+qI3KfmeKZQwwN3H6bRp2FUeTFMm/l4nkLphYUL88AgsJXyiTpcV+W1JUkQJhayr9qlRHMriNjcsWsDsiQxODjI5OTkCyszbNvm8PAMN/bUMTCVIq9fXCiRzBZprvG/fMgAsPHCvwuUV3B0AQkgTTl4YVO+xryUuwn5gY+M3rnrp7/2IB0Oh8PhcDgcDofjAieoUVYL7PgPvM+gfKNWoHxzVgJ0oPS5X/RK7RGvopu2ZZiWrZuabYlGXVzH8419YzO2OZIoGZZW7deWlwomwYBGxK+CjRbNXKyN4HPLctCvMj6TlhuqvbH//cj50Ae3tpjrm0LiR+4+Lly1cRXrLnkPW7duwTBfcqNqCgJU+DXOzWexbJtWIcbsuSMUG9fgO/8owct/h6OLAjlLI2EF8R74EW+5eRdbulcyH/HS2lhPtlDixHicL/zkFAdHYkSC5dUAsiyiKlJxIZ4/VRP2rBudSVdVV7rs5hqfOT6XkTRRYF1HKDCTKtAYEBnqPYVVKjK1kEHyWlimSXNzM+Pj47y1ocj3x1ysrTABm4/efYItbZX8YN/oq837851UUi/aFhBF9lNe7YIoCFpJtwqCILjeuqa+OJLIc0mNwvR8llMzKXa1tBDoG+CPvv5TPrCtgwA5Pv61e1ja0c6srmH7PchDz6KOHWLF6ks4hoG5ahdet8X6rhA7uiLyUDxX2dNYyaev+wgD589yfTHNTyZd/P0NnQC4FEkIupSed29uqt03muBNzQoPDOZwn34QwR8hf/n7mTUUPrG1jrb6ah7cvY+f7TtKsaIZX++vWLr9WkrZFKa7gtqQZ9Nd/aIUqNhOoZCnZEkgwMzkGKsiPh6YeX5KMCinMa3jQkDD55apqnC3Zwv65NRC4dXSrKZrQm5EUaicjxcEl6a59u/fTy6Xe8WOMxmTW0MSf3hlB3/9olbE1muvo3BRbn8s8torNs685mgOh8PhcDgcDofjDc8JapT9R+tpyIDvwuviRlHg0Tt2MDEbRRAFREFEEAROzaT56v4J3rmmrvn6FTXNkiAgigKiKDK8mOWzvzzPD29du8SrqRimxd1Hxvje4SkzkS5M9rSHWi7vqgq9Z109umlLRcNEkCSuvvEdtmnZVjJbFE9PJfPAWKVfCwZ96iW2baObNqIAH13tw53LM6w0cn8pxO++6x0EZYs9e3ZzsPpqCFRjGga9vb285S1v4b7etLlw6LR0aDTG4Hzmhe/m0iQS6dKAVxB8miKFU1k9Z5iWGPSpzMcLwtr2ULK6Mxz6l3euwShmlVhJ5M9/cZoHbbD1IodOnceoUWloaKC1tY3x8XEqVGj3mtw9UGLRkKlTFvnwhmXk8wZ3H554+ZyXuNilZgNwDlgOEPRo64sl0wBkG8T/dXXX5ImZVOebV9VXffu5Uc4NjNCgwanxKBtdAokjv2J2xfV87rEhzEAdqK2M9s5zRSDBwaPHyK18M66pY+y69mp6zwo0aDqPxX1skmQ0WYwHPKr/XRsaOXnsMLqus7UtQqgxxGceH+fdbcOYhYJwywpf7f6ROO9qLqJ7qmishNZ166itrWXjeh/TSi2fe2rY3taeF27dvBopNc3diTCXXLqTrZ1hoMja9U3M5Zpz1391/6E/vqZ75y/OXpiTQgr16L10XXsdtYElzKYKxygXUb3s+clqqPIiSwKTC1l0wwoCC7w01WoamAl4lXVuVWZ0Ng3AvYfHWFvfyPBgPy9XsgVKC2O8Z8tmfnJ4kvHYxcBHUTcJ+lSSmVftgnKC1w4gFiivMnE4HA6Hw+FwOByOf5fT/QS464mBy4Cbf1Pj+TSZ929t4dihA0TnZliYnWZ+dho7FWV/VMJTjKHExpiaHGdyYpyJ8TEyC9Ogefn5mQVcc+cYmI7y/bNp3IokVPjUii9ev1Rf5spIo0MDJBfnWVyY5+CCxUZvUjCzCTGVLwqPDGeUZMmsEkXBH08W+jwuudqybP70qk7q5RzZbJbKykqC4SpOpzW6XHksy6I3LYGkYjSs4sb1ncyWXHzm/rN9p6aSWixb0l701Y6FA66a+Xg+IkmC36XKUiavRwpFs9QY8arf+d01fGLnEvfwfJKvPnmeoSd+guAJIskK08k8aVsjroTpLQXYO2XwQO8CRxIaBxYlogWLhOXCyKcx9n0flyLx4Rsv57vPjmJYL6k1eYKXdqkZ58JT/0iFS87k9POrGoJVXrfCnTeuCD1weoZgcoQF20tbTYhqO8nTczaHzgySbdsKooytuBFnz2MHa0F14xUNLu8IM5mDwJKNXNZVxb5Zi3c1Gzw+J9E7nRpvC3sqh+M5pafKq3c3RKTGhnpaW1tR0rMcH5jg0QkDw4KxaIpdrjGawn52T1tctryZ2268GremUd/Uwtq2ap7pnRsUZDH8wyMz1FV6WF0p8HQmzHWdAdZv2IAkCPhUSXtuItl2YiZtRdyyaAwfwnIFEWWZmy/fwAeuXZ///nNjzZSDGnjdMo1VXnIFg5nFHFZ5DjXKNTaeD+I9CzS6VKmtutLN+Hya5+t/HhmLc/s1K0nEouj6C/U5ODc4Sn/JTyTRTzhUyaYlTdx3Yvrir2FDwKuSzl18z8uYzx/jv+PU6J27/vk19nE4HA6Hw+FwOBwOp/vJBct+k4O5VYmS8cqmDKIIAha9E3MMDw+/4u/vXhUhmTd4uC/O358sYJgWO1tcwl9dWklrUFa8Xi/FYpFcLseeMyNY2SSPHO3nK8dz/PmeOQRgZCZNJq9THfIsiaWKTEdzBFwKpnnxeG5aHmYoVqBgwKWXXkpbTYgqKY+qyPz9GYsP/vAols0y4DjlFI/nKHe0WGtfOGdKuoUii9y6qdl3/M92upfXevnliWGOHj3KjkCS/NwohyI7+eaxOPOZElWJPihkwNRx7/knrrXPkEwUT7cF3Xzjd1ZQkZmAfALcFWS2f5QnJg3SqRS/t7395dP08nyIdZRv1PGoMo/+4bZlt21tIaRa7N+3D8OCxuoIyegsB0+e4ckzYxQsiWRFO+LESVx7v4b/ma/j7d8Nerl+x5hQw3HfGt63soJFMUhfNE+FWybcsYI/2N7KWLLQvKnZq1W6FWHfcGIqFI5YXo+XZ/Y/xy/OzLJQABQvWAba/n9BtHSWLFvBfEnm7ETSfujUnFnTuoSfnYmz42+e4lfn5mND02m+cP1SnokqPLmgEPapPDJa4Ov/9HX+4Qc/430/Ps6SWr+Qyxan47rAJ65byzZpHHHZlXQuWUbYI7s3t4cAqI94iARdTC1kiSZfUZNkOfDEhd90qywSqAt7mI5mX5I+Es/pfPnxAdq6lrywbXh4mMfOTGAmZnn00UfZu2cPK+t8XN59ceFHJq+jyK/638p54BU/6K9x+nXs43A4HA6Hw+FwOBxO+skFq3+Tg3lUGePXBDWGh4cx4xXEAnXcm6nA1ScjSxd/AmVshmJJZ86qBQH0fJZfnc/y2DkLn3cOl8tFJq9R0A3yRj1IAvtSFuv907zlkhZCLXU82juPJAqMz6aOGBabAQRBoKWjm+rGEpZp0FxXzda2NPsTAm9evpzkswcYzZu4NZFUpkRzjZ/x2XTOshEBD7AFOOd1yximxYcvbeMPd3bzgR8f5fc311DIZaSPbqjhkw8PscZVYLC/DzFXxAq3oR29hxU7t6M1ehmJyVDKY9cuoaurkzuqOld+4p6TB29cU7cp6W/G99Q/ke++EtwVlEJ1fOTn57n5kgY8qkTuYgHMjpfP6x9e2Rm6ZkUNf/XEAPnYnNC3oNPgl9H1DOlsjsd/uYcJow473Ipga1BIgyji6ttNY1MTq1etQlEUfpWzSCJiAQ1BN/8y6uF3Voa4tz9Fe4VAXzRPpzmNZht8+fFzaIU4K2oa2m774dGYpkqhfAHCqoRfk8hkYqD5UN0+TuQqCEwUMtFMyXWoP3oU2FTOmiFDuRZL4shYfHguWWz90Xs3ivednuNHh8cZi5kIiz7scB3b3KN8dMs1zKaLjWfG42fXb9q+5LJLt8p/9vMjfOZnh+lKnGDT0q3M5f2k8zrT0VfUwjAp19rooZy2IwA01viJJgsU9VcWxPjRwXFu29JMdXU18/PzHIgKFJfshGwMwzAYGxtjbKifv7hpBVd8+WlKF2q62LaNLIu/rhjpHLD01a6bFzn1OvZxOBwOh8PhcDgcDif9pPXTDwvAV3hZXYz/jPqgm7esqmFuevIl20+ePMm0rmFbBmg+/KVFbu1SWF9psLbC4F1bukifeIzhkVHwR6CUw5TcGLZATrcomSALNlY+gy65kI/9FFf/U9S6wa7q4KtHYsQzpXK6gc0kF9IMnupbYO9AjD2DcZ4dTTEczcZ2tIfc9/XGODiwwHMjMTwuhViqQKVf09M5faI65AkmMqV2Lq7mGWyKeJvWNQX50k09TE+O81BfgnZjkmw2y4olXTx3fpyxnEi33+JE1gPZOHbtEt65bRmXrFvHL/sTrDBGybXv4I9uvpQldUHhq08OZs4sZMKfurJLCMk67tQEsaoeNlRLXFZV4ulZC1GWKRomRd06BnQ/P5/L6wL807vXcN3y6sB9p2fQMzHCpSh7p02u6Wli5ORBTub9zBRl7HAbiAquvV9DWRzBaN2IaFt87B03cPU119Cz+hIOTObyho0i2QZ1fpVb1jXzzYNTdtijCLF0lpJhctPGbkaP7uecVUUWjZMzaVr9oqu7Npz+7NVtmhmb5Gjay3saMyTyBrnmjWZGiQytaamsG1jIirPxfCPwDBADmih3/IgCPZ+6bgmiaAvP9Y4xNBvDlN3gqUA9fDfLqz142tdwcDQmdEd8wZ8cnky/ZVWdZ/rwbg4UwowWNAZzCp1yitMLL0nXAThEOaixmnLXHhdwoKnG15rLGyRepf6FbcP52QyN9TV881SGhBqG+CTYNnZVG5ubAmiaRiQSRtFUDo/GAVBlEZcikSsaLx9SpdzZ5LV8+Y6rul+5lMnhcDgcDofD4XA4XuYNH9S464mBTuBPfpNjNoc9XLcszMLs9Eu2W5ZFrx5EGT+Gu/9xKro38EzSR8mGDq9FU2M9RqnAub0PUapegrIwhHruUcy65Xj2fp3LGxV2LYswmLTIzY2ijh1BlGWs1W/maMrFZ69byvf3jz7/cRrlVRZCrmQymyowEc8zHM1yYDh2+N5jUy2iJDC4kCOT16n0u+yFROHpoFdtT+f1CsO0pdqQR/erkvS5G5bzmeuXNh2fSnJTp5vJgbMsLCzw7IJA4cyT5PN5upcsYWVE5cfnMmytVTlvVbHJNW9NeTuEj75pA1MZi3PzOf76tqv4+elZSjMD1IQrORcrRNY2Vdg3rqgSioU8rS0tLAvaPDCtsSpo8LZLGknrCuOpAuGAK2JathT2qPzlTSv442u7KSxO0XvuLA+PW7x/cwulZJTd0xaxkTM8ozdjSxpCbBz5/G6s+hUQrOEdGzvoy7swqzp4545V5Awhf8s/H1AGFrJDFR4l4nZpDC0WOD+V7h+aS8/5PEr1YsFkIZ7k7GScI7kAll5EOf4ztIG9bGwOCkN2zUhnbUXkm6fS3L6tmbb2bn56LnPCUrT6f3hbT/gXx0fZ0FZFLFNiIVNs6a7x1X3uzcuEvf1REIS5kF+rPzCeEO47OUM8WyRjK0ijh5HHj6KveSuSx8eDvTFWqwss62yT943Gio/1Rd2niwEsQQFJwbX362ztqqXPrH6+1ep5yu1v1wEVLz4Xa8PuZmxKc/H8q67W8rpkbFlgLJ6nOahgGQbXuqfxxvqJ165FC0Zo9Vpk00nevKWHnx2fIls0MU2LSr9GMvuSYMlJyq1cX49P3XFVd+a1d3M4HA6Hw+FwOBxvdE76CVzxmx7Qo0rURyqJ1dUhCAKCIKAoCo2NjTy6Z56VSgPrlm5jZc8KMobFt4/H+fpoiXdU5th1+RUgqwwMDvFYcBPSQh+2pCCrKj09PWSVADFJ5wOr8pz1X8nJwCV4Q16+cFkbjbXhFx9GFXCYcqrBywUB5mM5Gmv8xNPFU6LASkCYi+Woi3jRLGiOeAt5w1LetKKGsZEhUkWDCitFStcZHh6mWGzh+Nk+ent7CQaDvPWtN7PMP8Yjcwq6LfCpD98mfu6+I3z2ngOs7moiotk89+x+NlVKPDRuc+DcT8lXLOP9PfWiqshYF4o6BBS4ptbgpzNerru8lj0PHGJyPmursmi01PiVSq9CKp3g8HP9mKaJZUEyX2JdWy1f2HecgunnjNCImJ5ByCcRADUXxRZspOp2qnqa+aTXx9f3jfCRe07TP5mMAtWyLMqxrE7RsJmKZkj6Xa3ff996dfLsUb5yJIoeaODc+fO8vUPhnnEJfFWo+UU2rl9Hk1rT8X//ojd/ZXfEfWgsnd/bP9z7t7f0rD06tsif/vQg6ZJNlzHOP737Wv7t8DibOyI82rdAU42Pgm6uyxeNQjxRcP3zrZfwyftO8/aeMMs3XMqJEyeYyQ2yr7AERIl9ixqdg1NsaQsJz/TN921ocC3pGxnHcgcRqjtpbWnh/7luTekd3zp0hAstXV+u0q+hypI4Ppc5+uv2casSVZVuAOZiOSzDAsHLR5aK6MV2Ojvb2W5ZfGNYpUK1WUOemelJPnfDMj724xMUdQtJFF4+bPF1Xj5JymkqDofD4XA4HA6Hw/GanJUaTwx8ELAod9EYA0YvvMYuvMaBCcpPvGco33AtAHHKRTSzlNuMmpSDRKKNTWfEQ8J2MVtUmSsq5HAxlZc5OpNl+4Z1zAphzkQNszdq6qooFT2KVHxuLCH85Pi0MJT3xIMN3WNrmipCg+4OQbINrtuxRX/nrp3Sn++e4oblNaVJMawfyIWlq5bUZq5fUZdBlMzZZEH/6bHJfst+oVaDRXm5/4uDV+eARWDMspnxe9Rq27Ib3C5ZSGRKYZcsplY2BT2/s76JT17Rro0u5vj6nj6KQ8cZ0H2srzAYTMPDCz4M2YvZuoFi42oG0yC7fWypEbl/KI+hG3TYs6xpDPKzwQKFfI5NHTV4CjHy00McLYSIySGU534AeoE1a1YjCALJZJJIJMLlG9ewfzTBV/cOMzyfBXjOtOwJ07CKf3PzisgPjkyxf0HAL9sMTs4yWVC4+8QMY7obITqK69APUSZOsLKxkvnqNdy4LMKY1sQX37SMr+ybYHWtf/6J/qi3qJsoihjMF82nLcteW+HXhESmiKpIM6KAdH4uU3LPntIGF7LYmg+hmKZFSuFrWYHLH+SWHZegqSrzgl86NZMWnzg1+3hzyFP/jVvXteYXZxg58hRHcgFMQWLwzAn2xVRGUjrnZ1NsbguzGM+PnxhLDGYLRiZnmIFDk0n5k1d2sZA2+NLeuaN2TUf9uYIf5gaw3QHExDQ7tCk+8barXY/3RV3RkqD8wUpVSIyeJd11JZ9555XU+DXpV2fnmmLZV6aVeN0yoYCLsdkMlNNfernQ4lVTROqrvPg8CguJAovJApoq4fOqbG2q4PKVTUTny/EGSYBlfoP7pzWqXRa1PoXtq7r48cFxsiUTv0dBN2yMcp2N48D613lJFkbv3HXn69zX4XA4HA6Hw+FwvMG9oYMarZ9+2AX8K+WODE1AM+V2oa0verVc2N4ENAB1QA0QodyaMkA5zUOjXH/C9KpyLuTVjNlUUY9mSkY0q5uTiYIxny4aY8mC7Fdl07IRFVkU/ZosR3yqesPK2kJT0OVtrnAJA4s590ymGLmkISDE8haqqqH4KqXhaIbFXInZTEmaTBTkP7+qRegJSZrbzHiMbEJrqa9WHzw1W53M65WUa4RUUa6n0EQ5ONMPrHnRd2sq6YZcVelGFARuXlOv/uD9G9xrG/zC3zzRR216hHdduZbdx/s5lPVhFgvsm7cZz8usUqJM6i4QJbS+J+lurGasoPLwUJaCbmLZAs8eOkJ7bYSFvMVIysA7dYTBkp+n0xUYggKSjJ1ZxFOMU1tbS2dXF25fEH9VHZ+45xR7euepDLgsG3ugWLLWqJLY+tHL2iNvvaSJW9Y2Y0YneGjcZEAPYsourEyMt3gnmTv4MJZeQpZlPvy+2ziRVNmxso3+hE3YqyT29EddTw/HvLmikUDA5XMp5ItG3LTsU5UBrWVmMTcXCbprRNMWTUnwdLrz9EotqAe+h9l1GZd0t9LQ2MB0xqKnEokdYmgAACAASURBVGYyBv/WX+Bf37tRFKD6su6wz22khaHBIR4biJPUIiCpWEBTcZK/vfUKltZVGAeH4wPv39rSsbk9VH9yKlUVCrqZjmbFJ3vnOT2fweNRqmPpkvjFTRoHDjyH7goiuINkLInD+/Yyp9Wq0Xjh8P9185aGt193GU/0LzI+Pk5YKrKmo54HTs685HxXZZG6sIfJhezzLV4BZhRZrKmPeAj6NGLJAguJcucdTRGpDZX3PzmR5AM7urCKOfL5PACaBEvDCj+dVNm4pJnP3HeGczNpACRRxOuSyeSNs0AnoLzOy9K+46ruv3id+zocDofD4XA4HI43uDd0UOOuJwZuAG77DQ8rXt9Tp358R5PS4i4qyyOKsqJKkXuqVZnZPvlYQuKGinnxiuX1LK0U6AhAk8eku7nW5dWT1MkFLmtQCas2P++NYxo6sZzJTDzFyakE6UKJVq3ATbU5srF54otREokE6XSaQKiKA6MpJuP5Fx9PE/AIsIJygOYFy+r8tIS8KKpEbUBjW5OHgJ0XqioCHOib5OxsmnNPP8RMQSLjqgJBRjt2LztrbTYsbeVwXAHbRqjt4lM3rOVt69vInniU3v4+CLdilfKcLfhI6CK6LTKm+5ibX2CJNUnuuXsoNa3D9keIh5awos5Pd3MdPzk6a3/kX48Lo4s5gGczecNfG/I0dkY8/ORDG1kaEjl5/BiCIHLJ0nb6HvkBU1o9CALK0D5CVpr3vOc9GIbB9W++kSsu20GuZLJ3PMdINMujZ+eL84mCEApocq6gzwa8asVistBbXelZlciUqoNeVc3ljWBNhVv8y5tWSKXoFL+aVRCKWdwTx7hqdSePJYLUmVEG07AqYPK9MRdXVxfxFOPs2rRc+7NfnOs/GzMij07Z5LQKDNNEnOlF8Ef48LY2+rKeqfqgy7+zO1SVnhtjIm0ylDYYnUlT4dcWvR7Fky+aTEdzM4lsKTCa1/AFKhKSL+jaZvZyQmhhVqtDO/5z3rapveHe3vzBnUuqGs25Qe4bg2VynI093ewfjjGXKmd9iEBTjY+5WJ5iud4Gsgh1EW9NZUAzEumiOBfLU7rQsUQWobHax8xilpJuYdo2w9Ec79i+jNnpSSRJorW9g0tWLOPEeIIfH5/i9EQC+0KspGSY+UjQbScyJQ+vrzjo86Q7rur+4v/rq87hcDgcDofD4XC8Ib3RgxpfApb/psfd0BpiSdBieHCAeCxGPBbj6JHD3Pvw4xQjHfQ+9F1EQcCyYG4xwdRiEskf4fD5UXpn4vTNZ4lli4RUi7xpE9fBsCVsG6TJEzR6bFweL6pYTgN4XrAyxPnFEudmUi8/pHnKq1FeEPaqPP2pK7myqxLNzHNwMgO5JJVGjI6OdibPHOTZbJgRsZZ8Ko4tCCAruMeP8PZbbgLgcFyh0udibVMl3z48zZ0P9+6+vCvcfi4tYxdSiILAR5crhBd76TdDIAhIY4fpCcusXLGCxUyRcKiS23as4BtHFvjWM8M8eGJ6v2nZNjACbAy4ZfcNPTUsFgzWuBJMjI1imibxeIyW5maKxSKH4irqs9/B6HkLUkUNN25aynXXXceDQwbv++6hQ1h2Q180RzxbQpMlV7Zg7M/m9Na6sNdf0q2EadlNgojgViVNEoXc29c3yJd3hoUf7jtP9vhjxENLQJSxFDfhUpSq2npOJyXSJZMT02kqZJ11EYmHJyy+c3QWVZEjxZIZv255tXsgmuN6eYgGIYlSv9Q+lfXYv7+tOZiaHRcH+np5fLzAY2NF1jdVktRNIV80PFPR3Klc0TgLrATEmWSBBdN13uv31S6TFuiP5sFfjR5qwVVYRKmoc+VLhmd1g58TU0nmi9Dq1tm6rIV7j04B0FzrI5HRSed1RBHqwh5CAReprM7sYm6yqFteLna6obnWz2KiQK54sTXx6GKWS7sidDdW0drZzaGpAh/8wTGOjsWxLJvasJdEpjQBnLRtqiv8mieRKble7TqpCWhki69ofWzecVX3/34915nD4XA4HA6Hw+FwCLb9ivaPbwitn344Akzz+pfFv24fu7yDW7o1hocGX9i2Z88eDlqNULcc9AKyLKOqKiIgCTYBnwe9WEC0TWSh/KRcFWxkEfpiRXTRDbaFkE/i0yRcgUqKZrntJkI5siFJIkXDIpEtlSybomlaBdOyC6Zpp4q6uaJkWOgXnsRrssixz17FQG+5k8nf9al4CjE2eZMM+5cxEc+jF/PIfXtQ53op7fwEkdwEVrCOH3/sWkqGydu+cwjBsq35dDEuy6JaH9D8X7m5x/r4vcfFzrl9nKrczB0rZQKaxOcfG4L4BFbjarqqA7ytyWT5ihX8/v0DbGgI8K1nRqmpdKe8bsW9mCoIyUxJvmVtA5/dtYzF+Vnu3DOKS7R5S73+wpwGg0FWrVnDLd98ljUzj9PY2MxhzypkVcML3HdyZi/l9qWbGqu9ZHM6Pq9ampjL7ANyFT71hoBXRRKF0shMWu1oCLCxuYIKj0r97BG+H60DAaSxw0jpBczGVciRNjyKTVY3KZmAaSKYRVS3h6VBgR1VBtdcfilffLQ/dmY2Hfrym1qZGOhl+/btaJrGB77/HHYmRv30syzUbWBSjCBJIuubK1Bs+Pa+UcyLqSGPUi7qWtQUsaOp2lfzJz1If3W8KIqJaUSrRLB5KcmSYBaL+uRDH9vasnffs/xTv8TtnUW2bNnC7XefZixVwDAsFuJ5qkNu3JpMMlsilnpJ7c6ngR1QDoCkszrx9Ctre7aEPXzxLcv5h92DHBtPvPhP+epK16JLlRvG5zICQH3EQ7ZgkHxZy9jmkIc7b17B5vYqbvjqvpcH4aKjd+6qeu2rzOFwOBwOh8PhcDjewCs17npi4Hbguv+KsS/rrqIrCPF4/IVtlmVxzrWkHICwLa52TXBjp4drO/xc0xHgQ1etoSo7xgpfkZ6gyYqAydKAxZm0giQrZOPzKP17obIOdzDC569fxkpxFvfUca7vquD9O5by3u3dyLbFI6dnJcOwNAu8oiAENVXyezRZCXhVKgMalX4Nv1fl3uPTPDVZ4tmogGlCSfYwUtBoY5EPrwmy/9hpbG8IV3wUYcml/NWNPfxq3MDUDf7usf7j0bweLuT0RNCvRe77vU3qT09OCwv9J4XBvMp71taTNkROxyzetLqVRNEibrvZ5Z3FqOnisWmI+D3s7pvn7Fwmn80bh7MFozOd08frw+5wZ22AD25pIDbWx+zMNMt8Jk/MqwRki4hWvukvFosMJS0mcwJvXlnLhs1buKqnhe8+N8Z0tkQmV2q1bM4AnZbFXIVfEyVRcCUypTZgqlAyrYBXCQmiIN20uj7+oa0t7nuOTTAzN89sPEVK8EEhCd4QYt1S5GANJgI5E0xbBATQ82gnH2CNNMc7L1/L5o3rue/kFPtGEm6rZB7/g6tX1DU3N5NIpjh69AjK9FkOZvxM+jqJi34aNZ2/eOsl2IbN725uYefSKu45OgkQpVyMdjvQKghCoLbSLbU1NwqxdI4tyiQj/mW0BD1nr19eU3M+mg08eHZOWNscJpVK05sS6fYUmTddjMZyGJZFVaWbgm4yHc2Rf+UKiSBQbKzyuoq6xWKy8GvP7WRe5/4T08y89O/HASlbMBrcLkkI+jTSOR3bhoBXJZ0rB6JUSeTjV3bw5bevQo/PsrAwzzVrOxhezGFZNumiATBxx1XdX/vPXYEOh8PhcDgcDofjjeKNHNT4MtD4XzH2rZuauKSjjnA4TG1tLbW1tcQ9DRyZziLZJjsjJZ7R67mkrYZNq5YzlpWK9UGXPDU1haZpuFwuNE3j38YkdFHlG+9az8HhBYIBP7ct9xFwS3zt0Dx7zk0yGCtxYCLF/okcj5yPcno+hy0IeFwKLlVCVSQkSVREUbAFQRAsy8aybAzLpsIls7reS25mmFxsHnwhpJmzNGUGuerqa5AlkREjwO9ctp5x04+medg3sJg6Op00bdOu8roV130f3uz5xelpVlfJQqQww8+nNSy9yNkH/oWNbVUcLERoZ5Grt63nsZEcn/ydK1jTGOLkZHLugbNzvkSm1B/wqrUBRW76/A3LuP3y9sp3rG206jyCcNfTowzEdLr8JrIIbR6D+6Y1VgYN1AuJEs9M5KkOVXDb1Rs4OVvg1m8fZjZRwDRt6iJedNNSdMMaKxlWRyigKQCJ8sqBCcCPaXsrAy65aFnuNeI0e08NUvTWkpL9UMqD6r7w8qDbYGGjCNDJAou2B2QFK9TCm9d345IF/vZne3lmXuAz2yJc2dNS99Wnhs7PZkqR7+0f5MlZOFWqxJY1kFWwLXK6QaIIm9rDNIe8xLMlfn5sus+wbIVyZ53G5v/D3n1GS3ZWB97/n1S56lbVzTn27ZyzQndLaiUkIZBIwggJDGbAr42weW3GeAwex3FCNgYGeDEIkAgiSghlqXNOt/t235xz5RxOfD+UWigAwmN5zZrp81ur1l236tRTp+o89eHZtZ+9wx4+fWsvo4kilxbS/N7VLWzesj07HM07XGauTj//FO/Y2CrsmzVGBtNGdVY1WShC3/kLDJU9SJJEWTOZi+YplPRfNW1djdWerCAI3sVKPZPf1BEqnU0CALpu0l3vZ1m9n5GFLLVBN599ywq++L7N3L2xiZXVEoP9fSTicbLZLJ2tTbxrazu7ltXy8IkZgKMP7O39zr/7S2ez2Ww2m81ms9muSPIbH/J/rbNAgkrXEi9gvXTjNX9fuz9HeMXfyzfppZsC+HxOpc00TTmdTiMIAggCD/dFcCsSdQEvV29dbd6oSPz508NiUV40VtV5ZVXTrU2bt7z8Yp99cggchvDFu9YgCAJbV3Qyn2lk29Y6HGfPcqCYJhluwzR1TASSapmNbti2rJEHHr2Aab7u/Z4BNr/yjiavg49d3c7ji8d5YvA8RV8Ys24ZWU8LuWyG+27bxZPfOM3RkoOZRLb4mccuHdvdW7M1Z1qeD1/VxpcPT4FpEFTj/I8fTBLQU+BeDrKbYlkjn03TGzZ4LurgGqeIbon81TMTPH5+HstiUBYFpb3B3+t1SfRWiww/9x3cmzYhNa2Obu8I1yuRUZ6NKnxxzMX2sMbOaoOrwhqPTDv5na7K1oiFosAmfwpRFPnWsen5bFmfAcrZooZmGHJjtfeqlKy2J7NlSqqB161wTU81h0bj1qa2UM8jH9pqPtE3w5eOz/HQj5/ErN8G+RSoGZSqOnTZhYCIQxJY41e5tvZyQMXPPwxZCKZJc12Yf5u00CJjmKF2xNQSf3VIRJSTpApa51K+zPb2arz5eb43JaEuDmPKLix3EJc/QJVH5l/3jzGbKlolzSitaQsuq/M6xJMTCe3jN/Twtg1NjI5PkC+WUUSLOodBV53fv10Y5xtLVTiOHuXoxVGatt3ZFgy0mvOxvKibEvOBZUixKT6yrYU/OlB83YR4pXDAiSKLNdNLuWkq3X5+E8PAVl6qxbGzu5rPvXMthVyaP31ujg/t6eLiQpZapUw0FicyO0MsFnvVAP3nztDQ2Ei4qePyXXZAw2az2Ww2m81ms/3GruRMjT8EbqJSQLMApKm0bF1HZVF3+db+mtsrH2vlF61em6i0eg3dsKJWNFPzTE9Pk0gkODmdYigDQa+LRofO6FxU2N3uFfaubOTvXxgV85mkWKUmhGgkIkQjS8Lf7JsRsiVV+Pu3riCZTDIzM8NiLElfpMy7tnXzr315dNFBtpDHs+/zuOb72LxxIxF8HJ7OoCgSDllE181X1meY4DWLVUkUuP+qTjwuJ1KgngXdyUdXKhws1ODw+jk6mlg4t5B2x7Jqel1zlf9L92zovO+qTodXS/OFw9Po5SLmyFGOD8+Srl5O0nTgvPgkeuMqzIblvO+aFdyweSUPn09wYSbNeLJYPjOZxDCtw8Cuz9y+0v3nt63g0IVxBjMCU5EkZ0+f4rpVTT5nVZ3uEHSxgQyrAjqHYgpH4jJbQjrzJZH5okiPz+RgTOaacJFiNs07r13j/2nffEu+bLQD7bphTWRyanttyI3HJXN1e5B4Uef929u4bW2j5xM39HiTsYhgJud4cSJHumYlKC4QZXD7URxufA4lU+NWnF9973r8+Xkwf7Ft40zagdvlJKOatEVOEAv0IKTmkRcvslzOcCIVIJIqnYxnyq2fuGkl/3IqycaQyTZXHKmcJR9opdmKczpq8ge72imrRNc1+YM1fqcwnS7j8ShVS+kCQ+MTzF88w0WzmuXWAilN4unxPE9NFNEFBaN9G1p1J5JDkacyZjxg5Tw5XQRDw33064QCHpp71zLwUrvV1/J7FEJ+pzmzmDttQYlK2+I3cuSlef9yZ5PP3r6SoJBnZHCAXe1efjCUxy/qTEdT+HJzFAqvzwAJh8N09CznPV89QSKv/hz49AN7e6/MQj82m81ms9lsNpvt3+1KDmr8HpVABEA10AGEgDHgApVfn6v+V8a+e1MTHiNPPp9nfHycn8X8VFFiZWsdy/wmh6cyLJ14kqDXzWpviZ/PC4wnSujTF/jGiIlqWNzbrhMKh7FMk8nJSWbHRzib8/DYuRm8ksV1bS4iZZGQbGotG3dL4bZe6vxufLLE0dE4TkUiFHASDjjxeRRkSTRKZcNNpTjqJDBhGNbkAzcubw+FwuRkL9M5i7s2tLBnWR2fOzBtmqblcSiSHPQ63Pdua8WKTeF2e5gZOs/h2RKG7OZC0YcpyeDyI48dZnuLl5i7iepQgFkryGSslD01nXROJIoqkBEFwVFSDR9QvGlVvScsFtl37BQZKYAlu9CrmjgYlXlmNCn0pwRhNqujiLC7VifssPjZohOvZDGdl6h1mAzlZHbV6BSLRRRJ5K7tvfzgzBx6JZgTs6CpVNa5alkN0YJKQdUYGxnm+gbTuxiN8oV9Q/x4WsBSXKBVsj/cepZ7VlUxnBQ4M5nMTsbyHq9TZve6LiKLCwCYJpzNuREFgV3hIufMJlgaRtAKOKdOWpOe3rmI5U8AEUGk69hMmv9yVTvL5QTXXHMNTSEvz0yWyO3/FmJ6kRcLddy9pc17XbsHb3KC37lhLe/e0sbM+AgnF1X6zDpAYElzsJQts7qtltVSnIHxSaToKIHBJ/mDu6/jZFzUc5bi9Bz9OmrzOpyzZ9i6eTP3veUaHjo6jfGawsBuh0R92KPPLGWzhkU3lYDGcX711qwBYIlK1o/3lQ8kChofuG4V4+PjqKUivR6Vg1GZWMmk1P8CpmkSCoVePr6uro6eFau47+unLhcLvWPyb297dSqHzWaz2Ww2m81ms/0aV3JQ45NUghmvFaYS4KgCLlFZxLl5zQLu13nvtjbaG6o5cuggTxzpo1i/ipxq0KCo6NkEFzIy80N9HBueJaNU0RxwcykN59UwZUtEjc8woXo4FzM4NlfiwHSWvriB4arCmB9gtzfKiOantbGe744rc/0pOXd8IhE4Nh7n/Gwa07QolHXSeZVUTsUwLfweB+Eqlz/od1Y5HVKDaVqtBdVo//C1nZw8fpQXzgwwlSzhXBpg9fIeblnbKnzv3LwYsIrMZjWqJo/gcTk4s1jiO6MqZcEJkoLr4JdxzfWhtmzErOnkA7tXUtvcwVisyMWFDP0LmVw0VTxTF3J3pLOqt7veJ7dUubzzqdL509Oplnuu6uXRcQ3n0YfQ2rcgLgwgxsa5dX2HEAoGtaxqSf0JgyNxhdGchFe2UE2BgiFwKStg6SoN2XFCoRDpdIr66iA7eht4/PwCgAPw3LKqjn96x3oOnzhNxHBRENy8OJVjf0QgrkpYkgPKOZTJY3gvPcEfvHMvTy+6Lh0cidVSKdhZdWwiwc6eOrobwyTiMbxVQU7GBJbVeZEw8QeqsJw+K+estn7/rVeJf/mRdwTOzaSC8YLW1VDtNWaiOfEdG5u5ZsMKTs6kefDABGXFh96+CSNQT4ujzMG5Mif7h1nqO8joUooXIk4OzauUVQ0rtYSl5sHhIVCM8MnbNrF1zXLr9GJRqPE5ecf12zhpNDMUyTtyeS366bu3e0/Ol9m2vJXlbQ1Uh6vRRZlzM7/oWKLIYqq51qfMRnOyZlivbb3q4NXb02L8YgtT3Wvn/PUr6vj7d6wlmUwSiyxR0GEgIxEraOQNmfixnzA5MUF1dTXNzc30rlyDEqjlv3z7LGcr5zQ++be3/dlv+h2z2Ww2m81ms9lsNriygxp/Avje4LBaKltOPEAfMEol2PHaBeCrnJxKcv/VXfzs8ceYcneCyw8uP9lCicmijCo4Mf01GO4gJcGB4vKgJxcoKAEwDcToOAHZZF1XC121fuYunSI/M4RR3Y7j9HdxO50s+nvYs6KJp/sXqyyLPJX6IMFfdj6abpItaMOpnNqQKagoskTQ56Q64OTgeJyppQSXBgYpiy6mDz9Od1cXai6NNj/E2WIABJGxpTjHS7XMZHVuaHMy/bP/idq2Bamc4e3X7WDO8lPtd3FwSeLJs/NTuihWTS/lDtZUuXsEhM5qn0PYu6qeeEHjm/dt5asHJlryqnHgQjTX/K6NzeJ4skzRVY3lrwVBYi5vUZY9UskUMBEwTAPNEMgbAgVTqNQesQRMQeJSyceplIOTKQdPDic5PZch7Hfh9SieUMCpJUq69PRglKgqoqsayApCMU1VZpqS7AVTR57vp9uY52Mf/Sj/cM7i4EisGjhGZWFfA/DsQIT3XrWMDat7yUs+fnphwWrwOlkoS0Krz7F0KaF5HQ6HuLfDy+L8LPjCTKVLTC9mcrIkxs8tZs2f9i+6+udS5C0Za3EYy+HFO/Q8Ve0ryesiS4abOU8Hw3mZaqnEZ29ZhTR+lEtWPa4LP8M1eRRl5W6eGs2ysyMovHBxlmJyiXMFP7GiyX+9qVf42qGpMztW97RbooAhuejwmhQLOW7fsZpvHptCMyxEkfNtdb62SLIoltTXdUIJUNle0g7owCEqmRvLftn8+ou3ruIDV7Xw/UP9PHJukX1RhXMpGc0ScEWHSOkCYikHuTher5ffet+9fOngNA98v4/5X3RR6Xtgb+9Dv+57ZbPZbDabzWaz2WyvdSUHNf47lcKevwkBaKBSk0ICTgPTVBa7rxtDN0w+uqebifFxBktexOgI+Gr5yDKdSdVDLraAUM4TuPgYN65sYEd7FeV8lpmciZicwazr4fqqDNet72ZjVyPJiYtMXTiBWtODopfZvrqbi2Yd9+/o4NHTs5R100+lJkgfMPXSuc1S2WoSAeIvnVq9ZUGpbJB5KYvjQztbOTKZolTTg+X0UWrewLG4yKEli3HVi2lZIMpYiRk2FAe4e0MzV6/tpbujjWMxcDX18vt338DRmULm4mLRqVuYqYI27PMozZmC2vHujS2TedMMv31tHc8PR1FVgz1tbqqrfFyK5Py6ZXlciiRE8aLs/zJq6wasYgrdMMDpI6uBblbqf7hEE0sALAFZy2MYFogiQjbK5tRR3r2phe1hnatqLX73ls2MLOY4MhxLJrLljKYavrtbykwMXcBSC/j7fsTa1SuYMQO4Dn0Nbd1t7Nm+icdmlOGj43HvS9e1GTjJS4t5zbB4biBC32yaf3puBFkR1UND0VOCLDZ84vqewPp6p/DCWIKBwUFOxmA4bdIe9qKC0+NS5HRezayv83ktWRa6wm4+sD7E8Ri8e0cPH3/7bhZOPcOY5gdDRZ67QGtmiNtuvYWqhhb2T+W5sVngrbe/hQfevptkKsHfvThBPJkiowQppRPc5Jpj147N9M1lmp4diMTfva3De3ImzdoqHVVV8fn9uD0ejk8kDrTV+7alcqpwud3qL9EOPE0lY2M9lYK6LxOBgM9BTZWL4XiB50diZIsqKwMGtzZo7KzWWV1l4FFTjE7Po9d04YqP8pbb76CprYNP/egCuVe3lT3zwN7e7/+G30ebzWaz2Ww2m81mA67QoEbHp56Qgb/4X3y6RGWx2wpowFEqwQ3H5QM0w+ITN/aSTqe5VPThcrvxe5zsXtPFC3MatzimGXF380d3X4vf50NRFMaowSWarDcm8da3cUFs5W0b2gj4vbR0LqO1rZ35jErTig188n138mjfAjUumSf7lzAtUlSCF9upbJ25XNC0hUqNhDpg8KXHAPC5ZerDbkYTJeqcBsWR01iWQeD0I3zybVezOVCiITvGYFqAYhpRcbKrw8fqNWvo7uqkur7J+NGFiFhQLb7w4jiL6dKI1y27Y5mSoyHsae2u8Qjv2dbO7+3pCq8Li/zLoRkCkolmga8c46ZNy3h2JObWTSuXVw3hT29eLr2Qq0EXZPDWIE2fodOY5/duv5q5nKHHi7qoiBbbQhrbQxoX8y7cx7+FXt0Jggg1HayrlgAwTZN0MsF7dq/jxGTSM58upfOqMX8+Kdf0Luug0Uxyzx17ebHchpWJLt2+tsl3w5o2vj5icX46VW2aVj+VjBwHkHrpegOQLekML+UQK21zNU0zOlc0BcRGucD4iRcYWMqSreoiazkQDY3tHWEafE72DUSOOkRxjeySDY9DZkd7tfX3h+LH1rdXh1NSlWN1vdd8sE/VlYV+STn/GOq6O7h2RTObVi3j22cjyJJY+rP73yp3dnZy+PBh5GKaodkIRU89IOA89X3cikBXRztbl7dKXzs8eXp7Z6j9fKTA1qCG1+ulJhxmz6pmfj4Ubc8VNRKZ8hvN9Riw5vI/Aa9CdZWL6ioXVX4nkiiQK2gsJYp8674tbAyU8RtZJOEXA4RCIaqEMhOuDv7gbdeSqlrGBx86TfLVwZQi8PMH9vY+/0YnZLPZbDabzWaz2WyvdEUGNR58bqQK+OM3YSiFSgBhkUrxxJdrdPzOtZ2kEnGOJyTc3gDbW/08O6Nx6+oGrt/Yy3DKIFjXyK3b11Lf3MKjFxNs6myisXcDsstHLK/xSN8il2Yz898/s+g/FhGIG24WSvC3TwyiOCTre8dnLpoWAy+9btcbnOuI0yFW1YXcntoqFw5FIpkt8+6NLXxwY5i56LKElgAAIABJREFUZJ6s6OXW1U3c+da3srS0hOn00Vf0s7PcR7R2PW+74VoWixL/7bGL/Nljl0543UpjJFW6WFPlqklmyg0NYY/8V7evlOayZXqCCkcn4nQRZc3yHqT4BCcSMqopIBomP7oUxxJEiqoul3VTPDWbEa8Oayw99WV0Xz1GXTdRZyNH5opsaguJN/fWJD62Z5lbTS7x0ITM25o1ltV4SBQ0/P4ABcVPWhPo9FZ62WqaRjGf474b1vFE/2IgU9R11TBLitvt+cpHb+UHw2XOL2YZiln9Q0Zty7F5g1imREO1h1RObaBSTyUALFAJYL2KyyFPOhSpNpEts6UjxHzeIDNwlFjffvTuq6GcZX32LL97903EcmpJkaXQ2vag2yGJ4tp6f+GZgcj4/3fvpo3ramXH14/PcKRvUHC63eIf7GrH73YKm5e18kTUQ6e1xMMX03zm1lXyrr978cWirnc+PaNzICLgVQRymoEycRx1/R3Utnby1qvWc2Akxr7h2Gg0W44pDrn5gTu209baim7ofPapYSRRYmA2/YaTu8rnqKkOOMXqKpcQvBzEKFaCGKmcSragUdZMTAv657Pcf90aFufnsF5RjNTr9XLNtbt4ZizLoXmTh4/PUNZNlUoGzCSVlsk1gPDgcyMPP7C393V7YWw2m81ms9lsNpvtV7lSgxp1wCfexCEv19m4wEsdVfb01tDZ1srjA1EKBmztqOPodIZbltXmfnIp5VhMlTg0kdD+4akh6cHnRzFFwfrZ2fmp5wYi08fGExNTsfyEaWHEy3rj4Fz69EK6PBvPqZGgz1lbKOsJt0P2OgTq2qs9HSsbA94tHSF2LavlplX1DC1lKbxUJ0EUoS7ojteG3Gt8boeSL+raQrwgZ/Iamm5yx7oGuqpdFGUPSXx8+LZrCfg8hEIhvjlYZGd3HTfv2cVkrMh3zs7x8NHp2GyyeMqC+qDfWbOyxuMSJMn9+fes59hUUrxvfRB3eoafTGiousUad46mpib8ioirlOBiRmKhYJA3Kj/nuxVFLKhGTjdMRxyvUGzagCG7wOVHmj7DzcEEGxq9bFje4T43m4l9+ULWc1VYZaXfIBQKsaK5mhM5P3+6M8wPRsoIWDS7K4vqYrEIpsl7rlnJD0/P+VTDHA54HQ1/87MB4mWDRKaMqpupgmrUZUs6mm4iCAJ1ITfpvNpApUhsFuh87QV3u6S4IovhbEFjNpFHVBzsaXEwODBAuW0rYjFJrHo1BqKZnxlgJpn2LeV0/u62HnavanFMx4s5WSL00NPHWNIUcoILfapPCNU3C2+59Ra8WoqpeJFnx3PkVZ3R6QUMl7ezfyFbun9Hh3xbXZ5DUYmtvgxrvGXeubWDfTGX9bVjM/pYJLf0hzcuW//pt6xsfqJ/kRalxNjABR46G2U2q/Ol92zk60emLneIedkrMzFeCmLIxZI+uZgohl4ZxPhlFtIleup9rGgKkUzEEUWR9s5uuntX8C/7JumbSxPPa5RU4zSVbKeVVLKJLteBaQPWP/jcyE8e2Nur/we+izabzWaz2Ww2m+0KcqUGNVqBj73JwzqobPU4CDgfPT3n++qhSRxOmbJuWsemU+VYprzwnRMzp/tmUnPTicKc3+toTufVmGFazqDfKRmaGeyo9nh66/3dDQFXe1eNN+R3SpLT7Wi+Z0tLyz1bmhsHonnxbRuaPO3VHr58zwbuWFPH7u4AW5tcrKoW2dJZS/9CjkRRpy7sJuhzWppusBAvKKmsKpVUYxIoAX6A925rZUN3E88MpxiMFnj6UpRz06kl1cL3xGCMfReX+MaR6dnBxWyf1ym73U6pping6vidazvDqbLOZ25b5fJYBb5zehbNtLhldTPppVnSmkBMFfDIFiGhSG9vL2cPvcilSB48IbAsXBisb6tmdCnnjGdKZ25fVdd0e02aE3N5pIkTmF3baXWUqavykIhF+fZQydPgc5Y+tqdXji4t4vF42Lx5Mz84t8gdW3pY58nx3TGDoGJS46ws2LPZDEG/lxvWtvGz/sUGr1spl1Q9HvA4fJFUESDKK7p5lFQDj0vG71HIFbV6KjVKOl5zrZdcDrlZkUQhV6wEb7wehf/3nXtwiNBfDqD4qvjTm5bnHzkx4Twb1aUMbkqFHE+O5/n+2Tnmc+VQ33zWKBVyYl7yg2VhFZIsGB5emMjy4qxGtGiSMxVMJBIzw3x0cw0RzZ2LZspmc1OD0rdU4PMf2MuU2Mifv7Bwckd7OHjXhkbXhaWcP5bN40lOMZ7WiaczLBYFzqdlfrujRDAUZqlgsJAtvzaI8bpMjJJqTFGpJ/OGTk4m+dhNa5BF6F25hjNLZT74jdMcGY9jYWVDfqeWzqsdooD/5jUNRLIlyvqrgiTLgVsefG7kwAN7e+3WrjabzWaz2Ww2m+0NCa9MFb9SdHzqiauAw//JLxMDxM5Gf1g3TGRJxGlBd62PjW3BnCzii+RVJpNFfmtLC18/PsMX3rEOAKdDZj6WRNc0dE3jyGSK719K8cBmP48M5CjpJmuqTDYHXl0TYTAjcq7gZzajkSmqJNIlypq5H9j9mnNLUtlescMpi1J7tYeZVInqKqc2G8kfBKrqw+4WQUBYjBfVgEtu2dQW4uY1dfp3zy3If35LLz49y1/un+UdG5rYVO/iIz8dIyhbvPeqHhq1CEtLUf551IXLKrFyYR/+DTexf9HESMyDoYNRZitTfOgjH+X4gsGnftw/7ZTFhp/93tWOP/zRea7NHSXna+IMbdzCAPtzQSRviK9+YDfDS9lss0/we71ePvP4AAcnEoS9Dn7w29t48dgp/ueAwTuay7R4KnNbEARWrdvAPx6Y4/BEIqFIYjCdL0cyeW2SSibGtbymo01bvY9sUSOZKb9ApQtOiUrtBxlYHg44FYci6ovxYj8gN9V4tu9oD0n/4+1reee/naDKJRt3rW+Qzj/2DfYHroFiFueFx1nXUcf1e/awbMUq5kpK7rtHBn0DKRNp7jwE6tDSqcW2lZuW/vWe9es//PkfE7W8IIp4Dn6ZrVu38sAn/5i3f/HI8y6v44awU+bwSAzDtEbditR5/jM3SgOXLrKwsMTzUYWLGYmwmSGtgurwcnW1yWRRIq5JIEhEMiVyRY1M/lcWC71sFOj5TSb9XRub+d09XXz6pxc5Np64fPcBYFNno9+nl3W+cM8G1rWGOTYW4z1fPf7LhlGBfwT+avJvb8v/Jq9rs9lsNpvNZrPZrkxXaqbGauB9b+aYd29q5rev7uDO9Y3ctbGJd2xq9rx7S4v70GSSkMfBh3a284nrO7muJ8i2zmqHX0vQIuf5yWiBRDSKYpZwxMeoqgoQTyYZ7D9PPLJEMh7FZ2QJKQbfHNbxlZIslGU6S5M0hQMsluDJRQfPLSlEVZGbuvy0hvw827+EUdleoFCpDfFKbirp/knDtM7H8+qkIoua1yXXZPJaZ2OVqyngd/o+uK3N+9nbVwY+cWMvO9s8tHktsashxD8+N0gPEYYzIoJWZve6bkYnppgpimjlErdvXc7c3AxqfIExK8yco4nJSIo7ajLMHfgBzA+grbqR5dVO/JLB7k0r8LmU4oGR2JmheKH5mq5qaUOjh7awl/l4isOFGoqWhHjgqzhkkc0b1jnOz+ezf/b4gPO5gQiabuJ0ypybSvGhveuQ03M8OiPT69dxV2qHImJxNgGtQZdzKaeKS4mij0oh1W4qxUBPUQlEeQFXOq/SWO3RNd1s0nSzmUrGxjVU6mt4PC7ZiYW7UNLbgVZJZFgXBP/QfHZ8Ma+GP3nDMvErB0a4Z3s3+8YSIDuRS0m297bS3d1NZ0c7QZ/L8eXjC1ZPUBS6tBmmPd3a6t4e/z/cvbbxkTOzDGcElP1fQmtej6Llef/dt9HT2cGlpUzXaCyfOz+VkiwLERjQTat9Zb2PGqdBNpuh22dSjs8zqAXRZDemaREvGayqgtsaND5xx3Z+fHqehVSJ30A/ldoxb2hgMcs3j00zmyxCpWbGDLDNpYiO5movf/O2NbgKEfovXGDtsk7G40XGoq+LW0hUAk33PvjcyMyDz40MPbC398qLvtpsNpvNZrPZbLY3JP/vPoH/TV67yP8Pu3d7KyFyZLMpTMPE0i3MooluWqiqhj82wNkYKIrCtddey9TUFACtboWLSYu2xHnGCy5WrFiBQ3G8bvxev0lsaYqDeiOIEvum8hwyZByyxNoqgzubVBwiNNdKXCq4Lz9tkZc6d/icMkGPgs8pV24uGb9Trva55Or6gIuJeIHFfJkffmgbj/Uvcn4myY5qlaXxS4xms1iWhSAIXH/ddTxydIx9ERm/bLGYKYFlcdeqMCcOZRiNFXA5HchVtZxT9cryVHYjzpzFCgS49/3v59TJk8juKCfoYo9Twq1IfGxPT8OLg5GGWF41NjZV0SQLjE9MsVQAnB5QS+jIXLhwgQ0bNwmtofpA30xqEphTdTMsicLKJ/sX6aj28MGdG0iXTvPtKRcf6iyxoquN7p4epo4dw+9SxOu6q3loMcsrSkrUALte8XFPAZdmIvmbWmu97lktj6abl7N7rgYQBYHLSU7Xr6jjc+9a2/uBR86Jn7p5We/7Hz7Luka/ZYoOoWvNemrOHcSdGGNh5V5qWlRWrV5DMhHnU49fQrJkYXZybsq/6gbpn7a1tnz6Zxf5+L88QszfycMf3MnAhj/m52dG6N90O6ZhcPjwYYZiIi8FZeaAYWAnwL8dmeSeba08NuUgroqgVSOoeazkHHIpjdC6ipPJECeS8KNIHytbqphOFn5lnYxXTr/f7FvwsgKVQqA7gI51LVV88b0beOjoON89dImbaosADA/088Xf2sLNDx74ZYENqASQHgUOUQly2Gw2m81ms9lsNturXKlBDfcbH/LvF41GSSaTL/8/ODoJ1gpWMQ+EMU2I5zXOzaUYKXuJ5koUc1nKVhUjZoixqIN9Px9DcXnIFZ0YlsArf55W1UYwTBBBb1yFq5RhW6uflQEDh3j5GJXGgPPyU+JAQ53fyYlP7yWVK6JqOrquoxs6pm5gmjrBQIALs3G+cmKBkQtneey8yfvaSkxPJ3gly7KIxRP88Z4W/vCpGdYFNNK6yMzsLO0dnazsO0N/RuQDn/8pKXcDq5wZzpQksEyMxlU8LQT5SNcybqurI5/Pk0y4OakGqZ+ZIZvJcN3qer5/es747BMDhX9693r//5yI4HHpkE+By0/p2t/B5VnC5fFiiAKSKHRQqXdxSdVNAl6FL+0fp7vWy11XrSG97wLfmvXy7Ru66Tt3jrJuYhTK/M6tPezsCPH/fKcP1filC/p2YFLXTSmSLNJc62V6IYsJm4AxoFsQBEzT5L/dtoJ3bGpCL+ZFlyzys/1HMXWJxVhK2Nnm5/MvDNHeVI+/WmKFaPDIjJPloyMMLaaYz5uAhhAZbZd6O/iHn5+hXIYZTxfK1HlOnXZw3dU7qa1r4A+fnmI4XmYsJ9IeDBJ2yDw/EGkWoTlY5Yx4XYorrho8MxxjW4ODHiXH4PgMj1uduC49iUOWuXlliC1bmgnWNTBdlPnW8Rnqwx5EUQALyppBvqSRK2qYr/5YGoARYNkr7itSCZqlqAQxdEAEPMAKYLckCvzedd186JoOxkeG6LaW+H7GWdnMA+TzeWRJ5L6d7fzZY5d+3Vcr/OsetNlsNpvNZrPZbFeuKzWo8Z/eNnJ8fJwnjp6DLcs5UwrSP6QgSRKyYBFKTqAgYmki86YPynmoakIcOUCTEuf997yL0Qvn8Mggi68e8+mnnyZzzcdAzdMTUBnNSxxNKJhAQDZZni7w3l2ey0+xAFY0+IkmM5w79UvrFwAQL0NZc3JsXsMnK4RekyyiKAqaphGLRmhr7+Dq6nGORkEqZzh44ABve9c9ZLJZTLOKxWSawNHvs+u+93Nx0sHypcMM1F/DrQ0qPzo3Q0GX+Ng1a/mTjQ4+/Ogl6nNFqp3w3ESBP7yu2/EXTw/F/uTxS/5P7u7geyfGaBSjTBWSVPk8nBa6KJ1J8KNTFyhqL1/G5emcqgd9DjmT1/jUj/p55ENbuX/XSn48kudDD59kVWEI1ehkjbzIpfMqK1et4du/vYX7v3H65U4xL0kDfZc/u3xJx5FTaan3Mb2UcwMCUPQ4JPddG1q4ZVmAsyePo2ka6xubmbS8SEKcY2fOsVyBL8272N4exOutZzXzDGUlPrd/grmSCMggO9BqOpmdXzDCVlaKZETMUBu6J8g/nlP52tgp2uQcO8Imj81YFE2L26snmAn00N7gQxAEVM2QY6kixbLB3p4abltXz8jgJS65ellmJandsIENGzdy3d6bSRV1Hjo2w4/OzpIp/qLJiCiC3+PA51YIByrlRQzDoqTq5IoaxbIxSqW9rZ9K9k8dv6QrzGVtYQ9ffO8Gqh0mZ04ep1wuU+0EzRTQTaitDrFs5WqeubjA554b+ZXz8iWhNzrAZrPZbDabzWazXZnsoMabxOLVW/6np6cRDB2wcO/7AmvXrmXPnj0A9C7vZDZn8Df7ZlgjLzG57xGK9avQevdQXxVnZUOQyNDrX6Orq4ubb76ZZ7NpCr5qamtMbg6pAJgmjOZFhnLwmScH6Wj0Y1nW8kJJJ1XSKGu/vhikLIBlweG4wh2N6qseW7F6Ha1N9Rw8eJBEIsHy5SuoTo1QLLaA5OY7i0F+9M2ThDQNSkkc02fRyyXGpuZQ5FXcumsb7RmdZyIu/utmAWfDMv7u+SF0VWVDQOc7kxKNiX6s8Gp+cH6elpCn6fxE4rAgSFdHNYW7u6uoa2zhvx9LUeeUODCWoDroMmej+eOABii5orapNuSygBHdtPL//PyY8vCHd2zYmxnkZH+CF4r1oJiMPPc9uqSbMU2TVWvW8fX7N/Pur5yAypw4DKyjshXlwOX3n8yWcTpEGms8LMQKXdcuq+5rrPGt95pFLl2Yevlz6rSi/HTJg8fpoGioVDstqh0m05EUPc21rFm7hi2jj/FDtRscDpThfRg1XUiFFHduazYbg83SZ49mkIeex+jYxp2OYa6+4W6+cWSM/ZECqlm5SI8tuNjQlKFc1FlMl6CSeZQF/D84Pcsn9i7j0tAI8yWJf75zO/U1t/HkhQXuf+gMfbPpX3r9TRPSOZV07hfX3uUQ8bkd1FS5kGXxRstCVjWDQkknW1D55UkucMe6Rv767WuYnRqnf2bmVY+FHSbTVhU3bdrEl/aN8+Bzw69rLftLhDs+9YQw+be32XU1bDabzWaz2Ww226vYQY3/BNXV1axdu5b+uQNogKQorF27lrq6SufQg5MZHh3M8K5OgWXBZsYCdzExMYGvOs0L+WZ6B6O0hisZ94Ig4HA4UBQFWZbp7l2BYyzJi5MZDsXh3df04HPIiKLINkFEEEX8Pi+r/uyZfkFC9bqVTVnN5OOPjWDoLuqcJj0+g5U+A9crrv7c9CR5tQunJLzcNeQyRZaYiOc5m3UzGMnxtcmzLJWXgWyC7EQcOcAO08Xu3bv565+ewmheiys7j7+5i6qMEyixqc5B1lXFw1Mmd+XPcXX+EktSmLPJBko6jAbWgA49xXm+8P5buf8bp7f+yU8vzS9rDjRt3rKFeFkgnYsQSZssxAsna4OuNR2N/p1z0Tyabk4ATt2w8Dhlc2dXeOvn3rmOC/39LC4sULt4hvmaa0EQyez8bZ7OqmzL+wmWJR45Ng2V+g+vravhfeVnsBgv0lbv460bm3jwXRvW/+73zlp1bWFhU2cnfWdOYRgGIUklU5BoCXtRfDKYSXbX6vxwTsG5FKfxphWcKYeoJHsIaLU9dMVOM7fibVx91WZlLlnMeL0DgbU1Amdcbs4t5BEPHaQstWOYJmTjCHoJ9+lHqd21i3dvuYN/fn4UKkGNg8C1yYLGgeEIR0u1bGsX+MqxKI/39ZFX//1TvqSalNSXC4mOi9Dr8yh43ApVPgeVLTiVbI58SSf/UubHb1/dTmR+htnXBDQAVgYMTiyU+Igo8ltbGumqcfOxR8690ak4gWoqhVxtNpvNZrPZbDab7WVXaveTFcC73swx79vZTmPYT1VVFStWrKC7uwfJX01fEu69cSdvvfl6qsPV/HS8zNOjKf7m9hXGstZG0Reupbq1m841W2hsaWNTS5Cvn5ghYrhY3dmC4QywWHYwnIazSxolHPE7t3R4Hu1b4paVdfzwQoStdTLFYoFcLkcmk6YqFObh4zN1maLeWCwb8VRO9TzxsauoL8xR0AxGchKH4wrHEjJDWZGpaIqzR/ZTbtmAOHSAjOTjUjnA4ZjCwbjCz4eTHJlIoJoiNVKJu9Y3skmOcubkcYxwG2ZVA1uCOrfffhvF+DzDQgO3raim5G+kJHu5bX0by1esZE9vPf+2/yIvnupnZHaJOSuApbgxBQlEGcfZH9JixWmsr+OeXaulH/UvgmlZqiHIH/9eH4mcmq8NucRcXmvFRJEQCFe5AJIl1QjJosDmznDtV967UZgYG2Vhfp6RrMhhqxN59BBGqBUsk/W1Mqq3jm+enDUX8mWjrsrd6nUrIZdTQhIFDMPEtHDxmtorX/mtjfx8MEJ2cZq5siIE3c50qmg4V7bVCfFoBIChrEhJN9m+vBWPlsEr6hyJiWSyGR47O4XhDiPu+xJqy0YQRErNG7mqq4Z/OzDIwPCwM+h1W9uavcK5C5eINGyhPy2wISyyzZxgYv+PUXv34Jw9w9bNm7nrhp187fDk5RyhIpXADMcnk0SLGs/3L9E/n0Ez3pQEB7cFSlkzyRU10jmVVE6lWNZRZBG/10E44CLod/L8cAyn14+sFXEK+qsGqXFa7I8q1KaGWVyYY+uqbpZyGoOL2Td6/Wcf2Ns7/ma8EZvNZrPZbDabzfZ/jys1U0N/40P+fb56aJLNbUFq/a5MIJsPnDp+lHJZRBEUhlIaBw8c4juzDlRT4OEPXMOWv3z2XKakrwVe3+oE9i+kvbv3j8SZfXVXiNE6v7PxplW1lDWN9uIEz6SdfPWpowiz/bS1tdHV1UVNYwshr0I0VwZIOmSxev9ojLGsSN4Q8MoWgmBS0AVSqsCCUQ3b3w+WRblzO2OFIquCFuurNFrcJnV1NXQtX02Vx8H+/fvxa2m2Xreb749rLGllXC6Zc85eJqemuOfOW3j8W+fo6urhnOol7FBYUF3qV58YmP7Lt63taS+Mc75lA0IuhhQZpj0/xmzBotS6FW3NW2jxThONRgkEQ1T7nH6XZeX+/pnhA1QKUNYlMuW2Zc0BvnnvZmoDbm568ABBv7PZ61L4o+s7eej0vDA1NU1vby8/nyiyf6nAb7WXyCu1PJXPUhP00V9ykhxcGm4uzTRv9KW9u7Zu5UC6mu+emcPnVgj5nQiCEAZMXTfFkmpQVHUWU0U+ubOOvz4wj2KlmYmdq/rOVGnoq3/0vuVNTU3Mz8+z0m9wNC4QSWXZsXYdj37/e5gRBa2mB33mIh/b2UztHzzAN549yVh4I/etcvO9oTgpTSBleJGHB4Wxum6MBgeIIkImgTxxidvvvRdNK/NUrkD3ze9j69aVhLxONraFOD2VhEpxzjmgWVREUnmVN1GESg2N11F1k3imDJnyy/f53DKHxuIYloNcERTRosFl0u01WBEwwdB56sAxelvq8Hq9/MWdmzg8FqdQ1vmvty7nxaEYzw9GXvtStwDPvZlvymaz2Ww2m81ms/2f70rN1GgD7n0zxxxczPLCUPRiJFMO710edkQX50mrAkMZi1gizfGMmzq3wHtaVbq7u/jcsyNNpsU5Kmn1rw0uTWfyWrvLKVETdJEtqFgWEUBWDTP8iRuX8/T5KRyiRWN+kgPFeuaFMJe0MCczLp4cSlC2IOB1EPQ7A163IiYKGrmyAZZJULFochqYgkVKlZDRsSJjWHoZnF463So3t8pUOSwEAUzTJFzfyPGJBCs7mygV8jQ3NfHo+QjdATAFmbgqUspn2LW2hxeGFlnZ203fYsk8NZWKfXn/+JHzs+nlY9G8a8wMomsqKE58Q89y/3vuYkRoJFCO4/N5SXsauW55PVJVPQfHE3zpPRsdXzs80W5aTAU9ypq/vGMVg7E8scHT7H/qMXZ01XAxJY9s6gjVHp1KUCiVGDv8BN8Z1YkZLv7ulg7KyQjLly/n9qvX85PBpGWq5qjsEHqNqbOOmXOHOXbsGO+6bhNpfJyfSZMvahRKOmXVGEWwqp0OCZ9b4cRMmiMzeXTTpGyJzI4N4Zs5XvPEcH7qI3ftDcaiEYKiyuG4gk9Lc9PGZXz10CgJdxNIEkJsEiJjvP2uu7hmXS9PDMYZjGtcXTjF2HwUK9iCVUjSk76o6f3PSlpVM5YnhOCv4a6rVhMMhVm/rIMXFqCtvpZ/fXGMw6Oxy61pTwIuUeBCbcjdNh8tCG/i9B4D6n/Tg1XdZDZe4PPvWs+trQI1eoK8JnI+I7EvKqFZEksZldnjT1JVVcXK1auZT5f5wns3sLU9xNs2tvCNI5OU9VcV7eh58LmRf31gb++bHpC02Ww2m81ms9ls/+e6UoMaNcCH3+RhzwJdXbVe3/XLgsSWFhmYXmAsC2VXGCM5zxZHjPpwFV3d3Zc7PjQB56l0d3hlYGMS6MiXKuu3xrDHKql6TDesVtOC/7Kri0sTM0wXBITJU8y523EMPIsydYp1jgSffu/NDC4VOTmWIJVTT6fzavPfv301G315/Eae/rREX0bBIQq8tbHM9Q0WAyU/deUFdgcyDMutXMhIrA4YiEKlrkdLWztv+ZdDGEjU1dbgkoXSjy8syXc2ljkcV7i3rcxPF1xc3RVGlGQe718qIqCsbvB7z06neoCzqkhrb42XomHRK8bId+/m43fs4NGLSe7scXNdZ4AXIgrL2xv54ckxAlaRTa1VKA4nJyeT49+4f0vHyrDI+IXT7EtXMTs+wvD0PLds6a2tcYnMR2KkTScRdwvFpSlu9UXYunkjPT091NXVkVqapy9uCHdtaKp2DDwHdLThAAAgAElEQVTPeN12tK6rKLds4FgUIkVT9boUze9RVI9L0ZwOKSCJomZZZHTdFEqqobgUiVbipE0n+GpQWzciBuuCFxaylIolqhWD4wmJTGyRRy8mELwh2PdlzHwKo3cXHUEFj1li+fLlqJkEZ6M6QSfkTj9JqWkdgiTxwd2rxO07dxCJxQV3oIasUoVmWuZCQRS+fWKOhVyZ752cZXAhi2mRAY4BO4BQbcjdrmqGUSjph6l0cAm+CXN7BGj79zzB5ZQ4NJ5gLC9yNGIxXxQpm5WOxBSSEGpCGD+Oz+PmlptuZEdniMXpcfr7LyBIMluXNfH4+YVXDukFph7Y23vmTXg/NpvNZrPZbDab7f8SV2pQwwF8/E0argAcAbYBzpWNfq7p8BOPLnF6cJyYUgOGilBIMuVs42TGzb7ROOmShm5YmKbVCPQDVYDy0pjTVBaRx8uqsVTWjOqmGl9Q101R1U3ev7MNI7nE4QisDRgMawGcg8+hYLBzxw56li3jUqTM+bk0VAIkbe21Xr43kOFkQqLNY/LOFpV1QQPvS6GU4zk/f33PLgS9yMaQQaQs8uSSgw6PTtjrZFl3J597boSzMyl+cm5hOF3SaxMlTbi6WuNUUuFDN6ynuz7A3zw7wu/v7uanFxYU09CE92xp48honFDQ1VIo6vkLM2mhLuQR//W+XcKh0ShPnRkmWhbYU2uw69praPcY/O0LYyxkSqzXJshoIPvDTKdLDYcmktIzYylhSnVhSU5Mfy2m4iGliRhOHwuJNJroAgssl48RPchMziTkc5GYGWN2dpbd63v5wqFJWvwSkxkDMTUHLj/vXybS0tAkPXV+QU7nVCWdV0czea0pW9CUbEHz5Iq6VSjpx+OZcmxLldq4qMkgSviO/Rsfv/MqirrF6YjOvoiIbkJJCcDwQe5fH+T63bsoLoyR8rUyQTWdzhKoBfZuW8sPzs6yYPp5z+Y2nGqaOWczd2xbKZQdoeiN29Z4fzyQoFjUOTmbEp7qXyyNR/OyJAmFKq8jky1ol6i0V+2mUn2UupCbuVhBBNqpBDROUumMUvMfmOMTQMevetDtlAj6nISrnC/X1XA7JIqqwe/v6SZT0ojmyqypMtmpDzE50IceaoNgI1ub/n/27jtKkru+9/67Uufu6TA9OezEzTnvKqyk1SqscsIYhMnCNhiMLzbY9+Jw7WMZ32vz2MaYDCIIEJJQzmK1WZvz7MxOTj0znXN3xeePWQnJCC5B9zmP2XqdU2dmeqZCT1X9UZ/+/b5fD5IkMTk+RiqVAiCbSbN+aTceh8KB4dQbd9X7+RcvfPET23vtLig2m81ms9lsNpsNuHRDDRG4CpgGZoBZ5usGxJnvsJAC0kAGyAEFoMh8McYK8zU55vu1QvXiegsAljcH2djiJZWYI1WFcd2HmJvBd+5pdi6KsKPDz9bVS3j27AyhgJOw34nf62hwOcSsZpiCYVoK8FpD1xVAk25Ycr5YFRtrvZosiexcUi92NIZ5oj/DZetWMJ2rcOWCGu668y6uuGYHqiXx7LnZ/FC8GK8LuUPRkDuQKGnc2uXiqmCODq+J+IbJCRUdTuadvH9rN6VikWKxSJfPJKKYPDLtRBYFeppq+creUQATyE2nS+H6sJd3bV1Mf0rjwFg2fd9lne4DfcO8cH6WdMVA1U2uaXUyVoK5XEWYTZd3WRaDHpfcuasvnrytqep5dtIQDEQO94/y/ECSPcNpSqqJJTsZUr2cz5johsHGjqj8wunYoU/v6Gk5OplFOfIQevMyPGefpFdK423sYKLiQDn5OEaoheDBr/HBmy+nqvj53tFJ/YXxqngyLRBPp0lVLIYrTjY45lhQHWPVoi6enHEzl68ykSzBfKg0wxtGJ8iiIAGtW7trG18Y03Y3RHztjWaSwNLLedc1681N3Y1CkzpN8cTzTAlhcHowTANr/CS33nY7mzdvJliKcTQlczYv0yVn8XlcBHw+zsRyWP5a/vJd1/LoqRgvXUjy+LHp3Jf2jPi9HoXBWJ5SRY811Xr9pYo2mC/p9bU1Lk+moDZFfU7p1lVN/Pn1C6kLezgfy5Mrval9bzPzgcbhi9dy9Ne4ZWaBFvj5AYZhWuQKGvFMhUxBpVDWCHgcHJ7IsKkjwl3NZVodFcLhEIrTxaTpA3+Ure01mNUS2htaDkuSRF19PQ5F4eHj0288jlpgr10w1Gaz2Ww2m81ms73mUg01GoDPMf/A1wQ0Ag3M1w2oY/7hKQKEmf+0OwD4mR8C72G+xaSD+SkjLuY/FT8ANK5pC4lbOgIYmgq+Ws5moFUqcPvla9iwYQORSJgVnS388/MDJLJVMgUVVdNxKJInHHBa4YDTDHgcvQ5FDJumiX6xc4VpQbaoSvUht7FvNFX1OV0z5+MF71imqtbV+PQdWzdU/ZE6wbQssWxYwmNnZpxulxwwTas6nSh679uygHV1Itls9mf+H6eyEjh9nJ7MsmN1F+lkgrq6OjYu7eGOdZ1883iCF/rjjM0XLU0CU4oiNYW8ijCZ1Xj27Azxkmps6444lvuqPDtSRgIqpkC5mCeuycylyhRVQwM21wbd4k1L6r1T548IQ2YYRAlhboh6RcWfnyATG8cKNuHoe4E14hT33XIl16/q4MVzs7Hdo+nG37+sU7h+ZRuT/WeYa93CpFXDRFblv631saytnpNlH5+6bSseWaCOPB+5br14dU+tXqOnxd0jWVKahGGJzE6O8p6dV3D3tZdzeVuAV0bSmKJQyJfUoDV/jv2iAJ+8tofvfmgTl3dHuO/KTsqa0TaQKBvfuW+7+PWjs3zh5QuvrmoNNW9ZsVAYHh7hnFUHxRQEWygFWmioTNPd1UXA4yIWT5LSBE5mZTrMONdvWMKjZ+aIFQyePTPDeLo8hSAEKrrhL1eNV31uxSdJ4mSxordXVENsjHgiIZcihP1O3ru5nc/fs5LFIYFqeobvnM2xJOqlf6bwVpd9M/OBxlHmw7r/Y7jxWoARqXHWhgMu+Y0BRr740wAjV5yvQaIZJqIIDWEPtTUuSlWdyXiR7YvquGXLchKJBNVqlWgwwLG8h00Rg31JhVXBn7abDYVCLFu1hqfOxvnkQ6cxzJ8ZlDH5ie29L/+fjt1ms9lsNpvNZrNdGi7V7ife/wvb3AwcncqUO5KqFCbcTqWSwxQqrFm3yRL9TvN41jTKmmm+ODVoljUjw/xoD62imkZFrRgXf444FbHJ73EQDXmQRAHTtFjbWsPvrGtlUa1buf+lQeXHZ2OeBrHEcEqQVwjTyFmdFyar7J7WESWJJfU+vntgHKAPiGYqOrL81qd7sCRzw+o67ljZPP9GNm+mWCyTSiUIOd00uuXBPaPpugWNfs9kvFjRdXODyylVknm1cqKaqabzan/Q79z85T2jsx+/vKn+XW2z/MeQE8O0ODhr8rkdtQwvb0iPJUuL7lzTzEd/eIyhg89xyrMU18grqDVNiJ4Qv7tlIf39/QzpAaTpc2iLrmHbWo9VlHz5XEn1N9Z61p+cyM55FEnobFsSze0exlI8EHAj9b/IQKCZ977vfXzjW0cpl8uvv7/dJ8/z3KQljqYMLFUHQQO9ghZo4u+OVFkzd4qPb+vhS+9Yybu+ddQnSYI1ly43OUWR/3jXKlr9En19fXhlBwcP9HHvhhXCruGUuPSvnh+uC7nkxS2hTcuba3RZluS6VVdQc3icztQZTgauoiS4+dKIBY7DXH3ZJt6xPMtn92UIO0x+MOtnQaaKqhqxXFVvzFd05tLlQkeT3wj6nFamUN2YK6kEPA4r4JC4YVkDkYCTFwcSvGtZgO+enKFLHcGyLJ6OKSwOu7l6UT2PnYi95Xm+aO3Fr0eZD26WAbgdEl63gsspIUsiAIZhUlENUrmq8Fp9l59HFKE+5MHlkMiVVGLzI14A+Nyz/axfEGbduvXs2bMbNA0L2BQxOJpWGC+KtHlNGhsbWdDdyx9+7wSvDMR/3q7eqluQzWaz2Ww2m81mu0RdqqHG2/5gtGNJPXesalwrCDCXr+qAUNVN0bQQOiMewSlLkiAgCUBZM3ErkqekGm+1qdGqZlLNVuDioAqHLBJdXMe/vNRHrmqhiBboVfo1CSSJZ/tmeT4dIOoSuLlRY3V7lJSj9rVQQwaOFCr6OkQ3AKIoEg6HidRGGRsdYbqgE8iOkM36GB0dZW7up+00W1vLXLkw2v3Qsemsz62IrXXelkavE1OvuDq0CdeOFQv4nOGflByy8q6NLXU1NT4rOzslCCNJaF+PWi5y/8tDrOhuDfmo8MCjT5PLeTii9OLqe4nb13eSyhetn0jLhZbeZSxavJgXHj3P4uqAOeVzcdyoE2/T84F/efosJdXB8npv3d88dz4X9jkJBeuhWMV5/GH0pdfxDLXEHzuIqgs8v3s/2YbVzIghFCHDjsUN4p9s69T+/tEDyvDkJMqFPVTX3cOfrpA5pSl88HtHqXULfPLqHj74wPFqQ8Tj2tgepMbIcvbkKJY1P2LA6/UymSnjVkQRGA86lW0V3WRydk4+PzvJ3piXq7pCLFy4hdykxXQZArLFv/YJWMoptm9axfsyJ/hWv4rPgPd8+xixZMnb0eS3TNMq1/iUsKqZkmVaieZab+36lhrGctXQd+5dQ2xmlnRijn65xIPHK5R0gWzVwiPDQEHi4y1VNndHEQX42QEOP3UxwFjrckookqgD6IYlV1SddK7KfwowZvkFnU9+UZjxmrJmcNO/7uUvblzEDQuX0HfmJK/NfrquXuXpGYX/fVM3sifAO778Kmencz9vd08Bf/Hz35nNZrPZbDabzWa71Fyq008agfvezm1+7KouNrW4EApxvFZJ9JhFMVssCSfiOne0GbiNIq6Ly6qeNh4+Pk3urT/9nuViUUdRBJdDwumQ6Kn3IxgqlmlQMQWKugjSfCZluUMIlokuyPTlZfZNq5yaKWKJQtXvVjqawp4ml1MuZ01FyUl+XLXNWC4/J06f42vfeIBy/RJOPPoVUoUKVWRyOmRUgZQqMpWpUltfx96hZK6n3ue7fUUTJ6Yy5FWTxO4fcOLVffzFO65omlEVCuWKEA14Cj86NORMBDoBAbQy9YVhFnT20jed4XRSR1O8YJkIqQlqHRo77nxPrjnocX3nWIydK1q1R07PSf/99s3CQp8mfO1YgtMHd3HaiOIRLTI65EpaMSCJLl9NQNjWINDp1VkbgbXNXnZPaxRMhRlnE/m5CbYH0tzY7aMnpGB5guKP+3PCOxrytNaFKPhbmU1nKB97mrUBlUAwyI8HSyiKJKey1cnOel/gB6dTtLk1Ag6R2tpaGppbeGYgy7GJbKEr4u349vvXS7lshodPzbDIXeaZSZO/u30NuWyGRqnEkYxCSRdYG9L48ZhJUKxy8+ZlPHZymoHZAk6HhCyLaU03scDn9zicuXxVbIp43dGAU7iuJ8SpmSLb2r0MnDtDuVym22dyPi+hA8mqyFhZwi9bLPKp1NY3cmgsy0yuAsxfP0Gfk3DASbjmYg0Mp4xhmuSLGnOZipgpqGKuqB4vVfS4ppv/OcAYZH5q1pu8aZpJRWc6WaJcfcuQ7nUHh5P8zsYOPLLFS2Nl1gd1OusDnM47GEvr/NnDZ5jOVn7e6g8A947ev1P9hTux2Ww2m81ms9lsl5RLNdRoAj78dm7zhqX1OCspYrEYhUKBYrHIof5xJi0/NbETOBwOisUi+XwRsSbKk6dnECQRn0ehxusg6HcQ8jsJ+52hoN8pBv1OAl4HLqeMLIk0BV20eAzcqCSrIiYmhgVYJr79X+GW3gA39tRweZPMlV1hNve28oPDE8MbOyKRG5bW4ZYspVDRmUqXODE2x4HhBK8mBNS2NYCA1rCESamWUc1Hf1ZkrOpkSncza7g4MZmlqBmKAdJAvICqzz+8Gq2rqNYvIplK0VvrYddwmv1nh51xOYJz39dQm5Yjqnn8oSjvXVvPjSvb0Ab2cz4vI1/Yg9m6iungEkZTFUdXxDNzYirnd6NKZ2bLdGiTnD55inOzOVKRpVhqhR4hzl/dshrNlN0vDSRe9bmV5s/sWCgYhk4gEGCkKHI6p2BlphGLKZynnqA+EmT7DTfR0tLKxx85wwc2t5l3XbNZDAVD5IZO8EohTPzVp5gYG+HWqzazaXEXj5+M4fEq8lxBVTa0h3l+Qidc18z2NQtJzs0yXZUpVA31q+9e7R4Z6MNdSvBKQqGUmGFGlahJ9HHFFVeQmI0RK5h4ZIuBgsz7lrj41tkiT52eNvcPJM7Uh9z1M4nS0dqQqyNTUN1Bn4OFUa+xakFYSpWqwseu6OQLe0eJyDpef4CwUH69oOZSv8GxjMx0BeJlk036IGVXmD2TFWYrJg6n/OYAo6wRT79WA0Odr4Ghm2+8hBuZH5Fxgvkiqa8FGQPM14wBLoYZEQ+1ARfFik7slwgzXmNasG8oxUd2rOTxU9NsX9pEb+9Cnj4V4+RsnkS2MsJ8i+M08+OUksAY8BXgj0fv3/mL58DYbDabzWaz2Wy2S44darxNblreQFCsUCjMF2kcHh5m17lxzNAC+soeDmedHM44OJyWOTCWpaibIMzXy6ioOoWyRipfJZ1Xz2QKan2moJK9WISxUNa4amGUg5MlkqrIrV0eRgtgmBZes8LGTRv50D230NnZiasmiiq6tP1DSW1Xf2J0dWuw5c5FfuTEELXkiRU0xooCminSJmZIlXWcJx7BNbwXOdDIdz96A7esbKEz7K0E3UryQrxojKRKgigIUrGiiZ+9bhHbw1kOvfAYek0TrsFdmG1rOZ4SKBgihXQC16sPcMXmjYzITdzmj3FaaEUt5blieRd1jc3sn6rS6zOMK3qi+TNp5dxIuuQ6NVOoaw06eX4gjqKXmSxY7K9GsQwDRBnXkQdpkkv0dHeyc8NC60Qs3xpwiDPXLW/xZ9Ipvj9scSarcKU0zOzBJ6kuvAr39AmuuP42Pe+MzO0aTHrTpYrwB5d1iqWqyolTp3li3KKiBDA6NlFtXsW+GYOnz6dQdZNcUT2bylcbFIeEacHZ2QLfPTLBB65exnd/cgxHJenQJ89hWRaCAJlknKNqLYyf4Nzup6itjbJ+/QacuQlemlO4qt3NrhgUyxqJsia4FMmdL6uzkRr34plkWW2v9ysrm2oIu0XpzGyRBU6VoaxOvUckWdSIF3WuX9pEMpEAQBBAiY9wwYxgIXBB8zFWFPAqAlctauThw5O/KMD4RRouLueZ78LjAFp+kzDjjdIllaJqYIoiXo+Pj37vJH2xvOV1K2mnIjWWqvoC5gOW2otLE/DQ6P07D//KO7PZbDabzWaz2Wy/9S7VmhpvO1kUXq+7ADA+Po40M4LWvhHn/m+wcnEP27ZtA2DDlnVc/y/7mfnpUHsVeJX5h7n0G7cb8jmp8Ts4MJ7hz3csIuAUrX/aNWz63Q6jagryuq72ylSu4phKlUy3U5L9Loe4tCWk/ODotAKUZjIlDse8PDbiJKcLtHstPrIywIqOBjTZyx/96CSOUH1hwLtwvKzVlf7+2fN16YreNJmtuCzLdK1pDXF4MEGhavQD+eMT2fqPXL629eazZ3m06Gbz2tVsXSTzTycrqLqJPHcBQ1VBlHA4HFx22RauDNTymedG2TKe1pMFIS4ojvp33H2H1BV21UztGl3z9X2jxxVJCC8LgWFJ5CyR4ugA6x1xzp04QrlxOdryndxwZSMLFy7k5TOjQknV+MiVXY2fffxccrooROpk+MNulZbWzaxf0sO/Hc9ZkWs/WLzqiq2+uWSm4V93x/jQgjIjI8O8MCOZLwy7xUZPmXS1CqaBMvAKMW8XVmQBboekBbzuHlEQjLlCFQE000SQJMF551cPYRVKyBMnmTTKNK7YSlGpIaFFQJLRvVF0XeeVV3axafNm1q9ZxfryOAldZiqdoljVmUtXBtrqfQ2yLLZJosDHt3e7N3SE+eunzmGYFu9fX89Dp5MUY3m+/3vreMc3DpNPlmhuamRo8AKxgs5zsw5mjA5IjYLkwH34eyxevpyrFl3F1lXNfO7ZATJvbu36q1p08bo+VBd241QkskWVWOJna2b8qr51YIyuRj8HLiTIlbRpIBGLF1d0t9Rw/21L+KMHT/Kf6s0kf+Od2mw2m81ms9lstt9K9kiNt8mtKxvxUX59pIZpmoxe6Kfavh7P+CHWrl1LKBQCoLm1nW8fnKBQ1QH2M98WdinzLWR1IFxb46I+7EYQIZYsM5Us8cMjk1MT2apcMSxna0CR2gKKsL1FVp4fzonrfTkpPRcTpifHqVarJA0HI5lyuGLhymsWO3uD/PkNS7h5dQcN4RoOvfoq//hiP11BmfVbtzmUSEPU43E0JUtqTbsP8XcXeXjXulauX9GGLInZvRcSGlB7aDTV9L4tC5AFEwmdQ3kfu6dUGuQq2qGHqSy5Hvf0Ce65+x5eTUp8+OplRAJeMiUt/q3DE/571zX4dw3MCb78FC6zQltjPY8cn45Gwx4jr1qSVUhAOYsVbAJfmPtuv5qQWWTU3cGiiIOp4X6+fKbM9jqVJB5eGkw6717VJL5/XSOdPb1MlqTynOVL7Fy9wP/yWMmxRIrzjwfmWFmjkdFEvt5XwSFLwmev6aBBT3A062Bd5SyxtiuYLjupVI1qoawnswU1nCmoYsipiP/rjuVyPF+thDyyI10sYzl8mJF2dGcNNU6RDQ1OessXGD38MnrP5RjhVjY2utE1lZ6eHlqCXuPLB8bFsdk8tUG3phtWTTxT8S5vDRa9TslxdibPHb1+av1ujk3lycamyWsmWBaSJLEiInB4psqFI6/wXLqGkzkHm5pd7Ajm6Xv+QdSuK3BPHnv9GnP7a5jM6QzMvmVr11+KKEJjxEO4xtVQKOvirzsy4+dRFBFJEqdLFd0ni0Lbf7tuIe0RD2dieT61vYfHTsbeWOz0S5/Y3jv8tu3cZrPZbDabzWaz/dawQ423yd1rm1nYXIvT5SYcraO7dxEtra2czMrcc80mbr7xetraF9DR0YlDkfnirqFKRTcPA1sAH7zWScIdjobcpmFawnSySK6oYc6PAMm6nVJVVKTI31zdxoMnZrkunINyjj2zkDn8FNmyxpFKmIcuVBjPVonnqmW1Ygw+ct+meq9ocOj8GM8e7uPR/ad56swMxZp2YmWR/ngewzQIO0V8TpmyJXM8rvP8hRRPnJnl6GTW5XbJwZDfKdX4HPIzfXMcjFv056BiyhiZONbB73H7zusYV92s2HglCam2bzxbjnZZs0Rro6xo9HqnY7N8++gMlUqF4tBRqrk0g2I98YomapoZrytP+IxqGSk9gf/cMzSt3sYTE+CuCdPrM3kpZuGTLIYKElNlkYlMlUURH8+fnY0tbYuasVy1vLot5A8IZX9+eoSXx0uc6hsgIweIqzLJqsjdLVVuXdFEXTRinItlxLGiwP/8vRvJlA1mihrZorqPi21OAe7d1M6da1u5bkm9Y+eyJg4dPU4iXwSHF8HU+PDqELds20ilVCTqVUjn8pSDbUwrDdx71WqeOzfHh7597ByCEAn6HOlYsuxrrPXId69q4p/uXOkoVjROTeXYOzBNXewQeQ1GrDDa7q+iNq/iQjzPziaDXeNlpqwgQt/L/On2hSzo6CIph9m8eAHHkwbrettY3tUKgNuhEAyFeObs7K98HUsXw4xIwGWVqkZ8OlE6Wakajteu0beJ6XbJ46IgtEoCzlc+tY2eoIQjMczjI1Wu7giwbXEDz5yZ4WKu8aVPbO+deBv3b7PZbDabzWaz2X5LXKrTT35Bw8tfzzf2j7O2PYRqmIWyWq6WVEMrVutU5HLk+2NW6cHhE7F8RVMLFV0TwOiu83WXNWPz2ekcsixSH3LjkEXyZU0dmc6fYH7Exgbmz9GwKCI2hD0LnBZkdQFFtPDJ87U71Eobr0avAU1CyVi4ZQvDgoDXERQgdM83DmNoGk7JwiHKxLUgen0tWCZg4tI1btu4mIBTpFoqkorHMdQqkgvqoxFUVzOfefQcFsRkkQ4p4sXvlvFU0+RLZQhEyS+5iVyuwK0br5j55uHJ6J8u9i7cO5ZClmWKxQKlUpl1/iKnYwYpTaG/4uVcsZ3uyRmiDolD0/mRhFjbcHmnFzPhILhgweRf3LK6Zc/e/TwRc3A6K6KZBo9NCAiSxZKAya29IlJdk/jIianJuYK6QdRL/PtT58lXTebSWco5g7K/GyolNnin2dIx39ijmM/haGkRc64ojcE8H/3BafYPJUstdV4tGnRd2eRz8unre/nG/nEyJZWKqnH08CEaupcyJtVza/AsJ5OzTAaX8C99ItH2NBs2bsQ0TTo74VvjCnUhPx/4wSkuTOXQDKsnka0c6Gjyb3IrArcsaWD/WIq9e/dxx+qVZKdGeHLGzaPlNpAdgIm58V6EWD+l1mW8crwPzCYEtUQl0sVXH30xv0tODztlceWRv7iGw7lXmS66gPnpJslkkitWdyIIYP3iKz0LTAEZWRKF+rB7iUMRfdmCqk8nSk6g7uLyCm/RAeXXlALGq6qxyu9R6I76qQu42X/mOLqucllE4p9fGeZ/37aM+29fxp8+coa3cd82m81ms9lsNpvtt8ylOlKjDvjI27nN0WRp8MREJv7+Le1NS5v8nmVNft/69lCNxyk5Kobp/dubFtfftaa56QOXd7T+/rautmsXRXxdDX6OTecJ+hzkixozqRKlin4cWM98nQ0JOAw0tNX7WtIFlbDbQUaHRqFAm8fkwJlB5vxdkI+jDB+gS8pw0+IIn759M59/bsCqqLqw65PbqEkNMFcVmSxLdDtL5AaPYukagWM/YNmGy/jJaJ5UUaVFi9Ho1Ak7LYIOC6dRYevKxTx9bg6/Vwn5PQ4tnVelf759KY25AfqOH0H31yGaKuP+Hu5e0+oeTpYkUUAYnMuzzJlHliWampqYmJhgaKCftKcJyxXAtf+brAzqLF65nr2DyVrLIlsVZc9E1elGztsAACAASURBVF06nVGkP7q615Wam2axT8WdHuGCFsSSFEytSlyT2DNjcnA8h8Mh1Q8liuJ0rkqiqFM1YTqnorpCIAg4+p6nVS5y5dXXsHjJUsK1taYoCsK/7BpWDw4lpy/MFk4CoeYad6jG5+ATV3XS7lZ559aFrG72cvrEMUqlEv9wIMV7Ny1gY28zrT6J0ZKEXzZ5rD9DxKOwZVk3lmnyu9tW8G+7h5lOlGiIeC1DN2Oqbi4PuhVxc0/Uum9drXB8ZJZjSYsGdZbkaB99FQ8obhwHvoWoFrH8dVjBeiRJIS8HKesCzj3/gdm2BkfbMudkWo0appWo8zu92zr8PD5YZGN4vjmIYRgsWdTLnoE4sWwlBwwz35p1GJgG8syHZUFZJNoQ8bSGA87WfElzxZIlsVw1/nPY6QIEoHJx3SzztV+SwNzFZZb5VCXwC26T8xev6R5RAJ/bQf90jolUiXsuX0YyPkdU0TiYlJnuO0Z19DhLG/0cT0nSJ7b3PvQb3qI2m81ms9lsNpvtt9ClOlLj7SsOAAXgKLA56FYcGzsjnD97GhMomybdGDyT1pkZOotlWRiGwbE5ld0JBafTRb6kkimor23rFeDKi9+HLi5XNNZ6yqpu5rMF1X+2rCE4JD7SCboOA3WbkRLjUErjnj3H8lXXEXRAsVSlM+oV43k1//WDo/5HRzysbPTxw3sWIQsCH/ueDyUzwZrrd9AWLvPJHet45GySb58uUCObLNNHmJ6ZYy66ktKFo7SG3RwcTKLp5iFg64NHpvijK68mnc7ymBbmE2t96M0L+evnBqQPbWnny/vGwJwfbhKLxfDVt/H1URel8DLQNIRKDnX17TQ0qmxeWMv9z/a7gT5REPyCwAXLYuXpyTQ1NTWMxeLsqjYBFhgqrn1fZeWibrZt20ZHVwsvjBnysYlM7i93dAZOHD/KDycdWE4fnv0PUFr7DrTF17J6hctsbW4WMrmCkIrPiKVSCc20nKpqpBbW+6/4s+t6WL8gxIEzF/innwzyoY4KM7EYxWIRwzB4ZU7GKZo0VKboWroWtapyjxnj34dcbK9T+drBCUazOh+9Ygm3fmE/U8ki0ZDbmJornG+OepcsiHr51r1reP+DxwVNcnN7i8kXByX2xHTqAhGEsoRy7jm0Te/mtpo5nip5+d2Fbh4cMonrMm6xwtIlS+iqzzPasIzZsiANx/J93zowVnf3R7cgiTFc4QYWtTcSDoUwDIPeBn/h6HgmwFsEDbII9REvDlkkU1CZ/sUFQKOACSi/xP1QZD48SQFuoPnish9YCzgBVN1EFOdXePjYFDVuhY9tW8OpY0dYZY2xpxjBvfv7OBwOfuead9614NNP3Td6/84v/RL7t9lsNpvNZrPZbJeQS3WkRgT4w99wM2PASaAeWAhINR6F31nXzNCFfsrlMpVKBUtX2TsnkD32LKdLPp6K+5ipiOyo1/iTG1bz7Nk5kkUV4DSwjvlPxGH+gdAI+hyixykrU/GiA9jrdsrtC5sCbKyFB4ZFOmpk2nxQcgR5/4713HjjjfT29uJ1Ozk6mcmkVMMjCYL01zu6WF8nM9B/nsHBC+yOy9zc6WJR1wJWr9uAz+OmxQtCeppzaZ0+I0rc20LJACcG9SEf2YqOwyE2KbKojiaK8u9d1s2WDWt58swM1akBuv0W1y5t4QsHp3EpEnlVo9i3n4OVKD/uz3Ntu4trIyWOZBTWpfejRNs5qjdw17p2fnR0kopmBmq8DkepqjdourmnMehpl2WJr5xT6RAyJAwH0kwfVl0Pm9pq5guvWiYretv53y9cOH3lksamfzqcpt1j8s52nZDfy7AQZUe7i2djohDNjQix6QlyuRzlcpkDSYW/v2Wp/PFrujxmbpbz585CJY9uwa64wlJPCcuySKnw3KyD97ZXMbQqhUKBpUuXUSzkCJpFnpl18L+ua+eJgQxf2jtSPjORVTTdPO50SFGPS2n4+BWd6Ylc1b33/BQ97gpPD+b5wLWr8WVGeHzaSawMnnKCFe4cNfWtnBaa0ZBw+IKUSmWKGuiWSO7CEXpaG7lzyxLOJDRMUWydiBdP/t6W9kiyrEvTZZGFNXD27FkM02S2Ijn2D725cYgsQmOtl3DARb6kEUuWqKj/x4xvmvmA7ZfhuHhPLGA+zAgwP4IjBYxfvK69lgUhv/P1QO/4RAa3Q+baNb289OILzHg7EGb7sSpFVnY00LN05Y3v++bhw5/Y3jv4Sx6HzWaz2Ww2m81muwRcqiM19F9zvbGLSy2wBGh/4y9FQXitqOfr5mtetHA4ejViKsH2yCCrO1oAKBRLdEZ9DMwWckAEEN+4rtshZUN+Z3hsNg/zYcfl4Rpn7rYVjYGhogrOOH9710qOjqX46sFxVq1sZiYWY/9wgqcmBRDF4ORs4fTTH9m8fN+e3RiG8foxlao9pCaHaYys5MGjk/zg2HTR55a9TkvBlx+ikEyDw4vj3HO0r9zAlnV3kStpnIvl5IDHkRFFwfyDh055VFWlrMM+oZf9x1VCg1P4FJF4sYppiZyKbEaeGuQPtghcc9mVvHzkLAG3zgfu+33cHh+vThW578HjCIIAcASBK3vrfLSHPJfvHkoU9kii7+6WKucKUboKZVojVQ76VnH33UtxOJ0osoIoCvi8jsb7Xxzg3d0SYSp4vV62X3M1L+9O8uEdq43zDx2RnpyEGxrn/7eqCZgGy5trQplsjsmJ8df/75fV6gwVRF6ak7mmTueHk06uiqq4Lt4tiUSCgYF+VqxYgaYdZcyS+OKJDGMzBeJl1dXR6K9OzBWXzabKysrOMJGAK/y1d67i04+d4nRCp2JUGJzLc9mGNewdeoETZhN4PMTdTfg0J7qloRkwNDJKRpehkIGaBgor7+SJMvhHknzt3etY/XcvSm2N/lUXZvPCUkeWr52rsJIqAJqqsqWz9vX39KaRGXmVqUL1V7nuf6U/fgsKsOYNP08BE4LAWuAM0AnUfP6lQRoCLvobLod8BjxhZDWP3+fhvdd2i4Wq/siCTz910+j9O1/6DY/HZrPZbDabzWaz/Za4VEONX3b6SRoYYL6+RfsblrckCvxMZcbx8XHw1YHkBLVEenIYuudDDaNaojvqAzgHbHJIInUBJ1Gfk/oaJ2P5amhNY4APbmiju85LU9DFxx45E2itcfIfe4b4YHuZV3bt4vzgKNNqB9987BwnxA4M4O5uJ0t7e7j5CwdSs9kyitNJIlPi/PgMB89Oo3f38KNcC48dqbCoqUixrE09+Htre7OJGC+92MeTQ5NUOrbgEGFJU4guOcM/3LqUzf/wEyyLKWDlxpYgfbEiQimPkJnCcf4lVm3fSU20gyPTg0wEFoMgIWSmGB1R8d50IwVPPX5XQv/6sYzcPzNO/2yeqm5Wm6JeyaGIV0ZdAiuMIYZLnYLLqbi+8e61CJbFu79zjP/43Q0I1fWMPzvII8fGWR8VmMyUeGBIxOeSw+9Z28zlC/zIDieGJfLkqWlyFd367qGJ6p9srfd86oUYPXmDbr/JSFHEJxmUyyUpEgpabrdbKJfLr5+3d7apfOGCwvBUCskTYmVQeNN5nZqawul0snHjRlaqGjd88QCJbIV8STtWrhprWuu9wjtWNXHNwih//PApqovg727awJf3XODp/jR/9eQZepjhpNkC1SI4XFBMocm1IIiYJsxZXpSZMwQGXiJ32e+DIHJth4unJwwe+Pd9mJalp3IV4XO7hqUP9JholoBqgkOETCbD2vW9yKJAfcSDIotkf/Uw4zVv53QtuDgl5eKtsvria+PAyBcPjF5+RVdEnImbmF2L2VC7iJaWFs6cPMY/3LnRJQi8uODTTx0GHgC+MHr/zre96K/NZrPZbDabzWb7r8MONX7KYr4WQOziz03Mf4K88ZfdqCT+7EiNtrY2DicNpFNPYDUu4mTzdjZEFrC1I0RdKMAGdS7+wPvWbuqp81Prd1GsqDhkkQ//8BTvXtcibAobaFqFSj7DD08XCIomf/XsALe3GHgudj954cAxtHW9vKwtwCUayJLM9wZUlJEBOpr8Wz72yBlEy0LEiVqJoNYrIMpYapnlmUN85j2fInjHit7//ujp2Y9e1VW/bt06dFPgSTXIzTffzObNm4nWNxAJevC7ZHJlvd3tlDg2k+PmBW6e33MKQ3KBZZkLuzrEBXU1TMRqmDAAQ0NfsIFDTi/Ts0l2nR4mMzMlHR6Pn80Ee5uZL2DZ0eJ1RooOgVxFY5/VhPP8Uf781vWyoWv89dMDs+WqHlJLRce5k8fY5BP58XmBfYeGmQl08+7VDZyb05RvH5zMnZkOBnYPxLkwVxgHxjqa/Jv2DSVzty1f5Lm7eYQfTrr4kLvCWEmi3mWRmJnCkjrUxuYW5/DgBQBKOrw8kkMtOki5GxHHTzIoOeju7nzTudV0A8uy+NSPTl+YmCvWtNZ7o+WKFiiUNeEf71jGV14dZ3Jqik1hg28Myvgdh/nw5esx0q/wZMzFMTUCso7v1W+gBprQlt/EzvoK5uwIT5waxKpWULKTdPb2knJWKSOzL+HAg9k/HMvloyH3QkUS/T21Hr7Ul8NrlvjR0Qk2RQzCrV08+OMztDb4SOdUMr9emPGaX3dk06+irbPR31ZS9cL3D44bt61rqWls2UqXGMOyLKrVKrIksqUrwsPHptYD+dH7d/7b/wfHZbPZbDabzWaz2f5/7FINNSpAP5BgPuAIAl1vWH4tgiC8qVmsIAh0d3cT0C2aOtpZ2eygd10D/3Z0xnro1Kz+jzcvUprkfLRYKDDSN8zZ0nwNh4cnFWpkhTtXNLBn9+7Xt/fqnBPDhG0Lg2xphKdOT/FyuQN1eSuUMuANo+k6V9WrrAiarNm4hnu/cWxuc2uw+Z4lPoYGzjM8PMEze56jsPU+HOlxTi24igcPDfGhq5bznVfHT8qisObPrltWG6mt5eUXYtx773solks4HC5u+tc9p3JlXQ8HnL01XgeTcwU+P2XS6G3DYanWTNO2WMrb3rwyCENiI4JpIcgyd9UlydV3ct8jfZSLFZSxs0K9w7vU6zc0wR1YLUuiVLQsCqoGogzTp5HOv8RPAnl8Pi95zahXq/qw3+ftBChPD1LSF1JyL8Cz+6u4Gm9nTft6+buvjh86Np52Ax3NQXfbqtZg22iuwqev662PBn00umFtSOfBCSemWiGU6udg1c3vvrvXeSHh4dFpB1Ol+RlASimHWExgugOYzct4VLNYOyewrVZHFKGrdyEOf4TNf/8yM7lKDzCbyaszTVFfTz5f7bt6YXTRmka38PFHTuOSJBxYPDWmAYdxxAdB6wS1iDLWx+rlSxEEAdk1xVPxTq5pWIQ/8zKqquJwOLj9jjtpWbjc+uOHTwq9fou0rizUdHPAIwj+v9m5mCfPzaCbJinTTUppZiqeQ9Zk7t0Uon8y+5sGGvD2j9QAwDQtvE6ZG5c14PUozOSr1Dpl33deHT+zqz/uvbI3Kt+xfjGjQxdYumI13zkwyv94/Nxrq/+P/xvHZLPZbDabzWaz2f5ruVRDjTnma2P4ma9jUQBOXPzdG4daWL/gtZ/RHHQHIjXe1du3b0cQBCzLwrIsHpw9wftveS/Lm2qQJIn1i1ThR6dmlN//0RlWB6pcVvvTD8IPJSXiVZE/WSgg8NMpDwODI6S1hQRElWKpymd2F/EICpuc0xzf/Si6riMEouib7uWluMzetMhO7xx+p9T8zOmZ4ke3bfEODZyns7OTG667jkcrMrf2eKlt1Xh0vMDuB47wmRt7r3nnujbJME3L5/MJlmHwzAsv45Khs6eXaxdFVySrOookMjabP2+aLAKoOGqwFCmerQaaddMiVzEoGAJeCQIBP7ORejr8Hn1paa90xLFQ0LovQ8zHkUtJLaE7q+Wqfu6u7b2r0nMl756ROGa0G0l5mebmZtp7FjG+/wgjc4Uphyx3zlRlnlB7QBDAtChtfi+PjCT475v8AMr/844VW6/srUMSIZ3J8vEnLlCZHRb06DJqa2u5jATnkjppXSGTrTLiaOXHXz9I2O82V0S84o66NF4ZhocT/Ehoh9QEgsNDMOAjqTr51yEXW9sDtDtqeOd/HGA2V33tmhhO56ubvS6ZnauaFs/MzlJfF+Vz1y/gf/1kmHFV4lRGZKG/Qn3LAhiSERQX7qljrLr2vVy34zr27dtLT6XCdyY9bH3XJ6kOHiLraTFPVGonFytCG5bFKneOZ1NBNvVEF1y/KBpb1RJozI+cwIjt4rDYA9FOTKcH3dB56PgklizQ3uDDssC0LEzTwjDnv+qmhWGYGKaFbpjouolhvuWl/baHGkGPQp3fyaeu6WYuU+Dp8wn+aLHFmrXrGU4Ul/XNFcYPjKRa37uhVdi2bRsP7B/hsz8NNF4avX/n/rf7mGw2m81ms9lsNtt/PZdkqDF6/05rwaefUoDNb+d25/IVEtkCp44ewjR/+nSYLzg5efwo8fM//dstXV1svqmLv3z6PGeyTjZaQ0zOxrlQu4H7uqqAjHAx0zg/OMpjcx4ICWQ1gaGpWf7ljk0MnDxMNLqSla1hhoeGWbd+Ld6mHr64f5zhVJlvvzqOKApUsDz9s3lCoRDpdJrOzk48QworNl7OogVN3OB08cpwmi/tH5WGJme5JlIWRBHcooOJskiP32R4fIr9kxKWaTGeKAB4mR/pUisKJE3TigJcmCswmxPwyxZuySLsVfjJhSRfmx45tLO+ZguGCpKC++zTzNVtiXUv7em6fVXT1ltWNXHfD1Nc3abqr8zowtp7Piq1Rgy+fmAEGSo1HofnK/tHzOcnFHGxHON0QQHFg/fID/FfdQ+feeo8rVFv76IGH8P9Z0km57t+GIaLVCpFMpWivr6evskEVbUKsgPLHULpe5FNPQ3ce/fHNZdkOk8dPQSAXN+NRxNoKGVIB+qQnS5qFJM/3tbFvx+e5SMPncSYP0EWcADYAnDXygZ+MpzilRMzdEfG2bBhA3+4qcyPT06xK67wwwknl9W7ECSD5cXTrLnjDjxuN6VSiU2bNlOoVOkumvzZ431W2lheiU9UDu8M5q+wTJOFPo29CYWPr/XwPw/mHC1hT6MsS/h8Plpa2jhcbgKjimP8GHRtpMEns7qpjr9/7jyyKCJJIrIkXPxeQJFEXIqEKArzi8BrBVvfRIClhmn9p2BkPgwxjPlFN010w0LT3zoVeU17xMNHLu/g1tXN/PF39/K95/eRddXx4S4NtQL9507zxXet5p6vHGormWb2XV87XHPDsga+f3jijZt58Je9J202m81ms9lsNttvt0uypSvA51+8sAVY+3Zusz7g4pbl9cxMT77p9SNpmcUBA98bIiSPx0NDtJZocYxkIsE+rZm4uxWznON0wcW+OYFHz8xxICHSr/ox3eH5FbUSSiXDZSt6WNrbxWRZZn/Cyf5ckK8czfLg4SmGZgsUShoBrwNVN7K6brlencgyWJTZsGgBm1Yt4eXzMcYGzyMXklSrFZYtaOSq3jpt18Cc9OKsRNRpMpMpMjY9S7lU5OG5Gm5f3sBUqkIsWwGoAeLAWY9L8UiiUFMs6/hdCjNlnRqXxKLGIKmKSaakUaxo45Yn3ORyKWKDWMC15HLjmx+7JXLnqgZqhQKPHx4grsp4a2rHkmUrNGs4heu7/DxwOss/37lcnsyrTZOZivBvdyzjRFahq0bCUUnjXbSFf7hrHbeubOTJM7Pm8/1J11TJotlRZWJ0mLPVGhryQ5ieMF88nuXAnEWvnGEuW0SZOoUrM8bKlSvZvGGdLMmylU7EBU3TeHJGYXXIYltXmAMZN3+w0OKFhIucCg8dmiCdq+L3KlZdyGPIktBequjcuKyBT13bg56Y4NFJhZXeMrlcliVLlhKiRMTMcDIrMZwzEQpJKsee4sadO5FlGYfTRV1dlL995gKfffwcyVxViAZdmscptx4bTcvbFtaxqlbhseEKn9y5johbLn/+lSFlZa1Ea2Md3xy0iFIkbzm5raHE9V01VFDYNVnCqUhkC1VU3UTVTCqqQamqU6zoFMoa+ZJGrqiSLahk3no5VixrzRVVR9XnwwyYryHjkEVcTgmvWyHgcRDyOwm+xVJb46K70U9brYfJdJ7H9p9hNFWi5IrgPPRdmmrcRCIRwuEwoVAYj0PKn5zO+WPp8uEz0zmN+Slir/nsJ7b3zr6d967NZrPZbDabzWb7r+lSDjUWATvezm02BFzcsqKO2djUm14/OGdRvnAIyagSCoWYLgvsnjH50bk0L0/DnKZgFJLg8uM49ThL5ATvWd/Kf7t9K3XZC4jZGKNmEAwV98lHiXQs4ZnhEt89Om09cWYmd2wsrYwnS6L5hokxhmmRKaiWxyUXfR7FEXEqI/esaw1/+cA4Pzg8SnJmmpl4nDMvPoLb7aaxqYkyzsLWBsnlqSR5bFIkVaySx8UYIS5XJtixtJnacIgX++Ze200KWO5ySG5FFrOFsuapGAaRgItMxaRUNhhKFfVMUZ2o8TqW3b26KT+eU11f+72tfP/knCjmZijGhslk0vxgTOIjG+p57+W9oW1dQWH/SIqTozMkyhbPDyTpCYrc1aLiVCS+dWKOD66JctvmZXzzaIwLz34PS9exfPVWb61HcckWj4xonIuXMRQv53Mih5MCd65p5QrXDN0RF9lSlVJNK9ctaaSzsxOn20OqKuYDTtGZSGV4Ja5wa5OGJMLRrMLdl60ACx4/O0uhoqEbllko6/uyxWrS51aamiJeVrcFkVPD+K0KcxWB0zmZTkeRYrHA0mXLWNa9gGNHjxC3vODwUA21EZ+b5T23XcdcReTmf9vHqyOpvUAbQLagjtX4HHU1PgfPn5nlj25YyU/+X/buO0yuu7z7//ucOWd63dneV7talV1Jqy5Z7pZtjCsGG+wklICT8CQEE34BpwFPSPIjjfgJAfIQSGg2Ns3G3bjJstW7dqXd1a62l9mdnV5Pf/4YGWxswDbOlQt0Xv/IK50587Wu7+i6zmfu732PJnhyYL78aH9s4vcu6qj5p2fO0n/qFEuml/d1OziScfG2zgCBgJ9bLt/KLesb+bfnzlJb5cXrliiVNcw3Pi9kxrRofqkSQ1ENSopBsayTL+nnQhGNTOHnhiJ8/l297Gh0ImRjeFFYnJ8hqwng8qP7qqk2Etxyy62M5wTroZOx0evW1Dc8P5YQwk6pKZ5XwkCMyoSUBWDszp3dJ974J9Rms9lsNpvNZrP9pjmfQ40G4Na38p4NITfX9dax+LJQY2xsjONFP4uKwCANHMy4mSxKBGR43/Yu1lgz1BfGGIkXMH1VeM4+z9b1a4lEInR0dDA+Ps6zuSglA2pKc/iWref2FR7evWUZbdUh4bH+BXfI5yxFQ2456HMKsiSi6uZLU1h2F0r6qlJZF0XZUeUQRW6MJFgcOsKisx6rqhWleT0jVg3PTZd5diThemayKJzOCCi6geX0geRCOv0UNUaShoZ6Llq/kq+9OIFRuf8Y0OR2SpIsiUq+pI3XRDzu2WTxrCSJkcnF/FLQ5wz867t6PYems9LNq4Lu4wslOoUlImaW70852BTRGc+LTBQdXN0kEgqFOXxgH6W5sxzWGjARkU89yTt669B1nRcPHmNY8VOXGsIyTXYf7mfGUcXJY0cRw3XyYNrQCjqOXLGM4QqBQ0ZcHGFD6SQfeuc1qKpKPp+nJeTmUDHE2zoDQKXqwBuKEAkFpR+cjAGwJmLS3NxMwvLywPF57t0/RVnVaYz6yBfVw6bFdsui/rLlNaf+9V1ran98cpwfTZgkVIGdtZWjIj6Hic8okMtmeXxS4fASOPd8Fc1bjeCrQnOFuH8gwfNnk1aioMYVzchYFmeBIjCRK2o5j0uqkp0O6R8eG5opqMaSy+mourQr6i9ND6oDE/POuKsB157/pDoS4oxVwxWtbrZv386/PTfKB75+iFxJJ51XkRwidW8u3JgGWn6Vz8bqhiA9ERALSerdFv5ygrHxMUyHEzm/yFTNZu45OJ0emsstfOr6VZ1TI4M8N63w7fdv4YXRJeI5xQ/UALXADXc/PTJy587ugV9lTTabzWaz2Ww2m+3Xn/g/vYD/QTO//JI3xiFWmoO+3MTUFDh94KvBdfh+1s8/xR3LFK6uVdjYVoUowrJly/A1LcdlKqy+4h0sW7YMy7IQBIGyDglVxOcQuGNrCykxSP3yNcwpLv7qR4Nkixoz8YJvfD7XH0sUVUGAphovHQ0Bs7Hae5HPI6FoJuPzOQQBvjjmpra+Hv+hb4CpE9j/n3xmq4/73r+Zu9/WInzt9vXUeywkh4hQWMIxdRRjxSXMNF5AsVjG65TY3BEBeJ6fHN+xAMSAS1rtkh2Bj1/WubLK65T23XV5rc/pYH1rtcuNxmPHxnGLFo2NjTR6oNtv8O1RnUemNHrMaUYWsnxp7zRfOutit95auXU5S3nZhfzrqJO7h2UeLrWhIfGtpXo+e7iMVt0J0U7KzRsoFAtompn40NYWbnCOIuYWwNQxGlfja+4mtrBAfX0DAG4JBCrjWwGSySRNEZ/LRLT6szI3r/CzYct2cq4ajk8mGU8VK8tRTTOdU8aaawObAbpq/eLfvaOnt8rv4n09fv5XZxnLgn8fd1PnNngyJvHjXS/yhX1zPHV6nm+9bzN/9tE/5Cr/Ip0eBdXh4YPtKh+9uF1ojHhqW+sC29rq/ZfUhN2rJUnsAdYvJEuuQlmjoyHY/A83rl6mmpbjzp3dXmNp0meF6sA00ItZEokEgiCwfft2/vbR03z+qTOUtZ/2uEjlFMbnc5QUg5a6AI3VXqTX9y/AL26U8TrsG0vhCYYRBIH6+npufNe7eduVVyAFqkhoHmt0LrdXkhwhSxbbdx08SSKRwDQtxkcGufdDW+htCr78diLw7fa7Hr35V12XzWaz2Ww2m81m+/V2PldquICPvpX3bAx7uGZ1NfHY3E9+74wWJma4wTJwYLGls45I+odvQAAAIABJREFUJIJlWbS3txOPx9E0jf0ZD5savRjeaq7obaG6vpFwwM/3RxVEUaSxysetF6+jpBl87eAcX3x2lJL2imfNOsO0DhTLeksmr+rpvDoiCNSEfS6iITdBn5PVdX52NEo8lQzQ2rsZWS/SveVSrtu6mkMHD3FPf4KvHl6kt87LO2rzHMr7WFc+zfaoRdLbwHNxJ+0BEcEhF84u5huuW9tQuqa33t3bFKAh7HVfsaoWjySwqtYtzOd0fPFB9i2JXLuyimKhwP6YRsQt8vZ1bcxMT2PNj3JYjaKLLqZVD6fTFh01Aa5vEalL9HNaDSFoZQIHvs5d77qE0smnmSmY4Ivi3Ps1tvhzZI88jtK8Dv/he/nou3byvdPF45+5obd1einNyXIIwTLZIc+znw46PRrL25uYnpoCYKooUjCgxVuZUuMLRXhxIps+s1TyvHvbCj75wGn++akRYuly5UhNXjWAQ2XVWCNLIg0RD9+7YytTZ8+wsLBAT08PpUKeZkeeDRGd0wtFkoZMzN9BNp/n7c4JAj4PfX19rOvrI1hawCla/HBGYk1Q589v2MDnHh0kW9LxOB1Uh9yecMDlcLscrG8KcXNfE1/bP4kHjVMnj7M/7cLMJTDdAbxzx7nttts4mJTon0rzX3snfu4+LavGKyo3fB75l1VuTHHuSMyblSwqfPLaNdTUNxLXXfzD02N8/1QGyeNjTvHsW9MUuuC+D24WlGSMe84ozJUEkopF8sDDZNNJPnnbTvaeTbw0bQYqmdTgnTu7n/9V1mWz2Ww2m81ms9l+vZ2X00/OybzVN3SIr54cMSbWEXSoRDNjzHZuhToDMBEEAU3T6V7Vg8vl4ksTx1nWVMcD/THuHywRy6QIeZcG902lVqmaQaGsc/++ysN4e0MA2VE5ZvIzLgB2Uzm6UJUtaC9mC5oB4HE5gjlFX/uj2bJDFASmyxKKECa+qPGn/3Yfc+EVNPsEPntxlNaGeh7ancQri+y89GIAutAYKzv4+xdmuGlNg2/PJy9DcoiMjU/w6GASw/Tw1FCMdzcV2X0qxbL6RjzuImCytLTETX3NfG/oFIuzk9zznMHemJOYsRywQBRxP/dF1vT08K6bPoxLDmPll+EaljDEEJdceQ1r1q5lZnqag4fn0TNzaJtv5+JNXvr6+vjmuMaaq2/lgu3b6Dy5L5grqTy+6GF7jcaJtJO+ZW00KQJf7C+xpseitrYWp9PJ24Iij4xkuaOvk8aaKjTd4OEnxn2mbrLzX154xUO+aVmWUxIHVN3cBqCrBl1tEf7x8ZNcHq5spcHBQdasWcOxY8dIp9PUzO1nwrcBArXgr+FhxYcxGkeSz9DV1YXT6aQvrFIlW/z78Sx5xxgfv7Kbzz0xTDxdJp4uPyPCVZGgW1SB+45M4xYMEprAizk3gsOFd+A+hEv/iA984ANs3LSZ0olD1rf2T756I76GVE4hlVOI+F001wXQdJOFRIHXGGDyxrtw/IxsSee6L7yAYVoMzucAkERwCIICXOAQRQQEeqtEGinz3dEyqu6nv7+fwcFBLMvi2797M7/zn4c4MZMB+Bzw17/qumw2m81ms9lsNtuvt/O5UgPgL97Ke7ZUebhqZZT4wjwAC2U4nZOocousaIqyNWrww1kXly+vpm/dOhbzqvnvL0zrn31s0FE2LB48Mrvk9kiuZwYWjg8v5Man0iUkSQwgCGqupA1pujkEzBqmFaoOe9zZgvpay5CBPqCZyrfr7UC7blgNV62sEz+ypYqG8hxgEivqKKZEWgrhPHwflzY5qY6EaWlt4WsHZ+mKyFyyuo1Vq1aycuVK+rqauXxZhK/uneAHRyfYuaqes8ODjCcVYooD1YAdVSr7EhJbW8OsaozwyFCCVP9zPD+WZlbxUJL8DM/GWe1X2MwUZ+aTWIEa5EKCzas6qI5GqW9oZHxyiiMZJytCkJKjbGsN0drWxlBCwWFZ+ENhhEgj77t6OxlLJu+sIuJy8Gj/wmJD2FN3YCbP59+zjd3jKdav6OCi1e0EPBL/+OwovW1NTBZE0grsn85wcDzLt/dP8v8/PoQm4Dg1lT5tVfo3vKTgdjqKsiS2lxQDlyRy74e2sKPW5P5TKSygyWORz+fRNJ2e3h7m43EezrdgJmehkMDyhjElmfGCxNMTRaaWsly1eRULc7OEnBarAjr3jah01QXZP5rAtMgCTRbMlRR9uq8xVP8P169kKTbLVFrBkL24D3wTQS1hdm7nU7ddwZ98r5/ZXNlK59VxIPJ69+1PKjdEkdrXrtyYBNrewEfhNS3mFJbyP92zpgWRgIt0XhXnM2WOz2T4wM4+ivksp44fISGGkKeOYJqVEHDjpo34PR6eHlr8R+DPJj537a8ctthsNpvNZrPZbLZfb+dzpYbx33HTptoqyp1dADy4P84Vy1xMZjQ8YScXdYVwNcI/H53Hefh4ev946hSg14TdPbpmhIFBy+IiETa4nQ5qwh5lKVVyhYIuCiV97UvvkStqVlXQrfo90nC+pDcC0ZctYRJofK21DcVy3LKuBrcE26MGx2aLCOkEolKgtOFWns8sstnl4tjRo0zmLW7qMGlqbsLldALwwu7d6LrO73f72Jfy8YF7j3FLp59EYpQJHS5trFyXKJkcevZxfhxso6x72SWuwRGLg5wG2Y1r3zcIXnQRXX191JoaMV3HXHsNy5bppFIpPG4XiuzFK8P7tjTx6ecXCEWqsCys2uYOQUmVqfM7eWIwzp7RxPjwXK4jEnbzjRfGM8Ds3z89sqJY1ssrPvXjZGO1t+bAaCKTyqt5QIoEXOW/eXpk+eRC7rBpYrbVBzbujS2NK6oph/xyk6qbHiD9sr+2eaCQK2h6NOz2JzKK9H/evZawqDI8Mc772uCr425qXBYdPpPZ2RlUBL58RmJ1tYsOl8BkzmLII6OYAkFRp2AITC+l+P3vFan1hdkeLLBz4yp61rv4yPf7qYl4rPlEcRDY2hhyhy0wfnR87vi1a+r7LlzVwrMLM6CUwDKQJAlkmY9/r1975OR8f3tDYAMQACaoBFqvWyqvkMq/ZuXGf1d4EH95eLT3bILf+9YxvvI7G4gfyuAc2AWAJEls33Ehk1mTv3t86PPAJ+1Aw2az2Ww2m81ms8H5XakhAn/1Vt5zJlVifKnAdF6gf0njeKxAfcDLRFplsWgymxfYNRxnPqss+Lxy9Qe3t7e+o6+hPVnWvbdsaBK/9t5NbSdm0/zR5cv548s62TOelJ6582IeHphn3ycu586d3S9VmAiKajhqIp66TF6Vgf1UQpoIv2BSRaqo8uHLupmanODJBSd5S8J54F6ExRE8sQHqNl3FA2cVdu07jOYM0v/9L1IsFFjVu5ahWJaQS2Dr1q24Q9WkFcz3bW0XPv/CJNPpIqbTz+zJFzmuVpO33MyZfnKxaSjnELPzuE4+hBmsxQo14J45wo033IBlWfQXPFS5BHKGzKqmCL3LOwj5/YwXJU4vFMlpEiNLBb78/Bh//8Tw7vFkqTpeUPMvDi8dKmtGRpQdXYvp8tlo0FWVzqtuSRK7asIeKyA7PC0RT9jjcjjrQu6ASxSjpkXijh3tKxTDdMhOqaUt7G7NKYYkOcSaYlmvqot45aV02dQNqxVYojJGdA5YqxlmdTToEkzd3Pup61e3xmOz5HM5nCK0enV+OOvCmxrjxMApvhuPcmGLn09et56u7pUY4VZ2jae4a2cXu8bTXBBR6c/KbAwbXNrbxiMTCt8fWOKeA1NMxwtq0CcXIgFX55UrqvnP92/i7Wvqxe8cmraeH44zkNZdN3XILObKRCNh3v/Oa9m7JLFnJO6wLKrOVT4EgDKQAkJvdB//bOWG3yNHimXN/SZGwf4yA+GAqzn9suqNmVSJwxNJNMnJezolBEHg+htvorFnK3d86+jfZUr6XXagYbPZbDabzWaz2V5yvocan3qr7zscy3F4MsVEqoRmmDw/tERBM4jnFF44E2c2XXqxJeRZXR1y47bK7Ki1eOxsgesbFNpamjl0aoRjk0vsHo5x6Yp6ElNnOBhTaSpN0dbW9lKogW5YBL1OsCyHopmtgA4MnPu1hUojxVcoqkb+T9+20rk/KXNkQeE/bt9ES3MTHrebSy7awfpamenBY8RrN4DsQmnbwpAW4eFTi+weS/HstMJ3j83y0MA8x+eywrMjS5Q0FVOujEW1TAtfaoxSsBEhOYV74FHEQhJ92XZ8sX4a1l5IzpLZ1LuK26+7gmwmw8GEg5vWt3EqVuBUQuf0fJlPP3Sq8OTQopRTdOG5wUVKqoHf5zSzBTXmcUmdQY/s2dZe1XbFypqQbuBsq/VFBQHhmY9dzFSmzE1rG8XPvWMNl3QGUTQDlyzyR5d0snskMfnF2zc0rAnplE2RxbLB527soT+W49KuKPM5lXi6/NLfm5dKSDTJuSaZkYBL+Pwta1v3jCxNb1rZFrIMjXw+T0CGYnKB58v1xDwtOM7uZ0u4zIYNG3i4fyH7J9876fK6JfadTfDerW08PVng/S1lXkhI9M9l+cKtG/jq7rMjDkm0asIej2Fa3pW1fuYLGpHCDHVhP/WRYOBMqiT6HQ7Hn13fx9D0IqHmbqRALfsmU5QVHcO0pHDAJabz6hGgG8gDOSD4s3vh9Xgp3JBlx2JNxBN6HQ1F36iz4YCr/eWhBoDhEHA5RP7i9iu56MILMQP1vO+/Dj9+4tNXf/DOnd1v2ZvbbDabzWaz2Wy2X3/28ZO3XgKYDvqcPdPxwmlABaFRcoge4Dhwkd8t8ReXt/PRB0+TnxmmpNYxcHyArRs30BMWOLJgUDYFfsuYZygvEZYtOrpWkCwor3ijWLJIU42PbFGboDLmcuu5PzpIpafGPJUHWxfQALT96MQM3z06ze+2Fjmw90UAent7UU24d1xksmoDlPIgOUEQcLmc+Fwy1/fWc+2qKIl4HAQBTTcYn1/iSwMyxanTGNEO/IOPcfkVl/H9bBGrqg0xWMNV29bzsOnlPe+5nVj1aqypJeYcIVxOJ9G2FSSPDvCl58dRANOyOD2dpqQYvpqwO2GYlhsYKJT1cm1EuEgU2X7x8mo8Tok/37kMj8vpnost8PEnJnGJFv/+xGEm4hof2xhiaSnBwLGjaBmRuYzMmubVqLqppgoKczPT9DlKxCSZv32sn6IuYpgS1/XUsf3tK/j/fjDATKr0qn2ypTXCc6dn+cNLl7fsHlla2tHVWS06HMzNzGDOnoKaS0At45g4yGRN5cn/Mw+fLgID+ZLWhEduu3f/FNuWV/NwLMkH2oucViN84J4jVAddy/unMgBPVgVcK+dySovsEMV/PWWyffAZDpsNBNS8fHjese/JU4vbr9++hrufG+Ube6dorPYhSSKaYb40UrgXOEJl5O40lYqT+je9oTPlRCJTbn0dDUXfiCygvNYfeF0Sp6YzvP/rh7mpr4HPPT5MQTW++yu9m81ms9lsNpvNZvuNdN5Wapw7yvEpXqOi4Q1SgZPAmXP/3eJxSfUel+RI5ZR6oEmWhKBTcnjyJa0FGOyuC9RdsTxEbmg/zytNmJrC1O4HaGtpYXF6jEPFEEJyihOPfJN8zWqqPBKbO+u468EhJhLFn7yxaVr4PXJGksRISTFe3lejiZ/2VFhJJeAIO2WRsVSZT2yrwotKNBqlsbGR02U/3zqjUx32o5kCH18rc2AJtteKJE0X7+hwsns8zdePxDgwkWB66ARP7j/B45ko79/SwmZ/jtFEicaVffz5He/hsROT+EtLiN07+NR7r2PveJI1PavRLIFkUWc0UeYbe8Yn/+Xp0bDXI3N2PofPI6uqasbDAZcjk1cHAl65xTCtxZKi9wDtsiQKPrdEXcCNaaj4EqO0t7czPDREkyPP3rjAWFJhpbhEZ0SmtbWVyclJdAuGcg62N3koW1LAJeGucprk83m6/CbTRZG4YjGXVVidOcaqtjr+11VrOT6TeSnYmADa37u9jet6qnnw5Dyt6iwbV7R5T8UKudaGWqdbdgjfWwxhTZ/ClN0QbmBjU4Dquga2djf4Hz4531JWDWd12C2emcuJkiDg83soyAFu276cB47MkddNgj45my1oPUG3FP6nd/QK1/bUc2Qsxmk1hDF7Gl//g+CLRp+c0pNLmZJ/MlMmlVPxeWRM00LTDII+J5m8KgHVwFFgFZWjNBrge5N7vAREXkdD0V9EAwaBISB+bo92hwMuK51X91IJOKKRoAsEyBc15jNlnhuOoxkWwFfv3Nk98ibXb7PZbDabzWaz2X5Dif/TC/gfpr/J140Cz1P5NtwE1gOXUCn5pzrkolBU8Tkd+F0SsigiO0T8LklyCELA73Jg6gaZmVFQCiC5yG/7Xf72mMI9qSZAhPgYqqoyXzRp8RpIDom88orlTgHHYonCUMjndL3GGtdQaXg5C+AQoanaZ13YHklduG4FF1xwAc5oE3+5a4GnRlK8e6WXsaUCX3jXGlqbGpAxyQzuY6O/yLdO5/CPPsvvdBgUSmV2aW2MhNYhHbgX5/wAF19yCbesDjFlRVA1jfbaCJvWrkJy+Tg8l7dao0H+754p/u/zZyf2T6QoKpoZyyoW8KwgoAKJXFF1yrJYBZbH7RTXO0RBNgyj1B71cv3aBj6wtZX6sJcrV9VimGBZFrGFRTqWLSM9M4aZnMEQZQbmUjxyeBgECIVC5GbHyZRU9r2wixvX1YeOz+QSVdU1ZC0XBxMOsoUChmFhmSZPHh1m967nGD51kq/89nq2dlQBODpr/Hziqm6sxTFKhoCmafQfP0J3xBGYz5SUbw4rVk0kxI1dHjaVTuBoWk0p2sXo8CBrat386VXdAF7TtASXLC4eHE8iaDr7pvLc+OX9DM1nmVrIx0qK4elsDPI37+gloKeJDR+jQZkFvYwge1BVlctrS96iYhR+PBiffSlLMAwTySEgIGD9NGBwAhuAfVTCrRyVKqI3o+rlP6TyChPzOYolnea6AE01PqRX/0uSpFIx9DzQT2UsbC9wMbDp3PqgEiruAJYDL4R8TiueKr/WGvJvcu02m81ms9lsNpvtN9h5W6nRftejFwIrqBzN8P+Sy5eoHB2ZOnf9S6NSG/mZIzyiCM1RP8989GLuuKiD3794GRvbI0xnSjz+kYuoCzojubKR76t3Os8sZBkX6hCnjxPof4APv/0CjiQFhLH9GMu24Vk6g96+lStqdVrbWrn/yNxLIzFPALVAh2kRdzkdDV6XRLH8qowmDCgi7GmtD7QnMmUxXVA9V6+K8pff28/9/Qk6tWl8Uwd4ulDPzU0aG7tbefbZZzgyvsCiJjE1N48qB5j3LePwbBZPKYFx+nmM2k6M6DKEycO87eqrMUp5DsYtOmv8lEzROhErCoWSxhNDcf35U4sJr092FcrGkkt2WNmi6g76nFW5otZRFXBbtV6nf2WtD10QHFcsrzEthyjUBlz83Y091X/+9tX0REXaPQoHZ/KkEktkyjprQgamYVDT2MQ/7Y2jOdyAgJieI+5p5genk7w4p3J6Po3uCTMwNs2xlINjsYLzydG0OFZ2IvuCWIkZUqkEQjGJXreCYaGBbEkjoif50FXrGYzlsn//jt7a5PwkyWSSgayDaqdFUDJZWlxgKCtK+2fywp9ftULr7mhzhAN+uoMmD8y5WO7TKafjXLl5FbGsymg8L/jcspYv6e7ReIFktkxtlZdipR/GgaKid6mawUSmzEhSwZgcYLfRgvvod9E6tuOePcZtt7yLx8a0iGFZSsjvchaKqkOWHUgOkbJmEPDKZH466lekUhGxD1hLJeByAO438FFR+TkVHi+v3Kir8pp+r5wtKUa/aVoaleNOTec+J3Xn3vdVQn4nuaKKZYHPLbV5XJKWyikpKj1NXu4v7tzZnXsD67bZbDabzWaz2WzngfMy1Gi/61Ef8BTQRyWk2EslnHipoWKMyrfLE1TK5pupNN9s5ZcEIDVhN+ubQ7SS4NRAP5OTE8zMzXNsyWRrDeyZKtJe7ZvfsaIh/OVTGl7RpNNdZtOKDh7INXJ5q4deOUkhnaLQfTmqYdFcOMu6vvV8fd8U2bL+IpVv4F960CwXSnqkLuIhm1dfa/amr6XOv6xY1uOpnOpXDIt9M1m8DoML9EEO7n6Gqa7rsEo5pssyDw6lOJx2oXuqsIL1UEgjj+3D8IaR507RKy6QjE2jNfQgpafJtWzhpnVNZCwvJ+ey3H9snueHFofzmuEdns3u83vlKodDjLplh+hzOqLVAZf8WxuapMlMmR/9/jZ2nU2I3/3gZrY0edk1nuETl3cKj52aJ1csUz7xFEoxT2JxgXQ6jVc0OJSUcImwNmwwuKTwTwdSNLtU1F1fQ3dHEB0it7Wb/OFVfaRO72MsnsMKN2P6qqhV5lnX1c7jJ2L7ZhLFOkkQE3+8Nep7btbAeeZ5vBN7ubS7jikhyiNTJkOLed6+us7V6sc9Nlo5+ZBURebKIt0Bk5miwA/HVP58RzX11RHREF1a0Od2KNkkQdnkoXkXG8I6VZEIjdEg9x6YIhryuNN59SRQZ1qgaAaN1T49W1CXWRZTWFb68+/oCR8enWZPqQphaQL37HHkjj6uvuJSvjUMc5kygM/nlkAQpkzDCrtdDkplHf8rQw2oVEI0n9vjfef2tPPcvn89Yry60WgZOAUMA0tl1fCm86rHIYjumoinyeeRw6/3WErQ56RU1jFMi4aol6V02aEZZhwoUhlNCzA58blrP/s612uz2Ww2m81ms9nOI+dlqHH30yN/A1x37kcH0Eblm+FnqYQbTVRCjDZ+pvT+l6mNeLhlXT1RSSWfr1TMC8DRtMTODj9ns6BopvfYTMKRKpQxBIlP3nIpXxnSuayrmms7fUiShFhM0Z9zYUpuJg4+y/LmWvrTjsML2fI265XHhmTAKTlEgn4n+ZL2ivU01fjQdVNYypTdzbX+ktctOf/kkg70Yo4fL3kpNawBh4w8cZBWknz2tktoLo5zMKYhpqYgUIN7/EWETAxt1U4+dFkvq3vWcCzn5JYVQc6UfXxl74T1pWfPLowu5AciAVf9UkbxRAIu/5Ura9s+ecVy+dh8TtzYGqY+6MIliY6PX76MHw/GMDPzDKUsrl8Z5eSxI8wVIW1IOGLDTBl+5p67h5PHjlFVVUUkEiHqsnghLqIWC0xkNI4WfHxkSy137OwjGq0mqGeYqVrDp3/rShwOB15JYPdoHEsQEZUCir+evC4IsUxJtEwreMuGpsDbt67mh6eWuLRa4dZbb6W1voZur8IHLlnDsflC8akzS4GnhxbxSyZRl0VAMtmflFkZNLhnys07GlXcShrB1IXG+jqHy+MzTF0VvVqOgilxuBAg7PXyh985jmZYhAMuskV11rJoAMq6Ye3FoqM24hEyeTV874e2+Dd1RMUnHnuEhKsOSyshzQ7Q093J3kKVdnIq/ZOKB6ckirIkhhTdPOV1S7XFso7PI5N9Zajx0hZsBV6g0jz0LODhp0dAfpEZKkdH+s+9rgjUUKlSaj/3qxtePQr29fTcCPpkyqpZOS7kdxJPl6FSYVSg0nsjAnznzp3dj76OtdpsNpvNZrPZbLbzzHkXarTf9ehK4Fu8up+ICCyj8k22mzdWog9A0CsjSyKXdVUTEss/CTUcwIGUzNs6A5xJW2imyTOjCXGbeoqTRR8vji6xo6uOje1Rvj+Y4fEZi0E1gGEBgojW2MOLCybN0UDj713cwSeuWs5HLu/it7a2Wuuaw66gWyboFClbEHFJCIKAaphUh9xIkkhZNaiLeMV8WRMFBOX4fE7WcNBjTJHcdQ9K83q8Q0+yY91KVizvorqhmSfH8lxsDqHWLKd6zYVc2CAx62qmq6Ot8PCY7lwsGTw4XB6bS5X6fW7JE/I564IuqaUu7BGvXl3jyigGf3VZM1GPIGY0i6HpOLGcgmgaXLemiZGz4xxPQskQuH1rO5MTE7hFi70LJvXx40w46jFaN1Fu2ciIWc3RjIujcZ2SaqLLXrKJRW7wzdES9dPR0YHf76cuGmHfXJnM3ASl+Axr1/Xx0JTF6tRBEtWr+fByjVVdHYwkS751rRHHb6+v5ZEHH2BQ8dPnLbB27TpWr16NPxRmtkDhut56X6+cQNQK7F6S2ZuQEYGpIhyOG6x0JNhUXyl4yOfzaEqZQKSa6upqQRIFrtmymm8fnuGhk/Nki5Wwye10IEmO+rJiPHVuz20oqwZup4O+tgi/v6NdnI4tct+0G+nQfehtm3AnzuJuWMGM7nVk8+phqxIkABDwOoVMQasN+VzlQlmTfG6JbOGVwdbLtAG7qfS0GKZSCSH/nGtNKj04Rqj0Z2mmEmLU8Et68bzecEMSBRoiXi7pjpJTDTJ5jbL6k2Ez/nPvMwB8/s6d3ZO/6D1tNpvNZrPZbDbb+em8CzXufnrks8CWX3BJPZWS+zyvLrv/heqqvMTTJa5eXfeKUEMQ4GBS+kmosW8yJa5yZTn02P2Ul+2gpKpMJgtMJBW6ol7zlk5JkGf6GTHCuJ/7V6xQA8FIDb3ePPunMjwwEOeJwQUyiiFsafGzo8XN5d1RvC6JkiVw/we3UB/xMJ9X8DlFqvwunJKIW5bETEGdubAtEvnYRU3U+WRaWloYLcpcsGUTN73tcloa6/nR6QQIIhds245iODi+WOZwIaLMp5XM8fmceGwidSgScDXni1pVX0uk7dreekOWRHdbjY8PrY/wvf44umHQZcyRTqd55461fPPQLIohIIsmt27uQF2c5JkFBy7R4l0bWkmlUrjNMi/EHYSjdcRmp/Ds/ya++RPcuGMtSV0mrghYhg6CiCV7yBYKrIh68AcCWJbJ+Pg4DsHiYFKiL2wwlS4xmHVwy5oa4qqDqaKDqzu8/PFVa8XphSW+tG+GU0kD09AYGxpgIm8xWZI5vlg2js2k5eeH5oU9UwWmSz99hh8riBiWiKlp5A49RE3QSyQSAaBQKFDf2CR8c//M2Ssfum1aAAAgAElEQVTXd1b97jeOcHgsSW2VB80w0XQT3bCIBl2lTF5dSaUaIQlEru+pQzHh2QNH+e7JRTbUObl50zISqQzFtgvYNSvgdjqQZUdDSTFeANp0w6Iq6CaZVYgEXFJJMQbdLqk6W9B+dqJPFpgExqmMqB3hp6FFksp0E51KFUaRyiQSD5UjTileFqK8ES+FG47XCDf+4eZe/vnWdQwvZOmqcnMmWWYmXvjZW7jPvfc379zZPfFm1mCz2Ww2m81ms9l+s0m//JLfHO13PeoFbn89lwKLwBiV6o1fSpZEREGolNL/ArOZEppp4Zw/RWH7B8E0kQ/dx9buZj7wnj8x68Necfeu5+h3drHKShBcs4aelS4yzfU8fmqeSzlDYmaMcHMXkljNXz95hpJmEnWZ9AYNZhICf/D5bzMf7EJAQBYFukIWv7O+jomCzJ/+YCB+dDrTEXn7KjSHl5y/hTojxuGCxunHJ0gWhsmZZnl2qZD63oHpGSAtQqStIbBBUvWoS3bw1zf2XPjgQIxHP30l+WIJlyyF3E6Z3/vWfv7rQBoRAc0SME0ol8uYpskNy1x8d7RMJl/mhRdeoKmhDnEwRlFR2fPiHrq6OslkMshGmWNpgYubZM7WfIiEVMUzOSdd7gLrlRGe2fUE2R2/j//Id1AuuI0vnHVzUXmcP9q5BoA1QZNdcRHVhEdHclzc2UzUL3GzV+HuAYtl7W1oms5KYZGR+GFOV20H0UG5bStTqgM5q1uaYWod1V53ejFDlc/A7bDwSOARTR4aSpMW/Qi6QrHvZn5UktiecLAlYiCKkMtliWXLtcv/8okpKkc+mI0XaK7xMa0WimXVOCQKwiXntkMrkN25qvbM/76ht/s7993Ht8v1oJbov/9urvnEJ3jP1ev59JNnkESBpaxCc7VPSGaVi6lMFXnpPksCRBBAFIQslaMiLiqVGLVUjlC9oYDuZTZSGcO68k2+nnReIZ1XCPtdNNcF0HSTjhofI4OnUHIZXkjJ9NYHGJpK/7xb/GP7XY9unfjctb/4w2Wz2Ww2m81ms9nOO+dVqAHczOt/uKulUv5+Fuj8ZRdXh90/26DxVXTTZGAhz+aWIAe1zTiHd6E2rkV2uli9ejULWaXoduBPKBZxReTdnQHE5ZfS2NhIS2s9YyeP8JjeAYFqxLRJ9dgigmniEiChCPx4QcKyBOYDy8HQWe9Y4IrOKKIIESccjKkA1UOx3NTa//2Ul8pUl4zb6ZDrqryrJmO5AVEk2lYXWFYfcDe0RLwNN/U1zjgEq7k+7OZzz5xlXb2f/tkElmlwcN8eNE2jtbWV6oZW7aPrffI/HcnjFCzylkBchTo3LCUSLJNzWJqFKjr5x/ufoq53GyXVBQ4Xf3soT+TMGLoqkFV0kF3sykXp9Bl8eCXsvHADzz33HNR0IIlX82DZwWUX7WB1l0hGLfPYgslv33uSDWEPW4IlWjwGe5ckpksOPtbqZHn7BjRN54czJ/jnhw/w4Z1ryYY7GKmRcR1/FKXnanB5aaz20OSX535rS3NTJrlE0wXbOH3qFIuLiwDsjkuo3ije3V+luPW9BPd8hc1X3shIoZ0DSZkGj8mHWg0aQu4AlT4ULwIXarqZT+bKM821vhUT87lLNMPE75HIl3RqAq7gP75zTdAhCuxdMEA0welBFd08u+cA92TSLzpdUk99tdc5s1g4jsAmpyyeUjUzBExaltXqEKm2ACxWGZUzHhe+zj3+epXeipu8PNz4zBPDtAQl1GyWeTPE7cuyPOF61djil2wC3g18561Yh81ms9lsNpvNZvvNcV4dP7n76ZH/Q6UK4/XyUinTj1FpWPhz1YTczCeKAFy7pv4Vx0+gcvxkOmeQUSxrLqcIf3fdStbVuplKl2lds5U7briUuZyaDUqm98tHU/SFNZq9lSYENbW1TKRVvjtSwswugK8KMXaaTcEyl3VXs8qvsSGkYQy/QHxyBMsdQChlWHTVMavIVLsMWhpqOTBT4th0uh9YW+N3eVfWB6q3dFQ1X76itmEup8hfua2vqTbiiTSEPfzLzT1c0hlkY0d1MCwUycWmCJhFds1qLBY1sCw2hyshjmEY1Dc2YpqW2KIvcCQlUTQF0pND6OUih9Iyj4wrlE0BEDFkD0IhSVkpw+Io7tNPsrklhLg0RtxRBU4P7r3/RYeUY1lrM62trZRKJQqFApFIhPGSk2gkRHvYRVtjHZd113Lzli4eH07w5Bw0eExOpgUErYR7+iidnZ3oho4yP8oj0/DsvqMcTjr4q4vrCRlZpowgV7R66M86SwsFtSpSnCUdX6BUKtHT04PL5eKZsykOpmTuWKbREA1xxqzhqu5q1na1sCZksKPegbuqga8fXeTYbAYQXGXVaAV2AW5FNTtlSRQiARe5okrA60RVDe67Yyul5Dw/ODzG8VII956vYpXyaL3XsJgpjebkSGe6oIaqgm5nvqy3ApLfKzfkS3o9EPa5JQELPG6JoqLjdkrkij+3p8ab1QAcoNJX41dWVg2WRTzUOlWGi25Qipx+4Mu0trUxWf65rWy8d+7svueteH+bzWaz2Ww2m832m+O8CTXa73q0E/j8m3ipl0ofgp8bbESC55pFnps88lqhxp64wFxORzB14U8uX57a3lnr0VSVjpZG9s/r3LKxlRq/yzuZVs1nxtLCP79nO+HqegKhMA+eVbj32DybxWnSe3+AMNOPvupKGurruePqLaxb2cWKznZE02D/IoiZeQLDP+b2rZ2IwSqennfw7GSRZEFlJlmKP/HRCxs/tnM5V3SH2dzopjtk8tx4jj5vlu8NZrnInyIdm2JpYZ5IVZRCPk8sFiPitBCwmCiK6JaFNvAMpmni8/no6GgXUyo8e2aRVL5A3nKSlqOMlZ0YSpHLOwKcfeY+jEgLgSP3cu2WVQzo1bhHduHUC9z+zhtRDZNhNQCWhV67nAvqHUQiEdweL5FwmHg8TjQaJYebohzinReuI4eHh06n8Mti4bIGnI1mgoMLGjnLiW7BqaKHhwcTPD6S4ciSRdmAvOnA+cKXuWDDOrZs204oXMUDZ/Kle9670ROPzXHfWROfZOLT8ywtLZF213DfYI4PtCl4JYtIJMKcIiMFwrR4Kz+v7VvPnrNJHjo2R7GsE/I7qQ658XnkKkU1ag3ToljWCftdmJaF1y3zmbevpNVn8PCRUZ6chY+v93LJto1EhCLDerS0eX1v3Tfet9nVP5thIlEgGnCxkCpRE/aQzlcCJacsIksiTrky0vW/KdSASr9bgdc3MeUXCvtdGKJATjWwJo5h+aOI4wdprYtyWqt5rZeUgZm7nx556s6d3fnXusBms9lsNpvNZrOdn86bUOPup0c+Dlz8Jl/+C4ON+iovsWQJ89x4h58NNUZHxxgwakAp4N37FS7f2ONRDZOJsTH0bIoXEw56XRnODA/x5RN5weMQM5/+0Wn92ZGE85EzaVTD0L/+25vFruY6IqEAoqlx88Z29ma8PHFiAtfiCIpSpr6+jt1LEn2+PO+6/m1ceumlbF/ewK0bWtjSXsWTQ/GCyy21TqfLQnx8EGVpluTSIulUirN5gWShzGxJ5LLanx4BiESq8Pt8xGIxAJq9FqNLJXKWm/mlBINGDYcLQR4YWGTPRJqSbmImpiiOn8By+fHs/U+6vCq33/A2LF+UiTxcs6qWnVfs5KkphXWOBTZu3MiOiy7iB5MitXocQ8mj+aK01ERYFvUSDAaoqamhq6uLBdXJoek8+6fS/O0jp/n2/ikOTqT2TafLy27dvpzk/DSZ/t3M+rqgnAeHTHP2DH961Woc4/uZ3PV99NYNmIgE1RR9m7dpd95/8qDLJXXcsKoaKTNLp0fhsZiToaUyoycO8uC8h8/s7OSCdSuIx+Pouo4kWBxLy9y4roXWZcv58L3H+eGxOQAM0yJX1GbSeXXeIYpN1WE3Yb+TgFsilihSE/HglkVuWF3NrqNDPLkg8962Mn6HQd+GTbyYCZ26eHldza7RhKOUmOPjb19Ltc/JifkchbKO1y1hmBaabgICAZ+MIICqGciS+N8VagSoVGu0vZkXOyWR2ioPNSE3oggLyRJ/sALGdz+A0rYV18xR3nPLO3n47KuOcB2iEqisBzbc/fTIvXfu7LZ7a9hsNpvNZrPZbDbgPAk12u96VAS+zptvlgiVYEOnMjEi9NJvup0OvG6JVE75yYUvDzVME+6Z96MjIeYXUZZdxNjwII2eynOZIMBAwUOjVGAmozGUl3AiupNlbckhi4HFdGlicCZbdc+BKZZKsGldL+++8RpWLe9ifVhj/1SWFxMSbUKabDrJnoTMO7srLR1mZ2aYnppicnKSjrZWvrV32qmqRu7m9Q2uh0by7E/IZDSBJrfJ3FKSk1mZOrFAb/SnrVaSZRjMSTwxmuWFhMyehEzOEDEFB5bsRZo6Qo85zSdv3Mo7tyzXVrjyDiE5zcTxvajLduCZPcbGjRupqoog1bQxGi9wSUeQ+bzOSEHipjUNRCIRVMvBI2MlPratltUdLQws6YyXnNx2YS9DSZ0zi8X53/vm4cC/7x5nYDZL0O8knfvJA7A+my5Frl3TQEC2mE6XOWuEcQ7+GNd8P6Wui3lxpsTmrgaGj+xFmDyG1nsNQqjefHAgdeoLt/Vtemp4UTkxlzNvu3idQ80l8cVOcSRWZrGqF/nkQ4S0JHV19axetZp8Po8flReSMjtWtPCe/zjIUCz38r0yQWVyR1tZNcjkVcIuiW3Lq8EhIjtEdNNi/6mznC66+e1WhWq3QM+69XznSEw/PZ8z//DSZWF3aoL7xqE6P8XW5Q34fR6mswrxTJlIwEW2oKEbJlVBN6ZpYZjgcAjk/3tCDagEGkd4A9NQwn4XdVUeAl6ZQlFnPlkkV9QwTIue5R1ct3Ul/UsaF16wjd+65lK+uW+CsmYCzFIZO7uZn35uO4DgnTu7n3xr/7dsNpvNZrPZbDbbr6vzItS4++mRi4E/fgtu5QMyVJpAugHqo17SORVV/+mXxy8PNX4w68QyDUq6iWff15FTk6hdF3Ew4yIiWzSF3eTlMFPxLPtTEu9aW8/uiTSWQGAmnt9TVk0FaCppBqfnszxwfI7/2jNRcDrE1IauJn+PX2E+leOxBSfS0gRjmp+G/NmfjBl9SVdXF3c/M1LsqPb5/2BHM63KNCv8OmfyDn684GA+b2K4fOTnJxlQQuxLe9iflDgW11BMgc66ILdubOMjl3Tx6EAMJZcEdwD33HG29XQRDoepqau3DF0XBSyqo1FGzCg7u6vp7uxAURSKnmrOxpJsqJE4mHQQDQfZuaaNhpZ2vjOYY3mNz4pWVQtH5soMLOTJFlS+c3SW7xyY5rH+2Jl0SfvJw3Q44HrpCMY+YA3ARKLEbRet5NGzRTKaRYtT5ZJVTVy9PIzPYfHovExgxVY2tgap97mVk0pQvGh5dUOXK09fZ6P04MkFTs1mM+++ZK3nuWeeYlIPYElOLNmNLz1JMBhAURR6enqpa2jigZMx/mP3GOlXhghZQOXcg79DFIj6nHznQ1vo9ea5ZkUV5UKWs8kyquRDHniMDj9s2X4BZ1IW//zUmYNff//mVWPDp0EpIIsWj8Uk2tQ5Vla7OPD/2LvPMDnOMuH3/6qurs55ck6aGY1ylhUs2ZIDlm1sojEGDAt+l12WsAaWd5d94Szs4kP0AiaYYMBmbXAA1hhs46Rg5azRSBpNzqF7pnOornA+tDSasWUsE845a9fvuvq61D31PFXV3frw3H0/9z2hsb42yEgiN7MFxe+xoWo6GAaiIMxsg/orsXKh5etFvTQrY2Iqw1Q8R1bR5hw3kcjxwTetoieqcShs8I2nO4mklBzwIjCPi2eFrL37mbOdH9/a3P4XvCeTyWQymUwmk8n0P9QbpfvJTX/BuWqAg8BKEbBaRBKvsIh8ZtzKdF7gb5osfPOslUWLFlFTU0NDA/Sn8vx+3MqLMQtbmq38ulsnp+ncf2gEXdMZmkgBrAeOvGTaA2lFqzcwSnsn43QMxQladYq0KM9oDaAp/GpIpEhVsdicKLpA3oAfDB6iKOCwxTWdv3/sFJpWKMgoAIKaAVEshGryWYqmTnH9mjZkEQRBYOvWhdz5y6NnHtx3vCVn6NSXuFlW5qRrMkZ2xdupqcuTSCRw22Up4y4ksTQ0NFA1aCXna6GkxIfL42VfRKOsuIjFK5q471cnWB20Zn94IGw/Nhglrhv0jMR3cm6LUEWRk2QmT8hrR5ZEFFWfTyFTRgLQNAO7LJJV9OD5N2ZPT4TeSJbBnJWATWV+WxsNvkKwqdWrs7UtyNGUm/v2CZBDeej2lba/ffAAQ8Mq72iewi5bLCPRtPbBnx0ee8uqzWXbOzLIz3+L/Oa/x+YovF/RaJScqvLjPf3dg5FUo9spk87NaQ5yDNh4/sn33r2MqxaU0zcwxPDQEADJIzsRnMsx7B5yrVexLxnmKpuXj/1oz76737FkbSwywdTUFAArAhpdSQtPjFm5QRxjfdBOeyrHogovqqoxOJnGMAx03UC0CBgYl/5N/tMUUwgkaRSK6BoUvkZi0Gur9rrkcoBEOj85Gk6PnjtGo/DZ6RQ6CsmAqz+S9m/66g5RFBmvLfUsmEzkjgLNXGhV+0q+U/eZJ/67765tqb/GDZpMJpPJZDKZTKb/Od4oQY03/YXnWwnsDPntG1/pV/EdQznOJCz8r4YsoggWi4XNmzfP/L3WpfO3DTmyxbXcu7ufjCEDGlp8CsPmpq7MAwIIsOT8MlUQyBsGqwB+f2aSHd0ToOWRRYlEVgFSILtRi5qIZ1NsLFIJ2qDYY2PxolY2f33Xsb/b3Lj8rc02erq7Zq6lp6eXxzsHyLZejavreZZecw2yWPibYRjEU1l2dYVbopn8mYoiV4ueU7lqTRtDe7ppcOg8NChzW61CJJagKOiltrYWm8vLlkCO/QMxUs4ynu2aZs/AtDIWy8r37+qjrtzD8+3jKkCRz47FIsC57BeAWEoh4LExEc1QFnIyMJ50Au3AQoBcXsXjlCezSrZl9vv+H78/jS5ZkC0q53NnXC4X9fNayRgSv999is7B2PFiv33xe+4/xOX1fg72TfHgmQy1Lpl5VSVFTx0fi957xshfWWG12jZtIueaZK9ex3pRpW3xMr70+04e2DfQKEni3qoi19pZpx8HLpt9PWOxLHlNI5WIzbyWLlsICQFp8Ai6uwi1pokPPnSUTF73lnhteJx27HY72WwWgLdXKnynx87puMZCb5YXxmBLjZ3xhJOFpV6OjcURRAGRQj2P/xdcBnQCzVZJpMhvx261kMtrjEymzmctVZ57/FF2q0h9katCl0T+blPD6iVVXioDTv7250cYmn7FTrIRIP2XuhmTyWQymUwmk8n0P9frfvtJ3WeeqAL+/a8wdaA04JBHp9KC8ZJ1ZGu5h6d74txel8FuKby2f0piTVB92SSXL5vPjt37iFm8oKtI3S+SCo8xrAWZTipEk4oQTSrPRJOKGk0oJdHCa3xySxNvrRdptERZ5NOo0CO0xywYAthPPkV5dQ0ns2760yJFLislAT8PHhzufvuKypoiS4Z4PH7hRgIBuiwVpAwrN7T4aWhomHONZZXV/PfxsdMej6211u/g1lXVXNFazn8dHuYfVwXYPqYTKq1gbWMZJ4ZjsROTmv3R42EePzbKWErhRzt62dc7haIZFk03kumsKp/bPiIDw6VBh3ckkuLc++gFyKs6Ia+dieksXpcVURDIKtopzrXkFQUBl8OqxdN52+xrTWs6bRVeLAIErRpr5jfQ2NzKt7b3cefDx+krtN1Np7NqIJrI4fU4SCg604qBFZXTExnev67Ovr8/Kuzuz5y69fotxTeuW0x7/wT9uo9IUuVbz3cDoOtGVcBry0cTyrlPmUPAnDfv+TOTvHBmkquWNVJfU4Wq6/xyQOIq+yABJUKkbCUWLPRH0pSFXKEH9w8ImmHhhnULUZUcyWQSQYB6p8qvRmws8Kn4JJ0XhhQUzeDTVzUxlVEZi2cRRBFNN0hlXv49+0sLem2pkoDD53FaSWVURiMXamVcqs/fMJ/vvHsF17UVcXI0TrUbFnhyhHweVCyIAq8U2Ph6313bdvzFbsZkMplMJpPJZDL9j/VGyNTY8teY1OOwejXdSOg6ntmvy5LI7zvDfGypCzFZ+DE5qxZy7i8mmlUZtVchRgYgE0Nt2YwWDqNfKD8wTmF4+exxojB3nm3X38CjD3cwXx1gaO1NfPWdS4jHExzom+J3fRl+92Qn5SFnS4nHht8nI4oimqah6zq6rpPqS2BXDVavXo2u6+e2NOgzD69bLm0p8/KlGxfMnNNikQhLRTSHRB46Os43/tBNMqcdZdb2gbryC2+PKIJuEHM7rO78uRokIZ+dXF5DLzytpFCTwgug6gYOm4XhcIraUg/xpOI/n32RyuU7Qn77nCwNAI/TymA4RWuVn9qaSrrTIrd+bQeTydzsw6aB+rxusP3kOF9/xyIeOTrMQEJBR+Oe7Z3c3mQVv5uW6z7y4NGjH9xQv/Srt67jrT/cx2+Pj805X07RpIDH1judyNXzCi1/TwzHuOGePWxpLUEXBba2lvKWlnl4PG5uf/A4J0bjpDIqqUz+bEWxu+W/O8Z4rnOS79+6FF+wiO7O0xTbVTaG8vx8wMYddTl2hgVqnHm+99xJrp5fxmjCRTiRI6f89QIaVkmkyGfHLlvI5bWasal0T07RG1595Cvr6+mmv7+fGlFkd79Eg6GAIPCeVdV89Mom2j73FHltTqAkD/zoz7oRk8lkMplMJpPJ9LphBjX+RAGvjcloRqBQFFKGwqK9stjFFQ0hrlw1b+ZX6/6pNJ7JTjZuurAzQRQFJFHgw784ysYygahopTtfR52c5EBxOWWKxthU5iQwCmylUKuhFbBBIVPBmJUi4nK7EAWBrS3F/OcZla98+4esXzafTWvW8KYVTo4MRlMfe+xk5lu7+nBYRa6fX8S1LeVIFguCIKDtO4bVKtDaOh9BKNTSQBCwyTInRmIk85r35oUl/HhXDwf7pzk6EMXqkPjg/YfRdDS3Q1KKgk5HcjQxZ2Gvqjouh0QqoyKKgqHm9bTbIWnprGoB8LqsJYNjydlDeoElAMlUHr/bNpMFUFbkbBsJp3cBQV2n7dzxz1H4HjcDZZJF5PhgjJDXzhMnMjzfMXGxj29m64Ki6XzqkXZ+ccdqnt25jycibjQVHv3RN/mXv/uI8193y20/2NV74IF9A6tECxQHnKRGL3Q6iafygt8tV00ncs9SCD7lKRTTnEPTDXZ2hykNOjnQHSEcK8cmRegZSxDw2EhlVDSdqcHxJAGPDckt8ubv7+XOK5u4YfVauk53sIIpulKF+hqbixV2R6ykNQFpeoB42oHLJlHikQlHs/wld6H43TI+t3z+fhmNzLx9iVccdAnOTqS4vLrwdVng1Xlu3OCFF144V3emgRVr1lETdNI9Oad0xqN9d20bu+iEJpPJZDKZTCaT6Q3njRDUuOzVD3ltJIuIKApkcpqbQtHEywBqSj1E4lm++0I3P3mxb+Z42SriddtY8cVnALCIwsgnr252SUbWF02mWddskPYV0dnrwFfhp39XLxVFzunaUnfb0GQyqhXSE5YAB4DlhSnmXtOZySxuq0BPTw9ab5I9JfM48OIwNd07aa6vpj+BK5tTRz6yoY6Ozi6eOD7IAweHqXJoFKeHUPLFINnYtWvnhfuUJFasXcc/PnZCHZ5Mdb/j3v3nMyOGgb4q2bXA7bSmY8l8cTKjOtxOVakscpUOh1P7KAR67BlFLfc4rI5URtVFQXDkVX2ex2klHM9N+txyXNOMIlU33MD5LRwzxSemkznqPB6AY+FYNllX7llnly0bznfRMAwDySIWq5q+CMDlkHo13SgGus6MJ+ozOS0MDFH4nldybusKhcKVMzJ5jdt/cohi/7mGHiIk1v0New8e46EPvU9+6/f2rohn1R3kKXZl1XnlIad0fmGfzOT3Fvvta7gQPOsDps59TnOUBp2MRVJkFZ2f7xuYeX3mvIUAGdOJHIl0nspiJ9/d3c+T7WP85y3LCEbGeSddfLtLZp5bI2+A3WLQkxQxDINsPs/yygD3v28bN93zIkcHoy+9hEv2kqwMRsPpOR1+zlnCuaK5f8o5esIpbI5C2Y2+nh6UXB3HOns5deoU11xzDS0Ll9BY7H5pUOOeP+VcJpPJZDKZTCaT6fXpdV9T4+5nzv5vmLtF5M9VGnSQzqpkchoUMgvU2lK3J51VE9MJZdSAaF4zZh6y1ZK3Wi2WSCI3mNeMaE7VewIOqXXHYJJ/vaaVtnkNtDQ18KvjY+RyqtYTTu1MpPOtgoBQHnJVZBVVVAsp+JXAXqB626Iy6kMONE1DlmUORgT0XIZE534GXI2ImShiYgJJtmH3l9A7nUUF+0giJ5+J5ElrAhgwqcCgEUAL96PLTspTvTPtYOsamvjXp/oYnErr0aTSAbiBo8ACoMblkOxlPodn24Iyy9nxBNNJRQ357B5VM6oVVS8HivOqYQ94bVIsqVi9LplMTsXlsDIVz7nKgo7g+FTarunGGHAY6KeQRRGmENw45ffYKpMZtUI3jJpcXhPKQs6ZVqZOuwQYpbm83g6UFPnsgVRGlbOKVhb02OwVXntwNJqto9Cxxk9hK88JCi1JZ7ZNFPvteNwyGAaCqoCuYut+keHKdZQ6BT6wvlF4/PhYraobxamsKhb57UZe08fzqr4DuMLrloVMVj2fmeOnsFVoN+A896DYb8cwmLn22Rw2CaskklW04XPXim4YsVhS6XTYJC0LjqGpdOyGFfWOysoKvNlxftkvsjGYpy9tYSJnQTMgpwv4jBT1Lo33b25jJJrl9NhrS6bwu2VKgw68TplU9pJqZcQodES5JCLgdEj4XDKKbrBnIMHOCYH2fBDDYkXsfhE0FbvdzpLFixnNCBzsn05z3IUAACAASURBVD4//DjwLx/f2vya7slkMplMJpPJZDK9fr0RghqfBlx/ytj6IhcNRS7KvHbKfHbcdomplEKx3z47BX+0osi5WNV1y8R01g4EbltbE/jWLUsDW1qKA7esqgqUB+wuWbJI/3ptc+BDGxsCFX573ZOd4eloUnHct6vvkCBgETEsx0fjeBxWbVGFrzHklhEMCDmtXYJsCQmCQLYQRKkG9siSxbukvtReVFyC4fDzxKkJLm8qQbA5OZ1xYNv/AI7UONtWtfDOK1exuyfGsf7o4NP/sCEYinWj6AbjORFRSUHnToziJgxBxDV+kqbGBrxeLxFrEb9uH1OHJlIjFH6VPwRsaCn18Nydl2NLjdMzleK9zQKrFzTy1MnxQ+msWl1W5CSeUjAM0A2DYKEoKH63TFbRsMsSiqrjtEtMxXNQCDrVnXvMO3ePvcB6m2wJ22WLO51VUTUDl8OKbBXJ5DSsFhG7bCGVUQeBiiK/Haco8Omrm7HbrWyZX8pkLMt4fKaehvvc3AEgJllEd3Vp4auR1wwEQUTKp6lw6FSUV/DmWpEHz+SIpnP885vm89jhYXQD0jlVKA863dGkEgcqrFLhOtLZOfUsqikETw5LklhT7LMzOHHxDqRKXqPIbyeWVHoodPYQgSKgNJVVPUVOWUzpumNXxyBLiiVWLWojFYuyY0zF0CGlCQRlg6QqUG43COUjTEfC3LJpEZ9+Uxs/2d1HNv+yLIsZVkmkNOCg2G9HFAUmpjNE4jnOZ8S8imIKga6y2S9KooDbacXrkgl6bQS9dvweGz6PDZtkQdMNEpk89757Gfu7RjG0PPLOHyLks0iSxNq1a1nQNp+sIfHkyfHz0362765thy/lokwmk8lkMplMJtMbwxth+8klrcwu5vlPbiYSS6KoKgICZSEfK7/0DLn8hSlLg44mURQYmbjQYXLzvCJ8koonMwpAIq7iNFQ8mTGCvjJqi91YJTEwPJl6Arhua2ux4NfjXFYm0RHJ8/cbKrHKNuw2G0V+d3Myq/KRh4/isFr48Poaklntsum0wsH+aSWWUVPxbF7tCaeCqyp9Y09P+8o2lCZz4oYrpMVLlrBx3WUWSbJYesMp7FYx8OVnz7Knx0aVW+Sjy50kRiPcv6udWOM6BF1l01XXcvnGtcTTin77fx0VPrSmWrIIQs2nH2uHc7/IGxgcP3yI/77v26Qv+wBf+fKXef+H/wEg99CHVtMXzfLIkWE+u7WRyWSeb+7qY+2aao6PJdBUjayiUuy3E45m/9jbrwJE4rnSqmJXfjKatQKMTqaoLfcwnciRyuTxOJ0AK7a0lgxN57Wqn922jJHhIV7sjDAu5fjsda28/d59L507EPTYxnxumcloFsMwKA4UtoB0xwRWNdfQF00TtCX4cEOWX4VlvrG9B8kioOoGSl4nlcnnKoqcy0fCaWJJhYoi58XuIQCsryxy5qcS2QGg8WIHKaqOIAiqZBFXqZo+JwAnW0S+d+sy0hP9/OBQhI/9boDbmke5fdMyzsQ7iMeTjGRAp/CwCIWMimQyyd7du2iZ38YfPr6Rjz50jD09kTnn9bll/G4ZAYFYSpkdqLtkNlnE5bAWyZKIVbLM7IsyDIO8qpNTNKZiOdK5lxcwtVlF7vxVO20+C7fVGPRYNzEwMEBNTQ3XXv9mkobMLw6ePH/4UeCnr/kCTSaTyWQymUwm0+vaGyGokXv1Qy4umVU4ceQg+XwegNAVV+J2ygyf2+MfcNtw2CRv3+jcFP9wUmF0NMrk5CQAkzErsmgwOZlA0zR+cCjHWCQFhQwFodhtY7BzjAotxZNRO12nZxZybNmyhQN7dvL+GpHHhy187nen+LtFDmq9NpoCVlkqlmRBcrF3YJp0Nl0ZsFt476aFTkFYiCCKBD0OvvBER1oVUcqLXUEBuPvmhXjt1rxkEbAuni8Wl5SKXzmcEpA8FFc3MDgywdd2DYrLSiSW+bJ4S6vPX04pwGA0zbePCqTXfxAkG/F1d3DoTC9QKiazKvPlOA4jx892neZd890sDFmQLCo+hxW7JNI1nsBps150oTuLCoVCo0Ihc0EHRB2YTihUFLkYmkghSyL3v38lR0YTVdOJJPt27yp0b9GtTMdiNITsXN1WytMdhV/7RaCixIUgCGUD44kXNZ319eUexqczFPvt6Do8uH+ARXVB1m3YxOBgP/97RSnvvu8g5UUuRiIpcorORDS7t67Ms8lll0hl1UJh1Yvwu2V03bDGkvlGoBOIAqtfctihZDq/KOSzucan5rYw/dQ1zdj1LL1jY9xYCX0pjfvPwJ7hPdy5tYVP/H4Ai5gnnBNm7u88wzA43XGSUCjEg3es5cxYjLd+dy8et3yhVkYkjfJHsjjOc9kl7DYLNqsFqyTO3K+mG+TzWmVO0VPT8ZwrdwlzAQQ8NvxumWtbitgQyjE6mqalpYXly5fjcrlw2GS+v33gfCDmLHBT313b8pc0uclkMplMJpPJZHrDeF0HNeo+84TEa9jv/1ICczuMtI/EwID8uY4ePo/MwHjiBLBi9jgDY84iN6uB31qY55FuhUqvnWPKdOEUFIIj3YqCU4K8pvHcCzuoq6mitbUVAFUtLP6vKYYTssjdRw2uLo3S5i0sICM5EA0bvz09xe21WbpOF2ptdsRF9sZ7mU6rzkQ6r0aTCveOJLj3+e7tRz67ZdNQ71mSySR5JUeTT+JU3KD9ZDvRvMhwzMoNwRxTU3mcRYVijkU+e8DttKLrBqUOheTJ58jNvwYEgUOWeVQWawuePT3J+5Z4eVvFEN/psbOnJ0yNAE+PWVFFmaSi4XHKTMX/aJYGXCgcSlbRLEGvrXcqnqsHiCZzBL0yH93axIt903iVCLu6onzh+jZGTk2j6zoCoBvQ13WGf7txPts7J5EkkZKAg2hKYbqwJWV9dYkrHU8rTq9LJp4urJkNA8KJLPft6+P6BWW87Xv7mEzmsMsWKkIuokklOp3IrRoJp6gsdtE7mqDKb2d9nZ9HDgyTO1dQU6SweO8fnwl6nS8GcRYYo5C50QVcPhXLUlM+t/TLmvogt6ys5ND+vTOv1bl0/q4xy6PDMh/5TRdvb3by4NlC0VC4eN2LyckIX3p4O0cTNlprfCTSec4Mx192nCSCw27FLheCF5J0IUSiaoWsi2Q6Tzqb5yU1QwUKNVE2vsJnOUdViQsBgf7RBNkFZdQ2NFHf1AwI9EeSdI4n+fWLQzx9cgwK9VWu6Ltr2/ClzG0ymUwmk8lkMpneWF7XQQ1gPn9iPQ2Al/74/qN9A8SSCjZZpMTvYHAiha7zsp+mbZJlzvOsJuCwGExmoX1K45ObKvjd0VEAi2wRsVsl8vk827smUfKlHAis48jQMMssMcpb4uh6oV0swCKfToU9y38N2hlIa1xbludsslAossGl4ZFg+6TE8ZiEy2LwnlWl/OpEhNODMS+FIqM5YJNkEYlEIjNZKIt8AidiNlKqyB/GZW6rySKK0BGFe588Q325h3ROZWgi1a1qemM0JrFm5VUMJlWQ7YbPJg+7Zcr2Dcf0iqBdbBDhbZVZHh6y86HaLGlVQLIaaLqBZBFnAgh/RMn5f0STCkV+e+1UPDfpdUjFn9gyj2W1fj73u1O4BI2dnaNkFJlKjxW5vp6us2cRhEJwYmpqimBZghWNIUbiWYYnUzNdPLwuK6IoyJFYLlNf7nGMzdp+EUsqPHxkhO8910PiXEZJVtHoH0+kq0vcLrvNYh0NF4poLm0IcsOCUnZ1hzn+uav58M8P89zpCcqLXcRSCvrLkxfmnXvsBi6HQhqKphs4bRLpnIrHJvHtdy2l68ypmc/oPEmEd1YrdMRFHuoUaCn1cmykEKSYXQYjkoPnJmVGMiLFNp3ripMsrS1GC8zjhy/2c2QoinSxLSN5jelEjkxWffmX+5VddP/NbHZZpDzkIp5WiMQKCVQ/3d3H3p4I3RMpJpMvS6rKAzebAQ2TyWQymUwmk8n0Sl7vQY2Ff87gOdkWKgxHs2RyChVFbkYjKVTt4ks+j13CZrPNPFd0cFvg0REbb66XsV74BVwNeWT+zxMnOT5kR8j5z53YAokI3Yli/u2pTmJpOwBOi0FI1qmw67ylIstzkzI/7rWhK2nSukg0keKbKS8Vdp331GTxy9BS5uaXRyfPn08ENkGhLa0+a7Vd4TDQgSf681Rak+yO+OhJWfDZdN60MMRn22eKNQ4BjfGsypm4nWze0ES0tNNhVD303hVMJnPc9UwXzyY8XB1KsdSn8othG5JooKg6ulEIGMxmk0RctkIR1nPiFBb9AGRyKpIoiF9720L1mgXlTEyMM9hzggrZIJwTOTgtUWzTOXP6NMuWLWOgv59UMkE0HsYZg3u6HSypDtI1Ep8JaIgihLx2BsYTktshtau6sXT2NaWyKiWCMBPQOE/Xae8fS64uDTqoLXOj5TRsVgvhkUH6pgw6T3fw9bct4Ie7Pfz21ATDk39099Oc6Fc0kSPotZGeVPnSzQtITIcJh8OvOHhxUOR9167gzkeOIlL4/HpHJ/l9UqBXKCVvCARknVKbTlQVeGTYxiPDcZxSB7UhD29bVslvjo7QN/7aa2lcRBuFIIT1Yn8MeW14XTKj51ranjedzrO3Z+qV5ryj765tu/4SF2cymUwmk8lkMplen17vQY36P2ewADPbT7ZHrCyp9BJNK0xGs7MXZi97D3OqTi53YTGr6AJdSRG7aLCixEpU1Sn22wdcDusGq0XUi51W8cONWU70TPBsshjyWSz5NLfUaly5pYUD+/ej6zCaE+hNWRjMWDgWk8jqAjlNRzdcgMFITiJgy5DTbfx2VEYQwD01yEQmT3nIiSAwTzcMMODLz54lMmlBMEREAZKJOIYuk7M46VUE6pMxPtTgpLI4gFzinX17M9t5RFEgm1XPeFxyW4lb5psvnGWJMMxbiiWcqxZx19On8UkamgFWwSCpGoiiwHTiwntTFXDwyzvWEHTbWfi5p1ALrUM7gZWzj6kJOnHaxHKbJNDf04WqqtxYAXeflZlWDFZbR5maKiIai5NMpRgZHkZzBhjNBlhv7+e21gpWVrbyDw8dK8xZ7GYqkVM1nRd9btuGZEoZptAyd0ZeK2wzSmVmAhvbORcUGp/K4HNZqS52s6nSyu+6clgEg1MDY4yPT7Krz86/b2vlm892s6/3FRftc6JiiXSeIp+d6xaUsr4hwOEDe19pHAArV64iEY9yS0WSJzunOaaXE3WWE1V1rKJO0CYQtBpUOHRqnRoh2+zRWaqqqrlj/Xq++MRpfnFw8I+e6xI4gHZeEkgUgcoSNwYGvaOvqb3sfX13bfvJn3tRJpPJZDKZTCaT6fXt9R7UEF/9kD9i1vaTM3ELrnyCWEohmZmzHWARMMGs7RLxTB5mLSBTeZX2nMASyxjfOCIxne9hUZWv6s4t80S7RchX+x1iR0eWZ6c9LLZNY5sc4njbFaxa1YhhgNvtBsALLCiXcDgcOBxODkyq/OjgWOEk+QzkMwRSQyxeOB/NKGy/KK3yMxDJkMrmsYhi1DCMAAg0hJxo04XMCQ2YSMRAtoPVDuE+QsIAzubNCIJAXptTq6EVeEYUsQGrk9m8GPTaae+PMhp3MK8anKiUW7N896Z5fPuZDo5EJRSjECCqd6oMWUWyeZ3NLcX85zuXMNzfC6Ei3rW6mvv3DgAkKAQ2mt+9pobPXNvCAzs7eHh/D0uLrSxbvoID+/cx0NeD0B2FhnUciNo4ecaCfvYEOd2NXjYflAz27d9HXdDCYH85m9auY1m1n/5YBgOSsaQSAzbJkshwUjGAJIW2r4XPMangd9vOBzV2cC6gcd4ty6vY2uLnC3/oxiMVWqoemraS0aBCVnAmhvnBe5bx2JERvvT7MzO1NmZ52R4cQzdY0Rii81T7nEyal2pra0O0iJzq6ACgP2MBIQXJCM5Dv2DRokVs3rz5FccDDA0OMj01xae2LuLaBSXc+ciJ2dkyf4o57VUcNgtlQefsGiaXKgZ86s+5EJPJZDKZTCaTyfTG8Oct+v//78/qlnA+pvF8V5isqlFpU4kmXrY4k4DT559YJZGBaIYdgxm2T0r8sjNLTpfQDDgak2gWJ/nnLU18YnOjUCIp6LFxq6ZrNM1rpi8B/3jDZfzbnX9PbZGPXWOa4XI6Wb58hbF8xQpWrlzJ4iVLqGlo5J5jSR5un0JEBE3FfuiXyBOdDAYXMZwRaXXrLPDpbG4KIiEQT+WZTuSGo0mFVEbh1pXVbCxW2VSicmWJyuWBNJbYCKSj4K/kWPlVnI6LqKrKivoiit0zUZqdwFavUy5V8ppN12kVRNSh6cz4FU1FPDFe2CozMTZGIBBgU4nKteJpjHQcDIPeaI61NXauX1rO32yopf3YUYaHBhno6eLOq+bhki0AgcYil/2ZT2w0PraphhNHDlJnTDKREzl96hQOu43a+nqei/tRq5fD4FHI58hq4LRJrCwSQc8DOrKoU1NTg6ZpRMZH+ey2VtXnlrXh8aQbqPQ4rOQLwYYqCpkGM+LpPHJhq9B2ztW+OK+51M0/XNlEbqyHDzdkEQWDrA5Ho9AZ01mUOUM4HObw/r1cWe/kDx/fQEPRy8q7zAkqCgJ89PIGnuoYJR5/eSHP80pLSyktLeXokSOoqs7P+mUkuxvnnp+AuwhJkqipqQGgtr6RBUuWzdkONVsqleLowX1U2zI8+4mNXNFSctHjLtFMXY0in53SoJORcOq1BjQAvtV317bIqx9mMplMJpPJZDKZ3uhe75kaA3/OYAGB7u5u9ucaQVfoON1Llb8cw2pHFIWZmhuCwGXnm6TousGJsQRB2UDIC8RTSbD7IJ9Dt7noDk+xUdXpGInnrd6MPDg4SF9fH+NZQLPRcfQAlVddxc01Bt88NCTU5kcQBEEwDIOlS5fx20Nd/LwjztoaH6dzeYrcNlIphaqWNhaVuamoUXhsROY7PXauK1dYaZNRL/zirwNYLSLaS+qBNDQ0UK4q6PFxIp4GNpZovDBpZe9Ulv9oiFETcjKZzO3iXLaCwyaVZXKFqpQignTzsgrvP2xq4OYfjBfuZXoaURAIhULsPjwJkhXGz0JJIyM5Ea+Y49vPd5LVQMeOSJ5QVzstVb58XtUXf+yKRrHYbWNsqI9UKoUkgkXP8+sX9vN8T5Qjaik4SyGXRwjVYZ08w5uKk3z49g/whd8cosoaY1ywsfGqbTQ01NDU1ERlZRX/9MBhqd7noHeksBXC75GZuhCoWkshaLORQiuR07pBjUO2rMrMqsBptQjc866l9PWcJZPJIIlwe53Cg2eyDBh+xIlunjr9LKJYeF+7z5xi9WXrKfLY6Amnzk+Tp1CHYsYH1texoc7DT/drxBTwyS//TtrtdubPb6Ojo4NoMs1P+myU2nTe3CLSY72CX2ctM/dcXFxMoKSchw4M8v51a+g5e4bx8fGXzWkYBr3dXUSnItz99oU81THBP//65PmtQK9FsyhCZbEbXTd4aavjS6QC3/lTBppMJpPJZDKZTKY3ntd7UONh4N+Apksd4LBa+OF7l2MRQLZa6O/vh1A94thpyCVp81pYtXo939/ey8SFxXA3hW0ZAHz2qmbmubJ0dXXxw0QIy/hZdKsD1+mnETfdyle39+C0WiTPAjdWoKenh2fiQcpcEuBG0zQs2Rghq8hT/Xk2FKmoOvzLbzsYiiusM3rY011BeXqQEb2WYrtIy8KlNJxr8XprjcJASuTxUZljvzuD0zqTkCPCuaDGRRasPrcLT6CebcVWft5t5UtbK9gxpPDRX3WQzWuTJR5bVcBpJeS2MZ3XvP96c3N2WU3A/onHjrOxweMQBIGtpRqP9gu0jT7PVCrHb2MlGK4Q7hd+gK4o5JbeRKCkinq7Rntcwm0xuLZGYtvaJdy3fyDZP5URi7126wN7u7lnh4FokVBVB6KaJZXNcjK4FtIiHknhbasbSR5/hoGeLmrm1dDQUMfo6ChHwyofaJDZPikxLDTy3hVLcLuc/POj+ymywhduWsGGL79AJq8hWcTZNTOgkKDzFLABmB9PKfg9NiUTSW8HlgOeMp+dmpCLnuiFOp9pFUY1O8JYO1gdJNd9iCdSClviIm9e3cJ/Hx1h/9zaGvvOnQMoZH58Yus8jh7cT7NHY0fYyg0VL080Wr5iBaNjo/QMj/OTPjutXpUtJYXrb2hooHFYImxtwOGw0tQyn9t+fJCjg1H+cGqC79y6FG+wiJ7O02ia9rK5p6en6TzVzg1Ll/GlJ88w/eodauZw2iRfacihR+OKOP3yTiaX6rG+u7aN/qmDTSaTyWQymUwm0xuL5fOf//z/19fwV/Pxrc363c+cjQE3X+qYMp+dz9+4kMn+Tnp7e8lms5zKurGdeAJHfIhtly3mhg0r2N41xWgse37YNBA6/2RNfYBSa46hSJwDMQfb3ON02mq5sdHJzaubWdtcQ/9UNrN7KGXdOaZzumeAlLeG3Is/pyjgY9myZQwPD1NlU3h8xMJo5zGezlRR5hBZ6VN5vC+LIsrEDAdGcppMIordyNEYcszch082WB1UsQXLODKaxMAgk9OGgWqv3cr71tUyPRXB6/VSVFREcVklvRmJQCDI1UubjJFYNv94Z1y/Y319ekN9UBhK5rySLPo/v20+Dfl+9ocNrgwmJU3Nc7RvktGpOKvrgkz3neLFMY3ReI6DWgUbyy28uVYk4PNht9tZW+1hwFqO0wLvrlEoDfl4dszCA4eGtYYit/zhNRWyL9FHmyvLqoDKW5dWcPvGVv6wYw9JWxHoGvYX/pNF9gRvvWI1y5ctRbZaCQQC+Hw+9kzbyCl5FrgyrGiu5slBletbgzzywiF2TQjcVpXB5/Xi87rpGE8giALJwuL9NDBOoUBpCqgGUBSNkN9uiSaVOgrtcPfGM6r72dMTzts2LcDn9TE4Mc0Pe2WaxQiZA79BHDmJbegwC1qaOKMV8eszMV44GyGnaOeDSee/L04A2SLy4AdXEx7uZXp6mnK7znOTMpcV6TS3LcJus5KIx1m0eDGSJPHCgWPc12dnTSjPxqK5wQmnBQ5EJd67eQnffL6PJ08Waq6Mx3M8uH+I5oogG5a2kE4myGazc8YKgsD8RUv5wu86OTwQvdT/MgAU++0EvDbGIqnDyYxa8ZoGz/WRj29t7vszxptMJpPJZDKZTKY3kNd7TQ2ABym0Ib1k04k04XCYVCpFQ0MDfruVmkWrufrqqwmFQmSV/ExXlHMumqf/1LjMYp9Kc3MDQbuEVlxIGBFFkWKXnPiPrVU0j+9G8ZSC1U5yze38KtvEO39ykK91CPy4x0peg7PBlSiKyulwhmcGM+ApgdgI8qmnMexudCVHOD63LafFYqF5/gJuX1OHkddw2CTqyj3LXXbplKLpuqobVDUvJO+t0s+kXdGDE/pQOJVPxzKKXu53Cp/Y3CBj6NZ9AzGPlByTbwpNc1Othc8/cZK7942Tz2b4yle+wqlTp6hwaEzkBCbGJxgYGIBIP1rNcgj3YPQeoKGhgYaGBjZv3kxDQwPvqcnRnbLQI5Zx1fJWgrJ44gfvWmoZjaXEOx49yc+7DaJKIYPlvp/8hI89tJ90sAHn3vvA0JBFkZqaGrrOduL1uCktLWV+WxsrVqzg8ROjbHBNsXzFClbObySbzfLFb3yXh/vhpnIFSYSB3i7ev66WoNfGdDybpLDlpAVYcO7tC5x/H3UK2zPOteH1Uth+4zg1mti3/v9+nkdPRbmvz8b19Taum+fjmmuuYdGiRbzpmmvY0lzCj9+7Bp8okFZUyouc1JV7KAnYcyIUnT/HP13TjE3PMjoyAoBTAodokPHXkDBsiL5yVqxaQygU4rcvHuWnfTauKlVYHXx5tkWNSyetiXhcDo4Px+b8LZPX+PRj7Xzy0ZPMa1tEXUPjnLbFdQ2NnBhN8cihS//vIopQU+pGtlroG02QVfQ/p9JoB4X6JSaTyWQymUwmk8l0SV7XmRowk63hAa64lOP9Tpl3rapiZOhCi8u+rJWKslIWVfoBKCmv5Lftk4zFZ37pjjArU2Pr/BL8ksJvurO8o0pBEEA1oD0usabchm73cmwwPr261uuLjg3SGdXRXSFs/fu4qTzLF9+/jXp1hMSRpxjRXGCRcb7wLRY7U7x9dRO7RvNg92LteAq14TIs6Qg1VVW0FdkIhUKUllfQ2NzK9p4E7/zBXsbjORLpfDaX1zIlQWe112nVhiKZ4ZDbJreWe+WlNUF7XdDu7RqPWmOJtCBHuhns72OeM8fPTmVYVx8iNTWBT9LwTp7ilBIAuxctnyNIitryYvZPS2wos9ChFdGruEG0INhcDNhqSOoyxUYc8dz62WG38fZ1C/jWnhGePTXR8+W3LGoN2CVWlMpU54YJ5wSeHLVwPCEz4mokNdzFpy4rZWFLIwdjNq5vDdLU1ER1bR2BgJ+S4mJkWeYHfzhMOK1z542XoWkaDz74IO29I4wG5yNMdNEiTRMIBFBVFacvyHPdUWMonE5R2Do0q9cNdmZtzbJaRBw2C5VeOw/fsQZZEuXDA9EK2Sq2DyeVUrso8KnrluBxuxEFqK2tJRAI0NDUzJ7BFN/d0Us2pxFLKqSy6iGnTWouCjjwumRqQ04+e+08Ok4cndPtxOfzsWNY4WtPnRl7umP85Ps3NFY+vP2o8GC3ylsqFJo8r9wZ5WTMgp6I8JkblqEDhwam5/y9J5zi0cMjbGirpq2xhkRsGpfLRVVdI+/+8QEy+ZcHSy7G5ZCoLHIRTRbaHJ8jM6uDzGv0b313bdv/J441mUwmk8lkMplMb0BvhEwNgPsv9UBB4KVZGPhlg2lFnHWMgG68chHFoEvm0bMZ5rk1xHPDlvk1JnLizNzRjJKzSBINDQ1YShsRjTx60zrq6howdAOLxVLoYGH3gKEhOv3U1NTgKS7H43Tg1xPUbbsDlwTN8xdSVd/E2nUbUDyV/LYnz9/cf5R/kVczzQAAIABJREFUeqydbH5m8bs/k9MCg+NJbllZLR0Zi1Uf6h1zdLYf5dlnn2X3zh3EI+PEkikUpfBju0uCm+qtfOXFMXQd8vk8ixcvRLA5wMijV7Sx07GChCqQU3W++eRR9k0Y3OgaxGooyDYbV5dp5DSDe3rs/H7MSqiklOWr1vDk6alkqVMezho0HDhxin379uL3+Vgwv4XNJSpLR/8AkgyCiNz+BM8//yzXXvsmHHYbrQsXs2zlGgZzDm66Z/eBwal0ZjqW5Plhjc+8aSFjY2McOnSQnp4e9FwGZDfG0AkGBgbw+/1s2LCR33REWFLhETbOKwq+5OOLMKchL0QTWYq8dn7z9+sgGeZjW5pYUuMTy4LORWNT6faj/VG2fH0nhyd1lq9eSyAQIBgM4g0V88+/Ojl7qtG8qs8bn87QN5oglVKoDDm57f7D/KxbYDBd+LK43W5u3bCA7skUWUWPfO3ti9f81+4zwi/OZnl3dZYa18UDGg6HgxWr17K0zM7OgRRHDu7nA6vL+dntK/E5rHOOnUzmuO3HB/j2zkGWrljFqlWr+OSjl97StSTgoNjvYGgyRSw5Z0wpMPgKw/6YFK/h/6nJZDKZTCaTyWQywRsgUwPg41ubo3c/c/bNQPmrHRt0ybxnbS2SKOBwOPB4PCQ0ieGMwBVNQYLBIH5/gMeOjs4uFDoNzCyOF1X72D2Q4JYaDbHQcARRgPa4hRKHSMDv57kz4dEbFpWVHO0ZpjttxSeLWEQB3YA1LVVEImEcDgcHYnaK8mGK21Zx6xUr6M1YCefgq7dcxv3tMZpKAvTFVAanM/H/86uT/b88NHxmb8/U8Ggsm511TXGgBLAbBvzs/atxhc/w3JDCM0M6JbKGXzYYzYpM50XavBd+qfeLOeJyiI5pjWZXHi1Yy8nJHBZ0bl8SZGVDCT87mUTRRWLYsO/+IauXLSYi+ql36+yNWPmnjRVc1xzgRETjl2dSPHRwOLawwivfuaUpqE+P8dPTOdpcOWJTYVpbW1FVlYSjlI5wDtQskp5n07L5yLKNE1FY09bI3c/16F95+qwwkcidfGDfQGtJ0M1EWuWaaomzZzsB6Mz7GHXVQDqGUbuCtqY63nLlZfT19/GDg+PcXCNw2+YFPLB3YHbh1AFmbQ0B+My1LQzEshSnB4lGJtg3muP0tEr3aIJcXrcDKUXTHU93TNA5keaWyxdRXl7ORx48ytmJ5OypuoC680++8taF3NTkpEkbI6vBzoiVPRErij3Ab46MMhaZTjZL4apwSmHXsML767MELtIRBQpbmhYsWc7jJyNcvaiK35yeYrkny/jYCNXFXj50xXwO9EdnZxcBcGwoxlMnJzg1GufxY69en/P8dhMDGJpIoV+8Q0o7UPOqk831w767tj32GseYTCaTyWQymUymN7g3SqYGFDpavKqJeJbnTk+StoWYtBQxoPmRnH4iisi0tRjBV8aRoTgj0czsYZ7ZT+59sQ+/XeKKy9cTCoUIBoOEQiHWlNvYF7FQGXAxHs9mPU4HxzI+1td4aSj2saAiwMGEA4sosGTpMjZsugK73c4/3XI1I4aP50YEHjo2yfB0ZmrDl58/Oh7Lju7pm5qKZVUtpWjutyyvbP5flzesK/HY1lLo+DJEoUbBAcAPhXakmq7jsBjcVqNwXbnC46My/zUgEwmHmYxM0dPTM3MvhmFwxzI/gxmRHV2TfOf502wsE7lqUS3tGTdbF9ZQP7EXBBFGTqGmk4yPj1Pt1JhSLCzyqdy1Y5CailKq/G5OD8Tiqq67njg1Yf/3x49QIiZZHczz034biUSKEydO0NrayrNhB9tqBNa5pnRl/tX6jTe/lXB4Eq9F4+RYgrSiGRQWz5qqG/z80AhNIddEoKgEm83GyZjIKcp5d3mSdfRgt1rZF3PwuUf28Ntnd5LNKfSdPEQ+leDjW+fN/vjm9Dz9l+tauXlxCT5ligf29vBEV4LHu9OUO2Xyqg6FOhvt549/7vQEV359Bx/9xTF2ng3PnmonsOz8k+sXl7OuPkBvVyEAs9in8Y6qHHesKqM7nOLUZByrbHVHXDUcGE7xVt8wnj/Sq6i+qZmjIyn+r8c7ePv396MZAvVtS5Blmd6us4z0dvLAB1byNxvqZg/bBYx3TyZ56MCrJ1e4HRK1pR6mEzlGw+k/duhr7QWrA994jWNMJpPJZDKZTCaTCeGlWy1er+o+88Qm4IU/eXy5h77RxCv9WaMQIBIA6ss99I8n+M67lrGk2k80lSOlqGQUja9u7+XG+SV84YnT29+5snpT+2SStdU+uiMpwuk8ec3QRJgMRzMTGc2wBL222oHx5KG6cs/abFoZ8nvtteUem/S+1bVxwdC9X9vZi67r1AUc3LmuDKtFYDRr5e337pt9fXuAywA8NokD/7KFndufn/ljOg+P9CiM6m7IZ7FOdtFUU05VkR+3ZFAZ8hJL5ri/MwuGgXf3vWy86jq2G0388gNruPHevWixcQy7F++L3+eTn/wkA1MpHh6y8cUryvji3hgypJ4/NaEBJ4HL/vbyerKGwYH+Kea5NXQDphSB99Up9Obd/GEwzx0NOVrbFvLPzwxR5LSm/veWOtc9Tx0hZXHypZtXcPP39ky2D8eLHTbL4dKgc1HfaCLysS1NZa0lDu55sZ8vXNPIvMpi3HYr//jLAwjZFL1xlXhORYyPYxs5zsqVq9iwaTNf+v0ZxhO5k4aBxTCMVoB3rKxmbZ2P3S/u4kBHF0r9ZWBorApq+MvrePjQMIJQ2I4kWYQwUCQIwsxrApz/95zvhygIBJxWVFWd2Y4kAhbRwCHL2GQr/SNjYPMUJkhNcaVzjHfecC293Wdftj2qrKyMUFUD19y9i0Su0N61PORkSaWPr9zURuepk0xNTeFwOGhpW0T7/8PefYfJcdeHH3/PzO5svW3X++l00p2k06kXW5JlYbkhuWBjcKEGjEMgYBISSH7pIYkTQksoCaEE02wDbtgGY7moWe3U7qTrve/d9r6zU35/rCRL2MSGYP6I5vU890i3O7Pf2d3v/bGf/ZT5LH/++Nnjs7HcOiBy7j1Zx7lpLL8kBQSrS51lNllyTi+kewuqrgJWwEUxWPbLJTxjXJSR8gY8NPbArrt+jeNNJpPJZDKZTCaTCbi8ghoyxX4Jv1ETw9cJagCEgDKvW8btsDK9kH7Ngxoq3cZCLDuRzWtDDpsUqPA7l4UimX2VXvtqi81SvqHOmzk1l3R9YEMdZ4JJ8qphvH9jvfDz/gXmU3nGwxneu6acHe2NdHV18aO+JEcXDHxWnXubFex2OytWb2DtPzx/8bL7gW0iUOlzcMeGOk6PzRJXxAvRGCWfpyDJoKlI0114K6rxllaR10ETrSQzOTK6BLqGNNfPekeEU6VbKMvPMWOr5Vapl2eztSy3p/jr99/M6Ogof74/xuff1s493zyG3WllMpjsVHXSFCeI8KkbWtnV6udzz3UzlJIQMSjVEwQ1O1vlGTa2VLNh4yZG4yp/9PgZ5a+uXSoXCnke7Ynwzzc24/V6WfFXPyfgsxNLKlqZS5Y++pZmHuyc5p92L+PwSIR9g6HT//3+jat+vucl/n1AYvn0Lzjp3QSGjlDI4XI6qa2tRTMwzs7EBQNyhoG9ymOn0iOTSaeJxOJkJBeIFoTwGF63k7YlLcwlC5ycjKHrYBiGYWDMqJpRq+sGum6g6aAbekHXGQSWQzFG8ci9m/CoUSbGx15zj/TmPfx0rICha5CJIUSnda1muXjryhruXF1J/9muC+NYXS4XHWvWc8fXD9N70f502S34PTbq3Da+dvcaFuamGR8dQRRFtmzZSl7HuPO/jggXnaNQLI9JUcy0cABVFlGoqK1wkS/ozIV/ZXaGem7/R8+dn6M4ErfpV51wEQNoH3tgV88bONZkMplMJpPJZDKZLnHZlJ+MPbBLAV54E5eIAfhLbMxHLylNGadYAtIDhJKZglBaYm+8urX8mg3NpWtuXVll7/6b66577Pc3VbhskvAnOxpdjX4HswsLzEXirKhyCV6rRnNhipMTEaLpHPmZQVRVJZ1Os82XRccgltMYGRkhl8uhGjqlJTJlPju15S6aqks2NVWX0FBdgsNhoaDprPGqvK8px4eacjglA4fFADUPWgH3yH6u8cR4R73CuxsVPrgoz91tDjAMhMlTiKLAydIt5FWNaUs14vwgpX4Pty62MyBWMzM7S2trK4IocMtXDjEbzxFN5qkud6/noikj//zzfrrnc3zq+hX8weIcZXqCKcNDoaBy/LnHGR8fx+f1AAKaZuQf65qLrV9UQTCe5tixY6TSGf74uiVIkkgyWzhZ5bXzYOc0H13nx+eQ+bunenmpf6H6kWPj3LDzapb7BEI1m7CGhpGi03hOPsyfbPLzVztq+X9XVQmfvmYJU/Np+/RCeuCqRX7+YkcDS8qcaHYvQiIIap6Srse4tiTE+zu8/PWNbYTjeaLJPLGUIsRThXg6q5LNa+QLOqqmo+sc4lxAA+D3tjTR4JWYnBh/1QbKqfDfYzJPjSm4LdDmEyi3FsiV1IpTC9ljj3bN8dHHemlfu57y8nJEUaR1RQefeabvkoAGQDqnYpVEDo9EuO5LB0hZfKxYtYZFi5pBgMmRQeFHH9rM7Wtrz58in7vOjcAmoKPEaa2or3QTief/p4AGFCfFVAHLgA3ANorBjV89ouUVD5kBDZPJZDKZTCaTyfSbuiwahZ73xT2DfmDXb3Kuz20jkVJeq1lAmGK6fcblsFTbrRaiyfw0cAqIA61A05IKd/l92xY5P3J1E53TCf71piU8eibI2+sUAj4fczNT/Hw4SYc9wbb2RfzH4Rmyqs4trX7KfCVGcGpc6FzQyak6Nalh2pYtJ5PL8tzpYSaSBobNRW/WybGYjecGwoiSRDavkcoWCMdzL0STyuJYSqHMKfMPu9vQwpNMpkV+OGVjpc/A6/VS74SQIvCxW7dS5vddGDGqqjoPjsuUWAyq9DA3NDlYpM7Rl7GBxYrtyA+oqaqkuTrA8ZiV9oYKEjkt+8iJGTGv6qJS0MkpGl6XFdkqKZmcOkuxZMf1XG9Q+H83r8ZqtTC49wmmVQeIEkr9GqT5IXwuO8sWN+CWpczRyZi/RZtmf9BgU0BldmaGF4MiogHBRF4VZcm7o6WUu65s5Ut7Bjk1GQPo29M3XzOfyPOJna388GyMDd488646/uyd11BbW0vP2bNEwiHWtjUhihLHJ2LRk5MxZ+dc1qKJFm5rr+FMVMepRLixvY4bdt1MWnRx9zeOkVEuGX9aTrF/yflIwcvA1vN3OmWJ731gE2PDg6TTl2byDCSL70VaE2grUQkpIu9uLLCyrZXZgowFoXY4mOxTwfnk2Xnr9WuWsnLpIvYNRfnsLwZec896XDK5gkoiqyZ+cmJ6dMvSSqGjucZ54vhxwuEw0XCI265czuJyN3sHQmgXZW1VlzpxO61MzacunqDz66gA9vE/Z2tkgbvu37k0/JssYDKZTCaTyWQymUyXW1BjFvgEF2UL/AoGxWDFDMVMi1GPSw4oqt5T0PRhYB7IAHbAS/HDrK22zMVCLDurakY90EhxvCWr6308dO9GKsUUmfAsB6dzhOemCeYEVrkyOF1OvB4PT3dPM3XmCE1+B50zGRKqSJs6TkNzi/DES0cZDMbQXWX0xeHJwSQvTReYzgpooTGwOhBDI6zLnOYv3/VW5hIah4fDFFS93zBYCxwBamt9DmF3ezn/fWKezriNv76uhVs2LuE/D03yoQ4HPaECK1qXsqG1genpaQCenLFS6rKiiDbe0uSiJuAhUFXLwYiMsDCEMzTIbbfdTk1NDTXl5fznkSk+/+yA1WaVZm2yVJLOqgIQSmULwxU+x7JUVq3QDaME0HWD3ud6gsmPXN8RGB8f54xeif3gN5EMnfmmq1GVPD4tztWrltj3DYeFWDLNVFZig08lpRq8OGvw2VtXsG8s6g3Fc31HhiNlPz4+xb5XmnQOALXd03GpvdaHR4ag6CWNjRsWexgbGy2+4YZBLBLmrZuXc3AsFrA7LEwupOibTggv9C1QUmLnQ1c0ce22zZyYyfGBB0+QyKmvtXfSQCnFUo6lFHtPAFDQDCbCGW67chmSKBCPF0tXHpuxciJmxTBga1mB/pSFHeUFKu06QibG/nmRhz+4iWAyX3ZsJJJVCvrEgbFI6cmpBP+1bxT11RNI9gOzslV02GWLJZ1TnZUee9knr2t19nSfJh6PF6+nUGB+boZVi2u4fUMTL/YtkNV0GirdFFSd6YUMrz3c5A2rAUZ5dc+N89419sCuff+rFUwmk8lkMplMJtNl7bIKaty/c2nyi3sGz0+gGAVGKGZZTFGcepGkmEHgpNgEMUBxDGy9026RNV2vyhf0Boof1gJc9IHVLksOt8OqheK50ovXFAR47v5tDPf3MDM9TS6XYyYU43jCTrMQZmmpHavFQu/oFPuG5pnX7OwbiZIVHRiSjWNh+FlfmMmchYLFDhY7hihTQZRv/t5byPe8xOTRPQgTx1GXXUugNMCa+gAJXWbvQChHMfhSSrHHwc8/umNJ4GuHJ5xut5sv3rqcU4f28s8/68JlMVjqVIjkBcaiWXauqGN8fJxZxcbRmJX/uHs9D52YYXu5BobOMbWaiWiO9ekuNq5fy3XXX09FRQU/7ZqjazZBKqOgqLrHX2LPxVNKH+A0DJo1zaAy4CCeUqj02MRvvHtthVUU7ZG0YqxuWyTtGUmw2pFg49I6ti3y8Py8zNG5Apsb3MIViyv4r+MLyBg0uDRemrdSZdN56EyYW1ZW8WLvfJlmsC+ZUysplkQcBdopBp8mNcOY+5ub2ku/dXRa0DWNOiGC7aICrKG4zr+8vEB7rY/xuZS4kMyfNWDKYbNUuxxWfu/KFh46PsvfPtV78QjYX1ZKMUOhlF8aDQvQH0zyxKkZdq5ehOj286WTSWTBIFkQub5KIasJxAoi11WpF/bP0YhEXWGGd2xdztJKj+25nmBpJJk7kNWMGqfDKqayCueSLHLAYYrlH3WKojoDXruUyRb4wQc3kgnNEAzOXXI9hmEQmg/icVhpqK1kLJ4jGM0QTSq/6vn9OiSKAUAfry51+8zYA7u+/NtYxGQymUwmk8lkMl2+LqugBsAX9wy+jWKjylqK2RRNQMO538soNhJ9VSaHXZaQRJFM/jW/nae6zEUkkU8qqu745fs+tG0RUxNjqKrKyMgIxw4eIF+3mvm8SGdM5qUphc55lYIugL0Ey1QX1sF9qNXLce79Ctc1l7DKo9Cd8yGk5rGEhvAGKvj+2ShhS4BVjRWUuWSubinlZaWGVYtrCTitPHZy5ohFFFa1VLjZ0lKGIeDvj6TL3ra8jKu8SZ589gUe7o2T9DShdj5GeYmdupoqTsUsvG1VLYLFype7s3xiaz2zQz0cWhD4yPVrmJyY4qGhAmvqPPpHb94qbL7ySsYiOf7hmb6p7x2ecAqCIHpLbMRTCgGPjVhS8VKcshFQVB23w8qSyhJ+ct9mSEfY3t5g/ewvBnpKA57K6UiCmzrq8Pv92ERYH9CRvWV89UgQS2qBhYyKCjgl6I5biKsiG3wKd21chMNm4+hYtJFi2c/+c++z3SoJwqduaPV+8tolZS67TRAEgZOTMRySQa3DQNXhx1MyJ2MWbq5WeOsSL++4so0fHZ+qKGhGdYXfERMFwf5ve4Y4NhZ9I9tsAuj4VXcm8yrPDy7QOZPmlpU1nJzLcGtNnnqHzhOzNt7VmL802JISUdUCYmyGlU2V3HXlYvb2hxomQmnBIgnxyoBLVlUtrqi6m2KwrglAN4o9Xj62fRHLAxaGB/tf83pUHb5xNsvZ+Syf2bWM77z86n4f/wtlFN+Lpotuewz4g/t3Lr08uhSbTCaTyWQymUymN81l0yj0Ig2/yUmKqmG1vPbLZbWISKJAKlvwA32/fP/IQgqXywXAsQWDzLo7wNBBV+mYfZ4/bMnxZ2vtuA9/C0QJeaYLWS32XLBYLKxZuwapdgVum0R7YRRL0xruW1/Ow+9Zy45ltRyXlzG8eDeRsnY21fuDn3m2X++dS6Rf/KNtW3r+7nq++741OOwiTqe1rMphXZhJ5nngZJ5nlSbUijaE0AiZNW9nLGtl19b1RLOqoesG3+6KU2dTyU31kslkKBQKOB12Tuc9GIbBn1/bJoouv/Znj51V3/pvB40nTs3UAQejyTx2WTJEOG4YWClmvhQAzW2z8LFti9AF2HP4JKPDQ4wODfB3Ny9f+YPOqfSm5ooLr5vFYmHduvV8cGsL99TneGZcRRQgXhDYP5NHM3RWelU2lWoM9p7h97c3017rgWJJ0FqA5jIXT310C7tbvRw/epgDBw6wzqug6ipHp9K8OBTiK8N2SiwGf9Cco8GlMzM9hZCP82/vXAWAbBV9mm689jib1/Yrm1BIIjRUurHLFqYX0jx8cppP7mjhho3tPDZrp8OrUmK59JwGp85IWkLTNPp7zpBbmOLJj1zJW9urhEgi75uaT4llPoevKuCAi7KHADw2C7JFYrDv7GteTzAHXxux47dL/Oc7V/Opn5z5NZ7mG7YV6D33/y7gPWMP7PqNGnWYTCaTyWQymUwm08Uux0yNP6VYGvBrEQSBEqeVRLqA3SqyosZDQTPIFjSqS50k0gr5YtPIXooZIBesrPPSHJD5eneGeSmA7dB3UKqXY10YIlK7gfUBg46ODspKA5yJ6Kxe2c67btrJgaDB21fXcNPu3XzuwDR3ra3mPTftZN9YgrqaGgqqkR9eyFjOTMXom0moM0lFieRVX1uZQ3h5PCaLY0d5+PGn+daIRCZfQLZamEzk5RqfU7rKm6InDtL4ceTe57Amppmpv8pwyBaheyoiHHnucXoVH++qzyMIkFHhdMzCWq/C17vTLKssIZtT46PhTHIyminpD6ZyFD+w5oEhm0WqdtgtjYIgoBsGBVUve9+VTf1fuXt1ebklh5gM8uMxWO9TSadTlAV8PNUftd7SXq1Xee2iks+zYcMGNF3nyOFDOESd9T6V3vk0Md2OLtkQolNUiFliopuss4LehSzdM0kMURi3y1LthkUBrm2v5PjQNPv6pumLQ29UZ0/PFNF4goKzlOmMyA7bFFc1uhAuys+JhsN0LG2kwutSz8yljHSuYMnk1GPANMVJIa7/YbtM/vIeAPC4rFSXuYkmc6iqTsBrZ2IuydPdc2CRmUxr3LvCfmFc63lui86RiJUNgWJT0mQySSIW4Z1XtVPrc7J3YIFIIo/bYaXM56hK51RJ1w2ay1x8eHszz3RNsML96nKSw2GJnwdtvLVG5cPXr+MzPx9k78DC6/4t/AZEiqVdGeC6sQd2zb8Zi5hMJpPJZDKZTKbLj+X1D/k/R/51Dq722llW7aGl3M3R6RgPvW895R4HhYLKj09M87dP9yJbROKpX9mDQB+LZEJP9qYq1tVV8dWrF3GoQ+afTxf4xM42frFg48FpkY5VCldffTVxzwgvTSlcceV63H1H2XnT7Tx2YlIJZ1T5F/1x/n3vFAtphZGFNJPzqYtTRw6OziW37/nEVXzh2dMoqsaP43VQXg+FApVyjk/e0MEXnxs8vrXBu/mbR2Ksq5FY17pBf96pZm+97iqXr7JW+KvnRsjmC/S62nEef5Qx6wqam5sJ5kU8dokxzY2iLiDqRv+NK6tbvU6Zuzc1sm/wF45YprDu3LW8vBDNOhurS0hkFDxOmT+7binv3FC/TNd0TvX30uyEGrvIT2et3FJbYLCvD1G0C4dGI+Mf3r64eXHzIsLhMGe6u4FiicTJmESwYL2QX6TLDgazAoGURFDMEUyliOcKMadNalpb78PvtDA+PYeuqQgCWAQQRQMlEQZbJSCA1UZnysVyFewX/TXIsozbLpMsaBarJJDKFqA46vQ8jWLvjJUUAznKuZ/Cud8vUVvuQhIFJuYS+EvsuB1WJmaT6ICq6zw3FKLUbqFxaQeByAKjw4MXps8EZCgYl1ZEJZNJTh47wo62Faz7gyu597snmI5kjRKndaKu3LU4mVH45nvWkQiOsZC9tMpD1eGhKZmMKnDvohzrVnWwpz/Mj49P/ao9/NvQDHxy7IFdY2/mIiaTyWQymUwmk+nycjlmanyEN5Cp8ciHNvG3N6/gXZvquaLeyTKfzrPDCdqleYYGB8mkU1RXVfLSSIRMTiWbvzDaM0nxQ+0ZYMrvtpXOZwv+D1/ZQENmhLm5OTRJ5lRU4E9v28b1q5o4G0zxZG+UTU0BdTKuK/vH4+LwTOL0cCRbNh3OTh0Yi3jDyXy8czR6IpopNOQLOgGPjWRGkQyDBYrfgDcA8uo6D7uarMwffIwZVzPM9OA89j22NQfYun41gwuZ2h91B43VdT7hT69vN5oa6oVVy1vldCLKwnyQgbFJ0o5yKOSw9u3BbrezevVqIo4qYnnD+OnZeb3CZeVzt60sn5kY5eTJk0hWG7vXNvGDo5PnXwPVAL/TbqG8xEZjmYv3dPjoPn2KyspK3CUlhEIhWt06exZkym06UcVgJifyN7vb/c+cmRtaUuEKnDx+kq4Y/GzOyv6QlZwugK6Rj81jSFaw2FhpT3HTIpl2r86HrltPNKWMf+72lWUrvQW8yUkWOwu0egWuX9vKlUurKUnP0pWyk8rlQCuAVqDGJfFirISZnECjU8dX4mLDhg0kkkn+49AEkiSxqd5H71zy4i2yH7iaYmmNB/BT7B9RQbHx7ARQ57BZxPoKF5mcymw4Q4XfgcNmYTyYujAeuMxnxwAGZpI83DnJmuYq1q9YTCoRR1GKwbKTUYlFLg3nRYEXXdcJzQfxOix8+LoOEnm1t3M02prIKKyo93F4LEyNGuZMQqLRqeGywEwWvjNhp96h8856hebGBhSblw999+QlI13fJKP371z61Ju9iMlkMplMJpPJZLp8XI5BjXuAutc77rN3rOZMdxcDfb2E5ueIRiOdlFnqAAAgAElEQVQcDkusLckCoGkazYsaebx7jplw5uJTSygGTRpqy131dpskz4XSfPaO1YyNjqKqKsd7hxnO2kh3v0A0GqXdL9CXsvKdo1P5u9fVOCZiOWHDokDVwHxK/OOtVd6fDcTElZVuR+9ssoHiRA+HJAmOEqdMKqtOUCx3aAHQDLi+o46z0xHGcjKC7MA5d4YlS5bgcNh5cVYTpmLZyBdu77CVOGSx8+gR4UD/LI9OwP6QlbTsxYjPIhg6hq+Ot1+1ihVrNvC1A+NxXdelWE6z/OXWMmGk7yyxWAyAWDTC+pVtjIUz9AeTSaCyxGbhvm2NjMfypHMKLfosuq4Tj8dpXdrK/HwQVS1Q59B4fNpGNJ5Ei80hR0YRS+v8//L8kL5/QRQjedgYUNlVVWA2L5LQZW50TDOtyDTbcgwKVVgEgwq5gIDB2za3lfX3nGFmuph14Ha7aV+9lkOTGRx2G4eiViYSKvVSBtQcgtPHVbVWbqzRmcwI/GLeRkr2USPneOapp+nO+8DQ+fc71zAXV+grBjb2UmxC+lrO39dYXepMeN2yPLOQFpLZQjFbQxKYnH+lPYdFhHKf48JteVXn6e455hIF3rm948Lo18msSEYTaXC+uhWFks+zeFEjO5dXlWuaTp3fyb/c3MaZ4XGenpVxa2n6Z8JMpTQOJrzsrlLYWKphtVpZu3Ytf/RIF6PhX6dlyG8se//Opd/+XSxkMplMJpPJZDKZLg+XY1DjemD56x23vsFHiaiQTL7y7fyxiIW1vmKzSk3T+OmEwdB8ini6cPGpVpssBusr3O7suW/nVd3gPZvriUdCdPUN8WzQSkH2MtLbTZlVw+v18OFdm3mia1YfmE9aOhxJnhqIoWgGk8EQpSU22msCvDQQguKUllQ2r/WX+xzVsZRyHNjBuYktM/Esn7h+OY/0JVlZZmVasfHWFh+LFzfz0LCGZrEzPpcMTsdygZdHF3hkIMN0TmSdTyWUF6lxGFznDlKpzBKqWkuQQDKdV9M5TfePR7NSiUVnhSWMcdG3+oZhkEmnef/O1Xzn5bGuzYtKa3/wwY3U2hReGg6TVWGDv/i6KYqCLMs0Ni1iemoKjxUmwknGtRIymQydOT8jCwlhcbkn//HtzdL2GlGw5WIcikj0JST+cLlIU2MDDpuNwbyDuxvy/HTWhm4YeAoxqqtrKKgq0WiExsZGFrcu5++f6eeLzw/x4lCYhUyBf7qmhgOzCq1lDlb5DF4I2/n0HdtZU+Phnk2LODo4wzdPzNOTsKArGYx8BuvkST5y+w4qvbbxl/pDq37FtjkIbJMtIvWVblRVt08tpBc03Riur3BXarrBTOiSABi1FW6iyTz5wqXBigujX1c1saSxjrn5EH0J6PBq/LKNmzYTnA9y+vRprlmzmN2r6+k+fZIaSw5LdILuvIeM7COcVnirfYKl1V6gmOmRz+e5Z/sKJqNZBoKp1/uz+N9y3b9z6Wff7EVMJpPJZDKZTCbT5eNynH7yhuZVltiteL3eS26zSwbz57olqDocGY/S5L10gqvfY6OmzBUIRjKE4q80fPxFb5CvDwj8TFkMqgJ6gXzNSh4vLOEHoyLHx0NcUe+dzqk6x0KQVgUMHXqTErsbJFbUlFy8TDmwtqDqoVKvfSVwjGLZC7mCzomxCEHFwu/vXE2tS+RYRODHAxnmsgLrq2xUl7sWHZuOqVaLxCc6rLyvMc/RmJVKB/zRVQ3cec+7WXX93dGb22tDs6lciapkA5PzcbKqzl21r2oXQVlZGatWreLoSCj1tXvWrPziO9oZH+xheKCPt5QXUA0YS7+y1YaHh0CSGNACPDguM64Vp+hKkXHse79G69QePrWzxfHoydmR6romEoFWulJOvvGuTbSuXINcsYjbt68lqcvUlfn4QFOOE1Ere+ctnDnTzaKmRrZu20ZJeR23fvUQPzkxjcthwW63kEkrVFXXkDZkmtwCO1c1Icsy93zzCDlBzooCXOGKsnr2OQwMUBWE2DTj4+PYrBJ3rK1rvHND/WttmU5gc6nHRm25i4VolrlIFqCiscrdoaja3OylGT14nFYEIHFpUOyCmXiOt3/9CN86MstdO9YRV1/dAmdlRweapjLQ308+n6f75HE6jx4hlSoGKFJTAwipMGBgf/lbzE2NXbrGzAwDPd18+e61bGjyv+Z1/BaVNX366fI3exGTyWQymUwmk8l0+bgcG4Vm38hBB4fDXFd/aXNGt8VgPi9S49DZH7Kw2CdT43WzdzAEQH2FCxDU0ZmkSHEKijXgsbV4XDI/6QrythYXmYEz/GzoAOl1d1Jy4iHuvOfdhALL+MLeUcIppWHbIh+nJ7IYeoGcLuE3FEQFFleU/PIljsxFs4115S4pHM+VAUOAAcS+8fLYCqds8Z3p7jIWDj8pZtpuANWCxdA5PBbhT96ylHu/c/ys0VK2qr62nj//xQjLyp186saVHBgKJbrPBvPXragsX5ifpzRb4Gs9YXK6gaQpLEyNUNLcDBRHrjYvacXm9hnfPTQ2efOq6ga3zUJXVxeRSASARS4dAZ0XhiNE3RnmnI1MZCSEoZMsLnOzzqdi5Ed4JluPPPIyFouFuro6+s528/FrVrW8/8Hjw4mC1hyOZYW1n9lz4clbJYGWWi+WqsUsds5yrzjDt8YcBJIeVuRyWCxWHuocnx9eSM04bBa50u9cOhFMCaqmS+/5dieGVeSuG7czMJdkbG4Mi92qXPP5/Y5vvnctrcvbGRkZ4XhIR7e5sE2MsfPWOxgbHWV+fp4/u34tbpvENw6Mnb+cHklkRW25W9INg9HZYnaPKEJDZQnxtEI0ka8CjlDMEioBKPXaLylFeS2GAf+5f5S9gyHsTitLl7czOthPoVCgtraW0kAphw8fupA5o+s66fQrjzlfsxkhrmCoChaLhYaGV080rq5v4vmeOY6NRf/Ha/ktWQa8KSNWTCaTyWQymUwm0+Xnciw/2QK85fWO8zllrlpaRngheOG2iYxIwRBodOj8dFbm3nYnZWUB9vQtUF/hJpktEIxkX5YtYlNlwFFe5rUHBIHQbChjv25ZhfD2VZXUVFdR19DI6ZSd+27crJcvXRf1uxypXcvKre9cX289M5diYD6BoosgiHDiJwRsIhvWr+fBw+Pk1QtlCqO6btR6XDKKqllUzRAAsbHU2VFd6nRcvaRcOPPCE8JEQkWrakMYP8q6XA83ddTR2lhDQhGqnuyaGeiJqaVbWipYXetPd03HQ9e0VZb5hKyrv+cM88E5RhI6o4kCim7BMKBHKaEzJnM8YaMzZuOn/VHj6Z6g0B9Kex89OcWPTk6zf07nUEjkaMTCoQWBgmaQk9yMZUR8QpZbGkWurZN4/7XrKJM1hvMOItkCbc4c69ato7m5mXw+z3gsy9GgGkim88J8PN8N9FDsV2LTz1W/7B0Mc8+25VT4Srj7iiV8/eAYh/vG8aZnuH59myupaFVRRSufCafFgqofBurmEjnB45K5dmk5d37jCLPxPF63rORVzfr4yRmuaa9j9fIlPDeaQrfIfPrGlZQGAkxMTFAoFAiH5tm9eRkO2cKR0ciYx2WtrS51OWMphYVoMTvHYhFpqHATSeQunoyjA/NAorrUGcgp2vmpKq8rlFKQZYm0KnLb1g50tUBraytnznSTSCRe85yjYYkhxclu+wSDRhm72wI0nwtInVdbW0tzUyPv+dZREjn1DV3L/9Kx+3cu7fxdLGQymUwmk8lkMpn+77scMzXe0IiHvrkEnpK2S27zyzqzWZHOmESprGNRM3ROJagsdTITSmOTJZqqSjYYGMRThfP9E8qAnt7ZhKVgaWhO2Syp8qUB3To9FLhm+wYxkcoEkrEIifkoYtrF762r5FTnUeblapAs5Npv4nBogt2xBEsrSugcj0Kx3GQDQDiRo8zrYHI+VV7vd8Qe/4Mtxvu/3ylUJoeZLatHcdchLgwh2Vw0NXjx+/04ZAufvK5FPzoda5QFwbDB+ObmQFM8FnV1nTjG6WCOY1ELC3k7smiQMozipJB8CmwuagpB/v6eXUb3bDJ0RXNp+dTEGFMTExeyBTZt3kwymeRM91n+szuFokkYhoZltoeAO4NvydVomkYqnaahqdkI9+eFxX6V7UuvvvBaJxT49okE713p4Zo1a/jkj7vUF/oWdgA54ADQEUsrHpfDwq5/P8izH9+qFBRFfm9tim+NyXyjK0H1c5/jbPXVrKnxnM+euBJ4RhJZqaha/ZX//OKF9eaj2f5Kv3P12FyS9367k+9/YANWuxOrYRDwlTA19cq401wuR/fJ4/z+9ivpnE40TMYy4mQwyfl4k00WqSl1MR/Lks5eCBTEKQY12m2ymLfbpMLoTMb6RvbieZmcyhNds+QVnb+5aRnzCwuEQqHXPHYoKXIoYuWDi3K4LM3IQ/KrAhpOp5O2tmUMzCUI/+qRxL9tm4Cv/a4WM5lMJpPJZDKZTP+3XY49NZxv5KDRUBqnXUaSpAu3lcsGSVXgaMTKVWUKX+gqMB7JkFc0aspclDhlgtHM8PhcilgqT6lL5va1tXzu7SuX/+vtK5fW+JyWuhLJV0EiYGgaL+/fx+nOI4wMDTI1F+JrR4N88Ec9WEv8CIUU8pmncZ14mLS3kY8+3ofDYYHi+Naa89ckGeCyW/j+B9bz7P1bfTPxrGATDfIFjQPGYrbY51jDNFLdSu655110rFpFJJniw490iVVum+3FnuCzkYzS9PJgkL/5+QD/dFpnX8jKUrfGjnIFRReQBQNH15NgseE5+iBpV6X24R93C1OhWPmJo4eZHB+/pHHome5uLC4/Xx93UOKQcR35b+xHf0ihaRO+uhYqKytZt+kKHusKsfEfnz84GMqypaXywvk5tTh29NpqnSsWleF1WPn8HavW1PkdAHZgK9Crqvp+URTUaKbw/FX/ujd7YibNyjVr2GH0MxPP0um/ErV3L7vK4nzsLS3nH77KYbNU67oRB0aABEA2r4V1w0h7XNa5vKpPFnSyBd3AYzWYnZ191f5IOCq58zvHWFnlFD/z1jZsluI+cdkt1JS6mA2nLw5oqMAo0ARQFXDa5sJZK8WxsG84mpDOFbDLFr57eDz78YdPz1qdXhYtbkEQLi2TWsjBU3Myd9bncF0UtqyqqrpwrM1mY8uWLfQHE1z3xf1kC69uQPomOAL86e9iIZPJZDKZTCaTyXR5uBzLT+4C1r7ecQZwU0cVRi5JPl9sjjkzOU53zoOIzpmkDYCMaiAJAkMzCZKZAqpmDHNuZOxf37SM922swaVEmJ+ZYHBggODsNLFYlJcXBLJde8ioAnszFby4YKXUqvGlOzcgpCKcTVpZbYyzvmMFO5cEuKqtlpfG0zgcFkPXDf+Kag9/ct0SHri9g/l4iiPDQRzhIR4bUVhZ6eKJMYV1AZ33bF/JbTffxP7RCL09Z3jm0Yf57rSHtzQ62NxSxdn5VMNYLCtNJRTWlVu4oSzN+oDGVEbkQFhmU0Ahrcvct30JxyMiqrs6f9OmFeJ9VzWL/3VgmH1BAZ9Vp9T2SlCjP6rz+aNhbl1exhZvirLSUhyyhYZyH6ctzexau4Tf//4pHu6cIq/q47LN0vjJ61aQjEfJ5BS+OWZjxyIPH7lxA7phcOL4cbSCwru3L+dHJ6bOl+CMAFe57FZRgGavw6r+8NjUqcWVvtrI2FkGNR9oKoa3muzAET7yjutw2WRyqo4sS950XrVncqofsAETwJpsXpUrAk63LAjev7ul3fqdw+MsdhZodr8ymUTX4YWknxfGMtxeq7DEGqepws9dW5bwwkCIErfM1EIa5dJpJi8DGwECHhuSKBJJ5AEagQGKgQ3P62xJTdWMWKnHZoullOcGgqncoyenle0r6gOtTbXEoxE0TSOjwoPjdm6sUmh0vfKeHI/beP+ODnyBUuLRCG3tq5hJKHxpzxCD82/61BOAx4Bbxh7YFftdLGYymUwmk8lkMpkuD5djUOPjQPPrHgisqfdR5xZIJBKMjIzwwi9+RrZ5KyoSEhotbp3tLWXEsjoLqTxWq4hdluKSKFZYLcVeElVuib7hUWIZhbwOBR2GR8foyXuY0V30SzWUG3HetVik1aPT2FDPFw4H2RgosLmtEb/fjyRJNNdWogk29vUvDGxqKSvP6wZ1DpXczCA+Lc6zsyIbfSpPT+qIViulDom/edsGbLKNrq7TLIz2sS/iZNa1CD2fZiQFcymVTFaVhmeT+6rctsa/uHkV87PTPB+UOB238sHmPM+FnPzxzjZORq3sHY5huHzZF3qC9o/uWMxyWwKvnuK5eSvHoxb08BQvjCQ4mffzt9e1sNwvEA6H8fv9NDU1sXPTKk4tFPjyvhGG5lI6MAyEfW65sWc6Kb7tilY+eyzGxuZy7t3SzJkz3YyMDKOqKoaus3xJM0+cmiGUUtIUm226S2wWVjX5+Ml9V8rP9QQrHjo2eVb1V1dqyTD2o99DlCzMNWzFlpjlvW/p4J0bGkpOzcSxiQKZvHY+Q2EUqNJ0A7fTSlpROT4aJlbQeGuTDSfFoFYwB9+fdlHhdXFPXQa7kWdkZIQXX3iezohIzlaCpBvMxXIXb6O9wFVQbBxa6XcyFUxdXANVTrEs5SzgphisGTz37ywQo9jc1gO4fCU2IZFSlsoWsf7ebc2BL+wZPCqI1oobNy2XEskEX+k1WOdXWe17JahSVVXFi9Mqn/t5P067jTuuXksir7P9X/f+LgIa3cAfAn879sCu31mNi8lkMplMJpPJZLo8XI49NVa80QO7ZpKsWVX8An1iYgJVVUHXQJQoGCLDaYiNxCgYIl53MXNDFGg6/4F1OJrhwdMhUikbBsXsD92AXL4JRAkhE8fW+RD+lSuxLLkagKFgnLQm8La1TZR4/ZS43YbVIgqT4bR2anJQSmULuc/duoLnD3Xy4+E4T2oiV5WJVNt1fjSYJa9LTASjPPjeTQiSxPf2HKUvITKcr8Cw2UDJYRnrZLVf5RPvuJ+gYuGmL7+sHRmNDO8dCC8+HPMymErzp2ts5L0tGNPjfOLh00xFi0NjAh67I61ofPj7J/nu720kFtvLfc48e4cWeDFfB04Ry+QZjh+a433vvJ2BgQEEQaC6poZAeQUbahR6g8mC02bRM3m1xWmztKiajt9pzfzjC2POxjIPb63ROfTywQvvg9frZemydv74kVP0zSU1igGAjdcsq+Cfbl3BvQ+dpL+vl6/evdp657ePtS0okrLCI8vLr78en8eD6tV4dNoJxydZQpCZiM4X7liLxyax+8sHGQ9nUgA2i8hcJEtduYv9w2HqK0u4bfs6Tp86yeMDKbqSMp/Y0YwzOkYymWVkZIRnn32WdMsO9JDOPTVjvP2e2/jjH3fz7Nk5KJZbbD//PGrKXMSSCpfkcBT5KPbc8PA6GRsFVcfltPJ3u5exu6OaezbWb/zoD09NnZiMWe0Oa2VbuYMrPK8kQ7hcLha1tJJ86QjxbIHP/mKAI6MRhhf+56krvwUngb8Hnhh7YNdrPGWTyWQymUwmk8lk+t+7rDI1mj79dD3wl2/0eJtF5KZVtczPzaDrOqOjo0jDBzHsJejeSnRDQDcMchrkVZ1MTiUUy+bjqYKcSBeEWErhq+/sYJMnzXJ7ivV+jQ0BjcrUCGPHXkRZfCX2qVOsX7eW8vJyqqqq+PrpBLvbq9m6vIlsLk8kHBJ03eDBzjnlkc6pg0B1qUv2Xbuihi11DtoqXDw1nCGU0wnrTgwDlMgMj/bFebQrSKhgJWBVWaJNM9N/Gt3uwTX4ArfcehtrVq8CXVeaSp0tL/QvzPWE0mUup134/C1tlFbW8MknexieSxJOXviCvdNpt7hlqzQ3MJucu2ZZRVmlz0UkHOZ07xAhRy3CxHEEq51+sY6f9oTJOUpZsaQZzerm/ke6eOT49L6rW8qaFQFLPKWwapGfbS2lFFTVOhdNcnNp9MI0D1mWaV7SSnXDIv76qT4ePzUDsN9mEbf8460r+Mj2RYz0n+XAjEKFHmMwJTCRLEiDU4n5obScdtYudX/ijmtY27aITVUyXzkwxsnpJJG8gWXgJdpXLGdxpZenu2Yn//XtKxs+c2s7z/XMk9cNrBYJm1Vkd3s1f/X8FHnJzjfu2YAsYYwlNeH5sQyH4k7STVswSsqRD38fWcvh93q45+qVlLptoX2DoXrACuByWHA7rMxFXnOi8AlgMxCkmK3xK1kkkSVVbj66rYGjhw+hZFO875oOz+Pdc47xSCb7x9e0yY21VcQiYQRBoH31Wv7umX6mk3li55qBjkcyJN+8SSedwH3AJ8ce2NV7/86lb6gxr8lkMplMJpPJZDL9Ji6roMYX9wzeArztjR6fzBX42M42JsbH8Pv9lJaWYrfb2dzkp63Kx1BKwiaCKFmYj+ewWkRKPQ6bv8SmO+wW0TAM3LLE6joP0UjkwuP6/X7K3TaCOXC1buZdV69m3bp1JAyb/mjXnPDu5U56e84yOTFONBJG11RaGmosD3dONQGDc/Fc7a3rm/jBqRCRgshsPENKMTAEsZgOkk+xInaKP9m9lndvW4YUHqMmUEKNQ6BPquXeXVtpWbk24bAItvnpcWl1Sy0vjUbLc6oek3XdkSoIfOzh01hl6fyI0kmKvR825BXNXuq1+SpdctnOtnJtWWO1GI3HeTRcipaOIU9345w6we62ADcsr0Jz+Pn2kUn1qZ6gnla0pGYYrQ99YCMF3UDX8ijZFOlEnOm0xvsacggCCIJAXX09y9o7+OnZCB/67gnOzCSgWIpRv7bBJ//l7uV0Hj1MOp1mJJTm+GyG02GDr97RwXAoUzIRyczNxLPyqalEJq3q9ufOTpNMJJgvyBiCRG/c4MBgEEN2sLmltKLSKVqi89P8xW0b6KgpYf9IGFEwePz0NPU+O6og8ZX9Izx5Zo7xuCo0VnjxpaeZKdixDLxIYfUtNAcc1PocNDbUs2lxhbPOZ7e+0LeAbkBtuYvZUAZNf9Vn/EmgCnAAfVzUBPa1bFjkR5BEmrVZFEUhk8nw+Jl55hRJ/NCmBvnjj3Qd9Jc4G65Ztwx/IMCLw3H+7YXheb/HJseSyuFz69UDwv+0zm+gB3gf8KmxB3YN3L9z6W/54U0mk8lkMplMJpPp1YSLp1b8X9f06ad/CNz565xz7M93MNB9kkwm86r7Egp8b9LG4govJybj6EA4niOdLRz0uOQtbqcVu2yhskSmTsqwzl/ALxdHaVZXV+PxePj9J4b4k7e0UG3J8ZkXJ6iV81xZeum36KIosunKrez80gEQhaBNtvhEEUnXUZdXusVrWzzy149MoaWiSBOnwF+DWN2KVxb5wLYl1BJDtjuprK7mX/YMZrMFzf4H6wPC+PAQ6XyB70w6WVbt45HDk9lsQesHVteWu0hlC3o8pewHrgBkgDK3TE25i3/avQwxEQTgu4MFMokY43GV9nQ3S6p8VFdXA+DxeFiyYhW7v3zw5eW1vivzhk4yr2LTFcLpPEgyqDlutE9S29iE1eXFW1HLWCTHDzunCKcVBFFAEgQskjBnQJUoCLRWlWAVdCKxOPGcCrIL1Dx2m4xssxHNKGi6kdM0Q7BbRNvNHdX0Hz/AyNQ8akUL8tB+qlpW0Lb2CmJ5g8mFKBkNVENE0wxyOmAYCPkUbVUeDk3mCBWbe/ZKorDsr3e18nR/iFZ1Am38FO66pRw0mrlrfT076m309/WxdFk7MxmB+x/tRtUNgq/O0sgAM8D50Sx7uahc5ZetrPXy0z/cys3/cYA/XFx8rIGkyM/mZO5brLBhzSpOzyvc972Te3cuq9h+x9paPv7I6RMu2dJW4rE5x4pjbQGmKfYzkSg2ShUohsMCFCe0/DpTkaLAXwH/MfbArjct/cNkMplMJpPJZDKZXstlk6nR9OmnHcB/ce7D+Rt1VUsZJaJCOv3qHgQ2Cdb5NPqzdmI5jalgilKvHb/HXpXMFqRwPE80mefzb++gN5jkYFjmaNRG0HBjkWW8Qo4ysvz7kSDZvqOcyJawThkkEPCj6NAdl9gfsvJi0MKj3XM4bVYS2UIimy34r1lSLn7ymsWWO9bWSw+8NMqWCtDzOSSHmxuqCrx1iReHRWDPZJ6nR7IMxTSlwiWrO5f47N86Mik0KLNkVZ1vjtppcxf40OZ6Kv0e677BUKVFFE4EvLaKuXD2FMWAhmSziHx4ezNfvnsNkVicp7smqCNC53SK4yH4+rs28VhPiPfv2s7q5UtZCBbHoObzeepra/jwjqX1WxpcXFEhssIaY+jMSSL2ShAtIFkY1z1MaB6GUhIvDIY5PBZVVYO0RRIVURQUURCimm64dYNgvqB5I8k8921rZrjvLAmrF3IppJlu1uZ6+NPbt7OqoYLvHhy3JDOFg9GU0jQVyXDv+jIOz+tI84M4Fvp5z007ecf2NdgWBljpKbDer7HWp3JwHgxdh+Q8zkPfYnWFjT+66wZe6F8gnddchsHAmflUhcdu5V/efTWlfh+lLpkPXruOL+0f5dRokCUuldBCEKw2Ti0oFHIa8Wzhl7fQcaDjot8nKU5EeRWf08qP79vEUH8PB6ZyLHJpJFV4bMbGPfU5Ktwy9U2L+Idn+pmMZsWRUNr9VPfcoXWN/lU/v3+b47HTM8RTyvlMEc+5dRooZoac//FTnMQyBPQDYxSDFg6Ko3QvpgFfBW4fe2DX3vt3LjX7ZphMJpPJZDKZTKbfucupUeitvE6/gtdyejrBDY1umJ9/zftFET623sfnjkJe1ZgNpwFhrsLvqCnzCmIong2trvOXr2/cJIxPTDI9M8v+iRBPnory34qILBmIWoFnlHpIBXlM9GHVrEiSRKms0+zSuKFKobm6nJLqRWrfXKp6R1sFLzz/PD998AlO+zexvK6UD25v5RvPddJr99LcoFBVVcW1165kJppRB4KJzJGJmOcf9wxgFzRcWpYHzyRIO8rZUl5gY0BjZLCfOzddwZyJ/AkAACAASURBVJOnZwnlC02JtCJy7gP2tiVlfPEdq8ik4pw+fow2IcMvUv+fvfsOk+QqD/3/rarOYTpNzmFndnc2zuYoraRdBUYSCgiBAGOyDL4Eg21h/66vr9NdY4NljMkGWyghIYQEq7janHdnNs3s7OQcuqdz7uoK949RAgPWyqTfVX2ep5+erq5zuubU6T/q7VPva+bFA4e4WHUdv9+qUFA04tmi8u5vnUod+tzVPr/fD0BTUzMup4PJySkGBvoB6IpKjAVWg6rD/DCivQSzr5xEXmEiFJ9L5ZQhp1XanCmo7peH+Ryw+uW/XcBhYPtXD49idjfgOvgtlEKG/PZ7CbjncLpLKHktHedaoDAVy1n/8oSNsvJGNtmDrL/1D9i2bRsnThxfSAALpBT45ogNSVKx7fsy2W33YjKZcDntOIsJnvvUdjb83UsOSRJ8TruZM8MR/sej5/mXd63GIuoUZJkP1aZ5aMLMd8esbFX6eKZHZUugyCfes4sPP9DFmfHYK8f181ZlOH7uHBPga/esJhkJEQqFcKkyP7kYJupu4JZqmXK7wOJlK/nm4TGODUcAooC31GXZ+tV7Oujt6cFmEnj0oxv41KMXmIj+51VHr2MFlvyc7dPAFAtBjwRw39juzt5f1pHBYDAYDAaDwWAw/Lq9ZVZq3L938ItAy5W289jN7GgrIzIf/IX7WCwWmqorefTUBFUBJ6qq24KxnKUgK0KZ1+585lJQ8EgKsYkBinKBKrvOSq/KxoBCnV1ldCZE1uIDmwvdbEdAxyRJqDqkVJGQYiekOcipiFouLuzb+yJPPvYQQ95VFBSdbaZJNm7YQDQ4y+mIyO9fuxrV5uXzT/YM37OpobSx1GVVJntY5ymQicwxkBLI28sQpi6w1p7A5/PhdDqpqqrkhmUV+lM9c86ZcFZgYSVBw7s31LGm1sW5rjMUi0XGRkfojSjMOhoRQ4M0ChECgQD7J7LiXCx3Pp4r1n5g10Ly01gsSldXF+FweKEk6oSVUEFE00RWmYK0aTPMepfSM5GcyMtqqDLgbGgsc9X/+duWijlZYTScGQWWAqyp9xHNyKiaXl1V6sirOpabl1awa1UDcjZNa0053UID88ki9z3Z80rZVAsL1VIqs0UFp8PKlz9+p9ba0iwcOXIEVVUBmMvDd0dtWESdP1wkU1EaYFDzc21bBe1tLdQ1tvDEuVkODoSpLXe552O5oaKi+cciWfZdnueONbWqrmvifGiO5e4iA8E0J+RKVE1jZniAC7MJ1iyuR0egoGmzNou0zG41CXarCbvVhM1qwmkzO2xWyWa3LGx75bG9rQyzSeBY3zgXpmMMh5KkPY0QGsIrFqhvbWckofLXz1yGhfKwoigQ+I8PrENLzTM9NcWxoEr8zHN8YEs9ObP3zVQ/KQFqWchrcsPY7s7ZK+3AYDAYDAaDwWAwGH7V3kpBjWuBjittp6ga79/WwszUxC/dr7Wpnm8cGiWZlSnz2k1OuykTS8mWREZGUTSmswqn5qHMouOxvJbHxGUCby7I5WgR08hxXH3PcPMSP3eurWNtYzntDRWUOB2kCqo+EcsL5+aynE1ayTdvRbf5MB/9JlazmWXLV7Bm+RK+f26WoWCOzz/Zw9B8ZqRQVKu3tZYRDofJ5/MMXzjNjGsRSCY0q4sJxcW7r15J+5LFTE5N8+3TM4LbZmFgIf+CBdDPjMWsd62vJ5cvcGymwOF5E3mbH8x2TKcexGGzEfD76UpYWVruLnuhd+752ztq2uZnpxgeGqKo6jw1Y+ZoxMKOsiKhgsTicgeff8d23HXtHBqOxmv8dt9X715V/sGNdQT0JI9dDBPKFtEgXuez+752TwefvG4ROjrTaVkC5KlQxnJ6LMYf3LyJd93WyaKGOh7tmqZrMk7mp6t7DAP1XpcVQSD88PEJ69tWVIo2k0giEWcgJfL4tBWLqPPxlgImcSGZ65xsxlQS4Par17N/MK7+xdOX0pV+u6moamIsJV9gIf8EkYzMNw6NnA+47FXL25p48GKMkayELppBktAVGV1VQJRoqQ5QYjc555IFUQAkUUAUhYVnQTBLoiC8/MAkCrjtJpbXeOifnmc4JTClOsDhB3QEOUdE9NCfEjk7m8ZqNeFxWQSf2+oo9diF01MJnh9KcGxeIK/ozJ/cQ9fxw9zbuZH6ulpOjEa5Qlng+rHdnXNX2tBgMBgMBoPBYDAYfh3eSkENK3DXlbZL5It8elcbM1NTaNp/ThvgcDgoKSmhqa6Gbx0eQVZ0EhkZl92cCHiszlRWRlNh32euJh2e4SdTcD5hotKm4TYv9OHz+UjnZLKeet53TQd33HEnddXVVAU8ul1JCab4NK5cRJjJwURKw6oVUIJDaFYXotPH2zcvZ93aNUxFM7lHuqfMh/vnX1ml4DgzHrOVu63csKGdqakpjuTKSWoWhHQYS3SEte2L+PcLScIzk4ydO8HeqJN31xbwl1UwMJ92B0psMY/L6trTF+J8RKeg6rj1HFHVghCbhMolbKpzYXZ5uZgw8c33rBF3LqlY/OnHzp/66M7lNS/0h3lkTKTUovPeepkLSRN5yc4/v2s9d3/z5Pl4rij++U2LA8/0haRNngyjg/2Yihl2tnhorq7k9GRc9Lgstmwmw4Uje3kxKKJmkkzEFAtwWNNpODgYZmAuyZ8/1ctcLEe5z05eVlBUvQgcYWGFwYVyn700kix4I2lZfPrCLHdvXcypkMKPxxQsAtzbUsD8uhSZkigyXHRz17pGZuJZcf/gvLXEZRWn5zNFoAzoY6FyyQWX3bx6IJpl72CEdU3llKUnmErksHb9gGLzJmodOp+7YTnbFpWxodopXLOkkh+fn2U+USCTV155iJm8cjmTV8oyeQWzJLC2yc9AMIWsapRZVJKKgK6pkJjFff4H3LS0nB31Dt6zeRHbWqv4xoER4mn5aDRZqN9Q5+Ur7+rgxZNnyaTTWCa70DQNm92OXtbCySsPatw7trvzxSttZDAYDAaDwWAwGAy/Lm+loEYE+NybaXvzigoopCkWi9TW1lJeVUPLokUsa1+K1VPKVM7EE90znBiN8koxmXSueEbX9caqgJN0XuHG9grqXTqtQhirqPPcnJWehERDiYnFTXVcu2Elz4zk+Nwd25gPBenp6WF0ZFjomQzzg3GBw2EzDhR239HBmpI83XEL9WqQROlSApX1/NH3z/PlfcNZj9NiyWSLgqaTBDwAggA3rajiVFDhdFBBFwSWaFMI9R3807s3YwoN8PS4xvm8C11TORWUicgCToeVvKy4kln5YjCaq3jPulres7aKHwzm2WyepjzeT7hyDfXlPnyBUiZzEjtbPIKk5tm+tLrmz37Sx1xB4s7KNKu8GhOah9NRiW/cvRpJFHi2Zy71iaub6rXEHMPBBBdCBRa7FwJHuq6zcnEzX3phoKuzvby+azpBT96LmkvhHN5PXhUpWL0+IJ3MK46emSRFdWHw87JCVcCpxdPyILCOhQSYjX6P1TQfz48CvqyssncwzFRawyIJfLQpj1X66fN+w/YNPNw9S3likLUrWnlpKMJ4MI2q6RJgFUUClX5HtMxnazCbRTGcyDMXzWESBOIWL1s9aTxKgg0BGLI2cjak4M9MMDs9Sanbxsd2LufcZILp+GtVUXxua7jUaysLlNhoLHWytdbJte4IsaLIeNaERYQK0kiCzttW1tPY2IjFYqGxpZW/eLqP8YV8GTNAbX8wxQuXQ4gON9bj30FXVcxmMx1X38jfH3418PVGPQr8T6NUq8FgMBgMBoPBYPhd8pYJanx6Z1v6/r2DH+LlC/0r0V5VQluFi5ISDymLn4fPhpmMy3zr8Aj3/bCHJ8/NcmrstYDGy8YLRa0xm1eoKnVwYCDMXesbCc5OU+excEt7KQG/jx8MyVyIqLR4RF4amOfSnu8xHwwyrPn40YyFvpSJFR6V26uLLClRCXhLaGhs4PHeGG0NTZyZjDEYyTEVyQLY3HZzQhf0UEHWpoBBYGYknIklsnLp3pG4uLPBQkGw8cUPXM9DXbPcsbISm0XkQM84eZMLcglsXd9nsyfLtz73Xh44OkYkJVuA7OmxqGMwobCl2sz6chNNjY2sqXbyxJSZttpSpuYTOGKj/Pv5GE/0RtjkzfG/bu2g0u9B8FTy9e4of7opwHDfBQqFAtuXNwUsJikT8Lgt1vgEz81KZHoOgKbicLgYlJ0MRrN1Y7EcdXpYiBdFzGMnkZs246yowWQ2W2VF69U0veb1A6+o+rDFLNlLXJbqdHah4ojVLOKwmYVERhaAkZoyZ5nJJKKoOn98zSKWNVQSCb+WDHbDxo3omsZTF2dZ5CjytVMh1jYE2NIU4OJskoqAA5/bKuULqnMumj2USBcblZeDKrPJApJJ5C/v2srSxW2YRJ1PdG7mzMgcT44UsUVHOXFoH8lYhHtvu5qJRB5FAH+JVRNFwZdIy9FQLOf8+PYmrl9awZdORUkXdZa4VbKqQKXbQmN9HR95+7XkshkaFy3mwdMzfP/M1CuHLwFum0XE5bQwOZ/lnVevpqkqwE23vJ2/Pq2QldUr+QqMAreM7e7MX0kjg8FgMBgMBoPBYPh1e8sENQDu3zt4PbDoStt1T8T5/auXUFkW4N6HzvJSX4gjQ+H/KtniONCoajrxtIyvxEpvKMc9V62gdVELJR4PDV47Ha4MoWiUBy7EKRSLzApe+oRK4nmNm2s1ritXqHMKVFVVsmjJMlSTjYMD4dHjY7GSM2PRgXBSvlTiNFdLgijlZTVkt5rygijUZfNKFRAGNnjs5oociB/b0sjJmTzXt/kJD13kaFDl9L49/GCuhDKbQOHgdyg2bcY2foJbb7uDRS3NPHB8LBTPFYNAodxv9ymqJvzjO9aRjMdoWdTKqqWtFDIpHjk7SzoV50TCjt8K99QVqHUKVFVVYbI5+NSPLnF9aQ53MQ5AOp2mstSL32m2+L0ejh4+RM94iFmplMsZCyfzfuI5lVxeEQZmkidabbm6uGDHeuFpLDM9TKseRFeAUq+txuu2KqIoiLmCCnAWqM3kFVegxIqiajT4HXhcFlI5hWxBsdVXuEoFyImiaJ4Ipnj2YpDNbRW0N9UQDc+zZu1aJEmiu6uL/lCG7pkMCd2CRclzdr5AhdfGeCjDfDxPtqAc13W2v/y5ZsBR6beTyhZ5+OQkt6xrZsXiZtB1pNAg6UiQg4UqpnMS54qlPNs3T2Opk9uWV+qH+8NDM9Fcuaxo80D64FCk5PBEgu2LyrmtUeKxYYX3NRQYV9343S6+fnCE9+xYQX8ox5/+sOf1c88tihRqy1ym2UiGnKxxbA4qmtt5dlRmPPJLq5/8LAV429juzpEraWQwGAwGg8FgMBgMvwlvtaDGZmDDlbbLFzUO9IdxWk08fGryjTaTgcArL7J5Jb15UcD0zRMTghgaZH5qnJnpKdLpNNU2jWzPPmZyAvjqoJgjkJvhmsWVNDYvYm3HambzJv3bxyf655IFaUWNp+rCXEp8z7r60v39oYZ0rihWBZxqIlOwCiyUG01li1y3pHz+Q1sbKt0uCxUOiZWmEM+MF7lvZyt79x3gYtpO2FGH+dyT/OENHdRVVTKct7B12w76iwHtY9/rOnz9ssqmbYtKq4cimYDTbilm0vLIzSsr7cvams2KonDq1BmOXxplWitBwYzl9KNsr7GycsUKOjo6KMhF7n30LEucRdb6f3p1gMNuw+ot5cHjw/x4JE/BUYbuLkWITrAm28Mn77iG8YRK70xSG81ZQ74SeyCdTDHnX0XS1UC2oBBPy+QKSo/LYS4v89lVt91So2u6VVY0snmF2jIn333fWo6OxXBKAjaHhbysClaLJE7NZ86rql6l6jp7Ls6xrMbPNWuXIkkiXWfOMDAwQHffENnydhSliFNJc29HCX9860YeOjEeSuWVM8B6FkojVwFJoKfMa6+ajWT7ckXV98OzM9ItK2tSfpfNGo1EONA3TdJaCi4/lq7HWS3N8c4tS7lu7RLhw9ubA/1zKYZCaa/LbharS53iTCQjRlMyI3kzm2ocrCy30RUz8dKlEJdmkjx8cpInz82gaD+9TKih0k00mRcz+dfG/PJcilCqcKXT//Njuzsfu9JGBoPBYDAYDAaDwfCb8FYLaqwAdr6ZtrGszN6+0H+944JpoOl1r7uKqm5aXO7yXNtcwgOX87hNGuW21y5EdU1j7MJpFH8Djt5ncC3bzr6QmQPjafUn52dG1zf4bHeuqa2qshTsPzw1iKapfHDbIv792BiqhiAITAdKbP5YKo/XbWVTg59vvX9d5WA4zeGBIHeWJ9nbP0cwp3FxMsLhtB8tGwOzDcVThRTs52Mf+gBjcYVnRzJyNFmY+8Z716y4frHP7HXZODERZzyY6vrfty5b2eIVzae7z/HtUzP8eFpiWnUgxKeR5oeR23ZQQp5br9tGf38//7B/4Qf+m6sXbgNJFgUuFb0cjTv48VCWZ3pmSCUTNBJhJpqEZAjKWtgQ0Gisq6G8NECNz+4NpQoluklSx/UKsWD1Cq8b27Cq6dF0ThmJp+RGVdXwllgJlNgocZjZ0RrgwWP9xHNFkCScJglVQJsKZRKKojUCx4B6XYfnLwXVbYtKU16bZJueCfL9cZGstxHSYTBZqIld4sPvugNRFEnni85To9FGfSGg8QpXqcdWq2iamMkp5UBG1fQD3zs5sbg/mBYPz4NqcZFLJhAjo2h1q9labWXnrl0M9A8wMzPDHZvayAOxvCKMB9PmgqwezypqWUHVTfesa2DTilbu3z/ETCyLqurIqob6MwGNmjInxaIaiyQLjjc6YX+BF4BPfHpn2xWm3zAYDAaDwWAwGAyG34y3WlCjmjdRAeVNOMtCuc8BFvIRrANKQskC/+fOVThiIzw9YyUiC7S6FhJj+nw+mqor6FUC/NGNqymtrJ9zmcVwa7nTP5ks+A8MR8y9I5OYk7PsnyrA7AAeLU1JWQ0XpxOpXEH1eF1Wqc7vwGY18bW7V9A1MMHXTs7yoUUaY0MD7M1UoEh2wpPD3FmZZvzIj5FrVmCbOc9Y+UYePjUVOjoQ7q/w2Wv/5tb2ElN6jvO9l/nn7iQf3FDHi5dC8eFIpvxyrMCekTxuk05GEaiR0mjHH0aYH8aammGudhv7uvs4fqGPGdHPIpfOwYiZI1Er/Tk7mKzIsjrz9XetctdkRlniUqjxOTmT97NDGMRdUcegVM0yZ56W6lKuXVpJqqBKl+czUjwtDwAXgFkWSs6WA9Uvj3NjUdFIZookMjJ/tKuNly5Nk1QldATEgYPopY1sbwxkzozFPIAA1AOHgAbgxBPd060TSZm9czpV5gLygW9jmjqPKRcj1rqLkXAKfaafq5c38ukb2vnI9ibOjMeYTSykmyj325mNZBCA921usI5Fsov8XlsmWVSlbFYe/fLda70vDCeF1eluEoGlrF3TQY1TYHBggFgqwxeOz6OJJr77nrWSJMCZ8VhddalTnAlnxp7onvY9fW6GIjqxVOFnc7gAUOqxYTGJzISzXS//T29WCLhhbHdn6r/Rh8FgMBgMBoPBYDD8Wr3VghoC8PHfwEcNsZDPYiULF9wAZGSV21ZX41CztNvSnIqa6IqbuHFZNUuXrcBX26I+NxBhZUtD9qYVVf4lAbO3TI3SJkV5+/pFXArLPD2mkFLNJOenOH90H+/cuoS940r31kWljZ/a0cypqQRoKhXJUf75fI7fWx1gMG/nmZAVHQnQsJx6lJryAHe8/VZOREx0lLv14zPaKU+JrW1Fnad6U62DH52doF6P8Z0xKxt9CqUBH+OpQnlRR6732KXPbC7jx4MZrmrx8dd3baa8ogJd11nV1kyZluScHCBpr0QpZLCZJd6zdSnrazwcH4pw8PI8I/OZoa0t/qqATSCdTnMy5aYy4KO8eQWLqssZjmSZSuSo1BNIkojd4eTAcIR4WjazUM1kKeB63ZjrL28HQBShym9nIpZF10HofQG1dTvbhBE+eft2S1HVOTsZf2X3BuB5m0W8pqbMyVyqwEc2NvKJncvI57JYrVZuumoj9911DY+fGualWQFbahKnqCBn07x3+2K8Dgs9c0lMJpFEushHtzexqsHHWCKH2yJZL08mDn/xHSs7RiJZNZxVxH/8w3exqdHHPx6aoNB3lJM9AzxXaGRdvY+/fFu73t/XK6xfVEFSkwgm8sJ8ouACjsSyRY/PbbXHUvJ/mnRuuxmv28pEMA0LOV3+O0GNu8d2d579b7Q3GAwGg8FgMBgMhl+7t1pQIwZ8loVf+H9dLrOQt6Pm570ZcFpYVVtCPpuhc2UdRbOLb5+NUFT18LIqt2v/UES4oU6yTA73MzczRSazkIz0wnyRs2GVXC6LpoOQT1Js2MCpmJnWGk9de5Ubjxonm8kwldU5O5fDJELXXAG/y852cYzB7uMo3lrUhrXsWlLJli1b1cfOzSmKzTt8/ztXrnr/+mqhb2yGg+NZEkWNczMpVNHERN7MZDTFx7a18MjxifB4NC1cjKmWd66p5bYlPs6ePUshLzNhr+dovoIBpQRdMLEQTRCoykzw+IDC905OEkwWwsApgGxRq3v7uhbcXi//cSHBjW1l/M+nLxFJF/j6ezr4ztkI7c0NxGSRH3TPMJ8r6vG03M/PT/bqA45YTGJ9ZcBBoMTG4FwKh8WEaeQYSstWnD1Ps7apHLUoc/PGpbhsZo6PRBGBqlLHIq/LKgdjeSmaLHBxOsFNK6vZsmEdlRXlbL/qKi73XaJRSuI1a/xoxspkNIWvEGE+NMfGxbV0B3PIeZUSmwlZFLgwHubDS018YudK3rGutjw2ctH8wKkJcXnAxPb2BrxOG8e7znMo4STkbMDS+xzv3tCk6yAcPnSQp/Yd47JWxqMf3MB8Spb65lImwOxzWy3xtNwDRFkInl2ymkWtwu/wTQVTvHw3yixQ+ybn8FfHdnfe/ybbGgwGg8FgMBgMBsNvjKD/vDXs/w9rvG/Pi7zJvBpv0Hlg1S96c1l1CXs+uZ1MocjAXCpuNwv2uZRs/eL+IXbViBwZTxGI9rG6wkZtYzMH5s1cTkp4LDqfuX4ZPfuf4cFIOfYD/4rZYuGP/uizeBqW8sCBC4ylIVnUUHQJ0DHND9FZpbLrmqtoaGjgP/7jAX5UbGVrpZnjYYHR2cSx9c1lm5fXeoTPXtPC/v370XWdMwPTvKQ2gwBiaIDOamhf1MDy1Wv4zulg4aWhiNgacPLXN7WYnz1yioPzFkIFkUqbRrlV5VxMpJjPIsSm0SUzqr+RRE6djiTyF4DrAanMbeW21TXz925v8D5+bqb4/bMz0uhsyvrKOK2q9TARzeH1WJkMpi4rGsHGKvf28bmUuLzawzWLyzg1FuXESBSAEod52Ou2toiioCTS8mgsVYjXV7jaVVXLeR2m0nXaCI1Ojdrahet8i8XC0hWr+D8vjXFuNkkyIxNJFGDhVpSrXjmOq9vK+Pb71iDLBY4dO/bqeZQ1eGLKQqwocFdNgcmpaQ4U62jzWxnLStzWYqNWC6NpkNJEIpqDpw6eQK5ehZBP4vSWogOFQgFFMIOSB13Ha4UyMc901z6yS67HPniQu7Yt5x3vvJu+2XT2Xd8+6agpdzE2+9pdISLQUOVmLppTcwVlDkgDORZWslxptZ8+YN3Y7s4rKpFiMBgMBoPBYDAYDL8Nb6mVGgD37x2sAnb9mro/xkI1jF+kGE4VzrZXuk2tFW6nLmdt6flpU3pujCUumR+OqaRzBaLJJJflEk7nvLhNcGetzAa/SmO5D19tE0fHEuxsKWHTNTdmt2zeZK4LuFhZ6SAcmmU0CdrLH6brOvboMCuWtlFTU8OaNR083x/h/Gxhxm6SkuU+x7IPbagS9vTM8PYV1aiqQtd0mhfiXjR0yGcQUyG82Wmu3rGDBE4e7J42hWNZfSZZyB8ZT1iHs2aWuIrcXl0ko8K5hJn3NspcyjrwxwdJli1Tx+aysVKvraLa72j+l3euFP/i5nbhQ9saaXFrzlhoVnroUtI8Mps0yYp+AsgAk8FkYSBfVBOargcqA86K7c3+xpymCy/+j23csqKc5WVmmspKODgSpTLgwGKR3OF4TgrH82JeVgNlXluNJAoWt8Pi+MzVTbS6NZxO56snYiip86WTERxWE3csr+SZC8FXclQ0AIdffmY8kk2MRbLRjS1lbk+Jm0Qsiq7rSAKs8Kg4TTpPTJkYkp1ogplwMo3bLNIbUTgZNXE6ZuJSUmI8kiKjmsDuxXLuR6x3RLlzRQVDMZm0JuLY/2XscxdZt3wp47EcifLlYLJjGtiHzSRy7TXXYNYK5ptWVvNCf5jY66qY1FW4SKaLpHJFESgBSoFKFkrM9rJQmeWNyLKQR2P6De5vMBgMBoPBYDAYDL9Vb8WgRhT4xK+ha52FeIL3Z7YXgW5gDPADTR31XmeZlOVy70UymQy6rmOVINOzn2nBD4FmhHSY1akzvG1lPRZxoSOLxcyM5mAmpeifvfsGyvwey3D/JY71jfMvZ9NMZ3TW6BNMyFaETASxmCNSuQbNVsKKKg/P984Ff9g9HawtdTQ89qGNJblshu91zZIrqowfeJxnE2X0JCQaiRDN5LGe+C7Kkp2UlNdweWCAB/pl/A4zokkSFVXLmMD+vfevQ4xOcHBe4nzczAcb8/QmJSxmC3/8rpt4YSCiv29DnfOvOpcwlcyJL/SHhWZTguHLvUTmQ/SHUlxOW6j12JmIZmuBS8Amp0Vq/NyutsrP39gmhTNFUsk48VwRcfAI4ViSBy7GeG44haxqzEVzJ2OpQr2iLkQl3A4zfrcNm0Xik1c14YqNUCgsBAEyCjw2aaEnYaKzSmarL8+6tnq2tFXwXG/wlUoiDcBRwA7MDATTLQ+fmmRxTSlbV7eRTacYihY4HDZzIWFCVlR00QKagjTZTZ06z13LAmwtVdjoV/jwdatoMSU5GAR0Hefow/CxeQAAIABJREFUITpvvoWiaOZI1I4kwI2LSrhq59uUW67ZJGpTl7hYKEGa7EZZdiO3r2ki4CvhwrmzmC0WLoSL+O1mgskCVaUOVE0j/HKi0p9hZSGR6jEWEqL+Mhpw19juzsNveMYbDAaDwWAwGAwGw2/ZWy6o8emdbeH79w7eCVT8irs+CSx/+W8Z6GIhWaMfaGbhotIKkMqr3L6unrmZqZ/qQNc0po48BaFBtKp2wqUrkDWRpeV2FrUtobauTt83GEZTi4IvMyX0j07w0AicCgu8b3UZH91Uy4EpGZdJo0OaY9LdhksQODOdLDzaPV0cCiblb7y7o+6ZvhDrPHl2rGzhfPcZpjU341IFubELfHCJlaO5ANtdMdobqljlUTiQDjAllqLlUmyvELj/ns383Z7LlvlUobi1JWA6NJ3nYkTlw80FXFYTL0UcfHhrCytqvWTzsjgYjFNdnKWWOLV19XzlVJBqm4bHrPOjGQtXN7hYUVfG3sshgAmg4f2bG3nvmjJmxwbJDpzmWNyGKprpjch05zxU2nT+snMZJ0cTc3OJfMvKWo9088oq7lxTzVRaxmoWuWdVGZWFGXK5HJoG++ZNPDtnYalb5R11Ml6Ljq7rhENB2urKuX5lHc9cnKO4EBypByaBAODSETg9FefZ/nmOz8NUwULArHJducxMUkae6EGITqA2rKPdo9NUupDDdMmSJVRVVjJVtOvnZtOCrqkI7srhD9x+k/eh3oRQY8kT06ys71jLnzw/czyrCPXlLYuZm4/RnrtMeVUNRzI+KrOTCOgMBlNM5iS+83vrOTEeo6DqTM//0jtFRF6r8FLPQsWXn6UDHxjb3fnYlU15g8FgMBgMBoPBYPjtessFNQDu3zvoYCG3w6/SBDDz8nMp0ATU8XIg4/Xmknk+fk0rsXAIRVFe3e7z+QgEAtgFlavqndyxcTEX01Z+MqYQL4p6uZgVHjsxIMTHL3M+Cgfjbpa4Ve6qLbK8oZyqqir+rSvEHWtbeHbGxlxKzqaKWrxYUF23r66yjCULzrlwhFAiQ9/pI4iayotzIrIKwuQ5rAP7obyZmKWM3e/fxcYNG/jS/iEyghVyKRzHvkVbuYvFK9bwjUMjaWBgMJqtyukm/u66GpYtXUJ9QxMPd0/zmWtbOX/+PKbkLM/PCKx25gCdazsW4yfDQ4MK8+EI47KNlfl+tmxYw+Nnp3E7LDa3w+xKyCqHx+K8OF6gV/agIYBoRpw8S0dxgOtXNFBdWcbNHQ3WT+9qNe9s81NvV/jn49NomsY2v8wiKUaxWGQwJfLI1MJpeG9dgRa39rOnhPB8iLoyH7evb+YnF+coahpep7W01GuzBjw23A6zqGo6wViOXE7h39+/nk0NXkLBOY7Gndzsj+PKz9Pmt3JSbyKvwuqaElpb2zh58iT/cmpe+OCWZiZTinrvTRsClW4z3+uaFf5kexX7xnM8fXaGfFGbuDidqJ9OF/jCHR2sW7WM27atYmA6yDOTGms8KpM5gXAB0tEQAymRxhIrw/OZNzI/G4DTLCRUNb9uewG4Z2x35yNvpBODwWAwGAwGg8Fg+F3yVg1qjACfYeFX7F+FJFAGtLAQyPgvq6u0lDlo9ltJJBKvbpMkiaVLl3L1ddfrmzdtpLrML6yptLHcmeX4SFh4pDdOXBZImX2kwnPcXBLklk3LWLV6FaWBAF8/OBzqmko6Hzo+Pj2TyB9TFG1RVcDh/s771ghLXDLv3bKIh44PEpVFIqKHE2GRZY4sscFuNE8VtvAg8aWdfHBzs1LjtYmfePw8otmKduAbyI0bsE91s3jxYtqXLeP8dMqqSYKrqOvag+9bI5W4HMLY6ChffuoIkXQeT3KctrZWwvMhzocVxocuYysmqa2todTn5WLfIANaAF2QuJhzcnAojM1mRdV1l6bpuWxOMf/NrctZqk9RnRpiav/3Kdq9SBYbt65fzK5d12MxW5idGpcu9fYwMznJF89mKKiwJVBkvV8lWYRHJi0MpCXeXi2zpVTF9AvOuKLBgZEoe0czmKxm7LaF6/5ERpZCsXw2kZbHMnkloKg6uaLKRDTHPVtb+V5fjia3wMoKO42NjdT43azxKRwKm+lN28gOnuT5Y93MWau4yhUlKnrEfD7PY6dHhQ3NZaxvqZG/f25GnI5kBWDCX2Kt13SdR05MsGNZvVLnd4r+YpShcJajETNyMko4neN80sqHFgvce/1q5tMyl16XOPSXqAFGWVhJ5AamgbeN7e584Y00NhgMBoPBYDAYDIbfNW/JoMand7Zl7t872AEs+RV1eQpou5IGsqrT2VFPZD5IRUUFNQ3NLF26VMPm6vG4XZ/JFxXn5Nho62D/ZeRclja3Rq5nH7NZASw2rKceprmpEX/bOvqCGf7umT72DsxHiopaLMhq+Wevb/Pff/dKl16UeeDEKA1aCJ+nhOFzJ5jUPWB2IMxeYqMrRUd7K/1qgN+/eQcXEya2VUninz47zJZGv9YQ8AiRonU8b/d7b2j1sailGUmAczEdVcc6NJU8GXBaG/wkeXL/SY6mvci5DF394ySxMTQxw/hAD2F3M4NzcZ4Pmtk/nqGQiqJ1PYkUnUQrKUeTLNT5nPSMx8kUlJOZglJ/z/oanIKMzWajsbERnxpnqrSDT92ymZGhQfr6+kgmk+i6zg+mzcwXRDYGFDb5VV4ImnkxZGGVV+H2miIl5p8ef02DobTIobCJfSELp2Im0opAsy3Ph9dV8HvbFvPIyQlimSIsBKlSgBOQAEbmM/zkwizzuSL3bl9EU201yXgUVVWRBPj9HSu4MDzFT6ZNhAQ30vgZyk0yjupWBmYjjCRUbi9LsbStWXrw9KQaSRbmgfbKgEOdmc/MZ2XN9UT39NFjw5GGj1y/mhohzunxKKMFGwWTE0vvc9RYi1jMJm5cv4RvHxl7o1MvAOSBHwB3jO3uHLiSeWswGAwGg8FgMBgMv0tMv+0D+C36GnDbr6iv6pefFRZ+/Z4GZoF5IMrCBXGBhdwFDqD6+EhkY1XphnVlV1+tBxO5yyUO6/1Ws+kH1T7XQo1Sq6mY9ZfdwOTkq2sLGuvr6X9+D5nWayls/SB7w1G+9G+ne4AI4GypLll3Q2sZH97eCIoccFlMNBUn+XFO4sljPXxvUCVuX4YYHINcAkoqOGgq41udW3j6oW6emRGpNmXZfWSOW2pUfm9zo7h59/6LiVxp867GEuylHWhagt3H5ilxuXjqo5u45V+PrXqqZ449l0UKhSoQVMR8ClWUOD+TJFXwIDduAtFM0RVAlAusXVQJkpmTuRhaKogtMsSNt72DSU8Z9VVuNE1fE47nOTIU5RPXdqCqKnJRIZmIM/XCEF/c08W15a/dtnN0XmI0I7HOq1Bq0fjKiI0qm8bHW/KvJlkFmMkJnI+bGM+JFFSBErPOIqfKdeX5nwp6zE9PUFlezooaD8Fk6NXhZ6EqyloWbinS06qqqwlFecc3Ttk/saOFj27fyOjQAIIg4Pf54PIBsC4HdzmF6lX0ZpLUBCfpDWq0mBO0L9uGKIp47WbT+zfXV/zkUpB8QZVUDSfwArDzzHiMEyNh6ivrKKb7wV4NoUHE2T4mJkxs3bqV3pnXVvu8QWXA34/t7gxfaUODwWAwGAwGg8Fg+F3yVg5qvAj08FpyzzdDBz4PHGQhn8b02O5O9QraLzZJ0lyN3/XzrkpfKPN7dUmSUNWFLhcvXkxZeTlT0zOcMTv1cas3t8okLt/Q5OeatlK+dGiEO5fYuHyhm0wmw7bt25mKpChEcwx4OjBP9vK5ne38q15HfXCaHSvqSFU08f4Hu5BlmdEcWESdDzTl8VogFovxrfetqXFZJecjR3vZ2xOkYCnBbdPRc0nu/LeTaJLgjqUL0R/du8X/9GMP8sP+JIrFhXvoAB+7dS1fOZ8jF4thOfUQJhHW7rodk15Dv6ma4rV/iKqqWCWNcYud21fWsP9SiHheEcp8tuxTl4K2vKaLHdZ51PxCMszrSuE7ozZ2lCqIIoykRI5GzbS5VMayEgMZibtq8lTZIS7D0biJkYxEWhGwSzqNTo3bqwtU2H7xSRFFEW+Jm1Oj0ddvngTWsBCUQgTsFhOjsykz0PXlfUOL9vWHPF+9p4Nqj41v7zvP2fIdCJkkwvR5rOFh5tZ20jOtgWhi+qUHGeqopP/yZZSiwF2ry+ieS5FOyQAuFnK+vGS3SNd97dg4+aKK3+mCYhHbhacxmUzU19fjLPGxv+uKYxNnx3Z39l1pI4PBYDAYDAaDwWD4XSPouv7bPobfmsb79rwLeLMJEpPAu8d2dz7zKzyknxJL53omhgeWhUIhrFYrV111FSeG5wtnJxPTdrNUPhrPuYKpAp/b6Od7XbPEs3luriqiadAdlziftpHMFVAnLqJWLMF2+OusX9vBucpdPPDulVgtZiYmJ3ns+UPsU5oWPrSYw2W34XU5cNosmNBIx8JMBMPo3hoAbKLGci+8a00Nss3PO7958sDpP7tmW8BlMz2x9xj/filDU+gUE3U7WFdloyLYzcTEBPX19TQ3N+P3+1mxYiVnz3bj8QcYK9jonkpxdjpBJCOj66iyokmyrHJtezm903E8Zp3tgSItbo2HJiw0O1WWulS+MWbDJekousAGXxFRgIG0REwWMYk6tXaNlR6VeruG+AYzqPh8PpzVLdz05WOvbNJZCICteGVDhd+O127hrzqXcN8PexgNZy4DlS6rJLU3+FxOsyS8u0nnn85lWDm7nxt37uB0VxcviCvBZINilo3qEDs6FvP1ESs1Ng2T1c5f3dbB/XsHefLCLCVOS1HTUd65usp+21Iv//B8L5lUivKZE9TX19PS0sKmrdu5+SvHGIv80gooP+uPx3Z3/uOVNDAYDAaDwWAwGAyG30Vv9aCGBJzjyldrDAC3ju3u7P/VH9VrVE37lCSK98+GY7hdTvZfDrGvf/7y3922fMnUxDipVJJvXUgRSRdIKgLrzSFm7bXM5kXKrBo7KnQWB6z8wz/8A+lVd2IOD3HjVZu5qJTyT7e1c667i4Fwju+PizDWhWXoMJooctXOTjZedS37L01wOSkSyevoggiajpCYwVriQ7Q6EQQBk9lMJF2Qy10WS12JRG5+moGiF3QN89RZbt2yCpMoYBJ0TCIEvB78/gDNtVUksjIv9AV57lKInumErOtcApICbHbazWaP00x9qZNMXkZVdVQW6pHWO1QmMlDURRDAIQEICECFVaO9RGGp+40HMV7hcDjweDyUV1Xz2PkI//jCq+kmDgJXv/JCFKCtzsvD71tDNhklI7q4+StH8ZfYEg67yRmO503LKt3cvLqagwNBPrPGRWtrK3/wrecZy5lBMmO//CLK8htZ69e4ENXIayLbpEkmnM2ECiLNASdlDsv4je3lDYqqJ6tscsnHnxrmY015bC+vryorK8NUWs/NXzl+pVOrcWx35/iVNjIYDAaDwWAwGAyG3zVv5dtPGNvdqTbet+ePgWevoNmzLJTAjP+aDutVkij+YCqa+f/+154h2+HB8EVAXN/oX2M2SUxMjKNpGqsLIzwRcaD5GjheKKNdn+cPWz2vVvlobmnnIx/5CHt6ZsmuuY5Zs5sVPolMKskLEzJdMSudZQkOHjpJHtCqV+iXHEuFQ0dmcJkkKqwqcVnE1Ps8+UVX4bzwJDftuo7m5mYAtl+9ibd/7VhR0DAtrvCIT01FQFcgE0Xx1PLSjIbD6UIQJQRJohDWSBfmyMnTuqLrqgAaIDZUui2SIKw2SQJmScQsCUiCQKGoIgCCAOig6DCckRbWTgAoRSyoLPNLNLk0qqz6GwpmiKKIx+OhxOPB5vIQ8HnJygrd4zEePzrLD7umXtn1MrD1lRdVHhtbF5fhsYr0njtDPp8n52+htdZDNF3wjM6kBoHAiZGofy5X5I7llbS1NbOne4iQ4MFhLWKmyKqNm+iolPmPYchqVtBVDudKWS7McXerjx071mM2mxumpqaobawt+d7JMeo9Fmym/Kv/Q3l1HX+/74pjE71GQMNgMBgMBoPBYDD8v+ItHdQAGNvd+VzjfXv2AJ1vYPcvAH92hXkz/jumt33hwF/c3lF9/5P3btrcUuEmmc4yMfnqBTcTExPYLl6kULEUrW41A94KZsdMLHGrbCzVyedy7Nq1iy3bZX7vwW6is0luWOfhf++fIpI28YWb23iyN0p86x+gI6AU5eJ1y2osLXqQ50ZynI2beG9DnqylgWcyCtvueD9vu2oV2UyGQGkpNouJD2xpdP7tnr5Jj8tS57KImF/6KpqiYLFY+OxnP0vH2vWazWISR0PJos1iMm/7woEJkyg4llV7Stc1+NjS4mN1nRdRgGgsTi4Zo3cmwblgjsmcSFwREQSwizqyJlBUFDRVQwgNole0oebTzBX8XE6byKkCOgs5L1wmDb9Zp9ym0VRior26BI/Xh9PtxVfiZHQ+xbGRGCdPTtI9cYFgsvCz4z8CeHn5e/K2FZX8RecSPvLoOe5tyhJJwxPTFjIj0+y+ZRl/s6efuUiuFThnNol+dPjSi4PaZCw31x/JVv/Zzhb+/sA41y2qpnd8DpupyOLZA5z0XwWSGXF+GJtpjnX3/Alms5lDhw5RKBTo6+vjhyMOvvD2ZVSXWOm/3Ecul8PhdPHsxbkrnVMH3+xkNBgMBoPBYDAYDIbfNW/5oMbLPglcB/yi9JF54ENjuzsf/s0dEjTet2cxcP/bV1Vbakskjh0+9GrSUFhYbdDe3s7ly5ch2Ic5Nsz1u3bhaVnFmbiF707ImKbnWF4Wp5UQqiIhawJfOBmj0udEMFn5/HMjhBJ54ukiuYJ6Glifz6t8f04imLXw11eVUl9djsdzLZmDw8hFhaqqKjLpDLquAfDNQyNnAz77qhqPjftv38GplQ6tq/usvmZNh7CqY62YTKfF+UyKSDBobmpdwouf3lZf43MQT2VIxWP0zczypfODjKc04kURjYUARoVNYFWJQsCi8WLIQkoRuaZM5mRQJTt0EmnsNOLYccSt7yUiC9z2ugSgktVOVPQymTMRymnsi8o8PplFVjMo2iSForrwkDXycpG8rL1+6OeBS8BGwOa0SPztbcu4epGfv91zjhZHkeMRE2fjJtb5FG5pdbKy1o9FFF5pv7rcZ08k0rIHOHJiMn5VJlvk0a4gFklkfY2TfQMSUKS+vp5TKRXzsQdR23dxsWwVp2YyWM+dpVgsAjCQEjELKhO9XWh1daxcuRJBEJhLFgqyqp1i4a4cE1AC1ACeXzKtjv2S9wwGg8FgMBgMBoPh/1eMoAYwtrtzpPG+PX8D/M3PeXsKuG1sd2fXb/KYGu/bIwBfBizdk3G2NPsBCAQCeLxeXB6/6ve4hUxenrLaHOcPHzogvfPud924ZPlKMVfUGTs5yaH+aOSW1VU+XSuKD41L5FURRJGCnMeDxJGR1OlCUVvHwkUxgF0EfnQpSEedly/cthJd15mdnaW3twdbXOZMxMz+fdMLO9vt2OqXIVpNHZF47vLBS6ElxwfCFx/5yIYVtVWVhEIhjh5+bWGApsFw/CL9CRiOF4nLwqsBjEqbxiqvSqtTezVnRFKGH89ZiMgim/1F1vtlpnMCsmTn1mXlTLhXUF9fT1ubieGClcfHJZaUO/mzG5YSyxSwJQoc7ZqmeyLG+M8k0rRbJWwWEzaLiNvhQJIEBFABTVG1UlnRrpZljVqvja/cvQotl+DR/9venUfHfdb3Hn//frOPNIsWW7J2y5Z3OY7txI63EFIwICAkOKVNwiUllyQlpNBCDy4tLbcQEBQoSxoISVhbCIQEromykc1rvMSO913SSNa+jZbR7POb+8dYxkmcxjHcgpzP65w5x+c38zy/Z0bjP+Zzvs/3+dlP2Z+YidOEIrfJbbUJ5tbVUlxaxs0/2MmW5sEz87sctvzO/vGeooB7eTabZWgswbMn+iOBPKd7T3fCbpkOqmumYZomriMm9XU1zK2Fy9+2kH9+9CBm1uTachjuaOHxWDVLXN1YVgntbW10dnSwYsUKPA7TBaw+x9enj9xpLRFyp7XUAkWnn9t+od9JERERERGRPzVv6kahZ6tZ3+QC9gGzz7q8DXh/qLHhDdf4/wHWMws4BqTnlPq6n/jEmspUOpMZiyVa3U7HI16X4ylyP1DHJ8aMxVMN//irg+/YsK/rQ4AP2BjwOK7c9um38OUvfoGdPUnSlZfi3fVfrF37Du4fnEk4mtoHFABTnXbTWT4lzxyOJCnyOFo+sLRi+lVlGK2tLQCkLfhOi5s7Z+b6OmwftLFnzMt75k3hX39zdAxoA4p/8KHFpYXJPnaHBjgRMemMmQynTLKAx5al1GVRm5dhxlkBxtnG09DU7aQ7brKkIM2KwvSZPhnfa3Hx1mkmq2uDeH0BfP4gvnwPx7tH2HpykMePDxBJZhgYjjEaTZ3vx91OLghYCrnAw+PKbVdxO20MjsVJplIk0lkwTTz7N3DdygU0XHMdxwcSfOIX+xiIJAE6gbYpQXeFw27mh8eSJ0oLPctau8cAKCv2DsTimeJwJEFtmY9bl1fxrvkl/K//3MOdM+OsXLWK9vZ22kIh9oRtPN9nYvW3k/FNwb/tPtauXUttbS0ul4vFly/nPXdvo3Vg/LXe0yuFgP3kAjr9pxcRERERkYuCKjVOCzU2JGrWN30UeOb0pQeAO0KNDa9qtPA/pBWoArqe+MSaDLDQYbcdK/R5X3M9Prej6Vt/eWnThn1dnwM+CVw3Ekvx28O9XHLJJew/+ksis67Ebrczb0E9l7d7ePJQ7yVAJpDvPFHoc83pGYoSS2R6w2MJ+0unho21MyvPzG83IZ3J8PTzz9NbtoJRm4+vvGcmG5uHcTtNnz/PGXTYbaVfeb4Fl2ngMhyUuCwWB9PU+Sycr9PAM56Gx3odtEdtLAykWVeexG438fuDBAIBjozacLoH+fOrFrKnbYht+8PsbmvjSPcoqczvfqfbbSbTir1Wgd+V6h6IhpJpqxCYco5btpP7sZ8Brpq4WOR1cs8Ni5jiznLiyCESiQQ/3dXGKWcZGDbSbj/xRILfHB7k848egdzxvoeAK4DyPI+Djt4IFSX5y/rCsX3ktoSMOOzmjL54LhCKJtJ8+amT/OLFLgyHycpVq4lFo7SFQgAsLsgwvO8ZdhVdie3ERtLpNO3t7dTW1jK9bjbf3xJ6I4EGQA3woAINERERERG5mKhS4xVq1jf9ANgN/Mdk/wFYs75pHfDQOxeU8sX3zOKRX/6CX45P55ayIdatW8cDm1t6P9905FhJoafO47JP6egbP5bOWHYgHyivLvKy4aPL2bltCwAtLS08FC4BuxsjaxHw2Mk484mns0QSaVKpTN9YLDV17tR8vn39fA6+tOu81pm04MkeB83jNhYEs/z5XB/BYAF5/iAF/nzaBiJsbw3z071djI3F6QzHzzVNB7mQIgOUAHU+j8MoDrqJxtP0hmPHyVVjXE6uIscElpw1fguweO38Eu/Xr19Ie6iVjlPtQK6nRVOXDeem75HOZEis/DDeTIJ9gzbIHe/rASqX1xayv2uE4oCHjJUlkcwwMBKfOA72uZppvqtCuaqNrD/PMez3Oo2O/nGjZpovcOvy6o73LpxWcezwAYaGhgD41YkIJ8Np3Dt+gt1uZ+3atSxfvpzCihlc/fXNJDMv6wNyPupDjQ0H3+ggERERERGRP1Wq1Hi1W0KNDW/41+KfqIeBTTtDQ86CgG/5LbfcwhMP7GDlVZcSj8dx2CmpmJpXAjDxYxuYDjgB2oeidI4k2TbkpDUCPfEZ4DYhm8XsO06RJ81t772StL+Mv7x/JxkrGwRGj/ZE/IWB/NddXCZrsCns4UAYFpbm8cA1deS7HOw7FeaRY2F2tx9h36kRYqkMfq+DQL5rItBIkQsTBgHX6TVXnH6cYTegtXuMkgIP06f5Zg0Mx2eNxVLPcVZVxllW+d323s+8czbZTNo7EWj0xuGxHid/Xe+iaMmdPLlxO7/taidVOZsCX7I1PJaoctpM91fX1dNwSRnXP7CDjqEYbqeNgZE4wAwA02QpWbLk+pcYVjpbYM+duztgGCQ/86uDFb96qZP7PrgEV+gku5u7aKeYawqP0FWf6x0yb948amfN4aYHdl1IoHFAgYaIiIiIiFxsFGq8wkUUaBBqbMjWrG86OBhJfjTUP0pf61Hc2TiPbNzD3GlBfnUwSSKZoX84V/lgmszye50pj8vudDpMDMPg/zxxlDKPg4X+GEuSrTx+coS020/esd+yeO1aopFRVi1ayPVLKnhw1ykncCiSSF86Ek3i9XqJRqOvWpdlwdawk/2jTuqm5PEXi/zsPTXCDffvouXcWyoGi4LuQFf/+EvkTqiZBcw/+wVOm8mC8gC/OyK2AL/XyVu/+jyhwSgOu8m0Ii+FAdfyzv4o6VeEAmvnl/DF9y0oiY6FcQenUF1dzeHmNh485ebDlxayqn4GX3jsKA8PzwI7mL1jW6tKfCvdDpPv/sUiCh0pNm9/kXQ2S77HQahnFGAvsAgg3+PwpTLWsMtuBu9860w+9tY6rvneC1QUeIpPF0tt2hUKr3jfPdvsP7p5Kb/eOsK7S2PM8E1n1szpGIbB7Pn13P1cC/s6Ri7k6/BfFzJIRERERETkT5lCjYvffoCX2keY4/PhTvTyXHOCR7vsrKqbStdQjKqSfMzccaSWaRg7hyOJ8r5wdFbGgpuXVrBiSpq2tjYI1tDNAIejeWeaVsZiMQCqCr0T94sCNPdHyMvLe1moYVmwPWxj15CDaR6L73zgEq7+2iYe2nHqlWtuBrrJVTVUFPhc1cmURSJlXTbxguJ8J4urClg2vYDl0wuYWeJneCzK+Ogw42P9HNhzgtq6OfzbuoVcf+92UmmL9t4IgXxnuHJqnmc8nqIvHKfE7+JL1y5gUXk+zUcPMDw8TH9PEbPnLWD9c32sW1RKSZGPP/v3zQyOJycOO7deAAAUqklEQVRuv82yWJmKpZlW7GXb8Q4W+2JsGs4nngzTG45iWaQ564jgKX434fFkakF5gNuvnMGWLVsIOG186rp67nrqGMAa4EBoMFrywZ/snnpFbRHvXFrDiaOHyWazTJ9Rx9H+BPduarnQ78HPLnSgiIiIiIjInyqFGhe/SwBebB/G5jxF197nSdS/F5JJTnYNku+ycWogSjJtAVwVamzYXrO+yQT+Hmjc3znKW6pLzky2oKKY410uams9Z671DA7z3LE+gM1AAuBYb4QVU84EHewesrF1yEGh0+Lm6jgBJ5BKcElFkBdaBiHXD6MLmEduy8aMibHBfCd2C264vIoragu4rKaAgMfJQHiY2Ngwoz0tbD0+SiaTedkbDzUfZ+XKldhMg4yVK4cYiSTjI5EkpYUeZlcG+Js1tVQ4xtmz8yAT/WUGBwf52EN7WVU3ldb+ePZzG44ZZ00bB2YCeJ027rm+ntt+uoeBYJpN/QnikRHGY2YGeBFYbhrw2Ya5PN08yNyp+VOa9nVv29kysKJ4ylSmtnbx2O5jeF12fnjzEj750IH6ZDY7atrM1P/d3eF47/wS5ixYSLi/l/zCKXzsG5sv5O8fBX4Zamxov5DBIiIiIiIif8pe5zwKuQhcdfuVtbx93lRCLa3Yek/gffpreJ//NnMHt/PMJ66c2Ipxf6ixYTvktuCEGhu+DPzzoa7RrM/vPzNZkROSlkFxcTE1NTXMnz+fksIAP791OcBqoBigZSCK3eXhwLDJ3SfdHBi1cWNlnJuqkrlAA4iOjbCkOjgxdQhYDvjznDZWzizi41fP5IYrqlhRW8jPb1nCR5YWMsM5SsvhfWzZ9DxHD+ylLRQiHA6/KtAAiEajDIxEmF3iO/uyHaBnKMbn3zmHH21v4V+e7WQ48buesI90OjBTcT6yvIoj3WNJciebbCbXTHQzMBXg1HCMbzzbTLU3w8b+3H8lz1AzU7JDcdNkeb7Lzo//6jKmxVoYHBljXUWMWaW++n/acDhcUV3D/EKT0KhFOpWi3BHjl7cvo7TQ6+/oHzfiKWvTh37wYmJ/X4q58+Zz60/2MBpLn+/ffA/wr8AKIBhqbPjQ+Q4UERERERGZTFSpcfGzbl8znf6uU3QUBrHb7aTTaex2OzOmTwfAbpojyYz1mVeM86yYUbTU57afKPLnzbpi5eqsy+kwHHYb37t/O3PmzCUWjxOLxWhpaaGyqpopPhf9YwkTOHi0d2zBp5+OYMs4eH95nGmnCzucTicejwePx0NxYQHXLzHTdz/XvAOYMS3g5r6bLqWu1M/g8BgDQ0N85tl+PlaXZveO7gt682MjIyyuCnK4e3TiUhIg6HVwaVUBt06Ps2vQ5IdtbqZlw0RHh4j4KllXmeLBLQe4fGahqyMSn2+aBnbTxDDIAtksGJmMxZaWIea7wjAwAk4vpt1JfjCYl+fxZQMeh/GVZ44RG4mQdXr55rfu485bb/OdcpSPmobB/CluHg4lME0ItZzk+22d3LikjHyH3f75pqNrEulM18d+tjdWWXh8Rtvgq3uTvEIPcD/w41Bjw4kL+rBEREREREQmGYUaF79vDowl/qGurq5mem2tVVVTw769e1m4cBFrVq80j/eM9CUz1m2hxob+swdFYslv33vjoveORMZp6+zBSicNK52iv7+fZCrFli0v3wqRFyyissBLNJ0xiwPuBSOpTOKut89xTbXH8Xq85Hk9uFwustksqVSaVDpNJpOmuthnd9nNlYm0xe1X1uJnnM0b99Dc3MzTo0VM8zqxZT1cCMuCroEwlYUe8jx27DYTl8O0GRgjpmkEbv3ZS6TSeUQTKSwrQ6sVgLwgpJI8fMqkwBOlaqqTy6uCPHmol0Qqg2VhkKvWWD1xn6nuUdxj3STzS/CdfJb0/Hezd9jc8v7F5asrerfw9KGDpCouYWzFLfz8eJTPXhPw79m1g1gshmG4McnybJ8dWzZDVSzE9IpZ7PuXt/Ni60DZunt3DLYNRl8Elr7G2+wH/gX4fqixIXFBH5SIiIiIiMgkZUz0EZCLno1c40rv6X8b5EKtEWD0lS+OJlLf7mwPfSwUCr1qonuaXdxUlcDv+N01Y+oMvr61m/FkJvXZd8xyrJheiM0wCA8NEo1GGRsbY3h4mGQy+bK5Vq5ew3AsQ1mBl0gsQevJ42zbto3Hn9tCZNmH8G7+Lle97Z0Ey6oZTRtE0gbjaYNoJveIZyBhGSSt3BGxZzMMA5fdhsdl52TfOFY2G02nLa9lZbEswitnFsVuX1NbdmzvTnZufZ7dhatxnNxCuvYKPDa4ea6T4jwXa9as4W1f38iJvsjE1GHgKDAHKAC4ps5BTyTJdaXjLHvru3j7N7fsTKatn//dJXxl08M/sCWTSexON7XvvoWjUS/FLot3lCR5OGQxknFgs5l8dEYK9+mY0eVycenSy3n/vTs43hsBOAL0kdveUw3kk2v+eUeosSF8vl8CERERERGRi4kqNd48MsD46cfr8jjtPabNds7nvLYsfXETv8OiNw5N3S5SoR7mTs3n4Rc79lxSFli2Z9fOMyejnM2yYCQNQwmT4ZTB5g27iGUdDEVTRFIWiYxBPDmT9OW1YHcRverjNKUsXJ0mbjOLz54l6MiSZ88y1WXhs2fxObIEnQZlhT4KCgpw+4IUFwQZiSXZFQrzxKE+OvvHAXYBV66cWcSn184qqAy6C/LcDrKVpfy27DJsAwM4Ovfj6T1M1Z/dwAOtflbXBFiaSOJxvuyzOEDutBKAY0DP9n5b9bIZFTXrrltI93A0O6fE94UNd676zW0/2f3wX99x54FDB/b7PB43NeUmb7Pi7Azb+EnITiKRAqcD195f0eWYTW1tLQCJRILurg4+sqqGv3/4IMDc048JjwA3hhoblEqKiIiIiMiblkINOSfDMEYN27m/HrbkOFuP9fOcbxpxm4flBSkWVgfYP+ygKOAu+eozJ4iMmwzHnMQtg5T18goKh5nFbWbJs0G+PY3PkWKaz6LQmaXAkaWnvYUnn3ySpCtAas7VUFSJ3ciNiWYMhlK5ppx2m0mBx05Z0MvsogA9DpOXuuLsaW9jd9teBiLJBLkjbWOAC3CYBtz3waV0treye0cbFRUVBMuqOWUM8+6p/fTU11NVVcWqVXMpKq/hU78+RMN3t9MzdKanxVZ+F2gAzC4LuGdfu7iM0HAC0zQ43hcJbbhz1W8A7v3gkjZg0cqVK47t2rHdHo/HMU1YXpQhfuB5doUdZL0BjL6TtLd7zoQaAN2dnTQsX8HnHzt6riah/6lAQ0RERERE3uwUashrGTFtjixgGIaB1+tlfHyclpYWBo70kJx9FaTTuMiwM+zg0HiEPI8bp93Mi6Us6ks8MBajyGXht4P5Bs7Zqa2tZe3atbS3t1NVOs706SlOJLxs6zdIprNcVhPkxqVVNPeM8MTRfva0j/DMsQFsponNZmQNg7TP58LjdTpcduOyUp+bI10jDI0lD1lZ+P7WVt5d5yWbzbJx40aeTE1niS/NnLIaLru0nul1c+iLWvzVj3ZzpHsMt9OktDCPtGWNdPWNr7ROr3NKvouPXz2Day8t57l9J3mpbZSu7m6unFUyHfABY6df2pK2sl+prZv9D4cP7DuT8FRVVXHkyJNnGrdWVVW97HNIJpNEx8e58fIqvrOx5eyneoBH3/BfVERERERE5CKjnhryWt6dSmc2pDIZXA67YTNNduzYwYYNGzhw4MCZF9XX1/OWt7wFt9vN/EWXsfiuZ/bftLx64YcvDdB8/OgF3dhut+P3+/EHgnh8QYoLAgyMxdkZGmLzyUH2dY9hGWBZWYYjCUbHUwAp4AXgCrfDdLxrQSmrZxUTjqXoHE2yr2OYgfEkBqQBe3Whl2xkkO6eHrLeQoIv/pgP3fxXrL7qau567CgP7e7IZrOcOD1vDfBSod+1KpDnJJ5I8+Hl1dxweSU93d10tIdoH03ym24Xd8zOsvyKFRmX07GAXN+NCa6xWKLr5NHDhQMDA2cutrS05MKbqqqXVWn4/X5KK6qpLi9l3T1bebF9+OyP6M9DjQ0PXdCHKyIiIiIichFRpYa8liccdtt8h93WDwyFI7Ff+3y+9+SqC468qrogHo+T73HgcdhKm/sjuDxl530jt9tNMBgkzx8k3x/En+/hePcIz7SE2RlqYU97mOFo6tXjnCZFAQ9FfjfJtBUbGI6tuay6kO/eeCnhkREGezrxRQeoy3PxtzctY8WXn2M0lj4MLKzwu+lLu7D803Dv+BGJRIJQKJT9169v3tUXSbwA/FuosaEToGZ9kxMYGxpNUJLvYsH0Ip463odnvJMSe+7AEZcJVjZXXdHS0myrqJr+Y5/XdflZy014Xc6bautmPzo4OGhOhIm1tbUvCzMKCwuZVlmD0+3lO5taePDevYwnMxNPZ4GPK9AQERERERHJUaghryVN7sQNAIJ57qfDeb73vGxryCuqC0YiMaqLvFNb+8ejAV+e91yTOhwO8vPz8fl8uPODFBQEsLKwpy3Mrw+E2d3WzqGuEVKZ168giietiQagG4P5zitLi7z0xJLc/0KIutQpnKZ1phIiPDrGuqXVPH64b6HHZc+0DEVtH19g58F7v3UmoJk1Z67xZyPFpV+8rv4TZ98n1NiQrFnf9I/A33aFY2UP37acB5/ZwS9CBiUuJ+8rT+IyYWLJnR0dlFdULQbeBvx2Yh6baTyexdxVUVm17FR725n5DcOgpKSEkvIqYpbJV59tZsPeLtJWNgs8SW6rSQvQHGpsOP66H4yIiIiIiMibhLafyPl6W/fA0OMHX9p97iNRgFnzF/KlZzt48mDPsdbGhtn79+/H5XLh9OThzctLB3z5hmEYVjSR6jzWGxn5+YudC15sG7KdGnr1KSlvwCmgFHAA2E1416Jy2obGsaVjJA8+SyqbxZqxAq+/gO7hBH3D8f3AwpuWVbHC28PWTc9TU1PDNde8j7xAcDTP5Qic60Y165tMYOnXrl/Y2LCg5KrNmzbzVK+Nw6M2ZmV7OZIu4Fr3SWpra5k6dSozZs3pzPe4qsmdPDNhZjyZOrLjhW12y7KYVlbOtIpKmvvHufv5Vp471kc2SyfwAPD9UGND27nWIiIiIiIiIgo15PxVROPJ0NbNG8+EGoZh4HK58Hg8eDweppWVc9/2Hr6zsfl7j9y+rH7m1PwyMDb7va7twGFylR+95LZRULO+aR5wL7DqAtdkARuA9519sb48wH99eAmf/vp9nDTLyGYtnCe38Nb66QQuu4a7HjsCsNdhMxYd+NxaTCzSmWwmmbE2BvPcHyV3TOt/xx5LpPa0t4Xq29tCHDzZzuPDBVg2J/7t32ft2rXU1tZyyeKlVlFB4FabaT5w9uCxWOLudCp5h8vp4tmjfXxnUyuHukYBNgLfBDaEGhsy57qxiIiIiIiI/I62n8j56vS6nbY58xdi2h3keT3keVwMjyfoHo7SOhTj6d19PHW4F2DL4pri215vwlBjw+Ga9U1XArcAXwGC57mWUeB+4NuhxoZQzfqmSuBqcts9rj7QOVJyuDvC1XPL6P3pT89sL5lWuowb19Tyb08eI5mx+lKZLDfev2PX19bV76uZ4rvHCy+d5/3THpdjXXV1zaGuzg77QEcL7tPNU9NAe3s7tbW1tJ48bvoWLf6mx2U+CIxPDPZ5XOs3HBssu+uxHdf2jiaSwM+Ab4QaG/ae5/1FREREREQEhRpy/rLAX3YnHHP+44mTH2nuj5T1jMRJW+es9Nl6vpOGGhss4L6a9U2/Ab4BfOC/eXkH8DVy2zJGz5rjFPBD4Ic165sMYMGjB3tv/dQ73nXH0NCQ0dbWRlVVFdXV1UTjSf5+7exv3fXYkU8C1+1uCz9cM8V3IVURxxOZzK8rqqrXvVbz1NHRUfoHBrzFxcWf9boc688aG/mbB1+6AfgH4J5QY0PvBdxfRERERETkTU/bT+QNq1nfFAR+wCu2fZz2i1Bjw38XTLze3O8E7iF3jOqENPAl4EuhxobzbsAxMh4/3tZ8vG5gYIDKqhoqqypT2Sxf9LgcXwISF7rGs1QmkqmW7S9ssx89evRVzVMNw2DuvHmUl5UBmJzediMiIiIiIiJ/GAo15IKcroj4O+DLwESfjQGgPtTY0PN7zp0HfA74W6APuC7U2LD9AqZqGBuPbTBNM5u2sk8F8twfATp/n7W90lgscX9/b+8tzSde3oajqqqKkvJK2sJxGp84Pv5C82B1qLFh8A95bxERERERkTc7hRrye6lZ37QS+DlQDlwbamz49R9w7tnAeKixoeMCpzDiyfQ33E77L3gDW2LeoCmJZLpz544XHPF4nClTpjB33nwsDP7mwb389vCZnSVfCzU2fOr/0xpERERERETelBRqyO+tZn3TFOADocaGu//Ya/ljGI8nv2pkrU+ORMZxuvP492dO8p/b28bJhT2HgTxgPnBHqLFh4I+6WBERERERkYuIQg2R318gY1lDP9neZn7h0SPZtJX9IfBPocaGrj/2wkRERERERC5mCjVE/gBONzj9IvC/Q40Nu//Y6xEREREREXkz0JGuIn8YTwFPhBoblBKKiIiIiIj8D1GlhoiIiIiIiIhMSuYfewEiIiIiIiIiIhdCoYaIiIiIiIiITEoKNURERERERERkUlKoISIiIiIiIiKTkkINEREREREREZmUFGqIiIiIiIiIyKSkUENEREREREREJiWFGiIiIiIiIiIyKSnUEBEREREREZFJSaGGiIiIiIiIiExKCjVEREREREREZFJSqCEiIiIiIiIik5JCDRERERERERGZlBRqiIiIiIiIiMikpFBDRERERERERCYlhRoiIiIiIiIiMikp1BARERERERGRSUmhhoiIiIiIiIhMSgo1RERERERERGRSUqghIiIiIiIiIpOSQg0RERERERERmZQUaoiIiIiIiIjIpKRQQ0REREREREQmJYUaIiIiIiIiIjIpKdQQERERERERkUlJoYaIiIiIiIiITEoKNURERERERERkUlKoISIiIiIiIiKTkkINEREREREREZmUFGqIiIiIiIiIyKT0/wBI0oFe0xBItAAAAABJRU5ErkJggg==\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"path = (\n",
" \"data/contiguity_diagram.gpkg\"\n",
")\n",
"\n",
"blg_s = gpd.read_file(path, layer=\"blg_s\")\n",
"tess_s = gpd.read_file(path, layer=\"tess_s\")\n",
"blg_c = gpd.read_file(path, layer=\"blg_c\")\n",
"tess_c = gpd.read_file(path, layer=\"tess_c\")\n",
"\n",
"blg = pd.concat([blg_s, blg_c])\n",
"tess = pd.concat([tess_s, tess_c])\n",
"\n",
"\n",
"blg = blg.sort_values(\"uID\")\n",
"blg.reset_index(inplace=True)\n",
"tess = tess.loc[tess[\"uID\"].isin(blg[\"uID\"])]\n",
"\n",
"tess = tess.sort_values(\"uID\")\n",
"tess.reset_index(inplace=True)\n",
"\n",
"weights = libpysal.weights.contiguity.Queen.from_dataframe(tess)\n",
"\n",
"f, ax = plt.subplots(figsize=(20, 10))\n",
"tess.plot(ax=ax)\n",
"plot_spatial_weights(weights, blg, ax=ax)\n",
"#plt.savefig(\n",
"# \"contiguity_diagram.svg\",\n",
"# dpi=300,\n",
"# bbox_inches=\"tight\",\n",
"#)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "ceus",
"language": "python",
"name": "ceus"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.2"
}
},
"nbformat": 4,
"nbformat_minor": 4
}