"
]
},
{
"cell_type": "code",
"execution_count": 92,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import datetime\n",
"from scipy import interpolate\n",
"from IPython.core.interactiveshell import InteractiveShell\n",
"InteractiveShell.ast_node_interactivity = \"last_expr\" \n",
"# ‘all’|’last’|’last_expr’|’none’\n",
"#https://jupyter-console.readthedocs.io/en/4.0.1/config_options.html"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Nous récupérons les données les plus récentes sur le site en pointant sur un fichier au format .csv, si cette récupération est possible nous enregistrons une copie de ce fichier. Si pour une raison quelconque nous n'arrivons pas a faire ce téléchargement, nous travaillons sur le dernières données téléchargé."
]
},
{
"cell_type": "code",
"execution_count": 93,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data1['s1'].plot(title = 'concentration de CO2',);\n",
"data1['s1'].plot(figsize=(15, 10),).grid(linestyle='--', linewidth=1);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Nous allons approximé la concentration de CO2 avec une droite, puis faire la différence pour \n",
"n'obtenir que les variations de la concentration de CO2."
]
},
{
"cell_type": "code",
"execution_count": 101,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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3traOejAjIyNkMplRv34mI1r4ET1cRAsX0cKP6OEyHbTYvHlzl9Z63mSPoxqQ+5FTR7TwI3q4iBYuooWLaOFnOugx2vuRCQtMKKVuAI5qrTcrpVZHrP+/QAH4qb0oYjehXqZKqXcB7wJYtGgRH//4x51111xzDQDr1693li1fvpwVK1Zwxx13kM1mAWhsbGT16tVs2bKFjo4O57XXX389vb29bNq0yVm2cuVKWltbaWtrc5a1tLSwatUqNm7cSGdnp7N87dq1tLe3s3XrVmfZlVdeSWNjI+vWrXOWLVu2jEsuuYT77ruP3t5eANLpNGvWrGHHjh3s3Llzwo/JO8aZckyn8znZ+51JxzQTP6czfUzecc6UYzqdz6mzs9P5f6Yc00z8nOxjuuqqq9wdCBNKa2srjz322Khf39bWxtq1aydwRNMH0cKP6OEiWriIFi6ihZ/poIdSalT3I0rr0Nx/vAZwI/BWTPAhA8wCfqW1/kul1NuBdwPXaq2HrNd/FEBrfaP1+53AJ7XWD5d7j8svv1yP5UbgxIkTNDU1nfyFVYBo4Uf0cBEtXEQLP6KHy3TQQim1WWt9+WSPoxqQ+5FTR7TwI3q4iBYuooWLaOFnOugx2vuRCfOY0Fp/VGu9RGvdijG1vMcKSqwBPgy8zg5KWPwWeJNSKq2UOhs4H3hkosYnCIIgCIIgCIIgCMLkcya6cgT5T4znxF1KqS1KqW8BaK2fAW4GtgF3AO/RWhfH8429KbTVjmjhR/RwES1cRAs/ooeLaCGcDnL+uIgWfkQPF9HCRbRwES38zCQ9Jtr8EgCt9X3AfdbP51V43eeAz52JMQmCIAiCIAiCIAiCMPlMRsaEIAiCIAiCIAiCIAgCUGWBieXLl0/2EKYMooUf0cNFtHARLfyIHi6ihXA6yPnjIlr4ET1cRAsX0cJFtPAzk/SYsK4cZ4KxumALgiAIQrUgXTnOHHI/IgiCIAjRTHpXjqnIHXfcMdlDmDKIFn5EDxfRwkW08CN6uIgWwukg54+LaOFH9HARLVxECxfRws9M0qOqAhPZbHayhzBlEC38iB4uooWLaOFH9HARLYTTQc4fF9HCj+jhIlq4iBYuooWfmaRHVQUmBEEQBGEq8Mje4/SN5Cd7GIIgCMI4su1QH0d6RyZ7GIIwLamqwERjY+NkD2HKIFr4ET1cRAsX0cKP6OFyOlr0Dud5438/zN/+QDwJqhX5LrmIFn5ED5fpqMWrv7aBVTfePe77nY5aTBSihZ+ZpIeYXwqCIAjCGeSRvcd5438/DED7F14zYe8j5pdnDrkfEQQBoPUjvwdg1+deRTJeVc9/BaEsYn4ZwZYtWyZ7CFMG0cKP6OEiWriIFn5ED5fT0WJnZ7/zc89gbjyGI0wz5LvkIlr4ET1cprMWu48NjOv+orS48fbtPPhc17i+z3RgOp8XE8FM0qOqAhMdHR2TPYQpg2jhR/RwES1cRAs/oofL6Wix80if8/P+nqHxGI4wzZDvkoto4Uf0cJnOWgxmi+O6vygt/nv9Hv7iu5vG9X2mA9P5vJgIZpIeVRWYEARBEITJZueRfupScQAO9AxP8mgEQRCE8SabH9/AhCBUAxKYEARBEIQzhNaanUf6ufZ5LQDsPy4ZE4IgCDON4QkOTBRL09cjUBDKUVWBieuvv36yhzBlEC38iB4uooWLaOFH9HA5VS12dvbTN1Lg8tZmGmuSUspRpch3yUW08CN6uEw3LbzBgmBgQmvNLzcfOOVgdFCLfLF0SvuZCUy382KimUl6VFVgore3d7KHMGUQLfyIHi6ihYto4Uf0cBmNFh3dg7R3DfqWfeH2HTTVJlnz/AWcNbtGSjmqFPkuuYgWfkQPl+mmhTdYMJL3Bw7au4f44C+28tIv3ntK+w5qUfAEQXKF6gpSTLfzYqKZSXpUVWBi06bqM4gph2jhR/RwES1cRAs/oofLaLR41X9sYPW/38dAtgBA90CWDbu6ePMVS5nfkGFJU62UclQp8l1yES38iB4u002LnCcwEcyYGMoVTmvfQS0Knvc6XmXdnabbeTHRzCQ9qiowIQiCIAhngr6RPEM5c2N6z46jADzW0UOxpLnO8pewMyb6RvJVnZYrCIIwE8h7MhdGcv7AxMmyGq78/B/42G+eGvV7eYMg2YIYbQozAwlMCIIgCMIpUiiWONafDS3f3NHj/Lyv25Rz2NkR586rA2BJcy3ZQokP3LSFl51ieq8gCIJwZmnbcpD3/vyJ0PJ80S2vGMmXD0wEjSu11nT2ZfnJxn2jHkPB914S2BZmBlUVmFi5cuVkD2HKIFr4ET1cRAsX0cKP6OFia/HFO3fyos/9gRND/lTajbu7ScYVDekE+48bH4l9x4eYlUnQVJsCYOmcWgDWP3uMxU01Z3D0wmQj3yUX0cKP6OEyVbV4/01buHXrITr7RnzL8xVKOSplOPQNn7zMI6hFoUIQZKYzVc+LyWIm6VFVgYnW1tbJHsKUQbTwI3q4iBYuooUf0cPF1uKnGzsAuHv7Ud/6h/d0c8lZTZzfUs8+K1Oio3vICUYAnD+/HjBPz7zLhZmPfJdcRAs/oofLVNVixYIGAB7Y1eVbXjEwUShvjHm4r7wJ8n/dt5vXfv0BGuYu9O/PF+ioroyJqXpeTBYzSY+qCky0tbVN9hCmDKKFH9HDRbRwES38iB4ubW1t5Isl8lZK7sN7up11fSN5nj7Yy1XnzGHp7Fr2HR9Ca822w32cN6/eed2ixhoSMQXAstl1Z/YAhElFvksuooUf0cNlqmpx9lzz9zrY7nm0pRzBdYd7TeZFJhmelv1y836eOtjLv/3sTt/yQqn8/mY6U/W8mCxmkh5VFZgQBEEQhPHi0Ilh52Zzn6e7xsO7uylpWHXuHM6aXcvh3mHau4c41p/lhcuandfFYoqWWRkAls6RUg5BEITpQEmbAETvcN63vFK70EoZDkeswESzVebnpSGTNNsEkiK8pRzVljEhzFwkMCEIgiAIJyGqa4YdjFjcVMPBHpOKWyppPn3rNhY1ZrhsaTNnza6lpOG2pw4DcOnSZt8+vv9XL+KvXtzKK5a3TPARCIIgnDpP7OvhVf+xgcHs6bW9HA3dA1l+88TBCX+fU8UOCgQDE752oYGuHNkKGRO2pplkPPReqbiZqmUDSRG5YvVmTAgzl6oKTLS0yI2fjWjhR/RwES1cRAs/1arHjbdvZ/nHbueh59x64paWFicwcdW5czjcO0y+WOLgiWEOnhjmPa84j0wyzlnNxjviod1mWzsF2Gb5ggY++bqLaKxNnqGjEaYC1fpdikK08DNV9fjILU+x/XAfz3b2T/h7/f1PHucD/7uF5Kx5E/5ep4IdFOgLZkwURusxER20UBXeM5HxXzuq2fxyqn5HJouZpEdVBSZWrVo12UOYMogWfkQPF9HCRbTwU6163L39KCUNP7aMLsFo0d41SCoe4/JlzZQ0HD4xwq6j5qZ9eYsxR7NNLR/e3U1TbZK6dOLMH4Aw5ajW71IUooWfqarH3i7T9lipStNnP0f7Rrj50f1orSPX94/kI9e1Wy2WL77kklMY6fhxrD8b6rgEblDgxJA/MFGwPIdiKhwsqFTmkbVeW4rQwg6CNM7xTz4Lp2h+mS0UOdxb3mxzOjBVvyOTxUzSo6oCExs3bpzsIUwZRAs/ooeLaOEiWvipVj3sm89H2487y+7Z8BC/3HyAK8+Z7QQf9vcMsatzAIDz55vAxIJZGTLJGCVtzC4FAar3uxSFaOFnquphT5CHcqMv5fjC7Tv40C1P8vi+ntC6Zzv7ecEn19G25VBonT3B3/TYE6c42tOndzjPiz73B/72h4+F1tlBhnKlHLNqkpXNLwPtQkesdbmIAINtctlx8Ejke8HYMiY+cstTXHXjPZHlidOFqfodmSxmkh5VFZjo7Oyc7CFMGUQLP6KHi2jhIlr4qUY9iiXN8cEsAF0DOedmru3pLnqG8vzzK5c75Rr7jw+x6+gA8xvSTmlGPKY41+rEsbhZAhOCoRq/S+UQLfxMdT3GMglurjNmjn8ItFMGeKzdBCsefK4rtM7+O3v4aHjdmWLDrmMAPNYRDqrY3ZhC5pdWYKEhk6hYypENlnJYv+ciggVOdsbgcORyGFvGxAOW3odPjIx6GzA+GGMJSk0kU/07cqaZSXpUVWBCEARBEMbC8cEcJQ0XLpwFwNF+E6R46niMi5c0cvGSJhY2ZojHFAd6htnV2c/5LfW+fdSmjKFZq5VZIQiCMF0Zzo1+EtxYYwK0h06ESwdODJsSiaYIfx170j2Gtxp37HKLufXhThl2ACLclcOMuyGdrNiVI1TKYe0vmw8fsL1dwEvT1y40GOioxMJG0wnK20nqZBSKJVZ+ah0rP7WOYim6LEcQxgMJTAiCIAhCGY5ZgYjnLzaBic4+85Tp6LAbrEjEYyxszLDPypiwyzhsbrh4EQB/9ZKzz9SwBUGYZvztDx/lrd/bNKlj2Linm+9u2EOpwuQz6qn5/uNDzt9GL7YPgvfpvo1dItcU0SLTnnTnS6P3sxhv7LFHTcTt8WULJbKesoy8U8pROWOinPlltkLGRDagRc5rfjmGjIkFVovq/T2jD0wM5YsUSpp8UYeOSxDGk6oKTKxdu3ayhzBlEC38iB4uooWLaOGnGvU4NmAHJhoB6OwdoXcoz0BB+TpsnNVcy6PtxxnKFUMZE2+7ahnbP72GxU1SyiEYqvG7VA7RwvCH7UfZsKtrUvX48rpn+ezvt/M7q72xjdegMjip3n98iJd+8V7++BsPhvZnT56jSg16Bk3GRPTE3yy79PIrQutG8sVQK86JIF8hMJH3BgU8aR32Ng2ZJCMV2oUG9bCDG7lCKWQGau8zXTfLt9xnfjmGYMHchjQAByICE08f7OULt++gfyTgnVEhqDIZyN8MPzNJj6oKTLS3t0/2EKYMooUf0cNFtHARLfxUox6b9nQTjylefO4cAI70jfDcMWNwec48NwCxpLmGw73miWEwY0IpRU0q3J9eqF6q8btUDtHCz3jpcfDEMPfuDHs7VCJj/Z06Euja4J2IDwUm3D1W1wr7758Xe/KcLYQns91WYCLqCbw9N99/KFw7f9WNd3PF5/5Q9hjGQr5Y4tX/sYFfPX4gYp0ZRFTyiHeiPpR3M0jsbWZlkiGDy1yx5JT1hTImPCUcQZ8Je599Q359/e1CR58xYQc++kfCmS/v+MGjfGv9bjbuOe5bnp1igQn5m+FnJulRVYGJrVu3TvYQpgyihR/Rw0W0cBEt/MxkPYolzZqv3u9rCQpwx9NHePG5czh3Xj3JuKKzL8vGPd0AXLq0yXndWbNd/4jz5/szJgQhyEz+Lo0V0cL/VH689HjJF+7hr//n0TFtk4iZcoGgj4S3g0MwkJCPKNOwsTMforwT7AlupeyHXXv9f4+11vQM5enPjo8JY+9wnm2H+/jHm8OaV8qYKJRKZJJmCuUdv7eUI1/UPt1yhRINGdMuupzHhP26qHH0DfvbltoBjJpkPBQEqYT9eUUFGOxgRcWOImMIgkwU8jfDz0zSo6oCE4IgCIIQxUO7u9hxpJ+P/+ZpZ9lQrsDe7kEuXzYbpRTzGzJ09o2wYdcxFtdq5tanndeeNdst07Cd6AVBEEbD8cHcyV80BrzlAMHSgErYk/BK/gjBdd6JeyHwtD9XIWPC3melJ/DBOXBH9+h9EUaDN3AQDECcrJRjVsaYdnr18JZygP/YcoUSNck4ybgKBRK8+gTLPArlzC+t5fWZRGTgpxz2dsMR2yjLxqJyYGLyMyaEmYsEJgRBEISqx26hVpeKOzfyu48OojVcYHlGLGg0gYk9xwZZUue/WV1qZUy8+gULxvbGWsO238KGL53mEQiCMF2xTXbHSqmkuWdHZyj40O0JdIyllWS5YIEvYyIwQ/YGI4by0euixpBzJsjl3yvYlWMsnSRGQ77gbbkZnQni7X7hrisxy+o44tXDPqZZEZkRuUKJVCJGJhEva35pvy5qHPmSP8hkZ6M0ZBJjy5golc+YiFmRieDn5Wt1GvFepZIeUwBMEMpRVYGJK6+8crKHMGUQLfyIHi6ihYto4Wcm67HfuuEdzBU5aLW2e7azH4DzW4xnRMusNPt7hjjan+UF5y53vSj+AAAgAElEQVT2bX/Z0ma+9/bL+eqfXzr6N92zHr57Ldz8VnjqFiiM71NTYeoyk79LY0W0gK4BNzBxxRVhw8dyfGfDHt7xg8e4a5vfi8E7WR7LE247KBB6Yl4hMJH3ZBQMZYOBifKTYHuyG9yf18Ni/sIlkduMF/mSNxMguoSipP3BEnudHXzwBlYKHo8Js09/0CKViJFOxsKlHPkKgYlSiZgCjfKVzdifSX06nDGhteaubZ2R3VUKZT5jALvvR/jz955P4c/gxV+4h9X/fl9o+UQhfzP8zCQ9qiow0djYONlDmDKIFn5EDxfRwkW08DOT9dh/fJjmWnMz+dSBXsC0zmvIJGidY7IhWmZl2H/cBC3Onu/XQinFtc9rIZUYxWX10BPwoz+GH70O+jth7Tfg7+6HhJSAVAsz+bs0VkQL/0QwU9cQWr//+FDkRPKJfSfM9mV8CSDaXLIc+TJZDH6zx2Aph7tuMNBKNHcKGRPe49SxZOQ2Y+UjtzzJ27//SKjUxKtTOGOifPlCoaidco2gx0RMQV06HLTIF0sk4zHSiXioi0a2UHT8PbxaFUsarU3wIThGOwhSnw5nTNz37DHe+aPH+No9u0JaVAoW2ZGJcNeQyqUcR/pGxr3MphLyN8PPTNKjqgIT69atm+whTBlECz+ih4to4SJa+JkJenx53U7e+/MnQsv39wxx3fNaSMYVTx3sRWvNPTuO8ooV80nEzaXS2x704HPPjP3Nu3bBzW+Hb6+Gw1vhlZ+H926GS/8S4olTPSRhGjITvkvjhWjhn3Dfvu5u37pCscRLv3gvH7hpS2i7o/2mU0M6EBAteJ6Uj6W1pt3eM5QV4WuPWX5duYyJqMBEuewM73s/u6fdP77ApH203PToftY/e4zNHT3+MXhKOcIZE9HrtNYUStot5QhkRSTjMccYM+gxYa8Le0y4pSHe4EPYs8IdR6FYQimoTSVCY7dLMoKZNOBmuFTqhjLVzS/lb4afmaTHhAcmlFJxpdQTSqnfWb/PVkrdpZTaZf3f7HntR5VSzymldiqlXjnRYxMEQRCqh57BHF+75zlu3XqIJw+ccJb3Duc5MZTn3Pn1nDuvnh1H+ukayNE9mOPSs9zOGy9Y7D6VaE6NoZ629yD89r3wjSth111wzYfh/VvhqvdAMjMuxyYIwvTFO/EL+ir0DOUBuH/XsdB2Ry1vikqeEMGJ5NH+ET7522d4fJ9/ku7drpLvQ3Cdt21lMGPC9mcIZgiA18/CPz5vKUdQi5N5HZyM3uG8f38VsiLKZVO4LUGtrAhvxkRBk4zHqEnGQ+sKJU0yrsgk46HSi2yhRJOVsTcU0eUjKmMiV9QkY6Y0JKiF7ffwzKG+oASeUo6ILJZCdIZLpYyJqHIRQThVzkTGxPuB7Z7fPwLcrbU+H7jb+h2l1IXAm4CLgDXAN5VS0vhdEARBGBe27HeDEQ/v7nZ+fuaQKd143sJZLGzMcLR/hH3HBwFYNsfNknjewlnOz/NGE08YOg7rPgZfuxS23gRXvMsEJF7+L5CZdfLtBUGoCioFJroHTfDBnux66bWCFuFJtSdjIrDu/me7+MFD7Xzs108TZDQeE0NB88uSd50/MOG0powq5ShEB0F85Q+BzbIVvC5GQ6WAy2iDO25L0OiuHMm4IpOKl1kXIxPR3jObLzK71pTyeTW09auPMNMs2O+VCAc6KrZwLZMVo7V2PueKGROBsfeN+IM9gnA6TGjuqFJqCfAa4HPAP1qL1wKrrZ9/CNwHfNhafpPWOgvsVUo9B1wBPDxe41m2bNl47WraI1r4ET1cRAsX0cLPdNfD6+huG1yC6ynxgsWNzGtIs+1wH+1d5rXLLH8JgEwyztfffCnLFzQwdHh3+TfKDsCm/4IHvwbZflj5Zlj9EWie3voJ48d0/y6NJ9WkRddAlsfae1jzfH/3Hu/Ef27LQt+64wPGFLcmFQ5MxCxfgkqdMspNuAey/iAClA8W2MtnZRKRfgs2g9no9yqWNIViySmLM+uiJ8je3+PpWt86/wR59CUF8ZiiWNIRJSrlM0sKvlKO8gaXPvPLkhV8SMRD2+WLmkTMKuWIyJiw20x7NSxUyJgolDQJuzSkQlAliG34GcyyqJQV4WsXG9BwvFvdjoZq+psxGmaSHhNd1PpV4EOA18mnRWt9GEBrfVgpNd9avhjY6HndAWvZuHHJJZeM5+6mNaKFH9HDRbRwES38TBc9jvaN8IvNB/j7a851btwBOrqHqE3FWTq7lkNWYEJrzW1PHebsuXXMrksxryFN90CO9u5BYgqWNPtvjF+7cpH5oSVCi0IONv8A7v83GDwKy18Dr/gYtFw4UYcqTFOmy3fpTFBNWvzldzex40g/2z79SmpT7i24d+K39OzzfNvYrT9rIwITtmHicEV/hOhJa1SHC6eUo8wEvrE2OaaMCe/kPlvwBybKtSa1J/qZZIxUTZ1vXaUJcqFYYiBboKk2bCKcsAITwbH7AhOBiXquTCmH2w0jTkwF2oVapRxpy2PCO9kvFEukEgqt45wYcrMMSiXjWWGbLw96AkbOe0W1H7UyJtKJeKj0olJgwjW/LF+uEWoXWiy/bjICE9X0N2M0zCQ9JiwwoZS6ATiqtd6slFo9mk0iloVykZRS7wLeBbBo0SLa2tqcdddccw0A69evd5YtX76cFStWcMcdd5DNmnS4xsZGVq9ezZYtW+jo6HBee/3119Pb28umTZucZStXrqS1tdX3Pi0tLaxatYqNGzfS2ekay6xdu5b29na2bt3qLLvyyitpbGz0GZMsW7aMSy65hPvuu4/eXvOkLp1Os2bNGnbs2MHOnTsn/Jja29ud954px3Q6n1NtbS1XX331jDqmmfg5neljuu2228jn3RuImXBMp/M5jYyMkMlkpvwx3da7kDu3HWPkwDOcN8s9pn3Hh2hMFEhke9nW0cfGjRtJL1rO1gO9/Pk5Rdra2jhyWFEoxdn47GGaUprbf3/ryY/p3rtpaL+TFYd/RV3uGCy7mvarPs/W7hRs3AXsmpTvkzB1ue+++1i9evVkD2NKUE1a7DhiWhAPZou+wIR3srfxsSe4vPVa5/duq5VoTSp8y66UHZgYvSeEPbmP6nBRzvfBCUzUJOnsy/rWeY02QxkTJf+Eti5tfvaWDQTHZwc3Ztem6Ozy+2DkKjzV/+HDHXzmd9v40htW8voX+tuMpuIxsoVShBaewEkljwlvCYV1TLaXRLArRyoRc8xIvZ9rvlgiEYtBMpCBYenXaJWGDObC2RkNkV05PGaaFTIctNbOeeJ9v0qdVyqbX05+xkQ1/c0YDTNJj4nMmHgJ8Dql1KuBDDBLKfUToFMptdDKllgIHLVefwA4y7P9EuBQcKda628D3wa4/PLL9dq1a0NvHLVszZo1tLW1+dZdcskloShTTU1N5PZRy1atWhVa1traSmtr66i2jzqJVqxYwYoVK0a1/Zo1a0LLRntMW7dunXHHVG6fozmmtra2svucrsdUaftKxxT8nsyEYxrN9lHHlM/nQ6+d7sd0Op9TW1tb5Jim2jH96vuPANB89sWsvfpsZ/neW9q5+OwFtMzK8OsnDrJq1Sq+98BeAP7pTdczf1aG+JOHuKX9CZ45OsKlS+eydq3/M7TH1NbWxiUrV8LOO1i9/dNw9BlYcDFc9y0491palSKsyOR+n4SxoZRqB/qBIlDQWl8+Xvv2PhiodqpRCzP5Tju/eyd+J/oHfa+1J37peNgWzp4kh8orSt6JZPTT73xkxkTlSeusTNIpc3PeK5AV4d9fZQPJeEwxnC/6Js/2scyuT3G8ZxgvuaK7j2ApwpFe89qnDvaGAhM2YQ+M0ZVyDAUMLgES8Rg1qXjIRyIRM1kMZozewIQmEVckYnG/V0TJ1RZgKFvw7Q88pRw+jwmzv3QiTiFQKpMPfCYZjz9JwVNeY/temNe5xxE6ZyoEJqJKgiaaavybUYmZpMeEmV9qrT+qtV6itW7FmFreo7X+S+C3wNutl70dsB/1/BZ4k1IqrZQ6GzgfeGSixicIgiDMTOwbRa/r/Ei+yN6uQZa3NLC4qYb+kQJ9I3m27D/BwsYM82cZN8sF1v9DuaLP+DLI7IGd8P018PM/h8Iw/Nn34V3r4bzrwPN0Spj2vFxrfcl4BiUEoZwXA4TNL/tGzMQvqguF4wlRoYVnKJvCmlhHZUyUK+Ww24g21iSdQELk2AvlJ/eRBpKZBFr7J/D2ezfXpkJa+I4rFwyCRHtWmPGb11Ys5Ygw/GywSiiGfIacdsaE6bARzJjwlnLkAhkTqXiMdDIe8ooA4yGSisd8GRNh88tAa9KY25o0mJ1hEy69iT43KnU8yXkCJMGghbf0ZCwdOr5+9y6+tX6371wShMlonP4F4Gal1N8A+4A3AGitn1FK3QxsAwrAe7TWY7fcrUA6nT75i6oE0cKP6OEiWriIFn6mgx5aa/YcGwDg2c5+Z/n2w32UNKxYOIuSdSN0sGeYZ4/0c6Gn28Z58+udn1vn+P0lADjyFNz9aV66ax3UL4AbvgKXvhXiyQk6ImEmMh2+S2eKatHCO/ELPrn3pd7H/Lfm9sQ3GGCA0bX3HCkzGc8WShRLmrjlU2F7Hdj782Yx5D0ZE+ZJuyaVMOuKJe/T+fB72caTIxGT4Fk1SXqG8ozki85TfTsIMKcuRb7kD/JWLDewgw8ROjnHNYbARL5oWnj2jxQisxiS8Ri1gYyJXFGTTMRIRWQhGLNKRTLuN7+0gzeJmKI2HfedG3Y2hWt+6d/O7vJhj7/Oep33uAazBWbXub4bwWO2MzX85pcB/wnrGBsizE/7A54YmdjoGip+6a5nAVi9fB4rFoytS1W1/M0YLTNJjzMSmNBa34fpvoHWuhu4tszrPofp4DEhRKXLViuihR/Rw0W0cBEt/EwHPQ6eGKZrIEddKs7erkHnCdanf7eNeExx8ZJGjvWbGul9x4fY2zXI6uXznO29xmnPX9To7vj4Hrj38/DUL02rz+s+Zdp/piKCF8JMQQPrlFIa+G+rlHRcmA7fpTNFtWjhnaQOhjIS3InguRc8z7fONmUMPvnWWpctvSjXUQKCT9MLNFgTUzsToCGToH+k4CsB8JpfgpngpywfBXvSn4yrUMZEvqhpyCQ4MZQPTOD95QveifBIrohS5m9xMEjjy6wIZYJYgYlAaUGxpJ3gSThjwqNTRLZHU02K/QxH+j44HhO+jh0lUnHlekwEskTsQELQKwJMaUhdKuErjbB1b4jImCiUSlYpRzhjwns+RZ0biZiiUNKMeLJO7M8uHlOhcyZbLJFO2K1O/ToNjLjjzeb9ZSOjwWsEOlqq5W/GaJlJekxGxsSksWPHjsg65mpEtPAjeriIFi6ihZ/poMfmDlO+8eYrlvLdB/bS3jXIgsYMT+w7wTtfejZLmmudG+qNe7rJFUuc68mS8PKis2dD/xHTZWPzDyCWhKv/D7zkfezo6GSFBCVmOi/RWh+yuofdpZTaobW+314pZtzjc0wjIyO+95nux3TxxRdzsNDA0WceJK7cYzr/+Zc6r7nvgYc5sV07x7Rr915q4orhomLX3n0MX7bAOaY9HTHAGBx6jymedIOo7fsP0ta23zmm3v4BZ93WbTvYsbjoHNOOZ/PYldyD2SK7dzxDR0cHZn6ZoCFtAhO/avsddVYi2OG48Ww4uHcXEOc3v7uN5UvN57S3Yx9myxI7d+0GLnQ+p76BOCaxQnGif4i2NvP16R4xW9iGj7fefifza8znNFxcSiquONC+h8Gsoq2tzfmcdu9td8a+Z98BWLnI+ZxsnYZyRd/nZGIDCWebtjYz3pUrV/oCE1ufeoaN6WPOuXe06ziZhDb7zBacY2rvN/vr7z1BKq7Yf+io853s6a2lubGB9evXk1Cap7fv5I7iHtasWUMuX6Rjzx7ScU2+GKf7eA/xmOK2deuBBE8/uZUEGYayReeYnuu1PhMrgPPo41uoOfwEACO5+ehigWee3ALE+f0d6/ijVeZvxFNPbwNMgOCRx7dwwate6nyfBobjpGJQKCl2d+zjiQfM92F3n/v5d5/oc45p2bJl5ApJYpTIDg3Qvq+fO+7odL5PT+3Y5Xwmx473oHOpUX2fnO/C/Q/S+ZT5HEb7d6+uro7rrrtu2v6NmKl/y8fDjLuqAhM7d+6c8jfVZwrRwo/o4SJauIgWfqaSHsWS5qebOrjh4kVOmqrWmpse2U9zbZJXX7zQBCa6h5wa7SvPngPAvPo06USM+3YeA/zlGwC3/sPV9Pd2kbz3M7DpW1DMwWVvh2s+BA0LANi58/4po4UwMWitD1n/H1VK/Rq4Arjfs17MuC1Ox8A1qIXNdD2mti0Hef9Nm/j8n1zKW65c6iw/3OsaOV608jLWWgaNra2tLFx8gv354xzoGabrRJ9vn7d0PwI9xxjKFVm9+o+cfQxmC3D/nQA0zp7nM+pNpvucn89qPcc55jVr1vDAyFNwxEzOB7IF55iOD+b48KN3MasmyaHeEVZfdz2LmmoA+O6GPcARVr1wJb/f/zQvffm1nDPP/N1cuGgxsZ3P0VCbYfHS+c4xtba28tmn/8CCWRm6DvZSVAnnmHYfG4An1juBiZe87OVcuMik8z/U9jQ1qQQXX3Q+fzj0LK+54bWOqWPLoiU0DhyjdzhP4+x5vs9p3U8fh67DDOWLvs9pIFvgg5ssneb4dcrv2+383HreBaxaZXRatWoV9Zs2sLi5hvbBYwzkCrS2nk9rayuP7D3OV55+mJZ5c6jP9JJtbGLt2qsB+P43HiQRj7F69Wpq7ruTZWefxZo1pl10UcOK5efTVJvk9gM7SNc1UJ9O8Ipr/4hPPn4vl7/wMnZs7GAwV3COacOuY7DtEadE44LnXcTaa84F4H+/s5G6mjQvvnIFP37uca6+5uW0WmWJ556/HA48B8A5VgaO/X36xJZ1NNckGDo+zOx5C3j5ZeaYH9jVBc9sorkuxXAuztq1bnL7L/Y+RV0mxfzmWhoyCdasuRIw36d5T47AkYMApGvraWqq9X0fRqyyoND36Y7fA3Dpi67glRctcBaP5u+ePfmdrn8jKu3zVI6pra3Nec/pckzlmDDzS0EQBEGYKG56dB+faHuG/7znOWfZgZ5hHt7TzbuvOZdls2utZUOO18TyBQ2AabF31uxa9nYZ93tfYCI3xAva/4cX3/oKeODLsOI18A+Pwg1fdoISwsxHKVWnlGqwfwauB56e3FEJ04F7d5hmc7mggWAFjwk3VT5G0CJhxOMxUc50Mmxw6E3LD5RXeFpkesfhGFJawQJ/twl/S8vgukTMGD6GzS9LzKpJVHivRNn91djeCd4ShUKR5tpwW01wSxmGg503CuV1so8rnQi33DSlF4q6VJyhbNG3HIwnRE0qYH5ZMKUc9j7tkg2tjX9HMh5zggy2aaTXTLMuHfeZSdplI+U8JhIxv8eEo5O3lCN4bhRL1KeToW3ssTbVJiO7l9itSbMVzC+DhqpdA1lWfPwOfvhQO+UIdnIRqhsJTAiCIAjTjru2mVTHHUfcJ4PPHDI/X3nOHGbXpahJxjnQM8zOI/3UpuIstp7+gWtsOb8hbeqci3l47H/g65fBH/4VzroC/m4DvP67MPucM3hkwhShBXhAKbUV0yHs91rrOyZ5TMI0YNdRU0YRi/mNG/2GhOGgRSoRpyYZJzDvcybtwe4VlSafdoAgyqzQu53Xz8Dexgk+5MKT8Uivg6LxOkjFYxHtQnXk/rzml8H95S2fhkwqHrldQyZJPKbKtv4MBR9Ko9Up3OrUGFwmGIwIqiQtz4WhiK4cAOlE3NEjX3R9OOwgQ7+VyWf7X8RjippkguF8+DNOJ2IklPaNI2fpbncA8Y7fGyAKBnDyJe1+joXwNk1W5xW/Fq7R5kgg4OY9h4JBi1s2HwBg097jlCN4fgrVTVWVctg1NYJoEUT0cBEtXEQLP1NJjwNWf/vH9/U4zvLbDvcRU7C8pQGlFEuaazjQM0T/SIHzWxp8E4UlzSYwcd7cWnj6Frjnc3B8N5x1Jbz+e9D6korvP5W0EMYfrfUeYOVE7V/OH5eZqkX/SCAr4iRdOVIJkyUwe74/M8s7cRvOFT2GlG7mw0DA8NE2pGzIJCJaf0YHSPIhQ0p/8EEpaEjb2Q+BbhMxRcozEffu097fYFRgIhMOWphAhydjIpAJkEqYbhjlWq5WMriMahdqt/3MlpmM16WDGRNWkCFmxuE3pNSewIQbqCk4WRExJyhgf2ZuBkaMmuD+rPdKJWI01qboG/Z37EjFY6QTRievoWbeF7QKnBvFkvM5+oI+RTcwlS9qX5AlbwVBMol4KJAw4NEm2JWlvdtkJS5prvEt92b+nErGxEz9m3GqzCQ9JGNCEARBmFZorTnYM0xjTZKRfMkpydh2qI9z5tVTYz1pW9xcw4GeYZ7t7Gd5i99H4rx5dbwstpWvD/wf+OU7IJGGN98E77jzpEEJQRCEcsSsFpuD2XDwwSYqYyIdj5FJhbseeJ9ee1th5j1P+0OBCTvDIZ0MPeHOW0EQCJZXmMmiXV7hfQKfL2lrIu4vQwC7O0SMVCIWSuUvlLwZE+GU/8jSkJImGVdOYMLXzaNgJuN1qUSFjInoUo5MMlYmMBGdCWAHLcpnTKhQV45cwZ3MpxIxJ9hhl8/YnTfA1bDgyaaoTUa3C03EFLMyCfqG3Q4WhaJpP5qJyJjIW6VB4A8+lEqaknYzX/zBDH+5TjATJGWVcgQzSwZG8k55TbCUx86gCJcaeQITkjEheKiqwITXfbTaES38iB4uooWLaOFnqujRY7Weu+55LQBsP9zn/H/hQrcf+pLmGp451EfXQI7l3j7p+x/lLTvew49S/4858SH4k2/Dux+A5a8C5U+/LsdU0UKYnsj54zLTtLAnrsFgQSWPCTsToCYZ5+CRo751I/noJ9z2+8yuSzGQLfieQudsb4KIjIl8seRMJKNaUzpZDBHlGvaEtm/E74OQiCnS8ZjPV6NktemsScVJxJRvclqxlMOa3Nek7OBJIDCRiFGbjke0XNWOXiXPxNee3DfWJMP+E9bYoybcdtCiLh0u1wAcHwyv90e+WCKVcD0m7ACM10eiPuMv5Sh4SzkCnhW2Tsl4DJ0dotcTmMhZmSXRGRPa1bbgDTCZn+0xRJ1PsyJKb9wgSDhjYjhXdNpsB7MfssWS8xov3u9CVMbEnmMDvs8wyEz7m3G6zCQ9qiowIQiCIEwvbnpkn3EL93CgZwiA1cvnEY8pdhzp48RQjoMnhh1nd3DLNcCUd3B0O9z0F/C964h17YRX/Rv8w2ZY+ecQG1vvdUEQhCicwMRIeBJsE5pUe0o5coF52ki+SLPVeSgq9b65NkWxpH0T60KxRCKmQqUG9jiaasz+vJkP2UCwIGxIqZyghbdMxS7lCJpf5j3lCzWp4OTeys6I8qywyiFqkmHTzKwVtKhPJxiqEPjxZzHY75VkKGAgageEokoUClYpR20q4dPJHnvKynDxen/kiyUSMY/HRN5dbmvRkPYHhQpFv07DAS2cdQntC0wUitrJYgC/v0OuTLmGnZ3RUKZcB7wZE/4MFyezJHg+lTR1aXP9LJcxEfas8AQmAus6+0Z4xZfW89nfb0eoPiQwIQiCIExJRvJFPvKrp/jL721yDMIAnjxgenS/YHEjCxszHOgZZvth03kjmDEBsJhjvHDL/4X/ejHsvR9e/jF43xa48l2QSJ3BIxIEYaZjT1xDGRNFT0lGxKQ6ZU1Mc0V/1pYvMBHRKSMq+8Ge3JsJt3+ymCuWaLQ7W0R6TFjBAp+PhJs9AP6gi+0JETS/tCfBdoAkKhMgusuHyc6ojTK/tEoUalPhjIlyXUq8GRNBA1E7OyNqwm2bS9anE/792RkTVumFd4y2LwVAOul25fBqYWcrDIzkrfG562qSccffwXtMibiiNgF9I97ARMnK9rC7lwS6gyTs0otwYMI24PQbbdqlPOFSjkLRlPKkk7FQqVGhWHJKfILZD3bwLFjK4S35CW5ja3nTo/sQqo+qCkwsX758socwZRAt/IgeLqKFi2jhZ6L0GM4VOdo/Elr+aLvr5L25o8f5edPe48xvSLNsTi1Lmms42DPMNquc43mewMSy9CCfSPyIe9L/RGbHr+Gq98D7t8I1/wxpv+fEWJFzQzgd5Pxxmapa5Aolbrx9O71D+ZO/2MPJSjka0n7PAnsbu8tDLJn2LS+UNLNrw0+x7fexgxbBDhuJuAo9gbe3cyb3EaUcUcECO5U/ETfb9XsmyPmSWZdKBDImPJkAQZ8GO0gzqyaJUv5Ah9sNw0y4g6aZqYTxaQh6ePgDE+WPK2jcmSzjnWD7KtSm4pH7S8Zj1FuZB3Ymg/kcve1C/QGGVMIT3Mn6Szl8wZi8G+iw32vR3KZAKYe2SjnCGRN5OxMk4IHhlHKko7ureHXyZ2645pe5QrBURlNnjdsbfDNjslrdVjAkDWWqlKKDGV6m6t+MyWIm6VFVgYkVK1ZM9hCmDKKFH9HDRbRwES38TJQe7/jBo1zxubtDNaXeEo7HOkyQYnNHD7978hDXXdiCUorFTbUc6Blm26E+5jekmdeQhpE+uPdGnn/LNbw9sY7u8/4U9b7H4frPQu3scRmznBvC6SDnj8tka/HLzQfYdqgvtHzDrmP89/o9fOK3T49pf/YkNGR+aZsL1iYjnyDbho86nnSW25NDO/gQ9GIAmG3V9/uyGEolZ8IdDEzkCiYwUZeONnUsX8phpgwNmYSvlKNYtLty+M0vvS0ya5L+jAnbDDKTjNNYk+SEZ8Jtsg6UY2LsM820xl4byGKw9aiP6BqSD2UCBEsUFOmA+WXRMok0WSKJQGaJe1xLZ5tywY7jQ46GKSdjIh4KMCRixhMilYjRHyjlSMRibvaDk4HhelO0LppP33DeuU6arhyejInA55W0OptEZUy4wZhwxkxUACfnaRcK/iyHYghQTiUAACAASURBVElTZ+kebBdqvy7qHAy+xjv2kzHZfzOmGjNJj6oKTNxxh7QgtxEt/IgeLqKFi2jhZyL0KJU0D+/pBmD7Ef/kYMOuLq48ezbnzKvjcStjYv2zx1DAR19lLsRLmmvo7B9h++E+Lpqfhoe/CV+7BNZ/AXXedcTfs4lFb/0ONC4Z13HLuSGcDnL+uEy2Fh/8xVZe/bUNofp4e7K1Zf+JMe3P3k9/mYyJ5tpUKGhhp8rXJOP09A06y+2Jox18GIrymLCCFv1Zv/9AsoxZoWPqGGi5aXsx1Ed5E5TMBB6MP8FAsCtHzDy592rodJRwsg48bSXtDIJ4jKaaJCeG/CUKSU/3iuAxm4yJeGTgp1xHCXBLVPwBkpJT8hLMODBjt8pQ8kWnnNCbMdE6xwpMdA/6ghkA8xvSdPaOoLX27Q9M1owdSHKCFp6MCXv8Xv+Jwx27KWkYyLndPBLxGImYIqb8pRzeQNdwmeMKnhs5x3/C0j3rL9dJejqABLNp7M8q2JXFPh/KdVCBqMDEyduHTvbfjKnGTNKjqgIT2Wx2socwZRAt/IgeLqKFi2jhZyL02H1swPl54x63dOO5o/1sO9zHy1fMZ3lLg9MSdPvhPs6eW+eYd7XOrSWmi1x09Ld85eg74M6PwoKL4Z33wht/BPMuGPcxg5wbwukh54/LVNHiSK+/nMyeIHV0D41pP/bkLGh+aU/SmiIyJuwSAOMx4W2l6A8+RHtM2EaW/omp3TUiyvzSzQQIZ0xkkibIEHyanrAm3PXphM/rwM5wCJZyeJ/ON2QSvsCJne2RisdorE3RM5TzjF07RpAQ0ZUjwkzTHmNjREeJYCZIqA2m5cXg72rhjs+edNvae0sv5jWkqUvF2ds1GAo+LG6qYTBXpG+44NsfmK4YdnCnWHKzKYItUnNF138iiXm9XVpkB5iUMkGGYGAlGY+ZrI1A6QqYDIxMIh7qvJKMq8iAkL2/mojsjEKpRK1VnhLOmIgu5fCeJ1Hnp02xTGeOqfI3Y6owk/RITPYABEEQhOrlGU8KtTdI8YOH2kklYrzhhUs40jvilHVsP9zHJWc1mRdpzYuGH+SO1Kc4P3aQzsxF8ObvwDmrz+ARCIIwXfF2aBjKl+/yMBbsiVXoib41SYvKmLC7OWQCXTlygUl11ITbNb+MzpjIF7VjUGkflx2YCPpSQPkuGomYnTERKOUoaeIxRSoe9z39zjlP+xXNtSl2HR0IrUslYjTXJjk+6AYm7AlyOhFDof2lF5bHBIQntLlCKbKjhP15RGdTmCBIOmAS6g2q2IGGwWyB+nTC1SlmggJLmk05YS4QfFjcZMyXD5wY8gUzwAR3Bh2PCTegEQzG2FoopaixGkf1Duc5CztYYPaXCZSi2CUlNYGAi7dspCblP2b7HHSyNkIeI7FQ2UjJyhIpmzFhtwut1JUjwkzTXVd0jDWF6qCqMiYaGxsnewhTBtHCj+jhIlq4iBZ+JkKP7Yf7SMVjXLRoFvusJ5OD2QK3bD7I61YuYk59mpZZGfqzBY72jXCgZ9gYXO69H757LUvWvQuF5u9yH2DTtb84Y0EJOTeE00HOH5fJ1KLgeSIb8n04hcBEsaQpljRKGdNGr2+OPUG2Mya8QRFjwmhS7wtaOU+K7QlyZBlC0KzQE9EwZoWeJ9wBU8pUQlEXCj54zCqT8VAnCrtEoSETzrRIxGNlMyYSsRiNtUmfiagbBFGhUg5fJkBCOeMolTSFknZMHQsl7Zvg5oslmmorlHI43hlhj4lyfgsJTwaBN5AQjylinkDNUK7gC2YALLICE4dOjPi0BVMmZAd3nO1i4YwE04rVbDOvsQ7A8ZkoaTytSWP+jImCm3UyHOG3YQetghk4ybhySpi8GT+5YolkzC3lsAMa9vcnk4yhVLj1pz2mcHaLJyuoUH5d0JDURv5++plJelRVYGL16tWTPYQpg2jhR/RwES1cRAs/E6HH04d6Ob+lnnPn1dPebco1nu3sZzhf5PoLWwBomWVc6jfs6uL5ag9v2vF++OFrob8TXvefvK/5m9xZuoLzWxrGfXzlkHNDOB3k/HGZTC0KnklQKN18FLXuQdwsBqu8ImC0CNBUm6JQ0gGjSCtVPuXPBnDLK+Ik48r3FNue3EeZVdolD5mIlpuOx0SZUg5nQpv3+kho52l/bSoRLoewukPkim7HBu/kvqkmRX/WLWnIF0vElPGfaAqUcviMNmvSDGXtsgY3yyI4gbeDFpGdN5zgTnTQwjZ1LJS087Q+5w3SBLIY7Am8Ta1ljhkMPixszABwpG/EFxAAy2MikDERjysnO8B+L7u7CsA1V70IMBkTdncNuwOIyZgInE+JWLhcw87OiJlsiuB5kbK6tSTjytcBpGBnlgRak3p9RILtYr06ZgslX1lGzlPKE+qGUvJnTEQhfz/9zCQ9qiowsWXLlskewpRBtPAjeriIFi6ihZ/T0aNU0jx9sNe3LFsosrmjhyvOnk3rnFoOnRgmVyix55gJUJw737T0bJmV4Rx1iHPuew+/S3+Mpt5n4JWfh/duhsveyq/f+zJue99Lfa1CJxo5N4TTQc4fl8nUwhscCJZXBDsPjIZweYW7T3t/Tfbk2ZpwG3NE7ctwCPoZOE+4o7pNWBNu7xP/rFXykIkoe8gXNal4jPpgKYe1PzM5DQcfklawoC4VD2xn3ss2zbSDMV5fBTuToc+a7HpLMppqk/SP+IMWKWvCHdcFJxiT9Uxmg0/u7clsY0RbVfszLuc/kfTuz3oPO5iRsgI44J4fXi1sPYZyBV8WCLjmqUPZgpNJkE6Yz9frMeEELWLKCUy5n7/b5ePg3meNhiN5zzZuxoTfyNLKBEnFQ589WJkg6USoDWrCKk9prEnRO+wpr/G0CzW6B/w2YsrXHtXGm8URlZHSkEmEgg+FChkTxwdz/Pjhdh5/4gkEl5l0PamqwERHR8dkD2HKIFr4ET1cRAsX0cLP6ejxw4fbueHrD3D39k5n2ZMHehnJl7jqnDksnVNHScPBE8Ps6RogEbNasfUe5AWPf4J1qQ+xvO9hvqlfj3r/VrjqPZA0T6TSiTgXLjpzQQmQc0M4PeT8cZlMLbylAJVaGgb9DADO/Zfb+NStzwT2ZyZVs+vCLTztLIbgBN4OephUeX+Gg9cToDaUlm/W1abjpitDMGMi4RpIBtclywQfwEzGg100jMeAlTERmNDax2UHH+yyDK+vgrPODkx4SkPmNZiMuO6BnLOdnTERKxWcdqH2BDadCHsdBH0khqMyJmr8JpZglzyEW276SjkCLUjtbASb2lR0xoQdZBrMFZ0Jux0Aqfd05XDML+MxamyjTTu4U3B1P37kIGAyJgqe8YFpTerz97BNQpNB7wxPVkyoXEc7GRhNtf7yGtuXxB6/HXBwy3UUqUQ8MmMiuv2oJzARzJgIeEx4+c6GPXy87Rl+tXk/gstMup5UVWBCEARBmBx+ufkAAD/dtM9ZtuOwMb58wZJGp+1ae/cgO4/084LZBZJ3/yt8/TIadtzMTbySl2a/yl0tf0OsZubUUwqCMHl4n85W8piI6gBRLGn+58H20HIw5Rrgz5iwzQrtDgbe0gCAZEQgwfuEuybkCeCWNgSzKXLFEulEOANDa+0EBerTcQZzBcfrIu954h8KgpS0Y55ZlzKGmrY+dhDELl+xyzLynqCKPTk9Ya3LFcz4AObVm8DEsf6sMw7HiyGpOTbgbuM9Xq9O9rpaq+RlsIIXR7lSDnADGt5SjrqUHWDwtOmMeUo5rIyJfMBjIhazdSw4E3ZvxkR/1p9ZEo8p9/Oyz42Sq0U6bl7TO5wP7S+TiDFSJhPEX8rhBhJMxkQgy8IKCIVauJaiAzhuGUpEu1jrO2JnD0UF1RoySZ9pp3edeR9/0GKOFfB7olshzEwkMCEIgiBMKL3DebZZQQhvOceuowM0pBMsmJVhqRWYONTZxaXt3+NnQ++Gh74OF/0p6r2b+d3i99NNIysWnDkfCUEQZjbeSVCoi4ZvguSfPHUNRLfnsydmsyMCE/YEPmimmHfq/lUokODNYqhJhSeSzrpA0MLxmAhmYJTsEgUzMdXanwmglJn8mmwKj8eEZX4IhEob7KfpzXVmAtrjtLO0S0OUExSwfQvyERkTxwZGHD3scoh5Gdh7bMAEVDyBiXI6Ja11w7mwd0ZDOvrJfSoec8ZwtH/EOl63hKY2YAbpzfYAk7EymPNmTPiDFiZjws32MGMx3T1yhZKvXCfYEcPuGgKglDFBPTGUdz5Pu/RjVk0yooWrrUWUqafdeSUYOLPLa1JOdou9zteVwzoeb7ZPOtABxCmhqY1qdWvW1aejMia8pRz+753tFztckMDETKWqAhPXX3/9ZA9hyiBa+BE9XEQLF9HCz2j0+NXjBzjSO+JbtrnjOFrDNRfM42h/1rmB2tU5wHkt9SilmFej+JvUH7hh/at5j/45XXOvgL9/CP7kv6B5GX98yWJqknFect7cCTm2sSLnhnA6yPnjMplaeIMPIfPLChkTnX3RgQknY8KapA9GBCaCZorebg7BJ+Zec8GaYOeIgrtdsMOC/V7uRNL1b7C3qQ2UlGQ93TCC3Ry8pRxOYCVnT9RNp4zGGjMBtbMivGUoDVZXkQHbyNLjMTHXypjo6rczLdzJ+NUrL6BvpEDPUN75rNKJuCezxM3aALsMJViiYnRKJ8NBC9vUcbGng0ZQJ/uJvx1wKVjHa1OXMkEGW/9gmcdQtuCM08mY8AR3nFKOmMk6UAon+6FQLDnZGddffz1z69N0DWSdwIDt+dBUk/SZVeaKJZIJE+gaKbgdYLylF8GuLMFSjl7rc7Q9UHxeHIFSDtMu1p8xYQccmiJauNqvq88kTtIuNNpMs64hunTzod1doe9xNTCTridVFZjo7e09+YuqBNHCj+jhIlq4iBZ+TqZH10CWf7x5K9f8272+5Vv39xJT8PoXLgHguaPmCdi2w32smF8HT96M+s8X8fHY99mRb+FPs5+k+7U/gJYLnX286YqlbP/MGm64eNG4H9epIOeGcDrI+eMymVp4MyaGKnhMeCdVAJ19ZgKrAg9uHY8J6ylx/4j/iXQqEW2mCKZcw+miESzliMhisDtbxGMmkOB98mwbUoZKAzzBjHqrpGQw666zjRbtJ/3Oe1ntR4FQKUquUCSd8EzgB90Ag31c9Va2gjfrIBXKmMhSstqt2kGQ+SZewN6uAV/wwZ4ghzJLEjFq03HfZ+mWlKiQd0bemsDbHTQOnRj2jT1pBToyyZivRCVYygE47VBT3mwK6/2cjAnbY8IyLDVGlu74lFI+7wdvFkNvby8LGjMc6cs6n6d9vng9IUwgoUTa6qKhtTvBdwNdippUguG829I2Z5lfgil7sTMmCl4PlDLml3bHDm8gwTF7jSjlsI1WGzKJUFZEvlQ+Y8I+B4YD30eADbuO8ZbvbOI7G/aE1s10ZtL1pKoCE5s2bZrsIUwZRAs/ooeLaOEiWvg5mR4dVrvPbKHk3JwC7DzST+ucOp5vGVTuPTbI3mMDXJZ9hA91vBN+9U7INPK1hTfy57mP87i+gPOtjhxTFTk3hNNBzh+XydRitO1Cg8aYR63ARK018bdxunJYtfDejAk7IyHcftJvSAieiV8xmBURbjEKhLwE3FIOf1cOb8vNUElJ0S2hiMqYcEo5Unb2gyfIkHB9JJzMgpIbSKh3MibsrhzaM/Y4DekEx/qzbhtMa13n3h2A8Z+o5DHhDSRkEnGf30LBU6ISPC67LKMhk6Qhk/AEJvxlGbNrU445pzejA9zSFnsiH/afKDpBI7uUY069OT+6BnIUipqYMp4UgK8sx9uadNOmTbTMynC0b8TJWHAyJmpTDOeLjOSLFEsaraPPJ69OdSkTtHBafxbdwJSdTVEqafcc9OluZ0y4/hjpQMaE/XNTRDtb289kViZJtlByMjq86yCcMWF/Lj39QwT59RPGHNSzq6phJl1PqiowIQiCIEwcHd3uzULHcffnZzv7uaClgUVWumyp42H+f/a+PEyOq7723Krq6m32kTTaNbYkaywvGq8SXrAwxsiriOMQ9oQEnBDyEUjyEsgCARLWJDxIzAMCYXkQ8lgcBoOxbLyBjeVVki3ZkixZo31Gsy+9Vdfy/qj63br3Vs1otMyiUZ3v8+dRV1d11a1b3fU7dc751f/37fim+XnkmQXc+Z/AXY9hdMnrADAsrM/wm70ECRIkOB3wYiqW8dqFikWWSlpQ8W3o8m00ba9xrIwJsf2kEKYI+EVwtF1o+ISbghTFz6JCUs0SGKsrh5hZUROj3CCLQi5lwHJcXnjaTqiYCNtgCrYMXYOha0EGghJ+qWucwJEUE4LlgTISxLEAgEzA+wyX7QmFX5LdQOpQ4XhIBW0w4xQTonKjd1TedyIgmmpM9BcqfJmaIwGEFhbRykEtOal9KwskNhT42Tta8buQCPNIJE9sV86zaKlL49hIhStn6PwSKTRcElqJSudfUUxoLJYgIysHdQcp2w6f09QSVBx3MR8jmjHhSPsW1wGG5qB4HdI+ip/Dtxmc10qMW4PCU+kYEpyZSIiJBAkSJEhwWtApEhOBemLPsRHs6yvgwkV1yPS9jP+b/Rf8zgvvQXrkAP7O/kPg/U8DF/42oGlYGMhpFzflpmX/EyRIMDtxZLCEcz5yHx7Y0SW9Lj6dVa0cYnGrKiaosIq8HqyTN3WYhsY7LwBhJwpeEFZkssDQwkKyZFEmBMnoowGXYtvKTJAlIH6WaWj8iXpJLeANFsmYEEMdIyGMbvjknpYVLBu248L1wEmGxrwZCb80NAZNY6hJC50obFeyPNRmDAyXbEkhAoTExEjZRkVQe6hKAEtQOGRSupzFISlBDMXmEaofatMGJ5LUDhtN+TT6BSWIpJgIinjKeBCPi2wZlcDuQpgjdCIRcyTEdfxxCm0tADC/LgPH9XBowFd2kCJGbMcqdhRRLS+2YlEB5HlIVo68YNcRW4xqGoNpaJLKAgB0TfMzJgSCgcawLqaFK81Dyh4pV6PrAUBFJSacsYkJyuoox2RMuK6HA31RlQUAvNozimc7+2OXJZh6nFXExJo1a6Z7F2YMkrGQkYxHiGQsQiRjIWPNmjWoOi4+v2kn/t8zByLLtx8e4iFipJ747uYDWG704L09nwG+cg0uwS58v+4P8JHF38FvGm6HmU7z9V9/fgs2XDAfX3rLJVNzQKeAZG4kOBUk8yfEVIzFL7b7hMQDL3VLr9vuOFaOccIvxVaZ4lNi8Wl1TdqQVBhkvcgp4ZFiEUxPkMXuFf72WNBFQQ6/5AW3opioOLJiItK9QsiYGOWFaSjl59aLMqk6xKI1XCZaQwC5m4NKMojjEVFMZFIYKYdFNSkIrrz04vCzpIwJJTvDkZeJJI2o9simNK46cYI8i5RwzKNK7kdo5UiFigmFLKDMDTpnqs2jECgmKPgSEK0cFVRslx8P4BM//HwJJMiaNWvQlPd/L48GAdNE0DTw4NGqMBbR9qO8XajUASSchyk+TiF5JuZIAH5r0oqqwCDFhGI1AgRiIib3g8gx+Ro6vpWj6jHpfeL2y8o6AHD3I3vw2s8/gs7eQmTZ9f/yGO78ypOR188kzKbfk7OKmGhtbZ3uXZgxSMZCRjIeIZKxCJGMhYzW1lY8sKMbdz+yF3/94xe5dBUAXjg0iId3HsP1bfMwvy6DA/1FYKQb1+z+NO7X/xzpV34OXPMhfPzc/8JXnNuxs8/GciVHYklTDl9552WYHygnZjKSuZHgVJDMnxBTMRbUpnhxY1Z6XSys1YBLy3FRFxToKmkhFkyjSsAlEJIM4jJSMegaQyalxWRM+C08m/ImDg74xK7Y2SJrxikBBMVEsIxaa6Z1TZDeu9LxpoL2o/6xUdtPh29Pbe8pduVoCvIz+guWZKEA/DwB1cpBxb1Y+ItdOQCgLmtgpGyH6wQKghXnnoNsSvdJCzvMaeCKCaXbiGn4xywHgXqCEsSIjnsg/RfPV8TKkU9joBCQRWMoJih8UrR5kC2jUnUlxQR1++gZqUTUFBmBZBLPcWtrKx8zOi9EaDTwziGWtO9qe09xPhH5xI9LUJZwu041JITo/ItzjRMdGkPakMMvuWIiE9em1QsUPf7xiOdLzH1RrRzi9lXrFY1ZXFcOIiQHhHuW2YTZ9HtyVhETHR0d070LMwbJWMhIxiNEMhYhkrGQ0dHRgb09o/zfj+3u4X//5Q+3AQDesLoFy+tsXHPgy8CX2rF+9D5sbrgV+LOtwA0fw4L5C7C/r4hXjo1i+dyZHXA5HpK5keBUkMyfECc6FlXHjRQlhJ+9cARP74vKskeCFsUiUQCE1ov6bCpGFeHwIrygkBbi09rhspz7APjFaU3a4GoEWkaFZd4M1QNiS1AAqGUVHAwyeqpC5kIupaPqePyzxYyJ2owhqCz8dSjTICO0GeXLgvBDQMwYCNtFqsSEWIzXZfwuFd3D5YhiojGXkrpXiMdVkzZ4lxI1p6E242dMiDkSgD83agNCo2LL5AMQVUykxlBMmDGhniEJQvuX4sRJRO0R7IPrehJZAIS2h1jFhKmjUAmsHCm55JpTk0bfqIWyQlqIigmR0Ojo6ODjMqwQE5xIsOxIG1kgtDeI8+nChfUAwG0M4nFlhblB5IMpLFPDWYlsE4kEIkFqMwYYkztpULYH7Z+qmKC2qVHFREhajCrfATSPVTIDAG9R7s7SZMzZ9HtyVhETCRIkSJBgYhgpV/HioWgLqgP9RTTlTRgaw66uEQC+R3N39yg+fMMyvLbnv/C1/j/Em0b+G855N+GGyufx7IV/B9TOBwC0za/l21oxwztvJEiQYObhvd95Fhd8bFPssj/9ry1481ejsmwqcEYUYoKKrrqMEWvXqM2koGssQmiINg/q5ABEwyWpCwWtw9txpnWJEADCJ+3NaY9b4UTSIs6WQYXkwoYsBopVFK2ovSKbiinGhe3FtaaMVUwEKgbGGFrqMugWOmWkSTGRMzFYUNpMBsdVG1FMhPaF2oxPWtC+p+OWCcSEFgQxhuGXYjGuKZkFQqvT1NjjXpPWpU4j/rhTJ5Jw7EULDQBuzRmMISZyQUvOctXheR+EbEBA+IoJXXqd1DsVWyYt0hHFhJIJYoVhlSmxXWwkTFVDY97E6gV12Lyvj49HeLxh/kRVGYtsKmwlawtdVETiSR7fMfJRdBZR9NB6JnVXiYRfhv8uKEETdF7V3BcgvO7VdVx3dhIVZzISYiJBggQJEkTwzm88jdv+/XHem51wsL+I5XPzOHdunhMTz+3rwVv0h/GeLb8NPPhRHKm9CL/lfBYvrP0XdHrzsaolJCNWJcREggQJTgGP7vKVWnFdNsYCFbX05JRARVdDzoxtF2rGZEXQMirUxW5EkpVDKMRpnZSgmIjmGQStJDPA4cFS8HQ+lMqHwZhRhQNZVA4PlKQsBiAoJIXQScAv7k3dt5XQ9iw7npjwPC/SOaKlLuMrJmxVMWFipOJbMqqKzUO0SliKYoIyJkjSL9o8ariawpGOS7QUhGSMbymQLC9CcCdlPkjjbsiqCM/zJIKJ1gN85UzVdaWx4OGX1JUjpmPHQLEaUUykDS3IKHE5weCvY0hP/8X8CdHKoTFZxQD4c0PKmIiQWeF8AoBlzTkcG67wMSSiICQ67Mh88pUe/jpEPukaQ20mhVI1DMusCvkTYqAnEM61NFdMyF05eGbFCSkm7GDMohkTpJhS7Vr9grXjRL5PEkwezipioqWlZbp3YcYgGQsZyXiESMYixNk6FkXLxtaDgwCAx/f08tfnzpuHvT0FLG3KY2VLLfYeGwa234PrH7oNn0l9HXrjMuD378Njl9+NLdUl3OrRvrSBb6O1Oc//Pndu+PeZhrN1biQ4PUjmT4gTGQux4FSLlvGeflLhqiomLMHKodo1SOEgdpMgVB0XS5tzMHWNdyACEMroOaEhF2OkLPBVAHJIJBWLcxtq4LgeKrYrWQp4IGGMwoFChw8NlrgsnhQJy+fV4OWARBatJoz59hCxUKfCtE5oP8mVD0LniJa6DHpGKlErRz7oDlGsourKxyU+NbcUJUBtxoDrAYMlS9peS0sL6gLCgKspgnEQtyeSIGpBWxUIFyKZRPIhXJaC43ooV92IlYPsGoVAQSB13jAVK4doy0hTjoMlHS8do+W4gV0jJB/8nA5/W2IwZktLC9/GcLmKTErn7UdzwtyQbC2G0i40clwhCSIqekRCo6KQT3Nr/ZalAOAIXWMouFW1w5iBOkfqyhHM3TBjQlZTGGMqJuJbiXqeF4ZfxigmiNBQFRNEygDR75MzCbPp9+SsIibWrVs33bswY5CMhYxkPEIkYxHibB2LfUJy9VOBzBMA3Dkr0TtawXXnzcHV3jbcXfgL4EfvRtHV8Ynaj4L94Sag9WosDdp9/ui5Q2ipS2NBfRg4p2sMT3z4etz9tkt5KNaZiLN1biQ4PUjmT4gTGYuekbCQUJ+YjlrxuRNA+HR8JKKYGN/KMaZiwnaRMXQsbspKiomKUPjnFWm7GPjYkDN58akWyKuWnwMgsA04LjTmf2/Or/NDgQ8FwZiiwmFRnGIi+KxLljZiV9ewX9wrKgY5c0FuncmYX2yrWREA0Jw30TdaiTxNb8hRdwiLt8Gk4jmd0qUQTtHyUBv8FvSNWtL21q1bxy0C6meJlg0x/DJj6LBslxNVIoFTExAg/tjK2QkUBjlSqUasHLyTSsWWbC30mSmdcSuHSFoQYTBQtCTygd5XsR2UlfyJxryJUtVByfItIERGrFu3TrJyZAUlhaH7Cpii5UjnOGMq7UJdFyyYT4BvUYkLJM3z43Ui82lubRo9I5VASeMv8xUTwfgpAaLUAUS2cnhIG/GKCW7lUCw5gD9v1Fax/t8uSPAQR0wQVMWEuE+VGKXFmYLZ9HtyVhETmzdvnu5dmDFIxkJGMh4hkrEIcbaOBfX71jUmkRTfe2QbESyo5wAAIABJREFUrkztxS1b/ghve+WDqPNGUb71y7jT+xyGl94ABDegl7c2AQAODZTQvqQhsv1FDVnccvGCKTiSycPZOjcSnB4k8yfEiYwFFYxANJVftZ1J642ZMREqJizbhSOoLipBoZYXsgfUZfPrMugZDcmSqlA8+5kK4T5VhfDLhmwqElZJxfORg50AguJZsA2QDY4sdOKTewrpHCxakUJy9YI6uB6wr6cgBWMCvmRfVmD43+GaxlCX8feRCjbRbpAOnvarn9WQpe4QvtJCJB+kEE5bVR3I2Qm0vc2bN3PyJCy4w+4QcW1QM0qxaytWDsAntVRCqFZogxoNxgyJiapgySHkTIMXxnHBmAPFakQxkQ4IFLVjB+96UrT8jIngeDZv3gxTD9UZosXDH0MdJSFjRFTZiOGXdEw0HmGeRZh1kRWsHKqtZW5NGhXbxXDZlnJEiFwiuxQnJjQtYuUgFQvNqUqkvSt1+YjLffHPhUhaiISDmjEhKqkKCvkobr9sj01ozHTMpt+Ts4qY6O7uPv6bzhIkYyEjGY8QyViEOFvHojMgJq47by46SaZ8bCfeeuRT+IH+99B7d2LrRX+D11v/jB1zb0b3qC2FWjblTSwMWn5evDhKTMwGnK1zI8HpQTJ/QpzIWIjdMFSyQM2PEBFmTIxt5QDkAodnTGRSUncNWs/UNTTmTKkFodou1LcFuHwd3lZT6F5hu/LT+fLoMAC/i4HteNxC0VyTxpwaUyAmwoKb8iKKliC9V2wIZduJFONZU5byi0V1fUCeUMGmZh1UbDeiwGjMyQSJIeQtqJkQYo4EFcSkaKFCvbu7m7ehrATrkAJD7A5hCeQOrUtFp78fUfJBbYMpkhakitA0UkyIVglPsrUAYTimqEbw1zOk4xdh8owJOfySxrBrqBwdi6CQ9zyZKKJ9pP3zt884MUF2HSr6+X6nDVQdDyXLgevJhBUAiRCiZfPq0gB89ZLYlaNOUUzYQrioauXwyR3Gj1tVUxi8y4eaMeFym5GojBBJD1UxIRIOxRiCkf99BismZtPvyVlFTCRIkCBBghCe52Fn13DEm/3KsRHMqTFx4cI6eAMH4NzzPnj/5zW4xNuBx5f8EfCBrRi5+A9gIYUnggyK84SASwD47J0XoyGXwvpVc6fseBIkSDC7QRkOQNQvPlwKiw41yC5UTIxh5eDERDQToiatYzQmNNM0NDTmUxgoRIkJsoAAkDo9iFaOctVFWbAU0JPsQDyAkuUGhWR4q97anMfBgSL/LNoe5UWIXRmooCWCwrJdKWMCoNaUwv4Jn0UZGeUYxYSpa/C8cLzC4wozJvwwRaHbREqHHbTbFG0j4r4ScSSSFpmUhkrVkTI6AEgZBKLNg7fIrIaKCW7XEM4JFaX0/pwSIKkW8EAQfqnYUIAwSyLyuhkeP1lF+BgG5I6viogqJoiYkAghSYESVUwUq46Ut2EEyh2yDdmubEMhQoVCIGncieAZqUS7vMyt9YmJ7uGyoJjQuGJCtXKkdI13JyGQlSc8H2rHDu24igmRVKBtZwW7EEG8piOKCeG9Z7JiYjbBGG8hYywD4FYA1wJYCKAEYDuAn3uet2Pydy9BggQJEkwWPnXfy/iPX+/Db12yCF/43XYA/o37pu1duKMtg9uO/hveb34fbIeOI23vxq1brsAXrnk9kK7B3Fr/B/3xV3xiQlRMAMC1K+diy9+/gT/dSpDgZJDchyQQMa6VoxSSB+Wqy+Xo4np+oGRY7JOaoX4MYsI0NBg6i5AgluOiwfAVE0OlKlzXg6Yx/uTe0FiYWVC2UZdJce88EBbwYoYDddigetO3ciitKdMG7/6g5jTk0nrsE+7Qx+9IxAngF85idxDVhlC0bF4ciiQDrU/rErHQGBTVA0UrYlEgYmM0hnwIFRPBMl1eVrYdKQMB8AvxnhG1CGb8c8qCzYOK2bxCFon7ztcLCBx5LJSMCYWAoALfjBATYZlFag3xcy3bBWNMGtumIED06FBJ2j8AEoGRVYiJXKBKUFUxTXkT/QF5pp5jMZxT3f/mYD0122NZEGDd2VeAHvy+yxkTgZWDwk95Vw45byUVkCbiOuI+plNaxHpVdVyeTRWnmGjKmxHFhKjUUDMmROLjTFZMzCaMqZhgjP0DgCcAvAbAUwC+CuAHAGwAn2GMPcgYu3gqdvJ0YePGjdO9CzMGyVjISMYjRDIWIWb7WPxiexcA4P7tXVw1ce8zu/Ee5wf4h31vw4rO7+Ee51o8efMD+FHz+zDI6nDpskYA4EFsT3f2ozGX4k9RRMxmUmK2z42ZgNl4H0JI5k+IuLH4WMd2vP3rm2MUDhOzcoxU5PXEp6sFRVLOWBi+GGflyI8RfpnSGRpyJlxP9tWbum83IGn7aMXmrRPDLAayPFQjheTrr7sWAHjrRUPMBFAyIaSgRdNAsRolJkTFRFUpMnNK+KVY+OdM/7jjFBNidwhxWd7UkdIZBopV36KQEokJXVpHIh+C99H5pv3YuHEjMinNtxtUnYiSQsyYIBsFV0wIVg6eI5EJrRw0J+hYuK3AcmALJBIdF+A/2feVJfJvGxEQcfYKQk06qpgIrRxC+GVg5TiqKCY2btw4rmLCbzMqZ0zQ9oiY8EmVcN9pn8hWJJ6v5qAtqGrXWVCXQdrQ0Nlb4IoJQ4+GXxLpl9KiXTmoA0w6CA4VCQjKBCELjwjLFqwcEqng/12fTUUyJopWlMAQt0c4kxUTs+n3ZDwrxzOe513med5feJ73X57n/dLzvJ95nvevnufdBuDtAMyxVmaMZRhjTzPGtjHGdjDGPh683s4Y28wY28oYe5YxdqWwzkcYY3sYY7sYY288bUcZoLOz83Rv8oxFMhYykvEIkYxFiNk8Frbj4uhQGXNq0ihVHRw81g88+WXc+vAGfCj1Y2grb8DQux/HR+z3YmepHju7hrGozuRPKxpyJlbOqwHgh7LNZhIiDrN5bswgnNJ9yExGMn9CxI3Ft5/cjyf29GFvT0F6fTxiQix8IgoH2+VEgUw++GGAlMMQUUzoGmrTBkYtW7KH+EW8zp9u8yfSdhggWZNO8f2Mdq+gkEiLP+GlQnOgp5sfT9XxuJICCOT6RCTYsh0imwrCD5XPSvOAQTcStJkzjbBdqB1VTBSCzhAAeOtJIGxFOlyiTAjKWGBBx5EguFFYJ8PXiVNMEDEhL+vs7OTjMlK2FWJCyawICKGWgDR/NZg7YvhljWDJoCfkauAjKUvEAp6IBzreiGIimD9qp6lc+sStHA05E4xFFROdnZ0wdA3kxIgSE37xHx6Xv16zopgQiS4iTvrjFBM1JvoKVsQapGkMrc157OstcPLB0DRBIaR0mzG02K4cqeB81WZSXEXD9zEIxqxUVaWSx8+haNmg0NqajIFy1ZGuVfF6V78XxsuYeP7AAD7431ukQNyZitn0ezImMeF53s/HW9HzvGOe5z07zlsqAK73PG8NgHYAGxhj6wB8DsDHPc9rB/DR4N9gjK0G8BYAFwDYAODLjDE9dssniW3btp3OzZ3RSMZCRjIeIZKxCDEbxqJo2fj6r1/FnmOj0utHh8pwXA83nt+MO/XHMO871wCbPoId3jJ8eeV/gL35O6hfshq1GQP7+wp45dgoGrWytI2rV8wBAJy/oG7KjmemYDbMjZmO03AfMmORzJ8Q442FKr0WiQlVxSDKssVlnufBclxuMxCLEzvoREGKidGY9p75tCHlKfBlusbbYw4IrT+pY4NYqKkqBrKOjJQFRUKwbN+eXQAQ5E+4chcFM+yiQAGCBAo/VDMBqNisCBkTVHSLT7ItZXt500CxYvPiXyyeTYVIEJdRaKZPTBxfFQFEwy9p2bZt20J1RqkaUQyEXT5ChcPFi+tRmzbw68BmKNoX8mlRMSHnY1ChzwkhXT7elM64XUjNkqCn+LUK+ZAXrByqYiJt6LyziUjg6BpDQzYVUUzQdULvjVNnFCwnElbamA8DWsu2I1mcalQrh3BOmvNp9I1Gu7wAwOLGLI4MlgWiy1c4mIYmZEyEtia1K4clEXiGYuXwAkuOHrFlWIG6xGCeRFqQcqM27beDFS1f41s5BMWE8ln/8NMd+MnWI9h+eAgzHbPp9+S44ZeMscsZY//DGHueMfYCY+xFxtgLx1vP80F3wqngPy/4j+5i6wEcCf7eCOC/Pc+reJ63D8AeAFciQYIECRKcNL7+6334x5+/jC899Ir0+sH+At6oPYOP7H8P/jn1VYzoDRi884d4a/kjyCy7AoD/9OucOXm80j2Kzt4C5ufkbX/g9Svxz7+zBu9/3YqpOpwEZyFO9j4kwczHb/b0omiPvbwUkV6HTy9VxYT4BFUkJmzXg+eFEnlxGREJRBQMlvwCzXU9PzQxICbUz/PbhTJe2FHBYwkFLS0bKUcDBMNtVlGuOtA1xp/C8/DLqhOR3lPx6X+WrHAgNUU0YyIkJtSOHbVpAyNlm5M3kn0hbaAgdPmIy5igsEpJGZEKlABVR8mYkK0cceGXcRkT4XqyYkIMOhQJoZSuoX1pAy8obeGccLtBJWrl4K01iRBSyIdMSuf7l1KsHPWcmJAVE2IOhEpaxOVvEBrzJo4OlmOXmcr+hp9loCQqXFKhYqKvYMHz/O4bor2ElCBErIn71Fxjone0Epm7gJ9NUa46nNyhc1SXMficsAV1Ttb0bRmkPhDH12+rK1yvPPxSi1g5yG6U0mQigTrb1MS2EvXf15hLjdsuVP2sVUGg97P7B5Bg6jBu+GWA7wH4XwBeBHBCySCB4uE5ACsA3O153lOMsQ8C2MQY+2f4xMhVwdsXARAbsR4KXkuQIEGCBCeJvT0+P/z8AeHHdd+vcM5PPoyvmjtQ1VfgQ/gL1C7/LdyUXQhgM1YEFg3AD7q6d5vPHy/MyZLGpryJOy9bPOnHkOCsx0nfhySYuRgqVfG2rz+FVfUa3jrGe1RPuKiYUNP3pTC8qvx0FvALEyBsnQj4RIKhaWjIht0k/NfDYqxWyIpoEfbD1DVeHJZich/E9aibSKQ7RJB1kBGKPqobS4H6QepsYeqwggJPbe+ZM3UcG65ErRzB+lbQ3lNsuVmbMVCxXZSrLjwPke0VBMWEaB0YK2OCPq9i+4QGKQnE9eM6b4RqijhiIlRazBOyjMSMCfEJPOBnIL3S7f/2WU64LG1oMA0NQ6UqJxHos8Xwy6rjRsiHnKnHkipASEyIagQAvN0oEFp7CGrAp4imnIlXewZil6UVhYe4f0VLzAQJFROW7aJoOShVHWm9SMaE8FnNeRMV240NxsymNN6aVmPgnT5qMynJyqEFuR9EhpSrDvJpQyLBatKG1Ma3GlyTsYqJ4Lz4xER4/RMJEto8nDDQNtjGnJp0tF1odWzFRHONP9dUtWmCycVEiIkez/N+ejIb9zzPAdDOGGsA8D+MsQsB3AXgQ57n/Zgx9mYA3wBwA4A4g3LE2MMYuyvYBhYuXIiOjg6+7LrrrgMAPPbYY/y1VatWoa2tDffffz8AoKOjA/X19Vi/fj22bt2K/fv38/feeOONGBoawlNPPcVfW7NmDVpbW6XPaWlpwbp167B582apd+zGjRvR2dkpSWrWrl2L+vp6PPDAA/y1ZcuWob29HY8++iiGhnxGN51OY8OGDdi5cyd27do14WOqVCoAcMLHtHbt2ll3TKdyns477zyUSqVZdUyncp46Ojpm3TGdzHmaO3eutK9n4jG9uNcGwHBooIT+PU/BeOBvUXfsGcBrwhfN9+Ku93wML/6fZ5DZ1YlS9z4AOjLWIAD/2K1eDSSu+61r22fEMc2Uubd169YZfUyzCCd9HzJTsXbt2unehWkH+fUHXTk4V/SHq0F2MjEhLxMLlZIVQ0zEWDmqQZAhFdAk1ReVBSTHj7N5cPm/EMJIBa0YtGg5/nJ6qi8+uS8rxeLVa68AntmCUtV/+i0+xaZ9KVhRQsMPv7RRUTIB6P8VO9pyk4rzvoL//aN2orBdT1BFRK0cw6UqGJOLVlOnUEfZykEkDp13MUCSCuLhsm/XoIJ+7dq1eL7H4+stbsxK2yOCRlU4zK1No3e0AjdoT0rLGGNozPktXucGhSe3Rgjhl6qVgz4vzJiQSxYitrxx4gjiMibC448qJghEmNB3BldMmHHEhMMVOGJXDsDPkShVXb6vQJiN0R9n5QjG5+hQmQeLhp/lt/+kHBGR6OJWDjfsfkPnvmj5xITY6rY2k8KRwRLftr+MRRQTjuvBcT2Yuo7aXFpSO9hCxgQgfzeUAiJyTk0aB/qL0phJVg47/rtGzbkgDBYtbuWabsym35OJEBMfY4x9HcBD8HMjAACe590z0Q/xPG+QMfYo/OyI3wPwZ8GiHwL4evD3IQBLhNUWI7R5iNv6GoCvAcDll1/uxSWRxr22YcMGlEolZLPhl1p7ezva29ul92Wz2dj1415bt25d5LXW1la0trZOaP3169dHXmtra0NbW9uE1t+wYUPktYkeU6lUmnXHNNY2J3JMNDdm0zGNt/54x6ReJ7PhmCayftwxXXLJJdJYAGfeMX1iy0O4NH8Yf2B9D03f3QxkmzBwzcew/pfn4KM3X4psvhbL5tTi6FAK+QVNyB8+iCsuWMG3aT93CJt+6Bfoq5bMRfa8pdN+TCqmY+6J18mZckxnME75PmSmob6+frp3YdpBJEDOlJ8k20LYnGrlEIkJVXotFhaSn90hxYQZLFNk44bG2x1yxYQg86diR7SAUMeOrPAkmPYvJRRjGvNVAKqFIm1oMDTGu16IxMScpgboGvODDG1XkuzT5w2R9F5ZVqyM35XDcuTOFnVZ/9j6Rv3CVFQJUCcKemIuKSb00MqRFhQY/j5pKBTsSLcJKrDjFBP0d9FypCyG+vp6ZAaHAfgkjim11fQL557RCiqOTILMrU3Ddj0eLirue2PODLqGREMdTUNDmYdfRq0cw9zKoSgmckRMRJmJlM5QFUIb+TjFkDb82ISCl4gT+s7gmRgKmUF2iaLlSMtoW/0FCyXLxoIgHBQILUWkmJCJCeoOUuLBouJYcOJMUMv4xIQ/N23HQ0qjLBPR8pSWiJ/ajCF10bHdUDFhux5v7yu21c2aKVkxIWRMADKhSd8Fc2rTeLlrWBqz8dqF0nUU163j2c5+3PmVJ/Ef77ocb1jdElk+1ZhNvyfHzZgA8G4E4ZUAbgv+u/V4KzHG5gZKCTDGsvBVETvhkw3XBW+7HgAZn38K4C2MsTRj7BwAKwE8PfFDOT7EJ11nO5KxkJGMR4hkLEKcSWNxoK+Il47IP7r2wCH8afHf8UPnz/A6bQteWvnHwJ9txZMtb0UFJi5a5P+YLWzI4shQCXuOjWL5vBrpBmTNkgakDQ2fueOiM2o8JhvJWEwpTuo+ZCYjmT8hMVEty503xBZ+kfZ+gWQ7m9IjTzIr1fApbGk8K4ekmPC4DL0hl+L7JFo5apSMCXpym4qxclhCpwz/6byJ/qLFgwCpGGWMIZ82MFq2UVYK+AcffNDvsBGnmAiecIfSe0ExkYrPmNA0hpTO/PBL25WKz9q03FVE2l5w3P2cmIgSCSPlasRqwBUTVaUrR0QxEbWGiNsG/OuElAyeJyszSD1xqL8Y+ax5tX7xfWyk4hM/SjvOgYIVISYAv9ivVF2upBGRNXVedKs2D7JpxAkmLl7cwNcXIR5nY14m50TFBO2f+p2RiVFMAP6TfJGIaQoIhv6ihVJVzphIB6TcQCHawnVOQPwcGSxL+wr41x/ZQ9LKfArDL8Pcj+bgePqCuSTakNRWopbtd0TJCNkogHBN6hoqxVGJMHAoYyKmYwcnJmpMFGO6cvB1xlBMqJYxAOjY6j83nyk2j9n0ezIRxcQaz/MuOoltLwDw7SBnQgPwA8/zfsYYGwTwRcaYAaCMwJbhed4OxtgPALwEv0f5+wMrSIIECRIkOA7e8Y2ncKC/iHv+5CpcOscDHv8CtKe+ijs1G3ta34p37LoGb517GVZn6rH14BGYuoZV8/1wpwUNGQwWq3jh0CBuOF9m/1fMq8HLn9gATWPo6NgyHYeWIMHJ3ockmMEgdYKS7ScRExErhx2G3MUpJppyJrqGy1y+DYSFTUNM+KUYIEndJMR9iCMmqgJpwYmJmBBGwJeP945UImQBEHQjqPhtK9PKE3N6Iq22ksymZLJAXI9aMvJuE0qGgRVHTARqkN7RGCtH8JS7rxDNH0gLrT9VG0I6pQdBm/LT9Ixg1/A/KyzuDY1BY4CrkA/+9uItD0ua/DTmgwOlyGfNDbIoDg2UIuPUlDexs2sYFduR8jaAYNwtRwrMJOTM0MqhLqN/ujGKia+98zJs2tGNRQ2y+lI8D/VZ2RLQJBAV9VmZtKCPyCiEEKkS+otVmZggxcSohZLlSoQGY37+Aye6hDEUFRNNeXn/QhJE/izJyhFkRQDA/HqfKOoKOo2IHWCIUCPYrp8/QXOM51II15CpyXYNIv5IASISHXT9N+VM3gWFxt6yXR6+GVFMcGIiWoruOOJbN4nsTHD6MBFiYjNjbLXneS+dyIY9z3sBwCUxrz8O4LIx1vknAP90Ip+TIEGCBGc79vUWcKC/iCzKqDz0OaDre0BlGJ2LbsW7Xr0B3731d5Dufgr7A3/lU6/2oX1pA//hpxum4bKN5ULwJUEM8EqQYBpwUvchCWY2iAQwNbmYk1v9xbcLrc0YkYKhUnXQkEuha7gsFTq0TkNM+KUteN0bsiYGi+ETXcB/qk/FDhEaoi2DCmUxY0J80j6n1kTPaEhMiAVtbcbgbSvVzgtZU0PZ8kkGsQAlxcRgTBcFyosYKFh+IKHS9aJiO5HOG7QOER3i/pGFpXekAo3JRELYlaOK+YI1gMYlVEwIpIpiQxELc8b8dpOlqhN5Oh/XDQQAFjZkwBhwsL8YybOgYr5nxCdcxOK5IZfyrRzK/tE+loNxypjRDhtk5aCCm0A2oWVNSusq+FkNb1sbtUCKx6UWuI2ClUMlJohMimRMpELrjUgwkGKCbC2qbaQmbYQZE8L5JzLC9aJEDJEbQyUrMgdDK0eYt7IgICaODpXheX7uB9mBiFDzPA+MMd6JRgwjBcRrUoOheZKSgbp90NiI6gfbcWFoTCItaB6RVYosPCK4lSOGmKB5oCq6Epw6JmLluAbAVsbYrjO9TdeyZcumexdmDJKxkJGMR4hkLEKcKWOxbX833qk/gF+lP4TX7P8y0Ho18L7f4NPpD8KqWYxlzTksa85hf18R5aqDFw8P4crWJr7+QuFJzvK5UWKCcKaMx1QgGYspxay5DyEk8ydszVlfIxdz41k5ODGRjlFMVF3kTB1pQ4sNv8ymdGSCbgLh9kIrR30uhcEYxYQYVKku0zS/gIrLmAACxcRohYdfqoqJUQq/FIrUZcuWCVYOWTFBT6rjrBeh+sGKFPemocUqJnjGBBETMcX9sZEyMildUhaIT5yjigmNd+UQi2/av74YEoTWU8do2bJlsoVEUYE059M4NlKOfBZtg8gvcRtNeZ+A8m0yilLF0Hm7UNXKIZIbpiEvu2RpI772zsvwkZvPx0QhHqcaokhqBSB8MEDfGVTkxyk6AH9uiPOpNm0gpTP0FSwULTtCTOSCbAp1nzIpnWc2xFk5AL/NqNTJo8ZEwXJQqNjStVCfTSFtaOgaKsEJ2veGVg4DnhdaJkjFRNutCNcWHXd9TU5uF+qQlcOfs2VJgeETHTQ+IjFZCYiwdGDhETGelYPOvqromi7Mpt+TiSgmoqlcZyjUILGzGclYyEjGI0QyFiFm/Fi4LrD9R1j/wMfwptQRvGxehE+l34UvvPUudA2V8dDLD+G9rz0XjDEsbcrjgR1d6OwrwPXAbRyATEysiFFMEGb8eEwhkrGYUsya+xBCMn/CJ+dqcJtIOKg3/pYg2Y4oJmw/5JC6E4TryLaM0XGsHMM8YyIkEsiHX1CtHELIJc+YcDzkTNXKYcFS2oXSMQwWLbge0FwT3o63t7cj+/jjvi1DKZ5zphxWKBbL1Fmkd7QS22KyEnTKMJUn3LSOv39hwc2JieFKhHxQC1hpma6hXHWDVqfy+0xD4x1AIoQGb4MZvt7e3o6DQicFtUDOmTrKVdcfJ6GVaFohJrKSYsKE69E4qQGXGkpVN9bKIW5DXQYAN14wP/LaeBC3p6oiKNhTBH1nLKj3f6/7CxVpOSkoBooWWurC9RljaMiZ6B4uw/WiSgsxlFMd38a86YeOjkGCDBYtNDTn+etkrzk0UEI1IARoHxbUZ3B0qMxtF0SC0bZKVQdZU+djzxUTVUUxYWhYNK8ZRzr7+edGunLYsmIqpWk8M6Wo2LzSKR2ZlC4FYfrreZFtEciyo4bzAn4AarnqRsZ5MjGbfk+Oq5jwPG8/gGYAGwHcDqA5eO2Mw6OPPjrduzBjkIyFjGQ8QiRjEWLGjoXnAbs3AV+9FrjnvRj2cvhI7mP40UVfxX0DS+B5Hp7p7IfrAbddvBAAsLQph76ChRcO+t5IURnRItzQnTsnj7EwY8djGpCMxdRhNt2HEM6m+XNsuIxjI+XI66RAOHqsV3pdypiIUUyYuhYUElHFRNrQeCtDdXum7i8rVsaycqQwWKzC8zzJrsEY8wmNclQxAYCrGwA/A0NVTJSqDreIiE/aazJBxoRi13j00Ud51oGaMZETik9ALu7rBJJhLMVExZatHFSUDsSoGOoEpQgRInx7ik1ERDqlcfInrVhU6jIG7wAylmWDjkMcC/E4RBApZNlyTgftE+VZSJkLQX5D13A5sn+ZVKiYULtyiKGRqpXjZLBSeAigK3bJppg2lPSd8ZrlzQCA+fVyZkWOd75wImRRNqXzcxxVTITnViW0ao6jmFAzJngg6UDRt3Jo8rXQN2pFbE1UwBNhYLu+9YLOJxEGlqCYGOrtlrJiyMpRw+0aQseOwBpCXWbE8NuK7SCtxysmaD/V14GQLIlTTHz2/l04/6P3x1pAJguz6ffkuFcWY+yjAL4UbHsJAAAgAElEQVQN/6ZgDoBvMsb+brJ3bDJAfeYTJGOhIhmPEMlYhJiRY7H/SeCbNwH/9WbAKsDa+B+4w/4URhavx6LGHCq2i4FiFduPDCGlM5zX4isjljX7TzIe3nkMjAHnCASEoWv42jsvw6//6nXj5knMyPGYJiRjMXWYTfchhLNp/lz5qYdw5T89FHmdgizLSo6EmDERsXLYvm9dtE8QqC1kJhVv5TANDTlTx6jSlUNUTNiuh0JMZwtfaSEXSLxto6nLGRMC+UC5Fn3cwy9L7EfL1C40vB0fGhryOxVUo3YIrpgoUMaEqJgQrByqTcLQY7ty6BpDNqVzC4tETAhP8Snbgm9PDLVUCt20YrcQUZtJ8XMasXIE+0WWD8AfC/HfasvNjDROguVjHCsH2Sa6hspRK0dATFhCPoL4WeH2Tz13qTEfJR8ITTXRZfSd8cYL5uO+D1yL2y5eIC0XiRP1nGRSGgYChZL6JJ+yF0xd48W7us1IxkSwfdv15EDSxlAxQYSA+DkFyxa6awStRIXONn7+hBdYOeIVE2lDA3OsSHcdQMiYqCqKiYCUBJTw2+B6yKT0aMZEsJ+qkkJ8LS5j4iuP7R1z2WRhNv2eTMTK8VYAl3ieVwYAxthnADwP4B8nc8cSJEiQIIGAru3o/snfoKXrMVQyc5G+5V+BS9+Fnzzfhd7iC3jnumX8KdqRwRJ2HB7Gqvm1/AZtaSCxfGTXMSxqyEZuTk5UhpogwRQiuQ+ZhSBLhPpActyuHEHXCyq0RZS5lcOIyLWB0MohLqsGwXhASCIMlapSEQT4hXlByZhICVaOshWSFmIRJ0reaR8Ioq0k7gl3XFGtZkyIy8iWMVSq8vaMBJPCL2MyIfJpnYdpivuXCgrVguVECIHxFRPxbUCBUIURt4yOrTYj2xoy41gesimNdyIRtxd2DQnGUCAgSI3QO2phcaOcb5JN6Tha9btyqOSOqDQQCaZTwTvWLcVQyY68TgSBShQQVi+si7yWlYiJKJEQZ2sBQtJpxbyaqEokOO/q+ZdajgqfNafGREpn6Bou+0Gr4nzPGDg4UJS62ojbKloOt2T45GPQlcMm0o+WacjoHiwn6Pxi6LxdKA+4rEbJRxof2ebhIaWzE86YoNfGU0VYdnS9BMfHRIiJTgAZ+K09ASANYO9k7dBkIp2OerbOViRjISMZjxDJWISYEWPRvw945FPAiz9EnuXxmepbsHPBW/GtK9YDAH69pxfzatO48pwmvHjYZ82PDJaw/cgQNghkw9JAMVGxXZw7TsDleJgR4zFDkIzFlKITs+Q+hJDMn7DQcDz56TPd0NemjYiVwxL859GuHH7RnR0jYyJt+D5zKtBoGXndqWXjYNHiZEZaUkzY0vbirByWYpWgIpB3IBEKtXzaQNFyoDMmF9XpNLKVUHovPtUPQwejy8SiX5Xe54PjVotFWkbEifpkvD6bQsFyeMHHty8SE0oRLC5TP0skHWoy8japC4Ro5VCvkygxoaOvYAXnXsyAYGAsHHeRLBE7Xqj7588rN7ByyPNSLOgb86enTeQ/vim+CzJjDF9/1+Vc8Qgc/ztDUkzEZIwciMklAULS4ZwYGyd1+qhVzpVIgojjzhiTbEiSbcg0eCgmEGflcKRldE1UYjIm/PnooVDxiQkiNHIpHYyFgZlAYA3RWWR7QKimiFNMhMRElHyg14qK2ssT2sVOJTExm35PJmKSqgDYwRj7FmPsmwC2AxhljH2JMfalyd2904sNG2ZdftZJIxkLGcl4hEjGIsS0jsVIN/DzvwT+/XLg5XthveYDuKb8r/iKczteOOb7oD3Pw5N7e3HV8uYgXMr3dz63fwCDxSouWBSGytVlUvyJ4PK5Y+dIjIdkboRIxmJKMWvuQwhny/wRb9RVcCVDTv4+ouDJumwqcuNPGRPpoHuCCLJy5ARrBSC3/qwRlA8ApCfjVPQOFaucEKGiKS8SE0RaCIUVfV6p6kgFIsnHSZEg2gPEbh9isbhhwwapNaVIWmiB9YITEzGKCSBacDfnTfQXKhHihPaRZP7qMrJzqIWppjH+WiRoU9inOmU9spukDS2yHhEG4mep10mEmDDjszhYQPbEqU5EUiGnKBIyAcmkKl8AmUiZUzP5heANq1v4AwXg+N8ZuZSgRolYOUJVjHou77xsMdKGhjesboluMz0GMTGOKoaCJClYkpAPrEuq4oiukVLV5mSlEZAFQGibCEkLhsvbfUKHrmXb8aBrzO+SY8jXvx103uHEhB0lJsbLmLBdj3f9oHWICCmp6wjvo++xqcBs+j2ZCDHxPwD+BsAjAB4F8LcAfgHgueC/MwY7d+6c7l2YMUjGQkYyHiGSsQgxHWPhFgew7Vt/Du9L7cBz3wQufRfwgS14se1DGPRqcM2KOegvWOgZqWB39yh6Ry1ctWIOAP/mM5vS8bMXjgIALlTknnQjMF7njfGQzI0QyVhMKWbNfQjhbJk/I5WoTJ1AhcZoUe4uQAVBQy4VkVHbgfffb0kpL6OcgbzaeUPKmJDDL+OsHP9w7w5e2FDRVJsJt8kLJEGKTsGYRcuRsgiyppx1oFo5CGLht3PnTqnwU59w50xdyJiQ1Qm0nkowNOVNHjyokhY1Qn5ESslOIGIib0YF1jReKlkgfnadYsuoTRPREVUcELGgjoWI+lzU5lG0nEgHENqPkJgIj7EmbfBzHkdMlMewclCbTnV7U4XjfWfUZAxQR1eVSJCVNfIYXrK0ETs/uQFvumRRZJt03qkNJ6FJsArF5VlUqm6EBKvJGCgEJBIgEhOClUMgHzgxUaWsh/A6HurtBgB+TdquxwNEs0GnFgInHxSiw1/m8c+KKiZCUrUsfNeIhGhZUXSJ30nUiWcqMJt+TybSlePbAL4PYAt8T+f3Pc/7Nv032Tt4OrFr167p3oUZg2QsZCTjESIZixBTOhbVEvDEF+H87zVY0/kNPJteB7z/aeDWLwB1C/DS0WEAwO3tfpeNV3sL2PxqHwDgNef6Kd2axrBiXg0OD5agawznL5CJiT9Zvxy3XLQAt69ZeFK7mMyNEMlYTB1m030I4WyZP9QSNA5U4Jcs+T0VgZiIKiY8/2lqkDEhKjKoAKlNG0rAXdj6kzITpHWCgpY6FR0aKHErSI57/Y1IxgQVXQ1ZE0OlKhzXg2W7EqmQDZ5ic2JCKdQI9YK9YNeuXYpUXvX96/zJrFoUNgaFe0QxUWOiaDkYLlcjSgXRpqFmCcwNlAGqlQMIn9A3KXkWkmJCIS1IMaEqKYBwbDQWkiPqdRJn5eB2jYhyQw8zJlKy3YACMNVuI5mUjsoYVg41j2KqcbzvDF1jnHCZo4RnZqRzEh17xuLDPDMxZBHgXxc0LyOKCcMv8i3bkeYCEWAhSSeHX/pWjjBHgodfKooJU9fQ330EgKiYCAnGjKEpGROutD3RYmFPQDEBKGSE8L5iVf5+ErchqicmG7Pp92QiXTluhu/l/BKAfwewhzF202TvWIIECRKcFXBs4LlvAV+6FHjwo+iqvRC3VD6F9xTeBzQvB+DLoe/ddgQtdWm0L2kAAPSMVLDn2CjqMgZv0QUAK1v8m+sVc2siN63vvvoc3P32S2OfViVIMFMxHfchjLENjLFdjLE9jLEPT+ZnzWYMToCYUK3YXDGRNSPJ9hZ/+inLsl3Xg+sBhi639qR1gNCbXqjYnNCoCk/GTUPDe645BwBQsmwwJmRMZMZuF9qQT2GwVBVUFqKVIyzGqPUoQSz2G7JjBz5GiAlRsq8sm1eXkfaNQGGYRcuJZkyYonJD3o95dT4xoRIWAOAEY9isFMHjPZ2fS62pY+pg2q/xCro4YoK3Jo20H9UQKO4jgY9UnKvhkpmUBiuQ6qtWjkUNcnvOmQji6VSriXhOTuT3n8ZP7crCGOOEVDSnw1csVGxX6tBC871f6VBD1wi1aQUAQ4sqJsTrLq37OyYqJjgxYco2L9v15IwJUdVAROcYXTnIeiUTE+HfagaOqMZIwi9PDhOxcvwrgNd5nrfe87zrALwOwBcmd7cSJEiQYJbDdYEd/wN8eS1w758B9YuB3/85Pt30SezwWjFUqvIfwOf2D+Dpff34k/UrMC+4sTs2UkFnXwHnzMlLN7sXLPRzJS5aXB/9zAQJzkxM6X0IY0wHcDeAmwCsBvBWxtjqyfq82QzKQoiDFTwdjXTlCIqTumwKFduF48qqCFNnPNyPipaqG8rD/baEDtxgPVHhkE8bsF2PFyeilQPw7RlVx0XRcpBN6fy7tSZodeh5Ht+/lKCYsGyXh1WKRXDYlaMaaT9ZKxT7YiCjuo2IlSMtkhbyspaASJhfl5Feb8qHhWo0/NLfBmPyPtGxjQU6L5EOIEIxqhIJLcF+qQUdEHaOUhUYIuIyJgiREE7hONUuFVScZ82xsxNUYiJONTLTQFdKs0JMyN1bJn4cdI61GEUF3Z/Mr5fnWtrwg2ktJfeDyK0waNXfZl02BY0BvSMVnt1gGmK7UDVjQgNdAtQy1HE93lEko+TPVB0XKS3MNBGJCdsNvk+C0FMRVcfl80TcHpEPaUOLISZEK0dCTJwMJjI7j3met0f496sAjk3S/kwqrrvuuunehRmDZCxkJOMRIhmLEJMyFp4H7H0YeOjjwNFtwNzzgbd8H1h1EwqWg0d2/hK1aQMjFRudfQW0za/Dj58/hLyp487LFiNn6jB1DcdGyujsK+CSJY3S5t++dilWzqtB+9KG077rydwIkYzFlGKq70OuBLDH87xXAYAx9t8ANgJ46XR9wNkyf0YE5YIj+MABoErhch6D53mcBBAzJgC/KKCikGTZPMm/aqMeKdgUmqcxpIPCq2DZqM2khLA9xq0JPSMVLGnKSVYOwC+qq46HgiWHWNakDbieH26pthIl+8SRwRIAmUig/SxVHf4+vk2hQGwQll133XX4xe5h/m81B4H+zRgiZAcVX8uVzkuiqiEu/BLwuyZomrw92sfRmKwQOyCD1CJYKkaVIpiIiULM9t6+dhmaa9JSNym6Tu64ZBHu2XI4Js9gbJJG/Le6LENtYGMyJgjqOAHAZ+64SAqknEpM5DuDlEAqWUTHlTP1COEyHlwvvK5UUGDqKqFzCH1W0bKjXTm4YiIIgg3OQUrXsLAhiwP9RUExoSGla9A1xpUMovLpuqvW4rPbnsNoxd+W7YYEo5oxYTseTEPjnVrEjh1V2/8+YYxJr9OylroM+guWpNyibTfmTCl7AlCtHFMXfjmbfk8mMjt3MMbuY4z9PmPs9wDcC+AZxtgdjLE7Jnn/EiRIkGD24NCzwLdvA757B0YGe/DClZ8F3vcE0HYzwBg27ehCqergz288DwCwr6cAANh2cAiXtzYhnzbAGMPc2jSODJZxeKCEVqXFVyal47XnzY1IaBMkOIMx1fchiwAcFP59KHgtwQmiFPOkkVAVJPtxTxrJ3iAWBVXbl9iLgXkAQmJC13gBRMV0JejkwRjjtreD/UV4nheE30XbWw6XqtLTeHpyOlyyI+1CiVToGva72Yq5BeIT+GjopJAxoWYxCN/fjUqRSdtfUJeJZANQwb+oUbYdiIXqWPsR9ySdFBRxRAKNuapwEC0PulLQcsVETAtGTWO4+aIFEXIEAD7/O2vw0ifeGHl9vO4Q9O+6jBHZD/p3Lq1mTAitXhXSAgDecuVSXLV8TuT1mQISF3HLTAAaixNRSwChYkIdPxErI8SEH0yrBq0SuUgqKpG0WNqUk4kJPcyLiG0XGpyb0Up4/XMrR0rJmAjUFNSpRe7K4S9Lp7QIyWA5Lg9bJWUGEM7dhlwqsXJMAiYyQzMAugEQHdMDoAnAbfBVQ/dMzq6dfjz22GPYuHHjdO/GjEAyFjKS8QiRjEWI0zYWx3YCD38S2PkzIDcHz5z/Ybx9y/mwfpXCpkuLWDXf/2H/ydYjWNyYxe9cvgQfv/clvNpbgON62NsziqtXNPPNzalN47nOfrge0DqFT2+SuREiGYspxVTfh8TdhUci1hljdwG4CwAWLlyIjo4OvoyeYD322GP8tVWrVqGtrQ33338/KhW/E0V9fT3Wr1+PrVu3Yv/+/fy9N954I4aGhvDUU0/x19asWYPW1lbpc1paWrBu3Tps3rwZ3d3d/PWNGzeis7MT27Zt46+tXbsW9fX1eOCBB/hry5YtQ3t7Ox599FEMDQ0BANLpNDZs2ICdO3dKoWonc0ybnz0AILAzjBQxXC3yYxoY1vlQ39PxM1AXx72D/vdh31GfG/rpffdjTsY/ppFiCV6lgBe3HAOg4+DRY1hYo+Pe+x4AYODlHS+idYFfOD786ydR44xg5z4NWvAcrjLgdyy695HfoOtFD4ABp1rhY/rKEQbAD1R0KiX++uGSTwBv3vIintt5FICOhx7YhN+65UY4pVEAwC9/8xwAHcMDvQAW8HV1psPxGExDk86TX9f7t+G/eeRBiDVjw3lX8L+feuwhjKwIz9No7wgADY26T4SI5ylb9Pd/XsaT5snic1byv/fsegkdwzv4eRru98VHlbJ/vOLc8xzgokYNv93mkw3iNhdlszg6BOx96QVsH+zhr9962+38b3o/zb1nfvVLAAZsx8XWrVtPeO49+At57mXN8Pdv2/PPonagjs+9kcEBAAwpr4pSqSRdT329GgCf4BKP6VA1VBq+vH0bOrq3ApgZ15P4PiD+O2LtkgY8dXAUjz+0CcQJtLS0IJPy7x88q8yPdyLHNBhcD3NrM5Fj+usNbfjOE3vw6AP3ScekeQ56B4ZQqQL7X92LnTs1tLW1YcuzTwMAXnrlVQAaTEPj33veiIZXBhhGi/6cfu6Zp1He4wGujp7+QQDA1he3A9Cx6b774PMWBnbu2YeOvhfQuV9Dpex/l3hVC929w/w4S+VaNGUNdHR0gLk6Xt69B1sXVrBmzRpUHRf79rwCMMCyNbiuh927d2Hnzl2oOgYqw/0ANPQMDKGj43EAwM5Bf0wacins6nLwk590gDH/PGWWXsTH4smnnkFlr8fPU8cjT+HT2wz8r4tt3HLVmfddfqq/TxPFcYkJz/PePeGtJUiQIEECAMCxkTL++N9/go/X/RQX9f4CSOWB1/0tsO59+NaPXoEF/wZ5x5EhrJpfC9tx8cy+fvzuFUtQkzbQlDdxeLCEA/1FVGxXeiqxekEtvn/Q/7FWFRMJEsw2TMN9yCEAS4R/LwZwRH2T53lfA/A1ALj88su9OKIq7rUNGzago6NDWtbe3o729nbpfdlsNnb9uNfWrVsXea21tRWtra0TWn/9+vWR19ra2tDW1jah9Tds2BB5rb29HU8P1wL7/FZ2zEhhfvN8vv7nXn4YKPv2h9e94UYsqPeL3z0P7ALbuQdrVq8Ctj6Pa667npO3mpHCgub5eN3V5+Dru55CtqYe2WwWN7zhjfi7Zx/Cpe3tWNCQAX7zDFZffAkuWdqIZ37yIl4c6QIAXHPpBdDuOYC5y1Zhw/rl+POnNqE2n8PG6/x9GvxNJ36yfwcGSxbmNjVg48arAQBP7u3D3Vs3Y96Sc9CmNQGdO3H7bbcgmzawfEkLgN1oXHQucGA/li1eII3TR7c+gKFSFSldi5ynP9/8cwDAm++4nasfOjo6sLAp/L7/3Ttu50+s169fD3d+N5781rNY1boocp5udT18qK+A5XNrcPnK8Dz5Ev99AIDXX3U5br047Mx0xerl+M62LbBYChs33gpAnnu/O8a5f33FxktHhnHlOU2Rcx/3fv84N2JP5mW8YXUL2lub+DGpoGNSrxN1ezu3HOZ/X3fNa3DtyrkA/Lm38LkK9o70YtHcBmSzWemY7ul7GruGepAzdWmbm3Z0Ac/6HYivXnsFbr5oAV823ddT3HvV74g3WDYOD5QiKoYXfrUXANDUUIeNG1/LXz/eMd3iuLj1pW688YIWMDY/8r73rV8eea0ml4FmZuGWyrhw9Sq0tfmk2GuvuQqfff5xNLcsBHq6kNI1/r336oO78eRDr0AzfHby2qv9c/nFVx6Fbfgqm5XnnQ8c2I073nQ7fnbvT5E2NDTNW4CNN1+PX35/C/oO+8V4Y30NuoouNm5cDwC4+wuPIZ0ysHHjRvzj9l9i0dJ5aG+/GLbjwgNwweo2pA0Nmw7tRKnqoK2tDeeuOA8f3PwLtJ27BC89fxiekeZjknupG3j5WTRkTXgAbrr1Vm4Vemx3SNBd1H4pNl62mJ+nmnPbgW3bsZMtxfuDMT9d3+UdHR3892OyvstP9+/TWBiTmGCM/R2AL3ue1z/G8usB5DzP+9mEPy1BggQJzgYUelH66Sfw/fL3gDLD6GV3oeb1fwXk/acWzx8YwE0XzseDL3VjzzH/advengJKVQcXB6GVCxsyODJYwu7uEQDAynmhZ/iNF8zH95/2nya2NifERILZiWm8D3kGwErG2DkADgN4C4C3nebPmFUYKlVRk45K5uO82QTLcZEzdRQtR5JEW4E3PbRrhDYCypjgy5RgPENn3H4wKrT3JNl4StewoD6LQwMlVO2of56k50OlKhY3hE/jGwM5x0ChGmkXSjaPnhH/KaPagjJn6rwrh4qf/unVeLZzIGLJEHMb1DFdf948/P2tq3HbxQugQtdYJF8CkNtBEgFEoE5OYh7IRFCTNsYkJX78vqtiAy4B4G9uPv+EPmc8iBaY5nx8JwrVJgMANKRqtw651WvUyjHTkTONCCkBhGNxolYOQ9dw00XReTYeMlILVzm/BQBv1yvmo9B1R51v6L3z6tI4FlikLMeBrjF+PdSkDX6NO67LX88GLV8JtuNxa4jYFlRsTUqWnoJlI582uF2Lwl+LSothIOzsUq66YbBmdWwrB83PZztjf84SBBhvhr4I4F7GWBl+3/Ae+HLKlQDaAfwSwKcmfQ9PI1atWjXduzBjkIyFjGQ8QiRjEeKEx6IyAjx5N/Cbf8MSq4gfOK/FF+3fxrsbrsZdASlxZLCEo0Nl/NFrm7C7e4QTE1sODAAALl7sS0kX1mfR2VfAK0RMCDcb16wIPa5qoNpkIpkbIZKxmBJMy32I53k2Y+xPAWyC70P4T8/zdpzOz5hN88eyXVz5T79Ec97EEx++XiqCj5cxUZ9N+cSE9D7fm86DI6WigDIm/NvXYkVN7Gfcyy629xS97osafWKC9icu8HCwWMV588LXqWvGQNGSwjSBMECxbzTalQMIwyrVDATA/76n73zCqlWrIu1DRWgawx8GbU1PBguULgrnTILq7rJljcd/0wRwvOtEzFKYE2lbSuGk0S4fY2UmZMbphjLdOJXvDLokl03Bg4yMofNCXrzu6G/KKxGJOjpXI9T6NRj7lroMthzw1aFia99Vq1Yhv+so31bVCYN1oxkTLs+RETMmwk4+jF/DxYoD1IbBvI08Y0ImRwGgJh2G8xL5JWflyN93FBbbVxi7U9HJYjb9noxJTHie1wGggzG2EsDVABYAGAbwXQB3eZ5XmppdPH2Ik7GcrUjGQkYyHiGSsQgx4bGwK8Cz/wn86vNAsQ84/3Z8rnInOg7XIJPS8fS+AdwVqCefDwiIS5c14vE9vdjfVwQAPLLrGBbUZ7B8rn/jsLAhiyf29GJ39ygWNWSloDRD13D/B6/Fof5S5EnbZCKZGyGSsZh8TOd9iOd59wG477hvPEnMpvlTqjqo2C6ODJUxWrG5ggAAyuMoJqq2i/l1GRwdKsuKCcdF2ghVESXlKWQqRk1BbQYNLRp+aTkyMbG4MYvNe/v4/mRiAipHyrYUfkgBlwMFC1ZQINF3L5EkvQVfMaESE835NPb2FNAQUyDHYbLnxrxIMKKOd71mGdad2zzGGtOH442FSEyoIZxpJZxUBLW/pK4ThOOFX04nTmVeHBrwvyqnIpNKHEOxGwqRA1Tkx4XOjpRlpUVLXQbdw2W/Ta/tcjKwra0N+U09gmIiDLHNpuR2obbj8fXShs4JySonGEOis2AR0SF3BhIVExT6Sh1nygqpSrAc5fsu+LfrRuKKThmz6ffkuF05PM97xfO8b3me92nP8/6353mbzkRSAgDuv//+6d6FGYNkLGQk4xEiGYsQxx0L10HXY99A76cvBO7/MNByIfDeh+G9+Tv4eVctzl9Qh8uWNeK5/f3wPA+e5+GHzx5CztRx/oI6LGrI4vBgCa7r4Yk9fVi/ah6/2V3cmEXBcvBMZz+X2opom1+HG1a3TMZhj4lkboRIxmLqMJvuQwizaf6I3TUGgxaCBPGGPtKOz/F49wmVfDB1jSsfRItB1XFhGizSlUNUTNRmxrZyAMDixhy6hssYDoogkUgQi6Ws0ooyZ+oYKFYjCgxqRdgbWDnUgnZOrV8wq50SxoI4N9S2j6eCOYE9xIixlHxi44VSnsJMwfGuE5GMUI+L8pdGYywqZEFZ3CgX6mJr1plm5TiV74z1q/zsjQ0XTv45FskI8TrhxERQ/JsxNg+61omYmFebRsV2eTccM9j2/fffj5q0zq9x2xUVEzpKVYe3Tq06Lp8b6ZSgmBCsHPm0/H1C78mkdKQNje8zEHYqIcuYSLiKqjDaPv93YB2zY4iJx1/pxcc6tvN9PlHMpt+TEzMbneGglNEEyVioSMYjRDIWIcYcC88Ddv4cePiTmN+zE9vcc/GT5R/Be37vDwAA2w4O4mB/CR+4fiWGyzZ+9NwhDBSr6Boq47HdPfjwTW1I6RoWN+YwWrGx5eAgRis2Ll0aSnrPDZQTR4fKuG3NwtjdmGokcyNEMhYJTgWzaf6IXuqhUlVKDRUJB7Edn+d5sBwXdYEEOpIxYWiYE3iye0fDsQozJgIrh9IuNCUQGlSQVuyoYsL1gH29fjtm+Qlv+HdOIRgacyYGixZyaT3ScjNnGtxXrxITVDyrSoWxQHNjy9+/gXvjTwc2ffBaDJ9gjsR043jXSSqGZCG8qX0R/vXB3VgRQ+z/4TXnYP2qeVgxT15Wnw2JjplGTJzKd8ZVy+eg8zO3nMa9GRvi9RRHPpD9Sg9wnJcAACAASURBVDx3KV1RTAhWDgDoHikHBKN/PVQqFdSkDfQG9inbcYV2oTo8j5RXum//0uIyJkIykysmKrJiwjT87xPJyhFYMkgxIdnQJJIimqkzFv6+Yzv29RbwpksW4ZKlJ26Dmk2/J8dVTCRIkCBBAgH7fg18/Qbg/70dnuvgr7S/xEbrk/i/x0LP773bjsDUNdx4wXzu5+0aKmPbId8rueECP92aes1v2uEnxl8UBF8CkALMVs6L3lglSJAgwUzAeIqJkuXwJ5nizT09NaQAuYhiwtBQlzVg6hovPvzP8iXbmZQGxkQrB4VfakjpGtKGJismhAKJvpP39xExEf+EN6uEWFLYXqXqRoIs8wIZkVMKWkMbO+tgPDTmTckWc6porklPSp7ETMXS5hye+pvX465rz40sY4xFSAlAtn1kzKREOhlkJKVRlKQY5VaOscMvRSsHAHQPlyPXsUgY2G4YcEmEUomTlqFiIpPSUazK5EOcYoLUDmawjMgUf3uBlSN9HCuHQkzY4xATFHoudvU4W3FWKSbq6+uP/6azBMlYyEjGI0QyFiGksTiyBXjoE8Deh4G6RcDt/4bDy96EH3z+11jUkMX+viKGilXU51J48KVuXLtyDuqzKemH9YVDQ6jPprAs8HkuDoiJB3Z0wTQ0rBDICFFi2ja/bgqO9vhI5kaIZCwSnApm0/wRiYmBohzsVqo6WNacw6s9BXQNlfnrdNPOrRxKxoRp+BkOzTWmpJiwAsUEYwy5lB4pJOjJaG3GkDImxIwe+k6mfJ+xnvCqiol8WkfBspFO6RFVBKX650wdmhKsSDkGYwUuqphNc+NUMZGx+MbvXT5mUCWd64liLCvPTMCZMi/Ea022cgRqhyArQszHErNdAJGY8FVG3cMVrpYC/LGodQyuALIdl6seiFwaLFbRkDNRFUiLBfVZvHDIbysqWTkUxYQl5E/kTUOychCpWhubMeHwMVCJCdHa4XmedPx0vMUxOtkcD2fK3JgIjktMMMbmAngvgFbx/Z7n/cHk7dbkIK6369mKZCxkJOMRIhmLEOvXrwd69wCP/COw43+AbCNw4z8BV7wHSGWwfftRAMDb1i7F5zftwvYjQ7hocT0O9Bfxu1f4gub5wdO5o0NlvHx0GKsX1PEfJHp61dlXRNv8Wskjq2sMH76pDQzAhYtmBjGRzI0QyVhMHWbTfQhhNs0fyw5vuAdLimKi6vhZOgMlHB0KY0GIzKA0+7iMCcDPZaA2nJ7n+RkTQZFRn02hv0BS7iD8MlhPbCVo2S7MXPjd2lKrEhPHz5gA/Ce0I2UbOdOJdNggxUQ+Hb2tJgtHc83EFBOzaW6cKiYyFq8/f3KylmZaV44zZV40CfNcvE50jYEx3wmbMeSxpet9mBMT/vJ5tfGKifXr1+PZTbvQX6jAcT0pY0LsoNOKfPCd4a/X2pxDf8HCUKmqWDlkxQTZLlJBdyA5/JK6csQrJkxDg2losByZZBCtHFXHg2kw6d9ANIdnojhT5sZEMBGdUgeAevhtuX4u/HfGYevWrdO9CzMGyVjISMYjRDIWAYaPoPdb7wDuvhLY/QCqV/8lvA9sBa76UyDl/1i+eHgIhsZwSxAa1tlXwO4uv73n+Qv89p7zatNgDOgaKmF39whWzQ/bftZmUlgYEBdxstI/vm45/ui65VPaeWM8JHMjRDIWU4pZcx9CmE3zR1RMDKmKCctBNqVjYUMWR0TFRLBO3VjERFCAzKlJc8WE43rwvJA8WD6vhrdbrnIrR9DCM21wWXi56khFZl3WQNrQsL8/xsohEhOqYsL0pePq9oCwM0dNDDFx12uX43O/fTFuu3hiWUGzaW6cKqZzLMbLr5gOnCnzQgxsFYMwGWN8TDPKtRXaPKpgLFRXZE0dtRkDx4bLXC0F+GMxtzYN1wtb+JLyiXfQKVr8O4PsVBSIur+voFg54rtymLqGjKFL2RGkmAi7cgi5ElUXaV2DqWsxVo6QwC0rrUTpvWrnooniTJkbE8FErrqc53l/7XneDzzP+zH9N+l7NgnYv3//dO/CjEEyFjKS8Qhx1o9FsR948KPAly5B0/77gCveg/3veAIrH7oUP9wxIr31hUNDWNlSi6VNOZi6hgP9RbwcEBOrAvtFStcwpyaNZzoHULQctAnEBACcE4Rcrpwnvz4TcdbPDQHJWEwpZs19COFMnD/lqoN/eWAXz3UgyFaOqGIia+pY2JDBkUFRMUE+bR0MnmTlqAjp+3MEKweXXgdFzMp5tdhzbBSu64Xhl1pUMVGxXenJLWMsaEPob3esjImolUMkJtTwSz12Hdrmm69YErF4jIUzcW5MFpKxCHGmjIXYKWVhg2ylIeJPvU7E/Im0oUkPY1rqMuhSFBP79+/nXWZ6RiqBUkGXPn+gEKoiiLBsbSZioihZOdKGBo2FwZxEFJgGQyalKd02xlZMWI4D09CCdeLbharr+Ov5yyp2VDHxTGc/dnWNRF4XcabMjYlgIsTEzxhjN0/6niRIkCDBdMIqAL/6Z+CL7cATXwJWvwkPnf854ObP4T+2+E/l7t12hL/d8zxsPzyEixfVQ9MYFjdlcbC/iF1dw6jNGFwJAfhha0++2gcAOE8hJt65rhUb2xfiHeuWTsFBJkhwRiK5D5kB+OYTnfi3h/fgu5vlm+D/z955x9dRnXn/e26/6tWSJTdcsMEYGzCxIRA7hBgDCU5I3dTNbl7ykrqbsrtpm2wquymb3jfZJO+mQxA9hGbKYlNtMMYGY8vdktWlq9vnvH/MnGn3ypZtlSv5fD8ff0Azd+bOPDr36Nxnfs/vcUuUlau+IpU1yx6aqmJ0Dri6a9gL/wDhQJGuHEFHMdE9lMEwpCOvtvad2VRBMpvnYF/SllerLyBuj4l0zrBd/hXu1p0xVzLiWF05KqJBEpk8qaxRUOahPCaKlXJoNKcT7sSEKptSqMSC//Pjbhca9ZV51MTDDKZynpIMcD7DXUNp0lmnvKrGKuXYeqDPVjcoBYYy2x1K5+w5Q/ldxMJBO2HgVlNEQ0GPkiFvSALCUUm51V4525w36JnT3OcESGWKJy2KKSbe9KNHueJbDxZsn66MZgb9CPApIUQGUH9xpJSyNIqeNRqN5lTIZeCpX8LG/4BEJyy+Ci77DDQtZbitDYAXjpiJiYO9zhO/5w8P0juc5YK5Zmun2bVl7OsZpnMgzZLmyoKMP5iGS2c2eRMT689pZv05zeN5hxrNVEevQ0qAg32mJ4Nf4u42dRtKe9UUzkJdeJQW7oV/JOgv5XC+ZDRWRskZkr5k1jaRVB4T9dYT077hLFnfF5Byl2IilS30hHCXXLhLNtz3VlCuYSkmkkVKOZTHRLFSDs3U4r6PreFQX+r4L9QUpczVzcavElKfT//nJ+xJTHg/q5GQWRaRyRvUuPY1WF4WSjGhjquySix+9eherjzHLLNVCQ2VEEll83ai092xQ5VYuNuFRgsUE5JQMOA6l6sTR94gFBTEI0HPnKaOU4xUylFMMXG6cdwZVEpZ+vriUbJu3brJvoSSQcfCi46Hw2kTC8OAbTeaxpa97TDnYr5e91m6Iiu4oWkp4MRC1SLv7krYnTfueb4DIeCVS2YAMKeujKf29YKEDed5a4mbLWfw2XXxKb1wPW3GxijQsZg4ptM6RDEVx0+31bbT/0RTqR9CAcFQ2ruwzhmSUMB8Gjns67wB5heS6vK4NzGR93pMgPlUVLngh31y8OGM8/Qz5CrlSHgUEz6zyqhzD24jPm8pR2G70JwhGUhmC75YVVt17WPRyWEqjo3xYjJiMb+xgvmNpdeiezqMC/9nV+F05cjahuHufYOpHNmctBMb69atI2N9he1JZKzEhHlO90OhIwPmwyRV/qU+t8ls3i7/UkmLWChgJxnSObdiwluWkcsbhALCToS4yzKyeUkkGKAsEiwo1zhWKcexFBOjYTqMDcWonF2EENcIIb5u/XvNeF/UeNHf3z/Zl1Ay6Fh40fFwmPaxkBJe+Av8+FK46b0QrYS3/4kj197E916s53eP72f7oQHAjMVwJkfHQJqXL6wHYMuBPgCeOdDHwsYKW044p66MwVSOwXSOZa3e1k211qJ1QQkudk6EaT82TgAdi4lluqxDFFNx/HRbHTBG8pioKYsw5CvlyOUN8+liJEg6Z2BYyoas60tB5DilHABdg2myOW/nDfUlY9j1JUOVclTEzA4ahiFNYzxfMkUlHSLBgOep7jE9JqyfexKZgsTEGVbter+vK8nJMBXHxnihY+EwlWLxi7+9kNs+dEnBdr9yQaG+5GfzsiDxGXUpJpSPRH9/v+3zks4ZZHzJR7Ve60lkPe/rJBMMl2LCUXE4pRzO/BQNBb2JCSvZGggIIqGAR/2QU4oJXyLWPKdzDn+ZR8Z6P7+SYrRMpbFxPI6bmBBC3IApo9xu/fuItW3KsXnz5sm+hJJBx8KLjofDtI7F3kfhF1fCb95sekq84b/gugdh0au5fdsR+2WPt/cAZixe6DDLOF57bgtCwJZ9ZmJiV+cQi5qcRMPsujL7/5e11njedlatue+dq+eOz31NENN6bJwgOhYTx3Rahyim4vhRCQl/uYZa4NeVhwv2ZQ1pL9TBKdlwl3Lk08kRu3I0Vlpy7aG0S2VhfpFQiYNUJm935VBPZCsiIdI5w3bZ9ysm1LH+7W4Zub8rh/KRyBmywPxSPWHvGDj1EoCpODbGCx0Lh6kUi1cumcE5vgc04CT+/F053CVUhaUcQTJ5M/mgPvubN2+2kw2qLMN93Fdffy4APYm0531NL4kA6WzeLp9Qx0Vcigl3KUcsHPAoHHKG0x0kFgqQyniNMW2PiREMLgFSPmNMu5TjGIoJKeWI+6bS2Dgeo9EUXwWskFIaAEKIXwJPA/8ynhem0Wg0Y8aRbXDfF+GFu5DlTfSuvYG6S98LwbD9ktufOcRZM6voGEjx3CEn+/z7x/cTDQW4Ymkz37t/F+3dCVLZPPt6hrlmuVOyMceVmHAnLACuPb+V8+bUsKhp2inSNZqJQK9DSgClSkj4kw/W9tqyCPt7hn3HGIQDAftLfjKbpzwasss/wkFhekz4FRO+Uo6jg2lPCz9wl3K4FBMBRzEBTvnJSIoJ/5Nb9xck/z53GV6BYsJqQ6jM9jQaTSF2KYff/HIEA1r1czqbJ2vIgu46kaBZ5mG+ztsSGJzPf8TnHZN0JSYirjIP5fGQ8ZRy+BQTeWmrLOKRoM9jwvTUiYeDnoSFOk4xYinHMRQTQ+kclbHwiPunC6Nt0ut+/FeYAtNoNJpSpGcP3HQd/OgS2Pco8lWf45rg9zj/rjl0Djt/AA72JXlqXx+vOXcmS1uq2H7YLOUwJPzluSOsP6eZ2vIILdVxDvYl2ds9jCFhwQwnATG/sZyFMyq44dplBeZwoWBAJyU0mlNDr0MmGbV49vtIqEV8bVnEo5gwDIkh8SomrMW6rX4IBQgHpK/lnpOYqI6HCQcFXUMZj8oCHEXDcDbvagvoeEwAdFtPTAs8Jqxj/XO1m2LtQhX+REdDRYSPrzuTH7/zghHPp9Gc7oRdX+jdeBMThfsyecNWI/j3OYkJZ5/6/HdZiQmPqW3ILNlQSQj1fm5lRNalzoqGAuQNafvYZPPS9rJxG2aClYgNCsqKml8aduJ0pMSEXzGRdyU6+4ZPvUxsKjCaxMRXgaeFEP9tPaV4EvjK+F7W+LB8+fLJvoSSQcfCi46Hw7SIxWAH3P5x+N6FsP0WuOQf4CNb2XvW+3i205zc//D4fvvldz9nlnFcvWwm8+rL2d9jGibFZi6iJ5HhMsvgsqUmxqG+JLs6zfIOt2dELBzkno+u4a0vm75tP6fF2BgjdCwmlGmzDlFMxfGjkgmFigkrMVFuJiaU5NhdXuFWTJjHODXcjXU1dj22YUjbQA7Mp6INFVG6hhzFhDKys9v1ZXL2+dQXH/XF5OjgCIoJa7+/JAPgE1csBgpbf5a7vkzFI97jhBB88LJFBV2XToapODbGCx0Lh+kQi/AIHhNuRUOx8qp01vB4z6hYmImJbMFxIcuAUiUmw74SrWTWsFUQbsWEUj9kXKUcUZeXBZilHLYvRcjbFtQu5YgU95hQBr7+xMRIXTkyLqVG73CGkZgOY0Mxmq4cvxVCPABcCAjgn6WUR459VGkyb968yb6EkkHHwouOh8OUjkWqHx75Dmz6AeTScMG74RX/BFVmy6j2fZ32S7fsd8o1tu7vY2Z1jHkN5bTWxulPZhlK59gxEEIIeMWiRgBaauJ0PHuYFzoGEWLqm1meKFN6bIwxOhYTx3Rahyim4vhR5pMjJSbqysMY0kw+lEVCtnQ5GBCesgv3MeFggIaaSnb3mr4+7i8ECpWYSLvKP8D5cjOcyRO0nPjtrhyx0SkminVJev/aBXzglQsLtpcfo5RjLJmKY2O80LFwmA6x8KudnO2OAa2/XCESCpDOG0gp7QSDioW7lCPiU1NUxkL0JApLOaKhgKddqFJaxEJOKYea68KBgK2oSOcMyqOO+SWYXhluv4hMXlIWMUs5lNmvMtfN5iWVsTC9w9mC7hsjdeVwJyb8iQ4302FsKEZUTAghllj/PR+YCRwA9gMt1rYpR1tb22RfQsmgY+FFx8NhSsYimzQTEt9eDg99HRZfCR98HF7zn3ZSAmCfVf/8sjPqeN4q1wB47tAAS1uqADP5AHCoL0nb5hdYMbuG2nLTgG1mTZxsXrJpdzetNfGCP67TnSk5NsYJHYvxZzquQxRTcfxk7FKO4uaXtWXmPDlkfVFQfguqXSg4pRxuqXTHwf32E0T/lwUwyySODqZtmbM6V9Bq2ZfMmPXn6nzgKuUYocWpmrtVAsONu92gm4pjlHKMJVNxbIwXOhYO0yEWqjTBr5hwf+YW+h74RENBMjnDo6RSsYiEAgymlWLCe86qWNjxmAg551fdN9R8YrcLDQdciom83XlDqarUHJXL+8wvs4WlHOr+3GUebsVEgTHmCIoJ988Zn2Gmm+kwNhTHUkx8FLgO+EaRfRK4bFyuSKPRaEZLPgdb/gceuAEGD8HCy+FV/0qy/hxufOoAb642PE/e9nYPEwsHWHNmI1/7y04GUlnCgQAvHR3iymVmAqO1xuyhfaB3mIPDcNnyWvt4tW/znh7WLm6cwBvVaE5L9DqkhFCGlQl/u1Dr6WKdlcAdTOeYAXZNdjgYcMousuaxbnO5sKtdqN+QDqCxMsr2wwP2FwD3l5oySzIdCAjCQWF/wam0zS9NxYS/ZEMpK8ojo/GAd95L4VdgaDSa42MnJo7xUMdvHu5OUkZ8xpgjeUyAOQe82Gnu85vaKsVEOChsRYO/Xah6L7diAkwTy6DrGHeJhSrlsEvXMnl77svmDTu5WVDK4fKvyBvO+d2mm+ljJCamEyPOyFLK66z/vVJK6el/JISIHe/E1mseBKLW+/xJSvk5a9+HgA8COeB2KeU/Wds/Cfw9kAc+LKX8ywnfkUajmf4YBjzfBvd9Cbp3wayXwRt+CvPMvtlf/POz/GbzPqKhAG9aOds+7Ol9vSycUcHcerODxuG+FMOZHIakQDHxeHsvWUOw0GVwObM6bv+/P6uv0WjGllNdh2hOji/fvp21i2fw8oUNnu1pa/E8nC6snQ4GhK0sUyZttmLCY35ZpIY7YBpYSimdxITri0R9RZTuoYz99DHmSUyEbImzW9Ggyi66EsUVEyq5UqyUYyTcpRw1ljpEo9GMnnVLm+gYTHH+nNqCfXPry9jbPcyZvsSEey7wl2tEggG7XMOfmHB/Xt0JjVg4QNdQzuNZYW53EhNma1KVmFAeE5ZiwpC2yW48HORw1q2KcLpygFcZkclLquMhT1tS73GCbF6SzjnJDHcy4liKienEaGbk/wX8ksli2/ykgcuklENCiDDwsBDiTiAObADOlVKmhRAzAIQQZwNvBZYCLcA9QogzpZQjF9WcIE1NTWN1qimPjoUXHQ+Hko6FlLD7frjn3+DwFmg8C976W7N0w3pSJqXkr9s7APjLcx12YmJPV4Kn9vXxqauWMKPS/E7TMZCyyztUYmJGZYxgQPDQi0cBPIkJlbTwbz9dKOmxMcHoWEwoJ7sOKVlKdfxIKfnpQ3v46UN7aL/has92VX5RzNQtHBTUxM3a8D7rCaJdrhEIuDwmzIRA1qWYqKuuQB4cJp0ziiomKmMhcoak30p4uNUPppFdDkNKT1mGU8pRXDGhTCpfddbofw/uLz715eOXmCjVsTEZ6Fg4TIdYvPfS+bz30vlF993ywUt4+MUuFs7wGsi61UmqVEvFwmN+6Us+uj+v4SIJiHQu7yn/iIYDtl9ExlWuYZtfZh3zy7CtmPAmGbJ50xjTrZhQ5PIGkaAoKP/IG6ZKoro8Qk8iQyproPKeGY9iYuSvw9NhbChGTEwIIZqBViAuhDgP03AKoAooO96JpWnLPGT9GLb+SeB64AYpZdp6nXKj2wD8ztq+RwixC3gZ8OiJ3tRIrF69eqxONeXRsfCi4+FQsrE48CTc+3nY8yBUz4HX/YhdzVfRWldB3FWfeGQgxdFBczH61L5epJQIIXh4VxcAVyxttl/bOZhm28F+quNhWq2kQzAgaK6Kse2g6UGxyJWAqHItfM+2EhmnEyU7NiYBHYvx51TXIaVMqY6fkeTCOUNiNdsorI+2FvHKY8JWTOQdxYR6eqn8KeyuHKEAZy6YB9u3ewzp3IkJVW7RnSjssKFKOTI5SUU0XHjMCB4TK2bX8PRnX22rPEaDuw6+sTI66uNOlFIdG5OBjoXDdI9FdTzM1efOLNjuVjUoJYGKRSQUsOcSf3mVew6J+Eo5ktl8gWJCeVkYhiSbM5MI4Ci0HONe6XTlcKkszH3mOYspJsx2oWaZh/8YcMw63ftG6zExncbGsYrkrgC+DswCvolZ4/kNzJrPT43m5EKIoBBiC9AJ/FVKuRk4E7hUCLFZCLFRCHGh9fJWTFMrxQFr25ixadOmsTzdlEbHwouOh0PJxeLoTvjd2+Fnl0HHdrjyP+BDT9C/+I1c/q2H+eBvnvK8fKvVbeOa5S30JDIctZ6Ybd7dTXNVjDl1ZR7FxJb9fayYXeNZdKokRVN5wLNwdb9mWWv1+NxvCVNyY2MS0bGYEE55HVKqlOr48XfcUKjFczAgPE8B1b6IKzGhaq5zhnOM8nxQ9eAZt/nlgb0APLyrq2gph0pq2IkJ11POimiIRDrHUDpLpUu6HQgIyiNBe/4v1hb0RJISfurGUTFRqmNjMtCxcDhdY+FOOJRFzc++ioVbFeEv5fCUgLhfpzwmckZBiQeYydls3tnXWGEmITsHzWpCj/mlleRQqKRFPFyomMjmza4i/mRGxpWYUO9v7/N0/Bg5MTGdxsaxPCZ+CfxSCPEGKeWNJ3NyqwxjhRCiBvizEOIc6z1rgdWYrb/+IISYj/MkxHMK/wYhxHWYZli0tLR4nEjXrFkDwMaNG+1tixcvZsmSJdx1112k02na2tqorq5m7dq1bNmyhb1799qvXbduHf39/WzevNnetnz5cubNm+d5n6amJlavXs2mTZvo6Oiwt2/YsIH29na2bt1qb1u1ahXV1dXcfffd9ra5c+eyYsUKHnjgAfr7zS9R0WiU9evXs2PHDnbu3HlC9wSc8D11dHRMu3s6ld8TQDKZnFb3dCq/p7a2tgm9p5e9bBUPPPIogz1HnXtacz6Dt32a8l23kCZK+8xrqbvy01Q1tnL37XfxdJcAgty7o5Ns3uCRhx6kv7+fW/cGCIgA157fyi1bD/GLm+5mcbXkweeDXLyokf7+fjZu3Eg8GGTjU8+z82iAK8+Z6bknUuYfolnxnOda161bx/97x9ns2PYMt9xyy6T/nmBix15HR8e0u6dT+T1t2bKlpO9pqjMW65BSxT3eSomRWtKpBXJ1PExPIkMub9h11tmcWVddGQsREIUeE+FgwDLADDKQNPe5yzzmhvqpLy/jt4/t46OvXgz4FRPmIl+VZbi/gJRHQ+zvGSYUFHbCWVERC9ExYB4z1omEcPBYz/VOjVIdG5OBjoXD6RqLSNBJRCollIqFvw2oG7dKyv15LbdUVumc4TlGKbEcY0xzX1O18yAL8JhTqiSDUuYq88tYpLhiIhwUxEK+ZIY1t1Zaii+vYsJVypEdOTExncbGcT0mpJQ3CiGuxvR+iLm2f2G0byKl7LN6kK/HVELcZJV6PCaEMIAGa/ts12GzgENFzvUT4CcAK1eulBs2bCh4v2Lb1q9fT1tbm2ffihUrWLFihed18Xi86PHFthWTzsybN69oP9lix69du7Zg25IlS1iyZMmojl+/fn3BttHe09atW6fdPY10ztHcU1tb24jnnKr3dKzjj3VP/s/JRNzTDXfu4Ecbe9n2b1dTkeuDh74J330vFQh+lruSH+Su4YevXsdZc+rt4x+98RmUyOpAb9K+p9//dBNLW3IsbTEVDU0Ll7F88QwGNj3ApYubqampYcOGDfxg94PsTqSRZFjaUsXlZzv31Pe/7Tx2y3NcPMMouNZLzjmDS84547j3BNPv89TW1jbt7glO7vfU1tZmv+dUuaepylisQzSjw98KVKGe1qnERDKbp1IlJvIG4ZDpbl9TFqEvaSkm8k67UDDb9w2knMSEasdXFoJV8+vYcWSwqMdEmav1ZyQUsF30ASqjIRKZHEEhmN/gXdJWREN0kCYaCpyQyaVGoykd/IlIN+55wl3K5d/neV3MNMxNZvPeBKilxhjOmqVhKjFRGQ1RFglypN9Mcmbz0u7qs2hGBdm8ZOuBflbMrrHVY2VFPCbUvlgk6PGlGAvFxHTiuClfIcSPgLcAH8JUNbwJmDuK4xotpQRCiDhwObADuBmrxZcQ4kwgAnQBtwBvFUJEhRBnAIuAx07injQazRTjRxtfopwkPbd/Eb69Ajb/EM59M7etuZUv595BL1VsO9jvOWbL/j5bLneg1zSwHExl7dKMhooI7sT1UwAAIABJREFUkVCAQ/0ptu7vA+CCuY4T9JnNlXRZ9cfzGrzl6u+6aC57vnoVC0+/ag2NpuQ42XWI5sQZzoyQmLAWyFWWwaV7we1+ulgTD9M77FNFWPuq4iEGko7HhPsp5szqOIf7UvbiO+r5wmHO8z2JDDHfU9GKWIihVI6hdM5jfmkeZ/7cUBH1lOGdCivn1nL2zNPPX0ijmSw8SUpfm1H3vpqykRMTyjQTnHmhN5EpmtgYTGU9pRxCmL5jSjGRMwz7fJef1UQwILj3eVOxUFDKUaTMw29+qdotq/lrZMXEmPWCKGlGk0K+WEp5rhDiGSnlvwkhvgHcNIrjZmJKMIOYCZA/SClvE0JEgJ8LIbYBGeDdlnriOSHEH4DtmG1EPzCWHTmg+FOl0xUdCy86Hg4THYu+gUHeE7yTD4TaaHhmAM66Bi77DDQuZtOfnzUd2fOSg31J+5ihdI6dHYO88fxZ/PHJAxzoNffd+OQBhjN53rxyNkIIWmviHOxLEgoIQgHB/AbHyHJJcyW3Wkr9WbXexIRaxOpx4UXHw0HHYkI52XVIyVKq42coXXzZpQzmqq3EhLvkw20iVxkP2z4S7nah4FVMmO34nHn26EO7SWbztnGxW75d5jK/jPu+mFREQwylcwghPB4T4Cz0GyrGrozjT9dfPGbnGolSHRuTgY6Fw+kai2KKCRWLiO31EPB4z/iPCwfcCQjzHD3DGdtPDBzFwlCqsJVoU1WMIyoxkXfahVaXhakrj9A1lMawumuM1C7ULvMIB+3ORQBZy4unKlaslMP1/8dQTEynsTGaIjnVO3xYCNECZIFCHbMPKeUzUsrzpJTnSinPUZJLKWVGSvkOa9v5Usr7XMd8WUq5QEq5WEp558nc0LFob28f61NOWXQsvOh4OExYLIw8bPkN8R+/jM+Ff81OYzb/MfsH8JZfQ6NZZ/zswX6WtVYzqzbOIVdi4pkDfUgJ689pJhQQ7Ldafj5zsJ/mqhjLZplSh5aaGIf6krzYOcS8hnJPdnypq6uG/w+aQo8LLzoeDjoWE8pJrUNKmVIdP8PHMb9ULUGLLbjBlD0PpbyKCSV7rop7SznUfNze3s7MavMLwr7uBFC8K0d/MlswV5dHQ2TzkkzOKCjXcCsmphKlOjYmAx0Lh9M1Fu6WnspvRsVCzRM18cLko9oXtErG7HOoxMRQhojLh8Jt0KvK0xTN1TGO9Jt/hrKGYZengTnnDaZydoLB4zFRpJQjHg4WtBgFZ74asZTjGF05ptPYGE1i4larJONrwFNAO/Db8byo8cJvdng6o2PhRcfDYTxj0TmQAinh+dvghxfDzdczFKzh7ZlP8rnar/JIap792nQuz/OHB1g2q5rW2rhHMbHFKs04f04tLTVxWzHR3pXwlGW0VMc52JtkV+eQp+0nwCsWNXL1spm8fdWcEa9XjwsvOh4OOhYTyrRZhyhKdfyM6DHhMr8Er2LCLMswF+pKwQCOx0TYVky4SzmcZMbWrVttVcNha/FfrPYbvK1CwfkyARSUcpRP0cREqY6NyUDHwuF0jUW9y7hW+c2oWNiJCV8ZBzjml1J6+yioeSKRyXtUEXZiIp2zkwiK5mqzlMMwJOms4UmQlludgbKu+U4pJlLFSjnCAVIuJYSaJ4uVcmQN59pHauXsjsd04JilHEKIAHCvlLIPuFEIcRsQk1L2H+s4jUaj8bN1fx9f/eFP+UHTLdT1PgP1i+DNv+KbO87g2YHDXDmnlnt3dNqvf+HIENm85NzWGgZTOZ45YE47Ukrufb6T+Y3l1JZHmFUbtz0m2ruHuWJpk32OufVldA6mYTDNa5e3eK4nEBB8/+3nT8CdazSak0WvQyaWEbty5L2JiZE8JiotzwfwtgsFv2LC6zGhSjT6ra4dkREM7/xtP90qCb9iQrU+XTCjfKTb1Wg0Jc6MKiexGA8X95golphQ+/ztHd3zhLsVaWXM8ZhI5wzP/NRcFSNnSLoTGZKZvOc6VDI25/LUMf8Jez51l3nEwsGC+dN9Xe4ERN7aFw8Hj6mYmE4cUzEhpTQwe4arn9N6MaDRaE6YQ1uouemt/C7yJRg4DNd8F96/Cc7ewAudQyxurmRWbZyuobSdLX68vQeAc2dV01oTpyeRYTiTY8v+Pp7c28t7Lp4HYCUmkvQmMvQkMpzR4CxC5zc6Kgm/YkKj0ZQ+eh0ysbgVE+4njX7FhL+UQ30JqIiFHI+JvNMuFMwa6sFUDimllcxw5NBqoW8nJnxtAJVyOlqklENR6VNM7OocAuDiBQ2juHONRlOKuNt+BgNeE9to8PilHD7BhDcxUUQxMWSXcng9JsBsGZrM5olHvInToXTeTjCEbN8Lpy2op8zDajGqsNuFqq4crn3Kp6csEiyqmPjTkwfoSWQKtk9lRlPKcbcQ4g1irCyNJ5FVq1ZN9iWUDDoWXnQ8HMY0Ft0vwR/fAz9ZQ33/Nr6UfTt/E/s+nP8uCIaQUrLjyCBnNlXSWmvWGKuSjTuePcyS5kpm15XZBkWH+pwOG1csbQZgdq2pith6wNy+pNnxjpjf6CQpFjWdeGJCjwsvOh4OOhYTyrRZhyhKdfy4u3K4F8LZvL+UI+fZF3F7TGRyGIYsNL+Mh8gbkuFMnqzrieSqVatsaXQxxYQQwn6a6feYqPQoJrxPTb/0umW85tyZU66LRqmOjclAx8JBx8JBxUIZlxdrpanML0O+ZIY7MRFzmenGw0GCAWF5TEhP0qK52kxMHOgdJmdIj2KiMhZiKJ11Sjms94u7EhDuMo9YOEjKNbeqeVJdl9t/wk5MRINkcl41W8dAio//cSvX/eqJaTU2RtOV46NAOZATQqQwW3VJKeXUmumB6mrd+0+hY+FFx8PhVGKRzOT517ZtXDFHcnnnf8NTv4JQjNRFH+PSB8+mNx+H7hyJdI7yaIhD/SkGUzkWN1fayYeDvUkaKqI8ua+Xj7xqEYAnabH98AANFREaK01536w6c999VhnIkuZK+3rm1bvUEw0nnpjQ48KLjoeDjsWEMm3WIYpSHT/uRXEyk7cTAcdqF5rNOWUZFbEQUsJwNl9ofmklFwZSWU/5R3V1NYm8+f8DVmIi6msL2lwVoz+ZLei8oRIW6r3dXLSgnosW1J9YAEqAUh0bk4GOhYOOhYOKxRsvmEXHQIqLFxaqoqIuFZcbd2Ki1lUCIoSgIhpiMJW1ugY5c5Bab+7vMR+ceT0mgiTSeXuOVOUh8YhTsqFUEaZiIkAmZ5A3JMGAKFLK4cyteSsxUR4JFZRyqJ+fOdg/rcbGcRUTUspKKWVAShmRUlZZP0/JxcDdd9892ZdQMuhYeNHxcDiVWPzp4WdYsPVrXHLH5cin/x9c+F74yBbuaPw7evNx3r92AQA7OwYBeHJvLwDnza5lVp2Z+T7Yl+Spvb1ICavOMBeV7qTF9sMDnDWzym7pqTLm92zvoK7cSViA+cfj/o+v5ZnPr/M8gRstelx40fFw0LGYOKbTOkRRquPHXaKR8KkiYCTzS0f2rFQLQ6lcofmldexA0mzHp/wi7r777mOWcoBTZz6n3tvaubbclZiIjuZZW+lTqmNjMtCxcDidY3Hj9Rfzo3dcYP+sYhEICD70qkVcMLe24BiVmFBdfRTu8i9/CUiF6rDh68pRZSU3OgdNc1532+KKaJihVM5OKCiD3ng4aM+T7lIONdep16t5siwSIiAo2rEjXqSUQ6kxMjljWo2N467UhRD3jmabRqM5jckk4KFv8MaHX8N1wdu43VjFM6+/F676D6iYwR3PHqGlOsZbLpwNwM4jZmJi8+5uKqIhzppZSVNllGBAcKB3mKf29RIMCFbMrgFghrVvb0+CF44Mcbar1ecsS01xqD/FkuZK/GrvMxrK7Sd1Go1m6qHXIWPLQCrLP/5+C11D6YJ97tpnd/IhfQyPCbdfRIXdci9rm1+GgoWKiXTO8NSOqyeQiUyekK+9Hzh14vN8iYn6cicR7feY0Gg004ML5tay/pzmEzrG9r3xJSzdD6mqfaaZ5VHTFyKTN4gE3W1KQwgBHQPmnOk1vwySyRu2t45HMeEr5YhYHhPgJCBU8iEcEkRDwQLFhBDFzS/dCYzpxIizuBAiBpQBDUKIWkzpJEAV0DLScRqNZvqz/dAARwaSXLawFp76JTz4NRjq4LnoKn4Yexv39jTymb5KlmNOuo/s6uJNK2cxu7aMSDBAe3eCZCbP7c8e5tJFDfbCtbkqxsHeJIOpHAsay+2sdCgYoLkqxoMvdJHJG56a4abKGKGAIGdIj7+ERqOZ2uh1yPhw/45O/vz0QbJ5g++9zduZyJ2YUAttcBbWFVHzqV7Sp5iIuLpyAAyknPZ5oYDjMQFmuUYqm6cm7nwpCAYEkZApcS6mblOL9ZnVcc9275NLnZjQaDQmKrHgbjfsxz0HgZkASGbNsgy3YiIQEFRGQ45iIlw473Rbid6oSzFhe0zkVJJWELM0AU7Swlvm4feYCAcCREKBglbOKZ/nxHThWLP4+4B/wPzj/yTOgmAA+P44X9e4MHfu3Mm+hJJBx8KLjofDaGJx7Q8eYp3xCJc23EZ4YC/MuRje/Gv+768GedWiGczMH7Xbe2472E8ym2f1/HoCAUFrbZwDPUkea++hbzjLW182xz7vrNo4B/uSHOpLFUjzWmviPGZ16jin1amnC1hJCfD6S4wFelx40fFw0LGYEKbdOkQxmeOnpsyULz9lldK5cSccEq6FsHpaFwkFKIuEfKUcjsdEY4WpYOgcSNn10XZiwq+YsJ4sqljErMSEvyUgwIYVrTze3ntME+OyyMhfQKYSem5x0LFw0LFwGE0s1Bf+imMoZtVcqFCtPN3JVkVlLEynpZhwm2aWWaUivcNZ6xyWYiIcdLVHdpIPqrNIgTFmIEA05O3YkcsbBAOCaChAOlu8lANgzpw5TBdGLOWQUn5bSnkG8HEp5Xwp5RnWv+VSyu9N4DWOGStWrJjsSygZdCy86Hg4HDMWUnL48TZuCnyS70S+T28+Am//E7znDg5ULqNrKM2CGeWc2VTJnq4E4PhIrJxnJhpm1cbZ3zvMi5bPxLmuJENrbZzthwY42JfkLJ+TujLAnFUbZ36Dty/9mjMbAadTx1ihx4UXHQ8HHYvxZzquQxQTMX6GMznu39lZsF09vTvUnyrYl8oaturBnZhQC+tIKOCRKKvzqcTEXKvUor172E5mKP8Jt8dEOpe3a7FVLJT6oazIE863r5rD9i9cUaCYcDNdmrboucVBx8JBx8JhNLFQCgO/YS44vje1vlKOeCRIIpPDkIU+N1XxMJ2DhaUcSuE1pEo5rHkt5ja/dLVOdko5fIqJkDAVE76OHaGAIBIKFnQecSsrli5bfqxQTClGY375XSHExUKItwkh3qX+TcTFjTUPPPDAZF9CyaBj4UXHw2HEWOzbBL+4ipm3v4tyknw480E+1/RDWPRqEIKfPbQHIeCqZTNptZQPAM8c6KelOsaMSrPd0uy6Mvb3DPNixxANFRFqy52M9ayaOAlrIl8y06t+UHK59UubCxagP3j7+Tz7+XUF9YKnih4XXnQ8HHQsJo7ptA5RTMT4+dgftvKeXzzO/p5hz/ZskdZ6imQ2T4OlehgqopgIB4Upd3a3FXUZxVXGwjRURGjvSjCYyiIEVFhPFO0yj2SWdNZRTKhYqMW+36wOzKRDWZHt0xE9tzjoWDjoWDiMJhYXL6inqSrK+1+5oGCfSjpUFynlUAa84ZBfMRGy50R3YkIlZQdT3o5CZWF3YsKZP/2JiZyre1FZJOSZW/OGJBQURIIB0llv6YZbMXHfAxs9+3J5g637+wrueypw3FleCPFrYAGwBVBRkMCvxvG6xoX+/v7JvoSSQcfCi46HQ0EsOp6De78IL9wJFU3cNfcTfGzXci5aPJOXOocA2Nud4L//t52/edkcZtWW0VoTpyeRYTiTY9vBfk/pxezaMnqHszy9v5eFM7yyXNVhA+Asn1/EWy6cTSZn8NF1ZxZcc/k41RbrceFFx8NBx2LimE7rEMVEjJ8t1sLU/6TN/bOU0pPoTWXzNFRE2NOV8JZy5N2lHI7bvJSyQPY8t76c9u4E8UjQ9KSwpMuqhnoonSOVzdtPFlUs1IL9REsyNqxoYdvB6fN51HOLg46Fg46Fw2hiUV8RZfOnLi+679NXn82n/vxsQSlHPBxkIGnOe2G/YsJlruv2tlHqiwGfYsJrfun2kfCaX2Zcxpiq9agim5cEAwGi4UARxYTzup6+Ac++nz+yh6/csYPfX7eaVfOnVsvk0azmVwJnS6k8kTUazemA7NlD/r6vENr2R4hWwas+B6vex89//gzzmnKc3VLFvTs6SGXzbD9kTopvs/wiVKeMFzqG2N2V4PXntdrnnV3n7HvXRd46QVWuAdBUFfXsO6e1mn9/47ljf6MajabU0euQk0A93XP7RoAjKwZzcexeZKeyec6wSuWKKiYC3lKOvCGR0ruIry+PsLd7mIFUtqAjkjKXc3tM2PtUKccJKiO+/dbzTuj1Go3m9OZtq+bwtlWFvgyxiOML4Tfhdc9lRUs5rPnS7THh78qhkrNQqJgIh0xVWN9wxj533jA7HkWCgcJ2oa6f876/jN1D5jk27e6ZlomJbUAzcHicr2XciUajx3/RaYKOhRcdD4dKkYQ7PoF8/OfkDMHQBe+n5vKPQ1kdzx3q57H2Hj5xxWJmVseQEg70JtllKScWzDAXtK01ZoLh7ueOAHDOLK9iQrHIp5g4f04tb1k5m4sW1JdEvbAeF150PBx0LCaUabMOUUzE+FEL5WFfYsLddq4/mfUkJpLZPFWxMJFggKG0t/NGOGi28YyHi9dOK8oiQYazOQaSuYIWnmWREIl03tMuVMUifpKKiemGnlscdCwcdCwcxisW8XDQbk0cCXrXoO65LOZOTBSUcgTt16SyBoYhXR49wp7n/GqKUMBUTBzsc5lfGtI0vwwXJibcpR2BsFf54TwcHBz1vZcKo0lMNADbhRCPAXbTaynlNeN2VePE+vXrJ/sSSgYdCy86HkCqHx75Dpc9+0PIpbg3dgWf6b2Ka4IX8OmyOgA27za7Yrzpglns7zXrlvf1JNh1dIjWmrj9pKvFSkzcpRITLa7ERJ2TmFg4w+sjEY8ES0oVoceFFx0PBx2LCWXarEMUEzF+1AI7kfG2mXN7TPQnszRXx+yfU1mDWFhJir3mlyr5UBYJ0mc50LtLPBTxSIhkJs9gKmsbXipi4YD9RFLVYqtY2B4Tp3nbTz23OOhYOOhYOIxXLIp5Ryjcc5m7BanyolDtlZUSTCV8U7m8J/ngL+VwkrumYmLYNe/m8qb5ZTRodixyl965SzkuvuQVnmtVHZGU19tU4rjml8DngdcBXwG+4fo35dixY8dkX0LJoGPh5bSORzYJj3wHvr0cHvo6AzMvRn7gMf4583d0UMcTrpZyO48MUlceobEyypw6Ux2xr3uYbQf7OctlVtlUFSMUEOw+mqC5KkZjpZPddrsgn9Pq9ZEoNU7rcVEEHQ8HHYsJ5fNMk3WIYiLHz3DaX8rhTUy4SWbzxCJByqOhgnahKvkQj4QKHOXdTxeVB8VAKldYyhEJ2lJllZhQsVDmxae7YkLPLQ46Fg46Fg7jFQuvd0Sh+aX9uqKKiZznZzWPme1HHWWZSlyouTebNwgFBEIIyiNB2wAelPllwJ573T4T7q4cO198yXOt6v1UgmIqMZquHBuBdiBs/f/jwFPjfF3jws6dOyf7EkoGHQsvp2U88jl48pekvrkc/vpZaL0A3vcg99e/k67obHoS5uLxpc4hVGn3jo5BFjdVIoSgoSJCWSTI9sMD7O5KcO6sGvvUwYCwn8K5jS/BdFf/4/+9iIf/+ZVUHqO/dClwWo6LY6Dj4aBjMXFMp3WIYiLHj18xkc4VT0wYhiSTM4iHTdNKj8dEXtoL9Xg4YJeHuE3dFGWWB8VAMusxjAMoC4fotdQW6smhikVzVcw6/+mdmNBzi4OOhYOOhcN4xSIa8s5jbtxJVnepsZr7htI5IqGAbfYbc5VsuEs5quNhKmMh/uuh3XaZh61Gi4YYzniVaqGAsMtD3GV4bsXES3v2eK5VJTCmZWJCCPF/gD8BP7Y2tQI3j+dFaTSacURKeO5m+MEquPXDbE9U8uN534F33AgzzV7IL3aadWmvWjKDgVSOrqEMhiF5sWOQxc2mMkIIwZy6Mu589ghSwrJZ3gSEmtSX+RITABfOq/N04NBoNJqR0OuQE8dwLUjd0mDwKibcRmupnLnQjYUtxUTGp5iwnwQ6i+dsrtBjIh4x67SPDqYLSzmKKCYUqk2pug6NRqOZSNyKibgvMTHSg7SI1Sp5MJX1zGlxV1tQdylHNBTk3RfN41B/inTOIJs3W4IClEeCZPPSTkDkLY8JWzHhTkzk3F4U3mvKWYoJYwr6RY+mlOMDwMuBAQAp5YvAjPG8KI1GM068dD/8ZC388d0QCPPb+Tdwbebf+PH+Fu/LLDPLK5Y2mz8fHWJ/7zDDmTxLmp2Sjdl1ZQxai95zfQmIq5e1MK++jDdc0IpGo9GcAnodcoK4Jb/D2dGVcihpcCwUoDwaYijlfXKnFsfV8TCD6Ry5vGG/T8hVylFueQ1l8kah+WXY8aeI+pQRKokxmPImUjQajWYicKu1/N2BquLFvW8iQfOYgVTOVja4z5XMGI6yzJpDGypMs0qlpnAnfQE78ZuzSjlUwiOdK17K4e/Kod4v489YTAFGk5hISyntlLoQIoTZP3zKsWbNmsm+hJJBx8LLdI/Hs4/dR+KnV8GvXwfDPfC6H8H1j3BjYjkg6Elk7KdYa9asYeuBfmrKwly80Gwz9NLRIXYcMVUUi12JibmWkWVLdYz6Cq9L8kcuX8QDn3jllFZGTPdxcaLoeDjoWEwo02Ydohjv8eNOPvg9JjI5g2gogBAw4EpMuBfPFdFgQbvQsJV8aKiIICX0DGfsha9nQe560uj2F1L7cpaaQy22VSxUEmPoNE9M6LnFQcfCQcfCYbxi4U1MjE4xEbYUE5mcYbcCBWceHM7kyLgMLgGXAWaenKtMTplqKp+JnGGWchRTTLiTFEuXLfdck5rLU9lC9dn+nmGe2tdbsL1UGI318UYhxKeAuBDi1cD7gVvH97I0Gs2YcHQnuXu+wLKdt9Elqyi/8t9h5XsgZC4W93QlaKqK0jGQ5qWjCS6YG0FKyaMvdXPR/HpaquPEw0Fe6kzQMZAmIODMJicxMc/qd79iTk3Rt9doNJoxQK9DThD3ArawK4ckFg4SCwc9igk7MREIUG619XTvi9hP+8y/H91DGdKWnDgaLl6bPbM67nlvd9Ii5lNMnGf9Hfmbl80Z7W1qNBrNmOEp5fArumIjKSacuc9dyqG6Cw2mcnZrT5XAVe+jFBNKcaaSH/3DWVpr4nZXjmLmlznX/7u3u39OFVFMXPGtBxnO5Nnz1as8XhmlwmgUE/8CHAWeBd4H3AF8ZjwvarzYuHHjZF9CyaBj4WXaxaNvP9z8AfjBauRL9/PN7BtZk/5Pds1/h52U6B/O0p3I8KqzmgBTFQHw41se4mBfkrWLGwkEBPMby3np6BBP7+tlcXOVp5Xbtee38o03Lefrb1peeA3TgGk3Lk4RHQ8HHYsJZdqsQxTjPX4yx1JMWGZr1fGwJzGh6pJDQVHYlcNl0KbUcV1DafupXTQ4UmLCaUUK3sW+WsSrWMyojNF+w9VcfnbTid7utELPLQ46Fg46Fg7jFQu3J85Iign/d/lwyJ2YcI5RiuL27oQ9H6s5T70ulc2TNaSd3JhjHbOvJwGorhyO+WXaVb6RddVvbHlmm+eajqWYUMbFXUOZgn2lwGgSE3Hg51LKN0kp3wj83Nqm0WhKCCklxlAX3PUp+O758OwfYPX7+fTc/+E7+WtJEGf74QH79busRMQrFjUQCQbsxMT/dgiaqqK87jzTG2JBYwW7OofYsr+PFbO9yoiySIg3XDCroBZPo9FoxhC9DhmBdC7PJ/64taBfvTKlhCIeEzmDSFAUJiYM5RcRoDJmml+qjkxu88t6qz7aVExYC263hDns/D3wJybKjvFEUqPRaCaTak9iorjHxILGCs/2yAhJ2dryCPXlEV7sGLITCuq1SjGRyubJ5hzFhFIh7+4yExNZQxIMuNuFug0vndIRn2DCnv9T2bw9h/uv8YWOwZHCMKmMJjFxL94FQBy4Z3wuR6PRnBTpQTb+5OMkv34OcvMP4dw3w4eeQq77Eve057h62UwA2q3JDmDT7m4Azp9bS0tNjIO95sJ235Bg1Rn1doZ2fmM5B/uSDKZyRTtsaDQazTij1yEjcN/znfzxyQN8+fbtnu3uBay/K0fGKsuojofp85RyWHXQAVMxYUhTauw+BpxSjq6hdIFEGbyL87ryiOe93eUbfv8JjUajmUzciQm3XwSYc9yP33kBv3nvKs92f0ciNwtmVLDr6JA5fwZdrUStuTSVNTztQiuiIWZURtlzVCkmDMIBYSc03IqJXF7aRsO5EcwvDelVVgDMtnzfdlsPI0uN0SQmYlJK++qt/5+SbnaLFy+e7EsoGXQsvEzZeOTSsOlHGN9aztrDP+PB/Dk8/OpbYcP3oWY2HQNpehIZVs2vY2Z1zJOY2PjCUZY0VzKjMkZLTZxDfUm6htL0ZQTnulp/nmFlcAEWN3szxdOdKTsuxgkdDwcdiwllQtchQojPCyEOCiG2WP+uGuv3GKvxoxIH7sUxeI3RCj0mrFKOsnBRj4lQMGCX7CkjSrdzfFUsRCQYoGsoUyBRBu/i3F/DXFbEGFN/lrzoeDjoWDjoWDiMVyzciYli/gtXLG1mRpVXBRYMCIJWwsFf/tFSHePoYJp01ig6RyYzZilHyDV/z64rsxVwubzZLlQp0tJ5dymHYZ+nsanZ875ZV7tof/tlpc5wd/UoJUaTmEgIIc5XPwghLgCSx3h9ybJkyZLoQH1EAAAgAElEQVTJvoSSQcfCy5SLh5GHLb+B766Eu/6ZwapFbEh/geuz/8hdHU5SQUm1zmyqZF59OXu6zcTE/p5hHtvTw5XnmEqK1po4B/uSbD9klnqc3VJln8MtW1vkMr48HZhy42Kc0fFw0LGYUCZjHfKfUsoV1r87xvrkYzV+nBaf3gWx+ymZqilWZHLS9pgYKKaYCAoqLHd41ZnD7MphLhmFENRXROgeSttP8NyKidm1Zbx8YT03Xn9xwfU2uRb16nz6s+RFx8NBx8JBx8JhvGLhT/CO/jiVmPCWfyivnnQubyvOwNWVI5e3S+s8x9hdOUyPCZUUdpsa5wxpJ0LqG72+PFlPW1Hv/K8qO/yGmaXCaH4D/wD8UQjxkBDiIeD3wAfH97LGh7vuumuyL6Fk0LHwMlXiIQ2Dw5v/BD98Odx8PZTVwTv/zO3n/YStciGtNXG7rSf4EhMN5bZi4tZnDgHwxpWzAGipidM5mOaZA30AnD3TSUycNbOKt6yczetWtFA1Qruk6cpUGRcThY6Hg47FhDJt1iGKsRo/SjHhlxCrBWx1PFyYmMgbhEMBqmJ+80urK0cwYM/1vcPm/mxeehbW9RURuhOOx0TE9zTwf967mgvm1hZcr/tvi0J/lrzoeDjoWDjoWDiUWiz83hGKimiIoXTObtGsUP46yUyenGF4EiJl4SBJS+WWNyShQMAuK3Er4XJ5g7iVCHlm23Oe93W3i077lBGGlZnIlmhi4riOdVLKx4UQS4DFgAB2SCmzxzmsJEmn05N9CSWDjoWXKRGP9ofpbfsUM3u3MlQxj4o3/RLO3gBC0L7zeSKhAK9c0sjNTx9CSokQgqf29dJaE6euPMIZDWX0DmfpH85y7/OdLGutprXGLNue31iOlNC25RA1EUlNmVMXHAwI/v2N507WXU8qU2JcTCA6Hg46FhPHJK1DPiiEeBfwBPAxKWVB43chxHXAdQAtLS20tbXZ+9asWQN43eMXL17MkiVLuOuuu0in07S1tVFdXc3atWvZsmULe/futV+7bt06+vv72bx5s71t+fLlzJs3z/M+O3pNFVv30SO0te2yt9ef/XIAwjJDV1+GtrY2Vq1aRXV1NYePdGBIwYE93WTzQdK5PI8+/BCP7RsAgjz1xOO86cpXAvDrOx7iQIukbyCIbC6nr6+PjRs3kk8EeLFPcGaVmfR4+MH7CRumy/ux7imSdQyY29raWL58uR0LRVNTE6tXr2bTpk10dHTY2zds2EB7eztbt261t6l7uvvuu+1tc+fOZcWKFTzwwAP09/cDEI1GWb9+PTt27GDnzp0n9Hs63j2N5vd0IvcEkEwmp9U9ncrvqa2tbdrd08n8nvyfk+lwTyf7e1KMxz0p1PuN5p6MfBAQlIWDnnvaf0CQzgXpGUiQSSftc85adDYAjz35NJ1dAeJByaZNm1i9ejWJgR66+szfdf9gkFCghqNHDgPw6GNPINslq1atIpPLkx0eAAKkMjm2bNli39PBw4Mo7UE6l/f8nnr7zWsdTCQ9MR3vz9NoEX63zqIvEuJiYB6uRIaU8lejfpdxYuXKlfKJJ54Y9evb2trYsGHDOF7R1EHHwktJx+PQFrj3C/DSvfSGGrgh+XpenHkNN33wFfZL3v3zxzjcn+SdF83jszdvY9MnX0VTVZQLv3wPr1jUyDffsoK7nzvCdb9+khuvv4i/+clm/vbl8/jUVWcBcLAvyctvuA+As2sM7viX107KrZYaJT0uJgEdD4epEAshxJNSypWTfR1jwVivQ4QQ9wDNRXZ9GtgEdAES+CIwU0r5d8c632StR75w63Z+/sge3nvJGXzmNWfb2+/f0cl7/vtxls+uob0rwdbPrbP3vfGH/0s0HOCKpc38a9tzPPmZy6mviPLAzk7+9hePc+P1F3PB3FrWfO1+zmyq5KfvWsmFX76Hy8+awVevNZPUH/vDVjbt7uadF83lhjt3sP0LV4y6O9MvHtnD3PoyLlvSNKaxmC7oeDjoWDjoWDiMZyzm/cvtALTfcPWoj1n9lXs5MpDiw5ct5KPrHP+L/3p4D1+8bTsXza+nJ5HhL/9ortsHU1mWff5uPn3VWdy85SAzq2P87N0XAvDpPz/LXduO8ORnX81FX72XSxY28Jmrz2b5F+7ms685m7+/5AwArvjPB2mtjXPfjk6unp3n+x+4xn7ft/7kUTbt7gHgtg9dwjku4/pL/v0+DvQm+T+XnsGnr3b+Zow3o12PHPeviBDi18ACYAug9IASmPTExIlSXa07Cih0LLyUZDy6X4L7vgTP3QTxWlj3JV7/wALa85JYR4K8YZriDKVzPLq7m3esmktrjVm/e6g/SU8iQ9dQhtUL6gHHxPLe5zvJ5A2PpLa1Jk5jZZSjg2nm12mndEVJjotJRMfDQcdi4hiPdYiU8vJRvvdPgdtO9n1GYqzGT9+wqVLwG5wpyW9NPMxwprArR0UsRIUyuEznqK+IknN5TAAsmlHJ/p5hwGt+CdBQEbG6cnjb4I2G97z8DM/P+rPkRcfDQcfCQcfCYTxjceP1F5M3jv/Q3o0qj4j7PSas0o7e4YynpbLtMZHNk80bhALelqPKsDhnGWNWxkIEhDPfA2QNwy4JCUW8hpxujyG/x4Qq8/N36ygVRpPeXgmcLUcjrShx1q5dO9mXUDLoWHgppXjIgUPs/MO/svjQnxHBCLziE3Dxh0gFK9h7613MrS9jb/cwe7oSLJxRwQM7O8nkDK5Y2kR1mVkXfKgvyZ6jCYSAVy6eAZhOv0LAnduOALBkptfI8symCo4Opllz/lkTe8MlTCmNi1JAx8NBx2JCmdB1iBBippTysPXj64FtY/0eYzV+VLtPv8O6qh+uLQuTzUsyOafdZyZnJhlUYmIwpRbBVlcOa5FcUxZm+6GsfYy7Drq+IkI6Z9CTSBMKCI+r/ImiP0tedDwcdCwcdCwcxjMWxbxxjodKZPi7cqjuRt2JDHPrnEZS4WCAUECQzObJ5iVhj0dPiFTWwDAkubxBKCAIBITZ3nnY7QkkCQcF4aCgZfYcz/tm8wblkSCJTL7gb4NKWk9l88ttFJc7Tjm2bNky2ZdQMuhYeCmJeCT74J7PY3z7PObvv4k7o1fCh7fAZZ+BWDUHeoeREtYvNT+Ozx82a3X/8lwH9eURVs6rY2a16RlxuC/F43t7WdxUabdki4WDtFTH2dOVIBIMeLptAHzpdctYPb+OGbnOCbzp0qYkxkUJoePhoGMxoUz0OuQ/hBDPCiGeAV4J/ONYv8FYjZ+E1TVjpKdiyi8o6TLAzFrmlxUxRzFhbvcqJmriYTvxkc0bHoPLhgrz78rBvpRn+8mgP0tedDwcdCwcdCwcSi0W4WOYXwL0JLyKCTDX5ElLMREOOF05VHIjmc3bXTnAnMv7fGbFoWCAWCjI/kNHPOfO5AwqLQPjERUTuambmGgAtgsh/iKEuEX9G+8LGw/cxh2nOzoWXiY1HplhePhb8O3l8PC32FpxKa/KfJ2PDb2DfPkM5xq7TUntmsWNCAG7jyZI5/Lcv6OTV5/dRDAgqIqFKI8EOdiX5NkDfSyfVeN5K1XOsXBGRUFbpDMayvnddRfR13FgnG946qA/J150PBx0LCaUCV2HSCnfKaVcJqU8V0p5jUs9MWaM1fhRXTn8T8XU07AaS0WXcJVzZPOSSDBAZdTcN5RSiQlLMRF0FBPDmbwlN5Y+xYRKTCQ9bvMng/4sedHxcNCxcNCxcCi1WDRVmfPhSIqJvCELyt2ioQCZnGEmJoLeUg4w2zy7lWo1ZWFfKYepmKiMhejsHfScO2dIKq3Es7vMT0pJ2vp5ynblAD4/3heh0ZyO/Pi+HSztvJVLDv4XDB6GRVdgvPIzXPfzTrpkGrJ5u1wDYNtBUyGxpLmKluo4u7uG2LS7h6F0jissFYUQgpk1cZ7c20vvcJZzZnnr8BbOqODhXV3MrPbWo2k0Gk0J8/nJvoBSRbUCTfs8JtSisyYetl7nJCbsUg6fYsLvMVFtqS26hkyHdq9iwtx3qC9p1zlrNBrN6UhzdYytB/rxW1OUR525MRryzpMRKzGRy0vCIbdiwpyXhzM50jmDmDXv1sTDdA05iQnlM1cVD5P0NQnL5g3qy8052p20zhnSvsZiHhOP7enhI797mr/84yvsltETzXHT3FLKjcAOoNL697y1TaPRnAyGwcGHf826B67hkh1fIl81G95zJ7z9D+xgHl1Daa57xXwAnjtktjGSUvL7x/dxycIG6sojzG8sZ/fRBC8cMbOk581xlBEtNXGePWget6TZ6yPxvjXzWdBYzuvOa52IO9VoNJpTRq9DRmbYSiq4SzWgsJRjuKCUQ9iL5kFVymF5TKgndNVWUqNz0EpMBAtLOfqT2QKJskaj0ZxOLG4y19r+8ghVygEUzJORUIBM3iBTxPwSsP0kolbi1yzlcCkmrOOqYmGS3umf7AilHBnX9aWLlHL8a9s2Dven2NU5dJw7Hj+O+9dECPFm4DHgTcCbgc1CiDeO94WNB+vWrTv+i04TdCy8TEg8pIQX/wo/eQWt93yQFBH+LvNx/rr6lzD3YgCe3NcLwFsvnE00FGCblWB46WiCQ/0pXnPuTADm1Zezr2eYvT0JqmIhe/EJ0OJSQ/h9JGZWx7n3Y2t57fKWES9Tjw0HHQsvOh4OOhYTx3RahyjGavwMq1KOEbpy1FlPzZTBJZhlHmFXKcdgylwAK8VEKOB4TAAcHSxUTKjzAqdcyqE/S150PBx0LBx0LBxKLRYfuGwhn7n6LK5Z4V1bu1so+0s5IkFHMRHxmF+aiYgeq2xDdfCojIXssjtwzC8rYyHCZVW4yeRdpRyuxIQ7GVGslEMlJMKByUs2j6aU49PAhVLKTgAhRCNwD/Cn8byw8aC/v594PD7Zl1ES6Fh4Ga94dA2lefSlbl5Tuw9x7xdg7yNQM5efNX6Sn/aeR0cmx0rLOwLg6b29NFREOKOhnLn1ZeyzWrU90W72I77wjDrArGfrT2Z5oWOIufXlnvdUBphlkaBn8Tha9Nhw0LHwouPhoGMxoUybdYhirMaPUkKM1JVjhlX73OuqTVYdOuKRIOWRIF2DGc8xbo8JcBQT7jrocDBg1TxnT9n8Un+WvOh4OOhYOOhYOJRaLKKhIO+9dH7B9phLJVFUMWF5TITc5pdWIqI3kfGcIxYO+soyTPPLqniY7YcyuMnmHcWEOxmROU5iImfVeWTy+YJ9E8Vo/poE1GLAons0xwkhYkKIx4QQW4UQzwkh/s23/+NCCCmEaHBt+6QQYpcQYqcQ4opR38Uo2bx581ifcsqiY+FlvOLx/d+1EfvT2xE/vwK6XoSrvo7xgcf5Qc8FvPzMJhoqorR3JQAwDMlDu7pYNb8eIQRNVTGO9KcAeLy91yzhsMwrZ1SZqogn9/Yyp77M857N1eZCVMlwTxQ9Nhx0LLzoeDjoWEwoJ7UOKWXGYvzk8oa90CzmvB4KCOosNV2vq81cNm/YT++aqmJ0DJp/Z9SiVHlMqKd9/VZSw5+AUDXM/trpE0V/lrzoeDjoWDjoWDhMlVi450b/PBkNBUjlzM4b7qSvUkj0qMSEdVzMer2UEimlaUhsmd73J7wmE9m8QVkkiBB+xYS3pG8kipV5TBSjUUzcJYT4C/Bb6+e3AHeO4rg0cJmUckgIEQYeFkLcKaXcJISYDbwa2KdeLIQ4G3grsBRoAe4RQpwppZy8tI1Gc7L0tpO/7yt8dv8fGArEuan277n2+i9CpJztB/vpSWR4+YIG9vcM095lqiK2Hx7g6GCayxabnThmVsd4ocP0kHhibw8r59YihLlgnGG1AM0bkjNneH0kVs6rY2lLFV95/bKJuluNRqMZT052HTKtGXYtOIspJkxVg5k86LMWuXnL/EwthGdURekcsBITSjERUE/ozP+qMhCVsFDUV0R56WjCTlBoNBqNxiEcFAhhVnL7E7uRUIBEOm+/zr0dHFNilaiIhoNIaZbiBa3vAkoxkcybDzcDlvJCtXeOhYIjekxkiphfKiYzMTEa88tPAD8GzgWWAz+RUv7TKI6TUkrlnhG2/qko/CfwT66fATYAv5NSpqWUe4BdwMtGeyMaTUkw1Al3fAK+uxKeu5kf51/DlXyP7+WugYipdti0uxuASxY1MLe+nPZuUzHxtOUvsXpBPQDN1XE6B9N0DKTY2z3Mynm19ts0VTk+Em7jSzB9JW7/8KUsn+3drtFoNFORk12HTCf2dif46B+2eLprKMPLimiIgVQWKZ0lVTYvCQUFkVCA8kjQVkyop2Rq8TujMmaXamR9XTnUgnjA8qDw10g3WgaYqlxEo9FoNA5CCLtMw9+9KBIK2vO5WzGh5maVEFYJYuXlk8oatrotGBBUxcJIhN0S2lZTBAPEwgFP0trjMXGM5EOmFBMTQoiFQoiXA0gpb5JSflRK+Y9AtxBiwWhOLoQICiG2AJ3AX6WUm4UQ1wAHpZRbfS9vBfa7fj5gbRszli9fPpanm9LoWHg55Xik+uG+L8G3V8Dj/wXnvYOvLvoNP4m8i9euXsq+7mF7QfjMgX5aa+I0VcWYU1dG52CaVDbPswf7qSuP2OaVzVUxpIT7dpgK5nNandaf7sTE8lljm4DQY8NBx8KLjoeDjsX4MxbrkFLlRMZP3pCs+doD3PTUQZ4/7PSrV/4Ss2rjZHKGp/NGzjDsxa7bzV0tTMN2KUeUjoEUUkpyhkEwIGxlnpOYMBe8/id+VXFTdNtYcWrtp/VnyYuOh4OOhYOOhcNUioVqz1mQmAi6FRMBz3aAgaSZEFbzsPpvOpv3lN0pk0uVyFD7IkFB1K+YsL6HlEeC9v8rcvniXhQTzbFKOb4FfKrI9mFr32uPd3KrDGOFEKIG+LMQ4lxME6tidqqiyLYCnYkQ4jrgOoCWlhba2trsfWvWrAFg40ani9jixYtZsmQJd911F+l0mq1bt1JdXc3atWvZsmULe/futV+7bt06+vv7PbVLy5cvZ968eZ73aWpqYvXq1WzatImOjg57+4YNG2hvb2frVifnsmrVKqqrq7n77rvtbXPnzmXFihU88MAD9PebXRei0Sjr169nx44d7Ny584TuCdD3NAb3lEwmT/ieAkaGxkP3ctbRW6lmiAM1q9kx81oSRjOPHhac2VRJqmM3OUPyiz/eypnN1Tx7EGZXSNra2ug8KoAguw73smVvNzNCKW655RYAQnXmuvvX920FAuzd8giBo+Y97XzmSa6Zk6e5DB746x1j/nvaunVryf6eJnLs9fX1ea51OtzTdPw9TdY99fX1lfQ9TQNOeR1SqsybN2/Ur7392cP2/7trhNXTtlm1cXYcGaQnkaHcak+Xy0v7SV1tedhuPWcrJixVRGNllFTWYCidM1UWLhO2WMhfylH8WVZd+an1uz+RWJwO6Hg46Fg46Fg4TKVYGJaSLRYp9JhIZArL5JQyQinV3OaXYComIiGn7M7Zbv5tUHO8UkwUU0mURUMFHhOZEklM2CYa/n/AtmPse3akfcc45nPAZzHVE+3Wvxymz0Qz8Engk67X/wW46FjnvOCCC+SJcPPNN5/Q66czOhZeTjgeuayUT/5Sym+cJeXnquT9n7lUXvvZH3hecsEX/yr/6Y9b5RPtPXLuP98m7/3/7d15fFxV/f/x15mZzGTfmu5LutLSFlpoKZStZRUVBRd+IgoIKqKooF+kovhVXL5fUR8qooiK+lUREQQsVCi1QMsi3fedrumSpmmzr7Od3x/33jn3TtI2aZpMkvk8H48+CHeW3Lx7J3P6mXM+Z+thXd3YqkvnLdC/fO1drbXWq/Ye06XzFuhXNpXr8d/4l/6fl7YkHr+nskGXzlugS+ct0Bf98NUu/4wdJdeGIVl4SR5GX8gCWKU7+V7dm/6c7nFId/7pzvHIb5buTLwXvLr1cOL4ij3W+8d//3OjLp23QK8rq07c9tW/r9Oz/2ex1lrrT/xumb7+V29prbU+VNOkS+ct0E+t2Ke11vqJZXt16bwF+nBts/7OC5v01P9e6Pne4+7/l77+V2/p0nkL9Du7jnpuu++Z9bp03gL9xLK9nfrZk/WF11JPkjwMycKQLIy+lIXzu/uZVfs9x+95aq0e/41/6dJ5C/Tflu9LHK9qsP6dcONv3tGl8xbojQdqtNZav7j+oC6dt0BvP1ynj9S16NJ5C/Sf/7NHv7ThkC6dt0BvOVSrtda6pjGsS+ct0L9/c7d+z8+W6s/+aWXiud/cUalL5y3Qc3/8euL9weH8+6R03gL9pOt8TpeOjkdONGPiRHPzTrpHi72dV0RrXaOUygKuBB7SWg9y3WcvMFNrfVQp9QLwpFLqp1jNLydg7VsuRO+hNWyZby3bOPYuesR53Nl4B6+0TACsCmd+ZgYNrVGONrQyuiSHUcXWrhllx5pQ9sSgGaVWv4iRRdZtS3ZUEolpJg81exEPL8rC71PE4popw7x7FAshRBro0jikv3B/etUcdn9tfUI2vMiKosq1JWjM3koOrG0/D9Y0e57Lmf2QY++80RSOWbMskhpcZmb4E1OKk2dMTB2ez99XwZgS75bVQgghvJKXcoQCvkRfn0A7PSbMjAlnVw4zMyIaN1s7O9uQOjMjnJkPGQEfoQw/Le1sEZod9CdmwjmOt61oTztR88uVSqnPJh9USn0aWN2B5x4KvK6U2gCsxOoxseB4d9ZabwaeBrYAC4G7tOzIIXqJWFzzz2efoPrhi+GZW8HnhxufZPv7n+WVxglcNXkwALsrrUaWT62wNpyZMiyfktwg2UE/ZVXNrN5Xjd+nEn0hBuaFCAV8LNpsTSM/01WYyPD7Elt+Thlm+ksIIUSa6Oo4pF9wDxLdzS+dgeTQArsw0WAKE5G4KTIUZQeptosW7mm+YA1QARpbo0RdxQxHKOBLDGBDST0mPnlBKQu+dDEXjitBCCHE8WUF2+7K4WhvV44TLeWIOgUNn0psQ9qavJTDp6wtRtvtMdHOUg7X+4x7yWBPO9GMiXuw+kJ8AjMAmAkEgQ+d7Im11huAc05yn9FJ//8D4Acne+5TNXjw4O566j5HsvA6YR4HV1Px7P1cX7WcA7qEyJU/Y9BFVnFixTt7Abj5glL+vaWC3ZUNTB9ZyHNrDnLe6CIumVCCUopRxdmUVTXS2BpjyrB8suzBoFKKkcXZ7DzSQNDvY2zSJ09XnTmYv6/a79mRo7vJtWFIFl6ShyFZ9IgujUN6s85cP+5t3dyDTGdgOcRumFztmjERjcXJsLf9LMrOoLY5QiyuCUftxmgBpzBhZkxEYpoMX9sZE1X2VqPJMyaUUp6mzKdKXktekochWRiShdEXs8hsp/mlw/27NeCzthg1u3I4zS+dXTliid/9Ab9KFIydQrW3x4SfGtf7QmLGRMjfpjDhLkb0yuaXWusK4EKl1GXAVPvwv7TWr/XImXWDCy64INWn0GtIFl7t5lG5HV77Hmx9kVxfId+J3MKTsSv4Sf4sPuizflFsOFBLSW6QC8YOIOBT7KpsIBqLs/NIA7ddNDrR3XxkcTa7Khsor2nhY+eN9HybkUVZ7DzSwITBuW0+rfrhR87i7isnMKyw52Yty7VhSBZekochWXS//jgOcXTm+glH4yhlrSRsbmdP+uKcIAGfShQQAM+yjMLsIFpbXd7DieaXdmEiZM+YCEeJxOJkJM2KCGX4Et8zeVeO00VeS16ShyFZGJKF0RezaLtdaPuFCaUUQb/vuLtytERixOLOjAmfmTGRKEzYO3YE2m4XGnHNmEguPvSFpRwAaK1f11o/Yv/p04OBftKl/LSQLLycPP6x+gB/WPAmzL8LHr0Adi2Bud/gOv8vqZxyG9ofZGt5XeJx6/bXcNbwAoIBH6MGZLO7spE9RxsJx+JMGpqXuN+oYuu25kiMc0u9sx+G2kUHd38Jh1KqR4sSINeGm2ThJXkYkkXP6U/jEEdnrp9wLEZ+prWsz91jwhk8hgI+inKCnsKEtZTDnjFh75pR0xxps5Qj0WOiNUZTONZm8Oysa7Ye097maV0nryUvycOQLAzJwuiLWWQFT1SYUG1uc7YZdXZHSsyYiMZN8cGvXD0mvEs5gn5FZoafFtdMiIg9Yy43FCAa18fdIrQ11gtnTPRH7u3g0p1k4VVRUUGs4SjVz3+NW/z/Ju5X+C74Alz8VQ5Hc9iz8FVuKS1i15EGdhy29pFfubeKnUcauGV2KQBjS3LZVdnANvv2iYNNoaF0QHbi6xlJhYn3nzWU/VVNfH7uuO7+MTtErg1DsvCSPAzJQnRFZ66fSFSTmeGjOeLzzphwzX4ozg4mzZiIJ5ZlFGYHAWupRyTR/NK6LdFjIhylORxL/L/DGQw736c7yGvJS/IwJAtDsjD6YhYdnTEB5ndtwKcSBeZQe80vfb5E8bg10s5SjoC/3R4ThXaxujEcoyDLuxQEeulSDiHSRms9Z5T/Ex7+Arf7G/lHbA5Ns+7ltvdcAsD6zYcBOHtEIct2H0s0uFy0+TDBgI8bZlhLM8YNzOGNHZVsLa8j4FOMG2T6RYwsNoWJYQXeRvMXjS/hovHSPEwIIURb4VicYMBHVkbSINMePAYDPopzkgsTrqUcdhPlmqYwPnt5oTMozgk5MyaiNIWjbT7Vc6+L7q6lHEII0d+13ZXD/H9epvef48GAt+Gl++vWSMy1m4dqsyuHt8dE+0s5CrOsYnVTOJposh+WwoQQKRZthVV/hDd+zJlNR9k36Apu338NhwKjmFudzW323dbvryHgU0wZls/IomyWbK9Ea822w/VMGJSbGMgNL8oiHIvz9s6jjB2Y4/mlc/6YYj4+axQfPnd4ou+EEEIIcTLhWJwMv1WYcO/KkZgxYRcmth42ywwj8Ti5GdYQz5kxUdscSSzdSN6VoyliLeUozgl5vrd7YJz8qZ4QQoiOCZ1gxoRTKEi+zT1jzTS/jCeWYGT4fa7ml1bR2mlw7DS/bEu0JC4AACAASURBVK9hclG2PWOite0uT9ZzSGGiR1x33XWpPoVeI52zqKxtomzJ/3Hu7kdRtfth9CVw5YM8uiyD6mMVzB1TzBa7j0Rtc4QnV5RxwdgBZGb4GTUgm9ZonMr6VrYdrufSCQMTzzvM3rJt/YFaPjBtmOd7ZgcD/O+Hz+q5H7IL0vnaSCZZeEkehmQhuqIz1084Grem9gahOdJ28Bj0W4WJ6uQZE/ZSjnz707i65ihBvzU4dga+oYAPn7J6TDRHTrKUo5tmTMhryUvyMCQLQ7Iw+mIWbWZMuAq9zqwFRzBp+Yb78Y3hKFG7AYXfvV1omxkTilCGn9ZoHK01SqnETAunWN3Q2v5OHK29ufllf7J3795Un0KvkZZZaA3b/kX9z2cxY+391PsK4Obn4dYX2RsdwJbyOiYPzeeMwXmUVTURjsZZsaeKmqYId102HoCRRdaSjGV7qqisb2XqcNNHYmihWaIxaUgefVVaXhvHIVl4SR6GZCG6ojPXTzgaJxSwPv1qDns//VLKGpwW5QSpsbcEdW5z1ibn2Y0zrV05rMc7sx+UUuQEA8fvMWEPekMBX7fNmJDXkpfkYUgWhmRh9MUskhtc5ruKEcdfyuHaRtTvIz8zQHVjOFGYyPCrxH3b7TGRtMzDKT44hZCmVvcMPLP7Uq/elaM/Wb9+fapPodfo71lorVmw4RANzotu71vw+6vgqZvQsSifD9/N14p+DuMuB6VYs2492yvqOXNoHsMKM9EaKupa2HKoDqXg7BHWXu1Or4h/rD4AwKwxxYnvOdy1e0ZfLkz092ujMyQLL8nDkCxEV3Tm+ok4SzmCbXtMBP0+lFIMyLG2BHX2rI/GdWIg7PSnqGuJJNYbuz+9ywkFaGixChNtekzY/588cD6d5LXkJXkYkoUhWRh9KYvHPnku7ztrSJtl3ENd/eZ8Pu9tThE4M2mWxYDcEMcaw4mlHAGfD79P4Ve6za4c1jIP0zDTuS3DrxK/zxvcSzns94b8zEBimWAqpNVSDpE+3t55jC8+uZZPltbw/bznYOdiyBvGunO+y0feGUPpwHxaDpr1uEearUHe5GH5DLDX2B6ua2HzoVrGDMhJNAgbUWQVH97YUUleKMCkIWbGhHsq1uRhbbf+FEIIITorHLWaX/p9yjuQtI8DFOWYnTcG5IaIxuIEfOazp/ysAPUt0cQA1f1JXH5WgLqWCE2RttuFOtuUOu+BQgghOu6aqUO5ZurQNseHJjXCd2uv+SWQaHLsbn4JEPC5l3Jo+zmUpy+FdZtV5E40PQ633bFjeGFWm5lzPUneaUSftnJvFYPyQpQOyPEcf3P5cn6R8QgfrHgHXVeEuvr7cN5neGbBTjKDB7lhxkgeWriNYw2tDMgNsaPWenFPGVaAU7c8VNPM5kN1nDOqMPG8mRl+BueHqKhr5cyh+fhdVU6lFCu+cQUVda0MLchCCCGE6KpwLE5uZoDsoJ/y2pbE8Ugsnmh8VmyvGT7WEGb8IGtwGnBNHc7PzPDMmHAPePMzMzjWECYW120GpPlZ1jAx4JOmzUIIcboMyA0d97ZQO0s5wCpM7K9qSmwX6sysyFC0O2Mis82MCW0VJuzf8+3NmHjiM+cnlv+lQlot5Tj//PNTfQq9Rl/LQmvd5tjBmmZueOwdPv7bZeZgXTm8eA9f23kzV/rW8Ivo9ey/+R248EvoQCZLd1Ry4fgSzhpuLc3YfrgegP8cy+K80UVMGJTLUHtJxrbD9RysaWbKsALP93WWbExsZ7nGoPxMzhpR0OZ4X9LXro3uJFl4SR6GZCG6ojPXTzhqfcqVF8qgviXS5jhYA1awZkwARONxMjwzJjKoa47SbA9QQwHvbYfrrIJHVtD7eZUzYyLe9i34tJHXkpfkYUgWhmRh9Ics/Cco9jrNLzMDSUs5coIcbQgTdWZM2M+RkxX0zIoAsysHuHpMtJkx0f4uT6mUVjMmCgr69j8YT6e+lMXDi9/lyRX7eP3euWS7Bk3Pr7H6PByqbaGx5ig5Kx+B5b9Bx6M8Eb2C1aWf5sVdMc6u9zMK2H20kQPVzdw5Z1xiScbBmmYq61s5XB/mM5eOQylFbihASW6I+WsPAjAlaVnGFWcOZk1ZDTNKi3omgB7Wl66N7iZZeEkehmQhuqIz1084Zi3ZyMu0lmMkHwdTmDhm78wRjWn8nhkTAY41hmmNxMjM8HnWOxdkZXDYnomRPGPCWaIYb+fDgdNFXktekochWRiShdFfsvj2ByZT0s7MiRMt5ahuCieKCE5huig7lOgvFI65twt1lnLYMyaicYJ+lViy196uHO6Cdiqk1YyJRYsWpfoUeo2+lMXPFu+goq6VJ5eXeY6vLashk1Y+73+B4K/OgbcfhskfZNW1r/Cd6KeYc+5UAPYcbQRgyfZKAOacMZAh9tqu8toWttl7v08eagoQ00cWcsgeqCUXJu66bDyLv3op1033bgnaX/Sla6O7SRZekochWYiu6Mz1E47GCfl95GVm0BSOJRqfJbYRBYpyrAKCs2VoNK7JcH0iZ82YiNASibUZ7OZnBhJd3tsu5ej+woS8lrwkD0OyMCQLo79kcdtFY/jAtLb/lnBmtIWSlnLkZWYQi2sa7SUYzqwLX2tdYplfJGq2C3V+13uaXwZ8+HyKnKA/8TzObQGfatOIs6elVWFC9D1N4Wjihbdqb3XiuI6GGV/2d5bn/BfzMp5iX+40+Pzb8OHf8tTOAHmhAO8/ayh5mYFEYeKdXUcZU5LDyOJsMjP8lOQGOVTTzNZyqzBxpqsw4e4r0d46sPGD8tp02BVCCCFON6dhWXIn9YhrxkQo4Cc3FHDNmDDbhYLTY8JaypE8Pdi9bV17RQuAeOqatAshRFpxmhkn/z52dlpylm04fYQKQ5jCRDvbhba4GmO6d/xw+lKAs5NT6ssCqT8DIU5g/f5aYnFNXmaADQdqrNHRxn8Q/sVM7o//jnDBaOYV/JgHsr4Jg6cQj2te3VbBVVMGkxX0M7Ykhz1HG9Fas7ashnNHmeUXwwqzOFTbwtbyegqCOvGLAOD6c4YDMLJYmlgKIYRIHWdXDqcw4SznaHX1mAAYkGutPwaIxL3NL/MyA/aMiXibhmruHaWKsoOe23pixoQQQgjDWd6R/GvX6Snh9Apyll0UBjVVjWFaIrETbhfq9JgAa7mIs3wDnJ5Fqf/ANa0KE6Wlpak+hV6jr2SxpsyaJXHrBaWcUb+M6K8vhmc/TV00yO2Rr+G/fSHR4eez71gTYDWsrGmKcNG4EgBG24WJA9XNHGsMe2ZCjCjKYn9VE1vL6xg/wLttz/DCLJ7+3Gz+fHvfb7DTWX3l2ugJkoWX5GFIFqIrOnP9mMKEVSSosxtghl3bhQIMygtxxG5iGY21bX4ZjWuqm8LtzIowhYmBed4Zgs5a5O4sTMhryUvyMCQLQ7Iw+nsWA+3ChHupBYDf7+0Z4RSfxw8bAEBFXUtiu1D3Ug6nyWUkZvWYAKsw0eoqTLhn4KVS6s+gB02fPj3Vp9Br9LYsqhrD/HrJrkSlz7F8TxXXFZfx6V138X/BHxFrqYcPP87XB/6KgyWXUpwbYlRxNofrWmiJxFi2+xgAF4yzXqRjSnI4WNPMO/bx6SNNYWKMXbTYdrieWRNHtDmnWWOKGVOS0+Z4f9fbro1Ukiy8JA9DshBd0Znrx5l+m580Y8K9XShYu0JV1rcSj2vimjbbhYI1cE0uTLhnC5bkemdMDM7P5OrJg/nVTed2+Hw7S15LXpKHIVkYkoXR37Nwfic3JBUmnL5BTmHCmf0w++xJAOw71mQv/VMopRhZnEVuKMCKPVWAWRYI1s4f4aTChCzl6GFLlixJ9Sn0Gr0ti5t/v5yHFm7jrZ1HE8fqy9Zz6955PNz0dfIay3ggchsLLp0PZ9/AlsMNnDnU2q5z1IAstLZ22Fixp4oRRVmJLT3HlOSgNbyw7hCZGT4mubb4HFuSm/haVx/ooZ+09+tt10YqSRZekochWYiu6Oj1o7V27cphz5hotmdMJA0kB+WFOFLfSiRpj3uA/CyrqHGkvrXNUo7RA7ITX+eGvJu1+X2K394yk5mjizv4k3WevJa8JA9DsjAkC6O/Z5HoJ9TiLUw4fYOaw/aMCbtQUfHuegB2VzZ4CgyhgJ9Lzyhhqd38PxI1fSRCGcmFCekx0eNqa2tTfQq9Rm/KQmudaEC5fHcVVO+F5z5H7h/mcJ7axsEZX0N/aQ1/01ezuyrMsYZWymtbEs0qRxZZg6qyY02s3FvFrDFmAOUUH97aeZSzhxd6moGNG2QKE0U0dveP2Wf0pmsj1SQLL8nDkCxEV3T0+nHWEmcH/YnigjNjwr0rB8CgvEwaWqPUNVu3B3xtZ0zUNEXazJgYWWwKE6lo6iyvJS/Jw5AsDMnC6O9ZOEvqnB0EHU4PCOd9wdkcgJZ68kIBdlU2tikwlA7IobKhNVHkzgi4Zky4ZqmHY3HPLLtUCZz8LkKcHs3hGNc+8iafvWQsN84alThe0xQhrqGEWs7a8H1YuRB8ft4efBP3HrqcN9/3YTL8PkYWZbH3aBOvbTsCwGx7ucYoe1C1dEclxxrDzHJ9sjO6xAy4prv6SwCJGRcAA6XHpRBCiF7GmcqbEwokZkzUH6fHhDOYLa9tBvDuyuFqcJmVVJhILlQIIYRInXEDc3n8lpmcP9Y7Uy3gc3pMWFt7OoVkpWDsQGt5+qgB2Z7CRG4oQCSmaY3GT9xjIqnQnSppVZgIhdpu+5iuuisLrTWVDa2U5ITa7IW78WAtuyob+fpzG7n+nOGJwdDBisN8NfA0nw0sJKMpTOTcW8i4bB7/88ddjB2VkXiBjSnJYffRRg7XtTC8MIuzhhcA1mAsFPDx7GprOYZ7xkSeq6mXu78EWFOcFn91DnuONhIrW3v6w+ij5HViSBZekochWYiu6Oj109RqfTKWE/S32ZUjEtOewkRuyHpPdWZMZHh6TJjhXnuFiC9fPt7zftmT5LXkJXkYkoUhWRjpkMWVkwe3OebMkGiNxjyzG0KhEPlZGdS3RIkk7a7h3mba02Mi4E8sCwTZLjQlrrnmmlSfQq/RXVm8tu0Is37wKnf8ZRU6qYv3+v01ia+3Ha6HSDP85xEm/O1ivhz4JwcHXcqV4R+zfPK3qAsOZOvhOs5zzX4YU5LL1vI6Vu+r5s6541yVQsXI4mzqW6OU5AbbNKz8/a0zuWRCCRfaMyzcxg/K5arJg+XacJEsDMnCS/IwJAvRFR29fhrtburZwUBiX/r61va3Cw3ZBYdae7DpbozpnjGR3GMC4KtXT+Szl47t5E9xeshryUvyMCQLQ7Iw0jWLxFKOcMyz69I111yTaGaZ3MTSXdB2L/Nov/ll6pdypFVhYtu2bak+hV6jq1kcqWth6Y7KNsffsI8t3nqElXurPbf9e0sFwYAPPzGalv0BHpkBix5gdXQMH4n/L8GP/Ym9eijbK+pZs68arb2zH8a4lmW8/6yhnud2lnPMGlPcZo3sFWcO5i+fPp/CpP3Z3eTaMCQLQ7LwkjwMyUJ0RUevn0Z7xoTTlDIvM8O1lCPmKT44SzRqmsMAiT3s3Y+H3rd0Q15LXpKHIVkYkoWRrlkkml9GvDMmtm3bRjBg9Yywig/mttyQVZRuaIkSjrobY/pojcYS9wtHZVeOHrd9+/ZUn0Kv0dUsPv2nVdz6hxUcqG7yHF+1r5rJdlPKtWWmMLGmrJoVe4/x6PQyFmfO48LND0L+MDZe+Vduar6Pj157LSOLsyjMzmBXZQNrymrwKe/yi4snDASstVTFOd4iw8XjSwC4YlLbqU8dIdeGIVkYkoWX5GFIFqIrOnr9JGZM2Ms08jID1B1nKYdTcKhpajtjIhTw4ayuTN55I9XkteQleRiShSFZGOmahbNdqFWYML/ft2/fbhUm2pkx4fy+r2+NWD0mAqbHhLv5ZSTm7VmUKr3r3Un0CeFonI0HrY64/1x7kC9ePgGw1i9tLa/ji5dPoKYpzBZ7pw2AN15+hgWZjzF10y7K/KP4WdF3+Mqn7+G5BVsIBsq4bvowlFKMLclhd2UDB6qbOWNwHjmuAdSYkhye/Oz5bRp3Adx+8RhumV3qeaEKIYQQfZnpMeGeMWHvyhHzNitzlmg464ZDriUbSil8ShHX2vO+KoQQom9w/o3Taje/dHMv5XAXGNxbj3q3EpXtQkU/sfmQ2abnlc0Via/XllUT1zCztIjJw/LZcqgODq6m+fH3c0/51xgVbITrf82PxvyBF1rOQQOvbj3CReMGkG0PusYNzGXnkUbW769p06wS4MJxJZwzqqjd85KihBBCiP7E9JiwCvL5mQHqWyLE4ppYUrOyrDYzJrxFfKfrkxQmhBCi7/F7ZkwkFSY8Szk60GOiTWGibbEjFdLqX3Jz5sxJ9Sn0Gh3JQmvN2rJqoq6pPgBry6wmlrfMLmXjwVqONrQCsHJvNT4F54wq5Py8o9xb83343eVQsZkHIzdTf8dymH4Tw4tzOVjTzL5jTZRVNXH5pEGJ5x43KJejDa3UNkeY1k5horvItWFIFoZk4SV5GJKF6IqOXj+NdqNLZzpuflYG28rrE1uCtreUo73ml0CiIbWze0dvIa8lL8nDkCwMycJI1yyc3hEtEW/zyzlz5iQKDeGkJpbOe0dDa9S+rf3ml+FYnIxesJQj9Wcgeq0XN5TzoUf/w91/X+c5vnZ/DUMLMpk70er5UFZl9ZlYva+KSwa1kPfKPXx6w01cqDZSPetevj36ryzM/RDDS6xCw/CiLMLROIu3WrMt3DMgxrp21GhvxoQQQgiRLprC1lIOp8fEjeeNpDkSY/66Q8DJChPtFyCcZSFCCCH6joCv/eaXwPF7TCRmTNg9Jvwn6DHRC2aep/4MetDSpUtTfQq9hpNFSyTGzO8v5i/v7G1znyeW7QNg8ZYKz6yJNfuqOXdUEUPyswA4XNtCtL6Sq/b/gsfr7oQNT1M55TbmtP6MtWPv4D8HWj1FhhFF1uNe3nSYYMDHxCF5idvGDcpNfD3B9XV3k2vDkCwMycJL8jAkC9EVHb1+GlujBHwqMWB0ttA+1mDtvBF0DU6dHhM1dmEieVtQZylHb2t+Ka8lL8nDkCwMycJI1yycmRBamyIFWHmE/FahIXl3jVDAT9Dvo7Y5gtZ4lnJEYpp43HpniCbt5pEqaVWYEG0t2FDO0YZWvjV/s+d4azTGurIaBueHaI3GefdIAwDltc0crGnmnFGFDC3IJIdmBq99GPWL6dzMS5SPvBa+tIbg+35IFfm89e4xDlQ3e7b9HF5obe252t7Bw/0CKi3O5urJg/nT7bOkZ4QQQoi01tgaJScUSGyDHQr4CPgU1U12YcI1YyLo96GUq/llco8JuzIhPSaEEKLvcf+7KLmI4LwXNIdjbW7LzQxwrNF6z3CWazj3d2ZNJM+0SJXUn4HoEd95YTNffHINsbj2HH9751HAaqjirGUF2HSwjnAszq0XjgZI7MLx6yW78PsUl00ooHDj73kj9BVm7P41B4pm8Z7wQ2R85FEoHElRTpCi7AyeWlkG4C1M2DMmAM4eUeA5n4Dfx29vmcmcMwaevh9eCCGE6IMawzFygqbAoJQiJxSgqrFtYUIpRVaGnxq7aBHKaH+IJ4UJIYToe9zNKf3Ju3LY7wUNrdE2BYa8zADVTmEisSuH9b7SaveZSJ5pkSqpP4MeNHHixFSfQkqsLavm//6zlwUbynlpYzlgsthqb+kZi2t2VTYkHvP6tiP4FHzk3BH4fYp9xxoBWLqtnAdGrGfc3+aiFn6dff5SfjzyV/yo4Fs0F0xgaIEpOowdmEtTOEZeZoBJQ/ITx93TSM8e0Tv6SKTrtdEeycKQLLwkD0OyEF3R0eunKRwlO6mQkBsKmBkTfu+siMwMP412X4rk5pcOp0t7byGvJS/Jw5AsDMnCSNcs3H0l3LMnJk6cmCg0NLZG2/SKyA0FqLJ3a3KW/zm7ODXZOz9FYtpT6E6V1J9BD5o0aVKqTyEl3nz3aOLrDQesHTUmTZpEOBpnV2UDV00eDJAoTMTimmfXHOCSCQMZnJ/J0IJM9h9ronnjC/y28R5uO/JDyC6Gm5/n0VE/Y2HNCFbtq2LmaO82nk4jy/NGF7ep7F04bgBAooFmqqXrtdEeycKQLLwkD0OyEF3R0eunoTXWZoZDTsifmDGRPGU3M+BdW9ye3jZjQl5LXpKHIVkYkoWRrlm4+0q4f/dPmjQpUVRoDMfazHzIDbWdMVGckwFAdaNVsIgk7eaRKmlVmFi4cGGqTyElVuypYtKQPKYOz2dreT1gZbFw82EiMc1Hzh2O36fYXWnNinh751HKa1u4YeYIAK7O2clduz9P1rM3EyDGhtm/gDuWwLjLmTqigF2VjVTUtTKz1FuYuHbaMCYNyeOjM0a0Oaff3TKT7d+/hpLcULf+7B2VrtdGeyQLQ7LwkjwMyUJ0xcmun33HGtlf1URTa9SzlAOswkJ1O0s5ADJd902+7f1nDwUgO6N3bRcqryUvycOQLAzJwkjXLNyFg2zX7koLFy70zJLICHgLDHmZAVcx27pfUXYQgKrGMPG4JhrXnsJHqvSusnk3a21tTfUpdNj/vryVc0YWcs3UoZ7jtc0R/uvpddxz5RlMHe7tz/DUijKqmyJ85pIxiQsvEouzpqyaG2aMoCkc4/XtRwA4VNvKj95ez9iBOVw1eQijirMTMyb+sfoABVkZXFVUAU98if8+upgKilk29dt8YtV4lpx3JdiNuM5yncOM0mLP+cw5Y+Bxe0X0tk9s+tK10d0kC0Oy8JI8DMlCdMXJrp87/rya0SXZNIZjFNoDSEduKJBYrtGmMGHPksjwqzYzFX/6/6bx39dOxudL/adibvJa8pI8DMnCkCyMdM3CvXzDvSSvtbXV816QXGDIDQVosPsIOs0vB+TahYmmMJG41WeiNyzl6F3/OhQAVNa38puluwHY+8P3e26bv+4gi7ceYW1ZDau/dVXieG1ThK8/txGw1hfd+x5r/dXmQ3U0hWPMGjOAfVWNPLM6TENrlHfrFC2ROD+5YRp+n2JsSQ67KxtpicTYunkdfylZQOj3iyGzkLfH3M3tW8/hg3osWaHDie0+AS4cV5L42r3tpxBCCCFOTSjDR2s0TlM4Sm7IO8PB3acpuY9Etj1jor1lHKGAn8H5vWu2hBBCiI5xN7/Mz8zw3ObZoSmQ3PzS3NfpMeHMmKhuDBOJWRsj9OulHEqpTKXUCqXUeqXUZqXUg/bxHyultimlNiilnldKFboec79SaqdSartS6j2n+5wKCgpOfqde4K2dlYmvD9Y0e257bs1BAI41hhPVL4BNh6xdM3KCfv66fB9hu8vqij3HADhvTBGjiq1tOvdXNXE0GiI76Gea3Xxy3KBcGo/up/4fX+Ql/38xuf5tuOReuHs9R6d9jlaCvLrtCJOG5CW2LQPICvr5/vVT+dp7Jrb5dKYv6SvXRk+QLAzJwkvyMCQL0RUnu35CAR/haJzG1rbNL90zDpPXEju3Ha/xZW8kryUvycOQLAzJwkjXLLyFCfM+UFBQ4ClGtLddqLnNul9BVgZKWf+ejNpbhvb3XTlagcu11tOA6cA1SqkLgH8DU7XWZwM7gPsBlFKTgRuBKcA1wKNKqdNa2p87d+7pfLou+9m/d/DJx5cTsS8Ix8YDdYmvd1TUJ77eVdnAuv01ia0333Xdtt5uavmtaydT3RRJbO+5Yk8VY0tyGJSXmShMlFU1UevLZ9KQPKuY0FzN9Ud/yyL/PRTveJonY5dT8allcMW3IKuQEUXW46oaw0wZZnbXcHzyglLuumz86YgkZXrbtZFKkoUhWXhJHoZk0bcppW6wPzSJK6VmJt3WrR+SwMmvn2DAmjHR2Bpr02PCPWMi+ZMxZwDalwoT8lrykjwMycKQLIx0zcL9AXB+lpkFMXfuXELuHhPtNL9Mvi3g91GQlUF1Y5hwOhQmtMXZfzLD/qO11ou01s5H/csApzPidcBTWutWrfUeYCcw63Se07p1607n03XIqr1VzPrBYo7UtXiOH6pp5uFX3+WtnUd5dvUBz23vHqlnaEEmAPuONiaOP7/mID4F99nLNLYftgoTkVicJ5eXcfaIAqaNtGZAHK5tQWvNyr3VnDfaKmQkChPHmth0oJppQ4Lw5k/h4WmcufuPvByfxY0Zj/DTjDsYNqI08X1HFpulGzNHe/tI9BepuDZ6K8nCkCy8JA9DsujzNgEfBt5wH+yJD0ng5NdPKOCnORyjORLzNDkD7ydlbbaFs+8b6mUNLk9EXktekochWRiShZGuWbhnrLt7TKxbty5pxkTyUo72Z9kNygtRXtucWMqR/H6SCt16Bkopv1JqHXAE+LfWennSXW4HXra/Hg7sd912wD522uzbt+90Pl1CJBbna8+sZ+OB2ja3PbpkF0fqW3lxQ7nn+KvbjiS+fuPdSs9tO480MHvsAHKCfvYeawIgHtc8v/Ygl0wYyLmjiggFfOyxixZry2o4UN3M5y4dx5B8q6BRUdfCgepmapsjnD3SmvJUkJVBXmaAFbsq+HB8EfdtvxFefRBGzab21tf4auQLrKwrYOrwfM/FPzA3lLhYndka/U13XRt9kWRhSBZekochWfRtWuutWuvt7dzU7R+SwMmvn6DfR02T1UU9N2kpxyD7fR7a+WTMHoC6P03r7eS15CV5GJKFIVkYkoW3x8S+ffu8PSZOMGMi6NqxY8qwAtYfqE0s/0/ezSMVurX5pdY6Bky3+0g8r5SaqrXeBKCU+iYQBf5q3729NHTyAaXUHcAdAMOGDWP+/PmJ2+bMmQPA0qVLE8cmTpzIpEmTElvLzJ8/n4KCAubOncu6des8F/fVV19NbW0ty5eb+sm0adMYPXq05/sMHjyYCy64gGXLllFRUcGeenhmU4BnVh9gyZ1TWL9+feK+VfXWDIbn3t5EybENAJSWlvLGjigD5kJHcwAAHdhJREFUsxSjc2Is3VrOyy+/zHvf+17eXrOJ8toWYlVlFAZ87KyopaamhsdfeIODNX6uGNjAjh3bGVGUxYotu5kf2cErBxQKPxePL2H39k0ElOatNZs4sGMj4GdIKGqdv47zYbWS2/b8g9EZFRxUZ7B7wp1U5ZzBoMOt5AT9NIZjhJoqEz/vddddx759+3jw3DD1EVj2+iucf/75FBQUsGjRosTPWVpayvTp01myZAm1tVaBJhQKcc0117Bt2za2bzfjv5P9PTnddk/335PjuuuuY+/evZ6/J4Dm5uZ+9TN15e9p/vz5/e5nOpW/JyeL/vQzdeXvCeh3P1NX/p7WrVvXq38mcUqGY83mdJz2D0k6IpTho8ouTGQnNb8c4ipMuD8JAzMALcruO4UJIYQQnZOX1PzS3fA4eefD9pZyAEwfWcjzaw9SVmV9CN4btgtVWrf5t3/3fCOlvg00aq1/opS6FbgTuEJr3WTffj+A1vp/7f9/BfiO1vqd4z3nzJkz9apVqzp8DvPnz+e6667rwk/Rvl8v2cVDC7cBsPKbVzIwLwRASyTGtAcX0RqNMyAnyKoHrkQphdaaGd9fzBWTBjFpaD7fW7CFtd+6iqKcIE8s28cD/9zEoq9cys8X72BbeT2v3TuXny7azi9f38mmB99DdjDAbX9cwZH6Vv715Uu48bfvUN8S5V9fvgSAS370GjNGFZEdCvCPVQdY/99XkVX2Oix+ECo2sjU+ioeiH+ORb91HXpbZhuyynyxhz9FGfnvzDK6eMuS059Sbdde10RdJFoZk4SV5GH0hC6XUaq31zJPfs39SSi0G2nsz+6bWer59nyXAvVrrVfb//wp4R2v9hP3/vwde0lo/287zuz8omfHoo48mbutqIWpp80ieW2fNtLx5fIyZA3WiEPXLv87nJxutgeZT1w/wFNdeO6SYv8/PNVOG8PVLBvSJgmHyhwT9tbDbmQ9Krr766n71M/XHv6ee/pnc59lffqZT/Xtyzr8//Uwd/Xu6+x3rd/8zn53JoU2mhp5VMpw7XrQed+uEGOeW6MTP9NTra/j6K9b7yX1nR7npfdbP9Nj8N3hsq5+Pjonxjz1+HvvkDDiwrlt+ptmzZ3doPNJthQml1EAgorWuUUplAYuAh7BmSfwUmKO1rnTdfwrwJNaUyWHAq8AEe9ZFuzpbmGhubiYrK+vkd+ykz/1lFa9sti6GJz59PhdPsLbQfHvnUT7x+HKumDSIV7cd4c37LmNkcTZlx5q49Mev84MPTaU4O8jn/7qGl758CSOLs7jsJ0spyQ3y8t2X8ONXtvO7N3ez9bvX8Lm/rGZ/dROLvmJdTN+ev4nn1hxk2TeuYPp3F3H7xWO4/71nAvD/HnuH5kiMHRX13HPGMT4f/SuU/QeKRvPPotv4ypZxFOeEWP2tqz0/x+p91RyobuKD04Z5lnKkg+66NvoiycKQLLwkD6MvZJHuhYmOaKcw0ekPSeD0j0ce+OdGnlhWBsDvbpnJVZMHJ26rrG/lvB8sBtpuKf7k8jK+8fxGrps+jIdvPKfD55NKfeG11JMkD0OyMCQLI52zGP31fwEkPtAGK48wAaY9aBVf/vCpmVw+ybxnbDhQwwd/+TYAy+6/giF2H8Plu4/xsd8u475rJvKjhdvbPO506uh4pDvnbAwFXldKbQBWYvWYWAD8EsgD/q2UWqeUegxAa70ZeBrYAiwE7jpRUeJUOFWxU/XL197lhy9vIxb3FnO2H67nfLv3wrbDZkeNpTsqyfArPn3xGAA2H7JuW7LD6i8xs7Q4cXEcrmtm+e4qjja08sD7J6OUYvSAHCIxzaGaFjYfqmPKMLM9zsjibOpboyzacphITHPphIGJ26YMzyd8aCO/VD/i87vvgmM74X0/gbtWos6+AY2PY42RNj/fjNIirps+PO2KEtD1a6M/kSwMycJL8jAki37rBeBGpVRIKTUGmACsON3f5GTXj2dabtKuHAPsweisdppRO2/fvaGJWUfJa8lL8jAkC0OyMNI5iz/fPotX7rk0UZQAKw/3co3ckHeZh/u2Ytfjsuz3lvoWa0+K/r4rxwat9Tla67O11lO11t+1j4/XWo/UWk+3/9zpeswPtNbjtNYTtdYvH//ZT417ykln7a9q4ieLdvDY0l28vfNo4nhzOMa+qiZmjxtAcU6Q3a5dNBZvqWD2uJJEQaGsyrrtqRX7mTo8nzMG5zK0wKr4HappYeW+KjL8ipmjiwAoHWDtorF8zzEO17Vw1nBTmHB22PjrsjJCAR8zSq3HUL2Xz1Q+xMvB+znft43KWfPg7nUw67MQCHLNVGtW66yB3i1K011Xro3+RrIwJAsvycOQLPo2pdSHlFIHgNnAv+yZET3yIQmc/Ppxb/eZnbRe2OdTvH7vXP5423ltHtcasU41lJH6AWZHyWvJS/IwJAtDsjDSOYtLzxjIxCF5nmPLly/3bCWak9SXKDez/S2mM+3dm+qarQ+r+3Vhoi9qicS49pE3+cAjbxFPmhWxcNPhxNe7KhsSX68/UIPWMGlIHkPyM6motbYF3Xmkgd1HG7nqzEEUZGdQmJ3B3mNNHG1oZUt5He+dOhSlFAPzQvh9ivLaZlbtrWbq8ILEhTK6JAeAF9YfAkhsBQowyi5arNpXzfljB5DZegxeug8emcmwQ6/w29i1XNL6c/KvngfBnMTjQgE/mx58DzeOlcKEEEKI9KS1fl5rPUJrHdJaD9Zav8d1W7d+SNIR7sFjbqjt1p9jSnLaNDgDGJhnzcIcNzC3+05OCCFEr5V3ghkTblkZvW/GRLfuytHXvFvRwKaD1nKLLeV1THXNUFi5t4rSAdlUNYQT23QCPL1qP7mhAJdMGMjTqw5QbhcmFm+1ek5ccaa1VqfU7i2xck8VABeMtaZg+n2K0uJsNhyoZeOBWj510ejEcw/KC5GV4efNd48S8CmmDMtP3DayyCpM5NHEvYGn4eEnIdoC596MmjOP6rdqObei3jMd1JEbCtALrj0hhBBCtMP93p0d7PhQ7X1nDeGPnzqPOWcMPPmdhRBC9DvJMyacAkQyZ2ZdXYs1Y6I3LAFMq8LEtGnTTnj7nmOm4PD6tiOJwsT6/TW8uu0IHzpnODsq6hOFieZwjIWbDvPBacPICQUYnJ/J+v01APx7SwVTh+czrNBaqlE6IIe1+6tZuqOSvFCAs0eY2Q/TRxXy3JqDAGZJBqCUonRANtsO13Pm0PzETAqAHF+EL2ct5Lb4cxTtboApH4bLvgkl4wG4/33DupRFupE8DMnCkCy8JA9DshBdcbLrx72UI6cThQmlFJdNGnTK55UK8lrykjwMycKQLAzJwis5j+TZdMfrHdhmxkQg9T0GU18a6UGjR48+4e177YLDGYNzeX37kcTxP769h1DAx91XTGBMSQ67K637vb79CE3hGB+YZhUBhhZkcqwxTEVdC2vKqrnyTNPZtHRANgeqm3ll82EuPWOgZ7rMOaNMMWK6a7kGwOgB1jKMqcPt2RKxKKz5Mzwyg6/qP5Mz5jy4Yync8MdEUeJ0ZJFuJA9DsjAkCy/Jw5AsRFec7PoJenpMtP9pV38hryUvycOQLAzJwpAsvJLzcBe2HZOH5vOFueM8x5J7TAR8qS8LpP4MelDyHrjJ9h5tZEh+Ju+dOpS1+2uoagyjtebtXce44szBjCzOZkxJDodqm2mJxPjXhnJKcoOJHTmcHTZe2liO1jB77IDEc48qzkZrqG6KcHnSpxmXjC9JfD04P9Nz212XjeeMwbl88OxhsPmf8OgF8MKXIG8o3PoiwU/9E4ZNP+1ZpBvJw5AsDMnCS/IwJAvRFSe7ftwDy96w7rc7yWvJS/IwJAtDsjAkC6/kPNqbIfHS3Zdw3zWTPMcy/D78PpWYMdEblnKk/gx6kemjCvnojBHMnTgQreHNdyt590gDlfWtXDzeKjKMKclBa9haXser2yp479ShBOy/SGd2wz/XHcLvU5w1wvSocBpZAsyd6F376dw2oqjtnrxnjShg0QfjzH7to/DMraB88LG/wmcWw5hLT28AQgghhEi5YDufeAkhhBDHc8UpLOPLyvBTb/eY6A1LOdKqx8TJ3DJ7NACxuKYoO4M33z1KVWMYgAvHWbMaxthFhN+/tYeWSJxrzx6aePzoEqsh5fr9NZw5NN/TsGqs/bg5ZwxkQG6ozfde9cCVZCRPoTm4GhY/CHuWQsFIuO5RmHYj+Pr3tE4hhBAinbXXuFoIIYQ4nsdvndnpx2Rm+DjaYP1btzfMzkurwsTgwYNPfiesnTLOHJrPziMNtERiDC/MYmSxVXQ4Y3AeQb+PBRvKCQV8zBxdnHjcwNwQ2UE/TeEY00cWeJ5zQG6IN++7jOGFbWdFAJS4ixWV2+G178HWFyF7AFzzQ5h5OwTaFjROVUezSBeShyFZGJKFl+RhSBaiK052/Tjd0tOBvJa8JA9DsjAkC0Oy8HLyOF6TyxNxb6wghYkedsEFF3T4vmNKcvjXxnLqWiKebTozM/zMKC3ind3HGD8oF7/PXARKKQqyMmgKxzhreGGb53SKG8dVsx+W/hDWPQkZ2TD3fph9F4TyOnzeHdWZLNKB5GFIFoZk4SV5GJKF6IqTXT9Oj4nkpZ/9kbyWvCQPQ7IwJAtDsvDqSh7uwoT0mOhhy5Yt6/B9x5TkUNMUYXdlI5NdhQmAKydblanWaLzN4x6/dSbnjCrkskmdGEw0HoNXvgmPzIANT8P5n4e718Pcr3dLUQI6l0U6kDwMycKQLLwkD0OyEF1xsuvnvNHF/PijZ/PYJ2f00BmljryWvCQPQ7IwJAtDsvDqSh5ZnhkT0mOiR1VUVHT4vhOHWAUBv095dtcAuPG8kTz6+s42264ATBlWwPNfuKhj36S1Ht55FP7zCEQaYdpNMHceFI7q8Hmeqs5kkQ4kD0OyMCQLL8nDkCxEV5zs+snw+7hh5sgeOpvUkteSl+RhSBaGZGFIFl5dySPTtWzQvQogVdKqMNEZF48v4fkvXMjYklwKsjM8t+WEAqz+1lWn/uTRVlj1R3jjx9B0FCZdC5d/CwZNOvljhRBCCCGEEEKILnCWcgT9vlPqUXG6SWHiOJRSnDOq6PQ+aTxmLdV4/X+gtgxGXwJXfgdGdL6LqhBCCCGEEEIIcSqcwkRvWMYBoLTWqT6HUzZz5ky9atWqVJ/GyWkN21+CV78HlVth6DS44tsw7nLoBdUpIYQQ/Y9SarXWWirfPaDPjEeEEEII25f/tpYX1h+iMDuDdf99dbd9n46OR9Kq+eXevXtT8E3fgt9fBU/dBLEw3PB/8NklMP6KlBYlUpJFLyZ5GJKFIVl4SR6GZCG6Qq4fQ7LwkjwMycKQLAzJwqsreTg9JnrDVqGQZoWJ9evX99w3K18PT3wE/u/9UHsAPvAw3LUcpnwIfKmPvUez6AMkD0OyMCQLL8nDkCxEV8j1Y0gWXpKHIVkYkoUhWXh1JQ9nKUdO0H+Se/YM6TFxuh3bBa//ADY9C5mFcNV3YdYdkJGV6jMTQgghhBBCCCES24VmB3tHSaB3nEV/UFcOSx+CtX8BfxAuuRcu/BJkFab6zIQQQgghhBBCiISQXZjIkhkTPe/8888//U/aXA1v/RyW/wbiEZhxG1z6NcgbfPq/12nULVn0YZKHIVkYkoWX5GFIFqIr5PoxJAsvycOQLAzJwpAsvLqShzNjIuDrHZsxpFVhoqCg4PQ9WbgJlj8Gb/8cWurgrBvgsm9A8ZjT9z260WnNoh+QPAzJwpAsvCQPQ7IQXSHXjyFZeEkehmRhSBaGZOHVlTyc5pf+XlKYSH0Xxh60aNGirj9JLAIrH4dfTIdXH4RRs+HOt+Ajv+szRQk4TVn0I5KHIVkYkoWX5GFIFqIr5PoxJAsvycOQLAzJwpAsvLqShzNjwpfCnSLd0mrGRJfE47D5OXjt+1C9B0ZeADf8CUpnp/rMhBBCCCGEEEKIDnN25fD1khkTUpg4Ga1h52JY/CBUbIRBU+Cmp2HC1dBLqktCCCGEEEIIIURHJZZy9JJ/0qZVYaK0tLRzDyhbZhUkyv4DhaXw4d/B1I+Cr++vgOl0Fv2c5GFIFoZk4SV5GJKF6Aq5fgzJwkvyMCQLQ7IwJAuvruSh7A/Ze0uPCaW1TvU5nLKZM2fqVatWnf4nrtgMr34PdrwMOYNgzn1w7q0QCJ7+7yWEEEJ0A6XUaq31zFSfRzrotvGIEEII0U0WbirnzifWcNXkwfzulu4bLnR0PNL3P/rvhCVLlpz4DtV74bnPwa8vgn1vw+XfgrvXwazP9ruixEmzSDOShyFZGJKFl+RhSBaiK+T6MSQLL8nDkCwMycKQLLy6kkcsbv3X30vaE6TVUo7a2toT3+HFe6DsHbjwS3DxVyC7uGdOLAVOmkWakTwMycKQLLwkD0OyEF0h148hWXhJHoZkYUgWhmTh1ZU8xg/KBWDuxIGn63S6JK0KEyf1vh9DRjYUDE/1mQghhBBCCCGEEN1i4pA8Vj9wJcU5vWNlQFoVJkKh0InvUDKhZ06kFzhpFmlG8jAkC0Oy8JI8DMlCdIVcP4Zk4SV5GJKFIVkYkoVXV/MYkNt78pTml0IIIUQ/JM0ve46MR4QQQoj2SfPLdmzbti3Vp9BrSBZekochWRiShZfkYUgWoivk+jEkCy/Jw5AsDMnCkCy8+lMeaVWY2L59e6pPodeQLLwkD0OyMCQLL8nDkCxEV8j1Y0gWXpKHIVkYkoUhWXj1pzzSqjAhhBBCCCGEEEKI3kUKE0IIIYQQQgghhEiZtGp+WVNTQ2FhYTeeUd8hWXhJHoZkYUgWXpKH0ReykOaXPUfGI6dOsvCSPAzJwpAsDMnCqy/kIc0vhRBCCCGEEEII0eulVWFi6dKlqT6FXkOy8JI8DMnCkCy8JA9DshBdIdePIVl4SR6GZGFIFoZk4dWf8kirwoQQQgghhBBCCCF6FylMCCGEEEIIIYQQImX6dPNLpVQlsK8TDykBjnbT6fQ1koWX5GFIFoZk4SV5GH0hi1Kt9cBUn0Q6kPFIl0gWXpKHIVkYkoUhWXj1hTw6NB7p04WJzlJKrZIO5RbJwkvyMCQLQ7LwkjwMyUJ0hVw/hmThJXkYkoUhWRiShVd/ykOWcgghhBBCCCGEECJlpDAhhBBCCCGEEEKIlEm3wsRvU30CvYhk4SV5GJKFIVl4SR6GZCG6Qq4fQ7LwkjwMycKQLAzJwqvf5JFWPSaEEEIIIYQQQgjRu6TbjAkhhBBCCCGEEEL0In2+MKGU+oNS6ohSapPr2DSl1DtKqY1KqReVUvn28dFKqWal1Dr7z2P28TzXsXVKqaNKqZ+n6mc6VZ3Jwr7tbPu2zfbtmemYhVLqE0k/c1wpNT1Ns8hQSv3JPr5VKXW/fbxfZAGdziOolPqjfXy9Umqufbxf5KGUGqmUet3+u96slLrbPl6slPq3Uupd+79Frsfcr5TaqZTarpR6j32sz+fR2SyUUgPs+zcopX7pep4+n4XovE7+XunXYxGQ8YhbJ68NGY/IeCTtxiOdff+1b+uXYxFI8/GI1rpP/wEuBc4FNrmOrQTm2F/fDnzP/nq0+34neM7VwKWp/tm6OYsAsAGYZv//AMCfjlkkPe4sYHcaXxc3AU/ZX2cDe4HR/SWLU8jjLuCP9teD7J/b11/yAIYC59pf5wE7gMnAj4Cv28e/Djxkfz0ZWA+EgDHArv7ye+MUssgBLgbuBH55guftc1nIn1O6fmQscup5yHhExiPtXRcyHkmT8cgpvP/227HIKebRb8YjfX7GhNb6DaAq6fBE4A37638DH+no8ymlJmC94N88LSfYgzqZxdXABq31evuxx7TWMfcD0ygLt48Df0s+mEZZaCBHKRUAsoAwUOd+YF/OAjqdx2TgVftxR4AawLNXdF/OQ2tdrrVeY39dD2wFhgPXAX+y7/Yn4Hr76+uwBoqtWus9wE5glvs5+2oenc1Ca92otX4LaDnec/bVLETnyVjES8YjhoxHDBmPeMl4xCJjEa90Ho/0+cLEcWwCPmh/fQMw0nXbGKXUWqXUUqXUJe089uPA37VdWuoHjpfFGYBWSr2ilFqjlLqvncemSxZuH6OdgQDpk8U/gEagHCgDfqK1Tn7T7G9ZwPHzWA9cp5QKKKXGADNoe930izyUUqOBc4DlwGCtdTlYb5BYb2ZgvTHudz3sgH3Mrc/n0cEsOqLPZyG6RMYiXjIeMWQ8Ysh4xCutxyMyFvFKt/FIfy1M3A7cpZRajTUFJmwfLwdGaa3PAb4KPKlcaxxtN9L+G0FfdbwsAljTfj5h//dDSqkrkh6bLlkAoJQ6H2jSWm9q57HpksUsIAYMw5oe919KqbFJj+1vWcDx8/gD1hveKuDnwH+AaNJj+3weSqlc4FngHq113Ynu2s6x5De5Pp1HJ7LoiD6dhegyGYt4yXjEkPGIIeMRr7Qdj8hYxCsdxyOBVJ9Ad9Bab8OaGohS6gzg/fbxVqDV/nq1UmoXVqV+lX3faUBAa706FefdHY6XBdYvt6Va66P2bS9hrXN71f7/dMrC0e6LNs2yuAlYqLWOAEeUUm9jTRXcbd+332UBJ/ydEQW+4txPKfUf4F3X//f5PJRSGVhvfH/VWj9nH65QSg3VWpcrpYYCR+zjB/B+QjMCOOR6rj6dRyezONlz9eksRNfJWMRLxiOGjEcMGY94pet4RMYiXuk6HumXMyaUUoPs//qABwCn4/VApZTf/nosMAH7F5yt3fV8fdnxsgBeAc5WSmXb6/fmAFtcD02nLJxjNwBPtfPQdMqiDLhcWXKAC4Btrof2uyzghL8zsu0cUEpdBUS11v3mdaKUUsDvga1a65+6bnoBuNX++lZgvuv4jUqpkD2VdAKwwvW4PpvHKWRxMn02C3F6yFjES8YjhoxHDBmPeKXjeETGIl5pPR7RvaADZ1f+YAVdDkSwKmifBu7G6mC6A/ghoOz7fgTYjLVOaw3wgaTn2g1MSvXP1BNZ2Pf/pJ3HJuBHaZ7FXGDZcZ4rbbIAcoFn7OtiC/C1/pTFKeQxGtiO1XhoMVDan/LAmjatsTrir7P/vA+rK/6rWJ/GvAoUux7zTawO2NuB9/aXPE4xi71Yjcsa7Gtpcn/IQv6c0vUjY5FTzMO+v4xHzP3nIuMRkPFI2oxHTvH9t1+ORbqQx176wXjEudiFEEIIIYQQQgghely/XMohhBBCCCGEEEKIvkEKE0IIIYQQQgghhEgZKUwIIYQQQgghhBAiZaQwIYQQQgghhBBCiJSRwoQQ4qSUUhcppS5J9XkIIYQQIn3JeESI/ksKE0IIlFIxpdQ6pdQmpdQzSqls123nALcBy07w+MeVUpM78f0+pZT6ZdfOWgghhBD9iYxHhEhfUpgQQgA0a62na62nAmHgTucGrfVarfVntNaR9h6olPLbt2/pqZMVQgghRL8k4xEh0pQUJoQQyd4ExgMopT6plFphf3rxG6WU3z7eoJT6rlJqOTBbKbVEKTXTvu3jSqmN9qcdDzlPqpS6TSm1Qym1FLjIdXygUupZpdRK+89FCCGEECLdyXhEiDQihQkhRIJSKgC8F9iolDoT+BhwkdZ6OhADPmHfNQfYpLU+X2v9luvxw4CHgMuB6cB5SqnrlVJDgQexBgBXAe5plg8DP9Nanwd8BHi8O39GIYQQQvRuMh4RIv0EUn0CQoheIUsptc7++k3g98AdwAxgpVIKIAs4Yt8nBjzbzvOcByzRWlcCKKX+Clxq3+Y+/nfgDPv4lcBk+3sA5Cul8rTW9afpZxNCCCFE3yDjESHSlBQmhBBgr+l0H1DWO/OftNb3t3P/Fq11rJ3jqp1jDn2c4z5gtta6uWOnKoQQQoh+SsYjQqQpWcohhDieV4GPKqUGASilipVSpSd5zHJgjlKqxF7/+XFgqX18rlJqgFIqA7jB9ZhFwBed/1FKeQYkQgghhEhrMh4RIg1IYUII0S67q/UDwCKl1Abg38DQkzymHLgfeB1YD6zRWs+3j38HeAdYDKxxPezLwEyl1Aal1BZcHbiFEEIIkd5kPCJEelBaH282kxBCCCGEEEIIIUT3khkTQgghhBBCCCGESBkpTAghhBBCCCGEECJlpDAhhBBCCCGEEEKIlJHChBBCCCGEEEIIIVJGChNCCCGEEEIIIYRIGSlMCCGEEEIIIYQQImWkMCGEEEIIIYQQQoiUkcKEEEIIIYQQQgghUub/A0vK0iOMgdJ1AAAAAElFTkSuQmCC\n",
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