diff --git a/Messing Around/messy_nb.ipynb b/Messing Around/messy_nb.ipynb index e69de29..8414209 100644 --- a/Messing Around/messy_nb.ipynb +++ b/Messing Around/messy_nb.ipynb @@ -0,0 +1,270 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import scipy\n", + "from scipy.interpolate import interp2d\n", + "from mpl_toolkits import mplot3d\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "x = np.linspace(-1,1,10)\n", + "y = np.linspace(-1,1,10)\n", + "\n", + "XX,YY = np.meshgrid(x,y)\n", + "\n", + "Z = np.cos((XX ** 2 + YY ** 2)*5)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "7d8f779df98b4f9cb839fd0a1be814fa", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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", 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\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "n = 5\n", + "\n", + "fig2 = plt.figure()\n", + "ax2 = plt.axes(projection='3d')\n", + "\n", + "ax2.scatter(XX[n,:], YY[n,:], Z[n,:],cmap='viridis', edgecolor='none')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "interpol_fun = interp2d(x,y,Z,kind='quintic')\n", + "\n", + "x2 = np.linspace(-1,1,100)\n", + "y2 = np.linspace(-1,1,100)\n", + "\n", + "XX2,YY2 = np.meshgrid(x2,y2)\n", + "\n", + "\n", + "Z2 = np.reshape(interpol_fun(x2,y2),[100,100])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "13a8b08bf612438f8b68aae47fc15736", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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hGgghaGtNEv0K1cJfwHceR6e/Tao7CDGF5/0YjvvCDc7/zkKndzq2bmpqimq1uiEh2nHH8lYhY1h/bJ0VhBbLxxcrAC2W73Nu1dtvPQfw2rVrHDt2jD179vDkk09uyI28IP4XpFtHAwrDkoqZdbKWKB3jYWjTBCYZtkkJTeb0+TmxJ4CONhTGYr0JRRZVh/1iKF5CUwCyvngNnTItPRRrq25DI/GMwc9dl6T3/6Ly2e60EEKgjCHKjpjV8L+n4jyNaxZJzQKgSZJ/gef9h/iFn0OKwj1dr3FuNrauX2kshBhpSn03Y+vgxiHr/LGsJwiTJCGO48HjVhBaLB9frAC0WL6P0VoTx/FNe/vlHcA0Tfnoo49YXFzk05/+9KBY4a73n14gbf0F3PJfx+c1YoZOoyFFaxchJQ3dAqBjFNXesQK0jIMyitmxOoh57bBXKGTufDpGEiHoGEO5t7xj8vvLRKAvFONEpkCkEna5Orcs+z8loWtKlESblLxTqmipU1Tdl0DNDc8qfYt6+6fZVv67yJ7LeT8aVt9obF2tVmN5eZlz584hpRyZY9zvSXgrbiUA1zuWcUHYTzfoO4TjgrBfZWyxWB4OVgBaLN+H9EO+SZLcsrdf3wFsNBocPnwY3/d59dVXKRTu3sHSOqHb+n8jkt9GkKAbPwl0RtZxBTRQFIyH6uUCAnRRlJEkBhomBQTTxgyqe0MjiBE0jWAyd0ptkwmNBQUHRBba7ep4pCikrhMmZbzmeEPj0jSw3YSD/XS1B73jWtURRWFIzHg8OmJRJWyhAmQi1ohJwvQ7LLT/LNvL/ytCPJiP2fzYuv3794+MrVtYWODMmTO4rrtmjvF6aK3veXRdvno5LwjXcwjzVcYWi+XBYAWgxfJ9htaaNE1ve5ybEILl5WWOHz/OgQMHePzxx+/5Rtxt/WfI5OuD3w1tUmMY32xkUsb9uK5RlPFoaAk9x61joNp7bltnPyxpQUUIHJG5dpGOQGTisGFKTIoOmnSkuEMDK7rIlBwVo5lTKKlpyaxjMAbCnChVKBIgweltpY9gKTmP6z3DJN/p7SNrGROmb1EL/wdmiv9FtuYDFjfrja3rC8LxsXV9h7Av+u/UAbwVtyMIpZRrikqsILRY7h9WAFos3yfkb6r9G/itbqD9nm9aa1544YVb9gK8FVpHtFp/Axl/nfEajRUlmHFGRaCHoTWWf5gg0NqMhG9XjaBieq6eEYBBI6lpwayjiYwY2d+CiqkKkINMviGnY5/P5szN2AhUT2guKI8tMkLhY8aeW1ce7ph7KMUuUtPiSnyCicKzCP0hqRkKx0b0j/CdF4G9N7lqDwbHcQbOH2Sj//pNqa9evcrx48cpFotMT08TRdF9mVDSJy8I++Hx9QTheA6hFYQWy8ZhBaDF8n1AfpwbrB0Fth61Wm1Q5XvgwIF7Fn/GGOorzxHpEIPDlBy01UMbSc1AFcX4JNxV7TM5UhugWTGC2OiBqFNoWsahKgxRLg+vZQyzQKgzUdhHmYS69pBiVMRpAkIgMh5B77HQDJ2pBIfIQGh8GBOAKZN4YgJjzg7PWWynH/q9mij2OJLUtEaetxT9Bor/By53P3P4fuA4zsjYujRNB4Kw0WgMvhw8iLF1/eOBUUEYx/ENx9ZZQWix3BtWAFos3+Pke/vlE/FvhDGG8+fPc/bsWQ4ePEitVtuQ6sww/JdgunQRGDRoyXRPWy0rD1DUlWFbvtACwYoSYwIQmlqR9po/92kbKBtIjRkoy9gYYiOIGBWAQsB8CtWx4pGOzlrZLKop9riLvW2M7nxFV1EmXeNgxmIPsakywVAAJgytxFV1jR3ei8Tq1Oh1UQ1a5X9BEP259S7bxwbXdZmdnWV2dnbgJs/MzFCv1zl37hztdptKpTIiCO/X2Dq4sSCM48yFtYLQYrk3rAC0WL5HuVlvvxsRRRFHjhyh0+nwuc99jsnJSRqNxh1XqUbx67Q6v4IxbZQ6TbX0/yKK/jUKMD3l1DWaKSMRAprGARQN4zBjBG6vErejXTpGoYzAEcNj0GiEGD2m2GhCk7MVycRCXQuSdQ6/od01AnA5zcTetdRlt5NtKjGj12xRK0qAv2Z83ASXwzmeKwTQawYT6tGQ8JW4SVWGY8cdEhXeIlI/CDy29kA/hhhjcF13zdi6vkM4Praun2t4v8bWwagg7P+LomggCPvFTsVi0QpCi+U2sALQYvke5Fa9/dZjaWmJI0eOMDMzw6uvvjpwb242CWQ92vG71Np/Gyd9c7Cs0f7v8EhGxZSAthFUhCE2eqDbmloPnMG2KSME1HSBWac7eGrHeAjUSMsWIww1vfYc2waEMWscu6Yp0NEhJTkM5XaNAyKTby3jUhUpqVm7zVUt2TrmSrZ1Qmi6aPkppH4HgFCPhntTCijxGRwzvDZRLyS8WvhnGPNjD6wq+F5YrwgkCAK2b9/O9u3bgdGxdSdOnCCOYyYmJgYO4cTExH2dYwyZKOyLwYWFBS5dusTzzz8/cMI9zxs4hLfzN2KxbCY+/p9EFotlhNvp7Te+/pkzZ7h48SJPPfUUu3fvHnnO7cwCHmzLRFxa/UtI4TORW26ISKEXih3S0YayAHIVtR0jmO6Fa1f7zqAORgRgS/tIofBzywBWNThjwixz/8bne2RtXJZViZJcHSxLc8e3pAKqMiVZMwQOFtIJtrqjlcKrabaducRjlwMgaaul0SeKKh+FKZ8MJFm1sCTUjWzfzlWuh7/BruL/bc3+Pm7cThXw+Ni6vCDMj62bmppiZmbmvo2tGxeErusORGEYhoN1rCC0WEaxAtBi+R7hTnr79el2uxw+fJg0TXnllVeoVCpr1rkTB3Cl+y9J9NXseNwnEfrk4LHUjDZIAUjQNHQJIXJ9/oxA9/RmW2d9/qKxPLyWDgDN9LgAVCVmxlq4aAQdXWRqbN3Q+MynDnu9oQDUuWrhRVXigNvOHMDcZTQGrqsJnmYR0WtSIyjT1k0ALsdX2V2aJqthjsaOpchiegVTfAGh30WKacg1urnU+YfMBn8Q/z7MEd5I+u+v20UIQbFYpFgssmvXrjVj665cuYLWes0c440UYPkvROs5hOOCsC8WrSC0bFasALRYvge4m5Dv3NwcH374ITt27OCpp566YTjudh1AbRKWOv988Hskpsm3ig4po02IFKPFGFdTMebaSUKjew2as3MwQtDR3iBc29ABBjCmNtI25lo6yZTbGWnunBiHZVUeEYDaQGQcIjy62qUoU7SBvNaLcGkYDzN2HRPjYHBp6ykqcrl3jbbTz/szGBLxCXzqwLWx52YneiYqcNADISaA2uBxg+ZY6zd4fuJPrL3AHyPutQ/gemPr2u32QBBevHgRYEPG1vXRuQky48eyniDUWg8EoZRyTVGJFYSW73esALRYPub0Xb/bDfkqpTh58iTXrl3jmWeeYefOnTddXwgxEJY343r3WyCqg99byTECWUL0Jny0zA7Q16g4o65YyzhMjrVU6RiBO6Y5G9qnJBNiI0l6H00xhV7jlkzUtU2RyAQUxXAfkXGZTyd41FseFI4kxoFeaHdJldkrV+kaf821m0sLsKbYJNv39bTKQT8TgIYJYHH4vNiwx1/rpoY9a/NyvMSTwUEEBfIC0BEVTrS/wifKP0bRmVrz/I8L96MRdKVSoVKpsHfvXowxNJtNarUaKysrg7F1eUF4u2Pr+txIAK53LOsJQqUUSinCMLSC0LIpsALQYvmYMt7b73ZuQK1Wi8OHDyOl5NChQ5RKpVvu53YdwIvtf8ukHGb+GWKM8zRCvQ9IFlMFprRGANZUiQkZjjh5HS1wRTCyXkdnPea6ethrrqWnCJxszm7S69fXVNMU5dxgndB4KFzaZpqKWAGGIg5gSVXY662ObLfPsiqyZSzXLybbz+WkwEE/y1FUjI5Mu5JcZ6t3YM322np47gvpHrZ7o0UiUpRITZ0PW/+Kz07+6TXP/7iw0QJwHCHEmrF1fUG4uLi4Zmzd1NQUxWLxpsd0uwJwvWMZn2OcF4T5PoT9KSX9OcZWEFq+l7EC0GL5GNLv7dfPzbudm83Vq1f56KOP2LdvHwcPHrztm+Ht5AB20wWWondx/UdGwr4JRQJAygNEpgN4JCbAyzl0DV2kazxKuabMMZKOGW0JHfc+jjpmKNRWEo8tvch12Fu+pApsy2m5js62M5dUeTzIBGCUE4CrukBsAkKz9uOubQImTRc35wL2xaNCYsRBhDlBbMbD54aaXjsruamGgu9Yd54Zd+vYGtlzTrV/i2cqf4SSc2/Nt+8X91sAjiOlZHJyksnJSQ4cOLDu2Drf90fmGI/Pqr5bATjOzQRhmqaDx8dzCK0gtHyvYQWgxfIxop/rV6/XqVQqt+X6pWnKRx99xOLiIs899xxbt46LjptzOw7gte7XAcNKMscud9h0uauuEwCJ2A6cB6CpJTM9vZSaAI1DUxdG2rFk6xWBXN6eMETaHxGALZMVZQgxdAibWtJRHiUn215WMALzqcfjPVMxHhF7koVkGzGjTh9Aoh2aqsC0OzyOUA+f2zA7meQE0TrXZymZopJ7aSQFOnq4D4VmSVXHnpWdgybhWOvffGxdwActAMdZb2zd6urqYGzdiRMnKBQKIw7hnRau3C43EoRpmpIkyYggzM8xvh/HYrFsJPYdarF8TMiLv3feeee2xF+j0eCNN94gDENeffXVOxZ/cHsO4LXu7wIQmw6eM5xrm+hrGLGbdi682lDD0G7HZCHovkjrY4BasjY8vZhO0NJDZ9AIQV1l4ddOznFbVln+nTHQ7i3XQtJQ2c/RmNu3kJbWTPwAiLTHtWRqZFlePJ6Pur19j4a1AT5st3FyOZGuXDvq7Wo8Sb7EWDN0Ek+3f5uOWlnznI8DWuuPlZvlOA4zMzM89thjfOYzn+Hzn/88Bw8exHEcLl68yOuvv87Vq1dZXV1lYWGBJFk7A3qjyI+l6ws+IQRpmtLpdGi1WjQaDZrNJmEYjjj5FsvHCesAWiwfA/Lj3BzHueUN2BjDpUuXOHXqFI8++iiPPvroXd+wb+UAttIVVpMzwwViB3BpeOxyHytxY/B7iI82IAW0esKwpQsYIwZFGsoIVtKAybG0vMXUozvWKLmmSky7XVp6KBgHQk/76Nz32IWkyoQTEo3l+zWNwTdyTbPorvFYTKo8UZjHE9lNOso5kItpA1nYTUs1R54nkKykLYx4Esy72TIxAYyuNxcn7Co/Raw/yq5VToQqYk60f4sXJv44HzcetgN4K/Jj6wCSJOHYsWMkScL58+f58MMPH8jYOri1Qwjrj62zDqHlYWMFoMXyEFlvnFtfAN7oJhzHMR9++CGNRoMXX3yRmZm1ztOdcCsH8HznHQpyOx2Vib7IuCOhg8ikrKTzI8+JjEtRpDRU76aIJDQTFMVq73GfmvY5MBzrmy1HDCqA+7R1gDHQzIm6ft5fZ8xZXO2JxHEH0AhDwxSoMDq6raMCFC5z8SR7g6xadzzfr8vjdPSZkWW+nEZjuB5X2T7YVZFxAdhOY67G29nqZgIwHRPal8OzPFluUHYm+DjxcReA43ieRxAETExM8OijjxLH8aDlzJkzZ+h0OoOxdX1BeD+mlMCNBWGSJMRxPHjcCkLLw8YKQIvlIXGj3n75G8f4TbhWq3H48GEmJiY4dOgQvu+v2e6dcisH8Hz7HapyGnoCsJGuMpUXbWZtC5mO8SiSjoSGa2mJop8JwI6eRCOJjEchVxzS0QHj9+UYh7YOUDnZqYVDqF1aevQjrGM8UiMHBSV5VpIyFWdUAPZD0wvJBHuDGsqIkTAtwKV47TV2xSRg+LDdZMekjyFGs3a9huryTjPlD06WQbZJx1plxzrlO6tf4/fNfGnNcx8m32sCEEaLQHzfHxlbF0XRQBCePHmSKIoeyNg6WF8Q9h3/viis1+vs3r17IAj7VcYWy/3ECkCL5SFws95+/RtF/oZmjOHcuXOcO3eOgwcPsn///g27QdzMAUx1zOXuEZ4s7x4sq6fzzPgltMkKHkKzhaLj0FWXB+u0tM+M7NLNhVObqUdfI9V6xRFt7VPIFYc0VYEJKZBiWJQhhGApXTs5YyUtE45VEiMk18by7rLzkMzFk+wr5JoyG2cg9moqcw6TNdW+sKoDCvjonHsoKAMtuibFlU+Q6A8HTaD7OHh0dfacdvgY5dIRYjOam5YYxburX+fQ5I9QcG7dsudB8b0uAMcJgoAdO3awY8cOIJuQMz62blwQ3i9Hrl8w0qfZbHL+/Hm2bdu2rkOYrzK2WDYSKwAtlgdIvrffjca55QUgQBiGHD16lG63y+c+9zkmJyc39JiklDcUgFfDY6QmJlT5xw2u3EussjFwdeUj5HbICcCu8UgpYnKuXZQb37GUZs5bWwVscduD5W0d4CqXijs61m0+XRsiXdXFdQXb1WQa1xl1NLvaYzGZQBmBM8hDHIrTCJ+WCljPBzUUKTiP0FHDsXeKApC1fKmpWSqCNZXCQa5n4qmoyPMliMaKSSKtiEyXtxv/ni9M/8Q6e384fL8JwHHGx9blBeGVK1dQSo00pe5X5N+v4+67fjDqEPYFYT81JF9l/L32+lg+flgBaLE8ILTWpGl6y3FueQG4uLjI0aNH2bJlC88///x9SWQXQtwwBHyx8z4AjbRDJXf/M2J68PNcnDDpjU/FkKwko6JNY+goj0CmtHS2sYYabbDc0T469aiMnWZNFSk6as266x11TZfY6rRHlnWVh0HSSItMe53e8Yy6h3PJBDPu2lYxyvi01CySoQCM9FB4nuwmvFiCrh5191xRht4ElMsm5gW1i9CEI+tEvee8vfrveXnyD+DL0ZzGh8XHSQAaExMlv0WqjuHg4zp7cN0fRsjZkfXupRF0qVSiVCqxe/fudcfWGWPWCMKNuj79wq/88eR/v5Eg/OY3v4mUkh//8R/fkOOwbD6sALRY7jP5D/D+jfVmN4/+Y2fOnOH69es89dRT7N69+77dkG+WA3ip8wEAK8kK1cDBkImwyEgkIPC5EjUIjWD7mBm3nK5tlLySVqg4IaYXog1NQGokbq8Ct6N9Otph79jzWqpI0RmdqpEYB2UEYuye30oLbPVGBWC/KngpqQwE4Hixx3JaYcJdm8+4VGvRFIJnhpqXbs4QvR638Sq7aMejrqUjipAbgbcc7yNyzo0dV9TbXov3Gt/k5ak/sGb/D4P71VPvTmlGXyWO/hu0ycbwlZ0XiJO/R8z/l6D4X+N6PzpYdyMbQY+PrWu1WgNBeP78eYQQI02p73RsXZ5xAbje8fQf7/+daq35yle+wsTEhBWAlrvGCkCL5T4yXuhxO9MCOp1MoKysrPDKK69QqaydObuR3CgHsJnWWU6ywg+FouBso6uuZ4+pBpOAI/eh0MzHNXaXqqRmWAXbEVUYc7yaem2YNdQeFSdCm0yoaQRZDt9wzeW4zKzXGqkYNgg6OqA81mC6o3y0KSDFcN9Rr1hkPpnkIAu9/Y6KhZoqs8eMijgAWaxwoV3nWV3EyOzx5c6oGI3NIzRzIfDs+EYdxmNdwb6KBIYis6OHeYVvrf42L078MJ58+B/LD9sB1KbDlfZfA3WOYm4GMyZ7/yGKRPFvkCS/jdFLBMGfwRhBJfgvka3zQJfU/TGE958i7nHmshCCarVKtVpl3759Nxxbl3cIbzW2buRceyHg2z0WyPoidjqdW875tlhuxsP/pLFYvk/J9/a73UHyc3NzfPjhh0gpefbZZ++7+IMbO4AnmicIZJlIZ26aK7dATwDWk3mmPJ9UbIX+hA21HeRQAF6PS0y6ozOAI+OBHr0O3Z4AbKsAIyQC0KaMFEORVVdFUlPCE8MQbWqyKR5ld1QARtqlpcpMuHkBmN1g62mZREs8qemOCUCFQ12VYaxSt0smRQvu43T1UQA6jDqFx1eBYHSZHmtFkxBQkgdp6xMASDzSXFFIqLu8UX+bH5w5xMPmYQpAZVpcaP5ndNIPmPU+NXg5pNiCMYsk8nMsJ8fZ5ryHpo2kRNr9Mzz6mEfZ1bi925pM/zfS9OsI7w9hxOPgb4y7Oj62TmvN6uoq9Xqd+fl5Tp06NTK2rj/H+Ibn2/t8uFPa7Tbl8triKIvldnn4Hr/F8n1Gv9AjjuPbFn9KKY4dO8aHH37Is88+i+/7D+wGfKMikJPtExSdYY9BzfAmZtB4zr7R5syd0ebL83Gh5+YN0TDSGgaGkzxaahgybqrhjS3REmVcmmOVwLF2aCRrBXKoPRbi0YrafLHIaq/iNzVr8+06am1PxdUkc+lq6dRgWWusmnch9RBjLWnCZPSaegRcDYd5a54cPUZfFvitpW+g1mmr86B5WAIw1Z2B+ANwc+8fV+yhLZ5lMXmPsrMfyL6YOM6n6QJCRng91zU1WYW15Dokv0op/st4nT+B0fUNP2YpJdPT0zzyyCO88MILfOELX+Cpp54iCAKuXr3KW2+9xRtvvMHx48eZm5sjikYLgW4VAr4R7Xb7gXxBtHz/YgWgxbKB9EO+/Xy/2xF/rVaLN998k0ajwaFDh9ixY8dNK3M3mhsVgZxqHccVwxtMNObcGTHDQjgUK6Y8XNcRRRo6WJNnJ6WgrkaFT6s3Oq6VGyG3mssfDHuCsRaN5hRGxmUlXts6JdQe18NRxyUvAJd7ojHSa/v2LcWza5YtJ5mTeKaX+OeJKumYA1gKpqh4j40sq7dH8xDRDq8thXgiO2ZXjB6jJwKWkxXeXn1/zTE8aB6GANRG8d36L9BJjwyWCfourkvDzLCaHgOgOBDPFWJ9CdA4pogUGo2kY3yc3vHH2kEI8M1xgu6Xbjn3+l5Zb2zdk08+ied5XL58mddff5233nqLkydPsrCwQBzHVgBaHgpWAFosG4TWmiiKSNN0UKl3q3FuV65c4c0332Tr1q289NJLlErZje1BC8DxfS1GC9SSGoahKGuqsXy+bsrlzjDkO5cbB+fJrAFvR60VWc2xyt/QBETaGUz3AGiooZvWF4Ar6ehNMtIeoXFpxENhqIwgNS5d49FKg9zy4XMX4qwHYXedy3ui6SNyrlMgKiQmW/FCt40vpvDk2jY8koDVeNQ9dMuj4jSONKHRRJ2sxEWYUSfUFdn5f3Xx36PNw50d+zAE4NHm/0hLnSAfghe9ySpNXiE1w5QA2SsK6YgX0OZKtkwV0cZwLU1wc8ce5CurzRKi+2fv41msxXVdtmzZwuOPP85nP/tZPv/5z/PYY48hhOD8+fNcvXqVhYUFTp06xeLi4m3PMe50OjYEbLknrAC0WO6Rfsg3iqJ1GzuvR5qmHDlyhFOnTvH888/z5JNPjuQBPUgBuN6+TrWzPLU45/qtxCvkGywvRy1aTjr4va27BHJr9kuvTcxqOiqCjIHVZG0+VD0tj4x1aymNMtm++sIwQqLNcP9d5fWOIx8uzjl9PaFnDCNTRFZVmVg7JGNOkDKC1VRTcYZNr3052spGiv29JtCjaOPyUXN0ex01OnUkCLJrcbabCchOe/RGL3o5g/PxIu82Dq/Zx4PkQQvAC53/g0vdr1KQo9fW6AVS+RInwvPAcm+pA+YqWn6Sbq5oR6hJlnRKRIrba9ptjCFAUdMJNS0xgKffwkT/x4M5sXXwPI+tW7fyxBNP8NJLL7Ft2zampqYwxnD27Flee+013nnnHc6cOcPy8jJpmq7ZRr9VjXUALfeCFYAWyz2QH+kEN+7tl2d1dZU33niDOI559dVXBwPt8zzsEPCpVtbzrpW7+cQmxsv1/3OKW0bcMgDXyaoSI53dyGtpmfymI+3SUWsFYDMt0M3lBgoh6PaEX7fnIgohaefyAPvuYj0nKONc4UUj7Yd6147VqqWTa1+n3nOV3jY8RzEqYOvpJIa1x59oyel2SEEOXcBmOprrpXsu5OFuQkHOMlGZHnm81RwWuHxl7rfWvfE/KB6kAKwnJzjW/DsABGLo5jqiDKLMh90lBJJUZwVIRbkLkFyMm5TE8PVO0hJNo3EBKfrXTtA0LsrEpCbEFRJXQCH9a4jktx/I+d0OExMTPPnkk7z88su8+uqr7N27lyRJOHnyJK+99hrvvvsuZ8+eZWVlZfC+aLVaVKvVe9rvt771LX78x3+cXbt2IYTgN3/zN2/5nN/7vd/jxRdfpFAo8Oijj/Krv/qr93QMloeHFYAWy11gjEEpNSj0uN2Q74ULF3j77bfZvXs3n/nMZwiC9Rv/PmgHcFwAnmlnArCWjDZGjjvDG3TCFqru1pHHE5MJtGavIEIjRwpButqnma4NC3eMn1UI52j3cgI7arh8KRqKr74AzIeO8w2aG708wnCs6ARgPt66ZpnTy8mbC/PHN5p3eLqTosbHzwFhzymV7ANAIGnr0ZB52rvEBkGiH0OI0eOamBgKwvl0iX/+9q/z3nvvcf78eVZXVx/Y+wEenACMdJujzf8F3euX6Mnh6xeIGa6kB0hMxISzBciETyBniMTzdHQNX2QhYsEUTScLC/u54w6NIqWOEIxMeFZGIqO/gs5Nd3lYjBeB9MfWPfXUUxw6dIiXX36ZXbt2EUURx48f50tf+hJf+MIXqFQqnDp1ijiOb7L1m9Nut/n0pz/N3/7bf/u21j9//jx/8A/+QT7/+c/z/vvv85f/8l/mL/yFv8CXv/zluz4Gy8PDCkCL5Q7JV/neTmNngDiOee+997hw4QKf+cxnBjlAN+JhCMC+CLweztNIs3y+laSFzN06i8WhcGqkRQI5mvfWSLNjXomHgjLKVcd2lEdiHDrpqPjpah/FeI5fqfecXG5gkv1sDHR7AjHBxfTm8Ma5fbWNQ1e5hGptt6vFeO1oOV9k4vVoIxw4m2pMlF4MOyOh6sG+euc9F2auoy8ra/odRnq45Lt1Bz328SvE6Pmv7lBs3baNdrvNkSNHeO211zhy5AiXL1+m3W7f12KGByUAf3flfyXWw/nM+VeqwyNcS7L8voozDHW6IuBifKF3oNnjiXgGgiUA/F4uZVu75IPsBTFsppwaicZDdv/6xp7QXXCrKuD+yLqnn36aQ4cO8Yu/+Iv84T/8h6nX6/ylv/SXmJqa4otf/CL/+//+v9/xvn/kR36EX/iFX+CP/JE/clvr/+qv/ir79u3jl3/5l3nqqaf4qZ/6Kf7kn/yT/NIv/dId79vy8LEC0GK5A7TWxHF8RyHflZUVXn/9daSUHDp0iOnp6Zuu39/ugwwBw3DKwPv1c7ii7+AZnFzY1bhDR2wukqRmNBzaLwSZj4fhz7xD1xdz+cINyFw6PaZn2irAGGjnnt/tCTKFHOb1CUGkh+HePCtxeTAFJM9q7BOr0Zuu16t4rqcpZWcXMJpT2GcpWVt53G8V8349RCDxxTrtaXKC7XQ7pKNG893y+Y0AddXlfLHGs88+yw/8wA/wwgsvMDU1xfLyMu+88w6vv/46x44d4/r164ThqNt4L/S/DNxvAXis9Q3OdL5DaobV0k4vdCvFJIvpMLxZyDmDqzogMR0KYhJMDSjQyL1HCnIGY+BcIgZfXrSBQEBofFa1wRcdPDp4HEfFDzcUfKeNoJ9++mn+zJ/5MywvL3P06FHeeecdfuInfgLfX+tMbzRvvvkmX/ziF0eW/YE/8Ad49913b7t4xfLxwTaCtlhug37IN03T2y706Cd1nz9/nieeeIJ9+/bd9k31QTuAMByldbRxlqo7SS3Jku59OUFCJuzaKh58aJzrxOwtjQrAhmoTyB0sJcPk/GZaZLY3mq0f1m2NhYFD5ZFohyA377epJbFxMDlnMBUOxog1wqyZlCk4jTVir5aUCZy1N6ZGIvFEiR3lYRWzpAhkwtWYbcBVwnVeglitdQ9rPcG7kqSUnd04IqDfp65PV422jlmORquJx3smpsbwL6/9Hq/OPIMj5JppFKurq9RqNa5evcqJEycoFotMT08zMzPD1NQUnrdW+N4O/S8C91MA1pN5vlX7xwAkevga9Nu+rKgXETn/ziNGAVJMDabTlJ1p4CJd8SIyN3HGA5aUIDXDXECDQwSsqAYFMUW/ebnCw4t+DuXsRThP36/TvSl30wi63WsxVK1W2blzJ88888z9OLQ1zM3NsX379pFl27dvJ01TlpaW7GSS7zGsALRYbsH4OLfbEX9hGHLkyBHCMOSll15iYmKtaLgZD8MB7O/vw8Z5HvWdQcFvsTBNO85CbfWkwawLrqiymMS4YYdtYyN/pfM4huFNvZ6WMAaEgLYaLezoE2qPSLkjAtAgqI1VEQshSE2ReOza1JMCWwtrHcDVtMC0WHsdu6mkZoojAjDKTQZZjAqUPGirtc+92JQUcrrXFR5NlSuWUTvw3DbjArCtRwXghWaRqbKD7vUUTMcs0EQrroRLfHP5CD88+9zIY/3mw9PT0zz66KOkaTqYVXvu3Dna7TbVapWZmRmmp6eZnJy8bZfpfgtAbTS/s/x3SExEQRYwDK+dMW1c+ShvNZb5XGVqsFz0voB0zHMk5l0AirIIFDgZLvO472DI2vEIFNeUS5A7fomgpkKE0Mje/ppaUJIShMAJ/wa6/M/uy/neirtpBN1ut5FS3nTCyP1i/H3xIL4wWO4PNgRssdwErfWgT9ftFHoALC4u8vrrr1MoFDh06NAdiz94OA6gMYbTtYuspi10OvxoULnK2qZq4ooSnsy+6c9FbTwxqgBr6WhlYoozqPDt9HrzjTeI7qQe3XStY7WSrG250lXltaHeJPs9UmOFJDpYtwgk1ZJ6PHrzbKXD6/1RMwvpNtapxD1ca1DMtSspydFw74WOj2btPhtjbWGWQsOU88jg92Ss919f5P5vV79Bom9eEey67khrkX4lab9w4LXXXuP999/nwoULNBqNm+YP9h+7m/Fkt8N7ja8yF58GoDw2DUWbVc5GBzCAYdj3z5hlBAWuJA79GdGBgEg8R0e3wGTznQvObuo8hgIKuePvaAVCY4xLVcZ0jUDj4YsuLgpjLqA7f+2+nO+tuJMQcJ/+GLgHLbp27NjB3NzcyLKFhYVBr0PL9xbWAbRY1qEf8k2ShMXFRYQQbN26tnI0j9aaU6dOcfnyZZ5++ml279590/VvhpRy4Djeb/o3kcXFRb5y9usQQKUyTT3KPui7alQsBM52Ip0Vfxig6m5jpReWA2iu0/y5o3wCmQ4qfbVwiJWD33P8Oqk/Uu3bZz0B2EwLKEYFUddIEi2JxoQlQrKaFgncUXGVakkn9TFGInoOYV7szUcRJTlLPR5t5RJIn7bSVOROuvoMAP6YiPmg3uFgZfRcPOMzLuc7acr19gxBTz8nYw5h2BN9C/EqX114h/9gxytrrsWN6FeS7tixA2MMnU6HWq3GysoKly5lr1XfQZyZmaFYLK7JBb0f4uJKeJkzneGkj4KTf68IELv5qJulHiS94hAHD2UWSMUh/Jyoc0WXU6HAFwUM1wCQYpaLUX9aSHYeXV1A9GZIOxRYVoZUdJmVHok2xExQFCGp/hpp+pMIdyjKHwR34wC2Wq2HIgBfeeUVvvKVr4ws+53f+R0+85nP3HXKgeXhYR1Ai2WM/Dg3yEY73cqN63Q6vPXWWywvL3Po0KF7En/wYB3A/g3/+PHjrE5loiPOFSQ0xvrZSTFJMzfOzRGjDmcnGYsJ03PixgRevhCknfq01nletE4Fby3xiM3adWtJifU+0trp2qrdxGShvzBX4FJPRh06h7209OiyUs/56yTV3HrjI+oMtbFm1+46rWPaacq35kKCXvuZaMzli3Jh5S9f/zatsdfhdhFCUC6X2bNnD5/61Kf4gR/4AZ577jmq1SqLi4t85zvfWXdW7UaLi0Qn/Ivr/xiTy+0Lcq1wirLK0W5WIOUJh8SsAlBxpgDBsa6mJIfHlJoKy2qRSWdYVFXXhUFLmUBk7+vLiUP/aY6AVZOAKSKMYllHFEWEKxQF0cWN/4cNPedb0f+ieadu60ZNAWm1WnzwwQd88MEHQNbm5YMPPhh8Sfi5n/s5fvInf3Kw/k//9E9z8eJFfvZnf5bjx4/za7/2a/yDf/AP+It/8S/e87FYHjxWAFosOZRSa8a5OY5zUzfu+vXrvPHGG0xNTfHyyy9vyAfz7YjOjSAMQ9555x0APvWpT3EmyZyUds4NW4pbI89Jjc9CNPzoCMccvysdMzp+C+hqb6TRc7YPP/dzQGqcQbPkPrVobcVtU4lBC5g8y/H6UxFWw7ViUfWKSOq9WcISST0ZFVgL4domuwWZbetCa+iKCtaKu246Kopds05IOEnoKkNJZDOEQz1arNJWw99jk/JPLr25Zht3g5SSiYkJDhw4wPPPP88XvvAFnnrqqcGs2rfffhuAM2fOsLS0tGENqf/d0leYj+fQDEW1J3LTb8QjXIzqAEzl2r6UnDJCPsti2sAX2XMFksXeYZWdTEArVaI7uIYCX8SsKA+V07GRSajImMQ4NHFxcImMoK4jWqZAV72NSo9vyPneDv2/8bsJAZdKpXsW6e+++y7PP/88zz//PAA/+7M/y/PPP89/9V/9V0D22dYXgwCPPPIIX/3qV/nmN7/Jc889x1//63+d/+l/+p/40pe+dE/HYXk42BCwxcKwt1//ZpfP9buRGFNKcfz4cebn5/nkJz+5pjruXngQDuDy8jKHDx9mdnaWRqPBomjTTLNQWT2J8Hr3pI6OCGSFSGdCMNSGi+FQFCzHCj93/7reVTwyOct8fHWwrKt8unJUKPVDvlp7pD3hp7SPdIYVxI2wTNVvYsRQgGshWE3KMBZUrSVrBZs2UO8WYaqWWyYGPfgWwyI7y1CQFcxYFe7Fztrvx64IgC4frXb4v04UiE04Mme4z1zLH+khLdfM/ZV0ew7fsZUSu6agq0YFYDeXM1iQPv/66nf5QzufY1dxas3+7gXHcZiZmWFmJgvrN5tN3nnnHbTWnD59mjAMmZiYGISLJyYm7tixOt0+ybdq3wBAmaHQdgXEZILuSrgTyJo5V3PthgrC5WqyBVhAmqwYxJO7uBBfzB6XgIalzkGKlToAJTmL4DJX0yoVmV3HrMYm6h0DYBq4IkDRReBQEh0SPJrhz1Os3HlPvbvhbgVgq9XakDFwP/RDP3TTfNB/9I/+0ZplP/iDP8h77713z/u2PHysA2jZ9PR7+/XF33hj5/UcwGazyZtvvkmr1eLQoUMbKv7g/gpAYwxnzpzhvffe4+DBg3zyk59ESsl365cH6yxFoxWsRWfY8Lmedria6zt3pdvMrSm43AlxxXghiMtqMh4qzb5/xmq4PB5z9lbjgHTMYTQG0nUcwPWWKSOJlEeSq/BN1PDnpdAHBIFc69oaCpSd0eWi34fQwGRv7F1+230+qkUU87mBZvS7dskZnvO7y10mnG109FAY+WI0ZzCQHolR/Mr5b67Z10bjutnovE984hO88sorvPLKK+zcuZNut8vRo0d57bXXOHz4MJcuXaLZbN6yIXVXdfmXc/8M0yveSHLze2VP2HvyOVq5udMlmRdEAce7WZGHMlmzZy0eo18M4hGBcThnBErPZ893plHiGUIcCr1WMG3tIkU289kVEQaJQeMJhScKKAOeSAhYwOgH09Mu31ngTrBzgC0bgXUALZsWY8xglu/NevvlxZgxhitXrnDixAn279/P448/fl+qJe+XAIzjmCNHjtDpdEba00gpeXf1ElW3RDPtEBtF2anQVpnr5+YaG6emgESiehKlqWJKziQdtUrJmSTUmnCdit7leFRMJT1R1I2Hwq2T+pR7ei9OHRLt0IxdpnKfVIl2aEUBpWI3vzli5VFw1KCtCoDpibNO4jEZRIPnD89FUhDTuKIIY4UlDh6zThnHPYsvU7RxKMkyZenS1gVilfXxC9fJDlgMYybkbro6q3btTyrpU5QBeQczjg9gOD34PRhzS71eY+7fWzrF2yvn+dzM/StUGG8CXSgU2LVrF7t27cIYQ7vdHhSUnD9/ftCSpt9yZrw1yVcXv0Y9HTqwsR6OFxQkCBxer5fYVzSDSxJIiHrXdSGtYpjHFQ6pWQEEq+lQQEuadPWzpMKgyd4TRVlgvuewFoVCGUnIBFVWaOkC292Ilp5im9OiqyXg4YiQBB+fDt3kX+MFf2wDr+r69AtA7jSU268CtljuBSsALZuSO+nt13cAkyTh2LFj1Go1Xnjhhfva9uB+CMBarcbhw4eZnJzklVdeGana08DR5jU+MVMehIHLzsRAAJpcnpsx00z7PkvxymBZSc7SUasEIkvIXwoVY6Nu6eqxXDkhiNMizWi4YiN22dozzrpp9vG0GjtM5cy0WDnUuy5jPahJUg9PgnCH7qXpicxWHAwFoBoVYw6z7HdP8Rd3n2F/UMeXCgxofKpOB0MWPuwaF8yH/OHpGFcYujpgRbksJXMccAynurMcbu/FkwVCpVjtVuh3g0nHXEJf+sDQRX1nUTIzKdE9BZQ9PnSh+pNZAP7W2X/PP576T/Dl/fn4vtkUECEElUqFSqXC3r170VrTaDSo1Wpcv36dkydPEgTBIKR8jAuc6wxzyBzhkOSaNhsT4YrnuRR2eST3gjq9cxc4XE2y13PaqQIGTz6NyYfLzSKXkk9QyRXRGIpcSw4jcQiEYi7dRiCza5uYAIhIem5ubGCLk7nY2mgQEtK34AEJwLv5AmkFoGUjsALQsunou379D99bfft2HIc4jnnjjTcol8scOnSIIFgbbtxINlIAGmO4ePEip0+f5uDBg+zfv3/NOV8TbboqGelv58vhDTnKhec6aZmKU2SJldwWKrn/NeeabR4bHRNMK/YpeKPnFCZl6uHwY6iRCrQWSGkGLuK4m5gqh1a09qMrSh1SBZO56LPuCcDVqMDuapY/lhqHPcEKf2TbYQ6WFpl2FVNuF6cXpEwQuAKUCWmqIq6IcKVhxlHQcxcTk02tKDuGvd5pXqpotDlFXXkk2uXK9irXop1clS5z6RTp2Jg3T4wef6o9dnj7uJZc6D3ukReATm5O8JVujX995bv88X0vrbkGG8GdjIGTUjI1NcXU1BSPPPIIaZpSr9ep1Wp8cOEY/9z7Oo84Jej9uZTHioM0Ia+vbiMTw8OcR9Fz8nz5FJ0kqwbu5wXOpdspy5CYzKUFwwW1wj4xNXj+cq+Bd9XJcgfntcejcpXECApSU1M+VRmyqsqUxVCQ1k2A0jFFeXqdTo4bz920gAEbArZsDFYAWjYNdzvObWFhgU6nw5NPPsmBAwceSO+tjRKASZLw4Ycfsrq6ymc/+1mmpqbWXe+0qQPgiKFLJ3K3wGaaDEoklkIPyeiNvNMLq2Y5fF1aKmHSnWa1H/ozsNotUvDGpmMkAR3t5rKRBe3EoxrEOQHoog2DVh5G+8RGEKcSP9ffrxM7xEqMCsDecTXDAG1gl7vCf7LnDbZ5mbNZlAqNS9d4KK0RQjDlpNm+hMEQ4yDwhCHUoufPGSSSkqPJxqUYlpMAhMHFMOGFbPe7PKsXCbWLwlBLqjze3s7X60+yqko4Yx+9gfRYWp2AntPpjtmnUoy6RG8sX+Slmcd5rLLxLvS9zAF2XZfZ2VkmZ6b4h6d/m6SrKBV8mr00QRlr8kXTsd7D5V4+qcrlBmqTOXLXom0kJutHWZIOkjIftBocmsjc3AlnmiZTwDyFXj9HKSrU0qu9x6do6RKJUZRlm2VdZIcTcjkO2B5EXE1LbOkdT10XcFhG4LCsltimzuE5j97Vdbhd7qYJNGRFIP2iHYvlbrEC0LIpuJtxbv18uWazie/7PPLIg2sQuxECsNFo8P777w9cy5sNiz9tMqGWz1VTuZ9X4s7gRnmpo5n0R6/dUpRQcqGZDD9SKs5QAErh04wKbB8fj5a6hGMFEp3EpxrEgx6AQgii1KXoZSE+3SsKCRMP3x0WTjRjh1TLwdg5gERlN9c/vON9fnT2JLuCBsZk5QMl0ReVKaEWlN1M6BkDoRaERuJiCKRGCigIw3JSYNoNSTGsKhcpDMZopt14KFANzMdFKm5EQaZ4wjDj1tjmN/ihyXN0tcu1+BFOLT/LXNzreycd3rjc5IeertBSLRwx/tE8KgBjrfhrH/4O//Cl/xBHbGwO6r0IwD7/7NpXudDNWgr5vtsvvmWqVGFQMmIk35gfupyhHrYbSkwdT0xxKYKZ3vuuIDSGZ4hMRKKzZtFlWeR4N0tZ8GW2E80nScz7vecIFvQsRaFIjaSpimx32gghmFdFFAFd3WZBF5iUKZGeIJANYq3ohF9lsvzn7uk63Iq7DQF3u13rAFruGVsFbPm+Z73efre6wS0vL/P666/jOA6f/vSnb1npuNHciwA0xnD58mW+853vsGfPHl588cWbir9OGnNRZ+HRJDePNj8BpJ62cIWPQHK6EbMSjVZJXum2AMFyrm+y1rlm0RRRxkGOtUxpa4jE6LL+SLgoHS7vJkNHLOkJwzAdiiRtINZZe5coJ0KfLlzgV579F/zfdx1mX9DABzQOFZl5d4kRtLSDFpJQO6Q9cRgZhylHUXE0AlhJPeaTAmU3QgrwhaEiUwRQlYbISJbSgI6GjhHsCEIqjqHkAEJQSwNcYZh2E/YHHT5TPs7//Mxv8D8//S/5Y7vepiAUiTFU9T4ga4sywtjbL9WaY415/vH5d9lo7lUAvrZ8nK8tvTXcXq4op+gO34dT7tMskH+/Ze9B17ikpk2sn2TCHb6WjuhyISpRlD5pzyEMxQw1lf3sOpmAXNJDC9gVhsU0pSQE19IqRelR1yVKAkLTRWjNiklwMASiS1V2UaZIQXq09Lm7vga3y92GgFutFqXS2h6ZFsudYB1Ay/ct+d5+xpjbEn5aa86ePcuFCxd48skn2bt3L+12+67EWJh8lyg9i+d+hpJ3Z6GkuxWAaZry0UcfsbS0dNuFKodrV1C9G3E7Gd6sG+lQzRmg5GxBGUWoDdc6XbbkQq1dnVBxZjjcGT6nmQyvtezFNo12wRnuo2sECjnSga8/MSQ/1zcThVmIsBtn4igvClM1vIl2Qp+dxRp/bPa77HTrGOMTOCmraQGv58h1lENBKhoqYJvXdxE1sRGsag+lJZFQBNKgEDgCZtywd64OkcmcxkknQQgoCo0gRhmXglTUEp/YODgoKm7CrDe8Lh0taamAihvyjF/nQOkIkT7OW1O7+Orc76cwKxj/bm7GcgiT3nvjV8++xee27OPZyR1sFLoXCr8bzrbn+bVLXyf/giozLM5we9sVCE42tgCZ6JtwAkwvhFsVWXrBd5YUW5zWIL3UaM1HnTq7g8nB9mrpME9VOnVc+Qhxogl6l69rymg0JalZTF3K0tBUmqowSGLaRjMpNKqX7iCFRpsCATE1feWursGdYHMALQ8TKwAt35dorUnT9I5CvmEYcvjwYeI45uWXX6ZazRROvwr4TpyRRufXWGn9AkJUuZpK9lZ+mr3VP3Pbx383ArA/1snzPA4dOkShsHYCxnp8e/7C4Od6Eg20x0rUYTKX6ufLCeJeNWs9idjvlGmpYUi36GzlWncYkr3ejan27s+m5wbGqYvnDNdJEhcVO7iFoSiMB/mEwxtjlHP72j3zMRxxBYeC6QenTvLj249SlQklCVLENFOPKTfC640Hi4ygY3wCqVlICpRkiiMUBskWJ4bermvKI9KSklRoY5BCIISmgKHgaGItaaqAWEPRSZlysoOb9mJWUp9JJ8EAq8ojNhKlDTNuzBYvE7OJEaQGPBnx8uwlnpv+xyzrbbzR3jXyGqkxCzDuva+V0fyXR3+Lf/rSH6fi3djlvRP6X5bulHrS5q+e+DIFR5CfqZKaofh1e38+VedpTqTDfUx5w/fqdKFCQe7nGoZHSx79zMBrKwItDYVUgweSgE5vfrJnPJBt6voAZYeeYypZiJcH+zVCE2pQIkYhkMbFk12MEZTFsDWNJ7oYE6J0vsjp/nC3OYCdTscKQMs9Y0PAlu8r+oUecRyjlLrtkO/CwgKvv/46pVKJV155ZSD+YNil/3YFWZK8Rdr9VVw5izENprz9XGr9Hc40fv22z+NOBeC1a9d488032bZtG5/97GdvW/wBfH3uLIXed8HlaJiIX0/DXjVqhqFArIbXZcqbGtlOoqdGmhdfag9z2eLePN52MvqdM4ldknj0BpgiiVOHOBcu7oeFs/y87GMrUS5przo51Q5FGfGLT/8GX9rxPg6C0ASspAWuRyUQhtA4NJTLShIgkEw6CZNOwjYvRCEwSGIjWVUuysBSUiAQKVvdkLJMCI3kYlimqxwc0W/XohFCs9ULmXISQu2wkhaYTwICqZAYXGEoywRPaHb4MRpJQ/usJD71xKciFVVpKDmKaT/kieJlvjT9T/mxmcP0Y7+pHhWAoR4K5pW4w1/54Hc2LE3hbkLAsU75+RP/mrmoTnGsPU2ca/uSXTfBW0sVSs7w9lNxh++zknSop/sBKPjZdfaES72Y9awsmGxZt7WLVpg1hq6YAhiHo+0mgcjkZyD3sqKuZ8dAJcsl1QaPAo6IiIzDrNci1JOEJuBK4pMYj4JIUBTxiInSuTu6DneKbQNjeZhYAWj5vqFf6BHH8eAmdjsh3+PHj3P48GGeeuopPvnJT+K6ozew/gf0zeYB54+h1fpljOlQdqYAj3JvIsR8+A0ud964rXORUt7W/pRSHDt2jOPHj/Pcc8/xxBNP3NEN5VK7xuVOnXJP6HVVOjKlYsKdGvycaEkt17TZF6ON+BbHWrOkxjDtZiHoZpKJudaY2IsThzQdXSaEYLk7OudUGYdUyWzqRm553wV8LLjK3/rUv+KxyhKBI9nmRWxxQlxh2B10mHRSqjIl0S4zXownDKvK42pc5mpc7rmFiiknYdJJmU9LJEAjDUh6uirULtv9DhNOgjGwlAZciksYLenXB/tCkWiX7V5EWSoSJAtJkbry8XuisSA1RZHiS03VTWkbl8RASWp8AfXExxVdft/Uaf7Snt9m0mkPQr59+mPkAIqOxzfnz/O/nH6bjeBOBaA2hr919t/xUTOrvPWd0fdfqMPcb4pJ5ylONEMCOdxHKfee9aXgnUbmpGoyZ64gtnA6ysLF09XM6VzxdmOczIH2Uuh09tHUESrpO3dZPqUnCnS1wWgBMkGZACn0oGinpgpIVplxu7SMS0cLFGVckbIUfue2r8PdcDch4H4z7vyXVIvlbrAhYMv3BXfa2w+yb9GHDx8G4NChQzf8Rn0nDmB79U9TFjHafZGuXqLifZquyqohA6F4a/lvsjV4hoIzedPt3I4D2Ol0+OCDDxBCcOjQoTUTGG6H35vPEt2LwodeG44Jt0JHZTftglOGJJvP2laKq53hdU31mNOj1oYgAzkBzLPYycRsO3VGWrokyiFJ194A6+Hac+mmLp4cfV3DxOWVqdP8BzNHcYRG4BAbWFUOIHEwrCqfBEEzCdjSy/dzhaEgUmLpstXt0lIekXERpITGYXuumbQ2MJ8WEHhIDZ4T4whDbCS7e21tUiNYUR7KOPgyJTVZ2DExkopMKfVCw5GW1JSPLxVVmVUOF1AoAxe6Vab8DrN+SGIkUigeL9b4L/b9Dl9d0hxrDMcNdtNhEU5BekDIr556mz2lSX5szyfWXLs74U4EoDGG//bE1zjVHc599nJizkEQ5QSgIeWtpS1AFzenEwMJvbcIsa6ymNR6P2c9AB25F3qTUlxCtChzupvwRCV7z1Y9n2W1HWijTRb2vbbSojwBvp6hIy4SG5cJoYDMXS7KlFD7eKI9+E4Rao8Vo6hKF5eIVT2cznI/sDmAloeJFYCW72nuprcfZCHTY8eOsWfPHp588smbumb9MPKtHLlO58sE5gqu0GghSZ1taN1F6YsUnUcx1Al1nffr/4RXtvz5m27LcRyMMTe8Gc/Pz3P06FF27959y+O/Gb83dxYAn+FNKO8AOgx/riddzjSHIrkRjwrUOPHIvLBhKFLpAInkeqefFSaIU5dCr6VLkjprpmRk217baDtMPVx3dN0/uvVtXp65RCAVLoKyE5FogcKlKjORlBhBRwc8XsyqRVMjmE8CEhwmZJafVnEShILISKadhMW0jBSKioho6YDtbkh/ckctDegYl0BoutqhKFVvpBxUe4Ui2sDVqIxB4Ils5m1BauoqYKsb4ghDYiQrqY8nE0Cwr9hEGUFDBZRlTFlq2loy63b5ia2/izBP8W8Xn0ciaKvsOQBBb26uAX7+8O+yJSjxytZ9a67f7XInAvBvnf4G//b6UR6ZGIp/J/fUkjP6OqZqluPNXr6dGP49OVL1e2xzKcy25SAIewKwkw4rXg0thHiKSW+4bQ/NGR3iCgfcBr58lErFwwBxWMQpZ2P/tBF4hNRVgUe9JueiXTweZGHiuaTMLq8GKiA2dXzhEqvhFJP7gVLqphX6N8LmAFo2AisALd+z3E1vvzRNOX78OAsLC3z6059m27Ztt7Wv23HkZPSPKHEVYyQJPjCBooIrdzMldzAfn0VQZTE6wYXOCQ6UbuzU9AXdeJK41ppTp05x5coVnn32WXbsuPvqz3Ya892VrNIx33bEzTWDTnN5eG2lqcXDm/ZcNySfatgMBVuDCeaj1cGyegwlWSEvnWPlDARgrFyUkfQncPVJUm9Ngko3cSkN+uMpfubxr/H5LReRIqWdlCm7MUtxgbKj8YWmoXxik4WME+UiMEw6MQtJiW1eB7dXENLSHiupjzCS3X4TKaAoOzSUS8f4hMrjunGp9vrMIQS7cw7hYlrEGA9XJKRGMulEXIom2RusDsSQMnApqeBiaCiPaTcLQyvjUCIhMoJQSwpSM+3EtLXDUuKD0FkeoYz5/bPHkSh+Z+UQrdx1cWV+trHm1069j9FwaPvdicDbEYDaGH7xxO/wlesfAtBRw0KPvElbdvONxQVvLQ+P1Zgk91j2syt8roTZ39mMX8RgKMkZVpPh316qa1yM9jKVyxtsqSqJqLHNmwA0Tb2Hglenq6AyMU1XZXmENVXkEW+VVjpBSotYZ8e7qiYpypC5pMJWt8WKdmnrACPm7+DK3Tl3UwSitbY5gJYNweYAWr4n0VrfcW+/ZrPJm2++SafT4dVXX71t8QfDSuAb0en+FiVzGcU0mr04cpKimcdBg/MEPm206TDlzhLrZf7P+X9606T9vADsE4Yhb7/9NsvLy7zyyiv3JP4A3l68TNIrJhipMciJvlAN91+WM8z6w7yj6532yEizla5iyhvNSzq/2sKEoze4fEVvP6cvjceLQ9beFEPlkaQuAs1f/sRX+czUFVqpi9I+2/w2BZHiCsGEk1CQCl8oqk7KdjdkT9Bi2o25npYBwfWkQlN5aJMJwL1em71Bk8i4zKdFLsdlBJppJ2J30GSn16JjPBIkoXa5ElfoaIclVWTWjdjpN9nqhUw6EZeTCXypmEsrLKVFQi2Yj6vs81rs8tpMuzHLacD5uMKU26EgFZNOQiAMc1GZVeUSG5hwQ6QwVN0YaQQTbswPzZ7hJ7a9M3Jd3LE+irFS/Pm3/h1fv3Z+zTW8HW4lALtpwt88+Y2B+BMYuipf9zt8zxTlUKRtcx/nYq5NUJIbdad77mpFPkZTZQ7hdK+qWbAfp+fmesLBoPig2aLiDo9xXmU/T7sFQHCs3UWZZTwxhTItPDFL2dF0dEBCgYL0WEjLlKTmelymHnssqyK/1X6cI+FzJLpIQ4PsTci5X9xNEUin08EYY3MALfeMFYCW7yn6vf2iKLqjcW6XLl3irbfeYseOHXdcJQu3FoCm+/foUiWVexDSpZ0ex8it+CJFK4VKzwOCSbdKVy2zEl/lcOP1G25vXAAuLS3x+uuvU6lUePnllzfk2/+3rl8Y/JzkBGC+GXS+FyC6ypQ33K8GZrzpwe/XWwmeGQ35LSYR1dL2kWWDBs9GkPRavqRjgk/FDo4ZKyZIXLqx4P/zia/yWGmZspPgyqyH4FJa5HI0RYTD5bjMuW6VhvYJtUNLZaPkrqcldnttdvkt9vpNfKFYTIto7TCXlkkNOD2vcq/fpiQNC2mFi/Ek56NJtjhdpp2InV6LHV6bjgkoobkWV7kQTXI9LjKfltjvN9jlt9jttQhESlsHCKm5npSIjSAxgrby2Oc10UZyLa6QmuyKKmkIlYPWAldoppyIhgooOSnCCCbdkFemTvBDs8cH18UZe/8rY4i14me+81v8w1Pvc6fcTABe6azyH7/165xuLQ2Wld1gpElNvvFzPzwtkXz3eplOTijmcwNjnYm+q61JOj0BWHWyLwWnW/5AIM54JaR4ghRNIDMX2RNFFkQW3q84kkAepKEiYr2ElI8DSwgeIRAtDIKldAtlqWkZl0k3ZNVIhHR4rbMfheRUbRfLqkCqHYwOabWGjvZGczc5gJ1Odn1sCNhyr9gQsOV7hrvp7defhVuv12+7MfJ63CwErLVCm3mESPD1SQQxJffTdNLjePJJfCegKw4yQZdIABhm/Ul+d/Ff80z1JTzprdlm/7yUUpw+fZoLFy7w9NNPs3v37rs6/nESrfjqpdMImeWOdZUa9L7rpMPzXIo6TPU0XScKKIjRfKWSUwEW8YTLfCfikXjU1TQIYjUJDAVD3HcAtTuo6E2T0ZugThwc5aByo94Qki/t/iYHiitMehFLaYmqk1JwEjqpz2PFrHAgNYKWLLHVHba0uZqU8YThXHeSqhvjyxRjJNu94TqLSZGO8XDQtJRLxUkpiQRHGrZ5HWItWUoLvTY0gt1+E1dA1Y1ZSEsEQlMUCfNJmdhIklSys9Ci6gydrlXls6o8ij1HK5CKXX6LhbhIG4edXj9PUbIQVdgWtJh2QlbSAmUZs5QWKToxX9r9PtfDSU62do210R42idYY/sdjb/HB0jw//+IPMhPcXpHQjQTgv7n8If/D8W/RUQmfKwzd57Lr0cmtl5qhAPQdBzRsdQ/yTkcPZh0DtNXwWaFuEIgyh1uaYjF7D5Uc0ExyeLXJDwbZ+2DKCbgcFYBVnF67l4I8iBLnez+nNPQOtnkpoFlKCmx1F0A8QSBmKYk2be0xrQXaGELj4dPlvc4+dC8nsVDdxeW0wkGvQZgK3jz6m1R4gunpaWZmZpiamrqrvL31uBsB2G63cV2XIFibJ2ux3AnWAbR87OkXejQaDX73d38XuD3xV6/Xef3111FK8eqrr961+IObO4Dt6DUcGvjuUxgxizYurjqM5+wnFQUkisjMUHanEdQBmHSL1NMl3qqt37qj38LmyJEjzM3N8fLLL2+Y+AP4zsIV6lHIlJ+JgkauqrSeDEXXahri90TfQlug1NhHhskem/ImAcH1RodxlsNRgZtoidag0vUbOUPmAJpkdNmPb3+PJyvzuI6mmfps9bpUnYiudtnqDve7EE+M/H49LbPLa7PV7bC/UMcRKZF2WFUel6IKTeVzPSkz4cTs9xvs8VtUnJSz0RQrqkhsHDrKwZcajWCH12F/0MQYyVxS5mR3hkQ7FEWCLzXbe5XB+4sNNIKrSYXlNGAxKeOg2O21mHFD5pMyDeWxnAY4MmGn12QhLZOazP3b5re4Gk5QS4skCC7FExTclIYq4TuKP7H/TQoyhjUCcPg+LbkeX792nj/8O7/Ovzr3EcrcupJ9XAB+VF/gZ9/5Kn/9w9+lo7L3SX47JWe8/c/wveQJgYPDG1d8JgI/t1wS6r6Ac0lMREE8SjXXzNoXKS6PYBC0e8UgRenzfrPZO87sOrfT6dx2u5zqxGxxfSQFmipB4JCaBC0OUJAJKQm11MUFQiO5HE/zfncfRZltp6VcQny0qJI4AY8+PcHBgwdxHIcLFy7w7W9/m7fffpszZ86wvLx8W+2absTd5AD2x8DdbeGXxdLHOoCWjzX5cW5CiEGPv1s95/z585w9e5bHH3+cAwcO3PNw+5tVAXfjrzNBhEGS6Csgt+OIbQTERGYFSSaOJB6JOguUKfU+u9+pvc3npj9LIEcdhZWVFYwxuK7LZz7zmTW9Ce+Vf3fpFACTXpFa3KWhEsq9Ct6lsDuY4AFQdSdZTha5UE+ZLY0KiP5UjoLIQsNXW122FEcrgR097lRIYuVCril0vhJYa7JCmlBD7zieKl/m9209iWtg0omIjIfAUFcBXeXTllmxRCMJmPBizsdVUuWQGMkOv40yBkcI2tpFAFty7uC1pEJBpFxPy/hCMet0uJZM8KhfH7QHUQYuRBO4wjCXVNjmtXHRxMbhyWLWdy41gmtJmY722OZ2cIShLFLKssW1pIxjFA3tE4gUKWC71+ZqUiIFZp0sxLnNbVNXBQKRoBEYx1BTAVu9FgUvoakCJt0Oc3GV2aDLf3zg23xnaXTMYKRGBWAzSliJuvzX7/0eb85f5sXZXfzEgSeoeus7SMYYFIbX5i7wL84f4Y2FSxyojrYtSkfCvC75Kp/YjBaEbJFPcr4Z88x0mUbvbTHj5yZ/uNnPp1aLVD2HWm8dISIutieZ8sRAVLbVBHFvDnBsVnFFwGLEwMow+MwlLR4tFvDlQSaNgy8P4pOykkKRIoHwiHSLAoKSrPFh5zlSo/CYpUuNegxFF9pmGymLxFxndnaW2dnZbL9xzMrKCrVajRMnThDHMZOTkwOHsFqt3rY4u5scwFarZcO/lg3BCkDLx5Z+b79+6NXzMsfoZmGTKIo4cuQInU6Hz33uc0xO3rzf3u1yMwdQqg/R4hFM+iYAQu5EpycJnadxzSoKgyskbV1CmTZT7j4Q2Q1fkPA7C9/ix3f8fmBUvDqOw+OPP77h4i/Riq9dPQMMqzQ1UJE+DR3RUQnbnUKuF2CFQDW53IyBEHJadSmMwYP2agJ4pMC2wiRzYX2wTneotQZEqQPx8ManjIRUgGsGLmMUGQKgKEP+2N530cZhi9+klgR4TjaTNzEOO/1MECRGUBIJVScTIA0RUHAURZkSG8FSXCIyASWZEIiUQGouhpPsCRo4wjDTyzM71Z2lLGMuxJOUZcykE7KcljkQNAbHu5r6XEsnkEIzn5TY6naItIMLPB5k576YFukoF6Ul+wvD61FLizSUR1dLDhSysHVDBQg0VSdhygk5152i4EVMux20geW0wha3TVkmdLXLNq9JLS3xaGWZRvIm7y4dGGw/zDWJLoy5cytRl1/84Nv894ff4NmZbXxmdidbi2WKrosrBOdbdY4uXOVIY4m9KxOcbmQ99Xw5+veWdxkDxyFXz0GYrwhG8LuXJKAouHKwXtXL3isAVTegJKd4Z6XDD20vUhscvuK9epsDpWGxw1Kv8beDJNINKs5TBA50eqKxrcpAh4JIWFWTTDopbT3NFqfB+bTJbreIMFDyYgQekSlzNZkmJSVKt4LM8mF9UaWW7qLszBHq0Wkgvu+zY8cOduzYgTGGbrdLrVZjZWWFy5cvY4xhenp6IAhLpdINv4DebQ6grQC2bARWAFo+dtyot1/f+UvTdN0cnKWlJY4ePcr09DSHDh0aCMaNwHGcG+YAeuYyOE+AvgjyKUT6XracLpHcgqdTAuFS1w5FuZ1JOclymoW0fMfwf859g9+/9QdwlOTo0aO0Wi0+97nP8f7772/YeK88b85dYjXOwm9+roq3LHwavSmuk7lm0JKACSdzP+babSqBQPWO63K7ze5J0KZA3waacqvM9ULdABcW2wMnr0+UuqMhXiFQbQdnMh0IwFRJAgx/av9r+I5ixu1wLaoy7XcpywRloCKGYmMprrIvGCbst03AtMxEmysMCpdHg0xwKSM43tmCEGSVvE4HR8CpzhaeKA3zFSMtmU+yfn4nmzPsLLVItUQIeKwn3gCuxyXa2qPqDIXRlBOyFE+x029yOpxhn18nkJqyE7KsfKQwdLRLSaZMOBEd5TEXl0mFZEehQUd7hNqlIFNm3DYNVWDCCZEGwFB0EgKZ8szU+0x6s6wmmSuUbxLtj41l67+dUqP5YHmO4/XFgWP4wtbtvL8yFDtRTkj6YyIl0sPHXDHqYHVyxR21ziTz3ew6ec5QAFZcl3rvWMqug2MOoElx5fBvTOlJEtNlynNJAUe4tHvHOusXMWiuh5MU3ZROCgU8LoZx75hanO0GfK6qOBMKtpQCZh1NV6+AcdBGEMiIVTXba9lkWI2LFAoQOAJPbGc52ULFMcTqxjOBhRCUSiVKpRK7d+/uTQJqsbKywtLSEmfPnsV1XWZmZgaCMJ+7d7c5gDcTlRbL7WIFoOVjxc16+wkh1nXitNacOXOGixcv8olPfII9e/Zs+IfjjRzAdnwGZRQl2oALcgptpkHuROh5QOILSRsfVwi0PEARQVctIJhGENNSbb5y6d+z7WKFiYmJgXi903nAt8trV4bNbWUuDTjIfRyUnKFiU0bi6GwOa6INs36V+d5YrlArJpwK2i0D2TLHDIV3xS1wod5mphrQTHMVoMpFjeX4qbAnANPeciH44tYP2VVq4mBo6gCtJeVeAcViPMGBnrMWaodZt01kJB6aa/EE+wtDx+5qNMFef/h7YiSzfmcQCo61w8nuNK7QrCQFZryQ1AhqqsTunsOIDytpgbb2SLRLagRbvS7LSYGyE7Otl/s3F5eop0UcoXm8Fx5+zFmhoQIudir4bsQePzvupgpYSILecw0d4w1EWkkmtJRPoiWe1PgypasdyjJmMSmDgK72mHLb/PHH3ubvnvh9AIM8PVjr3KncFwoHMRIuluNCLick3bEwZZjbR37yW0G6qF4RyIRT4fTy8D2V7+FdcCR9C7Ag4ciKD6Qgsu06QnI99IAuZRdWDUw7+5iPs9dr2vOReLxb7/KDs9mGi3KS84MelB7LaQcHl4W4S1yYoOxUWEljilIwH1WZLc0R6mEo9XrH4ZECBNKQmklSo1DGoaXzLW5ujhCCarVKtVpl//79g9zllZUVrl69yvHjxymVSgOH8G5zAG0I2LIRWAFo+digtSaO45u2d3Fdd0SIdbtdDh8+TJqmvPzyy/etN9aNxFgj/F1S4zGlzxE6n6GQvkVWV7sf5FZ8AtpGgklxjWZBl5mSSygTMe1NEuuspe+b1w/zp/Z+iWcefXJw3vdDADbiiG9cHvaHU7mWL/m2K06u2jdUGhWX6E/CmHRLAwEIMOXPcK6W61cYD1+3abfCBQw7CxM0W4uD5UnqkqrRG1+aOPiA6i3fXlnm5S3nESgCmeJLhe9n+1lJC8Q4nA+nKDsxrSRgb7GOIhN3QmquJmUi7REpB20cpt1wUJF7JZri8eLy8Lpon8cLKwMHaiEpsZCUmPG6g7FuLeWBYURInupMg4Tdcrhs0unS0R4TTsSZcIZHgxWkyFrMBE5EbBxC7VCQiqoTUZAJZ8Jpik7MDr9BaiTXkwl2eg0qTsxKWmJCdAhEysVkGk9ofJlQT0sUnYT5ZJID5WWenrzM2eYBujmRNy7c0tz7qez5NHIFP+N/bXkh6YyLwxs0fq7kGj8H3f0s5L80ieFx+XnzF5/D9axoJzH9at8C361ngtp3NKTQjKZoqYsATLgOZedRWipF9WxFh61AE4kgNtn7VVFku+ewmIZMuxO4ooovFmiqLdTTKiGzg+O41DY8MgOe1DTSAoHUKKqE9/A36DjOQOxB1pWgXq9Tq9U4dy4bw3j06FFmZmaYmZlhYmLiloLQhoAtG4UVgJaPDUqpW/b2yztx8/PzfPjhh2zfvp2nnnrqrmZq3i43cgCT5D3AQTuPkuiQAgaYAdMAUUaYFsZM4gqBLwUqTUnJpgvMuCUudpaAKl7F5U15mWfFcDrI7Yyfu1O+ev4Uc50WeIAYLRjADK+5yYnB1TSh2x7+HjXDkf4BrihwtTUUEoudKNs+UJIFoEtZjPZdTHRvBnBuO7GRlKDnDBq+9NR38aQiUj7TbkQ9LlJwUs52Z3Ak7POz0GJXu2wPmoPtzMWTIzl3Z7tbeKyUic+5NGCuM0HJT6mnAVNuNjpOGEbCjzVV4Mnec1rK41o8QaQ9PlkaToboaIcJN2SL1yXSDh91trLDa7CSlni015Jm0g25Gk4gpEZj2N5zE+uqQDf1mXa7rKYBVTekoQpM08UVmlmnNWgDM+N2ONnYRqUYMuWGLCYTFJwER2jAUHBiEuPyw3tOcP3UE3QZijPnFhXCeQGYTzYQmJFQcv7P0RHQzYnDPCXXowvs8Lbxux+12Ll9GO7UuUoRRw73thKWgMzZC3v9AAtyGy2VheKliBEITqwqyuXs3IrSUItngNZgXJwymWs965WZiwUTTkBTOUy7ReaSa1QcSdl5BMdcxxGGmirQFduBflEJWSWwMSxHDntLKQlTxLlQ+L3ieR5bt25l69atxHHMt7/9bXbt2sXq6irHjh0jTVMmJycHIeNqtbrms9A6gJaNwtaRWz423M5ED8dxSJKEjz76iKNHj/L000/z7LPP3lfxBzcWY4m+TNGpUNeGYk9AaPdp0Ocw6iSO3EJRFjEEJLgEAgxbCEQR1W6RiIiyDIhExG9cfYvlqDmyz412AH/91IckWjPZq8JsJ8MbeZJzjkI1/HkpanO+nsv5ckbFXJS6rITD7VxutAfCw+2Hg9PRjxoBmDEHMO5NtFCJ5PMHjrO3skxX+8z6LULtEuFQcBK2+B0qcihcVpIKvsxeG2MM1VzvwEQLtnrDwWkVGTLld9kXrFBwQq7FRY50tlFPA+KeAK6lAbt7IVqAspOgjeTZ8hyryudUOM1KWmAhqbCl10cwkIpPlBa5HE/Q0Q5xrqp5q9+kbSQtPXTHppyw5/zNIKSm6kTs9Bpc6k4BmQsVyJRGGnA6nGWm1KLTa5sz6bSJdNbEuJ6UKDsRUepS9WKe23J25JrKsb+lKCcAxwtEdK61S1G63Cj7tOT6I4/p/OQPx0UgWFyYRRto5gRmYobvIcPw54ut4bVqquy1cs2weEsRMu3uRuQmnrgi5b3VhEA4hLqF1C7d3tSaKbfEmW6N7V6JC2ELV5YQuERqEVeUiPQUFRmykgRkZUa96yElHrM4QnM1VLhCEakZFCmpuv0w8O3S/zzZtWsXTz/9NK+++iqf/exnmZ2dZXV1lffff5/XXnuNo0ePcvXqVdrt9oaPgfuVX/kVHnnkEQqFAi+++CKvvfbaDdf95je/OWhPlf934sSJDTkWy4PHCkDLx4b+B8qt1jlx4gSrq6scOnSInTt3PpBju1ERiDItAjnJavIRjr5A5LyI0BcAg3Q/jUy/Q0m/S9Gs4pLiO2Vq3e34UUAlyP78thUqrCarRDrhn1z6xmDbGy0AjyzN89FK5mpNeZmIq0fDhP382LdWThjG2rDYyolfZ2zaR2dUKsRas62Q3cCNykRGszvqorg4/XSvAcqVCC1x0pSX9pwlwc1au6gii0l1IOSaKmCm1+dPG5hxhj3/rkZTzORavFzqzjCRE4QXO1vYkXMLHaE5WFxkd6FGVwtOhlOcjyZHBM5cXOHxYuZGTbgRjxRWmE+LREZwJRymHJzuzvBkaYEnSovUlM+VKHvsVHeGXX6DvUGNM9EMqic0O9ql6EY0VXY9pTDsDBospeXB75fiKabdNlIYXKlJtMCXilBnYnDG65BoQcWNKLsRz86eZqQnyxhhOnwdAufG+YGFsdzBvMgrOaPFVSrX+DkQDvu9x/jgWhspsnnTfSKd5J6T/bzN20otzo5pyvNJTYpA0M5ViMe6RZLOMh0MBasxRRbiiB295tayOwu9LwWGCimaklOkrtqkKCbdXcSmhialY7YhMFyPJummw1xXTwoiNYFAc7EbIYVmVU1ihGElubDu9bwX+vl/+RzncrnM3r17+dSnPsXnP/95Pv3pT1OtVpmfn+cf/IN/wBNPPMG3vvUt5ubmmJ+/tznFv/7rv85//p//5/yVv/JXeP/99/n85z/Pj/zIj3Dp0qWbPu/kyZNcv3598O/gwYP3dByWh4cVgJaPDbcSf1evXqXZbFIul3nppZcolUo3XX8jWS8EHKbzaNNFUSGQsyC2sJJeROgrgMQg6VCmbVImuULFXKOzWudaM2VLaZKgmG2v6vqkRjHjl/itufc531we7HMjBeBvnzs9+Lmfq1WLwsEosU7u/JZzwrCcFKmK4U1/qTN8DECatRXZk24mfsIwExXX66MNol3jZG1fxhCRx48+8SG+VJTdiFQLjBBIYQa5Zvnw9FxSpaNdLoTTnItmWE5KXAynWExKdLTDlD/ag6bojKrOlbQ0cA8DqZBC82RpgdjA0dZWznSniY2Dk8tfW00Ddnir7A1qzPgNjjRnuRJW2eINheW022WL1+Sd1g4eKQ1zDfcHNc53Z1hVPhGSCSek7MSsJNl72ZOagki4HldZ1QE7gwZzSSamJ9yQxSS7rjNup5enltJKC5TdmNi4VNyQL+wZvs56zMbLh2698fzAnAO4VhzmXb7xxt75imCX109mP0/4o07hyBg406swj7fSSLPXaEuvOnabt504JyrbusFHdUZm/9aSTLhN+5koXIkqpGQ5g4nptzYKeufcoCSnKMjduDRpKx9Har7bOEBDDb/M+I5gNQoQQpMaMManljho47OSXGSjuVUFsJSSyclJDhw4wAsvvMCf/JN/kl/6pV/C932OHDnCrl27+OQnP8nP/MzP3FWqyN/8m3+TP/Wn/hQ/9VM/xVNPPcUv//Ivs3fvXv7u3/27N33etm3bBm1wduzYcd+jL5b7hxWAlo89aZpy5MgRTpw4weTkJFu3bn3gXfDXCwEvdD9C0ybU1yg5O2kySdXZC4CSzxMnb4BZouA+SyBq7JOn2RucZ2aqiOdNEqnMjSs52Y1tS1AkMYr/9dy3B/vcKAE4327xnatXB78HvfCfNjDlZ+KjkRMHy1EHp/fx4KsSO6pTg8fm2u2RogBPeYOQch+ndxPuO3/1bsSUN3RbpJKIdQSgFybsnVpmJujQVAUm/BhHGKZ6Lp8yWX7aR93tnI230NYBBS9hyu/gi4RHy0tM+h08J+Vid5oYOBXO8FFnG4ebOyg6Q0dqNQ3Y2+vZNzjunmTxpeZgeYlQOzgi4cPOVjo9N3M+qhD0RKMU8ERlkUUVcDmaGNnWUlLiQGGRM+EWklx+5a5CnXPhFkqyPwkjQUpNV2fbj7RHTRUp9Kqdt3oNVntO1U5/lXqSXWtXaIwxbPVbhMqlJGIqbptPb7uM7IVY9VgboXzI3x1z+fL5oMHY31eSex8W3LHn5UK7SWuClW62j0ow+sWgpYZfHLqqi0Dw4bymmWbLp/xMWIp0BiOGrmBJTnCq2SFwhudyopU9Z8LLxvKdih26vVzAuCdIQ51SlFU6egmJgxG7cAjxpSTULg1VYjnnNHpSMNdxED0HNTUBC7EiMgHtdIGN5k6bQFcqFf7QH/pDbN++nT/7Z/8sCwsL/PzP/zyTk5N3LMLiOOa73/0uX/ziF0eWf/GLX+SNN9646XOff/55du7cyQ//8A/zjW9846brWj7eWAFo+VjTaDR44403CMOQV199lVKpRJpuXFL27bKeG9eIT2Fw6aSn8USVlfgDCsJgxBQdXLK0eolMM0tECjhQmmObs0JNFYj0KmVZRPZudlU3uwGebc3z+uK5DRWA/+joB9TDoQPj5P70J3vh4K7RlJxhY+hiL8zoO9MEuX6BiTZsDYahTx1LdhRGk9K7vZnAi62h4Noe5ARSKiFZKwBf2nMCRxrayidVTtYrL/UoOzHXownOx1vxHMWs3yYQCdtyFbnLUXWkItUgqDgxO/0GewsrOEIjHMXZcIoPu9u4EE2jc8LsfHd6UKQBmTguyZhpt8ujhSW6WvJucwfbcr0G+897vLjEo8VlTnVnsubPRtDFxZOa/cEKl7rTJDrb14ft7ewvLnGqs32wjaoTMRdNsBCXiYxku99kLsmulysMykiMAUcY0v7QZiO4GM9yMdrClXiaxaRKWwUURMrLu7NK70ZzeD6+kCMunzOeH6jyTt5YfmbO5RtvLRP1KoIPBrup13KthHJ9OAvSGfQOlEBbddnh7aSbiIFLWOo5fCdXFFGvGnjWL+CTjUB0ZPb8SWeKi93svIpSM+nsIjaZqzjhzBDqNgJBV7eZdHagTYIxXZYTF0SBLU6Bdm86TaKGx+hJwfmWRvRmAofK41oYkuqAph7mkW4Ud9MDELIq4FKpxJYtW/ijf/SP8lf/6l+9420sLS2hlGL79u0jy7dv387c3Ny6z9m5cyd/7+/9Pb785S/zb/7Nv+HJJ5/kh3/4h/nWt751x/u3fDywAtDysSEfAjbGcPHiRb7zne+wa9cuPvvZz1IoFNa0gXlQrBcCTvV5pMjaO8TCwRDjmFXqHMDrVTWm6S6k6KDMFKt6itTEPB+8xXIUI3GYDSZQplf52HMCK57Lf3vsayhhNkQALnU6/MuPPqQWDsOh+ZGwfdEHMO0Nw+pThSkAaqugxy75lDtMQu92NdWxvMClTownHJZbuVCyGK5jEoHUklxqGZN+k4lyl4ob0jEBW/wspKcNnAm34rqGQAyFSFMVcHOh2Zne+gCNJGBXrhJ4NQ3Y26vM3eK32eqtsiOos6J83m/t4KP2VlIz+nF4pjM7ki9YdBJ8J2VVBXzYHt44RS7Qub9Qo6YKHG7tYFsuJLyvWONsd5bjra08Xs6c38dLi5xobxteU6/DuXALgZOd46zboh5nzt+M1+Z6lIWCKzLkg/pu6qaAQeJKRcWN0ULSMQVC7fLprZezY/OGgswbCwePy+98eNiV48UjOXE45lp1VEzFKXD65MjLSeAN15vKNT+e8gI0mjScYSoYCrDAgWl3ilP1Lm3V6a3rcKnVmwDUb0Pk7ModS0yczjLTO6ZA7KCt6ky7O2irFQJZouLswRUt2jqirQsgU2pJ1v4lzBUnuRIudZJBOXQrlcTGoAhopeuMs7lH7qYHIGxsFfB42s34HOg8Tz75JH/6T/9pXnjhBV555RV+5Vd+hR/90R/ll37plzbkWCwPHisALR874jjm/fff59y5c7z44os8/vjjgw+lm41ku5+st19l5hAic8JayVmyvD+Yi7+L1NcBSJMJQvEsV9UcODN4UuOS8mLwHlV3BxOOR1dnLlbfeQgcyeVOjd9pXtoQAfjPjx2hm6a0k4RiL/Qb587Fy7s9Ya5NSE8MXlqMCONR1zXI9QmsNxPkWDj3UqPNVn8Ck5MZOuf4qaj3c+55n993mqKTsJqWQGdFD7W4SNf4THohysCEHApKn3zOYokZf5hnOB9OjOTtLcZVZO7369E0gVQUnJRHSss4MiXwIo51t3E1zJy3fm5gn7m4yr5CjUkv5JHSEsc7sxxpbWd3YdQRLDsRJS/m2lhIeGewSk2Nhsr3F1a4Fk6QaMl8UmV/aYWFXmGJJzXtXOXwtN/hYjjNsi5TLWYOWdFJaCQlHGFIjEMgUxLhEmmHx6evY3JCrloYHcfSaDRGfs83fh5vHzPaE1DkfoZQx2xp7WaxGaNyEjCfY1jxh0J00gtwkLx7NaScK+yQIqXMDgSGRtrunZ/Le8vZ6xqZTIRFyfAaGrqca0smertqxgUi06UgZkhMhDGgmUEKh2nH4VrcItIrdNQzAKRaUJbl3HkJjMl+X4mzczGmREev3/bmXrgXB/Be+53Ozs7iOM4at29hYWGNK3gzXn75ZU6fPn3rFS0fS6wAtHysqNVqvPHGGxhjePXVV5mZmRl53HGchxICXjccaxYRIkCKvaT6KkVnJ2224FBFmOyDtVzdzkLyXSDB6zWsFQIe96/whLtAQRpaaQ1XSJTJQml94XK4s8iZdv2ejvt8vc57168Pfp/pVU3mb/Yi9zFQdHNOnnGZcMsstRJqrdHCj1QNRcBCvUs3HBVLidZs9UZfu0Yn13KmZ6j08wAn/RbbK02ENFS8GGEMi3GFpbTKlJftezUpDdyxWDlszYVrW+mouKm4o207pt3RIpRiboQcQD0tU3YSdgd1yn7Im6t7iMccwX7hQZ99xRqpkJzuzo4sP93Zyha/hSMVV8KhCDzTneVgZZHj7R2DZa7UOFLzYWsnW/wOrjAYIQZu5O7CKufbWwC4Hk1SSyt4Mmt1sxxmLlDRSTDGMOGGpFrgonFcwSe3XRnJ6yuOjUYsFIfnIzB0cyHgcROok6vmzT9Wcnw+4T3Cu2cyMZnfn+MMVyzn5llXPJed3h6WuimFXGGHIebKqsOWQmEQqo7SMnHv51baIJAB9ZGXVnO82aHiGASSetz/G/XxRRFDyEoiSU1AxfGopasoEzLlP9Pbp6HqZC5+/3Djnkifj7Jz1rpMV42+XzaCO80B7NMfBXcv+L7Piy++yNe+9rWR5V/72tc4dOjQbW/n/ffff2CdGCwbjxWAlo8N3W6Xd999d1D1tt68349TCNiYBhINzgFA44ttXO9+BGG/h1mJlfQEECNEqdceJkPj8Lh7gRlxCYNhq1+h0wt7pb2keiU0v3zlg5GxW3fK3/j2a4Tp8LirXibwVnNVvu3OUByVisPQUqJhxslE3GKrMzLztRlmxzjtlegmiqXGqMACEMmo23WtN9lBAmnUc+N6p/bczksUerNtda8pc2h8RM61y9czLMYVHGFQGlbTAhrB5XCKq+EklzqTzPrDnK35qMqWnDu4EJfZXhiKx1jLkXAxZPmas0GLDzvbuRxO0VI+e4ujM2Evh1PsL66wNWhyuJXdBDvKY1uQiaGKGyOkYTkucT2aYHfv+fuKy1zsTg+2U0tLhLnxeVuDFhc6Wwa/z3htjrR2UvITZoMWYa9/YsWN0MZQcSNW4gqu0HRVMRO/xuB5GukO5xoHY3OBZa6Yo+qOhvDDcPj+cIUY6R+Ybxm9w5vkrSPDa5sPFedNxCA3L67kODRamTDOG2DaaN5fbLGlMDyWpbB/ri6RiZl1duM5+Vj2BBoInJQZdydFVyAQxEpTdXbhyjaRSqgpByE8Jp0ZXFFlb3Hr8Droftud7Pd2kn3uXI06CAShKdJVo1+ANoK7cQCNMbTb7Q2ZePSzP/uz/P2///f5tV/7NY4fP87P/MzPcOnSJX76p38agJ/7uZ/jJ3/yJwfr//Iv/zK/+Zu/yenTpzl27Bg/93M/x5e//GX+3J/7c/d8LJaHgxWAlo8NpVKJL3zhCxw4cOC2JoE8SMargGMdEmtwaRH3QkZLDYWSTaYrmSPUEJ9G9ULBRecxGFRmZtWmUhhe8I4g0Uz7RVbTLJTY7c0eTVBcilr84gffvKtj/vLxj/j25Ut04qGA7LfwqIXhMNcpVxyS5vqGtNMUN8nOTWnD1uIw72++nd30p3u5gIuNNiV31GFqh6OvYTNKmPGKVPpjSMgcQFek7Jus0UkDfEfTjAK6+PiOGmn4PNVz8eaiCRaiKofbe7iqZrieTDJRCPFcjeMa5pIp6pQ4G81yuLWb8+0tHGvvGDh4tWS0ie7lcIZSrj1MpCV7Clm+4J5CnbIX8t36biI9KqBauf59j5SXOdrazfHWdkrucFtTXkhdF1iISwOHyREG31F0lUtb+XgyZW9phauDLw6wq7BKM/UHx9c1vcpfqVnpOX8Tfjg4l6CXPlBxu4DBaEHJTXlk24XBNm82Fq405g76uZy9YCwc3G8YvcUrI69VidPhdvLOss4JRS/nBvrS4TtXstfSiFxRiqmQGsNEkIkiiaDRc/S29URho1tG9kLz057P/5+9Pw+25brOO8Hf3junM91z5zdjBjgAJEGCAwCSHmRrtBUuSe6Wyt2yHWHLpZCHstUKq2xHu92qPxxyWC6GO8KWw7akdtsV5XC7Hd0q0bTlUNMkBYAkQAwk5unN7873jDnvvfuPzHNO5rkXwHsPjwLQdb6IF++eITN3Dif3l99a61t7cXlcnAxr1ui4hhXnJK5KScwSSihWHcGFaEhiYtpKseTcx7mg+I1aDHFaHOfJLeegbGWYW1hyWkTaJZ2rpr4VeDch4FuRA/jTP/3TfOlLX+JXfuVXePDBB/na177Gl7/8ZW6//XYArl27VvMETNOUX/qlX5p6FH7jG9/gd37nd/jJn/zJdz2WBd4bLAjgAu8rBEHwtp+/lzmA1RDwlfGLZHhg9xmVDeqzsr1VoDygxfmsx0TicuTshp1Yd6o2BFLzk0uv0VKK1GQsu8E0/2mSd/SN7Qv8yxeeuqHxvrq/z2+//AoAg4ra55YVnLk1tMq/bUVprdqEHKYJ4/FsglrxZiHD3TCmoVxaYvKe4FSjrkp4pk4qANadNu2K2kUm+NjJS7hKI7AYC6EOaKiczEhW3OJYjDKPw7TNq9EGuZScaA5Z98coYRmndfVqEiZuOSknGkPWmyM2gxG5VLwUnaCXNXhzPAtP2zmCcylao6FmSpYUlpUgYi9v89KoKNoY5d6UJE5wprHHwNTHAmCsZGzr1/WKG/LmeJ034zUaTo4UIKUhK0O/gcrZzZZ4OTzBajNi05spf5uNAeOStEysYlb8Mb20QUOljLRP14sIVMpKY4QqyeF8YUdaUfX8ua4g1Thvt1EPNx4Oevgo3Ist4riejjFMZ6HSvGIPU20lnGYBYUkas8nvQwgOwmIMTbfY9hl/Y2oRs+K5CARP78XkZau7ddfnO70yl0AlXBoLfJUhWcOVMduxQVuXpvIYmpj9bAcYs+Z+rqYAHoTF4CY5otcqYnZHtRnmGYm+9QTwZotAxuPxLSsC+YVf+AXOnz9PkiQ89dRT/KE/9Iemn/3Wb/0WX/3qV6ev/+bf/Ju89tprRFHEwcEBX//61/mxH/uxWzKOBd4bLAjgAh8oOI7zntnAaK2xpRJwmL1JYn3SbJ10dADWxWsWN3MHzVB+AqdinVJNqs+p55Ld6w1py0L9W/ca9LMQV0r6pRJ4kET8g+98g//l1e9e11h3xmP+ype/PFVgDuKYSSS1KmQsO5NuIDOV7TCdkcXdOOTa/uxYN2Wd0G36S0hdSe6faxGXjY8S9QYenplNetLC7csHDLMGK27EtbhLxy/7wmoHKaCXBVxM1/B9TcvNGaSNmspWLdaItOJEMCtu2I1adN3ZPlksd3X2aQcpr4QneGp4liW3XuEp5tSeq9EKm8GIrhuzHox4sn+ON8I1XFnPCX1teIL7lnZ4tn+m9n4vb3B784AXhydr7wcqI6NCsN2I89Es9CuFJSk/91XOTlkF7EjLftktZNmNpr6Akw4jCosnNUnu0lAZHz51tXhf1G/31Xy9YI6I5JVijvmWca12m5MHm1zeTcgq107R+aOipFbMnG2lYOdwOFtfZAoyt+r5fGenYF5OGeL1dZdeVrzXdgWb7kn24ozYROV+duiVDyxGpjzfHwMRe7GDJSQxGYPcAeGw4i4z1EOMjTnV+AIrbpuW8rFYLg2ycvzF8Ts/mu1DQIOhTkiMnf72bxVuJgdQa00YhresFdwC/9vGggAu8IHCe6kAAtNJYJReIE0te1GHta6DcD6MtQWJk8S8me7TkBXj40rv08wucT4XvJblXMw0fZPz2eC/AJPuCZaNoElscgIhiXRGy3X5v3zz9/iX3/3OEXPfKs73evz1r3yFS4MBtgzn5sbQLZXV4WiWG7fSLFSEfprgl2rgXhxNqaq1cDCYEQFp6reLjmqSVxLy3bmiia3tId48schA6dn3br9tC09qXKWJjUNuFW2nLIbBcGG8St+28MTsnCf5jIimWrJZyefbm6v+HaR1sj2sFIus+GOsEKQ4fGdwG1eiJca5y9lGXdnbjWeTrRRwV3ufvbxNqudCquWRu6O9x4vDopJyP21ysswvPNkYsJvMlJuBaeBIO1X9ANa9IaF2GGQ+KQ5xpQp40x8QlYT7hD+YKoICGOceofF4cXiCftbmatLBFYYlN+Z0t74/E8SVog937jxlb9EVxJcO7l6H18sQ7vLyrMhlnkSOKg8TEzVw2WkyGM/Oz6hU+JbEMv1JpXlp9bMzgKhUwX1lQReq7UBP7H6K89IQEqXbpNaQ2CEvDMZIPDY8xYU4JDIpa84KLbWOEj6+aiOE4GywAVguDhJc4UztfIZZTkMWx13hkdmcWEMvvbVegDcTAh6Pi32/FTmACyywIIALvK/wTu3g3sscQChu2oeHh1zbfwGEwrSWcOWQgdnE2CLhXtPgMN+udVMQtrhxj+Xn6NleEcYSFoPCFTkbaodVNSYok+WXvSKU2C2rJ9eCJhb4/7zxMn/mf/33fGfram18cZbxf3/mGf73/+7fkeSTStnZceqWYd6wEqLzK/Yvq2U3kMwYlkv7l9P+CmvBjPxkWf24K+swqqh8STwjDQLYPQg53apPVP1xhq3YwZw7vYsWCmkNQ9OoGcmFxkd6AoGlW+nvG1S6eexHbZyKEjdPjeergZuyXs1prcSRhnOtA5Rr+VbvdgZz1b7rQX3i301a3Lu0y8vjk4SlkfBB0uBcuyBaUsBaMGIrbnMtXp4qS57UhcUNcCFaZa0RsuxGXAhn4ciGyrmcrHAxXcVTmk1/xH7aLJc37Jb9hX2l2U6WiHKXg7jFxXQFoSQJLloJenmbfd1irF1aTspaq25VA/V8vfn8wGp4eJI20HUD7tjb4Oq12bmoKljLrTmyXSGAw6S4/s9wgrGeGUL3S4WvK2dEMrMpy06bQaWy3JE5rx1aWkoRlgUZ+SQk7nlEaRsJuMLHlwJtWyy5DjtpyG52gC8djPVpqlnxzbnGeqmSC7pqdRoCzqxlxSnGY7VDajIS67IV39puIDdDAMOyYOtWhYAX+N82FgRwgQ8U3isbmMmN+vz58zz55JM4Dc2yH7CdDcEecC012NLQuW8Ktc2thL2E7ZHKj/PE+HVgRiiUsAgBroSfXH0OVSbFt0vi1yq32y4NcxuOw9M71/ifnnyCP/qvf4u/9Xv/hf/jf/h/8ehv/gb/8LHHGKUpQblsNZ/PTiwtKoUashIS7Diz8G23JIBLtk3bnSlQ/bBOnuLMstufEaz94YwYrPpNMm1YcecqgfsRSdkfuNUKaQUpTTcjNQpHWhpusY2L4TINtzjPkXYJnLIy2tYJWTanOq76MzPoMHc40ZyFg0e5y0bF2FkbUasWVsLiK8NI+HxndI7cCC6Nl1kLZusE2EkLcnCyNeCV8SaxVlyI1mo+gw2VM9ANOnPh5VONPi8NTjLOZrmCG/6AfiWPMUzr1e9RJZdy1QvJSiVWABfiNVzfkpWqaMtJsdbio0HAVryMAO45scO8cFwjgPPh4RoBlNzZWGXpzQ5vXhwwrjxE2ArlDtx6qDiusPlJqPf110YcRMXxXA48dLl8mojKd2M21AadYLbfAsnzhyGbjeJ66qgmUT6pRJdcShSnGg0kK5xpeOylEoXLitPmMB9gbYYmoq1un67zdLA2zYnwaCMqaRpNygeiXBKblNx47Gezns63AjeTAzgej/E871iHhAUWuFEsCOACHyjM5+L9QWFCOi9dusSnP/1pcCyeChjoEIRHXIa4HLHMhaTouauYTP4O2JCnoxGB7EBJDK21NMRsEn6gscPHgicA8JyyD2+ZuN8oSd3EW01bw9Z4xFPbV3nq2jWiPGe19HWbqDn9ipVHp0zkP6y8ZyoVv0HFIqRZdvUwY4VbuUXsDupEqBdl7A9mBGerN5qGklfLghHPHs07i6JiH+656wpCWjIjaJQEb8mJuTxaJmU2+etK6LmfNGq5d0vujIAexI1avt9uVA8H76f1VnFXo2UalVzC3AhONIb4SnO6MeCF8WkuR8vMo1lRFc+0+jw/Ol3rMTzBWPtcijaOvK+tpOHNtusrzeUy9y/MPRzXslvxD9z0RxwkxfFsqoxrYZdL0QqpcBllxXltOQnaFMQzzD18Nyc3kqaTE9qAbhCR2Upum1Toym9oXnifeAI6QrKUNdj+dsr2XogU1KrKq+kIfsVWpuW6tTByLDRn/VV2RpZRuW6/JJmbssUomh3TQT6mP3JouLP16TJ0vxwU1+mGs0lctotrCsWFNONk4LCfKNY8wSujMYk1bHorNGSb3AwQhHScB6frPBOsTQmsyYNaRxdHFwQrycBg0MbnIDs+lH6zuJkcwNFoRLPZfMdIyQILXA8WBHCBDxSckgjdqh6514PBYMDjjz+OEIIHH3yQlZUVUptgWWJJtdDidjplOzUtzzAyZSiwVPpcuU5ffoKhOaSpKj10rVsjKBr4fOtxOjJkQhInhEVNJory9SSBv1chdEulVcZkjYdRNC3+aAUzA+hJN5BMz45htferWxavHO5n6Er1Y5jlLHszRS9Jba2C1lo40yyIS6fMoUqio+H6llWApdUJabkZg6SBkpDlgmEakDmKvNqiq0Ik0jIHzlrYHrcZ5j4vDk7yvf4pXu2f4KXhCV4bbXA16pLourpi57qVjHVdRbk2Rwg3myOsI3m2Nyvq2E8bbM6FhNtuwtV0hXmk1uFk65CLYf2zvm7w5qhuHn1b+4DDpMHro00abs6pVp9hRQk8qOQhpigS4aIkCFV2j3E0g6g4xxMlUmiF7+TkuSQ1Pp3GrOtDy63ve/VxSmBJrObj7RPccW2F9JIlz0vVNvBq380qv0O3QgCX/Nn6A6WITcZSssJS4E2LkzbL/MGlrM04KdTzhhRkJue710ZUvKPZKvMG22V7uTDyGZa+mZn2sQiWPclLg4jA8RjkKQfZiIbyWFInyIlxgNsan52usyCABUaJU/OcNFmx8TAr9s8TDfayo16X7wY3mwO4KABZ4FZhQQAXeF/henIAgT+QPEBrLZcuXeKb3/wmZ86cwXXdaUeQ3Gbk+LRVwNB0aJa5ezlnKssXREGIFZ4LLwDgy6pNiKx8t/A986TmF899farW2DKMZsr/s1I1GWaF+jFM02mSfrOc1ONJZSSwUhZ/VEN1k24g42ymWlW4IMYKHCG5dCUkiusm1CeCWe7RsmqwPteRYNkt1u2Wnnn7vfqkueR5eFqwsbmPlQJjZ1W3YebQNw2kELXcvY4Tl+MqwsEvjE7yRrzBlXQVz7c0g5xOIwNX0vJzfM+glUPuuLw0PskzvXO83N+sKXdQhEurGOd1C5dh6nGyOeBEe8S3Du5AG9hOusxjJ17iXKfHcxWiOMo9VoMxUkBq3WnByCANWGmGnGoP2Itnx86VhkvRKkuNaPp6O6r4ArYLQrgXddDKoR8Xx3nFi6ZE0XGKk7jkxmRa0PBijAGUxRiQZpuP9zf4bPs0ZxqdmvmNxeJKyd2tFe7Pljh7ocsb3+iztTWuEb6mV68Er4aKVUVebVVavy17Pq5QvPB6yFJjdowbXnFMRqGH0y6u043AZ90uE+WG/qAwzvaQPLNf/JZ8BwSCl/cielmhSPdK3z5fehxkKdY6BNLhSrIP1mBti9QKXNGiVelhfTKYEfO90NZU0KRUqRGCtmriENDP6gr4u8XNEsB2u71QABe4JVgQwAU+UJiETL7feYB5nvPd736XV199lU996lPcfffd0/DzftZDYwhNRlu5bGc5jTJ3b2AqhKgkgCNOk5T5gZ6o5knN/s5sobwMtMu6G3JP8B3OBodkpRI46bAwsdnoVbz9Vsu8KK8kofv9WcL/pPo3qXYDKQtM+umMEMUVQp1ozRl/lTQ39Eb1HLa2M1N2GtZhc44AuhPVLStow25vVDOIXvMbmNSyebKH72h6+czSZWQCXMeSG0G3tIIZZy5tL+XNwRqvjjbxfEPLy3GURc/dvpb9GdkMU5dlP6LlZay1QhLpMVYBz/bP8vponVHmcaJR74XbcusEcSvqThXY25YO+U7vdqQ4qjyrMiS90oy4Ei4DcDlamRo/rwYhLwwKcnhxvIojiz7HW3GdTIbGI6qQ0JOtIUmpeDrScGW0wo5poaQlK610hIBxUiyz4oeEqYMSlijxim4qiUvbTfG8jCRIuXR5j1d+fxf1Iqy/4HPf9gof3l2hfcml9YzD7u+P6b+u2T+oVPBWDaPnCGBU+R1WOUmjkg/Y8Vzu9k/RDzOalbw+RxWdZF7bGjIqy8nXmgENWaijQackhbQZl9dvHA/ZVCtIxFRJHJQh5bzMlRzlOWeCov9vZkOsFUQ6J1D11oS+dOm6BSG8OMio6qCDsPhbScuS6iBsY1qxfKtwswTw3baBW2CBCRYEcIEPFIQQ3/d2cKPRiCeeeIIoinj00UdZWyvysyZm0JfDS2ij6WWHBEJxKTnEETlCtBhOQ6ZiqgBezJan61YVAiHFjEzF1ufZ5AxXsxZX8w3ubz7P/3D3f+b/cMeXWXIixmUv1n5ZWdlPkinhWypJXhwVn6WVvKLWpPq3UhDSKP38DuIIVd4C+pXE/lGasWyLUPXeMKxViKpKPp5IoaXqocSJMXASTs6PqFUCd5RHmEW4TY2LJjWSlpdwbdyhWRZ9xJkzJV6D2Od7/VPgS1Lj4qmqd91sn4aJR8ebEbheMleRGgc40rLajPB8yzPDs7zSOzEtqBjnbs1OBsDM3R5PtAccpm2MnTGdMPNYbRTKkCsNB7pFpiV6Lvy82RxymDRQzuz8n2n32QqLY9NLG7QbCdsVUuirnKvjmUo1MAGOKslmIyTKC5K13IjQtiBgo6S4Fvwyp1JIgysNOpdIR9O9r1TVXEmWGXa2RmxdHRGNciY8z1P1/a4SQG+u0KNaVW4qBNCtrKPlKsK94jrxK3l9VhjOOOtYBIelmXrLk7y6W6wzLq2TTjVPzJaROXrk4ZcK+bJoMiyrgg/LKvVr8ZAVt8G6u4FmjDVJ2QWk7sMIsO4Wx3s3zGo9sXvjwtRHKfBsA6xT8028FbiZIpDRaLSoAF7glmFBABd4X+F6QhvfTyuYq1ev8vjjj7O5uclnPvOZWmeSyXZ302ukGAb6AE2LzOYoUqz4EE5J8HzRAixG3s+4UmyhmE2YDsWkmFrJU+FdJDZgrD20iAHNftrlkbWX+JUHfhtHFi3lDuJoqrSsBoUSMAkBR6Up76Bq9VJ+1q8Y9k4qPo21rJXh4P1opvTtJxH5sPiOtbDZrFrBVBL7hzkirxfjTIpChsPZGJbdmaqVjxPkmV2UY4rWalqSGcXYeLOQbLnKnajNftahFZS2NtlssjQWVir9fYdzfn9mrrvHvHCncWi0NK+OT/LKwQm2omXmGmXUKooBroVd1ttjvndwdvre1dEylS5nbDTGPH1wO6vN+rKBk/PK8CTdxuw8CAF7aUEAL4YrOBJWGqMpsQPoeDHGwuvDdbrtlN2SMCpp2R+3pus+SIq/l7zSV8+PiXNF14/JtUCpwhw6OFlsf2LtMkGaVT0B5wp3Kuqx69Q/G2XVIppKW7fKQfGFy/PnC7VVOVVD9JxxT9J0HcKy37WHx+XyGhrkxf9pWskz9WBo2pxYKfMH8xbD0jD9jf4BHelzLR3iCIHLEo7wETJGkbPqfph5rHsTwi0wevZbF0Kw4hRFQ8K4WAOpvbV5xzdTBLIwgV7gVmJBABf4wOH7QQC11jz//PO8+OKLfOITn+C+++47cnOe9AOO8kOckuBFtuwHS8K+2cApVYugNIE+n99RK/TAzohWQymMFbyYnGFLNwlEzqFpAi4j4+M5Bm0F97R3+Qv3/Dbn2gNya1jxi4lqKSgIZDQqlCuvWWwzM4auPxlXMXn24nhqc1HlOZP2bmGeEZS3g8MkYnurQuAqfWF74xmB6R/GhON6juBWf0RDObXcP6VnWxSZpXVyjCs1Rkpcobky7gJiSmx9kXN5vMzANmi4s/ULWQnRJT6uqkzIc0Xhbbee37fcrIeyJ8UeTT/DaxsuR8scJLPQ2l7YqimKAHHpD7i+NOK7+0VIN7FzLdQAbRU74dKR9xPrshvW1ZvT7T5XR10Cr7huPKW5VCka6foR54fraDkL+U73MaiMr9z/TpDQSwKEgDR3UdISxS5NNyVwM/xOCk5ey9cDiCoEcL5lXFQhebLyme+omtdkWun8Ub3IZOwzeQaylXOorealK0NWWjPilSXF8fSkpJ9HnPS7pJUE1dzmvLg/ouEVG2gFK1gByyKgT8IqxboOeruMhwlJ4hHqBEcK7mk9xDw2vJnimlYMxpWULMk2UlqyTJEbQ3YLnQestTdtA7NQABe4VVgQwAU+cLjV7eDCMOSb3/wmg8GARx99lM3NzWO/NwkBR+YQRxRkYVhOgIKQ1yKLLG1dXBkAPt/oz3qxAjUC6AvNK8k5LqQnMdaQ5JJUKCQuRsBasMcb43UcadDa4W88+BVaTsxyafdSdszCLwlaVY1ZLpXLiU1HbmbEsVr926yEcNul9UrbCdDRbAav5vBtD8YICquZ/cOQvcP5xHjBvZ01knS2z8P+bJ9VA/xWTpZ7CElReenUQ+OxdomFA1iW/BnJaVVIXarruWjV/L0kl6wEFXUw9ukEs/ytRCtW/DlC6Gn2TZtXD04DsB8d7bTgV0LOq50xr/c2WAqiI9+LtctednR5z8/ZTurEUArLpdEKXiU03PESdCWeup+2cJ3iPK4GIcMy56/jJ+yFxXW46ockZaFJL27wSn+DvbjDq8N1ekkTaSFLHTwnp3H34IjSHqVVklcfd5gcTwAn3pTT/a78JnVZtKSEwA7UkfcBWjRJtaHdmK3ncFx8vtYs9nFTLk9JY0MplmQXbUGWF3+YFP9vlNX1JzqrrDpLuC2BFZbtUU4/6aNzxf7FQw4PD2sOApve8vTvUVpJdZDgmQCEJUwEWW7IbmE/4MkD7M2EgBcK4AK3CgsCuMD7Cn/QIeDt7W0ee+wxlpeX+dznPkej0XjL7062m5g+ShQ34bGehC1zzscjBAXR8IRLLj9KaHMUFUNmZoRBigYvpx9mrH3aUrNdmgGPtUfXGxHpJgd5SeSMZMUf8t898FVapRVGGhfrckoCWPX4m+T+1bqBlN+rJu5XDYCD0grmdm+FlWB2HESFjCS5Zj1ocTJoYwz0RjEdv54HuEI9Sf3a3iy3LuxcJfBzEEVv1di6CCEIZHGM9uMA7UikECSpO+3ykWumhSEAVU6daVEjfL2wVTNlHib18ezF9c+TXNENIlxlcNspz+6eO9JRJMocVpoz+xchBCN88jkF0FhoNlPW22NeODg1OwbjJRpezkZ7yE5YJ4e5UoyzGQlqeymXy2KSw7iJ39CMM6/cbj2/MS6JsJKWvbjNi4NNQulhlcDxNZlxMJ7g9f4aiVZ4QtM8dZS0juIZuZ7/BY5qxs8zNOYI4CiffS8r1cD7mydIkwq5N7MuIOGo9Lgsq4HbjseoJKLLjWJ/B33ISlV9I/CJ47LvMRmn/VUmPkd+mU8rgGVnBamg2/LYFRbpagK5ThzHPP/883z961/n2Wef5dKlSyyZmbrdjyqpGlJA5iKAfmSQyqLtrZsuJyR0YQOzwHuJBQFc4AOHW0EAjTG89NJLPPfcczzwwAN89KMffcd8nEkIODVDJAECSWoL0qXFatHVoFT4XOFwLZ8knVcIYFkNrESXRvMvo8VprABfCkY0cYTLyFqUEBzka/huxiBvs+oWy31s7QqfWP0GAEvdQk2KysrgUZpO+7FOu4FUJu+J99swqYRHKzO6V94OWmkwNZ4GyLN67tOG32TNmZGqU616SEpHdfoUZYbVklDKzoBx7BF4CePUxSmVrY6bEOUOu1FnqkDllV67YeqjKuHDVsXSpZ80a59VQ3nAtNBjgmROPdwP2zVC2O1G7OftWkeO7WEXKev7NcwaXE26NbVud7Q0Dee6viHNi/MxydGTAnaSGQHcj1q0W4W5cxU5xXKX4xWUhIOKZUzHT6YFG6uNMbkR7I9a7EVdUBJPGcKSMOpMIiWkVtE3DYSARichq+SiBq6DNserWw2v/lnV+Dlw6uR3UKsqL22MdmTNKmZcvr/s+7xyuXgwUGVe4V2NNXrlOlqeQ0O6vHx1wLjsIrLacHlxr/h9RSaiS5cJB9Wm8LJMbIq0Pq5oEiiBrxIgZzW4jfvvv5/Pf/7zPPTQQ6ysrLC3t8el772EKilvUmk9p5QkjgUIy944R0mw5tZNl1prhBA3bOcShuEiBLzALcOCAC7wgcO7bQcXxzHf+ta32N/f59FHH+XkyaPVgW+13cIDcAzCpalOkJsQhSI0xQRuKYiaIyTPTSthZxOjsZOK0XP4/k+w7t2BtS6pCUikxmoPQ0puYawDTvpDXotu47bmwbQjxl1rF9hs96fBtGrRxzQ8XE4s/YpdzKQgZD8KpwbRcSXBX5QKx3gnQ1YqXatdGqAIGzcqylfHqfvnieQomTjVbNNtazwvnVb5RqURc27AVZor0TJVPaTa4zerVNVmWrDcmKlYSV4nIq6qXxuNuXxAdy6ZP5kjjMPYZ6Ub8ka0ziAtFKdozjQaIEfSbqS8WlH6+hWi1vJSXuwVIWXlzI7JRnvEYenjt12GmttORl7JldxojLg0WMXz83Ifsinpa7kZ+6UxtO9oLvRX2TFtgkZKWhpoT0jpxKLGEaCU5UrYxlWa4dr2bJxBff+rJK85p+5WjZ+9ivGz76halexIp5wKOrz26kGtJWGvrGI/GSwxTIp9m4R43UhNP/dcuCPYIDOWXla8FxCwU7Yj7OuQwViA0rTxyDGc9ldJbAQGch0ghEPbEfhSsuneCRTKbbvd5rbbbuOTn/wkf+QP/SFONwpCFY8rKQZpwmE/w2LYGacIYTEWMnNrUk8mBSA3SgAXOYAL3EosCOAC7ytczw3x3djA7O3t8fu///u0Wi0efvjhGwqnTJRHbSMEEinWSc2YlgrYKf3btCnChBlNLqUF2bOlKugID8pwVqfx3yCE5N7Wh8mQjI1CIDnMmkgp2E9XQaTE2qFnikl4VKpIbS/mxz/6NHEZcjusVPBOwryTSbwXJ1MyOOn9m+iijzHMmUFbiyskl88PybPZ8d0b1M2cpRHYiiWaY+rnbLDTO3LsWsJleTUCUYQrw9idqnbCCq6MlpGqIIITBJWuHJMcwSRXvHmwzksHJ3n+4DQvDk9yNVvm5fAkL41P8r3eGbaTJV7cPcWV4TJxrqY2LcVxge5c3p7r1Cf1XlSQuGYj41K8wijxcd2j19uknZvfTtgdFURuPkrYacZsjzu0GrPjLIXlyqgo9JhEABt+xpX+zKdOCLg8XJn+Hppexl6lG8hExRynHnt5C+UUy0Rxca003QxrLa0gReeCRvlaWEk/Cci6Mw/E+VBuVQxsenVynVbUPKdSLTzpQjPBMEs4ly0DYvqA4irJoDQw3xAzopyRIxH0e9n0uhXKImIfJaBXWsToMkweKEWoE17aHZPYhBXbxqqMJm0iE2FszlakiY1BiByFy4dbH+c4KKW4o1uci0ajNW2JKIRh5zBmMOwXxC/OMVqwEw+PXc+N4mY8AGERAl7g1mJBABf4wOFmQsDWWl599VWefvppPvShD/Gxj33shm/Asy4gOVIYMtPGkNNSPq9HKQLIS++/PT2b4EwZ9nVFofoIfJaCnwTgQ0ufIjeKfQ3KKoYlFxmbLktOn1fDTaTJeHZwFmOL5Tten1NLPW5bfwaAWOcslTl/gVtMkpPcP2PtrBtIRdlZ8YvxHcQVJc1YznldkkQzCmeq3yhO6VSazyeJJhrOSFMSz6kimXuEENjUItyExCgaXkYvaRCUSl2eSZIy/7DppdOxVgtAtBW8cHCKN6MNBrqJ2zJ4DY3jWBpujpQFmbJC0F5KUW3L2Al47vAsLx6e5lJ/BWuhFzWmIdri+BwlhJmZkZ5GkPPGeIOWX1dBD6PmdD1Swk7aIdOSdqv+vcDNeW14tKhopR1y8WCVIKiMRVRD3h7WF7UOLUkyO6YrQUSmFRfCVVrBTD2cdAPxHE2YuQgBSeqglCHLHVyl0UqigwjLpI1cneTl1f6+cwSwWi0sa50/ZiTSlUUO52vP95ACBqUF0XJzVpmejystBnXKXa1VVGX/NTlvbIWstIKp4bMpVeDNps8Zf41RmjPSETpxiElJMkFDBjQ9w8XRmK14hCVFEXCqcXr+FExxW6tQ74UQbHiFutZsNumFdkq20sQQjmJ+91uP8+KLL7K9vU2apm+5znfCzVQAw0IBXODWYkEAF/jA4UYJYJIkPPnkk1y7do2HH36Ys2fPvvNCb7HdMIvIjIMSyTQsKGmylYWlwXIxWW1nM2sLPSGAsniv7f8oSnbL91w0K4BDYjxwU6wVpNYjUBl7eYe2M2LXtHAmE7ZKiVKXT5x5jnZZGNEtu4FMLDyqYbduqfZVC0LaZWVvL4nxS4uRsTZ0ywKDg0GdFFW9AA/GMQd7M1Vw/7CuECaR4VSnPkntxz2kk5KiUMqgVeFfZy0MkwApBXkmCEo1LsmKApAkV7xysE4kAxzfIiW1fL08F7S82UQcJXMhS+3ht3Iiz+d7/dNcOlzHVBTLftQgcOsE1vfq1japdXhzuFFbrjdXWNJuJ3x359zUqLm2PO40F3ACz9FcKws9Jlhpj+mNi/Ve6a3QCDIOhrPjuNSKyMq8SE9pXj7cwHEtSlqGcVkZHCSkadkusUwZcJyyUl1YPK/4O8oV6lQZbnXqY6tWic9/VrWEqWQJ1Dp/LPk+H3E2ieKcTjOYqnqdsg3c3e0V8kpFbS+LWTFNgmC2Dl+47I0SlstlWsojLAtEVhouTbOEwHKQjdgdWwYmJM4MPi086bAW+FyK+iAyXHHUkqeKc+1J+gZ0y9+oEGAR+OXrTmuZdmuJzuZJXNflwoULfOMb3+Db3/42r7/++pHq4nfCu1EAO52jFeYLLHAzWBDABd5XuN4Q8PXmAB4cHPDYY4/hui6PPvrou7p5KqXYzQ/R1gUiRmW+VWiLCSSQExVEclASQIlETwtDCnLSbfxMbb1LzkmMaZBYH08ZBskqSqTspS1A0XFCvCCvKTNp6uA5mh/6yEsAU4Vu4vU3SKr2KWWLrJpB9GyyXS/VwL7OiHbLXsNhUlN1lryZ+jSMUkaj2bp2eyP8snJDCsHB3piOUydig2AbYyTCWsaJhzACKSz7oxZ+medm0tmEmCeKvbDFm+M1EtxaAYZfIWxR7NW88fK3SdT3fUPfNHnp4BRX+svFvsx1DMmMmPbjnSBMfRrtjBf3ZipSekxF6Mj4R4iesRA0MrYOVo58PxYeVc4gBOyFHYwF7ZaFCZWCFdfR7A2K6/dw1GRcUZntxONRMC1emZDptp9iTPFaiKL3cmYUXlkN7MwZP6dV4/K5z6oFRNVcQbdCFDuey9bLxUNBp1lpHegX31nJA0x5PqWAXhZxsJPgeJVtpcX12SxJ4V2NVUZlxX3LU+wNNOuNAF869NMcX7q4qrBysUiW3QaOtGAzfNZ5O5xrTQigxSvzQSfXlCrby+VaYKwkdeCee+7hs5/9LJ///Oc5d+4cSZIcqS4ej8c1xX0eN2MCDYtWcAvcWiwI4AIfOFyPAmit5Y033uCpp57irrvu4hOf+ASOc9S090YgpWQnG6Ktg7UJ41LFMBQqzURJ8+RtTOogqq3SHOGg5Aka7qdr6z0T3IHGJS3Jy27YJpAjriQrtKTmcrxMmnlspzND3Umy2YdPXuD08j5BqcBMkvQPo2j643ZLpeGgkisoKvJN1y1VDwT9a7MJfr09U/3cyq3iRNDiRLeq8AnOdYtJdL3RKNSduQ4htp1jsCgsqXUQBrQWDHIPv1SlqEyYvbjBvm6iHNCm0gHEWFoVA+R8rgCkWjgC9TxCKEiU29KEns/z+6enPXUnOBy3axXFUISfAfylnPMHBZmotqSbjk0JLvbWau8dhO2i0jmw6EqRR3/coLWUsN2vV/+2mzHXess4fqmateIaqdRIrIWtZInAT6eh33aQTNc/McgO3JwoUUhpiVMH39FkWuBYi+No0vIUyjnj56rxsqywa8+RNRW5WhBSNZZeF032DotrrRFUCWxxDe1cGk/tYFaaAWtek4s7w+lsJAVsH5YdS0oi7MbutF2c7whe2h2x1vY55a+z6itW5BJtHy4MYkZ5ji8dAlkYSq95t/N2uK09Owc2mRDp4n9TPuQlOWSZnLadg8J/8+TJk3z0ox+tVRfv7+/z7W9/m8cee+wtw8U3owBaaxcK4AK3FAsCuMD7Du+kAr4TAcyyjKeffpqLFy/y2c9+lttvv/2Gq+3eart7JkJbhRRN/NKMNjNl/9WSAIbmHLYs9vDEjKAo4dD2//iRsTzQeQBtJEZkaCOJtIunUvbyNl0nYld3EMYhdxWDpJi1GxWScv+Zy9N2ZBNLGG3t1AxaTiuCk+kYs8rxm/QGPiuaLFW6fixV8v50Ppvsl52A9pwyNCGRK2VrudGgMuG5OcLXCEeTGoVQ4ArNzqhTqzaehE+v7C+TSndKTGTFqyZO3RpBmz+tzWreoIZWo1qBDc1Kjp7X1GynHXZ7swl1Yp9SxUShBIhcl71Ru7beybo9P0M1NWElDD0cFcfDCzTX9mdFHgfjYptjXc+VbPgZ29GMkDjKsD+Yke1uO+Ti3hoysChlGQ7Kqm9pGYRlikEQk+fFgclKgjw5TNZIfD/HcTW4YDrJEd+/OK/KkrM/23MVwbGeHZdJ+p4AloYz0lftHSwcwZ2tZXYPQsblddptepxzl4uxlikOK16D13aKYgtR/sa2dyP6ZQGJYzwyY+kGCpX7tD0wuYvvCPppytUwRIsUV1q09flw++0J4JlWB4kofClHk3B58VlWmkOHqSFMYGyOeigW359VFz/44IN88Ytf5CMf+chbhovzPL+pEPDCBmaBW4kFAVzgA4e3s4Hp9/s89thjWGt59NFH6Xa7x37vZrc70iMi7WIJCMr7d1SqSH5ZyHAx7mJtSQArPVeVkLS9Hzyy3ns6d6Oti8AwSpdQniDNfVKj8FVGJh18IXBcQy8t9qdTsTbpNiKCdtEruBr6nXYDqYT01svwUTVHUJXjbo8dmu5s8q6GiYeVFnB5PyKfs4ZRZX5cp1Q8t7f7U+6gNmKsKSwvJl5qrtDEVuFUyF3gZlw97BJ5bi0Pz2VGVucVv2o4OMkUDX+2XBgGtdBxOPanRRJQeMe1Wil7Tovz2xsA2LmK5iR1aDQqY3ENbx5uMG+XPBg1cd2ClF0ZzsK9uhLmyyukOSsZU6cdMaoQxjRXDCo9aaEobJlACNhJZ8qsrdzCJwKqlBBHBTF0ZXHsWn6KtRZXapSyWC1QWDiRU9VMW55bM3uu/t2cqxYOK9fQpFDj40ub5OOKMujOxq4xbJpi7IelPVHLd0n6xbJRqQre2VyZKt0Zmtsay1A5L5NLz3dhZ5DjO5adsUHhcKYV8OZ4xEj38KUgy30+2rmHt4MrFaeaHSzQ6xW/q8khj0pPy2GsGca6poC+HZRSrK6uvmW4+PXXX2cwGFxXuLiKRRHIArcSCwK4wAcOx9nAWGu5ePEi3/rWtzh37hyf+tSn8Lyjas67gZSSVITEWpKZBoE0SByiMtzplZP9k4cWY8uWcKJCAAloeg8fWe/Vq1cxkSTN26S2je/EnO+v0FKWYd7AIkhtQQp6ZhmAjjezNvFkxvL69xDCchgd7QYSHVMQ0qt0DZkkr4fXNE6F14gKcdzpz7YX9xPaQX0SisqewE4ZhoxTzcml4jtyOUcKyBMH19VYawkzD6HENFxprSXOHcbKxei66taokDxRoSTWWpoVJW6+ACRJ6oRl/vMw8VGqKCxJOopXr50kcOsh4+HoaL5Vkntc3d2ovTeKZ6TNaWWEcZHf5zZn6ws6GXv9DlmucJuVCuLB7CFlZ7BEo5WSZbNbc6cVE5c5cdd6XXJm+9VozcLArUbKpLZiEpFtNlKSVJFqxXgU0HBzjAFpwBEGlvNa8UJjzhMwr3423/mjYiGUld6K+kJWs8Kp/p1YzfalEY4S0wcV31W8cakPMFX4Wna2ndBkbMoO7dbs3F3tF9euUvDa/hClNOcHYxJj6bgNlpwmoQlRwpDZBp6qj/s43NZewmLZO4imtkkA/XFxngZJxkGYktmb8wGcDxefOnUK3/evK1w8gdaaOI4XNjAL3DIsCOAC7zvcaAg4z3OeffZZXn/9dR566CHuuuuuWxLyPW67uYzIkYxyF0domuokolRZXAmu3ORCnKPL7h9OZRxS3Y0Qs8nIGMMLL7zASy+9xGbjdoxtkhiPhjNiO22z7MB21sEaS1QaL8c4xLlD2x1OCwgabobvj7j95A6xzqcFIV4ZYupXVMGgVPUOoghV/vyjPOdE0OZwO8VUcveSZDbZjZOMVrk+kyjG4/oktXtQ2N+YeEYY1ptNLBoZaBxHM44dlGPRuSAt1TCvJFzjsU/fBAgh0FmlGCSVUzNkAEfOznsU+bWq2zx/+5CamSsQieM6IUzbgp1hvWI0zo6SByMFsS8IK8vntkL0JVzbX6E/bOG4dWWnnzTZH3Rq/XaVO9uHsSlI6f5oRrCltPRGbYyFET5Bc0b6lGMYlWFmxzGMwiKk3GhGpJnk8sEKr++scTXqcnW8xJuHywxGjSIX0teIpp527YB6NS/UUwW8Sg6tFEzbtkHhLfmJpU2uXhigK2pW9e+mcNjdD+l2GlMaH2hnWnV8kES4UpJFlT7SeczoUBOUBSTLXsBWWJqt4xZ9gUsFfi+OcZXDSbeLRaOkRpqjxTfH4Vyri6UI5a97ren9ozcq9jHVhig3ZPn1uw+8FYQQKKXodrvXFS6eEPTRqPiN3YocwH/yT/4Jd955J0EQ8NBDD/H1r3/9bb//X//rf+Whhx4iCALuuusufv3Xf/1dj2GB9x4LArjABw5VAjgcDnn88cfJsoxHH32U1dXVd1j63W03tTESwV4qUCIH1pFMui0INLcBoCcKYCUE3PY+Mf170o3k8PCQRx55hDuW70UbB4tB26KiNCBj3/goa4jIybXAd0Je6J9GCjvNNWv7hSLy0TsvI4WhG0ysLIpJbD+c2bRMev9qa1kv27MN05Q75XIxrnQ2wQ3G9TDvRtDAU4r9nRG7e8Na/l1vFLMcBIwruX8N4aCXMwwCR5mpz10U+QhV5FwFXtHhYi9sI8pERlGJSeZpnZA0KqHhNKt/JkS9AGRifzKBcuqf27T+kBCNfWwXXrs28+2zxzxHqEAjXcuV3uxak1593bKb1yxcJgiWEvpzlcfNZsreoE2WK4RfKmlzt2YhBLv9JaRnkcpOSR/Ui2R0Uj4opC6v768TO840QU+5Bqskw8xnkDgIa3GUZac5oOHOFLlq4Lfq++eo2cFoBz7GWqQw/Ln7H+en7voP3Bl/D6jbDSWVzhleXIa9K5XB6bDY1lLTJzWae9qrTGplBJbE5Lx+pYdThpLvbKwQlvmDaVa8l2vYbHi83h8BBkcZpCiC9G3n+u4HZ1tL0zDssmpiS6uhJDMIIDWGluMSv3v+B9R9AOfDxV/4whdq4eKvfe1r/NW/+lf5tV/7NVZXV9+1Avhv/+2/5a//9b/O3/k7f4enn36aL37xi/zoj/4oFy9ePPb7b775Jj/2Yz/GF7/4RZ5++mn+9t/+2/y1v/bX+Pf//t+/q3Es8N7j3ZVFLrDAe4BJDuCVK1d44YUXuOOOO7jnnnu+L6pfFUUIWLPsSq7FObc3cwbZEohiknOwHGTFhJPbgghVw0mr/kNAYU3zzDPPsL6+zv33349Sik/bj/B7O1+j64zop8v4jiLLJTlOYUzsWg6TJhvNMS8PN/kUF6eKV8tLMWNoBil3nt4mSE4AoEvlINGa5UZAL4lrikzXD9iOx+xHIRt7BWms5vrt98dQSUdbbbVBOfRNjyTVbHTa7AxmoeGTrTaHb846JaRhjlrJMUaQJR6u0FgLuVZABrlAScvW3lKtmqPq82cqlbN5LmhXPP/m8/V8WQ/PNZtzpsyNumqp5jz7ktTFaWnMkuDC1ga3n9zFDerrTGIXt1GwAGdJs9fvsNQM8Rsp1bxA5Vr20yanmNumhEHeIKAeau7FTbLUofQKp9FMSBJnGgpvtkIu95anvZNNJbYaNAqbFykhCDKGo4AraYfcODhkuI0MYwWOq/mot8vff+DreFLz3cEm/8OrX+Qvf+Y/8lM/+QqHsUdoM5TU/KsnPsfzV89wtRLaFpVK37bn4qpt/uqn/r989vR5+lbyuVPfIRz8SS4ns5D2qEw/kAIuXyq6jzQCF8bFbyOMiuPTbfnsMmYp96bFIN1GwG1+g+dNH13mcrbtjDzujGIElqG2rDUa7IQhY52QMwabkxvFPa0TXA/OtZemZL9pvOmZNMayFjQZpgnrQZM4uzUMUGuN7/vHfuZ5HidPnuTkyZPTyt9vfvObfOUrX6HX63HPPffwgz/4g/zQD/0QP/zDP8zKyvWpnBP8o3/0j/gLf+Ev8Bf/4l8E4Etf+hL/6T/9J/7pP/2n/P2///ePfP/Xf/3Xue222/jSl74EwEc+8hGefPJJ/uE//If81E/91I3t+ALvKywUwAXed3gnIieEQGvNSy+9xIMPPsi99977fSd/UBDPDE1bOlyOYwQZW7GDnYZ7LefLEFxWNrCfhIBbzu34cp3z58/z1FNPcc8999S6kdzVOofCxVjJIOvQUYZB1kRaS152ADkok//HNmCUNaGmlBXr+fAdV2iUYcdqkv6kG0hceW9iUeNIyd4bxeTcGyWoMj6ZZJq2O1OXHCRrzowQrLfq+XErTsCoEhre3xshWzmSIr/Pk5pR6E+VOGFhHHmMlIuqhHbdinJXrQBOIxdjBQf9Flf3ljmMGryxtc4bVze4cHWNwajJwbCF1oIocqemxwBxhUxN4DfrJKxKquK24MrO6hHSOB7VCzQO0hb9cfPY6y9ynZr1C0CaKhJ19LbbaKYM8hkhkBJ6hzOlJ4x9htlM9fOb6cz2xdOE5XVngYv9Lo40OI7mjy5d5j9/7Lf5n+/7XU64I/7Pdz7OkpMRSMNnlrf47849w0+de6UYvzfC8UKaXsbP/6Fv8H/7mX/LX/vC/xOA/92D3+JnPv5v+LUf/Z/513/6n/OXHvpf+V9+/Df5w7e9xmu9E7iqyPN8+KEXcLyd6Tgn6Qd3dpfZOygqaJVb7P893RUGpa9gq1GE2revjKbFICtNHxUVGkVaVtVnZYpB1/V47WDAWsPnWqLxHZ8Nv8VhNiY0IWCJcsXHl88dOdbH4WyrOxU+ZSanXD4zhhUnIDGajvJI5+yNbhbX6wM4qS7+5V/+ZX7t136NbrfLb/7mb7KxscGv/uqv8o1vfOOGtpumKU899RQ/9EM/VHv/h37oh3jssceOXebxxx8/8v0f/uEf5sknnyTLsmOXWeCDgYUCuMAHCuPxmGeeeQbghnv5vlsopcisRYkGuQ2xpLw+ylkpq0SVsDw70DhCYEoVQwnAwor7KZ577jkODg749Kc/fexTe9tpMc7HDHKHc8GArbhJU0WkLjSAxJSttKzhhf5pGmJmSWFLMtDwM4LuVbjq1XL/JnmBg4qR7yQ8/SF/jayVMIz6WAtr7YCdsv/vyW6X1/YOAEhTTaMSbmyquRBsXJ8cr2UDkBIpNImAZT9nb9xkqSzcUMKwE7aKYpBKr91aBXD5fr/XZH/QZo8mQgE+GCSUCl0Y+vitjDEuO8M2ZiBZa4asrwxQyhKPfVrerPAlDh3coK7myEqIWAjBdtbmZGhpVaxj0kzhVZi329LsHiyx3qz3iE1iB9U27B8ssbnRn74/GDRRDctg2GCpMzt/rqsZJx6dTsW2pkIqD3ttqJBJpSzjccDSUrGOJPXomIg48rnDG/LrH/k9XGHxhUUIuKMx4rfu+y/4MqaqVP74xusIIcitYWSLzizKWLxS7fv8Xa/wox99hr/6+a8RWUuOpS0ld3SfZFwq0EGFyHRXh/zAQ1/l9d/5YZScFXuccVtcplcOvvhvWftciYoHD8+TnHOX2H09ZHm1fGgKHC5dLfLehjrlTGMJXRKwU60OL/X2WQ0avDKOcaTklNdhJFKMyFFIxpnHx5fu4HpwrlUUgQBkkUUtleFlY2iXNkkN6ZDcghxAuDkfwEkF8B/7Y3+MP/7H/zi/+qu/esPb3dvbQ2vNiRN1ZfTEiRNsbW0du8zW1tax38/znL29PU6dOnXD41jg/YGFArjABwZbW1s8/vjjrK0VZruu+87VfbcSUkoyBJaJUmO5ECboMtyrrc9OqglUVTUrJpK98x3iOObRRx99y5BN1z1BlHsIC1JoDhDo1BBjCwNfJYhyl6bSXM6W6FQqVkUltCsbuwhp2A/D6VQ/sXTZi2b5gLas8rWXc5YaM/XJMbNJruoFOBwnZMNKK7Bszuw5rodU01O6UGuNQljItEILOSV1UeZhlMJai1dW+pqcmnKnc8nrW+tsixaplEyKqo2xuBVFT1eqZoWCGI+eH/Bqf4Mrl1dJ4vq1Eo/r4TdjKMO4M2S5y5Xxck3FM/Ko0tfPAuxcF7BJjt7YzvXSLbt0DOK6kjjqN0jmPAH9btHWzRhBFEicdo7OZtvPtKItC4J1ojnkfzr7OP/uE/+Rf/6J38ERCYG0tTzNkc1I5gbaUIbMakJTnFchIKpcS460/PyjX0MDedlvZD9xiYzkid2zDNIm3aUrAOwP2jSaGfedu8zdp6+w3A6wFKFe05+dq6wk0KO9eEaoHMFpWeRMTvpTt/A4HBX7d5jGnHLaU8lizSuOb8spjllqcpZcD1cKPAWeFBjdxZXXp3G0XI+OW6xrNMinv5vcGLzSDNoXikSbt1jDjeHdEMBbEe2YX4e19m3Xe9z3j3t/gQ8WFgrgAu97GGN4+eWXuXLlCh/72MfY3Nzk4sWL5Hl+y61e3hZCkFlBaibmuk0sYprvN9IdIKJRUcZ0nuJIwUbzc3zkvk+9bdjnbHCWFwav03ASxrnCCkmcebgio5c26bopl8fLdL2Ma6aBkhIzKUCpqFJCpmxs9tnZWmE1CDioWL7EeU6n4TFMUxKtWQ+aXHpinwfunbU5W263uFpOvKryjLjdH8FodrzHo3qOnaclUohpizDTzcilxQEUhnHqoXRBSowWJNrBcQ1oMa2K1aWqZAxc21nGtgyiUVa8Vit+EwevEsK1c6FWUeYRClcw6rpEWz75nmRzvVDjslxRLcVIYhfHr0/uBoFqWi7urHPnqV0ApH9UAbKeYH9nifWTg9n6sqIvtGxZev2A5W5xDjJHILD8tTueYdkNOV2qkr85/ghiGf7b5Zf5f/Q+hE/OT6y9weGowXbqc3I15hvDs4QDn7/14ce5N+hjbcq6Y/j98Qk+19ynoUyRM2YzcisAQaMkQMZCKiIGVhBQJx7GGvoVexOLxRg7NeLu+imJtVNSJFTGnvZZ6va5sHOa06ffAGC336XVLHJC77/7Is++ej9kER9aWcVUBNJQ59zWWUJX/AJzYUh2M9pNj11dXFei7MrhOZJ+FpNnFprF8Z8YiHtS4lN8vuL4hDqm44K0Ll11Yx6gm36LF9ln/zBm+ZxbHguQ5XOBY8QtI4DVIpDrxa1oA7e+vo5S6ojat7Ozc0Tlm+DkyZPHft9xnOnD+AIfTCwI4ALvO1SfKqMo4plnnpkaO09ugNfTDu5WYzcdkiMJy7lSl7l5mU3Kz30golEhedFoSLd7G/d/+NPzqzuCR9Y+xO9s/T4Nm3KYOWANGT4uGcPMZ6NxwJXRCmea21yLm+xnK7TdfaQsDH+nlaM248TpQ/Z2uqw0GhzEcc3OYz1oMkxTRmnKfWKF18wW49JiAqDhzdSptGIF4wqFrChQO3tDqizKhJqTKx2uHgzQQmM9QAO+wMkssVD4ZQhvdBjgtMsweUV4E0aQpYrLvWVSq2iLGcl0KuRr0qJrutwcr65aqwAQWHqez3Brk7PLB0daiESJR8Of818rCy6yNhzutuksR7iNnGoINc8lItAMIo81MxuH62T89ZNPcqffx5DS001+b3AnbzRWud/f5Yvd+oT6f7rnGSIDLSk56YV8KBjiCrBLlr6N8HBJteTPnnuZO5tjtDUMbMII+GRzh0ZZoZuhS9XN0jcxjVJVGxqBAVIsqTV4lQM20C5WzPZdCEiYnVoBZNZOvQU9YbisXVxluNCXnC6fHULtMknIWFkfcqJ/yCtXBK1QzYwJgX6acIe3RNbKobzsJIILV3qc2eyyS3HOdakwr3YaxCLl4pU+63e18KUiKYsxUq3ZEB77WcgJLyhskDDE2uW+xjI3gs2gGP1wnNY61NjYgFNcm0a8s1p2PbiZXsC3wgTa8zweeughfvd3f5ef+ImfmL7/u7/7u/ypP/Wnjl3mkUce4bd/+7dr7/3n//yf+fSnP/0HHoVZ4NZiEQJe4H2L3d1dHnvsMZaWlvjc5z5Xe/p9LwjgVjTACEjL0GmsCzUsM4WKc6W0ufArN/blbof15oPXtf57u6dx8MiNQz9r4BlInEIlcMp+w2PtEzgRxliu6g5RaXZc73mb43qa9c0+7VIhrXb+aLvFe4dRzOELhTQTxzOil1fynAbjmXp4dqnD+tLsHIRRxmanUqjQi1lvl6T4pAYpMLoYf5qr0v/MYDJJZNxpOLfaelcbwaXeCrkrEZUqX6NBVdW3OX8WpxI2tpZa9a4xoErlSDfhwmiVXNdvfWauw4i1M7VPCMGebTHqN45M/MnQL95rQm+nzWcb11iVEV/6yO9xf6OHFBlSwKoT8qdXXuCRzmX+xsmnmYcF+oSMtOCBRkH+oCh+0FgiUv7yyae5s1TYkopilxKjy2syqYTvpYBxGdrNmRHpkan/brZzr1YAA5BVrWCsIK+Q3tgqDJI0dRgse5jyPDmVnEq/mXLH7d8jcBwuvbJPPl2f5SCOGGxFeF4ln9Q4gKBVWsSsBQ3GcTH2TtPj7vYqYZLTSyPubC8T2ZxlL2CYp7StYtVr0meMlTm5yRnEirtadbPud8KEAAoErp5dD8m42C+bW4y1HFRslW4WNxsCvhU5z7/4i7/Iv/gX/4Lf+I3f4MUXX+Rv/I2/wcWLF/n5n/95AP7W3/pb/Nk/+2en3//5n/95Lly4wC/+4i/y4osv8hu/8Rv8y3/5L/mlX/qldz2WBd5bLAjgAu87GGN45ZVXeOaZZ/jIRz4ytUqp4u3awX2/cCXqY7FFXpCQ9DIHvxKGHZSedXkl5OoqybL3wHVvo+W0SI0gtAJPOiROTp5LdGbJjYcUMExXsLlgIATDtMyFcitKmSomzhOnD5l49x5Gs4IDv3zzlNtgsFMQCl0JC47DGVncPRxNewl3hUfTqROljfZsQuptj/DKW0q2YhCORZScQJcEw1GGsNeg4vSCksXxyxPFwaiJLtlPNa/Rpqom2qnqZ9biVAhfHiukqpgRxwrpVKxlHNj1Ava2ZqbP1a4nAFnoUatxaVp2+nWTaIAknH3pB0+e5091LvDfr32XVhmuNhUihbD8ufWnccXRMOLE+qTPsJanF9tKuzUZYkwR5k0r7fEcAfum6LCSUCd34zI9oV/Zv9Aaqru7bwUHWaO2nK58PjCSrEIQx2Wnjms7q6glw+WD28hyRWelLNgIG7i+YW3tPA9u+MRxTlL2DV5qBaw1Gly52kdU2s6MyxZsXmn4fGejy6DsiBEEDl3jI0VhFr2EzyBPuK25xGEe4QrBmmox1gkIgyEjTCWfXX/7HsDzOFntbpPPxhYOZ4qkRLAzHs8vesN4NzmA7xY//dM/zZe+9CV+5Vd+hQcffJCvfe1rfPnLX+b224vjde3atZon4J133smXv/xlvvrVr/Lggw/yP/6P/yP/+B//44UFzP8fYBECXuB9h62tLXZ2dnjkkUfe8oZ3XDu47zcOkjFWWFKT03YcrkbQLG/ingjol0UQTW8WFhHC3BABXHK6XE128YUkswFChgwGTZp+wjBZwZcZu/EyymaAYCdpc5IBbT9mJ+0AouiPqwt7ENu6CigO4xhHCvJKLhdvhKx2mmz3Qvb7Y4RjsQgO+zOFI80N6+0WO8MxIjTYOdeHSb7jUsNnPAqJJ5Olb3FkaeOSKkSp0CnH0NMKr8JAHFdjcsH2YafICSyhao7Qc4pfxSomjx38ZqUgJHKmXn0AeeTgBlnltUI24ND10VdWOHHmEOnVr6U0cmHO3HmQe7RGHo12yimnzx/tvMbKSswQn//3wQP88fULCCFwxcSr7yjRE1iuasOdQtbUxLC0PhECeibhhGpgyqrbCVwBOxrWHYudW68SGSNzlFBYaxlrMGSz8y4gstASEBtIhEAYh/XqcpNjZQV9owgEtEpyOTbF9d2PmzhkXI06YFZwVot9OBy3oFt0MFkLXgVOMSzJ3FI7YMVr8BIheXmc2p7DmxcPiw2WpNAMNQfRxDYGDncSVjoNrtghYT9jzw05qdocpgkncDAZjGWK4xTm1tb63NM6eeR4vB1ONGYPM6aS3ppEmkA5ZLnGWNiNIj5yQ2s+ipvNAbxVrge/8Au/wC/8wi8c+9lv/dZvHXnvD//hP8x3vvOdW7LtBd4/WCiAC7zvcPr06bclf/DehIAPszGWCQFUvDHOCJziJ+TmXaKkmLCawSyHTgmflnPndW/j7tZpMu3i4RCW4dNR4uM3EvZHLZpOynbq45bS2n5aqFKOMuRlC7XCRqWs8F26hBAaYy1rZQh9MBqzrlwO30hYWyomlCw3dMtK4P44rrUEW2sU6tBoO2Q8mKmbALoMHW+WSuDu1pDc0whHoFOJcAyMHIRTVB3HkYuVAlVR6Fw/Z3d3idQR004YUM/jqyp01lqcRoXwpfWJ1M6RRTuXLzjplgEw6DjsXFml3Q653dvjQ8EWt7kHmGPszYwr2B62+W+63+XPrX2LO/x9uv6Ys/4Bf+XU12om20CZjVdHDvStYGjrIeuo8jqzOWMDmqME0pEpyTwLpwj37ubHEE4Bl3U+n/I4rfQdlMpeLBTV4SthiY2gb1yEECRItBXkVpCWarHplH6THVOQvhLjZFbNrJvbCGHplT2qmw2X8W7xd1yqgnd1V0nLsWth8JXiYCecdhRRUnJpq0+37eNLxf5hyDjPQFvWvQbWsezGQ7CFV6UwAR33aLj+nXC6M1N4s4qlkeso1v0G2hgkgv04Om7x64a19j0ngAssAAsCuMD7EJNemW+H9yIEPEwjXOuQ2QwXj70kxy8nmSRs4JUEqtIxC0+euaGJ6NOrdyNw0cYhtJNcQwchLVtDyZKX09Nq2n4uEYpeVBC7iUWIknbaH1U4Ge3VQtHresX4xmnKPekK2Hp/125jVuG7sTSbaJqOi+8odi8N2N2ZVboCHPaKdS85xbLDQYw8I0GC0RLhWnSZrydzQVgGHSaeezaH0UGD0FeITEyLKKyxqEpOmap2B4mcaf4gHFMBPEe85tu5VQtIApny8KmX+PObj/EnVr7LH+u+yB9deoX/68d+m8+2zgPwudZ5fnDpZUxg+O/v+6882LgGc9sQCM5ry07lkjyOAGblYC6U+WQAiRE1giYEDE1EZo8+4ChhGb7Fc8/hMQogFGrfPNJSnRxM+iOLep4fwNAoxtP+yZLUymlP6sGwibdcElHX0DOzEHJWSSdwuykn7ukxTorvNl2HS5cKtW+iCq7IGWEMTc59S6s0GjMV3ddFfmCj4XJne5l2qyCCaa7ZcBqgLGM5QhtbeHBmDTa8G++Xu95uTvtny8o1JZWgq3yUkgTCmdrU3CwmD67vRRHIAgtUsSCAC7zvcD2E6b0IAYcmwrUeiU3Jy3pHk5aWFe6JqZFsJbWJhnNjeUgPrZ3DwSXTitzmpKkqyFTughU41sECUVmAEria1/plsnulaEJVyEBrOQZhycuQWtNvcOHbZbeGCjmoqn7dRqUFmIXblrpobYiinLVKIcj27gjfUbgV1c10LEJapLbYUGHKUG4WK0x5cJwyvJqFioOSPMqqchfLWmWvqnoDJvN9cuvH8Ehf3rnXE55zxj/gT598itsb+3hqtv7UStpuyk+vPc3PrH6b/3btWf7k8kv85du+zkPtLQy1olYARtpFI7ioFcNyc0cDtZCUb+UI+mUxxkAfvd61yOkfc31bC+fzBnNiI9ZCz7pkx5C9fX30+5rC9HlQuU4SWyeQKYK4smCVAG7trVCtht6KZ5YrsuxEY4xAtXLO3D/rDJIfxlNGfhBGOFKSRTPWPEgTGomiWSGA4ag0WvcEXevTbnnc3l7G8SVuppBCkjuaTOdYa4kSl7PNG2uPBiCF4HS3IFiicuiVkjSsg5ACTyji9N11v5jct96rHMAFFphgQQAX+EDivQgBRzrF0R6JyTClR1mr7Od5baTImTzZV3qmOnfc0DaklLRlq1BjhCCOfRq+IQqX8EVOv9/BBTIbAJbAy7iYLAOF1950PZV1OsrQXA1plaHp9S0HVY4xTWeTr1NhXJ6cTU5xnLGiZipNVR201nJ6eYmsnKQtlkRarBEoQCeqCAMDpvT4Q1uEa7AGwlEwZVOyEuaVFUcWay2qktMnsjphUqp+HUwqfqev5/r5Cs9wX2uLH9v4Hk2VEeZ1L8klZ0yoCwLymfZlwOAIyxe7l4vhcxRpheydzwXGzmuEBcZmRrK3dVHQER7zRWthO28ceT8DIhTRnKyZAQjB7jHL9E1APGdILQSM7SwEDBCaeUsPPS1wKrYhiUvCGDI7ZmnicNiaPTD4reLkjYcBUgqWzh4QlH2ZdVQcPd8VRHnOHe02WaUquZfEXL3Qx/VLpVgILm4V3o1aWgaHKW4gWRY+uDAYpgxsihYazyk68IwSj48ubR45DteDM8tFGNimlWtRCZxcIqRAIcjeZTcQrQuD9IUCuMB7jQUBXOADifeCAMY6RRiXHE0SFttu+cVE+Mq+Ji8nsmr/2hPBHTe8nVWnQ241wkqs8XH8jIMwIFA5h1mLdi4Z4mG0QErL0PiEaQunIltUc+Y8Ca2NENf3+MTyJue/s8P6cjGRDEaznD5dKf3UFcPb3jBGjGfrbsxVAi8HPoO9IhQ8XrFkQmMNCGnJhEQ6hRI4iQxO/Jyjg6DGklTFD6bSGhibyloV77xeVrUf0bFAVRS/PJZIrxI+NvDRjcv8kdVXpsphPmeMrATs5LOJNrWCq2mlQICjyCq30sRKrmRHVT1r60QxQrKbOxhx9DrWwFXjH1Hu4jIk2zP1czAsbUsO50hcYiUpDkNz1DD9wICtjHv+O5lVNTU+tZKkPFayOyPV/V4L3ZTsHnYZhA3c8viHYUEKhYCNswest5sIUYxvdaU4vt5YczgsCF7DV5wMmvSH8fRauaPbpReV5BHLxa0eVlnicU4uDf1xwsCmIGzRAQQPbeDR9TuO7O/14PRyGTq2sBoUZFrKolpGKBAG8vTdmUHfTP4fLHIAF7j1WBDABd53uJ4Q8HtBABMdY9JibKtLhQO+J6EhW1wd5+S20v8XaKsuHefGQ1F3ddaR1kFmAcY6SEezmzj4fsY1q7BRQoIgSovJ1LFwZXSKQFW87yo+cb4jUa5h4O0Qf6vI4euWis1+bzzNmYsrps+j8awMcq8/YnC1Yn2R11mJowX724UFSHwSrLAYITFWYIVAeIYschAl81MGdCwZ2SK3cQJRJXmVnD9bhnythXTkkkQOgyst+pfb9K80SXoe2WhiwVMnQDqqE6U1Qu7p7NTeQx2d0KMKwfpudJILpkVYvjdPyqAgR1VsW3vkeyniyLW9bSyOqHdUmaxPC0U4t96wDNPuab9m5XKQF+czF7J2ekYlIRyaeps5gMGc9U1KvRCkbwJMRWnUFN1FRsMlnNbsmI3KtnZbww16lWKQJJ2di9aJkNtaLQZxsa+dto8UgsF2jleSmk7DxRsW12BvXPhTbrizcTelgzGQCM3l7SGeULQ7DhHFMlJpTOrhuZLTreUj+3s9ONMtCKDFsu4H5XoF6bhQ7dCQpe9eAbxR9Q8gDEM6nRvPbVxggbfCggAu8IGE4zh/oEUgOzs7DKMhwk5IQPG/KwVNWeTgZSXpmvjmnfRvLP9vggeXb0cZF7RXtE3LHFJT2FskQpBnxbaTvMjFc4ThzahLw63GTWeTlFtW3MbNPQaHBZELSquaNNOsdMrq4Arp2z2cEb6W51FpO8x4WCcsySCb9hXOOyBSWZhAW8EkFpohEWVVr7KW0aAI/YqKOletAK6qdjp02LuyxMWdFa7ES+x7AXuNgP2mz0HeZNtrcjlb4uLWMv2DJunBTMnS2UxpaTsx969fJZsrlpj0Ia5iUgXczwNyWdjjXMiPV19SIzFzt1JjFX09r6gdfbBJyDjuKh6UhG53rj/wqCShBklYWV9UUTHDyv7NCGC99zBAX9fDxUKIsoXc7POskhc42cfBaLW+D6JUH0WLcTobb9U70OlkxGxxMCryUF3f4d6VFQbDmEFSXLfLy22yUbGMVsX/o71Z0dHEYsgTijDOEAayZoYxgAVNRhQ5tNRRsnu9mISAAdqyOHZSSMJeipWAnhXQ3CxuxgMQYDQavetWcAssUMWCAC7wvsQ7qYB/UAqgtZZXX32VZ599FsdzEOWkMEmdcyVYXUwa8yHgk8HNEcAvnLoTgYPWEiFzoijAF5Y8byCNJSrDffmwmMA9obmqi96zE7iVvDhZFmFoJ4f7iwm4enRXyu4dg3FC6WrDOErpNgvScFu3O/0OwO52vRI4EBIhIJeWgmdY0AYtBQqLGahiaKWoplNBUk6AdkL6tK0TwECT91wOLnc4DJsMfRejZKE+BsfnCmpfMjIel+lw7cIK8a43VbRckfNA5xpK2lnLvMn4nZxkLqTa8ovQ+Cvp2rTg49AE9HL3SAg6mcuvg4IsfTveqBkqH0cAM6vYzo/mdfVKwraVN2tKXzWHcFj5u+oXeFBR+0alaXOGwyCvE6NL6coRlXJcIa09E9QIYFx2nQnnQsW6PB/9QJJXcgNNKYUbrZCewZ67RjZJLVDQLfMsD8Pimmwpl53dcbmfhtVGg1azULyanmJ3t1CZw8GITsNhOEjoyxBHCKwRCGkZR4o17+bDpGeWZwqbV1aLCyXoHYRFIVWi0bcgB/BGCaC1dqEALnDLsSCAC3wg8QdBANM05amnnuLatWs8/PDDSClJNSgkSelb5gjBOG3gSjHt+jDhrqduUgEMHJcmxcRvVMZh5OIpzTBt4eWWsCShg8RgjaDpGkBwdbzM5JB4TrW4o5Ib+GCEdQ1pJYw1yWO0wHLFCmbS5q2jFW61v3GUsbk8Iy2eFpxcXyI6CdYRWEeg8qL/qxSW1Di1vMhJgYXImbWDS2dWKDazhPsB23mTqKlq4WCZzFm+zF8CZUg56kiuqg79UQMdST7c2cYvQ+Tzah0IDrK6stJyU14ZbCBlXZ97KV5mHtkxt1FtJQe2ybVKUca8zQoUBPBKfrTDyNRrT8hpGFhbsKKq0JUPI0bWSqGHlTzAceXvfV3fx0vZao3gwezcFBW/PlE+W35nv6j0TSs5l3nqIctwsFWQyxn5mhD6NPYBgXt2iNsu8/mE5eobPTotn6QkVJNmNkLAQRRxR3sJ4Rb7vtZpsTdI6TQ9pHHpNB3O9w6JhcYVhf+fNAptFXd11o4cz+vF6UkIWABRMX4pIEsMDpI01O9aAVzkAC7wfsGCAC7wgcT32wdwMBjw+OOPI6WcmlJra0EIOjSnvxwlLbsjhatmPyUpJgrgHTe9/RW3hZACcoc4dWn6lr3MxTWa0JeQgxMY4sM2rbKLxMV4BZ0V46gSQGNnMpn1Dcl9KcNK8YdTqVpuORX7GL+Y/OOdiDSqW19sVKxg9DBlbalJvALWgPXAlNKXzcEoiVNWVYpDRSlKoSqeJZOiD5sKRlda9JvetDrYVsPEc8UVYu4OVs0jBBj7io4bsurNupscV5070kfDhq/q5SNK9NAER4pAcnv0NjoqVbgX09XK944SwNQ67OnmtLoWihzDKlmchJKTue3EOGQWBrqe92iEINRFPl9oZ5+FdkbucytIrHdEvUxLRj7JGRwnhRKZWcn2YJlw7EN75oMXj5eo6snX9gqCYo1AtoqTGleMt4NzhcLXFA6DQcxSdxaa1klxZJc7AbkxMDSk5dFe8QJAsNptsHsYs7G8ROTnCAlKFXmwJvYQGE4lcHh4iDE3TtSanstqMwBrSfrF72ZyDbhWEo6zKWG9WdxsDuB4PF4ogAvcUiwI4ALvS7xTCPj76QN45coVvvnNb3L27Fk++clP4rou+9EYaySugsAERTkg4AjLhb7FrxJALJ4IWHNvrBVVFXd1VsEIbBYgkbgO9G2heGmlSEYuTitntx+gGglgOaCFX+YFNqrdQLycKu3J7szZiYbT13klTulWjrtC4jmK7df26e3X+58Gcjap97ZGOIBugEqgrBUoEMrpMQHIx840FFwjgBZMJOntN8lrLs8W26gQwDkSZf1qhxBq37Ua2u2ItVZYW2beww8KIlbFVrLEoT6qtkhpq03VgElxRB1DXRCbA9OchmqPM4YutivZqoSBE6Nqit5eScbmcwoBxkYS2aNq0tg6JFbV1M7UVvMEC2IYzYVz43KsEwIbUXyvl7cY2Aa7u8tUCV+YzhROm/pcscXrJGoydRKqEE91Li4sgMZl28RW8dmppTZhaRbdaQe4UnLp/CFh2S2kXXpFdnyP/jgtvCXLc2+VxVMOZA0cV/Ahd4nnn3+er3/96zz33HNcuXKFKLp+8+bTy0tYYLRXpktMHva0YDhIpqkeN4ubCQFnWUaapgsbmAVuKRYEcIEPJL4fIWBjDM8//zwvvfQSn/zkJ7n77runRHRrPEBYB9cBkbuFOzLFVPjGYTbtIADF3H3CP3fDraiqeGD1LMIKstShIS22nLDjsgAkDT2EY+mlPsozyKQID17bLsOr0qLKFmlCgqzUbUhr6N0T0S3z+sJophBW7V/SNOfO1WWyRLO/O8L3ZiQpCYvJOvAcDq4N2BuMsK5AADKiuLMYMJOkQscW6l+FPFQPjzWCXr9B7kqqLYBlLKi5tIg6ibLNypfnvqsiy4fWdtFzypkSR4nYvIr3fHiK9JhW6b7KyKxkWPEO1Mcpe5Vlr5Th5eOu1okCdy2fKTvR3HbH1iOz9XDuBPt5QMzxBDCcI7V55XbfLwnqPAGckNmJJUxWXtd93WDccBmm9WKS0MzWmQ99em2PNHIIw5miKia5ikZAUxPcOeLi+QOAqd/f2Uabfmn30my63LuyShzn9JNCqdZZ6R9YPhxcMn18OQmTa4QwREOHhufy+Qcf4vOf/zyf+tSn6Ha7bG9v88QTT/DEE0/wyiuvsL+//7b3jkklcH+/MKqeXKgigzjJyN7lfedmCOBoVOQ/LgjgArcSCwK4wAcSt5oAxnHMN7/5Tfr9Po888gjr6+u1z7fHY6RVKAl56kwNco0JyKzFU9WfkmXTP/euxvNHTt+N0Q5ZrnCEJko9HMO0WCGZVAJbhUkdvLLFxG44IxIqnY3J1RWF0kByb0ZrvUzCH8wUsjiZHdP+IGalDCFaYzmxPlv33k6hIJ5a6YCFV0Xx2rhAKkFZ5EgwrUfwLVnsUHF9mYVrExhFHrokizVrmEqRB1DE+iafxUCFE8m4fju7Y+2QhpsfaQUnRNFer/5epYgiaxJJH3NMaFcK2M3avJHNQrvmGAWw6i34eraMtdQKQiZIytDvjm5NieRxRSUD4x6xmgEYWjXtLlLFyDiM59cjxHR721mRdzhf0CFUYV8zqRo2ZaiyrxvkHUHm18eQVDq0JJEDQrCzvcw4nm07LK8pm3oIIWjcFzIYF9fcRJQcXhlPK4SVp2hlCiFgP4w4s9QhzMr8TQ1GGrYZFQ9dFrQ0YCBMZ0qhEIJOp8Ptt9/Opz71Kb74xS9y9913Y63l5Zdf5utf/zrPPPMMFy9eZDweYyvVMGdLBRALm43mVAHUsUEgMPPX5A3iZvsAA4scwAVuKY7eaRZY4H2A6wkB36ocwIODA5555hk2Njb46Ec/euzNeTcOAYWjYBgLWp2yF2/uAQmeEkyy5ASGTf/MuxpT1w9wdUAix2ChFytcmRE7igZ5UXhgBB6WZNDF1ZYY6JkGJnWQXo5IDJSCgW8lyaRTCYCC3bsHcB56g4ig7RCnmkGYT+8KO4dDVvqziXGpOVN1eoch3bNNlj2fAyBuW4SQGMcioiLq5/QEpj3tfYZ2FLJK2j0LBvKdACqh2+pdSWpRy7mrhnxlJKBa11BRObt+xIm1olrZHqPQjROfoFkplJGzrXxvfAYhBW+VpvVKuIHyCtXQEQZb0zULaCumkdKR9ekZF0tBIKqIpzl6koM8YMONpiStiq28cayCiBCMjMKT9Xy3nHoxyAQDE7Ahx+yVIefxXFhZiuKhYuobKASxcejrJsZKIhHgUzCgNHYwQc5kR8dl/ulevEwnGE070+Tl2HRahP+tm8PtCbzRILWak0ttoosZ+aQKXMG11wZ0uwEjE3MqaLFXhnCjLEetCjJpkRIcW1Sgy8zBCstm43iFzHEcNjY22NjYKNrFRRH7+/scHBzwxhtv4Loua2trrK2tcbKS37ri+oiyVV9WdjHJsz94G5jxeEyz2byp4pEFFngrLBTABT6QmCiA9jhX3uuEtZY333yTp556invuuYcHHnjgLW+we1GINRIhLYPIosvpeFQmuFcLKQSWTe/dKYAAa34bVyhyI+mnoIwldQSkEuFbRNjEUzm9qIVXjkd4ht5OUQVp89lE5VZ+6hPj593VEflKsdykqjfJDaulSbTvumT7M1blzJGXUysdVJm4rwOBNAKhSzqQz/L1RGbR0aTyo5KjFxjsFY/El1SFqGrRRy1tLqtbwIi5lqyT0SmhuXt57+gHFYxtnfj4KsNYSLTDgLIDhKJWBTvBTtLBII+1b4EynDxXnfJm1j7yUGMtJJUija0yDJweE9IdGO/YHEJrYaCPtn8TQrCvj3r/TXL7DsuK4MS6R0LYPRNgar6CHn3dINoLGMczFXjYa1E9uBMBdtdrTi1gACjD9Gmlgjv7UIJ1DeMs41yjTWdp9nARSId+P6K7VBag9DP2o4hTnTbb8QiaZa9hDE4Zgk7HCqUk9y3VlfvjIISg2Wxy7tw5PvGJT/DFL36RD3/4wyileOONN9i/8CajUnHz9YzIZ6VRus0t+iYKTCa4mSKQCQF8N2klCywwjwUBXOADiQlRu5lKP4A8z3n22Wc5f/48n/nMZ7jtttve9ubaSyKMKVShw8hOu34cRsVPyKlVFlg2/bM3Na4q7lhaxhhBbgRYyHMFCEzoIQNNNA5wXc3V3Jn6/omG4Xy/ICZORTur8C5cp2Ig/LEEi516/gGsl/Yvd68us7o0IxfxuB77arou4X5E1AbtCbS1yLS4qTgjMSXnMoGsDJFbt8ydzCxiqAgDp/Dym9yJjK0TwMrAVfT2k58tQ8frzRF+xQfxuNM67/unBAzyBs8PThfV1yX6cWNuOcV+WpCga3kHawvFt4r5ghKAS1nniOdejqy1YpvkAR5XVZwjiexRMppZRU8fbw48PqayOTIusVEkU78+eWS8u2k9zNjXTVLrEo58RpVtJXPWOUmzOG49X5GV15hJHfAn3y97PucSmhbzkZjDKGZweUzQmhFyUdqvNJoenlLsb40YJSmnmi22G6OpJVEmNMKCNJLRQKIceGjl9LHH4u2glGJtbY17772Xz33uc/zQow/jusUxifZHDIZFekMWF08cIoOD8fUXlczjZhXARfh3gVuNBQFc4H2J6wkBAzcVBh6PxzzxxBOkacqjjz7K8vLyOy7Ti2MyXYTI+smMACZl2Kvqk+fJgLbTveFxzeP+1ZNoY4kzF99aRDlpx5FEeJZ+pHAamqGUWFMer4bhIk10KnEqJKjWGcSrtPdaMSQnLW5lQprYv/ihwa/0/T0ojXgnMIlm98Ih0YmyP6wQYGRR0lvmAQKIeFbVOgnhyhjC1AMhatXAalJAMkGFDMq53Kt5Cxg88J0Mb661m5S21tIMID+mcnaYB1yj7sk3mit6uDheIy0TD/dNk5Hxjlyr6THrTqx7hMDNjyHCIzZOrYPGBJlVRzp3FNty2M+OWoNoKzg4hhimVtHL6+/Hc6Hig7nt7JcdUELj0a8YPWdytpwde9jJdWUFvWHxEJKHs+M3OSuybBFn7knwlixbl/uoSm7h1tUidC99yV0ryzTbxTYHMkY3DbKU5HKhEVhsIjC2qJT/zIl3/+B1em2FZlCMu61atFqlWhoWang4GPPsS6/Q6/Vu6gH0ZnIAR6MRrVZroQAucEuxIIALfCAhRNFX9UYLQba3t3n88cdZX1/n05/+NL5/fW2jhmlKnBkULhZBWrZ9m/juVe/LLbV63CpuGD9w7k7STBPm0JRy2sJMlwUdo1SggsLiJUwm1b8gcsFgdw3HnR0bW+kNLKvzvQfDD2fE2YxdycLukN0X9mr+f72DMZ3W7HhFvZg0zkmXykrJzBRG0MJihMD4opj1yzlSaDv1ABR9b1ohXJ3S1FxY11RDvnouhFohh9aAbRuWG9ERnz4QJLo+4c5XBgNcGq8UpnIVxHMee1ejFfIp2RdcPsbE+TgFT1vJ+WjtHb+3q5vHGkan1uHgmJDzWPsc6BZzbX0ZaZ/D7KhilCOnhG6CeQLYm1tuaMpqcV9xUDk+ebVdXzQjjSrx2AuLsaZx5XhOPCYn7fkEHJwYYJVlUkx8ZrnDVvmgoSV0jEOr42McyxtOHwBjLcKCFgapQI8UGkPL9Wi5R61ybhRSCNaaxf5EvXSqBnpBg+WmT9ML2OuP+O53v8s3vvENvvvd73L16lXiOH671U6xUAAXeL9gQQAX+EBCCHFDlcDWWl555RWee+45HnjgAT784Q/fUB5OmCf0Y40sw2W50XjSIS3VK1kJG3acd85DeickScKF519EZg6+kAjjElmNMAIjQWUOSljsOMBNLZH0p2Wmbm65Nl7B9WekT1c6zlqnfsysC6+2D6evoyTn7s1VhntjDvbrqt+p9Rnh8a3BDxSmIbGikpOnC3JuPIs3ENNKT5EX43P6sm4HU1l/tZZBJLZW5XvEAqZRaR03FnTbEUraY42eEz1fEXv0O1eP6/JR8SQc5x5jx8c6grxkLDv6KCnTxyiA2kpeiuq+kPNdOACuZp1jY9aJcaaVu1UMdIBFHiFxYx2we4wyaChyGKuI58Lhh3MEMbUueaRI24LIkUQjjzyTpMGMredZhXilDvuqOC5xPNsX6ZbKXbmYzCShlzF8OCUqmy+fqxgdRzpj/8oIAjCn7PScGWFxTVEljLQ4cYDrSFb8ozmPN4u1RqH69bZH0yry3BiWGwGB59Fe3eQLX/gCDz74IO12m2vXrvH444/zzW9+k1dffZWDg4O3VAdvNgdwYQGzwK3GggAu8L7E9YQ6rrcbSJqmPPnkk2xtbfHII49w8uSNGzQnOqUf5ZhSSUptzoa7NFVeqimAS87mDa+/in6/z+OPP04QBJzrrqK0INOiaAMWK/AsKg5wpCGLm3jasOv4uKUA4RrDazpAVSw6ZOVvM0cARQ7XToZTE+XDQchqSQr2d4cEwYwgNCpegFk/JLitiXYEuAXps9aCFVhTqn2RmKp+0gIGdOhQFb9sJc+vRgaTudtTheOIxE5zywACkdH0ChJxtCYX0uztCeAo87gSrRxZzlRO7OvjjZKcCYZlX93YukdCtvkxt9XEKC5lq7UK3+PC0NeOIW0Akfbo69YR1XBiOD0ydfIzMj6J9chM/ftCiJrnIEA41yN4f05pTI0iPCg6cQD0+y2y0VLtoq/tVyoZSkVyGNS2n5TdaZLyocktSXl6WvPS6i5WWmRcSQeQkq3+kBdaB6SOLlIMKEK/qmRlFgOpwlGSM62jBPlmsVGGfdNI405a8RlD2ynKqUZxihCCpaUl7rzzTh566CG+8IUvcOedd5LnOS+++CJf+9rXePbZZ7l8+TJhOLNaWiiAC7xfsLCBWeADi+vpBtLv93n66afpdrs8+uij09zBG0WY5xggL8OvmdF0nCYHZcBRVQjrmnvzCuDVq1d5/vnnueeee7jjjju4c2+L1w93SXWhhjWMT9QMScYO0k0ZZj6eDRlLhyx0oKVRwpIJSX+/BSuAA8qfqRHa1ZBaJhO6NKAVxA9Ygm/Dfj+kfblgk9bCifUOFy4XCmEazkLFKhIM1yzCWDAC4xQt3YwSSG0hAeMoTBmKFli8fUXqyFpOYi2UW/X5y4siYDkSiL5EZwI9FGAtSgvywOJIjWqndE7PkvKFAGOo2bjkeZ0IOaKuzrw4OEXC0SIL4c7Gs5MtTY2mw9xjxYsAwcgErKjKBH9MaHeQN7AorqQr3BUUFcrZMdW+ofGm9jJVTFrVDXXAihMeeb+XN9l0h0feD7VHV9ZDk30T0KjkSVbNoEPtMrZ1Qpja0ti5jPLGWQe2RnBbZdwVQm1KMjjsraBVClhE6k6P3STE7eQKHI1IYNhJcR+UvLHXI2saELDrjDn4lCZgQvYKaGFwRfE7tlGRfmCl5UNLN98DeB6TEDCAW6Ye5NoUdkrWkiTZkWVc12Vzc5PNzU2stYzHYw4ODtjd3eXVV18lCAJWV1dJ0xs3ElwogAt8P7AggAt8YPFOIeDLly/z4osvcvfdd3PnnXe+qwTqtAyvxuW9OzU5fu4V/YGpR+3ONm9cATTG8Morr3D58mUefPBBNjY2ALh/bYP/cvFVMluY3apUYduWUSxormj2IsGpstgjiVx8NKqc3K8MllkJRtgOyKaGsEzuE0Vl7sTqTZqCDI6WM+Smw0fFKo1RyEE5tk6lQvja5X0Q4DqK3dcPOLy9izBFUYduC5zQYtsChEUNJdbYWXcOAVmuQFGzfamKV1MyaMGJJNklhzBQBTH0mcYsGgeWIu3Mod3MUW418CvQWiIr8eSignoG19EYOxOxLqaraHWUuDmOJTNF/mVaSZ6MQm/qQTicJ4DHKIBh6bd3PlmfEcBjFMBUuwzzgBW33r5uQugOdbNGAKPSzmYvb3Mf20e+PzY+XeoEcJA3abiz0H51HAPdILeSsu01xgpyKwnFbN+HYxc7FzYeVx4wip7Hlu2szdJSeRXF3nS2mYqCmSgeTlJJFgAKXt7oI5bBSkGSj4r0gVLkzzFgIROGthSIXJD2HKwx+I7gkc0KI32X2KiobRMz8lwbVGbJ0cTp20cehBC0223a7Ta33XYbWmsODw85ODggyzK+973vsby8zOrqKmtra+9Y4LFQABf4fmARAl7gA4u3IoCTlm4vv/wyn/zkJ7nrrrvedfXcxFJvGGskFoNFR3LqzTYhEh2nwYp3Y0/qaZry1FNPsbe3xyOPPDIlfwB/5M47kQZyaQkylyw1SCtItUHIIqdLl0n1aVrMsNIrBnvJ6UAy6a4BboUEOZWCiuqRCW/XNHLDUmfGykTFvyQc5nQ7Dc6e6BYFKlIjEcjUTtu/TZfJBTKtWNGMJVYVpHCSsiYzS9WFxDTA2RfICy7ZyCEOijGrhNrdypZmvG6Q4fpHr4H8HYo+pBCEZTu3C6NVEuFzjP8yIOhnDd4M12ssv6qajY0/zQk8blswM3w+n8wKhLJjNhgbh71jijcm29vLZtdWZiXZpFevbtbCreMyNDye6/SRasVoLuSrhZxWSQ/zBkKI6diKimZB2JyN9cA4pJXXWd+hmmI5LHvlXhIepqz6TiqtpCfnftKD2i2fEGQ8a7kGoOOJcXl53IXF0bKo/hbgWokZKXKrUaJ4WLpVOF3pemPj4lrLtMGEOak2JMmNFZ8ppVhfX+e+++5DKcUDDzzAxsYG/X6fp556it///d/nxRdfZHt7myw7qi5+vxTAw8NDfvZnf5Zut0u32+Vnf/Zn6fV6b7vMn//zf35ahDf59/DDD9/ysS3w/ceCAC7wvsT1ELbjuoFUW7o9+uijR1q6vVschvnU8y8cWLQ15XiLz882bmx7w+GQxx9/HKUUDz/88JGn/Nu7K3hCERhFYByMZ2mmAVJYVOrhWEgnBFCognQF5YQlFaNKT1Y3nx1Tv2YMPYN14Tvebu3G0D8YUsXJ9TbLnku4Ucz6xhPT/D5bHggnBOvIaes3mVh0GZNV2Syhv2rtIhKLc1USpx5pw8FUcgPl0TkRIQ3NpRhkUQVcRZbNEcBjrqdxSYReGZ8o1yemvZarGOVBEf6tIFGz72kjuVAhduaY2+pEZRvo1lSdO87wOTYOV5Pl2nvGzgjkdrY09RMMa108JMOKfcvE8HmYz+UG5v6Rog8hBFHJygYlcZy0ykuNQxy66GB2/AZNF10pdM+Hlb6/WpA1ypCtdogPi/WlExHSMiWFqZmkTxTHy5T+f3JynZY/7Ul6hREWrzy2udV42kUhUUqy7AU3XFjxdji53pnmHE7E5UxrkkFCZgxZdvNdiLTWtFotzp49y8c//nG++MUv8tGPfhTXdblw4QLf+MY3ePLJJ3nzzTfZ398nz/PvmwL4Z/7Mn+GZZ57hK1/5Cl/5yld45pln+Nmf/dl3XO5HfuRHuHbt2vTfl7/85Vs+tgW+/1iEgBf4wGJeAdzf3+fZZ59lc3OTj3zkI7e0bZIpZ92dYUzpXsLBQYou60lkEfW6IQK4vb3Nc889xx133ME999zzlqR3WbrkWqCkJHJTvKGDUDk29VF5TqoUYLGBRe97yLUE+kVYt9dv0aLIj5OpneZxeWIm11ULWKQLh/dI3uzPQoR7O6PCKblEw3HI90LiDQ9R+g9aBU44IWxi5ktY/uftCdLVMuew0rxWlCqQyMG/oohWZ7ckUyEdck5wsS60luMyz0+gjay1c8vmSJiWR49trF0S7bBnOtNxhrlH4NYn90EeEIm6kmYq52pr0EW7grsbRWhXH1OEklVkzmtZl3vVzhEzaiirfdPuNAQLpU3LpAACl6H2WXISQlNX8gY6YNUdkxqFLsnlvHdgPw+OVkRTKIwtlTKaEMDcZclLSK1iOA6octV86GEaLqosujGVjiNu6DI5mCpR9MImzVPRVBWVmTO94DIm6ROlSj05x3NkPs8NKEiFJih9CBNyuuMmWlikIzjRvLXkyHUUm2tttvaGyPJyyHLD+DAk3Wihs5vrQ26MwVpbuzdJKVldXWV1tWDVSZJM29T963/9r/ln/+yfcffdd5MkCVtbWzdVxHYcXnzxRb7yla/wxBNP8LnPfQ6Af/7P/zmPPPIIL7/8Mh/60Ifeclnf92/ZOBZ477BQABf4wKLaDu7NN9/kO9/5Dvfee+/btnS7GWhjsMCS6xFrjSsFCsnuXkxu6jmAt10HAbTW8uqrr/Lcc8/x8Y9/nHvvvfdtFc+TqoFjJUZDqjRhP0f5MEoUjjCEykWlYBqWeOggHHDSYly9uFEYqgEmnU1a1U5dXsWENy8lu+c+GjMRj5JYs7E2Cz+lYcbOK7vkSwphgNxiPIEKi9w+kVuMV25TWURqQTNT/SrpetJYRArONQerZ+OwxlITr+aM7tSpFLdS2axN/fjNh2Gtc/RWl2iHlwcnsBVH6Tg/So620qWjrtOVl9fiLhfiWQHCvOm0sdQqha+ky8Bb5ABalxxnqshBPdwMcJDNjJmrGE3DvjNimFunFhoe5I1jiefERmZa3Vz6H2bGIUrnQsYDST6aEctMztYn4tm4TQz9shn1JCIv0tl3J132Zs8KZQh47reQ6Lxo+SZnaqAWGt0TCFnwydvby0f26d3i9ObSZADT98LDhEwbdHJzHYgm1jBvd3/yfZ/Tp0/zwAMP8Mu//Mv8q3/1r3Bdl29/+9ucPXuWT37yk/yDf/APbmr7VTz++ON0u90p+QN4+OGH6Xa7PPbYY2+77Fe/+lU2Nze57777+Lmf+zl2dnbe9XgW+IPHggAu8L7E9drAZFnGs88+y4ULF/jMZz7DuXPvvgfvPLZHIxSSVa/I+ncUrDotcmPJj4SA3z4PKc9znn76aa5evcrDDz/MiRMn3nH7d7baWG0x0uIkEp0LAk8S5hZpCjXKhhIUxGlBCpzSakMrQb5b5DPJqkNeJa9PVlrDWQdEbsgbgr0/5k2X2FiZKSzJIGEwiNBeUVCiMrDCYhEYD9zBrMjDuhDsienkXmA2eQpjcbcdtK+KauISTkxdmqx4AAqpcbt1lc6YedI1Z39yTMQus4rzSZ2wJ/poJfDenG8egFBFPh3AHi16ukU/b5R7V992ahyqt9rLyUpByo60Mpm1qDusdOuY9/g71K1j35+Efeuh4Xq/4WEekFunaC94zHYn7eMmYeLMKqK5XMUsVSTJjABGlesnTysPE6mlJxRi5DM5rDqddAuZhYJNeW6lW2wnKP+f8FbtMg39GmtRRuDHLnluS9Nxy/2r78566TicOVF08zGZmdofKUfScB3ydygCeStMIhbXG672PI8f+IEfwHVd/u7f/btsb2/zy7/8y9fVveidsLW1xebm0eO2ubnJ1tbWWy73oz/6o/ybf/Nv+L3f+z1+7dd+jW9/+9v8wA/8AEmSvOUyC7w/sSCAC3xgobXmypUrN9TS7WawNRwhpaDrFpOjIwQdUUyAeflEP5kCzzXfWgGctKDTWvPII4/Q6RwlFsfh0xuriNySC4OXuihH4pQT7aQTCZEqxyNQiYNbEjzrWbZ3i7HKirWI1hVjaFVX12SpHg5OwuFHy17HFbKy3PRwPtRFWIEFrABV9gBGiKJgY5K35RZ5gbJCOKd8wlhUX5L7xRu2QvrVnMIyjaAKi9PMj/TVnSd8ek6Fw5lbgILsjKjnyKVzZMcY2I2PCy8KhmlAL2xMFbAL8WpJ7I4nVxPs5Utv2b83KXf0csWTcD5nb5LrF82bPxu/9v9s+dn3BqWsOj+mxLhE2sWUxteTcaRGkXj1Y5soh1FWbMMaGFUqgKu1EVIVBSTR/hKTSLRTZh25qZoS/GRiCeTW7V6sU6rFLlMvvjjP8awi6PtoLLbk0V88c+sqgCc4vVEqgAI2OuXDn6doOA5ZenMhYK01QogbzlccjUZ0Oh3W1tb4mZ/5Gf7SX/pLb/ndv/f3/t6RIo35f08++WSxa8c8aFtr3/YB/Kd/+qf5E3/iT/DAAw/w4z/+4/zH//gfeeWVV/id3/mdG9qnBd57LHIAF3jfYmosfAy2t7e5du0azWaTT3/607c0AXweu6MQgaBReo85SuDlHhBPewILimT208HxbeB2d3d59tlnOXv2LPfdd98NjfdUp4OvHHKTIzKJ8i0iKuZLXfrbmfJ/CchhE0VpiuxbtkcNTmcC5VQIoM2ZOCvnUs9idBRkbsJPxrdLgn0Y9GbWI9n+iHTZQUgNheMLTi7Q5bJTI2ZtcGOwSiIqvnPGLz5vXrToYLbdaqvc+Zw/7RdJlk4zQyiwpdXIdJ1HFMD6a+VYtBGoSvz5atytx8I5as681+scUdomGOdekR9XEpmLyRp3BbtHvjdPKgEupSvHdiNJS2I2CRNX35tgaCckrj6u2LiFZcucAhhVlp8SQO3QcmaVNZlVU1Pp4rWDtoLRuIF169fquKU4sILTQNZza9XTYeX3Kpwiz/RK2KC1UXgm6jIPVZV2QFhInSI/IC9JemwyKNVkL5ekrsGWuaKZ0PjWJd43GF8gBLSkw/r3oUDi9IlZP+8lr1TWPUlTOeQ3WQRyMybQE0/BZvP4h4Z5/JW/8lf4mZ/5mbf9zh133MFzzz3H9vb2kc92d3evKzIxwalTp7j99tt59dVXr3uZBd4fWBDABT5QmOTPXbhwgZMnT95UW6UbxV40Rgjwykx4RwqIy2pEMwsBn/RXcGX9J2Wt5fz587z22mvcf//9nD59+oa3L6Vk2fVIcoNODWLJkkQS3zXEUgEag8AxApRlPHRx3CIcY3zQQ0G+20VWvOWqBseZMjUCWA2XWgXXvujS+N0ejqOwFq6+cI3h5zewShRhW1GmGQqLM6QkNqJIns8FuBXvNwpyGWxZcs+t9fo1XoURVYl/ZtFNUI0cWZIEeyTPrv766GODIMpc2n46Xf2F8RobS3W/vfkCjitJF4OseQZOEGmPvbTNRES8GK8RLx0li/MEDuBSssrJoF5dnRmJLYMyg7xBahSe1LUQLhR5grFxpirddA+FYJgHR3IDowohHJYh3nkFMLNqmkMIRTeTOHMZjYP6LNETaF+xWxLudOAWZuOTbVUKd0KbA5J+5NEcKUTbEMY5dCUyl6AMXqbISy6fqpII+qUJuAKRAC6kmYYGWNdCKHCFIhIai2XZrxe63Cqc3pwQQMFE5JSOwjOQ5TdfBHIz+clhGF53xGB9ff263A8eeeQR+v0+3/rWt/jsZz8LUHNQuF7s7+9z6dIlTp06dd3LLPD+wCIEvMAHBpOWbtvb2zzyyCOsrKxcVyu4d4uDsPCwUCWLcZQgLX3NskoO4HwFsNaa5557jgsXLvDZz372psgfFARw02kgczGtmAxTgw5TciGQWZFz5wwdhGM5SAXSnRjygcrhcNCpdQPBnf1tHYvIZ69lJRfPqqIa9+IXFBunl7jtzDJhmpFaXdivKIHQFquKnr8inylzbgy2zOeaJPyLzCAysLlCpXaqwFlrqfAPqkKcExqkp1FeZcxzDG++/Zs9JoSV5DMida3XZZR7R74zv9x+1gIEyTHFIaH2GHmzcOvIBOymRyfp4/z+qn5+0+9Vd1rIabFHekyxyEHeIrVHxzTQRwngRBGMtIMulzlCAFHTAhAoCPU49Qmzuernw/LBR0rSQxchZuRLJhJTFhQ5uShyRAEiS3qtOLm6DPNOMhDcMpVBxsWxd/OiqmNivmzK6zK3hf+lVaAOJI4sLIaEEJxpXh8xulFMrGAsFhEWhE8piUwseXZ8ZOKdcDMKIHx/jKA/8pGP8CM/8iP83M/9HE888QRPPPEEP/dzP8ef/JN/slYB/OEPf5j/8B/+A1CEon/pl36Jxx9/nPPnz/PVr36VH//xH2d9fZ2f+ImfuKXjW+D7jwUBXOB9i2oeSr/f57HHHsNxHB555BHa7fZ1tYK7FehHERYLZRhKShgNy4nJzIjWmcasEjSKIr75zW8SRRGPPPII3W73yHqvF1JK7usuITIQjkWntsirywpHXBFKbAPyARBYciH/f+z9ebwc51nmjX+fp7buPquOdHS0WbIty7tsyba8JSEJkIQkJnFg4BcIIWHYmTAvBH4sL8tkhm0CvIGZASYMhEkgGeCFLEAg+yTOhDjxJtnyvsmWJVk6+9LdtT7P8/5RVd1V1a3VOraU9PX56KPT1bU8tXTVVfd9X9eNLFh9SG14LnCygqrswVUrP8Dcgkdgsa0dWf1XtEby6OUBDUvQ2pg+zK0YsEXJr83IbirXane3kZM7KzR4MwJsiYwLJtFBSiJzaKc4BoOo1PCdNALYL71aOCZPLa3ra9iM7JLLhXadMEv7x1HvQ3smHsZUos8Ho94SgH7bmQmGeuoUq5HCuZwA9okgzsfDfVXETV3rCDk607LPRQPoqhWMMoLluEvmNJKVsIZfiWgnYXebwaJHVLhu7HaXYDvtzK0ZIIZWmO5Lfh1E2bm3suVzP0jRzqyJKpYwxgJPWwxHDlZgYdkSKSXCGK5Y07/s4oXCdayO+j2cT62ULEeSNGNidWYq4DPNWLRarVOOAJ4OPvKRj7Bz505e+9rX8trXvpZrrrmGv/qrvyrN89hjj7G0tASkwrv9+/fz5je/mUsvvZR3vOMdXHrppdx5552rMr4BVheDFPAA5zyO19LtZK3gzhbaYepYprKSKVsK5hZirEJOUGA6BHB+fp59+/YxNTXFFVdc8YJT1FJKdk9N8E/PHAIgSQRojSMdwDAqPBZkgAkloq7AB6FcUrInEMagkbSODSHWgnFBeAYRGky2D64S5Bo+p1jz5XX3cW4o4d7GPPHaGkgyAmd1Ym8iTs2UEy+NknRcARODyQidswDxeHrbEYVTZ4WKpHA7UpmZMJYmmRAl6xjoEwGsBmREb4QmztLccSw5lIwhhCBRErtQn4gQBIlD3Yk5utIl7bFvw1BZ5bgYNGg0yg7Vx6JxNjXKqd2kDwH04xpzwRDr6/1bsgHMJ8N9pwMcjUf7FuqvqFpqG1P4ytcu2nSJIPQKS4SQzEX1TkhASMFscyjt21xAUDxHSZ1mMSob2p10uGkZyAJWQgtWsFi/6KGzMrYkOz0d65c4G3AIDIGFJEZ3iLxwU1JYm3dQGCwJjp3Wlt6y5ewLQHJsmRojboasHFmGbS7SkgQLAXKtR6IU9mlG884kAhhFEUmSrEonkImJCT784Q+fcJ5iHXa9Xuczn/nMWR/HAC8NBhHAAc5ZKKV48MEHeeyxx7juuut6Wrq9WATQj2IUpmP+KpGstBRO8eEoYFNtgoMHD3LvvfdyySWXcNVVV52V+kQpJVPDDeq2kypvQ4FnCXS2brWQhuCMFhhpEMrgx27HC1BkZGhmZbjUecNLumOzdfG4Fmw9KpG3RU+xdG3aNs1oEHHa1s1og9JZKtcDd1F3SJ/MIqeWr7GiAmkuGlAXM/lJlg62dLcNQ5XPVVXAVUVFn8Oet2t7dnYtKlO7qqBP3944jWTNRN0Hrt8n3Trn99aeFe1bcvRtDZfYHAvKEZOqWCSPAPYjgPNJ/3TgQjzUo0Ima3tXjAAGSW+t4nLFNPpQa6wUlQXwh7rHYXYe2qPdfQsL15YKCmIQK40Gtg436DqD56n/7GUuO0a5UL1mZ20NLQEmuw4TCGYUsVIoY5BC4ArJ7s2rZ0h8wYZxjIGVmTZ1z0FagpXpFkLD9Fzr5Cuo4EwIYLOZviSsBgEc4JsbAwI4wDmL/fv3s7y8zK233sratWt7vu/XCm410I5jBKCy2jgriySV3v6NoX1wjieffJIbbriBrVvPXlRCSonWmnGvhk4MQaxwLQufBKEgVColc0LQ8D0sZZiPsxQtXbu5BVHD+IUWcMuF6FUhHasK0TNlAYV0l+1ZJOMCfwtoW2D5WSu4CLBFJ3UnlOgIP/JuH7VpU6rtK/GaQt2h1VZgGXC7LeN6+d+JfSLz6F4RKrvdPel3azX7KXRD5RBENsumW/9WbS3XCh3alZ66kCpzw6Q8r+pzmw2VzbRfbi9XVSAvJQ18ZZeMqovb6SeQD03/6U3l0Sw4a4faLnlra9PrgbiwMlJqsacjQVTvjmXODJWUMWGB6BZT8iLzCVxYcjrlAiYjgLmPpp2/TJnOCgCQnsTVaf9fd8XCFhIt0mteS8OIsF9wn+8TYcuG8SyODlOjDaQtCZoRloHZhebJFu/BmYhAms0mQohTVgEPMMCpYkAABzhncdlll3HTTTdRYBsycQAAs+tJREFUr/dX+b2YEcCG5SDyh132gLcLBrjNlSayqTrilLOJnABuHBoiChWOtLC1hRESZ9kghmxqi4LhhoNoW0jSGkHVzvz1OlE8QbDYJTUy6j7dk7BgCaLLx9QqRHZ0JupQDUHzIhBpJT5etrgVa2pzCmOJTis3ESnc2QRVsykG0kouJjL3gDNpmrD6TK8W9Z1EBALdlG9newhWfI9Z042eJX0IYBRZPL8yViIWVePk+XYaaUuS3lvoclT2FuwXAYy15Gh7pDKtPBaD4GjUv3Y0Unbf1HKkrZ79Bmhrr6MAhpQgF+sAY22VxCbGQOB7aL87LWnZFE9MvGKV2rYFBRW3Kvw2gjysF0rksw7o3PoForwdoZXuS75LfpReULFUyETgxhJv3sK1rc5ykVGsk71CnrOJCzaOd/4etZ0smpn20l5YbB9nqePjTGoAcwHIarsdDPDNh8EVNcA5i0ajccK35WIruNVEGCfUpN1t3JARQMvq/nyGZZ1bbr75uGT1hSAngLu2bMTWEk9IyOsRfUNUN6glg9/ySXyBzHriiuzhLQp8xAm6hMKqhoAyJJX6Oadwm4gLptHGheZmSGoG0c7T0BrLBxl3RR1GgpOVxRU5jirUF2o77SaCY9AN2UPwZFD+LCpNB/pdAXElAmgQPD2zjiKJqUYJIa0RnPbL5MzYlehYUM/m7ZOeDcupun69gZWRLESN0hj7pXqfPy4BtPoqk6PEJujT67etnFIKGCgtH8ROJ0UOabo8TmxUgQDGYWW9oUQsZt8rCArXWZypgb1YkjfPFhqC5RpOYHXS1HFWf5lHnUUeGbQNIrOnFBpGph2SRGMJgQSMTE2gL1glC5gcF2QRwHRfQGTXtCski0v+aa/vTFLAuQfgakY6B/jmxIAADnDO4mQ3vPxGutpRwCRReHQ7F7jZg9IUSNPWtVvOav/hInIC+K2XXYwrLDxsosyHzDEWWoKJgBFJK9KMyIz45T2Ave44l46FiMPZeoumvQWVRaWRRIko9vAlA8kILF9koW0D2qA8C1mwlbF9g2qkBEplUUGjTfdvDNGoTLt15EX/YUX1W6lFM1aV3PUiqUTCjIQDQVkxqnSfW6DlMq/LxCIuRF+0FixlUb446T3nB1vlCLDus410u5JZv0sW+9nFHA37E8BQ2bTC3hR0O3T6EkNfOSWfv3wdOVqRW4pURsomFrJE+qr7KiwHNZeJe5pOh9RJVRDxLBVLNASx5eAczsatu6rgIDOfzK89XRc42cVW1zbRjCZSGqU0rkxTwZYQ7Bhd3bq4ibE6Xm5ltBSmNYmkv4l2+/Rbn50pATzbFjADDAADAjjAeQw7KxRfdQKoDY62Or8WS2VeZqqbNl3jrJ4FQk4At0yOM2TZoDWhVlhK4LgWUqcpO2ELjBCIVkqHbCVwFg3K7fr8aRui7AEsi9LaAmcoRuYA7AIxqGYd82ChGhKEYxBOWulDPCeX2nTai4lQYbJokO0rjAQtDcbOegcXfaCrhK9yTEwlSimkoJK57iF3zcijaZVJkOlzC2wzgq7U3SXCoLLz3gqHO8tVSSbA4aWs12+GHoEKXUHKsUIdYL96xGrULkeY2CwHtZ7prdjrK/DwE5d2pcavaIvTir0SAQ3j9IWnmE4OK8cqadjEmfWL5XfXZTcF+cmUBTGIzl6gmtMWIgY3SutWMRBnovXYMcgwrQ91lEAYcJ9PteZGQhArpBR4tkVNSy5fP973+JwtCCFYO5q+DLSeX0FkLwImMYTB6dcfn2kN4NDQ0CACOMBZx4AADnDeQkqJEGLVCaAyGhGZDumIVtI3/1qt+wAeX2UCmO/j2kYDlaSmucPKRruCejM106j7NlakERmbi2oG+2gmXMl66xpXsKJGUguWgsK32GzCeFmHjwzFx1VPlrL4TJKQjEjCddC8yEI5BhkoonEL7RiM1Gg7JaTRGpHWA1r01vtV10ufEsA+y+iq6KMy05GF8d7NyN5oWdPvV2wvCKP0ILUL6t1qmhmgGTSYLaSB+xHAnJwWlcBVc2aAVty/xs2PHZbifgTQJegTAVzRNaq3+yLhXIm9Ugo4CtJ9zQmgURB5BQFRaAgd0THXjoPuPppmgZwXfALza8z4Eu9xCyevpW2ldaQyIO0lnZFGERnWHLWJFxW2EOk1IVMxliUFw8bGc1bfyWzdaBp9W3huqUPCJBC0oxMs1R8vpAZwgAHONgYEcIBzFqfyxvtiCEGUNiSBJs63E+Xb7v58tgydudHzyZBHAAG2jI+gjMY2Ai8ShFLDkk5rp1ogE01TpxG/yBMQZP2Lw3TsZthC2TbeEQ9R4BaVjCcyKKiCg+6DztiVyFwxECfo1BIaO43YRJMWyRqIxyBeI9G1tHbQuOVbjxCyJCjoQfVSsHq9/3RcIYAFQqOU4OjKKKIi5ugXwzm63L/3bxSlx/LISpd0JJUoo4kd2onFTFAkgOV5tOlGHqfDYgq4l8yEsdOXZPqJw3LUJwWcOPhx7/hTolY+YMWIX1O5pXrIICOAOUlUTbtkL2PPa0AQuykJbUf9SV8OobpdQMAQJTXclSx6mGVS8/9FFlg3Cxo1DUp07WGMBbFRJEYzHMsXJSq2bix9ITDKdF2JlMEfpIAHOM8xIIADnNd4MaxgtNa0lgKWmssMWTZe9tArvshfMDy+atsvEsDdF27CFRZD2kIFmlBqRCSwGhZBqJHGEEqJ3dZpilVbiMSQ87bIS1tbrTzvQYH06Xr5QVpU/oZ+gQBalHiE7HFk7q5HVrslVPO4urpscadP8hnRQ+ZsUSY+I3Y3QnZscRRlLEyFsIWmPMYosFmJLLTqJRZRYhNFFisFKXNVidtargNdEUmiRY8vX5GYLkV1Ei0xJu2/W0WsrJ5aP2PSCGBsHKJKCto/HgGMnJ7uKUXVbztxS2TWD9K3gxgLoyEOKsbRYbquFWlBCH7hxaDmdd8sdPaS5IRd02ekSP8+4tA4JnCz42lnx1womFz28I5KBAJjC+LMpkjJ1KhcC8O4FszPz/PAAw9w+PBhgqCiFDpLWD/RJelWppxP4gS/GR9vkePiTAngwANwgNXAgAAOcF5jtSOAfhgRxTGLCy3qQw2mGsOdaFSeynGkxaah1UsBW5bVIYCvuvJiXCw8Y6MluEYiAeWAFhKHtP7KytJwlgH3eYNXy1J5EmSoWaSGLBACUxOlfsC5d1+6o5T+LnbwqJK6Ymleta+uqcwsK0IPUeJiohIRrH4GWclHC8qfw4K34eEs/auq7wpCkBQihysrqQdNNZ0MKRlbWBmmpCKuEMCFVkq+ZttpRLifsrccNZQsRTUS0z+aFSvJcoUAaiM6EcRiijhRksTYJNrusa3xI6fnXOUWONqkxLFoieOH2XqFQPsWUSWtbET+WeAsOgQjhXRy4YUhryetF2siO0IKgT7iMjTvYC9Dw7LxFsA7KogOKBAC2wiQYEmBTZoGVgJsJDu3bmRiYoLR0VGOHj3KnXfeyV133cVTTz3F4uJi5zfzQnHBhV0P0tw6KYpU6cXoVHEmNYADAjjAamHQCm6AcxYvdQo4SRK++LW7UIlG+Qbp2Iwpm7wvWT68zUNp0/jVQjECODk2zKhlsxxGGE8wElokHsShIjFQsx1awJBxCTC4rkW0KJFThchcrFGegzXXgA2qY9Nh+YYk47Ey6bKFqiBDKNNJBRtZ2e8iAax+1/O5QrJ6IoSUChClkegCC7SMLHFCUSFb+faTqM5CkKbxtK7SREhiC9tJ19TKunu4uGjKNh+xsVjxy2SsGLUzBlYSLyUpephW4vT1AKxOmwuGadj9o9hRbLEkyrV+RWFGM3ZZU0vHGcbd23mobGzZjVAFkYOxDVbhIMfZOPzQxSBJ8vS9gbYqEMvAJqqMWRdJzFIds77gD9jIRD+JQdXSVoHRYghrPDCg3DQWGAYxwpOIJZv6kqAeSRJbYLc1SV2AI9CxBisVO4UmraYMUTiR5Oqta/E8lwsvvJALL7yQOI6Zn59nbm6O/fv3Y4xhYmKCtWvXMjExgef1F9ScDFObxqnVHQI/zl6wIFEGnZz+fWdQAzjAuYQBARzgvMZqEcBWq8V9993HfDtkyPWYT3yU0QwpB51VjuUEddvI+FnffhFFAggwWR9iMQxJpMFa0QgPhC+RSmf2KBpLWkCC5UpU6BLbqkOwLG1QwPxKA3t0mSQTotqRJsnoUSmS51YIYAJkz9IeflNN23KCz9XooS5PEkaUooY2smMcnH5fqb8zolQqqLOQ4jNHRsmjdkb3ibIlFjVitBIsZOlTHQmo6C8iLVhIauV6xMwM2rY1JmqgMvWwTiTz0TANu7dOrKpOnvZHmKz1bysWJk6P4qVIAFuFOkA/cgrL2Qw5BQIYOzgqxir4OOYdSvJonzJWmopWElM4tnFoETrlMScFMr/UtGF91iaxbVBZtxC7aVD5fNlpc6IuMY91yvATo9MAb94VpGaTaIW2BFac9uHQAjzLAmkQQjMUW2web5R+F47jMDU1xdTUFMYYVlZWmJub4/DhwzzyyCOMjIywdu1a1q5dy+ho/17K/SClYOvF63j8oechN6iOFTo+MwJ4JhHAkZHVyzAM8M2LAQEc4LzGatQAzszMcP/997NlyxZaYwLnyecB0v6jgSHnEDJ7kG0dXj0BSLqdMgHcvmEtTy7MY8Ua5WvkiI1eirE9QTszxlbSxl7RJJZEOzYmjMBNf+6uYxEBPhb1GSAjgDLukoOhhkPe50DVKoINnTfH4sSkTpLmF/MuH9bJIh+itAJhyquzSEltd1sVQYeGYvVbIgxGw6Fm12qlX21fbuWyslLvCDbagaZRybo1Y5dY9EnpJha2rQmDrnq47WtmwyE2yd5rs5qePeaPcNHIbM98kNYdxklKzHK+UkzHFlPAQaH2r6oEDmMHGWkctyDuIa09bBfTyFp2xC45fN/FjHXHLHzQhT7Y/kJ3XmtJw1CW4vUNKg9c5UQwUOBmvnqeRABxRgATKz3/sdDIOLUGch2bBE1gFEM4OFIgLMF6UvJ3vGiaEILR0VFGR0e56KKLiKKoEx28//77EUJ0ooNr167FcfoLf3Js276exx96nqQdUas7RHFCErx4NYAbN2487W0NMMDJMKgBHOC8xtmMABpjePrpp9m3bx9XXnkll19+OQvNIDWBJu1bqlZUJwaVRxC2vsgRwKu3riMJY9xQICxJ2I4wCDzHQgmB3dIEtsabT0UiAHpBk9MpqxDNsY8WWsMV8qn+cjcipWuVB1Zhvh5fwOrgi1aD1kkiLpWSLauyturS1RKvuCIqUVIxOztKVKCFTh/bl9zfb7nZTbXqfm3W/P4pxNwgebHdPZZRIpiLhvq2a+uJAAYj+LqXgBiTjkMZq0TowkJ6tp10/y519qh4AYax3du1RAgiZfUQwCAqLxtUBCCyXT4TdVnrCHpEoTvakNM9XjorGciz0m5Cp7VinBNbYRBZdDq/Fi1bIE3K9eMkQQAOgq3joyckgFW4rsuGDRu46qqrePnLX84111xDrVbj4MGDfOUrX+Gee+7hwIEDrKys9O0stG171j9aSqbWDRMECdEZ2MCcaQ3gIAU8wGpgEAEc4JzFi1kDqJTiwQcfZGFhgRtvvJGxsTSqt9QMcESXAPoLIc4GLxtfuuyLFQE0xjA7O4tcOownbFRiEB5opVGAY9L073BoszQMDV/QWq9xQgsT2bgxRA4ouhE82zSw5pdRE6L0NqgLOWDtCYhNV8VZMmwuj1UoTem9sig0Uea07jiuZRPTfcgmsSotn6jygzpSmpKDnxA8O7+mvNI+FiVJthNLhR6+uk+qOGrbGE9VRb0kSqKVYM4XnWOjTEoA+3X3qNYAKqzUN7DCZVQhWrkSetSdNJpYjPT5idOJDoYFo+fiPNpAFNu4fdrWhbFDu0AWEyM7foc5rKZATRUmxLI01mY7xp5VJOttTOH4+gttmErPiPLSbTtSptdqIkiEwUrSvtUy0hhbUjcWPpq6a7NC+rLlSYs2ikQakiShpiwuvWwtWuszsoGRUjI2NsbY2Bjbt28nDEPm5uaYm5vj4MGDWJbViQyuWbMGx3G48JL1neWHXYvngpjYlgRBRK126v2Iz6QGsN1uDwjgAKuCQQRwgHMap9IO7oWmgH3f5+tf/zpBEHDLLbd0yB/ActvHyshAojVLR1udoFbeLOLFiAACPPPMM+zbt4+dV1/NZK0BGqQtcLFwhEBlXmy1jLC6loOqCaQ2xK6LlxGKoCCFtWyJ83S6/lqjy67kUIFpSYEopIdLYg5JyZBPJGVSVjx7PWepemqr/X+rEUBZJjBRUg4BVtefBBYLFVPnMOpVhioj8FsuccHeRVVujUZDHLp9CaRSFq22V1I9KwSRdlhOes2a+7Wfmwl7a7yKXUaahVq/sEDkjJGd3r9FS5hiNDBObAy9qd10XTZ+IaKoEtkTPRSBgMI7lqkS2IaDvZj+XeygklvAyFB3fB+d/NrJfCm9bF25utbKSH1+JCMUWbtgEhsio5G+5qYrtxDHaThRKfWCFL+e57Fp0yZ27tzJK17xCq666iocx+HAgQN85Stf4b777kM4qdBGG9CtAK0NOox4/tDCSdbeRf4SN1ABD3CuYEAABzivYdv2C4oAzs/P89WvfpWxsTH27NnToxRcbocd1agrLYJ20iWACKQQbBka5cXAgQMH2LNnD5s2bWLzmlEsKbC0IA40jhDEWVG60YAx2LaFu6DxEAghkSvpyBOny7QipYjiBiIyWE6B3DQqab/jld6Jsi3MiVTBvV5+ZZwsmFON+PWIhmV5yvLR4Z7mxX0CeygEy82yE7aqDCbxbToeJBXY0sMPKstnt9b5qDdy008ZvBTVe6YVe+8WvQCDSiTPz1K4gS6mgAsp40wd3K9tXZTY+IXl4tgirPoISgurkPbVhQvAaqYqci9r6muGu+vSXubv1+qSMz8zFU+ijABmxylX10at7HuVKn5jUoW7nQlB8AT1WNKwEhYWFhgdHUUpRZIkxHH8gsmglJI1a9ZwySWXcNNNN3HLLbcwNTVFGLUZXeOyvLzM3IGjAKgg5tDBUyeA+X1qQAAHOFcwIIADnNc40xSwMYZnn32We++9l0svvZSrrrqqb2pm2Y+Q2QN72MoUojn1ELCxMYx7mjf000EURezbtw+AG264gfHxcQB2XrIRywhIDEqB8TUx4EYQonGXNEaAu2g6bd3MXMrikkZ3P0OVgLQYfc6hHXQLuEKr/BCVxUNcecAW/fuqQg9R/fsE9YNW5fhXS7HiirF0T3/gYuZZC5YWhnvqCnUflqkELPmVHsEibX+WI2qlJMv0IYBKSVphJdInBDoWLCe9xK5fejn0e2sAk6S7Q62wG6WrppXzFG4xAqiN1ekgktf0KWX1HNNQ2QRFY+vEIihECmUAWDKNAgIoKG7e8vN9csFAXiYpEkM8nEcAi+UE1Tx3eoKcrKWbnQlEtJV6XCLAciVEGhtBHZsxz+OJJ55g9+7drFu3Dtd1O6QqJ4NRFJEkyQv2AqzVamzevJlrrrmGq669kHqjzuKzc1iWIGz77L3rYQ4ePEir1SrVDvbzCMzHcjoE0BgzSAEPsGoY1AAOcE5DCNG3KDvHmRBArTUPP/ww09PT3HDDDaxZs+a487aDqENiaqZrnAspodmyivV/zWaTe++9l9HRNMLoul0S8Krd2/nI5/eSJAopwMoOwVhiMWcleC0I3QQZSSIZg+0iIgEGdE0iWxptSXSWmms/LzEXFSxChixo645XnzjRc7TwnbTLnGvIcVkp1PEJ3a0brJ5VqxI9VObED+9+BDCvh9NLoyhtIbQqG1BLgUlAFGsJjaSVuJWUtEDHFlZ2YJOcgPUhgIu+oR33vjzoWJb67Xa214cA+s3eOrKkEOkr2r3EGTHK0Y7SZcNKQWYY2zhW1FUNC5H6IBasYMLEITRWJ/oa63IE0ItSr0WZET1rRZTSvJYSaAtWErDmE0wm/LCXFCpT1jpCEgMog6rZacfA7LqKYwWWRFoSUEjXBjSRNNi+giEJtoAgfQmp+TBia6677rrOyxB0SZXWuhMFNMZ0ykOEEJ3e4adbg5fj8mu2MPf8IjrWbN2yBn0UkkAzPz/P008/jeu6rFu3DhHbbNq6Aa/iI5TX/51u3WKz2RzYwAywKhhEAAc4r3G6NjBBEHDXXXexvLzMrbfeekLyBxDGCp0xPjur/8qJicGsmgBkZmaGr33ta2zatIldu3YhhChFM7asX0PNsgnbCteSnb7EoqXQnsDDIrINxrIwmaDDOJKxlXQfRNbr12SmvcqpYT1fJlxWIXJTjvJVavNKXi3l78KKUlJUU8IFVFxdelS+VbPt6vxCCHQWNVucyVJm/d4dKmRNN52+uWGdyVNNJIijdJl+EcCknaWHKxDaJlR9VMd9UsCJ76CqfYoLEb1Y24RZSjiqWFm3QxelRU/XkbwOsGgQrZLytpcTr0RIQm2VUs+1TEHdcNIIp+VXzkF+EqSFfbhg0l1I++ZdZeyW6hwlk5Ub5HWcuegolgaZmJR0ZkQzRuPWbLQyyKWEG3deUiJ/RUgpcRwHz/NwXRfHcc5adPDynZs6L39DEryhGkJZ7Nq1i1e84hVceumlGGO4+0t7ufveu7j//vs5dOgQvu93tn8m5HOQAh5gtTCIAA5wXuN0IoCLi4vs3buXtWvXctVVV51SKiaKk7TtljBpOozUDxDSSNPZJoB5avqJJ57gqquuYtOmTUD6YCvup9aayaEGy+0Ay0gCrRAGgnYM2sZSEu0JrEgiQ4Oqp+k3b9bAaNcMOnEEdlMjLIlqNaCgEJYhqHpng+SMTdsVslMgWapSh1dt91skgEIIMKZD5KrzJqGCQmZVx6bMGfs8S7WSxL7Nwkr2ZZ9nvEkqhtFNJzV9rlwOJkuhJssOJzKS1m0LOSpKymkAyzioKCKKLFy3eO5612FUar8yVCu0UauIRdqxiy0CjKhOd4hiuyeylEfyoiIBjCV43bG0knKUKrWVKawnyZdLp9XdGkExFV+I2upmd1zFtG+UzW8FGuWQdQNJJT75tRQkCdiCELBCDbaF41r4OiGSYFsGB4ETw7fdfAWnAillh3DlEUGt9RlHBy/cvh478z9sHVmgtnaY9mJaNmFZFuvWrWPdunU88/Vp9uy5jrm5OWZmZnjiiSeo1+sMDw93XuROlQgaYwYEcIBVw4AADnBe41QJ4OHDh3n44YfZsWMH27ZtO+U0jNGG2Ghc2yJeTlWHusBULjiLCuA8NT0zM8OePXtKUY6iFYwxBqUUl16wloOzSwgNEQbPNyhhGGobdJTQyNJ3uflxUpc4C+nDWIQRjKQEQfoxZthD14apPbVAsD1lfbIkuii0hnMKljCALWVmLZPyLVHwia4G4NJ5i+HE7ryqEpGpijqqgbM+gTR0Ilg8NlIYQD+yVbCm0aDbDsJSGKe8PZURwLhdqM/rEwHEt7GGNNquKKCNRbzk0HRqTLhdX8V+EUCUIAhOTABbkUtN9Ea729ot2b7kCLMIYlERrBKLVFqRIlZ2ie8FcfmREGbCojAjdFHxmjAGbXWvBBF1GbRXcwnybdby1nDp+fWS1PtPGFCeRBhDbAusyKBdgWVS0bEyGlcLQgGB0IzFFp5ns3XjiaP2/ZATrmqqOCeFxXtIThyrJM2yJZu2jPMYcGT/s+x4zbU053s7uMwcWmBoaIihoSG2bt1KkqSClcOHD5MkCf/n//wf1qxZ07GaqdV6leI5giBAaz0ggAOsCgYp4AHOabxQGxitNY888giPPvoou3fv5sILLzy9GhwNYaJwHBt/Pm3rlXRq085eCjiKIu6++26Wl5e55ZZbelJclmV1ohf5w+plV1+EZdLIGEAtFjDs0IgkYRxjzUUIP0Ig02J7S2BCTWMpQRWsYGShpVXtQPfYlOr+igILW5QieXWnQBoEZaFH5VDb1YdqgX2oSuuPkxI+kdbzFREFDs2lrvWLqDJQupE9AJZttBbYfW6FJiNgxZq4avs5ApkOrI8nsFKCqOXSqhhIqz6kFCUI2pWasUqksBl6pWheZz4sVoJek+pI9aaAdSX9rSqKYlMgnTKCnO8pY5AR+IW6TNsHUTifo3ZXqBBmZF5EGpVZCuVqcdlOT5qr0t93TQuEEDjZ97VMPRwLkyagTZa1X1aMNM6sn28VearYdd3OP8uyOhG6Yqq4qCy+YNva9HiECtcYFmebpfXOHJ7vUS/Zts3k5CSbN29maGiI66+/ntHRUY4ePcqdd97J17/+dZ588kkWFhZ60tKtVkowzzYB/K3f+i1uvfVWGo3GcdPpVRhjeM973sOmTZuo1+u86lWv4qGHHjqr4xrgxcWAAA5wXuNENjBRFHHPPfcwNzfHLbfcwrp1605/A9oQJgm2I1k8lqZ7ihHAs0EAV1ZWuPPOO3FdlxtvvLFvREAI0bG5gPQBtmfXNjxhEWiFYwQ1JJErUC2DccCSLiZOUI6N1UyjPiKO8Y4lmEIaVxT89ETkUHsqjd0U6YcpWsSIsi0MFXsWt0jyepS+FfITFeoMESVLmZ4aQZvekGJcXt/S/FDJT8b0iwAWU9YrKbmr0xtBk8JCtyxUITesuw1VUrSyiFIfAhgl4Mc2rXaZtGjVL3QpCFrl+apdRNqBV2oDV8RCu9EzLcpq+YoEMKkQviSqEsCCxYvfnS4QDLW8koraDsvHdiU0yHZ6AvVQejzt5aQTLRZZnapup9einV1DdnbO61mrQplF6WJpEEDNpOlisaIZkjFf+9rXePLJJ1lcXDyhQOxUIaXEsixc16VWq+F5HrZtI6XsRNtzm5kLLpzoLKeaActzK6V1PfzVJ5ncPFHdRDp/1gZueHiYCy+8kOuvv56Xv/zlXHjhhURRxIMPPshXvvIV9u/fz5EjR1hcXKTZbCKlpF7vVZO/EERRxPd8z/fwkz/5k6e8zO/+7u/yvve9jz/6oz/i7rvvZsOGDbzmNa9hZWXl5AsPcE5ikAIe4LzG8VLAKysr3HfffYyOjnLddddh22d2qRtlCOOEhuPS8jMblewt3RGSEfeFRSTyvsPbtm3jkksu6RudzM1jDx48SJIkHSIrhGBipMHifERDSeJEYRmI/QSzziKMBWiNQGAvxqgxD6E0umVjbbG63r5FI2cM3hGbYHvZl087lXHFBrJpusLKREKnKW9v1K7yuXLqhMqIXrqDKbnscBSR1qSVG/7SYWSRwFpoQDEV24cf6EKUKxVwQNCKS/WG6aKSeKVKDEVKOt1MWNO2OuOuoh1KYiFo+eUOI9UavjSoJghWqpHCCgGMPOI+Xn4AC2GjhzCH2kZpQVLoEKIraWUVWjBcYPOFFHfN2KXAphs4YBXmjUznXMhQg2PjPd8m3Ayhm8Z2LV+jM+4i61kkMHvfUH4Cwza2Sc9hHq2NtMIBIluk4hJtGE1sap7h219+Ddu2TTE7O8vevXsRQnRq706lp++poF/tYB4F3LHrAurDHn4zJGn7hH7EkWdm2HThJAAP3fkEt9y2u+96+/UBdhyHqakppqamMMawsrLC3NwcR44c4R3veAeu67Jx40a+9rWvcfPNN5+2h+Dx8B//438E4IMf/OApzW+M4Q//8A/5lV/5Fb7ru74LgA996ENMTU3xv/7X/+LHf/zHz8q4BnhxMYgADnBO41RSwHktT46jR4/yta99jc2bN7Nr164zJn9KaYzSBHHCiNNNz+lsW0PizN+fjDEcOHCAffv2cdVVV7Fjx47jkj+lFFdccQWNRoMnnniCL33pS+zbt4/Dhw+zfeMa6kLiKNCuYDSSWLagYTmpGXT2BLf8rBDfszE1r9PeDqA20iUejeEaOMPUntOlY2oqBLDoC1htB6fC7pc9adwe75bK54poo1ryJio1eMV6PnWoRtiuqk56t9FJ4LckOhu8VVWAkGZ1o6APoci7gWgwYU4A+/gDNtMBBKHTaetWTeum68m+i+yOdx/0BFZpxU5PjV6O3AqmNH5t9aSMq9tXsUXRbUeEhT7RlRMbV3oAOwUyYgXpYJ0lqLXoRP1koYNMkNv/ZNe5l0X8VCYSSbLIeqB1Jx0ci7RGr76owYJX3XgpGzduZOfOnbzyla/k2muvxfM8Dhw4wB133MHdd9/NgQMHaDabqxIdHB4dYs9rdwIQtSPWbRjjoa892YnOP3znk0xecOII4PEghGB0dJSLLrqIG264gc997nN813d9F+12mze96U2sX7+et73tbTz11FMveL9OFwcOHODo0aO89rWv7UzzPI9XvvKVfPWrX33RxzPA2cGAAA5wXiMndzkJfPzxx3nwwQe55pprjhtRO1VMz69gaYHShtGCB19uAzPcJ214KtBa8+CDD/LMM8+wZ88eNm7c2DNPsThda83Y2BiXXXYZL3vZy7jpppsYGxvj8OHDNMwSJkpQsSKywG5qakMuVgAyTnCzziZevQba4Aw56cN5Juz448UFBpDvm3vYKaliU5/fwgO1QBqSilijRLiqvYKrqtwqX6sSwCqxqpZ75oQmFsRzXu/6EKlhdnGRjJzoJac0XxWxNqWOGjm8/Ly3JV11cM9siJbMjpPo1AGqvunf7p9BmK7bmD7t6IRgKeifCjR9fAgNsmQgDb3CEhVbZQucAsmrts1LVsphzmLXl9wyyKFGo5BYqg2l+201Y3AyK52s/CDOuoJEWVeQQCUIY9BORi4NhEIjHQv1fEi97rJmtJvqzrt27Nixg1tuuYWXv/zlbNy4kcXFRb7+9a/zla98hUceeYSZmZmz0i883+Yrbr8+HXeQ4Ep4+oFDADzy9Sc5dnCO8amRvjYzJyOAVWzatImXvexlTExMcOzYMT75yU9y8cUXvySm0EePpt1PpqamStOnpqY63w1w/mGQAh7gvEZ+Qw3DkEcffZRWq8XNN998Voqmjy00OyKFRqEPbV4DuOYM0r9RFLF3716UUtxyyy196/2KdhVAyTxWCMHw8DDDw8NcdNFFXHnl1dzxwEfw0YhEE7UUyhOoFghHEwknjYTUbNyZgMCzAQsTWLixJnYsogJ78aMYPBeBgzOf4GfBDCO7pr9QFlckFdZWEl5kas+cg0VRAicoZxK6HLLrIYyV7/OaNX3Y6zpBV2AbC1VgjnkdW9zqEkBVDbcB9dglUAZTuUs62iIEaBe+6FNrKEOJUBojoeXXGB0O+vYBLtYphoHDSCNMldt9Xl4Ww3pPqhqAKDVSrmK50uGkmFY2BnQiMVogsmMq2xIamQVQ9VgGhVrRBCJ0N9KXKXdjYZMcWYJtaW2syur+rGaCHkuPd1LLWtNl67fqNjGgHYmbQOik++4oiGyoxwIhBZMTJ/5N12o1tmzZwpYtW1BKsbCwwOzsLI899hhhGDIxMdFJF7+QmrprXnEZw+MN/FbI3KFZPDeNEN75j/u45Nqt1BpeX5uZ0yWAkIpAhoaGsG2bW265hVtuueW4877nPe/ppHaPh7vvvpsbbrjhtMZQRPWF2hjzgl6yB3hpMSCAA5zTONnNJa/VueeeexgaGuKWW245K3VAADOLTezsmecUU43Zg2v90PHtG/ohr0scGxtj586dfR8Geco3T1+dzC9seLjB+jWjHFpappEYtG2I/RikS01K2pbEW4loexa1ZU1zOFVfmloNlkNYa6Ebdif+pT2n83etXWMljjvpX1loA1YsY4uLDK8fFJ07TdKvKK90ACqfewhg7/wykQQzxz8XNjIlbPkiEowv0YV6usTodN2F/RIrWeeSyl3SbyoY7tb/pSst739d2RgjkAkoB9p+GonrRwCLEbiw6cJE2ratH5LYxqr1Ub2H/a+TlQoB1EZ0uqWoWKYELr+2NYjMu8UKyutxjEQkGmnS4dYTq2P9A2A5NgrSntOFsfjZbshIp4c3UOBlxswZEYzRSC1QtmBISUI0idHUpCRCw2wCjuSyC9f33cd+KPry5V56s7OzHDt2jMcee4xGo9H5fnx8/LQMmh3X5hW3X8/n//pOtB9y+ImjHHl6hmPPzDAxOYTneZ0XuKJyPwgCHMchSZK+NjP9kBPAU8G73vUu3vrWt55wngsvvPCU1lXFhg0bgDQSWMxYTE9P90QFBzh/MCCAA5zXmJmZAWBiYoKrr776rL6Nzi23O0EVERbSpFlkbn3j1Ang9PQ0DzzwwEnFHnnK93RaRl0wNc6hhSVkoMERuNIiUAZPOrSBRgyLoxYObqrObGuElDgzEfHaGmrYwWplDi6eRd4pTCnByBOwfGV2DBLIu1u5rkWYszEJMukaIVe5oGdZBNmB7FcCVzkIlc+V73U1AiGwjgx1ig37rd7RspKKFqi5suGxQCBiMIWgrloxiD6nWCmDpSVx3G3JVh2mF9gE6CyFbbop4H4RwMI++c10viTpTw5MKKFPVzDRlh1iV8RKnx7FJpEIR3csYDrbjwQiloBGVhS+NS2JhaSWCNqOomYsWoWoalKYveFbtAE70iSZGCSP5Da0pG2BCBXGs7A1JI6kERt8u2sL1FYJY46LFSSYuQRrrcu33LC97zE5GYpR8wsvvJA4jpmfn2dmZob9+/ejtWbt2rUdQlhsuXg8vO2XbuO+Lz7MbKtF1Ir4nR/4Y+aeneG2n/x2oFdI8txzzzE3N8c111xzWibUzWbzlAlgPv7VwEUXXcSGDRv43Oc+x+7dqcgliiLuuOMO3vve967KNgdYfQxqAAc4L2GM4emnn2bfvn04jsOWLVvOeipiftmHvFVVu/uwU1kKeLJx8gdFLva4//77T0nsYYw57X6hN+3ehhWDihQJGhEKbK1pzWd2LlEmMogNVitGZO3ZRkU6fmMJrDDdP12THTKjBbjzFvVWepuoF8Q0ll2OUNmFoFTeLSGHbhe6YFReOXs9kSv7fZKAoVaClaPdlfab3YS9U6NmH9uXgqWMrSXEoq+61xiB13JLbEuIlEDmULkzRrZ8Ozg+ASxGNcPMC7BvrSAgwn7XDikD61OHqKI+UeasrV3HAzA/d5HsEDVZIdpuRkit5UxMVNhXR4nuprXBZIKUmt+trfRGUiIaZ8bJdvZ7kq0YAbjZhRD4Uept6aSq9olWagFT8xyu2rGhdwfPALny9uqrr+ZbvuVbuO666xgaGuK5557jy1/+MnfddRdPP/00y8vLxxWSNEbq/Nx//yEu27Od9VvXMn3gGH4z4KJrtvbMe+TIEZ566imuu+66DsG0bfuUWtStVheQgwcPsm/fPg4ePIhSin379rFv3z6aza6v4eWXX87HP/5xIL2+f+Znfobf/u3f5uMf/zgPPvgg73znO2k0Gnz/93//WR/fAC8OBhHAAc5p9CNCSin279/P4uIiN954Iw888MBZK/IuYrnpYwmBRJA0ix0aNJ5tMeKc+Oejteahhx5idnaWG2+8kbGxXs/AvLNHnio6k2bxr7h1B//9z75EJA2utGnHCrch8esuljJopXGUoeZZuJEkdsEHdKSxZ3ySyTr4EXg2SIFjuhEdV1joR2L8G4BYdyKASYVtmFB1ivyFXanTU912H0KCUXQjcqfH93p8/eSs1xF1dNZXSeXqpGLMayQikJhqcKxAYocDhxCTEcBKezshCOZ7RypikXYT0RC3FSA6ammlLMLIPqEKGEAlNkksj08A2/27iAgkJpFgVeoxA9E5ZzlywYjK/hdJNwKIyUlvxYJmIQBLYpoK1kra7QjcbB5fk59IOzJgO4wsJsTzAUyl4cqORiWrtZSRTrlxkMCQg78cwFqPGI2nbBLLEMQJ65YskprDuomRVak1E0IwNjbG2NgY27dvJwxDZmdnmZ2d5ZlnnimlkteuXVtyFLjk2q385id/gT/+uf/FI0Lz3MOHuPiabaX1Hzp0iMcff5zdu3d3DJdPZDNTrf1dWVlZFdHHr//6r/OhD32o8zmP6n3xi1/kVa96FQCPPfYYS0tLnXl+4Rd+Ad/3+amf+ikWFha46aab+OxnP8vISJ+Q9ADnBQYEcIDzCu12m71793aKoj3PO61+wKeD5nKI49is9eqwlD18REoHNgw3TthM/oWKPU4VWmsef/wxhjxQ2kFnJMYzEl8arLk2ScPBmw/Th7YvkWM24BBqw9q2zTHAta1O6y60ASsdh+NI4shmw6zFUuhD1tUhkuV9L0aMjHViVlesJTypT2BV1StEZ5JclFjzNkmhnj81kzal9cZJeaxDvkOgdK9kouApKFcyb7o+p1gjSCLRM9Y8Ami3ZDcPXli+5XvoPm3gqv2FA9/tHyk0QCAwulyDmS9vYoGo6JKkL3sIoIoENt0IoOkQwLQm0F7uV2qZEfg4/QHEVnf3h6VNOzuadZmWBlgHQ5Jadqa0Ich6/4rspclzLWK6qeH8sKiGjWol4Fq4LYOKFLiSS7auTmqzCs/z2Lx5M5s3b0ZrzeLiIjMzMzz55JPs37+fNWvWdAhhTswuve5CDj1ymMZonQ0XTXbWdfjw4Q75W7NmTd/tHa9FXX5f+NSnPnXGNlYnwgc/+MGTegBWo59CCN7znvfwnve856yPZ4CXBgMCOMB5g7m5Ofbt28fGjRu5/PLLSzfPE7WDO1P4foTjWqyp1xDNTLGYbXPj6NBxSedqiD36IY5jHnjgAaIoYveu7fyfe57Gb8Y4DSs12W1YDEuHxYaD/XwTb2ODsC1IdEr1VM0mXkq37zVqBBn5EQUCaDKPNv1kgizUescV6xfHkoS5rYw8PjGGsmmyrh6aKncU5Wiibcu0k60B54CHMOXv8/WbYvveisJXLPZvEdchewbCVvahz67ISCCU7BGH5PV+9dDudtstqJbbvofozyhLCNsufTUgBiRWGsHzCgtlIo481V8aky9hrBLBTMopYFFZ3l6R6AJpdBI61wNa0IhkaXyqFUOe9s98/2xVI/HSqHk9NMTZ9S2H0xUHfgzDLt6wSwzYwy460qiMKNoGhuY1oRbYdcnL91zc54CsLqSUTExMMDExwWWXXUa73e5EB5944glqtRqTk5NMbV+DdCx2f1u3BvnIkSM89thj7Nq167jk73jbzPt+/+Iv/iKzs7N8+MMfXq1dHOCbHAMCOMA5DSEExhgOHjzI448/zuWXX84FF1xQmudE7eBeCOIgRjqSYSkQWe+z3A1m03EI4KmKPV5IyhfSSOi+ffuo1+vs2bOH0bFpvviVJ9AaatoQaYHUBltaaKDueixqhStdzHIEjSHMiIuJNWPNNK1O9pCuuXbHGzAPAhgtqB+V+BvSaI2yDDIGMi8427LIi8nUSRK51R7DRRFxVUBSaZrR8Z6zDznIQPZ0IelZP13jYUjTvPGi7omKAZ1UrNUS6LxvbR++ZrfScVYJYEdN6xdIaWF4bd+j7ob0oCcC6CDrfV5ojhPpM0laaSdjC1MQZhiT2rlUkaeXO32BOx492QtVJEoEsKEswo4aSmC3yoYzwrE6F0qebjdY5NJru50QN1wwhiAvE8iIYIgBkwpAGqGgDTh1B6+lEb5CuxLbs7h+Z/k3/1Kg0WiwdetWtm7dSpIkzM/PMzs7y0IwQ0TIFa+7gkOHDqG15sknn+Taa69lYqK/KfSJoLXm137t1/jEJz7BHXfcwY4dO1ZhbwYYYEAABzjHoZTioYceYnp6mhtuuKHv2/RqpYBNbBCN1C8vL/iXVqqS3DQ2UkoBG2N45plnePLJJ7n66qv7mjvn852J0reIxcXFTiT00ksvRQjBVVduYthxMMRYSpBIQyPUxBhGYonRGscIjDaMjo6wQEqMXCkQC5rlmiKv+wpaITTSEFqsdCf648U2k8/C9EUaBNhKkItVRcURRUamYx/Tk/Usdp5AYBtBnLG2auazSgCV0IiWwD5UCPF1SwzTZXoIYPdvZ0Fk5tB9LGmyj9ZK2Suvun7LF2ivNzgoNIgIoqjrj1ccSytw8ayoxxzbVMyuQ9/F8fowz/wSr3r+daaX1yMSkHGvP2DeDq6fChhgDS7T3RhmSvTzdSIwiwmMZ48ObVJ7wGwV0hJpnZ+BibbLYSBeDqHh4rQTlO2ANsQ1G4whrlnUFARWKlwCQZDETB7WGCEwtsXU2tEzipCvJmzbZv369axfvx5zheHyHZfTjto8++yztNtt6vU6CwsLWJbF2NjYKf/OjTH85m/+Jn/913/NF7/4xQH5G2BVcW79qgYYoII8RXrrrbceN5WyWingJEwwUqCXY0QWecpTwJvHRzqks9jZ48Ybbzwu+SvW95wp+Xv++ee599572b59O5dddllpHVs3jeOabiu2urEILYGebiNdibuicYWm5RtEXoyvNdGywR0qtLorEKNiNE/YEvG8YWIuJQ5OIXKV6DLJkIXT0RPVq+yTXbwNWeX0bLXNnMbgPuGVOnf0mkWXPxqrO81rpcTFrTJLCnVufsUeprhrGmREX3UwWmA1ZXlsQnTEJX7bO6kPIKQEsNoHuDRf1fMvY+GmSgBjiaRXHZzkBDBfrhIB9GfLYcOoXd5ZUVBL1+JuLaQwEGQRQM9AvCJwQ905n26WHnb8BIRIu4MIgVpKtxeFMcLA0LLBiQ2OZ6MixfYXqf7vTCGEYGrzFPV6nSAI2LlzJ9u3b8f3ffbu3csdd9zBgw8+yNGjR4nj+LjrMcbw3ve+lw984AN87nOf44orrngR92KAb0YMIoADnNOwbZudO3eesK/nqqWAQ4UlIZzx8TakSjeZRcMuGB9l/vDiKYs98sgfnJnYwxjDU089xXPPPceuXbtYu3ZtzzzX7bqAJ56eQQlwlUFFEcmEw5BwaCcJnuUQBBGiXqcRG1qWwHIkJOAsa2hkJLfudGJGtmeRZA/1BINA4D6hqbsiTY9mqcgq/S4SpCqJqwbeXCR+vhwCEZmOH58SpqTqXXe0TtuvnGtNKapWre8TCGScRiJ1O+UrUdh7vRiRRvCq7efqwqad7aHdzqxNjmMPI/uodEWSpovtFUF72KOng2BlvHFsYyd9igBzIle1gslFHBXvQJkRQqHKUVhtBCYWnXCr0ZmyKRbUtQSjKZoKqorBoOObjrF23VgdAYinul6QVmxIDKw9qlkZ9ohJrV58oI6kCXhGEJCVHADWkIfdTnCORLSVZmi8gWXDy2588ev/ThfHjh3joYce4tprr+148W3cuBGtNUtLS8zOznLgwAEefPBBxsbGWLduHZOTkwwNDXXKXP7gD/6AP/7jP+YLX/gCO3fufIn3aIBvBgwI4ADnPSzLOuGb9Zki9mM8CUvPLTG6cRRIU8CebbFhbJjpZxPuvPPOVRd75GnwpaUl9uzZc1xfsNfdtouPfuw+MNAwglhKnOUIKSSN4RrhisHzUrVvIzC0aoVWunMR1L2UHXkSooyV2AIyAqgwWDolgeOPQrRD0soe/qrCukoEsHKXkbJiExPqUns4mYDu1LgJZGzQHtQOC8JnE4RLp58sZDWExQ30E3jEArslutE5Ua49hDSSYy+UI3iQed5lp9ZqZaUA/Qgg/X368mNhtwRR4MBwmS6nrdjK8EOnQ66768m27VcjgIUCyoTOXV1mET2hMnuaDMpIdFhMc4vU89AI9GKMhcQKQNXBCkynzhPA0wLRdUTqXieAaSfkTN2TkgSFmgO2pQevvexDY4SkFYNrZQbhaRcRSJXFww+3EcpGS0kQJ9TGPW647kLOZRw7dqzTf7xqxJz3K857Fvu+3xGSPP3003z0ox+l1WoxMTHB3/7t3/K5z32OXbt2vTQ7MsA3HQYp4AHOeZwsWrZaNYBhO8YWgmAp6NY4ScEFa8ZYWVkhDEM2b97Mtddee1zyl4s9juf0f9IxhCH33nsvQRBw0003ndAUdnikxuS6YZxYIYOEEM2QkWijieZ90LrT0s6faQOgMrGHwKGecejQ6j7Uw4rVjchMsE0Maw5ILD+btxLVEoWIbZUAem75WGlV2UblVIoEnHmoH7TSCGElpdlP0VuFSNIIXOdzFmmsolj/lyNsdglbR1TRZ5tWJJD9egJnBE1GmSq3in6i6bjPfHlkMq6kdQsp2TyNC2DysGrleMYIdFAs2qRT/5en7q0g3cFadRx+1t0kO79hWCCzUXdQYStliVLD2mPptPqa1DbFcTJC2EoPZjuKsJShdiigFoA0KemMlGLdmuFzutfs9PQ0Dz74IDt37mRycvKk89frdS644AJ2797Nq171Kt7whjewsLDAhz/8YXzf5z3veQ9/8id/wpEjR16E0Q/wzY4BARzgvMdq1QAGrajToaDjPWcJ1tYcHn/8caSUJ23rppQ643q/ZrPJXXfdRb1e5/rrrz+lFlXXXLGJmm2hjcB2beLlmEQYLCVxLNGp9/KGa9QDjZ/V7glgeCF9gCcyN29OI21GF4vyCn8HhjX7wY1E2g+4dAAKf4tU6JFDReVzlcQnJoD2Egw9ZiPydm8VwjQkqu1F6IEMRU90TlYvGQMy6BPBy7tjRIVl+qmD2+D0uaUKnQpm0AL6EEDRxxy6J8oHXSInJASlZswn/LsarVTIcocQITrry0+jlZFjr7o/YSpwsdtZVFiUSXWOJLtO6kISzWkmno/JSyvb2fm3M6FRUrNZs6jwphVew0UnGs+xqLkON1zb21njXEHeSm7nzp2sX3/qfYpzSCmZnZ3lrrvu4l/+5V/Yu3cvr371q/m7v/s7vvCFL6zCiAcYoIwBARzgvMdq1AAuL/tpBDDObS1SJEnCkEm49tprj1uXeDbEHrOzs9x9991s2rSJq6++um+EsR9ef/t1WDqt1zNzbWxLMFR3McZCxAlBLBCJIrYl4qiPHnI6+6amw47tiVMgfXbhwW4XxpEojR0L1j0A9rLudHnoB6dYhOaUbzslggklcuWuQOMpC1lcvjJ70I5Kn/uNQjYloiL8qBJNKwBL9SGAuYih3U0hC927IbvdX1xSt2zcZrpstZNHegn1IYDNfkS0MK1AZkVyYgJIdZ+kIAkq11NbIhKDyf36skOq4vJOyuxc2W2Dp0TXHxCw3K4y2Fjp36qdtnpzDhvqi5mV0mia2w4ssJVh9GjI0HPpfGGisRwLKQWuZ3Hb63f1HIdzATMzMzzwwANcffXVZ0T+jDF85CMf4Rd/8Rf5h3/4B175yldy5ZVX8vM///N88Ytf5O1vf/sqjHqAAcoYEMABznm8FCngw4cX0sdy1rNU5alQYbj56isYHx/vpHhz5J/PtKdvjueee44HHniAyy+/nO3bt5/WOjZtnWC04YLS2HEq4mgdbYIx6GaIlAJnMSS0BHYs0Y5ExOmxq9VcxhfT/fGs7q3BLfxdq3WjbVFuEh0aJh4RDB0pHIuq8jfsfpdUTKR75s2+rs8LRh8SWIno+313BZXPoneas9KHUFUjja3jqHuzdQ3F3Ty3EGAXCJmVgBWB1a/VWwysZCsJZDl62I+tmnK6uoNixDJP9VbbthWEIDkx7Il0QlqLWERoUYu7MTzbyNTiJSkWc9I5WbZvsIPuV0IZouyFyFUFzUh2jXgaagcNm56O8FYUwysJawPJ2H1LuEc1SZQgjUEZsF2J0pqxhsva9We/D+4LxezsbIf8TU1NnXyBCowx/N3f/R3vfve7+fu//3te/epXr8IoBxjg5BgQwAHOe6xGCvjQoXkA4pU0FLK0sgJAvV5j+9S6UusmKKd8IbP/OIO2bo8++mincfzx7GROhksu34Aba2wp8VcCHGlDnGDZaQp5vO6BFNhIPF9B9pCPkwQnSwNbhbFHraItiOnzFwgjGHvasPZRjYxMKTIEad/hzvqqBFBWjpOBkacEw48KpJa9hK8SMaweZSHK1i1WmxJZ6cxXiYwdlwCSetuFKxWhUdgdh7WcmcjEvYwujhW5rZ5AlNO3/QgjYDdFDzmURXKXE8C4snyRLOcdPvr8NOKonDY3gaRekFIbDXbLlK5hT3dfxmQkUO3uit24ex5qhSixlZUtJO0wbdN8KGDo6YSxhwPk4z5WO/v9CBAZWQwSjbYkF2/tVbq/1MjJ31VXXXVG5A/gE5/4BP/u3/07/uZv/obXve51Z3mEAwxw6hgQwAHOe6xGCvjI80sArGT/O9mDTFqSbRPjHUFHHu2rij1Ol/wlScK+ffuYn5/npptu6jSOPxN899tuhlBhZUpLjMBONAkCRxuWZ1qQaKRlsI756dMeiDCotmHUh6Qo/igQkWKWVzgVtawlcedg8l7N6IqkyPNMUlwQROFzMbvrLcLw01A/VlDjnkTkYfqkUL2CM7W72McrkHIk0fINViyQfbZlRDquKtUUBbJnZ4ILFfVuyFUSWbjVFtPA/er/0KTEt1qzWAzG5Z5/lehokRDmBtOyOg+go0oKOJaYoijGgLNSPhhWIdMulcAq7KtTsNUpdk8Js+hyvZHaI9VraeRRZtHCWiMjiFpQazhYAoQl0Epx80vQ/u1EmJub44EHHuCKK65gw4YNZ7SOT37yk/zYj/0YH/7wh7ntttvO8ggHGOD0MCCAA5z3WI0U8OzMMgDLs00AXC+tW7KFZO1wo0PykiR5wWIP3/e5++67AdizZw/1ev0kS5wYWy9ez9TUKFaiMLHBaE3NthGWxMw1wbVxFnwsz8aObYbWpNszXkoK7IMBYVxoKVbUGxSOszamJArJ1Z1SC+oHNZN3KsYeT2i0+0SzCsE0I6F+zLDuIRh/BJz2SY7hyZylAdPKxqnBXepPAItjcpazcfW5jAQCZ+kEKWRtOuSoHwEciiycojm035umLa03i3BKv/ydKdX6HScCmLV5I6ErmunjkFRVQAsFYVTeeavSRk4V/BcFlCKgxePbXkgV5i6iYyGTK37z68Vk11FigDhJ55MSFUTUXBtPw8tec1XvwF8izM/Pc//993PFFVeccWT+05/+ND/0Qz/E//yf/5O3vOUtZ3mEAwxw+hj4AA5wzuPFrgHUWnP40DT1uoVZzurcsgfXsN2tnZJSEscxjuOcMflbWlpi3759rF+/nssuu+ystbzaffNF/PNH70NLi5onCFsR0vaoWRYrDQevHRMZjRQWMk5bcBnHQqAQkYWINGSe1nbdJg/+xFoj8vdGkbZUyzOp6dgzX0BlkEbQmBYwrVBCkxwxmKGsfZxOiU5D2eiFBArRxJO6ulQzxv0OWZy6Rw+1JdLoTje3463bzsiW1qQp5kpaWgRgKh7fOVl0Wl0FbKp2rqS4lxVWA+L8bltU+PYjZ3kfYl+g1mQTdVllmxPAHgKZfS5GD6UWJTNtTCryKP5inFZ+hLrwtCyVHdZsizgjuLYGmpokG1/S7STY6Smtln1EVnYgHBsDKJ2aSsfZ+U+ESBd2bFqZmEcrzda1w1jWuRGfmJ+fZ9++fVx++eVnTP7+9//+3/zgD/4gf/qnf8r3fM/3nOURDjDAmeHc+IUNMMALQJ4CPlG3kFNFGIbcdddd+O2QDZOjRJnPWU4At6zvij8ajQb79u3jiSeeYGFh4bS3f/ToUe69914uuugiLr/88rPa7/QtP3grjiWxMYgwBs+BhRZBkGApg4sgyCxg1HKXhegoVWM2impVr5su1JXaPrv4kC58ZQSlWj07Bm9FUDsKw0dg6HlozApYUGm7shMcu5P5/KXt1qpK4nQw3ozpDM2pKHTzMcrIdKJkgt46wJqW2P18xrOol93qTkpUOSoqEkPsa1ShnVoxBWz6paazaVYxUtjzfiMgEqW6wHy6iEH06QtcXFdJWGNyAlic31BT3XVbptI9pRVjh/l4DYmdE1KNydTAebtBogQj0nOcBh4NOHaH8zeGM7MZS2I3XGI/Yvd123qOy0uBhYUF9u3bx2WXXcamTZvOaB1f/vKX+b7v+z7+23/7b7ztbW87p30NB/jmwiACOMB5j1yQoZTCts/8kl5ZWeHee+9lfHwcx65TF4IkKUcAt21a07F4uf7661lcXOxYQgBMTk6yfv16JiYmjmvdYozhwIEDPPPMM6dsIHu6GJsYZtvWCZ49OEc7UNh1SIIEtaZBLUgIgzgdn7RIfDBDecF/Rpja4CYQ2ZQ8/owtMElX5WlLQYcXVDOz2nQEHj1CXWPKtXu9AajSV6XPfeZzjCQq9i02BqcJ2u+u1tKitA2BwIoMzko5ytyQdqfDCYDXTiNWxxuYVVTDkhKs3PzaybZfSi3nSmBJXxFIJwJYTIX3SRUTir4pZAJR6tcLqRJYZTaSMi4TSqGyesbC5WqFGpMAa1Ji14hFyfNPxhohLNCGISWJMtZqtRNE5stYq7kEBlxjUICldWozE0QI28YWhlhDuxniNjwi0oDouGtz+zte1rtfLzIWFhbYu3cvl112GZs3bz6jddx555187/d+L7/3e7/HO9/5zgH5G+CcwiACOMA5j1NJAQMvKA08PT3N1772NbZs2cK1116bEqSCEEJn0awLNo51xB6O4zA5OcmVV17JK1/5Sq699lps2+bRRx/ljjvu4P777+f5558vtanTWvPQQw9x+PBh9uzZsyrkL8frv+d6hAHLc1ELTYbG0r6jtBO0BNvXOI5AWhZDfh4i6pKo4aNpSi6WZa++EsUunJswqITJTP/5+qKoERGViGCVWArRc+OqGjDblkVtpiwP0XHv9SFjsFrlaSIsU06znPSvISQVj1S7f9QKApR6x66lQE4R3TRwn0s2t20p9hXup04WoeyKQYrTI9kbASwonmVYEZ9oes6PjAwq0p0onlONgGY+iM5SglWw+JGFGkiVHX03a/Um844vmercX8mYs+cQBRGeFFjAhhGP4bEXVgf7QrG4uMjevXu59NJLz5j83X333Xz3d383v/Vbv8WP//iPD8jfAOccBhHAAc575PV3Z0IA82jcU089xc6dOzvqviCI0YX1qZwAbhjvW+8nhOj0/Lz00ktpNptMT0/zzDPP8NBDDzExMcHExATHjqV9sW688UY8r9Ls9SzjW75zN3/9/i8h/YRmlBAkilHbJjBpdE5aDrYliBNDI4J2A+whB5U/7GcivCmH0BHIWGG89HbhSoGfEbSkcIwSY8pE4gQkrhrWq/bzTasRs++EwBai010CwEYSFQz17MoGpBA9IgpXWoQVxiVDkHE5Mpi0Y2hkghYFJjoOfxUCd1n37JyrJb6lwRhMRi572tcFEjOke02a6aZrrVh0e/v2mc+EAtNX4CF6xCElW5ywPB4rNohK+YFM0r0axmIFTdyOQRS6hWR/u8uKsGYgU/fajpXWDRpDpNOost8MwXNJghjRsGgMefgKsGQqAHFs3LpNEkVYwrBj11YWFxcZGxt7SUhTTv527NjBli1bzmgde/fu5fbbb+fXfu3XeNe73jUgfwOckxgQwAG+IWDb9ml7AWqtefDBB5mbm+PGG29kbGwMgChMiCJF0PQ78yZa49gWm6ZO/lASQjAyMsLIyAjbt2+n3W5z+PBhnnrqKbTWjI6O8vzzzzM5OcnQ0NDp7+xp4JZXXcY///VdDI01WAkiWsshuiaxpY0R4B9bhvERTKARkULWHVRuDN1wkcciwi0e0hQ6kRV0DnGiO55/Rorj1+vJLKp3vGNX7aphya75Nqn6OjFdFmMjKPb/qEbhhtoWQaVfm2olMFapYWz2iTAXyFYjsRAkfdUjArBaoofcxisxTIjUGiZ7cRCV8VlNSbK2f2SvaNwsA4EeNiXVdOe70Oq09isPQPSkjIs1gDKqWOBUBCA23Y4nrq+hYUiM6Jw6T5PW9AFuImkXj59lgYEaIhV4QEcUkh/nOErAssFz8dCEQKQEtUYN69g8e163nX379gGwbt06JicnWbt27Qsq7zhVLC0tsXfvXi655BIuuOCCM1rH/v37edOb3sQv/MIv8O53v3tA/gY4ZzEggAOc8ziVG+jpKoHDMGTv3r0YY7jllluo1boSz4NPHEUISPyuD4ZSmi0bxkqt0E4Vvu9z6NAhtm7dygUXXMDs7CwzMzM8+eSTNBoN1q9fz/r16xkZGTnrD4u3/vvX8OV/foC5hTa1mkOIRsQGIWyErZFaoAE/ShiLLJqW6ZSCqTjBzAvssYRazaGVsSCtTIcveK6Fn6f2pICoSwh7UOAZVd4yXHdYKRB4z7IICwSwR+qgyxNN0bdQG8TRGOplwpmaUZfPn9M26EqL5SI5cv28AUcvgbV1mkI2leVNnO6oXSRWFQJpzUGyjf41gIVdkb5ED6v+Vi6JQPcjgKpPBLCwvIxFqRuJ0y4PrpZdEwDC19hGlyKEuhV3FckxnZMpYk2cXxpBAsg0CmpbCMAe8kg0xAhEGIHrYgkJQQw1B1spNmyZYNfuXWitWVpaYnZ2lqeeeor9+/ezZs0aJicnmZycfMFWSf2wtLTEfffdx/bt28+Y/D388MPcdttt/PRP/zS/9Eu/NCB/A5zTGBDAAb4hcDoEsCj22LlzZ49Y4+BT03iOheU6dGxNtGHbponTHtehQ4d47LHHuOKKKzoqwi1btrBlyxaSJGF2dpbp6WnuueeeTk3h+vXrGR8fPyuqYNdzuOlbL+dzH99LEsTUxzzafoKQEtUMEUM1HGMQQx7JdJvk4lGkUgjLIkoSLOkwcjRGXGB3SEMYJ5ApPf0gAqd7GxHKYHICWK0ro0ssXFuWInhxO4EikaqoLlIFb/f8GmVKBFAl3flr8wYTGoQnMCfg60KlCt6oSuAyciM1xEtJKuwgjczpQge1RiCIlO7UunXWm6uD/eJEUTo2zpwkhL41gMX6PMsXJNC3m4eOZcorKxzDKNkzfzGqKOJypNauKIBVM+msMm7FWIZOFC+dqCGrc6whUEsxQc3CDhUiI9hJkIDnIiOFEBKpNbEGWym0ZYEfgQuh0qAUtrEJn5vjTb+TWqRIKTslFTt27KDdbjMzM8PMzAyPP/44jUajQwbPRqp4eXmZ++67j4svvpitW7ee0Toee+wxbrvtNn70R3+U//Af/sOA/A1wzmNAAAf4hsCptoM7duwYDzzwABdddNFx++weObzIsGchnS57UEqzbdOaUx6PMYYnnniCI0eOsHv3biYmesmjbdts2LCBDRs2oLVmfn6e6elp9u/fjzGm84Bbu3btcRXFp4J3/vJt3PXZh5lfbBMs+FiNGrZRoAVKSuphzLLn4BoLaynAc2wiDTgWKLB8oKWgnpKAYtAp9Q7sIlX30jMfQMOzaWYG01Giwe6SCmll5oA5KhG+uBlBvbvCJNZQIGNJbgNjDPXZtC6vREahh5A6TY3UfXK7UoA2OEumlLqViUEX/ArVfIzXcGj3yQ+7bZP67+WbBmRsUJbAQmDPp1E4Y3pTyJQigFl0TYleNXRCun89BFD0pJZLBDChFJG0mxpdqEQwkS50YbGoy3K6vbjBpBXiWhAADdvBz4i7U3dTnuiHUK9DGCMcBxEnYDtgDBKDEhK34eIaTWNNg2/5zl30Q6PRYNu2bWzbto04jpmbm2N2dvaspIpXVla47777uOiii9i27czsZ5566iluu+023va2t/Gbv/mbA/I3wHmBAQEc4JzHqdxMT9YO7nhij37zHTu2jBMlWG7355FozYWbTy0CqJRi//79tFot9uzZc0p1flJK1q1bx7p16zDGsLi4yPT0NI8//jhRFLF27VrWr1/PunXrcBznpOsrwnFs3vC2m/m7P/0SvpGYKCL2NWZ0CFsr2vNt2LIG2xYMByBGJEQGUXNS4geYIwFcWMu82hySrA2asUXaVSI3Ti6ylGoAsxClE1KkyuJqH+AMSunS8kmkoN49H3XHJirYFCuTplu9edPxuKuSIJMRu3ybzopJ56mkdgVp2zO7Xa6NK3npxQYrBrsPgTRCYC1VGCxpuljVYCSx0EYhWyI1nq5w+2J0LlcC9yOAQgmkBl3REhktMKrCC4ukMsmUyFqDFLhtQ9BIj4FIyqRXGIOjLCIr3bqt6QhAAEgMMhFYfoKUuf+fJlKpAMS2U1FIw7Npa0jCBGE7OCN1HCloK4jiBHN0keted+Up/dYdxym9OL2QVHGeDdi2bRsXXnjhSbfdD8888wy33XYb3/Vd38Xv/d7vnVU/zwEGWE0MCOAA3xA4UQr4eGIPrXXpZm2MQSnF0rJP6/kFxjd0I36J0uy4cN1JxxEEAfv27cO2bW688cbTJmtwckXxmjVrWL9+PZOTk6XaxRPhLT/5rXzu//0aciWmtRLAUA2RKNwIlG1ht0OEbaFXEmTDAiRKCIRO679EDI1DPu1tQ4RaYRW6gUil0RmpKj2+LVmxd6H8WXV9AlXFCDpJFDjFIr/y/vgrAUx0b19GAtrQmOmqcnuUt4AVGVRN4GiBHaTHWmh6UsVWYNJauQKKXn7uSmoFlPiqoxju7qdIrWWqxC4jkPaSIgKsJYnuZ35YjQAa+oo9pAJMLwFEi54aybTWMJVaC5UeDKHS42YHqX2L9izssDwiEaq0pHMk3ZmGERQ7xImMOw8vxbRdDY6NaIUIOxtUdv23WxHUvTTqmyTElk282AbXZjiOwJN8/8+/vvdYnAQvJFXcbDY75O+iiy467W1DWuLxxje+kde//vX8l//yXwbkb4DzCoOrdYDzAmfaDi7v7NFqtbjllls65A+yqBJ0OnvkBs9xkjD95FFEIUVZ9xw2rBs94RiWl5e56667GBkZ4brrrjsj8ldFrijevn07t9xyC7feeivr1q3j6NGjfOUrX+Guu+7imWeeodVqnXRdP/O+t6GDEG+ohi0FQ7YgWPSh5jBsBEEQIYQgni0Ur+XH1BJ4SxqvlWBsWery4Ra6gThul/UYKM1XDZaJwoS4SgB1mb1V+Y+pXA9CCuozutThQvSJzuWp0FFfdohOPyWu0zTl1muUCWUunDCqzzZCjdWvti/rEhKtpIOwlmXf1nSlCKAWyIDjGkbLqGcyUvUnv5ApgLMInkzSSKZUYPnpAvXKgZZhQrLUpXxJq6smqUnR+V2KuSg1eYa0jSBAlBBn4hnjOmnE0XVxuy7i0PSxgoipLWvYuPXkL1gnQ54qvv7663nlK1/JxRdfTBiG7Nu3jzvuuIMHH3yQY8eOsbi4yD333MPWrVvPmPw9//zzvPGNb+TVr341f/zHf7yq5O/LX/4y3/md38mmTZsQQvCJT3zipMvccccdXH/99dRqNS6++GLe//73r9r4Bjg/MYgADvANgX42MHlh9/HEHlEQ43g2Wmt0RjiklOh2hE5050EJnDT9Oz09zYMPPsjFF1/Mtm3bVq0GqFgLFUUR09PTp6wovnT3Nt75q7fx4d/9NFoL4naIN+QShRH+CuhxF0ulXTW0MRghMCaTRAiBLaH+TJvw8mFsA7lUwLZl1kSXNG2enweRpgONzIQBiS5Hxart34op4crYewhgRWlsGajPVNqJ9GuzltcKLnavldTsuLK+timLUgrrE0lmyyLSVGrqWdjdF6eZzVhZXmrwglxSAtaywKw7BYV7s/88QqURzerYRUKpG0k6MT1HRcIoErCz42GFhhhQfrGpb1r3KExKSo0AFemOIMQlrf0DaNgWybEm0abRzmicRKEtiYshsSS0fITnYduSKE7XMxTH+EHC2/7/bzjpcThdHC9V/MQTT+D7PvV6Hdu2O3+fDo4dO8Ztt93GTTfdxJ/92Z+9oBrdU0Gr1eLaa6/lh37oh/ju7/7uk85/4MAB3vCGN/CjP/qjfPjDH+Zf//Vf+amf+ikmJydPafkBvjkwIIADfEOgGgHMxR4XX3wxF198cV9CFvoh3lA3Spe/wUfL7XwCkEaXtm9d23e7xhieffZZnn76aa6++mrWr19/tnbppHBd97QVxa996608ufcgX/7kA0SJgijBG2kQoJBBAo6LMYKRWLPsWshCGtZxLHSoGHq2hdw8Qj/JTVKJwgplME7hu+KDshoRLKSETbU20CpHVzpRyGy++rMhQ5aLX4gc9vMkFArstkb53S+HHJvlkgDF4Pia2K2kdrNF3GVdup4cBaowq93WaE/2Cny1oOZ3RTLWskRPVvZTG6p9TixflNvmFfalrz9gkglWvPIydlSOGMos+gdgRRpXGUxh24I0kiiEoK4hSFRJDdyaXsFyMpYbK5wgIYoVouZigJpr01YQL/uIoTpSp/vebkVIDOL5OSIh2HLJFNe/+sreHTmLyFPFruty5MgRtmzZQqPROCNV8ezsLN/5nd/JNddcwwc/+MFVJ38Ar3/963n96089Rf7+97+frVu38od/+IcAXHHFFdxzzz38/u///oAADtDBgAAOcF5AZNGo48GyLOI4Pi2xR2OszuzheSa3rC3d8P35ZjpP9tl2LHZs623ZprXmkUceYXZ2lhtuuIHR0ROniFcTp6Mo/qn3vpWluRX2f/0AouYChuGRGmGgCEWMtB30XBs2DFMbrRFkKUudHRGvCbqZwHBW9C+7vnJRldUVzlmPXUrlfBbJopBlFa+xygKOXFWrPUE9BG/ZENkhFAh9X/NmDe5iuXtHahBdILptjRWnEbHSsggcI7L0b3d5D0mQ0T0ZZOnffupigHb3z34p4L7G0G1BLHvFwlKlnUx65k/SVm5UtEci0MhIluZLI4jp325TlWoSrSDp/C70YojlCErRQdklPkE7QkpJ7eASycbxdFfbMXhuJ5rr1N30pcOx0M8eY8i1MFLy1p99Xe9OrAJarRb33HMPmzZt4pJLLkEIcdqq4vn5ed70pjexY8cOPvzhD78o5tRngjvvvJPXvva1pWmve93r+MAHPkAcx2elPGWA8x/n5tU7wACnCcuy8H2f/fv3Mz8/z0033XRcQpaLPWzHImxHJfK3NN8iynqU5vzEciSXbCvXJ8VxzP3330+SJNx0002nLMZ4MVBVFC8tLXUUxWEYsm7dOt75G7fxv//yHj7+gS+jhIU1XEcJK02H2g62FNT9mKDWfVDESaoeEIB8doXajjECV9Ja8aGeRoK0AJHobsSuyHBsUVHcVglheT9E0iWARcLX2c/EoB1D/dnsHFZIV9+uJAacSos4HZbTnk5LZ+rgniHihSArXTZkYjqpbaeV2aAgqXIzKzZYWnQipyIRyLgs4ujXc1i0ZarMrk5PDFa/GsC4/3SrEgEUicEKsk4lQqAWQhgqXMftLM8NiJaitq6W2vcAVpJ6RQJpO7csMug0I8TsCvHaYYyTNugTbmr7EhpBzSTEB2cRiULUHSY3reHm77imd7BnGe12m3vvvbdE/nIUU8W5Ar+oKl5ZWeHhhx/mO77jO/jZn/1ZtmzZwt/8zd+c0yTq6NGjTE1NlaZNTU11MgUbN258iUY2wLmEgQhkgG8YzMzM0Gq1uPnmm49L/opiDyEEcVhOZD5yzwH8lVQEkStTHcdmy9R4Z552u81dd92FbdvccMMN5xT5q0IIwfj4OJdeeikve9nLuPHGGxkeHubZZ59l6vo6/79f+hZGx2s4AjxH0vDSh5ofxDDvp40esuNQ7DpRr7u4jy9gJxpdEMsgBKJo4lySlIqs3i5Fj7C1SuDUST4nhtGjSScK1iN8yGxNirAC00sMiwNRBrudXhuyn8BjPumJxKUEMoXTVp31VGG3NFZlPHZQnkf2iQBafv/btFCk0cbKtqwoI6XV+eNyxFBmSmjIFNJ+JX1fOB9WYjBR93OjQKA8qyCX0QZ7PmDNSoAwYGkNtgVNHzGzSPzk89haYzsWcZTwrt9/a999O5tot9vcc889bNiwoYf8VZEr8Hfs2MGtt97KrbfeimVZfPrTn+bVr341jz76aCedeia9x19MVPcz/x0PPAoHyDEggAOcFzjRTWt5eZlnnnkGKSU33nhjX0KWR/2UUhhjkFL2JYD/+sm9tJdTAphk0Y5LLp1CZqnHhYUF7rrrLiYnJ7n22mvP2RRQPxQVxTfffHNKCL/tGt72a6/EcwzKD4j8BPwQXBsRaawlvyPqEG4l5acFo882e+r1isShSvJKBPB4LeNynIQQ2i2NM1eo+euT860SKm+hl8Ahu2TPaXXr+0TcG44b1b3nOw7SjQwricz6CKtYl8dvwG0lKL+cWLZ8yugXAYx7o5vQVTQ7lVy1FeiS8XNn/hiswrxCp+IPAE9rrKhwLKOkVIsolMaNuiuNWt1QYrECzrJSY/Do0CK1Z2YQTz2P9cxRGjOLWEutlFgL0Epz42uuYseuMzNePlX4vs+9997L1NQUO3bsOG3y02g0+LZv+zYajQYvf/nLef/738+xY8d485vfzCte8YpVGvULx4YNGzh69Ghp2vT0NLZts3Zt/3rmAb75cP48vQYYoA9yscfk5CS+7/ctyM7JX/4GXLRr0FoTRwlOZvr83CNHOt/lBPDq69LWUEeOHOGRRx7hsssuY8uWLau2Ty8W6vV6R1G889qr+L+/789oxQYZx8S1IUw7xmtGWOtHCGKDFgJpUoNfbAsTxuhWwvCBZdoXjGC87HaiT0Dyit/1mECfJCVc9McLNUNH41Ibun41f0O21RF4yFBjhwYxIkt9hgUgA4UeshmOCn1wk7JLc80I1GLQqX3sbDavFZjthvMEmbdeLV1+SMjUdsWqkNgKAexbA6jTqJ6q9Z/X8g1xrVC7F/aPJApFuUWcppMCthOTdlPJ6iztoFyxOeRYNI+twOZxUBqtRMcP2m+Gaa/gOEFn59e2BXGoEEGEtG1ipajVbEI/xkjJ+NoGP/2+t/UO8izC933uueceJicnufTSS88o8tVut/ne7/1ehBB88pOfZHh4mB/4gR9AKcWhQ4dWYdRnB7fccgv/9E//VJr22c9+lhtuuOGcTl0P8OJiEAEc4LyEMYannnqKBx54gJ07d7J58+a+KZnc4y9P+Va9ui7euZVjz8wCMPPcHCuzK53v4jhd39W7t/Lkk0/y2GOPsWvXrm8I8lfFxgvW8zt//ZM0bIElJCJRGKMhNph2nicU3cYdQnSKJK0YGk8u4uQ2KYX1GrtCyAvCDyFFOX15kudz17fPMHIgQPSoNHpXkDS7M7mLKamRfaJsMtZYvkI1uwypGkVrBCbtcdszMIkMFcIvkzsZdz/bS0ln7EX0EMB+EUDdrdUrTc8udxlWtpuYvhFAoUSpz3CHABpD0AzT34efRvZcUf6d+PNNZGwQxiBbYXruoFT/R5IOyJIQh1mk3bExSQJC4K8EeJ6DUZof+81/g1ev+uycPRTJ32WXXXZG5C8IAr7v+76PIAg65C+HZVln3DbuTNBsNtm3b19HpHLgwAH27dvHwYMHAfjlX/5lfvAHf7Az/0/8xE/w7LPP8u53v5tHHnmEv/iLv+ADH/gAP//zP/+ijXmAcx8DAjjAeYHiDTxvtfbcc89x0003sWHDhr5G0MW0b57yrcJruAyPNwD481/5O2rD3YdSFCY0hlxa0TRHjx5lz54939Dpk6kta/jW774Kg4HFJiYTcojFEFRW/F8IfjkFcmdFisZj81itKO3K0flClFLCXq0cfagV+wE71dYZ5Y/GpH5/I0/72FFvLZ8Qoiel4WQRYcuAu5JeHzrqZUciAXepnB4uReOMIZkP+lvLAN5c3GMcLfPWd9qkAgvoqSt0lqq2OX3Wr8H2j58CriqBZSLSsVTrEI0o5eSFSWsQRTvqjF22E0SUEBfqGl0BQkikEMhlH7uwWkt1I4VOdv5MnJHuKAYD9SEPYwyW6xD6Ia/+nhu4cRWFH0EQcO+997Ju3bozJn9hGPL2t7+dxcVF/uVf/uUlVfgD3HPPPezevZvdu3cD8O53v5vdu3fz67/+60BqSp2TQYCLLrqIf/mXf+FLX/oSu3bt4jd+4zf4r//1vw4sYAYoYZACHuC8QhiG3HfffUCa5vC8VEJZJYB51C9v93bCh4CAQ08c5e5P7eOyWy/j+Wfns23FbNw2QpLE3Hjjjbju6kUsXmporXn44Ye5aM9aduyd4on9R9CuhQ41iTLIuWX0+vHUUDjLtQpHQBZ9smwLHWuGnloiXFcjanSPVc2S+FnkL2wGMFrIZYYJZLWFiUn70OYcxfHsstegMYwfCKBDhnpJkYUgKU7PvfuOBR2iogIFbvndVyiDHZRlv0XiarcUJknT3yJSmIpHoN3UfdaZ7UczIe87UiWQw23DbNhVN/eLAKJNakxdhDLIbFLRC1DEpnOtywR0YZgyoWRuLhOBMCCjhDwWYIUK0y6T2Wix2Wn9J1cirLFG/j6Aa1mESQIYkqxmMglipG1jtEZYEr8ZUB+uocKEqUum+Mnf/b4+O3l2EAQB99xzDxMTE1x++eVnRP7iOOad73wnhw8f5gtf+AJr1qxZhZGeHl71qled0Abrgx/8YM+0V77ylZ175QAD9MMgAjjAeYPl5WXuvPNOGo0GN954Y4f8QZcAFtu6FcUeJ8LQWIP/8q4PYbRheaHbUq3djrjs6imuv/76b2jylyQJe/fupdlscuONN/If/uJH2LhlDVaiQICQEtkMsJUiirskWxbqLXPDaIGgPhcwcmARkQkeZKHeztjlW45TMHgWQmAXHnJhYVu1BIafaUOzGCITpZQy5HV7hX1TOlX2Ngs1f30EFbZvkJXboaArvnBb3e1WtyFCVRJQdKbnwpLCmAVllbTta9yVE5tXSw2OX15/Mb1cTPdaoe47HaBqbCiTrtlzd/sCK+g18+78HcSY/LwkiiATUYkwW7kxCCkxxmDXHExmFxOsBIytHeK9//xzq6ZCzSN/a9as4Yorrjij7SRJwg//8A/z1FNP8bnPfe4bOuI/wAADAjjAeYGZmRm+/vWvc8EFF3DNNdf0iD1s20YpRZIknUigEOKUHgKOa3PtKy6jPlLn2MG5dFkrXfZ73v6t39AN3oMg4O6770YIwQ033IDneTiOzbv/4K1Eyz46TGvCpG3hLbawGkUiXDi2heNsNLAcMfTEAt6zi+W6N7eSdKj29C0qb22JiBS155rUHlrsmBaXtl4hc9UavcSANxOWyF3VgBrAWYl6ySSpkENEGhkUiVUljduM+1rGCCNSJXW1Ri/ORSkKFSQ4y0Vy2rOajMBW6/z6/13cVnWcdg8BNHiJKkUFXUsggsKMYYQoGD7LKMbMZ3WyQdS5AvLrxLHSFwaSBK0MQyMenmczsqbBb378/6LWKJgenkWEYci9997L+Pg4V1555RmRP6UUP/ETP8HDDz/M5z//eSYne83fBxjgGwnfuE+2Ab6hMDw8zDXXXMP27dv73txzkjY7O9v5fDoPgVd9781svnRjR8VYH67xsldfzvjE0EmWPH/RbDa5++67GR0dZdeuXSVLm607NvK677kB12iMMbgNj2jJR80sYzKCHYRdohAr001RCZH2nUXgLcVYT8ziPbuAbIVpXaHqshyty4xH57Y8iWZkMWLkkSXq8wqRJyWT40engJ66N2EM3mIlFGbKtioiUim57EPirMTgrsTl2sAisdIGu530joP0BcRbiHuuQ5FF7+xMcFKMAPazgZGJwY66y0ElAmi6fodFklz1HOwnFokXyyoUEcXIoGvxUheVUkytwY+wtO7qo7VG2GltZ5h5aKIUQkC7GWJbgv/8Tz/L5En6aZ8pcvI3Njb2gsjfT//0T3PPPffwuc997rgdhAYY4BsJgxrAAc4LNBqN49oXmMyaZOvWrTzyyCMYY1i/fj3r169nYmLilCJ4my5ZT2OyBo+mn73hGq97y+6zuQvnFBYWFti3bx9bt249bq/kH/tP38X9//okK60IPxMFyGUfIyQ0LLBtTBSkHSEy0tfp9VuIpulQ4SbgLi9BTRK5NnrIQddsEksgHAuhDS4CtRDgHvOxfdWtByyedpUZC3dWfuLuH858gEwMpnCnE6R1iUFu9J0RPJHonhT1sOMQz0ccrzawFuhuqrjU5SQ9BnYrKfc/znYnMQbHTwCBs1IklPTAypS7dlsTj6XrqqZ3rdCQ2CJtAZfBrhA+K9SomoG8u0qgS9E9jCFq+oDA0hoFqS9kjigViwgBenoBhocQgGkHSMvGqDTda5RC2Db1mk19aIjf+YefYe2G8d4dOwuIooh7772XkZERrrrqqjMif1pr3v3ud/PlL3+ZL33pS2zevHkVRjrAAOceBgRwgPMaudDDGMOll17KpZdeysLCAtPT0zz88MMopZicnGT9+vWsXbu2r09gHMfs37+f3W/cwYH9R2ku+lx6zVauvPYbz+4F0jZRDz300En9DIUQvPsPvo9f+d4/QoyMoI1BCoHVahPX3NT+Q3fboB2PAFIk4IHGbQew0q0Z8wrfG6PBcegQrirB07ok/WjUbFr0hzTgLkZop7fnbrwUwKiHBOxW2vJMKN0zn5puISpu1sLk+ydwmjE6O1Yi0ZiCkrlmBCoxmMol5whB1Eo663WLKeB+PoBZJM/2DfFYNl9c9ii0QkiGKsSwnVC8xcvIIBONzs6RvRKWo3thVw2sF1bAdUo6GxN2I6ENDOFKEz0y3Emp112LIFE4tiCONPWazfs+8/MMjw+zGsjJ3/Dw8Asif7/4i7/IZz/7Wb74xS+ydevWVRjpAAOcmxgQwAHOC/Rra5TbvEA55TsxMcHExASXXXZZqQ9uFEWsW7eOqampTpN33/fZu3cvtVqN2773tVxzzTXc8/kH+Tf//rU9Y/hGwLPPPstTTz3FNddcc0o1Tpdcu5W3/l+v5a/+n0/TmBjFX/axbYt4egE2rIU+ilsAiibPuWdgfg6L853ou34TKhEyf8mHsXphu7JjZjziK5TpkyamK+QY0YLc/EUmurx6YxALAaa4fjKyF2vcWJXawInEYArRSnslQCUGKmVviZ9gFw6P3TbpsrZA9hGoEKY9mO2CEriYAoa0+wfIEgGskkkZp9vJx2Mvh5T6eETdlH56LFSH0JtEdc6TENBebCKEpO7a+NLGGIO/EmLZEksIXvbGnfzY774Vr746NX85+RsaGuLqq68+ozpdrTW/+qu/yj/8wz/wxS9+kYsvvngVRjrAAOcuBgRwgPMO1c4exxN75H1wx8fH2bFjBysrK0xPT/PUU0/x4IMPMjo6ysrKChs2bODyyy9HSsnFV2/h4qu/8SJ/xhgef/xxjh49yvXXX8/Y2NgpL/uWn/p27v/yo+y/7zkQkihSSD9Ezy8hGgVLlyLpKz6Q8/Rw5xxV/emKqdOq+V/PjlQmiJ5PItEIA8mRZqZy7UMANaAN+li7MK1SI9eOkdoggGpgzjUgFkKotEvr/O1HJM0I27Or4ltINJ6Q3Y4jgLOiidZYSH289nmi5AVYFXjkRtElAmjKpMhK0uXyfbFaEYgaSIHIPPtyeJYg8EMYTj0yXTRxbi9jEnQmHGkdnsFybZAyfTFYavPyH3gZP/kHP8hqIY5j7rvvPhqNxhmTP2MMv/Ebv8Hf/M3f8KUvfYkdO3aswkgHGODcxkAEMsB5hZz8FTt7nErqRwjB6Ogol1xyCbfeeisXX3wxS0tL2LbNkSNH2LdvH4cPHyaKopOu63yDUooHHniA2dlZ9uzZc1rkL8d/+Ot/x+ZNIxilMCY1bRbLbYaKfnjF+rnqQ7lE3Po4PHeW67V2OSH6PPxlYvCm292t5PV5lRHYSwE6LgswSh7WrdRh2evTs7gRg1UhWEUlsL2SLmvi3pyubAY4phzKdJfTZfvteq4MLhLAanQvF38IVTR6rpBjVRawyHYCfgDGYPyum7QxhmCxiYxjjNaYOCH2u7+LODsuJjOBVmGM8QO2XryW//Txn1118nfvvfdSr9fZuXPnGZO///yf/zN/8Rd/wec//3kuv/zyVRjpAAOc+xhEAAc4LyCEKJG/01X55jDG8PTTT3Pw4EF27drFunXraLfbTE9Pc/jwYR555BHGx8eZmppicnKSWq128pWew4jjmH379mGMYc+ePWfsZyiE4Pc+9Qv8X6/6baYXAlSiEUDz2WmctaMknge2ndbRmcw7UOtuCd/x0sPV7QBGd4UKPSniqqJWSohV6j+SodGKMAU/PCGyrhjFvKuQ1PyEKi2tSUFbG4Qfd6NsseohmnYzpPqqkLeYE0HcTdFqgy1SO5r0s0a2Y5SUUOuei1wJLIToCXoKk0pxLb8rNCm1dKNL/Io9gKWU6X5bqUhFKtElqdogQ4W0DbpN31pAozSy3UYXiKQOgo5tjOtIogSGRj1G1tV57S/cDOMJx44d65RYnE3k5K9Wq70g8vcHf/AH/Mmf/Alf+MIXuPrqq8/qGAcY4HzCgAAOcF7ga1/7Gvfccw9vfOMbmZycPGOrh4cffpjFxUX27NnT6e3ZaDS48MILufDCCwmCgOnptPXbY489xujoKFNTU6xfv556vX6SLZxbyOsbG40GO3fu7CuAOR14dZff+/TP8+9f/TssKRuSBCkE8ZEZmBhHjA2jgwjhpcTGcyV+RsRqDZcgytiJEEgpOpY7vWnetJ4tnVWUCaHMbGSKBtJx0hFfCD9CH11GDFXq9hJVUvhazRDPsQiqOxlrsAT2SvebqBXCSHd9IogJFtsw2igTUm0QkcJeCkqEyi0QQNlKhRcOlLqcOIvpsTGm4ruiC509jMAKDKouevwCZUYIhSovb4UK1bCxwjRintdDylB1bHVsDEpk6mIMOknVyQCO0SQGtLAwSYI0BgPoKCYympvfuItf+J8/DsDS0hIzMzM8+eSTPPjgg0xMTDA5Ocnk5GTJtP1MkKd9Pc/jmmuuOWPy90d/9Ee8733v4zOf+Qy7du16QWMaYIDzHQMCOMB5gYWFBT70oQ/xsz/7s9x6663cfvvtvOlNb2LDhg2nRAajKOo0Uq92ESmiVquxdetWtm7dShiGzMzMcOzYMZ544gmGh4c7ZHBo6Nz2B1xeXmbv3r1MTU2dcT/UfhhZM8wffP4Xee+PfZDH7nk6jQZJiVhcpj7k0ja6aw5cSIkGrSBT96awMJ0aONu1KDXXqBJC3SV8gkyQUCSAKiUlKI19bKVvzZ/U3do3tMFa9rH6eTxGCVKbUo2diXU38kYq7sDQa0kDWCtBT31evOzDcB2MQbbSuGHsR6UIoHcsAFPDiHJH4WrXEbdt8Ov09B0WSCxf95xnKzKoBth5ijgj4VaQpEKqKEIHBqtRQwmJavmddRilCJZ8MGA3PJIojYQ6Fmy9dgs/+b63c/HOCzrbKtbbtlotZmZmeP7553n00UcZGRlh/fr1TE5OMjQ0dFrXY96pxnVdrr322jMmf//jf/wPfud3fodPfepT7Nmz57TXMcAA32gQ5kQNBgcY4ByCMYZnn32Wj370o3zsYx/j61//OjfddBNvfvObefOb38yWLVv6PliazSb79u1jdHSUq6666owiYXEcd8jg3NwcQ0NDHa/B4eHhVWtvdSaYnZ3lgQce4OKLL2bbtm2rMjZjDL/6b/4bj97zTGoMnamxjWMj1q5JU7NhBHkaMFNt52OpexZ+1j4t7RlbsE/xLHxV3haeU/isMYWOEiaJ0aM17MOLaS9bY9LoXAF23cavpeuwFttYzRCn7hB61ZS4QWidRgILSBoOeA5yqY3VTmUd2nOgXljeGNw4ri6K0Qq1bhS54mOtdGvt1Ggts1oxiNllnv6hDQwfrhDKdsLoc92DsXSBoXVRjTUPJaUOHgCtScXo4cq0sYhwQ53aEZ+x5yWRndC6eIja8y3W3fU8cdb1Y3RiCNuxWDi2ggHqdZux8TrzRxdZs36U//uvfop7P7+fy266hMtv6O8beTxEUcTMzAwzMzPMzc3heV4nMjg+Pn5CQpckCffddx+2bXPttdee0W/XGMMHP/hBfvmXf5lPfvKTfMu3fMtpr2OAAb4RMSCAA5yXMMZw+PBhPvaxj/HRj36Uf/3Xf+W6667j9ttv581vfjMXXnghQgg+85nPYIzhkksuOW4XkdNFkiTMzs5y7NgxZmdnqdVqHTI4Ojr6kpLBI0eO8Mgjj3DllVeycePGVd1WGMb8zKt+i+kjy9go4kilogEpqG2eIkrSmrVORCmMEG5KwlwLomIdmzHdOjulMAVi5tVsCp3YkMKQFKJnJomxgxjR7FblyZEaqhAlk5YgHK1BrHCOLaU1bhhM1aOu6WO7dk9TEGULTM3Bnml298eWmOFCqnm5hWcMUYVUGmPQaxpY08ul1K3yLBhp4CYKNdfkudvX4gTlmlN7OWbk+e5C7bWaxStqrHmkN9qXeBHeStks3W+E+Bc0WL+gEU/HyCGY2+xxibL5/Z//LqafnaXdDNnzmrQWzm+GHHriebZduRnX62+8/kKglGJ+fp7p6WlmZ2cxxrBu3TomJyd76gbzyJ+Ukl27dp0x+fvIRz7Cz/3cz/GP//iPvPrVrz6buzPAAOc1BgRwgPMexhiOHj3KJz7xCT760Y9yxx13cPXVV3PJJZfwT//0T3zgAx/gLW95y6psWynF3Nxchwzats369euZmppibGzsRSODxhgOHDjAs88+y7XXXsvExOq03apiaXaFP/65j/DgV58gaKbRLZ0k6X4P1RH1Rof0GT9A1LLIXZKUUsImihCFtLy2uiIfx4LI6hIDx5GEdtdw2l1podvl1hjCs9AVwYse85BzTUTBu08P1zppXEuAPraQ9iuul4mYxiASVU4NA2Y8TSM7UhAfmUttZ9YM96h5dRR1Onp0pkkw48M4i010rJl++Rh6uExInYWI4enuysKGYmFnjfGn6IXfwrLKkU8xZpjbYHPLmime/vxBLrhqPQ/ES/zE62/k7d/60na6McZ06gZnZmbwfZ81a9Z0Ovg89NBDL5j8/d3f/R3vete7+OhHP8rrXve6VdiLXvzJn/wJv/d7v8fzzz/PVVddxR/+4R/yile8ou+8X/rSl/qS0kceeWSgTh5g1TEggAN8Q8EYw/T0ND/wAz/Al7/8ZbZs2UKj0eBNb3oTb3nLW7jiiitWjZRprZmbm2N6epqZmRmEEB0yeLJU1wvd7qOPPsrs7Cy7d+9mZGRkVbZzIvzN7/8zf/f/fAoDNIZdWktpT1hjDLUNa4mkk6pLs+hYx8MxOyYmDBEFxbU2GlEkiI7VEVxIKUg8G5RGTi+kvWs9r6TUNYK07q4AHQZYlRZq2rUhSydby01MkGAkMFKuDzRBiDSiR4Wsh2tgSaylJibrY2yN1kmK6dk4hlZQ2j9ISaVxLays3drilUMEW8dL87gzIUPz3c+JVMxf6zH6XO81LOebiOHyuHfcvJmvLxzl5vokB75yiKmL1vCo0+bX3vpqvuP6S3vW8VIirxucnp5maWkJy7LYtm0bU1NTp103CPDxj3+cH//xH+dv//ZveeMb37hKoy7jb//2b3n729/On/zJn/Cyl72MP/3TP+XP//zPefjhh/t2GckJYC44yzE5OfmCRVsDDHAyDEQgA3xDwfd9fuRHfoRDhw7x0EMPsXbtWv7xH/+Rj33sY7zvfe9j69atvPnNb+Ytb3nLGVtJHA9Syk5tk9a605Ju//79GGNKLenO1naTJGH//v0EQcCNN974ktnWvPXn38juV17Oe3/4z1k4ttSZbluS8OhcSs7qdXBsRGbhY+IE3Ow4VOrZSFQpQkicpPVygNYGNwzQ08vpfOnEslWLrhTixQly2YdGVR2cYPBwVEISZD1BVKWvb5wg2iG4bo/owxUg4pg47DLLpB1CrkI2BpbbfQ3+hDbQDDvdNtzFhKDCEdLOIF3iYymJHSj63brHh+osVaapLNqZNNNav7AVwThMjp17IqahoSFqtRpzc3OMjY2xceNG5ubmeOaZZ06rbhDgk5/8JD/2Yz/GRz7ykReN/AG8733v44d/+If5kR/5EQD+8A//kM985jP89//+3/md3/md4y63fv16xsfHX6RRDjBAigEBHOAbCp7ncf311/OXf/mXrFmzBoB3vOMdvOMd72B5eZlPfvKTfOxjH+M1r3kN69ev75DB66677qyTwbVr17J27Vouv/xyFhcXmZ6e5tFHHyVJklJLujN90w/DkH379mFZFjfccAOOc/Zrtk4Hl+3Zzp/t/U3+67/7EF/5xD1obVBKIy2BVhpaLWg1odHAeF7mB5iNuUKsRJUwJRkBbPuwtIJKVClC2EP4EB1SKACzuExPYR+k0+IEvdzq0CwhBCaMU5WuUlhBmCqWtaLUOg1gpUUcVlyZE1X6XmS9qo02iKIHYstPP2fn31nu0whYlQmgEAJ7NqTfrfuyqy7grocPl6ZFmWDFX0htbdorEYxL1o2eewRQKcW+ffvQWnPddddh2zYXXHBBqW4wf5k6Xt0gwKc//Wn+7b/9t3zwgx/k9ttvf9HGn7en+6Vf+qXS9Ne+9rV89atfPeGyu3fvJggCrrzySn71V391UKs4wIuCQQp4gG9KtFotPvWpT/HRj36Uf/7nf2bNmjW86U1v4s1vfjM33XTTqqVfjDEsLy8zPT3NsWPHCMOwQwbXrVt3yua5rVaLvXv3MjY2xlVXXbVq6eUzxZEnj/Ff//0HeeyeZzBJ0lH5NoY92sspGZG2hTPaIEpI6+6khVX30sYdcYzxXBxLEK/4EIYQK0TWQcNgkIWaQbfhEpnyOTOOhJpHPQoJFprptJqHqBxjxzLEfjk3bHk2iePAchOR3yGFwHhuN23tB4gwwh6pk1SsX5yJYXTLR6343fF4LiKrS7S0IllYTgnqaJqyNwKOvWZTySi7/pxPrV0+t2E9xAxVxCvADZMT7D08V5o2uXmUx4ZbbHvMEGQimZUr6nz6P72TuvvSvjAUoZTi/vvvRynF7t27j/s7qNYNttvtTr3gy1/+cg4cOMBb3/pW/vRP/5Tv//7vf1EFWUeOHGHz5s3867/+K7feemtn+m//9m/zoQ99iMcee6xnmccee4wvf/nLXH/99YRhyF/91V/x/ve/ny996UsDtfIAq44BARzgmx6+7/PZz36Wj370o3zyk5+kVqvxpje9idtvv51bb731rHc0yGGModlsdsig7/tMTEx0upAcL6K3uLjIvn372Lx5M5dccsk5ZUFTxZP7nuH97/4IT+8/iCHr6tHpDmKwHAuVe90JumlXY8CyuopbY8o1gcYga17ps6jXSzV6RgBKIYJCmzPb6tTiGWOg2cK2JcoqH2tpCVQQlyN2gNNwU/VyO0AkKWk0UpQELJAJV/yo5NZneQ7K9TBxgmi1MFnvYG/dOFFiMHHM7LdsRI1119U40MSLymO78mXbuO+xI1RxWWLzrNTEhQhkreGwcLFk9Gut7jpvnuT//eXv61n+pYLWmn379pEkSSfyd6potVocO3aMd7zjHezbt4/h4WG+/du/nfe85z1cffXVLwkB/OpXv8ott9zSmf5bv/Vb/NVf/RWPPvroKa3nO7/zOxFC8I//+I+rNdQBBgAGvYAHGIB6vc6b3/xm/vIv/5KjR4/y53/+58RxzNvf/nYuueQS3vWud/GFL3yBOI7P6naFEIyMjLB9+3ZuvfVWbr75ZsbHxzl48CB33HEH9913H4cOHSr1J56enua+++5j+/bt7Nix45wmfwCX7LqQ3//fv8L79/42N33HNdiOhdHdjiBJ1D2mdjENXDVEzloBFlH8LITAVPs4t9ol8gdpR5Dck5BWG5QiCWNM0o0A1usOaqkJUVTeBrBxyygjjuqQPwCUTr0Qs3k8FOHCSk/dnwpjTBhiVlY65A8gWlxJeyy32thLlfGqamob3Lj/O7u/2GZirFzjGLRjpirCkM1rXnyR0PGgteb+++8njuMTRv6Oh6GhIS6++GLe+973Mjk5ye23347Wmptuuont27efNPV6NrFu3Tosy+Lo0aOl6dPT00xNTZ3yem6++WaeeOKJsz28AQbowaAGcIABCnBdlze84Q284Q1vII5j7rjjDv7+7/+eH/3RHyWOY974xjdy++238+pXv/oFt7eqYmhoiIsuuoiLLroI3/eZnp7myJEjPProo4yPj+M4DrOzs+zcuZP169ef1W2vNtZvWcsv/dVPYYzhsx/6Mp/70P/h6f2HMIiOQXQSKwx0om71YRe/1SWIrmsRx92euUIrKNjDmEQhvNRY2iwtI5Sivm4Uv10m7iaMUmWuKtTcRREIQc21eM+Hfpg160f513/cy9LsCkZKLrnmAq575eXUhjxay22++NG7WFpYZu+XHmVlvklt2GPuUJOxNXVUpAiW25g47qR8AYRS6IUW4v9r787Dqqzz/48/D4flsMgmO8oioqiosRhiaraZhAK2WNZY1uToWDM/rSbG5sr8ztiiU2nzNXNsc1q/Th5wTE2lMZcSSxBcEHEBRBQ47LJ6WO7fH8RBxAXZ9bwf18V1yc3n3OdzG8mLz31/3m+zy4pPK7/O18QE0wsXuTQCDhntQ/bBvFbDTS5/5pCmhc/KompcRrhRUFzZ6mvOGktyLvnczbbt7ePe0Bz+9Ho9wcHBHX6G9cCBAzz88MMsXbqU5557DpVKRU1NDd9//z2DBw/u4llfnbm5OSEhISQkJLQqO5WQkEB0dHS7z5OSktLtNTyFALkFLES7NDQ0sHfvXrRaLfHx8VRWVhIREUFMTAz33ntvt/YJrq2tJS0tjdLSUgBsbW0N5WVutv7El7pYo2fT6h3s//YgZ08UUHexHkVp3RUEk5Z6gJb9NNRc8qyextqCi5c9e6egQqmuNmwiUZmqm3bv/srS2py6mlrq6xpRFLDqp8Guvw0TooOZPv9eLCwv7wxyfQ0NDRQVFRmeSzMxMaH4VBVHf8ikrLAatakJEbMnMGCQC8uf+SelxVUomKBWm+Dq5chr//c8X7+1kYxD2VS59+PkwJYVutEW9uQcLmj1foED7Dmor27ppQzYWFmg/vk8vlMCOJKlazV+1AQv0r/LNHwePft25kwfe8PX2ZUaGxs5fPgwtbW1hISEdDj8paSkMHXqVF599VUWLlzY6yvizWVg1qxZQ3h4OGvXruXDDz8kLS0Nb29vFi1axLlz5/jss8+Apl3CPj4+jBgxAr1ezxdffMFbb72FVqvlwQcf7NVrEbc+WQEUoh3UajWTJk1i0qRJrFy5kv3796PVavnzn/9MUVER999/PzExMUyePBkbm65bYWlsbOTkyZPU1NQQHh6OmZkZOp0OnU7HqVOnsLGxadWS7mZiYWnOIy9O5ZEXp6IoCj/FH2Dn/+0j62gu5cWVKI00bSD5NRzUXKhBrTGn4dfdvLVVF8HMtGn5q64OMxMFfZW+KfT9qrHu16LUajVB4/15cc3TWNloKC+qxLKfRZd0u1Cr1bi6uuLq6tpS/sdFh5O/DQ0NDTg5ORnK/3x06C3q6urJOnIWv9FeqNVqqqurCZoxmMnPhWNu78Kst78xnLv+Cqt9+spanF2sKShpWemztbKgCjC9wk5ndXXrY3amNx5yu1JjY6OhdFFnwt+RI0eIiooiNja2T4Q/gEcffZTi4mL++te/kpeXR2BgIFu3bsXb2xuAvLw8cnJa1mP1ej0vvfQS586dw9LSkhEjRrBlyxYeeOCB3roEYURkBVCITmhsbCQ5OZkNGzYQHx9Pbm4u9913H9HR0TzwwAOtirveqLq6OsPOyNtuu63NLefm/sQ6nY7i4mIsLS0NK4N9rT9xe505c4bTp08TGBhIzqECDu9KIycjnzJdBReKK0Cloqy4EjdfF5w9HDC3UHNwx2FUqqZSM0qjAmammKhNMDVT4+BqR+jkkYyNHM2I8CE9+ndy6Y5vnU5HbW0tjo6OuLi44OzsjLm5OZWVlSQnJ+Pu7o6/vz8NjY3c+8on1P367N+QGg2FOa2r+/mYmaAa4UJ6bsuOX39PR3TbTuI3fhCHCstajR891J1jyWcNnz83/y4i7h/ZfRd+Dc3hr7q6mpCQEMzNOxZGjx07RkREBM8//zyLFy++Kb/XhehtEgCF6CLNt7Waw+Dp06e55557iIqKYurUqdjb27f7B1VtbS0pKSloNBpGjRp13bI0zf2Jm3usmpubG8Jgb/cnbg9FUTh9+jS5ubkEBQVhZ2d31bHlhRewdepnuKY92p8ZM2U0ltYa6up+7cahNulzpXEqKysNgb2iogIbGxuqqqrw8PAgICDAcD2z3v6GzPym9h8+JWrKC6tbncetVo9DmFerki+BXs6c3XIcz5HuZOhbbyQZ4+9OakpLAHzt1SjGhPp001VeXWNjI0ePHqWqqqpT4S8jI4OIiAh++9vfsnTp0j7/vS1EXyUBUIhuoCgK6enpbNiwgbi4OI4dO8add95JTEwMU6dOxcnJ6ao/uCoqKkhJScHJyYmAgIAbDjLN/YmbW9Kp1epWLen62g9MRVE4fvw4hYWFBAcH33S3sjuiuaixhYUFtbW1rW7lL49P5L+Hmp7ZczvbyMXLNrHYFpThEe5L6oWWW8C3DXQma+tx7Nz6cc6u9S3VsYPcSD6ca/h81XuP4+Pj1I1X11ZjYyNpaWlUVFQQGhra4fB36tQpIiIimDlzJsuXL+9zIV+Im4kEQCG6maIonDp1yhAGU1NTueOOO4iJiSEqKgpXV1dDKMvOziYrKwtvb298fX07HdYaGxsNXRR0Oh0qlQpnZ2dcXV1xcHDo9R+gzatCFRUVBAcH39SbWtqrrKyMlJQUBg0ahLe3N3q93rB6W1xczN6schKOF2KiUmGXUdtSNxEwNTVBfSIf95EeHLds+d4I8XDi1PYMVCYqagL6U39J+ZgxzvakZhUZPv+/L+diY9O1O9ivRVEUw3/jkJCQDu+ez87OZsqUKcTExLBy5cpe/94V4mYnAVCIHqQoCtnZ2Wi1WuLi4vjll18YO3Ys0dHR1NbW8s4777Bz504CAgK6/L0bGxsNLel0Oh2NjY3d0p+4verr6zl8+LChDEhHV4VuJiUlJaSmpuLv78/AgQPbfL2hoYGt+4/wVvzPWJiaYJVW0+rrdraW1KaewcLKnMKRzoZSg0GO9mTuPg2AZbgXhb9uEDE3U+Nfr+JERVP3FUuNGd+s/303XmFriqKQlpbGhQsXOhX+cnNzuf/++7n//vtZvXq1hD8huoDsAhaiB6lUKnx9fXnppZd48cUXyc3NRavV8o9//IPc3FzGjRvH9u3b0Wg0eHt7d+ntWhMTExwdHXF0dGTo0KGUl5cb+hPX1dUZwmBzQdvuVFdXR0pKCiYmJoSGhnZbt5W+pLi4mEOHDjF06FA8PT2vOEatVhMSMAj4mX5WGhqouezrTYnvYrWe/nZWFJU1PR9YV9VSBNvO2sIQAB1sLanJLjV0SHFy6rnb64qicOzYMcrLywkNDe1w+MvLyyMyMpK7776b999/X8KfEF3k1v9XV4g+SqVS4eHhYSjzsmXLFk6ePIlWq2Xx4sWMHDmS6OhoYmJiurzlm0qlwt7eHnt7e/z9/amoqDCUljl69KihdImzs3OXh7Pa2loOHjyIlZUVI0eO7Paw2RcUFhZy5MgRhg0bdt0iv+6O/bDWmKMxNaXqsq9pzNWGY1YmLTdvLpbXGv5secnfZz9LcypLq8GxqRuIk1PPdAFpDn+lpaWdCn8FBQVERkYyduxY1q5daxTfK0L0FAmAQvSio0ePsm/fPvbv34+3tzf33Xcfv//97ykqKuI///kPWq2WN954g6FDhxr6Ew8bNqzLw6CtrS22trb4+fkZ+qtmZ2eTlpZG//79W5Uu6YyqqioOHjyIo6Mjw4YNM4rVnIKCAo4ePUpgYGC7WoKpVCr83B2prrrYJgD2s7Giee+vtarl7668oKVUjPqSAtEatQkFpVWYONnQ2Kjg3AMrgM0boJrDn+bX3ss3qqioiGnTpjF69Gg+/fRTCX9CdDEJgEL0otGjR5OcnNwqCDVv1Hj22Wf57W9/S1lZGZs2bUKr1fLOO+/g7e1NdHQ006dPJzAwsEtDlEqlwsbGBhsbG/z8/KiurqagoIDc3FzS09NxcHAw7Fa90VWdCxcuGNpc3Qx9jLtCXl4e6enpjBo1Cmdn53a/brB7f9KzCtocNzVp+TvT1DX92VRtwsWKllvAFwpLWsY3KCiNCjbWFlyoqMXJuXtXAJt3dJeUlHQq/JWUlBAVFYW/vz9ffPGFUTwiIERPk/+rhOhl1wpwKpUKBwcHnnrqKZ566ikuXLjA5s2b0Wq13HPPPbi5uRluEwcHB3f5ipqVlVWb/sT5+flkZGRgZ2dnCIPX271bWlpKamoqvr6++Pj4dOkc+6rc3FxOnDjB6NGj6d+//w29drCHI6fOFLY5fukaWOXZMrAzxc5Gw6Ud8VSXlAEs/zUMWmpMuVDRvc8AKopCRkYGRUVFnQp/ZWVlREdHM2DAANavX9/hTiFCiGuTACjETcTW1pbHH3+cxx9/nMrKSr777ju0Wi1Tp07FwcHBcJv49ttv7/JbZpaWlnh7e+Pt7c3FixcNu4lPnjxJv379DLUGraysWr1Op9Nx9OjRa25+uNWcPXuWU6dOERQUhIODww2/frB7f0y5wgrpJa3eik8XYXq7BzaW5pRdMuRi6UWwa/qn3ay+6RxKQ9MKYXVVCUVFRTg6OnbpLwvN4a+wsJDQ0NAOl/O5cOECDz74IE5OTmzYsMEodoYL0VskAApxk7KxseGRRx7hkUceoaamhu3btxMXF8fDDz+MlZUVUVFRREdHM27cuC6/hWZhYcHAgQMZOHAger3e0OHi9OnTWFtbG8JgeXk5x48fb/fzb7eC5lqOQUFB2Nvbd+gcfu6OqJW2AVCpb+kN3FDfgLujDVZmpq0CYHlhBaaOTbUA68qaNoc42tuhKymkv6MVx44dM/QodnZ2xsnJqVPfH4qicOLECQoLCwkJCelw+KusrDR8727cuLHDK4hCiPaRACjELcDS0pKYmBhiYmKora3lv//9L3FxcfzmN79BrVYzdepUpk+fzoQJE7r8lpq5uTmenp54enpSV1dnKGqclZWFoii4ublhaWmJoii39HN/iqKQlZVFTk4OISEhneoDrTE3w96s7epXg76+1ef2FuaYXPZ3qjQoONhZUlhSRdm5MgDMTFSoVDB27GhMTdWGHsWZmZmkpaW16VHcXoqicPLkSQoKCggNDW2z+tte1dXVzJgxA7VazaZNm4yiILgQvU0CoBC3GI1GQ2RkJJGRkaxZs4bdu3ezYcMGnn32Werq6pg6dSoxMTFMmjSpw+U5rsbMzAw3NzeqqqooKSnBx8eHyspKkpKSMDMzw9XVFRcXF+zs7G6pMNjc7eX8+fOEhoZ2STs7e5O2QayuWt/qc7OLDWDe9p9xWysL6uobqatpaiOnamzEwd4aM7OmsXZ2dtjZ2eHv709VVRU6nc6w0ae9z3Y2X3N+fj4hISEdDn+1tbXMnDkTvV7Ptm3bjKIVoBB9wa1fg0Hc9F5//XXGjRuHlZVVu2+pKYrCkiVL8PDwwNLSkkmTJpGWlta9E+2DzMzMuPfee1mzZo2h6HS/fv34wx/+gK+vL88++yybN2+mpqbm+idrh+YSIHl5edx+++34+voycuRI7rzzTgICAgwFoPfu3WvYLdrY2Hj9E/dhzbdA8/Lyuiz8AXi62LU5pq++2Przokq42NBmnJWpKfY2LbdQFX0DLi5X3gFsbW2Nr68vYWFhjB8/Hjc3N4qKivjpp5/Yv38/p0+fpqKigkubRimKwunTpzl//jwhISFYW1t36BovXrzIb37zG8rLy9m6dWunVk2FEDdGAqDo8/R6PY888gi//337W1gtX76cd999l1WrVnHgwAHc3Ny47777qKio6MaZ9m2mpqZMmjSJVatWcebMGbZs2YKrqyuxsbH4+Pjw1FNPERcXR1XV5dXn2qexsZEjR44Y6r9dGgrUajXOzs6MGDGCO++8kxEjRhjG79mzh2PHjlFUVHTThcHmsic6na7NNXfWkCFtn5msraht9XlZZjH1l60KQlMtQGuzlk1A9bV1uLpeP1xpNBoGDhxISEgId955J15eXlRWVvLLL7/w008/ceLECcrKyjh16hTnzp3r1DXX1dUxe/Zs8vLy2LZtW4efl7xRq1evxtfXF41GQ0hICHv37r3m+N27dxMSEoJGo2HQoEGsWbOmR+YpRHeTXsDiprFu3ToWLFhAWVnZNccpioKHhwcLFiwgNjYWaFppcHV1ZdmyZcydO7cHZnvzaGxsJCkpiQ0bNhAfH8/58+e57777iI6OJiIiol2rMvX19Rw6dIj6+nqCgoLa/RyZoiiUlZVRUFCATqejoaGhVX/ivlz899JuF53Z/HA1VVUXeWzmP7n0X2jb/DIuXhb4PEd7ce6ErtUxvwl+qCxMOLXpMAADRw0kOHIUT84a16G5NDQ0UFxcjE6no6CggMbGRlxcXPD09OzQjuL6+nqeeeYZMjIy2Llz5w3VSOyM9evXM2vWLFavXs0dd9zBP//5Tz766COOHTuGl5dXm/FZWVkEBgYyZ84c5s6dy08//cT8+fP5+uuveeihh3pkzkJ0FwmA4qbR3gCYmZmJn58fBw8eJCgoyHA8Ojoae3t7/vWvf3XzTG9ejY2NHDp0CK1WS1xcHJmZmdx7771ERUURGRmJvb19m2f39Ho9qampqNVqRo8e3eEdpYqicOHCBUMY1Ov1hpZ0nd2p2tUaGxs5evQolZWVhISEdPmzlM3mzfuc3HOlAJiamqA+kd9mzOAgH04db318wCgPNP3MOZWQDoCTd3+mL5zMlMmBnZpPZmYmZ86cYciQIYb2gfX19Tf036mhoYG5c+eSmprKDz/80KO7w8PCwggODuaDDz4wHBs2bBgxMTG8+eabbcbHxsayadMm0tPTDcfmzZvHoUOHSExM7JE5C9Fd5BawuOXk5zf9MLz8B4urq6vha+LKTExMCAoKYunSpaSlpZGcnMyYMWN4//338fX1Zfr06axbt46ioiIURSEzM5OVK1diYWHBbbfd1qmQplKpsLOzY8iQIdxxxx2MGTMGKysrMjMz2b17N6mpqZw/f566urouvOIb13zruqqqqlN9btvD/5LbwNZWbd/HRG2CxRUWSSt1lejLWp7rrCytwtWlc8/XNe9wDg0NxdPTk4CAACZMmGDYAJKZmcmuXbtISUkhNzcXvb7tremGhgb+8Ic/kJSUxPfff9+j4U+v15OcnMzkyZNbHZ88eTL79u274msSExPbjL///vtJSkrq9e9DITpLAqDoFUuWLEGlUl3zIykpqVPvcflK1a1ehqSrqVQqRowYwWuvvUZqaipHjx5l0qRJfPLJJ/j5+TF58mTuvvtuDh48yMiRI7v0dq1KpaJfv34MHjyYcePGERYWhq2tLTk5OezevZuDBw9eNWR0p4aGBg4dOkRtbS2hoaHdXqh4iH9LQLK0bFu+x9beiuqSC22Ol+sqqMhv6Q9ce6EW1060gcvOzubMmTOEhITQr1/LeZpDe/N/p/DwcOzt7Tl//jx79uzhwIEDJCUlkZGRQWNjIwsXLmTv3r18//33eHh4dHg+HVFUVERDQ8MN/WKYn59/xfH19fUUFRV121yF6Al9556KMCrPP/88jz322DXHdLRlmJubG9D0j7e7u7vhuE6nM5pixF1NpVIxZMgQXnnlFRYtWsTmzZuZOXMmnp6ebNmyhYiICKKjo4mKisLT07PLg3Zzf+JBgwZRXV2NTqfj/PnzHD9+HHt7e1xdXXF2du7W4sENDQ2kpqbS0NBAcHBwj7Qo8/d3MfxZc4VyLzZ2luRnnAVb+1bHTU1NMKlr2R1sojbBpYMrgM2FrS8Pf1fSvKPY19eX2tpaCgsLWbduHX//+9/x9PSkvLycr776ioEDB3ZoLl3hRn8xvNL4Kx0X4mYjAVD0CicnJ5ycnLrl3L6+vri5uZGQkGB4BlCv17N7926WLVvWLe9pTH788Ud+85vfsHjxYv70pz9x9uxZ4uLiiI+P589//jOhoaFER0cTHR2Nt7d3l/+gtLKywsfHBx8fH2praw0bEzIyMrC1tTXUGuzKTRn19fWkpKSgUqkIDg7usecRBw1yxtTUhPr6RszN2t6wsbQ0o6q0EtchXhTmt6wE9nfuh6VaofjXYy4e9pia3fgK7ZkzZwzh70ZLtDTvKP7LX/5CRUUF33//PQEBATzyyCO4ubnx2GOP8frrr9/wnDrKyckJtVrdZrXvWr8Yurm5XXG8qanpDfd3FqKvkVvAos/LyckhNTWVnJwcwypMamoqlZWVhjEBAQHEx8cDTb+ZL1iwgDfeeIP4+HiOHj3K7NmzsbKy4vHHH++ty7hl2NnZ8d577/Hyyy+jUqnw8vJiwYIF7Nq1i5ycHGbNmsX333/P6NGjmThxIm+//TYnT56kO/abaTQavLy8CA0NZeLEiXh4eFBcXGyoYZeVldXhsjbN6urqSE5ORq1WExQU1KObUczNTfHxafpFyUzd9p9rU9OmY479WxdhtrW1wMK8JfB5+N74L1s5OTlkZmYSHBzc4fp8iqLwt7/9Da1Wy8aNG9m+fTtFRUWsWLGix3b+NjM3NyckJISEhIRWxxMSEhg37sq7o8PDw9uM37FjB6GhoT2yAixEd5IVQNHnLV68uNXO3eZVvR9++IFJkyYBkJGRQXl5yzNPL7/8MjU1NcyfP5/S0lLCwsLYsWPHdW9hiesbNWoUo0aNanNcpVLh4eHBc889x/z58ykqKmLjxo1otVqWLl1KQEAA0dHRxMTEEBAQ0OUrg+bm5gwYMIABAwZQV1dHYWEhBQUFZGZmYmlpaVgZtLGxafd76/V6Dh48iEajYdSoUTdc7qQrjBjuwalTuiv+tq76NVSb1LcuBq1GQUVL4PbwubEAePbsWU6fPk1wcDB2dm0LUreHoii89dZbfPrpp+zcuZOAgACgqW1hVFRUh87ZWS+88AKzZs0iNDSU8PBw1q5dS05ODvPmzQNg0aJFnDt3js8++wxo2vG7atUqXnjhBebMmUNiYiIff/wxX3/9da/MX4iuJGVghBDdSlEUSktL2bRpE1qtloSEBHx9fYmOjmb69OmMGDGiW4NV8wP7BQUFFBUVYWFhYQiDtra2Vw2DFy9eJDk5GRsbGwIDA3sl/AH8/Esmf/vbZkb5OZOR0LqbzdAAF9L3HMNrlDe55S0h0N/bFqWunlOnigGYsziKKY+Ftev9zp49y6lTpwgKCupwcWZFUVixYgUrVqxg586djB49ukPn6Q6rV69m+fLl5OXlERgYyIoVK5g4cSIAs2fPJjs7m127dhnG7969m4ULF5KWloaHhwexsbGGwCjEzUwCoBCiR5WXl7N582bi4uLYtm0b7u7uhpXBoKCgbg1azQWNm8Ogqampoe/tpTUOa2trSU5Oxs7OjuHDh/da+IOmgtAzH1/LiIEOnPjheKuv+Qy0JTM5E7W5KWY+A9BfrAfATdOIiQrOFze1jnvt42cYFe533ffKzc3lxIkTBAcHdyr8rVq1imXLlhlulwoh+h4JgEKIXlNZWcnWrVuJi4tj69atODo6EhUVRUxMDGPGjOnWTiCNjY2G7haFhYWoVCpDEDx16hT9+/dn2LBhfWK358KF/4dZVS2nfzrV6rizjZqCzAIABt8bTOZJHSoVqPPyMTM3pUbT1Kbtn//9E07u9td8j3PnzpGRkUFQUBAODg4dmqeiKKxdu5b/+Z//Ydu2bYwdO7ZD5xFCdD95BlAI0WtsbGyYMWMGM2bMoLq6mh07dqDVannooYewtrZm2rRpxMTEEB4e3uWbL0xMTHB2dsbZ2ZnGxkbKyso4d+4cR48excTEBEVRKCoqon///r26AggwavRAjvz3WJvj5bqW51652LTaZ+dgRfHJWi4C1oMdUBSF/m7Xfo7v/PnzZGRkcNttt3Uq/K1bt47XXnuNLVu2SPgToo+TACiE6BOsrKyIiYkhJiaG2tpa/vvf/6LVanniiScwNTVl6tSpTJ8+nfHjx3f5DkwTExPMzc0pKSnB29sbZ2dndDodx48fN7Q6c3V17bX+xKNGepL8bWqrY1Y2FlTqWooRF5w4BxobrC3UFP96zMGpH7aO1tdcxWyup3jbbbfh6OjYofkpisIXX3zBn//8Z7799lsmTJjQofMIIXqOlIERoouVlpYya9Ys7OzssLOzY9asWdftXzx79uw2nVCMeQVFo9EQGRnJJ598Ql5eHp9//jlqtZpnnnkGPz8/5s+fz44dO7qsE0hFRQVJSUkMGDAAf39/HBwcGDp0KOPHjyc4OBiNRsPJkyfZtWsXhw4dIj8/n/r6+i557/YYMcKTi5W1rY7ZOVq3voa8UpS6euoutJS9se5nwaDhV++4kZeXx/Hjxxk9enSnwt+///1vXnzxRbRarWFnvhCib5NnAIXoYhEREeTm5rJ27VoAfve73+Hj48O333571dfMnj2bgoICPv30U8Mxc3PzDv9QvlXV19fz448/8s0337Bx40aqqqqIjIwkOjqae++9t0OdQMrLyzl48CA+Pj74+vpedZyiKFRWVqLT6dDpdFRXV+Po6GjoQtLddeGWzvuMlL0nDJ/7DXfn5K4jLQMaFVT9HbBSNVBZUApAYEQwd88Yy93Tg9ucLy8vj/T0dEaPHt2posZxcXHMmzeP9evXExkZ2eHzCCF6ltwCFqILpaens23bNvbv309YWFPZjQ8//JDw8HAyMjIYOnToVV9rYWFhaGMnrszU1JRJkyYxadIk/vGPf5CYmIhWq+Xll1+mpKSEKVOmEB0dzeTJk7G2tr7u+crKykhJScHPzw8vL69rjm3uT9yvXz/8/PyoqqpCp9ORk5PDsWPHcHBwMIRBCwuLrrpkgzunjm4VAM0v7ezx6+/xSlU1VTUtK4VKfQN+I9quAObn53Ps2LFOh7/Nmzczd+5cvvzySwl/Qtxk5BawEF0oMTEROzs7Q/gDGDt2LHZ2duzbt++ar921axcuLi4MGTKEOXPmoNPpunu6NzW1Ws348eNZsWIFmZmZJCQk4OPjw5IlS/Dx8eGJJ57g3//+NxUVFVd8fUlJCQcPHsTf3/+64e9Kmvvejh07ljvuuAMnJyfOnz/P3r17OXDgADk5OdTW1l7/RO10+z3D0FiZGz5XKY2GPzsNaFop9vRyQH1JMKyrqmWAX0s/YYCCggLS0tIYNWpUp9oxbtu2jWeeeYZ169YRExPT4fMIIXqHBEAhulB+fj4uLi5tjru4uLTpKXqpiIgIvvzyS3bu3Mk777zDgQMHuPvuu7n4685OcW0mJiaEhYWxfPlyMjIy+PHHHxk+fDjLli3Dx8eHGTNm8OWXX1JWVoaiKGi1Wr766isCAgIYMGBAp9/f0tISb29vbr/9dsaPH4+bmxs6nY4ff/yRX375hezsbKqrqzv1HhaW5oy9b4Th87qalucf5739BP4hvsSum8vwcP+WeVmoUV/SQk6n03H06FFGjRrVqVZsO3fu5Mknn2Tt2rU8/PDDHT6PEKL3SAAUoh2WLFnSZpPG5R9JSUkAV9xxqSjKNXdiPvroo0RGRhIYGMi0adP47rvvOHHiBFu2bOm2a7pVmZiYEBQUxOuvv86xY8c4cOAAoaGhrFq1Cl9fX6ZMmcLvfvc7VCoV7u7uXf7+Go2GgQMHGvoTe3p6UlJSwr59+9i/fz+ZmZmt+ljfiInTWjpq1FxoCpSe/m4E3zOCZdtjGTjUg3nvPoG5pul5xAkP3m4Yr9PpOHLkCCNHjuxU+NuzZw8zZ85k1apVzJw5s0/USRRC3Dh5BlCIdnj++ed57LHHrjnGx8eHw4cPU1BQ0OZrhYWFuLq6tvv93N3d8fb25uTJkzc8V9FCpVIRGBhIYGAgr732Gu+99x6xsbEEBgbyyiuv8N133xETE8O0adNwcXHplv7Enp6eeHp6UldXZ2hJl5WVhaWlJS4uLri6ura7P/HIsEGMDBvEkZ8zKS9oqgE4dc5drV7rMciVO6aP4aeNSYyLDgGavv+aw9+VVqjba9++fcyYMYN33nmHp556SsKfEDcx2QUsRBdKT09n+PDh/Pzzz9x+e9Pqy88//8zYsWM5fvz4NTeBXKq4uBhPT0/Wrl3Lk08+2Z1TNhqff/45v//97/nmm2+YMmUKWVlZaLVa4uLiSEpKIjw8nOjoaKKiovDw8OjWcFNfX9+qJZ25ubkhDF6rPzFAaWEFsY99QNGRLKztLPno0FtYXPJsIMDFGj35WYV4D/eksLCQw4cPExgYeEO/hFzul19+ISYmhqVLl/Lcc89J+BPiJicBUIguFhERwfnz5/nnP/8JNJWB8fb2blUGJiAggDfffJPp06dTWVnJkiVLeOihh3B3dyc7O5tXXnmFnJwc0tPT6devX29dyi1l8+bNWFpacs8997Q6rigKZ8+eJS4ujri4OPbt28eYMWMMLem8vLy6New09ydubkmnVqsN/YkdHByu+N7HkrI4c/gM4dOCsXe2veq5i4qKOHToUKfD38GDB5k2bRqLFy9mwYIFEv6EuAVIABSii5WUlPDHP/6RTZs2ARAVFcWqVauwt7c3jFGpVHz66afMnj2bmpoaYmJiSElJoaysDHd3d+666y7+9re/MXDgwF66CuOkKAp5eXnEx8ej1WrZu3cvo0aNIiYmhujoaPz8/Lo1/DQ2NlJSUmKoNahSqXB2dsbV1RUHB4cbaklXXFzMoUOHGD58eKfKCx0+fJjIyEhefvllXn75ZQl/QtwiJAAKIcQVNPcCbg6DP/zwAwEBAYYwGBAQ0K1hSFEUSktLDWGwoaHBEAYdHR2v2ZKuOfwNGzasUxtdjh07RkREBH/4wx949dVXJfwJcQuRACiEENfRHMb+85//EBcXR0JCAoMGDSI6Oprp06czfPjwG1qd68j7l5eXo9PpKCgooK6uztCf2MnJqVUYLCkpITU1tdPhLyMjg4iICH7729+ydOnSXgt/paWlbVbU//d//7fVivrlZs+ezb/+9a9Wx8LCwti/f393TlWIm4oEQCGEuEHl5eV8++23xMXFsX37djw8PAwrg7fddlu3h8GKigpDGKytrcXJyQkXFxdMTU05cuQIAQEBeHhcvQfw9Zw6dYqIiAgef/xxli1b1q3Xcz3SWlGI7iEBUAghOqGyspKtW7ei1WrZunUrTk5Ohg0kY8aM6fbw1Nyf+Pz589TU1GBjY4OXlxfOzs6Ym5tf/wSXyc7OZsqUKcTExLBy5cpeDX/Nu+ovba24f/9+wsPDr7mrfvbs2ZSVlbFx48YenK0QNxcpBC2EEJ1gY2PDjBkzWL9+PQUFBbz77rsUFxfz4IMPMmzYMF566SV+/PFHGhoauu39HR0d0ev1+Pn54e7uTm5uLnv27CE5OZmzZ8+2u6PM2bNniYyM5IEHHuj18AfSWlGI7iQBUAgjtHr1anx9fdFoNISEhLB3795rjt+9ezchISFoNBoGDRrEmjVremimNxcrKyumT5/OF198QV5eHh988AG1tbXMnDkTf39//t//+3/s2rWLurq6LnvPsrIyUlJSGDJkCIMGDcLHx4ewsDDGjx+Ps7Mz+fn5hv7EZ86coaam5ornycvLIzIykrvvvpv333+/18MfSGtFIbpT7/8fLoToUevXr2fBggX85S9/ISUlhQkTJhAREUFOTs4Vx2dlZfHAAw8wYcIEUlJSeOWVV/jjH/+IVqvt4ZnfXDQaDVOnTuWTTz4hPz+fzz77DBMTE55++mn8/PyYP38+O3bsQK/XX/9kV1FeXk5KSgqDBw9u09NYo9Hg5eXFmDFjmDBhAm5ubhQVFfHTTz/x888/k5WVRXZ2NgAFBQVERkYybtw41q5de80dxl1BWisK0fvkGUAhjExYWBjBwcF88MEHhmPDhg0jJiaGN998s8342NhYNm3aRHp6uuHYvHnzOHToEImJiT0y51tJfX09e/fuZcOGDWzcuJHq6moiIyOJiori3nvvRaPRtOs85eXlHDx4ED8/P7y8vNr9/nq9nsLCQs6fP8+0adPo378/5ubm+Pr68u2332JmZtbRS2u3oqIiioqKrjnGx8eHr776ihdeeIGysrJWX7O3t2fFihU8/fTT7X5Pf39/nn32WWJjYzsyZSFuObICKIQR0ev1JCcnM3ny5FbHJ0+efNVnqhITE9uMv//++0lKSurSW5nGwtTUlLvuuov333+fnJwcNm3ahJOTE3/605/w9fXl6aefNgTDq7lw4UKHwh+09CceM2YMP/30Ex4eHtTW1rJnzx5Dj+Tu7kHt5OREQEDANT80Gg3h4eGUl5fzyy+/GF77888/U15ezrhx49r9fsXFxZw9e7ZTZXGEuNVIABTCiBQVFdHQ0NCmLZirq+tVn6nKz8+/4vj6+vrrruKIa1Or1UyYMIGVK1eSlZXFjh078PLyYvHixfj4+PDEE0/wzTffUFFRYXhNcnIyiYmJDBo06IbD36XKysqYPXs2jo6OnDx5ksLCQt544w2ys7M5ceJEV1xepw0bNowpU6YwZ84c9u/fz/79+5kzZw5Tp05ttQM4ICCA+Ph4oGlX9EsvvURiYiLZ2dns2rWLadOm4eTkxPTp03vrUoTocyQACmGELn9+6nrPVF1p/JWOi44zMTEhLCyMv//975w4cYI9e/YwbNgw3nrrLXx8fHj00Uf5+9//TmRkJNnZ2Xh7e3f4vS5cuMCDDz6Is7Mz33zzDebm5lhbW/PQQw/x1VdfERkZ2YVX1jlffvklI0eOZPLkyUyePJlRo0bx+eeftxqTkZFBeXk50BSqjxw5QnR0NEOGDOGpp55iyJAhJCYmSl9tIS5h2tsTEEL0nOauEZev9ul0ujarfM3c3NyuON7U1JT+/ft321yNmYmJCcHBwQQHB/P666+TlpbG+++/z9KlSxk8eDDbt2/H0tKSyMhIHB0dbyiIV1ZW8vDDD2NtbU18fHy7nznsLY6OjnzxxRfXHHPpo+yWlpZs3769u6clxE1PVgCFMCLm5uaEhISQkJDQ6nhCQsJVn6kKDw9vM37Hjh2Ehob2yIYBY9cc7jZs2MCSJUvYuHEjEydO5MMPP2TQoEFERUXx0UcfUVBQwPX29FVXVzNjxgzUajX/+c9/sLS07IlLEEL0QbILWAgjs379embNmsWaNWsIDw9n7dq1fPjhh6SlpeHt7c2iRYs4d+4cn332GdBUBiYwMJC5c+cyZ84cEhMTmTdvHl9//TUPPfRQL1+NcXj22Wfx9vbm1VdfNRxTFIXMzEy0Wi1xcXEkJycTHh5OdHQ00dHRuLu7t1oZrK2t5dFHH6Wqqopt27Zha2vbG5cihOgjJAAKYYRWr17N8uXLycvLIzAwkBUrVjBx4kSgqY1W88PzzXbv3s3ChQtJS0vDw8OD2NhY5s2b10uzNz4NDQ3XrM2nKApnz55Fq9USHx9PYmIiY8aMMbSkc3V15YknnqCoqIgdO3Zgb2/fc5MXQvRJEgCFEOIWoigK58+fJz4+nri4OPbs2UO/fv1wcXEhMTERR0fH3p6iEKIPkAAohBC3KEVRKCwsJDY2lhdffJHAwMDenpIQoo+QACiEEEIIYWRkF7AQQgghhJGRACiEEEIIYWQkAAohbgqrV6/G19cXjUZDSEgIe/fuverYXbt2oVKp2nwcP368B2cshBB9lwRAIUSft379ehYsWMBf/vIXUlJSmDBhAhEREeTk5FzzdRkZGeTl5Rk+/P39e2jGQgjRt8kmECFEnxcWFkZwcDAffPCB4diwYcOIiYnhzTffbDN+165d3HXXXZSWlkrNOyGEuAJZARRC9Gl6vZ7k5GQmT57c6vjkyZPZt2/fNV8bFBSEu7s799xzDz/88EN3TlMIIW4qEgCFEH1aUVERDQ0NuLq6tjru6upKfn7+FV/j7u7O2rVrDW3Shg4dyj333MOePXt6YspCCNHnmfb2BIQQoj0u7WsLTUWOLz/WbOjQoQwdOtTweXh4OGfPnuXtt982tLwTQghjJiuAQog+zcnJCbVa3Wa1T6fTtVkVvJaxY8dy8uTJrp6eEELclCQACiH6NHNzc0JCQkhISGh1PCEhgXHjxrX7PCkpKbi7u3f19IQQ4qYkAVAI0ee98MILfPTRR3zyySekp6ezcOFCcnJymDdvHgCLFi3iySefNIxfuXIlGzdu5OTJk6SlpbFo0SK0Wi3PP/98b13CLen1119n3LhxWFlZtXu3taIoLFmyBA8PDywtLZk0aRJpaWndO1EhRBvyDKAQos979NFHKS4u5q9//St5eXkEBgaydetWvL29AcjLy2tVE1Cv1/PSSy9x7tw5LC0tGTFiBFu2bOGBBx7orUu4Jen1eh555BHCw8P5+OOP2/Wa5cuX8+6777Ju3TqGDBnC0qVLue+++8jIyKBfv37dPGMhRDOpAyiEEKJT1q1bx4IFCygrK7vmOEVR8PDwYMGCBcTGxgJw8eJFXF1dWbZsGXPnzu2B2QohQG4BCyGE6CFZWVnk5+e3quloYWHBnXfeed2ajkKIriUBUAghRI9o3sl9IzUdhRDdQwKgEEIIgyVLlqBSqa75kZSU1Kn3uJGajkKI7iGbQIQQQhg8//zzPPbYY9cc4+Pj06Fzu7m5AU0rgZeW5LnRmo5CiM6TFUAhhOhGe/bsYdq0aXh4eKBSqdi4ceN1X7N7925CQkLQaDQMGjSINWvWdP9Ef+Xk5ERAQMA1PzQaTYfO7evri5ubW6uajnq9nt27d99QTUchROdJABRCiG5UVVXF6NGjWbVqVbvGZ2Vl8cADDzBhwgRSUlJ45ZVX+OMf/4hWq+3mmd64nJwcUlNTycnJoaGhgdTUVFJTU6msrDSMCQgIID4+Hmi69btgwQLeeOMN4uPjOXr0KLNnz8bKyorHH3+8ty5DCKMkt4CFEKIbRUREEBER0e7xa9aswcvLi5UrVwIwbNgwkpKSePvtt3nooYe6aZYds3jxYv71r38ZPg8KCgLghx9+YNKkSQBkZGRQXl5uGPPyyy9TU1PD/PnzKS0tJSwsjB07dkgNQCF6mNQBFEKIHqJSqYiPjycmJuaqYyZOnEhQUBDvvfee4Vh8fDwzZsyguroaMzOzHpipEOJWJ7eAhRCiD8nPz79imZT6+nqKiop6aVZCiFuNBEAhhOhjrlQm5UrHhRCioyQACiFEH+Lm5tamKLJOp8PU1JT+/fv30qyEELcaCYBCCNGHhIeHtyqTArBjxw5CQ0Pl+T8hRJeRACiEEN2osrLSUB4Fmsq8NJdOAVi0aBFPPvmkYfy8efM4c+YML7zwAunp6XzyySd8/PHHvPTSS70xfSHELUp2AQshRDfatWsXd911V5vjTz31FOvWrWP27NlkZ2eza9cuw9d2797NwoULSUtLw8PDg9jYWObNm9eDsxZC3OokAAohhBBCGBm5BSyEEEIIYWQkAAohhBBCGBkJgEIIIYQQRkYCoBBCCCGEkZEAKIQQQghhZCQACiGEEEIYGQmAQgghhBBGRgKgEEIIIYSRkQAohBBCCGFkJAAKIYQQQhgZCYBCCCGEEEZGAqAQQgghhJGRACiEEEIIYWQkAAohhBBCGBkJgEIIIYQQRkYCoBBCCCGEkZEAKIQQQghhZCQACiGEEEIYGQmAQgghhBBGRgKgEEIIIYSRkQAohBBCCGFkJAAKIYQQQhgZCYBCCCGEEEZGAqAQQgghhJGRACiEEEIIYWQkAAohhBBCGBkJgEIIIYQQRkYCoBBCCCGEkZEAKIQQQghhZCQACiGEEEIYGQmAQgghhBBGRgKgEEIIIYSRkQAohBBCCGFkJAAKIYQQQhgZCYBCCCGEEEZGAqAQQgghhJGRACiEEEIIYWQkAAohhBBCGBkJgEIIIYQQRkYCoBBCCCGEkZEAKIQQQghhZCQACiGEEEIYGQmAQgghhBBGRgKgEEIIIYSRkQAohBBCCGFkJAAKIYQQQhiZ/w/8yCoEl5fEcAAAAABJRU5ErkJggg==", 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a/Pegelregler_test.ipynb b/Pegelregler_test.ipynb new file mode 100644 index 0000000..d69ccf4 --- /dev/null +++ b/Pegelregler_test.ipynb @@ -0,0 +1,274 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from functions.pressure_conversion import pressure_conversion\n", + "from Ausgleichsbecken.Ausgleichsbecken_class_file import Ausgleichsbecken_class\n", + "from Regler.Regler_class_file import PI_controller_class" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# define reservoir constants\n", + "initial_level = 5. # m\n", + "initial_influx = 1. # m³/s\n", + "initial_outflux = 0. # m³/s\n", + "initial_pipeline_pressure = 5.\n", + "initial_pressure_unit = 'mWS'\n", + "conversion_pressure_unit = 'mWS'\n", + "\n", + "area_base = 1. # m²\n", + "area_outflux = 0.5 # m²\n", + "critical_level_low = 0. # m\n", + "critical_level_high = 10. # m\n", + "simulation_timestep = 0.001 # s\n", + "\n", + "# for while loop\n", + "total_min_level = 0.01 # m\n", + "total_max_time = 200 # s" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# define controller constants\n", + "target_level = 4.5 # m\n", + "Kp = 0.15\n", + "Ti = 20\n", + "\n", + "deadband_range = 0.1 # m\n", + "deadband_lo = target_level-deadband_range\n", + "deadband_hi = target_level+deadband_range\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# define pressure modulation function\n", + "d_ppfun_max = +0.001\n", + "d_pp_fun_max_unit = 'mWS'\n", + "d_ppfun_min = -0.001\n", + "d_pp_fun_min_unit = 'mWS'\n", + "\n", + "d_pp_max,_ = pressure_conversion(d_ppfun_max,d_pp_fun_max_unit,'Pa')\n", + "d_pp_min,_ = pressure_conversion(d_ppfun_min,d_pp_fun_min_unit,'Pa')\n", + "\n", + "pp_fun_max = +1.1*target_level\n", + "pp_fun_max_unit = 'mWS'\n", + "pp_fun_min = +0.5*target_level\n", + "pp_fun_min_unit = 'mWS'\n", + "\n", + "pp_max,_ = pressure_conversion(pp_fun_max,pp_fun_max_unit,'Pa')\n", + "pp_min,_ = pressure_conversion(pp_fun_min,pp_fun_min_unit,'Pa')\n", + "\n", + "\n", + "def pipe_pressure_fun(p,control_variable,d_pp_max=d_pp_max,d_pp_min=d_pp_min):\n", + " cv = control_variable\n", + " if cv >= 0:\n", + " return_val = p+cv*d_pp_max\n", + " else:\n", + " return_val = p-cv*d_pp_min\n", + "\n", + " if return_val > pp_max:\n", + " return_val = pp_max\n", + " elif return_val < pp_min:\n", + " return_val = pp_min\n", + " \n", + " return return_val\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "c = PI_controller_class(target_level,Kp,Ti,simulation_timestep)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "V = Ausgleichsbecken_class(area_base, area_outflux, critical_level_low, critical_level_high,simulation_timestep)\n", + "V.set_initial_level(initial_level) \n", + "V.set_influx(initial_influx)\n", + "V.set_outflux(initial_outflux)\n", + "\n", + "converted_pressure,_ = pressure_conversion(initial_pipeline_pressure,input_unit = initial_pressure_unit, target_unit = 'Pa')\n", + "V.pressure = converted_pressure\n", + "\n", + "time_vec = np.arange(0,total_max_time,simulation_timestep)\n", + "outflux_vec = np.empty_like(time_vec)\n", + "outflux_vec[0] = initial_outflux\n", + "level_vec = np.empty_like(time_vec)\n", + "level_vec[0] = initial_level" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "i_max = -1\n", + "\n", + "pressure_vec = np.full_like(time_vec,V.pressure)\n", + "\n", + "for i in range(np.size(time_vec)-1):\n", + " # update to include p_halfstep\n", + "\n", + " if time_vec[i] >= 25 and time_vec[i] < 35:\n", + " V.influx = 1+(4-1)/10*(time_vec[i]-25)\n", + "\n", + " if time_vec[i] >= 70 and time_vec[i] < 100:\n", + " V.influx = 4-(4-0.2)/30*(time_vec[i]-70)\n", + "\n", + "\n", + " c.calculate_error(V.level)\n", + "\n", + " if abs(c.error) > deadband_range:\n", + " cv = c.get_control_variable()\n", + " V.pressure = pipe_pressure_fun(V.pressure,cv)\n", + "\n", + " pressure_vec[i+1] = V.pressure\n", + " V.e_RK_4()\n", + " V.level = V.update_level(V.timestep)\n", + " V.set_volume()\n", + " outflux_vec[i+1] = V.outflux\n", + " level_vec[i+1] = V.level\n", + " if V.level < total_min_level:\n", + " i_max = i\n", + " break\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b67e1ad42a2e4b9f932b947588eac3e9", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib widget\n", + "\n", + "fig1, (ax1, ax2, ax3, ax4) = plt.subplots(4, 1)\n", + "fig1.set_figheight(10)\n", + "fig1.suptitle('Ausgleichsbecken')\n", + "\n", + "ax1.plot(time_vec[:i_max],level_vec[:i_max], label='Water level')\n", + "ax1.set_ylabel(r'$h$ ['+V.level_unit+']')\n", + "ax1.set_xlabel(r'$t$ ['+V.time_unit+']')\n", + "ax1.legend()\n", + "\n", + "ax2.plot(time_vec[:i_max],outflux_vec[:i_max], label='Outflux')\n", + "ax2.set_ylabel(r'$Q_{out}$ ['+V.flux_unit+']')\n", + "ax2.set_xlabel(r'$t$ ['+V.time_unit+']')\n", + "ax2.legend()\n", + "\n", + "ax3.plot(time_vec[:i_max],pressure_conversion(pressure_vec[:i_max],'Pa',conversion_pressure_unit)[0], label='Pipeline pressure at reservoir')\n", + "ax3.set_ylabel(r'$p_{pipeline}$ ['+conversion_pressure_unit+']')\n", + "ax3.set_xlabel(r'$t$ ['+V.time_unit+']')\n", + "ax3.legend()\n", + "\n", + "# plt.subplots_adjust(left=0.2, bottom=0.2)\n", + "ax4.set_axis_off()\n", + "cell_text = np.array([[initial_level, V.level_unit], \\\n", + " [initial_influx, V.flux_unit], \\\n", + " [initial_outflux, V.flux_unit], \\\n", + " [simulation_timestep, V.time_unit], \\\n", + " [area_base, V.area_unit], \\\n", + " [area_outflux, V.area_unit]])\n", + "\n", + "row_labels =['initial_level', \\\n", + " 'initial_influx', \\\n", + " 'initial_outflux', \\\n", + " 'simulation_timestep', \\\n", + " 'area_base', \\\n", + " 'area_outflux']\n", + "\n", + "plt.table(cellText=cell_text, \\\n", + " cellLoc='center', \\\n", + " colWidths=[0.3,0.1,0.3], \\\n", + " rowLabels=row_labels, \\\n", + " loc = 1, \\\n", + " rowLoc='left', \\\n", + " fontsize = 15.)\n", + "\n", + "fig1.tight_layout() " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.8.13 ('Georg_DT_Slot3')", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.13" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "84fb123bdc47ab647d3782661abcbe80fbb79236dd2f8adf4cef30e8755eb2cd" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Regler/Regler_class_file.py b/Regler/Regler_class_file.py index 3d81a62..7d5cca0 100644 --- a/Regler/Regler_class_file.py +++ b/Regler/Regler_class_file.py @@ -42,33 +42,35 @@ def ITAE_fun(error_history,timestep): return itae class P_controller_class: - def __init__(self,setpoint,proportionality_constant): - self.SP = setpoint - self.Kp = proportionality_constant - self.error_history = [] - self.control_variable = 0.1 - self.lower_limit = -0.1 # default - self.upper_limit = +0.1 # default + # def __init__(self,setpoint,proportionality_constant): + # self.SP = setpoint + # self.Kp = proportionality_constant + # self.error_history = [] + # self.control_variable = 0.1 + # self.lower_limit = -0.1 # default + # self.upper_limit = +0.1 # default - def set_control_variable_limits(self,lower_limit,upper_limit): - self.lower_limit = lower_limit - self.upper_limit = upper_limit + # def set_control_variable_limits(self,lower_limit,upper_limit): + # self.lower_limit = lower_limit + # self.upper_limit = upper_limit - def calculate_error(self,process_variable): - self.error = self.SP-process_variable - self.error_history.append(self.error) + # def calculate_error(self,process_variable): + # self.error = self.SP-process_variable + # self.error_history.append(self.error) - def get_control_variable(self): - new_control = self.control_variable+self.Kp*(self.error_history[-1]-self.error_history[-2]) - if new_control < self.lower_limit: - new_control = self.lower_limit + # def get_control_variable(self): + # new_control = self.control_variable+self.Kp*(self.error_history[-1]-self.error_history[-2]) + # if new_control < self.lower_limit: + # new_control = self.lower_limit - if new_control > self.upper_limit: - new_control = self.upper_limit + # if new_control > self.upper_limit: + # new_control = self.upper_limit - self.control_variable = new_control - # print(new_control) - return new_control + # self.control_variable = new_control + # # print(new_control) + # return new_control + def __init__(self): + pass class PI_controller_class: @@ -77,21 +79,25 @@ class PI_controller_class: self.Kp = proportionality_constant self.Ti = Ti self.dt = timestep - self.error_history = [0,0] + self.error_history = [0] self.control_variable = 0.0 - self.lower_limit = -1.3 # default - self.upper_limit = +1.3 # default + self.cv_lower_limit = -1 # default + self.cv_upper_limit = +1 # default + def set_control_variable_limits(self,lower_limit,upper_limit): - self.lower_limit = lower_limit - self.upper_limit = upper_limit + self.cv_lower_limit = lower_limit + self.cv_upper_limit = upper_limit def calculate_error(self,process_variable): self.error = self.SP-process_variable self.error_history.append(self.error) def get_control_variable(self): + # if np.isclose(self.error,0,atol = 0.1): + # self.control_variable = 0 + cv = self.control_variable Kp = self.Kp Ti = self.Ti @@ -100,15 +106,14 @@ class PI_controller_class: e0 = self.error_history[-1] e1 = self.error_history[-2] new_control = cv+Kp*(e0-e1)+dt/Ti*e0 - if new_control < self.lower_limit: - new_control = self.lower_limit + if new_control < self.cv_lower_limit: + new_control = self.cv_lower_limit - if new_control > self.upper_limit: - new_control = self.upper_limit + if new_control > self.cv_upper_limit: + new_control = self.cv_upper_limit self.control_variable = new_control - # print(new_control) - return new_control + return self.control_variable def get_performance_indicators(self,ISE=True,IAE=True,ITSE=True,ITAE=True): ise = np.nan @@ -116,14 +121,16 @@ class PI_controller_class: itse = np.nan itae = np.nan + # self.error_history[1:] because the first value of the error history is set to [0] + # to avoid special case handling in the calculation of the controll variable if ISE == True: - ise = ISE_fun(self.error_history[2:],self.dt) + ise = ISE_fun(self.error_history[1:],self.dt) if IAE == True: - iae = IAE_fun(self.error_history[2:],self.dt) + iae = IAE_fun(self.error_history[1:],self.dt) if ITSE == True: - itse = ITSE_fun(self.error_history[2:],self.dt) + itse = ITSE_fun(self.error_history[1:],self.dt) if ITAE == True: - itae = ITAE_fun(self.error_history[2:],self.dt) + itae = ITAE_fun(self.error_history[1:],self.dt) return ise,iae,itse,itae diff --git a/Regler/regler_test.ipynb b/Regler/regler_test.ipynb index 6a42038..7bf1ed9 100644 --- a/Regler/regler_test.ipynb +++ b/Regler/regler_test.ipynb @@ -62,21 +62,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "0\n", - "10\n", - "20\n", - "30\n", - "40\n", - "50\n", - "60\n", - "70\n", - "80\n", - "90\n" + "0\n" ] } ], "source": [ - "n = 100\n", + "n = 10\n", "Kp_max = 5.\n", "Ti_max = 5.\n", "d_Kp = Kp_max/n\n", @@ -128,7 +119,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -138,18 +129,18 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "8c03c1f5a874409cbf1feff48c6ef0d7", + "model_id": "d9226014321c46daa6791bc1dfd0f06d", "version_major": 2, "version_minor": 0 }, - "image/png": 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pV/gBBJ5Xo54AQH3t27cv1N61a5csWLBARkZG5M4770yoVyiHAAgAgGHiWgg6n8+Hbk+n05JOpyPPHxsbExGRuXPnVt0H1BZTwAAAGCblONqHiEgul5NsNls8BgYGIl87CALZvHmzrFq1SpYvX17rt4oqMQIIAACmNTo6KplMpti+ktG/jRs3yrvvvis//elPa9k1aCIAAgBgGNdxxHU0poC/PDeTyYQCYJRNmzbJm2++KQcPHpTu7u6qXx+1RwAEAMAwKdG7aLDSlTSDIJBNmzbJ3r175cCBA7JkyZLqXxx1QQAEAABa+vv75bXXXpM33nhDurq65KOPPhIRkWw2Kx0dHQn3DtMhAAIAYBjXdYpX8lZ7fiUGBwdFRGT16tWh23ft2iWPPvpo1f1A7RAAAQAwzOVX8lZ7fiWCCrfGRPIIgAAAGCaui0BgLtYBBAAAsAwjgAAAGMZ19K4C1igfRJMgADa4Rtr7FwDQHOp9EQiaD1PAAAAAlmEEEAAAw3ARCKIQAAEgYY5b6b4LQHkpzRpAyo/MxxQwAACAZRgBBADAMEwBIwoBEAAAw6RcR1IaV/LqnIvmQAAEaiTwwlsj+Z49WyWpNW2B7yX6+gCAMAIgAACGYQoYUQiAAAAYhquAEYUACACAYRzNEUCHEUDjEQCBhAS+H257/gyPBAAgXgRAAAAMw1XAiEIABADAMK6I6GQ4dokwHz9jAAAAyzACCACAYVKOIymNCzl0zkVzIAACAGAY1gFEFKaAAQAALMMIIAAAhkm5Fw+d82E2AiAAAIZxHb1pXFaBMR8ZHwAAwDKMAAIAYBhX8ypgLgIxHwEQiIm6tZv283lerM8HwB5cBYwo1k4BDw4OSk9Pj2QyGclkMtLb2ytvvfVW0t0CAEDbpYtAdA6YzdofcXd3t7zwwgsyPDwsw8PDctddd8kDDzwgR48eTbprAAAANWXtFPC6detC7eeff14GBwdlaGhIli1bllCvAAC15LipUDvwzSy1YAoYUawNgJfzPE9+/OMfy/j4uPT29s74uEKhIIVCodjO5/P16B4AABVxnIuHzvkwm7VTwCIiR44ckdmzZ0s6nZbvfve7snfvXrnllltmfPzAwIBks9nikcvl6thbAACAeFgdAG+66SY5fPiwDA0NyRNPPCEbNmyQX/3qVzM+fsuWLTI2NlY8RkdH69hbAACujCuO9gGzWT0F3NbWJkuXLhURkZUrV8qhQ4fkpZdekpdffnnax6fTaUmn0/XsImCEuOuuos5XXw+wDVPAiGL1CKAqCIJQjR8AAICJrB0BfPbZZ6Wvr09yuZycO3dO9uzZIwcOHJB9+/Yl3TUAALRc3AtY73yYzdoAeObMGVm/fr2cPn1astms9PT0yL59++Tee+9NumsAAGhhChhRrA2A3//+95PuAgwXeIHSjnerOAAAqmVtAAQAwFS6V/JyFbD5CIAAAJhGcwqY/Gc+rgIGAMAwly4C0TkqcfDgQVm3bp0sWrRIHMeR119/vSbvC/EhAAJV8oIgdFQq8PzQAQDNanx8XG677TbZsWNH0l3BFWIKGAAAwziiN4tb6bl9fX3S19en8YqoNwIgAACGcR1HXI0iQJ1z0RwIgECDYBoYQKPJ5/OhNluimoMaQAAADOPI/ywGXdXx5fPkcjnJZrPFY2BgIMm3hRgxAggAgGFc0RvhuXTu6OioZDKZ4u2M/pmDAAgAAKaVyWRCARDmIAACMJ7jppLuAlBXjuOIo3EhR6Xnnj9/Xo4dO1ZsHz9+XA4fPixz586VxYsXV90P1A4BEAAAw1SzmLN6fiWGh4dlzZo1xfbmzZtFRGTDhg2ye/fu6juCmiEAAgAALatXr5agigXxkRwCIAAAhrl0Na/O+TAbARAhKeVffTVbnAEAkhXXVcAwFwEQAADD1PsiEDQfQj4AAIBlGAFE00rxBdVYusu2uA227Euj9Qfmq/dVwGg+BEAAAAxEhkM5TAEDAABYhhFAAAAMwxQwohAAgToJPHOX1Kn1VmuOy2QFUAmuAkYU/qoCAABYhhFAAAAMwxQwohAAAQAwjCN6VwGT/8xHAETTULepazS+UuPne37ZxwcR9zsp1o4DANQGARAAAMO4jiOuxpdmnXPRHAiAAAAYxnEuHjrnw2wEQACRar3MC4B4OUEgTlD90lM656I5sAwMAACAZRgBBADANIF/8dA5H0YjAAIAYBgn8MXRCHE656I5MAUMAABgGUYAAQAwDVPAiEAABADANEFw8dA5H0ZjChgAAMAyjAACV8ir8TfiwGfKBUBMmAJGBAIgAACGubgQtM5VwEwBm44pYAAAAMswAggAgGmYAkYEAiAAAKYhACICARAAANMQABGBGkAAAADLMAII1InvcVUdgDoJfBGdpaUYATQeARAAAMM4ga+5DAwB0HRMAQMAAFiGEUAAAEzDRSCIQAAEYDzHTSXdBaC+guDioXM+jMYUMAAAgGUYAQQAwDRMASMCARAAAMM4QaB5FTBTwKYjAAI1Evjl/4D6Ht+wL1Fr9ALPS6gnAGAHAiAAAKZhChgRuAgEAADTXAqAOkcV/uVf/kWWLFki7e3tsmLFCvmv//qvmN8Y4kIABICYOW4qdAB1l0AA/Nd//Vd56qmn5G/+5m/kv//7v+Vb3/qW9PX1yYkTJ2rwBqGLAAgAALT94z/+ozz++OPyne98R772ta/JP/3TP0kul5PBwcGku4ZpEAABADDMpb2AdY5KTE5OysjIiKxduzZ0+9q1a+VnP/tZnG8NMeEiEAAATOP7Fw+d80Ukn8+Hbk6n05JOp0se/vHHH4vneXLNNdeEbr/mmmvko48+qr4fqBlGAIEqeUH4CLwgdNRb4HuhAwB05XI5yWazxWNgYKDs4x3HCbWDICi5DY2BEUAAAEwT017Ao6OjkslkijdPN/onIjJ//nxJpVIlo31nz54tGRVEY2AEEAAA08R0FXAmkwkdMwXAtrY2WbFihezfvz90+/79++WOO+6o+dtF5RgBBAAA2jZv3izr16+XlStXSm9vr+zcuVNOnDgh3/3ud5PuGqZBAKwzJ0UtBKpDXR+AK1XNlbzq+ZX60z/9U/nkk0/k7/7u7+T06dOyfPly+fd//3e57rrrqu4HasfaKeCBgQG5/fbbpaurSxYsWCAPPvigvPfee0l3CwAAfQntBPIXf/EX8rvf/U4KhYKMjIzInXfeGfMbQ1ysDYDvvPOO9Pf3y9DQkOzfv1+mpqZk7dq1Mj4+nnTXAADQEwSaAbD+KxmgvqydAt63b1+ovWvXLlmwYAHfWCySYmmCsi6fco57OzP1+ZjeBoD6sjYAqsbGxkREZO7cuTM+plAoSKFQKLbVBTIBAGgIgSei88Uq4EuZ6aydAr5cEASyefNmWbVqlSxfvnzGxw0MDIQWxMzlcnXsJQAAVybwfe0DZiMAisjGjRvl3XfflR/96EdlH7dlyxYZGxsrHqOjo3XqIQAAQHysnwLetGmTvPnmm3Lw4EHp7u4u+9iZ9kBEY2q0Gr/A4xs1gDrxNaeAqcs1nrUBMAgC2bRpk+zdu1cOHDggS5YsSbpLAADEgwCICNYGwP7+fnnttdfkjTfekK6uruL+hdlsVjo6OhLuHQAAQO1YGwAHBwdFRGT16tWh23ft2iWPPvpo/TsEAEBMAs+TwKt+FE/nXDQHawNgwCKXaHRufa/R8ptoyifudQPjXucQSJzvXzx0zofRuAoYAADAMtaOAAIAYCzf17wIhBFA0xEAgYSw0Gr9MMUL2wS+p1UqwfaM5iMAAgBgmkCzBjDgC6rpqAEEAACwDCOAAAAYhilgRCEAAjXie5UtNeSzVRyAuLATCCIwBQwAAGAZRgABADANC0EjAgEQAADDsBUcohAAAVSMdfUAoLkRAAEAMA07gSACARAAANNwFTAicBUwAACAZRgBREVSjlP8by+obJ07VIg6OwBVCnxfa79x9io3HwEQAADTMAWMCARAAABME2gGwIAAaDoCIKxx+fQ1mkuly874lo9esEwPgCgEQAAADEMNIKIQAAEAMA3rACICy8AAAABYhhFAICaBV/4bs++zbE5SnBQ1cUhGqB7Tr+PvIVcBIwIBEAAAwwSeJ4FXfYjTORfNgSlgAAAAyzACCACAaXxf70IOLgIxHgEQZaWUpfM8ythQByU1e1PJ9ANoWtQAIgJTwAAAAJZhBBAAAMMEvieBxiiezrloDgRAoEGxnRdQSi0P4GrV6bETCKIQAAEAMEzgB5Frk0adD7NRAwgAAOrm+eeflzvuuENmzZolV111VdLdsRYBEAAAwwSer33UyuTkpHz729+WJ554omavgWhMATcYR113pcLlL1KOcr40zzC++taBmUQVqFPADts1cg3gtm3bRERk9+7dNXsNRCMAAgCAaeXz+VA7nU5LOp1OqDeIE1PAAAAYJq4p4FwuJ9lstngMDAwk/M4QF0YAAQAwjG4d36VzR0dHJZPJFG+fafRv69atxandmRw6dEhWrlxZdZ8QLwIgUCNRf3wj/zi7DNADSFYmkwkFwJls3LhRHnroobKPuf7662PqFeJAAAQAwDCB54mvsUh2pQtsz58/X+bPn1/166H+CIAAABgmCDSvAg5qdxXwiRMn5NNPP5UTJ06I53ly+PBhERFZunSpzJ49u2avizACIGAJt8Kt5Zp5Kzp1GZhmfi9oLmxVF+173/uevPrqq8X217/+dRER+c///E9ZvXp1Qr2yDwEQAADDxHURSC3s3r2bNQAbAAEQAADDNHIARGMgAAIAYJjADzR3AmmeXaRQHQIgMIOkt6ajbg0AUCsEQAAADON7vvga07g656I5EAABADAMNYCIwlYDAAAAlmEEEGgQbspVb0imIzGIWnPQj1inT13Hr1Lq2mvUU8I2jAAiCgEQAADDNPJOIGgMTAEDAABYhhFAxEZdNsVjGSnERJ3C9aculH18pVPITBHDNEwBIwoBEAAAwxAAEYUpYAAAAMswAggAgGF83xdf4yIQnXPRHAiAMEbSW7fFzm2cAfpGr5FTl5VRawAbvf+onbiXGFKpSx6pv4tJYQoYUQiAAAAY5mIArD6MEgDN1zhDDAAAAKgLRgABADBM4GsuBE0NoPEIgE3OuLq3JuIFlS10GFS4MKKTap66tait3+ot7jovXLlGrYmzTeBr1gASAI3HFDAAAIBlGAEEAMA0mlcBCxeBGI8ACACAYXzPF18jxOmci+ZAAAQaVUtbRQ+v9XpncYqqE9Ndt4/6JQAoz+oawIMHD8q6detk0aJF4jiOvP7660l3CQAAbZeuAtY5YDarA+D4+LjcdtttsmPHjqS7AgBAbC7tBKJzwGxWTwH39fVJX19f0t2wFkvYhDnK1m9qG/8janpbvb/RlqkBgKRZHQArVSgUpFAoFNv5fD7B3gAAML3ACypee1Q9H2ZjiKECAwMDks1mi0cul0u6SwAAlPB9v3glcFUHNYDGIwBWYMuWLTI2NlY8RkdHk+4SAAAlAj/QPmA2poArkE6nJZ1Ox/qcbsKFcCkn/PqVbm9WS2rf4n/+mj69vlRr0j0AABiKAAgAgGF8T8R3q/9C38DLiCImVgfA8+fPy7Fjx4rt48ePy+HDh2Xu3LmyePHiBHsGAED1As+XwK2+jo9lYMxndQAcHh6WNWvWFNubN28WEZENGzbI7t27E+oVAABAbVkdAFevXi1BA9W8mUatsYt7VYFa1wjW+vWdVPlrsAK3cf951ntdPXVruKit4irdSo41F3GlmmXLxcALJNCYAmYZGPM17v9hAABAVXwv0KwBJACajq+9AAAAlmEEEHWju+xKpeerj2/0bzslU8J1nmZt1KmsK6H2nSld2I6LQBCFAAgAgGH8IBBfYzFnn/p44/E1GQAAwDKMAAIAYBovkMDRGMXjIhDjMQJYY27KDR1oXCknfMTNSTmhI0rQ0hY6Ih/ve6FDu79uqnjUmuumQoeuy/s+3RG3Wj8/UCnf87WPWvjd734njz/+uCxZskQ6OjrkhhtukOeee04mJydr8nqYGSOAAAAYJtAcAazVOoC/+c1vxPd9efnll2Xp0qXyy1/+Uv78z/9cxsfH5cUXX6zJa2J6BEAAAFAX9913n9x3333F9le/+lV57733ZHBwkABYZwRAAAAM06gjgNMZGxuTuXPn1u31cBEB0HDqdmUXuLS/YanrAAYt7Qn1JHklW7+l1K3gytfTUoeHuDTL1m8q3/PFd6qv47tUA5jP50O3p9NpSafTWn273G9/+1v553/+Z/mHf/iH2J4TV4arEgAAwLRyuZxks9niMTAwMO3jtm7dKo7jlD2Gh4dD55w6dUruu+8++fa3vy3f+c536vF2cBlGAAEAMEwQBBJoLAQdfDlbNDo6KplMpnj7TKN/GzdulIceeqjsc15//fXF/z516pSsWbNGent7ZefOnVX3E9UjAFpGnRL2NKaE43yuZqC+X13qNKbaDto6Yn09HXEszVJL6rSc29pW9n5Vraf5Sqa0G/zzRPPzvUB80dgJ5MsawEwmEwqAM5k/f77Mnz//ip775MmTsmbNGlmxYoXs2rVLXLZuTAQBEAAA1MWpU6dk9erVsnjxYnnxxRflD3/4Q/G+hQsXJtgz+xAAAQAwTOAFEkj1F4HU6irgt99+W44dOybHjh2T7u7u8GsaPovUaBh3BQDAMIEXaB+18Oijj16sT5zmQH0xAoiGoVtjF3eNXr25ylInfroroZ40vpKaPa98DaCv1ghSg2esZl22Bag3AiAAAIaJ6yIQmIsACACAYQLfl0BjViTwq68fRHMgAAIAYBhGABGFAIiQlPKF0ea/AbWuKXSVrd/ctvA/x88uxPt6UbVRjbQ2nVqjF1TYN/W9eIUvws/fMbvs43Xrxhrps0RlStbjZCQMhiIAAgBgmMAPJNAYAdTZRQTNgQAIAIBpPF+CQGMWg5FP47EOIAAAgGUYAYyZkzIrU5fWwf3PtECt6wPVesTK73fKtmtN/V1wXaf8/a3hf44f/L+JWPuj1rWpa+OpGnmtvKiaPbXvE5/nQ+1WpQYQyam0NpV1/a6M7wXiayyu7DMFbDwCIAAAhgk8vd01qAE0n1nDVQAAAIjECGAc3NTFowaipzEb51ua2jcv4ttnpVOyjb7VW6XT/1FTwNv3vafdJ1Oo04Aly7xMflH2/lnzFoXa6vQ3y7bANH6gOQXM3rzGIwACAGAYLwgiv4RHnQ+zMQUMAABgGUYAAQAwjBfordRg8y5QtiAAGiZqaZR6qnfNXqXvvdJlYtTnj3o9N1V+2Rd1yym3ozPUPvz6L8o+f5LLZdR667So53NS4cf7U+F98yI/m6nJss/P9l/2MHWZGaaAEYUACACAYRgBRBRqAAEAACzDCCAAAIbxNaeAWQbGfATAOnMj1opT68ai6K4LqL5cJcP+OudeyfNFP778CeonXfnzV/Z4J+KEVJtS89fWGj5/VibUDvzw2nYlrxdz7VIlW7/FXScVVbOn/iwD9f6WVilnYuwPoXYq3RF+vVRt1wGMWscQ1VN/doHXWDV8of4F9Zt080RzCji2nqBRMQUMAABgGUYAAQAwjBcE4mnsFMVVwOYjACYsatpQV9Q0rTrMH7Wd2+X3l95X/rWi+lZ6v7pMS2WPj1vFy8a0KtN+yvR/S3tbuD1vofIMx8s+f+RSKRFTxJVM+TbaUhklU8Qt4c/SU5Z5ae3MhtpTX5wPtdUpYVXJ+4347Go9pVypJKec1d8zdRu+eqv1EkbqtFpS79cL9KZxuQrYfEwBAwAAWIYRQAAADMMIIKIQAAEAMAw1gIhCAKyxWtf41Vqcy8REP758zV/cNYFRW7tFbvWm9qek5i98f2t7+J9bW9esUDv4ys3KK5SvAYyqZVLbai1Sksu+6L6e2ne3NVwDGFXjNzUxHmq3dMyu6PWj+qNuJKdu+9doNZUm0/2s1Z+dip8dmhUBEAAAw/iaU8A+A4DGIwACAGAYpoARhQAIAIBhuAgEUQiAMVPXetNVaZ1apVvDRa37V74/8dY36tYMRn3y0TWB5df5a3OV+5Wt3dR2S0f4n1drZzrUnnXtvFC77/+eLts/VdT2aTrr/jWbknUAC+Ft9FrbZ5dtR9VPVipq3T1qAGcW9dnU+rPjZwNbEAABADDMxRFAnSngGDuDhkQABADAMEwBIwoBMA6uG7k11CXq0iDqlLHuFHLFS6dEbOdWfpo33r8QlS4Do35S0eeH2yVTuhH3q223Lfwzb1GWeUlnlCnfheEp346v3xlqH33usJQTNRVVz6mqSre3iprGixI1fa3er279NjH2h1C7PXt12f6oU8q6n636fCVbxU1pPX1TqfXWcOpnG3iV/e5VvkxMxO/m5c9tcBkGmg8BEAAAw3AVMKIQAAEAMEwgpQuSV3o+zBbvJasAAABoeIwAxsBJpYp1J25ETZ+r1pGV1ARWthTJpK/W8Knnh+8vPV/KKt0KLrjsPnUJmfLnRqm0xq/0/HC7tMav/GfZkSrfbpvVGr5/TnuoPfuazlA7u2RBqD3/j8I1f93P/VIaiVqLdXktVGT9oadXn6jWUZXUcan3qzV7Ee1019xQe3J8LNRWt4rrmHNNqF0492mo3dIWfrwqpdT8+Rcmy96vLltjk6iaQN1lYXRrAqMEfviPaNnnq2MNIFPAiEIABADAMFwFjChMAQMAAFiGAAgAgGG8INA+auWP//iPZfHixdLe3i7XXnutrF+/Xk6dOlWz18P0mAKOQ0vrxUNE3NbwR5pS28racanW8u3WdLjtTYT/UXaUrBuoFvWF7y+tGQw/2guitoZzLrtPyqq0BjBKpesEVlrjNzsd/lmpNX6dSo3fVUvmhNqLVvWE2n2n/yjU/u3/PhpqN9oWUyVr7dWwXilq7beordnUmjl/SqmxU2r01Bq/1o7wVnBRdWRRNYRtyrqDKvX1VOrrTanvT93Wr+yzRT+/bt1bLUWt+ahzZWs1on43KtpGsK41gI07BbxmzRp59tln5dprr5WTJ0/K008/LX/yJ38iP/vZz2r3oihBAAQAwDCNfBHIX/7lXxb/+7rrrpO//uu/lgcffFAuXLggra2tZc5EnAiAAABgWvl8PtROp9OSTqdneHTlPv30U/nhD38od9xxB+GvzqgBBADAMH7w5TRwlcelaqFcLifZbLZ4DAwMxNK/Z555Rjo7O2XevHly4sQJeeONN2J5Xlw5RgBj4HbMFnfWxfqw9FVdofvU9tREuFZJpa4DONkR/hG1fhHeNLRjItz2JsNVH5MXlLZSAxjVVutALm9XOkUQVcMXtfeu2m5X6h/T2fDaau1XhWv4rro+XKe18H/dFGqv+iBcszd26vdS1idKu+Tv17vlz7dYVJ1XZK1UxDp8UTWGldbURa1N9/kn4QL2WfMWhdqeUqPotoZ/VzuUx6ufz9RkuCbw84/Dr6eudaeuU+i2hEdW1LXwAqU/6jqFjUT7dydCpfWpldzvX5ioqk/ViGsKeHR0VDKZTPH2mUb/tm7dKtu2bSv7nIcOHZKVK1eKiMhf/dVfyeOPPy6///3vZdu2bfJnf/Zn8m//9m/iRKz3ivgQAAEAwLQymUwoAM5k48aN8tBDD5V9zPXXX1/87/nz58v8+fPlxhtvlK997WuSy+VkaGhIent7dbuMK0QA1BB8+Q0pP/558bbPvyiEHnOuEP7m//nkhVB74kJ4BG9iKtye9MLtKeWb+5TybVP99jpZ0g5/I7ygjgAGNRwBFGUEULlfvQJ5ylfayvm+ssuJ+tl4ymfZciH82Z+bCP+svMnPQ+16fltHvKJGcUpEXXmqXump/G4EU+HfJfV3R71KWVVyVa66O0bJ6ynPF7hKU2kr184GQbjtK/c7Qb2vtW0ctRwBvPR7EtRhl40vxNe6kneywuutLwW6alz6PAqFQsQjEScnqMdvoqE+/PBDyeVySXcDANBERkdHpbu7uybPPTExIUuWLJGPPvpI+7kWLlwox48fl/b29ugHX6Gf//zn8vOf/1xWrVolc+bMkQ8++EC+973vyenTp+Xo0aOxXmCC8giAGnzfl1OnTklXVxd1C1con89LLpcrqSvBleHzqx6fXfX47PRc+vxOnDghjuPIokWLxHVrdw3mxMSETE6WH3W+Em1tbbGGPxGRI0eOyJNPPim/+MUvZHx8XK699lq577775G//9m/lK1/5SqyvhfIIgKirfD4v2WxWxsbG+B9JFfj8qsdnVz0+Oz18fmhELAMDAABgGQIgAACAZQiAqKt0Oi3PPfcchb5V4vOrHp9d9fjs9PD5oRFRAwgAAGAZRgABAAAsQwAEAACwDAEQAADAMgRAAAAAyxAAUTcHDx6UdevWyaJFi8RxHHn99deT7lJTGBgYkNtvv126urpkwYIF8uCDD8p7772XdLeaxuDgoPT09BQ3te/t7ZW33nor6W41pYGBAXEcR5566qmku9Lwtm7dKo7jhI6FCxcm3S2giACIuhkfH5fbbrtNduzYkXRXmso777wj/f39MjQ0JPv375epqSlZu3atjI+PJ921ptDd3S0vvPCCDA8Py/DwsNx1113ywAMPyNGjR5PuWlM5dOiQ7Ny5U3p6epLuStNYtmyZnD59ungcOXIk6S4BRS1JdwD26Ovrk76+vqS70XT27dsXau/atUsWLFggIyMjcueddybUq+axbt26UPv555+XwcFBGRoakmXLliXUq+Zy/vx5eeSRR+SVV16R7du3J92dptHS0sKoHxoWI4BAkxkbGxMRkblz5ybck+bjeZ7s2bNHxsfHpbe3N+nuNI3+/n65//775Z577km6K03l/fffl0WLFsmSJUvkoYcekg8++CDpLgFFjAACTSQIAtm8ebOsWrVKli9fnnR3msaRI0ekt7dXJiYmZPbs2bJ371655ZZbku5WU9izZ4+MjIzI8PBw0l1pKt/4xjfkBz/4gdx4441y5swZ2b59u9xxxx1y9OhRmTdvXtLdAwiAQDPZuHGjvPvuu/LTn/406a40lZtuukkOHz4sn332mfzkJz+RDRs2yDvvvEMIjDA6OipPPvmkvP3229Le3p50d5rK5eUut956q/T29soNN9wgr776qmzevDnBngEXEQCBJrFp0yZ588035eDBg9Ld3Z10d5pKW1ubLF26VEREVq5cKYcOHZKXXnpJXn755YR71thGRkbk7NmzsmLFiuJtnufJwYMHZceOHVIoFCSVSiXYw+bR2dkpt956q7z//vtJdwUQEQIg0PCCIJBNmzbJ3r175cCBA7JkyZKku9T0giCQQqGQdDca3t13311y5epjjz0mN998szzzzDOEvwoUCgX59a9/Ld/61reS7gogIgRA1NH58+fl2LFjxfbx48fl8OHDMnfuXFm8eHGCPWts/f398tprr8kbb7whXV1d8tFHH4mISDablY6OjoR71/ieffZZ6evrk1wuJ+fOnZM9e/bIgQMHSq6uRqmurq6SWtPOzk6ZN28eNagRnn76aVm3bp0sXrxYzp49K9u3b5d8Pi8bNmxIumuAiBAAUUfDw8OyZs2aYvtSHcyGDRtk9+7dCfWq8Q0ODoqIyOrVq0O379q1Sx599NH6d6jJnDlzRtavXy+nT5+WbDYrPT09sm/fPrn33nuT7hoM9uGHH8rDDz8sH3/8sVx99dXyzW9+U4aGhuS6665LumuAiIg4QRAESXcCAAAA9cM6gAAAAJYhAAIAAFiGAAgAAGAZAiAAAIBlCIAAAACWIQACAABYhgAIAABgGQIgAACAZQiAAAAAliEAAgAAWIYACAAAYBkCIAAAgGUIgAAAAJYhAAIAAFiGAAgAAGAZAiAAAIBlCIAAAACWIQACAABYhgAIAABgGQIgAACAZQiAAAAAliEAAgAAWIYACAAAYBkCIAAAgGUIgAAAAJYhAAIAAFiGAAgAAGAZAiAAAIBlCIAAAACWIQACAABYhgAIAABgmf8P/GU7UFikCoUAAAAASUVORK5CYII=", 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", 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zVwEv9Oi0BHBycjLe+973xsjISKxbty4+/vGPx5NPPtmbN0dXCICwSNJWM3NE29HKHEmaPQAu1LmLQMocnXj88cdjx44dceDAgXjsscfizJkzccMNN8TJkyd79A4pSw0gAFDK3r17M+3du3fHunXr4vDhw3Httdf2qVfMRwAEgIrp1kUg09PTmduHh4djeHi48Pzjx49HRMSaNWsW3Ad6yxQwiyZfY7LUNNPskZc2W5mj7f5WK3O0TfECLJIy9X9v/Bs9Pj4eY2Njs8fk5GTha6dpGjt37owPfvCDsWnTph6/UxbKCCAAcF5TU1MxOjo6276Q0b/bbrstfvazn8VPfvKTXnaNkgRAAKiYbk0Bj46OZgJgkdtvvz0eeeSR2L9/f2zYsGHBr0/vCYAAUDFDjSSGSmzn1um5aZrG7bffHg899FDs27cvNm7cuODXZnEIgLBAaavDpVlsFQdU1I4dO+J73/tePPzwwzEyMhIvvPBCRESMjY3FypUr+9w7zkcABICKWeyt4Hbt2hUREVu2bMncvnv37rj11lsX3A96RwAEgIopu9pCp+em6XmWTmBJEwABoGKSkiOASYlzGQwCIH2T/4Z5vrX3Bsn51gbs7AkG/AMAYGAIgABQMYt9FTCDRwAEgIppRESZDGebsOoTAJeYtGUacKnI/yxauSnefLv9/Nz9nS4bk5acUgaAOQiAAFAxQ0kSQyUu5ChzLoNBAASAilnsdQAZPKb5AQBqxgjggEkHfa2UCut0GZi0md0KLlHzB3TJUOPsUeZ8qk0ABICKaSTlpnGtAlN9Mj4AQM0YAQSAimmUvArYRSDVJwD2WdFacl1/vdx2Y80ltP1YmY3LF0N+Xb/Cmr9WtsYvX/MH0CuuAqZIbaeAd+3aFZs3b47R0dEYHR2NiYmJePTRR/vdLQAo7dxFIGUOqq22P+INGzbE17/+9Th06FAcOnQoPvzhD8dNN90UTzzxRL+7BgDQU7WdAt62bVumfe+998auXbviwIEDceWVV/apV93X6dIkLKKireEsCwMskClgitQ2AL5Rs9mMH/zgB3Hy5MmYmJiY83EzMzMxMzMz256enl6M7gFAR5Lk7FHmfKqttlPAERFHjx6N1atXx/DwcHzuc5+Lhx56KK644oo5Hz85ORljY2Ozx/j4+CL2FgCgO2odAN/1rnfFkSNH4sCBA/H5z38+tm/fHj//+c/nfPydd94Zx48fnz2mpqYWsbcAcGEakZQ+qLZaTwEvX748Lr/88oiIuOaaa+LgwYPxzW9+M+6///7zPn54eDiGh4c7eo380iGtorqvDrVsDdcznX62+Z91fhmYtnaOreCAbjEFTJFajwDmpWmaqfEDAKii2o4AfuUrX4mtW7fG+Ph4vPrqq7Fnz57Yt29f7N27t99dA4BSzu4FXO58qq22AfDFF1+MW265JZ5//vkYGxuLzZs3x969e+OjH/1ov7sGAKWYAqZIbQPgt7/97X534YJYx2/pyP8sSv9sCmoCAaBXahsAAaCqyl7J6yrg6hMAAaBqSk4By3/VJwACQMW4CIQiAiD8TjMtt6Zie41ghzV+1gEEYJEIgABQMUmUm8U1AFh9AiAAVEwjSaJRogiwzLkMBgGQjth57vfatn4rklv2JS1aBsaUMAA9IgACQMUkUXIh6K71hKVKAASAimn87ihzPtXmZwwAUDNGAGEO7cu6zF8A2bY1XK5GsLBmUM0f0CVJkkRSYg64zLkMBgEQACrGQtAUMQUMAFAzRgABoGKSknsBmwGuPgGwYjpemy7HOn8Xrq3mr1Md/qwK1w0E+B1XAVNEAASAinERCEWEfACAmjECCBeoVTDl22o28zfM325/ggX0CqCdq4ApIgACQAXJcMzHFDAAQM0YAQSAijEFTBEBsM/yy7a0rMMyMMouA1O4rEvJJX2A+nIVMEVMAQMA1IwACAAVc24KuMzRif3798e2bdti/fr1kSRJ/PCHP+zJ+6J7BEAAqJikC0cnTp48Ge95z3vivvvu60r/6T01gDCHtMN6zHw9Z1uNn3X+gIraunVrbN26td/doAMCIABUTCNJolHiQo5z505PT2duHx4ejuHh4VJ9Y2kwBQwAFZMk5Y+IiPHx8RgbG5s9Jicn+/vG6BojgHCB0lZ2SrhVdpmW3JRwfgoZYKGSNI0kXfiyYufOnZqaitHR0dnbjf5VhwAIAJzX6OhoJgBSHQIgAFRN2jp7lDmfShMAAaBikrQVSYkQ1+m5J06ciKeffnq2fezYsThy5EisWbMmLr300gX3g94RAKFL8lvDtS8L4xs1UE2HDh2K6667bra9c+fOiIjYvn17PPjgg33qFfMRAAGgahZ5CnjLli2RlrjohMUnAAJA1aTp2aPM+VSadQABAGrGCOAS18qtPdfp9mRcuKKPttXM/yzmnyIpuj/yNYG5dQHLFHADNecqYAoIgABQMWcXgi5zFbDBhqozBQwAUDNGAGEO+SnfIsVTvs357wfoFlPAFBAAAaBqBEAKCIAAUDUCIAXUAAIA1IwRwD4rrBvr8flcuLat3prZmr62rd8Kl4nJ1QSqEQS6JW21LzXV6flUmgAIABWTpK2Sy8AIgFVnChgAoGaMAAJA1bgIhAICICwWNX7AYknTs0eZ86k0U8AAADVjBBAAqsYUMAUEQAComCRNS14FbAq46gTARVa8NpxvXUtFfl2/ovtb+XUC29YFnH/dv7b7AaBHBEAAqBpTwBQQAAGgagRACgiAcIHSZpdrYoqWhfEHGFgoAZACloEBAKgZI4AAUDH2AqaIAAgAVdNqnT3KnE+lCYA10+xwbadul71VSX7JnqJ24R9Uf3ABWCQCIABUjb2AKSAAAkDVuAqYAq4CBgCoGSOAFddSxNc1nX6Whdv+qfkDesRVwBSp7Qjg5ORkvPe9742RkZFYt25dfPzjH48nn3yy390CgPLOTQGXOai02gbAxx9/PHbs2BEHDhyIxx57LM6cORM33HBDnDx5st9dA4By0rRkADR7VHW1nQLeu3dvpr179+5Yt25dHD58OK699to+9apdp9uPdTpNaYZ4bkWfZeGyL+1PWO5+AOiS2gbAvOPHj0dExJo1a+Z8zMzMTMzMzMy2p6ene94vAOhY2iz3pTL1hbTqajsF/EZpmsbOnTvjgx/8YGzatGnOx01OTsbY2NjsMT4+voi9BIALk7ZapQ+qTQCMiNtuuy1+9rOfxfe///15H3fnnXfG8ePHZ4+pqalF6iEAQPfUfgr49ttvj0ceeST2798fGzZsmPexw8PDMTw8vEg9O79WUZ0Zs9q3vUs6fHxWp8u6tJrN3P25KRU1f0CvtEpOAfv7VHm1DYBpmsbtt98eDz30UOzbty82btzY7y4BQHcIgBSobQDcsWNHfO9734uHH344RkZG4oUXXoiIiLGxsVi5cmWfewcA0Du1DYC7du2KiIgtW7Zkbt+9e3fceuuti98hAOiStNmMtLnwUbwy5zIYahsA0yW6yGWn6/7RP0X1mIVX0bUKagQBFqrVOnuUOZ9KcxUwAEDN1HYEEAAqq9UqeRGIEcCqEwD7rOyUrynjC9fpsjD5z7bV6u4yMQC9kraapcpKlKRUnwAIAFWTlqwBTH1hrTo1gAAANWMEEAAqxhQwRQRAeqZoa7VBV1TTl68JbGvnz1cjCHSLnUAoYAoYAOiKv/3bv42NGzfGihUr4uqrr44f//jH/e4ScxAAAaBqzi0EXebo0N///d/HHXfcEV/96lfjpz/9aXzoQx+KrVu3xjPPPNODN0hZAiAAVMy5reDKHJ36q7/6q/jMZz4Tn/3sZ+MP//AP46//+q9jfHx8dutVlhY1gHCB8usCFtb4FawLWPyC1a6hBJa+6enpTHt4eDiGh4fbHnf69Ok4fPhw/Nmf/Vnm9htuuCH+9V//tad9ZGGMAAJA1ZzbCWTBx9kvsOPj4zE2NjZ7TE5OnvflXn755Wg2m/GWt7wlc/tb3vKWeOGFF3r+dumcEUAAqJouXQU8NTUVo6Ojszefb/TvjZIku8NSmqZtt7E0CIAAwHmNjo5mAuBcLr744hgaGmob7XvppZfaRgVZGkwB05Fmms4eZLVarcyRlzZbmSM/5ZLmjkiS7AFwgdJWq/TRieXLl8fVV18djz32WOb2xx57LD7wgQ90863RJUYAAaBq+rAQ9M6dO+OWW26Ja665JiYmJuKBBx6IZ555Jj73uc8tvB/0jAAIAFWTlgyAaefn/smf/En813/9V/zFX/xFPP/887Fp06b4p3/6p7jssssW3g96RgBcYlq5pUZabduH9Xbq1dTu7xUt45JfFqbt/lbR1m+2WgKq5Qtf+EJ84Qtf6Hc3uAACIABUzELq+PLnU20CIABUzbl1AMucT6W5ChgAoGaMAFZcUZ1aGfl6wV7XD+afv7HIS6Pk6zHz8jWDRY8/zwt02iWA8+vDVcAMFgEQACombTYjbS48xJU5l8FgChgAoGaMAAJA1bRa5S7kcBFI5QmANdPDksDaaVujsWDKJF8jaIoF6Bk1gBQwBQwAUDNGAAGgYtJWM9ISo3hlzmUwCIB91vFSIQV6uexL1eU/uvy2fPnPtmhbvvYp3/xWcAVtgAWyEwhFBEAAqJi0lRbuZ150PtWmBhAAoGaMAAJAxaTNVrkRwC6XJ7H0CIADLl+nRu8U1Vfma2b8AQX6RQ0gRUwBAwDUjBFAAKgYU8AUEQABoGIEQIoIgEtM+9px2bqzxa75a6b1qTEcSjp7fPs6gbmfXa6GppXf+i230Gp+a7gkUaEBQG8IgABQMWmz2f6ls8PzqTYBEAAqJk1LXgWcmgKuOgGw5gZ5ijf/52mo169XsLVbUc1M2zIx9toEoE8EQACoGBeBUEQABICKEQApIgACQMWkrbTkTiCDWx7EhREAF9liX1nVGuAav34r2vqt+PwOt4bLLwtjGRgAekQABICKaTVbbReudXo+1SYAAkDFqAGkiDkmAICaMQK4xHVah+ZbW+/ki6Lbt+krty5gm4bvZ8DCGAGkiAAIABVjJxCKGGIAAKgZI4ADrsw3PMpp5aaA8z+LVn7rt06XhbEMDLBApoApIgACQMUIgBQxxAAAUDNGAAGgYlqtVlsZSqfnU20C4BLTKth/sdfD8iV3P6uU/DZ6+Zq/vNLLvuS2glMDCCyUKWCKCIAAUDFnA+DC954XAKvPEAMAQM0YAQSAiklbJReCVgNYeQJgzTRTRX7dUljzl7u/063i1AACC5W2StYACoCV5/8wAAA1YwQQAKqm5FXA4SKQyhMAAaBiWs1WW9lJp+dTbQLgEtfpL2HRWnUsXFtNX27NxjS/N3BuCYa2vYALamzShl9PAHqj1jWA+/fvj23btsX69esjSZL44Q9/2O8uAUBp564CLnNQbbUOgCdPnoz3vOc9cd999/W7KwDQNed2AilzUG21nmPaunVrbN26td/dKKXslK8Z47l1umRO2zIvHX6Dzj8+aQx1dD7AILj33nvjH//xH+PIkSOxfPnyeOWVV/rdpVqqdQDs1MzMTMzMzMy2p6en+9gbADi/tJm21SV3en6vnD59Oj7xiU/ExMREfPvb3+7Z6zA/AbADk5OTcffdd/e7GwAwr1ar5FXAPawBPPf/0QcffLBnr0GxWtcAdurOO++M48ePzx5TU1P97hIAtElbaekj4uxM1xuPN86CMdiMAHZgeHg4hoeHOzqn24W0nQ7Ll936rU41gkNJMu/97cu85Npty8LMv/Vb4VZyloEB+mx8fDzT/trXvhZ33XVXfzpDV/k/DABUTKsZ0Wos/Bt863fLmE5NTcXo6Ojs7XMNgtx1112FJVIHDx6Ma665ZsF9ortqHQBPnDgRTz/99Gz72LFjceTIkVizZk1ceumlfewZACxc2mxF2lj4DNS5GYrR0dFMAJzLbbfdFp/85Cfnfczb3va2BfeH7qt1ADx06FBcd911s+2dO3dGRMT27dsVpwLABbr44ovj4osv7nc36ECtA+CWLVsiLVkjVyQZmv86m3zdWKe6fal+0dPNd3/Vlw3Nr7mYv8Iuf3/R1m9FNYCtmL8mEWAuaTONtMQUcC+XgXnmmWfiv//7v+OZZ56JZrMZR44ciYiIyy+/PFavXt2z1yWr1gEQAKqo1UxL1gD2LgD++Z//eXznO9+Zbf/RH/1RRET8y7/8S2zZsqVnr0uWZWAAgEXz4IMPRpqmbYfwt7iMAC5x+Sniom9lRcP23fxSV/UlYoreX6dTJJ0uCfR6yfIAoL66dREI1SUAAkDFtNI0WiW+RLZ6XB9P/5kCBgCoGSOAAFA1zTTSpMQoXtVrfBAAl5peXnp/PmW3iltK8u+laGu3Tt97fhmXtvvbloUpWOal2Zz3/tP+AAML1Gq2opUsvI6v6O8Xg08ABICKSUuOAC72YASLTw0gAEDNGAEEgIoxAkgRAXDAdLqdmN/h3sn/gWxrd/izShrZAfmZM2pwgIVRA0gRU8AAADVjBBAAKiZN07adpDo9n2oTACumaPX2Ki37Ulan0+P5bfjyUyT5+9uWhSlYRiYaQ5nma2f8rICFaTXTaEWJnUDUD1WeKWAAgJoxAggAFZM200hj4RdyuAq4+gRAAKiYswHQMjDMTQBc4srWYRTV/OWfXo3g7xV9FvkC63zNX/syMbn78zWBuRrA6Zn5t4oDgIUSAAGgYlwEQhEBEAAqJm21Ik2SUudTbQIgAFSMEUCKCIA9VrT9V1n5X9JOa/6K5J/vje357hsE+f4OFXxbLiqKbpVYdDUiIrnookz7V6/8ttTzAcBcBEAAqJi0VfIq4JJfaFn6BEAAqJpmK9J04TWAoQaw8uwEAgBQM0YAeywZ6m7G7rQwVx1v97Tt7VtUE9i2LmB2Xb+kkf23kSxbnmn/y/94udMuAkTE7y4CKVGXXbammaVPAASAikmbaaQlAqAawOozBQwAUDNGAAdcfmmSoq3d2ts96dZAyL/35Y35788r3Pqtw2/QyYo3Zdr/z6O/6Oh8gHNaackp4AFb1ovOCYAAUDHNNC21NuugretK50wBAwDUjBFAAKiYZlquxKfO5UF1IQBWTNkav/Yawrnb/V4mNP9eGyU2Pr8QnS77UmRoeXbrt8bKVZn28z/9QUfPB3COKWCKCIAAUDFGACmiBhAAoGaMAAJAxbRKTgFbBqb6BMABl/8lLRq2L1onsMqK33tnNYT5df+KJENDmXbjouyvX7pyNNtuZbeOA7hQzSg5Bdy1nrBUmQIGAKgZI4AAUDHNNI1muAqYuQmAA6bTacdOf4mLt45L57xvqet3f5Oh7ID7sjetzLSbq9+8mN0BKqyZlpvGdRVw9ZkCBgCoGSOAAFAxRgApIgACQMWoAaSIANgNSePs0QNpwfZindf4lWv3e/u3ThR9gx1K8u3ubiWXNLLPt2zF8ky7MbY20/5NjHT19QFgLgIgAFRMq+QUcMsAYOUJgABQMaaAKSIAAkDFuAiEIgJgtzWGih/TRe11a/P/1nayzt+FtJeyor4ub8xft5mvEcxLcg8YWp792S9beVGmPfwHq7P3v+XSTPsD//vD878gAHSJAAgAFXN2BLDMFHAXO8OSZCFoAKiYZlr+6IVf/epX8ZnPfCY2btwYK1eujHe84x3xta99LU6fPt2bF2RORgB7LCmYZmwV/Jbltw/LTzt2Kv9yp3OXeuXbrw/QlG++r/np8fxPIv9RLm/k759/ijffXr4qO+W7Yu1Ypr1qw1sz7ebl78+0n//pzgCosl/+8pfRarXi/vvvj8svvzz+/d//Pf70T/80Tp48Gd/4xjf63b1aEQABoGKW6lXAN954Y9x4442z7be//e3x5JNPxq5duwTARSYAAkDFpFFu4f5z8W96ejpz+/DwcAwPD5d45nbHjx+PNWvWdPU5KaYGEAA4r/Hx8RgbG5s9Jicnu/r8//Ef/xF/8zd/E5/73Oe6+rwUMwK4yJKhXB3ZRfPX+DWK2gXbl7Vv7TZ/zd9S3uqt6L201ey11fglHbVX5Oovh0ezW7m9ae3KTHtkw/+Uaa+9cmP2+f/Xm7LnX6vmD+iNbk0BT01Nxejo6Oztc43+3XXXXXH33XfP+5wHDx6Ma665Zrb93HPPxY033hif+MQn4rOf/eyC+8rCCIAAUDHdWgh6dHQ0EwDnctttt8UnP/nJeR/ztre9bfa/n3vuubjuuutiYmIiHnjggRI9ZaEEQACglIsvvjguvvjiC3rsr3/967juuuvi6quvjt27d0ejYLUMekMABICKWapXAT/33HOxZcuWuPTSS+Mb3/hG/OY3v5m975JLLunJa3J+AmA3JMnZI9rX/Wu01fxlP/L8WnKNxvw1ffl1A19vZav28jV9+bq5fJ3cylydW/78/PeyN75a2T8QRX0t3spt/hq+Vbn3Npart1yT++xHxrK1LSNvzW7d9geXZdf1W7vpbdnn+9+uz7Qv/cazmfZ//V//ZwAshqW6F/CPfvSjePrpp+Ppp5+ODRs2ZO5LB2jd2Sow7goAFdNM09JHL9x6662Rpul5DxaXAAgAUDOmgAGgYlolp4BbBuQqTwDsgnTZikgvWhEREcnKVZn7lq1akWkPrciuJbcs175o9euZ9vDr86/MN3RRto5txcnshtqnTp3JtE+caeXa868L+Fpz7hrD/B+X9nPnf+6VuYX6xnLvZXTZ/DV7+fbqN78p+3z5mr0r1mfal1x/baa97i//R6Z96vhvMu04Grn2yWz7+48EwFKwVC8CYekwBQwAUDNGAEs4V7T66qsnfn/jyd9mHjPz2kym/eqp7Ajda6ezI36/fT07YjdzJtduZtunm9lxuDOtbPtUrv1a7qrh13Lf8l7PtU/ldw55Q/vMPPedt537NtpIsyOAM7l2/rVfy30h/W1ucDTJfRZDuc9y+Uz2s3/Tydcy7fRM9meVNrOPBygjbZ79e78YFzy8Fq1SV/KeXtL7QtENSerSmwV79tlnY3x8vN/dAGCATE1NtS2B0i2nTp2KjRs3xgsvvFD6uS655JI4duxYrFixovjBDBwBsIRWqxXPPfdcjIyMRFKwJy9nTU9Px/j4eNv+klwYn9/C+ewWzmdXzrnP75lnnokkSWL9+vU93f3i1KlTcfp0+RmM5cuXC38VZgq4hEaj0bNvcVV3oftLcn4+v4Xz2S2cz66csbGxRfn8VqxYIbhRyEUgAAA1IwACANSMAMiiGh4ejq997WsxPDxc/GDa+PwWzme3cD67cnx+LEUuAgEAqBkjgAAANSMAAgDUjAAIAFAzAiAAQM0IgCya/fv3x7Zt22L9+vWRJEn88Ic/7HeXBsLk5GS8973vjZGRkVi3bl18/OMfjyeffLLf3RoYu3btis2bN88uYjwxMRGPPvpov7s1kCYnJyNJkrjjjjv63ZUl76677ookSTLHJZdc0u9uwSwBkEVz8uTJeM973hP33Xdfv7syUB5//PHYsWNHHDhwIB577LE4c+ZM3HDDDXHy5Ml+d20gbNiwIb7+9a/HoUOH4tChQ/HhD384brrppnjiiSf63bWBcvDgwXjggQdi8+bN/e7KwLjyyivj+eefnz2OHj3a7y7BLFvBsWi2bt0aW7du7Xc3Bs7evXsz7d27d8e6devi8OHDce211/apV4Nj27Ztmfa9994bu3btigMHDsSVV17Zp14NlhMnTsTNN98c3/rWt+Kee+7pd3cGxrJly4z6sWQZAYQBc/z48YiIWLNmTZ97MniazWbs2bMnTp48GRMTE/3uzsDYsWNHfOxjH4uPfOQj/e7KQHnqqadi/fr1sXHjxvjkJz8Z//mf/9nvLsEsI4AwQNI0jZ07d8YHP/jB2LRpU7+7MzCOHj0aExMTcerUqVi9enU89NBDccUVV/S7WwNhz549cfjw4Th06FC/uzJQ3ve+98Xf/d3fxTvf+c548cUX45577okPfOAD8cQTT8TatWv73T0QAGGQ3HbbbfGzn/0sfvKTn/S7KwPlXe96Vxw5ciReeeWV+Id/+IfYvn17PP7440JggampqfjiF78YP/rRj2LFihX97s5AeWO5y1VXXRUTExPxjne8I77zne/Ezp07+9gzOEsAhAFx++23xyOPPBL79++PDRs29Ls7A2X58uVx+eWXR0TENddcEwcPHoxvfvObcf/99/e5Z0vb4cOH46WXXoqrr7569rZmsxn79++P++67L2ZmZmJoaKiPPRwcq1atiquuuiqeeuqpfncFIkIAhCUvTdO4/fbb46GHHop9+/bFxo0b+92lgZemaczMzPS7G0ve9ddf33bl6qc//el497vfHV/+8peFvw7MzMzEL37xi/jQhz7U765ARAiALKITJ07E008/Pds+duxYHDlyJNasWROXXnppH3u2tO3YsSO+973vxcMPPxwjIyPxwgsvRETE2NhYrFy5ss+9W/q+8pWvxNatW2N8fDxeffXV2LNnT+zbt6/t6mrajYyMtNWarlq1KtauXasGtcCXvvSl2LZtW1x66aXx0ksvxT333BPT09Oxffv2fncNIkIAZBEdOnQorrvuutn2uTqY7du3x4MPPtinXi19u3btioiILVu2ZG7fvXt33HrrrYvfoQHz4osvxi233BLPP/98jI2NxebNm2Pv3r3x0Y9+tN9do8KeffbZ+NSnPhUvv/xyvPnNb473v//9ceDAgbjsssv63TWIiIgkTdO0350AAGDxWAcQAKBmBEAAgJoRAAEAakYABACoGQEQAKBmBEAAgJoRAAEAakYABACoGQEQAKBmBEAAgJoRAAEAakYABACoGQEQAKBmBEAAgJoRAAEAakYABACoGQEQAKBmBEAAgJoRAAEAakYABACoGQEQAKBmBEAAgJoRAAEAakYABACoGQEQAKBmBEAAgJoRAAEAakYABACoGQEQAKBmBEAAgJoRAAEAaub/B/gJVh9N4oa3AAAAAElFTkSuQmCC", + "image/png": 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", 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", 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", + "image/png": 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ofJG2rAPgggULYvny5XH99dfH4OBgXHvttfHII4+c9eu3bt0ao6Ojk9fIyMgcVgsA782ZG0FXuUhb1iPg31aW5ZQR72+r1+tRr9fnsCIAgJmXbQC87777YmBgIPr6+uL48eOxffv22L17d+zcubPdpQFAJUXFZwGbAKcv2wD4+uuvx9133x1Hjx6N3t7eWLVqVezcuTNuu+22dpcGAJU4BUwr2QbAb3zjG+0uAQBmRdWDHA6BpE/IBwDITLYdQABIVdWTvE4Bp08ABIAEyXCcixEwAEBmBEAASMxc3wh67969sX79+liyZEkURRHPPvvsrPxczBwBEAASM9ePghsfH49rr702tm3bNks/ETPNHkAAoJKBgYEYGBhodxmcBwEQABLjFDCtCIAAkJgiqp0CPrN2bGxsyvv1ej3q9XqF78x8YQ8gAPCu+vr6ore3d/IaHBxsd0nMEB1AAEhMrSiiVuFxbmfWjoyMRE9Pz+T7un/pEAABIDFFcfqqsj4ioqenZ0oAJB0C4AwoG2WUZdnuMjpOY/StdpcAkKSiLKOo8PfS+a49ceJEHDp0aPL14cOH48CBA7Fo0aK44oorpl0Hs0cABAAqGR4ejrVr106+3rJlS0REbNiwIZ588sk2VcW5CIAAkJqyefqqsv48rFmzxiSswwiAAJCYomxGUSEAVllLZ3AbGACAzOgAAkBq5ngETOcRAAEgNWV5+qqynqQZAQMAZEYHEABSYwRMCwIgACTm9I2gq5wCNgJOnREwAEBmdAABIDVGwLQgAAJAagRAWhAAASA1AiAt2AMIAJAZHUAASE3ZjGjqAHJ2AiAAJKYomxVvAyMAps4IGAAgMzqAAJAah0BoQQAEgNSU5emrynqSZgQMAJAZHUAASI0RMC0IgACQmKIsK54CNgJOnREwAEBmdAABIDVGwLQgAAJAagRAWhAAASA1AiAt2AMIAJAZHUAASIxnAdOKAAgAqWk2T19V1pM0I2AAgMzoAAJAajwLmBYEQABIjVPAtGAEDACQGR1AAEiMU8C0IgACQGqMgGlBAASA1JRlxQDoEEjqBMAZ0CzLaPqH5bydeuvn7S4BALIkAAJAaspGRLNRbT1JEwABIDFlsxllhad5VFlLZ3AbGACAzOgAAkBqmhVHwFXW0hEEQABIjQBIC0bAAACZ0QEEgMSUjUaUjel38aqspTMIgACQmmbz9FVlPUkzAgYAyIwOIACkptmseAhEBzB1AiAAJKZsNqKsEACrrKUzCIAAkJqy4h7AUgcwdfYAAgBkJtsAODg4GDfccEN0d3fH4sWL484774yXX3653WUBQGVnRsBVLtKWbQDcs2dPbNy4Mfbt2xe7du2Kt99+O9atWxfj4+PtLg0AqjnzJJAqF0nLdg/gzp07p7x+4oknYvHixbF///645ZZb2lQVAMDsy7YD+NtGR0cjImLRokVtrgQAKjpzI+gq1zT8/d//fSxbtiwWLlwYq1evjn/7t3+b4R+MmSIARkRZlrFly5a4+eabY+XKlWf9uomJiRgbG5tyAcB8c+ZRcFWu8/Xtb3877r333vjzP//z+NGPfhQf+9jHYmBgIF599dVZ+AmpSgCMiE2bNsWLL74Y3/rWt875dYODg9Hb2zt59fX1zVGFADC//c3f/E187nOfi89//vPxB3/wB/G3f/u30dfXF0NDQ+0ujXeRfQDcvHlzPPfcc/Gv//qvsXTp0nN+7datW2N0dHTyGhkZmaMqAeA8nHkSyLSv8xsBnzp1Kvbv3x/r1q2b8v66devi3//932fyJ2OGZHsIpCzL2Lx5c+zYsSN2794dy5Yta7mmXq9HvV6fg+oAoIKqJ3l/vfa3tzqd7e/BN998MxqNRlx22WVT3r/sssvi2LFj06+DWZNtB3Djxo3xzW9+M5555pno7u6OY8eOxbFjx+KXv/xlu0sDgHmhr69vytanwcHBc359URRTXpdl+Y73mB+y7QCe2ZOwZs2aKe8/8cQTcc8998x9QQAwQ8pmM8oKj4I7s3ZkZCR6enom3z/bFOzSSy+Nrq6ud3T73njjjXd0BZkfsg2AZVm2uwQAmB0zNALu6emZEgDPZsGCBbF69erYtWtX/NEf/dHk+7t27Yo77rhj+nUwa7INgACQrLJiACzPf+2WLVvi7rvvjuuvvz76+/vjsccei1dffTW+8IUvTL8OZo0ACABU9qd/+qfx1ltvxV/+5V/G0aNHY+XKlfFP//RPceWVV7a7NN6FAAgAiZmpPYDn60tf+lJ86UtfmvbnMncEQABIzZn7AFZZT9KyvQ0MAECudAABIDUzdAqYdAmAAJCYstGIsjH9EFdlLZ3BCBgAIDM6gACQmmaz2kEOh0CSJwACQGrsAaQFI2AAgMzoAAJAYspmI8oKXbwqa+kMAuAMaJRlNMqy3WV0nBM/+z/tLgEgSe16EgidQwAEgMSUzTLKRpUAqKmROnsAAQAyowMIAIkpG81qHcAKa+kMAiAAJMYeQFoxAgYAyIwOIAAkxgiYVgRAAEiMAEgrRsAAAJnRAQSAxJSNRjQbFZ4EUmEtnUEABIDElGXFU8ClEXDqjIABADKjAwgAiXEIhFYEQABIjABIKwIgACSmbJYVnwRSzmA1zEf2AAIAZEYHEAAS02w0o1lhjFtlLZ1BAASAxNgDSCtGwAAAmdEBBIDE6ADSigAIAInxJBBaMQIGAMiMDiAAJMYImFYEQABIjABIK0bAAACZ0QEEgMQ0m81oVjgEUmUtnUEABIDEGAHTigAIAIk5HQAbldaTNnsAAQAyowMIAIkpmxVvBG0PYPIEQABITNmsuAdQAEyeETAAQGZ0AAEgNRVPAYdDIMkTAAEgMc1GM5oVQlyVtXQGI2AAgMzoAAJAYpwCphUBEAAS40kgtCIAzoBTzTIuiLLdZXScXxw60u4SWris3QUAwKwQAAEgMWWjjLIx/cZElbV0BgEQABLTbFY8BWwPYPIEQABITNkso2xW6ABWWEtncBsYAIDMCIAAkJhmI6LZKCtcs1fbQw89FDfddFO8733vi9/93d+dvQ/inARAAEjMmdvAVLlmy6lTp+JTn/pUfPGLX5y1z6A1ewABgDnzta99LSIinnzyyfYWkjkBEAASUzbKKGtuA8PZCYAAkJhmo4xmhQDY/HUAHBsbm/J+vV6Per1eqTbmB3sAAYB31dfXF729vZPX4ODgu37dAw88EEVRnPMaHh6e4+o5Fx1AAEhM2WhGWav+LOCRkZHo6emZfP9s3b9NmzbFXXfddc7v+cEPfnDa9TDzBEAASEyzLKNZ4WbOzfL02p6enikB8GwuvfTSuPTSS6f9ecw9ARAAmDOvvvpq/PznP49XX301Go1GHDhwICIili9fHhdffHF7i8tI1nsA9+7dG+vXr48lS5ZEURTx7LPPtrskAKiuUZ4+CTzNK2bxFPBf/MVfxHXXXRf3339/nDhxIq677rq47rrr7BGcY1kHwPHx8bj22mtj27Zt7S4FAGZMs9GsfM2WJ598MsqyfMe1Zs2aWftM3inrEfDAwEAMDAy0uwwAmFFlo4yycB9Azi7rDiAAQI6y7gCer4mJiZiYmJh8/ds3yASA+UAHkFZ0AM/D4ODglBti9vX1tbskAHiH+bwHkPlBADwPW7dujdHR0clrZGSk3SUBAJw3I+Dz4BmIAHSCsiyjrHAj6LI0Ak5d1gHwxIkTcejQocnXhw8fjgMHDsSiRYviiiuuaGNlADB9zUYZzajwJBB7AJOXdQAcHh6OtWvXTr7esmVLRERs2LAhnnzyyTZVBQAwu7IOgGvWrNHmBiA5ZaOMMqZ/kMMp4PRlHQABIEWnA6DbwHB2TgEDAGRGBxAAEuMQCK0IgACQmLLZjLIoKq0nbQIgACRGB5BW7AEEAMiMDiAAJKZsVjwFXOEpInQGARAAUtNoRllOfw9g2AOYPCNgAIDM6AACQGKajTKaFZ501TQCTp4ACACJKRtlpUed2gOYPiNgAIDM6ADOgLG3m/GrCjfczNXPXjja7hLO7aLL2l0BwLQ0y4oj4Apr6QwCIAAkplGW0agQ4qqspTMYAQMAZEYHEAAS0yhPX1XWkzYBEAASYwRMKwIgACRGB5BW7AEEAMiMDiAAJKZZcQTsNjDpEwABIDGNqDgCnrFKmK+MgAEAMqMDCACJaZRlNMIpYM5OAASAxDTKamNcp4DTZwQMAJAZHUAASIwOIK0IgACQGHsAacUIGAAgMzqAAJCYZsURcFMDMHkCIAAkxgiYVgRAAEiMQyC0Yg8gAEBmdAABIDGnO4BVRsAzWAzzkgAIAIkxAqYVI2AAgMzoAAJAYpwCphUBEAASU0ZEs+J60mYEDACQGR1AAEiMETCtCIAAkBingGnFCBgAIDM6gACQGCNgWtEBBIDENMrq12z4n//5n/jc5z4Xy5YtiwsvvDA+/OEPx/333x+nTp2anQ/krHQAASAx87UD+J//+Z/RbDbj0UcfjeXLl8ePf/zj+LM/+7MYHx+Pv/7rv56Vz+TdCYAAwJy4/fbb4/bbb598/aEPfShefvnlGBoaEgDnmAAIAIlpVjwF3JzDLYCjo6OxaNGiuftAIkIABIDkzNQIeGxsbMr79Xo96vV6pdp+03/913/F3/3d38XXv/71GfuevDcOgQAA76qvry96e3snr8HBwXf9ugceeCCKojjnNTw8PGXNkSNH4vbbb49PfepT8fnPf34ufhx+gw5gBeWv/w3pZFnliYuz61Slp0HOrvFGlQHF7CsbTqUBM6ds/Or0f87BLVZ+Gc1KJ3nP/N0xMjISPT09k++frfu3adOmuOuuu875PT/4wQ9O/vcjR47E2rVro7+/Px577LHpF8q0FeVc/C8xUa+99lr09fW1uwwAOsjIyEgsXbp0Vr73yZMnY9myZXHs2LHK3+vyyy+Pw4cPx8KFC2egsv/vZz/7WaxduzZWr14d3/zmN6Orq2tGvz/vjQBYQbPZjCNHjkR3d3cURdHucmbd2NhY9PX1veP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", 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", 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\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -359,9 +350,9 @@ "\n", "fig5 = plt.figure()\n", "plt.plot(t_vec,PV_vec_ise,label='ise')\n", - "# plt.plot(t_vec,PV_vec_iae,'.-',label='iae')\n", + "plt.plot(t_vec,PV_vec_iae,'.-',label='iae')\n", "plt.plot(t_vec,PV_vec_itse,'+',label='itse')\n", - "# plt.plot(t_vec,PV_vec_itae,'*',label='itae')" + "plt.plot(t_vec,PV_vec_itae,'*',label='itae')" ] } ], diff --git a/Turbinendurchfluss über dem Zylinderhub - Francisturbinen M1 und M2_Untertweng.csv b/Turbinen/Durchflusskennlinie.csv similarity index 98% rename from Turbinendurchfluss über dem Zylinderhub - Francisturbinen M1 und M2_Untertweng.csv rename to Turbinen/Durchflusskennlinie.csv index ad80ef2..2eff1de 100644 --- a/Turbinendurchfluss über dem Zylinderhub - Francisturbinen M1 und M2_Untertweng.csv +++ b/Turbinen/Durchflusskennlinie.csv @@ -1,22 +1,22 @@ -,11.4,11.2,11,10.8,10.6,10.4,10.2,10,9.8 -0,0,0,0,0,0,0,0,0,0 -0.05,44.6719225,43.934144,43.3914212,43.005945,42.7411852,42.5620659,42.4351104,42.3285595,42.2124611 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+0.9,816.35361,806.672962,796.856534,786.899741,776.798797,766.550685,756.153132,745.604572,734.904109 +0.95,853.394385,843.377654,833.208949,822.885029,812.403437,801.762466,790.961126,779.999101,768.876705 +1,889.103974,878.779525,868.287549,857.626044,846.793778,835.790258,824.615682,813.270891,801.757325 diff --git a/Turbinen/Turbinen_class_file.py b/Turbinen/Turbinen_class_file.py index 908e692..1b4cecb 100644 --- a/Turbinen/Turbinen_class_file.py +++ b/Turbinen/Turbinen_class_file.py @@ -1,19 +1,30 @@ -def turbine_flux(p,LA,p_exp,cubic_coeff,quadratic_coeff,linear_coeff,const_coeff): - return (p*1e-5)**p_exp*(cubic_coeff*LA**3+quadratic_coeff*LA**2+linear_coeff*LA+const_coeff) +from matplotlib.pyplot import fill +import numpy as np +from scipy.interpolate import interp2d +#importing pressure conversion function +import sys +import os +current = os.path.dirname(os.path.realpath(__file__)) +parent = os.path.dirname(current) +sys.path.append(parent) +from functions.pressure_conversion import pressure_conversion class Francis_turbine_class: - def __init__(self): - pass + def __init__(self,CSV_name='Durchflusskennlinie.csv'): + self.raw_csv = np.genfromtxt(CSV_name,delimiter=',') + + def extract_csv(self,CSV_pressure_unit='bar'): + self.raw_ps_vec,_ = pressure_conversion(self.raw_csv[0,1:],CSV_pressure_unit,'Pa') + self.raw_LA_vec = self.raw_csv[1:,0] + self.raw_Qs_mat = self.raw_csv[1:,1:] + + def get_Q_fun(self): + Q_fun = interp2d(self.raw_ps_vec,self.raw_LA_vec,self.raw_Qs_mat,bounds_error=False,fill_value=None) + return Q_fun + + + + - def set_turbine_flux_parameters(self,p_exp,cubic_coeff,quadratic_coeff,linear_coeff,const_coeff): - # extracted from the Muschelkurve of the Turbine and used to calculate the turbine flux for a given pressure - self.p_exp = p_exp - self.cubic_coeff = cubic_coeff - self.quadratic_coeff = quadratic_coeff - self.linear_coeff = linear_coeff - self.const_coeff = const_coeff - def get_turbine_flux(self,pressure,Leitapparatöffnung): - self.flux = turbine_flux(pressure,Leitapparatöffnung,self.p_exp,self.cubic_coeff,self.quadratic_coeff,self.linear_coeff,self.const_coeff) - return self.flux \ No newline at end of file diff --git a/Turbinen/messy.ipynb b/Turbinen/messy.ipynb index adbe507..b0f9650 100644 --- a/Turbinen/messy.ipynb +++ b/Turbinen/messy.ipynb @@ -2,151 +2,189 @@ "cells": [ { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", + "from numpy.polynomial import Polynomial\n", "from Turbinen_class_file import Francis_turbine_class\n", - "#importing pressure conversion function\n", - "import sys\n", - "import os\n", - "current = os.path.dirname(os.path.realpath('Main_Programm.ipynb'))\n", - "parent = os.path.dirname(current)\n", - "sys.path.append(parent)\n", - "from functions.pressure_conversion import pressure_conversion\n", - "from matplotlib import pyplot as plt\n", - "\n", - "p_exp=0.75\n", - "cubic_coeff=-0.7157\n", - "quadratic_coeff=0.9374\n", - "linear_coeff=0.9696\n", - "const_coeff=-0.0011\n", - "T1 = Francis_turbine_class()\n", - "T1.set_turbine_flux_parameters(p_exp,cubic_coeff,quadratic_coeff,linear_coeff,const_coeff)\n", - "\n", - "pressure,_ = pressure_conversion(5,'bar','Pa')\n", - "\n", - "LA_vec = np.array([0,0.4,0.45,0.5,0.55,0.6,0.65,0.7,0.75,0.8,0.85,0.9,0.95,1.,1.05,1.1,1.15])/1.18\n", - "flux_vec1 = np.empty_like(LA_vec)\n", - "\n", - "n = np.size(flux_vec1)\n", - "for i in range(n):\n", - " flux_vec1[i] = T1.get_turbine_flux(pressure,LA_vec[i])\n", - "\n", - "LA = 0.5\n", - "pressure_vec = np.linspace(0,pressure,500)\n", - "flux_vec2 = np.empty_like(pressure_vec)\n", - "m = np.size(flux_vec2)\n", - "\n", - "for i in range(m):\n", - " flux_vec2[i] = T1.get_turbine_flux(pressure_vec[i],LA)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "f1690b8372ac484f9c3554e7f6d3ae5c", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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6Fezvrb8P6qKBUc3MjgZcNgogAAC/kZV3Rs8s2qrv9+VKkvq0a6Q37oxS02Bu6gz3QAEEAOBX/rP1sMZ/vk35RaXy8/bQ+AGd9ECvltzUGW6FAggAgKQzxQ5N+GqHFmzIkCRFhQXr7SHd1aZxXZOTAVWPAggAsLydWfkaOT9F+3JOyWaTnriujZ66sb28uakz3BQFEABgWYZh6JMfD+rvS3equNSpJoG+mjiku3q35fYucG8UQACAJZ08Xay/frZVK1KPSJKu79BYb94VpYZ1fU1OBlQ/CiAAwHJ+SjuuJxekKCuvSN6eNj3Xv5P+dFUrLvSAZVAAAQCW4XAaeue7vZr87V45DSmiUYDeuTdaXZrzHF9YCwUQAGAJh0+e0VMLN+untOOSpME9wjThtkjV9eVQCOvhrx4A4PZW7MjWXxO36uTpEgX4eOrvt3fR7dFhZscCTEMBBAC4raIShxKW7dTH6w9Kkro2D9Y790arVaMAk5MB5qIAAgDc0r6cAo2Yl6Jd2QWSpKF9IvRMv47y8eLefgAFEADgVgzD0KfJGXp5SarOlDjUMMBHb94dpes7NDE7GlBjUAABAG4jv6hE4z/fpv9szZIkXd22kd6+O0pNgvxMTgbULBRAAIBbSEk/oVELUpRx/Iy8PGx6Or6D/nJNa3l4cG8/4LcogACAWs3pNPTumgN6a8VulToNhdX31+R7o9WjRX2zowE1FgUQAFBrnSgs1phPN2vV7qOSpFu6heq127sq2N/b5GRAzUYBBADUSinpJzRiXooyT56Rr5eHJtwaqSE9w3mcG3AR3OJa+OnTp6tbt24KCgpSUFCQ4uLi9PXXX19wm9WrVysmJkZ+fn5q3bq1ZsyY4aK0AIDLYRiGPlyXprvfXa/Mk2fUqmEdLX7iKt1zRQvKH3CR3GIEMCwsTK+//rratm0rSfr444912223KSUlRZGRkeesn5aWpgEDBmjo0KGaM2eO1q1bpyeeeEKNGzfW4MGDXR0fAHCRCopK9FziNi3ddvYq3/5dmuqfd3ZTkB9TvkBl2AzDMMwOUR0aNGigN954Q48++ug5P3v22We1ZMkS7dy5s2zZsGHDtGXLFq1fv/6if0d+fr6Cg4OVl5enoKCgKskNAKjYzqx8PTF3k9JyC+XlYdP4AZ30yFWtGPVDpXH8dpMRwF9zOBxatGiRCgsLFRcXV+E669evV3x8fLll/fr106xZs1RSUiJv74r/JWm322W328ve5+fnV11wAMB5fbohQ3/7crvspU41C/bTlPt7cJUvcBncpgBu27ZNcXFxKioqUt26dbV48WJ17ty5wnWzs7MVEhJSbllISIhKS0uVm5ur0NDQCrdLSEjQhAkTqjw7AKBiZ4od+tuX2/XZxkOSpGvbN9a/h3RXgwAfk5MBtZtbXAQiSR06dNDmzZv1448/6vHHH9dDDz2k1NTU867/2ymDX2bCLzSVMG7cOOXl5ZW9MjIyqiY8AOAcB46e0u3T1umzjYfkYZPGxrfXhw/3pPwBVcBtRgB9fHzKLgKJjY3Vhg0bNGnSJL377rvnrNu0aVNlZ2eXW5aTkyMvLy81bNjwvL/D19dXvr6+VRscAHCO/2w9rGc/26rCYoca1fXR5Hui1bttI7NjAW7DbQrgbxmGUe58vV+Li4vTV199VW7ZihUrFBsbe97z/wAA1a+41KnXlu3URz/8LEm6IqKB3rk3WiE8yxeoUm5RAMePH6/+/fsrPDxcBQUFWrBggZKSkrR8+XJJZ6duMzMzNXv2bElnr/idMmWKxowZo6FDh2r9+vWaNWuW5s+fb+bHAABLO3TitIbPS9GWjJOSpGHXttHY+Pby8nSbs5WAGsMtCuCRI0f0wAMPKCsrS8HBwerWrZuWL1+um266SZKUlZWl9PT0svUjIiK0bNkyjR49WlOnTlWzZs00efJk7gEIACb5btcRjV64RXlnShTs7623745S304hv78hgEvitvcBdAXuIwQAl6fU4dTbK/doWtJ+SVK3sGBNva+HwhvUMTkZ3BnHbzcZAQQA1D45+UUaOT9F/0s7Lkl6MK6lnr+lk3y9PE1OBrg/CiAAwOXW7z+mkfNTlHvKrgAfT70+uJsGRjUzOxZgGRRAAIDLGIahWd+nKeHrXXI4DXUICdS0P/ZQm8Z1zY4GWAoFEADgEoX2Uj2buFX/2ZolSbo9urleu72r/H2Y8gVcjQIIAKh2abmFGvbJRu0+UiAvD5v+9ofOejCu5QWfvgSg+lAAAQDV6tudR/TUws0qKCpV40BfTbu/h3q2amB2LMDSKIAAgGrhdBqa9O1eTfp2ryQppmV9Tbu/B0/1AGoACiAAoMrlnS7RUwtTtGr3UUlnb/Hywi2d5ePFUz2AmoACCACoUjuz8jVszkYdPHZavl4e+sftXXVnTJjZsQD8CgUQAFBlvtycqecSt+lMiUPN6/nr3Qdi1KV5sNmxAPwGBRAAcNlKHE69/vUuzfo+TZLUp10jTb4nWvUDfExOBqAiFEAAwGU5WmDXiHmbyh7p9sR1bfR0fAd5enCLF6CmogACAC5ZSvoJPT5nk7LzixTg46m37o7SzV1CzY4F4HdQAAEAlWYYhub/lKGXl+xQscOpNo0D9O4DsWrbhEe6AbUBBRAAUClFJQ699OUOLUzOkCT1iwzRm3dFKdDP2+RkAC4WBRAAcNEyT57R43M2auuhPHnYpLH9Oujxa9vwSDeglqEAAgAuyg/7cjVifoqOFxarXh1vTb4nWte0b2x2LACXgAIIALggwzA06/s0vbZsp5yGFNksSDP+GKPwBnXMjgbgElEAAQDnVVTi0PjF2/T5pkxJ0h09muu127vKz9vT5GQALgcFEABQoey8Iv3lk2RtOZQnTw+bXrilkx7u3Yrz/QA3QAEEAJxj48ETGjZno44W2FWvjrem3tdDV7VtZHYsAFWEAggAKOfTDRl64YvtKnY41SEkUO89GKsWDTnfD3AnFEAAgKSzz/P9+39S9fH6g5KkmyOb6q27oxTgy6ECcDf8vxoAoOOFxXpi7kb9eODs83zH3NReI65vKw+e5wu4JQogAFhc6uF8/fmTZB06cUYBPp7695Duio9sanYsANWIAggAFrZ0a5bGLtqiMyUOtWxYR+89GKv2IYFmxwJQzSiAAGBBTqehf3+zR+98t0+S1KddI71zb7Tq1fExORkAV6AAAoDFFBSVaPTCzfpmZ44kaWifCD17c0d5eXqYnAyAq1AAAcBC0nILNXR2svblnJKPl4dev6Or7ugRZnYsAC5GAQQAi1i956hGztuk/KJSNQ3y07sPxCgqvJ7ZsQCYgAIIAG7OMAzNXHNA/1y+S05DimlZX9P/2ENNAv3MjgbAJG5xwkdCQoJ69uypwMBANWnSRIMGDdLu3bsvuE1SUpJsNts5r127drkoNQBUv6ISh55auFkJX58tf0NiwzVv6JWUP8Di3GIEcPXq1Ro+fLh69uyp0tJSPf/884qPj1dqaqoCAgIuuO3u3bsVFBRU9r5x48bVHRcAXOLwyTP6yycbtS0zT14eNr04sLMe6NVSNhs3dwaszi0K4PLly8u9//DDD9WkSRNt3LhR11xzzQW3bdKkierVq1eN6QDA9TYePKG/fLJRuafsahDgo6n39VBcm4ZmxwJQQ7jFFPBv5eXlSZIaNGjwu+tGR0crNDRUffv21apVq6o7GgBUu883HdK9M39U7im7OjYN1JfDr6L8ASjHLUYAf80wDI0ZM0ZXX321unTpct71QkNDNXPmTMXExMhut+uTTz5R3759lZSUdN5RQ7vdLrvdXvY+Pz+/yvMDwKVyOA298d/dmrF6vySpX2SI3r67uwJ83e6rHsBlshmGYZgdoioNHz5cS5cu1ffff6+wsMrd22rgwIGy2WxasmRJhT9/+eWXNWHChHOW5+XllTuPEABc7ZS9VE8tSCm7ufPIG9pq9I3t5eHB+X7Ab+Xn5ys4ONjSx2+3mgIeOXKklixZolWrVlW6/ElSr169tHfv3vP+fNy4ccrLyyt7ZWRkXE5cAKgSGcdPa/C0H/TNzhz5enlo0j3d9XR8B8ofgPNyi3kBwzA0cuRILV68WElJSYqIiLik/05KSopCQ0PP+3NfX1/5+vpeakwAqHL/O3BMw+Zs1InTJWoS6KuZD8aqOzd3BvA73KIADh8+XPPmzdOXX36pwMBAZWdnS5KCg4Pl7+8v6ezoXWZmpmbPni1Jmjhxolq1aqXIyEgVFxdrzpw5SkxMVGJiommfAwAqY8FP6Xrhi+0qdRrq2jxY7z0Yq6bB3N8PwO9ziwI4ffp0SdJ1111XbvmHH36ohx9+WJKUlZWl9PT0sp8VFxdr7NixyszMlL+/vyIjI7V06VINGDDAVbEB4JKUOpx6bdkufbAuTZL0h26heuPOKPn7eJqcDEBt4XYXgbgSJ5ECcLW8MyUaOT9Fa/YclSSNuam9Rt7Qlps7A5XA8dtNRgABwArScgv16McbdOBoofy9PfX23VHq3/X85y0DwPlQAAGgFli3L1dPzN2kvDMlCg3203sPxqpL82CzYwGopSiAAFDDfbL+Z738VaocTkPRLerp3Qdi1CSQiz0AXDoKIADUUCUOpyZ8tUNzfjx7Adsd0c312h1d5efNxR4ALg8FEABqoJOni/XE3E36Yf8x2WzSX/t11LBrW3OxB4AqQQEEgBpmX06BHv04WQePnVaAj6cm3hOtmzqHmB0LgBuhAAJADZK0O0cj56WowF6qsPr+ev+hWHVsas3bVACoPhRAAKgBDMPQB+t+1j+WpsppSFe0aqDpf+yhhnV5/CSAqkcBBACTlTicemnJDs3739mLPYbEhuvVQV3k4+VhcjIA7ooCCAAmyjtdoifmbdS6fWcv9nh+QCc9enUEF3sAqFYUQAAwSVpuoR79aIMO5Baqjo+nJt8TrRu52AOAC1AAAcAE6/cf07A5G5V3pkTNgv30/kM91bkZF3sAcA0KIAC42MIN6Xp+8XaVOg1FhdfTew/yZA8ArkUBBAAXcTgN/XP5Ls1cc0CS9IduoXrzriie7AHA5SiAAOAChfZSPblgs77ZeUSS9GTfdnrqxnZc7AHAFBRAAKhmh0+e0aMfJ2tnVr58vDz0xp3ddFv35mbHAmBhFEAAqEabM05q6OxkHS2wq1FdH818MFY9WtQ3OxYAi6MAAkA1+c/Ww3r60y2ylzrVsWmg3n8oVmH165gdCwAogABQ1QzD0Dvf7dPbK/dIkm7o2EST741WXV++cgHUDHwbAUAVKipx6NnErfpy82FJ0mNXR2jcgE7y9OBiDwA1BwUQAKrI0QK7/vJJsjaln5SXh02vDuqie69oYXYsADgHBRAAqsCu7Hw9+lGyMk+eUZCfl2b8MUa92zYyOxYAVIgCCACX6btdRzRyXooKix2KaBSgWQ/FqnXjumbHAoDzogACwCUyDEMfrPtZ/1iaKqchxbVuqOl/7KF6dXzMjgYAF0QBBIBLUOJw6uUlOzT3f+mSpHt6huuV27rIx8vD5GQA8PsogABQSflFJRo+d5PW7s2VzSaN799Jj/WJ4LFuAGoNCiAAVELG8dP600cbtDfnlPy9PTXpnu6Kj2xqdiwAqBQKIABcpI0HT+jPs5N1rLBYIUG+mvVQT3VpHmx2LACoNAogAFyEJVsOa+yiLSoudSqyWZBmPdRTTYP9zI4FAJeEAggAF/Dbx7rd2ClEk+7prgAe6wagFuMbDADOw17q0HOJ27Q4JVOSNLRPhJ7rz2PdANR+FEAAqMDxwmL95ZNkbfj5hDw9bHr1ti6670oe6wbAPbjFDasSEhLUs2dPBQYGqkmTJho0aJB27979u9utXr1aMTEx8vPzU+vWrTVjxgwXpAVQ0+3LOaXbp63Thp9PKNDPSx890pPyB8CtuEUBXL16tYYPH64ff/xRK1euVGlpqeLj41VYWHjebdLS0jRgwAD16dNHKSkpGj9+vEaNGqXExEQXJgdQ0/ywL1d3TFung8dOK7yBvz5/vLf6tGtsdiwAqFI2wzAMs0NUtaNHj6pJkyZavXq1rrnmmgrXefbZZ7VkyRLt3LmzbNmwYcO0ZcsWrV+//qJ+T35+voKDg5WXl6egoKAqyQ7APAs3pOv5xdtV6jTUo0U9zXwwVo3q+podC0AV4/jtJiOAv5WXlydJatCgwXnXWb9+veLj48st69evn5KTk1VSUlKt+QDULE6noYSvd+rZxG0qdRq6NaqZ5g3tRfkD4Lbc7iIQwzA0ZswYXX311erSpct518vOzlZISEi5ZSEhISotLVVubq5CQ0PP2cZut8tut5e9z8/Pr7rgAExxurhUoxdu1n93HJEkPdm3nZ66sR2PdQPg1tyuAI4YMUJbt27V999//7vr/vYL/pfZ8PN98SckJGjChAmXHxJAjXAkv0iPfZysbZl58vH00L/u7KZB0c3NjgUA1c6tpoBHjhypJUuWaNWqVQoLC7vguk2bNlV2dna5ZTk5OfLy8lLDhg0r3GbcuHHKy8sre2VkZFRZdgCulXo4X4OmrtO2zDw1CPDR3KFXUv4AWIZbjAAahqGRI0dq8eLFSkpKUkRExO9uExcXp6+++qrcshUrVig2Nlbe3t4VbuPr6ytfX84JAmq7b3ce0cj5KTpd7FCbxgH64OGeatkwwOxYAOAybjECOHz4cM2ZM0fz5s1TYGCgsrOzlZ2drTNnzpStM27cOD344INl74cNG6aDBw9qzJgx2rlzpz744APNmjVLY8eONeMjAHABwzD0wfdpGjo7WaeLHerdpqE+f/wqyh8Ay3GLEcDp06dLkq677rpyyz/88EM9/PDDkqSsrCylp6eX/SwiIkLLli3T6NGjNXXqVDVr1kyTJ0/W4MGDXRUbgAuVOpx65T+pmr3+oCTpnp7henVQF3l7usW/gwGgUtzyPoCuwn2EgNqhoKhEI+enKGn3Udls0nM3d9Sfr2nNlb6ARXH8dpMRQAA4n8yTZ/ToRxu0K7tAft4emjiku27ucu5tngDASiiAANzWloyTevTjZOWesqtxoK/efzBWUeH1zI4FAKajAAJwS8u3Z+mphZtVVOJUx6aBmvVwTzWv5292LACoESiAANyKYRh6d80Bvf71LknSdR0a6517oxXoV/HtnQDAiiiAANxGicOpv32xXQs2nL1J+4NxLfXiHzrLiyt9AaAcCiAAt5B3pkRPzN2odfuOycMm/e0PnfXIVb9/U3gAsCIKIIBaL/3YaT3y0U/af7RQdXw89c690erbKcTsWABQY1EAAdRqGw8e159nb9SxwmI1DfLTrIdjFdks2OxYAFCjUQAB1FpLthzW2EVbVFzqVJfmQZr1UE+FBPmZHQsAajwKIIBaxzAMTflun95auUeSdGOnEE2+t7vq+PCVBgAXg29LALWKvdShcYnb9HlKpiTpsasjNG5AJ3l68Fg3ALhYFEAAtcaJwmL9Zc5G/ZR2XJ4eNk24NVJ/7NXS7FgAUOtQAAHUCgeOntKfPtqgn4+dVqCvl6be30PXtG9sdiwAqJUogABqvB8PHNOwORt18nSJmtfz1wcP91SHpoFmxwKAWosCCKBGS9x4SM99vlUlDkPdw+vpvQdj1TjQ1+xYAFCrUQAB1EhOp6G3V+7RlFX7JEkDujbV23d3l5+3p8nJAKD2owACqHGKShwau2iL/rM1S5I0/Po2evqmDvLgSl8AqBIUQAA1ytECu/78SbJS0k/K29Om127vqrtiw82OBQBuhQIIoMbYc6RAf/pogw6dOKNgf2/N+GOM4to0NDsWALgdCiCAGmHNnqMaPneTCuylatWwjj54uKdaN65rdiwAcEsUQACmm/u/g3rxyx1yOA1d0aqBZjwQowYBPmbHAgC3RQEEYBqH01DCsp16//s0SdId0c2VMLirfL240hcAqhMFEIApCu2lenLBZn2z84gk6emb2mvEDW1ls3GlLwBUNwogAJfLzivSox9v0I7D+fLx8tCbd0Xp1qhmZscCAMugAAJwqe2ZeXr04w06km9XwwAfzXwwVjEt65sdCwAshQIIwGW+ST2iUQtSdLrYobZN6urDh3sqvEEds2MBgOVQAAFUO8MwNOv7NP1j2U4ZhnR120aaen8PBft7mx0NACyJAgigWpU6nHr5qx2a82O6JOneK8L1ym1d5O3pYXIyALAuCiCAapNfVKLhczdp7d5c2WzS+P6d9FifCK70BQCTUQABVIuM46f16McbtOfIKfl7e2riPd3VL7Kp2bEAAKIAAqgGKeknNHR2snJPFatJoK9mPdRTXcOCzY4FAPg/FEAAVeo/Ww/r6U+3yF7qVKfQIH3wcKxCg/3NjgUA+BW3OQt7zZo1GjhwoJo1ayabzaYvvvjigusnJSXJZrOd89q1a5drAgNuxjAMTf52r0bMS5G91KkbOjbRomFxlD8AqIHcZgSwsLBQUVFReuSRRzR48OCL3m737t0KCgoqe9+4cePqiAe4NXupQ88lbtPilExJ0qNXR2j8gE7y9OBiDwCoidymAPbv31/9+/ev9HZNmjRRvXr1qj4QYBHHTtn1l082KvngCXl62DTh1kj9sVdLs2MBAC7AbaaAL1V0dLRCQ0PVt29frVq1yuw4QK2y90iBBk1bp+SDJxTo56WPHulJ+QOAWsBtRgArKzQ0VDNnzlRMTIzsdrs++eQT9e3bV0lJSbrmmmsq3MZut8tut5e9z8/Pd1VcoMZZs+eohs/dpAJ7qVo0qKMPHo5V2yaBZscCAFwEyxbADh06qEOHDmXv4+LilJGRoTfffPO8BTAhIUETJkxwVUSgxvrkx4N6eckOOZyGeraqr3cfiFWDAB+zYwEALpLlp4B/rVevXtq7d+95fz5u3Djl5eWVvTIyMlyYDjCfw2no5SU79LcvtsvhNHRHdHPNeexKyh8A1DKWHQGsSEpKikJDQ8/7c19fX/n6+rowEVBzFBSVaNT8FK3afVSS9Ey/DnriujY81g0AaiG3KYCnTp3Svn37yt6npaVp8+bNatCggVq0aKFx48YpMzNTs2fPliRNnDhRrVq1UmRkpIqLizVnzhwlJiYqMTHRrI8A1FiHTpzWox8la/eRAvl6eejfQ7prQNfz/2MJAFCzuU0BTE5O1vXXX1/2fsyYMZKkhx56SB999JGysrKUnp5e9vPi4mKNHTtWmZmZ8vf3V2RkpJYuXaoBAwa4PDtQk519rNtG5Z6yq3Ggr95/MFZR4fXMjgUAuAw2wzAMs0PUVvn5+QoODlZeXl65m0kD7uKrLYf19KItKi51qmPTQM16uKea1+PJHgBqN47fbjQCCKDqnH2s2z79+5s9kqS+HZto0r3RquvLVwYAuAO+zQGUU1Ti0HOJW/XF5sOSeKwbALgjCiCAMsdO2fXnTzZq4/891u2V2yJ1/5U82QMA3A0FEICks491+9PHG5Rx/IwC/bw0/f4YXd2ukdmxAADVgAIIQKt25WjU/JRfPdatp9o2qWt2LABANaEAAhZW4nDqzf/u1rtrDkiSrmjVQDMeiOHJHgDg5iiAgEVlnjyjkfM2aVP6SUnSQ3EtNf6WTvL18jQ3GACg2lEAAQv6JvWInl60RXlnShTo56V/De6m/jzZAwAsgwIIWEhxqVP/Wr5L73+fJkmKCgvWO/f2UIuGdUxOBgBwJQogYBEZx09rxPwUbck4KUn601UReq5/R/l4eZgbDADgchRAwAL+uyNbzyzaovyiUgX5eenNu6IUH9nU7FgAAJNQAAE3Zi91KGHZLn30w8+SpO7h9TTlvmiF1WfKFwCsjAIIuKn0Y6c1fN4mbcvMkyQN7ROhZ/ox5QsAoAACbmnZtiw9+9lWFdhLVa+Ot966K0p9O4WYHQsAUENQAAE3UlTi0D+W7tQnPx6UJMW0rK937o1Ws3r+JicDANQkFEDATaTlFmr43E1KzcqXJA27to2ejm8vb0+mfAEA5VEAATewZMthjUvcqsJihxoE+Oitu6N0fYcmZscCANRQFECgFisqcWjCV6ma/1O6pLPP8p18b7SaBvuZnAwAUJNRAIFaav/RUxo+d5N2ZRfIZpNGXN9WT/ZtJy+mfAEAv4MCCNRCi1MO6fnF23W62KFGdX307yHd1addY7NjAQBqCQogUIucKXbopSXb9WnyIUlSXOuGmnRPdzUJYsoXAHDxKIBALbH3SIGGz9ukPUdOyWaTRt3QTqP6tpOnh83saACAWoYCCNQCi5Iz9OKXO3SmxKHGgb6aNKS7erdtZHYsAEAtRQEEarDTxaV64Yvt+nxTpiTp6raN9O8h3dU40NfkZACA2owCCNRQu7ML9MTcjdp/tFAeNmn0je31xPVtmfIFAFw2CiBQwxiGoU//b8rXXupUSJCvJt0TrV6tG5odDQDgJiiAQA1yyl6qFxZv0xebD0uSrmnfWP++O0oN6zLlCwCoOhRAoIZIPZyvEfM26UBuoTw9bHo6vr2GXdNGHkz5AgCqGAUQMJlhGJr3U7omfJWq4lKnQoP9NPneaPVs1cDsaAAAN0UBBExUUFSicZ9v03+2ZkmSbujYRG/eFaUGAT4mJwMAuDMKIGCS7Zl5GjFvk34+dlpeHjb99eYOeuzq1kz5AgCqHQUQcDHDMDR7/UH9Y+lOFTucal7PX5PvjVZMy/pmRwMAWISH2QGqypo1azRw4EA1a9ZMNptNX3zxxe9us3r1asXExMjPz0+tW7fWjBkzqj8oLC3vTImemLtJLy3ZoWKHUzd2CtHSUVdT/gAALuU2BbCwsFBRUVGaMmXKRa2flpamAQMGqE+fPkpJSdH48eM1atQoJSYmVnNSWNWWjJP6wztr9fX2bHl72vTCLZ303oMxqleH8/0AAK7lNlPA/fv3V//+/S96/RkzZqhFixaaOHGiJKlTp05KTk7Wm2++qcGDB1dTSliRYRj6cN3PSvh6p0ochsLq+2vKfT3UPbye2dEAABblNgWwstavX6/4+Phyy/r166dZs2appKRE3t7e52xjt9tlt9vL3ufn51d7TtRueadL9MxnW7Qi9Ygk6ebIpvrnnd0U7H/u3xcAAK7iNlPAlZWdna2QkJByy0JCQlRaWqrc3NwKt0lISFBwcHDZKzw83BVRUUulpJ/QgMlrtSL1iHw8PTTh1khN/2MPyh8AwHSWLYCSZLOVv92GYRgVLv/FuHHjlJeXV/bKyMio9oyofQzD0HtrDuiuGeuVefKMWjaso8THe+uh3q3O+7cFAIArWXYKuGnTpsrOzi63LCcnR15eXmrYsGGF2/j6+srXl2ey4vxOFBZr7KIt+nZXjiTplm6hSrijq4L8GPUDANQcli2AcXFx+uqrr8otW7FihWJjYys8/w/4PRsPHtfIeSk6nFckHy8PvfiHzrr/yhaM+gEAahy3KYCnTp3Svn37yt6npaVp8+bNatCggVq0aKFx48YpMzNTs2fPliQNGzZMU6ZM0ZgxYzR06FCtX79es2bN0vz58836CKilnE5D7645oDdX7JbDaSiiUYCm3BetyGbBZkcDAKBCblMAk5OTdf3115e9HzNmjCTpoYce0kcffaSsrCylp6eX/TwiIkLLli3T6NGjNXXqVDVr1kyTJ0/mFjColGOn7Hp60RYl7T4qSbo1qpleu6Or6vq6zf+1AABuyGb8cuUDKi0/P1/BwcHKy8tTUFCQ2XHgYj+lHdfI+Zt0JN8uXy8PvXxrpO7pGc6ULwDUcBy/3WgEEHAVp9PQtKR9envlHjkNqXXjAE29r4c6hVrzSwQAUPtQAIFKyD1l1+iFm7V279l7Rd4R3VyvDuqiAKZ8AQC1CEct4CKt339MTy5IUU6BXX7eHnrlti66KyaMKV8AQK1DAQR+h8Np6J3v9mryt3vlNKR2Tepq6v091D4k0OxoAABcEgogcAE5BUV6asFm/bD/mCTprpgwTbgtUnV8+L8OAKD24igGnMf3e3P11MIU5Z4qlr+3p/5xexfd0SPM7FgAAFw2CiDwG6UOpyZ9u1dTVu2TYUgdQgI19f4eatukrtnRAACoEhRA4FeO5Bdp5PwU/ZR2XJJ07xXhemlgpPy8PU1OBgBA1aEAAv9n9Z6jGr1ws44XFivAx1Ov3dFVt3VvbnYsAACqHAUQllfqcOqtlXs0PWm/JKlTaJCm3het1o2Z8gUAuCcKICwtK++MRs1P0YafT0iS/tirhV64pTNTvgAAt0YBhGWt2pWjMZ9u1onTJarr66XXB3fVH7o1MzsWAADVjgIIyylxOPXmf3fr3TUHJEldmgdp6n091LJhgMnJAABwDQogLCXz5BmNnLdJm9JPSpIe7t1K4wZ0lK8XU74AAOugAMIyVqYe0dhFW5R3pkSBfl56485uurlLqNmxAABwOQog3F5xqVP/XL5Ls75PkyRFhQVryn09FN6gjsnJAAAwBwUQbi3j+GmNmJ+iLRknJUl/uipCz/XvKB8vD3ODAQBgIgog3Nby7dl65rMtKigqVZCfl968K0rxkU3NjgUAgOkogHA79lKHEpbt0kc//CxJim5RT+/cG62w+kz5AgAgUQDhZg4eK9SIeSnalpknSfrzNa31TL8O8vZkyhcAgF9QAOE2lm7N0nOJW1VgL1W9Ot56++4o3dAxxOxYAADUOBRA1HpFJQ79fWmq5vyYLkmKbVlfk++NVrN6/iYnAwCgZqIAolZLyy3U8LmblJqVL0l6/Lo2GnNTe6Z8AQC4AAogaq0vN2dq/OfbVFjsUIMAH719d5Su69DE7FgAANR4FEDUOkUlDk34aofm/5QhSboiooEm3xOtpsF+JicDAKB2oACiVtmXc0oj5m3SruwC2WzSiOvb6sm+7eTFlC8AABeNAoha4/NNh/TCF9t1utihRnV9NHFItK5u18jsWAAA1DoUQNR4Z4odevHL7Vq08ZAkKa51Q026p7uaBDHlCwDApaAAokbbe6RAT8zdpL05p2SzSU/2baeRN7STp4fN7GgAANRaFEDUWIuSM/S3L7erqMSpxoG+mnRPd/Vuw5QvAACXiwKIGqfQXqq/fbldn2/KlCT1addIb9/dXY0DfU1OBgCAe6AAokbZlZ2v4XM3af/RQnnYpDE3tdcT17WVB1O+AABUGbe6d8a0adMUEREhPz8/xcTEaO3ateddNykpSTab7ZzXrl27XJgYvzAMQwt+StdtU9Zp/9FChQT5av7QXhpxQzvKHwAAVcxtRgAXLlyop556StOmTdNVV12ld999V/3791dqaqpatGhx3u12796toKCgsveNGzd2RVz8yil7qZ5fvE1fbj4sSbq2fWO9fXeUGtZlyhcAgOpgMwzDMDtEVbjyyivVo0cPTZ8+vWxZp06dNGjQICUkJJyzflJSkq6//nqdOHFC9erVu6TfmZ+fr+DgYOXl5ZUrkbh4qYfzNWLeJh3ILZSnh01j4zvoL9e0ZtQPAFBtOH67yRRwcXGxNm7cqPj4+HLL4+Pj9cMPP1xw2+joaIWGhqpv375atWrVBde12+3Kz88v98KlMQxDc348qEHT1ulAbqFCg/208M+99Ph1bSh/AABUM7cogLm5uXI4HAoJCSm3PCQkRNnZ2RVuExoaqpkzZyoxMVGff/65OnTooL59+2rNmjXn/T0JCQkKDg4ue4WHh1fp57CK/KISjZifohe+2K7iUqdu6NhEy0b1UWyrBmZHAwDAEtzmHEBJstnKjxwZhnHOsl906NBBHTp0KHsfFxenjIwMvfnmm7rmmmsq3GbcuHEaM2ZM2fv8/HxKYCVtO5SnEfM36eCx0/LysOmvN3fQY1cz5QsAgCu5RQFs1KiRPD09zxnty8nJOWdU8EJ69eqlOXPmnPfnvr6+8vXlwoRLYRiGZq8/qH8s3alih1PN6/nrnfui1aNFfbOjAQBgOW4xBezj46OYmBitXLmy3PKVK1eqd+/eF/3fSUlJUWhoaFXHs7y8MyV6fM4mvbRkh4odTt3YKURLR11N+QMAwCRuMQIoSWPGjNEDDzyg2NhYxcXFaebMmUpPT9ewYcMknZ2+zczM1OzZsyVJEydOVKtWrRQZGani4mLNmTNHiYmJSkxMNPNjuJ0tGSc1Yv4mZRw/I29Pm57r30l/uqrVeafmAQBA9XObAjhkyBAdO3ZMr7zyirKystSlSxctW7ZMLVu2lCRlZWUpPT29bP3i4mKNHTtWmZmZ8vf3V2RkpJYuXaoBAwaY9RHcimEY+mDdz3r9650qcRgKq++vqff1UFR4PbOjAQBgeW5zH0AzcB+hip08XaxnPtuqlalHJEk3RzbVP+/spmB/b5OTAQDA8VtyoxFA1Ayb0k9o5LwUZZ48Ix9PD73wh056oFdLpnwBAKhBKICoEk6nofe/P6B/Ld+tUqehlg3raOp9PdSlebDZ0QAAwG9QAHHZThQW6+lFW/TdrhxJ0i3dQvX6HV0V6MeULwAANREFEJcl+efjGjk/RVl5RfLx8tCLf+is+69swZQvAAA1GAUQl8TpNDRjzX69tWKPHE5DEY0CNOW+aEU2Y8oXAICajgKISjt2yq4xn27R6j1HJUm3dW+mf9zeVXV9+XMCAKA24IiNSvnfgWMatSBFR/Lt8vXy0IRbIzWkZzhTvgAA1CIUQFwUp9PQtKR9envlHjkNqU3jAE29v4c6NrXm/ZMAAKjNKID4XUcL7Brz6Wat3ZsrSbqjR3O9elsXBTDlCwBArcQRHBf0w75cPblws44W2OXn7aFXb+uiu2LDzY4FAAAuAwUQFXI4DU3+dq8mf7dXhiG1a1JX0+7voXYhgWZHAwAAl4kCiHPk5BfpyQWbtf7AMUnS3bFhmnBrF/n7eJqcDAAAVAUKIMpZu/eoRi/crNxTxarj46m/D+qiO3qEmR0LAABUIQogJEmlDqcmfrNXU5P2yTCkjk0DNeW+HmrbpK7Z0QAAQBWjAELZeUUatSBFP6UdlyTde0W4XhoYKT9vpnwBAHBHFECLS9qdozGfbtHxwmIF+HjqtTu66rbuzc2OBQAAqhEF0KJKHU69tXKPpiftlyR1Dg3SlPui1boxU74AALg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", 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+ "\n", + "ps_vec = np.linspace(p_min,p_max,n_p)\n", + "ind1 = np.argmin(np.abs(ps_vec-np.min(ps)))\n", + "ind2 = np.argmin(np.abs(ps_vec-np.max(ps)))\n", + "LA_vec = np.linspace(0,1,n_LA)\n", + "\n", + "Q_int = np.reshape(Q_fun(ps_vec,LA_vec),[n_LA,n_p])" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "fit_coeff_matrx = np.empty([n_LA,6])\n", + "\n", + "for i in range(n_LA):\n", + " x = ps_vec\n", + " y = Q_int[i,:]\n", + " fit_coeff_matrx[i,:] = np.polynomial.polynomial.Polynomial.fit(x,y,5).convert().coef\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "[0. 0.33898305 0.38135593 0.42372881 0.46610169 0.50847458\n", - " 0.55084746 0.59322034 0.63559322 0.6779661 0.72033898 0.76271186\n", - " 0.80508475 0.84745763 0.88983051 0.93220339 0.97457627]\n", - "[-3.67807168e-03 1.36227725e+00 1.55581498e+00 1.75077663e+00\n", - " 1.94606981e+00 2.14060215e+00 2.33328126e+00 2.52301477e+00\n", - " 2.70871029e+00 2.88927545e+00 3.06361786e+00 3.23064514e+00\n", - " 3.38926492e+00 3.53838482e+00 3.67691244e+00 3.80375543e+00\n", - " 3.91782138e+00]\n" - ] + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ddc6b00b9a93476d9413e042c79ee435", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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", 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\n", + " \n", + "
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", + "text/html": [ + "\n", + "
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for pressure conversion in print statements and plot labels \n", + "conversion_pressure_unit = 'bar' # for pressure conversion in print statements and plot labels\n", + "area_base = 20. # total base are of the cuboid reservoir [m²] \n", + "area_outflux = A_pipe # outlfux area of the reservoir, given by pipeline area [m²]\n", + "critical_level_low = 0. # for yet-to-be-implemented warnings[m]\n", + "critical_level_high = np.inf # for yet-to-be-implemented warnings[m]\n", + "\n", + "# make sure e-RK4 method of reservoir has a small enough timestep to avoid runaway numerical error\n", + "nt_eRK4 = 1000 # number of simulation steps of reservoir in between timesteps of pipeline \n", + "simulation_timestep = dt/nt_eRK4\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Ideas for checks after constant definitions: \n", + "\n", + "- Check that the initial pressure is not negative:\n", + " - may happen, if there is too little hydraulic head to create the initial flow conditions with the given friction\n", + "
\n", + "
\n", + "- plausbility checks?\n", + " - area > area_outflux ?\n", + " - propable ranges for parameters?\n", + " - angle and height/length fit together?\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "# create objects\n", + "\n", + "V = Ausgleichsbecken_class(area_base,area_outflux,critical_level_low,critical_level_high,simulation_timestep)\n", + "V.set_initial_level(initial_level) \n", + "V.set_influx(initial_influx)\n", + "V.set_outflux(initial_outflux)\n", + "V.set_pressure(initial_pipeline_pressure,initial_pressure_unit,conversion_pressure_unit)\n", + "\n", + "pipe = Druckrohrleitung_class(L,D,n,alpha,f_D)\n", + "pipe.set_pressure_propagation_velocity(c)\n", + "pipe.set_number_of_timesteps(nt)\n", + "pipe.set_initial_pressure(p_init,initial_pressure_unit,conversion_pressure_unit)\n", + "pipe.set_initial_flow_velocity(v_init)\n", + "\n", + "# display the attributes of the created reservoir and pipeline object\n", + "# V.get_info(full=True)\n", + "# pipe.get_info()" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "# initialization for timeloop\n", + "\n", + "# prepare the vectors in which the pressure and velocity distribution in the pipeline from the previous timestep are stored\n", + "v_old = v_init.copy()\n", + "p_old = p_init.copy()\n", + "\n", + "# prepare the vectors in which the temporal evolution of the boundary conditions are stored\n", + " # keep in mind, that the velocity at the turbine and the pressure at the reservoir are set manually and\n", + " # through the time evolution of the reservoir respectively \n", + " # the pressure at the turbine and the velocity at the reservoir are calculated from the method of characteristics\n", + "v_boundary_res = np.empty_like(t_vec)\n", + "v_boundary_tur = np.empty_like(t_vec)\n", + "p_boundary_res = np.empty_like(t_vec)\n", + "p_boundary_tur = np.empty_like(t_vec)\n", + "\n", + "# prepare the vectors that store the temporal evolution of the level in the reservoir\n", + "level_vec = np.full(nt+1,initial_level) # level at the end of each pipeline timestep\n", + "level_vec_2 = np.empty([nt_eRK4]) # level throughout each reservoir timestep-used for plotting and overwritten afterwards\n", + "\n", + "# set the boudary conditions for the first timestep\n", + "v_boundary_res[0] = v_old[0]\n", + "v_boundary_tur[0] = v_old[-1] \n", + "v_boundary_tur[1:] = 0 # instantaneous closing\n", + "# v_boundary_tur[0:20] = np.linspace(v_old[-1],0,20) # overwrite for finite closing time - linear case\n", + "# const = int(np.min([100,round(nt/1.1)]))\n", + "# v_boundary_tur[0:const] = v_old[1]*np.cos(t_vec[0:const]*2*np.pi/5)**2\n", + "p_boundary_res[0] = p_old[0]\n", + "p_boundary_tur[0] = p_old[-1]\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib qt5\n", + "# time loop\n", + "\n", + "# create a figure and subplots to display the velocity and pressure distribution across the pipeline in each pipeline step\n", + "fig1,axs1 = plt.subplots(2,1)\n", + "fig1.suptitle(str(0) +' s / '+str(round(t_vec[-1],2)) + ' s' )\n", + "axs1[0].set_title('Pressure distribution in pipeline')\n", + "axs1[1].set_title('Velocity distribution in pipeline')\n", + "axs1[0].set_xlabel(r'$x$ [$\\mathrm{m}$]')\n", + "axs1[0].set_ylabel(r'$p$ ['+conversion_pressure_unit+']')\n", + "axs1[1].set_xlabel(r'$x$ [$\\mathrm{m}$]')\n", + "axs1[1].set_ylabel(r'$v$ [$\\mathrm{m} / \\mathrm{s}$]')\n", + "lo_00, = axs1[0].plot(pl_vec,pressure_conversion(pipe.p_old,initial_pressure_unit, conversion_pressure_unit)[0],marker='.')\n", + "lo_01, = axs1[1].plot(pl_vec,pipe.v_old,marker='.')\n", + "axs1[0].autoscale()\n", + "axs1[1].autoscale()\n", + "# displaying the reservoir level within each pipeline timestep\n", + "# axs1[2].set_title('Level reservoir')\n", + "# axs1[2].set_xlabel(r'$t$ [$\\mathrm{s}$]')\n", + "# axs1[2].set_ylabel(r'$h$ [m]')\n", + "# lo_02, = axs1[2].plot(level_vec_2)\n", + "# axs1[2].autoscale()\n", + "fig1.tight_layout()\n", + "fig1.show()\n", + "plt.pause(1)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [], + "source": [ + "# loop through time steps of the pipeline\n", + "for it_pipe in range(1,pipe.nt+1):\n", + "\n", + "# for each pipeline timestep, execute nt_eRK4 timesteps of the reservoir code\n", + " # set initial conditions for the reservoir time evolution calculted with e-RK4\n", + " V.pressure = p_old[0]\n", + " V.outflux_vel = v_old[0]\n", + " # calculate the time evolution of the reservoir level within each pipeline timestep to avoid runaway numerical error\n", + " for it_res in range(nt_eRK4):\n", + " V.e_RK_4() # call e-RK4 to update outflux\n", + " V.level = V.update_level(V.timestep) # \n", + " V.set_volume() # update volume in reservoir\n", + " level_vec_2[it_res] = V.level # save for plotting\n", + " if (V.level < critical_level_low) or (V.level > critical_level_high): # make sure to never exceed critical levels\n", + " i_max = it_pipe # for plotting only calculated values\n", + " break \n", + " level_vec[it_pipe] = V.level \n", + "\n", + " # set boundary conditions for the next timestep of the characteristic method\n", + " p_boundary_res[it_pipe] = rho*g*V.level-V.outflux_vel**2*rho/2\n", + " v_boundary_res[it_pipe] = v_old[1]+1/(rho*c)*(p_boundary_res[it_pipe]-p_old[1])-f_D*dt/(2*D)*abs(v_old[1])*v_old[1] \\\n", + " +dt*g*np.sin(alpha)\n", + "\n", + " # the the boundary conditions in the pipe.object and thereby calculate boundary pressure at turbine\n", + " pipe.set_boundary_conditions_next_timestep(v_boundary_res[it_pipe],p_boundary_res[it_pipe],v_boundary_tur[it_pipe])\n", + " p_boundary_tur[it_pipe] = pipe.p_boundary_tur\n", + "\n", + " # perform the next timestep via the characteristic method\n", + " pipe.timestep_characteristic_method()\n", + "\n", + " # plot some stuff\n", + " # remove line-objects to autoscale axes (there is definetly a better way, but this works ¯\\_(ツ)_/¯ )\n", + " lo_00.remove()\n", + " lo_01.remove()\n", + " # lo_02.remove()\n", + " # plot new pressure and velocity distribution in the pipeline\n", + " lo_00, = axs1[0].plot(pl_vec,pressure_conversion(pipe.p_old,initial_pressure_unit, conversion_pressure_unit)[0],marker='.',c='blue')\n", + " lo_01, = axs1[1].plot(pl_vec,pipe.v_old,marker='.',c='blue')\n", + " # lo_02, = axs1[2].plot(level_vec_2,c='blue')\n", + " fig1.suptitle(str(round(t_vec[it_pipe],2))+ ' s / '+str(round(t_vec[-1],2)) + ' s' )\n", + " fig1.canvas.draw()\n", + " fig1.tight_layout()\n", + " fig1.show()\n", + " plt.pause(0.00001) \n", + "\n", + " # prepare for next loop\n", + " p_old = pipe.p_old\n", + " v_old = pipe.v_old \n", + "\n", + " \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [], + "source": [ + "# plot time evolution of boundary pressure and velocity as well as the reservoir level\n", + "\n", + "fig2,axs2 = plt.subplots(3,2)\n", + "axs2[0,0].plot(t_vec,pressure_conversion(p_boundary_res,initial_pressure_unit, conversion_pressure_unit)[0])\n", + "axs2[0,1].plot(t_vec,v_boundary_res)\n", + "axs2[1,0].plot(t_vec,pressure_conversion(p_boundary_tur,initial_pressure_unit, conversion_pressure_unit)[0])\n", + "axs2[1,1].plot(t_vec,v_boundary_tur)\n", + "axs2[2,0].plot(t_vec,level_vec)\n", + "axs2[0,0].set_title('Pressure reservoir')\n", + "axs2[0,1].set_title('Velocity reservoir')\n", + "axs2[1,0].set_title('Pressure turbine')\n", + "axs2[1,1].set_title('Velocity turbine')\n", + "axs2[2,0].set_title('Level reservoir')\n", + "axs2[0,0].set_xlabel(r'$t$ [$\\mathrm{s}$]')\n", + "axs2[0,0].set_ylabel(r'$p$ ['+conversion_pressure_unit+']')\n", + "axs2[0,1].set_xlabel(r'$t$ [$\\mathrm{s}$]')\n", + "axs2[0,1].set_ylabel(r'$v$ [$\\mathrm{m}/\\mathrm{s}$]')\n", + "axs2[1,0].set_xlabel(r'$t$ [$\\mathrm{s}$]')\n", + "axs2[1,0].set_ylabel(r'$p$ ['+conversion_pressure_unit+']')\n", + "axs2[1,1].set_xlabel(r'$t$ [$\\mathrm{s}$]')\n", + "axs2[1,1].set_ylabel(r'$v$ [$\\mathrm{m}/\\mathrm{s}$]')\n", + "axs2[2,0].set_xlabel(r'$t$ [$\\mathrm{s}$]')\n", + "axs2[2,0].set_ylabel(r'$h$ [m]')\n", + "axs2[2,1].axis('off')\n", + "fig2.tight_layout()\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.8.13 ('Georg_DT_Slot3')", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.13" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "84fb123bdc47ab647d3782661abcbe80fbb79236dd2f8adf4cef30e8755eb2cd" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/untertweng.txt b/untertweng.txt new file mode 100644 index 0000000..7e77ac8 --- /dev/null +++ b/untertweng.txt @@ -0,0 +1,20 @@ +L = 535 m dn 800 mm +478 m dn 1000 mm +Ersatzdurchmesser + +h_pipe + +h 851.78 Pegel + Leitungsgefälle +Leitungsgefälle: 113 + +Fläche 4.25x10.5 + 30m² = 74 m² +Pegelminimum: 851.18 m + +Unterwasserpegel 738.56 +Gesamtfallhöhe = 851.78-738.56 + +Rohrreibung: 0.014 f_D = lambda +c = 500 m/s + +Q_0 = 100%*0.75+30%*0.75 +Q_extrem = 30%*0.75