From da169c8b00306e8e2fddc82c34138b0e31378d42 Mon Sep 17 00:00:00 2001 From: Dimitri Yatsenko Date: Tue, 5 Mar 2024 15:13:01 -0600 Subject: [PATCH] fix negative value handling --- examples/workbook.ipynb | 105 +++++++++++++++++++++++++++------ src/poisson_numcodecs/codec.py | 16 +++-- tests/test_poisson_codec.py | 13 ++-- 3 files changed, 105 insertions(+), 29 deletions(-) diff --git a/examples/workbook.ipynb b/examples/workbook.ipynb index 5d11da8..41a8c3a 100644 --- a/examples/workbook.ipynb +++ b/examples/workbook.ipynb @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 16, "id": "9bc83088", "metadata": {}, "outputs": [], @@ -36,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 17, "id": "e352f315", "metadata": {}, "outputs": [], @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 18, "id": "e1b5e68d", "metadata": {}, "outputs": [ @@ -67,7 +67,7 @@ " 'zero_level': 86.30213578612849}" ] }, - "execution_count": 4, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 19, "id": "50f3d031", "metadata": {}, "outputs": [ @@ -114,12 +114,82 @@ "plt.ylabel('variance');" ] }, + { + "cell_type": "code", + "execution_count": 21, + "id": "91680fa0", + "metadata": {}, + "outputs": [], + "source": [ + "beta = 0.5\n", + "input_max = 0x7FFF \n", + "xx = (np.r_[:input_max + 1] - zero_level) / sensitivity # input expressed in photon rates\n", + "zero_slope = 1 / beta / np.sqrt(3/8) # slope for negative values\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "da262dbc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, False, False, False,\n", + " False, False, False, False, False, False, True])" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "19bca6ae", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "e324f531", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "73.9201639357969" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lookup_table.max()" + ] + }, { "cell_type": "markdown", "id": "5bac614e", "metadata": {}, "source": [ - "## Illustrate GIF compression\n", + "## Illustrate with GIF compression\n", "This does not use `zarr` and `numcodecs`" ] }, @@ -131,8 +201,7 @@ "outputs": [], "source": [ "# make compression lookup tables\n", - "zero = np.int16(np.round(qs['zero_level']))\n", - "LUT1 = codec.make_anscombe_lookup(sensitivity, input_max=data.max()-zero)\n", + "LUT1 = codec.make_anscombe_lookup(sensitivity, zero_level=zero_level)\n", "LUT2 = codec.make_inverse_lookup(LUT1)" ] }, @@ -154,7 +223,7 @@ }, { "data": { - "image/png": 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", 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R4ZaLh9EwIYa77joj3CGVKRhH7MOAeaq61T3fKiItVXWziLQEtgVaSFXHAeMA+vXrp2WdwkxPT4/605zRXsdIq5+q8tCUpWzcfeBg2fpd+4E8/vi7ISTGxx42f3XXT0QSgRlAAt6+/I6qPiQiHYCJQFNgLnC5quaJSAJe49ZjgZ3Axaq61q3rPuAavNMOt6rqZ658KPAcEAu8rKpPVFsFjQmznJwcNqxdA8ANt9xK6+SkMEdUPsEY3W0kh07DA0wBRrnHo4APg/AaxlS73fvzmfD9On7evJftWblsz8olKT6Wc49pRUJcjRgYMRcYoqrH4DVkHSoiA4EngWdVtTOwGy9h4/7vduXPuvkQkR54l9N6AkOBF0Qk1jWKfR7vx3sPYKSb15ha4YYbbuCh0Rfgy91PfGzNbCgXSJWO2EWkHnA6cL1f8RPAZBG5BlgHXFSV1zCmumTuz2PRxj0Hn+/clwvA7ad35aJ+bcMVVolUVYFs9zTe/SkwBPidKx8PPAy8CIxwjwHeAf4pIuLKJ6pqLrBGRFYCx7n5VqrqagARmejmXRa6WhkTPvvzChg5bhY79+WRk5ODr+lgGp6ciiTUpU5sjfgxXy5VSuyqug/vdJ9/2U68VvLGRJRHP1rGe/MyflWe0qDm9hTnjqrnAp3xjq5XAZmqWuBm2QgU9YrTGtgAoKoFIrIHb/9tDczyW63/MhuKlQ8IQTWMqRE2ZeYwf9VmWu1dRrdjBpJ6ZB8Y0Ic2yUkR1fWz9TxnjLMzO48uzevzxPlHHSxLiIulR8ua0U1kIKpaCPQWkWS8fiS6hyMOawx7OKtfZFq/t5C9P3xAxqxJXP3CC3RtXvSjPpOvv95c6rI1iSV2Uyvt2pfHVa/NISun4GDZpj0H6NO2Mcce0SSMkVWOqmaKyHRgEJAsInHuqL0NXudRuP9tgY0iEgc0wmtEV1RexH+ZksqLv741hvVj9YtMCzdk0mhQNo/eNJKurepHbB0j56KBMUG0cls2CzfuIbVhIj1bN6Jn60ac3qMFV57QPtyhlZuIpLgjdUQkCa+9y0/AdOACN5t/A1b/hq0XAF+56/RTgEtEJMG1qO8CzAF+ALqISAd3W+slbl5josKO7Fzmr9/NVwtW8ptLLmfuyk1IbBy9+0X2FSc7Yje1wurt2cxcuePg85XbvDZndw3tRt92jcMVVlW1BMa76+wxwGRV/UhElgETReRxYD7wipv/FeA/rnHcLrxEjaouFZHJeI3iCoCb3Sl+ROQW4DO8291eVdWl1Vc9Y0Jr5LhZrNiWzYHVc9n+4bt8H3c0iW160DApnsxwB1cFlthNrfDUp8v5dOmWw8rqxMbQqlFk3JcaiKouAvoEKF/NoVbt/uU5wIUlrOtPwJ8ClE8FplY5WGNqoF3ZOZzSLYUrrrqBPXdcRKPGTaifEMcxbRrx9apwR1d5lthNrbDnQD692ybzyqh+B8sS42Opl2C7gDG10YYNG1j2wk0cdesDnNLtOKB5uEMKGvtWM1EnJ7+QIU+ns2VvzsEyn0JatxSa1q+5t64ZY6pPQkICxCeQmJgY7lCCzhK7iTrbs3LZtCeH045szpF+t6qdeqSNR2RMbbV44x7Gf7+W7N07qNuoKSJC6qVP0aln53CHFnSW2E3E27Inh1e/XUN+oTeU6p793kAt5/VpzdlHtwpnaMaYGuKduRuY/M0Strx+G82PPZMjzryGdk3qcewREdt4tkSW2E3E+3jxZsbNWE2DhDhw3Tk3b5BAt9QG4Q3MGFNj5BUqzZs359o7b+W3v/0tvXr1CndIIWOJ3USc/EIfmzMPXT/flOmNvjb/wdOJi6D+nI0x1WPRokXs3LqFhLg4Hrz3wXCHE3KW2E3E+b/3FzP5x42HldVPiLOkbow5aG9OPgfyCsnPz+fsc86lsH5zul71VLjDqhaW2E3Eycg8QMdm9bj5lEONXto3qxfGiIwxNcnWvTmc+ORX5BcqAPkn/56YeskkxceGObLqYYnd1HgvpK/kx7W7Dz5fvHEPvds15vxj24QxKmNMTbU9K5estYsZ1EK48KJLAG9gp6PbNApvYNXEErup8V7+Zg0CtEr2eok7omk9hvVqEd6gjDE1Vm6Bj71z3mOB7GHyE38gPj5yhlwNhioldjcAxctAL0CBq4HlwCSgPbAWuEhVdwdegzG/9svWLDbvOdQ4LjungKtOaM99w48MY1TGmEiRX+ij2Tl384+Lj6x1SR2qfsT+HPCpql7gRn+qC9wPfKmqT4jIvcC9wD1VfB1TS+QV+Dj7HzPJK/AdVp7SwHqMM8YE9sWyrXy0aBNr5n3DTzM+os+oB4ipk0iL1Np5Zq/SiV1EGgEnA1cCqGoekCciI4A0N9t4IB1L7Kac9uUWkFfg49oTOzDsqJYAxMYIPVs1LGNJY0xtNf77tcxeswtduYYtGetJ2Z5Jr9bJdKiljWqrcsTeAdgOvCYixwBzgduAVFXd7ObZAlg/nqZEeQU+Rr06h62uX/cCn9eKtWtqg6jsEcoYE3z7srPp0zaZSY8/S37+U7Xy9Lu/qiT2OKAv8HtVnS0iz+Gddj9IVVVENNDCIjIaGA2QmppKenp6qS+WnZ1d5jyRLtrrGKh+Ow74+H71ATo2iiElyes2rm2rOOJ2riA9PbLGTYz2z8+Ymujdd99l6gOjOePuF4BBtT6pQ9US+0Zgo6rOds/fwUvsW0WkpapuFpGWwLZAC6vqOGAcQL9+/TQtLa3UF0tPT6eseSJdtNexqH6fLtnCtizvCH17Xi6wkjvOOibi+3WP9s/PmJpi6aY97D1QAIAvuR2NOvWmcUrtvJ4eSKUTu6puEZENItJNVZcDpwLL3N8o4An3/8OgRGqiws7sXG54Y+5hZTECbRvXDVNExphIsnp7NmeNnUne1lXUSe0EQNKZd9CscXJ4A6tBqtoq/vfAm65F/GrgKiAGmCwi1wDrgIuq+BomiuzN8X5lP3ZeL4a7e9HrxMXQINFOnxljyrZ7fz4H1i5g26Q/8thzL3PqWecB0LO1NbAtUqXErqoLgH4BJp1alfWa6OHzKac/+zWrd+wDBf00HYAWDRNpWt9uYTPGVEx+oY/Edkdx2x8f567rLyMhwb5HirNRM0xIHcgvZNX2fZzYuRnndIrn1iGduXtoN07o3DTcoUU8EWkrItNFZJmILBWR21z5wyKSISIL3N9wv2XuE5GVIrJcRM70Kx/qyla6/ieKyjuIyGxXPsmdnTMmLF577TV27tqNxMRy2TU3WlIvgXUpa4Luo0WbmLvO62wwJ9/raObMni1ok3OAtLRu4Qwt2hQAY1R1nog0AOaKyDQ37VlVfdp/ZhHpAVwC9ARaAV+ISFc3+XngdLxGsT+IyBRVXQY86dY1UUReAq4BXgx5zYxxJs5Zz1OfLSdnx0Z+fn40zU4cSd2BF5MQVzsGdKkMS+wm6P788U9sz84l0Y2k1Kx+HY5s2ZCsNWEOLMq4/iI2u8dZIvIT0LqURUYAE1U1F1gjIiuB49y0laq6GkBEJgIj3PqGAL9z84wHHsYSu6lGc9ftJie/kAuG9GdTuzdo0aE7yfUS6d6yQbhDq7EssZsqKyj0sSnzUN/uWTkFXDrgCB4+t+dh86VbYg8ZEWkP9AFmAycAt4jIFcCPeEf1u/GS/iy/xTZy6IfAhmLlA4CmQKaqFgSY35iQU1XS33iO2JQjefTRoXjDkpiyWGI3VfbI/5bxn1nrDitrlGSt3KuLiNQH3gVuV9W9IvIi8BjewEyPAX/DG6AplDFYh1N+rH7BceDAAVb8kE7dDpnV/n5G8mdoid1UWUbmAdo2SeL2U73LtTExcEq35mGOqnYQkXi8pP6mqr4HoKpb/ab/G/jIPc0A2vot3saVUUL5TiBZROLcUbv//IexDqcOZ/WrvJe+XsWi9V4bHYlpSOdrnyWlSWPS0k4OyeuVJJI/Q0vspsLW7tjHXz75ifxCr7fg+et30zW1Aecf2ybMkdUuIiLAK8BPqvqMX3lLv/EafgMscY+nAG+JyDN4jee6AHMAAbqISAe8xH0J8DvXJfR04AJgItbhlKkGY79YzpaP/k5SQh26X3gnycnJnNHTepWrCEvspsK+WbmDz5Zu5ciWDYmLEdo0rstZR7cMd1i10QnA5cBiEVngyu4HRopIb7xT8WuB6wFUdamITMbrHbIAuFlVCwFE5BbgMyAWeFVVl7r13QNMFJHHgfl4PySMCZl8H/Q5shMnd2vBg3cMxvv9airCErspl+VbstjiRmBbmrEHgHdvHETdOrYJhYuqzsQ72i5uainL/An4U4DyqYGWcy3ljytebkyw5efns3XrNvILlbOuvJ07zrBbYyvLvpVNmXLyCzn7H98cPPUOUD8hjkS7j9QYUwWFPuWtOevJysnnP0/ew4qFc6h7yd9JiLfvlqqwxG7KtDcnn/xC5fqTOx681pXaMIGYGDtFZoypvGWb9vLAB14TkNzmJ6FHtSA2IZGOzeqFObLIZondBPTfHzfwohsPPd/n9R7XNbUBxx7ROJxhGWOiyO69Wexf9QOTHruJQZ2GAhAjQp046+28KuzdMwF9/ct2tmfl0rN1I3q3bcwFx7bhxC7Nwh2WMSaKvPLPZ9j+3uNkbt1IYnwsifGxltSDwI7YDeD18PTRos3s3p8HwIqt2RzRrC7/GNknzJEZY6JFTn4h03/eRl6hdxaw0xmX03xnYzp07BjmyKKLJXYDwLqd+/n92/MPKzvbbmEzxgTRlIWbuPON79jz3SSST74ciatD3Y59aVbfBg0MpioldhFZC2QBhUCBqvYTkSbAJKA93j20F7l+qk0NtjcnH4BnLz6Gk7ukAJBc13Y2Y0zwZOUUkLN+MTmLpvLUAzfQb+DxNEiIo3nDxHCHFlWCccR+iqru8Ht+L/Clqj7hxnW+F6+TC1PDvDJzDX/6eBkKqLuTrWWjJJrWtzGOjTHBparkFfio23UQ3/3tFzp3aBfukKJWKE7FjwDS3OPxQDqW2GukpRl7qJ8Qx5XHtwegXkIcfdolhzUmY0z02JdbwA9rd7Fz2zYevv0ajr7wdqAhHY5oW9aipgqqmtgV+FxEFPiXGwgi1a+f6i1AahVfwwTR23PW88vWLADmrd9Nq+Qk6+HJGBMS42as5rkvV1CwZxvb1m9h+6K1pHY7lljrAyOkqprYT1TVDBFpDkwTkZ/9J7pBJDTQgjbM46+Fuo6qyv99vp8YgXh3R8mgVnHV9r5G+2cY7fUzpqK2bN9B3fgY3rr/NxTecy6xsbG0sOvpIVelxK6qGe7/NhF5H69P6a1Fo0uJSEtgWwnL2jCPxYSqjtv25pCT7yOvsBDfZzO468zu3JjWKeivU5Zo/wyjvX7GVMS2bdv41x8upN7RZ9L7sWHhDqdWqXRiF5F6QIyqZrnHZwCP4g0NOQp4AhvmMezmr9/Nb1747rCyRknxYYrGGBPN9hzIZ+66XaiCz+ejxdEnU6db/3CHVetU5Yg9FXjfDakXB7ylqp+KyA/AZBG5BlgHXFT1ME1lbcr0RmS7e2g3UhskEhcrnN7Dmj0YY4Lv2Wm/8O//zSQmqQGxdRvBsZfRuXXDcIdV61Q6sbvhHI8JUL4TOLUqQZmqmbtuFy9MX4VPlc17vMR+7jGtaNO4bpgjM8ZEs91Z+9nxzkP0792LF/7zDgBt7Xun2lnPc1Fo6uItTF++jV6tG1EnLobTjmxOqjVYMcaEWIHEcuRFd/HKHWfTrU1yuMOptSyxR4md2bks2bQXgNXbs2lWP4Ept5wY5qiMMdFsW1YOM1fsYMXShezZtYN1MR1p2eM4unWzW2jDyRJ7lLj//cV8tnTrwec9W9l1LWNMaD3/1UrGf7+OrRP/SEHWDlpd8zxDjmwR7rBqPUvsUWJndh5HtW7Ew+f2BOCIpnZdK9qJSFtgAl5DVgXGqepzJY3XIF5L1+eA4cB+4EpVnefWNQr4o1v146o63pUfC7wOJAFTgdtUNWDfFKb2ycotoGWjRKZ88T/2799Pq9ZtSG1kXVKHmyX2CPaXqT8xbZl3lL4x8wAnd2nGsUc0DnNUphoVAGNUdZ6INADmisg04EoCj9cwDOji/gYALwID3A+Bh4B+eD8Q5orIFDd404vAdcBsvMQ+FPikGutoaqivvvqKz/71PM2H3sTRnduEOxzjxxJ7BPt82VbyCnz0PaIxPVs34vy+rcMdkqlGruvmze5xloj8BLSm5PEaRgAT3BH3LBFJdp1IpQHTVHUXgPtxMFRE0oGGqjrLlU8AzsMSe621Ydd+/jt3I2vW5rFm9jTWLZ1Hi1Nzwh2WKcYSe4SZu243SzL2ALAjO5ezjmrJE+cfHeaoTLiJSHugD96RdUnjNbQGNvgtttGVlVa+MUC5qaUm/rCef077mZi4eCQljWaXDaRPFztar2kssUeYMZMXsHbn/oPP2zerF8ZoTE0gIvWBd4HbVXWv6zQKKH28hiDHYGM/+InW+n3xQTqbJ77EC399nM6dOwP1gN1RWddI/gwtsUeYvTkFXHhsG+4bfiQCJNe17mFrMxGJx0vqb6rqe664pPEaMgD/8TLbuLIMDp26LypPd+VtAsz/Kzb2w+GitX5vzt9JUvP2tGjRIirr5y+SP0NL7BHgpjfn8smSLQCoQtP6CTSpVyfMUZlwc63cXwF+UtVn/CaVNF7DFOAWEZmI13huj0v+nwF/FpGilpdnAPep6i4R2SsiA/FO8V8B/CPkFTM1xtod+3j845/YsWktDVPb8cuBZHpe+Sfq148Nd2imFJbYI8CijXvoltqAM3qkIiJccKxd0zIAnABcDiwWkQWu7H68hB5ovIapeLe6rcS73e0qAJfAHwN+cPM9WtSQDriJQ7e7fYI1nKtVvl+9k/9N/ZRt/32I4677My2PPpETOjfFa7phaipL7DXUtyt38MVP3q1sO7PzSOuWwh1nWG9O5hBVnQlICZN/NV6Daw1/cwnrehV4NUD5j0CvKoRpIlhufiGJbXtx7/1/5MH/u5WkpCQA0tMtsddklthrqLFfruDHdbupWyeWOnEx9Glr96cbY6rPf//7X/Y26I7ExfPAgw+QVMfSRaSwT6oG8amyfud+FGX3/jwGd03h1SttLGNjTPXYmZ3Lac98zfaNa8h4+SYanfg7Gp9wCXViY8IdmqkAS+w1yP9W5fP+Z9MPPu/VqlEYozHG1Dab9+Swe38+56X1x9flNTr07EvnlsnEWWKPKJbYa5AdB5TkuvE8eHYPAI7v1CzMERljagtV5cXnniZ3czIXXn0cg3/XN9whmUqqcmIXkVjgRyBDVc8WkQ7ARKApMBe4XFXzqvo60Soj8wCP/W8ZuQWFLN5RSJOGdfltX2v1boypHsu3ZLFyWzb7svYy6c0J5LXsTULcleEOy1RBMI7YbwN+AorGCX0SeFZVJ4rIS8A1eANJmABmr97Jp0u30L1FAxonCOf1th47jTHV55rxc9iw6wAiQtL5f6FeUgOa1bcR2iJZlRK7iLQBzgL+BNzhOswYAvzOzTIeeBhL7L+yfEsWW/bmsGij1+/7hGuOY9ncWaSldQlzZMaY2sLn8/Hzu89xRGpj3vr3PxAR6ifE0So5KdyhmSqo6hH734G7gQbueVMgU1UL3PMSB42ozX1L5xUqN32xnwLXg3dcDCyY8z15B/ZFTR0DiabPMJBor5+JPiJCoc9HvYQ4uqY2wH+cARO5Kp3YReRsYJuqzhWRtIouX5v7lt6RnUvBtC8YfXJHzuzZguYNEmjbpG5U1TEQq58x4ffdqh3848vl5O3LJqF+IxqeegMjhnS2pB5FqnLEfgJwrogMBxLxrrE/BySLSJw7ai9x0Ija6D/fr+XVb9eSX+gDoGtqA449wjqeMcZUn8+XbuXjFx5Dti1nyL2vMLBjU9K6Nw93WCaIKp3YVfU+4D4Ad8R+p6peKiL/BS7AaxnvPwBFrZe+fDu79+dxcpcUBnVsykld7HY2Y0z1yi3w0fLY0xnd43TG3Dok3OGYEAjFfez3ABNF5HFgPt7oU7VWoU95f34G+3ILWLNjH11TGzB2ZJ9wh2WMqUXW7dzH1t3ZLFkwly1ZzWjerQ9jxlhSj1ZBSeyqmo43fjOquho4LhjrjQYLNuzmzv8uPPi8f/smYYzGGFPbbMvKIe3pdHalj2fvnPdpPXocvXt0DndYJoSs57kQ23vAu0Fg/NXHcVTrRiQnxYc5ImNMbZK5Px9VGHPn3WjGME4+4yw6N68f7rBMCFliD5FH/reU179bi7pb2lonJ9KkXp3wBmWMqVWys7MZ+9cn0JgBHH9kW047v1+4QzLVwBJ7iCzJ2EObxkn8pndrkuvWoVOK/UI2xlSPjxdtZsL3a1n/wzRmv/YkzUf+mcT448MdlqkmltiDqNCn/POrlezen8fq7fvo064xd5zRLdxhGWNqmY8WbWLRxj0c3f90GrfrRst2HenRqmHZC5qoYIk9iFZvz+bZL34hKT6W+FihX3u7R90YU7127tzJ/576PV3OvZlJ1w8FBoU7JFPNLLEHgaqycfcBVm3PBuCFS/tyinX4YIypRt+u3MH2rFwy1q1m58bVdNi7LdwhmTCxxB4Er327lkc/WnbweaO61vLdhJ6IvAoUde3cy5U9DFwHbHez3a+qU920+/BGWywEblXVz1z5ULxeI2OBl1X1CVduQzBHiO1ZuYx8cQYx8d6obM2vfomj+7YLc1QmXCyxB0FG5gES4mL4y2+Pol5CHL3bJIc7JFM7vA78E5hQrPxZVX3av0BEegCXAD2BVsAXItLVTX4eOB1v0KYfRGSKqi7DhmCOGGs3bmLz67dy4RXX8af/uxOA1jZCW61lib0K3pi1ji9/2sovW7NpmBTPb/u2CXdIphZR1Rki0r6cs48AJqpqLrBGRFZyqCOpla5jKURkIjBCRH7ChmCu8fIKfChKbGIDElp1p2+f3nRoVi/cYZkws8ReBW/MWsemzAO0b1aPQZ2ahjscY4rcIiJXAD8CY1R1N97wybP85vEfUnlDsfIBVGAIZqjdwzAHUh31+35TAc9/s56YxAbEJNSl2Vl/ICEpoVre12j//CCy62iJvRKWb8li854D7NyXx6lHpvLsxb3DHZIxRV4EHgPU/f8bcHWoX7Q2D8McSHXUb/ZHi9n69mX06HUUox97kbp1Yhl5XDsS42ND+roQ/Z8fRHYdLbFXUH6hj3P+OZO8Am/o1ZQGCWGOyJhDVHVr0WMR+TfwkXuaAbT1m9V/SOVA5TuxIZhrtAKJpflp1/KfBy/i6KOt73dziCX2CtqXW0BegY9rTuzA2Ue35MiW1umDqTlEpKWqbnZPfwMscY+nAG+JyDN4jee6AHMAAbq4FvAZeA3sfqeqKiLTsSGYa5RxM1Yx+fPvyD+Qxf4mXWl+9MkcffTR4Q7L1DCW2MspKyefy1+Zw859uQB0Ta1Pn3bWAY0JHxF5G0gDmonIRuAhIE1EeuOdil8LXA+gqktFZDKwDCgAblbVQreeW4DP8G53e1VVl7qXsCGYa5h3525k9htPEZObxVkPv0n/jinhDsnUQJbYy2ntjv0s2JDJgA5NGNChKSd3tR3KhJeqjgxQXGLyVdU/AX8KUD4VmBqg3IZgrmFyC3xcdPffuP/MTnTq1Cnc4ZgaqtKJXUQSgRlAglvPO6r6ULR1apFf6OOD+Rn8tDkLgNtO68LxnZqFOSpjTG3x8jer+e6771g+Zzq7elzAcR1aWVI3parKEXsuMERVs0UkHpgpIp8AdxBFnVr8sHYXd72zCIC4GKFNct0wR2SMqS2ycwt4/OOfyJr5Edk/z6Rr1+H0tUuApgyVTuyqqkC2exrv/pQo69Ri7wHvNt63rxvI0W0aUS/Brl4YY6pH1gGvTc+zT/2Fc3s0Jjk5ObwBmYgQU5WFRSRWRBYA24BpwCoq0KlFTbZyWxY9HvyUG96YC3jdM1pSN8aEWqFPmThnPbf/7XWO7XssBdm7SKwTZ0ndlFuVMpVrVdtbRJKB94Hu5V22pvdUNXdrAfvzCklrG0eb+jGsWjSb1SIhfc1I7umoPKx+xpRt4cZM7n1vMTkbd5BZEE9qXBxHNLFLgKb8gnIIqqqZ7p7XQZSzU4ua2lNVbkEh//xqJYv27QG289DFJ1Zb38uR3NNReVj9jCnb2nVeD7+THhxFn7a3Eh8bS1Kd0PcmZ6JHpU/Fi0iKO1JHRJLwRof6CSjq1AIisFOLRRv38I+vVvLD2l10TKlHakPrWc4YE1q5BYV8uCCDP/7zTS46tT8H1syjab06NEyqY0ndVFhVjthbAuNFJBbvB8JkVf1IRJYRoZ1a7N6Xx5rt+wB449oB1vrUGFMt0pdv57aJC/DlJVK393DqtTmS5tZdtamkqrSKXwT0CVAekZ1a7M3JZ8BfvjzYB3xyUnyYIzLG1BYzvvoCLazPe7eeQssHh1O/ThyN6tp3kKkca+bt7MzOI6/Ax2UD2zGke3Mb09gYE1IH8gr5dOlm1qxYzp9vu4Lkky7niAeH2cBSpsossQPPfbGCmSu3A3BylxSGdE8Nc0TGmGj3+bIt/GHSQgBSfvNHUrr3p0GifSWbqrOtCHh55moS4mIZ2LEJR7VpFO5wjDG1wDvjx5G3tzmfP3oZTeoNoWFSfLWMpW6iX61O7Jn781iwIZP9eYWMGtSeO8/sFu6QjDFRbF9uAf/9cQO7d2fy3viXiGnfn/bNrqe+dX5lgqhWb02Pf/wT78zdCGDXtYwxIffVz9t4+H/LAGh8yVO0bdWSJDtKN0FWqxP7zuxcOqXU49mLe9OjZcNwh2OMiWKqyr//9hh71h9g7n//SYtGidSJjSE2JrQ9Wprap1Ym9pXbsrjlrfms3bmPY9okc3Sb5HCHZIyJUvvzCnh22i9k5+Sz4OdVFBTUoXHdeOrWqZVfv6Ya1Mota9HGPfy8JYvTjmzOBce2DXc4xpgoNnftLv715TIaN2pIyllj6NusHg2T6oQ7LBPFal1i/3blDr76eRsAf/7tUTRvkBjmiIwx0eyvD93D1q+/5d2vZ9C/S4twh2NqgSoN2xqJbnhjLh8t2kzjuvE0st7lTAQTkVdFZJuILPErayIi00Rkhfvf2JWLiIwVkZUiskhE+votM8rNv0JERvmVHysii90yY0VCPLxhFCn0KdeO/4Gzxn7DijqdSOrYn+SGNkKbqR61KrH7fEpWTgHXn9yR7+87lYQ4a41qItrrwNBiZfcCX6pqF+BL9xxgGNDF/Y0GXgTvhwDwEDAAryvoh4p+DLh5rvNbrvhrmRLs2p/P1PTv8SmcMORMrrvtbto3qx/usEwtUWtOxX+0aBO3TVwAQLP6CdYRhIl4qjpDRNoXKx4BpLnH44F04B5XPkFVFZglIski0tLNO01VdwGIyDRgqIikAw1VdZYrnwCcB3wSuhpFvoJCH1k5Bbz22qtsmfIBj170DdcO6x/usEwtU2sS+8+bs1BV7ji9KyP6tAp3OMaESqqqbnaPtwBF/SO3Bjb4zbfRlZVWvjFAuSnFFa/O4btVOylsfS5NzmxF+yPahTskUwvVisQ++YcNTF++jXoJcdx6apdwh2NMtVBVFRGtjtcSkdF4p/hJTU0lPT291Pmzs7PLnCfS5Obm8s1779PlxHPo27EhDY4bhm/zMtK3/RTu0IIuGj+/4iK5jrUisT84ZQk+hcFdU8IdijGhtlVEWqrqZneqfZsrzwD87+1s48oyOHTqvqg83ZW3CTB/QKo6DhgH0K9fP01LSytpVgDS09Mpa55IsS0rh8+XbmXGF/9l46fjOG3wCZzdtW3U1C+QaPr8ShLJdax04zkRaSsi00VkmYgsFZHbXHnAVrnhkpF5gJx8HzendebfV/QLZyjGVIcpQFHL9lHAh37lV7jW8QOBPe6U/WfAGSLS2O2rZwCfuWl7RWSgaw1/hd+6jJ9XZq7hjx8s4bP87rQY9SwnnnhiuEMytVxVWsUXAGNUtQcwELhZRHpQcqvcajfjl+2c8MRXADSuZ7e2megiIm8D3wPdRGSjiFwDPAGcLiIrgNPcc4CpwGpgJfBv4CYA12juMeAH9/doUUM6N8/LbplVWMO5X9mzZw9v/HkMDfIzmfvA6Sx9/kauObFDuMMytVylT8W7X/Sb3eMsEfkJr3FNSa1yq11G5gEAHj+vF7/pY+1+THRR1ZElTDo1wLwK3FzCel4FXg1Q/iPQqyoxRqusnHyum/AjG1ctZ/m87+je+SSa1beBpEzNEJRr7O6Wmz7AbEpulVutpi7ezCsz1wBwzjGtqGfDIhpjguTnTZnMWr2LPkd04dJnPmTIUUeEOyRjDqpythOR+sC7wO2qute/c6rSWuWGuhXtS3Nz2LCrkONaxDJ31kxiIqDTrEhuhVkeVj8T6bbtzeG7ZWv4/WXnc6D7MO6+7n4GdWoa7rCMOUyVEruIxOMl9TdV9T1XXFKr3MOEshXtqu3Z5C2YR58j4pk4elC5lqkJIrkVZnlY/Uyku+fdRXy5ZCM7pSEN6jchpYGdfjc1T6UTu2sp+wrwk6o+4zepqFXuExzeKrfaXPjS9+zal8c5x1hHNMaY4Ni8eTPbM7Po1ymVB778hAaJ8XRubt3EmpqnKq3iTwAuB4aIyAL3N5ySW+VWC59P2bUvj4v7teUvvz2qOl/aGBOFtmflMuLvX9HpqP58/cpjtGiUSJ92jS2pmxqrKq3iZwIlXbj+Vavc6rAvt4BLX54NQMeUetS3BnPGmCpaviWLhVsO0HP4KNp26sZF/dqWvZAxYRRVmW/9rv0s2JDJCZ2bcmZPG/fYGFN5a3bsY9K0WSzP2AHU57W/3E2v1o3CHZYxZYqaxJ5X4OP1b9cCMPrkTrRvVi+8ARljItrTn/3My3ffjObup8P1L9CiUWK4QzKmXKImsc9es5NJP3qDVLVpnBTmaIwxkepAXiFZufns3JfHCdc+wp/P7c4xR/UiqY4N9WwiQ9Qk9r0HCgB4/6bj6ZRijVqMMRVX6FP63vYvtvz0A40GXsDJXTsw8Nhjwh2WMRVSlVbxNcb89bu5+a15AKQ2tNNlxpjKyc4tIOOHzyhY8in3ndqWB8/uEe6QjKmwqDhiX7EtG4DrB3ekpV0HM8ZU0Pqd+7n5rbnsyy2k8ZBruO+UB7n+9KPDHZYxlRLxR+yZ+/N44pOfAbj+5E5IBHQda4ypWd784BOmPXUDKXXy+U3ftpwzyI7UTeSK+CP2GSt2sGtfHs3qJ9AwMeKrY4ypRks37eGVmWuYPX8dmp/LfWd2pnc3G3bVRLaIP2Jfs30fAB/9/kTiYiO+OsaYavTm10t5f34Gse36cO5D4+nRyUZpM5Evog9xl27aw7Nf/AJAfTtaN8aU05KMPTz/5ge8/OBNdLrsUWb8ZUy4QzImaCI6G27OzAHg/uHdrftYY0y5PfflCj7dlEhitxPp17dPuMMxJqgiNhsWFPq47/3FAAzpnhrmaIwxkWBJxh7e+PAzfslqwvFHtmPS3z8Ld0jGBF3EXpTelJnD9qxc6sTGWE9zxhQjImtFZLEbdfFHV9ZERKaJyAr3v7ErFxEZKyIrRWSRiPT1W88oN/8KERkVrvoEyx9e+h9P3jKSRZ++TScbnc1EqYg9Yl+2eS8AY0f2JjHeuno0JoBTVHWH3/N7gS9V9QkRudc9vwcYBnRxfwOAF4EBItIEeAjoBygwV0SmqOru6qxEMCzamMkPa3eTmdiCwdc9xMS/3EZq44bhDsuYkIjYxH73OwsBSGmQEOZIjIkYI4A093g8kI6X2EcAE1RVgVkikiwiLd2801R1F4CITAOGAm9Xb9hVN+rep9hWryPxjVsy8oJLaNHERmkz0StiE3teoY+TujSjb7vG4Q7FmJpIgc9FRIF/qeo4IFVVN7vpW4CiximtgQ1+y250ZSWVR4y563bzyQ+/sPj95+k26Ay++99b1t+FiXpV2sJF5FXgbGCbqvZyZU2ASUB7YC1wUbBP3f33xw3k5Pvo0zbZepozJrATVTVDRJoD00TkZ/+Jqqou6QeFiIwGRgOkpqaSnp5e6vzZ2dllzhMMT845wE+7fLS49K8M79+W+bO/DflrQvXVL1yivX4Q2XWs6k/X14F/AhP8ykq6jhc036zwLhuedXSrYK7WmKihqhnu/zYReR84DtgqIi1VdbM71b7NzZ4BtPVbvI0ry+DQqfui8vQSXm8cMA6gX79+mpaWFmi2g9LT0ylrnqqYtWoHt9/7ABm5CZx5/qW8POqskL1WIKGuX7hFe/0gsutYpVbxqjoD2FWseATe9Tvc//Oq8hrF5RX4+GjRJo5s2ZBuLRoEc9XGRAURqSciDYoeA2cAS4ApQFHL9lHAh+7xFOAK1zp+ILDHnbL/DDhDRBq7FvRnuLIa761Za1g8fy4Fm5czuGtKuMMxplqF4mJTSdfxDlPZU3dLdxTiU8g/ELmnSUoSyad+ysPqV21SgffdZao44C1V/VREfgAmi8g1wDrgIjf/VGA4sBLYD1wFoKq7ROQx4Ac336NFDelqqh/X7uK+/84jI6uAk276C1NvP4WYmIi9q9eYSglpK5LSruNV9tTd/sWb4cd5jL3iBHq0iq7bVSL51E95WP2qh6quBo4JUL4TODVAuQI3l7CuV4FXgx1jKOzZn8/tf/gDc+cvZNTDLzGsd1tL6qZWCkViL+k6XlA89tEyABomWctWY4xn694cTnjiKzLzm1G3ZSdeuOI4S+qm1gpFdiy6jvcEh1/HCwqfKg0S42idbL3NGWPg+5XbeWvaHAp8cPsN13BmrxaW1E2tVqWtX0TeBr4HuonIRnft7gngdBFZAZzmngfFjuxctu7N5fy+bew2N2MMAJeMvo3nb7+ImAO7uXzQEfRv3yTcIRkTVlU6YlfVkSVM+tV1vGD46ifvrH77pnVDsXpjTASZvXonf/xgCXrkGZzWqQP/+9tIEuKse2ljIupC9Y59uQCc1yeiOr8yxgTZ/DXb+ePTL/FLgz785qRjuPqE8yypG+NE1IWo179dC0DdOhH1e8QYE0Q+nzLs5kf54sUHaZS1lucu6cMxbZPDHZYxNUZEZcjE+Fi6NK9PnbiI+j1ijAmS71ft5P/eX0zCUWdw3eD+PHHLJeEOyZgaJ2IyZG6Bsn7XfvpZwxhjaqWvFq9n1DXXsXLDJi7s144HrruAJvXqhDssY2qciEnsG7N9ADS1HdmYWmfXvjxuf+kjVn7/KSn71vL0hcfQtok1ojUmkIg5Fb83z+vA7mTr99mYWmXt9myGPPM1vgZHcN/rX/DoxYPCHZIxNVrEHLH/vKsQgJQGCWGOxBhTXT6du5Kj+w8k+5dZ3HZqF8ac24/YGOvDwpjSRMwRe5EOzeqFOwRjTDVIX76Nv36+gnyfMLx7C25M60RivN3SZkxZIiax/7TTZw1ljKklpv7wC099tYHN++CGv07g2Yv7hDskYyJGxCT2OrGghQEHijPGRJH0pRsYMfRUElofyV1/epaHzukZ7pCMiSgRk9g3Zfs40RrOGRPV5qzZxZX/WUSD3kO54pxTLKkbUwkRk9jzfZCdWxDuMIwxIfLe1/P5/RtziG/ahj89cC83pnUKd0jGRKSISOyqSoEP6zbSmCj17crtjBx5MZqfxwvvfsm1J1tSN6ayIiKx78srRIFEG+TBmKgzffk2rnrtB5oOu43bh3SypG5MFUXEfey79+UBkBgfEeEaY8rp31O+5oLbHgPgHzeN4O5Lh4Y5ImMiX0gypYgMFZHlIrJSRO6t6vq2Z3vDtVoXksZUv2Dvz0X+t3ATdzzwZ/Z8+xb3ntqW849tE6xVG1OrBf1UvIjEAs8DpwMbgR9EZIqqLqvsOvccyAcgPtaO2I2pTqHYnwG+31TAvz6dT5MzbuRPZ7bhstOODka4xhhCc8R+HLBSVVerah4wERhRlRVu3ZMDQNsmSVWPzhhTEUHfn5+aMIXHHrwfX94B/jVqAJed1i8ogRpjPKFI7K2BDX7PN7qySluUsQeARknxVVmNMabigr4///3D2RTs3szff9OVob1aVik4Y8yvha1VvIiMBkYDpKamkp6eXuK8PeN93NxTWT5/NsurKb5wyM7OLvV9iHRWv+hVkf35rotPodnF/WhSuCtq369o3xaivX4Q2XUMRWLPANr6PW/jyg6jquOAcQD9+vXTtLS0Uleanp5OWfNEumivo9UvIgV9f04jat+rg6x+kS+S6xiKU/E/AF1EpIOI1AEuAaaE4HWMMaFn+7MxESboR+yqWiAitwCfAbHAq6q6NNivY4wJPdufjYk8IbnGrqpTgamhWLcxpnrZ/mxMZLEbw40xxpgoYondGGOMiSKW2I0xxpgoYondGGOMiSKiquGOARHZDqwrY7ZmwI5qCCecor2OVr+qO0JVU0L8GlVi+zNg9YsGoa5jyPblGpHYy0NEflTVqO5UOtrraPUzRaL9vbL6Rb5IrqOdijfGGGOiiCV2Y4wxJopEUmIfF+4AqkG019HqZ4pE+3tl9Yt8EVvHiLnGbowxxpiyRdIRuzHGGGPKEBGJXUSGishyEVkpIveGO57SiMirIrJNRJb4lTURkWkissL9b+zKRUTGunotEpG+fsuMcvOvEJFRfuXHishit8xYEZFqrl9bEZkuIstEZKmI3BZNdRSRRBGZIyILXf0eceUdRGS2i2mSG+kMEUlwz1e66e391nWfK18uImf6lUfM9hxskVb3aN6fo31fdq9fO/dnVa3Rf3gjSq0COgJ1gIVAj3DHVUq8JwN9gSV+ZU8B97rH9wJPusfDgU8AAQYCs115E2C1+9/YPW7sps1x84pbdlg1168l0Nc9bgD8AvSIljq616zvHscDs10sk4FLXPlLwI3u8U3AS+7xJcAk97iH21YTgA5uG46NtO05yO9txNU9mvfnaN+X3evXyv05Eo7YjwNWqupqVc0DJgIjwhxTiVR1BrCrWPEIYLx7PB44z698gnpmAcki0hI4E5imqrtUdTcwDRjqpjVU1VnqbW0T/NZVLVR1s6rOc4+zgJ+A1kRJHV2c2e5pvPtTYAjwjisvXr+ier8DnOqOSkYAE1U1V1XXACvxtuWI2p6DLOLqHs37c7Tvy1B79+dISOytgQ1+zze6skiSqqqb3eMtQKp7XFLdSivfGKA8LNxpqj54v4Kjpo4iEisiC4BteF9Sq4BMVS0IENPBerjpe4CmVLzetUG01D1qtvUi0bovQ+3cnyMhsUcV98s14m9FEJH6wLvA7aq6139apNdRVQtVtTfQBu8XeffwRmRqqkjf1iG692WonftzJCT2DKCt3/M2riySbHWnpXD/t7nykupWWnmbAOXVSkTi8b4I3lTV91xxVNURQFUzgenAILzTjnEBYjpYDze9EbCTite7NoiWukfNtl5b9mWoXftzJCT2H4AurhVjHbwGDVPCHFNFTQGKWoqOAj70K7/CtTYdCOxxp8A+A84QkcauReoZwGdu2l4RGeiu+1zht65q4V73FeAnVX3Gb1JU1FFEUkQk2T1OAk7Hu/Y4HbjAzVa8fkX1vgD4yh3lTAEuca1sOwBd8BoSRcP2XFnRUvdo2dajel+GWrw/B6sVXij/8Fpj/oJ3beT/wh1PGbG+DWwG8vGut1yDd43mS2AF8AXQRA+12Hze1Wsx0M9vPVfjNdBYCVzlV94PWOKW+Seuk6FqrN+JeKfmFgEL3N/waKkjcDQw39VvCfCgK++ItyOvBP4LJLjyRPd8pZve0W9d/+fqsBy/1sCRtD2H4P2NqLpH8/4c7fuye/1auT9bz3PGGGNMFImEU/HGGGOMKSdL7MYYY0wUscRujDHGRBFL7MYYY0wUscRujDHGRBFL7MYYY0wUscRujDHGRBFL7BXkxvRNq4bXuVJEZob6dSKJiLwkIg+EO45gE5EbRWSriGSLSNNwx1Ob2P4cPrY/h05c2bMYf6raM5jrE5HlwDmq+ksw1xuNVPWGUKxXRB4GOqvqZaFYfxmvHQ88AwxU1YXV/fq1ne3P4WP7c+hE7RG768+4RtdPRDoBsdH4JeA3wELEC/G2lIrXjeXSii4YCdt4sERCXW1/jgy1Yn8OYp+8bYH3gO14o+H805XHAH8E1uGNEjQBaOSmtcfrq/gqvDFtdwM3AP3x+vbNLFqPm/9K4Fu8Pof3AD8Dp/pNTwf+5OY5AHTGG6JvGrALr4/fi4r18bsMyMIbkedOV94M+Mi9/i7gGyDGTVsLnOYeJwB/Bza5v79zqM/hNLy+pce4em/Grw9lN8+twFj3uCne4AF78foofgyY6TdvafVIAv7m3uM9wEwgyU07F28jy3Tvz5F+y60F7nLv9T68ASFSgU/ce/IF0LjYZzXa1XVz0fvlpj8MvAO84epwLd7ISK+4eTOAx/G++HCfzdcu3h3AJD3UH/Wz7j3bi9cndS837XXgcb/XvA6vT+dd7r1r5TdN8balFa7uzxOgn2pgKJCH1xd4NrCwlG3pKrwBJLKA1cD1fusp9fMmwLYGdHXvu7rX/srNezze4BJ73P/jy9jGFbjJ1TULb9vpBHzn3sPJQB3bn21/xvbnWrE/ByupxwIL3QdYD+8Xy4luWtHgAB2B+nhfFv8ptnG95JY5A8gBPgCa4w1Yvw0Y7PdFUAD8AYgHLnZvVhO/N2k90BPvMkMjvC+Yq9zzPngbXQ83/2bgJPe4MdDXPf6Liyne/Z1UtBFx+BfBo8AsF2uKe+Mf89swCtw88W5D2I/bsdw8nwJnuscT3QdWD+jlNpaZblq9MurxvKt7a/dZHI/3JVW0oZ3uYrjbfRZ1/OoyC2/nL3qv57n1JwJfAQ8V+6zedvEchfelX/RePIy3M52H9+WfBLwP/MvN3xzvC+56N//beIMqxHD49nImMBdIxvtSOBJoWfyLABji3oO+rq7/AGYU+yL4yK2nnYt1aAnb78PAG8XK0jl8W4oHzsLbwQQY7D7PvuX5vCl5Wyt6X+Pc8yZ4CfFy97oj3fOmpcSleKNTNXTluXiDeHTE2weWAaNsf7b9Gdufa8X+HKzEPsi90XEBpn0J3OT3vJvbYOL83oTWftN3Ahf7PX8XuN3vi2ATfr/U3MZ1ud+b9KjftIuBb4rF8y8ObdzrgeuBhsXmedS9sZ0D1Gcthzb+VcBwv2lnAmv9NowD/u8J3o420D2u6+qagLfz5gPd/eb9M4e+CEqsB96OdAA4JkCsDwCT/Z7H4H3BpPnV5dJi7/WLfs9/D3xQbIP1j/Ep4BW/ncl/R0x1G2SSX9lIYLp7PAEYB7QpFvMQvJGSBuKOqvymvc6hL4JXgKf8ptV372F7vy+CE/2mTwbureAXwaOB5veb5wPgtnJ+3iVta0Xva9EXweXAnGLzfA9cWVJcbvkT/J7PBe7xe/434O+2P9v+jO3PtWJ/DtZ1hrbAOlUtCDCtFd4ppSLr8L4EUv3Ktvo9PhDgeX2/5xnqaue3vlZ+zzf4PT4CGCAimUV/wKVACzf9fLxfYutE5GsRGeTK/4r3S/hzEVktIvcGqFdJdfOPZWex92S/X11OBb5T1Vy8o4O4YrH7r7e0ejTD+4W8qqz4VNXnXqO13zwVee8JEGNp7308sNkv5n/h/dIH72hDgDmuZfLVLsav8E7NPg9sE5FxItKwHHXLxvti9a/bFr/H/u99efnXBxEZJiKzRGSXq89wvPe/SGmfd0nbWnHFtyncc/96beDXKvo5lsb258Cx2P5s+3NE7M/BSuwbgHYlNLDYhLdRFGmHd4pja4B5y6O1iEix9W3ye+7/JbEB+FpVk/3+6qvqjQCq+oOqjsDbOD/A+xWIqmap6hhV7Yh3TesOETm1nHXbFGC+QIYDU93j7XjvSdti6ypPPXbgne7sVFZ87n1ri/crv7KKx1jae58LNPOLuaG6VsiqukVVr1PVVni/fF8Qkc5u2lhVPRbogXf68a5y1K0e3nXNytRNyyoXkQS8I6CngVRVTcb7/CTwosVWVMK2FkDxbQq899m/XiXFGyy2PweOpTS2P9v+HEhY9udgJfY5eNccnhCReiKSKCInuGlvA38QkQ4iUh/vlNSkEo4GyqM5cKuIxIvIhXjXbKaWMO9HQFcRudzNHy8i/UXkSBGpIyKXikgjVc3Ha5TgAxCRs0Wks9tx9gCFRdOKeRv4o4ikiEgz4EG8xiblMQz4GEBVC/GuVT4sInVFpAcwqjz1cL/aXwWeEZFWIhIrIoPchjsZOEtEThXvNowxeDvnd+WMMZAHXIw98a4RTgo0k6puBj4H/iYiDUUkRkQ6ichgABG5UETauNl3423cPlevAS7efXhfciW991eJSG9X1z8Ds1V1bSXqtBVoX0aL1Dp4p1m3AwUiMgzvGnKZStvWApiK91n/TkTiRORivC/Ej8pbmSCw/dn258PY/nxIJOzPQUnsbkM+B69F33q81oQXu8mvAv8BZgBr8D7Y31fh5WYDXfB+2f4JuEBVd5YQVxbeh3UJ3i+nLcCTeB8oeNc/1orIXrwWl5e68i54LUiz8a6HvKCq0wO8xOPAj3itUBfjNVR5vKwKiEgvIFtV1/sV34J3emUL3rWn1ypQjzvd6/+A16L0SbzrWcuBy/AaouzA+4zOUdW8smIsxdd4pzW/BJ5W1c9LmfcKvB1oGd7O/g7Q0k3rD8wWkWy8FrC3qepqvAYj/3bzr8M7HffX4itW1S/wrjm+i5eEOuG9P5XxX/d/p4jMCzSD+wxuxfty3Q38zsVdXiVta8VfZydwNt6X9k68U5xnq+qOCrxWldj+bPtzCWx/PqRG789FLUMjgohcCVyrqieGO5aqEJG78U5p3R3uWMpLRNrjfZHHV+HozJiDbH8OH9ufo1vUdDoQYdYC/wt3EMaYoFiL7c+mBilXYheRtXg3yhcCBaraT0Sa4F2PaY+3YV+kqrvddaznOHTf35WqGvB0SG2lqiU1tDDGRBjbn01NU65T8S6x9/O/LiAiTwG7VPUJ8W4faayq94jIcLxrbsOBAcBzqjogJNEbY4wx5jBVaTw3AhjvHo/H66GoqHyCemYBySLSMsDyxpgqcK3V54jIQvHuHX7Elb8pIstFZImIvOpaJCMid4nIAve3REQK3Zk3RGStiCx20370e40mIjJNRFa4/43DU1tjTHmVN7ErXucOc0VktCtLdbdAgNeqs6iDitYcfsP9Rg6/Gd8YExy5wBBVPQboDQwVkYHAm3h9kR+F1xXotQCq+ldV7a2qvYH78O6l3uW3vlPc9H5+ZfcCX6pqF7yW0yV17mKMqSHK23juRFXNEJHmwDQR+dl/oqqqiFSoeb37gTAaIDEx8dh27dqVsUR4+Xw+YmJq7uBSNT0+qPkx1uT4CgsLWbNmDT6fb4eqpoC33+HdwgWH+kFXVT14H7iIzAHa/GqFXnegb5fjpUfgda8J3pm5dOCe0hZo1qyZtm/fvhyrrrh9+/ZRr169kKy7ulldap7qqsfq1avZvXv3wX052MqV2FU1w/3fJiLvA8cBW0Wkpapudqfat7nZMzi8N6M2BOg9SFXH4fUtTLdu3XT58uWVr0U1SE9PJy0tLdxhlKimxwc1P8ZgxLcp8wDrdu4PTkDFrF+zkktOH3hY95QiEovXl3Rn4HlVne03LR7vftvbii1TF28UrFv8iovOyinwL7d/Qsln5krUvn17fvzxx7Jmq5Savg1VhNWl5qmuemRmZtK4cePiXc0GTZmJXbyu/WJUNcs9PgNvUIUpeL0pPeH+f+gWmQLcIiIT8RrP7fH7YjAmql368mzW7NgXlHWpKpkzxhPfuDX1jz69pHkKgd4ikgy8LyK9VHWJm/wC3kAe3xRb7Bzg22Kn4X91Vk5VZxR7rRLPzPmfgUtNTSU9Pb1ilS2n7OzskK27ulldap5Q1mPDhg188MEH3HTTTcTGxobkNYqU54g9Fe8Lo2j+t1T1UxH5AZgsItfg9Sh0kZt/Kl6L+JV4t7tdFfSojamh9h7I57QjU7nmxA5VXldBfj53fvcMbZo05M7rBgJw/JOB51XVTBGZjnckvkREHsIbjOT6ALNfQrHT8CWclZtByWfmir/+wTNw/fr101Ad9UTLkSFYXWqiUNbj+eef55tvvuHpp5+mQ4eqfz+UpszE7roFPCZA+U68EY2Klytwc1CiMybC+FRplZzIoE5NK78On4/8/HwSEhKY8cUn1KlTBzlsnBSPiKQA+S6pJ+GN0/2kiFyLN+Toqa7vcf9lGuGNPX2ZX1lJZ+Wg5DNzxphyKGq7c/PNN3PxxRfTrFmzsheqoprZUsiYCFXoU2ICJOGKuOmmmxgxYsTB5B4oqTstgekisgivX/FpqvoR8BLembbv3e1rD/ot8xvgc1X1v16QCswUkYV4A8B8rKqfumlPAKeLyArgNPfcGFMO8+fPp3fv3qxYsQKgWpI6WJeyxgSVT6lyYj/uuONISUkhLq703VNVFwF9ApSXuKCqvo43KIl/WcCzcm5awDNzxpiyxcfHk5CQUO1321hiNyaIfKrEVmIfLigoYPXq1XTt2pWrr746+IEZY6rNli1baNGiBb169WLOnDmlnXULCTsVb0wQVfZU/J133snAgQPZvn17CKIyxlSXRYsW0aVLF/7zn/8AVHtSBztiNyaofKrExFR8R7799tvp0aMHKSkh6a/CGFNNunfvzrXXXstpp50WthjsiN2YIPIpxJbzF/qBAwcO/qpv3749o0ePLmMJY0xNNXPmTLKzs6lTpw7PPvssLVuGb4gUS+zGBJF3Kr58844bN45Ro0Yxf/780AZljAmprVu3csYZZ3DvvTVjKAU7FW9MkPh8Xqds5T0V//vf/56+ffvSp8+vGrYbYyJIamoq//3vfzn++OPDHQpgR+zGBI1PvcRe2qn4vXv3Mnr0aHbu3ElMTAwnnXRSdYVnjAmyiRMn8u233wJw1lln0bhxzRjV2BK7MUFSqGUfsS9evJi33347ZIOkGGOqR15eHo8++ihPPllCP89hZKfijQkSn+u8NdDtbkXdSp5wwgmsXbuWpk0r3+WsMSb86tSpw5dffkmjRo3CHcqv2BG7MUFy8FR8sb1q+/btDBgwgKlTvWHSLakbE7mef/55xowZg6rSsmVL6tatG+6QfsWO2I0JkoOn4osdscfFxZGYmEidOnXCEZYxtVp+oY/8Ql/ZMwK5Bcr+vIJS51n608+sX7eOvftziI+PD0aIQWeJ3ZggOdgq3iX2bdu20bRpUxo3bsyMGTPC0gOVMbVZVk4+JzzxFXtzSk/Wh/nis4DFvrwcYuokovXOhO6FHPPYV0GKMvgssRsTJC6vExsjZGVlMWjQIM4880xeeOEFS+rGhEHm/nz25hRw1lEtObpN2dfCV61eRaeOnX5V/tlb/+L7T9/jzn9MpH6j4LR8vyGEbe4ssRsTJIUHj9ihQYMG3HDDDZx88slhjsoYk9YthQv7tS1zvnTdQNrgXyf2HjHnkBqTxe1n9SE2NjYoMd0QlLUEZondmCDxqZK/K4NtGfWB9tx1113hDskYQ+UGYlFVFi5cSO/evTnppJMiqs8JaxVvTJDkFxSy/YO/8PwDv0ddQzpjTPgU7YaVuRD2/PPP069fv4js8tmO2I0JFhGanXUHtwzrUS3X1EUkEZgBJODty++o6kMi8ibQD8gH5gDXq2q+iKQBHwJr3CreU9VH3bqGAs8BscDLqvqEK+8ATASaAnOBy1U1L+SVMyYIlMr/wB41ahQAvXv3DlI01ceO2I2povnz5/PKK6/g80Gd1I6069Stul46FxiiqscAvYGhIjIQeBPoDhwFJAHX+i3zjar2dn9FST0WeB4YBvQARopIDzf/k8CzqtoZ2A1cE/pqGRMcB4/Yy/k7u7CwkBdffJH8/HwaNGjALbfcEpENXy2xG1NFzz77LI899hhZ2dnArzuoCRX1ZLun8e5PVXWqm6Z4R+xtyljVccBKVV3tjsYnAiPE+0YbArzj5hsPnBfsehgTKkXH6+XNzfPmzeOmm27igw8+CFVI1cJOxRtTRf/+97/Zvn07uQleD1SBupQNFXe0PRfoDDyvqrP9psUDlwO3+S0ySEQWApuAO1V1KdAa2OA3z0ZgAN7p90xVLfArbx2quhgTKlLOq+z9+/dn1qxZDBgwIMQRhZYldmMqYcaMGTz99NNMnDiRunXr0qZNG1ZszQKqN7GraiHQW0SSgfdFpJeqLnGTXwBmqOo37vk84AhVzRaR4cAHQJdgxCEio4HR4A1hmZ6eHozV/kp2dnbI1l3drC6ht2Wf1+PcTz/9RPKeFQHnyc/P57nnnuOCCy6gWbNmADWyLhVhid2YSsjIyGDNmjVkZWUd7Cu68GBf8dV/TU5VM0VkOjAUWCIiDwEpwPV+8+z1ezxVRF4QkWZABuB/k28bV7YTSBaROHfUXlQe6PXHAeMA+vXrp2lpacGs3kHp6emEat3VzeoSequ2Z8M3X9Ojx5Gk9Q58smndunXMmzePESNGUL9+/RpZj4qya+zGVEC2u44+cuRI5s2bR2pq6sFppY3uFgoikuKO1BGRJOB04GcRuRY4Exipqj6/+Vu46+aIyHF4+/9O4Aegi4h0EJE6wCXAFHeNfjpwgVvFKLxW9cZEhNLuOi0o8K4wHXHEEfz0009cd9111RRV6FliN6acPv/8czp06MC8efMAfjUAhE8P9TxXTVoC00VkEV5ynqaqHwEvAanA9yKyQEQedPNfgHc0vxAYC1zi2tgVALcAnwE/AZPdtXeAe4A7RGQl3jX3V6qrcsZUnbdPFm/Zvn//fs4880yeeeYZgBo59GpV2Kl4Y8qpR48eDBkyhA4dOgScXtSlbHWdilfVRUCfAOUB92tV/SfwzxKmTQWmBihfjddq3piIU1IHNXXq1CE1NZXmzZtXe0zVwRK7MWWYP38+vXv3pk2bNkyaNKnE+Q4esYfhGrsxpmRFB+x79uwBvCP0N998MyLvUS8POxVvTCnmzJlDv379ePnll8uc11fCeOzGmPA4eB87gs/nY/jw4YwYMQJVjdqkDnbEbkyp+vfvz9///nd+97vflTlvoWumFhvFXxjGRBL/nudiYmIYM2YM8fHxUZ3UwY7YjQnozTffZOvWrYgIv//976lXr16Zyxw6FR/q6Iwx5aEohft2s2z+HAB++9vfcs4554Q5qtAr91eQiMSKyHwR+cg97yAis0VkpYhMcrfJICIJ7vlKN719iGI3JiQ2b97M6NGjefLJJyu0nM9np+KNqUlUYdfnL/L47dewb9++cIdTbSpyKv42vFthGrrnRYNDTBSRl/AGh3jR/d+tqp1F5BI338VBjNmYkGrZsiUzZ86kZ8+eFVounB3UGGN+TRWanHEjfxjQsFxn3aJFuY7YRaQNcBbwsnte2uAQI9xz3PRTJdovaJio8MYbb/D+++8D0KdPH+rUqVOh5d0Bux2xGxNma9eu5eGHH0ZVia3XmB69a9cdm+U9Ff934G6gqBer0gaHODighJu+x81vTI2Vm5vLrFmz+Pjjjyu9jkOn4oMVlTGmMiZNmsRzzz1HxsZ1QPlHd4sWZZ6KF5GzgW2qOldE0oL1wv6DRqSkpNT4Tvdr6iAHRWp6fBDcGAt8yufr8skpKHve0qgq6vMRExvLgKsfIqleA2799+eVWlfRgBML5s9jz+rYqgVmjKmwotvY7r77bi699FIypQGwoZxju0WP8lxjPwE4140GlYh3jf05Sh4comhAiY0iEgc0wuuP+jD+g0Z069YtZINGBEtNHeSgSE2PD4Ib449rdzH58++Byv8aV1V2f/kyBft2kXLOnYjUBSkECisdV6OkeM465QSaN0ys9DqMMRW3dOlSrr/+eiZNmkTr1q1p06YNmRl7wh1WWJSZ2FX1PuA+AHfEfqeqXioi/8Xre3oihw8OMcU9/95N/8oNJmFM0OS5m8bfvm4ggzpV/krP00//TEZGBs88cQ5ff/11jf9xZIwJLDs7mx07dpCVlXWw7NB97LXrmL0qHdTcA0wUkceB+RwaHOIV4D9u0IhdeCNFGRNURSOpVaYFus/nY9OmTbRp04Y777wz6nuhMiaaZWZmkpyczIABA1i6dCmxsYcug2nRIDDhCi5MKtSVhqqmq+rZ7vFqVT1OVTur6oWqmuvKc9zzzm766lAEbmq3Q7eWVXzZO++8k+OOO46dO70rRJbUjYlMixYtolOnTrz77rsAhyV1f7VtF7cuZU1EqkpnMNdeey2tW7emaVO7WcOYSNa5c2fOPfdc+vfvH3C6f5eytYl1fmkiUkWHSM3Ly2PKlCmAN/zqmDFjQhabMSa05s2bR25uLnXr1uW1116jXbt2AefzHwSmNrHEbiJSYQVHUvvHP/7BiBEjWLhwYSjDMsaE2ObNmznppJO47777ypy3trbbtlPxJiL5KnjEfuutt3LkkUdyzDHHhDKsaiUiicAMIAFvX35HVR8SkTeBfkA+MAe4XlXzReRSvEavAmQBN6rqQreuta6sEChQ1X6uvAkwCWgPrAUuUtXd1VVHY4pr2bIlL7/8MqeddlqZ8x5M67XrgN2O2E1kKk+/7Pv27ePOO+8kKyuL+Ph4hg8fXl3hVZdcYIiqHgP0BoaKyEDgTaA7cBSQBFzr5l8DDFbVo4DHcP1I+DlFVXsXJXXnXuBLVe0CfOmeG1PtpkyZcvCM28iRI0lJSSlzmYPX2EMZWA1kid1EpMJyNJ6bPXs2//jHP/jmm2+qK6xqpZ5s9zTe/amqTnXTFO+IvY2b/zu/o+1ZReVl8B/7wX9MCGOqTW5uLrfffjt//OMfK7V8bbvzxU7Fm4hUlNjjAhyxF92XPmTIEFatWkWbNuXJX5FJRGKBuUBn4HlVne03LR64HG9kxuKuAT7xe67A5yKiwL9cz5AAqaq62T3eAqSWEMfBLqJTU1ND1r1xJHSdXF5Wl4p5/PHHadSoUYVeZ8VurxfJxYsWopvKTnfR8plYYjcRqaRW8bt37+b888/nkUce4aSTTorqpA6gqoVAbxFJBt4XkV6qusRNfgGYoaqHnbIQkVPwEvuJfsUnqmqGiDQHponIz6o6o9hrqUv8geI42EV0v379QtZFdCR0nVxeVpeyvf7662RkZPB///d/lVq+/tpdMPt7jjnmGE7qUvap+2j5TOxUvIlIvqJW8cUSe15eHrt27WLPntrVR7SqZgLTgaEAIvIQkALc4T+fiByNN/zyCFXd6bd8hvu/DXgfKBrncquItHTLtgS2hbQixjiqSnp6Ol9//TUFBZUb7al2tom3I3YToQqLupR118727NlDw4YNSU1NZe7cuSX2QBVNRCQFyFfVTBFJAk4HnhSRa4EzgVNV1ec3fzvgPeByVf3Fr7weEKOqWe7xGcCjbnLR2A9PcPiYEMaETF5eHnXq1OGVV14hPz+fuLjKpapDjedq1zV2O2I3EengfewxXlIfNGgQ997rNdiuDUndaQlMF5FFwA/ANFX9CHgJ71r49yKyQEQedPM/CDQFXnDlP7ryVGCmiCzEa2z3sap+6qY9AZwuIiuA09xzY0Lmueee4/jjj2fPnj3ExsaSmFj5kRKL7mOvZW3n7IjdRKaD97GL0LBhQ8477zyGDh0a5qiql6ouAvoEKA+4X6vqtRy69c2/fDUQ8AZ/d7r+1KpFakz5denShe7du1O3bt2grbOW5XVL7CYyFfqUgj3b2LplE007d+DPf/5zuEMyxlSSqrJy5Uq6dOnC8OHDg9bnhHVQY0wEKSgsZNs7j3DlpSNrbbeRxkSLF198kaOOOorFixcHdb219Rq7HbGbiKQITc68mb//Pq3WdT5hTLS5+OKLyczMpGfPnkFdr9bSdvF2xG4iyrJly3jnnXcoVCWxTQ/69u0b7pCMMZXg8/l488038fl8NG3alPvvv5+YmCCnJBu21Zia76GHHuKOO+4g58ABoPyDwBhjapZPPvmEyy67jPfeey9kr3Fo2NbaxU7Fm4jy2muvsW3bNv632usqMra2/RQ3JkoMHz6czz//vFyjtFVVbbtcZ0fspsabPXs2o0aNIj8/n/r169OxY0e/+9hr1w5rTCQrKChgzJgxrFu3DhHh9NNPD2nSVTsVb0zNtGDBAr799lt27NhxsMznUzsNb0yEWbt2La+99hpTp06tltcrajxX274p7FS8qbFyc3NJSEjg+uuv5/LLLz+sw4oCn9ppeGMiRNGIi507d+ann34iNTXgIIEheN1qeZkax47YTY301Vdf0bVrV5YtWwbwq16ofKoEuwGtMSb4cnJyOPfcc3n11VcBqi2pg1/juVp2DGBfjaZGatu2LT169CAlJfBQi4V2xG5MxCgoKKj0CG1Vcajzqtr1XWGn4k2NsmLFCrp06UKXLl345JNPSpyv0KfWcM6YGmzfvn3ExMSQlJTExx9/HPx71Cugth0D2BG7qTFmzZpFjx49+M9//lPmvD61xnPG1FQ+n4+zzjqLCy64AFUNW1KvncfrdsRuapB+/frx4IMPMmLEiDLnLfQpcZbYjamRYmJiuOKKK2jQoEF47yE/eLtb7fqusMRuwu7DDz9k8ODBJCcn88ADD5RrGZ8qMbVsZzWmptu1axfr16+nd+/eXH311eEOp9be7man4k1YZWRkcPHFF/PYY49VaLlCu48dEUkUkTkislBElorII678TRFZLiJLRORVEYl35SIiY0VkpYgsEpG+fusaJSIr3N8ov/JjRWSxW2as1LZDH1Mh11xzDcOGDeOA6/I53Grr7W52xG7CqnXr1kybNo3+/ftXaLlCH3bEDrnAEFXNdsl7poh8ArwJXObmeQu4FngRGAZ0cX8DXNkAEWkCPAT0wzt5OVdEpqjqbjfPdcBsYCowFCi5VaOp1Z599llWrVpFUlJSuEMBam/Pc5bYTaWs3p7Nla/9wIH8wnIvk5eXR51vvwBg6/fvk9T8CBp2cgeNM2ZW6PX3HsinRaPECi0TbdS7lyfbPY13f6qqB7v1EpE5QBv3dAQwwS03S0SSRaQlkAZMU9VdbplpwFARSQcaquosVz4BOA9L7MZPRkYG77zzDoMHD6Z9+/a0b98+3CH9io3HXoyIJAIzgAQ3/zuq+pCIdAAmAk2BucDlqponIgnABOBYYCdwsaquDVH8JkxWbd/H+l37GdqzBY3r1SnXMps3baJlq1QK8nIZP24aDTt047Szh1U6hgEdmlR62WghIrF4+19n4HlVne03LR64HLjNFbUGNvgtvtGVlVa+MUC5MQeNGzeO1157jbvvvpt27dqFO5zD1NYOaspzxF7S6b47gGdVdaKIvARcg3fa7hpgt6p2FpFLgCeBi0MUvwmTQp8PgNtO68KRLRuWa5n09J0MHtwLEeHe07+nUaNGxMXZSaOqUNVCoLeIJAPvi0gvVV3iJr8AzFDVb0Idh4iMBkaD17NYenp6SF4nOzs7ZOuubtFSl8GDB9OqVStWr17N6tWrwx3OYRZv9TrFmTv3R3asiC1z/mj5TMr8Vi3pdB8wBPidKx8PPIyX2Ee4xwDvAP8UEVGtrc0YolOhl9fL3YBNVXn11Vd5++23eemll2jatGkIo6t9VDVTRKbjXQNfIiIPASnA9X6zZQBt/Z63cWUZeKfj/cvTXXmbAPMHev1xwDiAfv36aVpaWqDZqiw9PZ1Qrbu6RXJdVqxYwe23386ECRNo2rQpMTExNbIuuUu3wPy59OvXj56tGpU5fyR/Jv7K1SpeRGJFZAGwDZgGrAIyVbWoj0D/U3QHT+u56XvwTtebKFLgjtgr0jK9sLAQn8+H/cYLDhFJcUfqiEgScDrws4hcC5wJjFRVn98iU4ArXOv4gcAeVd0MfAacISKNRaQxcAbwmZu2V0QGutbwVwAfVlsFTY21YcMGFi9ezObNm8MdSqlq61dNuc6DFj/dB3Sv6gv7n7pLSUmp8ac/avopmuqOb+km7zfdj3PmsKFeyb8PVZW9e/fSqFEjLrnkEurXr8+MGTOqK8wKqemfcQAtgfHuOnsMMFlVPxKRAmAd8L27O+09VX0Ur1X7cGAlsB+4CkBVd4nIY8APbr2PFjWkA24CXgeS8BrNWcO5IFq/c3+FGqCGW86BAyQmJdG6R38+/mYe8QkJLN+SxcYsH8u3ZIU7vF/JyPRuu7PGc6XwO903CEgWkTh3VO5/iq7odN9GEYkDGuE1oiu+roOn7rp16xayU3fBUtNP0VR3fNt/3ACLFnH8oIG0bVK3xPnuvvtu3nnnHebOncvChQvtPQwiVV0E9AlQHnC/dpfDbi5h2qvAqwHKfwR6VS1SE8iK3YVc+dfp4Q6j3PK2r2Pb5AdoOuw2kjoe++sZvq2ZP9gBkuqUfX09mpSnVXwKkO+SetHpvieB6cAFeC3jR3HoFN0U9/x7N/0ru74efQp93kda1qn4Cy+8kHr16pGcnFwNURkTObLzvX3onqHdOaJpyT+Oa4rsvZ34+9r/cfWo02jVrsNh05YuXUrPnj3DFFnpGiXF0z4C3t9gKs8Re0mn+5YBE0XkcWA+8Iqb/xXgPyKyEtgFXBKCuE2YFbrfaoH6ay8oKODbb79l8ODB9O/fv8KdzxhTm5zYuRlHtSm7YVe4/PTTT3Tp0oW4uJZc9GXgKzF1dy4n7aiW1RyZKUmZjedUdZGq9lHVo1W1l7tWh6quVtXjVLWzql6oqrmuPMc97+ym16z7H0xQlHbE/swzz3DKKaewZMmSX00zxngioVe0jIwMjjvuuHKP4WBqBruJ2FRKaYn9lltuoV27dvTqZZdmjYlkrVu35q9//SvnnntuuEMxFWCDwJhKKZ7Yc3JyeOyxx8jJyaFu3bpccoldgTGmNDW54dEXX3zBihUrALjhhhto1apVmCMyFWGJ3VRKQbHEPn36dB5++GG++uqrcIZljKminJwcrrrqKu64445wh2IqyU7Fm0opfsQ+bNgwli1bRrdu3cIZljERp6ZdY09MTOTTTz+lZUtrDBep7IjdVEqhT/Hl7ufC3/6WBQsWAFhSN6YCDjaeqyGdp0yePJkXXngBgJ49e9KkiQ2yFKkssZtK8RJ7NkuXLmHVqlXhDscYUwWqyqRJk5g0aRKFhZHTE54JzE7Fmwo7cOAAhT4lITmVZcuWkZCQEO6QjIk4NWVI0cLCQmJjY3nrrbcoKCggNrZ29dIWjeyI3VTInj17GDRoENPefolYEUvqxkSwf/3rX5x++uns37+fhIQE6tWrF+6QTBBYYjcV0qBBAwYNGkSrTj0qNLKbMSawcB6xN2jQgIYNGxITY6kgmtinacpl06ZN7Ny5k5iYGF588UU69D4hYHeyxpiKCUfjuU2bNgHwu9/9jvfff5/ExMRqj8GEjiV2U6bCwkLOPPNMzj///INjqftUibHEbkylhauDmpdeeonu3bvz888/AyDhvshvgs4az5kyxcbG8tRTT9G4ceODXwIFPp8dsRtTFWHqK/6cc85h7dq1dO7cuXpf2FQbO2I3JVq5ciWfffYZ4HVAM3DgwIPTCn12xG5MpFBVPv74Y1SV1q1b88QTTxAXZ8d10coSuynRHXfcwbXXXktOTs6vphX61I7Yw0xEEkVkjogsFJGlIvKIK79FRFaKiIpIM7/57xKRBe5viYgUikgTN22tiCx20370W6aJiEwTkRXuf+Pqr2l0Oni7WzW81ocffsjZZ5/Nhx9+WA2vZsLNErsp0euvv85nn30WsGFNgU+tVXz45QJDVPUYoDcwVEQGAt8CpwHr/GdW1b+qam9V7Q3cB3ytqrv8ZjnFTe/nV3Yv8KWqdgG+dM9NEFXHqfgRI0YwefJkRowYEfoXM2Fnid0cZuHChdx2220UFhbSpEkTevToEXA+nyX2sFNPtnsa7/5UVeer6toyFh8JvF2OlxkBjHePxwPnVSJUE0CoG8/5fD4eeeQRtm7diohw4YUXWkO5WsISuznMF198wXvvvcfWrVtLnc+O2GsGEYkVkQXANmCaqs4uxzJ1gaHAu37FCnwuInNFZLRfeaqqbnaPtwCpwYncHMrsodmPli9fzlNPPcXkyZNDsn5Tc1nrCQMc6lZyzJgxXH311TRuXPqlVJ8qsfbrP+xUtRDoLSLJwPsi0ktVl5Sx2DnAt8VOw5+oqhki0hyYJiI/q+qMYq+lIhLwQNP9GBgNkJqaSnp6eiVrVLrs7OyQrbu65eTmAMKcOXPYWD80x1gvv/wyLVu2DPl7Fi2fS7TUwxJ7lMnJL8SnFTvJ9/133/L7m27infc/oH2HDiTUa8D+vIJSl8nN99kRew2iqpkiMh3vSLysxH4JxU7Dq2qG+79NRN4HjgNmAFtFpKWqbhaRlnhnBgK9/jhgHEC/fv00LS2tKtUpUXp6OqFad3X7ftMXQC4DBhxHp5T6QVlnfn4+V1xxBRdeeCG//e1vg7LO8oiWzyVa6mGJPYp8MD+D2yctqPByedtWs2uvcsbY74hr8Eu5lzumTaMKv5YJHhFJAfJdUk8CTgeeLGOZRsBg4DK/snpAjKpmucdnAI+6yVOAUcAT7r81qw6yYP48zs3NZf369WzYsCGIazWRxhJ7FFm7cx8A9w7rXq4vi8wdW0lulgp0R68YVuGGNf3a23jNYdYSGC8isXjtZSar6kcicitwN9ACWCQiU1X1WrfMb4DPVXWf33pS8U7jg/ed8JaqfuqmPQFMFpFr8FrZXxTyWtUSwWw8l5OTQ2xsLPXr1yc9PZ34+Pggrt1EGkvsUaTQNWi7YXCnMuedPXs2aZedyoQJE7jwwgurIToTbKq6COgToHwsMLaEZV4HXi9Wtho4poT5dwKnVjFUU4qqtlQvLCzk3HPPpUmTJrz99tuW1I0l9miSX1j+luq9e/fmpptuYsiQISGOyhgTSrGxsZx55pk0a9bMbmczgCX2qFJYjv7bv/zySwYNGkTdunX529/+Vk2RGWOKKxpQqbKpeO/evWzZsoWuXbsyZsyY4AVmIp7dxx5FCsro5nX9+vUMGzaMRx55pBqjMsaUprIH2aNGjeK0004L2OWzqd3siD2KFBQqcbEl/1Zr164d77//PoMHD67GqIwxofDnP/+ZlStX2ljq5lfsiD2KlNQb3CuvvMKcOXMAOOuss6hfPzj3zBpjKu/QIDDlP2Tftm0b48d7PfweeeSRnHPOOSGIzEQ6S+xRJNA19gMHDvCXv/yF5557LkxRGWNKU5FT8X/729+48cYb2bhxY+gCMhHPTsVHEe9U/OHfEklJScyYMYOmTZuGKSpjTCAV7CASgMcff5yRI0fSpk2b4AdkooYdsUcRr/Gc95H+5S9/4b777kNVadWqFQkJCWGOzhhTGevWrePSSy8lKyuL+Ph4evfuHe6QTA1niT2KFHVQo6qsW7eO9evX4/P5wh2WMaYKFi9ezOeff87q1avDHYqJEGWeiheRtsAEvG4nFRinqs+JSBNgEtAeWAtcpKq7xesh4TlgOLAfuFJV54UmfOMvr6AQ8g4gIrzwwguoKrGxseEOyxgTwMHGcyVcYy8oKCAuLo6zzz6b1atX06BBg2qLzUS28hyxFwBjVLUHMBC4WUR6APcCX6pqF+BL9xxgGNDF/Y0GXgx61CagOe+8wJyxN7Fnzx5iYmIsqRsTAQL1Frd8+XKOPPJIvvnmGwBL6qZCyjxiV9XNwGb3OEtEfgJaAyOANDfbeCAduMeVT1CvW6VZIpJcNOxj8MM3/lK79WPf/hwaNmwY7lCMMWUore1ccnIybdu2tUavplIq1CpeRNrjDToxG0j1S9Zb8E7Vg5f0/ccM3OjKLLGHgM/nY/78+QCkdD+WBp36WH/RxkQQ/7113bp1tGvXjtTUVL766quwxWQiW7kTu4jUB94FblfVvf7JQ1VVRCp084aIjMY7VU9KSgrp6ekVWbzaZWdn18gY33rrLV577TXGjh3Ljr3tAWpknFBz38MiNT0+E2WKfWNu2LCB3r1784c//IEHH3wwPDGZqFCuxC4i8XhJ/U1Vfc8Vby06xS4iLYFtrjwDaOu3eBtXdhhVHQeMA+jWrZumpaVVrgbVJD09nZoYY58+fejfvz+dO3emwc8JJMTHkJY2MNxhBVRT38MiNT0+E12KN55r06YN99xzDyNHjgxbTCY6lNl4zrVyfwX4SVWf8Zs0BRjlHo8CPvQrv0I8A4E9dn09uPLz8xk7diwFBQU0atSI6667DhEh36fExtgdjMZEkh9mfc/GjRsREe69916OOOKIcIdkIlx5ssAJwOXAEBFZ4P6GA08Ap4vICuA09xxgKrAaWAn8G7gp+GHXbh9//DG33XYb06ZNO6y80OcjvpzjsZvIJyKJIjJHRBaKyFIRecSV3yIiK0VERaSZ3/xpIrLHbz9+0G/aUBFZ7pa716+8g4jMduWTRKRO9dYyuvnyc7lu1KXccsst4Q7FRJHytIqfSclDBp8aYH4Fbq5iXKYU5513Hj/++CPHHnvsYeUFhYEHgTFRKxcYoqrZ7nLZTBH5BPgW+AjvTpXivlHVs/0LRCQWeB44Ha+x6w8iMkVVlwFPAs+q6kQReQm4BruFNWhi4hN4/e3JHNuzW7hDMVHEzttGiP3793P55Zfzyy+/APwqqYPrUjbWEnttoZ5s9zTe/amqzlfVtRVY1XHASlVdrap5wERghLsMNwR4x803HjgvKMHXcv/73/9Y9J3X6r3vsf1p3rx5mCMy0cQGgYkQmzZt4osvvmD48OF07do14DyFdo291nFH23OBzsDzqjq7jEUGichCYBNwp6ouJfAtqgOApkCmqhb4lbcuIY6Dd7mkpqaG7O6CaLhzQVV59NFH2bQrm7jzB/H9d9+RnBjZ+200fC4QPfWwxF7D5efnEx8fT+fOnfnll19K7YGqwK6x1zqqWgj0FpFk4H0R6aWqS0qYfR5whDt1Pxz4AK+HyGDEcfAul379+oXsLpdIv3NBVRERpk+fzqNvfMHktbEcf8LxNG+QGO7QqiTSP5ci0VIPS+xh8MAHS/jfok1lzleYs4/V//k/Gh99Cs0GjCh13vz8fPYXwKCOlthrI1XNFJHpwFAgYGJX1b1+j6eKyAuucV1Jt6juBJJFJM4dtQe8ddWUz4QJE/jggw+YOHEi9evXJ7FuPSAv3GGZKGSJPQx+WLuLhonxnNItpdT5Cgvy+eCbI+h5dFe6H9Oq1Hk3ZmTQtk0bzu9r4zTXFiKSAuS7pJ6E1/jtyVLmbwFsdR1KHYfXxmYnkAl0EZEOeIn7EuB3br7pwAV41939b2s1FbRv3z6ysrIoKCigTp1DNxdIiW2TjakcS+xhkF/o46jWjXhkRK+A07dv305iYiINGjTg8fM/Kdc609N3kJbWM5hhmpqvJTDeXWePASar6kcicitwN9ACWCQiU1X1WrwEfaOIFAAHgEvcXSwFInIL8BkQC7zqrr2DN/7DRBF5HJiP16eFqYDdu3fTuHFjbrzxRkaPHn1wcKYKddVpTAVYYg+DAp8SX0Lr9YKCAk4//XRatGjBJ598Yv2+mxKp6iK8sRuKl48FxgYo/yfwzxLWNRWvD4ri5avxWs2bSnj55Ze5//77+f777+nUqdNhIy6qy+y2i5tgs8QeBvkFPuJiA7eCjYuL4/777yclJcWSujERbvDgwZx//vm0bdu2xHlsLzfBFtn3WESo/ABH7OvXr+e7774D4KKLLuKUU04JR2jGmCCYOXMmAF26dOHFF1887Jq6MaFmiT0MCgp9xBc7Yr/++uu5+OKLyc3NDVNUxphgeO+99zjppJP4+OOPyzW/nZkzwWan4sMgv1CJK9aRzCuvvMLWrVtJSEgIU1TGmGAYMWIE//73vxk6dGip81njORMqdsQeBvmFPuJjhZ9//pmHH34YVaVVq1b06fOrdlDGmAigqjz77LNkZmYSGxvLtddee1hDucALef/seN0EmyX2MPBaxccwceJEXnrpJbZs2RLukIwxVbBkyRLuuecexo8fX+Fl7Uy8CTY7FV/NfD6loNBHXKzw0EMPcf3119OyZctwh2WMqYKjjjqKefPm0bNn+fuSsFPxJlTsiL2azZozh61v3MWBPTsREUvqxkSowsJCrr/+er744gsAevXqVamGcNbznAk2S+zVbN+BHHx5B9AC6yPamEiWlZXFrFmz+PHHHyu1/MEjdsvrJsjsVHw12bVrF02aNKH/gEG0vGosLVq3C3dIxphKyM/PJzY2luTkZGbNmkVSUlK4QzLmMHbEXg3mzJlDhw4d+Pjjj8kvVCQmlvg4e+uNiTQFBQWcf/753HjjjahqUJK6NZ4zwWZH7NWgR48eXHjhhfTr14/8Qh+AjZtuTASKjY3l6KOPplWrVlXuWEat9ZwJEUvsITRr1iyOPfZY6tevz8svvwzA+p37AUrsK94YU/Ps27ePXbt20bZtWx5//PGgrtt+4ptgs+wSImvXruXkk0/mkUceOaw83+eO2EsY3c0YU/NcdtllDBkyJKhdPhcdsFuXsibY7Ig9RNq3b8/48eMZPnz4YeUHT8XbEbsxEeP+++9nzZo11uWziQiW2CvgQF4hL6avZF9eYYnzLJ4xldQjutL8iM7Q4BjGfpMBZBycvjPb+8UfZ9fYTRWJSCIwA0jA25ffUdWHROQW4HagE5Ciqjvc/JcC9+Cd/c0CblTVhW7aWldWCBSoaj9X3gSYBLQH1gIXqeru6qlheO3evZuvv/6a8847j/79+9O/f/+QvI59E5hgs8ReAfPX72bsVytJjI/51SAuAL68HFa89CT1juhFm9/eW+J6Uhok0DGlXihDNbVDLjBEVbNFJB6YKSKfAN8CHwHpxeZfAwxW1d0iMgwYBwzwm35K0Y8AP/cCX6rqEyJyr3t+TwjqUuM8+uijvPTSS6xevTokHUmp9T1nQsQSewXkFHhH6hNHD6J32+SA86y6thetWrWye1tNyKmqAtnuabz7U1WdD7++dquq3/k9nQW0KcfLjADS3OPxeD8WakVi//Of/8yFF14Y8t4h7RK7CTa70FsBeQXe9fE6xa6Pjx07lqeffhqATp06WVI31UZEYkVkAbANmKaqs8u56DXAJ37PFfhcROaKyGi/8lRV3ewebwFSqxpzTbZ582ZuvvlmcnJySEpK4vjjjw/dix0c3c0yuwkuO2KvgNyixO7XuYyq8v3335Obm4vP5yMmwCl6Y0JFVQuB3iKSDLwvIr1UdUlpy4jIKXiJ/US/4hNVNUNEmgPTRORnVZ1R7LVURAKeP3Y/BkYDpKamkp6eXuk6lSY7Oztk6waYPn06r7/+On369KFz584hex2A3Lw8QJjxzQwSIvwumVB/LtUlWuphib0Cio7YE1xiz83NJSEhgQkTJgBYUjdho6qZIjIdGAqUmNhF5GjgZWCYqu70Wz7D/d8mIu8Dx+E1zNsqIi1VdbOItMQ7MxDo9cfhXbOnX79+mpaWFpyKFZOenk4o1l30ozwtLY1bbrmFlJSUoL9GcR+v/hzIZ/DJJ5MYX8bY7TVcqD6X6hYt9bBMVAH5hd7BSp24GB577DEGDx5MdnY28fHxxMfHhzk6U9uISIo7UkdEkoDTgZ9Lmb8d8B5wuar+4ldeT0QaFD0GzuDQj4MpwCj3eBTwYZCrEXarVq2ib9++zJ8/H6BakjrYsK0mdOyIvQLyXOO5OrExHH300WzcuNGup5twagmMF5FYvB/pk1X1IxG5FbgbaAEsEpGpqnot8CDQFHjBNawruq0tFe80PnjfCW+p6qfuNZ4AJovINcA64KLqq171iI2NJTY2so+YjfFnib0CcgsKyd+5kfi4GEaMGMGIESPCHZKpxVR1EdAnQPlYYGyA8muBawOUrwaOKeE1dgKnVjnYGmjr1q00b96c9u3b8+OPP1Z/D3BFjeci+/K6qYHKPBUvIq+KyDYRWeJX1kREponICve/sSsXERkrIitFZJGI9A1l8NXtkzfHsfn121i7amW4QzHGVMG6des46qijeOaZZwDr1tVEl/JcY38dr0GOv6JOK7oAX7rnAMOALu5vNPBicMKsGfqcdh7JJ11Kj+5dwx2KMaYK2rZty1VXXcW5554bthgO9hVvt7uZICszsbtbXnYVKx6B11kF7v95fuUT1DMLSHYtaSNWYWEhEyZMQFWp06AxzY6/wFq/GxOh5s2bx44dO4iJieHJJ5+kS5cuYYvFGs+ZUKnsNfaSOq1oDWzwm2+jK9tMMf73vaakpNTYewenT5/Oo48+ysMPP8zG5gOJxVcjY42E+y9reow1PT5TNfv27WPYsGGcdNJJvPPOO+EO5yC7CmCCrcqN50rrtKKM5Q7e99qtW7eQ3fdaVYMHDyYtLQ0R4YvMptTdsaVG3ucYCfdf1vQYa3p8pmrq1avH22+/Tbdu3cIdymEsr5tgq+w55a1Fp9iLdVqRAbT1m68N/kObRYjc3FxuvvlmNmzYgIhwyimnAF4HNf69zhljar4vvviCjz/+GIAhQ4bQunXrMEdkTGhV9oi9qNOKJzi804opwC0iMhFv1Kg9fqfsa5TcgkL+PWM12bm/HoJ16/qVvDr+P2xPakffU71b2tavz2Pl/kxL7MZEEFXlkUceITc3l2HDhtWo9jF68HY3O2Y3wVVmYheRt/FGd2omIhuBhyi504qpwHBgJbAfuCoEMQfFgvWZPP35L8THysEdS9WHSAwQS6vR41iQ2IgF364BirqcLOTMni3CGLUxpiJEhA8//NDGcTC1SpmJXVVHljDpV51WuGEkb65qUNVhf753pD7p+kH0bdeY7Oxszj33XK6++mouu+yyX81v11+NiRzvvvsuU6dOZdy4cTRp0iTc4ZTKjtdNsNXan7C5+YcP6BIbG0t8fLx1LWlMFFi+fDk///wzBw4cCHcoJTp4H7tldhNktbZL2VzX73ve/ixychJISkri008/tetdxkSw/fv3U7duXe6//37GjBlDQkJCuEMyptrV3sSe70MLCxh14bl06diBd99915K6MUGwcls2I57/NiTrztp7gGeXBl73htmf8PNHL3PCH56nbpOa3xZm3bYCwBrPmeCrtYk9p6AQiY3jyquu4cguHcMdjjFRIy5GSE4KzTDGvgMlr9vXqTuZXXvTPCWFuDo1fxhlX4MYLujfLtxhmChUKxP75s2bWfXzMgCuGz2aBok1/0vAmEjRvlk9xl99XEjW7TViPXzdixYt4uijjwaOg4d+3fC1pvLq0iPcYZgoVCsbz11xxRX8877RaGE+ifHWWM6YSPXee+9xzDHH8Pnnn4c7FGNqjFqZ2F966SVG3vNXYuPiiYux61vGRKqzzjqLp59+miFDhoQ7FGNqjFqT2FevXs3YsWMB6NSpEy26HENifKw1XDERS0QSRWSOiCwUkaUi8ogrv0VEVoqIikgzv/lFRMa6aYtEpK/ftFEissL9jfIrP1ZEFrtlxkoN2GFUlVdeeYX9+/eTkJDAmDFjiIurlVcVjQmo1iT2F198kUceeYStW7cCkFvgO3gPuzERKhcYoqrHAL2BoSIyEPgWOA2vV0h/w4Au7m808CKAiDTB61FyAHAc8JCINHbLvAhc57fc0BDWp1wWLFjA6NGjefnll8MdijE1UtT8zM0r8PHjul0UFAYeaG741WM4duhFLN8Tw/I921m3a79dXzcRzfX0mO2exrs/VdX5EPA2qhHABLfcLBFJdoM4pQHTVHWXW24a3o+EdKChqs5y5ROA84BPQlitMvXp04dvv/2W444LTQM9YyJd1CT2DxdkcNc7iw4ry9u+lt3pr5Fyzl3EJNZ3pdsOTu/ZqmE1RmhM8IlILDAX6Aw8r6qzS5m9NbDB7/lGV1Za+cYA5dXO5/Nx11130alTJ9LS0hg4cGA4wjAmIkRNYt+9Pw+AN64ZQFId7xT7d+n7efKLnYz9TSfatv/1vertmtSr1hiNCTZVLQR6i0gy8L6I9FLVJdUdh4iMxju9T2pqKunp6UFd/549e5g4cSJpaWn06BEdt4hlZ2cH/X0Kl2ipS7TUI2oSe47r+31Axybk5RygXr16HDvqQq4fOYI6deqEOTpjQktVM0VkOt418JISewbQ1u95G1eWgXc63r883ZW3CTB/oNcfB4wD6NevnwZrwKTCwkJiYmIQEQYPHsz8+fOjZjCmaBpYKlrqEi31iJrWY7kFhcTGCAvnz6Njx4589dVXAJbUTdQSkRR3pI6IJAGnAz+XssgU4ArXOn4gsEdVNwOfAWeISGPXaO4M4DM3ba+IDHSt4a8APgxhlQ5TUFDA7373O+677z4AkpOT7S4WY8ohahJ7Tr6PxLgYOnbsyEn/397dB0dVnXEc/z6EGJTFQF6gjCjIFKVIS0MdqgWBAFKUqpmpTGlRkJYyrab2ZRxH7IxOaf2j/QNbKlUoxdGOVVtsRTJYqpHW9g8QlRd5EQ0xJagFwQAJghDz9I97FtaQ3STL3r1nl+czs5O7Z1/ye/bc3bP37tm711zDsGHDoo5kTNgGAutEZCuwkWACXI2I3Ckiewm2sLeKSHz6+BqgHqgDfg/cDuAmzf3c3cdGYGF8Ip27znJ3m91kceJcQUEBpaWllJWVdX5lY8wpebMrfk/dTooKelNSUsLKlSujjmNM6FR1K1DRQftiYHEH7QrckeS+VgArOmh/FRh51mG74fjx4zQ3N1NeXs6SJUtsK92YbsqLLfb6+noevXsWB/7zVNRRjDFnadasWUyePJkTJ07YoG5MGvJii33o0KGMu+XHtA62r8AYk+uqq6tpaGiw+THGpCmnt9hXr17NO++8A8BnJ3ydPn1LIk5kjElHc3MztbW1AFRWVjJ37tyIExmTu3J2YG9paWHevHnce++9QDArvldhzpZjzDltwYIF3HDDDacO+WyMSV/O7oqPxWLU1tYyePBgAD4+2UavnnaIWGNy0QMPPEBVVRUDBgyIOooxOc/bgf29Q8eofXM/6KeP/f6v1U+jqky8cSYQY9O2g8BB3j10jMsGxDq8L2OMfw4cOMCiRYtYuHAhxcXFTJkyJepIxuQFbwf2h/+5mz+u//SPU6kqH7ivsr3YNvKMGbOTP9c/a/mMMWenpqaGBx98kBkzZlBRcca39owxafJ2YD9y/CSD+p3Ps3eMBYJDSxYUFHDsrnH06NGDoqKiM25T2ttm0RrjO1VFRLjtttuYNGkSl1xySdSRjMkr3s42O/rxJ/TpVUhZrIhHH17MrTOqiPVULi7vy0WlF1IWKzrjZN95NcZvjY2NTJgwgV27dgHYoG5MCLwd2D860UqsKJgM179/f8rLy+nZ09sdDMaYLjh69Cj79u2jqakp6ijG5C1vR8qWj1s573jw5J8zZw6zZ8+2LXJjctThw4cpLi5m+PDhbN++3d6kGxMib7fYd659gtX3f4v6+noAG9SNyVF79uxhxIgRLF26FMAGdWNC5u0zrPiK8Yzu1caQIUOijmKMOQsDBw5k+vTpjB07NuooxpwTvNpib2trY9WqVagqrReUMvWWH9Cjh1cRjTFdtGPHDpqbmyksLGTZsmWMHJnVH4kz5pwVyqgpItNEZJeI1InIPZ1df99HyuwVrzD+e7+gqqqKa+96iCPHTnJBkbc7FIwxKbS0tFBZWcn8+fOjjmLMOSfjI6eIFABLgGuBvcBGEXlOVXcku02bKkeOnaT085WM+W4hvS+toKKgBxMuK890PGNMFsRiMZYuXcqoUaOijmLMOSeMTeIxQJ2q1gOIyFPATUDSgb3w2Ics/8bllJWVAdeEEMkYky0tLS0AVFVVRRvEmHNUGLviLwIaE87vdW1JNTU1UVNTE0IUY0y2NTY2ou1+48EYkz2S6SegiNwMTFPVee78rcCXVbW63fXmA/EP4EYC2zIaJPPKgANRh0jB93zgf0bf8wFcrqp9og6Rioh8APy30yumJxf6qKusFv9ks47BqhrK581h7Ip/F7g44fwg1/YpqroMWAYgIq+q6pUhZMkY3zP6ng/8z+h7PggyRp2hM2G9WEFu9FFXWS3+yZc6wtgVvxEYJiKXish5wEzguRD+jzHGGGPayfgWu6q2ikg1sBYoAFao6vZM/x9jjDHGnCmUL4qr6hpgTTdusiyMHBnme0bf84H/GX3PB7mRMUz5VL/V4p+8qCPjk+eMMcYYEx07XqsxxhiTRyIf2Lt7+NmQMqwQkf0isi2hrUREXhCRt93ffq5dRGSxy7tVREZnKePFIrJORHaIyHYR+aFPOUWkl4i8IiJbXL6fufZLRWSDy/G0m1CJiBS583Xu8iFh5kvIWSAim0SkxtN8DSLyhohsjs+A96WPMyXFulLtalERKUu4ftI6RWSOe1zeFpE5Ce1fco9jnbttKD8PmUYtE0XksOvfzSJyX8JlHb4WJltHs1jLEy7XNgleKwtdu5f9kkYd3vZJ2lQ1shPB5LrdwFDgPGALMCKCHOOB0cC2hLZfAfe45XuAX7rl64HnAQGuAjZkKeNAYLRb7gO8BYzwJaf7PzG3XAhscP/3z8BM1/4I8H23fDvwiFueCTydpcfxJ8CfgBp33rd8DUBZuzYv+jgL60oFMKT9Y5CsTqAEqHd/+7nlfu6yV9x1xd32Ok9qmRhf99rdT9LXwmTraBZrud5dJsCTCc8RL/sljTq87ZN0T1FvsZ86/KyqngDih5/NKlV9GfiwXfNNwGNu+TGgKqH9cQ2sB/qKyMAsZHxfVV93y83AToIj+nmR0/2fFne20J0UmASsTJIvnnslMDmsrao4ERkETAeWu/PiU74UvOjjTEm2rqjqJlVt6OAmyer8KvCCqn6oqk3AC8A0d9mFqrpeg1fexzn9mEVdSzIdvhZ2so5mVIpa1rjLlGBgHuSu42W/pFFHMpH3SbqiHti7ffjZLBqgqu+75f8BA9xy5Jkl2C1cQfBO1JucEuzm3gzsJ3gy7wYOqWprBxlO5XOXHwZKw8wH/Bq4G2hz50s9ywfBm6F/iMhrEhydETzq40xpv66o6oYUV09WZ6r2vR20h6KbtQBc7XYTPy8iV7i2ZLWkWkczLlUtbtf1rcDfO8kceb90sw7wuE/SEfXAnhPcOzwvvj4gIjHgGeBHqnok8bKoc6rqJ6r6RYJ3wmOA4VFlaU9EvgbsV9XXos7SiXGqOhq4DrhDRMYnXhh1H2dK+3VFRHL2x9q7WcvrBIcSHQX8Fng2/IRd10ktvwNeVtV/RxKuG7pZh9d9ko6oB/YuHX42IvviuzXd3/2uPbLM7p3mM8ATqvpXX3Oq6iFgHXA1we65+PESEjOcyucuLwYOhhhrLHCjiDQQ7FKbBPzGo3wAqOq77u9+4G8Eb5C86+NMSVhXpqW4WrI6U7UP6qA9VF2pRVWPxHcTa3C8j0IJJtclq+UgydfR0LSvRUTuB8oJ5qjEed8vXakjV/qkO6Ie2H0+/OxzQHw25xxgVUL7bDcj9CrgcMJu0tC4z3X+AOxU1UW+5RSRchHp65bPB64lmAewDrg5Sb547puBl9zWaChUdYGqDlLVIQTr2UuqOsuXfAAi0ltE+sSXgakEP47kRR9nSpJ15c0UN0lW51pgqoj0k+CbAlOBte6yIyJylXvezOb0YxZpLSLymfhcDREZQ/AafJAkr4VunUu2jmalFhGZR/C5+TdVtS3hJl72S3fr8LlP0qYRz94jmKn4FsHnsT+NKMOTwPvASYLPS75D8DlKLfA28CJQoqdnXC5xed8ArsxSxnEEu2C3Apvd6XpfcgJfADa5fNuA+1z7UIKJKnXAX4Ai197Lna9zlw/NYn9P5PSseG/yuSxb3Gl7/PngSx9nYV250z3/WoH3gOWd1Ql82/VRHTA3of1Kd9+7gYdwB+PyoJZq17dbgPXAVxLuq8PXwmTraBZraXWZNrtTvN3LfkmjDm/7JN2THXnOGGOMySNR74o3xhhjTAbZwG6MMcbkERvYjTHGmDxiA7sxxhiTR2xgN8YYY/KIDezGGGNMHrGB3RhjjMkjNrAbY4wxeeT/P22ffApkKEMAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -207,7 +276,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Compression ratio: 3.89\n" + "Compression ratio: 3.74\n" ] } ], @@ -298,7 +367,7 @@ { "data": { "text/html": [ - "
Typezarr.core.Array
Data typeint16
Shape(300, 200, 200)
Chunk shape(75, 50, 100)
OrderC
Read-onlyFalse
Filter [0]PoissonCodec(decoded_dtype='int16', encoded_dtype='int8', photon_sensitivity=96.99485239520567, zero_level=86.30213578612849)
CompressorBlosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)
Store typezarr.storage.DirectoryStore
No. bytes24000000 (22.9M)
No. bytes stored5245807 (5.0M)
Storage ratio4.6
Chunks initialized32/32
" + "
Typezarr.core.Array
Data typeint16
Shape(300, 200, 200)
Chunk shape(75, 50, 100)
OrderC
Read-onlyFalse
Filter [0]PoissonCodec(decoded_dtype='int16', encoded_dtype='int8', photon_sensitivity=96.99485239520567, zero_level=86.30213578612849)
CompressorBlosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)
Store typezarr.storage.DirectoryStore
No. bytes24000000 (22.9M)
No. bytes stored5383137 (5.1M)
Storage ratio4.5
Chunks initialized32/32
" ], "text/plain": [ "Type : zarr.core.Array\n", @@ -313,8 +382,8 @@ "Compressor : Blosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)\n", "Store type : zarr.storage.DirectoryStore\n", "No. bytes : 24000000 (22.9M)\n", - "No. bytes stored : 5245807 (5.0M)\n", - "Storage ratio : 4.6\n", + "No. bytes stored : 5383137 (5.1M)\n", + "Storage ratio : 4.5\n", "Chunks initialized : 32/32" ] }, @@ -333,7 +402,7 @@ "metadata": {}, "source": [ "# RESTART THE KERNEL\n", - "Restart the kernel manually to test zarr loading" + "Restart the kernel manually to test zarr loading from scratch in the following cells" ] }, { @@ -359,7 +428,7 @@ { "data": { "text/html": [ - "
Typezarr.core.Array
Data typeint16
Shape(300, 200, 200)
Chunk shape(75, 50, 100)
OrderC
Read-onlyTrue
Filter [0]PoissonCodec(decoded_dtype='int16', encoded_dtype='int8', photon_sensitivity=96.99485239520567, zero_level=86.30213578612849)
CompressorBlosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)
Store typezarr.storage.DirectoryStore
No. bytes24000000 (22.9M)
No. bytes stored5245807 (5.0M)
Storage ratio4.6
Chunks initialized32/32
" + "
Typezarr.core.Array
Data typeint16
Shape(300, 200, 200)
Chunk shape(75, 50, 100)
OrderC
Read-onlyTrue
Filter [0]PoissonCodec(decoded_dtype='int16', encoded_dtype='int8', photon_sensitivity=96.99485239520567, zero_level=86.30213578612849)
CompressorBlosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)
Store typezarr.storage.DirectoryStore
No. bytes24000000 (22.9M)
No. bytes stored5383137 (5.1M)
Storage ratio4.5
Chunks initialized32/32
" ], "text/plain": [ "Type : zarr.core.Array\n", @@ -374,8 +443,8 @@ "Compressor : Blosc(cname='zstd', clevel=1, shuffle=SHUFFLE, blocksize=0)\n", "Store type : zarr.storage.DirectoryStore\n", "No. bytes : 24000000 (22.9M)\n", - "No. bytes stored : 5245807 (5.0M)\n", - "Storage ratio : 4.6\n", + "No. bytes stored : 5383137 (5.1M)\n", + "Storage ratio : 4.5\n", "Chunks initialized : 32/32" ] }, @@ -398,7 +467,7 @@ "outputs": [ { "data": { - "image/png": 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lvYvY83f73r1OM28LzUtnwWk20gM5Cs0zj4uQg6O7namuHCM1WitxqdQvHSNQf7Cmf7igfebYfjgiUejeHwgvK6rLQNhAry3pbs/h0Zar7RHuYESOwD9sScdKuj0Qtx68kksAGm8kcArRjg2nFiQbyF5xIeMetaRGCRthPLIbf2rsPPpOSLMMCtpmEiCrgO8E9YofhVwprhcLyMkCle8FiRak41LJB5H2QU28aQsEshA2AudzpCqBfBQ0KOMhpEUmekUGh+/tsxyPS1Da2r6GG1reE9SXgnoLmJKFtExEHHpjwFeZ9LxB1gFR7FgBHxKpUfpPBhBFrhpyDWmecSu7xUiG4e4I0eFWge3dDEcjcl5RrW1hETZCnEG4crZQiZCHKV5OeLfw2qDp+0yuLWBJssxPgqLeVsY4YTgK+C5aIMiWGaqD7AWdWXZaXUbiIpAryxZdFNyY99lk3WfckBgPKnLlqM97/MsV5IxbzgmHDbnxqBNS49CS/air8ZuIpIwKiNpxuiHtg4IbEpIUbSqIGQW0soDvtuM+A5Wc90FGcr4OFs7Zew4OajtdGixwuaSMM48kJR62aHC40V5r56tkfd72p7tteodggRMs+9Mm2L6GiJR9AIgqmgXR6+xPYoaskNO1mEhKwNwde96llgoxQSjBPAn+qreba8z2WAm0+9e++m+3jbeINFNSq+Srhmo2EgU0KPVLIS4gl2Tb9Q5/CcPNRPdhxF0GOq8sv3Js7mdk69FK8bNEPBHapxXrP61DtwE5r1md1YROiGc1MljVJLwIxKOEPxxxP2iJh5YlSu+QKKgDrTLhIhCXiftfe8ZXX5yS1xVUSnUpFsRvbxgezwEBD2mWcYPgBinXD4ynkVgJooK7KJlkFrTOUGV0FOLMAqHrBdeBBk//aUf1VWNBdhTcCONSUQ/h0hMPU/kygL/0pIWidSZnR/XdGX4rDEeKHyDO7NxqUKqjnrVgWXprGbeMgp4OcFkRK0UAN0JaZmT08LSxS/EggygaHeNppH4aQJwtFAAXxRYJZVEgGfzDGg0wHmY0KDlAWibqh4E4s98lTkFzwruF1/Y0JVvpdJf5hc2IGzKuV/yopArizDEcN8SDxgIptqoEyB58Z5mjZEWSErYZ32crFylUlyPVyw1+PVCtIi5ZMGMYISbcyh5DLXPLtZRSk5WI0yzQ32yv9xksYFGyY7cdkcEyRyk3f1Esu6z8dXBJGelHZIz2b9Mh3YAMI4zR3sMQIZdMbTtQnXVUV9GCclVOZVZcN+JKtqpO7G99OYZdRufFFg2q++C5y3jVOcggnZ0HSeXxzHWASwkZ7Xj2GWYuwTSVYDhGJKbrkmtWZCjvMZXteGel6roC78G5fYl5d0z7wPqWEFaWKZEF9ytLOBzpPxi4+Nlk5cRBGI8z+dZgGZ1XZB04/No5dJ7NXTvHiy8duixVA4XuZrkmOkd1JeR5WbRUVoYULGBLEvLzhvFGormzIZ2MaLsre2fmDwLxxoiMjodPjpmfbvYB1UrpyvB4jjsdyDNFRZk98miA9GGHG61cWj8J4MCvHGEj5Fat3Nok3GWw93kjMfuZc7r3RuKxldv9w4bxKJErC3j97WTfCSC1GUnC7EFFOAvUH69ob26hzuRZJtUwHii5VlID80dCuHK4zjFe1rjOIaOD3jLq6sLhnzSoV1znQIVcQTi3HWqtSBRcL/jHDRIyJMu042HCrx1+7ays/sxRn5eFQ63kCmvpeCVcetTbZ9PdsveWWjvOCRPeJbxecqKK65OVWC82doMF4qICBzl4soc4t3Kei4poJgchbMvvWdHa4TcRL4IGIXsrpbqojEe17coLw3GNi0qeVbg425cVtfKkxpFayzIlK26wQD4e1nsvD4mKU9sfyfqfuxu+2wyoF8Q5GJOVOnNGRCx12WWaMcE42gZfCUiqilDtj1WCR4a4762mWWUZxC4bTBHU7cul6j0+jvsgLTEj3WClUSegznrF/rpsvAvYVAFtantewgKglJs07MvNEoEUfyjAqSsZY0oWsFXRKpgp2w77zP1HVvW77Ti5duN9CxhO7MYrG0+cq/XOBPzGsb2b8Z0QLhwxVhaAosf3wvmzJW45kqWynpyH2fcath+MSO+It0foPThluJEJ5wEF/NFA8hVyEdBlpHpSoQFk6wl3EtJ53I2elEp588iy17z1hIcN23lNfe5IM2U4TZYdOZCvWvTWAFnoTzP1SwfnM1KtxGUiYIEn3e1JbY2GjNalbLu1/iYK220NSazv2mZkDfVLz3DTjq15EhhOE9WFY7gXqR9WjEslHkfyl0vUKYQS9AA3CvEokzysfqGHsxptE/4yWNbZ2n5dhLgovcxFJAdP+7CyAD4HouA6t+91IqDbQLjy5EZRLOhprahTwga2t+3/JEhHEZziVoF4YAuY6sIqSupA5wnZ/JqztSdM+KnhtUGzP22QqPg+U+WM9FbqTK0j1Y7qKuGHEiTXkdSW4FZbjzIrhPX13TYHobtRMSwd7XkiB0Fr4er9Of2J0N1Sjn4V0Jb03pxUC6FT/DaVsq/1K/024bcR10WCs3KXesGV48uNRxuH3452wy9lSG0bK5XuiC7wwxmUiAWVGAsZJoM4pKkhGOmH4MhtIIddn9Uy6R0Jx4LhLiLZ74gg2y3SDeAEXcyuyTaq4PyfcBwarP+6OyZSAhcgJiQmywRLZggYgUnEuCLp+pz/0PsdIzqOyBigqW0bUvquTqDcxPcLiFKe1SrYsbxFaGOkHE2l57dxVtZLVsHYHSoq6GkPDxuq5xXkivnPXrDZHLL++ohUGV9l3MsZqZBN6kth88lIfSbEheJ+ZU6+lUinI4tfqS3gHGSaZ57hl49oO2HbBlCYfRXoTzM8adA2W/k2Q38n2uLNK/VTT//BQKwd4hVNQjqOpKXDbVzp3TsLFBnL5AT8VTCyUflItFJoMuO2wm+s1Fm/8KS2ZMbJyD5Wz7cSLaORpcLKUT8LqLfnjQdagmXCvfRWyUjAy5pwJYzB4RLEuWV9KAw3EtWFJwnoZYU4GJcZfx6orqwMnWaZHEoFZ3DIKMTjiL8MiDjyYcS1Cb2quPqNA65J6EVtlYQoSDISm99YWyceWKnWgqnHb6fy7IR3C68Nmm5UI+5kIR40BDeSgyuEG0itsywTY82mxjEsHP2xIArti0zorNeZGk+qS3BLyrB01Kts2ebSvtS6480kJbYOUSvdDEeBsM1U60z2Qm4cOjqyBAtIqritBRItx5YrZ6XGpkKXLeRMbity7ZAxG4lo18NzzmrKKaGjlUQ1JQtU3lsPMus+o9z1VzUIOpbMMSvhvNv3O+2klEy5BDNitO2pom2FttV1/zGX4OiuGbQ6a4y45MRel/K+3CpYMNtBtPSa2wrGEkhjsv17Z6XclEr5tmTWuyx0929XrM8CKaNc9zj1Ldpg+Pc3pLMWuQrkw4g/s537ToiLDIcDugnWs1t5XB3JvmHxlXD5syPjkyVeITyvSMsMW+uzuZWnORfGhdI+qNj+BpsFPj/sWLrMdtPQ36hI93rkeW1s8Zldl24VkFTKqmfGBM2VswB7lJBZRLcBd+UZbmRkHXA3evRpS7UShpvJyE0KeaaFdWsthrhMxmydC27jAMWN0D4KdJ/0RjjKQnVRMtNFpjr3pFs98apFRguwMhthG2yB0VhAw4HbOOoLIddYMLwZCRd2TtMsMx7a9ywuMvVzz3Bs/VcZHArMHjuGIwvm4+0RVyWitsboVYd6Jc+UamXXaq6EsIX+IOPPKnxXEZdKeOmRZFmw64V8a6B60BDnSlpmwrnHbYTUgO+tVO4nItCEdww/sTyrpVyYg1jgmwfUCb63YDEc+BIUjfE2HAi+ty9YbIXYlsdbxzh3pMa2Fzp7jmQlbJTuFA4+ExaPIuOhsfNUrGTootI+2eBWPePtA64+aljdDRz+YMCXoJXawHjgqS+jsX21kJIa2z/iGQ4r3JjROuD7hGzidbZXBeuj9j1521nQBMRFpK5LQHbERSAuPL4vpWcnVq5NSlrU1rtM+YeCkFYenJWhJWUL5s5YspJ2GZ31fLXUQaWUpZHGNjLasWrw4KprKQiFWesc6n1h35YdV94y3ZTRurIExqfrhUJl5CMtCw9U0TpYBmAHYdvxjn0t+C0gRY8/GMmxxp0HwgdrcnLw+RydJ2bfaS3b8kCG/OWcdBxZO49fRnIUOMzwxYxw5RhvjUjnyScj66U1L93aEx7XzB4JV98MhBsdsQvIIqNbj2BZVT6KSDJCzOyp0J8quVLGbMwz9eAPB1Lv9+XPcGlEn3Qi+LsbYvTIiwacEtZCfxzxVxUMgksmzXA9FkRFy3cNnFNkFQhXjniUkZMePp/RPPXkb67RPhjprmSHeePQWQYxQo103shHpcwa1sLsUaC/kUnzTHXhSHdGuKystzhL9HeN5LQ7nniUSAtBZwl3FZCtpz7o6U5H9P1o7/u8Qo4GhmBsXrd19PdNgpOWiXwr4R9bBi8Ky88dq48zugqMxxmdJfzLYAQwr2ibyL3HbRzD4VvsC0yY8AZ4bdC0kqfJRTTIdcDoMvWZ6bNS27K94WgurYcZtmqattpW5eqF1FpvzyVTpKgHP+zYpEq9UhYPrQ+6C6ou2grfCETYl7oKXH7S8uLnlfpcOHxQekwLK50hsLldE7qM75U4D1YKGzNx7vfSGQ1CDg4p8hCJ2YJSTOiuLAugGc0OHQZctCDqx0weHLky1uKO/BS2Eb+xnqWRauSabCSWKeiihX60fY4JvOksSxG0MFh3rF29JuuIWIDLGfWePK+QlK81mwhp0VwTnYbymowF8JSsLzprLNN8NcN8tQxbSs44rHe6e+yV57wN6NMGiYJXyEGJXyxwo7Fb3YUFCr8Vth+NSOfwWwdecYMQX9Q0Lzy5VmOUHkSq2cjt919y2TXEP3xCdyvjN0JzLlz+ppHZyZbu4QKXTYNIFpoPV6RfOSAlIZ2MuFVg9RtGjv/jmovfoHDSEx42xErRZy3uRm+BcpbRmxHnlXRV4c5bQjSZh7aJ3pfS4ydrhrOW5kkgLbOxYHssy+qENDcZiN84xhPTkfrvzhiOMzrLVJ8vYKY0L4XutFw+QfFrR5pnpHfo4UjqPVJINuNSqS+F2RPHcGznR17WRuRJEBdCdeFM2hLsOvCbIrHpAxrAHRdN7+jQRghNIrYe/6ShWVmGKxFGH/bkPA5GIwVtHa4Xrr6RcJ3gN8ZITtkWDlpnwoW3+WcZECspT5jwLuEnZJqvMGhHC3JhnfYlUUlKdRkZFjX9gVCvoLnMSIawNcbsuPD4IVNdjMRFwPeFzPNKD6/aZFLt7UsmVinNhSEbg1ClTHd3bjKVbKSD+gLGhd+zZHdlWT/usj8tTD/7p956P3HhLYM9bajW1ruJc0/zsscDst2i260dmLhC0rmWY+x6vDqC28lwsslctPIWsIKQ22Bknrgj7ZSA5EszzgFJcTvSUSEsCVxnirvgBqgIumjKezV2q3vF7MDKs856q1Ky34iVcrOiJdukMBbtWK5vSPrqJBwxrd7+L1nZs63eAiSBvLclbgOMjvqFJ37YEb5oEYX0s2vGqxqpM+FlIB5kZGWfK8cjXZsJyxF52qIZ8lczHvYBOavInwzI1iMqrL5WAuajhX0eEXwpW25dixxk3DxyerLi5cWCW0drnv/cDcv8QkWc570kIveeuhMkenTjLBBuHbkyDaa70ZMua/zRSFoH5NtLfDEnmD129DdzCV6yZ4yqv07w9XhEr6xk7C/9vo/YnSp5lqnOrPUxe+pYfRxBIDypSfd75NyTZ4n6uKevZsbw9Urz1CM/u6Jb1eSrAEcjcaypLs1YYPteIqzd3gRhXCr5SUM3r4yNuwnIlYd5Js2uz4XWUF2KZY6HCf+oxYuaLrSxfeeq9GRXQppjpV3vcQM0DzzjgTLcTLjl+NauuwkT3gSv12kOGb+JhOdXSEzEW4d0d2akWlDXUK0juXH7QKceKH2f/sgjCtXKejnDcU2uZL/d6mIkrAbSvGI4qZk/i1Zqq6UwayG2EGdi2s1VJnRKc56584fsOTmY4QIKbsjkytFcDPjtSG4Cw2FlEhVnJAN1xggUILWC+sD51wN+C8vGsewibjtHut5KtYB4h9QVWgVyZTfmsBrMgajx5MZIUMC+vKli7FdXDBo0GJtX8iulpoz9PozWpxzjPqPUgP0sJdy9m09wJhspEp7d3ySV0m4Rp2rJIiUbQ3dfXt05C5X977Sa1+zbfJ1tFqIGSYum9O3dvNpPr1i/mOMvPKlIK8IXLbPHthi4XNb4K0+eOcYiwzj+6JLzpwfQefylN3LwQaR+XBFWwubAoYuEbxPZK7qqkegYPjvAJ/bn+eAHsLkr5Nrjtw7//ZZnHzh8nTm7WKCzZNteRLioqC8c/acdclnRPhO2d3Tf/81NhllCxpp0aeX5fFYTVs4YpGos0fFQyY2SRy3XhX1c6cB6jLl2MFjwCitHvNeb1nQoQVas/6cOVj/b2zlYmUZVkzDeNELU8LLF96U/HYvLz5cLwmDBq49mlOB6obuVYREZNVCdO/oTYy3nA5O0sPE0Ty2Dra7s/aQG4uloPfVjxRdCkR+gPncMh5aFyiDmiHRrpJvZoigHk5g4bw5L40kGp+hF/dauuwkT3gSvDZq5cjh/nWlJyvZlrm1VmFpHqqzn6Ebre1JDd8P6m9VGcbEErF17bLDstHp8YeQUXSKHNW7Ili2OVpo1yrvgkpFwfGcZpB8y9VVic6ehP3K4CPWFBa1cW8/QbUrpeNaUQKnk0nvMmK2YyWEgbMzCrztxtM8bqnGBA3SzQbseqQKyXBJvLBkPK2Pv9gkXM/1Nk7u4VPSWMb9SUlZyHUoJ1li39CCixZUn7bNk+sGyW++R6gDqityG65JoKZFaYLTt59pbZtlHIBubt7xHvC+Wf8myVefM3MA54kFDXHjcqITVCG0phw/Jzk/lLRDHjJNUysTpT5Sj/EnE+tkcGS1ISF+MAI5tURSXllmnk4hsPbOvAmENl8MxtJnqzONGcGMxonDQ3c7Mf1ChHro7xvBUgfp5YaIGC2ACXHxDkTsd8qyxxd6RwugsE/MYo7dJtIuBrvN07yXkqiKsHev3FN+BQ0gL8McD6bK2xWSd8S8qXILqQuju5FLlUNy26FLVAuZwI1l/NEOu1GzsFhkXjRnLRUV1q2Nc1ciFo3rpGO6P+POwD5jpIBEuvbWv5xG+mpGWyVyBevb9YA2FbHds5yEusfJsm3EvTVpmlSNhOElGMro1UP+gIS7tekwHCUmCNsnOYxILokvT0I7HGRXHeHvcM4NjUPzLAGrBO8+yfS4eYycnkGWC7SQ5mfBu4bVB8/LDQHPhWSr49UA8bBjnzhivCwtYfqDQ162nORzYzQ61Eus+YJYAUK0iviss0kLYMTcfJYv1P7Vkri4qfnglOysZZWw948x6XLG11fHueUPRfaZZYFg4QmeM29TY83Mj+z6pZGX5MDEsHX4wMpM7aJBZhQxLI8moEpcNsTj/uCGRGvt/fRGJrceVfefKvG8Zsy0ynLOyp/thz9idltO8bsvfxZn0ZNdDhFJmLsSVV7a5dwXiulQrqiilV6tAVnTe/JDH7k5HGmcOFxRy2LsoabDS8/6nF5Ivl4cX3ObtBc1wFnAJMy7IRYZQZfK9geCVuKpoH9T0n3Zs60zzqNqL78dbI7I2ScRwJ1I9D0gU+hNl9kTwa7tuU2uBQhLozYHwsCE1tpBKVxXiCglOlHAWiCcRfxHMX6LOdC9bqLP1WCu1jFfBd57xJBEuPJG6eKkmI9BcCtv3IjJ66jNH2ML6/US1cuZxWylhMKMB3wtJMPu+ImUZD8oC52ZPHDyydeTG2LfVs4rxNBbPVgibwHAjUc8H+rMWjiP+3Ig3ZMyMwSt4y/y0UqoL++7GpZkSqDdW7nBqpgsyimXHWehvF7nMxlE/84wf9fiQ4VFr3/1lxj23So+5IBU289yIStoUp6VkZdrcFomNA7e1Vop6xa+nnuaEdwuvDZqSrTz68mdmHH3myZXgR6U7scBWbdgzSF0CNyh+TPjBMc7FSquljKpOCNtMqh3pZos7MiODXa+xP672bFrEstf60iQu49Ib6zUIMpoZfHvhimYzk2aO6HxhokJ3uyHVFgitP2fBPbZWDhsOTP/pguJ7LX1YZTgO5MbhuwzakGal/1oWBDumq8Rs+sx1xnVpL5NxpaT7qgWdxLzPEveko1fLtN6jixlSV0XasSMOAd50oBSNLIBWoI0tOEwG48zcfbc/fSVrbK/1laKKdJEwJlonZC/4zvqfqXGA4LPdUPeMYNWS7Xhoql/fK+81aJ8L608SodzExbwOcEvl9o1LHnY36O5E2u+3dHcj/QcD4Wll2dpomelwJzL/fkVqKQsVCBvblg0ZEOsTOuXwj7R0N02En52a7ONWj75o7EbeWa8zzy0Dclcef29L3US6F4dWzTgeqL43Y/x0C4NHsqc688wem9QjtTAcmfZ0uAX+yhPnRt4ZjjMSwQ1Cfyfa/tX6iH0xeydDfW9N/3xGCMnYu7EYvW8dcZlpHto5cKPQ3zKThX7VWCn7trUUVJSw8Ra8siBHPXl0yMYMEuyaFdI841eeXGfClSceR7SCjL2ufu7Rr22QF3MzgnBKftlAY3KS2a80jAdKmmdSrYRzXwzrLdA2X3m6m5ncsCf77Izu3fsbxlWNe9aYbnXChHcIrw2a3an1FhcPLTBJwoLMhZL9dcAMnd2049wuepNjmEclaj22XTAci0RFktvLViyTsuzVSEL253Ee9uWcVDxws/d4J1RXieplZxM+XE2aWf9E1AJpbFzJLhVfYlnYZlIj++C505uaRZ9l0Kl2SFTSzCQyOwZgfZmMu9M4vCoZt5d95MqyP9+bGbvuyD7lh7F/8zUbdmfGrmqmCVVAl7Oi1wQZozkbJdOZ7t2Bdhkjft+HtIkzsteousFKxOPSHIrql13xvbXgKkO0sqwWwlRwuFRclkYrw+bGzqVlJCWLnr09oeb2t2xo68hwXJGT4J4V16cvZpz/sTmzAP1Jpv+kg84TnlVopaQblmXq6YCoGRiEImUAY4emmVr2loX6UcVwI7G+r6QTKx1KyOhQo6sKd9pT1wk9X+zZrJJtWsm4rhgvGlyw8um4Nh1nvrKS5nhk5dHupjLcjdafPYnmdDQ3WczivStW5zMj6cxH4ldz/MqZGcHd0XrKKkiT0E2gfzEzNu2XCyuX3rc2hDsz84O4yOSZHafWmbAKuKEiHkfoPaEX0o4wt3Zm2/eiQY7GfY97B8mCH0CKP5+/DOjdDn1pVnnDjQRXNfJhj3/SkFcVLgq5NV1sXFjWSJvxL81kYTzMZgjhFd97qpVjOM5m8hAUd6cjP2kZX7Z7v920mCQnE94tvPZOuHiouKRU20xsS6kzCKkynWXYZiP3vFJBsWkl15NLXFR73Y4E1Jthgh/y/nXVKpIaD4IxXUu5Ni4c3Ykz8oDatuvLvDd118rR32zNhagxt6CwUXLJMnNlWVP2FsQFyzB3xxm2GXUWRG3smB2n/c2y5eWjuGfg7sqweNOs7kzY1YGoWICLeU/40d1dyFnGZtNSXhnt5U0jqY03Wz8RXBet31lKuLlyODUmLln3zwN7bxRjeLeNjCct6oTxpNln8GlR7QNpPqwtQ37l3LttxG0jWtmEFg1iC4dSCk9N2I9Ze1tI64rtNuBnEf+wNfOALLTP7UZ++bVsF8Sq4vC9Sy79wuzWBkd15hiL3WFYmXVee9AT/sMDulvK8nPH5W8eYeuJS2X2MNDdSfhZQkRJzxtmTxybr0XyuiI9bkknCRnEyo6LhIyB+mBgeGGlyPEoIaNjPFCo8z74Vl8FtIJqOTCmBncRqC8caRbwG2GdD5g98Ww/HBmvZhBMA+o6I/7IaKOyslfrv86s99q8LGVer3BpwUoF9E6PriyA6uCvZShXnnSYkAzNE0//aU/zeYOshe2HI+FpXcqk1juW0UaTDadq0pU2WaofTR61czByI6S5R9/r8I8aTn5JePELjrRIiFo2K2tPWhiTWG8MyHmNzpMZKPSO2WPH9o597nEU2jNHfwr1hfVG4/GUaU54t/DaoNme2w3eMkAQtZ+ht2CKwji3nlvYKvWlSSx2hghWYkrW1/S7oGYl1zQPpNqyu/08S7WMMzVCqnblTdNwDYfC7BlWUnTCuKyIS09s3Z44JArdDb/PfkOnJaOk2I5Zec4Ptq+dikKd3RDTK2PP3KhU6yJroRxXa2Xi7qAmNWUfm3wtexHITWUZ3Zj2shpF9o49BG/yEl/MCEpctdKvGb+nZlZM5zN+1Vv2Wvlr5qszzayZTCRkPeJWWyoHubFJErtjVSd7e0N1QtgUn4XSnwUr9+5sAXf9aSlZu4vXv78t+HkkDY7FvGf7cYZVzfsfvODxxV2aM6tEqLMRUptvH3P4RBgOofsgGYt0YZmVBoXe0Q0z+NqI23hWH1ngQaC6v2Y7azm4s+LqxYJqPhrD2MHsqEP/2CHd/dGyLG/l23AWiDdH9OEcJ6UPV2fqg54QMt1nB2YldxLp7icj+TyZEW53pJmjryo4GkkvTD7S3c40j60n6zuhu5MIK2G8EQlnDepheWPNdlYTvjNnXCrjgZVQm9lI13tiZc4/4WFLPkhUl47uXiTPjewkGaqriu6DAZ5XVF/WjItCWlp5G8nVKvEw4zpB7/Y2+exlg98KKTiaZ57uwwwnA+mqYnZ3xfDdQ7vmLyq8wPM/10ri3S2bo0mG5qGVyN0IwzbAsvRdb/aEb89NMtNkqBTXRobOUV1aht2fJtxikpxMeLfw+p5mIYbsAky2WcDkEhRj44itlXChSCG08Ba2RdeYlbCJxbVGkJTNSL2MF1Mv9Kc16oTu2NFc2vOa84jfRPKHLd3CUa2Vem3bT5XJSGIhDfle0ZmQassIJcH2pqM9K1NVBgvubjQHF9Oemg1g2GTqS+sBjkt7TmyE/tgRtkpzaWQkNxbSSMngXDQrwOb5sJ+aYm4/lmGKFMOE4EGKvd+uPBteKa96KZMeuC73BgeNPd+LIH3ErTrywYw8q/aDuSXq3g+X4G2iS8xATa7dXoazk+XsdKp16eEagah82DuWb1l87LLoHSvYvc1M86qiOu5Yf+/I+tEJvuxvE2Bv2D4eZbI30+/LW2pM2uOOrltA75l/Ecye7TjjmgTPzTAhLRLilNntNeMQLJCezy1TfVKhJ4nt+5GFU9Z3rJyq9zoruwqk2wPhaXF3ihDfGxCgX9cMV4FqIwy3I9I7qgvHeJxN13nW4I4HUpNxL+p92yHc2TDqvPSO4fijc84WJp259ac/4eXVgsvHBxzcvWJ1o7URWhkISvzeEinlS3fak7YOv3EMR+ZRO5ymvakC0SGdJ9WKzswcYjxUkxYB8bS81yzkVYW0ibARk4F0Qn+SCU8rwtdWdL1nu7bSNF6tylKmFnW3MnmRcOfWA44Lk9O4c4dbjGhy0HnSywY9zFSXDkmeeJzwVSI2Sh6E3GR0ntBxYs9OeLfwWm+03NiXIfTmEZuD7P1hY3ksNbC+X4JVpsgWHHHuGQ4c/UnFcNzQ3Z7R32oZj1q0coQXW9onG3JtpVAwDeWwtEA4Ljz9aU19mVk+TCye7HxqrTwZNon5k4HmwozfzbLPCESpgfmzzOF3V7TPh/37SbURYLK3AJsqC5S5MdISQGqE/li4+iQzLqwnalMX7L27IZes1OwCJdnYL7/qzdB+TLgyQgxvdnlaZBwmoDffV608aV6ZLGWXbZbA5KLpY92QSLOKeGNBPpxfM2WLLnM3nDsHZ/rQ4JAxES46wmo04lRW3Jjxg/VzcyWkMk9UgyvkENkbvgPEmWdcBOLM7xc61+5Df/LhVw7Njnw6Ut1fw90enUfqSyOVuQHC0UC+3dsYq9GcZvSPHcIyMvsyWAb3UmgOezTZ476D9mmAy0D/2QHjtiIvEs33G8LNjk/+rAcgZsq+fjlDopUIRUDm0WZcdt6yTm96zPCoof1OW5hKMNyOuI03V6KvbdFFYrw3mDXc6PDLkbybrdkJ6eEcrcziLi0zV798A/GZ5qTj0XduEUdPfdKx+vKQxeeecOEt0Hklt8ZolSTo49YYuDNzRhpOkhGKBPxZIXEJtqibJeJhItzeoqL0NxOMAiFbNWa0PvJ4I17/fquz72cfcLOIPK9Jh8mIR1tb+EnnLPMGZk8d8y8Cs8eOcNqRa3APW/yTGjkaCotZ6O5Fqq9fGTt4XXPy4RkabJA3WWg/n3SaE94t/ERHoBwsGEqGams9TXPBsd6mBuszuahUZx39nXlx4LFZm35QwJGDlXCtVOvQWWVl2qLzTLUZue+MgnyfcYNllhGbRYiWrNJZlui7vM9QkVJ1S2bHV5/bYGwnsi/LAnum684vFuWafLTjJSn2pS091t2CwWcrUzZnI7Mn6VpHWVi12lhAYxyRfjS5SL1Tuu/2Lz/0T4vhwJ/QM4wZGltld7cb1LWEjU2VQaFaR1w0iUtuPRqMPKEihKsev+rJ9XzPSFYRVve9kZLueo4+c1SraIF1sCDsexsEfv6NYLNQBzj6fsl+67e34g9rxzB4uKhIT2uqjZBvJPqf3yBJ6JsK/6hFD40h6rdCfe7YfjIgl4HhSKlfWith3g4sZj3b79xk+16kuvAcfOZZv59xdaL5bEZ/ktHR86vfvWes1kUZtl4mrfjPWpiZo834YU8eK8LNjvzlnPC1FdtCXCEJoiYfGQ8y+VmLBC1ifnPZ6e5FG+t1ahpY4ivBduuZPROGT0fiGEyKkYS4bnCDzbGMhwm39rhRqC7te+YG2N5LNgWmt2kwbigBc+VwA0jy+E9X9GetLTQA5/P+OYc/94LLb51a1WOebQTZLKEbT30hdM8bXAD3lc2u3Q2aHo+y7TcKYe2Ic6V+XrSzP5OYfeUZr2pmF8J4pISV0G0D+baNTJOtZ/tyZkYI9ztePj1k/sKs/PxFmOZpTnjn8NpM0w12wRo55rr3J6m4BY32HJVieNCYLCU1wrC41ltCceLJZqIeDyq6Wy2b91rLLEsfKXRqUpAi75C8Y6baPsM6WU+zMHLjzBNnUqalXO+j2io4IS1qhiPrP9ZXyUq7tR2fOkrgYi8pMZlLYv4k0ZzZY8OyeJ4Wt5YcbASZX/W4ofQtveylKPtB0MVgnZLFscsGd5NNdjrLypErv/+nYlrL/VzNrPgulzJz3vdhY2uyk1Q7060ug2WQ0bJCrQNhPeK3NrIq146wNkmOKz1kDWUCS8q4zjJbN2TrPx2Z/+h+Jmr12kvl1xUnf+YTdOuZPyrs5WyBNPbeSoe9w2+E4/+kImwFN1qvltGhtTFh3//zH7D6uZ6zL4+4+PYp2w9HaLJNScFIQjxv6G5mwkaQ5zW33j+nvhT8RtCttyBYnG7SMjGeZA4Ot/YdcAr3O/pHc9NrXgb0cDTy0aGNGdMmG4HoZo8fZD+XcrgdLdPaeOozT3XuqY97wpWw+jTRXzbks9pYtW0Er2ilbL7ZU114c+YJarMuXTFj3xTThjqTlwnfmbOPGywgx+PEsDEnJdfZ93h4OkdmCRdh+4duEg8t8O50lLoOxobN0BQjiOaleS4vb60ZThKL967gMNpUlCKbiQtl854y+8qz+UaPdI7tB9GC7VHGtZH37p3B4NBZIpwHm/zy5QwU+htKnFm2OXnPTnjX8HrD9kJPd1FJldl1VVdpX/YLm4gkT7WxUuf6vdk+CLpiHgCUPqOZB5gPaimFVkUvGc1uzw/Zxo21rgRL3bNu1UFcegvSbidhsdJk6NXYsp69LtT3CX/Z79+L9fW0WJRJ6VHuiEKWaZrbT8Z3GT8o2xu+ZMqUTCxfD/vIFD9atzcj2MMXB57d2K86vGJY4NDa5B9usHOJySRtUVGyy9ReT3oRheysl7x36ynBLJeFjLryHp2g1RyJSrjY2r7Fys6zs8zYC9WmvNYLOMGVvpHbjFQxc/SZI/uK5rwM8oZ9sH4buNq2UGXGhWUmw5GidzvoAgTFXwou2qImziwjHE+geeoZTjOK47tf3MadW/kVMQbpzd/4nOdnB6xHI9jkuZkOpJkid3qePTjBH1o1oX5u52SorBTrtp7cZi4fH+Bv9uTPFuSDjNYK0TH/6JLVs0WZh6m4C9t3Ph6Rs5pxaSVZ/6ghHkfrr84SKbmSUTrSbXO28mcVLtr3ZlgE6sVAvJijvScuM3I0oJc1shb0Z1YMxWih/aImV8Yab14Km3tGypt9WdHdTsgyk5aZ2QO7tjYfRujM53Uny8lzs69z8whPGyuhfqOn/qJGj0fWrUfaxPiDQ+orobs8wn24JS2zTZfJZjifvdkDtj9oGA8ybuUIG2F7P1F91fLwrDYfam9zQjkYSVoh6wD3O/wPWsYjM9afMOFdwutt9IKVTOvzaD6xs8pGgIkrYv7M7HnC9Yk4r1jfr5AMs5eJ/sjtPTSNGWR3f9+XrG7MVCvTPe4cbFAjELneCCxm0G69xFy7PatW1EhIkl8Nzvb30FmGtLld44+tl7OTy7gEfmUOQTuv3J0pQ39s1kU7lq0blYOvRlTM0D3NLOCHLu1lIbLN5KYqWVg2Yk4dIMfroLmzwNtllsVPNlfBSFGbWN6f3aS1kINyKyW4W+bqoy0S/DrufVJzyf72sz5rMwgPQJ4JuVrge5tCsXtee1YMDIKQZg7Xq7kdNZ5qzLhuoH3quLnN5NoYt6nxb3MyGOunC3OkCZAwludwVSFZcCcD4cuKsIHNXUXnieXNNasnS7NRHAQ8zL5oGA8Vf3cgbWZopTz97NRYqnd79EVtGdws4V4G4vMGAfIs0z7xjEvF99iYtAxpkZj/oCL+5hXOqc2KXJdrXGCVF1QvAzmAjDZjsn4SzENVzRVnvGFOOzI60x+2GTkeiJc1rCuqs0D4+hVb38Is4R60xBcNQ5ORYAYB1VroYxmAvVTqby3x39iiz5qyOIJcK90NrMSahN4Xm76LGjcKw7ESthDOjb0dNkJ3b6Q6HBg3FfXjijjz5GWClUdeVqTSWnSdQw4HDj5Zs/njJ2aVFx3hylFdCZsPI3oaqR40jCeZOBOal1Yt2r4fi62eGbE7nxkvGqRNyMsaTnuqJjI8nZNOCrP7Rvyx18mECT8NvPZWWHTNhPWI2474Lu77m6LGxMyFfFJd9tRXxVnnwO3lI7vgZJZ6r0wdKeQapJBzamN5aumh+iHj+mTl3tYGX49zx+UnnmFRdITR2KjjrLwNpUxPoPQLZe9iBBbAh4UrhvPleWo60dnzRHtuWrbUCLne9fIc48KIQ7vMW1IxME+Z3AYLeGUyiQzRSrZVsKkiFIJPUmTTm3uPd+RZsIHWlWWHLu4muBTCVZAyVs3v2bI7Kc8u03ajLQDGZckUo9I+62merOmPPM9/vuH8GzMbzZYtU+1OPJvbZq2XKgvKLip+GxlOW9LRbK+T3ZXTx4Xbk47eBvyVJzeld10yoOrCW3Z2WZErZTgsTOjOsfn8kOX3A/W5BSd3OhCLGQGfz1GvNgUkmDdtWgd0mSAK7cOK8Ua07GoQZBCGo4x8tCbXMLu14Zt/xhe4jWf7XmJ8PKd7PjMST5uZPRLiQcIt4rVeOcPsofUC1VkmnD/e8unXH5MrpXnm0bkxTONlbQScJqHA9vkcCQoP2/0kE38wWrDvpegbxaz2uuII9P2W3GbiNzfmE3tnQzy1/q3bmoyKNtlkk+eOdBzxW9kHzHFhLFrnM/SO4WaE2z1UxinI89K3fFkZCW4TOH9ygEShfeThvCLOle17yTL0i4rhNCFHA3il/1pHnFu2LxuPzCN6VsNnc1vkuPIZf39G+mxp5KLeMvD68+atXXcTJrwJfiIRSEUYD2p85YjLykqZyUp76oTuhg3JNTG80t3YiZOheVlkItmCVKrMaUTyThNZ7jI7oX1hjYpi5gEKrs+kOuxND8LaRok1F2k/dswes32YdV/Z3gjNy7gnuEhin6mGzmQkKuC7SFiPjIe1ZZWNwADj0gL0rt8JVg7O8xpJSjxq6U8bfG83FwcWTF/xlt3pVrWxQdRajNVtXqCVGMmZPAvImPHb4tZTOXNBkjL1ZTSpjhsTjBaI06wizWxBoa7Ib+YBv+r3zkzbW2aTF4rloRvtg82VMH/U78uv/Y3GsspZsL5mn/DbaGXiYlbxtiDZMsbUKv5Wh34+s2kaF47+bjKD7zZb1hNNnrD+UGnubIgvZviHLRpg/lCIM5g99lx9M1G9CKQPO+S8xl0JzcdX9AcVHsh9A/dNWiJJyM9mtGth+2zOr3QV+SjC4MBbME7LhPSO1Sd2HHnmyLdHxGfc85rNRxEZBMlCON0S+8AXf/g9mGeGk0z1uLKycBTmn9VsPki4ZMxdN5q70ObnOwTQpw00mf5uGeDqlfppIH2yRb+YkVsbQp36Fj1K+C/nsMj70rW/8qTOmLdxrtSPzSUp10p3EgkvAq5OqJZWQWVOQS4bsc5fFQIZEG+YB286jqRW6e9Glt+tWH+QzJsW+5zix50VWQ5GRNSmn0RjxNYPGiOa9cJ4rLAJhDtbBpnZ5z8KYW2TULbvT5nmhHcLrw2a9VWiuxHY3q6oLx3diWdcCs2Fufy0zwZqMfZnLnR2Sebx2Z3aDWH2QpHKfF8Fy3ZCzjYYurEeZWosMNVnPe5sRT5eWAZW9JSmkzRqfbWxmZlhbcFQxkxqbTj2boA1UrLaUIgvm5FKlfGgYvbCyqhx7snejNAlKbIdqceEpBbJ3nqjldBcmaF7ziUwi7F/06ImNzYtZDehJWdnJT2x5+6s8mQ7Isls7dKyJjXezkOXYDeqrHJo62me2/uKRcdZnxcpSzFHyE0gXHTIxQp3tDTLtkVgOPAlM/PEw9Yy8wMhrGD2wghE3YlZIbYXmfoi4tcm5o8HjWX4CcZloFqZ1Z673OKDJy3q65FhbwG5tqkX7eNA3M6IB5nq9pbqP1oSVyWr7t1+/qrrrbLRPZtx/MuBq48z41FmG+2cjN8ccReB+H5P890Z3YcDKTi6Bwfo8Yh7ViNeSX3Zdsngtu9Z75HnDT5CtXJ0dyPzLwK5hu7jHi2a0G1twn2NjurKkQ4TIIQLxzivcGcV8ThBk/DPalJr/dpcC+uvjcjobLpJ78jzRPUyIE8aJNt8zebmFlUhfbEgHUXGw0z7rbmx1B3E40jzqCLOxeZrXnji3IY6x1P7nH0fmD2D9ftKdWZZa3gRiLdGwsOW4cgCn2zNuai/kUiV4raO9oXQnSpkobp0pIUzYtBJR5xZ6Vy9Eucw/+SS+INDUm2mBWw8LE2KI7d7YmeELcFaFa5z5Ks5oRjpk+z8d3fSfkbnhAnvCl4/T3ObqK9k32fzI7Cy7GycOdxhRXVV/FZnAYnKwcPIOHcMB3ItoneWXYY+GyNXTc+pIgyHxXTAQVxUeFmS5pU9XltZclj6ve3duHBFXxmoLwYLrFpIOt6Rdx6ylfUPXQrE+eKHnH5yKMOqvRmkD67BLSpcnwhrcyDJwUgyKuBrx7Cw2YXVWveG6K4Eba0c0pcssdjlaeXLSC2HBA/DiNazvd5TixWfJ6HR4btkTNq2wq8HJIWSQQp+tUViIh/OiaeVMWqHkTyz8m91ZavxnXPT5n6LOmifK/VVZvZkAFVS3RJfGQUGlrHGmWecm5kDxbwi1x7nHfQDLjg0vz3JSZ6nvSPMDuPzGfmm4jc21Wbz9QGpjOEpSahvb+hfzrj8uskl3GJETzri0xntYU9fZUTUTNNHQdqE9g7/pEaD0rx0bA+kjOQSyyyd4i/KBJXRyrbVmSc30N2JNjfSG4tVRoGXFX4wdx2pbMB0FGBrjFc3Fr2u2qitaiVs7mdu3r/g+eNDUEHWcP/DFzwab1m2PbfAkT5fku70iFdmDyqGn9kSVy1+a1lZajzjUbbeZYb84baQhQqxaKQMYDBP1/UnkXBuJKj2B/W1fR/mcjQclm0JpJsD61mAJDZYOyi+EHv0rtB/aPKRsByRz2esHx7YBKTkyNmkOunYWL1cVvhCAlcB6Z2VxT8wk3apE7oOcGskPGjxwxQ0J7xbeG3QjItgRJ2kVFeJ2eMtqQ10N21G4K7nZrIJM2B3o82+bC4seKS2mLgXFip6zaoVtZu6kU2E4TjAcbASajZpRCoEIJe0DJS2L9G49CDW70it4Le5OPbAMBPSTKhWyjgTXGU9wPVdx/aWMn9krN3UQHOh1Ow0nkoKbl8uDlcj42FlgXPUvdzEiD1qpi7RzOrdYBITGxSNmQE4rseABQuifhstk6ldcQKSH+pVjgfW59wPmi6SEJ01bD44KP3hBjmqGZeWEdeXCd9nUuP2gXM32QWsL6tSsn21n8NJTS2C76LNA83QHzmqrZnpj15QmeO7eD2i7G0hC8vvBdYfZOaPzNM1znTvmrP52MzVdR2gTbiXFf1ZSzj3xJsj0nuqz1ojAvVC/3SOVpnqaTAjca+452WA9EkmbK20X70I5A86UlfkJrXd3fVuT37SUL23pr9oGYGwGImbgGw8qYb6/TXx+0vicULmEXlRM3vm9sSc+F5vxxwdrk5ISPBHliy+crw4XhLmkTSY7OjJH7uDFBei6rjHf3th1+SjhniY6G6C/9IWRrmxhQRi5dbq3EaT8ajF3+vI65bcKjkWd5/BkRrLHuOt0bxhW+sP54OIbDzqFHdnQJ43Rl6YQf3C098fqR6H4v4jpBbSsxnVyoaBhypRvRDi2tPdTdR3NgxP54ROiIPHXdnCK6wc/cmAXDj8Voi3RrhojPwlHp1l9KJGA3Q3Jxu9Ce8WfsIQatnrJX1nVm7Se/xhuCb0eF8mmljGl52Q2qLZiuYj60elukx28/bWF5RowdX3qTBlrXcXZzZmrDkbjQBTO9ModhY0d/Mfq1WygOyL5uzQfGjNpacMxo7gR3t+nAnr95XUKFcz5fhbQrUyZ6P6sgSv3SxJKcSk6AthyZ7X9JnuVsPsSYfbDKa7LH6wqt60lyIYC4p91rnTcaKKWw1m+C41Oxu9HXM2h1LSFevvuqhs7jXM5JjxsKI/tlmQUu+CaRmgfeqp1kZw2m2nXunek7c/to/Zj9aLHpYC6khNTXXl8X2mvoKusI0tWzeGbW586XG+vd6SXzviEupzx7hQm6upkBqFg5HZd1r6k4y/tyUO3oYrXwbCVkidx28ckoX6TJA/7RK+e0B+b2D8wCz0nIDvTIZRXZggX4t8xD1pcLd6whctwx0lLTI6eOpOSJ8tqUfTGuZ1S+iFeCMiG0ccSw++c9DVVFdmRtB/MEDv8FWm+tU52Svx48R43lILSITqQcNw04KtNpmMo/nVGdUarn4uo3PzpQX2LZCdBMhvhO370UrU0fqE8swz3Er4hy3pOFr9dpbQwbG9r3A44p7XhGcVubGpLzKP1A/KTNHk0I2DmaJNMbKfKbPPbZA3I+RKqc+EzaGayQKeeLlED2E8yBx/dM752QL1SndvLPpuKx33H/YQHeMt66dWi4FxVbP8QaA/hr5RtM6kZcT6PhMmvDt4bdBMjeyNBuI84PraWKLZvuz4wkr1oAn8JkLjGY4DDrUxRGIykuqiI81rhuOKOHN7lmjozI4OdgOqhbCOhGeX6HLG9vSwBE/dZ5ntWd4bEiQve8mJejM4mD+PxJkzVq1a/xUc7XPH5r7Zj5lEwyQnub4+hp0FoKgyHtjpqVcZP4oF+cFmW6q3UpvsjAK8WI/GfgO47kPOrf/pN7FMK8nXPr0ClMXBblu7aSphNSJJGQ+r0velSGB2vnslY66F/rC4Gum1eT6YFeJOYtO+sOx3fTvs9aqptf36TWT+wu3HuOVKiLOSDQv47dsTakoU+huJ5qU3y9yjAX3ZWCafymSOl4H81Qw9SObaM0B/q9i6jdC9N8Io1L9yYFLal42ZDWwc1UoYTrINjz7MNC88/dc6nCjuoiUOnvGDnnY20vzRA65+20CcBfTmQH5Z2xQRb7Mi6ycB3wnbTYAbcT+KrL+Z8FuHPwuQBXc+s5JulWFVUd/oGJ8vSDOz0MMr1YOmyIEswdveUrO3+2DLMDqaz1rSWMg6hfk63LCpJK4X4lE21jAQLovMaOuNWPPMXLXSBx3h85Y4V9ozIf3WFW09sv7WiVUoAvjeZn/6w4E8eHQTUKdsP0gsPg9W4h1hOLHsvz/NSBQzRwiOfBTpx0B41IDCeNt6yi6V2QaDQ2aJxUHHKi1pfmWJnCQz3X9/JCxH4mWNZkH82/M8njDhTfDaoBnWr9zYMcJIav1eeoEUYk9nmUBcVITVQFhXrO+FMiYM8nFAdLZ3Dko19Eee4RDmT4TmsnjbVoH5g5UFmqM5OLPhS7URJnYl2zh3DAeumBKUobtHlqUunihhnZh/dkF3/4DN3QoXHS4pN74VWT5w5OBK1mWZaKot89r1WnNlQdRYq+Yx2j4fTXqz7guhpymymmjZpOPamq9gN8ZrV9q0Pq4HykzRmHFeiI3fl2jNeciyXbdz86lqM4wYlfblyHAUWN/2dKeCHwTfm6QHB9VKS//Z7eeKQhnZpiCj0p7n4hVsJvRx4cm1o7pK+8XMeBgY5zY7kpFry8C3gbKrHJTxQNF1BYtI+0VN1+a9/nH5mUefOvpjE/TL0YB2gfEg0zwKZv92s4yFu9FT/aC1cVOLjN843Mdr0oM5w1EmfNnYQiJg/cje019U9N9IVHVC722JL1rc7Q6+nOF7sfLub9iSnjTIOti0kINM/dIRZ94GBRxntEqkKiMbm5YiGyF+NSd8Y01+PqNfZGRr5u4qCm0mnwXCWqg/r+humz6zuxtpnpr0RnIhTNUKBxHta2Qw8ttOnzn/yhNnnuEkMbw/Wg/2smI8tEC0/jjCRUMXZ3CYCMcD+rzBjc4IRFLZl7/JJLUS7c7ha7xlNnrh0pPf6+BJw+yrQH/D3JE2cU4F5A87G/jdKEkwXexVQNvE6vFyvwDxN3u2dQ1OadqReGHCUPds8p6d8G7htY2qahPxXSJs095/FdjfWGNj/bPUmL6yO63Y3pszHnjqle57aoiVT7XM2AxbpVorzZkSW6E7sawwNcJwOrOM9KSlv9EU1xcbILwzSjDN505LeK3N9IVkNB4EuvcPSa2nXpWsbWM9wvoqU22KNrF4ru4WBddeu7rPuMzEwTSR0tsg6LRorKRamMOvnsV9Oda5fTAl6z7LFDX2ba68aTwbu7HlWvZ6zNx6tHbk1kzYVa6t71yf8J0S50J/M7P5LVv6E8tMqqudpMSkNf2JJ1dQrfN+VujuM7Qh4lZC3xlOgJXhd65IzYX1qMM64jbXxvd/shGPjPwyHpkgWHqH9OZcI4OZHritY3Mvs/o0GllEQS9q3No+j/5mYjhS0ged+baO3nxjK6s0LL4S3C8trZypMH9sBCNJ1ittH5i/rEQxxx1RNCj6sCVXRlzr7iZbS2SxQdRHZvE4fNSTbw1G+HLK7AcV7ecN7WMPo6O9vyafjIx9oHnmjVG7dcjRYKzgjcdvhP5WYvPpiBvNmi5ceDMruJnwA5ZlngxoFNLNwWz6krD4IqDzRH+sDCc2i5Te4wrzWIPZ8lFl3CqYP23nqH55Tn13Q66UeJCoDgcbzTUKBKX5uXNSA7NnQCpDsD/cklcWXONM0ZPRvosrz3iYyFGQlzXSv7LQPrZpJ/VzYzeHtRAva9pHAdl6Nl8tCVee5kFti7YJE94hvJ49ux4tOFj1s9C/k2WbRWBvDE/2bj2pLpNROrPeG2e2Kq7X7IOSH5TmIiPJsbkHcmmvVw/5VmXm76tcrPoyuTadWLW1G/w+E/HWd0WN9FKvlXEuXH1gpaCwVuor/SES0q70pdjP+iLS36jM19VZ1mkOQloYtmaOrk6IR7MfOj/qncktI+BkPwlkZ3UnqjYmbGehV5lfLMVlh9L+3M+vjFaCHhfBgnSRpuTaMl7XK92tBkkwf2qOPcOmpX2u5r0qUG2MZZwaIZV+77hwtC9GXFLGRTAJTxRW9zxx7jn5zohELQYKNRKV5mUPWcnNznD+7ZXJQvFXHT7pEFErrc4j7RcN3U3HeHdALisbeSVYu+DDDbqq0WAMWD1I9LeBzhNnSvW0YjyNpA87dBu4+sT0nc1zT66V7R3LVtPcdJfjgZVY8jIhdWL+B5asPjApzC7T82sHJ0qqFX93g2wrDv5Ig3rP+sNMbpTZl0ac6W/YSDO39nTbpWkgs5WR3VnF/LEwfBrJ6xa/dUZYEsApqbVSsmRnloJtZnNXIAm59zSHPcPTOfULz3iQ6W4qrknE28AoZltZZ+qHwSYXCYzHieZhxfBRb9Z+i0KkU7FM1MF43lC/9KZ7Vlivjqg9nP+Wwc7niXJwuqKrI1s3Qy4COBsFRhbmDwLdbxxRB8sfOOIchmS2jvW5M0nPLLJZeGRw9J925gyELYLHw2uv5QkT3hW83twA0zEC1ocbk3lLtoHxsNkL62VnZL4zACguP35UwpnuDREQ9qbjPiqhEuaPuM4mZ0J9ZRNUJGaTfDihvlRia9nTLpjmSoqHa5GPOAtym9uB7R1l9tQYue5c9244LhYyUVbrrwQhzYrWclT640CcCcOh0J8IR59FwjaZNOY07L1yq1Xcs4D3TOAdCahkclo7IwaF69LsLmCSFZcy2e+GexcK/i4LrE30KqrEmclkhgNvveXWSta+t0wdtYDqR6U5S2aCMGYbF1ZmlopC83hNPJ2xvufxPTQXaS9Yv/wwMHtuQ7tjJQxLx+IxVBc9bkymeZ2/vTKZG4sTUDbta7UVUqrY/qYtefCEZ7WZQ3SBdLfHjRXdpkLqRP15S387Qu+YfRUYj4yUFduMVJncefxiJDys0GAzJeV4IA2NEchu9OiTlnxrgMFbljVUXH4j4QYhrBzhSnB/xgXrpwtm35rDgXJysGHbVFx9LVCfO3KbzQv32Oz4qlXJYoMFhFxB+9ShZ47881fkRwcMDxbk9wbLXp3in9aAw72/YdxWsHHkk5Hw1Mr1+dDYr/04o3lhvrRhLYwnmeAz1JD7yowPomWo7maPPrXAnCtwT5vCOrfreHjRUp874oGVeePcvj9uMBJP3gj+hTHKZXScPT6EoEjnyfc7SHaOxpuR/oaQB48E5eqb0fSYR6MNCL9y3PrgjOfPDyzjXUT8Zy3DvRF/FkoQtwx+woR3Ca8Nmm5ban1jtIDgxEZejYEKkGw30hwEX8ZtpTIEuj2LVtbrRsajluEokGpnQRMLDMNCyLURD3aTVIYl1Fe6H6K8m3Die3Px2RkXjMUOL2x1X2LMQVg8zjRnQn9s2/FlFug++GspSw6ZHPy+V7gj14TOep39DbPtC+tEmpkzUOiudYy+L16yIlA5VLX0OG2mpjpHOqwLaapknd6VHmyCmJHaStYWu9zeSShs8n5uqYqVv1MtNBeZYWlZebUG38Hsqe4N9ftjT3NeSq5dujbc7xNu0+ErT3PRmOY0Ks2V4kfoTu18mjdwNvnJcQCF6mrAbQbkLbJnx8OMNtls3a7sGtOgcFbDPMH7W9xnM8iQLiv4rRe4bW3++LXaTXxjGsTUqJVWa8VXmXo5sr1q0INs/eBOGHvP8tNL1hcz5u3IuqltPiZweP+Kfgj065oE5HVAomP87iEyy0Vzqzx5cML85ob2/pqhP8AfjIxlnuXYlP1fefROj3/QWm8zQ2pB/vgBm/dykXwEZBTy0lhf6SCRn88IazM2D09r3FjaE8XWLs5HhpuJ6qUz+zoVxpW9B9c70kxxpwMiSn7cmlHJ3YjrPRqU4SBDna3s3TtyY6484gR/dwufz81g4sxGmlVnnniUWX7Ps/mtPbdOrnicbuCeNGiwY/MXxiaWkCF7s0FMoJsiJbkb6R4eI03CBfsu+U5sNuog6J0efWls3gkT3iW8NmjK+ZWV5byZj2tT7UktMkR8ZzcFMwp3xFb2BgZuzPj1gLtY47oIsqS7EciVWd+pE1yEUOZjti+sv5lr6E8sg602uTBE895Ddm+WUHqY7hXGqRt3fU6HH8xOzyarWNaaasewNBaqK+5B6i3g+05t2HJUfO9oLqE5i0VHaSzb2FpPMGzSPhDaubguXUrM5j8L5LmtyHGC7hL24MxuLxnhhwROFNVyAy6BbjdRxZdRawcPesJ5T3Nes75rvd7d/FEp95XNbQuu86eW8A5H9vGGjUf9sY0H2xodNldSxo1hEgNvi5h2tFFr6jGTeq2oVx2y3v56XG9vBMmCqtDMRrYr84aVztE893R3lZgqfKtmTr9ydNvaqhdVYrgR9ydkPFA+/NnHPDo7JH+2ICWhiw1yMlBdOfr7ZkYhVWb1dAGYWbyVMk1ecbU+JNzqYHD4y0BusmkLF9nkKkslLRPhLDC+ODT5xizjHjXWz1ZsLmexj2znA+ubASkl2OFIuf2N5zz97BR3Fch1RhBkHXDRpspVZzawOddi5eNz6+uSbb6mbD1amSykPrM+dvR2YeQmQ5VJW4+fWTl7+NoWrirG2yOy9cbo7R2+g8WXjvUHGb0xoElI0aFzNa/duRKudrpOyx65rHm8umHSEMWkIkFsMLWCJkfYOuL9Ae081UtPvtdx+IdnxDmoq6h+2xmbbx+zfa+YdNyMNJ+1DDcy/uot6oMnTHgDvF6neX4BKYH3SBWQsYX5rMxgVNx2tCDRBvrTep8FujLRI80q3AUwjLiYCVtlODS2aOhNCqJeiK2UAAjh6nqOIzsyTmavOUxF6wnsMz9j1VrAs3FfQp5bUAYY5xbQ48yRPSY1iRaE9/rSojv1yf5mOsXi59qX8VDu2svWyq8WaHcw+YhnZ5+nQUiVMXdlzNbrVCVVZpjuxgxqWbVExWWFmIqRPeCE5nzEb0wjS8po4/dl8LDJ5MYyYpeU2YuSCTfC6K8dhVSE4cDvPXTNC9gaqjYEHEiK7vrKiI1pa8x2TysPs7dnnO23goye9PwAOc4QBW0zw7FQXVp1IB6b/2D0IE/t2JpPL4hzMzaIM6tQPHx5yHjVwJ0BX2fyixr3rKZagTyoGI4tq22ehP2g5/5OLOYdJsSXiznuQFl8KQzHnu6bHdWXts94FHFrT5pbOVHahJxVpNMRoqM56kjfXxJvj0jyrJ8skEVEnSL3NuhFQz8G5Ghg+R/NuPwNmXxoPrdy5Tn8drD+aMTYurcS46GC05Ktmkl91tKPHSyjq59bLzI3NsmFVSAlgWXCO2CWkMuK5qVDnae/FVl/bIbr84cO93nL1dcT2asRrcTKtYuPr1AVul85QoP1L3WRkTKVRkYzzM8Lh46O9vOa4TgzP+wYHh3ieyE/bbj8mWi61M6Tf/EEXZrlX9gK3Z1o73HChHcQrw+a2w40gzhk8LisiAjSNlZqjIAIbkg2Z9NbidUNpqPU4NBZAykjg/UiXYTdbEk/Klmt9Aol+yq9QnZSF8GCCex1mm40opANk7a/xdZTXY1U5x2iDXFWTKG74nZSCEs7tm0W+1u7s/Vz7Eu5uTJyjzrTRO56nruZlb6LuD7vFw97j9lXuDJaectay8gwsHFmuegxcy00z5NZ4m0i4bxDhhFtK9JBa+O6ShadGo9KazMQ78/Y3HI0F4pLph1NlRnlV2XItDoxtrE3zaaokr0zYpDkvSuQ7+25oTg51ReWXb56vnIQ+tsLqtXb62mqpzjcFLZ2LGzkwpquroxIVV0Kw80EAZqXnqtnS/ylp39/JDytbELHV3OqQRhPI/KkxhX2bGohbKG7n6ErMo4Ew520J7OYs1Ipra4d42GZ3xmLk81Cqc4C462R6mmFfLomjp7qSpCzhjRXhs0CDowFHA+MROSe1qSDRPdshuscF9sjpPit+itPOlRoEsMtZTxxNjT6gy1dF6ieVsT79oXxT2vyzRF/ViO19f+62xGZJ/zj2t5DUFgHmyZykHDPa/LGQ2OVmdQq40kiXHriUaS/l0nnAYkQrhzp/Q5djrhHLe3jwFU+MGmTwvwrx9XXE3TOhlY7tRFmVSR/sUQ9dB8NtA9quu8dkt/rqZc9sauQ5w06OiSW8vF7G8aLhvqi4uC7gc39jO8c4/tvj7U9YcKb4CdMOcklINjYIh0GqCukqSEmqIrLTR+pUiY1c6CwQZMNWc5N9cr2LDD5XUY6KBILIacYDIhCKsEtlL6hG81Obyd72c0wlGQ3UZNSeOLC4/ua+nxk8eWW4agmN4JfqxF6vLC9WbE+dsRFcVbBsdxkqlViOApFTiD4Lu8JTioQZ47503hN/OkTrgRLku6NDHDuWtOoavMvsaHSfsiMS4+ovfdce/zWproQHLmdkStPanwZu1Yy8FGByizyvBA66I+E5lJpv7winMwY5+31uXHKsDSv4NSwnwADVvrM3srMqRJCb1pNMbtX3KCMy1KCz/ZZbm9Vb9Ww3Y1AFuuxdYIbhXFm7NPUmDbR90I8MM/XsHHEVvEXnjxTJGT0wy361Yy0TCzurBgfHxAPE/Vph1OIlwtUhMNvB8YD2N6L+I0j3OyIoyePDhWluvSkbPscl4q+bzKU/tQYrea2L+Yq9LLoQGcmy+g+HPEXAaKQ5ljbepbQk0RdJcY+4M8bdLTKwuqTRFg5qofmd9vfichofc26jO2Ki4yOjvCsImyEfhYYj22257jMVJfeZLUfbdDnLVpnwoV9zZtvtaTCIdj83ECeQ76okHkkqhF7UCv5hovS73/U4rtyHTkr/47v97gngXEObiu497eML1skW/BczHpenswIhwOc13QfDvg2wvOG7klDdSXEjwd8k+AicPhdOLsTkMGx+WSkfViRDhKH9y65XM1ec6VMmPD28RPZs3+CqD1liAlxDtIAWlkW4BzNWX/NEN29tpRS92PAoFBFLYuLreyzympdtJQZwjYiY2Y4Lv2qITMuSukTK6NKUsTDcGCaSJcUFUe815SSqpF2xBd947oHXbC92eB78FsYD4Rh5fZaP4kgUkrCY6Z9ntneqogzC9Bhm64D55igH/a/05rzjzb+2q81mT7TOSFz/R79JoIX4sI+guFoQWotq7WJJL4EbaXalAHXhQ3rRkVqK8vWh42N/up1bxwROjEd34EFWIAcoF6VXt9CcCPkGnK0RUdqjIBUrSJudMSF339uZlLx9splKqC16fdybZmQ9I50kJDRIVshV2YtN94ZyWNFmmeqc29uT5tAqjNVAjkLrDZHMMu4g5Hx6Qy/cVQbwXfG2t5+MkAUy8wezcx0/eZItRwItzP5B0vyUUS7mhyFUCfGo0i9GEgP5iQntO+t8H/okOFAiQdKdwquSWXQt+PwZMP6xRGpBX3RwJXAB70Zc5xEFnfWbL5aklqzpRsPQQZHdX9N/3KGZsGvrPSaDkdcYT6rU/zxCJtimXcRwEFWC8QymsF6nlu53Y3QHUdCyNavrNRMD7AFStgI46cd1ZfFqKAT+nsRd2XkH7d1cF7T3x+Zf98WxD9z7ym/9PhjcpOpXgQuFnP7fm+CyX+WEXkwg3kmzzN9gxG1kuBu95xLg/beBm9fmTmFvwyctwv8o2me5oR3C68nAoWKPYPFe6SuYWfcnYvEIqv193aSCrDJI2MGL+TizYovPbwyDijOLOMZ51YW2w1/rq8y4WokvFihsxrfBhvjVRxsXLTsNDVur3N0xQtznJszkO/AN5a1utHKfMNxjZ8FhuNAfakMav0rK3NiGsd1Yn234uxnYfZUOP6OSU6ay0S9suzTRo45G0t2ubbs2zloG5tpWZlxwc7HlmCs2NwE4qLMqkx5vxjZOS7tFhVSWMhha+VBP+q+vFutU5HvgItmBtGfNuwMH+LMzuOwtOc0l5nYSBkLZY/F1rbtRyvvjjMLmJa1Gys4rCMuKuOBt6xT2c/dfBuISyslpLllc64zCYf0Dp0n6IKNlloL1WNbVIVVYLhhNnrh0lNdBuJSiceWNVVXnlQ8fncEnfUHZitIEuublsHQfoB8FYi9R25uyZUim0A6tMkm6WWNu9lTVYlhmfErx7ZtaH7rFWPRSw6n5v06fyGsfrbn6qtD9DARnpvfKwLN91viTHHLkfXjBQI2beX9hNYZt/IMz+YcfN+z+kgIyRZ1cRNs5NlhRuaRtA64WgnPK1wCN3ri2BgL9ziitelDc2uzNTmrYG6yqXDhcdGOV71VIppfmdHdSZYV1x7ZuqJXzbRfBDZfH8yd6Y5NlPlj33kfmswHnz7jwfduwTZAlfHndnvJvac+F2J0ZoiQhepZZdntuRlHVM8DuTFy1+yJJ84g14l4dyrPTni38PqgWVeW2XmPeGcs2v2DNlaL4Enzem84gIIbYpFdFHs4L2RvU1A02GivnRF6DkKzzrhkQXMQb9lUnCPbkbAayHVLrkyPaBo3C7ZgDNocTMPpB9t/VWQosTG3l1QJwzKQalg8SSyejLgYSo9MbNB0Urpjz8XXYbwzEg89i0fFmKD0Wc1pz0qabt2hm43JcQ4PrHfrxfq4XvYzO7e3a1w0az83Xo9KwxW5CoUFOyp+m4pzj6N91pGDo7vd7C0EbbqEnSfE3tf21BshSqA/KaXBp9bLjMX7N3vwezKV9TCtH2vs5WFZjPDVXJ384Pe94lCmx8TZTy5K/HpBYvncFtbbkysPLeaac+WIh8aqjAvdu+DkVIIrmbhMSPKm5dzbzZmkYTyyQFldBY4+uuD86QH+PJQFRbbn9kL7zOZF9r5FSpD1lxY4c5OpvmrZHJgPbW6sLzqeLaBWhtNEOO3IJ47VQUX1yPqL4VZHWnryZU1UR75nQ6vlWUOIQrw1sK0UaRP0RsLK82gTfVQYDxPt00D7OOx9duWygoU5KPneWL3qoXlWHJRWfv+YGz1xUUrbZ4XIdBzxV95GnlUWtNLSNLLSebTOSOegyoTHNZuvWxBrn4KKI/XC/FHg6pPMg4c3jGQ2OmgSaZ5ZfBFIl47te3a89Vc18aOOVNvwevUmu+FeR1qbzKk7Nf21c+Y1PGHCu4TXNqpk1tq/tkVms/1P6soCpgjkjOvidTCgCP2LmfmezVoJ/Y3KSqlOqNaWuVRrezw2RaTfG2t2OKoZb84Zjxu2Nz3bG47tDU9qhXEh9McmS4mtySx248eqTXEimpu0JDYmPZGstGeZ6ipSv+yotplUC+PcAgdYxhcXtmKvXro9SxWKIL125MaySTMyCNA06GJGntdoHezvssuExSzsumzSGIXUWs8y1WY9uLPwM0ekMqprSLjNQLjs8Nsy8mvuCnvYPHbH2W7RYa+PrdC+UGZPYDi0v6k30pMfLGD2h45haedmXEjx3DU5jSsLjtgI48wxzizrbF4MtgCZv/ZS+XVFXiQLMhee6kltFoFnlq3sGJqhSBo4iOR5Ii0y6Sgay/lwLKxncwfyd7eElS08mCXccmT7XqT7IzdM63kYiQfJ7OtOe+L7PZuPR9pnQv3c28iqoKTjyPzzCtdZQCWK2eXVuvdXrc6KHd6vLkhXlZVHP+rItdKft7SzAbccmX10ZQzZs9rMECrFnVccfCcQ2hE3jzbIuhBl6nNnAxKUvdRGitnCjVuXcN/2IVnIC5OWpBsjWhvrdTxJxFsDeZEYb47ULxzh0hg9N3/jc8ZbIy4W9nTRutrj2Vos2WzyxGfqRxXnvzDS345UV8LV1xJadKXVmUN6R3hW2yLsVqa/nZjfX+GWNtLNV4l8kIiHGflwQ33uuHlyRXgZrP96v7Nqyi8v8S+rn3C1TJjwdvH69MF7610WnSbeoVV5ifvhm6gRe3aTNYL9XxW/GYCdQN0yzPb5gO8iEhty7dieerY3hT55Fo/MMajaCNGZBVxsrJSaWpuKUm0UNNtQbCByXdoUSkZWzN1TszNih3EupLpGtJhBj5SSlOKiQAOH33HUK7Oi873uSUiSMvXZaFrOrORlg+MQnBBvLExi4s0+z/UJbQMy5v2iQUX2QXIXgCSXAdIK21PP6oPAjW8FYwfPg41Na6TIUoSI22fVWqzN3Gjl2ByKmYOHVFyNwKa+zF5G+gPT7+0mnrhYVvhY1t6cK9U2740S9plmGWW21/m8BVRnAb8R4lLJRVYRDzJxAYsHnvHAhkD7jUOvAtWV28+EbM4c8coTj5MtcBykxzPqn1kxfr4kPKlJM2N5SrJ9uU9XjH0gryrqZiR954jhJHH5jURYl7mTPlPPRvqbvkwXSRy/d8nF+Ry3dVRXgi/uNcPGSo3Nk0BcZuRBC4tikv7gAHc60H12QFs0iOk3rli0I1cPD1h9oui6htEhSfAnPboYGc4a8Ep/mswpZ23VivE08vKrYyMC3YyEM/Nv7W9kmi9rxgPLPHFKOKsZjxN+EYnzwPyhYzwVLv7QbdqfuyI/rhhPrNycFpk0U/zzGt8BzkqrPijDTZvW4tYV208Hm+RyGkmXNeNJhoMR+apBq4xcBXSW6ba1zch0MF42hHMj3SFKf2/k6XduokcJmgybgBMbBZduTPM0J7xbeH15dtaWzGlnBOCM9NOEYnRupVf8te0dlL5c5QvD1TLR3JiH7expT3i+AqD21pNzo2nB4twCSXMeSwnWSo/VOjMcOOTCDNclKb7byUcEF43E4rtEXPhSFrbgElu739dXJncZZ8WsYLSgOnu+MytXYutpLjPVeqdn1JIVR8LVgLvYgHOkoxlx2ZDuzs37Fus1Vat4LcMp+k2JRa/ZeOLMsb5rBJ/+RGheKm70ZFW6UyuXdsdiA7y9xxWCRrXJzJ9GNnea4vkLRKz0WhUXoyCMS+vnNi+19GiVgx9syMGxPZnRXCjt84HxMJC9megDRhypIUYhYJknUdneCAwHh1TF7OBtoX0mbO5l5H5H9avGyLbZrcr6g4QuEv4skG+OhIc16YMOXyXi8xn9J6ahnH0ZkATbe4m8yPSP5lQ9jCcZ6QW3dbTPlbP7iSo58uCZPQxs2hb5pEMHR/2kYrhlg5n9umJszM0mH2eolIsfHMHRaPrJTzvkec3iS2em8RnGT7fkdUX9wpMUpHNUl46hrvD3OrqFTSbxny9YF1YuAtUzM3TQJlF9a04OoItMzh43COkoke6MuIctqQK3GKkez9jNnnQjpKNEjKCnA1xVaJMJjz1+GwjfM0nH6pNEc9zhb25If/SIeJjRKpPujug64G4P+M9bhlvJ5oSOjpQFgnJ4suHKz/BPGupLYbusTDvamMQFMPLWMtPe2hJCIn17Zhl6NoJX89wxpDkn3zwj/tunbG8LYVsY7B7i+z1+mnIy4R3Da4Om1tU1ezYlJGUryzpXNGwmsdj5nO6cacjJzMwb0xr61VC8WW2ih28rpBtNttFnmouyj5dGdmker8x9yM322srZcyPBaLCM1W+zzbaMghsd7ZdXuNWG/M3bxJnss8tdxmVEmGstZa4AxNyCCiSp9UOL89Bed6mWPXO8IC4rxmXYB2WX2DNLU+v3sg8wdyKtjADlc9oHvHEhhA2058VSsLJM7+LrRsQIW9B4TcwhQ39ckSpj8Lpi7L4rSe/21740mUyqrYQdZ8L5Nxa4ZGSn2dOR5qsL2uAZT2aoby1LLSXfXam4ucyvTHuB7oYvspe3g6vfOJQxVjXpZiJc2pDy2JiNIoMjHSbqr2orT79oGBcJ3wnVnZH+oGI4VdqHgbBxjHPLztSBv3Kkg0xsMxffdMjgSI9n+ATd7URoEvGiprrwNC8E9QHXm6a1u6XUlzZdxq29ueS4iuEo47w5A21vWz90+16i+e6M+hKuvp6Y31ux+XJJrs14QM9m5MOMOx1IR4J3SqxL+TUobuPJR5nuTjLZzXtb3Odz+6wvPc1nFdv7ifpZILXeJp9sbJF1+D1hcy/Q306wCdBk6qfGqh2PchkAIPgrx5AXDEHxsxLwFE5PV5xVc/jKxvm5zpEPIu7CZopqdKxWLZxXtM/tojn4lYrtHSUeJVzviEeZ6sxs/cbPl/RtRu+b/2z9wjMeZ7b3IwRl9cdvICfWn+4+HvDPa7jfUX+vJU3k2QnvGF6faY4RbWvUewsueTdF9kcCZm1f1lys6tRXhG3aD1ZW3+BGI59cflzj3qs5/KI3gk2RkywepWIckMjzmriojPCiUF8lfJ8Y54FcGWs21xao9ybxyxrJGd8n/BD2vUwcNl1hLOJxGyIPmPasOy7Z7MbKvbugFNbRDL0XgXRkkxmkBEibt5nNACEU04KFZWi+d4WwVCz+sqLO4/tEWI0c/sBM2MM22zkpg6AXjxLV2pUZn1YiRUxCEySzPSlDhcvBu2Tm6rF6NUjbz+7EGMo6WB/XD2oazyDX7GdsMTIeCG6gLILKA2XB4aL91GIE8bYga482xvTUYH3m5oUj3krQe/zKmUFBY8SmPEsc3lqxfXbM8NUCPwjJZ/qvdzTfaxmjswkjxbAiD4LOzGLOHY7kTTCj8QuPu5wx29qQ6u1tiLdG6ocV2/cyLKKVTmcJf+nNVHy0ILlZBtqTDr46MDebg5FuERkurCe3uTL7vtkfmXH1cwP+ZYU6RZ81HHzu2N5W5P0e/7AxneTKo1d23flOGLqAHGYr1z5u7SJeRlJXkWtl8QPP6hvWM7zKoRjeG7nLXTjiTBmPM9W5I37coWc1YWOl5hu/+TnPfvWmkX4Gx/Mvj62XeRjRtac+d3StozlzdE2FOxqof3VGdz/S3VSal8LqN3c085HGZzaPlqhXhtuR+qhnTDNCIXCpLzaYo8DJCOc1aa60TxzDrUTzoGY8UNpfmjEcWhCeMOFdwmvZHXuf2WIkrk0NwbSSktT0h0PEbePe8UdMRslwFBgPPLkqJuWbkfp8wEUYjoTLjxrivGgBBVJrxJ7xIBAXlTniZDNpz6W86UYj8ux8WdVbkLahyTXD7SWpcsUYwQJG80KZP7LSbGqEzV3r9/ke2vPi1DMzsX+1SnvSkjn8XFvsxXJ8uwzPzk9h3x4I/Yn1TsMm2fly4DeR6nIwu7dFMELL5UD7fECikr0QZ57YlhmR8XomqHoj96Taju3iN1h23FxmQm9Bvr7K+/mZkqE/sOHcosYoHo5tYknzcmT2PBLnjv7uAd17B3S3mv180u6mBVxXslsoZgc7nauyf89vA24o7QCHySQ6m63pn9f4tWWZfu3ItWXQbh4ZxsB4dzQLOgUVRQdbYNXPS4CLQmrMjq55EvAbR/tLM8J5YHl3RTxODKeJ1BZHoMpGbI0f9rjjAfGZ4U6E3hPv9TZQeSij7x4Hhi7Q3R9xI1QPGhiNWStHA9p7cnSs38/IxpNn1rvPdWY4Mk2q9p60yNBkK7O/8IS1YzzM+JcVh9/2xIuafBgZjhT3osKNYj3DU6X9skI602L6XpAoVC8dYSNorTTPjElb1dHmcp4mxjsjLy/nqEA4C5ChPukIs8jy9hpu9UiC2YPAuLTFQFVH0twM6HOt9L9pCwLdqmZz1eDXzhYTDytCSDR3Nox3Rsuwa0U+XRNWwvIXW05/UWxM2M92UGXGpe7dliTDex8/f3sX3oQJb4DXE4GcMzODrJah7Mg/+gqrtM8ICa082VU4MQ/OHCzoiWKknH7EDZH2rAY82RvJ59pjlv1czhzCvjSoIvgxU7/s9tNDdsObcxBwYkYBUtinfaZa5708o7nMxNYxLi34uYH90OX5o57N3ZrtqTNJzOjMeGCwUutOOuKiMiyNhBO27CeqmHG8Gpt1CYvH1wxiNypuSEYGKsOs/aoHVdKy2Q/udkM2Nm1lmfHu2FJjC4pU23k6+SVjyrYvBvwm0p+2Ri7yFvT9YJkFCovHmRygu+HINXvZSw7C6r16b1YQuszyIeSnhTk83w0JT+TRSshp5oyhXL29TFMDhIORCHstbnXp6O6ZGbtsLUNKrUlI5KKmv6z3o87UFzarc/SnyRi13W4BCOM3N+Rnpg/c3jcJyvhHj6mdkr62ZQiB5bdrcg3u057VkyXu3JNqhZMRt6qQAyVfeuLpSG6CDXYePNVZIM6VxQNHmnn8VqjvrlhdVSA2wSOdDrig5Jd1ybyg+yDiWjNQwCnDjWxjypKgawuGV59mlndXrM5npHs94WHD7Kkw3s2WeWPM4uF2tLLtAoZ7I/z/2PuTJkmzK00Te+70DTra5OZDeIQHAgEgUYmsgVXNbDaFvSH/ARdc83fxJ3BHEa4pXHRXkUVmVSKzCkBEICaf3W3U6RvuxMW5qhbgIgKkdLvEwq5ICBzuNqiqqX3nO+e87/NqsE1gWGi4dbgvZrgoSTn9mSZWFozYckgK9acpysHmSG5ShuNEmkbM2mBe1/i6ot4q+oeR6koTh4bz373nptB7/JNM03iaZ57rtwvabx12LvF9aAkZ8E8845lmDTSvrNzgjJp0FEijpnpv8GeRl89PP9j77v7cn7/m/LT5LqWChtPy55RR+QfFc19Qk4Qwm5gOHeq+sKRKkyYVqg9Uq3Aw8u/3ZCLMyaWj0Yd9ou0Tupjt94IkPXhUjKCbQrXRxTNavuYQqFaSJkKGOiZCYxh7Q3+iGY6lk6xvM35mhYbTKMYjaN5nXHeXs0mWUa0esyR/KA4CIRXAz0SENH2byO+lKwtTfUhMiRMnhTVnUQtve7hZYZXGPDxlPJ9KIY9ZMkj3eZpFZZtVCd6+zVQ34VBMx7ljXIiqODTyOb6wZo+/CLSvtnITYyeSDzqTWLPNUy0xbEbRXGWGpfg5zZiL3UVG4XqIJGvLz0RSaz7kUV5STtylJU6kax+PZAZdv3GMx1E8mnXCzD3posYMCrdWdJ94YqXQO03zzjCcyUhyfDrikyOdj3Bdw/GIuqjINsu/f9rDxvH4ZMWrzSn9gyw2lOdzGfc2memnt6zfzEnTSPVNQ/p4oP2qoT9Lsne9NJKcojPrswwrS5xH9D8e0Qaor8UO1E0cScP8a8PucYbfrvn16TV//k9P4dGAeldLh/1NS3Wr2HwWCKW7Hv6whIceVg7tYThCvLdrxfjEo1dWyEFJEHdplsidJW7LcjAjMWI3hm6W0YNCJ0VYlNfpNJKqcoPQRFIok4dBFzi7YCG7VmHWhuHjEfuu4uJmRk4SeK10Zugc43czWES6j+Vmx95aVB0Jly3maCRtjbBOvBCCcpNQW4MelIiPOv1BJxz35/78NefHi2ZKIv5RMq5EKSEE7fM1nSXXRjo/q8lWY28HcBltlexCvRQbv6zJJw0g/NnQ6rsRZaOpvIQi7/2bodGoLDvNFIxAA6ZOLB2j7FazUZit3OnHslfNusLPpUszXcKtPPZ2oHmZcM/mmEGUo9nAcCR8TbfNaK+Ircj4VYRUMieD1tidAM1jLcG9am9nqdRhjOononxsrlPJ5zQHgZAeEnqvPB5GiBF9aXCNJcyqsj/VcObYPRAkoNvKTUR/pKlXiSZK5+pnlliLr9XPpMOVeC/Z0e7ODPWFxWwHJm8dN59XInI5lqLYXiTGhYwpBYagaC8Tvi1pJ0oEUdoLEUhSawS88MGOzqSbChykNpKdeBLNVjOcB6oLQ/teMS4s4Xc9sY2EWhEfFY7vxtG81/iFTCtMr1ArRzwK2Ne1pHNEhxkU5lbTfzIy/a8NKHg9P0LvBLoeJ5KuYtaWcSbP397Ie2t87FE3Fd0nnsWDDbs/HgkrthKIb/V9xXAuQp1xmWjfam7+pcfeSJqK/WTLdphKXuZo+f7qmFRn1EVNmkjiR3LQnSem31q68yThznMJ064ebxn1hPrSoG8tKimJ9xoKDjIq4iTi6oAfDXqrD/tpu9JkJBXFbuV3wOwkfqy+MIxHieadYYwV1a2sI/pHQXyiXuGuLdPnSqw/WT5mVC1xGdCdIc0CuonMP7/h5kq6VnXlZFfrEqGJtP/Ysn0Wha3bQH1hGM6Qjt3Kfjmceprl8OHed/fn/vwV58eL5p76o7V0lDkd/JpAGQ8KYzVb8SiGoxqVMuNChDxuI1YQlTNR6QP42/SZVAu43HZSWFUphJQuM7RaMgSjiGvcajh8vkRy6YLKi2gv404/M4Ra058obCcXfbf2uLcr2hcbxtmS7oEg6KpNiQEbkYSGUheSk+cWC7pvPDeHjiy00t3t96Zk0Aaa63wQLgGF5Sods0rIaLly6NlU0HtNLc9l/7zhIOiJLdhiqclGGLI3n9VMLkVB7Ce6ALQ57DT3xXz7VKHShOkbJ3vnJMV0XCqcOH3k8Rd0YHIwLOSGwfRFpLQfDde6sGz5oD5NCUAueMRe4qKSy7i17DHHBxF/pKgvDeaPM2yA7pnHvK5xGyVWkr8L2JURAdEsk11icbZlxRT33qEHhT+KqM96VG/Z/kKiqsxr2fX2DyN2rUmDQv1qg+ocKYnAigQMmua9RiXNys9Rjweq5zXVyhIdDA8S1YUEYWeXGf7lTtS0t4rt00x4PiW2idlXju0nmgHpelEw+c4yHgskPk0j21mieSVYQBUVqTcEK6KaWMsoejgPTL+1+HnGfzzgg2byVcWwndJsFH4hKuw8i0SjRRFcCql/OlB/3TCcR8mvzOKRRWW6TwIEJTewXkmnmeHm7wLUkdl/rdk9Tgcc4T7WTL903E4rmgvD8Ise/agnX9XCde4M3XmieWXIDsIkE848amdQXlJdpq8U69ri/lDB//6DvfXuz/35yfPjRXNP/Ykl7eQHyku0PsiI9CgCmuz0oeOT3aQq7NK9jUNqigqZ/oFhONI0V4n6OhImht255FfO3kTsLmFTwc5ZRdQK3TrseiC2TsKmY4KUyM4WH1+h3CiwO9kBdmeWcWGYOE2YmBInxgEOABwK277wjHPpuurbfCiQIN2lGRXRyeceAAAFlp61eCoPXsoso1bbSRxXbh3x0SkYRZw6xoWTfR2Q3J3QyO4yts/0Rxo/Az+HxdeweWQOjzcXRJ4O8jxNL0XU9LD9SLH5uKJ9nw+s2fpaxFDDsjB3N5kwVYxHGZUV1W3GdnthlKG+7Jn4hJ8Vz90HnNBmIwzW/oHYKPxxwMw9w5nGPa8l9WSR6D8Wjmnz0kEUH2d/nuieZPQgBTZFhDwTFatLKZh+GcFljs7XbP54jHIZTkfyxhJnSfInB02YJ+xaM1y12BvDbuWoNzKqra6NFNaNhiaRhz1gH7KTTFC3VoyPPERFvKyxv93QfzUTYdMDT/XaEStwNwJHGE5EgNQ9SgKrnyfce0H8DQ+iJL+4VAKfC3mqybiVJk45IPLG0dAc9fT/IpI2jvzIk6OGlSSuoIBHA7EzUPiw/eMAVSKojDvpUV9OMUEVv7BCP9sy3tboG0f4aEAlhXshsIJ07LF1JK0d9fOK9OsteaEwz1uGz3r0+woe99i1xjfukFvafTZiLx35ox73XUNYJvLCQ1+xeSa/dLvH6UfeKffn/nz489NCoP/vU3aLhxgsEKVpKB5O5IK+DzzWo4hgklMHOHmYGbaP5XP9RNFcweaJ4fY3EbfS+Lnl5A8lhusHYHOVMqmxmM6jNp1877oizirGhTmAx43PWMDrQhKqFLGupdgh+1MJZpb4LEGuycf1p+C2QC/s2qyhWgsdKFuITgQz1XpPCxIxktslQbsppIOzijzR1DfhLqFEK3Bl32tkd5usYlxasa24Qify8lhUliJtLmSEtc/XvPrXEapE/bLCreWxSycsF223RfBwrfhIq7XsZMeZFtHQANsnSoQfQHee0aPcKFSbRPt6i9p0mLrCXityXfjCH+ikSaKbZgGfP/Fihr+syU5UwWGWqK41bl0xft6RrMUtB+yLKeMy4z7d0K9rUbt2FmyCUWMvnIzWFx71umH8+gS1kE4wD4b6vSX9ekt6MSHOIiw8rGuxX2iD6WSv54/F7J9dxp8F9MqS5oHxE+Gy5s5gNobdv+ghasytqGLHl1OUE+GP6gxuo9h9HGlfGoZjCZVu3mn633bYixb/MJFqLeklQTH7s6M/UcTHA9UfW8JEutFsMqYTsdt+WuK/m5KWBUow1OR5gDoxO9+yfTknv63RCuxOEWxGH/X4naDvQu9Qn/bwvqa6keDreNFijgfcC4e6bPCzLEW6U6itxc0HgrWyn/zTVMhFT3pJnGkT9nkr64sXFeMyMXt2y8mk4/asYf3FMTqAGqRIpyqT2kT13jDe52nen5/Z+cmdZnYGhZH8TB/AmANKL5cED+AvaEAqZtxtlIu8VsJbdaKU3Z1bdo8V208Cs68t7VU6oOw48oRYYQZJ3pCQZOlahd1qqW5H9OWKvF4L97WpGY4du3Mju7deCpaOcnHaj9NiVcauWgqbKoAAQfbtczrFc5at2FlUSphR1KmhLaImK3vL/Z/tkA4dq475sK91++6yiJ72cHZ5kUpiy5BQURMmRfwUpRiDPM5Y8IHNhYyBw0R2kfVZx9liy/jYEP8vZ6ggHSfIc2nfefQYuf28JdYl7LvctOwLs9sqYskyrW7kdQ4tdNow+S6JR7dyQnxShfj0gU6uEkTFeBoldHkh+7zkMuHhSPNdzXgsHkne1cQamn+csvubAfOmYng3gSZKWPRGDKhxKira8Tgy/08t248SYSadWm4jqjOgMmGwaJU5+mfL9qkRUtXWHMbZbiXJPSpAqkFPgyiN38sdmQ77kGzol4b5+Ybt7RK9E36t8WIBqW5gOL0Dq2crFBw/y5gXIi4iKKorTfhoxJjMbmdIy4B9U9M9kaxN7RXhWY952UgY9nTEfDllPA+yG25LnBdQHYkSGCuFdv6lZftJIg0G911LbjPq063cRX47AQXTl3e7fL1umbzJdA9l9z/7xS3j7THMAt1li/KacSmFu740DKqCSt434Sig6oRPCnNt8f/5mO+eTtFNJB17srWkqUTAZZPRO2Hu0n1AFNX9uT9/xfnJTlPFLAVTK8BAUYMSgTEIpDwXz2bOUBkBD1iNKjAEHaQ4JKvozyTzsXljad9LYbPbyOy1Iv8/G8YFHP8pHnInY+GH5qxEXJMrzIWDnUE5R5xVh5Gmn0uQddYwTu72i1hwm0weFd0DgZO7nvK4ZLyaDj7J9AO4gDp0u8kIrm6clcDssXSZSmwne2sEuYRl17ITdbskBKOdsHhjY0XY4hMmK+gjsAfZU1TDme15Gb96EfnMXnmS09z80uIHy9urBf/H3/17/s/mf4v1WYphPNy7CFQ+l1GuVtRXnthozKBJTrF9JF30/HuZCPiZKHZjDcP5lFqpw882th8Wmq23hnw8Yl7XhHmCWDrotSY5hy/pJu7JFv9qSnKJ4UhzfLpm9+0ZoDGXcgGPk4TpNHrhqV61uJcCEtBhv+dTVG8dZicjdXXlyA8HbpbSofpeEkC0l7HseJyJTYKlR9061NsajgPZGOJcYsh2T2WUqkaN/4dj9EyUuGZjMINiOE6Ev92Rv59id4rmQtGfQXrW42+dKEp3Gj33dL/IcFuTNqI0lbGxCGjyNJI2FnVRk4HqlSM5R2qQuLMkwHq3VozaMnqNWYwkr7Eva9Z/O6K2BrUV8U/1dIv5f8+JVbkJy3D760xsE/WlKGpTpdD/5pZGZVbvZsy24C8cqcnoTkbipt9TxBR6UzypJqOrSFw79JOO4X2DriNVHQgvG+I0US0HwusJ6sGAet4Q5+KtvT/35+d0fhyjp+SOEmWLzUP95b8BxCzdyA/OvotLdVGQJglvzloxe6npj2S8a/uM3SbBzZXCN32daN8OpMoIHMEqjM+Eeg8514wfH2OPpqTaMh65A9B9j5EbFvL1q1UZ57VSqLMtRShLYXIbudjubRtmFLGPHjNuFYmNFjGSlY4sWfmYfUTZ/s/7mC6FfI+ci8Bplw6vVbIaXbo15UUBnCrZGWsviMF9pugeZ+dWme5c4bpM+/0tKMU4P0H/+5bV54n/0+5/Q3sCaSsJJ/UqMk41608qeb5GHvf8e0911YkFxmnUmOhOJjgU7VXA3Xr68/qQbRqmBpUnMla3d+PxD3ZOB7ip0BGCzdgbQ3g4olIl4qAHI3lncP+vOeG87Pg0XL1boJeJtAyoN8JCra6MwDa8CILCBPxZactNxr5zqAjj3+5IXqPfV1R/bOl+OcKoMQuPB8zGSASYlk54vuzYva9oPlvT9w6VHPVbK8CFXlNf33mP9zdv2WT6xwG3GJm2Izfzhmw0w2kWWlA70r9qiKceek26rFHzQB4FI0iCfBzR7yuO/gh+bugelvf4A49eW1Irit3sNGkRSE0k7yqh/Qya/K4hT6NYebxm8tIQWwhtZnw5pbYwPIwCXb+qUF5RP9oxpCn1lWb1eYLv5tJ1P+xASQC4SqrAO+RnkawIidIyojZWdrGvGlST8asKdeTJ1xVjqHGDrHT8RSvd8crBmUdvxP96f+7Pz+n8RKfJneAnJek4f0AJyupu55mtJv4gMNqtg+zt8t0uTsXM9OVAfWMJE33wZobWSqEoNKFUm78IZvatvgtKNpphUeM6RyoYvWQL4ed6z3fVBzjCfuwq35+DIKk7EZ+j8fL5+8cigh51GLWOcyNFuZLPt7fgJ3fPyxW03l4slJV04tkocrzbyWaryTFJd+sjet2TH8wZjkXlSpY0laxFiDQuFX6RMTuBzPuzGcnJTlLlzPwbjZ9JYenPMuNCcfZPkvW5eqSxW1EFV+tEmBj8USPABg2VH5m+S3Qnmu1Di5sJ4N7tJPczNlqESa100WYozNcPdMyLRqg8Fsw+ZWRnsZ1iOEmwtbiTnk2VBHSwKV26S9gnO3znmP7tNTcvF3KjNCi0TfiTIFi6qXg79zmTw8NA9U2L+XzLOLPktRjt65MOaxPbrSVOI3ruSRuJ+9qsWvJxYHvbwKjhKJCmgdRZlEuMuWL6XLF7kokPR+rJyHDVUr+1+Glg+I8nTP7NLePgUG8b0s4Sv2phmlE6M/v0lt2fjqCraC4Uw1EmzBK5l5ury/82YC+FJ6sjpDLGVL1hPIui8AUYjKwR1ob4cCB5jXIJcyGMye0vRA2LS1RvHf3DKMzYRqPOBsx3Df77qQDm6wrVBupvGsZFIowG9/e3qBdz8iRKlvdC1LxqVORa6Ec6QAwa/VFHDpq8ceSgUQbUCO2/umbzx2P0cU/srIzkPwqkaRT4/f25Pz+j8xPs2QjEw4UfEK9hsYX8RUEwulgg5K5ThwxRCoEACIr/L4hoSHsZn4qadY+wk44t1ho9iql+3y1JnJV0ddlIAVNailxy4rVs3vX0DxqqlaghhiMj1gyjhCQTORTI5DgUgmS4C7DeJcwgGZYmSsJKchrVFdxfEQclDXWXD18ja3k9pBsF0//A11hsJWgBQKA1uXHoIWAGi58a/FRuQEKjWP0qUV8p7EZuBsYjxeXvGtxGutvDY6ihfZ5LagRsHhdrTF8upA7GSpU4sKIw1opsauw2wonsqvZuEgHii9o3WVXA3qD6jNl8uIgmM5RA5Ync7LTLnn47pX8UpNBtNYEGczwQo0JFjT8NmHcVKdXkRWT9xTEGic7CiEJYIOieFETEw9KjrxvcjcF/NMKbidyEPPVMvnb03ZS8U/BI8i2Vlp+38lKE02VFrjL2pCe+aWm+dXRPI/a9JX3a4a8notRNCvOf5vDrAT/X5JuK4Syh+gpXBQYjP0M/T5L8kSuG72q0zviTxJBkn5unRUFrM/UrJ6/Pk570tsbdCrcYDenEk0aDubLERSQsI6oN5E5+3e2FO9xA2JmnaUc276eENksX/Z3G/i9uuFpNJFB7ZeBFiwWar/Zq3ox9VbN7qGkvNPF3crNCZw671uqlo38SiG3ETgLhsiGbjF0b5r83dA8V/Uee1bqluVF001pY1L0iJIW9sqQn/Qd7392f+/PXnB8vmoO/488GSS7JSqH6cgHNVmLBNhFVG0yvCVP3l+IXpUilMOpROqK9aOVQTJSwakGKQnIitpAszHwYce1Hl24nTFiK0GYPUvfzCj+VrtRt96QbzfapKB5nf7bFliGpIqGVB1GvJEcyOems3GoknjXCv42iSrW7VHZ/Gt/u+a7FZjJm6utAmBrxUFay/1UpU9/Ia6V7LwrjsicU8EOkuuyAVuwlc4lHc6sScpxBZXl+/kwxHEO1KrSgkhk6HCvMCNVKOuXhWF77MJECHqaZ6lZRbdXh8Y5zTX2baa8SmyeG0Nzh+5IVdODdjlYIQtp+WDSLnycJYY6K/tWUXO3pUbJjU6OC1w1MEn6R0G2AtZGMRuTGJUzLaG/Q5FGT6wS9TDHMxpAmgTDNxEb2bfqhFy/m2sG/uyW/nhErRfXGMT7JqJ3EjaVFIG0ctMKJDFcNuU3ERsPcw0kkriuxzpx16H+a0z2O6GsnPsagydOATqJyVQ9lHB2nic5Cdolwlmi+k/Fo+qQjBY17VRMm0kIODwP1W8uwsygDfpFEVLRMpLWTcWlQKK8lCu22Jj4cQWW8ygJdOA+YLyfEMGHxb68Z3hwx1prL/26k/R/OUU3GTHL5/SpisRnoAZh5zLsGMx/ozyy8bXn22zd8//aEnCpyUIxHCXfUE963xM5QPdwxXLbEaeLmX8jPUreBfFOx+3xE9WVqYDLNn2vGZSKv7qPB7s/P6/z4lTAVf+b+P5C0k33GZiqG6drcJZ5ogZCn6q7ztLt0GNFCsYBUIq7Zj0/tLuHWUTrKMjL1RbG697/5SbGQ1IKGC43sI/fxQbGR7+8niv5Is3ksmDJ/GmjPdocOFS2Cl9nryPRNKBABKSrJaeLEEluNn2m2jy2hEUWtClI4sxGLx/T1iO2LOnBqSicn3WI2SOGJWfizQV7LZDV+UcvNxhgw11uaF6ui4L3zXFbX8j33QAI9Sqe7/kViONkHSMv/qiC72rN/WDH/PhIasFspHNmIcnjzWMbM2mf8VDEsDHaXaC8SOkhnut/Pys/uzs+aKs32o+Z/wrfdj59YZ5LLVG/tQXVKHUWQ02vhyrpMnCbal5Y8D+RVRarFp2g2mvFBkKDmKIkaZjEyOd8yf7wW9F6boNyQpHkg3lTk76aky5onzy7ZXU3ITSQ1CT7forZWhi6hkHemoUxboHm4pX5nWPy79+TBEC6FLjQeJ4bbhvi7De1HG+lKLx1mq9G37vCY86qivjDU7yQvUw8aZQRePv1eE9cO+6KWyDCvSE1m8p0FlWm/FRuNOh7pP/bUl5rmjaSj6AjNG7G22E5hX1XiJ+2luBKla+0/76ldIFbSRZsq0X3qyb/aMvtOYzqZeqgAw1kUWITXDGeRfl1jdwq70Tx/f0waDdWlpn2n4MFADILH06cDv374XqhC0yDdd6dRb2uJNCtQg2Qzw1PPcJJIDqbf3I9n78/P6/z4TtMHmT7+cDybM1hz8GnmYkkAQKsDQMAUe1VWCK82lR3gLh8SQ0AK6L7LkbFtEkRdLXvDcSadaSrCFjVCaKQD2/sZQbB7uiRz7Ck4fgYqKuo3lvR6gevuUkRUhmFhUDnTXEZSJQZLP9MMRzXRKfxcLhT9GcyeG6pKE10RAMWM3XpirRkX5pAysqf4hEYxfR2w6wE1BtKsIU6s5GLWmvHIMv0ezPUKrm9ZOkNoj9hMFLYXYpLKiv5ECqIO0Fxm3FbTPyiGVw2mPCfbZ1a/mrN6pkvkl/g3mwvB5zXXYo0ZFho/K4KfXiLKQG4+uhN5OzTXRUFcKVJUjA/kdfhQxx/FMllAisQsY99W+OOIGqWD0p0mTZJQctaW2XeG9eeh3KgpWMv+VnmFu9WMVUUXa9RiFNpQp8nBMT7yqM5gdnKTZx90vHp5ghrFrmK3ijFOyHWiupGixsdbhtcTjFfEE8/47Yx4Hrm+naLbQHs6wv9jiZ9neBQYNxVhZcVzO8BwJKi9+qQj/XlGmGTGzzvcNw31laL7jWRWxqOA/7SHy5bp315z+2KJ7hVZlanCeTzYScigqsjuU1CNiIXGc/F31u8NYZLRA0y/duw+FvKP9jA+8Tx7fMV3X53DIvLRZxe8/c8PMR/3zCYDm8dT/KMRc+ng8UD1VUv6zQbzfCq/vy7jH3jU1jKbDIxftQyPAuGXAfttgwqKME1Er/jyi8+wbZaVw7OBGLRYZP44I5wm7McdKWriTY19siO8mrD5m3uf5v35eZ0f7TTz6KEfRAB0KIyaVFmy+8Ed4A860X3R2itAs5G4LwC3CVQ3/iC4QcmoUY8lW9IUqk8twhQ/3UMNyn9lTaiydGTbJwJaj42IZ4aFFgZsFvRbtS6pJH0psI2MjPcUneGodLz1XeTXQSlbURByWb7OkOVOPJe9q1OEqcPPyj5SQXObyu51D0pw+JOWcDRhPK4ZjhzdiWGclW74YQuTFoxG9R7tM9VKxl+S2AL1jcAKdJDdpkpQ3chNiR6koPqpoj/RQlTS4BeZ7eee1W+CmOa1jF/HhSJM1QG9J77WRDLy5/o2Yft8iCTbK4Trm0S1/YAqxqJSBQhnHntlqa8FEF7dCF9VJSRyS4E+HVn/xqM7TZhFYivIvb0HM0wzeupp3hiBoXu5sUiTKKDwNlL9ckV9pfA3IuzJRjy7fpkwDzto5OvM//49w+sJdieZnvZdhf1ki7sxhJuKtLN0u4rhpIy4X9fy9apMOPXiYxw0R49XWJtkFzsoUmcZnnrGo4x5VzH9soKo8F5+z27ez8g2Ect4tn+QqC4N2WaJ/oqayXwQD6bXxGVAdZrpt5bhcaC6Vuio6B4WC0+V8YuMe+/YeSc3oaPm7e8f4raKnGD7jyfMf3cp+9szL+kkyyTwh0UgnnpmX8vv9uzZLeu3M9o3CnttcV+0+KeDFMzjgOk0ocmEBx7TK3ISS0zoHcNJRJnMcNMQ37ZUF4ZxVUssWXVPBLo/P6/z4ztNa6CuBGZgjew4fUAZxT5+QMU7H1+2SlJMShi1EIFknCuQAvm75t1AA4SZkx3lJshYdG4O/kgzyOhwX2BjLqzYkNk+Ftye7aQbiTXYXaY/lYKgx4wphWFf6NwKhpMy/hzk48woCttxJtFXpqSuhAb8QsRObpsPAqVUiWgoVQqUxnhLrCSfMzl9ABP4qRT4YakITS1RYgW9t9/pZg3bc0uy57Sv5xIvVfa+e6BCtcoYf+cNVeXzjr8IjHPp1seF7C7HSbHS7ACl8EuFXRvGx57lV64AHUS8pP3dnngfy7bfWdl+P4YXcEMu/27GD3fxUhtDfWkYjxPN84rhQaS3Ig4al0KhQUEaDcpm0nWFXo7kQTN5uGV3NRFxzTzgXleEeSJvHP25YPnUlSOcj1B2aDEoduMU9USSRLSXyLEwkdcofz8RL2bxC9ePd/DPc5TX+KNEuGpRMyn08z86wtQxHCfiQ0/1XY160hMva377y1f84YuPIClu3s6ZPdiiein0ZmVo32hiC93jQFhmVBMxJlG9tNgtdI8yYRkwG0N9odk9C+ASY5Wwbyq6G4c+HTDPmwN9a/dJZPK1YzzO8LQjdRZ76dAj+KNE/ZsV778/Rg+KNI2kRqGSKWIpuL6eUX/d0J8H9M4dXhtMhl4zHGfU1rKOMzCZ27+R17j/yFM9r0WspAocfjmi3zV0v+mZLzvWr+fYuSdeOUwdCFjcG8twFjE3Fj0fCO/bD/a+uz/35685Pz6erZyg8SondKDakWtHaizKxzsrSRYsnfKJXJXg6SQRWmTpJFXOqLDH7QkHdi9mASS9oxJPpIryn9slsXck6aiig3EhBXM//jUDJaFedoF+BtoKdk6ERvJx2cjHdg8Tk1cainl7DxDISjq23SPZq7gttBdSXLoHBTG3uuumQwPjVMaaoS1Wk0LmUZGiPM1snyjZ+ezkc/eCHRkfK3Q0+OlU7DH7BJUgO9PFNx121bP+1ZLVM6HS1DeZ5mJk8iqy/nRCrDQ2w2Ak/xKgfZeJtcV/1mHeNCz/3GN2I+nzObuHGreB6dsgwqc+4XaK0Eq3bApHV8V86L73I/APdVQS8ECaREaK+OckknaGPA0EV3abNpXQ5gg3FSoodtetmOpHRTbFJ6sz7trgTyJmgHAUaWYj/dBKNz0oUgt5EnGXlcRiIbi+/HDAuIh615LrxLav6Fc15jc74mBgMEy+E4FZ/5ue/swQJxl93hOva4aHgeNZx+b7li//4zPaz9Z0ly3tc8e2n0uIdFBUn27YnDRMvqxoHnT01w3uec14ZrHTLMXpUY9TGU9Fr0ENGrXTmFHhH460X9d0jcP8Yse4qQ5Crt0ngiTMKmPagAqS8BJGhVYZPfPQ17jlgF8LKEHfOPy5h6FMlOpELpmketQkk6GNhCxq5mjkdyrPA3pdMfnGCd9ZIfaVrAi3Fe2lJj4O7LYNZjkSBktuE2nrUFWSCDibSXUiv5nIqP3+3J+f0fnpPE2lpCCUsWxqLbGx2E1GhYAKCaWKsb+kY6iQQEv3BUKksV3A7AqbM2qY2iLyyQzHFeNCiw9TCTM16zsUHUkK6HCkpRMr4ct7cYzkcHJA0fkF2A0HKLvbgd2KVWNfRE2fJUkkisAoNlI0/SzTXCrqK1ENjnN1gJ2TITuBDqBgOCq0Ii071zBRuE0u+D8puPXVXVfndpnpmxHlE8NZxTA3B9xfaNSB6jMcKRbfB+xK5Pa2S9idZjxS9EZxbVrqVSI5he2kiLt1prmWFBYdMkdfZuK3jSAAJwYVLcOROoiN9iKq7lh8dAKaFw+qHTJ+Khmcqthu9qPxD3FMLyIx5bUABRJlLq5Qu4JwrDOsRARjryrypx2hFDF31GNOM+mLGf5IaDT7n7v/RU/9TUOf2ju7kAI9Ex4t5aaFRoK4SYrxuqG+MozPBvzXc1hE1PuWdiNirTDL2I1CG+Gx1peatG3BwPSVYvzmlPl15urfRNKLGebBQPzdgPtSiEBmgPWsxV1Jkon5z3NaLUg9d2WEdTvzmG9axjMR0eRjj31VYXeK/lFErS3DcWLyYEu/q3CzkfzdhNRksbH8ix35TSts24cJf+45+oeKm+UUeyHBAenFBOcVqSp7/2If8fOEvrXks5F4UclNyGLE39ZkLWNnvBCoPnp8zfq4ZvfFEbFNmJ2mujbYv1mxu20Jrdhr4k6yNXNnOfv4hqvrKWlnmXy0YXc5wa01+bMdfDf5cG+8+3N//orzE+zZO8Xsfoe5Z7fu48D2CD2MgijxYErLnm/PgFURAlb4s6U73ReScWkO40+t7rqbrAtJx+w5siJoiRUyNkO6LjNk7JAZZ5pxXsQxvYxuVcqMS8W4gOFYRrTH/1zgA1o6vT2txXaylzWj/N1e0LN7pPC/6Yhby+wrh1sLuH2v8g0T6fAOkvxWOtpU/KPNZem2g1hgVMi4qx1miOSnE7ozfVDn2p0UXB0E49d9PCfWAmEAUcTaXS45mOZw0d8D4VGZ+fOR2Gj6IyNFL8H6qcN19lD4tJedaWgUq8/l/9eXhvZSKksqoeBmlGlB836QDNMPdGKdSY1YKIZHgfako7uYUF+XPMlw93NTGeIko143qEp8hn5T4RWoZaK61ISpwh9J0km+qkkW6neW8TQKm3eEMBjcx1uG9y3ZZZrZyLC2nJ2uuXp/SphkFv9QMy6QnE2b6X81COrvNJCcRevEg1+/Z9PX7DY1aeNYtRq3Uuw+TqhRo857tMrE76fEh4G4kj0tCvzDEfe6wi9FPfzf/6/+C1/cPODtfzkntRLTRlJQJz55csnrdkF31cio1CWar2v8uMCWm0/jZQ0Rplm64jYxHivMww79fML2aUavLHGScLeaaCSCLS4i7XeO2Mrvrp+VdB+VS/pMwt/WqKL0zY886soRZ5FXXzyAI4/JCAhfy43g+OcFLoA/ibBz/Pqz13zx5RNQmctvjoUtvIx0m1ri0p5GGA357MP5g+/P/flrzo9j9JpKgqb3GZY5S8JIlIt0nFRSJGMpqmUku085Qd0RcpKTbtXXMoLVpcMLRWmrS/bjPihXR6hWgeGodBYa+Xq2jDhTEamshH4STzRhihQoD2EKelS4Nbg1hKmoUmOjqG9lVxcmJcpJS6FTSYqnHu8UsP1TT+0C9k1DVtBc5QN3NpVXT2wdBfRupXiZIWM7qFdJdrJOxrjbJzVtpTFdIFnKDpeDlUaPdySj/tjgp2XsWgrkuJTOBMUBlWd30uFKNmg6WG/2JCQ09MdyYY51EVKZuxuDBIxH4LblIttKUapv013SzA8sQ/9zn1T8j8mBvbaMUwdVws9SofjI83Ab+Rn4Y9mxzb5whIlhOIvoURHnkeFRAepHsThkJR/fvLaQYPpS0T3K4DXp5YR6LYW5zy1mVKz/4wPiE4+7tIwLBJQeZeQ+rh3xyYC+ku4rXjRcfDchHEkKDQqaC8msZBbIvSGuHSlolBOPYnXckT9RuK9m+OOIGRX9UcBuDP/DN58RvEEjOrvUJsnA7DTvFjNS1Ni1pIKoc8/42x2xt6hdGanGYteaRtTOYrYa8+mG4aZB1Rn1ZCAnhbqsRKVciWdVDZruSRCK0EzWCe5WQW4If7sl39SiXp4H1NlAXDvU+YC6qcjzwGQ6MJgKd2XIVoRpn/7uFV9//RCzMmSj+fObB8webuh2NfHW4R+NKAXTRc/2Y7HlpFiRj+6L5v35eZ0f92nu/Zjl/NBeouLdfjJOHewDpAHTRTHIZzBDOly8U4m70rFctCO4LpdYreIRLAVVJcl1zJqScIKoYnelEEfoTzS3nzpuP3OMC4XdSJdJlhGq7XIp8HsvY2b+IrD4pqe5jodRKsj3rTb5EDatvRRod2lxLjIuZUTrtunQNe7JPHqkFK29MEmKzvR1xG0iZshUW+niYqXYPXQMJ2IuVSkf8i7J0v0mJ2Ph7lQTJlJsyXdjYDNIUY61FPv2IjF7OeK2iXHpGBbmIGrad/FyAwOTt2JPMWPGdZn5N9C8VzSXJV6sdJj1SvbQtovonSfOPqDJvI5UR4N0PY8GtBYcW5xKIcpaUjPGZRJv5kaDymw/jYxLycBMjRQl3QbclcXdSHFp3mvaV1aKw/HI9uMkmZRXRt5jCYmyWo4kJ0xW1RnCLNF9NtKe77AbzXiayDajTaZ5q6luZTwZFpLUUb1y6E7z+f/uayHtdEbsISaTbSLNAtUXLd11y4PFBv9oxF0ZTA+m08RHA7636HcV6nEPnSEbeS9zPjB+O8N81VJdyy5dvWjJbxtME8gmw8KLSnxSkkOayPxvrhhuGkgKt1GSAvOqprrWhIm81vWFjGRpxTO9Zw5nC/6hJ75tad5a2jcavbGktw3Ka8zbGtsJBWh33R7A7WERSXXi6+cPsDcW0ykRHV3U7L5dkKLCbgzt1zW5N/h/WnL07AaF7Jrbr+sP9767P/fnrzg/Pp5VqlhJlKDyfmAz0aFYREAu6JUmOo1bjcUHaQ7q2f0YV/u7Cz9WHwg02cgOK7oyGo3I2DeKDSJWmjS9M+qz/54FUmA7ueBnpQhTKbh+oahucinAGa1FCVvfeMx2hJPqEDYtsPNURD0KPe5VtpnF19DfHjEbpcuUsGvxZCYr33v6RhJIhqVm9LIDPvhUSyqMCgh0XoHeUrI0xeeak4zBbF/AAzO5+dBerDOhFcJRtuAddGeyy6xu4eRPA9X7LeOD6YHR6yd32aWxgBZML0Xe9rKjzEZuAGwnylw/lfSTWEsRrtYi9FI+oXcDqfnp9ff/VEeZDF9OMQr0axGmOC/YwDCLKK+p31rUbzcM7yY0bwzdRHyV2Za8y0FjXjT4s0B+PGJfV+RJBGUYjhM6yKjW7hTNpXSb0xea/lQwb6lvaN9r/DJT3WjGs4iyidoF+kVC7zRHf4Th1OJnWXzETaI+6hk2NfWzLePrOV++e4DKEgGmB0VaO8bTBEHsG6qOvPsPjzGTTFgk0Bo9KpbHG/r/8YzxKBNHA03CXBfr1lctdgvbTyJ8ElA3jqSTBG+/b1BHI9lr6gtN6Mqa4Omam++PJHbvKOA/DlgXyZ9EhsLhrRpPmNbyOLMi1hlOB1JnSStF9doxnkaG04weBHiQDYQqk/U+k1XBqFEnI4OupGAvPNWLivFRAK8wO03zXtM/Fj9peDASG0v91jIeJYY3C9REbkrM7sO97+7P/flrzl/1jszOyH97pF5MBx+mimLKzHvRj9WkSug4FCsDIZFrTS4xVdI1ytgvG1nTJKPKDu2HVgfZAfYPDWFSvJ9KxsRhqtg9zjTvC+81yt+rWEaLN2Ld6I8VtstUmyyFRynCvCY5RX0rI832MpYYMnuIClufa6qVjGqnL/NhN6tDZpgKSGGfT7n+xBGaYhHppSD2p+I3bS+KgtOVZJXdPorLMM6lU91/HT9XDMfScYd54uiTG65fLVn8wWI7ie+qr2U8HZq9UjcTjltRI5e5QWwV7UVinKnC+5Xia8aiCm011SrSvNkSJ47VL1pJU1ll/EIxeQ927dEhMZzU+PlxgT98mJN30glmU2DrsQitlgG9k5iu4Tyi3k7QvaL7xIPJpF6LB/Dck2NF/Hig+qYhzOVn1ywGuieGrLNA1pHRoY4KfxLwS4nSSvNA+03hw+6FMRHsy5rbGyfIvCqx+cQJZOBRoHnlqL9w9GcWNU/UNtItR/xocb06BJ3rqBifeZTJ5LHGvKrJJhdCkXS22SU2u4bxWSFK9AazLiK7DP2zQWK/Vpa8ttJZank/pIcjrg6MV80BCBIeeDaXkjGqz0Zi51BXFfFsEBxgJSHW/HGGLki+47M1m7cnpLc1y+80q78RkLvuJA/UH8moPCzFYpIN+ONE/U527WnjUAuPuqho/lzLaxjk9Y3zyGBA94o4TaiNEIyGB6Fg/zR2p/GLyPDgAyrQ7s/9+SvOjxdNa35Q3DS5cElFDPSDi6gROEBsJG+T0jmpsI/9EmVsmEg+Z33j8TOLn2h0KFmVwx1GLrDfoWpSJaPKzbOMW6s7FasuYO+eu3Gqlk60WmeWXxfxyucTtk8UYaKYveip3q7ZfXZEv9SHKK7uzNBexMOOrzsTWsp+l7jfzyYLw1L4u1mXPWQlQqMwkzzP6gbay0R7IS9NstL1hUYdRs/DQuOn6oD1kwSXsqcdZJRqesN1vSjjQjAe6msZ8zaXnuFIMjj93B54strLCLq6LarXndyMHKLX+pI1OlVkbbDbGtN57CDFNNYKP4VQy2RBrQfcxnDxL9uD8OZDHHcluZPjcSKceVQvo03lNbNvNdu/37GYDGy+XZIczM62bG9b0BAWqUS0ZbQW7FzWifE8op9PUcD0jWE4EcVr/LsNY5xQvbWY367R/3FBvK2E2ftsQ7euUWsr7NuNCKbCb4RmMzzN6DrCxuF/1aFqTx4ceWe5+P4IFYVe1H8sMWOhQPntyxr/yGNHJSCGC83YRvCa6r3Gnyici/gmUn9TE3+7wasaFTST7w3qE4/fVFRPtwRv4HmL3cnNovmqYTiLYCWGzN6WpbUR9XG4aHFrLfvTNzU2SuGK00R6MjL9zy16NFzPZthnHQCbLF5JP5eCPhbrZFhKRqhKomau3xr8ItG8toRJpvmzpTvPxL/bCMx91IIljAVfWIkXtX5TowfoPip3olpuHhZfWtaf3sMN7s/P6/x0nqZRYiFx+S9QantvJkAy+rDPJEmUVES6zGQktSRZKY4ahZ/ZMsKUReU+fUMJ0U3Giwkptkk6tOZCMS4y3ScBPQnky5rmnb4TEJUiJjAEASmomA8cW1XB9knFuDxmWBhiU/afFEN/FhKO2+SD/cNPRVmpohStUKvDSHgvHooLiO1+NCW2ktnzjjCxjEuBHyQtO9zQSqHsT2QMOnsuIgvbZYYjGQubnlI0wQyS9VitMmZMss81EKuiuNV3EHszUmhIqmAIVaEfyYjajFEKdAnQ9hPNcOpwa7mh0QOMx9CUYj+cuOKzLT+fD2iXCx8NhLWTLrOOIqA58Uy/qEg1uD9O2E1blAYe92yfz1EnI+q8J91W5FH2cvldw3icaN8Yuo/APd0ydo7NUmPfO7nRua1hGRjnihbYfRRRSQpQ7JwIiHpNaIL4PN9YYtAolcmjZnKyI9SBYVvRrSegM+bWYneK4bz8woyyy7Q7gTO4lYK3jljL3s900H5dSfxcglwltlctpo30Tz3cCPe3fSETl/RiwtHXmtWvrAieGuHw2rVg/+xG4zaK6u+vWE1bmq9a+k8HJscdtQtcv16gRo3dalKdcdeyNhgrKXKT1wrzx5rdx5HcRNSDEfO2ko5YC9s3VSJYi/OIWRvqpxt6O0WfDAyuEUHZRBFnkcokmqMdqzdzTKdJZyN5qNBnAznKTtbPM/pkIL9pZCNkM+tPP6zV6f7cn7/m/GSepoqZrLIEKJeOZa+ozIXeo30qWKyM3QXMzssvR22JjUGFjM5lfOQUfqKpbyPapwI5kK8ZfuCjlOgudSia8+8z3QONX2qYIDi1kcKwzQfbRqzAPwKVJBj46l8nzCYTA/RHmmGpir8x/0W3mI5lBBprxe2/GjFtxPyHluYmEZ1inEK1zQxLxe2v5DHOv1M0F3Lz4BcZuxVlrsSjlZcwZIaFln3kDLopDE9G5v+1OohzhiNVYsfk4lFfFQpPLwXVbTLN2wG0ontYMxzbA65QRtEBP7cHnu8eA6iioARltyw8X9sn3CbQFGpTrDV2F1l8D+aLhO2i3NQY2D2SqKbqNn/YEOq1g7knOoN502AC+Dqx+9se+6IW4H6bJN6rNzSXBn8K6vsWNU3kChEDObmZGH+3Q71pGC5aqBLuvRORkQO9NWSXUV7RmQbba5KVG7E4Ctw8LKIA2t/U+FmClSNHBVWi+3oBGRbfa2ID3YNMtpkwkwDs8bGXHV+vGR4H3HvxYsYmYR/0hIuGza/lzaJ6TfPOYK8tp797z8V/eYBqy25vLTCQ4WFg8r1l80kmTSJ6tJgHPeldQ1gk6iuDX8DuFx7+wwlHl5n+FOy7Cr6o6Q2o81hsYxl/FNFTL+rsTqK4tlqKdLYZ1QuqLz6UJb15V+HWiu6TILmk1zVxKpXt/LNLLq7nuLW8D8djEVR17yaMS4+KCrNTxKTIR57p7yd0DxPdU+mI85vyfWtBBPp5wm4/bLrO/bk/P3V+Ok9TSaepgvzSpEqCb7PV7Nmxe/qPHjO6C6jBo4oqlZSFIFJpYqVRuihmbwZUTCTTHPIyK5/LyLZI7A34pSwy24uE3WbsRhNMJQWldF55X6BG+c+MAiuIFeQ2EqPCXumDinf5jTBw/dzSn4i5f4+WC60IHnSscJuC2VuqA63HzxTVrXjX9hFaZgT3Suwltkvomy3MK8yQcduADo7dA9mRuo2iuajkolxB90guMNWtdMnNpSI0RSXb7TtoxXhcCVkpZca5PuxOx5kmWcfmqfj4XPFyal/2pFOF6+QFctuIXXvcqyuIiXS6YHgwIVUSdRYmkuxSrSK+NoX7m6k26WB5+RDHXWviUAkdqiTcqJ2BXuOPolhHbCHZAMNJIncGNUvoQZG9xZ9Eic56GHh0vObd20Z8mqPGnwiKDpVJrezBUwlMjpPiD30QsZeOMIugM+6Llv5xgLpEfM3Fy+hnmXAU6U8143FEn47Uf2jpPhvJVaT6rmF85CVGbGelSPUSUxbeN9idJkaF7tVhqhEWkXfvlmiVBexxY6iuFX6ead5Y/DyjADUKXCOuKporTZxkxoWsMVSyUsTPRdCTbab77YC6rMjTKEknnwyo64ocRF1nt5rYGNKpxzQBVhW6l1D3NPOkXcnSPE2YWwMrA02mfW3x6zmrX0K8daRlEqGCzYTOys1DAembUaE2Yn/ZPZXoN3triK0ImeLZiL6RCUuuMvnz3Yd7492f+/NXnJ+2nMQEw4jqBlQ3oLc9aogysk25KCyjBCqvBvRuAK0JRxPZixWYu4oipjGDdC2pEnERWkKPVRnrVpso48XqTiDjdpn+VLq15ODJL9+jvUR7NVd30VZ2V2wmBWWnI8z+VJFnIsPfhyprnzGbkfbFmsU3/aFgqiyFb/491Jfyff1E9nyqJK1M3iRRzL5UNDfiJYyN5FjGShEmmv4XJ/iFdAbJKEyfaK8SzXU+WEz0KAVXRSmOKgq1iCRFWI/7IGmxnGyeWLaPK0lz8eVGZS+QKYpf28vjjLWS8ayRC3HWqihjyxg9JgiB7Axhatg8tgUkr+nONP2pPVCKxF9afLcf6KQKGeFNIuEksA8QNzstAeejWCLS1pGzkgiwAllPTcZ2SpisZxF3Y3j79qjYSVQBIwjpJ1eZ6r1EWWHEumJ2Yr9g7gnLINaLQRejv4LBUH+ygSRTATMoZg83DB+PZJt5eHpL9zRQv3DYbxv8UcJNpLiroMBl6ZDL98+KQ8HMusD5px5l5EZFJcXyd5f0Zxl+tRXAR5uJH/W4Gy0F/coQphl/HPDLRP8gEh4P+Ll0cWEmr4vSWbyVnSG7hH1Rlz1+JjclrPpkwFxb8ruG2Z8tcZYIy8DkH1ux3kwTbqVoLsRiM/3WMC7T3c67TuRZoLrRMqGqo9h7Rolz68+j3PgeBwnTvtaEReT4F9fEeWT+z7J2GZdZvJov79mz9+fndX68aOYMRoPeyzIjygf5rAIt0H3A3HbSlQJYQ5xWkknZWFJtRChk7lqVbMAvHLGxmC7iViNuFVBR9mdwt0usVmU/V7B5828Vm//rI2avEsmqQ4HZd32qQNZNL92WCpJUH1oO47rdA8v20xndR3OGEwkLBrG8hEbsHZP3gvCzQ6a5ygUpB9U6cfxFoL0Qi4oZYPoyMX+eMKOMmPtj4ejGSjEeWcalEWuNKhfFUawq2gt4QVS64hlNrjyfkm/p1uJ/zZoiHCqIs73lxonFJNbyXLMtuZhAc5kwQ8a3+6KpCFNLfHxC/OiMzbMp/bE5KC9dJ5/np6oEct+Rg6L7cK2m3Sq4qTC3BntpSXUmHQW5OepL6PjGonuNfl/hTwPVpcGuDblKVLcKgqJ9aaQzfVdhtwp1Msjo70LEK3on3dnwKGBvLPnjnnDixcMYRXhUP5cg6NN/9Y6sMpjM0DnclZW9Z5PZfbdA7SRe7NXrY5pXVnCOy8T8oxX+usa8rckuo9fiB9VzGVemJz3h3MvPss2s/5cSOM1FzeJL6YCvvjwhziP+omX3NGIe7Uhbh/vbFanOxFYIQu7SivBpEuHWHV5PlZAsUMUh1cWsBc/XfLLG7DQfPb3CXRvyqiKeeEiI/WZlaF476W4TMA9F6S0iq82/GFBPepZ/hn5XwSDXithmFn+yqLe1QCo2mtxGeWzA8r849E5j/9UNZjlyczMFndl+lBiPBEWogmLy+e0He9/dn/vz15wfFwKZUk0qLfFVA2VuKn+9B7bnxpErexjVZqNJTpOLp1KVjvTwTXcRPUT0GAX8vhvQdcX4cHrAt+2VnnGUceXeLuE2d9SgUMvYVAcO0WHVNhd1qKSdyA5TfgltCXr2c8VwZNBB01wLsk7HLMi+IAb/0AjCD0QNa7fiW0y1JqOww509RkXwU30gJYFAHbJWDEuNKepUle+A6OPyToG7p/yYDlCw/ShTrSSyzBQPqp/K7jZZ2dXpdRFZNVI8xyPZqS6+Sxz9/gb/YMLqWU1/oqhuC7AhQmw13aNWLDaVKGpTef1Cc1cYQ6OYvIuonCUq6gNmAYdZLhMBJVmNnYFRor5SnUWoo0F3imwyZiXFIswSk28cm8898/MN62qC2lhSJb7CfFNhRkXzXrH9JJHmEXtlsTeWcBw4W265GOd0jwNHpxt2r49xa0WYZi7/0zlVhvatYvvUEj4a0DaR3zboUZFOB1KsISr6jz2zPzlQhjULmEaCgvqkw++mqONRrB4FNG968WZWt4rdOfJ1Naw/g+rKkH+5hVcTzFhCzi9b6guDf7+AhdxENe8l9UR3GorIx60kE9Z2MqINsaa+1sSNCIDs2tD5GZyNvPryAdMrBUqTeieAg0860tuG/lxGyiqBaTyxdaRZENGZTSz+7y1Xf5fIXjN9tEX9j0v684yfQT4fsM8b/FFElf2xPwtsjUVl2L6ck5sIQYNNpGVAtYHhsiZXifX1PXv2/vy8zo8LgUzBpxmxKGRjDmraHBLZaZRRZGsJUyejWCj+zEx2BfaeQcckKSha4d7vUKP/AV0okZw5+DIlkFq6pv3Z20OMz6R8B0TYQwH2opjuRL6fpKRk1BuYvpaLRrKKakywpihKM8lQ7CQKt5PuNToZtQpcQAqm3QbCzGG6RKo0po/YQkja51WiIBU1cGi1kHVuk0DTa1Gt7gECKgq3FuRG4BBtFjjsD5MBm4ooqihlYyMe1GTEwlIVeDxKcHvdqWb6YCI3JT6Lr3MrAq5gy+iXfcEv4+eJxK6pJN1DcjC5TrRvdiL+Mhp/9OHILOEogMm0f6wAgYnHiYh18jKgbzQqioIzOen++tOIaQJDalCdYX0lIHLTQ/hlz1i7As7QQgGaJKo3lvE8UF1YzMpwtTlBI7i68T+cEB4m/NMBbTM8byDC7d96CXl+V5HaLIkcClJn+fXvXvDN+xPimwnjf7MplheD+r4ltpmcFWkuFhUymBuL22jGZWJ4kIibkjTzoiHME2EWUFtDbTK+TUw/WxOjZrdq8J+N6NcNeRLRt4ZqDeHSMD6Q4GkVpNsLS5Gky9Qg4xeJOEtgE7M/VfSnGv0wEExmMzEQFdU7EYLlFy1/9/df876b8u73DwnzSLps4Vhi1fQ0QJbVBEZ+/7Y3LepZLOsQTd16wi8Sk3+a0j2OVMc9frCoaInTcgMeNPbGEI4AneFlC3XCXttD9uv9uT8/l/PTcAOjSK0rY0FB58WptJAqyT4zW2GdhlpSO7SXfaeIASQazG48qTKoLLmDWEOuLKkR+0lqzKGzE7KPKGp1LDaLWrrAfTcriSMKt5NdaDKijI2tKFrHeaHqFBtIbxUmSbE40H+KhcR4gQ7kYg1xnXxft47U1wNm1ctrkETotKfjpNoQa43pS1FqS4h2tbfM3Clc96NP46WLCo08zuFI4Wd7xasoZ3XpKNoLuYEYZ6okfexjv6A/k12n28rXby5KNxlgd14xLqT4t1dJfnblsUhAuBRG4ADgH2dlr1ZuRFQEve7FcjJtiPWHUzFW70TssvmFFE97bZm80mw+DTTfi4dSjxAfyH7O3mqiV7jvKsbjRJ4GEfU8HMgldBojCtQwi7SvLN08ithqYwgT2U2qCONJpH5nBZpeJerWM/aOuIxMvreEZwHzopHX5+mOMFi0S+TRcLGbkJOmfq/pTSuRWctI5SF/PDCuKzAyop1+dst20xBeNtiNYnyQUEEKpj/3qLVF31p0UPTXjQAv/uMx/cNItdKHG6vJ1wJWH45gPA+YWyOj4Y9H8s5QnfaMuqG6MtSPd6jfz4mdwgz2kC3rX03QD3vy1tA82TJsZ+IXzvD7f/6Uh59dEOaR9sGO/M8L0rVmPImkleS09qfy3tZNlD3uPIMTdW//aio2sqfC7I3PJ0zfFk70SqhaZiXCOqyMsJpLxbjU1FeKzef3VfP+/LzOjxfNnIUEpMVHqX06eDOz0WI5qSVb03RBBBpGAAh2jLIPm7pC2ym7TaWJZ1Ny2fHpkMuoUEa6e0yd7UUIkYwS8VApPnvxjA6SbhJqxeqZCFeq20yYSNKIFFP5ZZbUDilYe7ZqPpj+OUSS7UHp0RWggd4XFYXyEbsZULdrjDHkxZRwMi17WBnN2l7u5s0gRa8/0pgSdq1iLhaajPHyvUMtsWN2JzcF9bXcENS3UrT3aScqC1BdxELyo1GBouKVFAszwOJ7T/1qhT+d0p1OpOBOFc1tPiidIRdxljxXPxUYRNYFvlBUt+NME48n6D4QlrXwdD/QSRawGaok3eKg2D1KuFsRvMz+5prdPx+jV5bUJtnjDkpM/cjFO3eG3BuqlaKvHDpBejBiX9X0nw/oK0eqMpNPV3RdhbaRYV3jpiNhYUiXFZ/9+g1ff/WI5pWlfxIY/25H9kKqqS8M43WDCorca5TNXPVH4BL5JJHbyORrQ35v2TwTlWj7nRT8WGfWb+bSVT3pidcVVIkw1aSjAKMoyJOFsPCYW0s8Dvhlpr4y2B3sHgkCMVVCNfo3//ZL/uHrT0itxmwUOYM7HlB/mjLdCWnK/OOc7rMR2wTGtUP1BmymfWnoaQTs/3ZKrhPq4QivxALy/mqBmgbUPywYzhOpSZx8dIP/v52x/o0nzuV1z71hPI3ouaf5Q4vxxYLjMjoIQF+dejoa0oOR+puGMCnpM9PA7HTH9vmc4UgUwNuPI7gP6XW6P/fnp89P+DQ12ei7PWVloDKHbm9fLDCaVBv5c8yY7YjadORJja7NHUEoZrCK2JSuJQslKDSKai13maZP+Nl+nCR8VBUSsTUyMo2lkCQwXaI/sjLuLHvW5koKwuR9kBHkNhBbw3BkD+Pc0Oq/yLjcF2+AauWl2Le6KCQdYWJxG495fUna7VDOyn+xJTkrhd6KeGa/F9yrd/sThdtIpqdKwp/dd4SVT1Is15n+SBMbIQMFVEHiScHcg+rNUCAGs2InWYhhfvkVjAvFuLDUbzQYRbUWtXJ/pA+Fl0ImqjbFXlPLLlUKpVzY9rFoKmeu/2Z6iD9z2w938VKI7WQ8T4RlJPWa1CZSA3ZtWH19hHaQFoF6MRBXM+IkiZVCZ3JR2MY2Mx6JMGg8SgVZB/ZVRXJSRLuvF6SzkfR9i3o8EN61uJUmnkZe/IeP4GEowciJ+L4hzwJ61MTPO7ipsGt5LzW/XNN3FXEwgvJTlu1/sxOzvsvYV/VhkkEW6pHtFN1jBZMIXka31XRkTJVQoLaG6qISaPyFIxsJox4eiNo1Jsv40GOvHO92c5ovGvqHkfDAozYWHxWcReLGSHJPse7ErcF2mnDqmfy5Ylxkqqdbxt4K/i4pSUs5H1EqS4rJoBmOM9mI1Wfz+1PiE6H70EbZw95WZJtJ24JBtLJzTnWivbT0D0bidY2y4J7XDKexYPUSBE331RKtRV0fpmKT2esn7s/9+bmcnyYCHf7MAQKuYi4QcnlHd4/kjtQMifpqQG0EvxXnDbGWImtykuiqncdupTAlqxmPK4aCtHNbEUDoIAVT+4wZ4qFA69IVUilML9aU6dtI1qJSqVcJ2ydirYmNpn07YK+2qKMJodWoElmmfT4EVJshE0uh02MmTAzaZ+wuCTZwzNhtwKwHMYRqLaNnH0i1YfukEtFSKbx7LODeYzh5mwo6T8agdlfi07QSnmsWrF6sZATrZwq7LWPcUfa1sZJiaofM5F3Abw1+okgXMtoFmLwTCHv38UJwhVkK8+R9lC6x3ISEVsQe0ckOd/LNgBkil7+bERvZr1abRH0d6B44Qi0Fs7n8AQ7qf+ajAoynEVUloThujDBhm0SYR+r3lmyzQAreOdIki51ja9CjwnQKv0iCpbvS2A5iIzaH6kJEQ9UKfC9rhrRy+GUUdenxiM81qo2MZ6CbgLqVXV+eSReYdSasKlRW+IdSoHKGdFOx+Mqw+q3HrA1x66g6YcSOv+wYoiYPGjS4pz39mwl6Lv5H3Rny8Uh8McE8GkhVIgVFViXHVpWbyFVRQs88Kimqt47xkef5Nw/gWRFNJcH9+V8PxFChn20ZrxsBCLjE5GxHCAY1WGwntqb+WtJPyGDWGvvWCKDhRuxMu6eJuAzYa0v9oqX7u440Gsy1pXpl6T728vqVLn88i0yeyyRAd2LjyV5z/PENNzdTUl+jvMKtFdFrwlI62Fwloss084HwZoJu75FA9+fndX4abgDk2qDHKF0noEexh1CZsqcs6tBUFLWVw59MuPlVi+sy9XWQQGoPeufRu17GvZOa4bSSLMsMtguCfhsTYWYO41mJuyhWiowABEah7uQJNDfSOVXrCCnjp4boID+ucXN3SFKRDEp1EBrtDf3yJMs+L4uwRvuEGsr/Zhnn6tkUlL6jKSDd2jgXEY7xsoO0HiGuKCl4w0KJ+lUDiQMBKZkiPnIicNpndLpd8SWW3M7hSODysRKKT3M5opIjNPrgjxtnMl8WJTDFDpOobyOx0vgCmZfvI8W4vg64qx2ESLWZkDvplFXicPNglBTRD0oEymBvDaGJqLWV8V+G5rVl/FWHH7RkRHZGfH7LhO4UaRlxl5UU3Y8C+saRHfSzMt6PJSAgZ8KJfJ+wjOiZxz5v4NoQP+7heCR3hvqtBWUEGnFpiR/35J1BHY/kraN9Ydj9KmK3in4n1pT+LKO8FoGSzgLBOOlJOys0oksBL8Qgu0f9qsFECDPZi2YD7e9b/EJe8P6R7AKVVxK1NcukRYCtJblMOBPhz96H2ny0IXhD/JuR7I14Pv84o4kCJQAYvl6QJklYsTMYzoVVC+Ll5GgkfttieugfJNq3kkOqOoP2Ms0ZXjbgMnEW8cX7mk3+wQpFuNDyjTVhkdBry001JQ+G+Hggd5ZRQ6qS+G97TfXWEJvMsBAwv9b3reb9+XmdHy+a/YDKFTklcvFqqiTeTHxAF09J834k1qaMcRX+ZEKYWprbhB4zdhcPe01jFLmpyM6QWnfIm1QhieJzN5ImFaaPhTrEIT/TT/VhdKhDJrSmjC5TMfTLqEx7ib8KrRQLlcXP2FwH4ba2xWphFNpnbn9hWf06Mv3OcvKHgO3iHeVoCCifUEMgT1vybILe7MqOsAh+VPGAetkT2pBwt1H4tyV6xIwCnq9XieFI8HVSqLXkad5Ksd75u+eYtYiJ7C4flL3V2mN2AdNaks1oI3tXdUhdkX2pGSjiJI3dRsyYGOcG2yXCqRVgQCpkJyepNOJFvQMvHHbCtkABPtAJs5Io41JRc+qyuysjwIJtyy4RJnKxjscRe+Hw00w8CpAUqU30rcR4oUFNA74S8o+71bitEhrSppZYrgS5s+hJQG8M43GUnWUtY0lrMskr8m2F22i6xzJWDctE9Y2kivhZxp11pG+nqAc9XgFXNSZAnCgBpW81qWswnXBjcyM+RnWrGR8G+gcQZwmzNlJMyo7cLyLNG0s/k5FoTkpg8rOAGjVqVIzfyK40TtIhCDubTJjKnjAkQ5wK9KF/LEHTzRvDeKQOHNvZZ1tWbYM/8jTf1sRKpj8kxXgaWf+qJ72ckI495lLoPWqQlUrznWX3qRcv9gzar2uG33TY7xuhapmMe+4YzgUZOB4n2gJ4VxG6Zx57eRc8734/hf/DB3vr3Z/785PnJywn5jCiVSmR0WIN6QMqJVHOTivIGdOFQ4GLE0uYiqGfDMkVKX0XSK2Ddh9aXQqHKq6JIMXJxIxqnexQlewLoxJuqtB7RJTERDI7yeA2YgWh7FvdKmB6QfehoHnncVc7wrKFM9ltRScWj1jD9HtTOl7h7OZSFA873baSwO3WoZYNpGJh2SZsL08ga3C7kv95UoQ3SrpIHSmYPhmNZgX9uQC7Zy8g+8w41Ycg6/r2DlJQbTO2S1Q3HlImTB1+JiPdbPa0HiXiKQqAfqIPoqlUSSFGyQ7ZDsUDW2v6xzPZ4dZSeKcve8wQiY2le1iVdBaFaT9c0cwm07417OqK6qMt45sJ2st7KdeSBtK+lOzF2IiQBG8Ic8nRRGcZmU4i9WvLcB6ZPdzQ7Wp05Qm9APvHBwE99aQbgZErlFhINg4DIgQ7ETqP+65hpEKdjoKe01A/3mFMYvdqRphkCXOeJeLzCfEkoC6bA4A9R42aBvTbWkD/TYEStAl3LRCG6trcUYtceT9nqK4lexKb6Z+E4gGF7VMRHNkLR5zJNCCejWiXUEFj31SEx4Ng/KIinSXUlXxufaPwDzLh1ONW1UEQp71i9c0R9aXGDxXJyXuleaclR7PXckNgMubSySh8WYozwmB2V5bweKT/KGNvLPplgxkLqvBlg18mzEZL56tltbGHO6hRE8487r2j+e0N3XD0wd539+f+/DXnx3ea7u6fVUgoV8z9jb3zZJaiprsAunRfMZeQZQVIBygSeYvpZYSqUyLnvTewAM6VEiuK1Qe27f7CobJMRZMTdW6Y2oO/ct/NxijesGwUsS1Fe6+2HSNEGbXud4q2k8zG+iqzeyS7G5Kktqgke9tUl7izWopP1qrsl0RcY3dJut6J/JseMiruO19VMi+hWkXa9wJDN6PYY+pLdfCh7SPESDB5HZm82JCdoT9vhNlbItn6c8kCVUl2lnv1sS6UJgE+SKedrEDsCbKQ1uVrRAeuS4RJESV5CeGWDheSlU54X4yzhmH54YqmCortLzz2xhK/nolPEoiLiHIJtbIMZwnOBvLa4W4lSzSceem+10LrodcMZxHdaYY/LDFZhDj5KGJ6xGe8bsSOstOEk4B2EdUE8q4hT4uSdSXFQe809jgwLjSqCcQvZ/SnQYrVPNItInpjxAe5L/KTiF5bqhtN8LXAzxuJxZo+N+weS7GgTviPAwyGVGeIivpKM5xHwrzAGYKheafZfSQjU9spAga7VYRlFnZrVKTOYbZGmLNbi7s1+GUkR4UdFGjN9lnETD3xVnJD60stNyHTJNmkT7bENxPUThfyEXKDcjJiv2oJv+7Qf27xzwZYO6El2UzujYj4Bg1R3v9mpxgeJNJSrDRooBJLWn1p6D8ZRdC1E3ameyWe4N2fl6T5/Xj2/vy8zo+PZ3OGlMjWkRornV+BtcdpJbACJRdZ6vKlstw52l3CrcV2QspSUIsPU/sons9SmPaG/lQZkm3k69cyVjW7cGf2rzREDkg6KBaRSpGNo7r1GJ8IjTnsMbUXoMB40uCMJsydFKGcD8i5+ctAc6MZ52WMVx4XMZNrTSi0o3EhcHfbpVLkBMaQlYiIYiPKYDOmQ+zYPprM9LE8Jtmrrj+FyWsYl9CfSwFtLwpvNGbpaHOJNUsSDZYq8bXtxVJ7MENopPjt95vJKNlh+kxCYUI+xLNpnw/5mXvF8EE9rGD3WHikvi2va1n5qg947dJekYyMGN1KEypIs4jyGnp5QNlmqiowNBoP2JXBvXPis92I53U8Tbgrgz8NQlfaGuIy4C6tMI1vNcO5JGyEYxlxJix4hdZg31aScNJLtmc2EKPm6HTD0aTj+3cNqpXdquoMqY3S9aqM6QxxmmieVwy/GBiMZf61Yf15Qo1SLLqHiXw2wq1j8c8Vm2eJ6lbsJlzJuJME+ZMO/X2L+WTDbtJg1vK50nkndBAfapiJChUFi6/h9r8bsK8b/KNRRD6jZvklbD7WEse1kVSYtAj0JwJZd68qdAC/nWJGhV9E3Mpg//UNw6s5SkH/2GOyIswz7jspcNlAqosq+9Qz+bqiP0+M50Hi1dZGuv8yWldGCmxWGnvpGG1GmUTyhua9IkxB34qo7v7cn5/T+dGiGZbNQSF7OPEuhDobjRnK7lHLv0kHVEQF8c7rqIYSfxTTgTKjQsJE2XVmW8QGSkQoti97q+rOVK99QveROLmLwbK7RGx1UYza8nEZPciYNCtR9QLEiUX7hOkVsZVusnnXiwdzXlPdatAKPUTpFicOPzfYTaRajdjeEp08Huul2MTWHPaopk/ERuOnohgOjYxmbZcZjh1mTIRGlz2loj+VqCc1KqprI5i7CtYfW9IvHfWNIPpUAj2aw/NQUUhGWZcUk63gAc0oxW/P790rklVIhFa8rJLVWVJLyo821ap4cWGYy0U7tAUo4bNEsH24RlMQb1eO2Cb8UcKe9KR1hV0JBSieePStwNrpDdWVIbSZfOJhY1E3hvB5D1uHf+ipX1SMv+jRJz2LycC1m6FvHOEooiYBdW2wN2WPZpR8/42SFJBbJ+KsTcH4vWzZpJab5QJlM/ptLWPHoGifO8ajhL21ko7iEv0Tj60iUVlWfxPAJczOMZxGclMEVkmx+k1ANZFhrnBvHaZXDGcyfg03FbrO+IsW1UZiKzcA+qkwaLvHkdmX8jiHE4nT8jOY/UPL+peCqGuPO7qLCZf/NjH53khWppZxK9GSqyQ73weB6o1Fnfeo7yXYmwybm1ZuYr9u4LOedFVJZ2kU/pFHVxH1upGQ6VEz/G7H0XzH9XfHuNsCwV+Wn08QWP2Dj6+5WU4I64rpH2t2TyP6aKR/IPm0KggJ6v7cn5/T+dGiOR5VtC83AMRZfefLzDKCBNgnmOxzMW0nSsesy4U7ZxHSROk2QcQv+89NlRRMFTOxka+xt6MA6CC0Hz1GucAo+Tsd5Hv4mT14I7sTS3txZ43Yj2G1F4Sfu+5EwPRgzqicjDZ9JCuFve1wuwHqirBoRKhkFaaTjEk9BMy6x9aO4XxCqGR8qUoItlt59BjpnrQSZ1V4tmYUYtGwNMTaEGpFdyYjVBUV80drvLes9YT6Vriy2cD6F4nxQjN7mWmuhEwEoI5tyQNN5fURAY+8rmDK7tJ2GbeN5edoiWVnuY8aM4N0sfs0FKAAGvYqXlUUvFLIzfj/93vs/+eTtSy6VVAyjtS1eAc/7kkbh3td4Y8i4dUEmkTzTrF5lrGNJ944us8HZrOBzdodAOL2RY1/pLnuHOaiEsN9p8lDRf60IyVF6g2qkvQPv0wolUlNQp31jFGTg0ZfCoGnei8ineGjEYJm/smKVTtHzz36hViwGDVqEghrh1p61HWF3mrCLErX2yTyzmJ7RaiBWycdWIFxZCe2mlgLMMNuDWGiOfr8mpvvjohbh7twuFtFf5oJCxH4jMeR4UlCF4A9NhH/MEcdJ8xWM3uRGI415//6Lb23XL1byE3UyoFLxM96yIowF7tINlC9rCTV5bdrwvMZ1Udb4rczwiJhrixxobBRHvP+3NxO0Z0+7DxJiqOPVty8maOC5uKbE0FuLgLd33a4KuLfC3IwtpnxJMPingh0f35e50eLplt59M2GNJ8SplYK0JgwKZNV2TlaRawN48KIUf9GYcZ0sGooX7qjnMm5eD+dPgiBUmUwfRCl59QVaEGU0Osko1wTA3o3gg/S4TaOVJdxMWLN8MU6ovdJKa7I8H9wo5qVQjkr/ssoBS9OK9mx+sLUdYZcdpd7FSs5kyuL2g1gzCESDUpn4hQO2ZvaTSTMTMnLLBCGIVGvYJwZUiUXxPpSkWrYbRvi2lGf79g+nvP43/eonJm8kxTp6iZQv9mK7UYpqnVknBsZv5YcUFXCwcny/Pe2nH3gdzbyb+NCQAs2F4FQYezGSpB81Rq2TzT9WSYsA0e/F9RavSoovw94wjJiVyLYcdfSzee+xnmFPw0HwYxdjuz+fkQDfldhHkhG5IZWkkTeNNLNtwH7tiYsInEaad5ZxkXi+LMrbr84IbVFbXrjCHPp8NRFjToZCYOVqK6tJTX5oEbVIxA0zSvLOizk/fKmlni3rdgzQlACjdgZVFCkhwP6sqK+UvTmB7NHkwWcsLJkk+meyLg0uUyuM34eqd5Y3Fqz+vKYPEmoKuEfjrhbASe4a4N/5KHXmFuDGRR65RgeRGb/+pL1P53iH3mufufINvPq2zMWf7LYx7JiQGc48aQL2b2iMnbQ2LWi/3WPcYnh+YxUJ9LXM7nxKMpePQlEr8WfehRQL1riMqAq8dBmk9GXjtvbI3RResdpEtqSy+RKkV41aJtRj3viVX2wr9yf+/NzOj9aNE1filRtZHdXFYl+ypidsGT3iL3QajH1OyUG/lC60f0bP0lw7qHLLMrSA6fWaOrLEb900lGWoqT7ILCE2w0MAziLblvUcoZKDrfWaC8XH9uVjtYp7C4SGvn7WGm0VoznU3Tcd2gZPcQDezUpQ7YNyWqGI4fdRvFcbkZQCjUGVIhgI2ZImCERJkZ4oSnj547spECpACYIKFsivdSBxiMjT5hcSGD17n3D7a9hHCecXJTnPETqm4CfC8s31wbdS/6litIhjjOh+VRbGUPv02FCq3DbhO0C3VlVREPFCtNxECfthUexEoB8NoLU0x7CA8/seIcZllTb/Bf70g9x9OlIuqpIlfhp/bnHXDviJJGSgiqhdlZUst+1+OMotpJJgiuLDYroi7LzJKKaiH1ZM32huPkd6IVHv7Cko8D11UxQyGtzUBmnKqN6Q2oS7rUUwTCXEaxbaVBSNMOR2EeGs0h2Cd1J/E78pMd+2xRFqhQMu9X4BzKezPPAkCzVShMrsYLERxHztuRbAiYqwpknKiS15NoyPpCdaa4j1XwkfzMlTBP9wyRioGlG7YwknTzp8TcVy6e3pH865qpdSErLome8stitRG/5//UKRksKmryz6KQ4+vSG26+OJdkmQfdRgM6SLgUwUV0Z/DyTK+lEVYJ0W5FVJj0cwIsC1lwKxUhlcCstNy9BElao5ImmOmM2hvbzDRs/E0vNtJLxbALeVx/ujXd/7s9fcX4S2B4fLImN7AJ1TAd1bHZGiptP5EY8mhoZG5ouSKdY9qF7SILyAawhHLXlIlz8mWMkZyAk7GY8KGezkr9T24603ZJjRAUZvyprUEqhpo5YK6pVRIV8QPSFiTlEkIEoJWNtGCfuL/4eKGNfVaDp5iCQsZsRvepk0WoEKUhMsu9sJNpI+QRaFUFQSVjJQjKKtSrZmBmlFa7LuC5TrSLVVS+h11cG2zfsHhlMn+nOK2xnZS9bLCeptmSjiVNHciL6qdZS8Mwg6uN9dFfWRW38A5FPd16sC2sZJe/h7CJ42meX3nkzl/+pIttKUlmsdKUf8o4/v69xW/EM+kcetRNFpu416cijVuINTLV0OqoNqG0l9gUtoAAU+Fref3knhvndY6guDWOTGBeZ5rsKP0+kJkOTRQFaiQk/V6IGTQbsIF7JVGdiI8D92Cbqt5bh6YgyGX3tJNT6RtNvJT3F3ljZ8dlE/fGasGqk4+wLmKDkYKY6Y+tAzvVBBay2IpzBZHItwc/ZaJRXNE8Ksm+eICjykcdbUQzbsw6/qlE3UsQ2fziGCkwTCJ9Ewvcz0kSec31hyL9fkI4S5lGPujFw1HP9aokbFX4ZiVGz/IOlPxMr0LhIjB9Fjk62bP54jBk45JEml8m+ormW/W94PJB3lurSMDzxoKF6KzcZ9sIVe1XGfLxjt5Gbk+FYJkxpGpl862QXen/uz8/o/HTKCUXtmjKpFZtHtiLsUSkfusX6Voqp6SO6D+hNB5UjTivSxMlOcvSwH3cahQ4ihMhWo8bAPkVFsvW0eEGHkZz2ipUsEURJfpFUjCgvHVtWYGIixaLQLUUjTCxmSNL5mgx1efwlmeSwzysjV5ULjCHkgwWGnEmTinTUyt8l8aXuRUrJFjVueS1UKIrXIWO7QGhtiQqT5+HWHnO9lefb1NQrR3emiZVg7vTUUG3zQVyUaoNWMgbf22jcLlFtOKh3935Ut0vS7caE3YmSuL6RZJRYQaoUbiN7M5TYT1IlaSnJgImgC9klOVGyZsMhgeZDnDQPhCQ3JeZahCM6QDhK2PcVepTHHGsxxNcTz2ArVK/F2jHL6AHGs1jaNhGkiQhKoW8scZqwu2IPMRm9NVCUydlm8iTgXlfYTsaP9ZVmXIiiNzyIB5xe+21ht64U/XlEedDTgHrdECcJM/doE9lcTajeOEgl5uxsIF7Wsrd9q9kuK4yGdD7gXtaEZcLdShSc2gjLNU6ky9u+nMtYdJLQSZE6g+k0k9cK/36G/8Ug9pK1qN3DPFJ93eKPErlJ2LWR59FKBqvKyP7WZeJ1Ay7hTzKqjmTvGE5EsGbWRn43R7h5vWD+TrH+XJJo0uOevJKuUI9gN4pkatkJJ4HoV1+0xIkUa5UUoc24Z1v6yxZ3ZaiGwgheGWEOO2S/en/uz8/o/HjRLN1e1qXTKikdh38r3kCVwG3CoWigIdcVuXXFc6lIScNcBDbZCQydlKWTLIWURLGiJHLR86hQIufrGtU2qKqCypErRzZGBDpaiYhIqwPsINu9oEiRarGw7M40tofJu4weo4TpVqIANqsBFRK+mohPU4tIKblWvI0Ty+5cVLuzV16eJxywf2QBpKsijCJnzLaMsGcUj6TsIMPU4n95Kh8zSPdud/K6Njc/sIMU0VOymlhsNLEuUPhCSapvYxE7la7Uyc8lNpbqZsTPGvpjhZ9JoooqO89cwOEAttv7Pcve1xdaUswH6pHrPpznxFw5ssuoXi7oflmsHHUkNmLXyAZ6K4QaLlsZ9+nM8FA6oua1lc50HtAbS1U8j16BXWv8MjCcKsxGAqDdRm4OxoWmuVAMxyLKGqsku8FR8ITuraFz8hrGNhPmgrXrphrlNf25iHs4G1E7S7qqiHUS/2Yj2LnFHxwb3ci6wmW2n3vspSPMI+rWkW3p6s5E2BMeD8Rbh72VvEyzNpidEAFUVOhRiuD611mweTdF6PRsi38zEQaslS57OA/EqdzYhXnE/KJDfzUjvWrl/dlp8iRQfdugomM8SfQfeSbfOPpzGcemNmFvDN3DAt9448ifeXwdUTYzLjXTF7IO8I9G4mlGP2/pn40QFO7aEhthzdr/MkedReIkY0Zh0SYnY+3+SUDd3I9n78/P6/xkNBhKEVvxKeqYUT6LiMcW7mkBEKiQDuCCsKgPClrTB/QQSc4Qq0qyHK3C7sqYNSUpAGFvRTEFQJAO35+mhtkEFRO5rcla3/FufcQoBUYRivpWB7noVzcjaFVETBm3lQ43TDR1FkTe4am6Mt9MoOPd6DaVlJZYC37PzxST90ou4khWKMiIV48iWFKbDkKAtiE9PmIfyq0Q28y4tAxLzbiQr7H8JmAHEdvsX2c95oIiswclq0AgFCAj2nGuSZXsULVPh8IZW824tNQ3memLHretuP61EypREQslpGPVJcQ71FIc28tAKupZXXi4ogD+cGOy9q3A7EObGU8jdi0pHR6BrXePEpPXWqDtK0N82pM6K2b6ThFnmfg3W3RWmO9aJq8V46J4GtcFBjA3MvqMdx10mEiyxu6JiGBMr5m81Pi5MFhVFpQfIFFZ6xoe99jnDeEkkFuPfVcRjyP6fSU71XlGDaJAbd5odtPE+pcRd6NlR9mWfaGT55KRGxo1KuafrAgPNOH1TPy4y0i1HODtlDAXQVKeBKrXjhTLCDlWuFuN/3ggvJ7QXOgDc9atNXrQmJ3CbhXDKaKAPSnKHIUA37MIxswAfq7QWxGwoaTI66knVIlqOuKSIq0nxHctSmfM6UC2mdXnovhNWydovc9HlE3Y93JtUF6hzzwqWMxWixf2lx3u65Ywj2SbmX9pD1md9+f+/FzOj8MNQkIPnjhxxIkhOCUc00EKmtBjVLkSS+EiSyFRMd1lTYaELuNdKaTx4P/MWsawuSrBzo0V+lAfUDGSrQFXSwi0jyIQ0kDIks9ZFIjJaFKliXWxYxTrRbaK7UMnnZIS/6EZlOwJtdCMVMiEWSXdY6EA6SGix4juRfKuYs3EgH6VMd0dWUilXNS0pROLibzbQYxFPTzHdncK1mwVbhNFVTuqA//W9pn+ROMn4Dow5SIWa8Hl2S6Rf2iWzEU5W/aNAlUIuPc70sQxnDUMR472dUfzdseympKVwk8KJSnLONb2WUD3CMdXh0x1PdI9kqBl28nOdO8R/RBn91HCdIr8aYe6qLGdwk9FXZptQpnM7kxhTCa9buB9DbNI+7IUn40l3pR0EA2rX4o3V9WRFBW9ywJ4L/FiOjiGU0nxIIgCNFvZB69/GbFbKdBpJqxZVSf0RYX2oP4sDNmwVFTvKvlZrMUzmRbimcxakZ/2DGODagQq75dJoAoInD496fGDQBKUV+Q6sXo3w8y8vJeXHkZD/mYqwe6DknivnWYs1CPTy3PyywS3DjJ0TwN6J0VbBahuNOMyCZj+oibMIvVJR/x6hnq2I61bdB2o/vs1V6+XuCtLzorhJJHrRHVhSNuG3CbCzYS0DBiTqS819TUMpxP8LAnHts5gMrvPPKb4YP1CIBW5FeFT94kHl6i+rImvG2wH49zjXtb0/26Lv64/2Pvu/tyfv+b8ONxgXqNLESMbSdUAjE8kU2wAeyhB/MEdYSkkZBmDSoFVKJ8wxRuph1D8mRHVe3CWbAvbVqvDqFMgCuoucaWRYocuf6e1jDl76RpNR9npiaLVz4yETheoeX0jReKH3bP2EV87sjZSILpw+L5m68EHjJO9kd1FtJfOOTmNTgkzCmg+OwPOoqqKHCJ5NiFO3MEOYoZIsBa7i9SXPWFeCXRegekz1SrLhdxywObtBUHa50MyilCCEGxeI93iPsi7Gj1m9NipIyZDnDp0H5l8tyU1Fn1akyp1B+HOUpizAhMy40KU0jrkww1IfTXIjdEHOqlOaG+IVzXqeGQMNerhwPF8x813R+hOE5eBHPThHayKn3B4FNDbgpt7FkRh20TC1oqxPiqqa01sILcBc2MJD0bojYQyzwJsNNnJ2FXZhC84SdME7POJ5I9WmfGkSF2PyuvYiEpWFYSeedwR30xIbYS1Q50PzP+hoS/BzMFF1FhsJVFD0LhVKXBZUlCCyUxfGnYKcPmQM2sGiJVEd+3ZztlIN61GJbvLK0t9aenPIyw9vi8TIJPJQeMedaTbmvH9BO0yKQrE3kfNzZcnNCtN/0h+r5rTjv6yJX++Jdw0Ej/2aMfwbkKcRVIl06fYQFzK76q7tHA+EqMmDeV1MRkmXuhDay3UDJWFcGQz5qWBWyfP8csJzn2wt939uT9/1fnRopmK0MVsRjAKP9+PKs1hRLvHrCWj+CHxSg9BiqHRpEkFKaE72XeKUlNGsipmSAlCBKPQBTawF9Yo9gU5kypLbJ18jTGB0aV4psOodTipCW0Jtc57MU46WEsOgp8oIblkCNOye83yPdzay9dTilxZ0qIhOVHj2lUvo+laxsip0qioobHy8VbDR2ekyjAeVcRai0WlT3JxK68N+6xStQezZ7TXYupPUsxt2VfKnlLG4LGRmLH9674vfFkrujOLysfYbbmBGCLJKOLCYWq5IaivBsLMYQo1KNZiIapX6SAySk4d/hwbzXBSH2AVH+KooEglgDjfVOSjQPV1w/UDgQSwq3FXVqhKjyLurMMPltDLXjFNI90jMHNPXDkx7U8D9q3YWIZzEQjpIgTS12JdGs8ibMQL2U+koJpegOQqKFKoRdG7lMfmbqRYjSeR6lLyJ8Mkk9qImQVRsZqMaqOEUN8auscZf+axk4D6riV8NMhqeeVwG7l5SUZ4reNH4rkcTmXqQJYbqlRnwiNP3hnSM496U5OqTPVsTXg+l/fFzhCrTJ4BBqrvagnTNgKPUGuL/XNNOk7oj3b42xr9rmZ4HLCvGtytAg1H/2wZ56C/nmPPMvrdlEqJmGnoHLmJmCYSe8MwLarYrWSDzv/2lqvnR+VmU+GPxAubdwaz9Pi5YBL7x7K7BSVQ+FGhnm0Zrhvc0fDB3nf35/78Neen1bM5o8cAK6haS2xk72Z9wjst5JtCvVE+Sb5mFBiAKE2TjFSNgoK+26thVSmWQu4psVS7UUauoQiKUKD1D6g1kraCVtIZDuEgvNEEQeEpsaHYbcKN4S/CtGOjD+D1VLI1xfeoMR7cWjrjbDXKR8K8Zk9ASpU57F73RxWsYJxUhw5XxcS4lP+fC0bQL4qnsxfFb2qtYP60vEZhauhPJAKrvpLP2T2sREBU8jd3DzR+VnIKM7RXsew+RcRSbfKBkrR/LPsRdNYKbaWou1vZ9fYPqrsosP2PW0vnkqwUT7cVNGCsPlzRdLda4AGDiE6q6Uj1ux3+xRyuK+LjAaUy4bqCoBhva/ROgBLZJZQXcU9+X+N6GRPmoIltlrGvkfFgahJ65sm+EtvHrSbMkxQXhahfO4MuY089KLKVrxGmsl9OlYxXs5WA6PEkyQ7Q341LzZsaf+alk1UwP9uyebFAfdyTd5b6qMdfiSo4VpAmCZU05lqmIeHUi1dzLWIiMyjZThyNpNFAlbFrjTNlF68yppMCHE4C9RsRApmdpvrVivjPS8I04QsIXn05hcdebipdIswisYzxw0RTXyuGf7PFfDnBf9ZTfdUy/dUV/ejorltibw6pMrHO5GlAX1dcr4/BZNxaE4s9yNxUjGeRdFWhNAyf9TCYg7Aq1jD7XtOFKRxFwrv2g73v7s/9+WuO/rF/jI0mzBzDwxn+pCl2EQ5JGNoLGxU42E9QwmMNU0dsHXHeiFp2r5CFUkA1uXaSamL0wdohRSeSa1P2koru8ZT+fEKcVEU1+gOObSmYuRIvox4CbhNQEeLePxrFC6pSFiTeWDrexIH8U98mqlXE7YL44YoXVftImDnCZG+30VLUE/JaxHwIaBYIvCLVplCRJG1kr+gFDgIoGdfKx8TWHNB2dpeLP1IK7u6BvHaxUjTX4hE0Q8b4fOieUyloezh8quRmJjl9+AmnAqbIBnKlMZtBIPOVIkw1sS32GSMABBAYQ3LqAHv/UKe5ELUqT3ryJJK+mTL8aSmFYCbxWvpVIxablWLyjRBu9Ajtc4caZOSXjfgqq5u7xI1wFA8WE+UV+mVDfSliojiRsSkPBhHMLEcJfW4z0xe6dPTgH3jyJDIeJfEyTlKx/Uj3qYOiujSkNtN8tCG5jN5Y8jSQJ4HNiwXZJdzXDWTwoxWAwjQfMHRhGdFPOlSG6XFHdWlwa3ldwiJSP6+o/usEU0Wqa4G7r/58BDqz+FJSTVKdaZ87sW40mXDu6Z/PBaxuKKp3VcRlkJpE7g2zbyy5iWST8ceR7ccRv64Iv+zJNxX9xyM33x3RXbaYlaF6LSAJeyk5rdVbR/NWC9RhOeJnYjuJJ4Ewy9jbsj8fFM1XDdU7K2NnhWSg/rcbUfL2WjCA9+f+/IzOT3aayYmdw+4SZrwT91AupqZPuF0QkHsZIUnyiSJVTgqrAhX1XbGjdKAU1WoZx1JSVRQaUjwkquwZsuxrb1WK4ShdcDbS/abKFJbtXQe5Z9iKeELg8jpk2O8IrRQXXUa2JLC3HaobxTbjDNXNIAV5jGStBZTQGsxQBE1KnhVw6LbJ3ImEUulgk+xP08TJiFvdKWL1CM2FR4VUnocWcdCxZjjSVCspwLNXFDh7LnssEWdlI1SmfW6m9uXC6DkIfPYRbVk5shIVMUhx1IEDwzY0Cjtkmhv5GYWaw43Bhzi7J1kwei8amMdDh1hdK+KjRH1VvKOVIjtRtuZJpHq6YvfnJdoLGEGPiupG0306olcWd6uJJ57sFGq02LV0n0FB2jioE+6ox28r2ktN72rad5r+LLH5ZRCBjssFdSejcbXThKOIe6vENtGJ8rR7JK9d/2pKnpSKMGrmDzes4xSCZnjiJR0FizodSZ0tRByBt4eLBmVg+25KnaA/S2RXfiaTTHzi4bYinInC2AyKlOD272RnaB529KrFbZSMR2vD/6e9Nw22bV3vun7P+76jmc1qd3f26W+b1psISSAqFliUhYIQqEhT0RJBApaCWgUSxEIKy1Ir5QcRLQVUUIFglQQoYwklCgFJIEVILje5ue3pz9lnN6ufc47mbfzwvGOuda65+64U9+6zT+77qzp11pp7rrnGHGut8Yyn+/+52TMOlr2fqjn7SFQfz4cWWTmWL52qBK1ZqgLTTkBGoXloGQ6EWEfcmcEHYf7COeuzluqdiu6FQTPNKuIuLONuZDhM1I8s5t4cvvWc4Y0Fi/0N/YNdDdrzQPSCf3mFfzDDHA6411vGCsynl4wf7kiDwR6Xpmbh6eLxPc08cGKGhN2o84dJmlH5POAyTVXGxurCP2wDlk5oCmKsChlsdKp2cteQLHIgSWCMME2gTvmv0X3O6sIz7FdEa7Cj1+eKIP0IMZLaWsududdK1J1J22VR8pnd7pfaLmBWQYO20Uw6uVxmzT1Pc3QO09qJbSBoEI+VweSpYbfyW5EF3RNIkCf3p/4TkEXotXfotpq6OiBl+0B0huGw1sy4MRir9mLTuT34bF7NyUHYDoZ+36kS0KBZbHU2aEm1arb9T5OHn8aFUK0jpo9bu7TQCCkryKggghpgJzHb4+931KzaZAPt8QmaUIdFZP/uGWfdPgjUd1eEV5Zsng80X2gZdxL++R5OKmbfeMrFq3vIhWV1skf7UANhfK4nntZsPjQg55rJ9DcDsna4U8O4H4it7gPKRpA++1P6GRKFYTeRqsj6Ra0S2FWWRGwjcSdQPXIkNHOVoAFzuDtSzQf1oczi+NWpwQRLd8dTP3KsL/YwFvWWXDnV0O0s9Ib2oWU41B3IkLV+k02Y5Yh93ZFeyHYzvSE9oxq7qUrY3RHfROp3KtIMMIn2rQp/Ykm7geG2vofqkcM8nNHf8WxuadVCujyJYBLdz+3rje+hp/nwGeuzFuaJ9sVThi/sI1mX1wzC6tEcUrYJO6qI86hqSzcCzQPVz7Ub0d3OwRGXAWMi4c6Ae7vGrTQYhrfm2FGQm5HoYPaWCjk0X2zpnvFUqyf3e1coXIfHBk0zpPdkGFO/0mxGvcCPeuEOjfYJzWAulX5yyWcaINHp1ZgHYHSCFitZeDsHTHdllMigwgcGZDTUx3nFow9a2hVdicEY7Scawa7VEHhSFjK9Z/PsEj8zVBchZ6MqtiBDJDmDn+fvOZJ7kEJazFTyr662AzspG1NPjiw6uSu5vKsBU8Xb9RzEbFKdHIQql1GDYXA1GKF+sMFcbJCmpka/NrR2WwqVqDcfzYM1AMONOaE2uC6oVmlrAO2BQp2PUbYi8cmRvTe1IjAJP6SYJ3OtYEhE0WGoahN1VzOQhQ30oh/qbCQ8PrlUM7nEpq9onr9gc39O/3DG8oGwWqjajJ+ralFMwmrVEuuI3RvhnYZhP+lwj0C0iZ3DFauTPdU+vR0gZJm9CaNDLamJmFMLS7AbrWpUuz3jsZaBpxWKxRcq+v2k6xSglZUq4ucazEbfwCKXgE+dunXsee0Vzg1N3pus36oZbnvscsR9bk4yiXE3apD0QkBFGMI84V5p6W5nvd2F+n+OTcSMQnViSCcWk9sFzQNDeq5nOHfYXpC5Djdp5SNP+J5Y3FrLsmGW8Et9/x60/F1FNm/uIHsj6cJx0u1AGzGdoTo3+J1E845azY0v9gSbIAjDrYTdGfFrvcEIDbpf/FpLuOm5OJmTNiq/Oe7o+UtVZO9Vx+leAzsB/3yPP2qxKwNNwF1cS7SsUHhiPF6wfVAxcAz4herP+oVVD0krjDMhukqHW4KW/6qzAbsaiPNafTIby9ZtxKhcnmwGlcerK2hq7Um21XbNQ8UAIpKiZj9jltubVk/GgBiITTbHrrR06k46JEad1oVc9tWLv0Ttta73DPW59lgke08mowLvdlDBg1Q5UltdETzIvVsjl9O+ld0GTHMxICHg9+cqNhCSytUOOtCRlnoOxoUlOt199PsNdT/m8vTlsZohguQp2yFq1juOuMbR32y5eK7R40+JcWG2pfApu92abi8Ntk/b9z8uzHaSeJIxBF11mdaFQqW6u8Zp6dH2KgC/1Z99UkjC2kj32g7VoCIHsdYe2PrjKgguQbAbITyqoY3EoxobhbCM7D1/ytn5DLM2nN9fUj+3ZkxzmjtrhrcWiAd6neiMdWI89FAl/MJQHWcrKwPpokZmAU41w7IXhvXzAXdmmL1rWH9zx/KTagM27CVC0J6xudOR3pptzbBjZ6DW3dxxL5HqxLDrsbNAOKsJtzwyD6QomDMNdmMQdd45h+GOlmvTxqoP6F3NOO2za4bThvadCtvB6mWv2d55gxH9uZsqYm9t8O/MVbhj0Ndrv2HF5q0d0jyw/NmaWBk2z2smbi7Ut9S+XWMH/XsMMz1P9sWNWoN94gQBhns7uiP6zIamHQnB0NU1ySXcmQ5ISYLZa1W+oQlbR5W0CCz2N5yNO+zcPWf9hT3CeoYJgr8xIheOi48Va7DC08XjxQ1Coj4dSJVh2K10OfpIjRXjfr1V2CFnMZphJugHzDASntkDwIS4zW40S/OkrtfMbdESrQVjiM5se5hmCCBhO/kq/YgYo0Lxkxatle3zJSZwBgY1XU5Wxdfdxm/FFMbdCrfJyidZJEH1XS+/T5yp5ik+l4AH3ScF3jM5G7+k18qYsCsdj/c7lQoWXIyMO7V+jz7moRpLv5/7vcN8q387lbO3Igj5sbScIRcq2j7s2OwdqrZgk0ep8ZfWaLpWo9lirHKfMqkTy6THq/+PRFHz7uZoRCK0R7pCY7vEuMzOKVazzScp2G53RtYP5zgvpBc3mCRsaLAbQc4q0kJL1qlKmJs96X5LfaJC4DIIJ2/tYtfqptG8UxEfOcJNTzhtaE4NfhlJJjHc0D1LtzPiO0fYDZhBdzmJYB+qd2Z1IYzPD0Rfk0zC70b8EhUPeCaS7vTI/YawiFBF0migToxLnYRNLiInNea5NX5wVK81DLcS3HPYqBO5yQu0elzjQkUB+mdGZDCYuce+0TLeGnUq+FGFe2HF0FXU9x3jTiR8wwY5ahluear5QLpf4fcCrBwhOagji7csJ98cscuR9UpFA8RGQgPjbqJ+aAkzlXuMbSTOoHrNsX7Jc+fFI959d4/N0Qwb4PztHRBoHmj7Ib4xZ+hVrzjt6h1WmEdSnUgbS3cnUB9bwkHE7wr2sCe907I2LZKg/9Q+da9OLeN+yPub0NwrPc3C08VXKM8G7EVPqiy2sXqBHqYeW/3/F/EOSf+r895jDpLThGt0BmkdaXBI24C1Oeiarfk06MxEsoIMWcB9Wp9AMzydpY+I5P3MLHQQa4tUduuuMvltagCyVOee6kwVfzSjzXqxUyabM8ckYFKCwWsAzgFSlY/M9txMmWdsK6RWcYZUq1eouxgwJyuqlEiuxc/NVpquOYm4ld+WcqfgF6yuwYTG5PPlSC/u4bqlHlvS/uOkENQeDYxLh/iErWTbd4wuC30HXRmRMO3GavZq+4AbA7FxuLXJGWokOcs4N1TryOz+qBO1SXuik7DFk8B9foZDM8vZ52dcvARppsNBdm2Qo4rQRt1lPKuR/ZEhVtiLbDsF8GwHxw3DjUCqI9UDLZX6RSQsogqE3zdsvnWjIv95xzM83xF7FTpIDlIb8Dc8cr9RB5PnwqXCzoNap5GPa9KtgaoKjJ0jbZxmaKLOKfUD3SkNJ0vSbY9EYe9nHMMeqrRjVbLPVzq8hGgP1Yy6OyoJxoOAPVXNVrc29Ksa96AmzBLc7ag+ucB/U4ecV6RXF/gbXn+uK0v13Ir0uSUXL+bz6wLDRieO7YOaME+EWdTJ7zbR3lnRv76kPjOMOzrQcz/cgFlW83G5F7w/YN52BEkqbmC1tO3OLf7QI4PBnurzk1NJREaD7A/Eey1xNyCSmL9t2NxKDDc8VCqgz6i/b+NemZ4tPF08PmiOk7uIXnT93G73Eadynxnidpk+VkadUHLP0Yy60C/ZcBryysasJs0bDXxj0AsQBhHN/mTUXUayKlDK07aSctaZA9llFhq2QgOxNlvj61QZYmXweZ2iPh2QfsTvzRiXTueNvJYn3Zm6KYRFrUF08Flc3l4p0+aMNiQtD1uXJ3XzxKwIhISZGsGV02BuBbuJ2Ky7m6yWireviRpvS6XrLMYnNgcGk0ui081EtQrqV9pl4ffJL7TVrLDKQzzjDGIQqrVml7HSXU0d6PLY8x7petLtXfSEo0IPgOui9kW9oXnUUzWWYaeiWj25i5cZVbM1VomzPXUzMSPY3RF2of7UjM1z2S0kCHJUbcuI6cYAKwfvtKR5hCZijzVgxplmluKF5GB9N5IuKtzugGxUk3U0NVQJuzaYHsJcsG+0hDbR3wnIoP06udORohDXWfP2YY09MyrwEWHYV0FyFYhI1KfCsK9Z/7Af6W9FFq9rVhv3PObMZE/PhO119ccvdZo79ha3OxBGdUUJdYJOpfd42OC+MKM/TKS1QxYe7wzVA0d1IWyeC/jXF1igPhPCXKiqwHBvTntkGZeRcSdi8xRw/cgynu9Q9UJ/oD6dw6FO0R7cPOf0iwfEvZH2lYZuZukPdDCKCHbpiW+1RJeYHWzoz5c6KSv516wX0jyQTmu4MSAXFWnMQ1c2QXulB+AS5lT9OwuFp4nHpg/mbEOqHWF56TQw7FcM+1rC9DMdfBn2KvzCbWXvQqO7l9vSY31lwCfq/qNOzebdTptXQ/JgTarU0giXy7E+KwaFeFkijagEX4hb8XbQlQ/9vmbrujJNkobG6t6o08eT6HRrmLlcFk3vdXHJ2XJ0WRWnslvt21i7XBqNOUvWGwWy32icOcbDOWHZYIeYB32EYcdcZn7oYJKf6ZrMtEdpxrTVPpW8smK8GnvXJ153O/PwFVydVk7bgY/6IousxzyMkW9w7GZEhhHpVfUoOiHkY9DyrwYFvzAMe/pzr1Yet35yTU2/SPhlwK11lag5Nlu/0HDh2DwfcDc3mlVGzWJilQjzBMc17b18L5jQ/ujza91/NCqYoPZcEfZGZO7xvbqGDLc9qY0q9xa1ZEmVdOdxrqXflLPBcFYj7zZgdO/QeKE/DHTPDzpEdG4wuyP1YUfYC/g51CeCXRsNCIPZHh+DITTg1lqaD7VO5bq7a5XOy2sm1Vn+3YlgliOuChrUnh8Iex6zHJGjiuZdpyVOdPpWvDDuRFYve+I8cPHuEnuzpz/QSdhUJ/xuUKcY1ITcL6OqTQmYXsUiur93Q+UWjyrit1zklbAEkpjfXGNfaZEX1tSnhvGLO1qartSsmqQ3Gu1Or6s7ve7JSlKBiPaBSurZOkJnqe5VVBfC7B1LofA08fie5rrTFY/DJcnVl/JzJu/JzfWPXaJge6/SdqIScFPAnHp0U9apU6j5Ahwj0uXdyawdG1sNRohAurLLOQ0ITe4mw6jTtqJBNjaOyRVFe4PknUTBdSoyr8NM2rNJdrLT0kDpd9vtpLA973RYprLbbLZaec2AoyoSbbPLGAmLJq+IhG3PMyXyYJMGvtAaNgc67WqCpT5N28lcUDeTaU0lOvW83DK955xJ2k7txPxMaE7j1u5Lz3MgWZfFExJ2iMR0KXcYZhU2Rj33fcAOkc2tWnc/+4SbhNkTjEuLn6tQA0/whn88yJKIByq0PuxF4o6neqPFhjwVfLEg3Rixx1pmTBa42ZMGSzqtNCjWUac6z2twCXzWnZ2p6IFtPOn1OX7fE1pwJw6/E/JEbYQk1O86lX8L2WlmMWLvW8xDlc2bvVKrHdhSj3nxuZr1C5p5yf2GYa4nrr+pqymL1w3nH/ekNtAPlfaKTSI2kcFNfXU938OxarymaPGDpY4qoWdXhnhSM9hE9eE1nDRqEXbSIhH629lSbKGTsv6GlkoliNqLnlvC2MD+QBya7XPsowr/YgerinhrwFWB8azenpeu0nJ17CxOErK2auG2cmw2S5wDXpnT31RhBLszYl5rVU+5jfDWjO5whB1P85YaTMfdQADWy4SpA+lBQ313zTjO2HnVcP6hJ/d7Vyhch8cGzXR6BnWFqRymsjh04nRcOrVuavTCrSLSjln2lVTpNnPZNxwjphsxfQ4SU9k1lz3DXCdo3VmHyZ6zMsnv5TKsyKSckDTrjFGHfrI+7LRmonq4OXNNeQhp2uuMZltmNj5tMzNArcUqo/ZmRnuTMgZSqwbasbY6JDRp7oroSsvdBcOuoTkN2M4z7lRqYh2iBqqg18XmeIRUZWm6sNW+9XODW+uQkN3klRxRYYFpslf/Y7sOYvtIPUSao6ksrNnmtFIjUYd3kgHjtT9qshBRbCypnmEnCzavgbV9FLIKkd5k+FZl6abHnuQgEEmQVh1JkhPqY4s5qvEL7YsdPHvK8bu7au1ltey6eMUxdC3Uif5WQKJoC/rMEeeRaq9nPG7onh9p3q5w58JmVsNOUANqNGsynSHOdXoWSQwVGnCjENoIG0d/K/9Q68imNdgLQ/P5mvULntVLnvqwYzhuqU4McbAklwi7gWQS5/9EolkMjG8umN0Tultg7zuG2149Nw+83qAEQUaDO9fyuZ8lxt1cjk6QmohdeOJbM2bHhv6bNvjGUb+r6kLRJaiAux2s9c98/rpl9bEBEyz29obxwYyw75E6YB7VuA30FxUyGKqHDeHDG4iCvzli889jei3/xgLX67BZOByRtcWd674qCZqHFr8/MB4ENWX3QjgYoVd7slDrjUnzZkV/R42s01Gj61R+zuK+4eyjWkEoFJ4mHluejX1P6nU9xK4H3PmA6b0Oz8Skd/wWQqsBNOXdxElOL2ZlHom62zk5lUyiBslahpsL+sMKv9QpObPqMOtes7os2g5oAIVtdqbWY1PPNWJXg4op1GpynUS/jwwxy/1FTFbwUUutK3+MAjGLv6fK4Jc1fllr9kruw7orpypbgYVZxbCrKyxJNDueAqb6i3r9b+2xG0996jn9kOG1Xw/HH2+01JV9Kt0qbMXkTZ+y5ZpmlRI1uE12auiK5jZgTnJ+U2m4OvNUF5FqHXVQJd+8JCv5Auzw+81lmdzDsOcIraE+HbCrUbWEfdqWRafJ2yeB9GbrSLLz4hlIUkGDuz1IYvXTh5iZZ/9wxfI1gwyTCAcqYXdkSTbRvF2xfD1nWG/MqR9ZpDd6kTZocB4Ntpet+o3thPqBxZ3qc+3a6ARrZ8ALMhia+06f2wTciUW8sH7JIwsPdSS8vqA6spigk9XGC9IZ7FyPuT9viMugbicvbRgPItUjl10/wD3SqViV1ouMNzzsDyAJ08lWlCKsXNbBTdg3W6rlwHAYcPsDsU2EeSScV6pgNNcd5r1Pasndj5Y0U6szLiqaR4b++REazZrHnYS8PtM+Y4IwGC2pzj2p0V5nshow3cyTKv0ZDXdGMDoQJG/OdDp5ZUgHKuYgQUiHg5aD0ayYKIjTvnX62Iqw7+lu5uEiV4Jm4eniK24OiwjJ2cu1iwTufMSMlugEP+gen+u0zyYhbUUCxqXNF2KfM0ANSLbz26BohoDtZDtFK2N2F8GBNZi8yxiXtbqirActzWbxgem4ktHMUAUWDNar3F9yBobcB5xVSNLJ1mTNNshPwzx0idA64txphuxTlrlL2PWo2WZl3xPMJcA410xTxoDJikdm8Mi6g2GEumK8u09/6Ji/mxgOHKsXEov72qOy8Ur5dRv8VANWIqSkU722j7iV7q2FxkKVH896tsNerZO+SY/drTx+4bbrLNovM1vj7OnGwnidrLW9avT2N7TvazudqLSb8ERl9GwnkE2yz9/YxbbQHAmrW2qIPL4wYO41dJ+d0X80UJ0a+oOUy/FavpVeV1DsxuU9w4gZDaYTzGjoDyIYXe2IFWrRlSdvY6Oi72nhCbmH5zYqXi5R8PNE+65l0zhkJ1IdGaoTizncEL+4ZNwNpMEw3lER9ObNivmxJRzNOb3RqFDA2uJ3I6lzzN6xjDuJ/kZANpbqQndTU5WoTi3eQpJEtTJ5nQikirh2hL2e8ajF7IzYV+dUCXxoqI8s/bPqxdk+MISLmu4wqeTfsUXuNSweqpVX9+xI/40D1Zstfp5UGWkRSRXYRxWxTdssPA2G5pFh/FCHeadl/vma/qbDprwCdK5qQP0NnVKmiYwCrFWAIVk0SD+02jft9bwHo20Tf3+G8YK7EPo7kfnrpadZeLp4vLjBwT7MWsLenMm3UuXntNdXnwWqvMTvZxa/sLlPiJZoTnwejkEHcGTKMs12UEittVSujfxvOqGa+555nUSmCdYcxCVEnciVPIRTG82GTzvirKK/OcvC45YGNEMeNdNMItsJWwzEtsrHpr3XYAyxyf1Hb3KmOGL7SfXHbsvBO6+s3qNClERUmOFiTTo9Iw0j4hxu3iJ3WjV5PjEM+4l+x7B412vQmtZfYsoZRnaUMZdZ3nZYqfPYlIhRtXZDY9U4OyTGVo8vGajOE827a/xew6RTqwpNOhQ0BeltNpnL61P5ethz2E3EhCd7ty8J9Zg04G5t8A9nbGrBvVuTXtyQHjaaHc6TDpMEIVmdUO33NdhMog6buwGXl/WTgbCMVDc2ajb9ylwdQ2YJ2gQHPemshlrNlgexyOFArJ2Wii2EeYAmEjcV5kJP3CSGwP05VUCHW/ZGqtmIfzgjTvq4RpWFolFT6/aexYyW1Uu6hmI6gbsdm6rGbAwy91RvOMbbAbwwPjNgTtSX00piPG+oHjoqQB5alf+7GVRNR5Jm7EtPd0cHcpoHlp2ftpx9VM9FdyMRDkeqxcB43hAPPdJZdXM5iNT3K/rDCDsj1dvqxTkeRvq7HnuvJcwim0YNsxevOGJNVkoSQgPViUU+3MECxoez7Xvu7gb65wfco4pxP9Ded8QbI7IzEjsHG0v/kQ4uKrVFKxSeIh7f01zOwap0nl86DQjZ+sr2gZg0a3EnG8xeS5g5TNDAMYmoS9JhnJD9HGXM4gM58KhVlpY0SUnNqLdye2R9Vw0UWNFjsJY0y6srWVxBkq6CMIyIM9MkDrGSy0GaMagiUR4emvRijTGMu1q2Mr0qt5g8EGM79dCUdQ9NTZzXiGi5V6Iel7qyVDpcE/OQUj+Qul7fS4yY1Yb6bIkZLbOHYRsMU971nIQStBQbt1OzyQrSRWwfCa2luzNTkfwzLZWr60z++spse6UqmaYBVZKaV4tP2LyvObnOTD8fyYLuZqx0tcUKMm3FWMEvn9wdf3Q5YF4I8fUF3OmpXtUsKL3b4jbC8MwIQbALT1rlfxNUOm4jdHc9Zq1auuO+ToYGgfa1mvFigVuLlgZPLHYA98Ay9o2q0Rj1xUxVInWW+kJ7cnYtjHsQvTDuJuJcb+zatyrG3UhYBvxLA+bdBveopn/GQJWFEAyQIJpE80AFCfrDiO0lZ8iqetR8Zg67kTCPuHcbLb0+qnQ4qDPEHY9JEL2hfbNSZxSTaM4M3Z2I6fTvzs/AXhjc/Yb6HHwL3e1IfwBuJcSXOsLKUT2oiEcVUquIOqJuMWZjNWAmePbOCfeqXcLa6epIziYl6DmxR47Vh7Ta4c7098QELS3LW3NdSakjsrZsXhx1EClPm1cHPX1eJYuDKmfVjwzjUMOtntQ1T+z3rlC4Do/fWBdBRpW9AxUUT06wqwF3tFKBdiMaSGLC9AFC2tpISdbDNKMG2Ul7VhKYtZYZdWVEJ2RT7TSYVVdiudGgCGyDH0ZUgm86Rh8vNWmzLF91PmK7SHPksX3QTPPkAh6ewKMTZNVtg3doHd2h4/jjNeu7jQ7w5OlfzWStBsxZtVUtUjcVQ2osqcmSe8Zcrr9YC1WFWKMfGw1oNvdY3TroTYSP23JpdHKl7JvF0gfN/HS6VnubJAityxZmEXve447XVPfOaUcKeAAAKjFJREFUmb19QX086LTwzBJmRrVkvVqkSdAbFdN7vYEYg/Zhkw4RDfuVijNsAtV5yNlvdml5QqQs2zfuJppH2nMbP7wBLtcuzJlTo+WVZjipivg7g6rjfNOFlktHId3psWuDPaqQc0d/Wy2zhoOIWRvcuWRfTA26fhlUOi8LDEx7lmGmPbd4c9BpXZeQVvtx/e2QBRMc9o0WuxH6Z7zajw0mS8rlwbQutxPytK9bCWaj6ynVmaE/jMRK10RCkxhuqs1dcgn2Ri0nX1S4xtM9O+L3PDHLDMY6EnaCllJHdAq4TVy8FFm/mEVJomrviiSkjoTnO5W0ayK7ty6QqDcEMmahkRsD7zzcI/QW6a2ujARVOgKd5h0+ttFhnyDEStdXZITm7po4i7hHToUONqLH3yS9iTkYSa/NsQc9clLpf2tLaCHOA+mopj56cqIahcJ1eHxPs3KkimzIHHX5PgcpRo/ZjMTKEuaahW61WIP2/CSp2o6ZypYpXar9JNk6fsTaalZqDUYENqMGH2e1VxmjTtMm2Q7cAO8piWJFRRAkD19sPO1Zdn03qNXXxYq06TTQAuzvAirKMCkCDUvD4m3Vx9zuac4ccV5pSbg2mr3lkqntswRf0vchVpAsRmAqB/0AzpEqR3XSERY1fjEJaGuf0q6HXCLOWUetJerqQlWDYJrqFUze+QRyeVp3Rs06v9fppiSXnyf3lmSEmJ1TZAxbQYippxsruRRn32gAZcp+UVGEJ0VyieahZfOcz1Zsai8X64Sca5CSoMGmOlJXDKqEawJ+YYirGuuS/r6c1phR31d1rrqydi2YIHmxX8vT1YWojNtc8PnCnmYBWVnCLOLOLcN+Iq0cdm2yKHyiPtwwvLPQgZznetLa4U4s5sJmlx/NyJJoaTYZ6J8ZMRtL3DiG3UR1ZhhMw/CMGlWnKmJPs2jrrRGfBJl52sVA//pS9x9fW+DyuYpOs/PmgWO4EYg7ntgY3IWunVwavuqAzngYSG+3GNBp3WXAnTjGtw4wO/o74Xe0zOve1IG1tIw0jyxyJxF3vQ7vjKLHcl6BTex/yrF+JuFFDbjDZ5dw029vngHcw0o1eBeel158xGvxFtWrM8zLqsyUNo7qnoXoCItId/dJih4XCl+ZxwfN0SM+gLMYa7FWFXbGm3NkaDXL6fx7hlK205xJh2fshV7Mw26rvUAD+KR7mdPaySRyMJUMR6+9U8mZZ9DSKilt9WeBy+f7CFGIswpBy7wStc8kIYFPl9/jatk36VSv5qwt7aNxm/UZH0lB/S8BYqV9w2FHd+vSDNxGtsE21iqTZ4eI3XjEWqStEN+SjNE9U3858RsaDdTV+Yjp1PjauLyL6iOSxRhU/3fUwAbb8xsro2UCAzG57XsNM80UxScMMU85q5tLfT7qzygLSCSjr6M3MlyumDj15nSrsK0SuNPuq/ZL95WQQdg8q6XnzTMRd+zwAE2kezb3G297ZGVojoRxCd5bVU9MQvXAqTD5npYu/S0dyJG1rn9IsDBoCRiXiLcGuj2LbCypDVAlUkrYE0fzyGBG2NzRkqldqyycO7XIsaW/6XGdEOYROapJuxqw4kKzULMYScc1rhM8EGeJ6pFjPNRVF3luQ7+qVHjhTG+mqmP16xxvecy9FqkT7WKgW9dUK2Fo9Xevv6X7kPVBxygzyANDDHlg6cDjjl0W3FeNW79M7Ny54MLvghfsiSPd7vFAmBmqMxWScCeW2CT8Sx0pCCkYhsMBGRyytmChOhdYWaJNmCB0N2B4boRR6G9qGbg6ciy+5ZjT1/aIdZYJBIyLvP7ZOyrjaCA8aEkLr8H7W9a0/3DOxuq5LxSeJh4fNI2B5JHRY7qBOHP6kBHiXKcyXTdpvbHtp5khl0M7r5ZfKa94uEQSHbKBOgc9tn08QPuSMWqW6/QPKmG3CkBToNwu20/xM0/PSs5yUy6VphgRH7Kgu4NarbmkbUhT0A2aSU2rGbouYxh3Kvp9S3sccBcjoZomdaHfVfWcmVf5vmFHRdT93GJnVtV3uoC7GAjz6tINpQ+YIRIXVt9GnbP3mLZ9X3fc0z23ZNyxuFXMykBomTqkbd84NOaKn+mlOILpPGFRkcRsJ4OrVR4mEjQbtbJdqZnKs6p5qz1MtwrERkuh9bsr5GL9Vfh1ux5x1+vNwWjAJhZvGU53RJV01jppWu0M+NGwmmlAMHc66C312zXDYdBJz0ZLsPbUwssrQmVJa0esdGJ2q/NaRbjXqMA5YE7zKscyMuzqxKnZ6LGEecRujE6GRmAUwkKF1hE08Oa9TtMZ6BrsIPhWM9pUR8aF9vdsL7ifmeNfHCEJzUOTdWC1PNu8VWM8bJ7zdG8vkCCMexGzM9InoTo2DHfVWcT0hvpM6D++gQeN9uXPnUoQet0xrY8sw83A+YMlzDVbjBuLfbslzfQmc7gRqPZ75NW59pVfbxkPA7iIvNNiRgiHuoYyHEbcuUoSygD9jUjzRr3Voa3OhfWzkbMv7EOViItAOoxUb9bEfKPgd3VtJzV6TvxugM6xeilAEM2EC4WniMcPArV5uCVEDaC5BBury/WTaI2WAi1aFu0ve3VqEF0RFjWIXrxDXokgZzzi8zpDnMqJ09SsrqhsMUAUldLLaylUjmis9mdSUnPqmJOxxpLE5HKlZg4yaxGrKj5MWrjWZrm9QLDuUkDdCicfrehuwvJ1YfkOVOdaahp3LHZIuLySoRmbMM4FP4fZI6FagV9Yhv1a1zr6SD0GEPXN9K3BDkk9MmeVSg8KyBgJey1+kVd6FobmOJ+bLKU39YHNoFlpf7PV4JnAdp7Yuq3zSzKavdr+8uJjzzpd2dmdaWZqwK49bnWZNU96tvVxf3m+nxQC9NMNSmLYg/bWBv7Rjlp5ZRHv2ZuW9QteS5SrivqeI1ZgLyz1qeAXutM43vTUn18gDXBzIDWR2WcaYqNTuuNgcVmaztoIj+bq1tFGwv4I3hBtwh07qjPRcjD5BiSJZqdJMBtdvwJo37GMO5erPfWFMOwl3fm8sIRdTxyFcVdF1VOlwdLP07acPHug3qHuzOqS/62euzdPuf9Td/B3BtKhp/3Mgv6GxTzbsTm0yFlNWgSag47x7QUSwO973JGjv+2xewPhtMacV6TDkfpILdI2jWBXWmKO0RDyDYRfGN1XPbNI4NLLVXQ1J1mL34lIMKTDgcFVegNRR8JC92WlM7iVwSewJw4/T3ndB+rdnnAx1x/74QDeqCjFJuvOlpbmE+flH/iR93z+6n/2a9+nI3k6eWzQ9DsNttKBl9Be6nmaIequozPb9QvT60AKQFzWpFmFyVOqoXUgUJ0FzBC2EnuS0FJhTLqTOaj82LTeYvrxMnAa8rRr0JKxCKnSsmSKeS3lasAFJsNrfad22gm//FpntxJ9W4eTrGYUKkN7HOlu6Z10sprZGZ9oTkZsay/NpmPOBKdWq4CfZe3dPEHsRPC7De6kx/ZBvTBzluyXlYqvG5141dUQ8I3Q9JfBL+Wp16lfOQVZ28VL3dpBtg4stvPqLJOzb7UNS0g3wKZDZjXSVkQRPVUx5klelRh0K4+50LJsmj25KUb3UEvgZtAeXJglwmgxk/D5M9lNZC+B0aCSTCJ8uCOcV0hvGPbyBOdupLnnGF7uSd5Ab5HO0N1WE+f6WBhXjvGm139rIdzwVEeOOBgtXz7XETYWf1NVndxaBeVTFVVD1htYjtiHDfEgkuaenkqnUa1WRbra6TT0wiNdpVnzqMM+tlPT6eFmwGbR9upcb5aGXUN1LvQHCftGy7vvtIS9oILpLxjCRzakzhHOtMkgvfb9x7cX7H9aOP5EbgcsI9WJJSyFxZ0V8Sf32Mwt/fMjaTFgXl1AgjQa0kOH8yp6EV7oqD8/o3tpyML3KtYQqxwYWwM7I3HVqGC8oLvSo9HBpY1WiUKTSMtAGrNbzyMNnkNqkNsD1iaMDfiTWve2XVIT7vEJ3qwVCtfg8ZlmZQiif4xTUInTcnzSvmSY5YsBkGYVkwVYqsy25Kraqxa/qDB9UI1W2A60wKTkY3WqM2Y5Pmsv7zSvap9OJVqfhUjJGepk30XugZKDa+5litP1im1PL7++ZO/MWFvsasT0I9xYUF9Ebv604DrNYP1S77Zn76yRMTLuVJp1x0R1EVWN5lzLt3G6KUAFuM0oDLsOuxqpHq1JsshZ6iRwr+ci5NKuW6ul1+xepzq3lck7lvn9hwSVlq/desRT6c5rvhERr8L1ZghbEfrk8nCPNUiuHEz4hcNtvEoc5p5oErYShU8y05zKpCQNiG4t+HdbNdPeTVQP1OcyzFWgIFkdhjH3GlhE5EZPWDuqNyvAqHLVyjGJq/sdlXbzOx63qrXM+YzaVqVTR70Shlvq+BHaRP2zM1KlF/7QJoZaJ4qlM3Crh+NaJ3x3VLEnNPqzl5mH+w1xrj/L+swgRzWbux5xeUo2aCaMSbhHlSoZPTLwbWfcv7WgOpuml7PtmVFz5/5mwJ5aFcoSVOov6GBO+46je2Hg6J80iBet0CS1F6vrwPqdJY0FbKJeDKrNe2vEHjtkZWlfOqfvaupPzfBRGHcj4lRdajhQKzN3YZEThxkFf1KDoA4pe1FXcUzCvVvrJG1QxSVz5gh56CjWuq88RlT44Jk18oUFzccv6E4b3KNKqwZdCZqFp4vHBs1QG4xRZZ1+z1Ktog5BxESs3Xb/z/qUe2IqYQcaNLbuJjnDMUNQpZzsr4kxWRLOYLNg+xTAQIeJ8Gk7QaslXaPrJjlwmm64DJbvGfTJX09670XfiL5GXhHBRx3QMWC81YA5ZiGEUKmvJnnC1AmxEeT2LO806gpJv2e3Zd2pXGs8DEuhPo80J1l1ZxJv2AxUp5Zxv1WXkcaoXF5SFaBkBLcJWaHHY9YDUln17bxie+Z36ryaEqlOu0sBip8vwIWkQ1IipFm9XeuREFVm1UdiY3H9SHAul9yF8XCG6cK2ivAksCuDe2GFf32h5cBZ0uxuP+LriHSG6tRQXRjW3+iJztI+NHS3tPcWO4s7dgz7WquPux5zrtJ38dkO93ZLmEeqh2qsPt6M4A3tjQ0dM8Ym38A0ibAT8KNmXeLR3c0mYlaWOA/Ye2pB5s50aMUvtJ+ZDgbShe4/0gTk3OJblYYTL3BaESv10bRzT1g5zAju2NDdivyyu2/xY48+il8KbqUKPfWRQWoIOekPSx2Aqx9YDfIPLMNzI6FJ1O9WmEEYP74hJag/P9MVFmmwBz19aJCNIT1awIGn2e3oB4NdGTZv7mA3amWWvCFWCVcFvNWpZj/Lfd7lSHjQkJYec14x3NQ9T7VPS1RnKjyCyUILER3q2lXlrv6ZEel1aCncmxMPA1zUmAuH3wu40ys3zYXCU8LjtWcrQ2jMVpnGz2RrPB0bi59XekcdNKDpPmQg1JcrHACmCyq9t/HbXieQrb2S2lStesyqRwafM6momaRMwgXxck8TLqdtx/z8ePm6KkOnqyCTfB8x6msYo04q2yA6nQlVKYqLhri/YFxWWzcUPzOqLpTAt8LmZg442bB6WBrGmVzR2tUEWP0s2QY2CQm/cKSZSgKqWbSWVeMksJ4DsWSfz1g7Jk3Zrdau0XMeK8O447SkW2mvVndWx+3qyXbbIMb3BlMfLiePIfdI43s0eaedUO1p/4J+r/6xkCAM785VDzbAuB810CRU2LtS67TVyx73To1bqexgdWZU37TTm7V4oKOX5tTpcBEQN470fIe72THeHnWtxWr21j2aMX/dQVA1m9gk2rcrotVANe5H7IXRgNlG6geaMaVZ0OGiGt1XHAzmYc3sLUd1YpBzR5xF2odCujGQ5ir9ZwYd0AnnFYuba8ZlorsVifPIT/6Nb8SeOd3R/PAa8RqQF5842pZvJ9Ufv9TjdxuBIQ/PWeieGwmnFXGtNxChTZi5Jz5owUDzSANg9cgxdBX1I4u7MLiN9lTDMmrm+cDCq3OqE6N9WqNZ9N7umrjjdZo2gYyCO3E5YFr6W+pSY3qhfWCY35taCBpU7ZmaoItXIYv6yGqJPOg+a3phwzhVHQqFp4THl2fzVJztdCF+0kJV6y3JF9k8gLIZwUeMtzhzGVjdSoXaxV8OB2GyoHqMW8sqRLZBEpszpmlYZ9qrzJ/jL/+QVHLP62NOBw8IIYsL5Nc1KZeo4lawIFZZ7ByDWJNF2YVhVhNmNkue6RTgtMOoZWYtv1brPDRTZaeXmKjW4Faa3fR7Ft8K0er3UCsyDVDdszt5lUOPRzVN9f1sBe7HAL2u5Pi9GXbVYzZj/rnku/aNx+M0oPqIWQ/bwJhsDnTT51MWChB1yCssm23LVwXwQfoRl1SDdyrv6us9OUWgsIjI7gBHDZu7AXvQEw4gndbqivGMx88juJg1kGH9oVGNl891Od8feORMb3yQRHWv0inQIMibLSmBE13OT05VcGTQXqXEbPQcdZezOTJ0NyNVFihg0J78eKBle9d6/J7AiQa59h3dj/TztFX8sWvDxUc9DJbZqxUhZ512bZi/IpyZOSagyj+govLoUBOvzql6wX4iu7ssPPZ+jVl4Yh1JQYhJ8Lciclbpe4mCe73SYHngOfzoEUefP6T5OS01+1lCvFZE5CMreDDTfc+ZthnCUm+YUp3YPOupH1rG/UjzQCXu5Ljm2Oe/x5jL2Q91stnujXBiibueoVHBfDtYup1EutsRO80gzaSlO4N4q6d+rcGsDWHfUz2okC/OCHfK9Gzh6eLx2rMbzTxM0B6X24BvdcrTrXSlJM4cZspuYiK1+fNtbyxnL1NJFrZCB9tJ2OyLuQ2KoB9fLdMa2U7c4i4v4AlUti5GSCZnvfHyueReZ3498RFMhEqNsmOtu6cqXYf2O426i5ittBx5gVz0gpQzzmFh8DM9vlgJF88J9a5gO2jOA2AItRCdZp8+i72r0bNl9tBTnY3EulaD6dMB8VFXVELCrAdVIZr6r5ErmTG40x679ioyX1vM6ZWbjlwR2Jp2gwZLZ0izamucfdUtZvpZpaCSfNEKbh0v9YCfFF5ISTVNZRT8qmL2eoV1MO5G7d/lydXQ6j6ge71iyFO187ctw75h3NMF/djCeBio9jvG82a7EpKytZiMWgJOlZYUY62CBIyabW3XU6Jme8lCcuprGRYRf17pbqWA3w1bc3BdEfFUp/o3Ux3pzVh3J5DqhL1QtaD1XV1VsYMgd0biUQ1JcLc6fN8SnZaK48lsW/rsv2lDvKigCdgTx/xtw7gDfOs5vcyRg4F0Uuf3YXj0ygFm1JteRkgL/R2KbSIct8jOiLnlSW/OtQ+Z7bxMl89H0ky+vxMwD3StpN3t6U5a2BsxxyolCCBvtLqTWQViLqV3d0cVwR8N0lvqh5b+ttf90TpijtTTNbkEvcEvIu7CQCg9zcLTxWOLbm4dsNnlQ8XOVdrNdtqbJF94k6D9tFwClJDU8SMPliSbFXvMtKoyLRSKXrT7MQ/1pGwonWXptlmT5P5n/gOapO2M0QBqrf5/Gm4xRqdj5UqgnUqTo88ZsZY3tUQq+IUKzo9L7U92hyqtFxotzfrWEKusmDNkmTLRLBQuH5sCZvNwoDkLtCeBahWpTz3VKtDvWta3DcOOlnP9slKnkyHqEFRQp5HQWBVrGPTmJFWGsNeq1OCU9cVLoQQ/d8Tdmf7X1peBMqVtpk82EZ8mau3FgBljzpiz+PtOQ5xX9PvVe+QCw6z66vzGXQebkKMamXlMr84m3a1AfYYu/9/TyVRzoZ6f/a1wuQZiwc+TTqWujYoOeK02hHfmuCPtbTZH002FUJ/oUn91YrOakooVhGVEBl0x0aldj+2F5kj7cMlq/3X2ZoVfRMIs0jy0xEXA9hqUJQnjrZEwS8we6FRodUclAbnbE5aR9FxHfWJoHgrhvCJVCbc2jOsKuzY0z64wg2AfVbAzgknElUO8sPMpFeM//5gnzBLdoxlpHkhRSLOAOxeodXjHjLD+2ED3bCDsBDbPefCCO7VUbzbwuQWLN9VqTUXuI+lOjxwOWy3gZHNPFghfWFLv9qSNzao/ojcDvejg0tpR3+gYbgTadyrqI0P9Zo1ZG4YPdcio58Os9evdRrAbHV4ygzAehPcOABYKTwGPzTTNViyAbcDaSq9Vdrs64pe1yuyJ6G5mZZHxSnCc9jbhcpoVLrOXlBAf8k6hI80tjEC8LMMmKwjmsm9JLlMGQZfscmDMWevW/zIP/UgIiM/fa1C7MROiygDWBjuo6bNv9b/QQHsMY62B0XV6rMYnmiOvO5g7Vh0sbmp22R4l7JhojkfsasQvnIrDG93NNGOkOQ1U68ubgfSlVc8IyRrCTFdh3OB19SZaXc0RQVIucWeVofp0YHNnxrjfqkhDpbKH2x5ymr4ukXzErvrLnnAIGG/BGeK0QoTeMCGCn1v83NA+enLSLGmu1lru3UbXPCTRvtaog4lLhDmajRrweRfS9MK41Exx2I96Md4dcW+12B76nYTc6QgPG2ynLjPGi07m5ixT0d5pmuu0J8C4F0hG/TXHZwa4V5NmAdNl5Z6Ffn1z32rPbqO7i+7CMO4E7KnD9EK/D9ztGVa1WpFlKcDUNRgP4w4sbq9Yv7lk3M/fX2AcnN7dJmg/17J5eUDWlvaeJdTgLgzmuTX23SXuLbfNuI3XQO8eVIS7PaNBe545i0ytrsTEGsKdUWfzfMMkLo8BWwV8r+9z2E9aPl3mv8EI8ZUs51cl7K2OMKh9nlsLZmMZpNG1m6Q3KKnRPr+pAj7VyGwk9TVxJ9ALxH2PbCxxb8A+qLcKQoXC08Jjg2Z0BjuOqiXrDLF57xV+moidjJ8B7btNEnm1y7q16XJo56oY+xQAu16Ve6pKlYCM6EoEkxG1qv1c/XpJSbVm4bKsO5V0c7apB5Sfay00ID3b8mW/X6nIwKh7jDFPyLqN7tBFp7uSqhCE9vwiW+EBM4LtoX0Is0eR9S2DGaA/qKicoT/Qkp0dEzEKJu+cRTeVgLWs6zaa9frdJg8XCW7ltXQ8r7Fn3TZbnLLuNL1Hw3t2aBHBng1bw+8t0ypOjBC4fA1AjConGQ/R5OndLiCDau3Gurpcd3kCyMbizrVEZ051pSlW2iPUrBHs0mtvzOvAU5gnLfN5h0SBUYgbhxjNPBkM6bzV5/Ta8+tveUh2O6mZDPT7CX97RM4d7kLwy4SMOkEqoyDHlQqeX6j5tPWov2VvGJeJuAzIkCfIK13sD3sec79S3VsTkfstsU3EQQfm4v5IT0V1alhfNDRHdqsC1b0wqDxfmzTwHkbmn6/V8Hk/68TeHGk/vaS763VqfB6oX69ViP5M12ZEEmZlSHd6YqqYve3UBLuNpJmeH7OyjMuo536u5Wd5tMA0Wg73e1riruvA6tGc0ArmmY7woNWblc4x2+0Ybc3mec/sTYftDJu7MZe1tewdmkQ6bagvhJFatYW7SXoQzEYwhwHZaK+0UHiaeHymOYT3rICY/rKEKj5izja6vpBq7YtZITZVvsAHZDMgRjR4NpUGQh+Qsd86fzCMpHEk9QNIpybRMWl51Ype66c1irq6kqVGnbSVKxnmlSlbyRnvNC0rQVdnpKm2qzD1mae6UNGA2BiMF6aKtesioRaqoBqldoRxpj2hftfg2yu7q5XQ7Rtcp5lmdLqTGR3YQS9+k+AB2fT5wbcZQmtpjoSDz4Ht07bsartIRHuKzBzSV7paM4yqvTurs7tXFomf3Ev6sA2WMu2yXp04ns6PKhlsdWj1eaqpataRVGUj780Ia13Of5I9Tb24grnREx81uFP1Nk1umuYVUh5Ii7MAbcC81kAV1b2k08Exc1Lp2sgsD9QYDYB+mbAd2I0GQ7M22+8bZ9pTS0vPMBPsmSXOI+bmSDivoI6YE0d9qibXvo409yqqC6G/GbELjxy3epxk8+sLBx9akwbLeFFj6sT8bUN3WGm/cHUpgZiC0L3UYx/WxNs9knJWaLS/2r6jVmabZwc4V3GP+q2K7vkRO/fImy1xd9TMe1eHjeojSzpriRWE0bB85oLVoqV+tUG+aU33aMbBs6ecfuFAe5yLiAyGMIvEWqiPDeOOnvtxVePva/8VwJ9Xqqu7TLgHFd2FxbhEdaRTsKuXAvWRVZeYPt94tQlqrfLojaiq/1RHjnEvYLzgH7akm7rvWSg8TTy2pykhqsvEVO6MKUvepW2ZUwY1aJ4mOLevOll6mTxkkwXXCQHpR6TrdYBnWiUJgZSSmjZ3PdIPGhQjWrK8si4hX7qTOX2cy8OS+6OS+6lXpf/SlYRpkprT98pWVMD4lL0uNUusV5FQ535Zmx0rAltzZgl6TG6Tg59Mz8uSfEl7njY7lKg/ZaJaCX6RWN22DDsmT+IaNfSeaS9x8snEmDxYFd4zVDVZr9UnA6YbseedOp7EvLLjg57jMesAW3M5VBWjqgONeUIx77aa3l+W1kPCroetlduTQAbBzxOz2YA71zUFv6uWV/Uza0wvyP2G2KqYuzyq8XMVBzCdqND4TtxaetUnelFOt3vYG7VM2yTqY6PZv1ELrUnVqX3XYWeqCpSyPKT7Qkv98HIYKzQ58+wsw41AfzNSnxjMa2rO3D4U9fFsVJd2PG6w7zSYc6ulyP08mb0INHfW2sP78AYxWoq2HRiXYKWlXQmQmsDmwwPrX7LB1IH9nzXs/yOz/SsOZxVhFuF+Q3dbS9QI+I9uMF50kjcKIRjmP6NiEd1FDU3g+K093FrY+zlLfZR1cS8sqY6ERn1Km/tOqwArXZdxL66oH2rAT5WKTbiVWoCp/Zqeo+GGatWOt3w2KTBbcXpdfcl/my9prze0WjWQUaAqTc3C04WkVO7kCoXC1z1f1xfCL9WbvcrXqfbsl+1HFb2NQqFQKBSuSQmahUKhUChckxI0C4VCoVC4JiVoFgqFQqFwTUrQLBQKhULhmpSgWSgUCoXCNSlBs1AoFAqFa1KCZqFQKBQK16QEzUKhUCgUrkkJmoVCoVAoXJMSNAuFQqFQuCYlaBYKhUKhcE1K0CwUCoVC4ZqUoFkoFAqFwjUpQbNQKBQKhWtSgmahUCgUCtekBM1CoVAoFK5JCZqFQqFQKFyTEjQLhUKhULgmJWgWCoVCoXBNStAsFAqFQuGalKBZKBQKhcI1KUGzUCgUCoVrUoJmoVAoFArXpATNQqFQKBSuSQmahUKhUChckxI0C4VCoVC4JiVoFgqFQqFwTUrQLBQKhULhmpSgWSgUCoXCNSlBs1AoFAqFa1KCZqFQKBQK16QEzUKhUCgUrkkJmoVCoVAoXJMSNAuFQqFQuCYlaBYKhUKhcE1K0CwUCoVC4ZqUoFkoFAqFwjUpQbNQKBQKhWtSgmahUCgUCtekBM1CoVAoFK6Je78PoFAoFApPnpd/4Efe70P4QFIyzUKhUCgUrkkJmoVCoVAoXJMSNAuFQqFQuCYlaBYKhUKhcE1K0CwUCoVC4ZqUoFkoFAqFwjUpQbNQKBQKhWtSgmahUCgUCtekBM1CoVAoFK5JCZqFQqFQKFyTEjQLhUKhULgmJWgWCoVCoXBNStAsFAqFQuGalKBZKBQKhcI1KUGzUCgUCoVrUoJmoVAoFArXpATNQqFQKBSuSQmahUKhUChckxI0C4VCoVC4JiVoFgqFQqFwTUrQLBQKhULhmpSgWSgUCoXCNSlBs1AoFAqFa1KCZqFQKBQK16QEzUKhUCgUrkkJmoVCoVAoXBP3fh9AoVAoFJ5eXv6BH9l+/Op/9mvfxyN5OpCU0vt9DIVCofBUIiLfn1L6k+/3cTxJvh7fM1z/fZfybKFQKHx5vv/9PoD3ga/H9wzXfN8laBYKhUKhcE1K0CwUCoVC4ZqUoFkoFApfnq+73h5fn+8Zrvm+yyBQoVAoFArXpGSahUKhUChckxI0C4VCoVC4JiVoFgqFwmMQkX9ZRH5GRKKIfMf7fTxfS0Tk14jIZ0Tk8yLyA+/38TwJROR/EJH7IvKp6zy/BM1CoVB4PJ8CfhPwo+/3gXwtEREL/NfAvwB8M/DbROSb39+jeiL8GeDXXPfJJWgWCoXCY0gpfTql9Jn3+zieAN8FfD6l9MWU0gD8EPAb3udj+pqTUvpR4Oi6zy9Bs1AoFAoAzwFvXPn8zfxY4QpFsL1QKHzdIyL/F/DMz/NPfzil9Fee9PEUnl5K0CwUCl/3pJR+9ft9DE8BbwEvXPn8+fxY4QqlPFsoFAoFgJ8APiYiHxKRGvitwF99n4/pqaMEzUKhUHgMIvIbReRN4LuBHxGRv/Z+H9PXgpSSB/5t4K8Bnwb+15TSz7y/R/W1R0T+AvBjwDeIyJsi8jsf+/wio1coFAqFwvUomWahUCgUCtekBM1CoVAoFK5JCZqFQqFQKFyTEjQLhUKhULgmJWgWCoVCoXBNStAsFAqFwlcVEfmjIvL788d/TER+df74V2THmJ8SkZmI/GD+/Aff3yO+PkURqFAoFL5OEBGbUgpP8numlP7IlU+/D/hPU0r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", 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" ] diff --git a/src/poisson_numcodecs/codec.py b/src/poisson_numcodecs/codec.py index ad6aba4..0d2bc20 100644 --- a/src/poisson_numcodecs/codec.py +++ b/src/poisson_numcodecs/codec.py @@ -18,13 +18,15 @@ def make_anscombe_lookup( :param input_max: the maximum value in the input :param beta: the grayscale quantization step expressed in units of noise std dev """ - xx = (np.r_[:input_max + 1] - zero_level) / sensitivity + xx = (np.r_[:input_max + 1] - zero_level) / sensitivity # input expressed in photon rates zero_slope = 1 / beta / np.sqrt(3/8) # slope for negative values - offset = -zero_level * zero_slope - lookup_table = np.floor(0.75 + offset + + offset = zero_level * zero_slope / sensitivity + lookup_table = np.round(offset + (xx < 0) * (xx * zero_slope) + (xx >= 0) * (2.0 / beta * (np.sqrt(np.maximum(0, xx) + 3/8) - np.sqrt(3/8)))) - return lookup_table.astype(output_type) + lookup = lookup_table.astype(output_type) + assert np.diff(lookup_table).min() >= 0, "non-monotonic lookup generated" + return lookup def make_inverse_lookup(lookup_table: np.ndarray, output_type='int16') -> np.ndarray: @@ -69,7 +71,8 @@ def __init__(self, def encode(self, buf: np.ndarray) -> np.ndarray: lookup_table = make_anscombe_lookup( self.photon_sensitivity, - output_type=self.encoded_dtype + output_type=self.encoded_dtype, + zero_level=self.zero_level, ) encoded = lookup(buf, lookup_table) shape = [encoded.ndim] + list(encoded.shape) @@ -79,7 +82,8 @@ def encode(self, buf: np.ndarray) -> np.ndarray: def decode(self, buf: bytes, out=None) -> np.ndarray: lookup_table = make_anscombe_lookup( self.photon_sensitivity, - output_type=self.encoded_dtype + output_type=self.encoded_dtype, + zero_level=self.zero_level, ) inverse_table = make_inverse_lookup( lookup_table, diff --git a/tests/test_poisson_codec.py b/tests/test_poisson_codec.py index 673f73b..bc97c08 100644 --- a/tests/test_poisson_codec.py +++ b/tests/test_poisson_codec.py @@ -1,3 +1,4 @@ +from numpy._typing._generic_alias import NDArray from poisson_numcodecs import PoissonCodec import numpy as np import pytest @@ -11,20 +12,22 @@ def make_poisson_ramp_signals(shape=(10, 1, 1), min_rate=1, max_rate=5, dtype="i output_array = np.zeros(shape, dtype=dtype) for x_ind in range(x): for y_ind in range(y): - output_array[x_ind, y_ind, :] = np.random.poisson( + output_array[x_ind, y_ind, :] = sensitivity * np.random.poisson( np.arange(min_rate, max_rate, (max_rate-min_rate)/times)) - return output_array + return output_array.astype('int16') + +sensitivity = 100.0 @pytest.fixture def test_data(dtype="int16"): - test2d = make_poisson_ramp_signals(shape=(50, 1, 1), min_rate=1, max_rate=5, dtype=dtype) + test2d = make_poisson_ramp_signals(shape=(50, 1, 1), min_rate=1, max_rate=5, dtype=dtype) test2d_long = make_poisson_ramp_signals(shape=(1, 50, 1), min_rate=1, max_rate=5, dtype=dtype) return [test2d, test2d_long] def test_poisson_encode_decode(test_data): poisson_codec = PoissonCodec( zero_level=0, - photon_sensitivity=1.0, + photon_sensitivity=sensitivity, encoded_dtype='uint8', decoded_dtype='int16' ) @@ -32,7 +35,7 @@ def test_poisson_encode_decode(test_data): for example_data in test_data: encoded = poisson_codec.encode(example_data) decoded = poisson_codec.decode(encoded) - np.testing.assert_allclose(decoded, example_data, atol=1e-3) + assert np.abs(decoded - example_data).max() < sensitivity / 2 if __name__ == '__main__': list_data = test_data("int16")