From a490aa10222b04d5646b373ebc87952a68cc0c17 Mon Sep 17 00:00:00 2001 From: ngastzepeda Date: Mon, 22 Jan 2024 23:25:21 +0900 Subject: [PATCH 1/4] included code to visualize logs in wandb --- notebooks/cvrptw random policy/temp_dev.ipynb | 1065 +++++++++++++++++ notebooks/cvrptw random policy/temp_dev.py | 93 ++ 2 files changed, 1158 insertions(+) create mode 100644 notebooks/cvrptw random policy/temp_dev.ipynb create mode 100644 notebooks/cvrptw random policy/temp_dev.py diff --git a/notebooks/cvrptw random policy/temp_dev.ipynb b/notebooks/cvrptw random policy/temp_dev.ipynb new file mode 100644 index 00000000..2c9a5a2e --- /dev/null +++ b/notebooks/cvrptw random policy/temp_dev.ipynb @@ -0,0 +1,1065 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import torch\n", + "\n", + "from rl4co.envs import CVRPEnv, CVRPTWEnv\n", + "from rl4co.models.nn.utils import rollout, random_policy\n", + "from rl4co.models.zoo.am import AttentionModel\n", + "from rl4co.utils.trainer import RL4COTrainer" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "scale = False\n", + "env = CVRPTWEnv(\n", + " num_loc=20,\n", + " min_loc=0,\n", + " max_loc=150,\n", + " min_demand=1,\n", + " max_demand=10,\n", + " vehicle_capacity=1,\n", + " capacity=10,\n", + " min_time=0,\n", + " max_time=480,\n", + " scale=scale,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Start rollout...\n", + "Done.\n", + "Finished run with reward:\n", + " tensor([-2982.4963, -2476.8958, -2823.1755]) \n", + "actions:\n", + " tensor([[15, 14, 0, 18, 17, 0, 2, 0, 8, 9, 0, 11, 5, 0, 12, 0, 1, 0,\n", + " 3, 16, 0, 4, 0, 13, 19, 0, 7, 0, 6, 10, 0, 20],\n", + " [12, 13, 0, 2, 0, 10, 18, 0, 19, 5, 0, 11, 20, 8, 0, 16, 4, 0,\n", + " 7, 15, 0, 3, 0, 14, 0, 9, 0, 17, 0, 6, 0, 1],\n", + " [18, 0, 13, 10, 0, 16, 14, 0, 12, 5, 17, 0, 8, 0, 9, 0, 7, 6,\n", + " 0, 20, 0, 2, 0, 1, 0, 19, 4, 0, 15, 0, 3, 11]])\n" + ] + }, + { + "data": { + "image/png": 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llwutvVxwrUFMxI2MXmdg3cIN7Ph7FwmHEyktOuuN5O7tTlT7ZvS+tScjJw/DN9CnXs7528oynnm3mLxCO2oVjOtTju7v19HlF2MY2JrYhweAXIa3SkXK8GHsyrRz6z+p4FdC0yPltPkshxSHksTXemBXyvFN0RH446mKxR2IV3hhub+1M+4EKjJ5Kv5td0CBjTu6u7Jktg4ccPRoc5o20xI9IoPMXDsPjffgu7cDLvt9His0M2lLAbHFtipiJchFztvdfHkgWhpzJeqOJFAkJOqJQrOVkzoTCWVGkg0W0g1O0VFQITrKBDsmQaxSEO5cZIBGLsNVqcBTpcBPoyRQ6xQdEW4amntoaeXpSisvV7TKK5MueyNQkF3Iqp/XsGfNfpKOp1CuL6/c5h3gRasuLbnptr7cPGEQbh5u9XruP1cbePqdInIK7KiUMGmUBvW+TziyLQYUcpI+n0SBvxvIZEyJCOfn7t1ZHGdg/Jp08C8mIracAZ9kEWPXYL2/FfHNfPhhpD/d83R89+RechNKMckUrPKLgNubOE9qF6HQDI1cUaaamTPYg6efC0UulzFnTh4vvpiHSgVWa3usVpH2o7KIT7ExbqgrS7+sPhuyLsQUmJm8pYCTJVXFSoirnA97+HJPC2n8lagdkkCRkLgI+SYrsaVGEktNJJc7ZzpyTDYKzFZKrHbKKmY6hAv8NOSAWiHDVaHAS6XAt8KNNNRVQ4Sb0xyslZcLLTwk0VFX0uIzWDVvDfs3HCItLh2z8WzKr3+IH627RzN4/ABuGtcXtfrKBOsuXVfOU28XkpVnR6mAKeM86Kpcw4L35mO32fEc3ZUNE3vgkIFaLidm8CDaeHsz/3gZk9dnQEAxoQlGxryfwU67BnUzTw7c35bW/ipOTHP6OC2euopD82J5Nu5Bbmm3ipzmwQwuyeP5H3rTcVQc4oMtUanlWL9qWqVvUVGnOH3aSufOWg4daoEoivS8M5sDx60M6K5l0/ygeveH2ZNr5oFtBZzS2aosO4a6Kvhfb1/uaOZRr+eTuDGpzf37vz1PLHFDIIoiuWYbcTojCRUeHWeWVwrMNnQ2gTKbHbPdcQnRIcdNKSdAq8JPo6SRi4pQF6foaO7pQrSnC1EeLqgl0VHvnDxwijXz13Fo82Eyk7KxWWwAyBVygsIb0b5vW26eMIiew7pfMWO2M6zYXM4TrxeSkXtGmLjzyLA83r73BeZlF+Hh7U7el1PYq3ZeS339fNkxaBAAcw/peXRrJgQUE5RmZvwHGewR1cgUcrIebYfM4mDV+EaV50pYn4raXUVgKz+8BQuup7JoRhme3hq0rgqMpTZsvud7QMXFNUejOUlMjJnvvy/ioYf82LekMSMeyGXdThOdx2Zz8K8QlPV4rfYK0nLyLqew2plt4oHthSSW2sg02rlzYwGyjQWEuSn4tLcvtzWVxIrE5SMJFIlrElEUyTY5Yzoqy9pX1F0pMDvL2hsEO+aLlLWXA5oK0dFIq8ZPoyTIRU2oq5pIdy3N3bW08nYlykOL8grf9CTOIooiBzfFsH7RJo7sOEZuWh52oSLlV62kcdMQOg/oyPBJN9O+d9sG69fqreU89nohadl2FAqYNMadj2a48M6kN3l6zkHkchl9n72dz3oFY3M4zeaX9erFmFBncOrH+3Q8vyMHAorxz7Mx8a004gQlBoec9nO6csTi4LEunkR6O2d8zAYrZdkGmg2OQLAK2JCjljnA4RRmYWEuxGeVg6+GPw+WMb7r2Zu+Uqlky5Ym3HRTCtOmZTFhghfu7krW/hTMhGfy+H1VOa2GZxK7MhSttv6v7b4hLsTf7RQrmzONPLyjkCS9QHq5nXEbCpBRQIS7ki/6+HJrpHu9n1/iv4EkUK4yWeU6ssp1AAS6eBDh7nvDViUVRZEMo5WTpc5ibynnLK8UWqqKjgtVmJXLQCOX466UE+yixu+c5ZVIN01lsbcm7pLouFYQBIHty3ey6c+txO49SUFWIY6KQGGNi4ambSPpPqQrIyYPo1nbJg3ev3U7ynnktSJSMwUUcrhnlBvfvhnAsq/+4PbQnxBsAq26tMA45x4+Ki4Ah4Mmrq4kDBtaaeD21s4SXt2bCwHF+JTZmTQ7mQKbjAyU9LsjjO9sSny1cr64+awp2r5vDgPQ7YH25MUWYkGBh9wBdpAr5Qwb5kf8r7nQzpf31uqqCBSA/v09uO02D5YtKyMiIp6iImdx1t/+1wh/n0K+XKin6eAMTq5pjLfnlRvqB4W6kjjB6R6+Nq2cx3YVkVomkGoQGLUuHxn5NPFQMrefHzeH1W98kMSNjSRQrhKxxdmsTD9OSllRlddD3bwZHtaGbgERV6lntUMURdLKrcSVGknQG0kpt5BZbiXXbK0QHXbKbXbMlyhr7xQdCkJcKsraV1aYPbO84koTd80Vn96XuHzMRjMbftvElr92cOpQAiX5JZwJWnD1cKV192h6jejOLZOHERRRfwGdtWXTbiPTXikkOUNALoe7Rrrx3dsBZMYlMLHVdPIzC3DzcuO5719milJHabHTzv69tm14MTq68jgvbi5izqECCCzG0yoyeUYSNiscRkNgYxcO39oUIcvK72MDq1y/R3+PQyaX0f6uVsT8EosVBS4qAeygUMmZMaMZn3+eDqKDuFxbte/hr7+a4OFxnOJiO/ffn8FPPzlnNb541R8/bzlvfKmj6aBMYleFEtLoyg/3wyPcSI5wipC/Uww8tbuIdIOd5DKBoavzkAHNPZX8cJM//UNcr3h/JK5vJIFyFdiSncDvSQer3ZZZruOHU7vIKS9ldGT7Bu6ZE1EUSTKYiSs1cbrM6UZ6bll7nbWiwuwlRIdWLsddpSDUTXNWdFQsr0R5uNDGu2Zl7SWubUqL9ayZv54dK3aReCSJspKyym2evh50GdCJvqN7M3zSzXj7XX0/ja17TUx7pYDENKcwuX2YKz+8449GYWP2XS+ze9VeZHIZtz0yGuGJodx2Mg4EKtOHvbXaymM9tb6Qz48WQmARbg4H9z+ViNIsslPtitIBk36/iSnbSxkQruXmplVvyHnHC/CL8kEul5N+OB8bctw0MjCDTCkjNLTCD8Vgw+J54UDglJRoAgJO8vPPJTzxhC+dOzsFwutP+uLnLefJt4tpMTSDw383Jiqy4dx/xzRxZ0wT5/LOkqQynt1TTEa5nUS9wE3/5CIDWnip+HlAAL2CtBc/mMR/EkmgNDAJpfn8cY44CXH1oltAJAq5jMOFGZUzKqsyYmns5k2XgPALHapWCKJIUpmZU3ojCXozqQYzWUYrueYzFWYFDDUoa69ROOuuhJ8jOsIrKsxGVQSShkqi44YmLz2PlT+vYc/aA6ScSMFYZnJukIFPoA+9b+nJgNv6cvOEwWhdr50bz86DJh58uZD4FBtyGYwd4sqP7/rj663kt/8t5psXv8dmtRHVoRnv/vUG/eKOknoyDoDJEeHM6969yvEeWFnATyeLoFERLgp46JEEtCaRowGeWApsvPdrLybu06OSw7I7Aqvse3pTKnabSJvbogBIPlYCgLvG+btRqCr+r5BhzzKCp5q1seUMb3v+Eom/v5IPPgjihRdy6dEjCZvt7IPN9Pu88fVWMGlGAe1uzWT3HyF0btPw38kdzTwqs3wWJeh5YV8xWUaR+FIbvf/ORgZEe6uYNzCAboHXzjUjcXWRBEoDsz7zZGWK3tDQaMZFdqyMORkW2pqNWadYnBwDwNrME3T2D7tgTIogisSXOsvaJ5VViA6TlVyTlcJzir1dSnRoFc7llUg3TWWxtzBXNU08nDMdrb1cCXa5cmXtJa5tkk+ksGreWg5sOER6QiYWkwUAmVxGQGN/eg7vzuC7BtJ/TJ8aFdVraPYcNvPASwXEJdmQyeDWgS78/F4A/r5KEo6c5oGxs8lNy8PVw4XXFsyitHcU4Xv24MCZPnxw8CDaeXtXOebdy/L4I1EHjYrQKuHh6Yloy0WKmniTmWLh1nsjWeblQWlqGR8M9MVbW/Vz2fOV8zfe56muAOSmlwMqPCrqBJ4RKD4+SgpP6SDam9f+KalWoADMmBHIDz8Uk5BgpWPHeI4caVm5beJoD3w85Yx+JI8ed2Sz4edgBvS8gFttA3BPC89K/5Rf4vXM2ldMjknkpM5G92XZyIE2virmDQigc4AkVv7LXHujyQ1MqdVEbHE2AD4aV8ZGdjhPfPQLjGJFehpxpUYO6wTiyk+is0KeuaKsvdVOuV3EelHRIcNFIcNdpaSRu4oATUWFWXcNTd20RHm50NrTlSDX66fYm0TDcXzPCdbMX0/M1sNkJecgWAUAFEoFwRGN6NCvPUMnDqHroE7XtGg9cMzM/bMKiE10CpMR/V2YNyeAQD8lZrOVmbe9wvblO5HJZIx6YCQvzH2Ggdu3s3PPXqBq+vC5jFmcy4oUPTQqRKOEx19ORVUiIIa6szfFQuNINyZ/0oXo77OJ9FIyo5f3ecdI2Z6Bq68WzyDnEkhJkRVQ4aEGGyCrSA9u186DLVuKweHgWLb1ou/3xInmaLUnOXrUwty5hTzyiH/ltpED3Nj2azADJ+UweEoOSz5vxG1Dr37A6uSWnkxu6RQr350o5dVDJeSZRI4X2+jyl1OsdPBTsWBgAG38JLHyX0MSKA1IodlQOXvS3rcxCplzELpp3TFO6Iwo5DLyzTbAreI/OKBzTv2qZDK0FRVmg13OlLVXEe6mpYm7hhaerrT2ciHQRRIdEjVHFEX2rN3Pxt83c2xnLLnpeYh2p/RVaVSENW9Ml0GdGHHfMFp3u3g9l2uFmBNmpr5YyLF4KzIZDO2r5ef3AiuDRJd8tYwvnp+L1WylaZtIPvjnXYp8XHBb/jfWivThpb16clto6HnHHrIom00ZBggqQK2E57/Mw55mQu6pYkOBA5VazoI9Q+mz1BlQ+8+djc47hj7XgLHITOuK5R2AcpMdcOCmAh2gVDvHhqlTQ50CxWLHLLv4cK1UKtm6tSn9+iXz6KPZ3HuvN+7uZ/fp08WFmOWN6X57NrdPz+P7d/x54I5rx+hyWhsvplXU/PkqVscbh3QUmEUOF9louyQbhQw6+alZOMiflj6SWPkvIAmUBkTO2dkSQTw7/1FsFfBQKbi/eSOsdgdxpbkUGHPxUtp4tm0XBoQ0fOqlxI2J1Wpl69IdbF68lZP7T1GYXVRZVE/rqiWqQzN6DO3KLVNHEN4i7Cr3tnYcO2Vh8swCjsRZkQFDemv5+f1AQoOcw1xSbDIzx8wmKzkHrZuW1xbMYvi9Q5myfz+/HEwHINLVlcRz0ofPIIoi/RbksDu3HIIKUCngrbVGSvYWI1fKOBLghTWpnM/+7s/vmTYSim3c09qNtoHnm6zt/vwQAL0e61z5mkUAJY7KMUKudlY4njAhiPvuO4Ysz4QjwoPt8Ub6t7xw9kvfvu7ccYcnS5boCQ8/RXFxVR+Zti00xK0Npf2tmTz4UiFFJSIvPORduw+6AXi8rTePt/UG4NNjOt6O0VFkETlYaKXVn06x0sVfza+DAmjuff5nLHFjIAmUyyShNJ/1mSdJN5RQajXxaHQ/OvqfHdjNdhvLUo5wpCgTg81S+fqRogzusndBo1CilssYGuLDK+3DER0irx48ip/CWWtkcfI+tuWcZFyTjrTzPVut1OFw8E/acXbknsZkt9HM0597mnejkcu180QkcfUxGoys+3Uj25btJD4mEV2BrnKbm6cb7Xq3odfIHoycPJzAxv4XPtA1TGyChSkzCzh0wrkEMrCHlnlzAgkPcQ5vFouVN+59ly1LtiGTyRgx6WZe+ukFDIKA97LllArOJax/pw+fQRRFuv6czeFCE7KgQhQKB19kakhd6AygFW+PIuOPDMY91Jxuwxsz4n+puKtk/DK6+sJ9J5YlIFfJiRoSWXl8m0OOUk6lWJQrnUJFqVQik4EjtgQiPHh5RQk7Zlw8PXfx4ki8vI5TUiIyeXI6v/xSNdA+orGKpE1hRI/IZOaHxRTp7MyZ4VeTj/qq8HR7b55u7w3A+4dL+PBoKcUWkf0FVqL+yEIhgx6Bav4YEkSou3RLu5GQvs3LxGoXCHXzoU+jZsyN23He9sXJMcTr8ri/ZW/8tG78cGoXKWVFlAtW5iXsYXKLnuSabAS5qLCJdv5MOkSB2QBAoNaDx9r0Z39+Kt+c3MHLnYbT2M0bgHWZcWzOjmdKy174a91YkXqMz2O38HqXW1HJFQ35EUhcQxTnl7D6l3XsWrmH08eSMegMldu8/DzpNqQL/cb0Ydi9N+PpfX07fMYlWZn8Qj4HjjuFSf+uGuZ/GEhEY1Vlm7+/X8n/nvoSi8lCRKtwPlzxNmFRYbwfF8es2BMAeCmVJI0Yjp/2/GUDQRTp8EMWJ4vNyIILkCtEFrgHcHSW87fe9o2uzHntBBEtPHj9ux6M+D0Hix3mjwqo1ihQFEUKE0oI7nBWvBQllmBBjkYtB8dZR90zaDRyzJlGAGIyLNSEpCRn6vH8+TqmT/ela9eq37W/r5KUzeG0HpHBB9+XUlQi8sO7l18J+UrzYicfXuzkrE79xoFiPo3Vo7OK7M6zEvZrOkoZ9G6k4Y/BjQiSxMp1j/QNXiZtfUNo6xtywe3J+kJ6NWpCS2/nWvSkqB68GbMagJjCDE4U5ZJtCiauOINZ+w9Sds4sy6So7gS7ejEmsgNxuly2ZicwMao7DoeDTVmnGBnelo5+znXyqS178fzevzhSmEG3wMgr94YlrimyUnJY+dNq9q07SOrJVEzlZ4vq+TbyoePo3gy64yYG3jkArfbGiE9KTLVy3wsF7D3i/K306azhlzkBNIs4+/5S49J4YexsMhIy0bpqeOnHGYy6fySCINBk1WpSjc4bfnXpw2ewCCJtvsskSW9GHlwICpGl0ZHs7brWed7XO/HqO3Gotc64k+3pJtYmm+gSpGZ86+rF3/HFp3CIDtrffXamJvtIHlYUuHoqQXTO5pw7MoeGajh92oQcB0ZrzVym/f2VfPRREM8/n0uvXslVUo/P4O4m5/TGMDqMzuLHJWUUl9r566urZ5xXW17r5str3ZzOvC/vL+KrE3pKrQ6251oIrhAr/YK1/DE4kABX6VZ3PSJ9a1eYpp7+HC3KonejZnirXTDYLKjkCkSHA7tDZL/OuX66o8DM6OCz4qRbQAQtvM8G2LX2CeZoUSYAheZy9DYz0d5nBxMXpZomHv4klxVKAuUGJuHIaVb9spZDm2LISMzCanbOHsjlcgLDAugzqjdDJwyi18ge12TK7+WQlGZl8swCdsU4fyc9O2qY934ALZueFSZWq5W3p37Aht82AXDz3YOY/ctM1Go1f2dmcds56cMHBg+i/b/Sh89gtIq0+i6DDIMVRUghDpnI331asDvqHwA63NuUL35KR7CKfL1mIJ7eau6Yn45CBivHX/gmf+CHY86+nxN/kneiCAsKggJdcJQ7PWXO/e4GDfLj9OlMXMptlLupiUk30zn80kGizz0XyPffFxMfb6VDh3iOHm15Xhu1Ws6J1Y3pfVcOyzYYuemeLLYsDL6ms7Oq453ufrzT3Q9BEHj5oI65J8vQ2xxsyTYTuCAdlQwGhmj5dXAg/i431u/iRkb6pq4wdzfrysLE/by4fzlymQw5Mu6N6k6khx/LUk/yc5rTwrrYqkKGjC7+YcQUZdD+nHgTAE+VllKr8+lYb3MOYp7qqoOUp/psG4nrH1EUObrzOGsWrOfItmPkpOYg2CqWAFRKgpsE0bF/e4bfezMd+7W/7m4qNSUlwylMdhx0CpPu7dXMmxNIdLOqM0KrflnLR499htloJjSqMR/+/Q6R0c6SEf03b2FHkdMEsbevL7sGn58+fAa9WaTltxnkmqwoQwqwy0RWDIzmQPQ/OOwOQrr4cVhUk5Nu5J4nW9B3eAgzNhVSYBR5sZfXRZcWMvbl4BHsjtb9bN8LEoqwIKdRUw84VnzePjNmNOW77zJRJeigUyAv/FXMxqcvPGt7LrGxztTjY8fOTz0+g1wuZ+/ixox4IIe1O0x0GpPNoWX1Wwm5oVAqlczp6c+cnv4IgsAL+0v4/pQBg83B+iwzAfOdYmVIqJZFgwLP86eRuLaQvp0rzJbsBFLKCnmsdX/8tG4klubzW9JBHo3uzzF9AIIjFwCrQ8EtkUMYFRbAYzt/v8q9lrgaCILA7lV72fjHFo7vPkF+RgFiRbaXWqsmolUEXQd3ZuTkYbTo2Pwq9/bKk54tMPmFfLbud4ruLm3V/DInkDZRVYVJ5ulMZoyeTWpcGmqtmhnfPM24R8YAcEKno/OmzVhFERmwpFdPxlWTPnyGQqNAq28zKTLbUIUWICCyuH8r4gZsxGoQcAvQ0vSZjnx/726at/Xixc+6kV0m8Ml+PUFuCt4beOFg04KEYixlVtqMa1Hl9byUMuzICY5wx3H0/P2aN3cuF5Uf00GnQPal1CwOBc5PPb77bm+8vasf9tf8GMzE5/JY9E85LYdlcmLVlamE3FAolUo+6R3AJ70DEASBZ/YWMy++HIPgYE2GGZ9f0lHLYXioC78ODMBdEivXHNI3cgWx2gWWpx7l0db9KjNwQt18yDDo+DbhFN8mnv34FTJYkFzIqLAAPNVa9LaqMyF6mxmvihkTT5XTBVJvNeOlPusIqbeaCXP3vsLvSqK+MJutbP5zK1uXbuPkgVMU55ZUZnG4uGlp2SWKnsO7M3LKcEKb1uyJ+UYgM1dgysx8Nu8x4wA6tVYz7/0A2reqmk4qCALvPfgRa+avx+FwMPD2/ry68OXKWJv79x/g57Q0ACJcXTldTfrwueSUCbT+LhOd1YY6tBAbIr/1bUHpwwcoTipDoZYzZf8YRkX9g9ZVwfxdQwG49c9cRAcsGRd4wWMD7PzfAQD6Pt21yut5GUbAndAm7hQ5qi9upVCAzSyikIHBcoECWBegb193xo/35M8/9TRpcoqSkrYXbPvrx43w8y7kiwV6mgzKIG7tla2E3FAolUq+6BvIF32d181ju4pZdNpAuQAr0k14/JKORg63hrsw7yZJrFwrSN/CFcReEWcio2pgm+iA39PkKGRUFtuzO2BZRjFFFhtNPfw5pctlSOOzxlhxJbk09XBOz/pr3fBUaTmlyyXM3RnRbhJspJQVclPwjf9kfb2i1xlYt3ADO/7eRcLhREqL9JXb3L3d6dCvHX1u6cnIycPwbeR7FXt6dcjOE5g6K58Nu8w4HNC+pZqf3/evtnbM+kUbef/hTzAZTIQ0DWbOsrdo3r4ZADqzmSZr16GzOZdP327Thpdbn58+fC5ppTbafp+JwSagDS3EjJ1fekfh+W0qR9ZlgQxeyLqb2zqsxS44+H7jANw91fwaW8bhPCu3NHehT9jF7ePjVyejclES0rGqeZtO5wyMjWjhQdEFtIeXl5LiYoEgTzlZpSLxuWZa1qLA3h9/RLJ27XF0OpF7701j4cILV0v//BV//LwVvP5FCU0GOWdSGqISckOhVCr57qZAvrspEEEQeHB7EX8ml2Oyw9JUE0tT09EqYHSEK78M9Ed7g8VyXU9In/xlYrbbKDCdTeUstJSTYSjBTanGV+tGC69AlqYcRiVX4Kd1I6E0n+9OF5JnOb+qq93hYGFyPrc2bslHxzayITOOdr4hHChII81QzL1RzmwDmUzG4MatWJ0RS6CLB/5ad/5OO4a3xqWKB4vE1aUgu5BV89ayZ/U+ko6nUK4vr9zmHeBFz+Hd6T+2D0PvGYybx9W3Hb9a5BcJTJlZwNodJhwOaBul4qf3AujW/vwbcHZqDi+Mfpmk4ymoNCqe+Xw646ePq9z+walTzDweC4BnRfqwfzXpw+eSWGSl449ZGO12XMMKMTrsfN+zGR0PGfhtjjOo9dF9Y3j1oQMUZJu4/8XWdL0pCKsg8vCaQrQKGX+OPd8x9lysZgFdhp7IvucvL5kqZkSatvHm0AVmUFq3dmfnTh1tFXaykPHskhJWPRF80XP+m7S0aHx8TvLrr6U89ZSBbt0unGb+2nQf/LzlTH+r6KpUQm4olEol8wY1Yt4gMAsCD24r4q8Up1j5M9nIn8npuChgXBM3frjJTxIrDYz0aV8maWXFfHJ8U+XfZwr99QpswpSWvXiwVR+WpR7lp/jdlAtW5DIPDpZUX3LeAcxNyOXJVp15sGUf/k47yvLUowS6ePBo636VHigAw0KjsdoFFibuxyhYae4VwJNtBkoeKFeRtPgMVs1bw/4Nh0iLS8dsPJvy6x/sR9fBnRl0500MuL0favWNN9jXlsJigamzCli11SlMopup+PHdAHp1Ol9QiKLInEc+4Z8fVuNwOOg3ujdv/vZKZbVkQRBosW49KRXpw5PCw5nfo/r04XM5nm+h289ZWOwO3CMKMYh2vurelFutGj67axUAt/3QlwNHS9m8PJPWXXx4+r1OznOsKKDc5mDucH9c1ReP1Tj00zFwQJfJ5y+vWEQAByHhrnCBGZSJE0PZuVOHYWc+tG7EztO1D4b39lby6afBPP10Dr17V596fC5PTPLC11vOvc87KyHv/C2Eru1uXIt5rVLJwsFOoWkWBCZvKWRFmhGTHX49Xc6vp8txVcJdTd34rp/fDZcldy0iczguINmvYfR6PV5eXpSWluLpeX05p47acpKVmedH6p/LvhEd6O7v0UA9kqgrcQfiWT1/LYc2HyYzKRubxbmkIFfICQpvRPs+bbn5nkH0HNb9hs2wqQvFOoH7ZxXyz2YjogNaNlHxw7v+9O1S/RLJ5iVbefeBDynXGwmKaMR7f71Jq85nA03/zsxi3J49iDhrVh0cMviC6cPnciDbTJ/52QgOB54RBZTaBf7XJZJHwgN502s+DhF6Ph5Nx6faMTZ6JRoXBZvzbsfVVcmRPAudfsyilZ+KuIcvPWv5da8FpO/L5m3L8yhVZx8idJl6pob9SprMgxjxXj5p/COGbCOvOqZX2V8QBFSq9fj6qtCNb4boAMfcppc8b3W0bn2KuDgrbdtqOH78/NTjf7NmWzmjHs5DJoN1Pwcz6CpWQr4aGMwC920tYHWGqUJMOnFTwr1R7nzZ21cSK7WgNvdv6VNtYFwVcnzUSnRW4byHpTMxKfOT8yWBco0hiiIHN8WwftEmjuw4Rm5aHnbhrOtn46YhdB7QkWH3DqFDn3ZXubfXJjq9wAMvFbJ8oxFRhKhIFd+/5c9NPaq/4eVl5DNj9MskHjmNSq3kiY8eYeJzd1VpU5v04XPZkW5i0KIcRIcD78hCSgSB9zpG8GSrEF5z+wWHCJH9g7jl014MDvkLUXTw7YZBuFYYfo1ZnIsMWDn+4ks7Z8g+kodvE+8q4gQgOyYPCwpUqoo4tQs8Lp65AZaW2gj0kJOrF0kttBLpX/uZuNjYFqjVscTGWvjiiwKmT7+4g+yIm9zY8VsIN92bzc1Tcvjzs0bcPuy/syTprlXy13DncprBLHDPlgLWZZooF+DbOAPfxhlwV8qY0tKN//WUxEp9In2SDcwf/Z2Br4LooMBsI2Tpfjr5uDG9VQi5Jiu5Ziu3NP7vBUheawiCwPblO9n051Zi956kIKsQh+i8e2hcNDRtG0m3IV0YOXk4zdpKxRwvht4g8uDLBSxdV44oQrNwJd++6c/g3tXXlBFFkY+nf86yuStwiA56jejO23++hqv72fa1TR8+l/XJ5Yz8Iw9kDvyaFFJgs/FGhzBebBfGe41/RTDb8Qx15eFtt/LoiM2UFFh47I12dOjpvJG/t6uEdL2dhzt60Mzn0gIhbU8WgtlO9Khm523LO1GIBTkuFd4pF5vP1mjkWCwi4zq68vV2A88vLWLJw7WLQwGn78mOHU3p3TuZJ5/MYdIknwumHp+hVycth5eH0m1cFnc+mcd3b/nz4Pjra/a6PnDXKlkxwvmZ68wC92zOZ2OmGYPg4MsTBr48YcBDJeOhVh7M6e4tiZXLRPr0rhJKuQyPCiOkjr5uTG1esycxiSuD2Whmw2+b2PLXDuIPJVCcX1L5NOvq4ULr7tH0GtGdWyYPIyji+rEDv5oYykWmvVLAn6vLsYvQJFTJN2/4MazfhZ++t6/YyVv3vY+htJyAxv68u/QN2vZoXaVNbdOHz2V5fDm3/5WHQu7Ar0kRuRYbL7UN5dX2EXzTdwX6bBNKFwUz0+5m0Ren2LU2hw69/XnkVWe8RrFR4NUdJXhr5Hw9vGYF9nZ/4axe3PeZbudtK0woxoICX/+KWaSLKJSQEA0pKSYe7azh6+0GNp2quR/Kv+nVy5277/bk998vnXp8hjZRak6tC6PdrRk8NLuQIp2dmdN86tyH6x1vrZLVI53p/4UmgQmb8tmWbabM5uCT43o+Oa7HUyXjsdaevNfz2i3GeC0jCZSrSFyp0xE20l0qF97QlBbrWTN/PTtW7CLxSBJlJWWV2zx9Peg8oCP9RvVm+H1D8farPqhZonqMRpFHXitk0UoDdjtEhCj4+nV/Rg64sDApyC5k5pjZxB2MR6lS8si7DzJ51sQqbeqSPnwuv50oY+LfBaiVDgKaFJNptvJ8dAjvdIpk2SM7Sd+Vj0wOL+dPJDlOzwdPH8LdS8X3mwZXHmPskjwEERaNDahxXNHpTWlovTT4RJx/HZWk6Z0CpZFToFxsBqV/f19SUrL46rN0ZLhRahIv3LgG/PZbJGvWOFOPJ05M49dfL5x6fIbwECVJG8NoPSKTFz8qoahE5IOZ0s3X30XJhludYiXXIHDPlnx25JjR2xy8f7SU94+W4q2WM72tB292kz6vmiIJlKtInN6ZcRDl8d8KOrsa5KXnsXLeWvas2U/KiRSMZU5xiAx8An3oNbIHA8f14+YJgyszQyRqh9Eo8vibhSz824Bgh7AgBV++7s/oQRcWJqIo8tmzX7Hki+WIoki3m7vw7pLXcfesmgL74alTvFDL9OFz+fGIngdXF+KigqCmJaQYLUxvGcyHXZuy77s49n97CoCnjo9DrpYztf8GHA74ccsQtBWmXatPl7Mj00K/MA0jmtUsBsNYYqI830jLEdUHtJZmG7DiQkDImRmUCx/r2Wcj+eWXLDZtKsJ/tAcFBpGCMoEAj7oP46mpztTjRYtKeeIJA716XbrCtb+vkuTN4bQZmcGHP5ZSVCry43VQCbmhCHJXsnmUU6xkGgTu2ZTHnjwLOqvIWzGlvBVTio9aznPtPXm5i7ScfzEkgXIVOV3mTBWM9qx+LV6i7iSfSGHVvLUc2HiI9PhMLCbndLhMLiOgsT89h3dn8PgB9B/bV1onvkzMZpEn3iril7/KEOzQuJGCz1/xZ9zQi9/Ed6/Zxxv3voO+uAy/YF/e+fN1OvStGmAsCAIt160nuSJ9eGJ4GAt79KhV/744oOPJDcW4qyGkWQkJBjMPRwXxefdmpO3NY/nDuwC4Z8lgGrX25YGBGygttvLMB52I7uS8gYiiyMS/C1DKYcWdNV+O3fOl03ag+8Mdqt1enG/GgSvB4RVjwEWmUNq3d87AZGaaubudCz/vKeeZxUUsvL/uy8Pe3ko+/zyYJ5/MoV+/ZATh4qnHZ3B3k5O4IYyOY7L4aUkZRSV2ln8jLX3+m1B3JdvHOF3EU/VWJm7KZ1+BlRKryOyDOmYf1OGrkfNiBy9mdPrvLpddCGlkvoqklTsFSisvSaBcLsf3nGDN/PXEbD1MVnIOgtXpzqlQKgiKaETHfu0ZOnEIXQd1klJ+6wmrVeTJt4r4aWkZNgGCAxV8+pIf40de/Cm8OL+EmWNnE7vnJAqlggdem8yDr085r93K7GzG7Npd6/Thc5mzp4QXt5TgpYHQ5jpO6E1MaRbI3J7NKSs0Mbe3szrxgFntaXd7E37+4AQHtubTbWAjps44G/vy2NoidBaR9wb41KrA3LHF8cgUMqJHVe/wXFbmXKYJa+bM2ruU54Nc7hSEH93ux897yll7wlTjvlyI6dMD+PbbYk6csNCmTTwnTlw69RiclZBjVzWmz905/L3JSP97sth6HVZCbigiPdXsus0ZyH1aZ2Hi5gIOFVoptoi8sL+EF/aX4K+V83Inb55u7311O3uNIAmUq0iW0YoM0F6HVUOvJqIosmftfjb+vpljO2PJTc9DtDsHepVGRVjzxnQZ1IkR9w2jdbdWlziaRG2xWkWeea+YH/7UY7VBkL+CT17yZcKtF0+NF0WRb2Z9z6KP/0S0i3Qe0JH3lr2Fp/f5guamLVvYXuhMH+7p48OeIYPPa3MpXt1WzFu7dPi7yAhtruOIzsg9kf783LsFgiAyJ+Q3cECLW8IY9m53TsYU8emLR/DyVfPN2gGVx0kqsfLdkTIiPBW82LvmT7miKFIQV0hgtN8Fb9omwSlJIltWCJRL2FJ5eirR6QQ8tSADissvLw7lDLGxLVEqj3HypIVPP83n6acvXlfoDHK5nD1/Nmbkgzms2X59V0JuSJp7a9g3zilW4kvM3LO5kKNFVgrNIs/sKeaZPcUEaOW82dWbR9p4X93OXkUkgXIVyTfb0Chkl274H8dqtbJ16Q42L97Kyf2nKMwuqhzIta5aojo0o/vQrtwyZQQRLSWr/yuFIIg8934xc39zCpNAXzkfzvTjvtsu7dmzf8NBXr3nbUoLS/EJ9ObtP16j84CO57X7d/rwnz17cEdY7b/T5zYW8sl+PcHuMsKbl7KvqJzbw/34tZ9TsL4X/Ct2m4hfcw+mrhyG2Szw4KBNyGTw8/abUavPDo23/pmHA1hxZ+2WMOJXJyMKDtrdUf2MhLHYiBXnjbxpa2/ni5eYQmnVyo29e0tZsiQPH1c5xUYRnUHA2/3yh/Jdu5rSs2cyzzyTy5QpvpdMPT6X1T8EM+n5fBauMNBiaCaxK0NxdZVESk1o6aPl0O1OsXKiyMzELQUcL7JRYBZ5dGcxj+4sppGLnHe6+fJA9H8rtVsSKFeRYouAm0Kypv83RoORdb9uZNuyncTHJKIr0FVuc/N0o13vNvQa2YORk4cT2Nj/6nX0P4IgiMz8sJivftVjsYK/j5wPZvgy9Y5LD5alRaXMHPsKR3ceR66QM/mliTz89gPIZOcL8wcPHOTH1FQAwl1dSBo2rE7xQY+uKWDu4TIivJRENNexPd/A6FBfltzkzPj5vONSjIUWNB4qnk90Gr89NGgThlIbL37ehebnPLHOPaTnVJGNu6LdaN+odtl2++YeBqDXE52r3Z51OB8LCmQ48AusWcDvXXcFs3dvKT/+mMnQuyL4/aCRF5YX8929NZvxuBg9ergzcaIXv/5aSkREHKWltTMcXPBRIH7ecj6br6fZkBunEnJD0sZPy5E7nII8psDM5C0FnCyxkWcSeXB7IQ9uLyTYVc77PXy5r8WNL1akq+cqorfZCdCqrnY3rjrF+SWs/mUdu1bu4fSxZAy6s8UXvfw86TakC/1G92bYpKHVLgdIXBlEUWTWxyV8Pl+P2eLAz1vO56/4Mu2umg2M377yIwve/w27YKd933bMWfYm3v7e57X7d/rwm61b80qb1ue1qwn3rchnQayBKF8V4c10bMrVMyzYm78HOo/324TN5BwtQaaQ8VL+BAC+eeMYR/cU0ndEMPdMP7skaLSKPL2xEDeVjPmjap+lkrorC7cAV9z8qo8xyz1egAUFinNnUS8xg/LII+E888wpjhzRc3SxP78fTOfvo0a+u7fW3auWhQsjWLUqFp1O5O67U/n998ha7f/pbH/8fRW88umNWQm5IekcoOX4eKdY2Z9nZurWAuJ0NnKMIpO3FDJ5SyGNXeV81MOPu1vUzHl8UaKBEDcFA0Kuj8xR6cq5ipjsIv6a/95XkJWSw8qfVrNv3UFST6ZiKj9bVM+3kQ8dR/dm4O03MWj8ALRaqaheQyOKIrP/V8Kn8/SYLA58vOR8MsuXR++pmR9MzLYjzL7rTUrySvDy8+SNRbPpMfR8kzKAj0/F8/zx40Dd0ofP5Y6luSyNN9IuQEVY01JWZ5cysJEXa4c4Tci2fXCUY78nA/D86TtRa9Uc3VvA3DeO4xuo4fMVA6oc785leVjs8POt/qhrGVOhS9dj1llof9eFY6AK44uxIEfjes4YcAmBcibluaREIMRbiQwoKKufOJQzpKS0wsfnJH/8oWf6dAN9+tTuoWD2Yz74esp5/M0iooZmcHh5Y1o0kX7Hl0P3RlpO3OUUKzuzTTy4vZCEUhtZRpEJWwqYsKWAMDcFn/b2ZVzT6sVKmVVk6tZ8RAcsHxbELRHXfnLGf+/ueA0hOBwEu9z4P9yEI6dZ9ctaDm6KITMxC6vZCjgD7ALDAugzqjc33z2Q3rf0lFJ+ryKiKPL6Fzo+/rEUo9mBl4eMOTN8mX6fd4321+sMzBr3CjFbjiBXyLnn+fE8PufhagNE/50+fE9YKL/27Fnnvo/8PYc1ySa6BqsJa6JnWYaOPgGebBzSBoDE9RmsnXkAgCnrhuEb6YnRYOXhmzcjl8uYv2tYlcDOXRkmVieZ6NRIzYQ2ta+LtfNT57l6T+9ywTYlKaVYUODudXYW1XHJPB5Qq2VYrc52Xi5ydCYRk1nApRbZRRfD21vJl18G88QTOdx0UzIWSxsUtVyKfuxeZyXke54roP2oG78SckPSN8SFU3c7xcqWTCPTdhSSpBfIKLdz+4YCZBQQ7q7gyz5+3Bp5VlyuTDdiFZ3B1WPX5bJieBAjws8XKQ6Hg3xzGeU2K65KFYEunsirWZJtCKS7wVUi1+i8SYe53VgusqIocnTncdYsWM+RbcfISc1BsFUU1VMpCI4MpmP/9gyfdDMd+7WXUhKvAURR5O2vS/ngex3lJgee7jI+ftGXZ+/3rvExfnpzPj+9NR+7YKdNz2g++PsdfAOrz3j5d/rw3kED6exbN8MqURQZ+GsO2zMs9A/TEByh54+0Yrr5ubN9aFvkcjkl6Xp+GrYOgGHvd6XlUOfgPvWmjRgNAq//0IPw5h5Vjnn70nzkMlg5vm7eHidXnEahURDZ58L1gUqzDZhREOJzdgyoSXH5oCAN6elmcnLMDIjSsPyYiVkrSvh0fP2ZpT3+eABz5xYTG2uhXbtETp6sfTbc3bd64OMl55ZpefQan83aH4MuWH9Jom4MDHUlcUI4AOszynl0RxEpZQJpBjuj1uUjI58mHkrm9vPj99OGyoK0dgeMWZfLimFBDK8QKYJoZ0duEluzE8g16SvP4a91Z0BwFDcFR6FWNKxkkATKVeKErhyAJte5zb0gCOxetZeNf2zh+O4T5GcUIIrOKWe1Vk14q3C6Du7MLZOH06Jj9V4QElcHURSZ810p78zVUW504OHmnDF5/gHPGgvHY7tjeemO1ynKKcLDx53XFrxEn1t6XbD9gC1b2VZYCNQ9ffjc/vf6JZv9OVaGNXEhOLyMeclFdPRxY+9wp/i1WWx81HQxAO3vbsKAmR0B+N/Mw8TFlDDotlDGPVD1unx5awl5RjszengRUgeXVkEQKUnWEdrt4oX8jIVGLHjh1+icmYVL6xN69/YhPT2Hjz5K5sOZzVh+LIvFh8rrVaAAHD/eEpXqGHFx1lqlHp/LsH5u7Po9hP73ZDN0ai5/fBrIHSOkOLIrwdAwN5LucZojrkw1MH1XMWkGgeQygaGr86q0dQCCCKPX5fLP8CAGhqj58sQ24kvzzjtuodnAkpTDHCpMZ3qbgbipGm7Wv9aPr9u3b2fUqFGEhIQgk8lYvnx55TabzcbMmTNp164dbm5uhISEcN9995GdnV3lGMXFxUycOBFPT0+8vb154IEHMBgM/JeIr7Bab+F5fQQrncFstrJ6/npmjHmZW0Nup796KDPHvsKG3zZTWlhKyy5RTJl9L4tPL2SbaR2/HvuJZ/73hCROriFEUeTDH3R4d0njpU9KAHjnWR90hyJ44SHvGokTg97AU8Nm8HCf6ZTklTD+qXGsLfz7guIkvlSPdulfbCssRAYs7tnjssSJIIp0/DGL/TlWxrV0JaJJOfOS82nj5cKhkR2Qy+WIosg7gYsQ7Q4atfdhwm/O8x3YmsvPH5wkIMSFT5b0q3LcnDKBD/eVEugq5/2BdXP2PLLwBA4HdLy3zUXbGXUWBGQENq7dGPD0086aOWvWFNA80PmAk6uv3ziUM+ze7bTof+aZXAoLhTodo0cHLUdWhKLRyBj/VD7f/aG/9E4Sl8Wtke6kTAxHfLgpS28OwFdz/hKNA7CJMGptLjP3Ha4iTpp5BjAwpAUtvc66FKeUFfHDqZ01muWrL2r9eFBeXk6HDh24//77GTduXJVtRqORmJgYXnnlFTp06EBJSQlPPfUUo0eP5uDBg5XtJk6cSE5ODhs2bMBmszF16lSmTZvGokWLLv8dXSckVdjct/GqWU2Pq4VeZ2Ddwg3s+HsXCYcTKS06O7i4e7vToV87+tzSk5GTh+HbSKorca3z6Twdr31egt7gwNVFxhtP+jD7Ma9aLbUtmLOI7175GcEm0KprSz74+20CQi6c7l0lfdjFhaThdUsfPoNVEGn3QxYJxTYmtnHHJ7iML+NzaenpwpFbzzoFf9JqMRa9DVc/DU8fvR0Avc7K4yO3olDKWLhn2Hnve9TiXOwOWDquUZ2XHw/9fBxk0O2h6u3tz1BudgAyQs6JE6jJDEqPHs7fWVqa8yHHUytDb3YgCEK9x3B16+bOpEneLFigo1mz2qcenyG6mZpTa8NoPyqDh18ppLjUzovnVEIWRQdvfVXCoJ4u9Ot2fT20XeuMa+rBT/HlrM0wYq/m+rKJ8OlxX3oHBtK1UTGPtb6Jlt5nhUlqWRFfxG7FIFg4qcslpayIpp4NY+9Q66t5xIgRjBgxotptXl5ebNiwocprX375Jd27dyc9PZ3w8HDi4uJYu3YtBw4coGvXrgB88cUXjBw5ko8++oiQkJA6vI3rj/RyZ22YCLdrK0i2ILuQVT+vYc+a/SQdT6FcX165zTvAix7DunHTbX25ecKg8wq6SVy7fDFfx6uf6dCVibhoZbzyuDevT6/ZbMkZTh44xaxxr5KfWYCblxtvz3uNm8b2vWB7ndlM07XrKKmH9OEzmAWR6G8zSS0VeLijB+6BZXwcl0Mzdy2xozqhrHg/825ZS1FiGXKVjFm5Z6siT+m3HrPJznsLexMcXvXh4I+TZRzKtTK8qQt9w+t+k8w8mINXqAfqiwStmg1WzA5nX8Ob106ggNPy3lRRzbhXUw3rTpp5bWUp74yt/0q58+eHs3KlnpISkTvvTGXx4sg6HSc8REnypjCih2cy66MSikrsfDjTH4fDwRNvFvLNojJWbzOxb0nj+n0D/3F0FjvrLiBOnDiF8u78JuwvaEK+ET7uJRDi5rx+Iz38GNekI/MT9wGwPff0tStQaktpaSkymQzvihoae/bswdvbu1KcAAwZMgS5XM6+ffu47bbbzjuGxWLBYrFU/q3XX/9ThDkmGwoZVz1INC0+g1Xz1rB/wyHS4tIxG8+m/PoH+9F1cCcG3TmAAbf3Q62+tsSUxKX5ZlEpL/+vhJJSEa1GxqyHvXj7GZ9aXXemchMvj3+DPav3IZPLGPfoaJ778qmLHqM+04fPYLCKtJybQbbBzjPdPXHxM/BubDYRbhpOjupcKU7Wvbyf+NWZIIOZmRMqs3Pee/IAp2NLGXFPBLdMbFLl2FZB5IFVhWgUztmTupJzLA+bUaDlpOqrF58h92g+VpyZMZEtz6Zv13Ty3N1dgV7vDD7/+A5f1r2ZzcJ9hisiUADS01vh4XGSJUv07NxpoG/fuj2c+HorSdkcTuuRGXz0o54inUhwgIJvFpUBsP+YhYQUq5SWXI+sSjciOEAuA/GcC8xdKaOppwq5rIQis4UCkztWUc3vSeX8nlROiKuCb/v7c2uEG90CIliQuA8HkFVe0mB9v6ICxWw2M3PmTCZMmICnp9PcKTc3l8DAqsFWSqUSX19fcnNzqz3Oe++9xxtvvHElu9rgFFisaBUNL05OHjjFmvnrOLT5MJlJ2dgszqdbuUJOUHgj2vdpy5AJg+g1vPtVF08SdeeHP/W8+FExRToRrVrGCw968c6zPrWukfLbJ3/yzawfsFltRHVszod/v02j8AvfwAVBIHr9Bk6XO2feLjd9+Aw6s0CLuZkUGEVm9/FG6V3G68cyaeyi5tToLpU+JccWJ7H13WMATNt+C56BzgyFHWuy+e2LBIIjXHlvQe/zjj9lZQHlNgdfDfPDVV33637Xp4cA6PNU9b4vZ8iLLcBSaXN/jvFdDdf3mzd3IyZGz/LluYwd68w0ytLZ69DjmuHuruSbb0J49NFsBgxIxmxuXeflJFdXOQnrw+g0Noufl1aNPVTIYf5yA28/Iy0X1xftfNXc39KDcHclzb2UNPdU0dxLha9Gjkwm45Nj8ZXxJ5/0vJ0jRSLvHdaxNduMp8p5jSrkcmTIcOCo6SVaL1wxgWKz2Rg/fjwOh4Nvvvnmso41a9Ysnn322cq/9Xo9YXWoz3EtobPY8VBe3FsgOyWHpNgU+o06f0CtCaIocnBTDOsXbeLIjmPkpuVhFypSftVKGjcNpvOATgy7dwgd+tRtbVni2uKXv/TMmFNMQYmIRg3PTvVkzgzfWguT+MOJvHjbK+Sm5eHq4cprC2YxePzAi+5Tn+nD55JvEIj+LpNis7OasMPDwEtHMgjSqkgY27my2GbuiWJ+G78FgNFf96JJX2cWTUmRmWfGbUOpllcbdxKbb+G3k+W08FXxWJeamdFdiIT1KajdVTSKvvhMRv6pIqfNvQxc3WrvJn377Y2IidHz3XfpjB0bhJtaRrn1ysShnOGRR/yZO7eIo0cttG17mlOn6l6IU62W8/QUT6bNLqryul2En5aU8eZTPsjlUp2yurAm4wSHCzPINelRyxU09Qzgne4dCXI9K4S355zmQEEq6YZizPazwc+HizLpG9SMlSOqLnEeLcpCrJjfyzPpeXzn74S6+3B3sy408Ti73GMT7SxOjuFgQRqCKNLaJ5h7mnfFU123JdMrciWfESdpaWls3ry5cvYEICgoiPz8/CrtBUGguLiYoKDqPQc0Gg0azfWdjgtOjwOz3YYMGQbBTvhFPFBith3hhTGzMeqNrC36G0+fS5tFCYLA9uU72fTnVmL3nqQgqxBHxZyexkVD0zaRdLu5CyMnD6NZ24tPQUtcXyz8u4zn3isiv1hErYInJ3ny0Yu+qFS1EyZmk4VXJ7zFjr93IZPJGPXASF6Y+8wlb3oDt2xla0X6cHcfH/ZdRobOuWTqBdp8l4He6uDTIb4I7gaeP5RGoEZF/JguuFb0y6g383n7vwDo+lBLej16NoPmvt7rsZpFPl7Sl4Dg8304bl2chwxYeWfdl3bAGVeizzLQbFDEJdsWJ+uwIEf579maGj6dPvlkE15+OZGYGOdyd7dIDVsTzHy0sYwXh9ct+6gmHDniTD2Oj7fy0Uf5PP983WoALVlr4OFXiqrdllNgZ8teM4N7S8GydSGhNJ8BIS2IdPfF7nCwPPUon8Vu5vUut6Kp8DGxigJtfIJp4xPMstSjlfuuSDtGC69AAl3O3m9KLEaWphyu/Lt/cHP6NGrOpuxTfB67hTe6jMJT7Vy+/TPpEMdLspkW3RcXhZrfkg4wN24HL3QYWqf3Uu8C5Yw4SUxMZMuWLfj5VX2S6NWrFzqdjkOHDtGli9NlcfPmzYiiSI8ePeq7O9cExZZytmUnsjsvGb3NGeNhsoehlFkx2Cy4q6oKlX9+Ws2chz9BtIs4HA6O7Yql763np2+ajWY2/LaJLX/t4NShBErySyoHOFcPF1p3j6bX8G6MnDKc4Ii6GU5JXNv8trKMZ98tJrfQjkoFj0305H+zfFHXYZliyVfL+OL5uVjNVpq2a8IHf79D4yYX9/KIL9XTYeNGLBXVhxf16M7d4eF1fDdVSS6x0v6HLMptDr4f6Y9Za+DpA6n4qZXEj+2CZ0XFYVEUeS/oNxwihPcK4PbvzqYOv/7gXtISyrjtgabcfPv5wuGDPSWklQo82MGDKL/Li3vY/+0RALo+0P6SbUszDZhQ4uJadQiueQyKc7+iIucS7QfjfOn+fjbf77yyAgVg375mdOmSxIwZzqrH/v61u43sPWJmwjP5F1wqUChg3l9l3NRTzeGiTJL0BdhEO95qF7oHRNLI9cYvknc5PNW26kznlBY9eX7fX6QZimnh5RSUQxo7Z7/idc6lneaeAZzWF1BqNfHGoVV0DYggwt2XLKOOA/lpWETnLIu7UsPtTTojl8mY2Lw7scXZ7M5LYnhYG0yClV15yTzQsjetvIMqz/3aoVUk6wvrFFhba4FiMBg4ffp05d8pKSkcOXIEX19fgoODueOOO4iJiWHlypXY7fbKuBJfX1/UajXR0dEMHz6chx56iLlz52Kz2XjiiSe4++67b8gMnpMlOcyN24HlnGk0UXQORCabnjcOreLJtgMJc/fBbrfzzYvf8+tHf1S2VSgVHNl+lL639qK0WM+a+evZsWIXiUeSKCspq2zn4eNB5wEd6TeqN8Mn3VxtUTaJG4claww8+U4ROfl2VEp4+C4PPn3ZD6229sIkKTaZmWNmk5Wcg4ubltcXvsywiUMuud+0gwf5PiUVgDAXF5IvM334XOIKrHT+OQuL4GDh6ADK1Qam70vGR60gYUxnvNVnzzMn4ncEkx2PYBce3T2m8vVNyzL468ckwqPceeOH8wW+ziwwe1sJXhoZ3464/ODSI7+dRCaX0eHuSy99lBcYMeNSxeYeqHEMCoBKJcNmc7bvFul8gk0rrptXSW3o3NmNyZO9+eUXHU2bxqHX12552FAu4uUhp0gnolCA/V+hM3Y7/LHGgM8tu7EojVW2rUyPpa1PCPe16IFXHZcN/muY7E4R66a8sAC/L6oH38TtIMdYiuAQ2Zufwt78lPPajY3sUGl7L5fJaOUdRLLeOXOaZijG7hCJ9jn7MBzk6oWvxpXksgYSKAcPHmTgwLMK7UxsyOTJk3n99ddZsWIFAB07dqyy35YtWxgwYAAAv/76K0888QSDBw9GLpdz++238/nnn9e689c6GYYSvj65HZvo/AUqZHKaeviTY7IDMtyVAnqbmc9it/Bs1E38b+rH7PxnT5Vj2AU7S7/+m2VzV2CsMHdDBj4BPvQa2YOB4/px84TBaF2lOhf/BZatL2f6W4Vk5dlRKuCBOzz48tW6CROz2cqbk95hy5LtyGQyRt43jFk/Pn9JkaEzm2m2dh3FFenDr0dH81rbi5uS1YYjeRZ6zMtCEJ0ZNXqVgYd3J+GpUnBqdBd8zykg+W3/f9BnGlFqFbyYOaHy9cJcIy/cvRO1Rs6C3cOqPc/YxXnYRFg4OrBeAsLzjhfg17xmqdtmnQUr7nj71X3pOiBATXa2hcJCM/7+WlxUYLJxReNQzjBvXjj//KOnuFjkjjtSWLKkyaV3qmBIH1fy90ZwKNbCyi1G/t5k5OgpZ+kPmcyp0Ww2OLDJk/bDjOftH1uSzQdHNzCzw811jm34ryA6HPyZfIhmngE0dvO+YDsPtZYXOtzMyrTj7M5LrhQ1ABq5ko5+oewrSCXErWqMlqdaW2mLr7eaUcrkuP5LCHmqtJRaTXXqf62v4gEDBlzUSa4mLnO+vr7/CVO2f9KOVYqT9r6NuTeqO15qF5alFfJJ4imauGuBUoqyCpk2+QmKT59vMwxgLjcTEOJPj2HdGXLXAPqP7SsV1fuPsXJzOY+9UUhGjlOYTBnnzlev+uPqWrcb6/Lv/uHTp7/EYrIS0SqcD1e8TVjUpQPPP42P55ljzvRhD6WS0yOGE3iZ6cPnsifTzE0LsxEdsHp8I4rl5UzdmYi7Uk7c6M4EnlNc8+8ndpG6Iw9kMCtnQqUwEEWRe3uux2YV+Wr1AHz8z+/fuqRytmVY6BOq4daoyzdLPL05DbtVpPXYFjVqbzXasCLHP+hffatFhkTPnt789Vcen3ySyrvvtqJTqJrdKVa+3WHg8YHeNT9QHUlLc6YeL11axvbtZfTvX/OiinK5jG7ttXRrr+WNp3zJyRdYvc3In+tL2bjTgmiXs29pOLfdomJky2Z4qrXE6/JYnxmH3mam0Gzg19MHeLR1/yv4Dq9/fjt9gOzyUmZ0uPmSbV2VasY368KYyA4kluZTLlhwUaiJ8grAYhfYV5B65Tv8L6Q80itEicXIsWKnxb+32oVp0X0rpyQTK1xk7/QOJXfufk6N/52ihNzKgNbqeGX+i7y7+HUG3TFAEif/IdZsKydyYDqjHskjO9/OpDHulByM5Of3A+skTlLj0hjfYhJzHv4EmUzGSz+9wO9xv1xSnAiCQNTqNZXi5O7QUPS3ja1XcbIlzUS/Bdk4HLB5YjAGpYmJOxNwVcg5MaozIa5nZxv2/3CKvV/FAfDk4bG4ep/tx8v37SE7rZy7Ho+i34jzTb9EUWTC3wUo5bDijssLjD3Dnq9jAOj71IWrF59BsArY7A5EZDQKrRq0W5sMzqeeigRg5coCAN4a48yY+nxr2YV2qVfc3ZV8+61zWX7QoBQEoe7LS8GBSh6405PJM3OZ+tUBuoxJR6uBeW9G4m0NJNzdl5tDo3mp03A8KmL2jhZlUWQuv8SR/7v8dvoAx4uzebb9YHw0NS/SqFEoaesbQo/AJrT3a4yLUo27SoMcGWVWc5W2eqsZL5Xzt+ep1iI4RIyCtWobm7nOy3GSQLlCpJYVVZZO7xHYBJXcmVL8yVOfs+C3zQB8POAZ8hcdPeueI3MapP0bhVLB0R3HG6bjEtcEG3YZaToonZEP5ZGZIzDhVjdKDkQy/8NA3N1q/7O1Wq28es9bTGgzhYzTmdw8YRDrSlYwamr1rtDnsjY7G82y5ZwuL0clk3Fw8CB+63X53ibnsvp0OUMW5SCXwe7JIehkRu7cfgqtQs7xUZ0Jdz8rQNL35bHsoZ0AjF94E8Edzq5tr/4thVW/ptKstRcvf9m92nM9sb6IErPIa3198HWtH7GfsjUDF18tniGXnkXIP1lUadLWuEnd3Zj793fGzaSkOJdBBrVy3oRSCm0X3Ke+mTbNn06dNNjt0KbN6UvvcAkOFKShUDnoPTaffUtCKDc56Dshm6NxTqNOH40rA0Ocs1QOHMQUpl/2OW80HA4Hv50+wJGiTJ5pPwh/7eU7fivlCsI9fInTnZ3lFx0OTulyK2NLItx9UcjknNKd9TPLNeopthhp6lH7+BOQqhlfMQTxbOTXmSwdh8PBxt+2kDXpVnA4+GTBSySFCOzRp2NKKKRboReZB5I4suMYhlLnk4FCqcAu2Dm05TAPvj7larwViQZk814T02YXkJQuIJfDnSPc+OGdADzd6/4sseqXtXz02GeYjWbCokL54O+3iYy+dCoswKAtW9lSkT7czdub/TdfOni2tiw9ZeDOv/JRK2D/lMZkC0Zu2xqHRi7j6K0daeJxVpwYCo180+sfAPo+34ZOE6Mqt+WklzP7vj1oXBT8sqv6tMaUEitzY8oI81Awu2/9ZLsY8ssxFploPTbq0o2BnGP5WCoESljzf908aumCJZNBefnZsUarBPOVj5OtQkyMM/U4IcHKhx/mM2NG3VKP9QYbpw67kJcYiCnHhx2mYgJ95Rw+aaXT2EySdzYiMsCdKM+zx69rbMONzG9JB9mfn8pjrfujVagqPyMXhQp1RZpxqdWE3mqmwOycbcsq16FVqPDVuOJWcb/65NgmOvmHMjCkJeDM/JkXv4dID18iPfzYlBWPVRTo3chpWeGiVNOnUVMWJ8fgptSgVaj4PekgTT3862yNLwmUK4SP5uy69smSHIaGRiOTyVgY+xNNf9iE3CbQc2RfNh5bi1yjxK1dEPd1H4uPxhWHw0FafAbHdh3n2M5YDm87ikJa1rmh2b7fxIOzC0lMtSGXw7ihrvz4rj/ennX/3jMSM3hhzGxS49LRaNW88O2z3DZtVI32vZLpw+ey4HgZk/8pQKuUcfiBxmRay7llywlUchkHR3YkyvPs1LQgiLzf+HdwQPMhIdzy4dnMHFEUmdR7HYLgYO66AXh6V5+xcOviPBzA8npa2gHY9ZmzEGqvxzrVqH1+XFGli2yz1t6XdW43NwUGw1mB0iZEzaF0K/N265nSu+HScQ8caEanTkm88EIuU6deOPVYFEXikgS27DVx4LiFk0lWMnLsFJfaccZcR1e0dODuamNYPxd6d1NxurAELw/nZ1ZsORs4e+aGK3GWbTmJAHx8fFOV1ye36FkpJrbnJLIyPbZy20fHNp7XptBswGA7W2KmW0AEBpuZFWnH0FvNhLr78GSbgVUClcc364IsWcbcuB0Ior3CqO3irsoXQ+ZoyNrJ9YRer8fLy4vS0tIqJnBXmoTSfNZnniTdUEKp1cSj0f3o6H927X5e/B72VJOaBfBY6/508AsFoPGiXZSdTGH4ms34fOp8IlXKnD++hnDnk7h22HXIxIMvF3Iq2YZcBqMGu/LTu/74etd94BUEgfce+Ig1C9bjcDgYeEd/Xl3wMlptzXw+Hj10iLnJzus41EVLyvDhVyTu6dsYPY+sLcRdJSP2oVAyLEYGbDiOXCbj4MgOtPepOrvwVuACjAUWfCLdeSHl7irbnr1jOxuXZjBlRjTPftC52vN9f1jPtDWF3NHKlcXj6s8X6OPo7ylK0vGudUaN2v9653JWLsnkBD7E2CZUcfl9R/MVdqvIq47pNTpWhw47OHasjPXru3LzzYH8c9TA6G/yaROsIva1hnXbfvDBDH78sQR3dxkZWdFs3mth2dFkTueUU1goR5fjgi5Xi2A566CtVIBfsI3AJmV4h5fhGVyO2tWGX5iJJ9qeHTPPIDocfHB0PSllTpM3T5UWo2CVxs3riNrcvyX5WQusdoFQNx/6NGrG3Lgd1bZp4xPM5BbO9fmdOUmsSHfWBfnm5A66BUTQyT8MgwxkrhoyYlIQlsQScEdb+gU3p39QVIO480lcffYdNXP/rAJOnrYhk8GtA1z46b0AAvwu7ye57teNzHnkE0wGEyFNg/ng77dr7BpsEAQiVq6qTB9+NboVb7Rte1n9uRD/26fj2U3FeGlknJwWRobZyMANx5EhY/fw9ueJky86L8NYYEHtpuT5pPFVti3/+TQbl2bQqpPPBcWJWRB5ckMRrioZv46u2xJEdYiiSGFiCUHtAmq8jy5Djwklcjm1LkHwb0aPDuDYsTK+/jqdm28OZFQHdyCfxPwrH4ciiiKHYq1s3W/mUKyFU/kyZGEuGBQyfLqkOdefcEOhdMHVVUZgAEQNKcYnrIypbbswpKcb3p5KNmadQhBdAJcqrqbzEvYysXk3OvmHoZDJKbEY+SvlcKU4AacvRxMPf2ncvEGRBEotaOsbQlvfi5vJKeWKyojlEeFtyDGVcqAgDQcO9heksr8gFYMQincTXxTeWvJ+PEjzftHc3c9Z3bkh3Pkkrh4HjzuFyfEEpzAZ0d+Fn98PoFEt3Tj/TVZKDi+Mfpnk2BRUGhXPfj6dO6ePq/H+56YPuyuVJI4YTlA9Zuicyzs7S5i9vQRfrZz4R0JJM5not8557u3D2tLVr2qg6R/3biH7cBEyhYyX8++t4jOSkVTGGw/tx8VNybztF46PufOvPMyCgwWjAioLC9YHx5ck4LA76HB39KUbV2DIM2KWK1FrLl6LqyY891wkb7+dzP79pZWvqZVgrcc4lJx8gc17Tew5bOF4goXUTIGCEhGTuerku1oFgY1V5J02g1XkySd9eWSKLy2bKCu/szJrY57f9xft21vw9nR6avzb1bSFZyAJ+nyMgpXvT+3CXanBQ60l16ivTDwAaO8bQp+gZoA0bt6oSAKlnknQ5fH83qW4KtW09GrE+KadCXLxZHN2POUV6VciMlyUIh2/v5Njj//FwccXYx55J1pXbYO480k0PDEnzEx9sZBj8VZkMhjaV8vP7wUS0ujyfoJ2u505D3/Cyp/W4HA46DemD28uml1j4z5BEGi9fgOJFdWH7wptzO+9znddrS9mbSni/T2lNHJTcOrhxmSYzPReewwRB5uHtKNXQFUjqB2fHOfIr0kAPBM3DvU5WTeCIDKp93pE0cG36wfi6l79EtaeTDMrT5voEKjm3nY19+qoCQd/cD7x96xh/AmASWfGghcu7ud/97VdcPeuSK8uKDib2tkqUMWxbBtLDpVxR5eavV+rVWRXjIUdB80cPmkhIdVGdr4dvUFEFM+2k8vAw11GRIiS5hFKOkVr6NtVS78uWlxcnCLkxx+LePDBLL58N5+PX/OvIihr4mo6tWUvFpzez8mSHAAMggWDcDYWQimTY3eI9GnU7Jx+SePmjYgkUOqRNj7BdPIPw1/rToGpjOWpR/nqxDZmdhzK0NBojhZlklJWynepZXT18+eNXr15qrCUpEdX8NhNT/PTgbnAlXfnk2g4jp2yMOXFAg6ftCIDBvfSMm9OIKFBl//T27xkK+888CFGvZGgiEa899ebtOpcM6MwcKYP31JRfVgpk7F74AC6+V2+5fuFeGp9IZ8f1BPqoSDu4TAyTGa6rT6KIDpYP7gN/YOqipPEjZmsfm4fAJP+vpmAqKpZN0+N2UZxvpmHX21Lx94XXrYZtzQPuQxWjq//elTpe7PxCHZD61FzR1hruQ0zCvwuEMhbW5TKs5b3ADOHeTHx50LeXas7T6AkpVnZtNfM/qMWTp62kpYtUKSzY6lqXYFWLcPfV06bKA1tm6vp0UHDoN4uRIRcuvLyAw/48fXXRcTEmImOPk1ionOGpKauplqliultBnCyJIetOQkk6QuxiXZ81C50D4ykvW9j3j2yDg91VREujZs3HpJAqUe6BUZW/ruxmzeN3XyYfXAF8bp8on2CnNtlZcBROvv7opDLcGvTiK539OLgkj18+8qPPPzWA1er+xL1yIlEK5Nn5nMo1jnyD+iu5ZcPAgkPufyfXF56HjPGzCbxyGlUahVPfvwoE54df+kdz2HI1m1sKnAafHX19ubAFUgfPpcHVxXw49EymnorOTEtlAyjmc6rDmMTHawc1JrBIVXFR0l6GT/dvBaAwa93ovXoqmnRv38dz47V2bTv6cfjb3S44Hlf3lpEbrmdZ7t7EnoZGVHVUZBYjKXMSuvbapZeDM64DdEmYpXJ8PGvnwrt/v4qcnOtGAwC7u5KRrd1B0chx1JtjHwwh9PpArkFAgajo8oMjUIOXh5yWkSqaNFERZc2Gvp109Kzg+ayY2MOHWqBWn2M06etvP9+Hi++2KhWrqZymeyCS+o6y/n29xI3JpJAuYIEuLjjrtRQYC4jGufTW5ze+eOK8nCpdOeb+vUjpOyMZ947C+k5vDt6/+rd+c59Grgcdz6JK0d8spX7Xshn/zGnMOnXVcP8DwKIDL38p2VRFPn4ic9Y9u0/OEQHvUb24O0/XsXVveYukf9OH17Yozv3XIH04XOZsDyP30+W08pPxfGHGpNptNJh5REsdgfLB0QzorFvlfZWs8CHzf4EoPVt4Qx5rao7a3JcKe9PP4i7p4oftlxYWOUaBObsKSXAVc6Hg3wv2K6u7PzfAQD6PtW1xvsUJelwADaHDP/gan6/NVzjEUWR2AQbW/aZkAcGgGAjqEcKVocCmwD0ALsW1mw34aqVEeinoGs7Je1bqOnVUcPAXi4EXmZA9qU4eLA5HTqcZtasPHyHpJFsz+b5DkNq5WpaHbV1NZXGzesXSaBcQUosRsoFS5UfxOkKm/toT9dKd7740ny+3f0ld7WYxNPDXqDrmgcYHOkMujvXna+zv/NGcrnufBL1T2KqlckvFLDniHOtvHdnDfPnBNAson6m8bf/vZO3Jr+PobScgNAA3lv6Bm261zwwE+CxQ4f4piJ9uLGLltQrlD58LmMX5/J3opEOgWpi7g8hy2il7YoYzHaRP/u3YnRY1SUlURR5N+hXHIKDgGhvJv1VNePCZrMzpd96HA74ftNgtNoL93/04lzsDvjztkb1Ugzw38SvTkbloqRx55ovHWUfzkdABsgIDr/0jbqoRGDzXjO7D5s5Hm8lOUMgv8hOuekcIeNwBzcbFpON9u1daNVMxUazkXy7g1VLAxhZz3E3NaV9e1ceeMCbH38sYfa9Do4frn9X0zM2D2dcTc+4zErj5o2BJFBqgdluo8BkqPy70FJOhqEEN6UaV5WalWmxdPYPw1OtpcBk4K/UwwS4eNDaJ7hyn735iYCGVl7OwanSnS/Kl8e/m87nD35G/KdbeeW3W4Ar484nUX8kpVmZPLOAXTFOYdKzo4Z57wfQsmn9CJOC7EJeGDObUwfjUaqUPPrug9w3a2KtjvHv9OFXolvx5hVKHz6XmxdlszHVTM8QDbvuCybPLNDmnxiMdpEFfVpwR8T51+//Wi/FUmpD663m6djzs5AeG74FXZGVp97rSJuuF46XWRJn4ECOlaFNtAyIqP8nZsEqoEvXE9nn/Fo/F6MgrrDSRbZxU+fNWhBEDhy3su2AiR0eTShWuvBZ91RKy0TsZz3YkMnA3VVGcKCC5uEqOrRS06eLlpu6u+DlsRZXTwWHljsrN8/dXsqji4p4c1XpVRMoAINezGPdERuZh9x48J48Fv7hjGG5Hl1NJRoeSaDUgrSyYj45x51vcbKzQFivwCbc07wbWeUl7M1PxijY8Fa7EO0TxJiI9pV1eABKLQIqmRptxRpvFXe+KDNNp/Uiee5uFrwyn8fnPAzUvzufxOWTlmXjvhn5bD/oFCbd2qn55YNAopvVjzARRZHPnv2KJV8sRxRFug/tyjuLX8Pds3ZPoF8kJPLkUWemibtSQeKIEVcsffgMoijSb2EOuzMtDIrQsmFCEIUWgegVhygTROb1imJi0/ODWn8ZvY7C+FLkShmzcu45b9Zj3scn2bc5jy43BfLAi20ueH5BFJm6qgC1ApbeXv+BsQAHfjwGDug8ueZCLzNXYPVOM7Ee4eSpGvHcfCUPfpeC2XJ2NkTu1xIfmxGNSkbXthpaN1fTo72GQb20REVe+NqSyaCs7KyaeaS/F48uKuJYlvWC+zQE23ISGToHFo5txaoVRh7+ayVejW3XpaupRMMjOck2MO3/iSGxzITpnj7VbhdFkbHhd1GQVchXW/5H5wEdG7aDEhclPVtgysx8tuxzLtV1aaNm3pwA2raon4BHgF2r9/LGpHcpKy7DL9iPdxa/Roc+7Wp1DEEQaLNhIwkG54zfnY1D+LN373rr44UQRZFuP2cTk2flluYurBwfTLHZSvO/D1FitTO3ezMebhl83n7rXjnA1redQmpm+l14h1V96j91pJi7uqzBw0vN5tzbUKsv/Gw1aUU+C2MNfH6zL9O7edfr+zvD170XkL43m7fNz6E8py9ms8iuGPM56boCOQUCZeWOKum6SsGKq5eaxkEqoiKd6br9umnZ0e9n5PaaO8mewd19LeXlIg7HyMrXVI8lI4jgmFszo74rybx5RUydmoVcDhZLa6ki+38YyUn2GqbYIuCmuLBBk1wu5/vdX3J7s4k8d8uL/JOzpNZPzRL1T3aewOSZ+WzaY8bhgI7Raua9H0CH6PoTJsX5JbwwZjYn9p5EoVTw4BtTeODVybU+zvqcHEbs3NVg6cNnEESRDj9kcbLQxp2t3PhzXCN0VoEWf8dQYrXzedem1YqTY38lV4qTBzaNOE+cmM0C9w/YiAz4efuQi4qTEwVWfo01EOWjvGLiBCDhqI7isKZMe62Yk4lW0nPsFOnsWP9l4KrVyAjwkdO+pZK2LdRY52+hMKOUZMGVI/YJ580S7caB4/yC5pckMtKVEycM7N5dTO/ezoDgSD8lpwsEdp420bf51Q0MnTLFj6++KubgQRMtWyaSlFS7+CmJ/yaSQGlg9DY7AdqLewk0Cm/EK/Ne5PV73+GRvk+x8NiPDdQ7iX+TWyAwZWYB63eZcDigfUs1P7/vT+c29bdMIooiX7/4Hb99shjRLtJlYCfe/etNPL1rL0xv3radjfn5QMOkD5/BIoi0+S6TJJ3AlPbu/HxrIAarQMvlhyiyCnzUOZLp0eenjObFFfPb7ZsBGPlJD5oPOj+mY9qQTRhKbcz8rAtRbS9egXj0Ymep93/qwfNEbxDZut/ErkNmjsZZSUq3kVtkx1guIjZ2xoix1IBCAd4eclo1VdGyiYoubTXc1N2Frm3V56XrvvlFDnkyNxRKWb0G7o4Y4c+JEwY+/TS1UqA83N+TGUuLeWlZMdtn1C5W5kpw4EAUavUxkpNtvPVWLq+8cmWW3yRuHCSB0sCY7CL+mkt/7MMmDmHHP7vY9MdWPnv2K5765PEG6J3EGfKLnMJk7Q6nMGkbpeKn9wLo1r5+4zf2bzjIqxPeorRIj0+gN2//8VqdlvUS9Ho6bNiI+Uz6cPdu3BMRccn96gOjVaTVdxlk6O080cWTL4b5YxQEWqw4RL7FxrsdI3iuTeh5+5n1Vj5r+xcAHe9rTr9nzl/GmvvmMY7sKqT3sCAmPtnqov34eK+O5AqB1NKvZrFAoihyJM7K1n1mDsZaOJVsIzNXoEQvIvzLLt7NxZmuG+jIp1HSaW77cjCjx9SusKOl3IZFpkRTDzb35/Lcc0356KNU9uzRVb729EB3Ziwt5lCG5cI7NjAxMS1o1y6BV1/N56GHfAkKqp+YLYkbE0mgNDCCw0GwS81+lG8ueoXju07w+/+W0PuWnnQb3OXSO0lcFoXFAlNnFbBqq1OYRDdT8eO7AfTqVL/CRFeoY+Ztr3Js53EUCjlTXr6Xh9+um0lflfRhrZakEcPRNNAav94s0vLbDHLL7bzQw4s5g/0wCyIt/44hx2TjtXZhzGp3flVdURR5N3gRDhFCuvhx1y8DzmtzbF8B37x+HJ8ADV+uHHjJfszaWoynRsb3I8/P0sgvEtiyx8TuIxZnum6mQEGRHeO/6smolODjJadDKzXRTdV0a69mYA8X2kSpKmc83g76G5vczpTJtZ8BsFvsmNVyXD3q9/sJCnJen/n551jCK5Uo5GC8unGyVWjbVsu0aT58910JzZvHYzDULrZK4r+FJFAakNyKkSLMrWZxC3K5nO/3fMXtTScwY9RLrMheWqdpf4lLU6wTeOClQlZsMiI6oGUTFT+840/frvW/dv/t7B9ZMOc37IKdDv3a8f5fb+Lt713r4xgEgYhVqym2Oq+rl1q14p12Vz59+AyFRoFW32ZSZBJ5o58Pr/bzwSqItFpxiEyjlVltQ3m9Y/WzOB80+QObUcAtQMv0g7edt91oFJg2ZDMyuYz5u4Ze0tl07NJcbCK83tKLOd+WEnPCQkKKs55MaZmI/ZwAVZkMPFxlhAY568l0aKWmbxct/bu54O528fMYdWYMeUZajKh94Kku02nDbrbLCfGpv9ilMyiVMqzWqoIr1FtBWrGdmHQzncOvbPZWTfn22zD++ktPYaGdUaNS+OefJle7SxLXKJJAaUBO6JwF2Zq413xwCgwN4NUFL/Hq3W/xSJ8nWHRi3hXq3X8TnV7gwZcLWbbBiChCVISS794KYEDP+hcmMVuPMPuuNynJL8HLz5M3f3uF7jfX3IX0XKqkDysUJI688unD55JTJtD6u0x0FpEPB/ryfC9vBFGk9T8xpJVbeC46hHc7RVa777cDVlKaXo5CLefFzLurbXP/TRswGgRe/bY7EVFVI/3Tsmxs3mNi31ELsYlWTumsFPVxwAl4eZ6usp1GDX7eClo20dAmSk33DhoG99TSNLzuywp7vnRaC3R/6ML2+hci54gzNsgmgm/gBcaAy0iq9PFRUVBgxWwWKg3spvRy541Vpcz8q5gNT1+8EntDkpHRElfXk6xcWcaGDXpuvvn6ysaUaBgkgdKAxJc5i1S18Kzdze/muwaxc8Vu1i/axCdPfs6znz95Jbr3n0JvEJk2u4DFa8sRRWgWpuTbt/wZ3PvybLirPZfOwKxxrxCz5QhyhZyJM+7isfen1SlI8t/pw3c0DmFxA6QPn0taqY2232disDr4apgfj3XxQhBF2v5zmCSDmcdbBvFR1+pnGFY8uYvUbbkggxfS76qSonuGz186zImDJUQNjOSo0Y9503I4nXY2Xffce7hMDowAbDDC14VeTzkr6/burEGtrn/32ON/nkKmkNF6TPNa75sXW4ADsDsgMKT66+xyPB86dfJg/foivvoqjeeec1b6nT3CizdWlbI35dqJQwHQapXMmxfK5MmZDB+eKqUeS1SLdEU0IEkVNvdtvNxqve9rC17i2K5YFn+xjN4je9JzePf67t5/AkO5yMOvFvDHqnLsIjQJVfLNG34M61f776Qm/PTmfH56az52wU7bXq2Zs/xtfAMvnolyITbk5jJ8x87K9OEdAwfQswHSh88lschKxx+zMAkO5t3qz+T2noiiSKeVR4jXm3ioeSO+7F79zfvAT/Hs+SIOgEf3jMI9wIUTiVa27DVxMNZZXTcl1YK+SI21eQ9iM2Us+1oHgItWRoCvnE7RStq11NCzo4ZBPV1497COLw/peb2fD6/1q9vnWlNEUSQ/rojAVn51EpeFp3VYkVNTm/vaMm1aGOvXF/HHHzmVAkWpVCKXgcFy7dld3XefL199VcT+/SZatEgkOVlKPZaoiiRQGpD0cudTTIRb7aeY5XI53+3+knGRE5h52yusyFqMl680LVpTjEaRR18v5Nd/DNjtEBGi4OvX/Rk54MoIk6O7jvPyna9TlFOMh48Hry18iT4je9b5eOemD3f29uZQA6UPn0tsvoWuP2dhtcPvYwMZ39odURTpsvoosaVG7msayHe9zq/sq9MLLFmQy8oXT1HiE0FG03C+eNiI0ZhaZcZAqQCNoQx3q4m+N3vRr4c7N3XX0qWtulpBkKaz8XWMnsYeiisuTgAS1qYgCiJt72hZp/1LUksxV9jchzWvf/v5225zBu0mJJRXeT3YS06WTiQ+10zLoGsjDuUM+/Y5U49TUqTUY4nzkQRKA5JjsqGQUWf/g4AQf95Y9DIv3/kGD/d+gt9Pza/nHt54mM0ij71RxILlZQh2CAtS8MWr/owZcmWEiUFv4KU7XufAhkPI5XLGP307T338WJ2/89MGA+3Wra9MH/6la1cmNYms1z7XhAPZZvrMz8bugL/vaMSoFm6IokjPtcc4UlLOXRF+POERzoc/6DgUayE+xZmuq9OLCILDGZka3A6FQ0QrKGjkp6BZJ2eAau9OLgzsqeGBvutIzNTxzvxejJp0flryv7n1z1xEByy/o1EDfAKw95vDAPR6onOd9i/LNmBVqkCAyJb1/3Ahl8vPs7wHmNDNnY826Hl+aQn/PH6+Ud7V5vDhFrRt60w9fuABX0JCpNRjCSeSQGlACixWtIrLWxcfdMcARk7ey+pf1vHBo//jhW+eqafe3ViYzSLT3ypi3rIyBAEaN1Lw2Wx/bh92ZYQJwPz3F/H9qz8j2ASiu7Zkzt9vExBS98Jkjx86xNcV6cMhWg1JI0agvQrr9DvTTQxclIPDAb8PD0B/SmT674XMd2Sgb1qOfJsHf2zX8AfZlfuoVeDjpaBjKxXe20/SyKinVQc3Xto9vFqx9sEzB0k8rmPYXRGMmnTpDJmfj+qJLbRxWwtXugY3zKxA6s5M3AJccPev2/JMeZEJi1INAjRtfQGBcpkrMVqtHJNJrPLaW7d489EGPdsTzZd38CtEmzZaHnvMl6+/LiYqKp7ycin1WMKJJFAaEJ3Fjofy8g2aXv7pBY7sOMayuSvoM6rXZS0d3GhYrSJPvV3Ej0vKsAkQHKDg05f9GD/yyqVnnzxwilnjXiU/swB3Lzde+eU1+o/pW+fjGQSByFWrKapMH27JO+0abtC2WkV2x1jYftDMulPl7PazggCydTD+5wJno35lMKAcxW4Pmmf40nyAkk6tNfTtoqFfFxdcXSs8QxotpLzYjGeoK7P2jqz2fLvWZbPw03iCwlyZs+jSAb9mQeTxdUW4KGUsGnt+0cErgS5dj1lnof1dFzeLuxgWvRWL0imQvX0vIqrqYHV/hrAwLQkJRo4e1dGhgzfgDEiVy0BvvvbiUM7w1VehLF5cSkGBnVtuSWbVqqtfP0ji6iMJlAbEINgJr6EHysU4448yNuwuZo17lRWZf9bJR+NGwmoVee79Yr77Q4/VBo38FXwyy5d7Rl25UvNGg5HZd73JntX7kMlljHtsDM998eRlWZh/lXiaJ44cAcBNoeD0FUwfTk63snmvmX1HLZxItJKWLVCks2M5Y+zlBQwDrBBwUEZUczVto9TsbpJNrKqMocHerPvmwr4rX3RdRnm+GZWLghkp1acT64rNPDV2G0qVjIV7h9Xos5uwPL8ySFd7CX+U+mLXZwcB6F3H5R0AwSJgUilQXoHsojMMHepPQkI6H36YysKFHStfD3SXk1smklksEOp7bQ776enO1OPVqw2sW6dn2DApxu6/zrV5pd6gmEWRwEvU4akpvoE+vP3nq8wc+woP9X6CxQkL6+W41xuCIDJjTjFfL3IKk0BfOR/O9OO+266cMAH47ZM/+WbWD9isNlp0as4Hy9+mUXjdYyEEQaDtho3EV6QP3944hCX1kD5cXi6y7YCJnYfMHImzcjpdILdAwGCsmq6rkIOXh5yoCBUtmqhQRsJiixGNEg7eH0qbAGdcwJgtJ4nNLOOmRp6sG3JhcfLH5K1kHypCJocXsydc0Gjtvt7rsZpFPlrc94Kpt+dyINvM8gQj7QJUTG7fcDewkysSUWgURPY93xW3Jhh1ZnCAyaFA61K/NvfnMmNGU778Mp2dO4urvH5bJ1e+2W7gmSWFLJ52bQaiarVK5s8PZdKkTEaOlFKPJSSB0mAIoojogJAa2tzXhP5j+jLqwZH888Nq3n3oQ176fka9HftaRxBEZn1czBcL9Fis4O8j5/0Zvjxwx5W9aZ2KSWDWuFfJTcvD1cOV1xbMYvD4i9uwX4p/pw9vH3ATvfxrHrsiiiInEm1s2Wfi4HErJ5OsZOQIlJSK2P5VT8ZVKyPAT0HXtkratVDTq5OGQb1cCPQ7OxT8dETPg6sLcVHLOPZgY5r5OK/ZO7fFsSKzmN4BHmy+iDjZ8clxjsw/DcD0o+Nw9a5+BuiNh/eRGl/GmClNGXpHzeoGjV2Sh1wGK8c3XLCnIIgUJ+lo3K3u58yOyQPAbJfh7nPxh5TLWOEhvCJ9OTe3qr/9B+N8+Wa7gU2nrs04lDPce68z9XjvXhNRUYmkpEipx/9lJIHSQJzxQAmvhYtsTXjp+xkc3naUf35YTd9be11W7MP1gCiKzPq4hM/n6zFbHPh6y/n8FV+m3XVlhYnZaObVe95mx9+7kMlkjHpwJDPnPotCcXlPw8O2b2d9Xs3Sh4t1Apv3mNl92MyxeCvJGQL5RXbKTVVjC5RK8PGU07aFmuhmKrq00TCgh5aO0dWn657LFwdLeXJ9ER5qGbEPhRHu5RwiJu44xZL0Irr6ubNjaLsLHuf0pixWP7cPgLv/GEhwW99q221dkcnS704T1sydN37scdE+neHVbcVkG+w82dWzsl8NwZFfT+BwQMeJret8jNzjztgdiwAhNSxkWFcUCrBYqgbKumuVyACdUax+p2uIPXui0GiOkZpq49VXc3jzzWsv80iiYZAESgNxUmcEoJl7/ccTfL/7S0aHjmf2+DdZlvY7fkHV3xSuZ0RR5JVPS/jfPD0mswMfTzkfz/TlsXu9rvi5F3/xF1/OmIvVYqNpuyZ8uOIdQiIvb9D8d/rwvK5dua9JJIIgcuC4le0HTByKtRKfYiMrT0BXJmI/J3tUJgM3VxnBAQqahavoEK2mT2ctA3q44OletxiHD/aUMHNLCT5aOSenhRLk7hwepu5OYFFqIR18XNk3vP0FxUlxqp4fh6wBoP+L7ekwvlm17YryzTx35w5UGjnzd9cs7iTfIPDubh1+LnL+N6Rhr+9DPx8HoPuD7et8jMIE55KLTQC/RpdwkpZdzhwKeHurKCqyIQhClSUSP3c5hQaRQoOAv/u1PfQfO9aCVq0SeOutAqZN8yE09Nryb5FoGK7tq/QGIrFiBqWVZ/07SHr7e/PeX2/y/C2zmNbnCRYnLrysQM1rCVEUefNLHR/+WIrR5MDLQ8ac532Zfp/3FT93UmwyL4yZTXZyDi5uWl7/8QWGTbx8g7Tph2L4MikZANdSFzpuacfsLxw8XJKC+V+On2oV+Hor6NpGTesoNd3baxjYw4WWTev3Kfy17cW8uVNHgKucU9NC8XV1Dg2P7j3NvKR82ni5EDOy4wWvK6tR4OOoxQC0GBHKiPeqdzoWRZF7e63DZhX54p+b8Aus2Y1n9JI87A7487ZGDX5tZx7IxSvMA7Vr3T/zkpRSRJyldgJD6r/O07m0a+fO1q0lfPttBo8/frYQ3y1tXfhlbznPLi5i/tSG8Y6pKy1banniCV++/LKYli0TpdTj/yiSQGkgUgxOgdLa+8oMTn1G9mTco6P565sVvHP/B7wy78Urcp6GQhRF3p1byvvf6ig3OfB0l/Hxi748e7/3FT+32WzlzXvfYcvS7chkMkZOHsasH56vdcCe2SyyK8bMjoNmDp+0Epdh5vTAOBzh5SDI4PcmGE95s1cu4OEmI7KxkhaRznTdfl219OmsRau98jfj5zcW8vF+PcH/Z++sw5s63z98x9rU3QtVWtx1yHAm+IC5b8w35vKd628wNsaM+WAb23B3dy1OaWlL3b1pmkZOfn+ctlCopU3bFHJfV6+NnnPe8yZN3vO8j3weRxkXZrbDueKeLxyNZ8HFTCKclZwc36tWw0AQBD4N+BtBb8Q9zImHN9xS673eefgQaQkqZjzVgZvH1y/GBrDyQimH08sZFaRkZHDzPtyvJuNsDjq1jogmhHcAitJK0CoUoAP/4ObT4gF46KEAdu0qYPHijGoGyhfTPFh4qJSNZ8ua9f7m4ptvAlmypIjsbAO33JLApk3W0uMbDauB0kKkqEWZe09l88WfX/3+RY7vPMGGhZsZPH4gI6cNb7Z7NReCIDD7lyI++b4QldqIk4OEz19x45XHXFpk57zyp7V8Petbysu0BHdqz5w1nxAYXveDNPaSlp2HNBw+LfaTSa4o19XqrjgpqAQejAcbAWmRDfek9Wb0wy6MHGhHO7/W+xo+tSmHBVElBDnLOD+zHfYVJbCvHb/E/AsZhDoqOTehN/I63vt5XZZTXqjD1knBy7HTaz1v03+JrF10iZCOzrz9fcN6SekFgQfXZWMjgxV3tHz1yf55YnnxkBf7NWmc0pwy9Da2oIP2HZq3wuzee/156KGzREerqv3e01HMQ8krtfw8lEqSksTS482bVWzaVMwtt1hLj28krAZKC5FZpkMhbVpsuSH8uP9bJgZM5717PqHbTV2bpGTakgiCwNzfivnouwJKSo042Ev4+EU33nyiZQyTxOgkXp30P1IvpqG0V/K/319j/EO3Vh0vVgnsOlLG/uMaTkVriU/WkZlnoPTqcl2ZWK4bGaogMkRBz85yfvY8RpKgAglMCfBnxYyW7T5cGw+uzWbRGRUd3OScfTwQm4pS4HdOJDLnfBpBDrZE12OcLJq8hZwLRUhkEt5Iv7vWv1VWqpq37j+ArZ2MPw+Oa/AcH1ufS4nWyFej3as8Oy1J7KYEbBwU+HRqWlNGTXE55bZOUAqhnZo3b0oulyORQFGR/ppjbvZS8tUCJWV6nOwsf/lXKuX8/Xcg99yTyu23W0uPbzSsf+kWIq9ch30TZe4bgou7M5+v+ogXb3mdmTc9y/KExRafj/L1wkLem19AUYkRezsJ7z/nxjvPtIxhotVq+fjBz9n63w6MQI8JEwif8AD/nDHw3uRUUjL1FBQL6K9a6x3sJHi5y+jfXU73SBtu6qVk5EAlHm6Xv1I7srIYu3c3BqMRudT08uHmZPryTJbFqOnqqeDEYwFVRsiHp5P4+GwqAXY2XJjYp8poqYmt7x0jenUyAC/F3IHSsWbvYGXeiV5n5PuNN+Ps2jAvYnSOlkVnVIS6ypnV39W0F2gGtGotxWkqwka2b/JY+jI95RXvT3DHOrwAZhJ7tbWVotFc6ykZ3UnJkuNqXluezw/3tYwKb1O5+253vv02jwMHyggLiyUpqWnhNittB6uB0kIU6fQ4K5pPoOlKBo7rz4znp7Jk/go+uP9TPvj77Ra5r6l8+2cR73xdQGGxgJ1SwjvPuPL+c67Nbpjk5uvZfqCMf/86w9Gdp9FIwigNHotG7snhCxK4UAyAQg5uLlJ6RNrQMcyGft1sGDHAjq4RinrneOvevWzKFLUverm4EDV2TLO+JlO4/b8MNsSX0cfXhiMP+Ve9ltlnU3nvVAq+SgWxk3vXqdJ6duUldnx4EoAH1o3FM8y11nNfvXM/Walq7n+pIwNHNbz6acLSTADWTW8dYbHDC04C0PeRxlfvgGjoGAUjZRIFEokRpbKeZdcMjtaAAFvi48uIiVERGXm5zcPcOzxZcjyZlafU/HBf0+/TUuzfL5YeJyfreeedDD76yFp6fCNgNVBaCLVeMIvMfUN58evnOLo9ii2LtzN4/CDG3j2q2e4lGAX0goBCKkPSgBLJd77K5+tFRZSUGlHaSnjzCRc+ftHNrIaJXi9w6GQ5e45qiDpfTuwlHWlZBopKBAxVG0tfZI5OKG2ltAt0Jry92F13SB8lN/e3w9HB9PnUVj5sCQiCwMjFmexO1jA00JZd9/lVvefzzqfy+olEvGzlxEzqg30dbvSsc/n8PXU7AOM+7Uun22v3MKxemMDWZclE9HDl1bl9GjzXeUcKiS/U80A3Rzp5tU5325OLzyORSuh+V9PEwjLP5AKgFqQobOt3kZgjEDxypDvx8WnMmRPPL7/0qPp9oLuYh5Kjajt5KJVUlh5//HEOTzxhLT2+ETDZQNmzZw9z5szh+PHjZGRksHLlSiZPnlx13Gg08t577/Hzzz9TWFjI4MGD+eGHH+jQoUPVOfn5+Tz33HOsXbsWqVTKHXfcwddff42jY/M1dGtttIIRn2ZMkK2JBfu+YaL/ND568DN6Du2Od6CX2cbWCwaO5iSxO+MiiSV5GAEHuQ39vYMZ7heBr/21buyf/yti1if5qCualr36qAufvuxWqwx6Q0hO17P9gJrDp8o5e1FLYpqevAIBjbb6g8DWBtxdpATZxEPSPpS6dG4eFca85S9hY2Oev8usEyf4Oi4eAF9bWy7d1jrdh2tCEARuWpTB4fRyxoYo2Xy3f9Wx72PSefF4Iu42cmIn98XZpvY5qws1fN19BQBdpwcz/M2etZ6beqmE9x87hJ2DnEX7Gu5BKikXeH1nPk42En69vfVCYplncvAId0XWxNBsxilRiK9ML8HOoWW8qC+/HMbPP6exa1f+NceclRKKNEY0Gn393hwLIjJSyQsvePD113lERFxErbaWHl/vmPzpLC0tpUePHjzyyCNMnTr1muOzZ89m/vz5LFy4kJCQEN555x3GjRvH+fPnUVY0Pbv33nvJyMhg69at6HQ6Hn74YWbOnMnixYub/oosEJVWjxEIaIKOQmNwdnXki3Wf8tyol3l80DOsTPrXLF6KYq2Gb8/tIklVffEr1WvZmR7L7oyL3Bfen8G+olDXwhXFvPRZPvlF1Xdt7z/fMOOkrExgz7Ey9h0v52R0ORcT9WTk6FGVGhGusEOkUnB2lBLaXk5EsOKKcl1bdi7dwedPzKWsVENAqB+fr/6YsK7mKVtU6fWErN9AbkX34dciIvi8R9PCAuZELwj0+TWd0zlapkTYs2La5ZDJLxczeOZIAq4KGTGTeuNah3Gi1wv8X+C/GAXw6erGvUtq14QRBIH7b9qCwWDkh00jsK8lP6Umpi7PRGuAxZO860zQbU7idyVj0Ap0ntyh/pPrIedCHgBlWiOu3g14H8zgQqkM66SllV9z7OYIJWtOl/G/tYXMnW4ZOVENZd68AP79t5CsLAPjxsWzeXPNYoBWrg9MNlBuvfVWbr311hqPGY1G5s2bx9tvv82kSZMAWLRoET4+PqxatYq77rqL6OhoNm3axNGjR+nbty8A33zzDbfddhtffPEF/v7+NY7dlokuEnUHgs0sc98Q+o7szT2vzGDxF0t4564P+WTJ+00aTycYrjFOfOyccFIoSVLloxMMCEYjf148zJ4dcuZ9YyQ7TzRMJBKqVbxcTNTRo5P4ngiCQMwlPTsPlnHkjFium5JhIL/oqnJdwE4pwctNSs9OcrpF2DKwpy0jB9rh73PtxzntUgYP93mLhLOJKGwVvPTN80x/dkqT3oMrWRAfz1NRJwCx+/CFsWMItCBPoFYv0P2XNGLyddzbxZG/Jl1OjFwUn8Xjh+JxVsiImdSn3hL4uWH/oSvVY+duw/On6n4PX5i0h7xMDY+/3ZXeQxqejLkjsYxtiRr6+9lwR8fm1Qupi4PfHgdgyAt9mzxWfkIRIMrPuzVI5t481X4yGTUmys6d5s6a02n8e1zV5gwUgMREsfR4y5ZS1q0rYvz45leTttI6mNW/d+nSJTIzMxk9+vLOysXFhQEDBnDw4EHuuusuDh48iKura5VxAjB69GikUimHDx9mypRrF77y8nLKyy/vBIqLi8057WYnuliUue/g1LIiU5U8N+cpjmw5xo6lu9n01xZuuW9so8c6mpNUZZy42tjxaORNdHDxRiKRUKrTsirxJL+tyefgP8GUFRuqqXYbrwq/3/9aNmq1kazKct0rjsll4OIspVOYDR1DFfTpasvN/ZT06WrTIJe7Xq9n9pNfse63jRiNRoZNHsIHf/8Ppb154tZ6vZ7u27YTXVICVJQPm6H7sDnR6AU6/ZhKYpGex3s68dNtl0N8/13K5qEDF3GUS4me2BvveppY/jxyPYXJpUgVUt5Iu6dOT9x/P8Sye10aXfu589xHPWo972oEQWDGyixkEljbSomxlSTsTsHOTYmzf9M1S4pSi5EppOh1Rjz9Wm4NcHaWU1Cgv0byPtxb3BRkFrW9PBQQS48XLw7k7rtTmTgxCa3WWnp8vWLWv2pmpph17+NTXUbZx8en6lhmZibe3tV3VHK5HHd396pzruazzz7jgw8+MOdUW5S4Cpn7Ts0gc99Qftj7NRP8p/Pxw7PpMbQ7fkGNewDszrhY9f+PdhxMhMvlv2VCArzzlC+XUj2RSIxIZAJGQ+0PsjMxOhzsJfh4yAjtKSaoDuplx4gBtri7Nv6juX3pLj59dA7qEjW+QT58tuJDOvaOaPR4V7MzO5sxe/ZiMBqRSSTsvvlmBntZ1k5UpRXouCCFNJWBF/s78+Xoy/NbmZTL3ftisZNJOTehN/72dXv21rxwgISdGSCBV+KmYVNH3kJCdBGfPXsUByc5v+wyrXLp5e355JUJvDPYFe9W7BWjyi5FnVtGp0nhZhpPDXaiiqxPYMutAZ07O7J/fyF//ZXOQw9VT2R2spVQUm68xnhpK9x1lzvff5/P3r1qQkNjSU62lh5fj1i2QEYFb775JkVFRVU/KSkprT0lk0gqrejD49J6BoqjsyNfbvg/DAYDMwc9iyCYvnsyCAKJJWI83dfOmQ7O4o58yQYVXW5LofuEVJLT9RWhHEmdxolMCvdMcEB1MoT47e3Z+oc/X7zhyR3jHBptnGQlZ/FAr8d5e8YH6Mp1PD/3KVYm/muycVJ2ZVe+q7h9715G7t6DwWikh4sL+ml3WJxxUqjRE/Z9MmkqA2/d5FLNOFmXmscdey6glEk5O6E37etpXnns9xgOzj8PwOO7bsOtfe0aHnq9wENDt2I0wk/bR2Nv3/C/Y3KRnvnHRLn9D29u3WaX+78RwzsDn+pllvE0heXoHcT3OSC0/vBfE3sFVnHffQEA/PFH2jXHBoWKRumH64vMc7NWYM+ecGxtISVFz1tvpbf2dKw0A2Y1UHx9xV15VlZWtd9nZWVVHfP19SU7O7vacb1eT35+ftU5V2Nra4uzs3O1n7ZEmlqLBOrUlWgJeg3rwf2v301uRh5vTXvP5Ov1xstGjZNCWVVSvHRTKRcSdHQIkvPgFEdeekZG5LBM/CKLsK0oq5RfVbxgEOB83FXJJY1EEATmPP0VU0Lu5uLJOAbdNoBNeau4+6UZJo81NyYW3zVriVdVlwmPV6mwX7GCDZlZSIDf+/TmpAVpm1SSrdIT9n0q2WqBT29245PhlxVQN6cXMGlnNLZSCSdu70mIU93GSfLhbJY/sheA8fMHEjqs7vywp2/dSWFeOc990oNu/UxTXh2/JAPBCKumtX4Tu3PLY5EqpESOM08StVatQ6cUQztBHVpu7XrsMdFAOXtWdc2xOVNFI3Dh4WuPtSXOnhU3H599lktioqaVZ2PF3Jj1iRkSEoKvry/bt2+v+l1xcTGHDx9m0KBBAAwaNIjCwkKOHz9edc6OHTsQBIEBAwaYczoWQ7ZGh62s+WXuG8LTn80ksncHdq/cx9rfN5p0rY1Uhp1MAUCSKo8yvVi18tccL8pOhxC7tT2/fubNoAn53PxgIhNei2bNWgPrf/Ll/smOuDiJH7dKY+Viog7j1YkpJrJ71T7GuotNEr0CPPn1yA98uf7/sHc03VuVW17Oe+fOUazXc8/hw+grvEyzTpwgfOMmygwCvra2qKdM5qFQy2tcllaip8OCFPI1AvNGu/PmYLeqYzsyC7ltxznkUgnHbutJZD3evOJMNT8MWgNAn0cjGPxc1zrPX/TleQ5ty6T3UC8ee7Puc6+59kwJZ3J0TOpgT3//1tW2EASBnNh8fLqYxyum1wsYDUY0FaXsYZ0bYKCYaamoDN0UFl67EejeTnyf0wpr9xa2BcLDlbz0kmgMd+58sZ6zrbQ1TPalq1Qq4uLiqv596dIlTp48ibu7O+3bt2fWrFl8/PHHdOjQoarM2N/fv0orpVOnTtxyyy08/vjjLFiwAJ1Ox7PPPstdd911XVbwAOSX63GQtYz+QUP4fvc8xvvewf89/gW9hnUnMCyg2vGCcjUrLp3kXEE6WsGAl9KRByMGEuzkQX/vYHZnXEQrGFiVeIq7wvpiayslpjCLpWejSFcXIVR4WuQSKQP92+McrOS24fbc81Qsv21L5vQhBy4d90BXLkeng8bIkOSk5/LaxP9x4XgscoWcpz57nAfeuKdJ78vH56PRVBglR/ML+ODceRYkJFhs+fCVJBRo6f5LGqU6Iz/e6snMXpcfhPuzixi77SwyiYTDt/Sgi1vd1TF6rZ7Zwf+CEdoN8GLaL8PqPD/2dAFzXz2Bk6uCn7aNNGne5XqBJzfmYieX8O+U1pdeP7siFqPBSI87O5plvMoSY41EAZQTENKyFV62tlLKy2sO5zrYQKmWNpuHUsncuQH8808hGRkGRo+OZ9s2a+nx9YLJn8pjx44xYsSIqn+/9NJLADz44IP88ccfvPbaa5SWljJz5kwKCwsZMmQImzZtqtJAAfj777959tlnGTVqVJVQ2/z5883wciyTYp0BL6WitadRhb2jPV9tns2TQ5/niSHPsTZtWVVVRqlOy5xTW4lw9eG5rsNxUijJLivBQS5aESP8I9ibEYeAkV0ZF0lXF9HDPYCViacIcHBFJpFgqHCKdHDxxtlG/LsfzUliZXIUz9zWj5A7PdmaeoHDqalo8MeGhu+aBUHg6xe/Y9m3qxAEgf5j+/LJ0vdwdG7awn+ptJTv4uMxVHh0jMDHFy4Allk+fCXROVp6/55Gud7IXxO9uLfr5cqTozklDN9yBgkSDtzSnZ4edb8GQRD4v3b/YigXcPS14+lDk+o8X6vV8/DNWwH4ffcYbOrQUamJe1ZnU6Y38sttnq0eAgU4+vMpAAY+bZ78k4yTYji7VJAilUmaLPpmKn5+tiQmlpGYqCI4uPrfvm97JbvjNHy5vYTXxrnVMkLbIDExEqXyPNu3l7J6dRGTJllLj68HTP62DB8+HKPReM3PH3/8AYBEIuHDDz8kMzMTjUbDtm3biIionqTo7u7O4sWLKSkpoaioiN9+++26VpEtMwh42lrWDqXH4G48/Pb95GcW8Nqky716Nqeex83WnociBhLi5Imn0pHObn542YkPPT97F+7tcLn1fGxRNksvnUBvFEhS5aMVRJexnUxRLXyzLe0CQ3zDGOwbhr+DC/dH9MfJUcqBrPgGz3n/hkPc4jmZJfNX4O7jxoJ98/l68xyTjBODUUBjuDa09L8zZ2s8314qJWviBIs1Tk5mldPzt1S0BiPLp/pUM06i8koYvPk0AHvGdaWvR/0ls98PXENptga5UsbrSXfWe/7M0TsoKdTx8he9iehu2kPuWIaGFTFqungqeLSnZeSVJR9Mx8nXAaWzeUJN2edFmftSLdjYNnC5NVeWLDB0qPg3+eKLS9cc+6wiD+WnvSVmu19rYWMjZ9mydgBMmZKE/urunlbaJJb11LxO0RuN+NWjM9EazPzwEQ5tOsL+dQdZ9dNaJs+cwOm8VDq7+fFj9F4uFmXjamPPzX4dGOp3ueRyiG849nJbVlw6QY6mepKdTCKlv1cQwU4erEwUd6N6wUByST63Bl4uBZRKJHR09SWhOLfeeeZnF/DapP9x7lA0MrmMxz94mEfefaDBr9MgCBzLTWJ3RhwJxTkYAaVMTl+vIEb4R5CjhX9qqQzTCAIvnzrFgj4N7yPTUhxK1TDsr3QMRlg3w4dbwy6Hbs4WlDJo02kEjOwY3Y1BXvXvKJc8tIu0o7kggVcv3Ym8Hm/Iz5+cIWpvDgNH+/LAi6b3q5myLAupBNbPaF3Nk0pyLuZTXqI1i3psJXlxhQCUqgXsHVvei/rKKyH8+Wc6W7fmXXNsUKhohCXlXx8P86lT3Rg2LI89e9QEB8eSmmotPW7rWA2UZiZTLeYvtGvBRoGm8P2uedzuO5U5T8+jz4ie5GhU7M64yOjAjtzarguJJfn8l3AcuVTKIJ/LiaG9PdvR0yOQC4WZ/HJhP/72rvTxakcfz/Y429hxJj8NjUGH1qBHrdciYMTJpvqu1NlGSWZZ7aJ7giDw3es/8u9XyxAMAn1G9uLT5R/i7Npwb0apTsv353cTV5xT7fcag559mfHsz4znSFntO38B+DHhEhP8/bndz3I6qO5MKmPM4gwkwPZ7/BgedFkALLpITd8NJ9ELRraM6sIw3/qNk33zznBioZhb9tThiTj71p1Ee+ZoHt++cxpXD1u+3ziiznNr4sO9BaSWGHi2jzNBrpYR/tw/7xgAQ14wnzFalFqMVC5BXapvsAaKOdPpu3cX//YpKTVXuNgpoMw8xXQWwe7d4SiVZ0hL0/P66+l8/vn1mdd4o9D6Qd/rnHOFpQCEtILMfUNQ2iuZv20uRsHIzMHPIwhG2ju6MyW4J+0d3RnmF84Q37BqAm2VSCUSOrv54aCwpYu7HyP8I3G2MY9S5pGtx7jNewqLv1iCi4cL3+38im+3f2mScSIYhWuME2+lIxEu3tjKRNv8glrCiaLSa66VSyTIrnC1r0y7VkuitdgYV8roxRlIJbDvAf9qxkl8cRm9159EJxhZO6Izo/zrD7vEbU9l/YuHAZj2+zDa96s7WVWt1jNz1DYkEli4f4zJzR5z1Xo+2l+Au1LK12NaV/PkSmI2JCC3kxPQx3yGaElWKQp7BeUaATevBoaNzFzwJ5XWLHkP0CNQ9Ox+v6vQvDdtRc6eFT1gs2dbS4/bOlYDpZmJKRH78EQ4t47MfUPo0r8Tj73/EIU5heQuOoGfffUdt5+dCwXl6lqvd1YoKdZWXwiKtRqUMgU2MjmOClukSCip4RwXRfVFuzC3kCeGPs8LY19FVVTKQ2/fx4asFfQe3tPk13UqL63KOHFSKHmh6wg+7DuBl7uPZnb/KZTJfNhdXN2J6KZQMMDdnfuDgvi4axeWDxrEmbFj+KF3b5Pv3xwsv6Di9iVZKKRw7OEABgRcfv+SVBq6rztBuUFgxfCO3BZY/8M/71IRv47eBMBNL3Shz0P1i9o9NnwrpSV6/vd9f0IiTU9GnLg0C70A/072NkvzSnOg1+opSCoioLd5dVjK8jXYOtsiGIx4NVjm3rwWirOzHKORGvMyPpwgGrDzd7b9PJRKwsOVvPKKWHrcqZO19LgtYxmrw3VMfIXMfReX1mt81hAeefcBug7qTOpvxzi+9Vi1YxmqQhzUtS+aoc6eXCis3qYgujCTUGdRS0IuldHeyZ3owssCfoLRyIUrzjEajSz43y+M95vG6X1n6DG0G+sylvHER482+jVd6fW5v0N/Orv5IZFI0AoCkw8c4s+0AkBCO4Weye46dg7pTf7kSRwaNZLf+vXljY4dmRoYQFcXFxQW8CD980wJ01dko5RLOPVYIN19LnvlUks1dFkbRZlB4N+hkUxqV7+Oh0al5cvIZQCEjvRjwrxB9V7zzdsnOXs0n5vHBzD9CdNzNVbHlHIwrZwR7ZWMCW09ZeWrOfbbGTBC7wdM03CpD22pDmmF5oxv+wa+XjN7UCIixLVn5crsa46N6SweS8i9juI8wJw5Afj7y9BojIwcGVf/BVYsktZfda9zkkvFJodBDpaXJHs13+z4CgdPR6Le28Bf+3eRXVbC1tMn+HXal2wfvwBNmfhaVl46ye8xB6quu9mvA7kaFcsvnSBTXcSu9FiO5yQzOiCy6pzRAR3ZlxnHwawEMtRFLI47ilbQc5NPKFG7TnK771QWfvo3jq6OzN/2BQv2zMfV07VJr6cyAdfVxo5u7qLWy8G8PLzXrGFzVhadnJzYMaQ3t3oIeNsYySkrbNL9mpMfo4p5YG0O9goJ5x4PIPKKrriZai2d15xArRf4c3AEM4K96hhJRBAEPm/3L4LOiGuQA49vv73ea6L2ZfPzp+fw9FXy9eq6tVFqu+cD67JRSGHVNMtIjK3kxJ/nQAJ9HjKfgSIIAoJOQOcoek4CGyBzD2Yt4gFgRkUS8k8/1ZwIrpSDrm3rtdVIUlIkEgns3KlmxYrC1p6OlUZgNVCamYwyHTIJFuPKrgul0oZvN85BKCln0bM/8dL3C/hw6FuUns1Cqy7n0rlEAIq0ZeRfEfLxVDrybJfhRBdk8lHURramXeD+iAF0cbucoNbPK4hpob1Yk3Saj6M2klJawCPt+vPmuLd4ZsSLFOUVc99rd7EhawX9RpknSVFXUfLsqLBFWrHqL0xMRKU3MLd7d87fMo5gR+drzrc0vjpcyJObcnGxlRD7ZDtC3C4bJ7kaLR3XHKdEb+DXQR24N7RhYmfzui5HU6hF4SDn5bj6y4nVKi1P3bIDmUzCogNjG/V5fmxDHsXlRj4b7o6z0rK+D2lRWbgFu9RbuWQKBUliArhWKXq6giNbp5T6mWeCADh1quaE9M5+4udp0cG21SW+PuRyOcuWiU0Sp01LtpYet0GsVTzNTE65FmUbME4q6dgnksfffZAf3/6NkpMZSKSSKs2Qiyfj6NQ3kocirw0FRLr68HbvW+sce4R/JCP8Ra/Krx/8wVMfz8GgN9B1UGc+X/Ux7t7mFYtys7Unr7yU9NIiCsvVuNra832vXrzfpQu+FcKB5wsyq51vaXyyr4C394gJpTFPBuJ5RQO+fI2WyNVRFOkMLOgfxsPhDcufWDRlCznRRUhkEt5IvqtBSa4PDNlKWamBj/8YRGBI/XoqVxOTp+WP0yWEuMh5eaCrydc3JylH09Fr9HQab14F0owoMaSplohVSuFdWkc8TFnRfTq/lnLit29zZeqP2XyxtYgHBlmGHo25mDrVlZtvzmX3bjVBQbGkpVlLj9sSVgOlmSksN+CosByZ+/rIy8zn8JbLOShGQTROZAoZF081XFStNk7tO8P/ZrxPXkY+zu5OvPvnWwy+bWCjx6tPln9jyjkEjCy/dJKHIwchlUop0hTxy/md1WT5JYhenkp2pseyNTWaIm0ZgY5u3BXWhxCnlu1a/ObOPP7vYBE+9jIuPBmAq/Ly17VIqydyTRT5Wj3z+4byRGTDKk+2vn+M6FXJADx3cjL27vVXlsx5+TixpwoZM609Ex9sXA+iCUtEQ3DN9NZvBng1+78W+4INfrFfPWeaRtY5MUFbVdHV27Oe0u1KJOaO8QA2NhK02pr7Xk3p5QhkE5N1feWhVLJrVzh2dmdIT9fz6qtpzJkTUP9FViyCtrO1b6Oo9AbczOg2bk6O7zzBvV0f5sz+a1VVDToDMcdjGz22qljF82Ne4cmhz1OQVciMWXewMWdVk4yTSll+mVTKc12H836f25ke2rtKln+YXzgKqWgcHslJ5POTm9mUco75Z3cik0hQSKVULtmhFaq5IMryL0uI4vb2Xflfr1sJdHBl/tmd11QqNScvbMnl/w4WEegkI+7pdtWME5VWT+Tq4+SW65ndO5jnOjVM6+Hcykvs+OAkAHctGYlf1/o7Dh/ansGfX17AJ9CeOf8NbtRr+eZYERcL9NzTxZGu3pZXbh+3PQlbZxs8QlzNOm5uXAEAJWojcnnrNgv1qUiozsys+TNsIwOtZUY4zUJ0tJjQ/cUXecTFWUuP2wpWA6WZ0QiCRfXhqQ2j0ci7d39EUV4xBkPNmgkXT8c3qvvwws/+5lbPKRzddpxOfSNZlfIfL371bJPzcuqT5Xe3deChiIFIK8oiElX5rEw8hd4okKjKR2MQXd5KmRz5FXO5Wpb/3vD+2EjlJsnyN4XH1ucw/1gxIa5yLj7VDkeby3NT6/VErIkiS6Pj455BvNolsEFjZpzL46+pYpfxEe/0oMf0+j0hhfkanpuwG7lCwl8HxzXq76XSCry6PQ9HhYQ/JrSsB6ohqAs1qDJLCbrJ/LvqwqRiJFIJhQU6bO1M8KI2gy1z002uAMyZk1Dj8UgfcY1aEXX9lBtfSXCwktdeEz9/3bpZS4/bClYDpRnRCwKCEfwtUOb+aiQSCV9u+D8G3TYAAJn82gVVU6ohIzGTYm0ZaaWF5GlK6zRYzh+9wMTA6Sx46xeU9rZ8vuojfju6AC9/8zyoTuelEuTozo/Re3nl0HI+jtrI3ozqJYV9vYJ4rutw/O2vjf9LJRL6ewUxKagHSSpxt1spy9/J1bfaeQ2V5W8qd6/K4tdTJXT0UBD7ZGC1BnoavUDH1VFklGl5p1s7/tetXYPGVOdr+KbHKgA6TmjH2A8bFsp4cPBWyssMfPbX4AaroF7NtOVZlBvg9/Fe1YxAS+HQd1EA9H+8h9nHLsksRWEnR1Wkxd7JhE1KMxgoL7wQDMCmTTV/hl8ZI34/PtlYZP6bWwiff+5PQIAcjcbI8OHW0uO2QNuIPbRRKjVQgixU5v5qIntH8OX6/yP6WAy/vP8HB9YfQiaTVvOozF61nLK+lwXAvO2cuNmvA8N8w7GpUGdVq9S8PeMDDm48gkQqYerTk3j5m+fNXsnUUFn+zm5+vNv7Ni4W57Dg/B78HVzp7dGOPl7tcTGTLL85mLwsk9Wxanp42xD1iH+190urF+i05jgpai1vdAnkw55BdYx0Gb1e4P/a/4PRYMQz0pkH14xr0HUfPXWESxeKmfBACONmNOxeV7M7qYzNl8ro62fDtE6W2WzxzNIYJDKJWfvvVKLO02DrYktZvh7PBou0NQ+DBonf2aSkmgUXHxjkzIMLczmXoW3JabU4iYkR2NicZ/duNcuWFTJtmmtrT8lKHVjeluY64nyhuBiEOZmnM2pL0alvJHPXfcYfx3+s8qhUcnHX+Wr/zi4rYWlCFHNOb0Ol0/D33P+4xWMyBzceIaJXOKuS/uPV72Y1S5m1ERosyy+RSIhw8RZl+d38GBkQiYuZZPnNwZjF6ayOVTPQ3/Ya40QvCHRZF0ViaTkvdvLns97BDR53bvh/6EoN2LrY8OL5aQ26ZvfaVJYuuEhAqCMf/d64HCFBEJi+MguZBNZOtyzNk0oEQSDrXC5ekR7N8vksV2lx8LRDqxVw9zZhDWimdBWpFNTqmsO3AAoZlF/nlbhyuZyVK0WDe8aMZDSa6/wFt3GsBkozcrHCgxLpbHnlqw0hsncEc9Z8yn1rXsShl1glUrA5Fl8bRwb7hBLufFkQ7EJUDBPb38m3ryzARqngk6XvsTDqZ7wD6xcNaywuNspWleU3B4IgMHhRGtsSNYwIUrL/Ab9qD0uDINBt7QniSjQ8HeHLl30bXkXzy6h1FCaVIpWL5cQNeQjnZWt4afpeFDbSRuedALy2I58ctcBrg1zwdbRMR23s5ksIeoFu0+qX928MhnIDjn4OGAXwDmj4GtAcVTwAjo4y6kohC/UUw1Bbz1/bm+p6YtIkF0aNcsBohNDQmNaejpU6sBoozcgllfiQ6+xqOTt1UynWajjnpibs6/H4PzsQY7mBgHW5PBAxkFd7jOHFiJtJfWsbcY+toiyrmKEPjGBLwVpGThve7HMLc/Yi66qwS1ZZMe62tbcVMIcsv7kQBIF+f6RzILWc28Pt2HFvdc+JIAj0Wn+SC8VlPBbuw3cDwhs89tpZB4jfIb7OF6PvQOlcfx6UIAjcP2gzunKBuUuH4mHKrv8KUov1fHW0GF8HGZ8Or79SqLU49MMJAAY9Z77uxZUUZ6oAEFzE0JZfkAkGSjO5UMLDxe/FunWZNR5/YYSYXP7u2oJmub8lsW1bGEqlhIwMAy+/bDmNQK1Ux2qgNCMpalEa3ktp+UmytXEwKwFDhVbI3S9O54lPHuWPT/7i8JajnNhzilldnyF/3yVsQ93o+O9dhLw+vMVUc0cHdCShJJcNyefILivhSHYiezPjGO5/OZ/A3LL85kIvCHT7JY2oTC3TOzqwbkZ1HRNBEOi78RRnCtXcH+LFz4ManiNx7I8YDnwthuIe2jAOz3DXBl333qOHSU1QMe2JcIZPbFh1UE1MWJqJYIQVd1ie5smVJO1Lw8HLDkdP83s4M06IBm65nbg5aR9uggBaM4V4pkwR/x4//JBc4/GnhrsCcCr1+s5DqaSy9PjLL62lx5aKZfperxOyNDoU0tbVP2gqKaWXd1MDfULwf6Mnx7ZH8drE/6Et1xHRM5xXfniBtf45aAx6UlQtt/sKdvLgqU7DWJl4kvXJZ/BUOjIjtA8DvEOqzqlNln9pQhQ70mJwtbWvUZZfpdOwJuk0xVoNgY5uPN9lBM5mylnR6gU6/5xKfIGeh7o58vuE6vL0giBw06bTnMgv5c4gTxYNiaxlpGtJOpzF8of3AjDu//oReWvDKn22LEti9R8JBEc68e6CAfVfUAt/ny3hZJaW8eF2DAq03NyrwtRiygo0dJvesVnGzzwrVsuopWLYJKSjCeq7zbRkzJoVwjvvXCQqqvZkb7kUyq5PvbZrCA5W8uabnnz2WS5du8ai0XRv7SlZuQqrgdKM5Gp02MnatpNKuCJobSOVI5VKeeOnl7mny8Pc+8qdPP35TCQSCRsPrQD01c5vCbp7BNDdo3YNC3PI8psTtVag408ppBQbeKaPM9+OuzZsNHzrWQ7nqZjczp1/hzX8AVqcXsqCQWsB6H53KMNfb1jpbFaqmjfu2Y+NUsqiA2MbfL+r0eoFZm7MRSmX8N9ky/ae7P9aVEse9FzvZhk/NzYfgBKdaG2EdmodmfsrcazIBcqto3NxkLuc+Fw9BxM0DAq1XAPTXHz6qT9//VVISoqeYcPi2LOn4WFUK82P1UBpRop1BpwtTOY+tiibLannSVYVUKQt46lOQ+npeXmX/UfMQQ5mX6rx2tP5aYwO6EhgWAA7VBuQy8WPT3xxDiq9GM4q1Kr57OTma6ThdYKBpQlRHMtJQi8IdHbz457wvmbzSrQFijUCkT+mkFlq4NUBLswedW1+xqitZ9ibXcxtAW6sHN7wviFajZ7Zof+BEXx7uHP34pENuk4QBO6/aTN6nZEf1g7HtQHS97Vx35oc1DojP97qib2NZRvm51fHIbOVETq0YR4mUylILAIJ5OVqkUjAsQE5QJU0U44sAAqFBJ2u9k3EE0OdeG1lAW+syGP3KzeGJHxCglh6vHevmiVL8pkxw73+i6y0CJa9irRxSvUGPGwtywbUGvQEOrhxd1jfWs/p4ubH7AFTmD1gCi93H1X1+43J58hUi+7hSuOkTK/ltwuXczwmBXWvURp+SfxxTuenMbPTEF7uPppCrZoF0XvN/fIsljy1nrAfksksNfD+ULcajZPbtp9jR2YRo31dWT+yS4PHFgSB2cH/YigXsPe05bmoyQ2+9vV7DpCZoua+WZEMHtcwyfyaiMrQsPRCKZ08FMzsZdkN5/R6gfz4Qvy6N1+FWXG6CrlSTl6mBrnCxGW2GS0ULy/RUCosrDnn4sVRYijqeHJ5s83B0pDL5axeLZYe33VXqrX02IKwGijNiFYw4mNhCbJd3f2ZHNyDXp617xzlUhkuNna42NgR4eJDd3dxJ6XSl/PxiY0sij3Evsw4ll86wTvH1pJbLpYlutnaMyqg4zXS8GV6LfuzEpge0puOrr4EObnzUMRA4otzW0SdtbXJVOkJ/yGV3DKB2SPceW/otV2bJ+88z8b0AoZ5O7N1TFeTxv9+4BpKszTIbKS8nnR3g5OU1/2VwOb/kujQzZXXvqrdYG0Ik5dnIQHWz7Ds0A7AqcXnMApGet7TfJ1t1Xll2DrZUJhfjtLeNC9qc3pQ+vcXQ01z5iTWeFwulyOTQumNkSdbxYQJLowZI5Yeh4RYS48tBauB0kyU6vQYgQB7yzJQGkJsYRavHFrOu8fW8vfFI0wP6UWggysghmr2ZyXw58UjbEmNpkQn7rRspXKe6XwzNjL5NdLwSap8DEaBTm6XBbt87V1wt7UnoeT6NlCSi/RELEihsFzgu3EevDrI9ZpzZuyJZnVqPgM9ndhponGy9KHdpB3NBQm8cnEGNvYN89ilJal45+FDKO1lLNw3xqR7Xs0n+wtIKTbwRC8nQtws//N+/PczAPSfaX55+0rKi0WRttJiHY4upvbiaj4L5fnnRU/BunU5tZ4T4CoaVKdTbqzKli1bwrCzk5CZaWDWLGvpsSVgNVCaifNFZQAEtxGZ+0q6uPnxcOQgXuw2iqnBPblYlM2vMQd4qdtoRvpHopRVfwBWLqUPRgygneNlz4CzjZIinbjAFWs1yCVS7OXVH17OCiVF2rJmfT2tycU8LZ1+TEGlNfLHeE+e7nNtouT9+2JYmpRHH3cH9o/rZlKJ9r55Z4haKKrmPr7rNlzbN0xOvlLvxKA38v3GESblR1xNvlrP+3sLcFNK+W6c5WqeXEnK0UxcAp2wacbNg06jx8nPEY3agKuHiWtAM3pQRowQw1oJCbWLGT44QPwcvboiv/kmYqHExIilx19/nUds7I1loFkilpUgcR1xoVhcAMKd21YSaD/v4Kr/D3BwJcDBjbePrSFZlc+dYX2YFNyd6IJMSnTlKGVyfO2c+OTkZlxt26ZabnNxNrucfr+nU24w8u9kb2Z0vtZ4ePRALH9dyqGbqz1Hbu1hknESty2V9S8eBmDit4MIHdbw/JEXp+4hN0PDY292pu+wpoVkJi3LQi/A35O8Wkz/pilkns1BV6ojohnDO2VFGjCCW7ALuh35ePiYlngsaWZpAokESksNtR5/93YXPtpYxMGEGycPpZJ27ZS89ZYnn36aS/fu1tLj1sbyV5Q2SlyxaH13aqMy95V42TniKLclRyO2YVfKFPTybMcwv3D6ewfj7+BarzS8s40SvVFAra8e2C7WaSyqH465OJahoc9vaWgFI6um+dRonDx1KI7f4rPp5GzHydt7mvRwz4sv4tcxmwDo93gkg55peELtsp8usnN1Gp37uPP8p70afF1NrI8rZV9qOcPa2XJrWO3qvZbEvnliefGQF8yvHltJ+slsABwCncEI3o3sBN1cODjULXkvl8uRSqCkvGUlAyyFTz7xp317OeXlMHjwtX29rLQcVgOlmUgsFXcfHV3a9gO4oFxNqb68VkOiIdLwQY7uyCTSahLzmepi8svVhDqZVz6+tdmXUsaghekYjLDlLl8mRlz74H7xWAILLmbSwUnJ6Qm9TDJONMVavuy0DID2g7yZ+tPQBl97KaaIj58+ir2jnN/2NC3vRBAE7l2djUIKq6dbfmJsJRc3X8LGQYFPl+ar4Mk6I+Z3aB1EwyQg2LROzs2ZJAsQEiLOa8eO2vNQfF3Ez2Rc9o3nRQGIj49AKoUDB8r4998bL9RlKVgNlGYiTV2OBLCTW5YOisagI0VVUKX4mlteSoqqgHxNKRqDjmUJJ0goziVXoyK6IJPvz+/Gy86Jzm6Xpdi/PL2dnemXM93rk4a3k9sw2CeUpQlRxBRmkVSSz8LYQ4Q6eZq9v01rsu2SmuF/ZQCw+z4/RoVcu3N+PeoS86LTCXGw5ez43shNME4EQeDzoH8RdEac/O14Yt/4Bl+r1ws8NHQrRsHIT9tGYt/AZNraeHJTHkXlRj4c5oarsm1EirVqLUWpJQT296v/5CaQEyM+0NQyMTm2fbgJKrI0X7PASiZMEI2zb75JqvWcu/qIRtXLy27Mh/OVpcf33GMtPW4t2sbK0gbJ1uiwlVmezH1SST5fntle9e+lCVEADPIO4Z7wfqSVFnAoOwG1XoerjR2d3HyZFNQdhfSyoZWrUaHSXd5ZNUQafkZYHyQJEhZE70UvGCqE2vq1wCtuGdbEljJleRZyKex/wJ++ftfmHbx7MonZ59JoZ2/D+Yl9sJGbtj+Y13U5mkItcjsZr8TfaZLn5Znbd1KQU84zH3Wn+4CmeQ8u5mn55WQJQc4y3rjp2pJpS+XwT6cA6PtI8+YV5CcUApCTJz7UQjubqAvTzMvGq68G8+mnCRw5UlTrOZ9McOXL7cXsvoETRcePd2HcOEc2b1YRHBxDZmbDQ6lWzIPVQGkm8sv1OMgsy3sCosz7j0PvqfX4C93qVyD9tP+ka35XnzS8QirjnvB+15VRUsl/50u4e1UOtnIJxx4OoIvXtdUhn5xJ5qMzKfjb2XBhUm+UJhonf07ZQk50ERIpvJpwJzYmeC3+/voCB7dk0nOwJ0+83c2k+9bEhKVZGIE1033rPdeSOPX3eSRSCd3v6tSs9ylOUyGzlZGRJOoDBUWY5kFpbgPF1VU0nnNyahc7USrFPJRizY2Zh1LJpk2h2NufISvLwHPPpfLNN41vomnFdKwhnmaiRGfAxcZq/13v/H6qmLtX5WCnkHD28ZqNk9lnU3n7ZDI+SgUxE3tjLzftc7H1/eOcXyV2oH3y0AScfRuedHnxbAFzXjqOk4uCn7aNqv+CevjheBEx+Tru6uRAd5+2VUKfcToHjzBX5CYah6ZSmqPG1lFBdnoZEinYmLgONHeIB0Aur1vyHsDLUYoRSM2/scMbsbFi6fG33+YTE3PjepRaA6uB0kyUGQQ8LUzm3op5+fZYEY+sz8XRRkL0zHaE1SBS9nV0Gq+fSMTTVk7spD44mviwOr38Ejs+OAHAtEXDaN+v4QmpWq2eh4dtwwj8ums0yibmiqi1Ai9uy8NBIWHRxOZLMm0OEvYkY9Aa6Dy5Q7PfS1NUjr27HfnZGmxsG+FFbYHIsIeHmB+jUtVufEzpIRrCLy+/vsUU6yMwUMm774qf9+7dY1t5NjcWVgOlmdAZjfjaWb6qppXGMftgAc9tycPVVkrsk+1o73Ltw/+HmAxmHbuEu41onDibaJxknMnjn2livtDgF7vS5/4Ik65/YuxOigu0vDi7Fx17Nr0B2rQVWZQb4NfbPVG0sS7dB78Rc60GN2N5cSW6Mj2Ovg4U52uxczDdKGwJD0qfPmJezNdf19wYFGDONPEzsy3a6jX44AM/goIUaLUwaJC19LilaFurTBshUy3GdtvZty0XuJWG8d6efF7fWYCnnZT4pwLxdbz2IfRbXCZPH4nHVSEjZlJv3GxNkztX5Wr4ptcqAMJG+zP+y4EmXf/r/53j+O5s+o/04aGXmy5Kti+5jI0JZfT2seHOzibmVFgA8buSsXNT4hLQvI0MtRo9RsGIa3tnSkt0OJksc9/8ZcYATz3VHoAVK7JqPcdRKUcCFKiF5p9QGyAurgNSKRw6VMbixTdmdVNLYzVQmoFzRaKKbIiT1UC53nhlWy4f7ivEz0FG/FPtca+hXPfvhGwePRiHk1xG9MQ+eJrYMFKv1TMn+F+MBiNuIY48tvU2k64/dyyP+W+dxNXDhgWb6096rg9BELhjRRYyCayd0bYSYwFU2aWoc8sIHtr8CY5ZZ0SRNs8ObpRrDLh5NWINaGYlWYDx48W/Y1xcaZ3neVTkoeTWEQq6UZDL5axfHwzAffdZS49bAquB0gzEVMjcR7QxmXsrdfPUphzmHimmvbOMuKfa4ay89uuzJDGH+/fH4iiXEj2xN76N6PcyN2IZ2lI9No5yXoqdYdK1Go2ex0ZtQyKBP/aONUtC6Ju7CshWC7w8wAV/p7aXV3XgWzG8M/CppinnNoTM06L4mVcndwx6Ix6+DV8D9HrxgdcSHpTK+6hUtUveA9zaRZz/K8vyWmJKFs8ttzhzyy2OGI3Qvr2163FzYzVQmoGEEjFm28W5bch/W6mfB9dmsyCqhHA3ORefbIe9zbVfnVXJudy1NwY7mZSzE3oT0IhGkT+PWk9hkgqJTMKrl+4y2cB4dPg2Sov1vPFNX0I7Xduc0FTSS/TMPVyEt72Uz4a3Hc2TKzm7PAapQkrEuJBmv1f2BfFBbhvoCoCvKTL3lRvyFrJQ7O2lCPVEb76cLjaAXH/2+m3qaSobN4Ziby8hJ8fA00+ntPZ0rmusBkozkFwhcx/saE2SvR6YvjyTRWdUdPFUEP1EYI0CaxtS87lj9wVsZVJOj+9FkKNpDeIA1sw6SMIOUYn2uZOTcfQ0bYzv3j3FmcN5DL3Nn7uerl2TxhQmLMnEYITld/i0iWaAVyMIAjkx+fh09myR5NO8+ELxvyViCW9gWMNl7qs8KC0Q4gEIChKNp4MHa8+n8HQU81DyVNY8lCuJixMT1n/4oYBz56xJxM1F21tx2gDpZTpkEtrkgm6lOrf/l8GyGDV9fG04/VhAjdL0W9MLmLDzPAqphJO39ySsEaG9o79e4ODX5wC4d9lI/Lp6mHT9if3Z/PjxWTx8lHy9+maT718T/5wrISpLy62hdgxp1zbDledWxmI0GOl+Z8cWuV9xSglShZTkiyoAgiManpSr19QdbjE3t9witpn4+uvEOs9zsxfzUFTWnIsq/Pxsef99sfS4d29r6XFzYfYnqMFg4J133iEkJAQ7OzvCwsL46KOPMF7RPtNoNPLuu+/i5+eHnZ0do0eP5uLF66d0K6dch9JqnLRpBEFg+F/pbIgvY0igLUce8q/R4NydWcStO84hl0o4dltPIl1M71ybeDCTFY/tA2DUu73oekeoSderVVqeHLcTmVTCov3myTvR6gUe35CLrQyWTW07zQCv5ujPpwEY9Ezz558AqLLV2DgoSE0QDZTQLiaE2fQVa2QL5aC8+qr4OTtwoLDO80Z2FD15r62wVq5cyXvv+REcLJYeDxhw/Ty/LAmzP0U///xzfvjhB7799luio6P5/PPPmT17Nt98803VObNnz2b+/PksWLCAw4cP4+DgwLhx49Borg9XWaFWj6PC8mTurTQMQRC4aVEGu5M1jA1RsveBgBqNk/3ZRYzadgYpEg7f0oOubqbnHBWlqPhpyDoAOk8OYvQHput0PDRsG2Wlet79qT/twsxTAvzg2hxKdUa+Gu1RY75NWyHpYBpOvg4onU0PuTWGskINdm5KMpLF6hi/dg03WCsiPEhbqIeXr6/4nmRl1d2x+Ktpoqdl5Ql1s8+prXHxolh6fORIGYsWWQ04c2P2lefAgQNMmjSJ22+/neDgYKZNm8bYsWM5cuQIIHpP5s2bx9tvv82kSZPo3r07ixYtIj09nVWrVpl7Oq2CSmfAzSpz3ybRCwK9fk3ncHo5kyPs2Xy3f43nHc0pYfiWs0iQsH9cd3p6NDzXoBKtWs8XEUswCuDVyYX7V44xeYwvX4viwokCRk1tx5RHwk2+viZOZ5Xzb3Qpke4KnurT9ETb1iIvvoDyYi3hY4Ja7J46tQ4nHwdyMsqQySQmhXkNmsoqnpZrMiqTSdBq65a8D3QX81CyrXko1yCXy9m0KRiAhx6ylh6bG7MbKDfddBPbt28nNlaMy506dYp9+/Zx6623AnDp0iUyMzMZPXp01TUuLi4MGDCAgwcPmns6rUK5IOClNF2gyUrrotULdP0pjdM5Wu7t4sjKaTVrfpzMUzF482mMGNk1tiv9vEz3WgiCwJzQf9FrBJSuNjx/+g6TxziyI5M/5kTjHWDH3KVDTL6+NiYuzUQCrJvRdkM7APvmHQNg8PN9W+R+er2AoDfi0s6JwtxybJSmeVGNhgoDoAWboLu7ixup+h6szkoJgrH+825Exoxx5vbbnaylx82A2Q2UN954g7vuuouOHTuiUCjo1asXs2bN4t577wUgMzMTAB+f6oufj49P1bGrKS8vp7i4uNqPpaIXBAxG8LfK3LcpNHqByB9TicnX8XhPJ/6a5F3jeWcLShmw6RQCRraN7sZg78Z5GL4fuAZVlgapQsKrl2aYnDdSXKjlmfG7kMsl/HlgnNkSsv/vQAFJxQYe6+lEuHvb/gxfWBePXCknsK9fi9wvL0YsMXYPc6WkQIu9iZoxgl40UFqqigegRw8xife775LqPG9YBzEc9Pa6wuaeUptk3boQHBzE0uOnnrKWHpsLsxsoS5Ys4e+//2bx4sVERUWxcOFCvvjiCxYuXNjoMT/77DNcXFyqftq1a2fGGZuXSg2UoEZoYFhpHVRagfDvU0gs0jOrnzM/3VZzI7yYIjV9N5xELxjZOLILw30bZ5wsfWgXaUdzQQKzztyBvavp+REPDN5CeZmBjxcNwq+9efR2CjV63t1TgIutlAW3mFZFZGnotXoKkooI6N1yXqD0k6KKrHcnD9SlepxdTVQQLq8wUFrQg/L44+JaumRJzZvDSubcIWrg/HtM1exzaqvExYml/QsWWEuPzYXZDZRXX321yovSrVs37r//fl588UU+++wzAHx9Rbd5Vlb1HhBZWVlVx67mzTffpKioqOonJcVyLdTzFTL3YU4tk5RnpWkUavSEfZ9MmsrAWze58NUYzxrPiy8uo9f6k2gFI2tGdGaMf+NEy/Z+dZqohXEAPLRxLF6RriaP8emzR0k4X8Tt9wZz293mEx+btDQLnQCLJ3m1+RL547+fASP0frBri90zO1r0oPj39EarMeDmbdoaYDRU5IK0oAdl6lTRUxgbW7fkfWRFQm1GkTUPpTZ8fW348EPx/ezVy1p6bA7Mvgqp1eprFjeZTIZQIVkYEhKCr68v27dvrzpeXFzM4cOHGTRoUI1j2tra4uzsXO3HUomt8KBYZe4tn2yVnrDvU8lWC3xysxufDK/Za5Ck0tB93Qk0BoHlwzpye2DjOgPHbE1hw0tisvits/sROa69yWPs3ZDGv9/F4h/swCeLav6+NIaN8aXsSSlnSKAtt4W3fQXkqEXnQAJ9Hmo5AyW/QqTNLcIDQQBvf9PWgKoQTwu6UORyORIJFBfXn1viaCvmoVQKylm5lnfe8SU0VIFOB/37W42UpmJ2A2XChAl88sknrF+/nsTERFauXMmXX37JlClTAPHLN2vWLD7++GPWrFnDmTNneOCBB/D392fy5Mnmnk6Lc6lS5t7VdD0MKy1HWomeDj+mkK8R+Gq0O28NrtkjklqqoevaKMoMAv8MjWRKUM0elvrIiS3ij3GbAehxbyjDXu1h8hgFuRpenLoHhY2Uvw6ONZuXQxAE7l2dg1wKq6e17cTYStKisnALckHegtV0hcnFSGQSMpIqSoxNDL0ZdKJQW0vmoAAolfVL3gMMDBHD1h9vLGrmGbVtYmLE0uOjRzUsXGjtYdQUzG6gfPPNN0ybNo2nn36aTp068corr/DEE0/w0UcfVZ3z2muv8dxzzzFz5kz69euHSqVi06ZNKJVtPyySqhY1BbxM7GBrpeW4VKAlckEKxeVGfrzVk1n9XWs8L1OtpcvaE6j0AosGR3BncM25KfWhLtQwr+syMIJ/Lw/u+qtxHYbvv2kz2nKB2f8OwdPXfAbwM5vzKNAIvD/UrcbuzG2N1KPp6DV6Oo4Pa9H7lmSWYmOvIOG8mMRvisw9XPagtGQVD0C7duK6e/p03YbH51NFz+EfB615KHUhl8vZskUMvT78cBoqayfoRmN2A8XJyYl58+aRlJREWVkZ8fHxfPzxx9jYXH5gSyQSPvzwQzIzM9FoNGzbto2IiAhzT6VVyNToULTwDshKw4nO0dLl5zTUOiN/TfBiZq+aw4W5Gi2d1hynWGfgl4Hh3Bdac1VPfej1Al+ELEHQGXHwUvLMsUmNGufdRw6SfFHF1MfCGDXFfEnilwq0/HiihHbOMv5XixeprbFv/nEAhsxqmfLiSsoKNChdbUm6KBoowZGmhaIrc1BaMsQDMHq0GNr84otLdZ7Xu71oyKQWtqwkf1tk1CgnJk4US49DQqylx42lbWfCWSC5Gh12MuvbaomczCqn12+plOuNLJvqw73datYvKdTqiVwdRaHOwHf9Q3m0Q83J2w1hfvcVlBVqkdlKeSVhRqPCMluXJ7Hq9wSCOjjx/s8DGz2XmrhtSRZGYHUtmi9tkfhtSdg62+AR1rIGl7ZUi4O3PemXxBBPWGfTqrwEnWigtJSSbCWvviru9vfuLaj3XAcbMAjWPJSGsHq1WHqcm2tg5kzLLeywZKxPUjNTrDPgbJW5tzgOpWro/3saOgHW3enD1I415wcUa/VErDpGvlbPV31CeDqyZiXZhvDnlC3kRBeCBF66MA1lI7pbZ6eref2eA9gopSw6MLbRc6mJH6OKuZCnY3pHB3r5Xh9l8ZpiDSWZpQQNCmjR+wqCgEEr4BLoRFaqWMnn7mVayLoyB6VF64yB4GAxFJWRUbfkPUCf9uLnZN72kmad0/VCZenxzz8XcPq0tVWAqVgNFDNTqjfgYdv24/jXE7uSyhjyZzpGI2y/x49bw2o2TlRaPRGrj5NTrufz3sHM6tz4h9yW949xflUyAI/tuA33YNMrzwRB4L5Bm9FrBb5acTNunubL0VJrBWZtzcNeIeGviY3LrbFEDn53AoD+j5uehNwUilLEB7ZHiCu5mWXIFaYbGUJVmbE5Z9YwZDIoL68/U/bTKWIeyo/7rAZKQ/D1teHTT8XE875941p5Nm0Pq4FiZrSCER9rgqzFsCGulFGLM5BKYN8D/gwPqrn0U63XE7kmiiyNjo96tOe1LoGNvueZpQns/OAkAJO+v4mw4Y3zwrx53wEyk9Xc83wEQ29tvCenJmasykJjMPLTLZ7YmKH7saVw+r8LSGQSOk/p0KL3TYsSdZ28OrpTmFeO0q4Rm5SKUhppK+SwubqKrTnqC90MDhO/P4l51hBPQ3nzTR/Cw23Q6aBvX2vpsSlcPyuTBVCq02MEAuytBoolsPxCKeOXZKGQwtGHAxgQULMHQqMX6LQmivQyLe90DeTt7qbrk1SSfiKXxTN2AND/iUgGPtW5UeOs//sSG/9JIryrC2983a/R86mJg6ka1seV0dPbptY8nLaIIAhkncvFK9K9xYXmss7lAuDb3RtVkQ4HZ9N7cem1lUmyZp1ag+jaVQzz/PJLWr3n2ilAb9VrM4no6HCkUjh+XMOvv1pLjxuK1UAxI+eLygAItsrctzp/nSlh+ooslHIJJx8NpIdPzX8TrV6gy9rjJJdqea1LAB/2Cm70PUuy1HzbbzUAQUO8mbJgaKPGyUgu5e2HDqK0l7Fov3nzTgCmLs9CKoG1M66fxFiAi5svIegFut7R8hWBeXFigqlfDy/KSvW4NKKPkVFfkYPSCh6Uhx4Sw5l//12/gdIjQHxtC3YVNueUrivkcjk7dojJyI89Zi09bihWA8WMXCgWk6DCrSqyrcqPUcXcvzYHe4WEc48H0NGz5oeFXhDoui6KBFU5szr68XnvxsvG67V6vghfgtFgxDnAnpm7xzdqnMq8E4PeyHfrh+PobF5v3Fu78sgsNfBiP2cCna+vXKlDC8T8k5uea9nyYoDCpCIkUgk29jbotALuJsrcAxgrZVBawUC57z4xhHj+fP0aJ+9NEKuj5u+y5qGYws03OzF5suixDA62lh43BKuBYkbiikUV2U7OVhXZ1mLekUKe3JSLs62EmCfbEeJW8wNeEAS6rz3BxRINT3Xw5at+TRP1mhuxFK1Kj8JexstxjSsnBnhp2l5y0st4+LXO9BtuXg9HpkrP7INFeNlLmT2ycXL9lkzi3jQcPO1w9Gr5719xRilypRy1Wo/RCN4Bpm9SDNqKHJQWLjMGcYcPUFRU/87+li5iknlcjq5Z53Q9snJlCI6OEvLyDDz2mLX0uD6sBooZSSwVy/Q6ulg9KK3BJ/sLeHFbPu5KKXFPtiOglnb3giDQa/1JoovLeDTch+8Hhjfpvj+PWk9hUikSKbwcMx0bZeM8E8t/iWPHylQ69Xbjxc97NWlONTFhaSYGIyyb6tPmmwFeTWFqMWUFGkJHND5/qCmo88pQuthwKVpUY/UPNk1FFqjqV9YaOSggSt4bGqjBZisHnVWvrVEkJHQE4NdfraXH9XF9rVKtTJq6HAlgJ7fqoLQ0b+3K4+3dBXjbS4l/OhAvh9qNk/4bT3G6UM29IV78Mqhp1R5rZh0gYUcGAE8emIBLoOkPJoCki8V8/OQR7B3l/L57dJPmVBNLzqs4lqFlXIgdw9pffwb0/q9F9dhBz/ZulftrS7Q4eNqTeEFUkW0fbvrnoEpJtpWEHv39xTytmJj6wzxd/ETP5OLDxc06p+sRLy8Fn39uLT1uCFYDxYxka3TYtoJ79kbnhS25fHagiABHGfFPt8e1Fg+GIAgM3nyG4/mlTA/y4K8hkU2675FfLnDw6/MATFs4jPYDGtdoT68XeGDwFgTByI9bRmLfCEG3OscXBB5dn4OtDJbdcX00A7ya86svIrORETqsdTwoeq0B5wBHkuPEvIyQjqapyAIIugoPSiutyiNGiGG/uXMT6j33f7eKr+//NlsbBzaG117zoUMHsfS4Tx9r6XFtWA0UM5JfrsdBZvWetCSPr89h/rFigl3kxD3dDkeb2j/SI7ee5VBuCZMC3VkyrFOT7pu4L5OVj+8DYOjLXenzQOMrR56bsIuCnHKefK8bPQaZXzTtwTU5qHRG5ozyqPP9aavo9QL58YX4dW8dwTlVdikYwS3EhfREUeY+xESZe7jCg9JKvbxefVXMw9q5s/4y2Km9xWTPmGxrHkpjOX8+HJkMoqI0/PSTWKZuMBj56KMsgoKiyc62Vvpcf6tVK1KiM+DSgu3db3TuWZXFL6dKiPRQEPtkIMo6BMfGbD3L7uxibvV3Y9WIxmmTVFKQVMJPw9YBED42gNu+aHx/nMXfxLB/UwY9Bnny1HvdmzSvmjibXc4/50vp4Cbnub6mPzTbAqf/jcYoGOlxb9P+ro0l7YQo0uYZ4U5WmhqJBOwb0RW6KgellbywkZFiWCo1tX7JewAbGWitz9BGc2Xp8RNPpHP+vJqhQ+N5990skpN1REWVtfIMWx+rgWJGygwCnlaZ+xZhyrJM/jlfSg9vG849HoCijrj97TvOsS2zkFG+LmwY1aVJ99WotHzZcSlGI7iFOvHo5lsbPVbcuUJmzzqGo4uCn3eMatK8amPiUvHheb1pnlzJsd9OAzBgZsvK21eSdbZCpK2bF/lZGhSN9FIJ2tb1oABIpQ2TvAeI8BbF6Fafqj9nxUrNDBvmxNSpojeqS5c4jh4Vk2alUoiO1rTm1CwCq4FiRnRGI752VhXZ5mbs4nRWxaoZ4G9L1CP+yOqoSJm66zwb0goY6u3MtjHdmnRfQRCYG74EvUbA1knBS9F3NHosrVbPw8O2YjTCLztGoWxk5U9dzDlYyKUiPQ91dyLS4/r9XKYeycA50BGbVlJwzonJByCglzdF+VqUtSRo14cgVCrJtp6B4uwsx2hsWLfiV8aKHrkP1xc286yuX0pKDDg6Xk4LqHzbpVK4cKFhnqzrGauBYiYy1VoA2tlbVWSbC0EQGLIoja2JGka0V3LgAb86y2Xv2nOBlSn5DPB0YteYrk2+//cD1qDK0iCVS3glbjryJoTznrplF0X5Wmb9X0869/Zo8tyuplCj53+783G2lfDLbeYf31LIOpeDtlRH5LjQVptDYVIRSMDe3Z7SYh2OjZC5B6p68bSmB6VzZzHMs3hxZr3nPjhIbIB5Pl3brHO6Xjl8WE23brH8/XfhNcf0ejhzxupBsRooZuJckeiaC3GyGijNgSAI9P8jnf2p5dwWZseO+/zrNE4e3B/Df0m59HZ34MC4bk3W/Vjy4C7Sjomu/GeOTsbRu/FiYL/POc/RnVn0He7Nw681LeRUG1OXZaMT4M8J3ted5smV7Jt3DIDBs1pePbaS4nQV8orQrqZMj6tH49YAQ0WIRypvPQPl3nv9APj999QGna+Qgcaah2IyRqORO+5IJClJV6v2jDXEYzVQzEZMhcx9hFXm3uzoBYHuv6RxPFPLtI72rL/Tr87zHz94kUUJOXRzteforT2a/IDeM/c0JxaJegX3LBuJf8/GeyTOR+Ux7/UTuLjbsGDziCbNqza2JqjZmazhpgBbJkY4NMs9LIXYTZewcVDg27V1KngASnPLsHWq6AasM+Lpa7rMPYDRWCnU1noGysyZ7QA4c6ZhMvYhnuLr3nHBKjhmChKJhGXLghg0SNzo1LREFRYK5Obe2Naf1UAxEwklorXbxfn6fiC0NFq9QKcfUzmXq+PBbo4snVp3suczh+P4JS6Ljs52RN3es8nGSfSGJDa+cgSAke/1otsdjQ8laDR6Hhu5HYkEft8zBptmqPgSBIG7VmUjl8Lq6den5kklWrWWotQSAvvVbbA2N+VF5dh72FGQK64BPu0atwYYK3bSrRniqZS8LyxsWPnw88PFBM+3V+c325yuVwYOdGD//jDWrw+mU6eavW4Ldpzho6gNvHVkNZ+e2MSG5HMUa2+c6h6rgWImkitk7oPNLLJ1I6PWCoQvSCGuQM/TfZz5Y4J3nee/dCyB72MzCXdScmZCL+RNNE6yogtYNH4rAJ2nBDHm/T5NGu/xkdtRFel4dV4fwru4Nmms2nh+az75GoF3Brvh2YhS17bE4Z9OAdDnkaYlPzcVvUaPs78j8edF0bKAkMYZKIKhohdPK4Z4AGxtGy55/+Qw0UA5mWrNQ2kMEomE225z5vTpCBYvbkdQUPX8pQ37MkktLSSvvJQkVT6rk07x5pHV7M+Mb6UZtyxWA8VMpJfpkEm4ruP9LUmxRiDshxRSig28MsCZ78Z51nn+m1GJfBWdTrCDLefG926ycaLO1zC/x0owgndnF+5fMaZJ4/3wwWlOHcxl8C1+3PtcxyaNVRuJBTp+OF5MoJOMd4e6Ncs9LIlTf59HIpXQ4+7W0T8BsezcaAS3IJcqmfugDs6NGkvQV5T3tqIHBcDXV9xkpabWv1OXyWTIpVBm1WtrElKphLvvduPixY48/QlIFeJn4ciPvkgAR/llD4veKLDo4mEOZV9qpdm2HNanqZnIKdehtBonZiFPrSfsh2QySw28N9SNOaPqNk7eP5nE/51LpZ29DdET+2BTh2BbQ9DrBeaELUHQCdi52fDcqcaXEwOcPpTDgg/O4O5tyzdrhzdprLoYvzQTAVg57foO7VSScToH9zBX5E38ezdpDicrRdrcSIkX9UBCOzfOQDGKObKtGuIBGDpUlLyfPbthu/T27qKn7mCCNamzqRQZSjEMPcdD66ORKQ0YtFKcNgxl7qA7+KTfRAb7XA4x/xd/jHLD9Z2jYn2imolCrR5HhVXmvqlkqvSE/5BKbpnA7BHuvF+PJ+CTMyl8cCYFPzsbLkzqXaeabEOZ3305mkItUoWUV+JmNOkBqFZpmTlmBxKphIX7xjbbw/TXk8Wcy9UxNdKevn6NS9JsS1zam4JBa6DzpKZ1om4qmadzAPDu7ElGsihz3y7MqVFjVeTIImtFgwvgpZeCAdi8ObdB5z8+RHy9b6605qE0lb0ZcRgxIlca+e2gBLlcwpezC0hN1eKpdOT+DgPo7SkmMqv1Oo7mJLbuhJsZq4FiJlQ6A25WmfsmkVykJ2JBCoXlAt+O9eDVQa51nj/3XCpvn0zCW6kgdmJv7OVNf/8XTd5CTrSoa/H8qSnYuzftYf/I8G2oVXreWdC/0a7/+tDoBZ7dkoe9XMI/k+rO07leOPBNFACDX2i98mKAnAti3xr/3j7kpJchldJoI9RYGeJppW7GlfTq5QpASkrDPCKvjBYNlGNJVg9KUzlfmFH1/5M6R7J1awiCADffLHqzJBIJowMuh4jPF9SvV9OWsRooZqJcEPBSNlKgyQoX87R0+jEFldbI7+M9eaaevjHfRKfzSlQinrZyLk7qg6MZjMMt7x4jenUyAA+sG4NPp6blcXz1+gnOHy9gxORA7nis+Xb6d63MRqM38sOtnk0Ob7UVEnYlYeemxDWweYy+hpJ/SUyMdQ10piBHg41t472olUmyrdXN+EqkUtBoGiZ5L5fLkUmg1Jon22Q0ejGZx16uwMXGjuHDnXjiCXcSEnSsXCl+1nzsLn/mywzXd/KPBXwV2j56QcBgBH+rzH2jOJtdTvdf0ijTG/lnsjcPda/7ofNjTAbPH0vAzUZGzMTeOJvBODn5bxw7PzoJwK1f9KfTbUFNGu/orkx+n30eLz87vlo+tMnzq43DaRpWX1TTzUvBA90aF1poa6hy1ZTmlBE8JKC1p0JRWgkyG9EoKS7QYufY+M+iUagUamv9ZdnJSYbReLmBYX0EuIrvwdk0qxelKTgoxGRYtV5HVpmYdP399/6sXRvElCnipi2x5HK36SuTZ69HWv+bcB1QqYES5HB9f1iag2MZGvr8loZWMLJqmg93Vkht18bvcVk8eSQeF4WM2El9cFc23ShMPZbDf3fvAqDnfeEMe7lpXYWLC7U8c9suZHIJiw6ObdbKrinLs5BKYN2M1tUCaUkOzD8OwICnerXyTKA0W42to+g5LS3R4+za+M+joG/9ZoGVRFQI/K1Y0bAQwn0DxO/tK8uteShXsjHlHJ+e2MTzB5bwyqHlfH9+D5nq4hrPNRqNqPWX3VDrk89iNBqRSqWMHy8aJwZBYGPKuapzzuan8ez+//jqzPYqg6aSUl05v17YzwsHljDrwFIWxR5C08Y8LlYDxQycr5C5D3O6/pMTzcm+lDIGLUzHYITNd/nWq3r6d0I2jx68iJNcxoWJffA0g3FSnF7K9wPXAODf24M7/xze5DEfGroFTZmBj/8YREBQ3QZXU3hndz4ZKgPP93WmvcuNk/90dnkMUrmUiHEhrT0VNEXl2FXkKWk1Bly9mrBJqfSgWICBMqPC4P3555QGnf9BxQP0QLy1wd2VxBZlM9w/gjd6jOWFriMxCAJfn91RY/XN9vQY3Gwvt9A4nJ3ID+f3EFuUTYlWw5n8NOae2U5csZiYLQHujxjAGz3HYiuVM//sTnTCZQGbX2MOkK4uYlbXkTzb5WYuFmXz18Ujzf6azYnVQDEDsRUelEjnxvdnudHYmqBm+F9iQtiu+/wYHVL3e7csKZf798diL5dyfmIvfM3QuVar0TM3cilGgxEHbyXPHJ3U5DH/74WjxJ0t4ta7g7j93uZ7gGar9Hx2oBAPOylzR7k3230sDUEQyInJx7uLh0VoDunK9Dj5OiAIAgaDES+/xre6qAzxSCwgxPPss2KI88SJhkney+VypBIoKTc257TaHC90HcFNPqH4O7jSztGNhyIGkl+uJklV3dOUoipga2o0j0TeVO33p/LTmHt6G68cXsG353YTX2GcAAz1Dae3Z3sCHdx4OHIQheVlnMwVDcoMdRHnCjK4v8MAQpw9CXfx5s6wvhzLSaKwvO20JWj9b8J1wKUKA6Wzq7UPT0NYE1vKLf9lIpPAwQf9GdKu7vdtdUouM/ZcQCmTcm5CbwIdmu6pEgSBryKXoVXpkSulvHJxRpMfePs2pbN4fix+QfZ89tdN9V/QBCYszcRghCVTfCziQd1SnF95EaPBSPcZnVp7Kui1eowGI67tXchIERd9v/aNb3VRpSRrAWoFSqXokSsoaHhIwNdZ/BzGZVu9KLVRmdTqIL+8wdIa9Px6YT93h/fDxUZcC8cEdMShlvwS14pzhvl1qPqdndyGECdPEkrE0vCE4lzs5QqCnS73Devk5osECZeuyGGxdG4cv3AzkqoWv5BeZgg5XO/8d76Eu1flYCuTcPRhf7p61+0S35iWz9RdF7CVSTkzvhdBjuYJo/0yagOFySokUph19g6Uzk372xXma5g1ZTdyhZQ/D4xrVqNh+YVSjmRoGR2sZGTwjWUUH/lZlLcf9Ezr559knRUfBh4d3Eg4J1ZY+DdS5h4u66BIZa0f4gGwsZGg1TbcIzK9jwNf7yjh1WX5rHz6xsmJaiiC0ciShOOEOXsR4OBa9fslCVGEOnvR0yOw6nfhzl5MDOrO8dxkzhVkoDHocJDb0suzHfZyG+ae3oazTfW10NlGSZFW3CwXaTU4Kaofl0mkOChsKNa2nURmq4FiBjI1OhQWEDe2dH4/Vcyj63Oxk0s49VgA4e51GwXb0wsYv+M8CqmEqNt7EmamTtFrntvPpV1i8t+jW2/DI6zukuaGcP+gLWg1AnOXDcHbv/lCfXpB4OF12djIYMUddTdOvB5JOpiGo68Ddi6tn++VcSobEEXazsSKoZDgiMaXPVdV8bSyDkol3t62pKZqyMzU4NuADs3/N9GNr3eUsOui1YNSE//EHSW9tIhXe1xum3EqL5WYwkz+1/vWa863kckZ5BPKoCvUY4FqYZ7rHcv4JrRxcjU67CxkUbFUvj1WxCPrc3G0kRD9RLt6jZM9mUWM23EOuVTCsdt60snFPA/9wz9Fc/DbaAAmfjeIsJH+TR7z/ccPkRRbwuSHQxlzR9PKk+vj0fW5lGiNfD7CHSfbG+szlxdfQHmxlvBRzfseN5Ts6AqRth5epF4SDZSmNIGsDPFgATkoAIMqhBLnzk1o0PlKpZiHUlTWsNLkG4l/4o5yJj+dl7qPqpYIe6EwixyNihcPLOOpvf/w1N5/AFgQvY+5p7fVOJazQtyoXe0JKdZqcKnwqrjYKCnRVT9uMAqU6rTXeF4sGasHxQwU6ww4W2Xua2X2wQJe31mAq62U6CcC8a1HK+JgThGjtp1BioSDt3Snq1vj3eZXkrArnVVP7AdgwJMdGfR0lyaPuX1lCit+iadduCMf/jaoyePVxbkcLX+eURHmKmdWf9dmvZclsv/rYwAMfqFpXaXNRV58ISCGeDIrclC8/Bu/+BuNlR6UJk/NLMyaFczSpZls3JjLnDkNu8bLUUpWiUBGoR4/V+vjxWg08m/8MU7mpfJS91F4KqtX9d3SrjNDfMOq/e7DqA3MCO1Nd4+adX48lQ44K5RcKMyknaMoJlmm13GpJJeb/URByFBnT9R6HUkl+QQ5iUn0MYVZGDESckVeiqVjGaZ6G6dUb8DD1vplrIn39+Tz+s4CPO2kxD9Vv3FyLK+EYZvPArB3XDd6e5hHfCwvvohfRm4AIGiID5N/GNLkMXMz1bx21z5sbKX8dXBck8erj4lLxbDU2uk3XmgHIHpdPHKlnHb9mu71MgdFqSVI5VKkUim5GWXI5JKm5R5V5qBYSNLzTTeJD7bExIZXfUzsIXoHXlrWsD4+1zv/xB/jcHYij0behFKmoEhbRpG2DG1FmbGLjR0BDq7VfgDcbe2rGTPvHlvHiYoKHYlEwqiAjmxIOcupvFTSSgv5PfYgrrZ29Kzo0+Nn70IXNz/+vHiYSyW5xBXl8E/8Mfp6BeFq23aqTa1PVTOgFYz4WBNkr+HV7bl8cbgYXwcZMU+0w1lZ98J7ukDFTZtOY8TIrjHdGOBlHhlzTbGWr7oux2gE50AHZu6+vcljCoLAfQO3oNMKfLd+OG6ezes2/fJwIQmFeh7s5kgnrxvvs6bX6ilILCJoUOurx1ZSmlWKjYMo0laQW46tsmmuD8FQUWZsYzn5bFIpqNUND9nMnuzOz/tUbDnfdhIxm5PdGRcBmHtme7XfPxgxkJuuyi2pi6yy4mqy9uMCO6E16Pnr4hHUei3hLl4832UEiivcb49G3sQ/8cf46swOJEjo7dmOO8Msw/vYUKwGShMp1ekxAgFm0OW4nnh6Uw4/RJXQ3llG9Mx22NvUbZycKyil34ZTGIxGto7uyhCfpieugmhIfBGxBINGQGEv5+WY6WbZof7vgYOkJ5Vy59MdGHpb8z40izUCb+7Mx8lGwi+3ezbrvSyV43+cBSP0ur9za0+lirLCcuzcRMO0pFCHg1PTenFVJclaiAcFwMFBRkmJof4TK3B1lCMBCkwwaq5nfhx6j1muufp3EomEicHdmRhcu+q1g8KWxzoONvn+loTlfBPaKOeLygAItsrcV/HQ2mx+iCoh3E3OxSfrN05ii9X03XASvWBkw8gujPR1NdtcvhuwmtIsDRKZhJeip2Fj33SbfMM/l1j/dyKhnV3433f9zTDLupm6PBOtAAvHeyO3oIdXSxK16CxIoO8jTWtDYE60pTocvUV3eVmpHie3Jm5SKoXaLKTMGCA8XHx969Y1vGuuu4MUI5CnulYt1YoVU7gxVzszcqFYjM+Gm6kEtq0zfUUmC8+o6OKpIPqJwHq76yYUa+i57iTlgpHVIzoxzr9pHYSv5L/7d5J+TKy0eHLveFzbN112PiO5lLcfPIitnYxF+8c2ebz62H5JzfYkDQP8bZnS0TzJwm2RtKgs3IKckZuhMaQ5EAQBQS/g0k7MkdKWG3CvR9OnPip1UGQWlHA/ebKY7/Tjjw2TvAe4pYu4Fr66vO0IglmxTKwGShOJKxZjrZ2sMvfc/l8Gyy6o6e1rw+nHAurd7SerNHRbF4XGILB0WEfGB5ovu3z3nFOc/CsegDv+GEr7QT5NHlMQBO6/aTN6nZFv1w5vUmO4ht7vzlXZyCSwZlrT599WST2Wgb5MT+TtYfWf3ELkxhYA4B7mhlarxyjQZP0boUoHxXI8KC+9JLZrOHasqMHXzJshfo/XnSlrljlZuXFoFgMlLS2N++67Dw8PD+zs7OjWrRvHjh2rOm40Gnn33Xfx8/PDzs6O0aNHc/HixeaYSrOTWCqKEnV0uXE9KIIgMOKvdDbElzE40JajD/nXG0dPV5fTZW0UZQaBf4ZEcEeQ+XIrotcmsem1owAMfaUrfR+MNMu4r8zYR3ZaGQ++0okBo5q/kubFbfnklQn8b7Ar3vVUP13P7J8vrh1DX+zXyjO5TMapLAC8O3uQfFEFgH9Q0wyUql48FrRtdKz43OXmNlzy3rMiDyVXZc1DsdI0zP5VKCgoYPDgwSgUCjZu3Mj58+eZO3cubm6XXfezZ89m/vz5LFiwgMOHD+Pg4MC4cePQaNpe5neauhwJYCe3HLdsSyIIAjctymBXsobRwUr2PRBQr3GSXaal05ooVHqBP27qwJ0h3mabT8bZPBZN2gpAh3EB3DZnoFnGXfV7HNuWpxDZ042X5/Q2y5h1kVSo49vjxfg7yvhg2I3TDLAm4rYmYetsg0eY+cJ/TSXrXKVImzcJ0aJ3ITCsiSXxFQaKzELCWJUoFBL0etOaALrai3koKo01D8VK4zG7gfL555/Trl07fv/9d/r3709ISAhjx44lLEx0zxqNRubNm8fbb7/NpEmT6N69O4sWLSI9PZ1Vq1aZezrNTrZGh60FuWRbEr0g0Ou3dA6nlzMpwp6t99SvT5Gr0RK5+jjFOgM/DwzjgTDzhS5UuRq+7b0ajOAe5sRDG8yjTZISX8IHjx/BzkHOwr2jzTJmfUxYmolghFU3cGgHQFOsoSSzlPYDLUP7pJK8ODHEI3pQRBXZkI5NK4uvCvFYln2CV0VZe2FhwzeQoyLFfJw3V+bXc6YVK7VjdgNlzZo19O3bl+nTp+Pt7U2vXr34+eefq45funSJzMxMRo++vNC7uLgwYMAADh48WOOY5eXlFBcXV/uxFPLL9TjIbjzviVYv0PWnNE5na7mnswOrptUf8ijU6um4OopCnYHv+ofyWAfzNRTTa/V8GfEfgk7A1lnBi+fvMEu5pl4vcP9NWzAIRhZsHoG9Y/OXky88XcyZHB2TIuzp1wRl0uuBg9+dAKDf4z1aeSbVKUwuRiKTILeRk3apFICwJsjcAxgrnRQWVqnVv79Y8v/ll8kNvmbOHWIeyrITDRd5s2Llasz+TUhISOCHH36gQ4cObN68maeeeornn3+ehQsXApCZKZar+fhU3xn6+PhUHbuazz77DBcXl6qfdu3amXvajaZEZ8DFwlyyzY1GL9Dxx1Ri8nU81sOJvyfXv8sv1uqJWHWMPK2er/oE83SkeXfEX/dYSVmBDqlcwksx081W7fHCpN3kZ2t44u2u9BpsvlBUbWj0Ak9tysNOLuHfyc1/P0vn9JILSGQSuk6NaO2pVKMksxSFnfgZy0otBQlNT5quVJJVWJaB8vTT7QFYsyarwdcEe4rvRXaJNQ/FSuMx+zdBEAR69+7Np59+Sq9evZg5cyaPP/44CxYsaPSYb775JkVFRVU/KSkNL3lrbsoMAp43kMy9SisQ/n0Kl4r0vNDPmZ9v96r3mlKdnsjVx8kp1/NZzyBmdQ6s9xpTWDhxM7kXikACTx+eiLOveSqq/v0+hr0b0uk2wINnPmyZHfw9q7Ip0xv5dqwHSgtpGteaZJ3LxSvC3aLEywDKCjTYuYrerbwsDXIzGBVGQXyYyyzMQBkzRjSU4+NN84Y4KyUIRtBY81CsNBKzfxP8/Pzo3Lm62mOnTp1IThbdg76+YiggK6u6NZ6VlVV17GpsbW1xdnau9mMp6IxGfO1uDBXZQo2esO+TSVMZePMmF+aNqb/yRqMXiFwdRaZGxwc92vFGN/N6vza9dZQLa0WD9e5/RxLQu36DqSEkRBfxf88dw8FZwa+7Wibv5FiGhpWxarp4Knikp+V8xluLmM0JCDqBLndYlvcEQKvS4lAh0laYV47Srulh3kodFEsqM65EIoHS0oYrygIMDRcNuHfWN7xE2YqVKzG7gTJ48GBiYmKq/S42NpagILFFekhICL6+vmzffrk3QXFxMYcPH2bQoObtBmtuMtVaANrZX/8qstkqPWHfp5KtFvh4mBufDq9fs0SrF4hcc5y0Mi1vdQ3k3e5BZp3Tib/j2P3ZKQBGvteL7jMa3tuiLvR6gYeGbsFohF+2j0KpbBkP2eSlWUglsH7GjdkM8GoO/SDmnwx+zrL6hwiCgEEr4OwvCv+VFutxdG6azD1c0c3YwjwoAPb2sss5Mg1k7jSx6urfo6pmmJGVGwGzfxNefPFFDh06xKeffkpcXByLFy/mp59+4plnngHEHgKzZs3i448/Zs2aNZw5c4YHHngAf39/Jk+ebO7pNCvnikSXZ4jT9W2gpJfo6fBjCvkagS9HufO/IfWXe+oMAp3WRpFcWs4rnfz5pFewWeeUfDiLJfftAqDz1GDGvG++h9hTt+ygME/Lc5/0oEvflmlN/v6efNJUBp7u7UyQa9MfdtcDiXtSsfe0w9HbshR0i1PFB657qCsAZWo9Lh5NXwOMFc0CZRYoWRAaKnqLdu9uuDpspK/oQckoMs3zYsVKJWY3UPr168fKlSv5559/6Nq1Kx999BHz5s3j3nvvrTrntdde47nnnmPmzJn069cPlUrFpk2bUCrbVsVCTIXMfcR1LHN/qUBLxIIUisuN/HirJy8OcK33Gr0g0HVdFAkqDc9F+jGnr3k8G5UUpapYMHgtAN5dXLl/uflCMH/MPc/h7Vn0HubNY292Ndu4dZGr1vPJ/kLclVK+HnNja55UUpxeQlmBhtDhlpMQX0n6STE87dVR/FvptQIePuZbuyypF08lEyaIodP58xNNus7RVoLBCHq9NQ/Fiuk0iy9x/PjxnDlzBo1GQ3R0NI8//ni14xKJhA8//JDMzEw0Gg3btm0jIsLy4sz1kVAi6gJ0cbasHZ65iM7R0uXnNNQ6I39O8GJmr/rzIgRBoMe6E8QWa3iigy/z+5tXnlyr1vNlp2UYDWDnbstzJ6eabewLJ/P56rUTOLvZ8NPWEWYbtz4mLMlCb4T/pnhbXDJoa7Fvnqgee9OzlhXeATFxF8CvuzeqYi1GI/gENn2TUhXiscDk6JdeCgbg0KFCk64bECJ6lj7daDnSEFbaDpb3TWhDJFfI3Ae3gDZGS3Myq5xev6Wi0RtZOtWb+7rVr5IpCAJ9NpzifFEZD4V5s2BguFnnJAgCX3ZailalR2YjFcuJzbSYazR6Hhm+DYDf94zGpoVKx1fHlHIovZwRQUpGh1j7OVVyftVFZDYyQm9u39pTuYbcWFF8zPcKFVn/4KY3oqyUupfZWt6y7OEheohycrQmXTd7quhl+v2QNQ/FiuncOPWxzUB6mQ6ZhOtu13s4TcPQP9MxGGH9DB9uDa/fQyQIAgM2nuZkQSn3BHvy+03m94j9MnIDRcmi5sQzxyfh6Gk+t/rM0dtRFel4fV4fOnRtGUl1vSDwwNpsFFJYdYc1MbYSvV4gL76QgN6WqaJbkFSMRCpB6WjDpQuiimxQhybK3EOV1L0lVvEAyOUSdDrTMmV7txe/oykF1hCPFdO5vp6sLUxOuQ7ldWac7EoqY8iidAQjbLvHr8HGydDNZziWr+KO9h78PbSj2ee16ul9XNotCvndv2oMfl3Nl7z640dnOLk/l0Fjfbn3BfPPvTYe35BLsdbIZyPccVZeX5+jpnD632iMgpEed3dq7anUSEmGCrlSTGRNjhNDF8GRTS8Lr6ySscQQD4CHh5i8rVKZZmzY24BBsOahWDEdy/wmtBEKtXocFZaXcd9YNsaVMmpxBhIJ7LvfnxFBDYurj9p2jgO5JUwMdGfZzeZ/qBz47iyHf7gAwC2z+9F5ovnKlU8fzuH7907j5mXLd+tbLu8kJk/LwtMqQlzlvNyAxOMbiWO/nQZgwJM9W3citaDOK0PpLOZWZCSJifLBTezDA1R5UOQWGOIB6NNHfI3ffJNo2nXtxPfq653WMI8V07DMb0IbQaUz4NaGZO7TSgvZnnaB9cln2ZsRR7G2rOrY8gul3L4kC4UUjj4cwMDAhoVPxm07y66sIsb5ubJ6ROf6LzCRi9vTWPvsIQB63hfOza+aT9FVrdbzxJgdSKQS/tg7xmz5LA1h/BLRG7R2ujW0czWpRzJwDnDExt4yc7vKS7TYe4n5QjnpaiQSzKKVI1RGT+SWuaY88YSYD7RsWc0tSWrj0yliHsqCPdZEWSumYZnfhDZCuSDgpbR8zYpkVT7/xR8nrjin2u//iZfSx7M9QllHnthYiK1cwolHAujo2bAHw4Qd59iSUcgIHxc2jTZ/SW7OxSJ+G7sRAP8+Htz553Czjv/ozVspLdHzzoL+hES6mHXsuph/tJC4Aj33dXWki5dlPoRbi6zzuWhLdXS/yzLDOwD6cgMuFSJt+dkaFGbyeFQmyVqofcLEiaIxHRdXatJ1Q8JFT2xinjXEY8U0LPSrYPnoBQGDEfwtXOY+tjCL+ed2oROuFUsyGAX+OF3KvrgCHBRSzjwWQIhbw17PtN3RrEsrYLCXM9tGdzH3tFEXavi62woQwNFHyTNHJpl1/PlvneDcsXyGTwxg+hMdzDp2Xai0Aq/uyMfRRsLv4+tvFXCjUVlePHhW31aeSc2octVgBNdgMdxRlK/F3sFMy2iFB0Vma7lhY4kEVCrThdeUCtDommFCVq5rrCGeRlKpgRLkYLkqsmV6LQui91UZJ952TkwL6cVTnYcxLrAzF9L92RcXikJm4LWbkxpsnNy99wLLk/Po5+HInrFdzV7FpNcLfBm5DEO5AblSxsuxM8x6j2N7svjl/87j6atk3sphZhu3IUxdlonWAL/f7oX8OkuwNgexmxJQ2Cvw62qenkrmJuNEhUhbhBi2KC3W4ehink1KpQ6KRGGZVTwAdnZShEY0KO4eIL5HP+219uWx0nCsK2QjOV8hcx/qaLnqtwezLlGqF7VaOrn68m7v2xgT2ImeHoEUl4SyJ749SrmBu/qeJK08nbTSwnrHfHh/LP8m5tLTzYFDt3RvlhLrHwasojRbg0QKz5+eitLZfF4qVbGWp2/diUwmYdGBsS1aIr4rqYytiRr6+dkwrVPTdTOuN7RqLUUpJQT2s9y8nMwKkTbfbqIBVV5mwNXTTJuUCg+K3FJjPEBQReL8kSMFJl33wXixdH/edmseipWGYzVQGklshQcl0sVyxbUOZV+q+v/pob1RSEXX8dJoFTM35NLJU8F/043Y2eivOb8mnjgUxx8J2XRxseP4bT2a5eH+7307SY8ShbAe3nQLXh3Mmxvy4JCtaNQGPvh1IIEhZtCuaCCCIDB9RRYyiTUxtjaO/CxW7/R9uFsrz6R2cmPEz6ZfL1GjRa834ulrpk1KZZ2x5donjBsnhiW/+irRpOtu6SrKFcTlWOM8VhqO1UBpJJcqDJTOLpbbhye/XPTyuNrYEeDgCsCHewuYsTKbYe2VnHw0kAE+flXnF1ScXxPPHYnnp4uZRDrbcXJ8r2YxTnZ+doJTf8cDMOGbgXQYE2jW8We/eIyLZwoZd2cQEx8wb3+g+nhlRz65ZQKvD3LBx9GCn0CtyMm/zyGRSuhxr/lzmsxFwaUikICjpz25meL3xSfQPJuUy0mylvv5eOUV8Xtz4IBpHhQAWznorH0DrZiA1UBpJKlqMXTibcFJsnKJ+OfVGHQYKgLHUyLt8XOQcSBVw4Y4NaX6y9LVMknNH4dXjiXwbUwGYY5Kzk7o1Sy5E2dXXmLLW8cB6P9kR2561rxVQQe3pvPXvBh829nz+eKbzDp2faQW6/n6aDG+DjI+Gd4y3ZHbIhmnc3APdW3Rcm9TKUpXIa9IYk04L4YrAkLNFK4zTaS1VQgIEDdkmZnlJl/b2VesePz3aIlZ52Tl+sVyTXULJ1OjQyFp2WS22KJstqSeJ1lVQJG2jKc6DaWnp9jt1SAIrEo6xdn8dHI1KuzkNsgQ56cx6Dmem0x/72C6edsS/3Q7Hlybw9TlWUztosLNFaRSOJKTSGZZMXeF9SHESXTl/u9EInOj0wl10DPeJ5GXDibQ2c2Pe8L74mxjmvcov7yUvRlxnC3IQKPX4qCwpYdHIB0yXfn7ju0ABA/1YcoPQ8z3pgGF+Rqen7gHuULCnwfGtXhrgvFLMhGMsOIOy5RutwQu7UvBUG6g8yTz9m8yN+ocNbZO4qbkUkyFimwHM4i0cTnCY+nIZBK0WtMn+9atrkz/OYfPNhVyV7+WC69aabtYDZRGkqvRYdfCOz2tQU+ggxuDfcJYEL23+jFBT4qqgNvbdyXQwQ21XssfsYeqjv8bfwxHhS2dXH2xU0j5e5InCkUxi884IJX0p71bEfd38UWvzWTemZ181HcCX0Vn8enZVILs9dzhX8gjHYdgJ7Phn/ijLIjey2s9xjZo3kajkS2p0axKPIVw5TZRo+JScg5uUzVIjODSzoHHd91ulvfqSh4YvJVyjYE5/w0xmzu+ofx5poRT2VrGh9sxqIHidzciB+ZHATD4ecssL65EU1yOa3vRIElNEJVRw7qYJ0/K2EYsFDc3Obm5OjQavUkCddP6OMHPOVzIsuahWGkYVgOlkRTrDDi3sMx9V3d/urr713jMTm7DrG4jq/3u4YiB/N+pLQCU6rV8fXYnfnbOeNo5klSSj6OrBjf7bhSo7UnMd+XjveUYcUMh68nK6FhSFMV4KBSM8UzjzrBBdHQVkzsfihjIe8fXk1CcS6hz/VoeW9KiWZF4svp8ZQrKyspxvUcDBhCUMGRnX7N7Nz588jCJF4qZ+GAI42aYTyK/IWj1Ak9uzEUpl7BkitV7UhcJu5JQutpWPfwtFb3GgJOfGNLJSBIFywJC6u9X1SDahn1Cjx7ObN+ex4IFycyaZVoul0IGWqtem5UGYrnBXgunVG/A3cJl7jUGPRIg7AojIqOsmDP56RTrxCTfm0KTAAkgqVofdXI9KfJi0NiSd8mT3w/2plh9ucOvr70L7rb2JJTk1juHgnI1qxJPVf17VEAkn/efzLybphP2lBxpKSCF4oVKlmadRGMw3+5q15pUlv0YR2CoIx/+NtBs4zaUe9dko9Yb+WasB3YK61etNlS5akpzyggeYt6kaHOjUWkxCkbcgkQjKiejDKlMYjajuq14UB55RPw7/ftvhsnXRniLeSjrTlv78lipH+uq2Ui0ghEfC06Q1QkGViSeoJ9XEC93H81DEQMJcbqcoCmVSOjq5o+/azHBrlfk0tiUg2c+lNtCrjsSJMilRsLdquebOCuUFF3Ry6c29mXGIVQsvKP8I5kR2gdXW3sWTdpCwUUVSMDvj3YIflI0Bh1HspPM8vrzsjW8PH0vClspfx5s+byTqAwNyy6o6eyp4LGelu0VaG0OfiMmRw98qlcrz6RuMk9lA+ARLhrrBTkabM3Zhbpt2CfMmCF6A2NiTJO8B3h5tBgO+2BdoTmnZOU6xbJdABZKqU6PEQiw0GZmBkHgp+h9GI1wT3h/ZBIpg3xCGeQTisagQ2vQYye3oVRXzutHVvFoTxve3VWO0UYLXvmgVUCeOyBBKoHbusTSzjmiUXM5V3B5lzUmUOyvsvH1I0SvSQYJPHVwAobOMs6f3FJxfjrD/JqWKCkIAvcN2oxOK/DN2pvx8G753I/Jy7KQAOumW0M79XF2eSxSuZSIW0Jaeyp1knFaNFB8uooeyeICHXaO5uvF1VY8KHK5HIkEiotNj9U8PNiZR/7M5Wy6tv6TrdzwWD0ojeB8keg5CLZAmXuDIPDThX3kl5cyq9tI7OTVF1ClTIGzjR0KqQxHhS1SJIwKMWBjpwOvPNE4yXUHo+hV+Wi4Ai/nYtT66gtKsU6DSwOqeDR6MWRjK5XjZmvP8YWx7JktCnLd8n/9aD/ABz+7y0mGZfqmh3jeefgQaQkqpj/ZgZvHt3zY4ON9BaSUGHiyt1OD2wfcqAiCQPaFPLw7e7S4l8tUcmNFkbaAXmIuVplKh7OrGZuFtg37BAClsnGS9wByGWiseShWGoBlrwgWyoViUaAp3MmyRNoqjZPsshJmdR2Jo6JuA0ouldHeyZ2VqamUe+SATl5hnFz+WMw/okcQ5FwovNxiPVNdTH65mlCn+hNkHSrmUC7oidoWz7KH9wAw8NlO3PxaDwASVXlV59c35/rYvCSJtYsuEdLRmXd+6N+ksRpDvlrPB/sKcFNK+XasVfOkPs6vjsNoMNJ9RsfWnkq95CcUAuAcKCbJlpcLuHmZzzvXRhwoAAQGit/T06dN760T6iE67vfE1C4MacUKWEM8jSKuWEww7dTCKrIag46cssvJZbnlpaSoCnCQ2+BiY8eP0XtJVhXwTJebETBW5Yg4yG2QV8jcf3l6O708AxnhHwmAjaId88/l4CSXUpLmAUYpEoxM7GBHTx8lH+wrZOnx7siMZ3ixpy3ZZSWsSDyBTCLl81NbqmmxAPwRc5CDNUjmSzMElt67E4zQ4+5QJs4XxdIEo8DGlHNV553MS+Gzk5urabGAmFOzNCGKYzlJ6AWhRi2WrFQ1b963H1uljEUHGlYCbW4mLstCL8DiSV4W7xGwBI78dBKAgc/0bt2J1IJgNBJTmMWZgjQS4jKRKCTEleQS5uiBYDDi5WfGNaANWSijRnly8WIKc+cmsnBhD5OufXa4M88vyefN1fnsf81yW4VYaX2sBkojSCwVVRQ7trCBklSSz5dntlf9e2mCqB0xyDuE8UHdOJWfBsDHJzZWu+6lbqOIdBVzIXI1KlQ6cf5rUvJ4NSofR7mEh4PyWVNsT2K+G529ZCye7Iu9Qkp3b1vuXJnF70c6UKA5hqdjCR5KB6aFdGbRxcM1zrOLmx8PRohVM2qdls/+XIv9MxqMAsiD5fT+tgtqvY4kVR6bUs4TUyR2iFXK5LzSfTS7Mi4y/+xOPugzAWcbcYe6JP44ZwrSmdmpZi2WyrwTvc7IdxtuxsWt5cNv6y6Wsj+1nJvb2XJLmJlKT69zkg6k4ehjj72r5WnExBVls+jiEbLKREE25xwNEiXMPb0NlzzRi+IXZL6/cxuyT3j99RAWLEhh7958k699apgjzy/J52SKNQ/FSt1YDZRGkKYuRwLYt3DPjEhXH34cek+tx+s6Vsmn/ScBsDEtnym7orGVSjh+e186ONvzYGg5b+3M5/cJXthXlMVO7ejAiUcDGLQwnSVRnXipvzMfDhE9G7UZKHKpDHtBwZmllzj4zTkcjmowIhYz570tY+657TVe90SnobRzdOfe8P6czU/nQFY8t7TrQpley/6sBB6NvKlWLZbX7tpPVqqa+1/syKDRfjWO35wIgsB9a7JRSGGVNTG2QeRdKqS8WEunCZanHnuhMJNvzu5Cb7ycaCFVCQhu4vfi0gVRrl1ZsyxR42hDBkpwsGigpaebLnkvl8uRSUFt1WuzUg9WH3QjyNbosJW2rMy9OdmeXsD4HedRSCUcu60nHZxFN2tvX1s23e2H31XN7Lp625L8bDvaO8v48kgxYxenI9SSIadN1pLwSSLveC1k6QO7ST0qaqVIAKOHBCGiZnG78e270tlNNCykEgkdXX1JKBavTVLlYzAKdHK73AX4Si2W1QsT2LI0mYjurrz6ZZ8mvTeNZebGPIrKjXx8sxuuJqhr3sjs/+ooAIOfb52/WW1oDXp+ubC/yjgJdnTnscibkGrBK8CVQAdXNCniuSdsE6r6XDWZtuRCAWQyMQ+nMbR3E78jRxM15pySlesMq4HSCPLL9djLW1ZF1lzsyypi3I5zyKQSjtzWgy5uDXNRu9nJufR0O4a3V7I1UUOHBakYhMtGWvrJPH4du5FL4y5i858Wiar6YiuRSegzOZwHOgygj2d7Orv60s8riHvCRGnzSuOkju5JNAAAWoFJREFUEmcbJUUVYnLFWg1yiRR7efWKGGeFkuSUIt5/7BB2DjL+2DvG5PfDHFzM0/LbqRKCXOS8Nsit/gusABC9Lh65Uka7/uZ0QzSdozlJlFSEQTu6+vBaj7H08WgPRug9vhNv9ByHba4YkjL4l3MyL9Us921b5gm4uIgVTHq96SU5jw4WPTCvrzA9RGTlxsFqoDSCEp0BV5u2Z6AczilmxNYzSJBw4JbudHczrQurVCpl533+PNvHmYRCPevPdCK5WOyffuqfeOK2poERjDW0VDcajESMDmSwbxgzOw3hhW4jeazjYHp4NL4MWDAaWfRYIgaDkR82jcTRuXVKescvzcIIrLWGdhqMXqunILEI/16W954dz02u+v9JQT2QSaWostUYBSMBvX1QSGU4FYuGvY2HhGO55hEXbCs6KJV07Sq+B7/+mm7yta+PFcULjySZHiKycuNgNVAaQZlBwMPWjPoHLcCxvBKGbD4DwJ5xXenr0fhuot+M8+SnWz0pKlMyY5mOdRdLGftxX/o83KHO60JHXJsbUqnFUqKt7uot1mpwUYi7VGcbJXqjcI0Wy9Efi8g/p+exN7vQe4h3o19PU/juWBGx+Tru7uxAN2/L08WxVKIWngUj9Lq/S2tP5RqKKz6LUomEYEd3Lu1N4b/71gKgLxe9BZo8I8iqn99k2pZ9wgMPiJuLv/823YMkl8uRSaC0vI29aCstijVY3gh0RiN+FixzfzWnC1QM3nQaI0Z2jO7GIK+md199vJczO3O3svpkdyYszeKz4W68/uswbJwUHJx//przncLscfK5tqSwUoslujCrqlxZMBq5UJjJCH9RvTbI0R2ZRMqFwkx6e7YH4LcFp0n41UDHoc48/0nPJr+exqDSCry8PQ8HhYRFE71aZQ5tleMLz4IE+j3avcXvHb8rmTXPbcXGQYGdmxI7VyW2zjYoXWyxdbZFUOVjo1Uhj9bydeYfZJ3MwSPMlV73dSHoJvGhnJ+rQVZhj9rIbsxl9MEH/XnssbOcO9e4vjr+rjJSCgycS9fQxd/yqristD435jerCWSqxV18oIXK3F9NdJGa/htOoReMbBnVhWG+TTNOrtRicVKW8/sUPc+tl/DmrnyOJ6sIXxxdVbGDFBAAGXS+9XIn4au1WEYHdOSPmIMEO7kT7OTB9rQYtIKem3zETql2chsG+4SyNCEKB7kteUkavnvrDI5hEv7YdGuTXk9TmL4ii3IDLJzghdyqeWISaVFZuLZ3Rt4CDTdji7LZknqeZFUBRdoyJmeHkXX2ikaXUkBSIZ5sBAxQmZlV2t+GRzZNJ3xMCNIrEuMLCzQoK6KTFwoyG63dU4025kyQV1QxFhU1Thb2vv6OfLa5iFeX57PhOcvKQ7JiGVhXVRM5VySqH4Y6Wr7Ff7FYTe/1J9AJRtaN7Mwo/6YncCaV5PPxiY1VWivbM04wsdcRuvqUsCxBx9b+4eg6SVB9pQSlRPyEGaDDqICqMa7UYgHo5xXEtNBerEk6zcdRG0kpLeD5LiOqLeQzwvrQzT2AH87t4Y3H9yFo4cs/bsbevnVs7L3JZWxKKKOPrw13djYtl+dGJ+14BvoyPR1vD2uR+2kNegId3Li7IiHbd7gf7qEuFVY0ohFtAIkeJIbLvy6/zZ7UL5xJ6FyGVhAfwmV6LWuTzqBDwLETSJHwUrdRBDq4Mv/szmrhniXxxzmdn8bMTkN4uftoCrVqFkTvrXWebS0HBUTJe8MVOWcGg5H8/Ibpm3w4Qdws7Y+35qFYqRmrB8VEYipk7js4W5bM/dVcKtHQY91Jyg1GVg3vxK0B7mYZtzYtlq+eWc5GB3u2jY8geUQ7oh5pj2JsCb+N3UhJhprQmy/nn1RqsVzJCP/IKo9KTSikMu4J78eup4spPJrJMx91Z+CggFrPb04EQeCOFVnIJLB2um/9F1ipxr75YvfiIS/2bZH7dXX3p6v75R26RCph6Ev9Wf3c1povkED5WHvUr7sDRlYmnmJd8lk8lY7kalToBANUPJQnBXeng6s3YS5eJmv3tHUKCnS4uSnIyChnxowo4uPVnD+vQqMRuHBhGJGRdRvucrkcqQSKNW3PMLPSMlg9KCaSUCLukLq4WK5Ec7JKQ7e1UWgMAkuHdWRiu+btCfPXHdvIPltAn8NpvBGqIEcL4T8kE+ek5LkTU5i5ezx2ZlB2/XNeNIe2ZtJriBdPvN3NDDNvHG/sLCBHLfDKABf8nKw2vqnEbU3E1skGz3DzGM2mUhBfxKn/omsMqUhkErz6eVH2qns1g1knGMhQF6ETDAjlRvQq8HS2Z1xgZ8B07Z6aaAselIwMDRMnHsPPbzvu7lvJyBC9H8uWZRIVVYxGI2BjI6Fdu4Zt4HydxUdQYq5VVdbKtVgNFBNJrpC5D3G0zIqNdHU5XddGoTYI/DUkgjuCmnentuW9Y5xbkQjAXf+O4NN72rP6Dh8MRhj6Zwb/pukIHtJ0L0Ps6QK+eDkKJ1cFP28f2eTxGkt6iZ65R4rwcZDx6XCr5ompaIo1lGSU0n5Qy+ccRP11DvtP8tg0aD2Je1Oxc7dFckVeiUQmwTnAEfVnXvQLCOau8L683etWhviG4Wpjh41UhquNHR1KA8AI3UJ9kUguX99Q7Z7KHlnXYPn2CRqNwKZNOWRmVg/LVNpWUimMGOGBvX3DZBim9RKzfV5allfPmVZuRKzbPxNJL9Mhk2CRjeCyy7R0XhNFiV7gj0EduCekeUtvT/4bx84PTwIw6v1e9LhTzCmYGOnA6UcDGbAwjcc35HI6S8v8cY03lLRaPQ/fLLrjf989BpsWSKysjfFLMhGMsHyqt0V+BiydQ9+fAKDfY6Y1mGssWrWWzf/bw7Ffz1BeokXuK8NvWiD3f347CEbmdPgJAIkUFHZy7L4JReVq5J5wsRN2O0c37u8woNqYyxfHAGn4BFmuF7W5+P/27js+qipt4PjvTsukTXrvCSSBhBZ6lyKiiCKuWNBVV193FVTEvr62fXdXXXftrG1d3bXLKqgoukhHekILpEFCEtL7pE+59/1jwiRDAgRJz/l+PnxM7tyZOScxM8+c+5zniYpy4dVXh3PPPUc7vF1RYOHCzr/u/GmRF69tqWVzhshDEdoTr7AXqKzZjL4PvjFVNpmI/yaZGrOVtyfGcOuQ7i2AdWp/GZ/fuAWAEUuimPu0Y7nyYX468peHE+Wh4fVkI7M+Ont5/PO5a+4maqvNPPjiGGJH9t6qxSeptRwoMXFFjDNTO7mEPdhteWE3u988QHWereHeoc/TkdQSidfGduvzlmVU8N5ln/O04RV+fiUZSS0x45GJGD8N4pK/z8AnyhOfGC/ir4huuYeE50tDqA2VWTFiNs6as9c5KjlhWyXxinQMlDtTu8dobsKjn+/i+d3vwrn22kDUHSySKAosWND5AMVNr0ECahq7qF2AMKCIFZQLVG2y4KbtW1Vkq00WYr9Oocpk5bVx0dwV273N8oyF9fx90jcABI3y5qbP53R4nodezfG7Q5n3WTEbTzYR/fd8Dt4ZckG9av7xXCop28uYNDeQX68c3iXj/yVMFpm71pfjpIbV1/S96qd9kaIo/PTMDixNtoxS3zhvyrMq8Qh1R5Hplo9Hh1en89//3UZ5ZpXtOWO9mPfHGYy8Lh6Ar7d/4nD+9Icmkv59Nl6PR1KbpGZl4mzctOe+fFuSa0uUr/WttR/rTO2e4gYjlc0NRLufZTWxnwQokiTx3nsj2L+/hlOnmrBaWwc+dKgLkZEXtrLk566itFamuNpCoKd4SxJa9b2lgD6uzmzFqxcvMZypzmQhbm0yFSYLfx0byb3DuvfavqnJwt/iVqNYFVz99CxPWXTO81UqFT/dFMyK8QZyjVbC3sgntbRzy7lH91fw+hOH8PRx4u/rZ3XB6H+5X39bRr1Z4ZW5vrjoxJ9NZ0iShH98a4J2eUYlyFCTV8uz3q/y8fVfc+Djo8jyxb0zm5stfP/oZp7xfIVPlnxNxfFqhs6L5MH0O3ko4y5iF8eQX1dFfp0taClvrie/rorKpnoiZ4QSsm0slQt1/CZuCjIKNaZGakyNWOTW/bMvHd7I5sIMAEpONaLSwt6ak+wqyaaooYZPju87a+2ejOoScmsr+VfmbqLdfc+6g6efxCeArQ/PV18l0SYFB5UKFi268HyzhSNtK0oPfinyUARHfeedtp9olmX89H2jzH2DxULsN8mUNpv58+gIHhz+y/vadIYsy7wctxpTnQWNXs1Dx5d0Og/j5Ut9Gemv487vyxn9XgGrrwngmvizNypsaLBw55yfkCT4YMelaDS9FxQcKmnm87R64ny0/G6sodfG0R8Fjw2kOLUc2eK4hG+qNXFkdTpHvkjHO9qTiF+wZbwip5pv7t1A5g85KFYFJ3cd01aMY96fpqNrU0gxt7aSl45stH+/OjsFgMn+UVwZMYJUpRRM2Gv7nLZyxBziPG2rZW1r91SUNKFWqey1e4ymJkLdvDqs3SNlS7yVth2LbG0p1Db+7BPqB7t42kpK8uCVV4axfLmtcrQsg9fYWjKqS4j18HdIID6Xv17jw3s/1/PDsbMkDwuDlghQLoBFlrEqENwHytw3WWTivk6hqNHM0yPDeHxEWLc/5z/mfEd1Xj2SCh44di36C2zOd/soA/E+OmZ/UsTir0p4doYXT03rOKfkzlk/UW+08MTfxxMdf/Gl+S/GVauLkYDvlohLOxcqaKQfivXs+QUTfjua8EkXtup37JtMfnhsG6Vptk/c3jGezH1mGkk3d9zX52y1e047122nta3dU1PRjLOLptO1e84ZlPRjdeZmdLNPETHVTO7PWkAh2z+Ll45kEehs4LroJIf6M2fj6WbLQ6mqF3kogqNu/1j6/PPPI0kSK1assB9rampi2bJl+Pj44ObmxrXXXktJSUl3D+Wina6BEu7au1uMTRaZ+G+SOdVg4vHEUJ4ZFXH+O12ktct/JmeL7Xf0P1sW4B31y1YSJofqOXF3GP4uKp7eVsWvvixud87rTx4kdW8FMxYEc/3d3ZtMeT7P/VxFntHK/4x2J8ar9wPT/iZolH+HCwOSCkZeF8+iVZd26pO2xWzlv09t51mfV/n31Wsoy6gkelY49x/5DY8c/+1Zg5PuUGc042rohs92/WgBpc7cxIuHNrC/PI9ZT9QDCkigavmxFDcaeePoVvaWnuzU43m7qlCA6rpfVjZfGJi6NUDZt28fb7/9NiNHOjYEe+CBB/j2229ZvXo1W7dupbCwkMWLF3fnULrEsZYy9zG9WObeIssM/zaF3PpmHhwWzJ/HRHb7c+5+K409q9IAWPyP6URNv7gk3GB3DfnLw0kK0PFlRgMj382nqeUSQMqOUt7901F8AvS89s3Mix77xahssPDU9io8nVS8Ob97i90NVIEj2jdRlFQSQ+ZEsuTDK1Gpz/0SVJ1n5N/XfMVTLi+x6f92Ym22MumeMTxds4K7Nt1IUGLPN2lsarTi6dP1H1L6UXzCx1n7KG607czy9NThYrA1M7otdhJR7ra/FQWFf2XupqKp/ryPN3+47dLYQ2tEHorQqtsClLq6OpYuXcq7776Ll1frMn5NTQ3vvfceL730ErNnz2bs2LG8//777Ny5k927d3fXcLpEZssKSlwvVZG1yDKJ3x7gRF0Ty2KD+Ou46PPf6SJlbynk67t/BmDaygTG33H2Je0LodOoSL4jlKUJrhwpMxP6eh4ZhQ3cPX8TarXEh7vm9XqdkUX/KcEiwydX+/X6WPorF29n3Np0sZbUEqETgrhl7WI0urPvhsv4IZtXRv6T5yPe5NjaLAwhblz7j/n8oW4li1bNQ+/We6tZFpOMT0A3fEjpJzko5U11HKjIB8BV48QTY+YzbZItKElwDuORUfOY7B8FgEWR2VaUdd7H/Ou1tvt/c1jkoQituu1Vd9myZSxYsIC5c+c6HE9OTsZsNjscj4+PJzw8nF27dnX4WM3NzRiNRod/vSGnJUAZ7tHzNTBkWWbMuoNkGBv5nyEBvDGx+xutVeYYeXf29wAMvSyEBX+b3CWPqygKG77Mo6HOzEdXB/DCLG8qGmVGvJZHtU7DM/+YRGiUe5c81y/1/fF6tp9qZlqoE5cPOXsyr9CerCikVhby5rFt/H7v19RFtd7mF+/Nb9Zfh86lfaK5xSKz6U87+YPfa7x/+WqKU8uInB7Kvcm38tjJuxl/R88UdzsXY7WtrklA6OD9f2J/WZ59tWdOSCy+ejcWL7atqq5fX4ZKkrgmajSqlkt3ezpxmSfQ05aHUl4r8lCEVt2SJPvZZ5+RkpLCvn372t1WXFyMTqfD09PT4XhAQADFxe3zEQCee+45nn322e4Y6gU51WDL4vfv4SRZWZYZ+/0hUmsa+HW0H+9MHtrtz9lUa+KlYf8BBXyGGPjND5d32WMf+LmMB3+1nfAhbryydiaPTPYkc3UOH0pOHL9/FIWJvXs5RZZlln5dhkYFX/9KJMZeiFpTE2+mbeeEscx+zFUlowNkd4myF72o1DYRQusKhLGolm/v38SxrzOxmmS0zhrG3zmSy1+chYtn3+oafuJoNQAhUd0QoPSPBRSqmhvsX59uhLhwoT+/+x1s3FjB9dcH46FzJsTFk/z6KqpNDSiKct5cIw9nFdWNMnVNFtwuoFaSMHB1+QpKfn4+999/Px9//DF6fde8uDz++OPU1NTY/+Xn53fJ416o4iYz2k5unesqsiwz6YfDHKyq54ZIX/41tWsusZzvOV+M/hxrs4zeQ8uKtF916eOnH6hCkqAgp57rx67npUdT2PvyMcZ/exw3Vw33/FjB3evLzv9A3eSeHyqobpZ5droX3i7ihbKzTFYLr6ZudghOnNQaVBpbAmTtG/5UujXz8pGNlDfVcWJzLq+N/YA/B/+dI6vTcfN35epVl/Js3QNc++7lfS44AchJt63ehg/t+hW+fhKfoFW1XpqrNdlWlYOD9Vx9tT/z5tlqvMiKQm1LXyKNSt2pROjZcba8nsfXVHX1kIV+qstffZOTkyktLSUpKcl+zGq1sm3bNt544w1+/PFHTCYT1dXVDqsoJSUlBAZ2XOTHyckJJ6feb85X3mTGuYfrccz8byr7Kuq4JsyHT6fH98hzvp60hobyZlRaiYezr+/yGiQZB6tQqSWsFgWrVeGDv6QhSfDJd7PwCndlzD9P8daBWlLLTGy+OQhND+Z/nKgy8c7BWsINan4/VTQDvBBbirLIr7e9uXjonLkhZiyjfEJ5q/kjNFf7Uz7CQJ6xAtO/y3h54TtYy80gQfikYBa8NPsX1ULpaadO2KrHRg/r3a3vXWl9/lEOlOdT3GhEp1ITbfBjceRoAl3a79RTWirmnra9+DijfEKRJIm1a8fZjx+tKqS6pSmirCgs//lzYgy+3DRkPAHOrY9bb27msxP7OVxZgG+8Gg6O5suDdbx+Y88nPwt9T5e/8s+ZM4cjR45w8OBB+79x48axdOlS+9darZaNG1sLJ2VkZJCXl8fkyV2T49BdjGYrhh4scz9nwxF2lBm5MsSLry4Z1iPP+ckNGyk+VAUS3HdoMS7eXf8p9uj+CqyW9p8X71u0lYrcOjJ/G8r8aGd2nGomelU+lQ09t/Xwyi9KUICvr7v4DsyDiawobG2TDLk8YSZJvuE0ljdxam8Ro+bHEvO6Fc9LC3F5swZLjZkRS+N5suxe7tl1S78ITgAKW8rchw916/oH76Uk2cyaUi4JjuWxUfO4P3E2Vlnm1dRNNFvb/91tLMzAoGt9TUitKuI/OQdotJgBWwBzrKqIf2XusZ8zNySOx0bPw0ml4bXUzZjbVOh9L2MnhQ01rEiczcNjpqPVyFQ2mrtxtkJ/0uUrKO7u7iQmJjocc3V1xcfHx378jjvuYOXKlXh7e2MwGLj33nuZPHkykyZN6urhdKl6i5VQl57JP5n/UyqbimuYF+TJt7N7psbD5j+ncOTzHABu+24eAcO6fgXBbJbJTmuf5KwokJth5LrR3/OXz6ax/oZQHtlYwYt7aghflc/OXwczMqB7V9HeTjGSXmFmSbwro7v5uQaaiqY6ypvqAIj18CfczRuAlA9TURRY/9gWmmtM6Px01Cxxpvk6N+KGj8bVp391BC4tbEClolc7ane1+xMd20jcFjuJh/Z8RW5dJbEerY3/8uuq2HAqjd+Pmc8je9bYj/9UkM72ouOEu3lTbWqgrOX/AwAfJ1eujhyFWlJxe9xkHtr9FQfL8xnvH0lRQw1Hq4p4fPRlRLZsTXbT11BVp6bYWEugoXcT5YXe1yt7J19++WWuvPJKrr32WmbMmEFgYCBfffVVbwzlgphkhYAeSJC9evMxfiyqZqa/gR/nJp7/Dl3g2Noc/vuErQT4la9MIu7y8G55npMZRizmjjP1ZVmhudHKNx9kA/CXOT58uNCPRotC0j8LWJ1W1+H9ukKDSeb+DRW4aCU+vEosL1+opjaftv2dW99Y9rx5AEktMeHOUTyS/VvmHrqS5usNoFJ1+Am9r6sqbUbr1E2rqH0kCaXRalvBcNW0vtaZrBbeS/+ZG4eMt3djnhYYg4Qtt6RZtpBlLHUITgBui52MWrK9zThrdES5+5JdWw5AtrEcF43WHpwATIpwBSSe+bHjDRPC4NIjHwO2bNni8L1er2fVqlWsWrWqJ56+S9SbLShASDevoFy3NY1vTlUyxdedTZf2THBSlFrBh9fYLrmNuzOWqfd33fPm11WRU1uORZbx0btyMqV9o0BJsq2gBIa7cs8zI7hiaeu+1JtHuBPvq2XGh0UsWVPKU2Umnp3hfVFj2pHfxGfH6nhiqidBbrY/gevWlNBsVfhogR+6Xuz701+17QCcY6yw79q4a8tNmOpM+MXZ3oRyMtM7vE9/Yawy4ew6cFZPziQrCl9kJxNj8CPE1dN+/IvsFKINfoz2ae33NcIrmDnBcWwuzGRfWS6NVjMSEGPwI94zgHV5qQS4OK6CGHR6aloSa2tMTbhrHS8h/+1ab9YfLeCHI1a4rtumKfQTA/cvrYsdq7ElfEV2Y5n7pdvT+U9eBeO83dh+2YgeKQ5WV97E66PXAhA+2Z9r353RJY+bXl3M2pOHyKl1rAxZ8EObbH4JUCAkyo27nxnB5TdGdpiQOy5Iz8l7whj9XgF/2FHNoVITXy32/8U/n8+P1bEq2cgHh2t5YZY3I/y0fH+ikdEBOpYmimXl0zJrSvnvqWPk1VVRY2rk7mHTGe3b2vOpyWpmTc5BDlacot5iQqtSY5atFDRUc6AinyTfcDxCWn+exQ017GupiSEB76TtwN/ZncVRoxnh3ZqDoigK3+YeYXvxcRqt5g6TK3tLfa0Zn8C+t7uoq3x6fB+F9TU8POpS+7FDFafIqC7miaT2pQaCXT1ZOnQCNw0Zj1m2olGpUEkqThjLWJeXesHPPyxYj0YjU1TVc7l+Qt8lApROSjfakuOGuHdPkbbbd2byyclyRnm5sOfykT0SnFhMFl6M+hzFqmAIceG3O67sksfdW3qS9zN2IXewZl30Y+vlnbAYN+55diTzr49AfZ6S5/5uGvLuDWPqvwr5OrOBxHcL2H97CC66C/85ldRbkYB6s8Ly/1agUdneMNctEYmxbZmsFkJdvZgaEMNbadvb3b46O4WM6hJ+EzcFH70r3+WlsrPEdnnuH+k7mRNSwST/KHQqNQcrTrE+/xgWxfb7jzH4cfPQCewtPcmbx7bzxJj59k/sP55KY1NhBrfFTcZX78o3Jw/zWupmnhl7pcMW197Q3GTFy7d7PqT0diHZT4/v40hlIQ+NmouXU2tuUHp1CWVNdTyw8z8O57+VtoOhHn48OHIukiShU7e+nRi0ttdJo6nJfkno9Pdhbp4AeOj09q3Ip1kVGW+PBkor3LBYLGg04i1qMBO//U46YbT9IQ3rhiqyd+8+zgcnShnu4UzKFaN7rKz6S/H/wVRnRuui5sHjS7rkeYsbavggc7c9OAl28WBKQDSuWie27jrJrsoiJA0MeQKW3hLBgpio8zxiK41KxZ7bQ7l9XSkfHK4j7I08km8PIdKrfVXScymotTiETi1tgPjLrmr+ONMbdydxiQcg0Tv4nN1os43lTA6IIs7TVszulqETOVieT4PVjFWR+e+pNP57Kq3d/fRqLcsTLsFZo+XqyFGkVRezpTCTpUMnoCgKGwvSuSI80X454czkyt4iyzJWi4JvUM9Xku5OiqLw2Yn9HKw4xcqRc/DVO+5Qmh82nGmBjpWr/5DyPUuikxjp0/HuK1+9KwatnvTqYsLcbMn2jRYzObXlzAwaAkC0wZcGi5nc2koi3G2XbTOqSwgPrqK0wp3nfjTy5IKLu5wr9G/ilbiTTtbbcifiuzhAuX/fCd7KKibWXc+hK8f0WHDyj0u/oyqnDkkt8dCJ69F1UeXGTYWZWFs+JU8JiObJpCu4NHQYo1zC2PloHWHDXJjwPfjOkdheehzTL0iUfP9Kf16e601Vk0zc2/lszLmw/h1F9dYOj7+RbGToW/l8d7yhw9sFR9EGXw5VFFDVbKsUmlVTihWFMT5h9jLnZ9Kq1FwWOhxnTWtQOdwryJ44Wd5Uj9HcxDDP1tWsM5Mre0tZoe1DSmBY/9p5dD6fntjPntKT3BE3Bb1aS42pkRpTo/1v00PnTIirp8M/AG8nF4dg5qn96zhQbiuiKUkSc0Li+T4/lUMVpyior+b9zF14OjnbLxMGuXiQ4BXEh1l7yKkt53hNGZ+e2M9VY2x5fu/v7L6keKF/ECsonVTQYEICXLpwyfGR5BxeSy8i2k1P6sKkHitI9u3KXZz4qQiA5fsXYQjsmhdcqyKzp9S2TdlJpWFJdBIqSUJRFJ69aw9lhY18lnw5m5Wj7C7NocFi4lBlAeP9Ii74uVZM8CTBV8eCL4q59NMiXr3Um3vHe3bqvmUNHQcosmK7/PPElkoWDBlYb0Ld4YaYcXyUtZfH9q5FJUmokLh56AQmB0RTY2pkV0k2eXVVKIqCn7M7UwKi+EPKenz1jmXiDdrWxEmj2RZstq21cfr70+f0luMtZe67rU9UL13jOV2/5m9HNjocvzV2ElMCOt+QtKTRaN8BBHBZ6DBMVgsfZe2lwWJiiIcf9yXMcrhMd0fcFD49sZ+Xj2xCQiLJN4zrY8by1L/zyavqf7u8hK4lApROKmky4aTqujL3Tx44yYvHCgh3dSJtYRLa8+RgdJV976Wz8+WjANy4ejbBo7uu7029udm+3TTGww/nlm2KD9+wg/9+kcfoKb58/Go6FaZGykMUDGNt9TN+qUujXUj7bSjj/lnIfRsqOVRq5h8Lzr1FuMkiU2dq/0agkmwBytIEN16a27u9gPqLzYWZ5NSWc8/wGfjoXcmqKeXTE/vx1LkwzCuQ+WE9U7+np5zMtNXviYgbWInUb0+/qUvuc+YxSZK4KnIkV0WOPOvjuGqduDN+arvjLlpoMCPyUAY58ZvvpMpmCy6arknQ+8PhXP6YeooQZx3pVyX12LbWk7uK+erOHQDMfno0I3/V+U9HnXG63gFAc5tPUiMn+ZKXVYukklj7fjbNja0rGCnqg/zJ4xj+IS5ExhkYPtabcTP9SRjv06kS+zFeOgruDSfpnwW8d6iWY+Umtt3iWB6/sL6GgvoqFMBiaV8BVAKiPDS8e4UfsyIHVn5BdzFZLaw9eYi7h0+378AJdfUiv66a/xakMcyr44Rjg06P8YzESKO5CY+WFZPOJFf2loJsWzAdM7x3xzEYJIU7seNEM29sqWPFXM/eHo7QS0SA0km1Fiu+Thf/43oh9RRPH8onUK8l4+oknLso6DmfmlN1vDNtHQAJiyO49Jlx57nH2TVZzHyde5iDFfnUmpsJc/Xi+pixRLh546t3pbypnmxjOSUNRgJcDPz6gWFMvN2b1dkpuDWAuUZFRbJM9V7wLPGgusDEyUwjWUer2fCfPAAkLeicVXh56AmOdGXoCE9GTfZlwuxA/IMdL7+46FQcuyuEq/9TwrrjjUS8kc/BO0IoNZXyXd5Rh+Z1pbWuwAjAloClVsFT07x4eJInTpqebQTZn1kVBasi2wt1nXb6kt7ZRLv7kl5dzNyQ1r5SaVXFRLvbmsx1JrmytxTn23KTAsO6J4jtI3Xa+oQ/X+3FjJeK+fs2owhQBjERoHRSo0XGx3Bhu0XO9PKxUzx24CR+Thoyrh6Lq7ZnfvymBgsvDvkCRYaARC9u/vLS89/pHP6dtYfChhpuj5uCp86ZPaU5vHxkE8+MXcD0wKGsOXkQBXg3/Wd+O2w6kgRvHN3CtMAYIty82aGcwHeWxJDLXHh+wgIkSWJfWS7vH9vJhLo4ypMtpGQXUlbeQN0uEwd+biBlexmf/912rVylAleDFv9gFyJi3Rk21puxM/z5cpEfz+6s4c87awh7I5cFI47g6+6Y8GoLUGwSAyx8eU0UQ7wv7vc6UDVZzZQ1tl6CK2+uJ7+uCleNDm+9K7Ee/nyZcwCtSo2P3pXMmlJ2l+ZwXVRro9D3M3biqXPhmqjRAMwJieOvh39iw6k0RngHs68sl9y6Sm4eOgFwTK70d3bHV+/G17mHHZIre0tZUSNqtdR9iewiQrGbHmv7EJJTLvJQBjMRoHSSWVEIuogy96syClmZfBJvnYbMReMw9FAvD1mW+UvkZ1ibZVx8nLjv0DUX9Xgmq4UD5fnckzDD3qdjYcRIDlcWsLUoi0tDhrG1KJPK5gby66t4cv+3eDu5oJJU7C3Npc7SWknWTauzt2H/qSCd6SFDuHFIEiywVbR8fO9aZgXHMj8sgaK8evZsKubI7nKyUqspPFlPfnYtJ47VsGntKftj6pxUjIz35OjCGNbuTSCpKYtZ063MHBGFRlLxY6oMKEyOOkliSAlVVifgwpN0B4Pc2kpeapM4uTrb1gphsn8Ut8VN5s74qaw5eYh/Zuyk3mLC28mVqyNGMqPNSkdlc4PDKkuMwY8746byde4h1p48hL+zO3cPn+5QtbQzyZW9obqsGZ2+m8cgFvHs9FpoEn0DBzURoHRCcYMJ4Bc3Cnw3s4jle7Px1KrJuDoJzx5sNLZq/NfUlzWh1ql4+OT1F/3pT1YUZBQ0kuMLtVal4YSxjEWRo7g/cRavpG62bT9FoaK53uFcCRjnF8GRykIALLKVvNpKLg8dbj9HJUnEewaSbbRtLQ0Kd2XRbTEsus2xHoPFInN4dzn7t5aQllzFyUwjp3KqGPr6QXJviifZfygVy9P5Me8QWi8nLFEezPBWcM0qo2YkfKdJZZxvuD1QElrFeQacM4HSQ+fMbbHnbvD54Mi57Y6N9QtnrN/Zez11JrmyNxirTbi6i5fMnjIiWMe+XBPv7TByx7TeryIs9Dzx19YJx1qqyEa7XXiJ63+fKOGuPScwaNWkXzUWX33PdEMG+PzmzRSmVIAED2UtQe928c+t12iJdvfl+/xUglwMGHR69pblkm0sx9/ZloAa6OLB/465nC2FmWwvPk61ybZ1VC2pSPINY05wHHWWZvaV5WKyWmiwmJBRcO9ga2lxY/vOx21pNCqSpvmTNM22mmM0NfHInjUoWJArTvD94QRK5oUTklFOUbkJ91wjVfubqGq5fxrVfKP7FE8fJ4LCXRmS4MGIib5MnBNIWMzA2q0hXJzGOgvBka7nP1HoEs9c6cWCVSW89FONCFAGKRGgdEJGSx+eoYYLS477LKeU23Zm4aZRkXZVEgHd3GiwrS0vHOTgxycA+O3PV+IZ3n73yi/1m7jJ/CtzD4/uXYsKiXA3L8b7RZBXV2k/x03rxJURI7giPJH/3fcNY3zDuCpiJE4t5bCPVBZ02XjaKm+qQ2m5mH9JQghvXz2Up7ZW8aed7kjAkTtDiPPW8o/v9rNufRZ1GeBS6kxtsYVj+ys5sqeCNf+0lWuXJHBx0+Ab6EzYUHfiR3sxZpo/Y2f64+Ii/nQGG1OzFS+/gduHp6+5YoQtGMwqE9d5BivxKtsJ2bW2ACXBo/PFu77KLeemHZk4q1UcXZhEsEvPdW5NX5/Pj4/tB2DxP6YROblre8z4Obvz0Ki5NFstNFnNeOiceSdtR7sS2WC7VOPl5IKsKPbgBGwrHXq1Fp1aYy/yVXtGIS6jqQkP7YW9IbStYGpRZFSSxB8v8aak3sqpWgsJ/rbfQ/BoPSHetnN/O2wsSb62Sw6VZU3s3VTMwZ1lZB2poSC7jpKCBnKzatnxfSFgqyGj0Up4eDsRGOZC9HAPRkz0YcKsQCLj3HusGrDQcywWGVkGv+Bu3Ibe2814+iAnDTSLPNlBSwQonZDbYEvsjHLrXJDx7akKfrUtHb1aRerCJMJ/waWhX6oko4p/XfEjAFNWDGf8HfHnuccv56TW4KTWUG82cayqiMVRYzo8L9rgS2pLvslpadXFRBtsW0s1KjXh7t6kVZfYd2rIikJ6dTGzgmPP21X3g4xd7GqpYNvWwYpTXG81o1drebdNATdZke1ddQHeS9/Jj25p3BAzlig/X+ZfH8n86yMxy1ZWZ6ewvywXs1UiqM4H36P+HN9vJCfdSMmpBtIPVnF0fyXf/rvl+SVwcdXgE6AnNMaNuNFeJE31Z9wl/rgZem4FTeha+cdrAVsulNBz4gO0HCow89m+Wm4YLy65DjYiQOmEogYzaolOfTL+sbCKRZvTcFJJHFgwmij3ngtOGqqbeC3hKwBi5gSz8OUp3fI8R6sKURQIdDFQ2ljLlzkHCHQxMLWlLPaanINUmxq4Pc72/DODhrKlMJMvcw4wNSCa9OoSksvyWJ440/6Yc0Pi+SBjF5Hu3kS6+7CxIAOTbGFKQDR5dVXn7KoLkOAVxK0tCZufHd9PSkU+DRYT/8rYza2xk9C39H45HXSUtlSwDXQ28Nth09lYmM5rqZt5duxCe5n1L04kc6SqkLuGTcNZrePTE/uoDirmLw/Oc3jumqpm9m0u4cDPZWQdriY/u47y4ibyT9Sx67/FfICtYZ5GI+HupbOtugzzIHG8D+NnBTAk0UOsuvRxJ47VALYO3N1FrJ+09/vLPbn+H2U8/0O1CFAGIRGgdEJZsxn9GW8gt/2cyUgvV1YOb+3muam4mis2HUWjkth/xWjiLuCS0MWyWGReiPgc2argFeXGnT9d0W3P1Wgxs+bkIaqbG3DR6EjyDWNR5CjULT+jGlMjlc2t9Ud89W4sT7iE1dkpbCrIwNPJhVtiJ5Lg1dopd7xfBHXmJr7JPYzR1ESomxf3JczCoHMm0dv5nF11wbYKc7ry6MKIkRypKsQsW0mpyCdtbzGjfEJQS2oOVxY4tHi/ach4gl09WDpkAqmVhewsOcH8sAQaLSZ+LsnmjrgpxLc0rrstdhJPJ39HtrHcvvoD4OHlxNzF4cxd7LgzRZZlThyrYe/GElL3VZCTXkNxfgNZR6pJS6niu49P2s91dlXj7a8nNNqN2FFejJ7iy8Q5QRg8xapLX5DXsoISGS+SNXvSknHuXP+PMtJLRB7KYCQClE6oMllw07Zuqz1ubORf2aUA1JgsPDMqnJ9Ljcz7KRW1JLFn/igSvHp2KfjluNWYjGZ07hpWZi7p1uca5xfBuHM0+LstbnK7Y3GeAfxv0uXnfNxZwXHMCo77RWPKrC7hod1f4qLREecRwK1DJ/GvrN2YZSuNVjO721zSaX2+WOI8A4D225pz6yqxKrJDyfZAFw+8nVzIrnUMUM5GpVIxNNGLoYle7W6rM5rYv6WUAz+XkXGoivwTtVQUN1F4sp49G0v48CXbeWqNhLuHDv9QZ6LiPUgY7834mQEMS/ISqy49qCDHtlU+ZrhHL49k8NGqRR7KYCUClE6oM1sJd23NP1mTX4EKkIE/HMknt76Jj7LLkCSJnfNHMtqn+5aBO/LeZeupzK5FpZF4NO+GTvWwGUgSvIIY4xuGr96NssZa1p48RF5dJY+PvoyNBensLcvFLNv6/6gkiQTPII5UFbbrotx2W7PR1IRGUuGicVzBsHXebbzoMbsZdFxyVSiXXBXa7racjBr2bCwmdW8F2cdqKMpvIDvNSOahan78PNd+nt5ZjZe/EyFRbsSO9GT0FD8mzgnEy1fsNOlqJfm2AEX8bHveUD8tx4rN/JBaz/xEkQM0mIgApROaZRk/fWs59C9yy5Hb3P6v7DIkYMe8BMb59Ox10u8e3sPx/9q27N6fuhgXz8H3AjreP9L+dYirJyGuXvzv/m8wmpr4dewklkSPpbSpFkWx9Xoxy1Ye3bu218Z7PlFxHkTFecA9jscbGiwkby3lwI5SMg5WkXe8lvLiRorzStm/pZRPXssEQKWWcPfQ4h/iTESsgYRxPhfUgFFor7y4CY22m4v5iSSUDq2c68GdH5Xz1LdVIkAZZESAch4WWcaqQHBLmfuChmb2V9S1O08BPjtZwWQ/jx6rSpryYSY7/noEgNt/uAz/uPaXEgYjP2c33DROlDXVMoxA9Bot4W7e9tstsvW825oNOj0WRabBYnJYRbF13u2djscuLhqmXx7M9Mvb5+Pkn6hlz8Zijuwt58TRGopyGziZWUvWkRp++jLffp6TXo2Xn9N5GzAKjqormtE798DLpSho3M4d0wzc+VE5RwpNvT0UoYeJAOU8cupsb2KnL/Gsza9AouMPO69nFGGSFf4+McahHkd3OLW/jNW/3gbA/BfHE3tZ7zZS60uqmhuotzSfNZA437ZmgAg3b9SSivTqYnuNlOIGI5XNDfbOu31JWIw7YTHu/OquoQ7Hm5osHPy5jJTtZaQfqCQ3s5ayokYOtBw7swGjX7ALkW0aMI6c5IOuB1sz9FV1RjOuF9ksVPjlNCrRl2cwEq88Z2GWrRyuKGBtvi1pUq9qwqrIrD5Zfs77vZ1VzJwgT66L6L43sbrSBlZN+BqAMbcMYeZDo7rtufqCc3XVddHqWJebSpJvGAadnrLGOr46eQA/Z3eGewXZ7/PS4Y2M8Q21J+Gea1szgLNGx9SAaFZnp+CqcUKv1vLZif1Eu/t2KkG2r9DrNUyaE8SkOUHtbivKq2fPxiIO76ngeEsDxlPZtWR30IDR09eJoAhXhiR6MmqSDxPnBA2qmiBN9RYCQ8UqU2+J8tGQVWZhW0YDM+Jsv4dSoxUfNxVqlVh2GqhEgHIGWVH48dQxfjqVTp2lmUPV7oAXB8qO8sCuTLaV+rRbPVFLYFVgmMGZW6L9uSK4+y61WEwWXgj/DBQIGefLkn9f0m3P1Vecq6vuTUPGU1Bfxe7SbBosZjx1zgzzCuTqiJEO3W/Lm+qoM7d2Uj7XtubTlsSMRcqWeCttOxbZynCvIG4aMr4HZtwzgsJdWXT7EBbdPsThuNls5fDuClsDxpSWVZfCRo7sLufQznK+fOc4AJIKXN21+AY5EzHUnfgxXoyd4c/oqX7o9QPrpcVskvEO6P78LvFW27G7Z7iz8ssq7vy4nKkxejamN5JfZeWPV3nxxBXi0vZANbBeRS6SrCh8kLmLPW22pBotth+Rp9bC3kqdPThRSSArEOHqxC3R/twQ6UuCZ/d/onw+/DMszTJuAc4s37eo25+vLzhfV937R8w+72P8ecLV7Y6db1uzVqXmpiHjB1RQ0hlarZqx0/0ZO92/3W2lhQ3s3VTMoV3lZKXWUJhTR1FuPSfTjWz9trW/klanwsNHNyAaMDY0WFAUCAgRKyg9qbDawvepDWzJbOSnNFtdpaxSCznldVhadimEeYu3sIFM/Hbb2FaUZQ9OJGz1PtLqnaCuidE+gXxyyrYDQivJ3BDpyX3Dohjr7dZjSbFvjF9LfUkTGr2aR/Ou75HnFIS2/INduPLmaK68OdrhuMUic3R/Bfu3lHIsuZKTGUZKCxoGRAPGnJYqsj3SybiHXkv6g0VvFrMv14RaBdY22yYtbb6eEj34di0OJn3zFaEXyIrCxoJ0+/e/HTadMb5hbCnPwKfGwrfFBjSSkZEeVYzxqCXeYGacz8geG9/nv95Cwf5yJBU8mn8jGpG4KPQhGo2KUZP8GDXJr91tF9yAMdzWCqC7GjC+/sRBdm8s5o8fTCYq/uyF1xosJvaX5fHTVtsuKLN/E2bZ6nDpUOg+T1/pzcK/FzsEJ215uaiI8ROvgwOZ+O22yKktt/dnifMIYEyb3R1WRWF/RR0b543gx7xtlDZCRk0JVc0NeDl1/7Lv9pcOc/BD23X/5QeuwU0UixL6EW8/vb0BY1uyLJN2oIp9W0o4tr+ytQHjgSqO7uu4AWPYEFsrgItpwLh1XQGZh6v51ejvefSVsVz326EOq6AW2crak4fYWpSFSbaSn2q7sLtbm8XJPflcHjacuSHxPbZyOlgtGOHCK9f5cP8XFe1uU0kwbYhe/A4GOBGgtGjbOybB27bjQVEUNhRVU2uxsunSEUzz9yDfGEhpY23Lfeq7PUDJ2pDP9w/uBeDGz2cTPNKnW59PEHqKSqUiYawPCWPb/z99rgaMO390bMBo8NIR0MkGjIqikJtl+/s1N8v88e59bF1XwB/+ORkffz1WWebNY9tJrWrtvt1cbPuvcwTUW5r5T84BKpsbWBKdJN4gu9m9swykF5t4a1ttu80J02LEB7WBTgQoLTRS64tZvdlWEEiSJH4V7kugs44ZAbal4HpLa7Gg7l7qrcip4Z/zfgRg5uMjGbkk+jz3EISB4bwNGDeVcHRfBdlp52/AGBbtxtCWBozRwzxpbrQ6PObOH4pYNOxb/vzhFOpGVNuDE42kYmpgDHVN5ZRLlUwKjWB/eR4AmwoziPMMYLRP+1YFv5ioJNuOJEm8dr0vx8ssbMpotF/ukRWYIgKUAW/QBShVzQ18lXOQo1WFmGQrfno3bo2dRKS7DxISCgp7SnNYGDECrUrNm5OGkFFdwh9T1lPYUINVsf2F6NVaAp1bO5tuLsxkw6k0akyNhLp5cUPMWKIuoqBXU52Jvw39DwBxV4Yx/88TLm7igjAAnKsBY32tiX1bSjn4cxnpBx0bMO5u04DxTFargrHKxLIFWwi/Vk3g7xQ0ThL3Jc4izjOAg4E7KA5q4H+GTSO2KItPju8DYFNBRtcGKEKHNGqJ1XcFMPH5AjJauhpLKFSrc8is9maoh79YyRqgBlWAUm828eKhDcR6BnBv4iW4a/WUNtbiqtHh5eTCSO9gDlUWUG1q5N30n7l5yHhMspU3jm6xN5bLr68CINbDH53a9uPbV5bLf7JTuGnIeKLcfdlYmM5rqZt5duxCDLoLj/JlWea54E9QrAq+8R7c9u1lXfdDEIQBytVdxyULQ7lkoWPQoCgKORlG9m0q4ZsPszmyu31Og9KyepH3pZW8tZBwgwvZVzaixFdiNsnEDPcEYHrgEH4qSKe0sZaMmhKqmxvw7MrLvOJ9tkNuTrDymirueccZq6xGo7Xy7akDcAoCnQ1cHTmKJF9RTXugGVQByo+njuHl5MJtsZPsx3z1rZ2HF0aM5Fh1MWbZyqGKU6RWFtp7s+wsyUFpWYPVSCoara11l38qSGdaYAxTA2MAWDpkAqmVhewsOcH8sIQLHudLsasx1VrQe2h54Oi1v2iugiDYSJJEdLwH0fEenMw0kpZcicV8juspMpz4tpFHP/7Zfigi1la/RSVJxHsE2PPQqk2NXRqgiPikPass82baNo7UFnL5LDfWbUzAam39SRU3Gnk7bTs3xIw9Z10jof8ZVAHK4YpTDPcK4u207WTVlOKpc2Fm0FCmB9kqaYa5eXHP8Bm8lbadZqsFqyJTaWpweAx3rZ4ZgUPYWJgB2DL+82oruTx0uP0clSQR7xlItvHcZfE78s/566k4UYtKK/F48dIu3V4pCINd9rEah+BEpQJZhqhhBkYu8CQnIQ+XaLg8bBizPYZxMsPIuo9yCIporYFSY2q0f60TW4673ff5RzlSacsLCg2sR60CRVFzy9AJ7CzJ4YSxDIDPTyQT5e5LpLvYSDBQDKoApaypjq1FWcwNjefysARO1lbyeXYyGpWKyS09WIZ7BfFM0gI2F2WyszibOoutPLqXkwvTA4cwI3AIJ+sqaMo3Y7JaaLCYkFFwP+NSjkGnp7jReEHj+/7RPWT9WAASPJy9BN0AKxcuCL0tO73G/rVrLAyd78pvb01ialI4lc31/H7vKRQUdpfmsCA8kVGT/dAPk1mdncKyHUcw6Jypaq4HwF3rhL+zbWWly3LQxBKKA7NsZUthJgASEitGzObwLgs7s5tJNEQyNSCGr04e5L+n0lCAjQUZ3BE/pXcHLXSZQfXxXAHC3by5JnI04W7ezAgawrTAGLYWZTmc56135dqoMbw4aTF+ejcWhCfy3PirWRCe2C4Q6SoHPjnO9r8cAeCurQvwDO1/JcEFoa8bdrszIx905s0j0/j64FVctzKaL5r2UNXcgLeTKyO9gwHbpZs3j20js6aEN45uIc4zgDvjp2KVZftmm6mBMWhUansO2oLwRJ4Yczmhrp68lroZo6npF4xQRChtHa0qsn9IHOcXTpxnAMsvsW1O+HBPHZIkcVXESFw1tm7zKeV5mKyWXhuv0LUGVYDiodMT5OJYOTLI2YOq5oYOz1dJEh46ZxotZocscaOpCb1ai06twU3rhAqJ2jNejIymJnv+yvkUHizji6VbALh61WSiprfvPCsIwsUxWS2Y51bz6O8nMjUxAn9ndxZGjMTf2c3+IeXqyFE4qWwrl8eqi/nb4Y0owLGqIt5K206N2XZ5RyOpmBscDzjmoAW7erB0yAR0Kg07S070yjwHksqmevvXCS3dya9Nsl1uW3vQ9rqtVamJ87T1jbIoMjW/KDAU+qJBFaDEGPwoOeOyS0mjEW+ns/fYiDb4kl5d7HAsrbqYaINt+VajUhPu7k1adYn9dllRSG9zzrnUlTfwetLXAIy/K45J91x4Uq0gCOcnKwoyChrJMW9Eq9LY8xhCXD1ZnjATF43WfrtZtlLY0HppyE2jQy2pcNfp7TlowzwD7bdfTA6a4EjdJgfvdA0qnUbF4tEuXDqstfP46dpVABqRtzdgDKokh7kh8bxw6L98n3eUcX7hnKytYHvxcW4e2lpjZE3OQapNDdweZ7uOOTNoKFsKM/ky5wBTA6JJry4huSyP5YkzHR73g4xdRLp7E+nuw8aCDEyyhSkB5y6sZrHIPB/6GSgQMc2fxW9P756JC4KAXqMl2t2X7/NTCXIxYNDp2VuWS7axHH/n1t18sZ4BPDt2ITuKj/Nt3hFkRUHCFrxMDxyCu07PO2k7ujwHDQZ+r8D1+Uc5UJ5PcaMRnUpNtMGPxZGjCXQxtDtXURR2l+TYv99Vks3s4DhUksSXv2sNCMtatnyD7QLZk/u/Jcbgy01DxhPQplZVvbmZz07s53BlARISSb5hLIkZi17dGowKfUuXh5rPPfcc48ePx93dHX9/fxYtWkRGRobDOU1NTSxbtgwfHx/c3Ny49tprKSkpOcsjdp1Idx/uHjaDfWUneTb5O77LS2VJ9Fgm+kfZz6kxNTqUvffVu7E84RLSqor5v5T1bChI55bYiSR4BdvPGe8Xwa+ix/BN7mH+mLKe/Poq7kuYhUHnzLm8EPoJ1mYZQ6gLv9t+VddPWBAEB7+Jm4yiwKN717Jsx+dsLshgvF8E0hm5HwadnivCE/HVu3FVxEj+Pu1Gnky6gkuCY8XOnYuQWVPKJcGxPDZqHvcnzsYqy7yauonmDvJGNhZmOKxknaqv5uPje2m0tJZ4KGkw8lbadvv34/wieGz0PJxUGl5L3YxZbq0a/F7GTgobaliROJvlCTPJqinlo6y93TRToSt0+QrK1q1bWbZsGePHj8disfD73/+eefPmcezYMVxdbZdSHnjgAb777jtWr16Nh4cHy5cvZ/Hixfz888/nefSLN9InhJE+IWe9/ba4ye2OxXkG8L9Jl5/zcWcFx13QHvw3xq+lrqQJrYuGR3Nv6PT9BEH45fyc3Xlo1FyarRaarGY8dM68k7bDoR5SWwatnjpzM6qz5KCpJOmic9AcDPAVlPsTZzl8f1vsJB7a8xW5dZXEevjbj+fXVbHhVBq/HzOfR/assR/fUXyCfaW5DPXwo9FqsV+aA3BWa7khZhxuWiduj5vMQ7u/4mB5PuP9IylqqOFoVRGPj77Mvg35+phxvHF0C7+KGtO1xfaELtPlAcoPP/zg8P0HH3yAv78/ycnJzJgxg5qaGt577z0++eQTZs+eDcD777/PsGHD2L17N5MmTeroYQeUL27dQsH+ciSVxGNFN4haJ4LQw5zUGpzUGurNJo5VFbE4akyH50UbfEmtLHQ4drYctNFtOqCnVxczKzi2eycxAJwueOmqae1KbbJaeC/9Z24cMh6PllXo2cFxbCnKRFYUmmULqVVF7R7r1tiJuGltu3mcNTqi3H3Jri1nvH8k2cZyXDRahxopw7wCkZDIqa1gjAhQ+qRuf2esqbEll3l7ewOQnJyM2Wxm7ty59nPi4+MJDw9n165dHT5Gc3MzRqPR4V9/tf2lwxz493EAVhxbjItBNLwShJ5ytKqQ1MpCypvqOFZVxEtHfiLQxcDUlnyxNTkHeT9jp/38mUFDKW+q48ucAxQ31LClMJPksjzmhrSuls4NiWdH8XF2lWRT1FDDJ8f3dSoHbbCTFYUvspOJMfgR4uppP/5FdgrRBj+HPkdxHv48lXQFMwKH4KRu/Vzt4+TKjMChAEQb/Bwe36DT23f01JiacD9jRUstqXDV6n7hdnChJ3Rrkqwsy6xYsYKpU6eSmJgIQHFxMTqdDk9PT4dzAwICKC4u7uBRbHktzz77bHcOtUdk/VTA9w/arnne/PWl+Me1b3gmCEL3abSYWXPyENXNDbhodCT5hrEocpR9t8jZctBWZ6ewqSADTyeXDnPQ6sxNfJN7GKOpiVA3r07loHVooGfJtvHp8X0U1tfw8KhL7ccOVZwio7qYJzq4pB7k4sHSoRO4IWYcdZZmW4Ch0ZFdW8624qx25wv9X7cGKMuWLSM1NZUdO3Zc1OM8/vjjrFy50v690WgkLKx/NYaqPFnDPy9dD8DcZ8eQcFVEL49IEAafcX4RjPM7+99eT+WgDXafHt/HkcpCHho1F682l1fSq0soa6rjgZ3/cTj/rbQdDPXw48GRc1GrVPZLPwAGre1ro6nJ4bjR1ESYmydgq4FVa3ZcKbEqMvVm0y9q6Cr0jG4LUJYvX866devYtm0boaGtS3WBgYGYTCaqq6sdVlFKSkoIDAzs4JHAyckJJyen7hpqtzM1WfjrENsfXOKvIpnz1NheHpEgCH3RQF9AURSFz07s52DFKVaOnNMuOXl+2HCmtTRdPe0PKd+zJDrprJsbfPWuGLR60quLCXOzrUo3Wszk1JYzs6XPWrTBlwaLmdzaSiLcbekGGdUlKChEid49fVaX56AoisLy5ctZs2YNmzZtIioqyuH2sWPHotVq2bhxo/1YRkYGeXl5TJ7c/tNLfyfLMn/y/xjFqhAwwoulq+ee/06CIAgD0Kcn9rOn9CR3xE1Br9ZSY2qkxtRoL0/voXMmxNXT4R+At5OLQzDz1P51HCjPB2zdqueExPN9fiqHKk5RUF/N+5m78HRyticuB7l4kOAVxIdZe8ipLed4TRmfntjPOL8IsYOnD+vyFZRly5bxySef8PXXX+Pu7m7PK/Hw8MDZ2RkPDw/uuOMOVq5cibe3NwaDgXvvvZfJkycPyB08f4tbjanWjLOPEysOX9vbwxEEoU8b2Esop1sK/O3IRofjt8ZOuqCk4pJGo30HEMBlocMwWS18lLWXBouJIR5+3JcwC22bmjV3xE3h0xP7efnIJnuhtutjxGp2XyYpiqKc/7QLeMCzrFG+//773HbbbYCtUNuDDz7Ip59+SnNzM5dddhl///vfz3qJ50xGoxEPDw9qamowGNpXIOwr3pu/nuM/FqDWqXim/jY0GrGdWBCEjv1Beh2Ni4bf19/d20MRhG5zIe/fXb6C0pl4R6/Xs2rVKlatWtXVT99nfP/IHo7/WAASPHrqRhGcCIJwXgN7/UQQLox41+wGBz7OYvuLRwC4e/dVuPv9gu2GgiAMPiJCEQQ7EaB0scKDFXxx81YArv3ndMIn+J/nHoIgCIIgnEkEKF2ovrqJ15NsfSMm3zeccbeLugiCIHTe2XL4BGEwEgFKF5FlmecCPwEFomcHcdWrU3p7SIIgCILQb4kApYs8F/Qp1mYZz0g3/mfjgt4ejiAI/ZFYQBEEOxGgdIHXx62hrrQRnauGh08s6e3hCILQX4kARRDsRIBykb64dTOFyRVIaoknym9CpRI/UkEQBEG4WOLd9CJs+9thDvz7BAAPHV+CTq/r5REJgtCviRUUQbATAUon5O0pxVhY73AsY0M+6x/aC8DtP8zHO9K9N4YmCMIAInbxCEIrEaCch6XZyrszv+PVUWs4tb8MgKq8Oj6Y9yMAl70wjtjLQs/1EIIgCJ0iiSUUQbDr8lL3A03e7lIszVasZitvT1/Hrz6cwec3bAFg1E0xXPLI6F4dnyAI/dM7SZ9Rk1eLpJI4vXDSVNPMSyH/RAIktcQlz05k9O3De3WcgtBbRIByHtmbC5HUEopVwdJs5bPrNgMQNMaHGz6e1cujEwShv1KsMo0VTWcchLo2l5Nla5f2chWEfkVc4jmP4z8Vopx+kWjzWhE5LQDZKvfOoARB6Pcu+cOks98ogSHUjVG3xvfcgAShjxEByjmYGy3k7ynt8LZdbxzjw0UbMNWbe3hUgiAMBLFXReGX4I2k6iDvRIGZz05ErVX3/MAEoY8QAco55O4sQbacZYlVgfR1+ay9Z2fPDkoQhAFBkmw5Jop8xmuMBB4R7oy8RfTyEgY3kYMCyIpCWnURyWV5GM1N6FQa4jwDqN9YaatLcMbrh0ojIVsUYuYEM+meYb0yZkEQ+r/4a2LwifeiMrMK5fQVYwUuEasngiAClPy6Kv6R/jPFjUaH48nleXh81oj6jOBE565l/B2xTLx7OH6xHj04UkEQBhpJZVtF+fL6H+zHPKMMjFgqVk8EYVAHKPl1Vfz18AaarJb2N5aaUeUoKNgWUQISvZh6fwKjboxB56rt6aEKgjAAmWUrtdPVqCJ0yLkmAFzvDaTC3ICfxq2XRycIvWvQBiiKovCvzN324CTM1YsrwhMZYvCjtKGGf4auQwZkb6j/o54Vt15KgIuhdwctCMKAccJYxjtpO6g2NeJ8qw7vP5hQVLB3TDn79n/D7OA4fhU9BpUkUgWFwWnQ/p9/wlhOfn0VAMEuHjwy6lKSfMMw6PRs+dV+lHoF1zEu1Kx1wZKoYnvx8V4esSAIA0VeXSWvHtlMtakRgMZZOhTA6imBWkIBNhZm8Mnx/b06TkHoTYM2QDlQkW//el7oMHRq22LSugd2c2JjEaETfHlgz2LULZ9e2p4vCILwSymKwkdZe2mWbau3Qwx+PDTmUiQgMNSLK8NHoGopLbu9+DhZNR2XOhCEgW7QBih15mb715HuPgCc2l/Gz6+k4hSi46Ytl+Km1eOrd20539Qr4xQEYWA5WVdBbl0lAEEuHqwYMZuhHv4AeEd6sDBiBNdHj7Wfv6Uws1fGKQi9bdAGKHp1a6JrSYNtB0/oOD+mPjGCUT8kolKraLZaqGpuaDl/0KbrCILQhY5UFtq/nh0ch1bVup1YrbO9JE8NjMFFo7OdX1WIIAxGA/pdt8li5uvcwxysyKfW3EyYqxfXx4wl0t2H4V6BbCmyfTL5qSCDkT6hqCSJoQ9Fsjo7hZ/2ZuKk1mCSrQAM9wqyP+7mwkw2nEqjxtRIqJsXN8SMJcrdt1fmKAhC/9JoaV2NDXF1LFUgtVza0arUBDi7k1NbQbPVgqzIIllWGHQG9P/x/87aQ1p1MbfHTeGppCsY7hXIy0c2UdXcwAjvYHycbJdvsoylvJO2g2NVRbxxdAvRBl9mBg2loc0LycygoQDsK8vlP9kpLAhP5IkxlxPq6slrqZsxmpo6HIMgCEJbLhon+9en6qrtXy9ZewWz/mTrz2OyWihuWdnVq7UiOBEGpQG7gmKyWjhQns89CTOIbbm+uzBiJIcrC9halMWiyFHcNGQ8q45uRUbhQEU+ByrykZDYXnQcuU35WC8nF3ueyk8F6UwLjGFqYAwAS4dMILWykJ0lJ5gfltDzExUEoc851+rtKJ8Q1uUdAWBjYTqTAqJwUmuQZrrxZvZuinbU4KTW0Gi19fka5RNif1yxeisMJgM2LJcVBRkFjeRYLlqr0nDCWAZAoncwvx0+3SG/REFxCE7iPQNptNheKCyylbzaSoZ5BtpvV0kS8Z6BZBvLu3M6giD0I+davQ138ya6Jagoaazlr4d/4ufi47xxdAvhbl6M94ukvs3q7SVBsYBYvRUGnwEboOg1WqLdffk+P5Xq5gZkRWZ3aQ7ZxnJqWmoPAIz2CeXP4xdxXXQSGkmFi0ZLiIsns4NjeWbsAuaGxNFkNWOyWqgzNyOj4K7TOzyXQaenxixeJARBaF29vTZqNLEe/vg7u7MwYiT+zm5sLcoC4OahE+yJ+nl1lfw7ay8m2crPJdnsKs22P5a3kwvRBlsw03b1NtjVg6VDJqBTadhZcqLnJykIPWDABigAv4mbjKLAo3vXsmzH52wuyGC8XwQSju3NXbU65obE4613ZV7ocJ4aewXXx4wjyEX02hEE4cJ0ZvU2xNWTB0fOwVffcTl7lSQxwiuYBrF6KwxiAzYHBcDP2Z2HRs2l2WqhyWrGQ+fMO2k7zvqiYNDq2y2XGk1N6NVadGoNKklChURtB+d4aB1XVQRBGJzart4GuRgw6PTsLcsl21iOv3Pra0+4mzd/GHclqZWFvJe+E1etEwHO7gz18GNqQAz59VUcqSrEZLXQYDGddfX2zEangjBQDOgA5TQntQYntYZ6s4ljVUUsjhrT4XnRBl9SKx1rDqRVF9uXWDUqNeHu3qRVlzDaNwywfVpKry5mVnBs905CEIR+4zdxk/lX5h4e3bsWFVJLbkkEeS0F2k5TSypG+YTi4eTMlIBoLm+TaH+6FYcgDFYDOkA5WlWIokCgi4HSxlq+zDlAoIuBqQHRAKzJOUi1qYHb46YAtq3EWwoz+TLnAFMDokmvLiG5LI/liTPtjzk3JJ4PMnYR6e5NpLsPGwsyMMkWprQ8piAIgli9FYSLN6ADlEaLmTUnD1Hd3ICLRkeSbxiLIkehVtlSb2pMjVS2VIoF8NW7sTzhElZnp7CpIANPJxduiZ1Iglew/ZzxfhHUmZv4JvcwRlMToW5e3JcwC4POucfnJwhC3yZWbwXhl5MURVHOf1rfYjQa8fDwoKamBoPB0NvDEQRBcNDR6q1WpebhkZeiVqnard6WN9XxbPJ3XBIca1+9/fxEMssTZ9o/IO0ry+WDjF3cPHSCffU2uTyXZ8deKT4gCf3Ghbx/D+gVFEEQhN4gVm8F4eKJFRRBEARBEHrEhbx/D+g6KIIgCIIg9E8iQBEEQRAEoc8RAYogCIIgCH1Ov0ySPZ02YzSKCoqCIAiC0F+cft/uTPprvwxQamtrAQgLC+vlkQiCIAiCcKFqa2vx8Dh3v7t+uYtHlmUKCwtxd3entraWsLAw8vPzB+WOHqPRKOY/SOc/mOcOYv6Def6Dee7Qv+evKAq1tbUEBwejUp07y6RfrqCoVCpCQ0MBkCRbZ2KDwdDvflFdScx/8M5/MM8dxPwH8/wH89yh/87/fCsnp4kkWUEQBEEQ+hwRoAiCIAiC0Of0+wDFycmJp59+Gicnp94eSq8Q8x+88x/Mcwcx/8E8/8E8dxg88++XSbKCIAiCIAxs/X4FRRAEQRCEgUcEKIIgCIIg9DkiQBEEQRAEoc8RAYogCIIgCH1Ovw9QVq1aRWRkJHq9nokTJ7J3797eHlKXe+655xg/fjzu7u74+/uzaNEiMjIyHM5pampi2bJl+Pj44ObmxrXXXktJSUkvjbh7Pf/880iSxIoVK+zHBvL8CwoKuPnmm/Hx8cHZ2ZkRI0awf/9+++2KovDUU08RFBSEs7Mzc+fOJSsrqxdH3HWsVitPPvkkUVFRODs7ExMTw//93/859PEYSPPftm0bCxcuJDg4GEmSWLt2rcPtnZlrZWUlS5cuxWAw4OnpyR133EFdXV0PzuKXO9f8zWYzjz76KCNGjMDV1ZXg4GB+/etfU1hY6PAY/XX+5/vdt/W73/0OSZJ45ZVXHI7317mfTb8OUD7//HNWrlzJ008/TUpKCqNGjeKyyy6jtLS0t4fWpbZu3cqyZcvYvXs3GzZswGw2M2/ePOrr6+3nPPDAA3z77besXr2arVu3UlhYyOLFi3tx1N1j3759vP3224wcOdLh+ECdf1VVFVOnTkWr1bJ+/XqOHTvG3/72N7y8vOzn/OUvf+G1117jrbfeYs+ePbi6unLZZZfR1NTUiyPvGi+88AJvvvkmb7zxBmlpabzwwgv85S9/4fXXX7efM5DmX19fz6hRo1i1alWHt3dmrkuXLuXo0aNs2LCBdevWsW3bNu66666emsJFOdf8GxoaSElJ4cknnyQlJYWvvvqKjIwMrrrqKofz+uv8z/e7P23NmjXs3r2b4ODgdrf117mfldKPTZgwQVm2bJn9e6vVqgQHByvPPfdcL46q+5WWliqAsnXrVkVRFKW6ulrRarXK6tWr7eekpaUpgLJr167eGmaXq62tVYYOHaps2LBBmTlzpnL//fcrijKw5//oo48q06ZNO+vtsiwrgYGByosvvmg/Vl1drTg5OSmffvppTwyxWy1YsED5zW9+43Bs8eLFytKlSxVFGdjzB5Q1a9bYv+/MXI8dO6YAyr59++znrF+/XpEkSSkoKOixsXeFM+ffkb179yqAkpubqyjKwJn/2eZ+6tQpJSQkRElNTVUiIiKUl19+2X7bQJl7W/12BcVkMpGcnMzcuXPtx1QqFXPnzmXXrl29OLLuV1NTA4C3tzcAycnJmM1mh59FfHw84eHhA+pnsWzZMhYsWOAwTxjY8//mm28YN24c1113Hf7+/owZM4Z3333XfntOTg7FxcUOc/fw8GDixIn9fu4AU6ZMYePGjWRmZgJw6NAhduzYweWXXw4M/Pm31Zm57tq1C09PT8aNG2c/Z+7cuahUKvbs2dPjY+5uNTU1SJKEp6cnMLDnL8syt9xyCw8//DAJCQntbh+Ic++XzQIBysvLsVqtBAQEOBwPCAggPT29l0bV/WRZZsWKFUydOpXExEQAiouL0el09j/S0wICAiguLu6FUXa9zz77jJSUFPbt29futoE8/+zsbN58801WrlzJ73//e/bt28d9992HTqfj1ltvtc+vo7+D/j53gMceewyj0Uh8fDxqtRqr1cqf/vQnli5dCjDg599WZ+ZaXFyMv7+/w+0ajQZvb+8B9/Noamri0Ucf5cYbb7Q3zBvI83/hhRfQaDTcd999Hd4+EOfebwOUwWrZsmWkpqayY8eO3h5Kj8nPz+f+++9nw4YN6PX63h5Oj5JlmXHjxvHnP/8ZgDFjxpCamspbb73Frbfe2suj635ffPEFH3/8MZ988gkJCQkcPHiQFStWEBwcPCjmL3TMbDazZMkSFEXhzTff7O3hdLvk5GReffVVUlJSkCSpt4fTY/rtJR5fX1/UanW7nRolJSUEBgb20qi61/Lly1m3bh2bN28mNDTUfjwwMBCTyUR1dbXD+QPlZ5GcnExpaSlJSUloNBo0Gg1bt27ltddeQ6PREBAQMGDnHxQUxPDhwx2ODRs2jLy8PAD7/Abq38HDDz/MY489xg033MCIESO45ZZbeOCBB3juueeAgT//tjoz18DAwHabBCwWC5WVlQPm53E6OMnNzWXDhg321RMYuPPfvn07paWlhIeH218Dc3NzefDBB4mMjAQG5tz7bYCi0+kYO3YsGzdutB+TZZmNGzcyefLkXhxZ11MUheXLl7NmzRo2bdpEVFSUw+1jx45Fq9U6/CwyMjLIy8sbED+LOXPmcOTIEQ4ePGj/N27cOJYuXWr/eqDOf+rUqe22lGdmZhIREQFAVFQUgYGBDnM3Go3s2bOn388dbDs3VCrHlym1Wo0sy8DAn39bnZnr5MmTqa6uJjk52X7Opk2bkGWZiRMn9viYu9rp4CQrK4uffvoJHx8fh9sH6vxvueUWDh8+7PAaGBwczMMPP8yPP/4IDNC593aW7sX47LPPFCcnJ+WDDz5Qjh07ptx1112Kp6enUlxc3NtD61J333234uHhoWzZskUpKiqy/2toaLCf87vf/U4JDw9XNm3apOzfv1+ZPHmyMnny5F4cdfdqu4tHUQbu/Pfu3atoNBrlT3/6k5KVlaV8/PHHiouLi/LRRx/Zz3n++ecVT09P5euvv1YOHz6sXH311UpUVJTS2NjYiyPvGrfeeqsSEhKirFu3TsnJyVG++uorxdfXV3nkkUfs5wyk+dfW1ioHDhxQDhw4oADKSy+9pBw4cMC+S6Uzc50/f74yZswYZc+ePcqOHTuUoUOHKjfeeGNvTemCnGv+JpNJueqqq5TQ0FDl4MGDDq+Fzc3N9sfor/M/3+/+TGfu4lGU/jv3s+nXAYqiKMrrr7+uhIeHKzqdTpkwYYKye/fu3h5SlwM6/Pf+++/bz2lsbFTuuecexcvLS3FxcVGuueYapaioqPcG3c3ODFAG8vy//fZbJTExUXFyclLi4+OVd955x+F2WZaVJ598UgkICFCcnJyUOXPmKBkZGb002q5lNBqV+++/XwkPD1f0er0SHR2tPPHEEw5vSANp/ps3b+7wb/3WW29VFKVzc62oqFBuvPFGxc3NTTEYDMrtt9+u1NbW9sJsLty55p+Tk3PW18LNmzfbH6O/zv98v/szdRSg9Ne5n42kKG1KMgqCIAiCIPQB/TYHRRAEQRCEgUsEKIIgCIIg9DkiQBEEQRAEoc8RAYogCIIgCH2OCFAEQRAEQehzRIAiCIIgCEKfIwIUQRAEQRD6HBGgCIIgCILQ54gARRAEQRCEPkcEKIIgCIIg9DkiQBEEQRAEoc8RAYogCIIgCH3O/wP8EWxpumvkygAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# try random policy with a random instance\n", + "batch_size = 3\n", + "\n", + "print(\"Start rollout...\")\n", + "reward, td, actions = rollout(\n", + " env=env, td=env.reset(batch_size=[batch_size]), policy=random_policy, max_steps=100\n", + ")\n", + "print(\"Done.\")\n", + "print(\"Finished run with reward:\\n\", reward, \"\\nactions:\\n\", actions)\n", + "env.render(td, actions)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Start attention model...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/datasets/nayeli/rl4co/venv-rl4co/lib/python3.10/site-packages/lightning/pytorch/utilities/parsing.py:198: Attribute 'env' is an instance of `nn.Module` and is already saved during checkpointing. It is recommended to ignore them using `self.save_hyperparameters(ignore=['env'])`.\n", + "/datasets/nayeli/rl4co/venv-rl4co/lib/python3.10/site-packages/lightning/pytorch/utilities/parsing.py:198: Attribute 'policy' is an instance of `nn.Module` and is already saved during checkpointing. It is recommended to ignore them using `self.save_hyperparameters(ignore=['policy'])`.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tour lengths: ['2995.09', '2700.11', '2686.95']\n" + ] + }, + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Model: default is AM with REINFORCE and greedy rollout baseline\n", + "print(\"Start attention model...\")\n", + "model = AttentionModel(\n", + " env, baseline=\"rollout\", train_data_size=100_000, val_data_size=10_000\n", + ")\n", + "\n", + "# Greedy rollouts over untrained model\n", + "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", + "td_init = env.reset(batch_size=[3]).to(device)\n", + "model = model.to(device)\n", + "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", + "\n", + "# Plotting\n", + "print(f\"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}\")\n", + "for td, actions in zip(td_init, out[\"actions\"].cpu()):\n", + " env.render(td, actions)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Logging\n", + "\n", + "Here we will use [Wandb](https://wandb.ai/) (make sure to register an account there to keep track on runs remotely). You may comment below lines if you don't want to use it. You may check other loggers here\n", + "\n", + "We make sure we're logged into W&B so that our experiments can be associated with our account. You may comment the below line if you don't want to use it.\n", + "\n", + "\n", + "---\n", + "\n", + "Other available loggers: https://lightning.ai/docs/pytorch/stable/extensions/logging.html\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Failed to detect the name of this notebook, you can set it manually with the WANDB_NOTEBOOK_NAME environment variable to enable code saving.\n", + "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mngz\u001b[0m (\u001b[33mrl4co\u001b[0m). Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\n" + ] + } + ], + "source": [ + "import wandb\n", + "wandb.login()\n", + "\n", + "## Comment following two lines if you don't want logging\n", + "from lightning.pytorch.loggers import WandbLogger\n", + "\n", + "logger = WandbLogger(project=\"routefinder\", name=\"cvrptw-am\")\n", + "\n", + "\n", + "## Keep below if you don't want logging\n", + "# logger = None" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using 16bit Automatic Mixed Precision (AMP)\n", + "GPU available: True (cuda), used: True\n", + "TPU available: False, using: 0 TPU cores\n", + "IPU available: False, using: 0 IPUs\n", + "HPU available: False, using: 0 HPUs\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "2f93687df6374c87b1afade3bd0d831e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(Label(value='Waiting for wandb.init()...\\r'), FloatProgress(value=0.011112398219605286, max=1.0…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "wandb version 0.16.2 is available! To upgrade, please run:\n", + " $ pip install wandb --upgrade" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Tracking run with wandb version 0.16.0" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Run data is saved locally in ./wandb/run-20240122_225343-a2lj7zvx" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "Syncing run cvrptw-am to Weights & Biases (docs)
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + " View project at https://wandb.ai/rl4co/routefinder" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + " View run at https://wandb.ai/rl4co/routefinder/runs/a2lj7zvx" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "val_file not set. Generating dataset instead\n", + "test_file not set. Generating dataset instead\n", + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", + "\n", + " | Name | Type | Params\n", + "--------------------------------------------------\n", + "0 | env | CVRPTWEnv | 0 \n", + "1 | policy | AttentionModelPolicy | 694 K \n", + "2 | baseline | WarmupBaseline | 694 K \n", + "--------------------------------------------------\n", + "1.4 M Trainable params\n", + "0 Non-trainable params\n", + "1.4 M Total params\n", + "5.557 Total estimated model params size (MB)\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "08d4580aebf842d2a3731af6cfc26aea", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Sanity Checking: | | 0/? [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# The RL4CO trainer is a wrapper around PyTorch Lightning's `Trainer` class which adds some functionality and more efficient defaults\n", + "trainer = RL4COTrainer(\n", + " max_epochs=3,\n", + " accelerator=\"auto\",\n", + " devices=1,\n", + " logger=logger,\n", + ")\n", + "# fit model\n", + "trainer.fit(model)\n", + "\n", + "# Testing\n", + "\n", + "# Greedy rollouts over trained model (same states as previous plot)\n", + "model = model.to(device)\n", + "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", + "\n", + "# Plotting\n", + "print(f\"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}\")\n", + "for td, actions in zip(td_init, out[\"actions\"].cpu()):\n", + " env.render(td, actions)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Using 16bit Automatic Mixed Precision (AMP)\n", + "GPU available: True (cuda), used: True\n", + "TPU available: False, using: 0 TPU cores\n", + "IPU available: False, using: 0 IPUs\n", + "HPU available: False, using: 0 HPUs\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "val_file not set. Generating dataset instead\n", + "test_file not set. Generating dataset instead\n", + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", + "\n", + " | Name | Type | Params\n", + "--------------------------------------------------\n", + "0 | env | CVRPTWEnv | 0 \n", + "1 | policy | AttentionModelPolicy | 694 K \n", + "2 | baseline | WarmupBaseline | 694 K \n", + "--------------------------------------------------\n", + "1.4 M Trainable params\n", + "0 Non-trainable params\n", + "1.4 M Total params\n", + "5.557 Total estimated model params size (MB)\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "5ee3b62151bd40e4ae039c519db091a9", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Sanity Checking: | | 0/? [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# The RL4CO trainer is a wrapper around PyTorch Lightning's `Trainer` class which adds some functionality and more efficient defaults\n", + "trainer = RL4COTrainer(\n", + " max_epochs=30,\n", + " accelerator=\"auto\",\n", + " devices=1,\n", + " logger=logger,\n", + ")\n", + "# fit model\n", + "trainer.fit(model)\n", + "\n", + "# Testing\n", + "\n", + "# Greedy rollouts over trained model (same states as previous plot)\n", + "model = model.to(device)\n", + "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", + "\n", + "# Plotting\n", + "print(f\"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}\")\n", + "for td, actions in zip(td_init, out[\"actions\"].cpu()):\n", + " env.render(td, actions)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "venv-rl4co", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/cvrptw random policy/temp_dev.py b/notebooks/cvrptw random policy/temp_dev.py new file mode 100644 index 00000000..7647f83d --- /dev/null +++ b/notebooks/cvrptw random policy/temp_dev.py @@ -0,0 +1,93 @@ +import torch + +from rl4co.envs import CVRPEnv, CVRPTWEnv +from rl4co.models.nn.utils import rollout, random_policy +from rl4co.models.zoo.am import AttentionModel +from rl4co.utils.trainer import RL4COTrainer + +# env_cvrp = CVRPEnv() +# env_short = CVRPTWEnv(num_loc=20) +env_cvrptw = CVRPTWEnv( + num_loc=30, + min_loc=0, + max_loc=150, + min_demand=1, + max_demand=10, + vehicle_capacity=1, + capacity=10, + min_time=0, + max_time=480, + scale=True, +) + +env = env_cvrptw + +# batch size +batch_size = 3 + + +### --- random policy --- ### +# try random policy +reward, td, actions = rollout( + env=env, + td=env.reset(batch_size=[batch_size]), + policy=random_policy, + max_steps=1000, +) +assert reward.shape == (batch_size,) + +env.get_reward(td, actions) +CVRPTWEnv.check_solution_validity(td, actions) + +env.render(td, actions) + + +### --- AM --- ### +# Model: default is AM with REINFORCE and greedy rollout baseline +model = AttentionModel( + env, + baseline="rollout", + train_data_size=100_000, + val_data_size=10_000, +) + +# Greedy rollouts over untrained model +device = torch.device("cuda" if torch.cuda.is_available() else "cpu") +td_init = env.reset(batch_size=[3]).to(device) +model = model.to(device) +out = model(td_init.clone(), phase="test", decode_type="greedy", return_actions=True) + +# Plotting +# print(f"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}") +# for td, actions in zip(td_init, out["actions"].cpu()): +# env.render(td, actions) + +### --- Logging --- ### +import wandb +from lightning.pytorch.loggers import WandbLogger + +wandb.login() +logger = WandbLogger(project="routefinder", name="cvrptw-am") + +### --- Training --- ### +# The RL4CO trainer is a wrapper around PyTorch Lightning's `Trainer` class which adds some functionality and more efficient defaults +trainer = RL4COTrainer( + max_epochs=100, + accelerator="auto", + devices=1, + logger=logger, +) + +# fit model +trainer.fit(model) + +### --- Testing --- ### + +# Greedy rollouts over trained model (same states as previous plot) +# model = model.to(device) +# out = model(td_init.clone(), phase="test", decode_type="greedy", return_actions=True) + +# Plotting +# print(f"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}") +# for td, actions in zip(td_init, out["actions"].cpu()): +# env.render(td, actions) From df2709d521188ccaa28a90f2543ee2a14c88d7ec Mon Sep 17 00:00:00 2001 From: ngastzepeda Date: Mon, 22 Jan 2024 23:25:54 +0900 Subject: [PATCH 2/4] cvrptw latest --- rl4co/envs/routing/cvrptw.py | 275 +++++++++++++++++++++++++++++++++++ 1 file changed, 275 insertions(+) create mode 100644 rl4co/envs/routing/cvrptw.py diff --git a/rl4co/envs/routing/cvrptw.py b/rl4co/envs/routing/cvrptw.py new file mode 100644 index 00000000..fa62e9f5 --- /dev/null +++ b/rl4co/envs/routing/cvrptw.py @@ -0,0 +1,275 @@ +from math import sqrt +from typing import Optional +import torch +from tensordict.tensordict import TensorDict +from torchrl.data import BoundedTensorSpec, CompositeSpec, UnboundedContinuousTensorSpec +from zmq import device + +from rl4co.envs.routing.cvrp import CVRPEnv, CAPACITIES +from rl4co.utils.ops import gather_by_index, get_distance +from rl4co.data.utils import load_solomon_instance + + +class CVRPTWEnv(CVRPEnv): + """ + An implementation of the Capacitated Vehicle Routing Problem (CVRP) with Time Windows (CVRPTW) environment. + Inherits from the CVRPEnv class. + """ + + name = "cvrptw" + + def __init__( + self, + max_loc: int = 150, # different default value to CVRPEnv to match max_time, will be scaled + max_time: int = 480, + scale: bool = False, + **kwargs, + ): + self.min_time = 0 # always 0 + self.max_time = max_time + self.scale = scale + super().__init__(max_loc=max_loc, **kwargs) + + def _make_spec(self, td_params: TensorDict): + super()._make_spec(td_params) + + current_time = UnboundedContinuousTensorSpec(shape=(1), dtype=torch.float32) + + current_loc = UnboundedContinuousTensorSpec(shape=(2), dtype=torch.float32) + + durations = BoundedTensorSpec( + low=self.min_time, + high=self.max_time, + shape=(self.num_loc, 1), + dtype=torch.int64, + ) + + time_windows = BoundedTensorSpec( + low=self.min_time, + high=self.max_time, + shape=( + self.num_loc, + 2, + ), # each location has a 2D time window (start, end) + dtype=torch.float64, + ) + + # extend observation specs + self.observation_spec = CompositeSpec( + **self.observation_spec, + current_time=current_time, + current_loc=current_loc, + durations=durations, + time_windows=time_windows, + # vehicle_idx=vehicle_idx, + ) + + def generate_data(self, batch_size) -> TensorDict: + td = super().generate_data(batch_size) + + batch_size = [batch_size] if isinstance(batch_size, int) else batch_size + + # initialize at zero + current_time = torch.zeros( + *batch_size, 1, dtype=torch.float32, device=self.device + ) + + ## define service durations + # generate randomly (first assume service durations of 0, to be changed later) + durations = torch.zeros( + *batch_size, self.num_loc + 1, dtype=torch.float32, device=self.device + ) + + ## define time windows + # 1. get distances from depot + dist = get_distance(td["depot"], td["locs"].transpose(0, 1)).transpose(0, 1) + dist = torch.cat((torch.zeros(*batch_size, 1, device=self.device), dist), dim=1) + # 2. define upper bound for time windows, lower bound is the distance from the depot + upper_bound = self.max_time - dist + # 3. create random values between 0 and 1 + ts_1 = torch.rand(*batch_size, self.num_loc + 1, device=self.device) + ts_2 = torch.rand(*batch_size, self.num_loc + 1, device=self.device) + # 4. scale values to lie between their respective min_time and max_time and convert to integer values + min_ts = (dist + (upper_bound - dist) * ts_1).int() + max_ts = (dist + (upper_bound - dist) * ts_2).int() + # 5. set the lower value to min, the higher to max + min_times = torch.min(min_ts, max_ts) + max_times = torch.max(min_ts, max_ts) + # 6. reset times for depot + min_times[..., :, 0] = 0.0 + max_times[..., :, 0] = self.max_time + + # 7. ensure min_times < max_times to prevent numerical errors in attention.py + # min_times == max_times may lead to nan values in _inner_mha() + mask = min_times == max_times + if torch.any(mask): + min_tmp = min_times.clone() + min_tmp[mask] = torch.max( + dist[mask].int(), min_tmp[mask] - 1 + ) # we are handling integer values, so we can simply substract 1 + min_times = min_tmp + + mask = min_times == max_times # update mask + if torch.any(mask): + max_tmp = max_times.clone() + max_tmp[mask] = torch.min( + torch.floor(upper_bound[mask]).int(), + torch.max( + torch.ceil(min_tmp[mask] + durations[mask]).int(), + max_tmp[mask] + 1, + ), + ) + max_times = max_tmp + + # 8. Adjust durations + durations = torch.min(durations, max_times - min_times) + + # scale to [0, 1] + if self.scale: + durations = durations / self.max_time + min_times = min_times / self.max_time + max_times = max_times / self.max_time + td["depot"] = td["depot"] / self.max_time + td["locs"] = td["locs"] / self.max_time + + # 9. stack to tensor time_windows + time_windows = torch.stack((min_times, max_times), dim=-1) + + assert torch.all( + min_times < max_times + ), "Please make sure the relation between max_loc and max_time allows for feasible solutions." + + # for the case later durations != 0 are used, the durations for the depot must still be 0 + durations[:, 0] = 0.0 + td.update( + { + "current_time": current_time, + "durations": durations, + "time_windows": time_windows, + } + ) + return td + + @staticmethod + def get_action_mask(td: TensorDict) -> torch.Tensor: + not_masked = CVRPEnv.get_action_mask(td) + batch_size = td["locs"].shape[0] + current_loc = gather_by_index(td["locs"], td["current_node"]).reshape( + [batch_size, 2] + ) + dist = get_distance(current_loc, td["locs"].transpose(0, 1)).transpose(0, 1) + td.update({"current_loc": current_loc, "distances": dist}) + can_reach_in_time = ( + td["current_time"] + td["durations"] + dist <= td["time_windows"][..., 1] + ) + return not_masked & can_reach_in_time + + def _step(self, td: TensorDict) -> TensorDict: + batch_size = td["locs"].shape[0] + # update current_time + distance = gather_by_index(td["distances"], td["action"]).reshape([batch_size, 1]) + duration = gather_by_index(td["durations"], td["action"]).reshape([batch_size, 1]) + start_times = gather_by_index(td["time_windows"], td["action"])[..., 0].reshape( + [batch_size, 1] + ) + td["current_time"] = (td["action"][:, None] != 0) * ( + torch.max(td["current_time"] + distance, start_times) + duration + ) + # current_node is updated to the selected action + td = super()._step(td) + return td + + def _reset( + self, td: Optional[TensorDict] = None, batch_size: Optional[list] = None + ) -> TensorDict: + if batch_size is None: + batch_size = self.batch_size if td is None else td["locs"].shape[:-2] + if td is None or td.is_empty(): + td = self.generate_data(batch_size=batch_size) + batch_size = [batch_size] if isinstance(batch_size, int) else batch_size + + self.to(td.device) + # Create reset TensorDict + td_reset = TensorDict( + { + "locs": torch.cat((td["depot"][..., None, :], td["locs"]), -2), + "demand": td["demand"], + "current_node": torch.zeros( + *batch_size, 1, dtype=torch.long, device=self.device + ), + "used_capacity": torch.zeros((*batch_size, 1), device=self.device), + "vehicle_capacity": torch.full( + (*batch_size, 1), self.vehicle_capacity, device=self.device + ), + "visited": torch.zeros( + (*batch_size, 1, td["locs"].shape[-2] + 1), + dtype=torch.uint8, + device=self.device, + ), + "current_time": td["current_time"], + "durations": td["durations"], + "time_windows": td["time_windows"], + }, + batch_size=batch_size, + ) + td_reset.set("action_mask", self.get_action_mask(td_reset)) + return td_reset + + def get_reward(self, td: TensorDict, actions: TensorDict) -> TensorDict: + """The reward is the negative tour length. Time windows + are not considered for the calculation of the reward.""" + return super().get_reward(td, actions) + + @staticmethod + def check_solution_validity(td: TensorDict, actions: torch.Tensor): + CVRPEnv.check_solution_validity(td, actions) + batch_size = td["locs"].shape[0] + # distances to depot + distances = get_distance( + td["locs"][..., 0, :], td["locs"].transpose(0, 1) + ).transpose(0, 1) + # basic checks on time windows + assert torch.all(distances >= 0.0), "Distances must be non-negative." + assert torch.all(td["time_windows"] >= 0.0), "Time windows must be non-negative." + assert torch.all( + td["time_windows"][..., :, 1] + distances + <= td["time_windows"][..., 0, 1][0] # max_time is the same for all batches + ), "vehicle cannot get back to depot in time" + assert torch.all( + td["durations"] >= 0.0 + ), "Service durations must be non-negative." + assert torch.all( + td["time_windows"][..., 0] + td["durations"] + <= td["time_windows"][..., 1] + 1e-6 + ), "service cannot be provided in given time window" + # check vehicles can meet deadlines + curr_time = torch.zeros(batch_size, 1, dtype=torch.float32, device=td.device) + curr_node = torch.zeros_like(curr_time, dtype=torch.int64, device=td.device) + for ii in range(actions.size(1)): + next_node = actions[:, ii] + dist = get_distance( + gather_by_index(td["locs"], curr_node).reshape([batch_size, 2]), + gather_by_index(td["locs"], next_node).reshape([batch_size, 2]), + ).reshape([batch_size, 1]) + curr_time = torch.max( + curr_time + dist, + gather_by_index(td["time_windows"], next_node)[..., 0].reshape( + [batch_size, 1] + ), + ) + gather_by_index(td["durations"], next_node).reshape([batch_size, 1]) + assert torch.all( + curr_time + <= gather_by_index(td["time_windows"], next_node)[..., 1].reshape( + [batch_size, 1] + ) + ), "vehicle cannot meet deadline" + curr_node = next_node + curr_time[curr_node == 0] = 0.0 # reset time for depot + + @staticmethod + def render(td: TensorDict, actions=None, ax=None, scale_xy: bool = False, **kwargs): + CVRPEnv.render(td=td, actions=actions, ax=ax, scale_xy=scale_xy, **kwargs) + + @staticmethod + def load_data(name: str, path_instances: str = None): + return load_solomon_instance(name=name, path=path_instances) From 361b282700bd260a4b8318081eba1d0e7320fed3 Mon Sep 17 00:00:00 2001 From: ngastzepeda Date: Mon, 22 Jan 2024 23:32:26 +0900 Subject: [PATCH 3/4] Revert "cvrptw latest" This reverts commit df2709d521188ccaa28a90f2543ee2a14c88d7ec. --- rl4co/envs/routing/cvrptw.py | 275 ----------------------------------- 1 file changed, 275 deletions(-) delete mode 100644 rl4co/envs/routing/cvrptw.py diff --git a/rl4co/envs/routing/cvrptw.py b/rl4co/envs/routing/cvrptw.py deleted file mode 100644 index fa62e9f5..00000000 --- a/rl4co/envs/routing/cvrptw.py +++ /dev/null @@ -1,275 +0,0 @@ -from math import sqrt -from typing import Optional -import torch -from tensordict.tensordict import TensorDict -from torchrl.data import BoundedTensorSpec, CompositeSpec, UnboundedContinuousTensorSpec -from zmq import device - -from rl4co.envs.routing.cvrp import CVRPEnv, CAPACITIES -from rl4co.utils.ops import gather_by_index, get_distance -from rl4co.data.utils import load_solomon_instance - - -class CVRPTWEnv(CVRPEnv): - """ - An implementation of the Capacitated Vehicle Routing Problem (CVRP) with Time Windows (CVRPTW) environment. - Inherits from the CVRPEnv class. - """ - - name = "cvrptw" - - def __init__( - self, - max_loc: int = 150, # different default value to CVRPEnv to match max_time, will be scaled - max_time: int = 480, - scale: bool = False, - **kwargs, - ): - self.min_time = 0 # always 0 - self.max_time = max_time - self.scale = scale - super().__init__(max_loc=max_loc, **kwargs) - - def _make_spec(self, td_params: TensorDict): - super()._make_spec(td_params) - - current_time = UnboundedContinuousTensorSpec(shape=(1), dtype=torch.float32) - - current_loc = UnboundedContinuousTensorSpec(shape=(2), dtype=torch.float32) - - durations = BoundedTensorSpec( - low=self.min_time, - high=self.max_time, - shape=(self.num_loc, 1), - dtype=torch.int64, - ) - - time_windows = BoundedTensorSpec( - low=self.min_time, - high=self.max_time, - shape=( - self.num_loc, - 2, - ), # each location has a 2D time window (start, end) - dtype=torch.float64, - ) - - # extend observation specs - self.observation_spec = CompositeSpec( - **self.observation_spec, - current_time=current_time, - current_loc=current_loc, - durations=durations, - time_windows=time_windows, - # vehicle_idx=vehicle_idx, - ) - - def generate_data(self, batch_size) -> TensorDict: - td = super().generate_data(batch_size) - - batch_size = [batch_size] if isinstance(batch_size, int) else batch_size - - # initialize at zero - current_time = torch.zeros( - *batch_size, 1, dtype=torch.float32, device=self.device - ) - - ## define service durations - # generate randomly (first assume service durations of 0, to be changed later) - durations = torch.zeros( - *batch_size, self.num_loc + 1, dtype=torch.float32, device=self.device - ) - - ## define time windows - # 1. get distances from depot - dist = get_distance(td["depot"], td["locs"].transpose(0, 1)).transpose(0, 1) - dist = torch.cat((torch.zeros(*batch_size, 1, device=self.device), dist), dim=1) - # 2. define upper bound for time windows, lower bound is the distance from the depot - upper_bound = self.max_time - dist - # 3. create random values between 0 and 1 - ts_1 = torch.rand(*batch_size, self.num_loc + 1, device=self.device) - ts_2 = torch.rand(*batch_size, self.num_loc + 1, device=self.device) - # 4. scale values to lie between their respective min_time and max_time and convert to integer values - min_ts = (dist + (upper_bound - dist) * ts_1).int() - max_ts = (dist + (upper_bound - dist) * ts_2).int() - # 5. set the lower value to min, the higher to max - min_times = torch.min(min_ts, max_ts) - max_times = torch.max(min_ts, max_ts) - # 6. reset times for depot - min_times[..., :, 0] = 0.0 - max_times[..., :, 0] = self.max_time - - # 7. ensure min_times < max_times to prevent numerical errors in attention.py - # min_times == max_times may lead to nan values in _inner_mha() - mask = min_times == max_times - if torch.any(mask): - min_tmp = min_times.clone() - min_tmp[mask] = torch.max( - dist[mask].int(), min_tmp[mask] - 1 - ) # we are handling integer values, so we can simply substract 1 - min_times = min_tmp - - mask = min_times == max_times # update mask - if torch.any(mask): - max_tmp = max_times.clone() - max_tmp[mask] = torch.min( - torch.floor(upper_bound[mask]).int(), - torch.max( - torch.ceil(min_tmp[mask] + durations[mask]).int(), - max_tmp[mask] + 1, - ), - ) - max_times = max_tmp - - # 8. Adjust durations - durations = torch.min(durations, max_times - min_times) - - # scale to [0, 1] - if self.scale: - durations = durations / self.max_time - min_times = min_times / self.max_time - max_times = max_times / self.max_time - td["depot"] = td["depot"] / self.max_time - td["locs"] = td["locs"] / self.max_time - - # 9. stack to tensor time_windows - time_windows = torch.stack((min_times, max_times), dim=-1) - - assert torch.all( - min_times < max_times - ), "Please make sure the relation between max_loc and max_time allows for feasible solutions." - - # for the case later durations != 0 are used, the durations for the depot must still be 0 - durations[:, 0] = 0.0 - td.update( - { - "current_time": current_time, - "durations": durations, - "time_windows": time_windows, - } - ) - return td - - @staticmethod - def get_action_mask(td: TensorDict) -> torch.Tensor: - not_masked = CVRPEnv.get_action_mask(td) - batch_size = td["locs"].shape[0] - current_loc = gather_by_index(td["locs"], td["current_node"]).reshape( - [batch_size, 2] - ) - dist = get_distance(current_loc, td["locs"].transpose(0, 1)).transpose(0, 1) - td.update({"current_loc": current_loc, "distances": dist}) - can_reach_in_time = ( - td["current_time"] + td["durations"] + dist <= td["time_windows"][..., 1] - ) - return not_masked & can_reach_in_time - - def _step(self, td: TensorDict) -> TensorDict: - batch_size = td["locs"].shape[0] - # update current_time - distance = gather_by_index(td["distances"], td["action"]).reshape([batch_size, 1]) - duration = gather_by_index(td["durations"], td["action"]).reshape([batch_size, 1]) - start_times = gather_by_index(td["time_windows"], td["action"])[..., 0].reshape( - [batch_size, 1] - ) - td["current_time"] = (td["action"][:, None] != 0) * ( - torch.max(td["current_time"] + distance, start_times) + duration - ) - # current_node is updated to the selected action - td = super()._step(td) - return td - - def _reset( - self, td: Optional[TensorDict] = None, batch_size: Optional[list] = None - ) -> TensorDict: - if batch_size is None: - batch_size = self.batch_size if td is None else td["locs"].shape[:-2] - if td is None or td.is_empty(): - td = self.generate_data(batch_size=batch_size) - batch_size = [batch_size] if isinstance(batch_size, int) else batch_size - - self.to(td.device) - # Create reset TensorDict - td_reset = TensorDict( - { - "locs": torch.cat((td["depot"][..., None, :], td["locs"]), -2), - "demand": td["demand"], - "current_node": torch.zeros( - *batch_size, 1, dtype=torch.long, device=self.device - ), - "used_capacity": torch.zeros((*batch_size, 1), device=self.device), - "vehicle_capacity": torch.full( - (*batch_size, 1), self.vehicle_capacity, device=self.device - ), - "visited": torch.zeros( - (*batch_size, 1, td["locs"].shape[-2] + 1), - dtype=torch.uint8, - device=self.device, - ), - "current_time": td["current_time"], - "durations": td["durations"], - "time_windows": td["time_windows"], - }, - batch_size=batch_size, - ) - td_reset.set("action_mask", self.get_action_mask(td_reset)) - return td_reset - - def get_reward(self, td: TensorDict, actions: TensorDict) -> TensorDict: - """The reward is the negative tour length. Time windows - are not considered for the calculation of the reward.""" - return super().get_reward(td, actions) - - @staticmethod - def check_solution_validity(td: TensorDict, actions: torch.Tensor): - CVRPEnv.check_solution_validity(td, actions) - batch_size = td["locs"].shape[0] - # distances to depot - distances = get_distance( - td["locs"][..., 0, :], td["locs"].transpose(0, 1) - ).transpose(0, 1) - # basic checks on time windows - assert torch.all(distances >= 0.0), "Distances must be non-negative." - assert torch.all(td["time_windows"] >= 0.0), "Time windows must be non-negative." - assert torch.all( - td["time_windows"][..., :, 1] + distances - <= td["time_windows"][..., 0, 1][0] # max_time is the same for all batches - ), "vehicle cannot get back to depot in time" - assert torch.all( - td["durations"] >= 0.0 - ), "Service durations must be non-negative." - assert torch.all( - td["time_windows"][..., 0] + td["durations"] - <= td["time_windows"][..., 1] + 1e-6 - ), "service cannot be provided in given time window" - # check vehicles can meet deadlines - curr_time = torch.zeros(batch_size, 1, dtype=torch.float32, device=td.device) - curr_node = torch.zeros_like(curr_time, dtype=torch.int64, device=td.device) - for ii in range(actions.size(1)): - next_node = actions[:, ii] - dist = get_distance( - gather_by_index(td["locs"], curr_node).reshape([batch_size, 2]), - gather_by_index(td["locs"], next_node).reshape([batch_size, 2]), - ).reshape([batch_size, 1]) - curr_time = torch.max( - curr_time + dist, - gather_by_index(td["time_windows"], next_node)[..., 0].reshape( - [batch_size, 1] - ), - ) + gather_by_index(td["durations"], next_node).reshape([batch_size, 1]) - assert torch.all( - curr_time - <= gather_by_index(td["time_windows"], next_node)[..., 1].reshape( - [batch_size, 1] - ) - ), "vehicle cannot meet deadline" - curr_node = next_node - curr_time[curr_node == 0] = 0.0 # reset time for depot - - @staticmethod - def render(td: TensorDict, actions=None, ax=None, scale_xy: bool = False, **kwargs): - CVRPEnv.render(td=td, actions=actions, ax=ax, scale_xy=scale_xy, **kwargs) - - @staticmethod - def load_data(name: str, path_instances: str = None): - return load_solomon_instance(name=name, path=path_instances) From 34fe7a38080b34f0ebb643bc5f7a6fde427d065d Mon Sep 17 00:00:00 2001 From: ngastzepeda Date: Mon, 22 Jan 2024 23:32:47 +0900 Subject: [PATCH 4/4] Revert "included code to visualize logs in wandb" This reverts commit a490aa10222b04d5646b373ebc87952a68cc0c17. --- notebooks/cvrptw random policy/temp_dev.ipynb | 1065 ----------------- notebooks/cvrptw random policy/temp_dev.py | 93 -- 2 files changed, 1158 deletions(-) delete mode 100644 notebooks/cvrptw random policy/temp_dev.ipynb delete mode 100644 notebooks/cvrptw random policy/temp_dev.py diff --git a/notebooks/cvrptw random policy/temp_dev.ipynb b/notebooks/cvrptw random policy/temp_dev.ipynb deleted file mode 100644 index 2c9a5a2e..00000000 --- a/notebooks/cvrptw random policy/temp_dev.ipynb +++ /dev/null @@ -1,1065 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], - "source": [ - "%load_ext autoreload\n", - "%autoreload 2\n", - "\n", - "import torch\n", - "\n", - "from rl4co.envs import CVRPEnv, CVRPTWEnv\n", - "from rl4co.models.nn.utils import rollout, random_policy\n", - "from rl4co.models.zoo.am import AttentionModel\n", - "from rl4co.utils.trainer import RL4COTrainer" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "scale = False\n", - "env = CVRPTWEnv(\n", - " num_loc=20,\n", - " min_loc=0,\n", - " max_loc=150,\n", - " min_demand=1,\n", - " max_demand=10,\n", - " vehicle_capacity=1,\n", - " capacity=10,\n", - " min_time=0,\n", - " max_time=480,\n", - " scale=scale,\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Start rollout...\n", - "Done.\n", - "Finished run with reward:\n", - " tensor([-2982.4963, -2476.8958, -2823.1755]) \n", - "actions:\n", - " tensor([[15, 14, 0, 18, 17, 0, 2, 0, 8, 9, 0, 11, 5, 0, 12, 0, 1, 0,\n", - " 3, 16, 0, 4, 0, 13, 19, 0, 7, 0, 6, 10, 0, 20],\n", - " [12, 13, 0, 2, 0, 10, 18, 0, 19, 5, 0, 11, 20, 8, 0, 16, 4, 0,\n", - " 7, 15, 0, 3, 0, 14, 0, 9, 0, 17, 0, 6, 0, 1],\n", - " [18, 0, 13, 10, 0, 16, 14, 0, 12, 5, 17, 0, 8, 0, 9, 0, 7, 6,\n", - " 0, 20, 0, 2, 0, 1, 0, 19, 4, 0, 15, 0, 3, 11]])\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# try random policy with a random instance\n", - "batch_size = 3\n", - "\n", - "print(\"Start rollout...\")\n", - "reward, td, actions = rollout(\n", - " env=env, td=env.reset(batch_size=[batch_size]), policy=random_policy, max_steps=100\n", - ")\n", - "print(\"Done.\")\n", - "print(\"Finished run with reward:\\n\", reward, \"\\nactions:\\n\", actions)\n", - "env.render(td, actions)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Start attention model...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/datasets/nayeli/rl4co/venv-rl4co/lib/python3.10/site-packages/lightning/pytorch/utilities/parsing.py:198: Attribute 'env' is an instance of `nn.Module` and is already saved during checkpointing. It is recommended to ignore them using `self.save_hyperparameters(ignore=['env'])`.\n", - "/datasets/nayeli/rl4co/venv-rl4co/lib/python3.10/site-packages/lightning/pytorch/utilities/parsing.py:198: Attribute 'policy' is an instance of `nn.Module` and is already saved during checkpointing. It is recommended to ignore them using `self.save_hyperparameters(ignore=['policy'])`.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Tour lengths: ['2995.09', '2700.11', '2686.95']\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Model: default is AM with REINFORCE and greedy rollout baseline\n", - "print(\"Start attention model...\")\n", - "model = AttentionModel(\n", - " env, baseline=\"rollout\", train_data_size=100_000, val_data_size=10_000\n", - ")\n", - "\n", - "# Greedy rollouts over untrained model\n", - "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", - "td_init = env.reset(batch_size=[3]).to(device)\n", - "model = model.to(device)\n", - "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", - "\n", - "# Plotting\n", - "print(f\"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}\")\n", - "for td, actions in zip(td_init, out[\"actions\"].cpu()):\n", - " env.render(td, actions)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Logging\n", - "\n", - "Here we will use [Wandb](https://wandb.ai/) (make sure to register an account there to keep track on runs remotely). You may comment below lines if you don't want to use it. You may check other loggers here\n", - "\n", - "We make sure we're logged into W&B so that our experiments can be associated with our account. You may comment the below line if you don't want to use it.\n", - "\n", - "\n", - "---\n", - "\n", - "Other available loggers: https://lightning.ai/docs/pytorch/stable/extensions/logging.html\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Failed to detect the name of this notebook, you can set it manually with the WANDB_NOTEBOOK_NAME environment variable to enable code saving.\n", - "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mngz\u001b[0m (\u001b[33mrl4co\u001b[0m). Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\n" - ] - } - ], - "source": [ - "import wandb\n", - "wandb.login()\n", - "\n", - "## Comment following two lines if you don't want logging\n", - "from lightning.pytorch.loggers import WandbLogger\n", - "\n", - "logger = WandbLogger(project=\"routefinder\", name=\"cvrptw-am\")\n", - "\n", - "\n", - "## Keep below if you don't want logging\n", - "# logger = None" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Using 16bit Automatic Mixed Precision (AMP)\n", - "GPU available: True (cuda), used: True\n", - "TPU available: False, using: 0 TPU cores\n", - "IPU available: False, using: 0 IPUs\n", - "HPU available: False, using: 0 HPUs\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "2f93687df6374c87b1afade3bd0d831e", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(Label(value='Waiting for wandb.init()...\\r'), FloatProgress(value=0.011112398219605286, max=1.0…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "wandb version 0.16.2 is available! To upgrade, please run:\n", - " $ pip install wandb --upgrade" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Tracking run with wandb version 0.16.0" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Run data is saved locally in ./wandb/run-20240122_225343-a2lj7zvx" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "Syncing run cvrptw-am to Weights & Biases (docs)
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - " View project at https://wandb.ai/rl4co/routefinder" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - " View run at https://wandb.ai/rl4co/routefinder/runs/a2lj7zvx" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "val_file not set. Generating dataset instead\n", - "test_file not set. Generating dataset instead\n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", - "\n", - " | Name | Type | Params\n", - "--------------------------------------------------\n", - "0 | env | CVRPTWEnv | 0 \n", - "1 | policy | AttentionModelPolicy | 694 K \n", - "2 | baseline | WarmupBaseline | 694 K \n", - "--------------------------------------------------\n", - "1.4 M Trainable params\n", - "0 Non-trainable params\n", - "1.4 M Total params\n", - "5.557 Total estimated model params size (MB)\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "08d4580aebf842d2a3731af6cfc26aea", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Sanity Checking: | | 0/? [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", 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S3ZWRaRk0ug+KIAjcc889vPDCC0RHR19wfvfu3bi6utaIE4AhQ4agVCrZu3cv48aNu6BPdXU11dXVNe8NBkNjL1tGRqaFUGwq5nDxYY6WHuWU4RSpFalkVWVRWF1ImbkMk81UEzVzPlqlFie1Ez72PvjqfAlxDCHcOZx2Lu3o7NGZcKdwlEplo6+3X68CKsIFRAFQgL8Ao4ww2CKgAs7OKIjwe/pwAKwKNaAgIyuI0PDZ6JZ9jvHuV+ueQKkEwYb7V99RHpuG88svMXFkFAtWxXPb0DZ4uNqjVF7MtVZG5vql0QXK+++/j1qt5qmnnqrzfG5uLt7/qJ2gVqtxd3cn9yKZEmfNmsXMmTMbe6kyMjLXmGxjNoeKD3G89DgJ5QmkVqSSbcymqLoIg9VAta36AqdTBQrslHY4aZwIcgzCz96PVo6tiNBHEO0aTWe3zgQ6BDaJ+KgPb/u8wZNVO4hSmxhvFuluBQH4Z7q2BCtUVgVJiiXw3NltWzvzQcBanstIp9o/QHKOPR9BwO+v+WhOp+G87TX4cCYuI8ehHfAYOjt1g1Lpy8hcTzSqQDl48CCff/45hw4dQqFoPEU/ffp0nn322Zr3BoOBoKCgRhtfRkbm6hAEgdSKVA6XHJYiXQyJpFWmkVOVQ3F1MRXWCqqF6gv6KVCgU+nQa/S0dmpNgEMAIY4htNW3pb1bezq7dcbbvmUXg+vu3I97Dz/JrWEfYEMK3vmnOLGIsKcaMPtIB1ohJVk785z8KWs6ryyZSvW0ty+cQBSwm/wIR0c+i7BxPYN+egvd8t+ZsmYl1p/bwZszYfjNTXZ9MjLNRaMKlO3bt5Ofn09wcHDNMZvNxnPPPcdnn31Gamoqvr6+5P8jZbPVaqW4uBjfi2QytLOzw87OrjGXKiMjU0+sgpVTZaeILYnlRNkJksqTSK9MJ8+UR3F1MZXWSiyi5YJ+SoUSe5U9LhoXghyD8HfwJ8wpjLb6tnR07Ugn907otdd3HiNBEOi+MJ002xgiQz4iSlV3OnmNAg5W2YFgL5lXAgXIE2v5nExNvYPPjx6hMioaziZYs9lAoSS1qBKdJYWMrv3hlXTKd+/nxMdz6fH3LzB+JLh7wJTH4ZU3zvWVkbnOadRP8j333MOQIUNqHRs2bBj33HMPkydPBqB3796UlpZy8OBBunaVight2rQJQRDo2bNnYy5HRkbmMpitZuLK4jhSfISTZSdJqjgX6VJqLr1kpIuj2hEXjQutnVsT5BhEmFMYUS5RxLjG0MGtAzr1pUu4X+/EFxlp/1s6ghZ8267lLVeBR6pg0IW3C4AD5WesJwLgZ4GC2ltSf+v7w/wp8N4HNceCjq/H8YefSXztc/D0pbUmnYqKAJQxMewa/SihH/0fPh+/CQvnwXtvw0ezYPhI+PBzCAlpoiuXkbk2NFigVFRUkJiYWPM+JSWF2NhY3N3dCQ4OxsPDo1Z7jUaDr68vbdu2BSAqKorhw4fz8MMPM2fOHCwWC1OnTmXChAlyBI+MTCNSYa6QIl1K4zhZVjvSpcxSdtFIF41Cg6PaEQ+tB+1c2hHkGFTjbBrjFkOUSxRq5X/zV7pNEKissvDY1hx+TTeCFiK7zsSj0yKsKNDunUdpp3twUQmInHOQLRMgueKMZVkFeJsuHFyh4JnKSXy1aT2lg25CnbyXrTE9Gbz4MTzuGYutzwAKR4/j1MkT6O0tqFX2pBpsOH3wJeqPv8Juwc+SSFm5QnpFtoO3Z8HIMdfo7sjINC4NfsocOHCAgQMH1rw/6xty33338dNPP9VrjPnz5zN16lQGDx5ck6jtiy++aOhSZGT+sxSaCmsiXU4bTkvOplXZFJgKMFgMl4108bP3w9fel2DHYMKdw2ucTcOcwprN2fR64HSmged+Ok2qRgUI9Bx2D+qgQ6hENUsUGQjduiKKAjuBToCdKImU/dVA9ZktbAXgXlHn+Bs8b8D42z04O6qY5PwNaccEnjn+E4FPzmHozgVETHuYpHc/xYAT/SKKOJSgYFdsNgHeTtxx/4Nw/4NwNA6efxp2boPbx4KbGzz4KLw2Q86hInNdIdfikZFpYWRWZtaKdEmrTKuJdCm3ll880kVlh7PaGQ87D/wd/AlxDCHCOaLG2fRsYTuZK+Oro8U8uTMf1KA0V9L74f6gqcIZd/4iD0PFWMzW1RyxwKgCBXcfGsRDg3YQ7ljNe2XwWdxUqGp7bsD5Q8GqrnGW9dYruHuQnvFdVPSKdmRdwXpGbR6Fq9aV9HHpOGmdYMtGbHePJvnl/8PQqz8KrHh6uBEc2vbCBVdUwGsvwfxfoLICVGoYOgw++hJCQ6/djZOROY+GfH/LAkVG5hohCALJFcnElsTWiI/0SimtelF1ERXWCsyC+YJ+SpQ1kS5eOi/87f1p5dSKNvo2dHDtQGf3znjqPJvhiv4bmKwC0QuTSTZJziUeYjKRD48ChUgYHfiFOCpMn1FheoZSATrmwEKWcrR9OqedFPiu/YkFuiKKf3geawcVoscZy9aK/mjz7bCvqqLMxYVHb9Qy+/naIvLz+M+ZdmAa4c7hnBpzSrJulZTAoJ6U+ASQMuMdRLUdGoWBdjEDLl69+NefYdZbkJosvW8TCTPegVtubarbJiNTJ7JAkZG5xlgFKyfLTtZEuiSWJ5JRmUFeVR4l5pKLRrqoFKqaSBcvnZeUVt0plEiXSCnSxa2T9MtZ5ppyikPMZCLD8/7H/cu8EVWAGUZ0XIOhv7StPZA7eJvfsFjjKK6MwSpC7xyIsR/FDb3HUJFrZI5jEHlzs1FpFRhHTiE3toDP4jP5dG0mL3eJZtb0tgiCgG5cKqG+Gk7NvTB9wmN7HmNOwhwG+w5mw00bzp2Y+giWxfNI/PxrjOHtUWDGPzDsotGQAJw4Lm3/bNsMggAurjD5YXjjLdD9u52aZVoGcjVjGZlGxGQ1cbTkKEdKpZouyRXJZFSeF+liM140rbqDWqrpEu4cTpBjEK2dWhPpEkmMewztXdr/6yNdrlfmie+TrjjFV/pxaFz+wJruz+OPvsVhF6le2GN8wCRewGo1UVzZGVGEBwqhWHTkh+qf+Dp3HuUqNXl+1aCFaBd3tA4agvv4M8qk5tM/MvHqLfn6KJVKurTWsi/BTLVZwE5b2wdodq/ZnC4/zcbcjTy+53G+6fWNdOKruWiGjiDq/tvJGzOOzCeeIyszk8LcZCLb96jbmtIuGlZvAKMR3pgOv/4In30IX34Cg26Cj7+A8IgmvbcyMvVFFigy/2kMZgOxxVKkyynDqTojXQTxQmdTjVKKdPHSeeGj8yHYMZjWzq1p59KOTm6daOvS9j8b6XK9s6s0hU36P1AoQGNXRpehU2jtZsdh5XEAPuFvenATAMWVfoDAF+XwdzXktEnkp6AlABwMD4HROSDCd10H1Yyv0UgCxGY7Z7x+eLievacLmbvWwFNjXC9Y0/rB62n7Z1tmJ8wm0iWSp6LOZOoecwucSMfnhl64bRzF6e/nUu0RQlzsHkJbR+Pm5lb3RTo4wEefS69F8+GdGbB+LXRsIwmU19+G2++8qvsoI3O1yE9QmX8tBVUFHCo5xLGSY5wynCKtMo0sYxZF1UWUWaSaLv90NgWktOpqJ/zt/fGz95NquujDiXaJpot7F0IcQ+RIl38pz+7M5Q+7TwjqIr1XKG2oPBJJBZSoWEwqPkh+IkXlvREpZW81zDLAW15voUxQU5lXhUKtZFeyBWKqUSigu4dPzRwqlZSczWo999m7b5ATU74s5McNFXUKFKVSyeGbDxO8LJhpB6YRoY9gRMCZoq2+fhCfgva+u2g/7lYyX3icvFH3k5yUiIO9HVHRHS990RMmSa+T8fDCNNiyEe6bAE9OgfsehBn/B/b2V3hHZWSuHFmgyFx3CIJApjGTwyWHOVZ6rFZa9aLqIsot5VQLF4900av1tHJshb/DGWdT5zZEu0bTyb0TAQ4BzXRVMs1JrtFKx9+TKbRV023iAhTKC61mI3kQb6TPh8E4HauwhzIBbimAME0Yr3u/zgft5wJgHt8Ry85c0EKYY+19do1GEig227k51Gol7YI1HE01IwhCnQLYSevE4ZGHabuiLWM2jyFudBxRLlHSSaUSfv0Nht1M4OMP4r5iDQlfz8ao8OTwgR1ERHbCyekyvkyRUfDXOjCZYMar8NP38OWn8PUXcOMgydoSGVXveyojc7XIAkWmRSEIAgnlCZKzaankbJpemU6uKbempsulIl1ctC5E6CMIcAgg1DGUNi5nIl3cOuOuc2+GK5JpqVRYTFRazCxKMjJtVykowSNwI1r74jrb/8X/aEUkYy0xVFneQxChby4oUHIq7BQ5R/IxFphQaZUsOGyC28sB+KxT/1rjqNVnBUrt8e8Z6MxLPxWzcGslkwY617mGEKcQNgzZwA1/30CP1T1IG5dW+3N9933Qux8Og/rQYchw0ua8QXG70Zw6eQIXV3fCw8Mvf2N0OnjvY+m15Hd463XYtB66tIOw1vDKDJh49+XHkZG5SuQoHplrhlWwcrz0OEdKJGfTxPJEMoy1I10ullbdXmWPq9YVb503AQ4B52q6uHUkxjVGjnSRqReCKHKgII0tOac5VVrI8pQ2FFucQAHKfAUTnplMmv3ui/ZX22B+BahEuLUAdplhY/BGBjkP4n3PuVQVmej1Xn9GvJwKv+SATkS8fWqtMY4eLaNjx428/nokb73Vrua40STgdFsqfdrZseODS1vyfk78mft330+AfQCp41Mv9HeyWuHW0bB+LYbRXUh67hMEpSNKhZWo6E7oGhqxk5ggRf9s/FtSVk7OcM/98PZ7kj+LjEw9kaN4ZK45VdYq4kriOFJyhJOGkySXJ5NpzKxXpIuj2hFXrStt9W1r13RxkyJdtGo5+6XM1WMVbHx3cheHizJIr3BmbXonaWvEBi651YwetYaUOsSJCjU2JOH8gVHKVP9NuYZdZgtjnMYwyHkQmQfyqCqSrCeL4gVwt4CdiL/uwi9v1ZlSx+dv8QA46JSE+qo5kHBh1ed/cl/4fZwqP8WsY7Pos7YP+27eV7uBWg0r1sDXn6N/6Vk6bh1C0i8fU+7eh+PH4vD28WtYRfjwCFi+Wtr+eedN+OF/MPtLmPs19L9Rqv3Tvn39x5ORqQeyBaUJEESRcosJmyjgrNGhUf6z+Pr1RZm5TEqrXnKUk4aTpFSkSJEu1VJa9SprVZ1p1TVKDU5qJ9y17vjY+xDsIKVVb+fajk7unWjr3FZ2NpW5ZsxL2MfW7ETWZ7UirdJdSjlfCsO9iggOSyO+xyMIdhUgIp0DfAimOzfRhYFEGd5EKyaRbHGgT54RR4UjFe2klPXveczBVFzNmO8Gc+MzyRgfKsDWu4rvug7kwbDoWutISCinTZv1vPhiBO+/36HWuZd/LOL9JWWse8uHoV0cL3tN47aMY3nGcu5qdRcL+i+ou9HROBh6A5SVUvj6TaTfNAMRLSqVkvYdOl48udvlWLEUZrwGp+Kl961C4eU34N77r2w8mf8EsgWlmaiwmNicncCO3ERKzVUAaJQqeni1YnBAWwIcXZt3gXWQX5XPweKDHCs9VqumS1F1UU1Nl4tFujhrnAlwCMBP50eIk5RWPdolmi4eXQhyCJLFh0yLoaCqgmWpmfyZ2hGrQnrsOWWrSHoqBE/XNtxuvQ9BLYkTp/ye3KO/nyH2I/FBsjKUVT6ASUzCKqrpk2cEIDFCKpqauS8XU3E1KjsVuX6elJefhi5SMcB/ihM4F2YsXKjpeX68C+8vKeOzFYZ6CZSlNyyl08pOLExdSKRLJG90fOPCRh06QkoO3DwYz7fX47JmLwnvfUmVth1HYg8SGNQKHx+fC/tdjrHjpVdyMrzwtBSm/OhkeG4qTLwX/u8DuJxjrozMJZAFSiORVVnKF8c21wiTs1gEGzvzktidl8y9bXrS2yfsmqxHEAQyjBkcKjrE8bJzNV1yqnIori6m3FKOWTDXGemiU+lw1jgT6hRaK616e1eppouvwyUyVcrItEAe2pbCn2ntJMtIFYy3d2bJGwGYMDKR9uSpk3Cx+uG3+31UqBB8W+MTIYmTqupFmKw/AhCTJf29vOP1Dr4a6e9g3vDlAIyaO4hHZ8aD3gZaEU9t3X4eZ8OMz8+DchZPFzX+7iq2Ha+j2nEdKBQK9o/YT/CyYN488iZtndtyZ2gd+Ut0Oti0E96ZgWbWW7Qbcz+5c+4kq9U0MjMyyM/PJyoq6sqsKWFhsOQvMJvh3Znw7Rz4djZ8Pxf69IcPP4OYTg0fV+Y/jyxQGoFys4nPj22m7Iw4UaCgjYs3OpWaU2X5mGwWBER+Pr0XF6097dz8rmo+QRA4VX6K2OJY4kvjSahIIKMyg9yqXIrNxVRaKy8a6WKvskev1dNW31aKdHEKJVIfKRWUc++Mq9b1qtYmI3OtEEWR5PJCtuckklFZgiCKeOmc6OMTRgePAFQKJZkVZnqvSCOzSiOVFc6BpWO8GBfjQQ5pPEBnyilhNA/xtOIbnmYxAOkVUiSP1ZqJwXQXAM8Xt6KIVFprWvOq96tSu11ZmEqqUetUtL29DQceOIn9cxVUKWBaREyd6z4XxVOHCQUY3dOBuWvKOZBgolvE5Z1ZtWotcaPiCF0WysQdEwlzCqO7V/e6G782AwbfBGOG4XvvIlyf2ELi7d9QbQ7myJFDhIVFXDy522UXopVypsz4P1j9l5SpdsdW6N0ZgkPgpVelvCqyZVWmnsgCpRHYnH26RpyEOLkzJaofnjrJtGmyWViSfJhtuYmIiKxIi7ukQDFbzRwvOxPpYognqTxJquliyqPUXHrJSBcHlZRWPcwpTKrp4hxKlD6Kjm4d6ejWEQe17G0v8++gymrmu5O7OFaSXet4trGMI8VZ+NrrsVN14bUDBslGaAPnLDN3DjnGsOjbAMgikSoqeJJPuZNpCEoRpUKBIIoIoojVaqWoUrJ4nrD2ZZ5xJ0qUnAw7WTPf/Jv/BGDMD0N4991TCAJUd5K2gF5tV7dIOJsHxXrhnzEAL93qwtw15Xy4pIzfXq5ftI23vTc7h+2k25puDFg/gISxCRevXt27L6TkwuC+6L6Oo/22O8l87xHynO8lOSkJRycnIiMj6zXvRbl5tPRKT5Oif9augiemSIng7pwEsz6CFug/KNOykAXKVSKIAttzpb1oJQoeieqPh+7c3rFOpeGu8O4kGQpJq8hlT8Fu3o07TkF1BskVtSNdqmxVl4x0cdO6EamPlGq6OLcmSi9FurRzaSdHusj8Z7AINr46vpVEQ0HNMSUKlAoFVlHALCj5+oQvRdUGaUunRMF4bxOeQ6VU9XHFWfTyDqUbg1mLAR2SCDhRkoNwJmbAQ+dEiTEEsAARDMrdCcD64PU12yCp2zKoLjOjtlfR8a5Ihvmtws4VqjUierXmous/54NSd3xCqK8Wd2clG2Kr6jx/MTp5dGJx/8WM3zaezqs6kzE+4+K1npycYO8RePEZ+OozAm+fjdsn60iM+prKSgUHDx4gMjIKR8fL+8FckuAQ+H25pMbeewfmfgU/fgs/fQe9+sIHn0LXblc3h8y/FlmgXCWl1VUYLNJ+caSrT404mXlkJutz1uOscSauJI6cqlzEM5Euf+ae669VanFSO+Fj74OPnQ/+Dv5EuUQR7SJlNo1wjpCdTWVkzmNHblItcaJTqYlw8WZ8q878kVLKM7srEVCCCNp0SHy6FfMzt5Ai5U3jz9Q4Il18cLVzqBEnFZZqlqQcrhnTTTUbm5BNUbU/NxYZALjF6RYGOQ+i0lLNoqQDJD0RiwZw+V9r9scWkZtbjc+bRvKA+1td3AKhVl9Yi+efDO1sz6JtlSTlmGntV/8fH+NCxvF+5/d56fBLdFnVhWOjj136+fHBpzBkKNw5DsdHE4ieMoqM21+j2G4EJ+NP4ObuQVhYbb+5qqoqkpOTCQ0NxaG+OVDUaml76bUZ8PcaeO1l2L0D+neHwCB4/mV46FF5+0emFrJAuUqs5xWSsz/PirEjfwe7CnYhIuJh50GwYygIbjioXOjoHkobFz8MZgOZVZkklyeTbkwnqTwJtULNd72/w0Xr0hyXIyPTohFFka3Zp2veT27TmwBHV5amHOGOjYfZmecDKKEKAg3ljBmWRFylBYfz/jaLqit58+Aq+viEEeLkTpaxlJ25yVRapfwjrRyPM9BnESJKXs0dSqHqJ5yUTiwLWQbA96d2URxfguaYFZWrmvy2Fp7/dBcAxe0kMfNxh74XvYZzPigXFygv3urCom2VvP9HGf970qtB9+jF9i8Sb4jnp6SfGL1lNKsGrbp0h6EjICETbuyF+n9JhO77CPcZf5Ls9jElxcUcLi0lql07dDodgiCQnJyMyWQiIyODNm3aoFAoGrQ+ho6QXlmZ0pbPqj9h2hPw8vNwxwSY9TFcqR+MzL8KWaBcJS5ae1QKJTZR4GRpHhbBhkapYv1N6ympLmFx2mJ+TfmVHfk7avrEV0gOqyqlCqtgrRVJ42/vj14j783KyNRFcbWRnCpJBIQ6e9DLJ5T9BVW8eciXMguQokBpVfDCQCMlTglYRdiQfYoZXUfy4t5lOKvtKLdWY7JZ2JR96oLxndUl3B/2HgoFFCrnsEI1BTVa/nDbCkCOsYzjJTkEPlaKDbjt+6HYwuz5auseAlrbkaUQsFepLxkNc64Wz8UFSufWOpx0Cv7aZ7yi+/Rjnx9JMCSwOms1zx54lk+6fXLpDp6ecDQBHnkA5v2Ey6SjdPxgOEmRH1Ku6cnxY8fw8ZWilkwmyWJcUVFRk9PiiggIhAV/SNs/H78P33wOv/wIv/4E3XvBh59C955XNrbMvwLZnlZPSqqNfH9yF8/u/oOpO39j5sFVpJYXYadS09VTCkestFazPPUIZ3Pf5VeZya8Ior3j49zh/yFqhV3NeAICFsFSS5woUDI26I6G/yKRkfmPUGU7F53m7+DCU7vy6LE8jbIKYJeKDqiofCecUZ3P5d/o5hmCi1aqxjs+tBO9vUNRK2o/+pQKBe3dvJgS/joKBOw10+mS/gQo4DbLC5QaJUtpsqEQ+wwRW5EFjaOaduMj2L3UTGmaEvdpUtK2W/xDL3kNZ7dcLuaDcpYB7XXkltgoKLuIN+1l2DZ0GyGOIXwa/ylzT829fAeFAv73I/yyCKoFVE9U0Wb5TFpVvIYCC3m5ueTl5dXqkpmZyVXn+lSrpQiftHxYuR46xsC+3XBDLwgPhG++qDtpjMy/Hlmg1INKi5kPj6xHpVTyZPsbmdF1JLeHdcHxjNl4cEDk2cSTbMg6yftH/mZV2jG+OLYZs82KIIq4av25I+ADXDWeKC9y20UEyquCMZjrlwNBRua/hqNaEvkGs5andjvy5YkSyFag2w0ThmYR9244Oq2StPJzBf+i3M4lIXNQa7m/bW/e73kLD7TtzYTWXZncpjfv9biFMf5346ItQVD0YWDOOixYCNeEM1A3nLIzf5NlZhOOM0sBuHXhCAA++TgRRy+RVH/p+A/dBtfrWi5lQQF4ZqxkmfhoaVm9xvsnSqWSuFFx6DV6Htv3GJtyN9Wv4213wvFE8POHLwvweDOedvnjgAuFkslkoqio6IrWVyeDhsDuw5CcDbfeAYUFUhSQpyM8dB8UFjbeXDItHnmLpx6syzyBm50D97fpVXPsbBgxQCtnDya07sbCpAMApJQXkVIu/dHmmcpr2gU5BPFE+MfMSX6WUnNpnRE76/Pn8NCuE3zVcybe9t5NdUkyMi0ak9XCirQ4YosyKLdU42XnTmevDlRaHdiUHUmiwR5QwFEF/qKZ2x5K4Z7oGN45tIZsYxm2M75hGoWSKNdziQWPlmTze/IhysxVBDq5MaF1V0KdPSkq74NOlU9yeTsOae/lkOlRlCiJD4vnh4Q9Nf2L9hWiPm1F46gmcnQY+fkmTp2qoNM9VmJtNuyUSnT1THZ2OYEypLMDdhpYvKOS9yd7NPwmAnqtngM3HyD6z2iGbxzO8dHHidBHXL5jUDAkZMBdt8Jfy8mNfQuG1v3DKisrC3d3d8osJrbnJHK4KIMKSzX2ai3Rbr7c4BeBr0MDt4F8/eDX3yTLyScfwFefwYJfYOGv0LW7VGm5T7+GjSlz3SELlHoQV5RJOzc/5sZvJ6EsH1etAzf4RdDf71zp8hv92+Bq58CK1CNkG2v/4nHW2DHQvw0uWnsWJx9my01b6LuuL+WW8potHgUKunt0J7k8l8UZc1icMYcwpzAeDn+YZ6OelcOIZf4zVFgE7tsSR1K5DZFo0ioEyswiUHrmdS5ypENQHjf2yePuNj34+fQeWuu9cFBrKLdIDq8WUeDZ3Utq2u/ITcLH3plXO49gY/ZJvji2mZfbHwJhN4Ko5oeU5/je7WFQwOaQzajVagxmE0FOrgAkP3EMgNsX3wzAq6+eAMB+lBQSPNDrIrlH6sB24e+TC+jRxo4dx6uprBJwtL8yg3eEPoI1g9Zw08ab6La6GxnjM9Br6+HnplTCb8soXfwbRWHhF21mtVrZk3iCefnHaoQhgMFiIq/KwKbs0wwPbMctrWIavn2tVEoRPs+/DFs3wysvwIF9MKS/JGKefg6efEaO/vmXIv+r1oMCUwVbcxLwtnfmqfYDGeAXwW/JB9mdl1yrXSePQN7ocjMvxtyEk8aO9m7+PBbVn1k9bmFkcAdctPaYbBba6CNZfsMqVApNzXaPSqFi9eDVzOmxnKfC/8dg38FkGDOYHjsd+4X2dF/dnT/S/miOy5eRuaYcLjSyNM2RuGI9ccW2M+LkQiLtCujdK5NqwcJ3J3diFmzEl+bWiBONUkUrJw9e6zKC17pI2zHhei+eaj8Qf0cXJoX3wFObi2B7HwAPxwOsdv4YEYFxzuMY4DSAKquFlPJCwpw9iV+RiJBvxdJejV0/ySKweHEmnv4qkrWSQPm1x5B6X+flfFAAHr9Zjwh88deVbfOcZbD/YGb3mI3BYqDjyo4IDfDpyGnfEQCF1XpRXxCNwYRGlMSHAnDTOqA8T4yszTzBirS4K78AgBsGws4DUpK5OyZCSTFMfx48HGDyJMjPv7rxZVocskCpByIQ7OTOuFadCHZyZ4BfOP18W7M1J+GCtgqF4syvOC3hLl508gyqs5pxZ/cujPB5CbVSMmLdHHAzHnaSGdfXPpgNN23AdJeJH3r/QLRrNAeLDnL7ttuxX2DPqE2jOFR0qEmvWUamuejuZUdr52Iu+mNbBGetQL9W2RdpAG1cvLmlVQy5VQYCHF3xsXcGIFzvWbM9K9jKmNhqOgpEHO0+5fG8L8lWn8Db2po3Hb8gq7KUH0/vxtXOnk6eQSyZuA4F4PJmML8m7GXB6gTKyqx0vd9GvsWGWqHAU1f/bM31ESh39HdEpYR5WyrqPe7FeKTtIzwT9QxplWnc8PcN9e4XGhpKcHAw3r6+uJw8gV16GgqLpVYbpULBJPswBnlHMKvHLbzX8xY+6jmeUcEdUJzx0FubcZyCqvK6pmgYPj7w03woMsK7H4GbO/y2AEJ9oW832L716ueQaRHIAqUeuGh1+P1jD9XP3oWS6ouHAOo1ugucXQ1mEzqVBq1KjZPGjgBdFJ92+R4HlQOPtXmspo2LRkoepVQqmRw+mbjRcVTcVcFr7V/D086TVVmr6Lq6Kx6/efDonkfJNeZeML+MzPWKTq1hUutKdMqL7IEooLN7BkrFhefb6L2Z3mkYz3Ucgo+9MyabBbPNSsUZq8r5uYqKKgOwV1WyPf9OksSBfF/2PSjgE+efmZewj3cPr6XaZuGp6IGcWpaE1WhF66xh6tih+Dro+WhBLBpHEbdB0o+Y7m4Nqwh8OR8UkJ4BMaFaTmZYsFqvPpLlk26fMMJ/BDsKdjB51+R69dHpdHh5eREYEkL4PffRPiWRzkP60uH20Xge+JnAinfRWZNQIRBeDrZy6bnoqLFjdEgHRgS1A6R7tO1M1u1GQamEac9JDrUbtku+KbGHYNiN0MpXCl2Wo3+ua2SBUg9a673IO5N74Sx5VQbc7S6eBjpM78nJ0trCIb40lzC9JwBqpYpgZ3fcNJGUTihleMBwBFHk5HltzsdB7cDbnd8m49YMUselcm/YvdhEG3MT5uK3xI+wpWHMOjoLs/XCIoEyMtcTgiCQXhlBle1CE4oCkbYuWjaOHMrc/hNrXt72ztzSKobnYobQyvniDqURLpLjeaGhHWAkvzqSRONkuiVL6dY/8PqASa378mGv8XzdbwLPdBiMj4Oe5ff8DcCEFaNw1NhxT2gvjixU0aaVnvUVkkP8Lz3rv72jUNRPoABMHuKMIMIP66/eigKwcuBKIvWR/JT0Ex8c+6DhAzz7Ioqte9FWVhL8zJfkzkgipHQy7UpvJ7R8OsUJv3Pq1KmabaSB/m1rohzjS5rox1SffrBtrxSqPPEeMJTB6y+Duz3cMwFy5R9x1yOyQKkHQwIiSS4vZHX6cfKrytmXn8r23ERu9D/nDb8sJZYfT+2qeX+DXwSFpgqWpBwm11jGluzTHCxIZ0hA21rj7shN5EBBBjnGMhYk7scsWOnjUzu19D8JcQrh574/UzqhlO1DtzPEdwhZVVm8EvsK9gvt6baqG7+n/t74N0JGpolJKDPjvyCRnxJMiCihEs5LFYSIgo97eqNW1hYv9bFYKlFQbjZRVvkQNjEe0HCg5FsWKd7HipUITQQveL9wwZqO/nYKa5UNOxctYQODAXjvvdMIArz0UhuKzNUogfAzjrT1pT5bPABThjmjUMB3fxsu37geKJVKDo88jKedJy8dfollacsaPkjXbpCSQ15UW2L2HsH6oBaVogdulo1ElD+BR86L5GZlAaDX6rA/U5uo2ma51KhXj6cnfPcLFFbCh5+Bpxcs+Q3C/KSqyps3Nu38Mo2KLFDqQStnDx6LGsD+glRmHlzFqvRj3BHWlZ7e5xIylZmrKD5vy8dT58TU6BuJL8nl7UNrWJ91knva9CTazb+mTXevEG4L68yfaXG8c2gNGZUlPBU9EP2ZpFL1oZ9PP9bftJ6qu6r4qfdPtHdtz6HiQ9y5/U7s59szcuNIDhQdaJwbISPThPzf4ULaLE4mr0oAK6iOqFjY1Z8IFw0qhWQ96eAGNwddaLmsr8UyzbACk/V7ANwcklhn2EycajMqVJwIO1Hnulbcvx6Au/4cXXPs229T0OmUVPaWnFfb6d0bfL313X3QapW08dcQm2xukHPrpdCpdRweeRidSsft228ntii24YM4OLBmwQ+svnMMLsWlaMatQFHwLgqFBk/zn/jHh0LxNnKNZRitkjBx0tSvOvNVo1TCE09DYiZs2Q09e0PcERg5BIK94f3/u3g5aZkWg0K86jSA156z6ZXLysrQyyW7L8BoNfLesff4KeknMowZALhr3bk1+FZmxszEz8GvmVcoI3OOQpOVAX+lEV925td1kYLwQvh1miPhHq5szi7lzk3liCjYNTqI3j6OLEuJpdRsZHLbPmfGqGDmwVXc6N+Gvj5hnCzN47ekg0xtf0PNj4J9eQfw1fRHqzRhUfzC+pxgHrWMwKKoYmurrQxwGnDB2mJ/OcHy+9Zj56pleonkJxYfb6Bduw2MG+fP3sknyDYZ2Tvodnp41N8HRaVaysCBXmzY0L9e7d9aUMKbC0pY8ooP4/tcZYXh89hfsJ9ea3uhU+lIGZfCwcICDhdmkFtlQKtUEab3YnyrTvg6nHvObstJZH9BKukVxZhs0pd8xJETPP36h6irzSgm3gOTj0JlLCKQouvP+4pHASlRntlmrZWD5iwWwcbi5EMcKEjDKgi0c/NjYni3Bv1guyTFZ6J+Fi8CUxVoNDByLHz0GfgHNM4cMpelId/fsgXlX4iD2oG3Or1F+q3ppI1L4/7W9yOIAt8mfov/En9Cl4byf0f/D5NVzlgr07zMSyzDb14i8aUWEIBjSl7z92Thizr+yj7EmwdWsi9/Hw+3NfFKjCu9faQv54ZaLK1WKyG6PmiVJv7OeYj3jmp4rXoKFkUV4/Tj6hQnAH89ImVfnbhqbM2xV145DsCsWdFkm4wooEHi5Cz13eIBmHaL5KT/1cqrCzf+J929urOg3wKMNiMdV3bkZEk2N/q34eWYoTzdfhA2QeDzY5uotp2zNpgFK9FufowIigbA3c6BhJh2PL/gKwpbBcGCX7E9XEa28xsAhJq2M6vqSdRCFWOCO/Bq5xEEOrryxbHNtbblfk86SFxxFlOi+vFcxyGUmo3Mid/eeBfr7g5zf4DCCvj0a/DxheV/SOn0e8TA+rWNN5dM4yBeh5SVlYmAWFZW1txLua7Ylb9LHLp+qKidpxX5BVH5i1LssrKLuCB5gWiz2Zp7eTL/IaosNvHGv1JE/hcvvT6OF50eShQPJ5maZL78sgAxtxSxoKytKIqieH/G/SLHEJ2OO120z8Hv4sQ3+Uyc5Ta75pjNZhN1umViQMAqcXlGksjvX4phq35u8HpUqiXiDTdsaVCf4PtTRftxyQ2eqz7MiJ0h8gtizF8xtY4bqqvEKdvmi6dK8y7oc7IkV5yybb54rDhLfGLHInHKtvnilG3zxc23DxYFe0SzXi1+9eHTomGdkyisQ7SsU4ti0vuiKIqiTRDEF/csFdekHxNFURSNlmrxse0LxQP5aTXj51SWilO2zReTygqa5JpFURTF/ftEcVBfUXRQiKI9ohjoKYpvvymKFkvTzfkfpyHf37IF5T9Eb6/erBuyjqq7qvil7y90dOvI4eLDTNwxEYeFDozYOIL9Bfube5ky/3I2ZVfi/utptuSc+fWcoGB4uZ6S2aF0CrO7dOcroLhiLIKYBdjjqT/JIeMhfir7CYCUNikX7bfq8S0A3L3mnPXk11/TMZkEpkwJ5dkj0q/7z2Lqt01TG0WDI2DH93Gkyiyy7WjVFcx3ad6MeZMJrSZwpOQI47eMrzledcap1fESmaxDnT15tsNgvM/kmln45AN8M+NZEOHxNz7n8C838LNmCkpskPgSbI9AabMR6epLskGqrZNWUYxNFIhyO1eWwNfBBXc7B5LLm7D+TrfusHEHZBXD5IfBaIR3Z0rJ3yaMg4z0pptb5rLIAuU/iFKp5J6wezg86jAVd1Uwo+MMfOx9WJu9lh5re+D+mzsP7X6IbOPFE2HJyDQUQRC4Z1Mmg1dnUGUFTKDarWbeCH/WvOmPWt34j6NK09dYbH8CCjwcpc9zz5SegBRS7Km+MKQfYP/cOGxmAXt3OwJ7nvPZ+uCDBJRKePnltqQYpaRjowMuXb34YtQ3zPgsL97qCsDHyxt3m+csC/svpJtHN5ZlLOOVw68giCK/Jx+ktd6LAEfXS/YN03sys+sonoy+kf6+4ahH3cLStcsxBwYyYOkqQuakkBa6BhQaqEqETTp8rSmUWSSRajCbUCuUOPxDCOk1OsrMjS/ILsDVFb7+HxSUw1dzpUKJfy6HtiHQrQOsXtn0a5C5AFmg/MdxUDvwZsybpI1PI2N8BpNbT0YURb5P/J6AJQG0WtqKt+Lekv1VZK6K4yUmvOcnMi/5TC6PDAVhJ+zJ/qQVkwY6N8mcVusxKqqnAuDisA612pXOiZ2xYqWNpk2dIcVnWfuUlI100rpbao4VFpo4caKc3r3dOWjIQwT8G5A59nwUiob5oAD4uavxdlGypQksKGfZPXw3AfYBzDo2i+f2fUZ2ZRkPR/atV1+lQkF7d3/ujujBI+36c2efkdidTMM4YSL91m7G74YJ4LgJnLsANoZl3U03w89Ndi1XhFIJD0yBk6mw6xD0GwAnT8BtoyHQA2a8BmY519S1QhYoMjUEOgbyQ58fKJlQwp7hexjmN4zcqlzePPImjgsd6bKyC/OT5zdaqKPMf4PXD+TTfkkqRSYBLMBeFc8Ee5A0OwRv16apV2q1WimqjAHAXvMiOs1NzC2aS2x1LCpUHA87ftG++76OlawnnjoCu53bcnjjjXgAZs5sxyMHNwPwVnTPK1qfJFAa3u/mbg4YjCLHUquvaN7LoVaqiRsVh7vGnzmJb9LPzwk3uysTYQAolWi/+4WPPnkThbkabhoAG0dD1HdY0DDEtBA2OqPHiFUUMP4j0aTBYsKlsaJ4GkqnzvD3VsgugYcfhepq+OD/wNMRbhsDqanNs67/ELJAkamTnl49WTtkLca7jMzrO48YtxhiS2K5e+fdOCx0YPiG4ewt2Nvcy5RpweQarbT+LZF3YoulA/kKHHdq2fVsEJ88VPfWSmNRXOkDCKiVPdA7vE+FtYJHc6VQ100hm1CrLy6M1j4j+Zbcu35creOLFmXi4qJm8GBvjhuka3owLPqK19hQCwrAi7e5AvDBkqbZ5hFFkXWZSdwZ+DY2sZrx20aSVpF2VWOqlSro2p2//loC3j7w7kzEe7/nLfsfKVSFgK2CtrHRRFvjauWyyTUaKK42EubctJ+Vy6LXw+ezoaACZn8PAYGw+i9oFwpd2klbQTJNgixQZC6JUqlkUtgkDo06hPEuIzNjZuJr78u6nHX0WtsLt0VuPLDrATIrM5t7qTItiO9OlhKwIJFkg1UKHz6k5MYKJ4p/aEXvqKZN1lVU3heRYhS44uEsiejgBCkD7K3Ot140pBhg12eHECwCDl72+HXyrjm+bVsBJSUW7rgjkMSKUgTAQ3vlDr0KRcOdZAGigrS4OCpYe/DidcCuhoVJB9ibn8q09iNZ2G8xZsFCl1VdKa46J4jKzFVkVJRQYJJ8cLIqS8moKKHScs6q80ncRjZnn6p5PyQgks22Mnbv2o5h1CjEfXuY/Oxb6FwXg/+DKIAnLe8jHLmLU4VZpJUX8/PpPYQ5e54r/WE1QHOn7brvAYhPgb1xUnXl06ckZ1p/N3jtZXn7p5GRBYpMvdGpdbzR8Q1Sx6eSMT6DB8MfRKFQ8GPSjwQtDSJkaQgzj8yU/VX+wxitAn3+TOHhHbkIIlAGys0a5oz2ZfOsALTapn3klFe9ilXYBShxd8wB4L6M+ygRSnBWOPNH8B+X7L/hxZ0A3LuxtvXktdekLLPvvNOOe/duAGBaRKcrXueV+KCcZVBHewoMAhkFjZ8JdWtOAlU2Cx8f3cjfGRWM9H2FUnMpvdb2r9na3ZaTwDuH1/Brwj4APorbwDuH13CkOKtmnEJTRU2BRjgva3bGMaY/NYkFH75Jq9PJON/QCza3h15HQKGhm20XPofa82Psr+i1Oh5tdyZCypgEWwMh8Y1Gv+YrokMHWLMJcsvg0algtcEn70vRP+NGQlJSc6/wX4GcSVbmqtlfsJ834t5gc+5mqoVqFCiIcYvhuXbPMbHVRJRKWQf/F1iTUc4t67Mwny0yfEJJUJmWHe8HEuzVNL4m52OybqOs8gYA3BwPoVV35mDlQbqlSoUAC9oWXDRqB2DHhwfY8OJOHH3seSF3Ss1xs1nAwWEFERGOxMcPRfPH11hFEfH2qVe8Vnv75bRp48yRI4Mb3Hd3vIk+L2QzdZSeLx9t+u2Px/Y8xpyEOQzyHcTGmxqxls2xYzB0AJSWwOChsGwV7O8N5WdKc3iOgS4rQLDA3l5QfggUdjAgBexaYDbsBb9KIcrJZ8RJRFt48x0Yf9vF+7zyAhyJhSV/ge4alQFoZpo0k+y2bdsYPXo0/v7+KBQKli9fXnPOYrHw0ksv0aFDBxwdHfH39+fee+8lO7t2uGpxcTGTJk1Cr9fj6urKgw8+SEVF41TqlLn2dPfqzprBazDeZWRBvwV0du9MXEkc9+y8B/uF9gzbMIzdBbube5kyTYQgCNy+IYOb150RJ1XAFjVTWruR+l3wNREnVmspZZU3AuBo9yladWcAeqX2AuAj748uKU4ANr0iFfu8b/OttY5//PFpbDaR559vQ6HJiFUU0Z8pfnc1XKkFpXeUDgc7Bcv3VF71GurD7F6zGeQ7iE25m3h8z+ONN3D79pCaC737wca/IcwfvBdC1PeAAgr/hA1OcOpFKD8s9RGtkPRW462hMZl4DxxLhAPHYOAQSEqAu28HX1cpxb7pH5blggL4+nPYvAEefaD5t69aIA0WKJWVlcTExPD1119fcM5oNHLo0CFef/11Dh06xNKlSzl16hRjxoyp1W7SpEkcP36c9evXs3LlSrZt28aUKVMuGE/m+kKpVHJX6F0cHHmQyrsqeTvmbfzt/fk752/6rO2D2yI3Ju+aLPur/IuILTLh9msCf6RWSlWHkxXY79Cy4UV/5k71umbWs6LKAEBEo7oZJ900AGISY6SQYm0bnvN67pL9t83ah2AVcfJ1wDvKo9a52bNTsLNTMnlyMHfvkwoH3tcq8qrWezVbPAB9ouzILLRRWnFtCt6tH7yecOdwZifM5vP4zxtvYK0WNm6H12ZCUSF0ioTNChhkAI0nCJWQ8RnnSlrbIPNbacunpdIuGlath/xymDoNEOHzj8HLCcYMl/xWAH76DmxnzI2/L4RZLVR4NSdXk7IWEJctW3bJNvv27RMBMS1NSmF84sQJERD3799f02bNmjWiQqEQs7Ky6jWvnOr++iKrMkt8eNfDovsid5FfEPkFMeiPIPHNw2+KlZbK5l6ezBXy3K4ckW/PpKr/Ol7kvtNi7+cyxcqqa1s2oaCsnZhbiphX5ldzbHbhbJFjiKpjKtFSj7TlM9Sfi2/ymVhwurjW8cTEchGWiKNG7RRFURS1f3wt8vuX9RrzUjg4LBcjI9ddcf8/91aIjEwSX/+l6KrW0RDKq8tFt0VuouIXhbg6c3XjT7Bnlyh6Okop5yfeJoqmIlFc7yCK66j9+lslikcmXNDdKthEQRAaf12NwW8LRbF9hHRt9ohidLgo+rqce3/29fvCWt3Sy4vF+Qn7xA9i/xbfO7xO/PHkLvFUaV7Lvc560KJS3ZeVlaFQKHB1dQVg9+7duLq60q1bt5o2Q4YMQalUsndv3WGr1dXVGAyGWi+Z6wd/B3/+1/t/FN1ZxL4R+7g54GbyTfnMPDoTp4VOxPwVw8+JP8v5Va4TMivMBC9M4OPjpdKBbAWKDRo+GuvFro8CcNBdO5+jssop2MQTgBp3BykteZm1jMdypcrDW0K2XDKkGGDLW3sQrSJO/o54RrjVOvfyy+cKA1ZZLZgFAXuV+rJjXg6F4uos+qO6O6BRw6Lt125r3EnrxOGRh9EqtYzZPIYTpScad4KevSElFzp2gmV/wMBAqKzD4V60Qe4iKD9CVmUp8xP28ezuP3h8xyKe3PU7Xx7bwtHiLMSWtGVyxwQ4ehpiT8KQYZCaDGV1hIo/dC/s3Y3JamH2iW28c3gNW3MSSDQUkFxeyO78FD6O28CHceuvTYbdZqZJnyQmk4mXXnqJu+66q8YZJjc3F29v71rt1Go17u7u5Obm1jUMs2bNwsXFpeYVFBTUlMuWaUK6e3Zn1aBVGO8ysqjfIrq4d+FY6THu330/9gvtuWn9TezM39ncy5S5CF8dLyZ4UTIZFTawAftU+CXqOPVlEM+Nc72ma6mq/gOT9VsAPBwTakRDq4RWANzmfBv9nPpddpytb0nRKJO3XejMuGpVDn5+drRv78KDB6TKxmP9Wl312qUw4yv/AlUoFHRtbUdijhWT+doJ+xCnEDYM2YAgCvRc05NiU3HjTuDkBHsOw7ThcKoKnhMgte6mBXFTefvQarblJlJ5JsGbRbBxrCSbr45vZfaJbZht12YLrN60aQt/roVuPSWV+k9sNsTxI/l5wyJiiy6+FZ5kKOTjuA21Qrv/jTSZQLFYLNxxxx2Iosjs2bOvaqzp06dTVlZW88rIyGikVco0F0qlkjtD7+TAyANU3VXFu53eJcA+gA25G+i3rh+ui1y5b+d9pFfIxbpaAuVmG12XJfPk7nzJG6BEAX9rmBihJ/PnICICLl5MrimwWjMxmG4HwFk3H7W6FQD3ZNxDqVCKXqFncfDiy46z8fVdiDYRfaATHq1da51buDCDqiqBhx6Sau2syJYKC/7YfchVr/9KM8mez5ThzogizFl9bS3K/Xz68UPvH6iwVtBxZUesQhOIgElB8BGgBV4ENl74Ze5VuYP2ZiniR6tUEersUSvr7JHiLH44tbtlWVIAjsbBvt11m9AEAUpKuPPBJ9FVGnFQa5jQuhuf9r6NL/vcwQNte9dk9s2rKuev9KPXePHXliYRKGfFSVpaGuvXr68VSuTr60t+fn6t9larleLiYnx9ff85FAB2dnbo9fpaL5l/D1q1lukdppM8PpmcW3N4JOIRVAoVvyT/QsiyEIKWBPH64dcxWpsmOZXMpVmRVo77rwkcKjRLvopHlNjtVrPiRV/mv+BzzcPIpTT2YQDYqe/FwW4iAPsr9zPPMA+ApDb1c6LcMUv6gpu8/dYLzs2adQqlEl55pQ1WqxWjzYpWqUR3lds7cHaL5+q+OO8Z6IRKCT9tvPYRkPeF38f09tPJqsqiz9o+jT9Bu7lwVyb89Qe084IvRfjIHoTakVhP2D7lEeeTfNBzPC93GsZ7PcbyUGRfdCrp3+hwUQYJhoLGX9/VMPuLi546+4lwLSnjgwlP8PLpYgZ6tsJBrUWrUtPTO5TnOw5Bo1QBsDsvBdOZitP/Rhr9yXJWnCQkJLBhwwY8PGp7xPfu3ZvS0lIOHjxYc2zTpk0IgkDPnldW10Lm34Ovgy9zes2h6M4iDt58kJEBIymsLuSdY+/gtNCJjn915MfEH2V/lWuAVRAYvS6dW9ZnYRUAI7BBQyeFA7m/hjCmp2OzrKvEGAZYUCoicHU8V2yuT6r0RVmfkGKA9S/vkKwnwU64tXKtda601MyxYwa6d3dDp1Pz7FFp2/FGr4BGuYYrzSR7Pmq1knZBGo6lmZvl7+Hdzu8yLmgc+4v2M3H7xMYdXKEAXQC0vhV25cO9k2FHFUys4ET5HN61e4vjCqnMQJf8t7E/MRkEAaVCSXevEO4I61oz1LachMZd29VyUqrphJ0OPL0grDV07Q5DhmEadyvbhw8kMSqccl9vfB57FNoEw4vPwo5tAHjqnOjmFQKAyWYhoSz/YjNd9zRYoFRUVBAbG0tsbCwAKSkpxMbGkp6ejsVi4bbbbuPAgQPMnz8fm81Gbm4uubm5mM+kAI6KimL48OE8/PDD7Nu3j507dzJ16lQmTJiAv79/o16czPVNF48urBy0kqqJVSwesJiuHl05XnqcB3Y/gG6hjiHrh7Ajb0dzL/Nfyf6CKlx/SWBlhlH6WZeghI0aZox15/AXgbg6NX1uk7oorhiHIGYAOrz0p2uOd0zsiBUrbbVtLxtSfJZdHx4C6vY9efPNeEQR3nwzCoCfU08CMK/H1W/vwNWHGZ/l3sHO2ASYv+Xa5ET5J0tvXEpH144sTF3IW3FNGCY75wf49Xew2Yi651G6fr+PL3SvkNRhL9iFQO582B4IlZIY6eHdqsaKkljWwiwof2+FMjOUVEF6vpQ7ZekqePARqoIC0ZeWYV9lwslQAQ6OUFgAX30K426uGSLI0bXm//9ZYPHfRIMzyW7ZsoWBAwdecPy+++5jxowZhIaG1tlv8+bN3HjjjYCUqG3q1Kn89ddfKJVKbr31Vr744gucnJzqtQY5k+x/F7PVzCfxn/Bt4rckVyQDoNfoGRs4lrc7vU2IU0gzr/D6Z+qOHL4+WSYJEwuwS42HoGbT//nRMfTK689cLZWmr6mongoo8HAsRq12BeCbwm94Iu8JVKgwtTXVK8Jm3fPb2P3xYVxbOTMt5YELznt6rsRsFjAYpBxOisVfoVYosNz2RKNci4fHXzg6qklPH3FV41RVCzjemkrvKDt2ftg41p2GYraaCV4WTJ4pj0X9FnFn6J1NN1lWJpV9u+CYX0B6eCvsNu7Cx8sPTr+EmPohBT6PsMHxAaqsZuKKsjAJVhxUWj7tc5FsrqII836WcpL88Re4udXd7moRBMlysmcnxB6G0ychI10SH5WVtRySRMCqUVOtd8apXUcYdzt4eUliZcRIAH4+vYddedLzb2r0DXRwb55/+yuhId/fcqp7meuWvKo8ZhyZweK0xRSZiwAIsA/gvtb3MT16Ok7a+gleGYkUg5m+f6aRYzqTPCpLAYdUjO3uxB8ve6NWN1/JAqv1OEWV7QFwcfgbneYmAEqtpbidkr5Utodsr1fUDsBM1eeIAjyT8QAugc61zu3aVUTfvlu5//5gfvyxG28f388bJ/bS292XXYMvkba8AXh6rkSnU5KZefPlG1+G8IfTySiwUr08rBFWdmXkV+UTuiwUk83EnuF76O7VvcnmWpJ0kFaPPkqXnQewOTqiXr2RUxGtWHHyT5IsF247qhVKnu04mNZ6r9oncnPhiYdhzUrp/aoNMLDhpQdqMBph3x7Yv1dyhE1JhKwsqo0VKEzVaM8vJKhQgKMjgocnJztEcioihJQgXyoDAih002MSpb/Bl2KGniuWeIZCUwUzDq7CIthqri/QyY0JrbsSel7lZ4tgY3HyIQ4UpGEVBNq5+TExvBv68xyJmwNZoMj85zhcdJg34t5gQ84GTDYTChS0d23P05FPM7n1ZLke0GX4OK6IF/YVSIEFArBXibZYzU/PeHHXDc6X696kSE6xOsCGveZ59A4f1pxzi3ejVCjlDuc7+C34t3qNt+rJLez/6giuYXqmJU2+4PygQdvYvLmQnJyb8fXV4bniW4rM1ZwefjcRzq6Nck1eXivRapVkZV29QHn1lyLe/b2M1W/6MKJ78/gFAcQWxdJtTTc0Sg0JYxMIdAysV781Gcc5XJhBbpUBrVJFmN6L8a064esgPdsLTRW8uv/PC/qFxicw7eVZ2FWb+fO+21l919hLzhPs5M5DkX3wsddLeVYefxixohyFzYYI/D5tCtX3T+aO1l3RqS5SyiAnG3Zsh8MH4OQJSE2BvDwoN4D1H9FMajXo9RS1CiEnPBSH4FDmh3kwtucwOkZ1AaDKamZu/A76+bYm0NENo9XMtyd3UFwtBQQ4qLXcEhJDD+9WqJVKDhdmsCw1tuZ8WxcfJrTuxsbskxwqTGdm19HotVJNn/kJ+zhaks39bXphr9KyMGk/SoWCF2OG1uvfpamQBYrMf5olaUt4//j7HCw6iICARqmhv3d/3uzwJgN8BzT38loUpSYr/VamcbxUigRQFisQdquJ9NGy9T0/vF2bx9fkfPLLPBApRq3sjofzvprjd2fczXzDfPQKPWXt6kh6dRFmKD8HEZ7JfhAXv9pWNqtVwN5+BaGhDpw+PQyQtneUgO0qigP+E2/vlahUCnJyRl71WMUGKx4T0xnW2Z61bzdvEb1lacsYv208nnaeZIzPQKe+fAG8z49tprtXCK2c3LGJIstTj5BtLGVG11HYqdQIokD5P/J9vBf7N8XVlXhm5vDyMzNxMpST0CGS+Z+8g02rocB0YWSTWqHE12Tl1V9Xolz8W61seaJGQ+mUR/jk9iFElVYxMbkQ4o5Iaekz06U0/EbjhaHBOh24uYN/AISFQ4eO0KOX9Kqj+N8j2xfwWFR/OnlePJdXYlk+H8ZtuOx9s1dpeKf7GJw0dgiiyPR9yxno34bhQdFUWc08t2cpD7btQ1evYAByjWW8eXBVnVaZa0lDvr+b/+kjI9PI3BpyK7eG3IrZauazk58xN2Eum3I3sSl3E3qNntGBo3k75m1Cnev2l/qv8HuygYmbs7GJSBvfsUqENBXPj3Phwweb7wF2PkXl/REpBlxqiZP9lfuZb5gPQFqbtHqPt+qJTSCCe7jLBeIE4PPPE7FaRZ55JgKA75OlTLLt9O5XcRUXolQqGq02nLteTYC7ih0n6si6eo0ZFzKO9zu/z0uHX6Lzqs4cH338stbLp9vX9mm8v00vnt+7lLSKYtq4eKNUKGvlNwGwU6nRKlUUBvrx4sKvePK1D4k6fIxnb3+Qt+fOAlcXAHp6t6LIVEmioYC2+w5x/0dzURjOiJfz/gEUFgtu33zNzNnfoDw/IkqpBEcn8PGFwGBoGwmdukDvvlLStSawzFoEAQUQ7ebHsZKci7a7PawzThrJJ0ypUBDp6kuyoRCAtIpibKJAlNu51B2+Di642zmQXF7YrAKlIcgCReZfi1at5cX2L/Ji+xfJr8pnxpEZ/J7+O/NT5jM/ZT4B9gHc2/peXol+5T/lr2K2Coz8O4MN2VKqbGWVAmGbCheFinUf+dEzsmWUfS+vegOrsANQ4uFYO8v02ZDiT30+xfWMs+zlEASB/bOlxFYP7Kzbl+Srr5LRaBQ88kgrAN44LpXf+F/XCwMDrobGSNR2PmN6OTB7dTn7T5vo3qZ5//1ebP8i8YZ4fkr6iVGbR7F68OoG9a86k9fDUV138r+08mJyjGU8GtmfeYl7qQA+f286g5esZswvf/Dq46/yx+vPcSAqlJtOZmB35Aiab2fjVlSKCNSRv1VCq4WbhjO7a2tuDO9M1A3DwfPafpFbBBtLUw/T3SuEByP7kl5RzPacRDIrSxER8bF3JsY9kLknd+Dr4FKrr16rI7dKStpnMJtQK5Q4/OMe6jW66ypFvrwxL/OfwNvem296fUPhHYUcvvkwYwLHUGwuZtaxWeh/09Phzw58e/rbf31+lR25lbj+eloSJyIoTysR1qkY0taB/HkhLUacmKzbMJrfBsDNcT/q87YKOiR2wIqVKG0U0zyn1XvMlY9K1hOPtq44eV8oSNPSKklNNTJ48LkqzNkmIwqgt2fjbp1IFpTG211/6VZXAD5YUtpoY14NP/b5kb5efVmTvYZnDzxb736CKPJ78kFa670IOC+U9nx25iXhZ6+ns1cQbnaSz40CEKdOY+vav7Dz9mXQ/6T8OPonHsVrzmwcKow1SdDEulLMA6jUKH9bRtINfcjv3fOaixObIPC/+B2IIkwM7wFIfjOTInrwUqehvNxpGJPb9rlurB+NgSxQZP5zdPLoxIqBKzBONLJ0wFK6e3TnhOEEU/ZOQbdAx8C/B7I5d3NzL7NREQSBB7dl039lBlU2UFiBzWqUp9R8+6Q369/xR6ttGY8Dq7WCssobAXDUfoRW3aXm3JeFX3Ks+hgqVMSFxtV7TEEQOPSdtF0zecftdbY5vzAgwMpsKYwz1KHxnYQb24IS4qPBw1nJxiPNv81zlm1DtxHiGMKn8Z8y99TcevVZmLif7MoyHo7sW+d5s83KvvxU+vq2BkB7JteJCAwNasewHjdh+WsdOYMHSR0OHic3MZWn/vyRZ//4H4tfeJzsbp1BqURUKBDOFyvGSigquuLrvRpsgsD/Tu6guLqSaR0GYa++iJMu4KSxQ4mCcnPtf2uD2YSLRhLyeq0OqyhckCPFYDFdsF3WkmkZTyQZmWZiXMg49t68l6oJVXzY5UOCHYPZkreFQesHoV+oZ9L2SSQbkpt7mVdFQpkZ7/mJ/HDaACJoc5SIqzS00mlJ+T6Yh4a1LEfzokpfQESjGo6T/bmka6XWUp7KewqA7a22N6ii8J8PbQQRPKPccPJ0qLvNnzn4+NjRqZMUtjztsJQE8JOY/ld4JRensS0oAMO62FNSIZCQ1TISdymVSuJGxaHX6Hls32Nsyt10yfYLE/dzqDADT50Ts2LX8cj2BcQW1q67tjc/FZPNwvrMeKbu/I0847k6RJuyTwHg4h9E2xkfAWBwtGdTlnTc6OzIxiF9+fi96Zw4dIjkmTNIjW5Tq2jfF399R7mlmq05CeRVXZsaR2fFSX5VOdPaD6rxK7kYaqWKYGd34kvzao4JosjJ0twa60qIkzsqhZKTpee2RnONBoqrjYQ5Xz8WGFmgyMgg+as8H/08ieMSKbi9gCfaPoGdyo4FqQtovaI1AX8E8NKhlzCYr21htqvl7YP5tFmcTFG1gEIA5W415r1qHh2uJ+WHYAI9W5YbWqGhPVCJQuGLu9OaWudCEySn5gn6CfR27F3vMQVBIPanEwDcX0fWWIA//sjEaLQxefK5RH/JZ778xgY2fn6R8wJIGo0Xb3MF4P0/6h/R1NTotXoO3HwAtULN8I3DSTBcmHZeFEUWJu4ntiiTW0JjCNN7clfrbnWO91daHFqlmgcj+zKj60huCoyqObc+M56/0o5itJrx1DnirNGxOPkQ23ITAWkbSIWCCBdvvsqPp3zyA7z/8Rtkxh4l/pWXie3fk7YdpXIrLlodXxzbXJNr5Gow2SxkVJSQUVECQGF1JRkVJRSbKrEJAnPjt5NWXswDbfsgIFJmrqLMXIX1vLk/idvI5jMCDGBIQCQ7chPZnZdMjrGMBYn7MQtW+vhIn1V7tZa+PmEsTj7EqdI80sqL+fn0HsKcPa+rLaKW9XSSkWkBeOo8+arHV3zV4yuOlhzl9djX+Tvnbz44/gEfHv+QKJconmr7FA9HPNxi86sUmqz0WZFKQrmUm0FXrsC0VYWDWsWf/+fLoJiWZ+YtMz6KTTwOqHF3qP3LeVLGpJoqxQuDFjZo3GX3/Q0ieEW7X9R68u67p1Ao4PXXIwHYXZiDCPjr6m5/tTRmFM9ZYkLtcLZXsGp/yyqqGaGPYM2gNdy08Sa6re5GxvgM9NpzVruFSQfYl5/K4+0G4ONwcWteflU5ZRYTPb1a0dbVB4DhQe3YlHWSMosJEViZfpS1Gcdxs3OgwlLNqbJzVgY/BxfMgpWHIvvycdwGjhdnE+3mx4+GNEoGd6XbhPHEl+bS3SuESeHdeX7PUmILM+ju3eqqrj+tvJhPjm6seb84WSqx0Ns7lFEhHThSnAXAO4drC/JnOwyuuc5CUwUV54Vad/cKocJi4s+0OAxmE4FObjwVPbBWErY7WndFkaxgTvx2rILtTKK2pkug1xTIeVBkZOrJnxl/MuvYLPYX7ccm2lAr1PT16ssbMW8wyHdQcy+vhl8Tyrh/aw4CSFs6cSrMKSr6RNmx/m0/HHQtT1RVmZdiqJIqCns4pqBWt6o5t6dyD71TJYtJSduSekftgGQ9eUv9JYjwYtHDOLhfKDgqKqzo9X/SpYsrBw5I/44d1y3gqKGYb7sO5KGw6Cu/sIsQFraWoiIzZWVjGnXcUTNzWLW/irx5wS0ih835zD01l0f3PUqIYwhJtyShOlOR95HtCy7a5/ycIctSY9mUdQo/BxceazcAV609p8vy+frEVjq5B7K3IPWi4yiQkppNDO+Oj4OeP9PiOFKUybMdBvPj6d0cLc5Gq1TTzSuYO88kavvoyAaCnFy58yLWHJkrQ86DIiPTBIwJGsOYoDFYBStfnPyCOafnsDV/K4PXD8ZJ7cSogFG80+kdWutbN8v6TFaBIavT2ZkvOc/ZmRVUb1Rjsyj49GF3po11bZZ1XQ6rNadGnDjrfqklTgD6pUrp67/w+aJB4gRg6aR1IIJPR486xQnAzJlSYcA33oisOXbcUAzQJOIEJAtKU/DsLa6s2l/Fh0tKW0wum7M80vYRTpWf4tP4T7nh7xvYMVzy8Znbv+5KyP8ULuNadWJUcAfmJezj5X3LUSoUKFFwd0QPevuEMTwomq05pzlWko3RasFBrSXGI4At2ae5v01vepxnCZHCbU04auwYERTN0eJs3uk+upYDqV4rtZFpPmSBIiPTQNRKNc+2e5Zn2z1LoamQt+LeYlHqIhalSS8/ez/uDr2b1zq8VsuU3ZRsyq5kxNoMzAIggj5djeGwAn93Ndve96O1X905JZobKY295Pdhp74bB7t7ap1vn9AeGzbaadvxpOeTDRpbEASO/SZVPL5vy60Xbffzz2k4OakYM0aqpp5YUYoAeGibrjCiUtm4UTxnGRRjj06j4I+dRj58sPHHv1o+6fYJJ8tOsiZ7DZN3TebHPj82qP/m7NOklBfyeLsBeOgcSSjLZ2HSAVy1DkS5+XJXHVsYW7Iv9HuRuT5oebZeGZnrCE+dJ1/0+IL8O/I5Ouoo44LGUWYu48MTH+L6myvtVrRj9qnZTZZfRRAE7tqUyeDVkjjRCKDerMFwWMk9A53J+CmoxYoTgBJjGGBBqYjA1fHXWue+LPyS4+bjqFBxPOJ4g8defMcaEMG3sxcObnX73OzfX0xBgZlx4/xrjt23V0oz/nR4pwbPWV8UisaP4jlLz7ZaUvOtVBhbZk6flQNXEqmP5Kekn/jg2Af17me2WVmeeoTbw7oQ4xFIoKMbA/3b0s0zhL+z4i/aT6/VYbD8IyTXYsLlTM0avUb6bBjqCtvVtoy8QP9VZIEiI9NItHdrz9Ibl1I5sZK/Bv5FL89enC4/zeP7HsdugR03rLuBDdmXr7FRX46XmHD/NYFFyRVSArJSFZY/1ahNSla+4cMvz3m3WCdegJLK8QhiBqDDS3+61rl/hhQ3FJtVIH6JFL1x/yWsJ6++Kgmfd989t5Wzr0RyrHw9uukcCpXKxo/iOcvjI6UMo5//1XKiec5HqVRyeORhPO08eenwSyxLW1avfjZRxCYKKP6RC1Z5GbEX5uxZK9wWIL4ktybc1lPniF6jq9WmymohpbzwugrJ/TfScp9eMjLXMaMCR7FrxC5ME0182vVTQp1C2Za/jZs23oTzQmcmbJtQZ8hlfXllXx7tl6RSZhFRAk4HNRRtUdGltY68eSGM7NF8VW3rQ6VpDmbrMkCBh2PGBedbJbQCGh5SfJbfb1sFgF9Xb3T6urdqBEFg8+ZCwsIcCQyU/FMKTUasooj+EomyGoOmiOI5y219HVCrYP6WCwvmtRR0ah2HRx5Gp9Jx+/bbiS2KBS4dkmuv1tDGxZslKYc5VZpHoamCXXnJ7MlPobPHueJ7P57axbKU2Jr3gwPacrwkh/WZ8eQay/grLY60imJu9G8DSNaswQGRrM44xpGiTLIqS/nx9G5c7ewvWdRPpumRfVBkZJoQtVLNtHbTmNZuGsWmYmYencmilEX8lvYbv6X9hq/Ol7tD7+b1jq/Xy18l12il54pU0iul8GEvi4qCtUoqBQVv3+3GaxPcmvqSrhqr9TgV1Y8B4OKwDrW69q/UuzLuokwow0Xp0uCQYpCsJ6dWSMn1LmU9+frrZKxWkaeeOpfn5J796wG4NzjyYt0aBclJtmkUilKpJCZUy+EkMxaLgEbTMn+HBjoGsu2mbfRa24u+6/qSMi6FkmrxoiG597ftzUORfVmWeoQfTu2i0mrG3c6RsSEdGeAXXtOnuNpYy8rSWu/FQ237siLtCMtTj+Bt78xj7frXSqU/LDAKs83KvIR9GK1mwl28eCp6IJozkUYyzYMcZiwj0wwcLznOG0feYG32Wow26YHaVt+WJyOf5NGIR+vcmvlffDGP7syvKXjmm6Qh56gCL72STe/60b5V0zl1NhaSU6wOsGGveR69w4e1zu+u3F1TCLChIcVnmT96BQkrUwno4cPDeydctF14+DrS0oxUV4+tud92S77BLAhYxj3aoEy1DSUmZgOnT1dQVXVLk4z/zaoynphdxOzHPXn05pb9jPwt5Tcm7JiAj86H9HHpaC9SJFDm30FDvr9bprSWkfmXE+0WzZIbl1A5sZJVA1fR26s3CeUJPLHvCewW2DFg3QDWZ0u/5o1WgW7LU3jkjDhxVSjR/i2Jk3G9Hcj+Jfi6ECcAxZU+gA21stsF4gSgf6qUVv5KQooBrGYrCStTAbh34/iLtsvMNJKUVMnAgZ414sRktWIWBOxV6iYVJ9C0WzwADw91RqmA7/5u+ZmP7wy9kxkdZ5BnyqPH2h7NvRyZFoS8xSMj08zcHHgzNwfejFWw8s2pb/j69Ndsz9/O0I1D0SndqDY/iGgbB7jTpsyO05tFtGr47SVv7uh/YVXelkpR+QBEigE9Hs77LzgfnRCNDRvRdtENDik+y6KxKwEI7O2LndPFf4m/8orkHPt//3fOOfbBA9LWwhi/Vlc0d0NoSidZAI1GSZsADUdSzAiC0KKdpQHejHmTU4ZTLExdyPgt41l649LmXpJMC6Blf2plZP5DqJVqnop6ilNjT1F4WyFh9tMxWToiqj4D7QAUlfdxOmE1bYItZP0cfF2Jk/KqN7AK2wElHo55F5z/rPAzTphPoELFsfBjVzSHpdpK4to0AO7dMO6SbZcty8bLS0v37u41x5ZnpwDwY/fBVzR/Q2hKH5SzTLrRCasNlu5qWanvL8aC/gvo5tGNZRnLeOXwK829HJkWgCxQZGRaGLFFJlr9Vkhy6b1gnUNr82Y48gIildB3Kqd7R9JvS3u+jP8Sq2Bt7uVeFpN1B0bz2wC4Oe5Dra6dW6LUWsozec8AsKPVjiueZ+GoPwEI7u+H1uHi1pM//8ymosLGPfcE1xyzWq0YbVa0SuUlS903Fk29xQMwbYwUbvz1qpa/zXOW3cN3E2AfwKxjs/g58efmXo5MMyMLFBmZFsS03bl0XpZKhVVEo4DIZHuSlvvjmvkI+0YcYPWg1fTz6kdSeRJPHXgK+wX29Fvbj7VZa5t76XVitVZQVjkAAEftB2jVXS9oE3JayiQ7ST+JXo69rmgei8lK8gYpXPnutbdcsu3bb59EoYA33zwXqfPc0Z0A3OgVcEXzN5Sm3uIBcHJQEuKtZs/J6ss3biGolWriRsXhpHbigd0PsCPvygWrzPWPLFBkZFoAmRVm/Ocn8PnxUgDa6jRo1mo5GWdjWBd78n4NpnsbHSMCRrB9+HaqJlbxZfcvCXcOZ2fBTkZsGoHTAidu33o78WUXz6p5rSmq9AVENKqhONm/cMH5O9PvxCAacFW6Mi9o3hXPM//mFQCE3BhwSeuJ0Wjl4MFSYmJc0OvPtfsp9SQA83oMueI1NISmqsXzT27t44DJIrLlaNU1ma8xcNe5s2f4HpQKJYM3DCatIq25lyTTTMgCRUammfniWBHBi5LJqbKhBAZUOnBqkQKzGX542pO1b/mh1db+U1Ur1UyNnEr82HhK7izh2ahncdY480f6H7T7sx0+i314Zv8zlFSXNM9FAYWGjkAlCoUP7k7rLji/o2IHv5f/DkBKRMoVz2M2mkndnAnA3WtuuWTbt98+iSjCa6/VznNisFpQKxR46a5NgrtrscUD8MJ4VwA+Xlra9JM1ItFu0ay4cQUWwULnVZ2pMLfcpHMyTYcsUGRkmolys40OS5J5ek8BIhCkUxOwR8e29VbCfNWkfB/M5Jsun8PCVevKx90+Juf2HOLHxHN7yO1UWiv57ORnuP/uTtsVbfk8/vNr6q9SZnwMm3gUUOPukHnBeavVyo1pNwLwlc9XVxRSfJZ5w5cDEDo4EI3u0oGJP/6YhoODiltvPbeV838npIiibq7eV7yGhnKtgmp83dX4uKrYeuz6q8p7c+DNfNrtU0rMJXRe3bnJ6lnJtFxkgSIj0wysSCvH7dcEjpWYARhl70TOYiUZuQKPj9ST9F0wgZ4NzwIQ6RLJ7wN+p+KuCtYOXkt/7/4klycz7cA0dAt09F3bl9WZqxv7cmpRZV6KyTIHAA/Hk3XmFOmY0hEbNtrbtecJzyeueK7qCjPp23MAmLhy7CXbxsaWkJdXzZgxfrWOf5ZwBICfrkH0zlkkC8q1yZE5srsD5VUicSnXjy/KWZ6OeppHIx4lsTyRmzbe1NzLkbnGyAJFRuYaYhUEhq1J55b1WdhEcNMq6Z3mxMqFZnQaBVtn+fH1Y41ToGyY/zC2DdtG9cRqvu7xNRHOEewu2M3IzSNxXODIrVtu5XhJw6sEXwqrNRdDlZRe3ln3M2p16wvafFb4GfHmeNSoORp+9Krm+3WYVGgubGjwZa0nr7xyAoD33ouudbzQbEIJtHVxr6NX06BSXRsfFICXbpWied7/o/SazdmYzO41m0G+g9iUu4nH9jzW3MuRuYbIAkVG5hqxv6AK559P83eWlJdipIcj1pVqdh820z/ajrx5IQzoYN/o8yqVSh5v+zjxY+MpvrOY56OeR6/RszRjKe1Xtsfndx+e3v80xabiq56rqFKKyLFTT8LB7t4LzhdaC2tCine12nVVc1WXV5O5S6pAe9efoy/ZVhAENm7MJyTEgZCQc34mPyRLAq2d/tqJE5AEyrUqMtImUIuro5J1h68fR9l/sn7wesKdw5mTMIfP4z9v7uXIXCNkgSIjcw2Ysi2HHivSMNlAp1Jwl82F1d9bMJrgiynubHs/AAdd0/85umpd+bDbh+TcnsPpsae5M+ROjDYjX5z8Ao/FHrRZ3obPTnx2Rf4qBYYQwIxSEY6rY90ROa1PSxaVu/V3092x+9VcCj8Pkawn4SNC0Nhd2nry7bepmM0iU6eG1Tr++vG9AMztOvCq1tJQrnVi18GddBQZBNILWn7enLpQKpUcvvkwblo3njnwDGuy1jT3kmSuAbJAkZFpQlIMZrx+Pc23p8sA6O+lI3iPjoV/VeHvoSLhf4E8Oca1WdYWoY9g0YBFlN9Vzt+D/2aA9wBSKlJ45uAz6Bbo6LOmDyszV9ZrrJLK2xDEdECHlz6BVHMqedbaGWNvT7+9JqT416Bfr2rtVWXVZO+Txp+wfNRl23/8cQJqtYJp08JrHc8xGVEAfTz96u7YRFyrMOOzvDDOFbh+t3kAnLROHB55GK1Sy5jNYxp9e1Km5SELFBmZJuK9IwWE/Z5MYbWASgFPe7qx50eB01k27hvsRPqPQYT6tozKrTf538TWYVupnljNNz2+oY1zG/YU7mH05tE4LnBk/JbxF/1CqDTNwWxdAijwcJSSpY1MH0lEQgS/l0lhxDsqdvBH+R8ApEakXvV6fx68BIA2o1uh1l7aepKbayIhoZJ+/TxQq8898lZmpyACoQ7OV72ehnKtwozP0jNSh4OdghV7Kq/dpE1AiFMIG4ZsQBAFeq3t1SjbkjItF1mgyMg0MqUmK21+S2L6/iIAol21DMvS8/l3laiVCla96cNPz3i3yAJuSqWSx9o+xomxJyi9s5QX2r2Ai9aFZRnLaL+yPd6/e/PUvqcoMknXZrWeoqJaclx0sV+NWu2JVbRyuvo05UI5d2beyT3p99SEFH/t+zUuaperWqOx2ETuwQIA7vhj5GXbny0M+M47tZ1jp8VuB+CTmP5XtZ4r4Vo6yZ6lXzs7sopsFBuuz22es/Tz6ccPvX+gwlpBx5Udr4tyDzJXRst7QsrIXMcsSizFY14iCeUWFMBLrd3IXaJk9T4TXcO15M4L4ebu1yYZ2NWi1+r5oOsHZN+Wzemxp5kQMoEqWxVfnvoSz8WeRCwPI8sQhSiCveYZdNrhACSZk7By7ktjXvk8bNhorWnN4x6PX/W6fjljPWl7S9hlrScAS5Zk4e6uoW9fj1rHkyulGjVjA8Pq6takXOstHoCnz9Tm+Xh52TWfu7G5L/w+prefTlZVFn3W9mnu5cg0EbJAkZFpBMxWgf5/pnHXllwEwM9exTQ7Dz74pJKSCoF373XjwGeB6B2uzz+5CH0ECwcspPyucjYM2cANPjfwfvsUdCqR71Ng2Nbd/JkhFes7WX2yzjFSLCn8X8H/YRNtV7yOykIjubGFoIA7Fl/eerJuXS4Gg5VJk4JqHd9XmIsI+OkcrngtV0NzWFBu7u6IVg2/b7++t3nO8m7ndxkXNI79RfuZuH1icy9HpgloeCYoGRmZWuzINTJ4dTrmM4kuH2/jwq7FNj5NKcfLRcnmd/2JDmkZviaNwWC/wXRyeguLDcosOhZkhBFftpexW8Zir7IntHUoSiclArUzfwoIvJb/GmvK17AqZBUuqoZv9fw8aCkAUePDUakvL/ZmzIhHoYC33mpX6/jDBzdJ56N7NHgNjYFK1SzT0jXcjj2nqjGZBXTa61Msn8/SG5cS81cMC1MX0lbfljdj3mzuJck0Itf/J1RGppkQBIG7N2fRf6UkTpzVCr4I8+GHT03Eppi5ta8Dub8G/6vECUB51VtYhW0oFErCXEs4PuY4ZXeW8VL0S7hp3ThRfQJBrDstuRIl+6r2kWpJbfC8FflG8o8WgQJuWzTisu1NJiv79pXQvr0eV9fa/wbHDFKNoilh7Ru8jsagOSwoAI+O0COK8M0qQ7PM3xTsH7EfH50PM+Jm8FvKb829HJlGRBYoMjJXQEKZGfd5CcxPKgdgfIgjN+e78NQnJYiILH7Zmz+m+7ZIR9irwWTdgdEs/Up1ddyDWq3DaDVTZrHyVNuXSRmXRrRvNPzz+1cEBQom6SeREJFAjC6mwXP/PFDyPYm+I6Je1pN33z2NIMD06W1rHU+sKEVAxF1r1+A1NBbN4YMCcPdAR1RK+GljebPM3xRo1VriRsXhoHJg4o6J7C/Y39xLkmkk5C0eGZkG8vqBfN6JlcIbtUr4tosfL31cSm6JkehgDVtn+eHh8u/707JaKyirHACAo/Y9cqrCWJ+5g0NFGQhnYma1KhWnXBJq+ihQICKiKFMgZovMr57PKfdTvBz9MuNCxtV77vLcSgpOFIMCxs8bXq8+332Xir29krvuqu1/ct/eDQA8Hd5wkdRYnBUogiBcUxGrVCqJDtFyPM18zeduSrztvdk5bCfd1nRjwPoBJIxNINAxsLmXJXOV/Ds+nTIy14BCk5WQhYk14qSXl46Zem8mv15EXomN6be7cOyboH+lOAEoqvQDRDSqIRwpu433Yv/mQGF6jTgBKBBysWKGM4ducLiBvaF7sfa28m2nb2mnb8f+ov2M3zYehwUOjN08lriSuMvO/dNAKYdKh4lt62U9OX68jJwcEzff7HvBuX0lUoK3N5rJ/wTObfFYmyFC9r5BTtgE+HVTxbWfvAnp5NGJPwb8gclmovOqzlRZr9/U/jISDRYo27ZtY/To0fj7+6NQKFi+fHmt86Io8sYbb+Dn54e9vT1DhgwhISGhVpvi4mImTZqEXq/H1dWVBx98kIqKf9cfi8y/i59Ol+A9L5H0SitK4Pte3rBNw/SfSnFxVLLvU3/evc/jsuNcrxQaOgIVKBTe5Fl+5deEfYhnVIizxo5e3qF09QxmvfNHAKhEDeMqXuM33z/p4dADpVLJQxEPcXTMUQx3GpjefjruWnf+zPyTmJUxeP7uyeN7Hie/Kv+Cucsyyyk6WQoKGPfL0Hqt92zuk1mz/lEY0GTEKoro1ZorvxmNgFp9VqDU7avTlDw+Uo9CAXPX/nu2ec5yS/AtvN/5fQqrC+myqguCcO3vr0zj0WCBUllZSUxMDF9//XWd5z/44AO++OIL5syZw969e3F0dGTYsGGYTKaaNpMmTeL48eOsX7+elStXsm3bNqZMmXLlVyEj00SYrALdl6cweVseItDaWc3SmECefLOMPaeqGd7Vnrxfg+kWoWvupTYZZcbHsYlHARXuDlmsTD9aI05u9ItgVo9bmNy2NwH+ZRSrM1GLWh4o/REvcxTrM+MvGM9J68S7nd8l87ZMkm9JZlLoJCyChdkJs/H5w4fWy1rzwbEPMFvNAPw8SPI9ibk3sl5bEoIgsG5dPkFB9kRE1M4Se+9+aXvnnuDIq7klV83ZLZ7mECg6rZJwXzUHE6uv+dzXghfbv8j9re/npOEkozZfvgyCTMulwQJlxIgRvPPOO4wbd+H+sSiKfPbZZ7z22muMHTuWjh078ssvv5CdnV1jaYmPj2ft2rV899139OzZk379+vHll1+yaNEisrOzr/qCZGQaiw2Z5eh/Ps2BQulB/lZnDwblu3DLzHwsVpGfpnmyZqYfGs2/d6fUZF6ByTIbAA/Hk+RXV5JokLK4+tnrubN1NzRKFUbByB2Zd6BEyYHQQ+iUkoVib34qZtvF9zFCnUOZ128eZRPK2HLTFgb5DiKjMoOXDr+E/SJ7ui3pzomqE6CAsT/cVK81//hjOtXVAo89FnrBuU35mQB8FtO3QfehsTkbZmyxXMN89+dx5wAnzFZYue/fkRPln/zY50f6evVlTfYanj3wbHMvR+YKadQna0pKCrm5uQwZMqTmmIuLCz179mT37t0A7N69G1dXV7p161bTZsiQISiVSvbu3VvnuNXV1RgMhlovGZmmQhAExv2dyU1rs7CI4GGnZMfgIL77ysi368oJ91OT+kMw9w3RN/dSmxSrNZeyqlsAcNb9iFodTmZlSc35Ht6tUCokS8DQ1KEYMfI/v/8R4xhNR48AAKoFK/mm+m0l3OB7Axtv2ohpoonven1HtEs0R4uOMvfdD/nk6zcYu3UssUWxlx3no49Oo1IpeO65NrWOm6xWqgUBe5UKtbp5/YTO+qA0l0B5bpz02f3ir+s/q+zF2DZ0GyGOIXwa/ylzT81t7uXIXAGNKlByc3MB8PHxqXXcx8en5lxubi7e3t61zqvVatzd3Wva/JNZs2bh4uJS8woKCqqznYzM1XK8xITLLwksT5d8oh5qo+ddT19ueDqP9AIbT47Sk/BtMP4e/05H2PMpqgwBwE49EQe7+wEQOPeFqlFKZgBBEMi0ZjLYcTAPuj9Y6xxQy4m2PiiVSh6MeJDN7bfxwuPvcMcXk9F7ObMycyWdV3fG8zdPHtvzWJ3+KoWFJk6erKBPH3e0/0hE9tDBjQCM9mvVoPU0BSqVtLbm2OIBcHVSE+ChYueJf+c2D0ifo7hRceg1eh7b9xgbczY295JkGsh18ZSdPn06zz57zkxnMBhkkSLT6Dy7J5dPj5UCoFMp2DQ8kFe/LOO7uEKc7RWsnuFLv2j75l1kI7Mm4ziHCzPIrTKgVaoI03sxvlUnVNYOgBmlIow4w0z2J20gvaIY03nbNUeKsrgpMAqlUklyeHJN5lirYONY8bnt2vdj/ybQyY0JrbsS6uxZc9wi2FicfIgDBWlYBYF2bn5MDO+GXivd418HL0Vt0zCpyyR+u+0H0irSeD32dVZkrmBOwhzmJMwhzCmMh8Mf5tmoZ9Gqtbz2muTz8s/MsQDLslIA+L77wEa/jw3lrAXFZmseCwrA2F6OfLPKwO54E72j/p0+VHqtngM3HyD6z2hGbBzB8THHidBHNPeyZOpJo1pQfH2lkL68vLxax/Py8mrO+fr6kp9f+5eP1WqluLi4ps0/sbOzQ6/X13rJyDQWuUYrfvMSasTJ0AAHNvQIYvjT+WyOM3FDezvy54f868QJwOmyfG70b8PLMUN5uv0gbILA5oyp2IR0QIeXPgmzYCXazY8RQVJEjJdOcjxNMOSzIzcJkH6tqpVqRFFkaUosBovkFB/i5MarnUcQ6OjKF8c2YzCfc5b/PekgccVZTInqx3Mdh1BqNjInXqowXJBQTGlKOShh1OyBZ8YK4Zd+v1A2oYxtN21jsO9gMowZTI+djv1Ce7qv7s6vuzbg6qrhxhu9al2n1WrFaLOiVSpxUjf/l/E5H5TmizJ56TZXAD5aVtpsa7gWROgjWDNoDVbRSrfV3TCYZReB64VGFSihoaH4+vqyceM5U5rBYGDv3r307t0bgN69e1NaWsrBgwdr2mzatAlBEOjZs2djLkdG5rJ8c7wYvwWJ5JpsqBSw6qYAojMd6PdSLpUmka8e9WDLewH/iroldfF0+4H08QnD39GVICc3JoSe5EafeQiiCg/HDACGBEQyPCi6xvox2P+cb8evCXv5OG4DG7JOsjbjOG8dWs3G7FM15+9s3Q1/RxcmhfdAq1SzK08SNFVWMzvzkrk9tAuRrr6EOLtzf5teJBkKSTYUMu+m5QB0e7RDnZE7/X37s+GmDZjuMvFD7x+Ido3mYMFhjC+8SPmsexm1aRSHig7VtH/+6C4AbvQMaNwbeIU0tw8KQLCXGk+9kk1HTJdvfJ0z2H8ws3vMxmAx0HFlR6xCMySgkWkwDd7iqaioIDExseZ9SkoKsbGxuLu7ExwczLRp03jnnXeIiIggNDSU119/HX9/f2655RYAoqKiGD58OA8//DBz5szBYrEwdepUJkyYgL+/f6NdmIzMpTBaBXosT+F4qQWA/2fvrOPaPLswfEVIAoHg7lBX6u7edautvq2du7v7uu2ba6dtJ5V1dXd399Li7hIChBD5/giFspYqEOS5vh+/b7zyvCc0ed875znPfdq5KljWN4Dhr6dzPqWUAA8ZOz72JdSnYfXRuRpGYySm0sewIMEo/Qe53OOKx3X1CiFDr2NLmRA5n5/B+fzL60H6+jQhXGPNZEglElq4+BCjzQIgXpeDyWKmpWtF1tTHwRk3pQMnTseRH1+ARCph5Lf9rxqzVCrl3ib3cm+Te+nRdwP7Cjfj/fJ8VievZnXyatwUbtwZfCfzk1sAdsztNugm/jLVj7zMbM6WUzwAwzo68Pc2HZFJBpoHNOz3+sPNHyayIJIvz35J/w392TV8l61DElyDG/5aeOjQITp06ECHDh0AeO655+jQoQNvvfUWAC+99BJPPvkkDz30EF26dEGn07Fu3TpUqoq06t9//02LFi0YNGgQI0eOpHfv3vz888/V9JIEgquzJl6LZu55TueVIgF+7OnFS26eNH8wifMppdw72In43wMbmTgxkl3YGrCwPeNxgpzHVXmsRCJhYlhH7mnaDW/7y6dbg9SuAHT3rrzMV6NQkV829aM16JFLpDjIK/+NNXYqjj9mzXx0fbLddVuxGwxmDu7R0Uo/mOSJCcSNjeOesHswWUz8fOFnCopeAcNv/H7hm3J/FVty8WXZcooH4JU7rR2lP/m34a7muZQvOn/BCL8R7M7czb177rV1OIJrcMMZlP79+2O5SlW+RCLhvffe47333qvyGDc3N+bNm3ejlxYIbgmz2cyIdYlsSLFaYPs7yDhwezAPf5HNqoN5OCglrHzLi2Ed1TaOtPbJKfIFTBzJGcrw4I+vebxEIqGXTzg9vcOI1maRqS9AIpEQoHbBUa7k5QPLbiqO0owSzMeKkUolDPui73Wf9+mnkZhM8NJL1gLIYMdg5vaaC8BDB+bwS/RiJKYdvH7sdd489iYd3DrwYqsXmRgyEYmk9hv3VVjd2zaD0iZEaS0AP1Rk0zhqk1UDVtFmZRvmRM+hpaYlL7V5ydYhCaqgYU6sCwT/4Vi2HvXc8+Xi5OW2rqzqHkTbh1JYdbCYLk0VpP8Z3CjFSXZBf8zmLJKKwunqtxhXpcN1nyuRSGji7EkP7zC6e4USoHbF0U6JFAkFhsq1DVqDHmc7ayZVo1BhtJgp+k82o/i9VCRAt2cjbqiR3U8/xaFUSrn77qDL9i1NNYJ8GKdHRTOn5xzaurTlSM4RJu+ajP08e0ZuHsmh7EPXfa3qoMLq3rYCBWBAWxXpeSZSshtHXYZUKuXIbUfwUHrw8tGXWRq/1NYhCapACBRBg+fhnSl0WBqH3gROdhLOTwhDccGOjk8nk6cz8/EMVw58GYCjQ+P7OBQUvUepaTtFJif8HffioXK85THlUhlBTm6czatYzWe2WDiXl0aYxlrXEuzohkwi5VxehffRyUOxKPaWgFLC0E97X/f1IiMLSEoqZvhw7yuKmiyDHinQ0sWD6eHTOXb7MXRTdLzV9i28VF6sTVlLlzVdcFvoxoN7HySlqOYdrS/6oNi6BgXg+bEuQMNfzXMpKrmKo7cdRSVTMWHnhOsyABTUPo3vjixoNCTpDHj8eZ6fI63LCieFOhI7Jozxr6fz/oI8PDVSTv0QwMt3uto4UttQYtyLzvAuJoucEulS7JWO5BuKyTcUV7KnzzcUk6jLJbPMETa5MI9EXS6FpRUmX1+c2MzWS1bvDPZvwa60KPamx5BalM+8qIMYzEZ6eocBYC9X0Ms7jEUxR4jMSye+IIeFj65HYoGeT3e4oexJVY0BAWbHnAGgpZNbpe0OcgfejXiXhPEJxI+NZ0b4DCwWC79G/Yr/Yn9CloTwwYkP0BtrZoVLXVhmfJG+be1RKSQs2dMwbe+rIkAdwI4hO7BYLPRa3+uKxn8C21IvjNoEghvl0+PZvHzQ2jNGIYUtIwLJjAP/GYmUlMKE3moWvOR5Qw/ChoTRqCOvsBcSLPwV+xIxhelARap7erPu5WJiR+oFViWcKt/32YlNlx2Tpdehu0SwdPEMRleqZ0X8CbQGPQGOrjzVekC5CRvAxPBOSGIkzDq7E2NaCW6HSkAuYfDM6++TYzabWbMmDX9/FS1bXl6w++YZa/uMWZ36VzlGkGMQs3vOZnbP2ezN3Ms7x99hW/o23jz+Jm8ff5sItwheaPUCk4InVdv75eIUj8lULcPdMt2bK9l2Uk9BkRmnRpRJ7OLZhXm95zF512TarWpHwtgEFPLGUxxf1xECRdCg0BnMdFgaQ1SBNQPQy0vFlpEB3P1ZNv/sKkRpB4tf82Zcz8ZXa3Ip2YW+gAWFfDAvd5x51WNvD27H7cHtrnrMR11HX7ZtgF9zBvg1r/IcO6mMqU26MLVJF/7n8zOFQO+XOt+QCJg3Lwm93syDD17eGBAgpbgQCdDb8/osDHp49mD94PWYzWbmxc3j8zOfczTnKFN3TeXePfcywGcA77V7jy6eXa47xitxcYqnLmRQAJ4YpWHbST1frcjnzcmNK6M4KXQSkQWRvH38bbqu7cqx24/ZOiRBGY1HKgsaPIti83H+4zxRBUakwMKBvvzW0Y+gGcn8s6uQtsF2pMwNavTiJEsbAeiQSDxxc9xo63BIOpRGYXoxEpmEge93v6FzP/nkPFIpvPzy5fbla1PisAAhDk43HJNUKuWusLs4Ouoouik63mn3Dt723qxLWUfXdV1xW+jGA3sfuOl6lYoMiu1rUADG9nBALoN523S2DsUmvNXuLaaETOF43nHGbat6ib2gdhECRVDvMZrN9F4Rx8TNqZiBJk525N3TlLijZlo9mkRGvok3Jrlw4vtA3DSNO2mYX/QkJstxQIabQ80Xg14P80YuB6DPazeWPcnJMXD6tJZu3dxQqS7/d33q2A4Avmzf55bic5A78Hb7t4kfF0/iuETuDb8Xi8XCb1G/ldervHfivRuqV6lYZlw3MihSqZSIMAWRyaUYDHUjptpmXp95dHbvzNLEpbx29DVbhyNACBRBPWd/eiHq2efZnWF9OHzSxYOjt4cy+JU0Xp6di4tayqEv/Xj/brdrjNTw0RuWoy/9DgB39TnkctuLtYT9KRRl6pHKJQx8r+cNnfv222ewWODdd1tecX90obU4enRA2C3HeZEAdQC/9/yd3Mm57Bu+j2G+w0grTuPt42+jnq+m46qO/B3zN2bz1R/yda0GBeCBoRosFvh1Q4GtQ7EZe4fvxd/en5mnZjI3aq6tw2n0CIEiqLdM25JM95WJGCzgoZSRPCWcCJM93nfHc+B8CSM725P+VxAdm9i+OZytMRrTyC8eA4CT6nfk8ia2DaiM+betBKDvW11v+Nx58xLRaOQMGeJ92b6D2elYAF/V9Xu63CjdPLuxbvA6iqYU8Vevv2jv2p7juce5a/ddOMx3YPim4ezP3H/Fc+taBgXg/iGOSCXw+8bGK1DkUjknRp3AUe7IfXvvY1e6sMO3JUKgCOodsVoDznPPMy/GeiN9pIUz6dPCefPXPIa9lU6p0cLcZz1Z/Y5vec+Txk52YQgACvkkHJR1w+I7bmcSxdnW7En/N2+s9mTXrixyckqZODHgivsfOLwFgLdb3Vox6/UglUqZFjaNI6OOUDilkHfbv4uPvQ/rU9fTfV13XBe4ct+e+0gqTCo/py4ZtV1ELpfSIsCO47GGa2aAGjJuKjf2Dd+HVCJl0KZBxOvibR1So0XcvQX1ircOZRD2TwzaUjP2MgknxgbzSlMPQu5P5PeNBTT1k5MwO4h7Bt14YWRDJVMbApQglYTiql5g63DKWTBmFQD9370xcQLwxhtW75MPP2x1xf2ntTkAPBze9iajuzlUchVvtXuLuHFxJI1L4v4m9yORSJgdPZvAJYEELwnm3ePvYpJaHXTrUgYF4K4BjhjNsGhX4/JE+S+tXVuzYsAKSs2ldFjdAZ2hcRYP2xohUAT1gjy9kaB5F3j/mPXBMyJAjW56U3buMxD+YCKJmSaevkPD+Z+D8HGzfW1FXSG3cBJmSzygxFMTY+twyondlog+pwSpnZS+r93Y9I7RaGbXrhyaN3fEy+vy6bsYXR4miwU3O2V1hXtT+Kv9+bXHr+RMyuHA8AOM8BtBenE675x4h+n6ljDtd3bpV9epbMWTo6zNA39Yo7VxJLZnhP8Ivuz8JbmGXCJWR9Spf6fGghAogjrPH+fzcPsrisQiEzIJbBjuz5KB/gx8LY3Hf8zGQSlh16e+fPWQh61DrVMU6X/DYPwHAHd10jWOrl0WjrVmTwZ+0OOGz/3iiyhMJgvPPXflOpp7DmwG4KkmV/duqU26eHZhzaA1FE0pYn7v+YSaI6Dbbn51eAL7+fYM2zSMvZl7bR0mjg5SQrzkHIi0fcfnusDTLZ/m0aaPEq2LZsjmIbYOp9EhBIqgzmIwmum0NJbpO9KwAO3dFBRNb4Z9vhyvafFsP6Wnf1sVGX8H06uV/TXHa0wYjZEUlDwAgLP9SuTyuiPeojfGo88zILWT0vulzjd8/g8/RKNQSHnggZAr7t+fY+3v83abbrcSZo0glUqZHDqZb7xXwDM/c7v2Vfzs/diQuoGe63rissCFe3ffS6Iu0WYx3tnLAX2phc3HG0+H46vxQ/cfGOgzkC1pW3h036O2DqdRIQSKoE6yPUWHeu55jmSXIAF+7e3NsXFhvPR7Dn1eTqWoxMIPj7mzdaYfKoV4G1+K0Wgku9Dal0Zl9xQqxSgbR1SZfyasAWDwJze2rBggNlZHfHwxgwdfuU1Blr4Io8WCk9zuluOsSWQyCZhlDDHfT+y4WJLHJ/NgkweRSWTMiZlD0NIgghYH8faxtyky1q5QeHG8CwBfLsuv1evWZTYO2kgTpybMujCLr89+betwGg3izi6oU5jNZkZvSKT/miSMFvB3kJF9VxNGejnR9MEEvl6hJchTRvQvgTw60tnW4dZJcor8ABMySQecHerWzTRydQwl+QZkCik9n+10w+e/8oq1OPaTT9pccf/0g9Y+QXcFVW2xXxews7vYzdha1+Dn4MfPPX4me1I2B0ceZKT/SDL0Gbx38j0c5zvSfmV75kbNrZU6CC8XOT6uMrafqplGifURqVTK0ZFHcVW48uyhZ1mbvNbWITUKhEAR1Bkic/U4zb3AigTrCoLX27uRNLUpK3YXEXxvAlGpRu4f6kTsb4EEe9ftb8i2Ikc3GIslE3DEQ3PE1uFcxuIp6wAY8r+bc3dduTINHx8lbdpcWZxuzrDW2nzTvvfNBVhLXPRBuZLVfWf3zqweuJriqcUs6LOAjm4dOZV3ihl7Z2A/354hG4ewO2N3jcY3qosDumILx2JKrn1wI8FR4cjR246ikCq4Y+sdnM49beuQGjxCoAjqBM/uTaPF4jiKTBY0dlLiJoXxTgcPbnsnlRlfZmEnl7DhPR9+farxdiC+FrriDyk1bQYkuKszbR3OZZxdEY2hoBSZUkr3pyJu+PyFCxMpLjZx333BV9yvNxopMZuxl8nqhEvu1bgeJ1mJRMKkkEkcuu0QxVOK+SjiI/zt/dmUtone63vjssCF6bun14hPxysTrALw03/zqn3s+kywYzCbhmzCbDHTfV13cvQ5tg6pQSPu9AKbYTJZyNIb8f7rPF+dzgNgSpgT+dObkZ1uxuuuBNYcKqZbcyXpfwYzpGPNuYLWd0qMeyk0vAGAi3o3cnndc89dMm09AEM+73tT58+caW0M+PrrLa64/6I52+2+ITc1fm1SYdR2fVM2CrmCV9u+Ssy4GFLHp/Jw04eRSWT8EfMHIUtDCFwcyJtH36y2epVwXwWujlI2HC2ulvEaEr29evN7j9/RGXW0W9UOo9lo65AaLEKgCGxCao4Rl8dj8JwbRYbejEIK+24PZN5Af974M4fOz6aQX2jm03vd2Pe5P44O4q1aFUajjrzCXgCoFe+jlN/40t2a5vTiC5TqSpEpZXR/vP0Nn6/VGjhxIp9OnVxxcLhydmRpstXn5bcuA24p1trgosPxzXQz9nHwYVb3WWRPyubwyMPc5n8bWSVZfHDqAxznO9JuZTtmR82+5XqVwRH2ZBeYiUsTS47/y/Qm03m1zaskFyfTc92NF3sLrg9x1xfUOnqjmVZzY9F1KgUpRKiVFM9oRlN7JW0fT+TDhXl4O8s482NA+YoCQdVkF/oCFuxkA3G0f8PW4VyRZdM3AjDi65vLnrzzzjksFnjnnSs3BjQajRSZjCikUhzrYPbov1ycgboZgXIpHd07smrgKoqnFrOo7yI6uXfidN5p7tt7H6r5KgZvHHzT/WReGm+d5vlksVjNcyU+6vARYwPHcjD7IFN2TrF1OA0SIVAEtcqahALUs8+T52gCPUi2yinaJmfBjiL8pidwKr6UyX3VJP8RSPMAha3DrfNkaSMAHRKJJ26Om20dzhU5ufAcpYWlyFUyOj98c+Zpf/6ZgJOTnJEjfa64/6WTVpOzvh5+Nx1nbXIrGZSquDP4Tg6OPEjxlGJmRswk0CGQzWmb6bOhD84LnLln1z03VK/SuakKtUrCiv3CD6UqlvRfQnvX9iyIW8C7x9+1dTgNDiFQBLWC2Wxm0JoEbtuQjBkgQQIb7LBopZxPLmXaZxlIkLDsdW/mv+QtCmGvg/yipzFZjgMy3BxSbB1Olay4zyqcRnzX76bO378/m6wsA+PGVS0+fo87A8Cf3Qbf1DVqm4sCpSaaBSrkCl5p+wrRY6NJvzOdR5o+gp3Ejj9j/yRkaQgB/wbw+tHXr6u/TO9WKlJyTORoRZ1FVRwYfgAflQ/vnHiHhbELbR1Og0I8BQQ1zsnsIhzmXGBLShFYgN0yOGoHFkml43572p3RPdS2CbKeoTesQl/6DQDu6rN1dtXK8b/OUFpkRG4vo9P9N9e47/XXreLjo49aV3lMvrEUmUSCj8rxpq5R29jZVb3MuDrxsvfix+4/kjUpi6MjjzIqYBTZhmw+OvURmoUa2q1sx28XfquyXuXpOzQAfLZUTPNUhUKu4Pio4zjIHJi6ayoHMw/aOqQGgxAogmqlxGRkV1oUnx3fxGsHlhOxeC/tlsZTYrbgoZQyNFWDPEd22XkSCTz2QzbJWeKb2rUwGrPIL74dACflL8jlTW0cUdWsfMi6smbUjwNv6nyj0cz27Vk0aaLGz+/K7QxmnjkEQCcXz5sL0gZULDOuWYFyKRHuEawcsJLiqcX82/dfOrt35nTeaR7Y9wCq+SoGbhjI9rTtlc4Z0VmN0g7+2dm4uxtfCy97L3YP241EIqHvxr4kFdat3lf1FSFQBNVGrDaLNw6u4M8LBziek8Pnp8I4nusKQCtNOtM9s9hwQM+VVlZaLFBQbGHaZxmYzbV3066PZBcGAKCQT8RB9YCNo6maI7NPYyw2IbeXEzG91U2N8d130RiNFp5++sqNAQG+uHAMgD+61I/pHaiY4rHVe3188HgOjDxA8ZRiPunwCUEOQWxN30r/jf1xXuDMXTvvIrYgFoDOTZXEpBkp0otuvlcjwj2Cxf0Wozfp6bC6A8VGsUT7VhECRVAtJBfm8dWpLWhL9RzN8uSv6LYYzHbIJCYmBJ+mt28ysxc6YZ3jqYydzJpBMVtgzzk9ablXca9q5GRqw4ASpJJQXNV1e757zWNbAbj9l0E3Pca330ZjZyfhscdCqzwmy6BHCjR3drvp69Q2FT4othXjCrmCl9q8RNTYKNLvTOexZo+hkCr4O+5vwpaF4f+vP65dfsQiNfD9aq1NY60PjA4czScdPiGrJIuOqzvWSmuChowQKIJqYVHMEXSlRuZHt+JgdgAgYWSgA4XTm/F0247s3RhGTqYaqKg7cddI6dtaxYPDNXz7sDubP/QlaU4wfu51s57C1uQWTsFsiQWUeGpibB3OVTn0y0mMehN2DnLaT7uysdq1SEgoIiamiIEDq3YPnhNjrU9p6VR/xAlc2oun7mQLvey9+L7b92ROzOTYbce4I+AOcg25rNJ/CKO78WbcRH4+/7N46F6Dl9q8xL3h93JOe45RW+tWo876hngSCG6ZtCItqxKK2ZzaAZAgk8DGEYEM8FOTqzPx1Ww1J4944eBYQruuqUQ0kfHRwN64Ol5eiyK4MkX63zAYFwDgro6zbTDXwdonrbUMt5I9efXVU8DVi2PfOLMfgFmd+t/0dWzBxSLZuvqsb+/WnuUDlgOwLGEZ0xbMpchlDw/v38gTB56gl1cv3mz3JgN9bq62qKHze8/fOa89z9qUtTx78Fm+7PKlrUOql4gMiuCWsC4fTmFzahgAYY5m9Pc2Y4Cfmi+W5tH6sUQ2HStm4ctevPhiDO26pGF2TUalqqN35jqI0RhFQYm11sTZfhly+ZW9QOoKB74/hqnEhJ1aTrupN5c9AVi+PBUvLyUdO7pWeUxKcSESoLdn/fA/uYgtimRvljFBY/io+WxYuYuJqs8JdgxmW/o2Bm0chGa+hmk7pxGjrdsZPVuwY+gOgtXBfHXuK36K/MnW4dRLhEAR3DQHMopQzTnPmTzr732941g02Am5VEpxiZkXZ+eQmmMmzEfGusNFFGVWpOFLTKW2CbqeYTQayS60PuRVdk+gUoy2cUTXZv3zVufS0bOH3PQYS5cmU1hoYvr0oCqPWZcShwUIcXC66evYipowaqtJHh2hQYKM+H2TuDDmApkTMnmi+ROoZCrmxc0jfHk4/v/68/KRl9EaRK0KgFQq5cSoE2jsNDx64FE2p9ZNI8W6jBAogpti8uZkuq1IoNQMniqYEX6cFi65xBVkA2CvlHLoC3/mPOOBu5Oc2Zt0/O87b2Z/0YX1i5txMrp+3JhtTU6RH2BCJmmPs8O3tg7nmuz75iimEhMKRzvaTGh20+N8+GEkEgm89daVre0Bnjy2A4DP2ve66evYClnZ7KbJVD8yiQqFlCa+dhyJLsFsNuOh8uDbrt+SMTGDk6NOMiZwDLmGXD49/SkuC11ovaI1P0X+1OjrVTQKDYdGHkIulTNi8wguaC/YOqR6hRAogityPj+D705v46X9S3l45zyOZSUCkKAtwWlOJAtjC5BiZlRAAhNCjqGQW29EO9OiyC2xWmN3aKJk+mANGz7w5Z+PTbSMSEetKSExxoW+L6Xjef8phn94gb1n9eXXtVgsrIg7wYv7lvDE7oV8eXIz6cWN8xtZjm4wFksm4IiH5pitw7kuNrxgzZ6M+WPoTY+h0xk5ciSPDh2ccXSsukwuutD6vhgXUPUS5LrKxaJfUz1asDa5r5pSI6w6WHn5bBvXNiztv5SiqUUs77+cbh7diNRG8siBR1DOU9J/ff9GnT1oqmnKukHrMFqMdF7TmXyDML27XoRAEVwRg8lIgNqVKeGdy7e9fjCD4H9i0RkteChLeLpVNJ91b8+7nUcR4midvikyGvjk2AZ2pF4gR19Ioi6XhdGH2Jx7iD7DYpn4wAm+fCub+0bYoZRL2XhAQs8XU3C6M5Y73kvlu72n2ZISybSmXXklYihKqZxvTm2l1FyP7uTVgK74Q0pNmwEJ7upUW4dzXez+/BDmUjMKJztajb150fD++2exWOCNN6quXzmcnY4F8FE63PR16gL1yfPnuTFWV9lvV1b9gL0j8A72jtiLfqqezzt9TqhjKNsztjN402Cc5jsxZccUorRRtRVynWGgz0BmdZuFtlRL+1XtMZqFIeX1ILFYLPXnE1KGVqvF2dmZ/Px8NBqNrcNp8DywYz7rk9uRVGjNS08Ld6Kp5hidPYO4LchqX641FPPKgeWYLFdP6bopHfioy2gkEmuR4Jt7NnL6uBt793iU+5+4uJTSu6mGVya40LGZjBf2LWFGs+508QqpuRdZhygxHiSvsCsALuo9KOU9bBzR9fGe4lvMpWYmLR9FyzvCb3ocb+/VFBYa0emqrreJ2DCf4/nZ/NixH4+E35yFvq2RSJYwcaI/Cxd2s3Uo103QjHiytGaKllTtS/NfsvRZvHfiPRbELSCzJBMAX3tf7gq9izfavoFG0Xju4c8deo4vz35JL89e7Bp+c12m6zs38vwWGRTBVZl9Lpe/otqSVChDIYXDo4P4a4A/YRoPjmcnk1tShMViIbVIi0wiJUDtcsVx5BIpKpkdA/2al4sTgC7+3nTolk7qn8Ec/9mNAaMu4CCXs+pgMb1fSsVzcjIndoey6VxWLb1i22I06skrtD6w1Ir36o042THzIOZSM0qN4pbEyZEjuWRklDB6tO9VjzulzQGot+LkIvWlSPYiY7qrKTZY2H3m+l1SPVQefNP1m/J6lbGBY8k35PO/M//DZaELrZa34sfIHxtFvcoXnb9ghN8Idmfu5t4999o6nDqPECiCK2I0m2m/JIb7dqVTYpbRw9NM8YxmdPS0ptQnh3fG18GZVw4s47HdC/jm1FamNunMmx1H8lrEcAb6NaO9ewCdPIIYH9qBT7qNodRswllRuZ+Kxk5FvsFag6J2LKVp62zO/OxH0pwgHr9Ng8Zeyp7d7rz2qRuO42MZ9W4qu043XAvp7EIvwIJc2h9H+zdtHc51YTab2fbWXgDGLxh+S2O99tppAGbObFPlMTG6PEwWC252ylu6Vl2gvj2TX7rTBYDPb7J5YBvXNizpv4TCqYWsHLCS7h7dOV9wnscOPIZynpK+6/uyMWVjNUZc91g1YBUtNS2ZEz2HT099autw6jTCqE1wGdtSChm8NhGTxapgxwWf4fUOXSu5eW5NOU9sQRaPteqLu0rNhfwM5kcfwkXhQEtXH4Jv0dnT30POd4968N2jHnx+eBe7Dio4sMeb1QeLWX2wGLVSQr+2Kl4e70LftlduIlffyC7oCBQgkXjg7rTV1uFcNzs+PIjZaEHpoqDZiOtP/f8Xs9nMli2ZhIY6EBRUdW3J9APWgsunmrS76WvVFepTDQpAgIccT42ULcdv/UvCqIBRjAoYhdFs5Ltz3/Hj+R/ZmbGToZuH4ih35Db/23g/4n2aaupuM8ybQSqVcuS2IwQuCeTloy/T1KkpY4PH2jqsOonIoAgqcdv6BAassYqTJk52FM9ohpuqpNIxBpORZXHHmRDWkfbuAQSoXRng15zOHsFsSD5b5dgahQptqb7SNm2pHmeFyrrfzio0tIbKx1jkeiYPkZL8RzApfwTxxCgNzmopaw4V0+/VVNTjYxn5dio7TtbfzEp+0TMYzUcBGW4O9aMoFqyiYsd7VjfXO+ffWvZk1qxYSkstPPnk1aeI9uWkAfB2m/pTu1EV9W2KB2B4JwfyiyycTTRUy3hyqZxnWj1D5JhIsidk83SLp3GQO7AwfiHNljfDd5EvLx56sUH5q6jkKo6POo5KpmLCzgkcyz5m65DqJNUuUEwmE2+++SahoaHY29sTHh7O+++/z6W1uBaLhbfeegtfX1/s7e0ZPHgwFy6I9eG25EKeHofZkaxJtC4R/qKrJxcmhaOQX/4WMVksmCxmJJf01QGQSiRcreY6zMmDc3lplbadzU0jzMkDAA+VGo2dqtIxxcZSYguyyo/xdZPz7SMeJP8RTOofQTx1uwYXtZS1hyvEyoi3U9lWj8SK3rAWfenXALirTyOX15/E5tZ39mM2WlC5Kmk6/OazJwBffhmFXC65qkDJ0hdhtFhwktvd0rXqAhJJ/RQoL5dN83zyb161j+2mcuOrLl+RPiGd07efZnzgeLSlWj47+xkuC11oubwl30d+3yDqVfwc/NgxZAcWi4Ve63uRUZxh65DqHNUuUD755BN+/PFHvvvuO86ePcsnn3zCp59+yrffVphMffrpp3zzzTfMmjWL/fv3o1arGTZsGHq9/iojC2qKJ/ek0uzfOIpNFjyUMjKnhvFoaw2JulwSdbkAZJVYlwzn6Auxl9vRzNmLxbFHicxLJ0uvY096DPsyYungHlg+7uzIPSyNPVb++yD/5pzOTWVj0lnSivJZGX+CeF0O/f2shl4SiYRB/i1Yk3iK49lJJBfmMfv8XlyU9kR4BPJffNzkfP1whVh5+g4Nro5S1h0uZsBFsfJWKltP1F2xYjRmkV88EgAn5U/I5c1tHNH1Yzab2fXRQQDuXHhr2ZOUlGKiogrp18+j3GX1Skw/uAmAaUH15+90NerbFA9A62AFGgcJaw8V1eh1Wrm04t/+/1I4tZDVA1bTw7MHFwou8MSBJ1DOU9JnXR82pGyo0Rhqmi6eXZjXex5FpiLarWqHwVg9WamGQrUvMx41ahTe3t789ttv5dvGjx+Pvb09f/31FxaLBT8/P55//nleeOEFAPLz8/H29mbOnDlMnjz5mtcQy4yrh5xiA83+jSO7xPpt5LGWLnzfy9rnJTIvnS9OXm6u1MMrlBnNe5BvKGZp3HHO5qZSaDTgplTTxyecwf4tylfpfH5iE+5KNTOaV6xEOZyZwPL442TrC/Gyd2JcaARt3fzL91ssFlbGn2RnWhRFRgNNnD2ZGt4Fb4fr/3dOzzXy8aI8Fu0uJDnbunTZXiGhbxsVL413YWD7ulOzkp5vD+hRyO/EVb3I1uHcEBtf283umYewd1PycvYjtzTWjBmHmDs3gX37+tGtm3uVx6kW/0CJ2Uzp2EfqVabpSkilSxg82JMNG/rYOpQbZsz7aSzfX0Ty3KBa7T5uNBv5IfIHvj//Pee15wFQy9WM9B/J++3fp7lz/RSu7514j7ePv017l/Ycu/2YrcOpUW7k+V3tAuWjjz7i559/ZsOGDTRr1ozjx48zdOhQvvjiC6ZNm0ZMTAzh4eEcPXqUiIiI8vP69etHREQEX3/99WVjlpSUUFJSUQeh1WoJDAwUAuUW+OZUNk/vs3oS2MsknBwXTLizysZRVT8ZeUZmLsrj312FJF0iVvq0VvLSeBcGRdjO6CtTG47ZEoNUEoynJs5mcdwMZrOZ9xXfYTFZuHvTGMIHBd/SeBrNChQKKVlZVben1xuN2C+dhb1MRtG4R2/penUBmWwJ/ft7snlz/RMou04X0+flVJ65Q8OXD3nYJIbcklzeO/Ee8+Pmk65PB8Bb5c200Gm82e5NXBQuNonrZpm6cyrz4+YzNnAsS/ovsXU4NYZNfVBeeeUVJk+eTIsWLbCzs6NDhw4888wzTJs2DYC0NGt9gbe3d6XzvL29y/f9l5kzZ+Ls7Fz+Exh4ebpfcH0YjGaa/xNdLk5GBqopurd5gxQnAF4ucr580IPEucGk/xXEc2M0uGukbDiqZ/AbaTiMi2XYmylsOlqz6er/klc4DbMlBlDUO3ECsPHlXVhMFuzdVbcsTtasSaOgwMjdd1/9c/3Q4S0A3OYTckvXq0vUxykegN6t7bFXSFiyt9BmMbgqXfmyy5ekTUjjzB1nuDPoTnRGHV+c/QLXha60WN6Cb89+W29cW+f1mUcX9y4sTVzKq0detXU4dYJqFyj//PMPf//9N/PmzePIkSPMnTuXzz77jLlz5970mK+++ir5+fnlP4mJidUYceNhdbwW+znnOa8tRSaBrSMDWD2s8Yg9Lxc5nz/gQeKcYDL+CuL5sRViZcibVrEy9M0UNh6pWbFSVDKHEuM8ANzV8TV6rZrAbDaz74tjAEz4d8Qtj/fuu2eRSODdd6tuDAiwODkGgNldB9zyNesCEomk3goUgB4tlCRkmtAW2b5gtaVzSxb1W4Ruio41A9fQ27M30QXRPHXoKVTzVPRe15u1yWttHeY12TN8D/72/nx8+mPmRt38M7OhUO0C5cUXXyzPorRt25a7776bZ599lpkzZwLg42OtcUhPT690Xnp6evm+/6JUKtFoNJV+BNeP2Wym/8p4Rm1MwQxEuCkw3NuM/n6Otg7NZni6yPnsfqtYyfzbKlY8NFI2HtUz9K007MfFMuSNFNYfqd5viEZjFAV6q4Okxn4pcvmV3/N1mfXP7cBituDgaU9Y/6BbGquoyMihQ7m0a+eMRqOo8jij0UiRyYhCKsVR3nCyffV5McoTo5wB+HJZ3Wp+N8J/BDuH76R4ajHfdvmWpk5N2Z25m5FbRuI4z5E7t9/J2fyq7RBsiVwq58SoEzjKHblv733sSm+cdvgXqXaBUlRUVMnQC0Amk5UvCwsNDcXHx4fNmysKMLVaLfv376dHj/ph612fOJ6tx37OebanFyMB5vT14ei4sMv+jRozHs5WsZJQJlZeGOeMl7OUTcf0DH8rHfuxsQx+PYW1h25NrBiNRrILrQ3wVHaPYq8YUw3R1y5ms5kD354AYOK/I295vI8+isRshtdea3bV4146aXWq7evhd8vXrCtIJPV3igdgdHd77GQwf7vO1qFcEblUzhMtnuDs6LPkTsrluZbP4WTnxOKExbRa0QrvRd48e/BZcktybR1qJdxUbuwfsR+pRMqgTYOI19W/LGt1Ue1Pqdtvv50PP/yQ1atXExcXx9KlS/niiy8YO9bqlCeRSHjmmWf44IMPWLFiBSdPnuSee+7Bz8+PMWPGVHc4jZoZ25OJWBqHwQz+DjJ0M5oxvZmLrcOq03g4y/nffe7Ezw4ma14QL41zxstFyubjeka+YxUrg167ObGSU+QPmJBJ2uLs8EP1B18LrHlyGxazBbWXPSF9A255vN9+i8PeXsbEiVefavw97gwAf3YbfMvXrEvURx+Ui0ilUiLCFJxPKcVgqNupIBeFC593/pzUCamcu+McE4InUGgs5KtzX+H2jxvNlzfn67Nf15l6lVYurVgxYAWl5lI6rO6AzlA3RWBNU+0C5dtvv+XOO+/kscceo2XLlrzwwgs8/PDDvP/+++XHvPTSSzz55JM89NBDdOnSBZ1Ox7p161CpGk7q1pZkFBlwmRvJ3AsFALzR3o2kqU1xuIq/hOBy3DVyPikTK9nzgnhpvFWsbDlRWaysOXhtsZKjG4LFkgGo8dCcqPngawCT0czhWScBmLS06tU218uJE/mkpZUwatS1p7nyjaXIJBJ8VA1nWtKaQbF1FLfGA0M1WCzw8/oCW4dy3TR3bs4/ff9BN0XHukHr6OPVh5iCGJ459AyqeSp6revFmqQ1tg6TEf4j+Lrz1+QacolYHdEgzOlulGpfZlwbCB+UqvnwaCZvHM4GQGMn5ez4EPwcq57bF9w4OVojny7OZ8HOQuIzrN+4lHbQs6WK58Y4M6qrutLxuuJPKDS8AkhwV2uRy+vnQ3bFw5s48vNp1D4OvJj64C2PN2rUHlavTiM6eihhYVX/TT45d5hXTu6lq6sX+wdPvOXr1hWUyqW0bevMoUMDbR3KTWM0mlGOjaN9qIIj39x6Rs1WmM1mZl2YxbfnviVSG4kFCw4yB4b7Dee99u/R2rW1zWJ7bN9j/HjhRwb6DGTzkMu9qeobNvVBqQ2EQLkcvdFMs0UxJBZaH5hTw5z4e6D/Nc4S3Cq5BUY+XZLP/O2VxUqPFiqeG+vM0I5nyCvsCoCzehcqeS9bhnvTmIxm3ld8Cxa4f+8EArvfWi2I2WzG3n4FPj5K4uOvvhLIc/mvZBn0nB06hRbOVZu41TeUymW0bu3EkSODbB3KLdHmsUTOJZViWBbSIGrb8gx5fHjiQ/6K/Ys0vdX6wkvpxeTQybzd9m3cVLfWCPVmGLRxEFvStvBI00f4sfuPtX796sSmPiiC2mdBVD4Oc86TWGhEIYXDo4OFOKklXJ3kzJzuTtzvQeQuCOLVCc74usrZdlLPmA+SiU4dhsUC55Pfq7fiBGDVw5vAAo6+6lsWJwC//RaPwWDmscfCrnlslkGPFBqUOIGGMcUDcNcAR0xmWLjTdp4o1YmLwoX/df4fqRNSOT/6PJOCJ1FkKuKbc9/gvsidZsua8eWZL2u1XmXjoI00cWrCrAuz+Prs5WamDRWRQanHmM1mui2P51C21WW3t5eK7aOCGsS3mPpOns5Ick4Q7ppUvlz6GJ8ufh6lHXRvruTZ0S6M7qG+9iB1BKPByAeq78ECDxyYRECXW18a3aLFBqKiCtHrR1+1987c2DPMOLSFVk6unB4+7ZavW5ewt19G06aOnDhRvwt/i/RmHO+Mo3drJTs+abhfjDambOSDkx+wJ3MPRosRmURGV/euvNr2VW4PuL3Gr68z6AhaGkSeIY/VA1czwv/WPYhsgcigNAL2phehnH2eQ9klSIFlg/zYeUfDSLE2BEyWbng4pyKVuPPaxG94faIzfm5ytp8qYcyH6SjHxNDvlWSW29CJ83pZ8aA1e6IJUFeLOMnI0BMZqaN3b7erihOAN07vB+CnTg3DnO1SJBKof18PL8dBJSXEW86B8yXXPrgeM8RvCNuHbadkagk/dv2R5prm7Mvaxx1b70A9T83YbWM5lXuqxq7vqHDk6G1HUUgV3LH1Dk7nnq6xa9UVxNOsHjJ+YxI9VyZgtEC4k5yS+5oxOrTxZpLqGtqi5zCajwAy3NRpOKtlfHCPOzG/BZH/TwhvTnIhwF3Ojv+IlaV7CutcpX6p3siJPyMBmLyser4lvv66dcnwBx9cXnho/s8TO7m4EAnQ27Ph+J9cpL47yV7KhN5qSkqpcRfmuoBUKuWR5o9w+o7T5E3K46XWL+GscGZZ4jLarmqL1z9ePHngSbL0WdV+7WDHYDYP2YzZYqb7uu7k6HOq/Rp1CTHFU49I0BpotSSWQqP1n+yLbp4827ZhzcvXd/SGdeQXW1Ov7upzyOVVd1fVFpn5bEkef2/TEZNmnc9WyKFbcyVP3+HC2B72Ns+I/Tt1Lafmn0cT6MhzCfdXy5guLiuQSiXk5FQWPMuSY5i0bx0DPP25M6AJapmcqQc2EuLgROxt06vl2nUJR8flBAbac/bsUFuHcstk5RvxnJbAiE72rHnX19bh2IQobRRvHn+T1UmrKTBal103cWrCI80e4ekWTyOXVl/X57nRc5mxZwb+9v7EjYurNHZuSS4GswFve++rjGA7xBRPA+TF/ekE/xNDodGCu1JK7l3hQpzUMYzGLPKLre6qTsofrypOADQOUt67y43oX62ZlbemuBDoIWfn6RLunJmO/bg4+ryUzOLdOptkVkr1Rk4tsLa0n7y8erInGzemk59vZOrUKxuzGcxmNqYn8tDhrUw9sBGAgZ7+JBbVH5+N66WhFMmC1eDQ11XGztN6W4diM5pomjC/z3y0U7RsHrKZ/t79idPF8cLhF1DNU9FjbQ9WJK6olmtND5/Oq21eJbk4mR7rKhzYD2cfptnyZty25bZquY6tERmUOo7OYKTJP7Gk600APN7Sme96Nc5vKHWd9Hx7QI9CPg5X9eKbHqegyMznS/P4a5uO6FRrZsVODl2bKXnmDmfG9XSolczKokmrOf1PFM7BTjwbd1+1jNmr1zb27MkhO3sUbm6V/XnOaXNpuf7vy86RABYgwsWDl5p3ZErQ1W3x6wsazQq8vZVcuDDM1qFUCw99m8kv6ws4/JUfHZsI002wLmT4NepXvjn3DWfyz2DBgr3MnqG+Q3k/4n3aura9pfHHbRvH0sSlTA6ZzNSQqUzcMZESs7UWKHtiNq5K1+p4GdWK8EFpIMw6k8OjezIAsJdJODkuhHBnpY2jElyJTG0TzJZopJIgPDXV1ztDV2Tm82X5/Lm1gJhUIxYqxMpTtztzZ6+aESuGIgMfqa1+C48cm4pPe89bHrOkxISDw3JatdJw8uTlK1cMZhP2i2dhpupb0u2+IazofesutnUBZ+cVeHoqiYpqGAIlOtVAkweTmNxXzfyX6ub0gi3RGXR8eOpD/oj5g5TiFAA8lB5MDJ7Iu+3fxUPlcVPjRqyK4HjucQAkSLCUfX6W9V/G6MDR1RN8NSKmeOo5ZrOZ1ouiy8XJyAA1Rfc2F+KkjpJXOA2zJRpQ4O4YW61jOzpIeXuqK1G/BKH9J4R3p7oS7Clnz5kSJn2SgWpsHL1eTGbhjoJqnQZaevd6AFxCnW5anJw4kU92dsXKjo8/Po/ZDC+/fOUMiEIqI9jhyo6yMomEds7u/NF1yE3FUhep780C/0u4rwI3RykbjhTbOpQ6iaPCkZkdZ5J8ZzJRo6OYGjKVElMJP5z/Ac9FnjRZ2oT/nf4fBqPhusc0mU309exb/vtFcSKXyNmatrXaX0NtIwRKHWNjkg7F7POcyS9FJoGtIwNZPfzqjdQEtqOoZA4lxnkAuKvja3TqxdFByltTXblQJlbeu8uVEG85e8+WMPnTTKtYeeHWxUqJzsDZJTEATFlxc7UnZrOFLl224uOzhokT97N+fTo//xyDSiVl6tSqLdHbOLsj+c82mURCCydXtvYfi4ui4Yh06yoeW0dRvQzpYE+Ozkxs2vU/ZBsj4Zpw/u7zN9opWrYO2coA7wEkFCbw0pGXsF9gT7c13Vgav/SqYxSWFjJ2+1i+O//dZfuMFiMbUjfUVPi1hhAodYiha+IZui4JkwXauykx3NuM/n71x9CrsWE0RlOgvxcAjf1i5PJb9wi5XhwdpLw52ZXzPwdRsCiED+5yJcTbjr3nKsRKzxeSmb/9xsXKkrvWAeAarsG7zc1lT6RSCQqFFKPRwtKlKQwfvpuUlBKCgx2Ii6v6G3ZLjRvSSySKTCKhiaMzW/uPxU3RsOoarD4oDSeDAvDCOGcAPvk338aR1B/6+/Rny9At6Kfq+aX7L7TStOJg9kHG7RiHwzwHRm8dzfGc45edN37HeFYmrSzPmvyXs/lnydRn1nT4NYoQKHWAyNwS7H8/x8aUYiTA7D4+HBsXavMlpoKqMRqNZBe2AEBl9wj2inE2i0VtL+X1ya6c/zkQ3b8hfHC3K6E+duw7V8LU/2WiHBtHj+eT+XvrtcWKXltC5HLrNNXk5XfcUlze3tZsh9FYcQO9cEFHePh6+vXbzuLFyeXbC0sNnMpJQYkJU9kNVwKEqjVs7z8OT6X9LcVSF2lIq3gu0rmpCrVKwooDDd8PpbqRSqU80PQBTt5xEu0kLa+2eRU3hRsrklYQsToCj388eGzfY2QUW6f+bw+4HXeldSWnVHLlZ8XWtK0cyUpkcexR/ok+zKbkc+Qb6s8UnCiStTEP7Uzhl0gtAH72Mi5MCMVBUX3r5QU1Q4bWB4slHZmkDR6ak7YO54oU6c18tTyfuVt0XEgpxWIBuQw6NVHy5CgNU/qpLxPBf9+2nAtr4nBr6sJT52/Ne6R//x1s3161WZVSKSU2fRAb009zIDOeUrOJNEMpK3KsS4q9FEoODJ5EsLp+f8arwsNjFSqVlKSkkbYOpVoZ8XYq6w4Xk/l3EB7O4l52q8QWxPLm8TdZmbQSban1WRHmGMbDTR/msaaPsSplFd9GfsuezD3IJXKMlooeQRHOw+jqek+l8aQSCV09Q5gc3hl7uV2tvhYQRbL1gjy9Ebc/zpeLk9cj3Eie1lSIk3pAjm4YFks6oK6z4gSsFuSvTXIl8qdAdItC+Gi6K+E+dhw4X8Jdn1szK92fS+KvssxKcZ6eC2viAJi87NZXygQE2COTXb5dKgWVSsrsf9rxxdmN7E6PodRsXUavvqQAZbCzikVRBygx1V5TttpEKm14GRSAZ0ZbHzr/WyKmeaqDUKdQ/ur9F/mT89k+ZDsDfQaSWJjIy0dfxnmRM1+c/YLnWj7H8VHHub/J/ahkFVOhp7SXF8qaLRb2ZcTyxclN6I2ltflSbhghUGzAJ8eycf0rilyDGSc7CamTw/igs5etwxJcB7ri/1Fq2gBIcFen2Tqc68ZBJeXVCa6cKxMrMy+KlQsG7i4TK73GniDZ2Rm3Zi54tbp1E0BfXxVSaeWSV5lMgpOTHZu29OKU70m0pVZjL5VMTl+fJuTJrKt4WqmUOMpkXNBmMC/q4C3HUheRSCQNrgYFYFhHNUo7+HdX3e8zVd/o69OXzUM2o5+q57fuv9HauTWHsg9x54476ba2G8nFyfzR8196uk1Hhh1Gi4ESy1kebdmHF9oNZkRga1Qya9YkQZfL4tijNn5FV0cIlFrEYDQSuiCKVw5ZC5emhDmhnd4cH0fFNc4U1AVKjIcpNLwEgLN6B3L5lZfE1nUcVFJeKRMrhf+G8PEMV8I9ZZyz0/Br77680Kw3XZ9NYu7mW1sN5OurwmSqeADLZBK8vJTs3dsPaVgBWXrrAyxA7cIHne9gWtOunC6wTu8s73MHSpk1m7g/I46ckob3sGuoGRSALk2VxKYbKdI30BdoY6RSKfc1vY8Tt5+gYHIBr7d5HXeFO6uSVjFx5ygO5y2mqbo3nVx7syDxfxSZE2nq7MWYkPa83H4oCqk1tbk3I5bC0rq74koIlFpicYwW1Zwo4nRGFFI4OjqIeQMbbmvyhobRqCevsCsADop3UMl72zii6sFeKeXlO115Ne4Qz2/awN1JZ2jir+BQlIEZX2aiHBNnFSubtNclVoqMBralnGd+1EFipSnlD2CpFMLCHNi/vz8tW2rYnRZTfs6U8C44KVQYzWaSigvp4OJBExdvhvhbi5AtWNibHnOly9VrGuIqnos8MkKDBfhulZjmqWnUdmo+6PABSXcmET06hmbq3pgtJs4VbuVw7i4c7RwZvmU4kfnWpp9+amd6eocDUGo2cSw70ZbhXxVR8FAL9Fwey95Mq2FVTy8Vu+8IsW1Aghsmu9AbMCOX9sHJ/m1bh1OtFGYVEbs5CRnw5aJeuDd1RW8w890qLb9vLLCKla+yeOCbLCLCFTw2UsP0QY6VCmxNFjPL406wJSWyvJ4kRSYBlICFkNZKdm3uh5endX48vdhae6WxUxGusTpozok7ixkL94W0AqCjRxCrEqzt69MaZC+ehjnFAzCln5rpX2by51YdL91Z9+zWGyoeKh/6ez5Kf8BenkViyXaO5R4jRhdD21VtyZ2Yi9pOTQsXb7alWvts1eVVPSKDUoMcySxC8ds59maWIAGWDvIT4qQekl3QBdAiwQ13px22Dqfa+efONQB4tnbDvan1YaJSSHlhnAtnfgykaHEIn93nRjN/Ow5HGbjv6ywUY+Lo/EwSv23QYjSZ+O3cHtYnnSkXJwDmsvo7Bw8L/T7T8m/mAcyWylkY838e0P72ah4Kb3XZPul/3dsaAFKphAaqT5BKpbQLUXAmoRSjUUzz1BZ2l3Q19lA2ZXH/xUSNiWJxv8XMCJuB2s7qq5V3iSixk16hkr2OIJYZ1xCTtySxMEYHQLiTHWfHB2MnFwmr+oa26HmKS78AZLir9cgb2L+hLqOIz7x/AeDJqOm4h7tc9fgSg5nvVlszK2cTrUuXpVILgeE5tOmUhl9QAQqZjCBHN+KXOfDLR+lMW2pA4WR9SE0K68QAv2Y8v28xhWWW3k+3GUAr18sbYC6OPcqGpLMAKGVyzBYL4RoPpjbpgrd9xee+sLSEBdGHOJGTjAQJHT0CmRjeqbwYsK4SFLQWnc5ITk71dIqua3y7Io+nfs7hlyc9eGBY3bxP1wfO52ewIekMCbpc8g3FPNqyDxEeFe7ielMpS2OPcSw7iUKjAYvFgrHsi8Ar7YcSqqnc48dsMfPh0XUkFeYBIJNI8bZ3YlxoBG3dKsoOLBYLK+NPsjMtimJT6RU/ezeDWGZsQ9IKDTjNiSwXJ//r6knUpHAhTuohesO6MnEC7urjDU6cACwcvxoA73Ye1xQnAEqFlOfHunD6h0D0i0P4/H5X3N1LSE1wZvWC1sz+oit7FnfhwgV7tG0Tuff+IJ7vXtErZGvqeTYln8NNWeGQPC/qIBnFladwTuYksyU5svz3yWGdeCViKEqpnG9Oba2Uqfktcg8pRfk802YgT7Tux4X8DP66cOBm/yS1hlRKg82gADw8XINEAr+s19o6lHqNwWQkQO3KlPDOV9y/KOYIp3NTua95T97pdBsdLxEvP53bxbm8tPKpxHxDMb9H7i0XJy4Ke97oMJwI9wB+PLOT5LLtAOuTzrIlJZJpTbtW+dmraRreHbeGOZtbQhNnBXZXyDm/fiCDj07kAOCmkBI7OQyN8DWplxiNWeQXWw20HJU/IJe3tnFE1U9BWiGJu6xdVW/G90ShkDJpqIRIj2MYjZBxNpzYU34cv1DK0fN+qJ3cCXST0Wm/I+He3kQXppNRXMD6pDO8FjGcVw8uByBTr+Ptw6to6+aPp8qRaG0msQXZ5dcJ13jQ08da1Hdv8x68sG8Jx7IS6eIVQmpRPqdzU3k1YhghTtal0ZPCO/Pd6W3cGdoBF6XDrf6ZaoyGXIMC1vdHUz87jkYbMJvNwhn7Jmnj5kcbN78q98dos+jhHUpzF2sH6bubduNodhKlZhO5JUV8eXILHio1DnIlSYW5laZO72veEz+1C6PVLpzNS2NbynmmNe2KxWJhc/I5Rga1IcLd2jvrv5+92kC8Y26Aw1l6Wi2O5Yk9lf0v9AYjfn9fKBcnj7TQkH1PMyFO6jHZhYGABYV8LGrVo7YOp0ZYOG4VAN4RHriGOt/UGBcL7ORyuH+kilM/BFK8OARvXTLBTXK5kCjj4e+zePXtEJbMaUNyvBPdPcJxU1kzKM5l/XXMFgvHs5PYlHyukjgBmBjaqfy/7eUKQp08iCmwOtTGaLNwkNuVixOAlq4+SJBcNk5doyHXoFxkSl81pSZYub/uFmLWd8I0HhzPTia3pAiLxUJsQTZSJHjZO5Ufk6UvJEGXU0mc9PQOKxc1AK1cfcs/V1n6QrSlelq6VPQX++9nrzYQAuU6sVgsPL8vHQnw87l8ViVYp3DmRObh8EcUqcUm7GUSoiaE8mPvqtWuoO6TqW0K6JFKAnFVL7F1ODVCflIBSXutQnvyspuvgVBcUpR30atEbifhnpcLaBGYiMehczzcR46fjwltnorVC1oz6TkNHZ5KIi3JkdGBEYwIbI2TXeVGgP4OLgzzbwmAq6pyFkSjUJFvsBq85Rv0l50rk0hR2ynQlh1TV2noUzxQ4Sr7zUqx3LimmBzeGV8HZ145sIzHdi/gm1NbmdKkM293HMl9zXsQrvFEVtarx1XhwIjA1sgkkkriA6wr6i5+rrSlVkGp+U+Dzks/e7WB+Ip/naxPKmR7mvUfTQpM356Ct0rO2Xxrod9wfwfWjgiyYYSC6iCv8G7MlihAgatDw/PeuMg/d1prT3w6eeIaXLlQ7WpFeSazmWXxxzmVk0KWXodKZodUIsFssXAkK5HxocWsij+J3L2UD9sMYeTHB/jplUN0mm5k2JNGUhM1xJ9359w5N4793Ya1/5hpHejO/UODGNrTwOa0SCLz0snS64jV1e0MyK1izaA0bIXi4ign0EPG3nMltg6lwbI15TyxBVk81qov7io1F/IzmB99CBeFA928QunmFYrFYsGCpbyp4MXi87qOECjXgcls4fn9GUglYLaAGcgpMZNTYkAKbB4RSH9/9bWGEdRxikr+pMT4FwDu6vgGWRQLkJegJXl/OgCTl1xee3KxKK+Xdzizzu6svM9sJFGXy21BbQhQu1JkNPDDmR0UlOopNZt47/AaJBIJr0QMxUPlyIodHenbfTeH58oxGqHLA1oCQ7T0GBxLerITMefcOXfWnSdnGVDOMdK0pZKJnboytb+a+TFWi3utQY+zoqKbsdagJ9DRBbBOERWUVv5GZ7KYKSw1XPbtr65hNWqzdRQ1z9gear5ZqWXX6WJ6t254XalticFkZFnccR5t1ad8BU6A2pVEXR4bks/S0tWaJZFIJEioqJvUKFTlbSYuoi3Vl0+5auys/05X++zVBg3zDnwTWCwWMooL0JbqUcrk+Do4l68P/ztay5m8K9sB/9TbW4iTBoDRGEeB3tr1U2O/GLnc5xpn1F8WjrNmT/y6eOESdPkyv6sV5dnLFTzTdmClbdObduO7M9sB0Bmt35S/OrkFiURCRnEB4/+Go3NlHJ4jJ3W7irVbu+Llo+R96VqGtdcwPtiXBVtK+fVQJJEnvXjrqIl3ftPSOqw5Id1Os8MrimnNuwBQbCwltiCLfr5NAOv8e5GxlPiCHIKd3ACIzEvHgoVQp1vvJ1STNIYpHoAXx7vwzUotny/NFwKlmjFZLJgs5kriA6wdi6+WnQtz8uBcXhqDy9yaAc7mphHmZF2S7KFSo7FTcS4vjUBHqzfSfz97tUGjFyhmi9VGe2vKeRILc8u3O8qV9PIJp69vc149mFnl+U/tzWCgn5owjeinU18xGo1kFzYFQCV/EHvFOBtHVHPkxmtJPZwBwKQrZE9uBvkVjJ4y9bry/5ZKodO9JjoF+/LzO1n0aL2PNWt6ggK0hmJ8HDUM75vGWdc4Ro/KQp7SmuWblZyMMXAyujWblhv4xO88U/qrcQqLwkVpXz7l5OvgTGtXX/68sJ9pTbtgMluYH32Izp7BdXoFDzSOKR6AAA85ns5Stp4QhbI3g95USmZxxecpq6SQRF0uarkCN5WaZs5eLI49ip1UhrtKzfn8DPZlxDIhtGP5ObMj9+CicGBsaAQAg/yb89mJTWxMOktbNz8OZsYTr8vhrqbWdh4SiYRB/i1Yk3gKL3snPFSOLI8/UemzVxs0aoFispj5/dweDmUlXLZPZyxhfdIZvj9TQEqRZ5Vj6E0Wpm5NYe8dwUgkDdDushGQUxQIGJFJWuOs/tnW4dQoC8esBMC/mzfOAU7XOPralJpNLImruiOqm8KBPr5NWB5/gpeebcmYriZGj97LkCG7GPG5FK/eVrtZrUGPXCIlq0TH9B4S3h0TgNFo5r7FOzh6wpGoKEde+6UElb0PTX2D8Ekt4OHhGhQKKfc378n86EN8eXJLuVHbpPBOVcZUV2gMq3guMrKzA3M36zgdb6B1sPgydyPEF+TwxcnN5b8vijkCQA+vUGY078EDLXqxNO44v0fuodBowE2pZnRwO/pekunIKSmqlGUJ13jyQPNeLI8/zrK443jZO/Foqz74q13KjxkW0BKDychfFw5QZDTQxNmTp1oPqFXn2UYtUJbGHq8kTkKc3Gmi8SRbX8iJnGRy9BK2pFZ24ZNJQAIYy24sFiCrxITBbEEpEwKlvpGjG4HFkgao8dCcsnU4NUp2dB5px6xLBCf+e9stj2cym/n57C4sFviqxwTs5Vd2bs0rKWJ5/AkARozwITJyCF26bGPN8xYKHzZi7lRhhf5Tn6nl/y2XS2nZTM/ors6MDmzGrxsK+GldASfjDDz1cw7P/JJD6yA7HhjmxCPDe6BoUb8WJUobon9/Fbx8pwtzN+v4dHEec5/zsnU49YrmLt6VPhf/xVlhz4xm3a86xvPtBl+2rZNnEJ08q17YIZFIuCOkHXeEtLv+YKuZRitQdKUlbE2xOlXKJFIeatGrUurq57PpPLw7B8pUp0oKLVyVtHZR0NRZSTNnBU01djR1VuCsqLu9DARVoyv+nFLTOkCCuzrtmsfXd/4p8z0J6OFzy9kTk9nMz+d2kVNSyLNtB1UpTgAc7ZRIkVBQtjwxNNSRpKThdB+3mu2zTLTcsol5m1thtJgpMhpwkFd8w7YW7tkjl0t5ZKQzj4x0xmg08/tGHbPWajkRZ+Dpn3N49pccWgXZ8cBQJx4dYc2s1HUaS5EsQMtABc4OEtYeLrJ1KIJ6RKMVKPszYsv7FfTzbVouTsxmM/ftSGNulBaQEKzOpZ9PAm1c3Xkx4nIVKqifGIxHKDS8AICzejtyuaONI6pZMiNzST9hXbZ7q9mTi+Iko7iA59oOwtFOedXj5VIZQU5unM1LL/+cKZQyhr1tJryJhiXfahnY5jBj/5BwLi+Njh7Wb3VpRVpySorKC/fKx5NLeWiEhodGaMrFyk/rtByPNfDMLzk896tVrNw/xInHRtZdsSKTNZ4pHoAB7exZtq+IpCwjAR6N9tEjuAHq5ie3FkgpqjAO6uoZDECs1oD//GjmRmkJd5ITMyGUSWFpqOQmUorzbBSp4FawWAxkFbShoPg1LBZrDwmjUU9uoXVViIPiDVTyPrYMsVb4Z7w1exLY2xeN39XFmN5USqIul0SdtWj8YlFejr4Qk9nMT2d3El+Qw33Ne2LGQr6hmHxDMcZLenR8cWJzeYYSYLB/C3alRbE3PYbUonzmRR3EYDYy+7Ne/PRTBLoCEwvvVvDlykNE5qUTX5DD3PP7CHPyIOw/zc4u5aJYOfx1APolIfzypAcRYQrOJpby7K852I+Po81jiXyxNA+DoW511W0sRbIXeX6c1a34f4vzbBuIoN7QaGXspfeFi+Y1zgopxUYLr7RzY2ZXr7J9F+eJG8+NpCFhNB3FZD5NkeE0RvMxnB3mk10YDJiRS3vjZP++rUOscTLPZpN52tqGYeKia2dPrlaUNyq4LcdzkgH44OjaSuc913ZQuXV2ll6HrrTCnKuLZzC6Uj0r4k+gNegJcHTlqdYD0CjseeihMDp0cKH/gJ3Me9hIRsIOmg0208rVl6lNulz365TLpTwwTMMDwzSYTGbmbNbx4xotx2IMPP9bDi/8nkPLADvuG+rEE7dpUNo4s9LYWtP0bmWPvULC0r2FfP1w1aJTILiIxFIPJfyV2jWvTTzN0axE0oq1KKQywjSejAuJwMehwudhR2oUBzPjSNDloDcZy7ePCGzNmJD2AJWaWsUVZDPz2HrAWqciAQIcXZkc3onQS9LOpWYTi2KOcCgzHqP54o21MxqFWPNvawpLvkKnfx6rvZ6s7MeABDe8nBu2U+lFvm35B9nncgnu68e92yfYOpwqyc4uoWPHLSQkFNOnjztbtvRBLr/1p7jZbGbOJh0/lIkVk9la/9EywI77hjjx+CgNKhuIlZ49t3HwYC6lpWNr/dq2YvDrKWw+rid3QRAujo32+3Gj5krP76poMBr+fH4G/f2a8Ur7oTzdZiAms5mvT22h5BIhYjAbae3qy4hAa2fai7mRTcnniMq3ep1cFCe60hLmRR0sP7erZzCvdxhBgNqFb05trdTn45/ow5zISeahlr15vt1g8gxFlzlwCmxDqXEPFf/SJsBquOeonGOjiGqX9FOZZJ+zTtVMuI7siS1xd1cSGzuMYcO82Lkzm6CgdaSl3XrfD6lUyn1DNRz6KgDDshB+f9qDTk0URCaX8sLvOTiMj6PVo4n8b3Ee+lqcBmosRm2X8uQo6zTPV8u1No5EUB9oMALl6TYD6Okdhp/ahUBHV2Y0605OSRHxupzyYwb7t2B4YOvy7Ee3spbRpWYTn53YyPent7M+8Qzzog7yxsEV5ecqpXKmNOmCn9qZaU26opDK2ZMeDUCx0cDu9BgmhHakhYsPwU5uzGjWnWhtFjHa2uv6KLgypaZdWIVJZQpKRlNY8mmDrwFYON7qGhsyIABHr7ptXAZWMbFuXW/eeKM5qal6QkPXsXNn1UaJNzP+vUM0HPzSKlZmP+1B5yYKzieX8tJsq1hp+Ugin/5b82KlMS0zvsjt3eyxk8H8HYW2DkVQD2gwAuW/FJusBlBqedWmQGNDImhRNmduAU7kJLMk7hjbUy+Unw9wR0g7lDJrOlIqkdDCxadcfMTrcjBZzOU9DwB8HJxxUzrUaltqweWYzCmYLalV7LWg07+MTv9CrcZUm6QeyyTnvLUYfMLCETaO5sZ4//3WLFvWHaPRQr9+O/nqqwvVfg2pVMqMIRoOlImVOc960rmJgqiUUl6ec6lYya0RsdLYimTB+jfv2ETJhZRSSupY0bKg7lEjAiU5OZm77roLd3d37O3tadu2LYcOHSrfb7FYeOutt/D19cXe3p7Bgwdz4UL13YDMFgv/xBwmXONZyRnvvyhkcp5s3Z8xIe1xVVT+dmknldGpbLnjf3t6aBQq8ssaLV10wHT4jxCytq4W1s61idFsIqekkNySIswWM6WmvVc5WgrYI5UG11Z4tc4/d1pX7oQODkTtWfezJ/9l9Gg/zpwZjIuLHc8+e5KpUw/U2LWkUinTBzlx4MsASpaFMPdZT7o0VRCVWsrLc3LLxcrHi6pPrDS2ItmLPDjMCYsFZq0V0zyCq1PtVUq5ubn06tWLAQMGsHbtWjw9Pblw4QKurq7lx3z66ad88803zJ07l9DQUN58802GDRvGmTNnUKluvQPp/KiDpBTm82L7Idc8Vi6VMSKwNUMDWhKtzaLAYG0WGOrkTqnZxOEr2OAL6hZpRVq2pESyLyO2vObIyU7F1NDl+Fd6O0kBM1KJNw7K57BXPIRU4mKDiGue5EPp5EZbHwB3Lqhf2ZNLadrUiaSkEfTosZ3585M4cSKfAwcG4OBQcwWWUqmUewY5cc8gJ8xmM/O2F/LdynwORxt4dW4ur/2RSzM/O6YPduSZO5yxV96c0mhsPigXmT7QkYe+zWLOZh1Pj3axdTiCOky1f8o/+eQTAgMDmT17dvm20NDQ8v+2WCx89dVXvPHGG4wePRqAP/74A29vb5YtW8bkyZNv6frzow5yMieFF9oPxvUGmoXJJFKaOVe2YDaaTZUcMC+iNehxtitrS61QXdUBU1CzHMlK5Ldzu8tN9y5SUKrHRbYUsE7fSQCZtAVq5Suo7CYhkTTsfiCLJlprT8KHBaF2r9/vQwcHOcePD+Keew7y55+J+PuvZd++/jRvfuu9hK6FVCrlrgFO3DXAKlbmby/ku1VaDkWV8NrcXF7/I5emfnZMH+jIM6OdcVBdv1iRNdLWGHK5lFZBdpyMM1RaNSkQ/Jdqf2esWLGCzp07M2HCBLy8vOjQoQO//PJL+f7Y2FjS0tIYPLjCldXZ2Zlu3bqxd++VU/IlJSVotdpKP//FYrEwP+ogx7KTeLbdQDxUt+4MeqkD5kXMFgvn8tLKzaOCHd2QSaScy6uwSq/KAVNQvURrM/n1EnGilMpp5+ZPKxcfmjgex0Fu7QCaWNgcqd0K3B1PYa+4u8GLk6T9qeTFFgAwfl79zZ78lz/+6MK337YnP7+UNm02sXhxcq1eXyqVMm2AE3s/96dkaQh/v+BJt2ZKYtJKef3PXBzvjKP5w4l8uDCXIv21p4EaY5HsRe4e4IjJDPO3i2JZQdVUu0CJiYnhxx9/pGnTpqxfv55HH32Up556irlz5wKQlmZ9kHt7e1c6z9vbu3zff5k5cybOzs7lP4GBl7d7nh99iP0ZcdzfvCcqmV25u6XhkmXG+YZiEnW5ZOqtN+/kwjwSdbkUXmIodb0OmD29wwCwlyvo5R3GopgjN+SAKbh1VsafxFQmTrp6hvBJtzE83rofT7buyD1hnwGwOmkqv0a/xeZU30bTbXrRxDUANBkZjIPbrU+Z1iWeeCKcnTv7IZdLuPPO/bz6qm0aPEqlUqb2rxAr8170pHsLJbFppbxRJlaaPZTIBwuqFiuNqZvxf3lilDMS4EdRhyK4CtU+xWM2m+ncuTMfffQRAB06dODUqVPMmjWL6dOn39SYr776Ks8991z571qt9jKRsj3VWmT7+SUOmADTm3UvFxM7Ui+wKqHihvbZiU2XHXMjDpgXmRjeCUmMhFlnd2I0m27YAVNw42QWF3C2LGvloVIzo1l3ZFIpZrOZbF1nwIyd3ZscyWsNmNibHsu4kAgUsoZtDpWwO4X8BGvmaPzfw20cTc3Qq5c78fHD6dhxCx9/fJ6DB3PZsKGXzaYKpFIpU/o5MaWfdRron52FfLtSy8ELJbz5Vy5v/ZVLE185dw9y4rnRzqjtrXHKGnGPUQeVlFAfOYculFz7YEGjpdrv1r6+vrRq1arStpYtW7J48WIAfHysy3HT09Px9fUtPyY9PZ2IiIgrjqlUKlEqr96Q7GrtqC9ye3A7bg++euvoj7qOvmzbAL/mDPBrXuU5dlIZU5t0EaKkFrnU36abVyiysoeTtvhOzJZoVHYP4+zwHu3ddnEoKwG9qZQMfQEBateqhmwQ/DvZmj1penso9i4NK3tyKV5eKuLihjN06C42b84kOHg9R44MwNPTtq9ZKpUyuZ8Tk8vEyqJdhXyzUsvB8yW89Vcub/+VS7ivnLsHOmFuuC4P18XE3mo+/jef9UcKGdZRbetwBHWQav+E9OrVi8jIyErbzp8/T3CwdTlnaGgoPj4+bN5ckenQarXs37+fHj16VHc4ggaK6ZKiWHuZHWDN3pWa9iKXdsLZYRYAKrld+XFGc8P2XYjbkYQ2yTqnP+7PYTaOpuaRy6Vs2dKXF19sSlJSMcHB69i7t+60L5BKpUzq68Tu//mjXxrCwpe96NFSSXyGkbf/zmVVqQe0D+Ldebnoihr2e/NKPD9WuMoKrk61C5Rnn32Wffv28dFHHxEVFcW8efP4+eefefzxxwGQSCQ888wzfPDBB6xYsYKTJ09yzz334Ofnx5gxY6o7HEEDxV1ZUQR9KjcFsD4Q3B3jcVXvAcBsMXMm12rUJgHcbmBVV33k3ynrAGg+Ogx756tnHBsSn37aloULu2AwWOjVazs//hhj65AuQyqVMrGPY7lY+edlL9yNxeDiwDvzctFMjKPJgwm883dOoxErHs5yfN1k7Dx96+0MBA2TGmkWuGrVKl599VUuXLhAaGgozz33HA8++GD5fovFwttvv83PP/9MXl4evXv35ocffqBZs2bXNf6NNBsS1A+u1ewxS6/j9YMrqjz/wRa96OxZ2XRtdcJJVsSfBEAukSKRSAjXeDC1SRe87SveN4WlJSyIPsSJnGQkSOjoEcjE8E6oZHbUF2K2JPDHIOuy6lfyH0GlaTwC5SJnz2rp0WMb+flGZswIYvbszrYO6apMmXKABQuS+HfXUL5ans+B8yUYymr6w33kTBvgyAtjXXByaLhTQY9+n8mstQUc/NKPzk0b7pSkoIIbeX43mG7GgvrN16e20sUzmBBHN0wWC8vijpNSlMc7nUahlMkxW8wUlFYuqPvz/H5OlmVPANq7B9DBPYBSs4kDGfFc0GaU77s9qC0RHgGsiDtBctm4dlJrleI3p7aSbyjmriZdMVnMzD2/j2Andx5o0at2Xnw18JnfL+hSi2gxLozJi2+3dTg2Q6cz0rXrFs6e1RER4czevf1QqepmYfRddx3g77+TsFjGAdYpymV7i/lqRR77IyvESpiPnGn9HXlhnAuaBiZWYtMMhD2QxITeav55xfvaJwjqPY2ym7GgfnOtZo9SiRRnhX2lnzxDEV6qCrOu49lJzDm/j7+jDlYSJ21cfRkV3JYAtSv3Nu9BXkkxx7ISAUgtyud0bip3N+1GqMaDJs5eTArvzKHMePJKimr3j3CTRG+MR5daBBIYO2eorcOxKY6Ock6fHsKkSf4cO5aPv/9aoqN1tg7rivzXB0UqlTKul5odn/hTvCSEJa9506e1kqQsI+8vyMN5Yhzh9yfw5p85aBvINFCojwI3Jymbjom2IILLEQJFUCe5VrPH+IIcEgvzuKdZNyaEdcTlCq69F+tUxoRElG+zlysIdfIob+QYo83CQW5HyCX9llq6+iBBQmxB3Sm4vBqL714PQKvxTVA6Nb6pnf8ikUhYsKAbn33WhtzcUlq23MiqVVU1jbQdF51kTabLxYZUKmVsT6tY0S8NZenr3vRtoyQp28gHC61iJez+BN74I5v8wsu7ddcnhnawJ1dnJjrVYOtQBHUMIVAEdY7rafa4Oz0aX3sNTZ29GOzfgo+6jOaJ1v2YENaRSWGdeL7tIO5r3h2wtiO4FI1CRX5Z+4J8gx4nu8r7ZRIpajsFWkPdL967sDaOovRikMDo2dfuPdWYeP75ZmzZ0gepVMLtt+/l7bfP2DqkSlwUKKWlV8+GSCQSxvRQs/1jf0qWhbHsdW/6tVGSkmPkw3/ycZkUT+j9Cbz+RzZ5OuNVx6qLvDjOuprnk3/zbRyJoK4hBIqgznGx2eODVdSAGExGDmTE0csnvHybTCqlrZs/g/1bMNC/Oc1cvBuFc+zS6RsAaD2xKUrHhm3hfzP07+9JTMwwfHyUvPfeOUaO3I25jiw3vyhQjDeoKUb3ULPtY3/0S8NY/oY3/dqoSM0x8tE/+bhOTiD0vgRem1t/xErHJioc7SWsPFA/plQFtYcQKII6xcVmj8+1G1Rls8cjWYkYzCa6e4Vecf9FNHbWaZ//ZkK0Bj3OZVkVZ4WKgtLK+00WM4WlhssyL3WNcyuiKcosy578PvjaJzRS/PzsSUwcQa9ebqxdm054+AZycmw/nXCxBsVovHnBdEd3Nds+9kO/NIwVb3nTv62K1FwjMxdZxUrIfQm8Wg/ESt/WKtJyTWTk1e04BbWLECiCOsGNNHvcnR5Nezd/nK4hIDxUajR2qkqNHIuNpcQWZJU3cgzTeFBkLCW+oMKZNjIvHQsWQi+pS6mLLL/P2qqhzeRmKBxE9uRqyOVSdu3qz1NPhRMXV0Rg4FoOHcq1aUwXMygGQ/VkdG7vqmbrTKtYWfmWNwPaqUjLNfLxJWLlldnZ5BbUPRHw3BjrNM9nS8Q0j6ACIVAEdYLrafYIkFFcwIX8jErTO5fy1qFVHC1boSORSBjk34I1iac4np1EcmEes8/vxUVpT4SHtZeTr4MzrV19+fPCfmILsojKz2R+9CE6ewbjUoeM3UwWM6dzU9iWcp4dqRfYNu8oxdl6kMAdvw6ydXj1hq+/bs9ff3WmpMRMt25b+e23OJvFUjHFU/1OD6O6qtnykVWsrH7bm4HtVKTnmvhkcT5uUxIIvjeel2dnk6OtG2JlUIQDSjv4d7fobiyooG4aBAgaHdfT7BGs2RMXpQOtXH25EunF2vIVQADDAlpiMBn568IBiowGmjh78lTrAeUeKAD3N+/J/OhDfHlyS7lR26TwTtX58m4ai8XClpRINiafI/eSZc9eD2ciAwImBIrsyQ0ybVoQ7do506vXdh544AgHD+Yya1aHWo9DLq85gXIpI7uoGdnF2utm7aFCPluSz56zJXy6OJ9PF+cT5CljUh9HXrnTGTeN7R4JXZsp2XW6hMJic3lDRUHjRhi1CQR1FIvFwh8X9rMnvbJ1u3KLHrd3CrBIIG2DO5NbdWWA3/W5MAsq0GoNdOq0laioQrp0cWXXrn4oFLX3YHzxxZN89tkFYmKGEhpa9ZRmTbHusFWs7D5bgt5gfQwEesiY1NcqVtxrWaws3FHA5E8z+egeV16d2LCbejZmhFGbQNAA2JZ6oZI4aevmx91Nu+L5hdXUqmi4ApRSFkYfIlqbaasw6y0ajYLIyCGMGePHwYO5BASsISGh9laSyMqSeAaDbb4jDu+kZtOHfhQvCWXde94MjlCRqTXz2ZJ8PKYmEDQjnhd/yyIrv3amgSb0ViOXwl9b66axnqD2EQJFIKiDmC1mNiWfLf/9oRa9eaJ1f5y3GjFpjUikErp+3hUAC7Ap+ZyNIq3fSKVSli7tzkcftSIry0DTputZvz7t2idWA3K59fZ7K6t4qothHdVs/MAqVta/51MhVpZq8ZxmFSvP/1qzYkUqldIuVMG5pNI68TcR2B4hUASCOsiF/Eyy9NaCwVauvnTyDAJgzZPbAbht1gDGNo9AU2YydywriSKj7ZfO1ldefbUF69b1BGD48D189FHNC74KJ9kav9QNMbSjQ7lY2fCeD0M7qMjSmvlimVWsBJaJlcwaWBJ872AnzBb4faPIogiEQBEI6iRZ+oobdDs3PwB2fnKQ4mw9MqWMDve2Ri6V0bqsWNiMpVIRreDGGTrUhwsXhuHpqeD1188wZszeGjV1u14nWVsypKMD69/3o2hJKJs+sIqV7DKx4nVXAoHT43n2l6wb8i9ZsF3HgcgruzQ/NMwJiQR+3aCtrpcgqMcIgSIQ1EGkl7jg6rKLWfv0dja/sgeAbk+1R1Y2PXDpiiVpI3DOrWmCghxIShpJ166uLF+eSvPmG9FqayYzdbEGpb5MZwyKqCxWhnW0J7vAzFfLtXjflUDA9Hie/fnqYiVPZ+LuLzLo90oq209e3iBQoZDS3N+OYzGGOuP4K7AdYpmxQFBLnM/PYEPSGRJ0ueQbinnAvzt+2Q6UaA2UaA1sOneGmLQMpIUWJEUWNAUWFGdKOZy4HVnZsuhOD7dh6Kd9AKsj7qmcFAAkwAdH1hLg6Mrk8E6ElhnRAZSaTSyKOcKhzHiMZjOtXH2Z2qQzmis0WBRYH5L79w/g0UePMmtWLP7+69i9ux/t2jlX63UqalCqddhaYVCEA4MirD5BW44X87/Feew4reerFVq+WqHF303G+F5qXp3ggo9bxWNm+f4ijCYwmy0MfyuNte/60L9d5ffhlH6OvP13Lr9vz6J/RwkOcjt8HDRIJeL7dGNDCBSBoJYwmIwEqF3p5R3OrLM72T9jH1k7K6++cZaAVCbBYrbexCWAyVmCFJBZpIz4ph8A+YZifj23G6PF+i2zhYsPE8M6sTnlHN+c2sq7nW4vt+r/J/owJ3NTeKhlb+xlCuZHH2TW2Z281H5obb78esePP3aga1dXHnjgCB07bmHOnE7cdVdQtY1/tW7G9YmB7e0Z2N4qMraesIqV7af0fLNSyzcrtfi5ybizTKws3KFDJgWTGQxGCyPerixSSs0m2ndOh7/teGtRMrfLrYXi7ko1/XybMsCvGQqZeGw1FoQkFQhqiTZufowJaU+HMhdb/zv8Lz/IAmajBUuZODHbg26aA+Z8E0Wj7fktei/fnd7GqweWcz4/AwC5RMo9zbrhp3ZmWpOuKKRy9qRHA1BsNLA7PYYJoR1p4eJDsJMbM5p1J1qbRYw2q7Zeer3l3ntDOHBgACqVlLvvPsRTTx2rtrEralDqnRVVlQxoZ8+ad30pXBzK1pm+jOhkT16hmW9WavG9J4G1h4u5qMfMlgqRsu1EMXpTKd+c2sqatCM4agxkpFR4w2SXFLIk7hifn9wsisEbEUKgCAQ2IviuEDxauCKRVV070vbbDjj9VYTFDnIeVXEkK5GTOSmYLBXfuu8Iboeb0uoUKpVIaOHiUy4+4nU5mCxmWrr6lB/v4+CMm9KBmAIhUK6HTp1cSUgYQUiIA99+G0OvXtuqpW6kwuq+fmdQqqJ/2wqxsm2mL+1C7C475lKR8traI+WiO6RpNiajDN+iVrR0qXjvxhVk88u53dRDf1HBTSAEikBgI6RyKUM+74PFdPnNViKTwBA1p/XpSLUWnO/ywU5RcYNXy5X09W0CQBNnz0rnahQq8ss6NGsNeuQSKQ7yynb4GjsV+YbLixQFV8bNTUF09FBGjvRmz54cAgPXkpx8a6umLlrd17VlxjVBv7b2BHjIkV3hiWO2gL7Uwlc/eRBzzhV7mR2z7m0KQEaUP8+0HchrEcNxlCsBOJObSmxBdm2GL7ARYjJPILARZ385T9Q7Zy7fIQGVs5Ipv43hxzH/oHKW8fTPEzBJzOQZipFKJLgqHSgw6NmRGlX7gTdSpFIpq1f34p13zvDuu+cID9/AmjU9GTjQ66bGq+jF0zAzKJeSpzOx4UjF9M7lWLBYJGxa3gxdjIWuw9QM7WDiZLx1lVqwkxvjQiP448J+AHamRRGm8ahqMEEDQWRQBIJa5vyaWFxfyifytVPI7eUM/bw3Uvkl0zwWuP2XQSQvTkR5pBT/J0ORyaUoZHK87J3wUDkik0hxtFMiRUKBobKnhNagx7nMwE2jUGG0mC+bt9eW6nEWq3huinfeacXKlT0wmy0MHryLzz8/f1PjyGQXV/E0/OmK1QeLMJq5LIOiUkhoFWhHu9ZFNG2dSUBIPka9kmmfZbDlhJ5dZ/TsPG3N9HXxDC4/L7kwrxajF9gKkUERCGqJnJg8Fo5fTfqxLOQ+UsJeacZdHw5DKpVSkFzIvq+OgQRajW9CizFhzPT8idKmcjo91faK48mlMoKc3Dibl05EWeGt2WLhXF5aefPAYEc3ZBIp5/LS6OhhXYGSVqQlp6SIMCfxDfRmGTXKl8jIIXTuvJUXXjjF/v25LFjQBan0+r/zycvuvo0hg9IiUMHkvmqCveQ09bMr//FxlSGRSPj8RGR5/cmXPdqQlSNlzmYtny7OR1dsFXAyiRQJ1tYOFhq+qBMIgSIQ1DileiNL79nAmX8vgAT8bvfn8FMl9G8ZSnJRPmq5gm6vdWT/ryeRy6R0/7wrS7/cSWmOAfPzHrRxr1jt88WJzXTwCGCAX3MABvu3YE7kXkKc3AhxcmdzciQGs5Ge3mEA2MsV9PIOY1HMEdRyJSqZHQuiDxHm5CFS5LdIaKgjyckj6NlzO4sWJXPyZD4HDw7E0bHitrprVxYvv3yKf//thq9v5YzVRR+UhliD8l/Pn0db9mH+S1YRbTKbWRZ/nK2xKWSd1WEvV6CUVvzNjmYl0ssnnLemuPHWFLfy7ceyk8plSaIul5nH1gvPnwaOECgCQQ2y46MDbH/vAKYSE+r2GmLesSPV3QBIWBRzBIAeXqFMbdIF9S8hpJcWMDN2I66/5SALkPPyc2OwKzNpA6sFvq60pPz3Lp7B6Er1rIg/gdagJ8DRladaD6h0Q54Y3glJjIRZZ3diNJvKbtpdau1v0JBRqeQcOTKI++47zOzZ8fj7r2Hfvv60bKkhPr6IO+7YS25uKd98E83MmW0qnVvhg9LwsgH/9fyptM9sJFGXy21BbQhQu1JkNPDHhX3l+5fFHaeJsyfe9prybdn6QuZFHSz//a4m3YjVZQnPnwaOxFIP12tptVqcnZ3Jz89Ho9Fc+wSBoJa5sDaOpdM3UJRZjFKj4LYfBtBuWovrOnfnxwfZ/Ooe+r3djQHvdK/hSAXVxaxZMTz++DEkEgm//96BTz+N4ty5AkwmC05OclJSRlbKrixalMTEiQeYPbsjM2aE2C7wGubhnfN4tGWf8mnIKxGrzeLj4xvKf5dLpHTyDCJQ7UpyUT6HMuMpNVtTTSGObrwSMQwL8OqBZQzwa8bwwNYUGw08v28J9zfvWd5cM60on7cPr+bl9kNFxrCOcCPPb5FBEQiqkdzYfBaOX03a0Uykcgk9nu/AkE97X3dtgtlsZueHB7FT29Hvra41HK2gOnnkkTAiIpwZMGAH06cfQSKBi1//dDojc+bE88QT4eXHV6ziqXffEasdvcmIBPC215BWrMVoMbM/I479xFU6TmOn4pFWfZFIJEjghjx/hECpf4hVPAJBNVCqN/LPpDV8HT6HtKOZhA8L4sXMhxj2Wd8bKpzc+dFBDLpSer/a+YbOE9QNund355lnrP40l+amLRb47LPzlaZzKmpQGrdAKTWbWBJ3lC6ewbwcMZTB/i1wkFc2dVOWTXNOb9YNV6VD+Xbh+dOwERkUgeAKGM0mioylqGTya/b+2DHzINvf3Y+pxIRbUxcm/DMS3wjPq55zJcxmM7s+PoTC0Y4+r3a+2dAFNmTp0mQ+/vjCFffFxxezcmUqY8b4YbFYyDdajd4yC3WYzGZkjVCQmsxmfj67C4sFpjbpir3cjglhHRkd3I4obSaFRgP2Mjs8VY68dXgV9v8RH4KGjRAoAsElnM1NY2vqeU5mJ2MuWzPQVONFP7+mdPIIrNRR9cLaOJbN2EBhhrXOZPRvg6+7zuRKbH/vAKWFRgZ/3FNkT+ohp09rmTr1YJX7pVL45JNIXLrq2JZyngOxOkDBmvgzaA9G09snnCH+LRrNQ9hkNvPzuV3klBTybNtB2F+SNVHI5LRy9S3/3Wg23ZDnz6VZFOH5U38RAkUgwOofsiD6ENtTL//2e0GbwQVtBvtc/Xi4ZW8KEwpZeOdq0o6U1Zk814Eh/7v+OpMrXt9sZs//DqPUKOj5YqdbeSkCGxEZWYDBYPU0kckkmM2WStM8ZjPs25fL1yvT8GplQVq2isdikpBvKGZ1wimOZCbwbLtBDf6BelGcZBQX8FzbQTjaKa96vPD8aZwIgSIQACvjT1QSJ84Ke4IcXUkv0pKh1wFwKi2JL178G/36PLBA+NAg7lw4AnsX1S1ff+ub+ygtMjL08z4ie1JPGTfOH632Dg4ezGXPnmx27bL+FBQYKx236R07pv5jIFDjAhTjo3JGSi5mLKQWa/n+9HZeiRhaKVtX39CbSsks1pX/nlVSSKIuF7VcgbPCnp/O7iRBl8vjrfthxlJeI6KWK5CX1ZsIzx+BECiCRo/WoGdD0lkAJEiYEt6Z3r7hyCRSLBYLJ3KS+fuNDdj/VkBxKWjCnZj67+03VWdyJcxmM3u/PIrSWUHP5zpWy5gC26BWy+nf35P+/a3vDbPZQmRkARu3p/LdshNEb5aiS5Oi+zOElx5vxSy2MKZtC4Z1cuPrU1vIKSkiXpfDqZxU2l1i0FffiC/I4YuTm8t/v9TzZ1RwW47nJAPwwdG1lc57ru0gmrt4A8LzRyB8UAQC1ieeYUncMQAG+TVnYnjFFEvW+VwWjF5J1rlczGrIf9aRjne3Znqz6vMn2fjyLnZ/epjhX/Wl+9Mdqm1cQd1hVfxJViacBEC2I5Bf3smia1dX9uzJYe3angwf7sPx7CR+OLMDgHZu/jzeup8tQxYIagThgyIQ3ACXtm7v5WP1qShIL2TB6JWkHs7A3sOe7i92YMWoJEwSq6lUdWEymtn3zTFUrkohThowyUV55f/91rPtmdS7hLFjre6psbHW1Txt3fxQyeToTUZSLjleIGis1N9JToGgmjBaKpqhXCzWyzydTfL+dCLubcUzsfcy7JM+KMpWGRgt1dfcbdPLuzDpTQz8oEe1jSmog1ySp5ZJJPTr58nmzb1xdpbj5GT9nigp+x9U9lARCBorIoMiaPS4KdXl/306N5We3mEU51jnvgd91As7lZxYbRbFplKASkZRt4LJaObA9yewd1PR9bH21TKmoHa4UjO8S63c9aZSlsYe41h2EoVGA4pL+ikdyUpkWGArOnRwJTf3diQSqyg5l5de/h7LKSnk3cOrGRcaQVu3iloUi8XCyviT7EyLothUSrjGg6lNulTqWyMQNBSEQBE0CnJLilgSe4zTuSkYzCY8VY5Mb9adECd3unmFlK/gWZ1wkjauvmSdy4W+ar5M2Ebqufyy77VWunuFlv/31pTzbEw6S76hmABH18u6q16NDc/vxFRiYtA3otagvnG1ZnhgLQqNzEvnvuY9cVep2Z8Ry4p4aw3K2sTTtHT1IcjRrVyc5BuK+fPC/vLz7wztSKGxhB/P7OT1DsPxV7sAsD7pLFtSIpnRvAceKjUr4k7wzamtvNNpVKWmkgJBQ0AIFEGDp7DUwP+Ob6SZizdPtumPk52KjOIC1GVmTmFOHoQ6uRNbkE2WvpB3D6/B61gxac8pCZfJcbRTkle2DNJBZkcXz2AADmbG82/MEaY26UKokwebU85d1l21KowGI4dmncDBQ0Xnh9rW7B9AUO20cfOjjZtflftjtFn08A4tX5FyW1BbNiWdo8hUSrGplJlH19PePYBQJ3cy9AUczIinxGxdjuxtr2GAXzNkUiln89LYlnKeaU27YrFY2Jx8jpFBbYhwDwDg3uY9eGHfEo5lJdLFK6TGX7dAUJuIGhRBg2d90hlclQ7MaNadUCcPPFSOtHL1xdPeCQCJRMKDLXrjqrBO3RTmFFO0LBv3p/KI0maWixOpRIK3g6bc+n5T8jl6+4TTyyccP7Uz05p0RSGVsyc9+toxPbsDk8HM4E9719CrFtiSMI0Hx7OTyS0pwmKxEJmXjsliwadsKsaMhaPZiSyJO8autOhycWIvs+OJ1v3Kbe9bufoSU2Atys7SF6It1dPSpaIZnr1cQaiTR/kxAkFDosYFyscff4xEIuGZZ54p36bX63n88cdxd3fH0dGR8ePHk56eXtOhCBopJ7KTCHZ046ezO3lh32I+OLKWnalRlY5xV6l5OWIoHdwDcPm0AIkJ5MlmMFirFZs7ezMqqA2pRVrAar2dUJBT6WEhlUgqdVetilK9kcO/nMbBy56O97au5lcrqAtMDu+Mr4MzrxxYxmO7F/DNqa1MadKZ1zsM57agNmjsKmfYlFI5EmBMSHu8yoQzXGx0V9YMr9QqlP+bndMoKo4RCBoSNTrFc/DgQX766SfatWtXafuzzz7L6tWrWbRoEc7OzjzxxBOMGzeO3bt312Q4gkZKpl7H9tQLDA5owYjA1sQV5LAw5jByqZQeZS6UYC1+7XbAg7QdBgAkJhicEkSvce3wUztzMicZvakUg8lIkdGAGQtOV3hYpBVrrxrPume2Yy41M+zzPtX/YgV1gq0p54ktyOKxVn1xV6m5kJ/B/OhDuCgcuCO4HSMDWxOtzUJXWoJSJidc48Hz+5Zc1olXIGjM1FgGRafTMW3aNH755RdcXV3Lt+fn5/Pbb7/xxRdfMHDgQDp16sTs2bPZs2cP+/btq6lwBI0YCxDk6MbYkAiCHN3o69uE3j7hl/XdyY7KY/VjWys2yECxvQQ/tXO1xVKqN3L09zM4+jjQ/q6W1TauoO5gMBlZFnecCWEdae8eQIDalQF+zensEcyGZKtjsVwqo7mLN508g2jj5oe9XIFGoUJb+p9meKV6nMtEsMbO6piqvVLDvGvUPAkE9ZEaEyiPP/44t912G4MHD660/fDhw5SWllba3qJFC4KCgti7d29NhSNoxDgrVPg6VBYZvvbO5JYUlf9uKjXx75S1mAwVniiY4OySKMwmq++J1qBHJbNDUVY4e63uqldizRPbrNmTL0T2pKFislgwWczlniYXkUokXM24O8zJg3N5aZW2nc1NK29056FSo7FTVTqm2FhKbEGWaIYnaJDUyBTPggULOHLkCAcPXt56PC0tDYVCgYuLS6Xt3t7epKWlXXY8QElJCSUlFT0ZtNqrp9AFgksJ13iS/p9pl/RibSX/k+3vHSD1cEYlQy0AfW4JCbtTCenrz9m8tPKmY9fTXfW/GIoMHJ97BkdfNW2ntKjGVyioba7WDM9NpaaZsxeLY49iJ5XhrlJzPj+DfRmxTAit6LU0O3IPLgoHxoZGADDIvzmfndjExqSztHXz42BmPPG6HO5q2hWwFnMP8m/BmsRTeNk74aFyZHn8CVyU9pU8WASChkK1C5TExESefvppNm7ciEpVPWnHmTNn8u6771bLWILGx2D/FnxyfANrEk7T2TOIuIJsdqZFld/443cls+PDA5eJEwBkEg4vPE1ck0IOZybwRJt+lca9WnfV/7L6sW2YjRZGfNO3Jl6moBa5WjO8Gc178ECLXiyNO87vkXsoNBpwU6oZHdyOvr5Nys/JKSmqlGUJ13jyQPNeLI8/zrK443jZO/Foqz7lHigAwwJaYjAZ+evCAYqMBpo4e/JU6wHCA0XQIKn2ZoHLli1j7NixyGQVHxiTyYREIkEqlbJ+/XoGDx5Mbm5upSxKcHAwzzzzDM8+++xlY14pgxIYGCiaBQqumxPZySyNO0ZGcQEeKkcG+7egj28TjCVGvg6fQ0FyYZXnmtylmNcEcVtw28vEx9aUSDYknS3vrjo5rBOhV2jtXqIz8LHLLBx9HHg+6YFqf30CgUBQH7Bps8BBgwZx8uTJStvuvfdeWrRowcsvv0xgYCB2dnZs3ryZ8ePHAxAZGUlCQgI9ely5H4lSqUSpVFZ3qIJGRDt3/yu2rzeVmnFv5kpJvgGDrrR8u0QKF1vuyLLNPCLtjr+392XnD/BrzgC/5te8/qpHtmAxWRjxbf+bfg0CgUDQmKh2geLk5ESbNm0qbVOr1bi7u5dvv//++3nuuedwc3NDo9Hw5JNP0qNHD7p3r74W9gLB9aB0VDBjy3gsFguFGUXs//Y4Oz88SOigICRSyDydQ0FqIbrUqjMs10KvLeHUgvNoAp1oNbbJtU8QCAQCgW2s7r/88kukUinjx4+npKSEYcOG8cMPP9giFIEAsBYgOnqrKcm3TiXe8csgXILLXD9NZqSym1/wtupha/bkth8GVEusAoFA0BioFYGybdu2Sr+rVCq+//57vv/++9q4vEBw3aSfyEIipVycALckTorz9Jz+5wLOwU40HxV67RMEAoFAAIhePAJBJXJjtSg11VfvtPLBzVjMFkb9OLDaxhQIBILGgBAoAsElFGUW4+SnvvaB1zNWjp6zS6JxCdPQdERItYwpEAgEjQUhUASCMkxGM0a9CfdmLtUy3ooHNmExW7h9lsieCAQCwY0iBIpAUEbSvlQA/Dpfvpz4RinMKiJyeTRuTZwJHxJ8y+MJBAJBY0MIFIGgjLhtSQAE97vcL+VGWX7/JixmuP2Xwdc+WCAQCASXIQSKQFBGyuEMAAK6+97SOLqMIs6vjMW9mQuh/QOqIzSBQCBodAiBIhCUkR2Zi1wlQya/tY/F8ns3ggXu+E1kTwQCgeBmEQJFICijIKUQB0+HWxsjrZALa+PwaOlKcO9bnyoSCASCxooQKAJBGYYCA66ht9Z8ctmMDSJ7IhAIBNWAECgCAZAbr8ViBu927jc9Rn5SAdEbEvBs7UZQD79qjE4gEAgaH0KgCARA7KZEAAJ73nyB7MXak9Gzh1RXWAKBQNBoEQJFIKDCAyV0UNBNnZ+XoCVmcyLe7TwI6OJTnaEJBAJBo0QIFIEAyDiVjUQmwdHr5opkl824mD0RtScCgUBQHQiBIhAAefEFqFxurklgbryWuK1J+ER44tfx1l1oBQKBQCAEikAAQHF2MRp/x5s6d9k96wEYM1fUnggEAkF1IQSKoNFjKDJgMpjxaOl6w+dmR+cRvyMF305e+LTzrIHoBAKBoHEiBIqg0RO/s6xJYJcbn55ZNn0DAGPmiOyJQCAQVCdCoAgaPQk7kgEIHXBjfXMyI3NJ3J2KX1dvvNt41ERoAoFA0GgRAkXQ6Ek9Zm0S6BNxY1M0y2dYsydj5w6t9pgEAoGgsSMEiqDRk3MhHzsHOVLp9X8cMs9mk7QvjYAePni2cKvB6AQCgaBxIgSKoNGjSytE7X1j/idLp28ERPZEIBAIagohUASNGrPZjEFXimuY83Wfk34qk5SD6QT28sW96Y2v/BEIBALBtRECRdCoyY7MBQv4drj+ItdlM8qyJ38Mq6mwBAKBoNEjBIqgURO7JQmAoN7+13V86rFMUg9nEtzXD7cbyLoIBAKB4MYQAkXQqEnanwZAyHUuMV5+b5nvicieCAQCQY0iBIqgUZN5JgepXIpKc+0+PMmH0kk7lkXowABcgzW1EJ1AIBA0XoRAETRq8hMLULldX5PA5fdtBAmMESt3BAKBoMYRAkXQqNHnlOAc6HTN45L2p5JxMpuwwYE4B1z7eIFAIBDcGkKgCBotxfklmI1mPFtf22ht+X2brNmTOSJ7IhAIBLWBECiCRkvc1kQAArr6XPW4hN0pZJ7JocmwYDR+jrURmkAgEDR6hEARNFoSdqUAEDrw6it4VjxgzZ6Mni06FgsEAkFtIQSKoNGSfjwLJODevGo32LgdSWSdy6XpyBCcfNS1GJ1AIBA0boRAETRacqLzUTjaXbVJ4MoHN1uzJ7+L7IlAIBDUJkKgCBothelFOF4lKxKzJYHs83k0vyMMR68bayYoEAgEgltDCBRBo8RsNlNaZMStadV29Ssf2oJEKrInAoFAYAuEQBE0StKOZgLg28HrivujN8aTG51P8zHhOLipajM0gUAgECAEiqCRErutrElgnys3CVz58BYkUgmjfxtcm2EJBAKBoAwhUASNkpSD6QAE9/G9bN/5tbHkxWppOb4J9i4ieyIQCAS2QAgUQaMk62wuMoUUhYPisn2rH92KRCbhjl8H2SAygUAgEEANCJSZM2fSpUsXnJyc8PLyYsyYMURGRlY6Rq/X8/jjj+Pu7o6joyPjx48nPT29ukMRCKpEm6zD3t3+su3nVkSTH19A64lNr6vDsUAgEAhqhmoXKNu3b+fxxx9n3759bNy4kdLSUoYOHUphYWH5Mc8++ywrV65k0aJFbN++nZSUFMaNG1fdoQgEVaLPK8El5PKmf2ue2IZEJuH2n0X2RCAQCGyJvLoHXLduXaXf58yZg5eXF4cPH6Zv377k5+fz22+/MW/ePAYOHAjA7NmzadmyJfv27aN79+7VHZJAUAldRhEWkwWv1u6Vtp9ZEoU2UUe7u1ugdLx86kcgEAgEtUeN16Dk5+cD4OZm7Rh7+PBhSktLGTy4YnVEixYtCAoKYu/evTUdjkBA7OYEAAK6Vy6QXfvUNqRyCaNmDbBFWAKBQCC4hGrPoFyK2WzmmWeeoVevXrRp0waAtLQ0FAoFLi4ulY719vYmLS3tiuOUlJRQUlJS/rtWq62xmAUNn8Q9qQCEDg4s33bqn/MUJBcSMaPlFQtnBQKBQFC71GgG5fHHH+fUqVMsWLDglsaZOXMmzs7O5T+BgYHXPkkgqIKk/ekgAddgTfm2dc/sQCqXMvL7/rYLTCAQCATl1JhAeeKJJ1i1ahVbt24lIKCinb2Pjw8Gg4G8vLxKx6enp+Pj43PFsV599VXy8/PLfxITE2sqbEEjIPN0NlhgzoDFJOxO4cS8c+hSRfZEIBAI6hLVPsVjsVh48sknWbp0Kdu2bSM0NLTS/k6dOmFnZ8fmzZsZP348AJGRkSQkJNCjR48rjqlUKlEqxZJPQfVg1JsAiN+ZzO+9FyFVSJHIJIz4tr9tAxMIBAJBOdUuUB5//HHmzZvH8uXLcXJyKq8rcXZ2xt7eHmdnZ+6//36ee+453Nzc0Gg0PPnkk/To0UOs4BHUOCajGYvZAoDFZP1/s8EMwILRKxn4QQ/8u1w5kycQCASC2kNisVgs1TqgRHLF7bNnz2bGjBmA1ajt+eefZ/78+ZSUlDBs2DB++OGHKqd4/otWq8XZ2Zn8/Hw0Gs21TxAIyojflczsPv9ecZ9ELsFitNB8dBgTF41EZier5egEAoGgYXMjz+8ameK5FiqViu+//57vv/++ui8vEFyVuLImgVfCYrS+dzPP5JRnWQQCgUBgG0QvHkGjIvVw5lX3t5nSnIcPT0GurNEV+AKBQCC4BuIuLGhUZJ3PRSIFi7lim0QmQSqXMurHAUTMaFXlNKVAIBAIag8hUAQNGovFQrQ2i11pUf9v7+5jojrzPYB/zzAvDC/DIAjDICBYFEV0sXRdpIm7K0nremu39rZbQim3NtuYeiPaXoupsf2jays2fbNtsO0fN3dT26beq201121QWC27FJGXKoJACwUERqswzCAvMzDP/QM9OkgRkivnwHw/Ccl4nmeOv/PNwPxy5jlz0NnfC1e7HdBJwNDoRziSRsKce8z406F1iFgSNvHOiIho2rBBoVmrzz2Ejy+U4oL95p2yLX0eCP3NzzaXPLUQD3+wBvoAnTJFEhHRuLgGhWaloZFhvFtb7NWcaGzDkAQguQABoGdnEGo3D8Ot44JYIiK1YYNCs9Lxjnq09fUAAEw6f/zbwt/gz4P3AgAkAbi3hWLwASNsAw787eJ5JUslIqJxsEGhWWdEeHCq6wcAgAQJW1N+j/TI+LPgkwAADGhJREFUBMA9Oj43JQx5f/kjtNLoy/8fth/hGhlWqlwiIhoHGxSadS722WF3DQAAls6JQnSgGQDQfLwNAJC5exUiA0xIDR+96eS1YRdanFcVqZWIiMbHBoVmnf5hl/w4OsAsP24pvgiDSYeF/zJ6f6gbjQsADNzyHCIiUh6v4qFZJ1B3847E7dd65Mcbv/1X9DQ75O85ae+7ORag5V2MiYjUhA0KzViDw2581XoWNVfb4XQPISYwFH9acC9ig0IxxxCA7qF+1PV04SfnVcwPDkNYYiiuzHXhL1XH0Nnfi5Hr39YWrDMg3hQu77eksxFFF+vR6xrAvKBQPLHgXsQHh/9SGUREdBfwIx6asf7aVI56uw1PL1qFl1f8AUtCLXj7XDF6XYNYHZUIYPRy4n21JSjpbESrsxvvn/87gnQGGPxu9uaLQizQaUZvDFjxcyv+u7kK62KXYmfqWswLNGNfbQkcrkElDpGIyGexQaEZyTUyjOor7Xg0/ldYGBKBCGMwHopbhghjEE52NeH31kVIuH7W49qwC5//eAav1fwNLs8I6u02eZ2K0U+HPvfN5uN4xwXcb1mADMsCWANDkH3Pr6HXaPHPSz8qcpxERL6KDQrNSB4h4IGAVvLz2q7TaPGj42fo/bTYsvS3WD4n+hf3sdhswfq4ZfiprxsAMOwZQZuzG4vNFnmORpKQZLag2XHl7hwIERGNi2tQaEby1+qQEByO/22vRVSACSa9P07/3IpmxxVEGIMAAEatHs8lr0Z7Xw9KbT/gH5eaEaLzx5LQKGRYFmB+cBjOdXdgcMQN18gw+odd8EAgWO/v9X+Z9P6wDTiUOEwiIp/FBoVmrI2L0vFfjeXIP/0lNJAQGxSK++bGoe36GZEbYoJCkXXPfaiz27AqMgFrY5IVqpiIiCaLDQrNWHONwfiP5ZkYGhnG4IgbIXojPqovRbh/0LjzTTr/2xa7OlyD8PfTQe+nhUaSoIEE5zhzQnTeZ1WIiOju4hoUmvEMflqE6I245nahrqcLy8PmjTsvwRSOC3ab17Z6uw0J1y8x1mr8EBs8B/W33GDQIwQu3DKHiIimBxsUmrHO93SitrsTVwb7UNfThbfOHYclwISMyAQAwOGWGvxnwz/l+aujEnFlsA//01INW38v/t7ZiMqf25AZvUiekxmdhFLbDyi71Iyu/l58+kMFXJ5hrLq+TyIimh78iIdmrIFhNw7/9D3sQ/0I0OqxIjwGf5y/HH6a0b671zWA7qF+eX64fxD+Pfm3ONhcheKOBpgNAchZuBLJoVZ5zn1z49DnHsTXrWfhcA1iXlAotiT/Dia9cdqPj4jIl0lCCKF0EVPlcDgQEhKC3t5emEwmpcshIiKiSZjK+zc/4iEiIiLVYYNCREREqsMGhYiIiFRnRi6SvbFsxuHgt3sSERHNFDfetyez/HVGNihOpxMAEBMTo3AlRERENFVOpxMhISETzpmRV/F4PB50dnYiODgYkiQpXc5d4XA4EBMTg/b2dl6pNAnMa2qY19Qwr6lhXlPjS3kJIeB0OmG1WqHRTLzKZEaeQdFoNJg3b/xvC51tTCbTrH/B/n9iXlPDvKaGeU0N85oaX8nrTmdObuAiWSIiIlIdNihERESkOmxQVMpgMOCVV16BwWBQupQZgXlNDfOaGuY1NcxrapjX+GbkIlkiIiKa3XgGhYiIiFSHDQoRERGpDhsUIiIiUh02KERERKQ6bFBUZM+ePZAkCVu3bpW3DQ4OYvPmzQgLC0NQUBAeffRRXLp0SbkiFdbR0YEnn3wSYWFhMBqNSElJwZkzZ+RxIQRefvllREVFwWg0IjMzE01NTQpWrJyRkRHs2rUL8fHxMBqNWLBgAV599VWve2D4cl6nTp3CQw89BKvVCkmS8OWXX3qNTyab7u5uZGdnw2QywWw245lnnkFfX980HsX0migzt9uN/Px8pKSkIDAwEFarFU899RQ6Ozu99uFLmd3pNXarTZs2QZIkvPPOO17bfSmvsdigqERFRQU+/PBDLFu2zGv7tm3bcOTIERw8eBAnT55EZ2cnNmzYoFCVyurp6UFGRgZ0Oh2OHTuGuro6vPnmmwgNDZXn7N27F/v27cP+/ftRXl6OwMBAPPDAAxgcHFSwcmUUFBSgsLAQ77//Purr61FQUIC9e/fivffek+f4cl7Xrl3D8uXL8cEHH4w7PplssrOzcf78eRQVFeHo0aM4deoUnn322ek6hGk3UWb9/f2oqqrCrl27UFVVhUOHDqGhoQHr16/3mudLmd3pNXbD4cOH8d1338Fqtd425kt53UaQ4pxOp0hMTBRFRUVi9erVIi8vTwghhN1uFzqdThw8eFCeW19fLwCIsrIyhapVTn5+vrj//vt/cdzj8QiLxSLeeOMNeZvdbhcGg0F89tln01Giqqxbt05s3LjRa9uGDRtEdna2EIJ53QqAOHz4sPzvyWRTV1cnAIiKigp5zrFjx4QkSaKjo2PaalfK2MzGc/r0aQFAtLa2CiF8O7NfyuvixYsiOjpa1NbWiri4OPH222/LY76clxBC8AyKCmzevBnr1q1DZmam1/bKykq43W6v7UlJSYiNjUVZWdl0l6m4r7/+GmlpaXjssccQERGB1NRUfPzxx/J4S0sLbDabV14hISFYuXKlT+a1atUqnDhxAo2NjQCA77//HqWlpVi7di0A5jWRyWRTVlYGs9mMtLQ0eU5mZiY0Gg3Ky8unvWY16u3thSRJMJvNAJjZWB6PBzk5Odi+fTuSk5NvG/f1vGbkzQJnk88//xxVVVWoqKi4bcxms0Gv18u/3DdERkbCZrNNU4Xq0dzcjMLCQjz//PN46aWXUFFRgS1btkCv1yM3N1fOJDIy0ut5vprXjh074HA4kJSUBD8/P4yMjGD37t3Izs4GAOY1gclkY7PZEBER4TWu1WoxZ84cn88PGF0/l5+fj6ysLPkGeMzMW0FBAbRaLbZs2TLuuK/nxQZFQe3t7cjLy0NRURH8/f2VLkf1PB4P0tLS8NprrwEAUlNTUVtbi/379yM3N1fh6tTniy++wIEDB/Dpp58iOTkZNTU12Lp1K6xWK/Oiu8rtduPxxx+HEAKFhYVKl6NKlZWVePfdd1FVVQVJkpQuR5X4EY+CKisrcfnyZaxYsQJarRZarRYnT57Evn37oNVqERkZCZfLBbvd7vW8S5cuwWKxKFO0gqKiorBkyRKvbYsXL0ZbWxsAyJmMvcrJV/Pavn07duzYgSeeeAIpKSnIycnBtm3b8PrrrwNgXhOZTDYWiwWXL1/2Gh8eHkZ3d7dP53ejOWltbUVRUZF89gRgZrf69ttvcfnyZcTGxsp//1tbW/HCCy9g/vz5AJgXGxQFrVmzBufOnUNNTY38k5aWhuzsbPmxTqfDiRMn5Oc0NDSgra0N6enpClaujIyMDDQ0NHhta2xsRFxcHAAgPj4eFovFKy+Hw4Hy8nKfzKu/vx8ajfevuJ+fHzweDwDmNZHJZJOeng673Y7Kykp5TnFxMTweD1auXDntNavBjeakqakJx48fR1hYmNc4M7spJycHZ8+e9fr7b7VasX37dnzzzTcAmBev4lGZW6/iEUKITZs2idjYWFFcXCzOnDkj0tPTRXp6unIFKuj06dNCq9WK3bt3i6amJnHgwAEREBAgPvnkE3nOnj17hNlsFl999ZU4e/asePjhh0V8fLwYGBhQsHJl5ObmiujoaHH06FHR0tIiDh06JMLDw8WLL74oz/HlvJxOp6iurhbV1dUCgHjrrbdEdXW1fMXJZLJ58MEHRWpqqigvLxelpaUiMTFRZGVlKXVId91EmblcLrF+/Xoxb948UVNTI7q6uuSfoaEheR++lNmdXmNjjb2KRwjfymssNigqM7ZBGRgYEM8995wIDQ0VAQEB4pFHHhFdXV3KFaiwI0eOiKVLlwqDwSCSkpLERx995DXu8XjErl27RGRkpDAYDGLNmjWioaFBoWqV5XA4RF5enoiNjRX+/v4iISFB7Ny50+vNwpfzKikpEQBu+8nNzRVCTC6bq1eviqysLBEUFCRMJpN4+umnhdPpVOBopsdEmbW0tIw7BkCUlJTI+/ClzO70GhtrvAbFl/IaSxLilq+VJCIiIlIBrkEhIiIi1WGDQkRERKrDBoWIiIhUhw0KERERqQ4bFCIiIlIdNihERESkOmxQiIiISHXYoBAREZHqsEEhIiIi1WGDQkRERKrDBoWIiIhUhw0KERERqc7/AZ1y+/eULCdqAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# The RL4CO trainer is a wrapper around PyTorch Lightning's `Trainer` class which adds some functionality and more efficient defaults\n", - "trainer = RL4COTrainer(\n", - " max_epochs=3,\n", - " accelerator=\"auto\",\n", - " devices=1,\n", - " logger=logger,\n", - ")\n", - "# fit model\n", - "trainer.fit(model)\n", - "\n", - "# Testing\n", - "\n", - "# Greedy rollouts over trained model (same states as previous plot)\n", - "model = model.to(device)\n", - "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", - "\n", - "# Plotting\n", - "print(f\"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}\")\n", - "for td, actions in zip(td_init, out[\"actions\"].cpu()):\n", - " env.render(td, actions)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Using 16bit Automatic Mixed Precision (AMP)\n", - "GPU available: True (cuda), used: True\n", - "TPU available: False, using: 0 TPU cores\n", - "IPU available: False, using: 0 IPUs\n", - "HPU available: False, using: 0 HPUs\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "val_file not set. Generating dataset instead\n", - "test_file not set. Generating dataset instead\n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", - "\n", - " | Name | Type | Params\n", - "--------------------------------------------------\n", - "0 | env | CVRPTWEnv | 0 \n", - "1 | policy | AttentionModelPolicy | 694 K \n", - "2 | baseline | WarmupBaseline | 694 K \n", - "--------------------------------------------------\n", - "1.4 M Trainable params\n", - "0 Non-trainable params\n", - "1.4 M Total params\n", - "5.557 Total estimated model params size (MB)\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5ee3b62151bd40e4ae039c519db091a9", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Sanity Checking: | | 0/? [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# The RL4CO trainer is a wrapper around PyTorch Lightning's `Trainer` class which adds some functionality and more efficient defaults\n", - "trainer = RL4COTrainer(\n", - " max_epochs=30,\n", - " accelerator=\"auto\",\n", - " devices=1,\n", - " logger=logger,\n", - ")\n", - "# fit model\n", - "trainer.fit(model)\n", - "\n", - "# Testing\n", - "\n", - "# Greedy rollouts over trained model (same states as previous plot)\n", - "model = model.to(device)\n", - "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", - "\n", - "# Plotting\n", - "print(f\"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}\")\n", - "for td, actions in zip(td_init, out[\"actions\"].cpu()):\n", - " env.render(td, actions)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "venv-rl4co", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/cvrptw random policy/temp_dev.py b/notebooks/cvrptw random policy/temp_dev.py deleted file mode 100644 index 7647f83d..00000000 --- a/notebooks/cvrptw random policy/temp_dev.py +++ /dev/null @@ -1,93 +0,0 @@ -import torch - -from rl4co.envs import CVRPEnv, CVRPTWEnv -from rl4co.models.nn.utils import rollout, random_policy -from rl4co.models.zoo.am import AttentionModel -from rl4co.utils.trainer import RL4COTrainer - -# env_cvrp = CVRPEnv() -# env_short = CVRPTWEnv(num_loc=20) -env_cvrptw = CVRPTWEnv( - num_loc=30, - min_loc=0, - max_loc=150, - min_demand=1, - max_demand=10, - vehicle_capacity=1, - capacity=10, - min_time=0, - max_time=480, - scale=True, -) - -env = env_cvrptw - -# batch size -batch_size = 3 - - -### --- random policy --- ### -# try random policy -reward, td, actions = rollout( - env=env, - td=env.reset(batch_size=[batch_size]), - policy=random_policy, - max_steps=1000, -) -assert reward.shape == (batch_size,) - -env.get_reward(td, actions) -CVRPTWEnv.check_solution_validity(td, actions) - -env.render(td, actions) - - -### --- AM --- ### -# Model: default is AM with REINFORCE and greedy rollout baseline -model = AttentionModel( - env, - baseline="rollout", - train_data_size=100_000, - val_data_size=10_000, -) - -# Greedy rollouts over untrained model -device = torch.device("cuda" if torch.cuda.is_available() else "cpu") -td_init = env.reset(batch_size=[3]).to(device) -model = model.to(device) -out = model(td_init.clone(), phase="test", decode_type="greedy", return_actions=True) - -# Plotting -# print(f"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}") -# for td, actions in zip(td_init, out["actions"].cpu()): -# env.render(td, actions) - -### --- Logging --- ### -import wandb -from lightning.pytorch.loggers import WandbLogger - -wandb.login() -logger = WandbLogger(project="routefinder", name="cvrptw-am") - -### --- Training --- ### -# The RL4CO trainer is a wrapper around PyTorch Lightning's `Trainer` class which adds some functionality and more efficient defaults -trainer = RL4COTrainer( - max_epochs=100, - accelerator="auto", - devices=1, - logger=logger, -) - -# fit model -trainer.fit(model) - -### --- Testing --- ### - -# Greedy rollouts over trained model (same states as previous plot) -# model = model.to(device) -# out = model(td_init.clone(), phase="test", decode_type="greedy", return_actions=True) - -# Plotting -# print(f"Tour lengths: {[f'{-r.item():.2f}' for r in out['reward']]}") -# for td, actions in zip(td_init, out["actions"].cpu()): -# env.render(td, actions)