{ "cells": [ { "cell_type": "markdown", "id": "d61c9018", "metadata": {}, "source": [ "# Detect cell boundaries based on ssDNA images " ] }, { "cell_type": "markdown", "id": "b71e90c9", "metadata": {}, "source": [ "The following tutorial descibes a simple demo example for cell segmentation pipeline based on nuclei staining image. The core function was built on cellprofiler which you can refer to [CellProfiler as a Python package](https://github.com/CellProfiler/CellProfiler/wiki/CellProfiler-as-a-Python-package)" ] }, { "cell_type": "code", "execution_count": null, "id": "6a9a5ee2", "metadata": {}, "outputs": [], "source": [ "import sys\n", "sys.path.append('../../')" ] }, { "cell_type": "code", "execution_count": 1, "id": "fb286086", "metadata": { "scrolled": true }, "outputs": [], "source": [ "import cv2\n", "\n", "%matplotlib inline\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "d37bcc87", "metadata": {}, "source": [ "we have include a demo image file for your testing, you can find with name 'demo.tif'" ] }, { "cell_type": "code", "execution_count": 4, "id": "05c68ea1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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QPtkA5bw76km+CE8anCw6aJ/0ZDBrZbfISv282vC0ZHwSmmfWmDfmJ507S0FOW2GPA4vy9WPnFYBikmIuMx0l9sQZSHEBsHiUQC0wJeXyA2tSqj8wLr7UZ65cxiQg7SZ0xXmDiUUB5LO2OJnWnifRzrPUMe/aZ62fF5V54GTSOF1mgbXKYmxZOYe+/2QDlHH5JA3Gs7bzvKnZWedMYz8mUfjTylnk2UyrZ5KcpwIYX8Wv+uKeZRU+6fqztCN8otGhQqHD44rUj11rf7vSOX7C8wmg4zEGw41+ewzQxECMsrhWIKpa2/qQpxQgw2HnlRgUVyrP5+AylP01NKvMiJTrjDh1r86uP3U/k8by2P0+lZXnec9p00DYNLC6yLXL1H2epq5F5pSLBECLypNiKC4apExbLE0bS2eU5wugnLc8y4BnGap/nqx6n8tM1pMG8EUyJKuaR846OTwNGWdKAjtRMqUAUszWxjLYKEBISUl7AycF62FmlKKoMZbDj/dtAEfOii2DnhhcFaImVHahsg15B4b7kLWVxTXydp1t7kcGuQGUKFY5+UDHCmCZn6731L2NMyj5GEiZBGwm9fEsOYsSPK+yFqlnnjJZ9LxV5Gm8IxcJgGbJRQLS8+zHZcpaFtScEdD+YAGUVRTxWVZMFyHj93BR6H7San4ZRuI8GJ3zlkVYl1XLXXaFtIg5Z9b143+X2BIcxR4zQVmXgYlH34tmh9/tOiqMFL4p8FOOqCEFfAlgunik9Is2lIFSqc0ugagO8RbUX4XaNRjugU8NnKQUbImLR+2MApiIDaTE1oShTvD56D7LZiHH6Xb4HEgpWJ6J0USTns+klf9ZwMU8tmbWddMYsHmyKOMwXtc8tu9Snh1ZlcE+i5wTYzIuzx9AmfcgFnlQsyal502m9cc4NTrrnGXKXbU90+Q8maRVZZH2rgJEZpVT/j+YTQJTEEEUgIYp+MJsEkMcGfOQGytiitpVxWbEm1Li2QlkHZlQCtNKZszFgFOb6vmy+cULDIQdgwufk3BeorridahsAXVra8PAie0uTKp7cVWIqyNg4bB6LS29H9i9hD6KBVTy3ExGXv0R1fVb3oe8K0BEADXlcVRmZUo/jR+f+GxmMXfnJeNAqtTvC18377xQ5qplLCI/6CDnjOzCUnKRjMusRfwZ5+VPNkBZlm56Hl6G87iHRSeGRc8ZV5qz6p1U7qIU86K/l+VpAJhJ7Zt0z4u8yNP6pgRGXDQGUGKIKuBqFG94YBeiGkQNU+x9++S6PtqCxmtQe0HKu3sHBg/VzqgGcSzAMjwEWuCHpuRL4CQwGFibXGKMSaJ68tSO18BVBBayYxh2gRrUtyCKYHgCw2OVW70KlesCN8NDyI/A9yg29ouM8SkYmwTIIRpANtB1yZrMSa6m+voPZVYiHT2f4LDrvTFGgbEpM0ZlJqnEsgQ/mUl+OhNB/lkXUed53XgZQRZt76ryPMzHk2SV+Slc96T7ZBW2bxKTOKv8M8y9n2yAcpHyJAbKRQ7IWS/JRU885TbMAwizBu+i/TOvjGXljC/VxHteVeGMr2TL3wMIiEt/B1NPVQDAVYEAXhKoXJVJJc2k6NMDsQmuAvEVSK5D5QZkPYg7kOQQNwUSogQG9yl2/80HAig+M4Yi1nUY4KEqQJBsyN/E9yE9UV9EVZ3XP1B7swHE29B8UUo+eqh6PFB9Fa78GFSr0HoEB38MwzvGBtWsS0p97mK1yffBW98kV6H5OsRr0P0I0h6QUuRTCeYkYrWvYHCMaSrAibFOPhwL146zGKX/fSiDUTmFLMLGTHoPyu/305hDFrn2aYGss5Y3ixFYtI5VFoDnfd/nWeZTApPPF0D5JD6MJ2EbvOgJDE5PptPqnwaWlrHFL/rihXJXARtPim2ZB6xKLEkRklsCKC4CkhGTQFL6HoM3U0pkbEW0Aet/CjbfgO4x9D6A/seQtXRNvAVUIB1A1reua0D1JjRfHdWfdqyeRMeGLWAISQy0BVyimuqrXIX6bUjWYbCn+vL+6D7SNgI0VWi8APUXR+xJMMkkV2BjCzYiWGtAew/SlkxRcQL5EBiAHwhYuAhIITOzj0vUluo1ldl5aP1Sp0gY55IRqwMCN1kXyBiZyCxqKM8EUk6NwRJALDMsZUATTFM++PZMMtXA5HdpHmBZVM6isMffpbO8n9PkLHPVqkBhUhvG+36Zsp42M3Qe4OSsi6tJ5awgzxdAeZZlGu2/qP14VZlnWlhU5l03z15dBgzLtGXa5Lhoe+a9IGdlS1adDKbVW253ORw3OJpGdoqt+F0ihei9TDfxJsQbBlCC+SL4cVyBtTdg8wq4TcgiYAP8iflk5AIXg0OZcvKBKfcqkMg8kztwa1DbgcZtSBrQvQ/9e0AHfF0AJFmH6ovQfBMaLwoIuA8h2gZygZx0D/yhMTAVAxu5QEvaMnOQEyvTSgUe2j0BqOQGbL4i083gBLoGtnzfwJiDpC7QEnYoTnvgu7qvZN18gLtWf00ALd5S32XHMm/54Qjw5EN9jzP1VTms2lUgbqi/8szA0tDAScbIzyVXewqQEoBKeL5lpmXa2Jgki77X085Z5D1YBZycl6JbVKa9j6u047zmzict59HGVRd28xjzJeUSoMDF0IqMlTntgc+ieGf9Pk8m1bcMQFhksE2biKaVV/5/Xt/4sd9mKfN59S4LrJaRWZPYKivV8IlN0db0wXw48FLawQEVi54hhso1RcU0XoGkCp2PBRyyLoXJxcfQB5IK7L4M2S0Y9qB7F3p3jDnpnQY3aRf6D2SGSTtiGqq3Ye0zUK9B/WVovw3t75uerUOyC81PwdrrAh+DDJJbsPEKNGLoduHgO9D5jvmCOOg/giyDwYEBlB64VGalg7egtan7yQ9krtl5DeoxpDfgQV3tjFKBJ1czf5mHCl/Oe9C7J1YpqkDtFUiPVXbWhWjN7uk1gbnex5AbGExqMDyC9EgAiFRAymWI/Ukg2Yb6C+CaMmMN9+Rk7IcUAMkHsGK+Oz6jyNsS2Ki8dP7MsTbvfVhGuZ4VpE9rz3mVvajMmsvGFzrnOd8vUtYqAGkZfbGKXATgCmWOj9UVgeolQIHFFNiyg/Cscl4oeJnv5XudRzOPf58FZqZNDrMmzPHvT2qSO6ssO/mM928wFVSkNJMtSDaBWIo071OwKpEBFR9YjZdh7Udg/ZYidbK6OZ9an/sU2vdhGMP6OlyPIKvCSUXApP9QK/64Lp+SYUvmn+GhmIbcq864Ac7YgigSixJvA+aASw5UZGIZDsSADDtQ24StGmw4yBPI3oD+/ZGyHuwJVODkz+IjKfhsD7oD6Cbg22Iu3OuqOwb6TsAg2YJKExovQ2MDeh04+hPze0kN8DTEktSuQXwgUOOdHd8W2Irqeg4p0LgpP5f2u9B7R2DKWV/mHT0PV4V4F+qfgvot6N2H9vdUhu+rP6Ka7jHrgrfrCGDEM3JyLkVGzRxLizKP48cmmYlWebemKbdVWIcnwUyEOsb/n3buedc7C1zOYnumnfMsyiLz+ZJ9+4MHUJ6UOWWRQfasU4arvqiTJsFyeeVJIpw/rx9WBSnPYv/aisK50Qo6HC/8SuoK+a3dhuSazu0fCEjEG1rVpx2xHaAVfOMVWLsFjcSsButiElxVzEY6MB+QDNbehFpFSjjLod+mYGHWX5ZC7TwSM5I+MlbFAw0zxbShdwDplrEeHSnZqCpFnA9VV9rSPWYZ8AqkDSn4CE6ZSXwObmDtrpvCTpA5pAuZhRfndk77PTi6Duk6dHrQ/dhMMA3Y3IWrMRzXIX0Zeh9Bfqw8KpE5FacDmauoqn9wAg3DlhiOYQb11+DGa7pmb1Pl5x2obgmw9T6Sk7FzxnLVwW0CXUVExcZGRTWoXtFz6t8VaxPyzjC0fkD94MwnJiTGK/Yk8mNjBZYb2/MWJ2eVWcBn3ur5It/R8QXmIuzmogunRWRVkHlefXIeJranqKd+MADKMorwvOQizQqTyjsvxmXSpDKtzmlljP8+Di6WaesnhTlZRMYn7wBSQv9EjNiRmoBIZcfYiQhqG5DXYfs1AZSjd6H7rliGaFP+Jy4Wo5DmAjMhH0meohwm+4rgaW/BB1dh6KF/aOHEOdR2YX0LYieH1UoNjv9EICUf2C1kkA51K9VUkTGuIRYn7wADgaB0COnh6F47PXjgob0ts9LB9yA7VLsiU8wpUNmAyhpEHUj3IW9BZCntvSVYG96D/T+Ao02BhezI+mF9xPREHryZyEJm3NDHWQp+MAIKPpcJp/W2QJ13sHZTJqQIOdkmVyC+DuuviJXxFpLsO3a/HYFIPxRQc3XwsaKimp+C2AsYuUNwIUIICoBWvCfl/DR2zqlkcmcBG+MKexmGeBF51hYE4wuh8v8XKfPm5GmsyVl01Hk/yyDnWd6SZf1gAJRJnbKo4ruIwbwqGzCrvPOUZcBH+Zpp/TztpZtFsT5rE900WbStE/osrJoLG22I1rFVvvfy+6AjZqB6DTZeh501WQf6GQz25dDpgbSvY5UIUm/J2CqMHGZDkrUenOTQ2ZYijXLwbbUlywUS6g4SB4NtsTNZSwo/G4phcCnkm1BtwNYm+DXYA06OBUryvuqKqwJheSbzzfExnNRRlIyZXiLbj8fHivrZ/RHY2IbBEI7fgcM/BN8yJR2ilAaQ3oH0nvKz+EzX+yEcdwTYui1ova+65EwisLD2svq/8z64Pd23Q/0y3DfT2q4ASMeeVT4cJb9zDag3ob8nP5bMq2+zE0hrjABHohDtxhuw+WkBqf3vItbG8rNEyehZe3PCxZfAWCmTbxg0j6Xnp/T/rPeQsXPHrxv/bVVZ1ISxzPt/1vY9K/PJrHl/lXlk/Fk+yQXdtOd0jn39gwFQJkm5E8/yUOe9jIvU/yzJsoN8GlgZ/z5pJTNrIloWQC56/kWvGKeVXwYi5d9L9xscX53l4sh6cs7MPTAUk+KTketCyHninEXfHMHaEK5WdLz1AjzqQ7ttoCJC4bKpMSI9KeJkC5KmOcMewuA6+LqASr8r0JJc0/XpMdBRm+ImXFmHGw7SRNd1tgRmkg21gcx8Nbr6PgyZaSPbi+eqzvW5HE8br8LuVViLoFeB9hU0S8UCBtUdcBXwXbEYeVe/RTUBqdp1fT84gdZ3YfihznVO7MqVN+HlXXX5d/vQeociMRvIvya5Jl+SqAHHKbieHIh7Dw1QVKC+K8Yo2lA/+oGAIk7PiBokO2JjojXIYntmkYU3Z6NnHSUU/il5eEZDez3GksRNNFWM/zZPSSzKZi6rbOYtUha93rN83bPkrOVcFDNxEfIk2/gEFpjPF0BZdSAtq+SmXf9JlXn9Nq5cwzWroudlwMeqpqZZZV6kLAtQg6knmHYq+t8b6AimhCiRs2rnAWRXgVThvXnXwnERU1DxsA1UHazH0NqGdsX20Sv5iGQWWtt8CZrXoHcE+UdiEA7fhuFNmWH6D+RzsvkpWNuA4yPo3JEjaB6LZakDLQ/9ARDJ0XTjFYX5dvfg+Jsyf0RDYZZ8KCVefRm2flTp7ocn0Lor59k2mpgGHrpHBsQsbHnzUwIR6SEcfh3yh6oz3oT663DzVdiqQC+Hd2swNP+OEPFU2l6IZI3CpIYxTvEm7PwQ1NZh4HRPnTvQ/xCyR+Ar0M3FUNW2dA/eK2Q67QsM1V+HnVdU78kBDPvQ37cMvJna741VCpsf5j2ZdSIYbS0Qo92aS+HIxW/ejtn48VnpxpYFFfN+X2U+XeS9HC97UZPI+HWrAKlF6jmLLDOXnke547LownkeWD2v/lgUFI9JNP+U0/K7v/u7/Jf/5X/JrVu3cM7xr//1vz71u/eeX/u1X+PWrVs0Gg1+5md+hm9+85unzun3+/zSL/0SV69eZW1tjb/yV/4KH3300bJNOS2zTAmLyvhKZNFrnracFwM0rZxFj4+v7mYdnwQKy8/wLHTlRT2TZdvjxj6zzgv+J5aiPmySh9MKvLKr33oP4eQtOPkW9N+Xs6pLBU58GzrHcOzhBJlc+t5Cldcg2lUulGgdfA2q1+Hqi7DVhLoxGQwg/QgOfh8O/2/ofyDQ1NyE9QpcvwK7nxZbkXdgrwUfZfB+G47fFahqvgLbL8DOFeUqqd6wXCqZmAFy3W/tKtSvQ2MN1q4rsoYU2i04GMD+Pgzvq1+ab8Ltn4Dbt+CFHdi4Kd+XyEBXvA1bt+G1CrzkYDeWLwux9bEX2Hv0XXjnEO6kMiEldWtbrHYNWjq35mDTwZrt6+O7lhsmVVTV1kvwwotw/fOw8cNiUqJEfkPX3oQ3rsGr1+DqqzLTHf6hfHkYAE35stRfgXhHQA8z60V1AZi4McprE62LPcLaGbYPKBLzhWzCljV3oTG3iJyFPRmfRy9yIbHqgnSSPCkTySRds+h8MS7zzp20kJzGfJc/y/breejgMVkaoLTbbX70R3+Uf/SP/tHE33/zN3+Tv/f3/h7/6B/9I37/93+fmzdv8hf/4l/k5OSkOOeLX/wi/+pf/Sv+5b/8l/ze7/0erVaLv/yX/zJZNi0BwAJy3krprKzKJ1XKJpZZA/ksZU8qY973Zepd1uy2illukbbMK3esr4sN9kKOkxrEN2DzJ2D3/wVbn4PmDTmN9u9CfkgRxkouE8PJW/D+HnyQwp4XqKndhsYPw7X/HK78Zyoz3hwlJcPJj8PFKi99BIMPIL8P/kimpgzlT4kdVI13TR/B/jfg/e/Ava9B9/s6qbEBiYXp9vuWVt6LMcgzU8QVipT5OCMEcqADnXfg3h/AwdcgewAkcgy+0YQaYkf2PhbgcLHYiGhN4dGpUzsf5WKAnBv5edCF4Qew94fw8NvKqRJZ1FSUKBNudgiPvgUP96DTFyuSWXbcYJ7ZfA1ub8FmBJsJNG+CWwfs92pd9TYcbCcCkIO7ZlbLoHITdv803P5ZqL2G0vFbO+O6TGfxOlSuKAtv/SWxR/G2QIurmu9QzRi38DGWaCJQuYh5bLzsefWVj59FkT2NReGzsBD9JEoZ7KzwzJc28fz8z/88P//zPz/xN+89/+Af/AN+9Vd/lb/21/4aAP/sn/0zbty4wW//9m/zi7/4ixwdHfFP/sk/4Z//83/Oz/7szwLwL/7Fv+Cll17i3/27f8df+kt/adkmXbyco03tQuQsNttZQGzSsWnsxiJ1T2NFFmFxynUsy66UJ8VJdaxCc5+XXTuwJ+XwUq/v0SasfRauv6nkZhnQ24ThgfaiyTNrxjpUGgIS6YEUfPaiGIrapkwzmxFYBCzDT0N3X2HMQ6Twjx4oJ0neMufVHnL89AJDnVdVdwz09qRssz0lTRsmUuJZX8r45B7kljK+dUflRbGYggAYci+fl4pXdEu7rwRtfl9sRXqIwmxTmVXae/BgA7oZHHwAve+B65iy3tK99B287wUmDg9h8IBiI8QQzuyc3VtX0UzUxXrQEbsTpXK8PU7hZFP3kz4yANNUf/dbcJwJ0KQICDFUhE7UhlYX9muaXE9Sy+2S67m6qgDH7qtQj+DgNnTfQ6n6MXakonuPt6B205it1HKxvA/eyvPBtJMyckyyj89L38N4HX8Ppo3LVdiLZRcUi9ZzUXPvLJPHMqaneTJpnpw0l5wVQK4yH0+Ss1ogzrM8ztkH5d133+XevXv83M/9XHGsVqvx5/7cn+OrX/0qv/iLv8jXvvY1hsPhqXNu3brF5z73Ob761a9OBCj9fp9+v198Pz4+Pntj59nEVrSZnZusOlGsKsu+JJNow1lKfN79PAnGahUTzap1zFMCpY8bH2teSjVeh/o1hbpWHfS8FHs2NCYi0SZ4Oz8sk8DJXbECvod2G25AWhV4SZC/SA3Y3YCTdWM4kAlieBeyfXM6NT+HPFNZ6UM4+paYFxwMPob8CJxF6uQGCkCsTuubytrqKkAK1U2gCnHbHEn78kPp3Yeju+A2BG5qa7q3gSVDcxZanPfEprQth0v6AOjKxFN7GdZeBTaUy6XTUrkci/0hkzkrqsspN95QNNTVF2CYQr9nidXeUtsjp3pdChVLWJfULStsS3lS2u/CR12FZCcRtN6SeS0x59e9t+H4qhgXDtWvkTfGyCJ71iKZkTZ24DDsARRRmPe8U1vj67aXUcPMaqnlXomhsi7wkx4JIIadpUOafT9UOacy0y4CVC7yHSzX75jfnic9965S36y57TzAx7Q6Q/mLzLPl48u06SIA4hL9ca4A5d69ewDcuHHj1PEbN27w/vvvF+dUq1V2dnYeOydcPy5f/vKX+fVf//XzbOpseVLg5Cz1nBdiXrSOZei58Qlonpz13peVRV/QZQDWpGvm1WVmHWC0EWCoK5KSHrbhMINKDL0hdPYVreMcUIPmG3DtttwTKptwbGnahwcq2zXgZACZ7b0zREp43cky1MkULpufWA4TSxzmnJRmFFtW1wyaW1Lah8fQt2Rweap2RmG/oFRgJz2UIq7dhPXXwdWlpNtv6xO3wB/D0TdluqhuCMjEVyyapWsKNqCoA2MqLDKISNE2W5+DK5ty7dg/UsK29K4ccrNcfjfV64oW2rgi00gewe1IfbC/AR9Uof2h7jvtKTR67Tq89gbciGHNw3sDeG9f6fzTRzB4CwYhPb2BpfqL8qmp1KDTgcE9sUy+a4/VnJ0rVYVxZ8gkFXxKXGIRPhWL7In1/P0RbGwoiV7lukBMZVsh5/19gavhnq6JKjJ9hfwxeZ+R348v/b/MmJ4FIM4C+qctcsbbtaySfNqLy1XkSSzQnpQsuhhdQC4kise5073svX/s2LjMOudXfuVX+NKXvlR8Pz4+5qWXXppMxy0qz8LAXWUFM22yWGTlPkvGzSwhJwec2lr+MSm/WNOo0fGVEhO+j7fhImXVeiaNtXnjbwY4wWmF64KJxxxlvYGTvKvw1sMGuKYARNYy94IGuHXYuglrTsXVYzhyMvXkPSnbZAfcAFoZdCsya8QVWGtCNRrtw5MeUOTgCD4tIcIkqkHzNly/ARUHzc/DgwSO/xiZWYzx8d4ARaoxEzKfVq6IHcFD7xD4QPcZAbGZRdJM/hXNF6Rkj1oWwWSrf+eBgfqhsiswU70NzQ0xEQnQrsFxz/LCJMoE+8JnYaNp5hgDBW3gENhCIKViob1Y7pHMwNjLMbziVP6gDntXlME2Qn0cdpCOqwqPvvoZ2K5BBfiwK2YjtXHuEiWHi1LlZ7mfinlq743YFVeBaAdqLyq9/mBfGzemHXAW5eOrEG1D7VXYeBMaPUUqsaa+q1+HwSM4/joM3jcWCUZRQJYPB5j8Ti4qYdxfhGIdBynLzmmLmJ3Oc/5ftKxlFjjlBcuka1ftk0nfx+f+iwRLS+rrcwUoN2/eBMSSvPDCC8XxBw8eFKzKzZs3GQwGHBwcnGJRHjx4wE//9E9PLLdWq1Gr1R7/YZ6CX1aZlMt9mkh2FfR5nnZSOxaF45Yx87F6pg3kSYP/aYGR85BlKeglVqYukkKmqpUxgeL3Mnuk+wphTWy33KQuZZfHugaUDbaVw6OHCon1XSm4PANXhfWrUn7tI0XFDHPgGqS7ltfkGDmnWKiqw4CB02reo7TwQw9bEazXoPOSVu7ZiZSegyI0FigSj+V9Sza3ppDd/rExI5llW821e3GUC9RU6tp0r3ckpohy2RWBk8ZLUtR5pMRw0abAUPdYGWWdF2Oz9Rq8vCFn1T6KbOpbf33cgxMHcQ5771rGW68xn6cw6Ov8j+1xthi9A5kBE58ZaEjE1NRrMsUliPHCnpk363Rifdl7Hx70BFCGd9E2Ak75aNY/C1uvChj2j+HRH8mXpjcYjQu3rv5MIwNsV9TIxqf1rLNbxry0NIaAU/HVxdAsv9MhRHnOeF3YlLEI8Jl2zqqLzkltWuTYKvVdBNCZJssw16vqvPFrZn2fV960xfMKcq4A5bXXXuPmzZt85Stf4cd+7McAGAwG/M7v/A5/9+/+XQC+8IUvUKlU+MpXvsIv/MIvAHD37l2+8Y1v8Ju/+Zvn2ZzZco401IXUv0p5rFjmJEDmNYE6SuBk/JpyvbPatGzdZ5VVy5w3AS9b1rTj9gngJFpTKGm8hjKVglbziRRV8zpsv6iVvAcOdqGdCLw8+D6c7GpTwOED+Yb4HNwmrL0CV27AzYqwx4fbcLQvZ9jWHnQqUp75gZQkFmHjECAhUnviWL4tDzcVRRQBvbbaH9flfxJ2VI4qAhN5av/3VF86UB6Q4X3wlqwtHwqcUBXgSBqw7aAag39T/hWDty1HSKzIo9qLSqI27GpzwcNH0L8FlQr03pNSjmKxMY0mNKzbDxE4aedweF+p8g8OZdrK9mzfnNzGeh9aH8J3r8L6hnx3hkCrA6zDxmd1z527qs85+c70scyzHk46Am5xw0BFYvsA5kAPOm8J3DAc3Z8zFmSzIsCSbyhXyzBXm/wGbH1Kyeq6KbSOxGj5gTkeW36WLLcQ7HWFP3uLJPKpJYILjFEY14FZmcWUjo/rWewoY+csIrPKYcLxp8GAjF+z6BzzpBa8z4JV4JxlaYDSarV46623iu/vvvsuf/RHf8Tu7i4vv/wyX/ziF/mN3/gN3nzzTd58801+4zd+g2azyV//638dgK2tLf7G3/gb/PIv/zJXrlxhd3eXv/23/zaf//zni6iec5F5KO45fJhnkvGXKFDCZSp3Gi04XoYf+75s3fOOz5NlrznP1dCsibbMJoV8FjVFa9Rvad8d72XKGZzYeVVI1pWTY9PJ12JYh/6WQnCHH0D2kZKpYSv6ZFP+CVs34YqTEut5mTiiqkKFuw8oduYlNbbM8rD4RAyMj+yxO4Xfdt6Bj2sCrt2Har+vGGNhuU2oqoyKk8LMTRlTNbPTI7EqDv2ferXHJVBfhzUECDaq0P0UHBwDLajehPXbMKyBr0FiPiYcQK+l5GnZkdgjKnoGvSE8BNoe9nKFFA9OoPsO+Efmo9ESewOIPYrMhPMIHn0dTm5pc0DvxarcfhPerIuF+fBV+PAtmZTygXx9BlVFPg176k+/oc0Xb15Rn5xkcHwIR38ssJb3KNLoRzW1PQcSD8f7ynuTG5vVeAFefgUakcKo77wHnfti2OIEuh8qEirviEFhF+p1fc+Pda90BGjIBRJ9iPQJCSfK7/kyK/dxOa936bzKugiZxQydV5vPexE7bbF5Uc9wvJwl5+alAcof/MEf8Of//J8vvgffkP/mv/lv+K3f+i3+zt/5O3S7Xf7m3/ybHBwc8FM/9VP823/7b9nY2Ciu+ft//++TJAm/8Au/QLfb5S/8hb/Ab/3WbxHH8WP1LS3jD+FZNSVcBHsy6fgi9Oq4TDLjnLU985T2pPqf1LNblLJchLaeB6qMmXDmb0LF8l5siSHIB3ISDZvi+R709qG9A7E5uQ49kMnHxLflM+HtTfZOq/HcQ3cI9+2VOumr3NhASASFaabcNldF+VeMesgNvGRDKe3jbwsARU5hzL2+sSWRmSAaFhq7po3zhntywo3MgdZ3R2DGWdtyAwZhVV8HNhy0NuH4FjSbcP0WbFTgADhqw8Byk5AqfX6IfMlR2HLWgsN3oP+yMsLGVaiuq89rOzKfOC/2wzGKRorXBbp8Chxp08X0kUwp26/AD9fhcw56DtY3If1T8PAD3Y/PzD/IQa2p9PY723C7AjvWtgMgq0Dnunxskoa1HfmotPchuiYQcfxdi9jxei4bN6AZyecoi+BOR/lVXA/yRBlrh4nqqV6Dzc+o39M2dN6G3rvgHomZcuZvk/cNsHgb0sHcUx7H52UWeV6l3E/z3v0n2WfT5ttFQMoz8myd9xMJ/Gdajo+P2draolKpzHW+BZ7/l2nV+5vWdcsyF7MA4TirchGgYx4Qm9U3y/TdNBZu0v1NYlKC2cT2X6EiU0TlOtRuKQw2tVwmuZkqkl2ovATJy4pEiW1FPLwD3Q8s3DcX6MjN+TFaE+ChCdRtZZ6Loagk0L0nk03eNTBjjpMuAldXZNDaLVPOHZ07fCjF6zdg41OjENf2O9B9H+JUirf5Q3Dts0CiiKPWN7UpX2RZZPOumJnqNduEcKBkaJV1hQxf+yG4XpOfxwMP7R68WINXIq2m7gJ3Mjj8ELJ7ysni6mIp4ip0PlBYdJ6qH6q3bAfi67r3ulNb7r8Dh18z89ZQvhqVK7D2abFanXtS3pVN9WHtJuy+Bp+rwGsIKH4IvOVh7wTSFqxfg3oi3NnyYl12YrihInjkYX8IRwdw8j052m68As1tOLonVqq6pWfn22JE4lRjxjVg+0fhxnXYdWKevvE2HP0/kNjGg95ZOPUWrH8Gdm9DLRJge/gQ9r9m2YePUOZhA615jyJiymeMWJSyyWeaUpv0fpzHXLvofPEszOuLLvaWYfHP0pdnsRZcNGvlwOee4XDI0dERm5ubM0+/kCieS3nCsoyCHWdHpg3mRSaIRUw+y7Rv0vXLmIiWYTrOQ8bBx6RjrnTMsnuG0GJy0fvZMQzMPJIPjZIfyMzi2uA/1qaBvTWBGBeJWSGXMnWpiostg6gfwOC+VtX1m3KszZES9ebfEK9rZ9/aNYGUgfmm+Bq8+Cm42RRIOPbwQaK9ciKk/BpX4UYN3BYcbsHdGgzeU0Kx7U/BTtPMHBuW+RSKpGtZBtUrsP0TsHEbeh04fg/6d5Rf5V4Orde0z00faNbll7KBsSMIKFXq2qCw/iq88ApcW5Of74NN2PsDYz2MjWrUYc1Cgj1yLs09o12BvQHFl2DnR6FWh/vfgd4Hxrzc1A7I3Ri+DxzpEg68IoLiGHpdaB0A16DpVFeKfFI+Ror//l1ovw+0BQ5qL8GN1+BGAvs78OEVS6c/ENhsviwGZHgsMHP8EWQN5UepAPUdaK9DvqfOCZFAriqWbYDy3iROrFf1BZWfOTFMuNFOAJmNy7D3T4ieOsWmTAIk48fG54RnAUBctCwK1OaxUpPOXWQum7XQLJ9zlmex6PM/Z7kEKPNk0QH1NF/GReuetwqapHAXKSMcX4XePC9mZVWz1CQWZBWZBFCgsO0XocRjAIWhkmyRocgQU+ThZ9+VCcS3pHiiXeXbiHalPCtVMSK9D6SQCStuB9Wr8MKPwvoWHA/g4CMziyQKVd14Ha5vyfl27wV4EKuuRh2uOzU3BfKagJBHgKZeExNRAepNyD4DHx7K7JMO4SSHbh9OPpIjq0/FaGQD+cBUrylsubkus4uvWHbcAzm/5gPY/hxUm/LbOAY+QpsHPsyhdaL8H3kE11+FF5syCT3wMBioDD9QX6cH8svobkEtkeI+2YeTDxmlr1+D5CZs/whsrpsPyBbaXNDLlFWpyVemD3zooZ9B+8SYo6HAWXVdzy21cRUhZ+PjDPoPof1dyPfNzNaUyeaNBG46hW27W9DJYf9YPixXrgpAHO6JhfJDAdP+htqysQFH22KRImeM0QsaG0lTAOUkV3t6bWPKGuB2BHwyc4x1ufkgBafdoYE5x2gTwpzl35HzeJ8uknl9GrIsO12WRUDCPLPctN/KMg8IzVrELsIKLXH/zy9AOeuADg9+0ZfsSYCTaQNh2brPooynvRDldswyc0x6Qac9q0nszryyVpWzUqmlew6Te/GTAZNif5RQZaDRB2IcyinZcTo1awE9AYSoYZEun4W1TfkjVICH2/DRfYX85kOdV70Nmz8C13cU+prW4HBNoa5ZDD5RhMqmmU5OYovcSaTYKsiM0UGr8uoNAaTKFTEVB8AOWp03Lctp/w4cfheGr8r/pP8++ANwFlYcTFsD83nIEejI7d4xUOTbCpeu74ol6VRhr2o7C1uK/fQAJTIbqpweitA5+QCyAyVqSy39e/8jaDWBmzYk2wJzcWJmsTqsfxquXFfk9nGqnaKztplNKiOmYZDL1yPrgj+Uf0vzClxZF9A7cdo6IM9losu8/F0G98C1UBbdBOJrsL0jdmgT2HNiO7IY6tuw7eHTNlbevwrvPQTs+eZ6TGwkygczsFm8/hLc+BGoVnXO8RAOHsB+T6asYQcqt/Xce/fg6E8gP1SfxBUBoCz4R0UaAL48tmcxouPK56Lmw7MsKBa5ZhYTvKisCgAmnTdrvp11zap1zit7VVlxnn5+Aco8JHdeg+iipdzW81TIkwb+OOgpH5vHqJTpyPK1s9q7ygQz3r6LlGl9Mg5Mysfsb+cYhWc7FCHDGOb1WOwphQ9BMEM4JyWH5TKJ7Pq4rt1/t2ILVvHmz2LKP+/rWPM2rF2FriPkIJOjqimg3Kj7vleEy94DGO4rYqiTwX4s88UJMgftrsu/ApQT5FEKw1huLh0DGJWGUr/7nil0y4MSVuGROcbmbaWX77a0+3LUEwiq3TAH3IYcgwcPpJDjTUWw5ClKHX+oMryH7p7Cnx3w4JF2X6Zj5goLkc5OZPLx13T/sfVFHqkPsr7MKO02HA4FcgYfyF+mclUslXPy+xi0BRpdAtVt2NqUn0nFiZ3JcjE4STLKwOs7St8/tJwklQ1Yuw39qvxYjoB71q99ZG55zcEPI7DYjuDDRCxI7x7sr4HbkhP0oG2h3YmYnrWqnGhb3pij7+v+nVPY+e3Pwk6i6KTvtGD4NlAT45QHZDrQ94wRs+LNCXhi2vxpgOU8TQzlckLds86ZxxYvKk9bDzzp+mcx5KvIGefo5xegzJNJYXVw8SuAVeS8QUpZ0U5bFc2i4+aBlWmyKHMyXuYybZgn46BrHmU6qa5ym0oAxcEoI6xN7OPPzcFjSe8KXwhK1xrAyZGyjSzqYrCnzfi4IYU5HEL7rhSK9zrXp/JZ6Z9ICUYOBkNTOgP5ogxP4EEGx7vaDye7By7T6v6oBW/tiCnpWRTPminhBtrD5ugBZE3o1KB/JEYi2YDadX2SCHxf5pjInG2d131k+/DwP6guVxGYqr8AtSvaCTkH0rcguyuHzigFvymfnCxGafP7uofOB3AHgYHW22I1XGoWs7pYIYeytaYnYkz6FuqcZ/bM+tD6ltLk5wOF5DJUDpHGLahXBWr6Xpld41TJ4eJ12LAInLtD6PZ0n3kb4l09jzQTIHnhT0HrGhx/KFNQ1NTGhx/YOGp79W8YI8G81kcsU9oRE5U9hJMhDK5pw8fhPfUpTpsY9nKoxQKZ7Y/B7+u6aF1h7BuJEtf5GtReUHmup/4I4eZ5F3zLmK3AfmX63ZfH9Xi0z6KyDFiZVvasMlZlWc5zwXNegGxc5i0YV5F5C7/z7sMlyvvBBShneQhPqt5pYOmi6brzGPyzqMZlyp937kVNBIvWb+eEvXTCniphewDv7Zb92K3bb2UAU7AnUanM8HMuJTK8B4++Ckc3pCz8APITzBaD3ugUWt+DzkPbqTeWkqxtq55eS4xC5xD6NbEHkde5kROA2YsVUdQ/hvUbkG0InMRIceVH0Lsr9iQaSClHDbQpoKXRb7yg1PAuF5ORG0Cir033XFV+MklN5zY35GA68FDfgvY9XZu1xAIkG7D+io6lR9B6T8f73wdymX4ICdcigYDqTSnnvKZMs+mxUsG7XOautGtK+EjhuM5JIUcNOfOGxHQW9a3hZiyCN5apP4AH37P6h3afL+re3Drc3JSfSXsT3tqE9kcygVGBwa4A37Aj9iowb48ieNfJdHVvKD8XbyarbKi9fvDqV28h2v078HALutegdSjwQWrMVSR2p2tAKMWYubrd1Do0b8qvqX8X0vvGmnQE+EgtK62jyDjs4TQIn/TujC+symN+XDEuIuOLg0mLy3J5y8wP5zmPnJUdHj9+3jrgrAzXonP4tOezoDx/AGVRBiTMNtnY8WeJObmItiwyKazK0ixS9nki/1n1rHrtKi9p6K/IAErwJcEYjdKk7Mt1+NHHeR5zqHWWs4TEgM4A3DEMB1KGUdWAkDOFelUmkcG+VsCDQykgV4V8G9wNmYiigViNOAd/IrBBFfya1d9T1MjwQInNOilUX4eNmjmA5gqD9g/F1qTG7vg20JRSzyMBqHhNkT/N6/LpaH/fFKfdZ24RI1mqrjBdSB5bZt2h2pKmsL0FN+vy9Xi0pp2I02O7B9vkMFpXAXmiXYArr2qTwKb5gxw2lE2XngBG2H8niuyx1GTWWX9FLIiraYrIvIAZuZlCDCwcozwvwztKrpZsie3xiZ5T1cu3JELAoLYBLWMp8r6eve/rGfRTjYNhC97fhPa2/IfiKmy/pKR1vqMcM7XbylWTd8SqpYdiWY7fFgDN25zKDkwKg4dwf0tAKc/FIEUN8A24+ml46RUl89s71I7NR3+kkG3fV1lxYiDFstIWsihImSXLnLeIPItMOFz8HLnIgm6SlIHjWes4R3n+AMoyaPlpDN6zvshnuW6SieWi+uAJDuKivkVWHudZX5nhCOab3ABJNqFN5UMlcAIUDrPBBOQ8EAtQ4OR/4UHaO1yTo1wq6wq33fyUzDSH31C2VNcTUHF1NaeHTBNE4Da1IveWaM1XYe0K+LqYF/piZnxf+8C0qnD8qso5PpJCTQ8YZZA16j8/UMRK2oTeI+X02H0T1neh3ZF/RrcFrmvtqCpiJTrRDr04mVLC3jRxBL0Dga+dOtx22uSvEcHxdei/J9+ZqAmbnzWn0X1dE12BrWvwSkXOr21gsAXHdZlximdlSd6I1d6Nz2rzvzySaazfsYicnjnodpS3JYnEMlRrYj/Wb8D6S7BWkSvHYSYT2UEOw0jZblvH6lOqMlkFU96wDXTkfNs/0PPIPg2vXoPPRPDopkKy6UD9BmztyueoNRQYi2JgADtvKq9Kpw2HZnLKUjOtnSh6aXDb/JEGArDJNtx6Ba5WRMRVr8C9WOn+/cDypKzZYz5WqDK2WWI+GBvjk963WUpx3jnzZNoctso8O28+POt8Gd6Ts+qeSe2YxE4tOh+OL0jHr1uFLSnXOe33BeT5AyiLSjls7llA2RepSGcxIpMG0bKTxbRrlilrVdamfP2s7/OOl2WBVcip93/MFOPKk4G37/70o8jL15ba5JHS97nARh5CjgMwic0MkAh4VHa0wdzGpxRNkwO9YyVxc6EiLyUYbcDOZ6CxJdbj+B1lGI1ris65+TmgCvfegc73gbb5JHSU5v6BJSLp3xfw8X1jH6qWDC7Syr31bZU5HEByAxrb2jE4qQuE9OumNBOZdypralPdCUh4B+k2DHoy73igtg7riI2oW1+lA5llMssp8sKfgkYF7m/D4Bs67r35cni404O9O2IvsFwo8Zo9Pi9FX3kZNt6ARk0kSftYrEQegMUA3JruOSllwo0b8r25WlNkToTquJ/B3sewj8xJw4fg+mjPpVgTsE+g1dVziyJFakV1jYN14CoCS82XlHjt1QrccCrzu8b8eAdrL8KNG7ARQacO6Uuwd1cAo7EFzdcEFJvGlN1pyh/II1+XIwRi+159C2JYol1ovKhIn/a7MPhIkVKZmQa9Z/KO5+PAZdZ7Vf79vObCcaV7HguysywkjRV9zNl4mkwDe4sCskXm02V14DwQMq0NK/b7DyZA8aX/J3XwRTILT1omTRrTwARTfpsnq9iSZ5XxCZDH3tOw0vCj30NUTnGN9X1xPB8dK4Me7w2kZIzSkAdKPZGycgMdS7Zg8w1Yb8iE0M0t9X1oT6JPsgZbb8Art3V84CG7JYWDA19RtMp6FbLX4UFXqdH9QECJE0WERBWZJqLU/EqsnflAx11PSi/L1bbaDZ3THijiJG3Z/cViT4hN4TdlutlCZoZ2DR7UoXeiNvSP4OQq3AceoGyyJx+i/XeGMvcMvPxk+j3thlxJYX8Tetd1zrHtHFy9CmlFYcjJhjEZVXBbSmd/tabw6R5qWztSTpfIsu0msfoqATpd7YcTJUrwtumUVK5lz9Kl8hvKW2auy8A15GDrKgJcREBffbP1KSVoyyJtEthCGWgfoky9W5HAyRaw583p+VgOwG4Njobq1wSobghIAay9Bq+/Ap9GOWPe8bC/BZ3vCTh9lMDeNfVd1oH0nvx84nW4+pNw7WXL6fImHH0XOt+2PY2w8HQzsRXmnnFA4Mb+n/QiLTN3jK/yJ9W5bLnzzluVeZklFzXvTWNSpp33jMoPJkApyzP+gObKPEpykWOzji8r58HInKXei3iek0xjbuxvAx3ejc3Jzsw1RuWf6o/Ifgugplym+aPklkyr7HTrnBSl7yqSZdiFTkOsxOBYqekZqpzIyvE59PsKPw27Ig/7Fgacyqywd6T8HHEVmre02k/3LVdIBP5EbXCRGIO4JnbFZTJFxZGUm7fNAMnUlgd9KdL8GIaPdNyjcvNUbc2GlovDmc8H5gfTAt9WSv07a3B4Rcq7va+yQvRJdiCH3s6ubWQ4FFMx/BiODgWIKk2ZYJo1ON5TzpKkAckV2LgGu3Up75qzCCZgkDHaY8ecQ9NjOHlX99Q7liKPmmpzy4t16qAy+kcCHpVEewBRF0Chqbq9UyRWakAs2YBaQ2DLe9gDHvXhZE9+OfkNld33cDeD9gPtYu3bMp19fAKtN5TrpPNI46uypbpvOfgRBOIOnKKT8h5EHWgfQbdu+ixD8c05JDuwflPPvOnEpvDDCvXu35NJKvhPBSfegh1YhLU4CyMR6iiXc57sy7LAZtZCzTNakKwKylaRSYzHPLZlEqh8SszT8wlQlumMaYj7rArvSbAwk+ooH5t2H27st+dBlqFDpz3b8UnOjf0W/i8fD86slmbeRRR+JIVZx8pz42V7TqVbD0CmMAk5RmnHw3Uh3NOyqPU/gIf/t5wm80wgILtP4cSZp1J8eQqt78K9hhKgDU60Es7bYgaiHnQ+hL2GzC7kWuFXdpT5Na4qasafAIlMQvUbtoI/EWBxkUJ4e3va96e2Df1D6L1tZpXUwFXVlHQkFmO4B/F96L4E3UTAIO3J+ZOegFj2AE7+CNq7ijbyPZkYvDms+n3Y+wb0XlbysaSq8rOWWJ1kTTtGrzWVJ4SrAhcug8Y12GloQz+HgEUHZXU9+ki5R5Jk5CSbtaH9PQEV4pGz68k+YABiiGW8fST/lMoV9WVUM8bGFH4FOGyN/HnSY2hvKLInqUNeEVPUuSPz2N4mZHX9/vADaL8lsOCGGj/DI9i7ByebYpeyE6AqgBSjBHv3gI9zOHlo/Wumq9zMOsRm9quLgel2xd6k5pPTvqs8NWCO2k7gKYopopjODaQscu08mfQez1Pcq8zdizAwZ9UJ53H9on26iI5Ypj0r6JvnC6BMGohwtof6JIDGecj4oCqDlFnnn1XGB/E8SvdJySIrhXnXh//DJ+Lx+4uQmaKCtI2Togl+JD7jVJ3BpHOqGeUy3QiQ5BN+dxiQSc15cQ9634L0roWMeh0vFEQwFXngYzjomXkhlSJ3QSl14OTr0LkrJ0k/FOCp34KtNy1NfCqwQaLw3fVXFHkyPBmtoqs3odpSPhM8pN8Fb4wG3kJ/r8Haq/I9OfkYWh/A4Nty6Iy3xHTkLbUtqkuB+oGFvna1meHGTXPUvW/91YHOd8QmROaAmjT026BNYSYa7ogcSLG8Ki3to5M3RnlHDrwil3oPZNbyJ+ASKeysP2KN3FCmnciirKJUydoOnXKSdN4TsNt6Q/dEpC0AMtuksVdRZtrBI/AdMVndjwTOSCC6KjCSn4gNcqly29w7USjw4J6uqd+QL8hwT07K2R2FgAc/u7gpduWjNTEyhzm8fwdOvm/P33yLKltQuabznd3T8Bj2vwG+IuA6bImV8se6N7+hNtCjMAd622toIkhZdtFwXnPvpEXH+PdlwNBZ2vUs6JNF58EnyfZMkOcLoMDjTMFZypnGUIzXs4yc9frxcuaBkfLvi64eJtUzD03PYqEWuabMTCzDfk07f1YZ055p+e/xths7UjazEAEJuJpMI83XpMD6H2l1z2BUTtHFzlgWx8ivpFRnkUE27JMSla4rnRt2ICbTyj4dmMNnousiAwx5bgyPB7qQPwAOTQHZfXnzrfAdGL4P/hCiNSmr9VdhvS7s1bgJvTsyxVS2tGKuROC3pFSjBK7Uob+r1frJkRxlA0hyFaChiKOdN5Qrpb4Nw0Pofwy9oUKS+5aULdqERkP92X+gMmqbcONNMSFRVRE8wzsUefmzHFgD1rUfjXOKtsk72q+ovQ2DdZlGBvelUAcDOKhBtmZmmj6cvKdU/cN7Ml1FTfVvZVcMSr9lDq0VJcxzFdXXiKTv++YLsvmiMv9mTo7Jw0cyw0VNaA8VHpw/1N46WQ69j8UcRU2BB98QUKxeU9K4xo4YlfQRuDrsfArWrypT7dG3FMGUm3MzTs/ed6F1B95e1/5G3UfQfht5xRp4dXVYexNe+iG4EmtoP8rh7W9B97tAT8M5cuC6xvyti+VxkRiy1MLbo9R8k+B0CHJgEC4KjCwy35+FOZ4Gcpa5ftlrzwsUrdKOcUZ5GRnXKSv22fMFUC6CljvL+ZNexHnXrwpgZindeXWPD6R5501T6Mu0eRIAXJUuXKbuRcHJ+HE3urww51gmVLcNu38GXv1/w+ER3PkKdP+EIiTY2wfMJ8SiPwpGpszGIDBRREZY/YUTrhuVFVLI5/Z33pcTK5HAApQYG/MR8F7RKtVNObGmxzILxFW1LesZe9LR97UGbDm7FWeRLxXIEk0e2w6GCew35K+RI2ddhymzAMZ8qb/qcvTtejg8ML+VoRiJJIL6pswZ3imXi6vaI87FqMRV2yxvB1ovyZTie6rPG4OUg0xRNT2H/gFwYmaIpkCAG6ivMw8PTuDolkxTvXuKYsoOEPAxZiqYvKKaQE0ODLpyMo3X7VnrkRBVlPisvqb7H+ZKy9+9I0C7fsvMYfchyaG6q/vLOpaYrqMkeJXbYrGqW9qYMXIGlra0U/W1WxRAubLJaEdi62/vVG6lCs2qnH/zqrZA8I5iE8hoXZ84Ud8GMJzUDVyaCSn3AseuIUC+9grUNwSKHv4B9L4zYntCZ5wyUZaV3nkt1oKMK95F2ZBl2zBvIbjKtZN+W3ZOfZZk2oJ1ScDzfAGUcTnrw30aNN68l2qaQh9nUiYp3nksySL1zJJlUPJZ2K2ynNcL7CZ/TkXhBIVbVfilS3ROchW2fkhRHNUYkl3ErMSMIhvyUnOz0SMqdjamBH4YgZBy+wpFb06rxXmZFHTYiM7FAhDO/AICW5LnQBVqt2D78/LlaH8I0V27dijlm2cCKN2PYf8OZDdVxrCrjLTVHd3rFqOom45Tjo+jNZlCcg/dE1OWGfiKhawmMhMMUoURn3xPzpYuEyNSWRMQCLsf5ycCULmBif492P8YohdVh69orx5nZqu0pWuTWPcwaAv8ZMfqj957AkhxVd9zC+fO7kHrLnQSXZcdmVKOBHjStkBIlls48g3YvAWdPd1PPrCQbCzRaq6+HyKH157tP5QOxHpsbkErh5OqRQBdFQPTC+xGrnF09VNKUDe0fgbYuC6/llpdYcdHXqa2rGP9BAVI9TFQk59NsyKAwjocNcAnYoe8jcPux/BhHfa21Le9toHXWOc6RsAnvgI7n4Nb10RYDa5ZZuL3IWqDr9qANhNnsSvyuJQV11kV8qKswHjdZ5XzmssuusyynAO7caY6F5TnG6A8bzIPNIyDlHBs1vdpMgm0LNK2s1CY0yaos04k01ZVZeaiDEygMOEEs04emIiaoj6aLwuw9B5K4aVOicC6x+aY6EeAJrAop+6jzNKMAUsXowRoY+0smBPsdwMtkTdK3VasLmEU6eOtKrufZFfgpPmqHbPQ1+EDFE3Tt7KHkD6Avf8ftG5ZErVUK/nKVfmkNFCYrEehzdkjOLkjZiZKLMpmCG5TSpXY9gF6qAiavAs8QknbnNrBUOCgN9Dv2Yl8U8JMlR/D/u8re2tSl3koWTe/lZ4AQNSA5isWZfOAkW9EDnTNRFWV8k7qYoqGhzA4Un0uRT4UMGIAulL+3va1Wb8qoDbIIXqo8gPYTJBD6bAt4JbUxUrETTEqW9sCChkaI6xB/RWxN9GG5UOpwO7n4PaW8sMcIOfhBtr/p7cuf5ke8nvp3IX2BzI/RZEBU2O8kupoGFWBvtWZ3IZoaCxVqjFwfAIn6wKqLpcvkHfqq9hyt+SpkrttbWtfn9RDK4V+20BwYmMwt/fGxt9jIGUSOFmUAZkmk8qatJqf9X1VWRVgLTO/LVvHIvP9MoviJyw/mADlvKnFpynleykrv3E2ZR5LEmTSy3JR4GRaOeMyqdxlmaZpbQt9Y9E3BRiIRuxJCP91CcQ70HgTNn8MohwefFVRLO23gQwefR167+tvn5vZoVRPAA2RK7ElpdwRp4BM+RmWzD0eCvOQz5WHogAvZvJx0ciBMyRRc8iPon5FppQI6CcWRowUWzqQmSdK9N0fKs18fqhVfrxj/iGR5QkBTjwc3JPzZN5RVEncNEW2C81Pw84LYlQO/0QApPVQ/hfDQ/Wji+UsmvZlxnGRJXOrw9bnpLC79yxJ3BG0vmF+MhsCT5UNA4b7ynOy+cOKEPKx/EGiHkWCrHwgR1UaMmlQh6oxToOHxkLEFGGhUWztGcgcEzXlixLFYlOGHSDVvcQbYnryloEnB+tNMUPxi/LJqUcCFak52VavaAPBJBYT1Lgl0NvYVKr74H9tvqw0kBmt78XCDPaUz6R/ByWSq4uFyjKFb6cncPQ9gYW1K/Kx2X0FrtYhzWH/kX4f7lnithOoXpfPUbytjQcHe6P3IE8tQ+0ATmK4fwJH70H3PYrMwsEXygX2MLMh7axfS9FrUxmUVZSjG/t/GdDzNPXCNJPIvPOWKXeV/nzKOvIHB6CUB99ZH9qzIuMDeJw9mSbTQMt5teNpyyLPswRMTjEo9lsBTsI/Toq+dgPWfkgOhdmxwmsH9+DoD+Dk29q/hu6onFM+IKWyw4aAgPbaqdgqsw+Yvb9suy9MPmN9XWxGGOrD2IJUSqCyJhNIhlbJ+QBa92CtJuXV+sBSxffFDuAFWLxXaK5LMDuFmIi8o7wf3Sbcr0pRnhwrhNk/KvmBZGID1l+HjW0p2k7NgF8udsR35FAZBZbKfFFyS+AWb8DGm7D9ugBV7zU4fEuhtb4n80Ri6eKHXQErtw5rn1L+DueheiTH00K5DsF35QOTJKrfWYp7F1uUTi62IO+rjLih/CRUFWbbqMN6LKDQqZvfyKE9/7aAR34Aw0xmlegahXkubUOrDkMnMFjZECsVR2IiorrAAZHamKor6HiLHLdn7L22Dmi9B/13oPcOcFIaW1WBHmfh0b2PxDodbINvwoufV0r+HBjchM6RGKgok/lq51OwtinfmbQr5gszLbpIDsbv/J6Fkh8oosp1ZaZL+zZuwmtlTt+5s7Fp78CpxG7nJdMWXYucP2uBNK+Mi9Ajz3p5T0B+cADKNHmaD+2sg3pRanD8vGkrivMELc+qTGKHAiCJTh8vMK2jyHhavanoFh9D79DMDz0Y3DVavKLJOVpDG8110G65IWJnzOeECkRXYP3TOtD+tlaxebd80mkpcqyUwp49UrBRUqrDqQ3xJlQqUuD9Fhx+XVEx2UCsBf2RYnMNMRpkOhaZgvOZzAdpG/xD6HwEviZTSfcusC9F5BI7rwOuB43bwJYUa0iq5jPzd4koNjz0fgSqXKp7qO6oH6NYydNq65C/rvryoY77TEyFH+r+qrvQvKZ7rzpLGx8pgsYhgBStQ+MlsTyDjoBasgZuG2pVaAylrPv3YXAA1AR8og1Fa127ApsY6Mvt2Xag+xYMHljfZ7qG26o3z8UAdT6A3qaicupr4HYFANqHSkCXVARcvIfjrqKYqsCDYz2HbEug5TiFo29Dz8aLb42eoc90P+ufFdjJTqD1lpxy/YnGW7sFLQutPsnks+Q3BWq231RemKpTOv2+MwAdGLkquI6ciHuHuv8IyCvqo0pDzz5rqV+w51kwicFsFgbuLBZlllwUMJhUz6U8FfnkA5RlB/SzJOf1gi1y/fgkEGQWs3RR8qRZqymg5LFP6ffxS6LYnDgbUkr9e3LwTPcR4xHJ8bJ2Sx+q8pdofV8hoWVH2SLNvZM/y9U/D6/9uMJs36nCyX9EIaYhh8qEVV6I8nFQ7KCs/ObIidcAVzaQonGx3ZOlMu/umb+Ahf+6K8pN4hx07okJyoPJKdfKOm+JqSizS8NMrI8z0xI1tPneUMnHHnWh94bCknv3xNa40o643gvs4c1fJfgpRMr5sT5UXRnQ89A5FtDJ+8hxsyI2JT2yUOeqzDdJXU64vYeqJ3Rjsgk7Pwbrr8nh9fAdlV+5omfrMSXfk9ku/faIWXKJ/F2IYeCgnUHnQHWlFfC2L5BLkCNuLBNSjkBH72OZUcgg2pKZKD2G9vt61lFV5qp4Qw6zWSqA4Hpw/JbAQeeHYRDDw3eUbt4dy8fEXdF9+6EB6grQlL9QdQO6DyDqKqzb1eWzctdC5H0MOy/B8IpMVusN+ZbUgH4Ea7e1f1K1qrrSltoctY3pq1q/eTlIk2v8+Eht8T31WRTpuefD0+9WwVKW/x//+7ELSn8vM59MY50nlfFJ1i3PiXzyAconfQCtClKWBRDjttlFyrsom+wyVOqibZg28YxLVPrYdcWlJfBW0NCl8v3Qkmp9T8qw/Q5F+veoIt+E2utw4z+Xn8bJAynBtq3SC9YjH7Wl8gK88KOwVYNaDbbfgNYfW7uiUbOKa7w1MfigYOCpJkaj/imZRQb7al/WkxJ0DSXd8pbELe9bHaak1l+DKz+icrf7in7p70PrbRjeVzK2uBSqHLq8MEPZvWXm8OpyAZdhC44fgWuWnsEAfFftiK5C80VgCJ330Yo7l/8EPQGa9lU4ieTM2X1Hq/e8o9194xOdn1u0zuCe8oHUbsKgBcO79psBqGQbNl+Bel2WuNoNNamyCdumUDseBpHATFKX82x/T34qcU/ApOeh9UhRRs3r0G0LEBWbkBpgDECyf6y+aexC87aATtqyfXQO1BcDJ3C58arS3fdRCHTvkViQ6jUV3xvadgYd1VW5Knap80Bl5ZbEb7gH7Vj1DvsCzs2X9Ew6D7WL9Nab8PKONiXcq2tzwxyBkzUEVLZ34XhXmKcPHPcsYZsxTUQWjmzmHz8Q6PHmLBu0TOTNzFMySxb/GxAuFkqzgEp5TijPa4vMK5NY52lz4qTynvTiapY8qbacRz0rlvHJByjPgyzz4MKDLiP/cSU+zpR4Jr+Y422YBV6exIswqY5V651075YvwlU1cRa7ito5RReUWJVT+UcGyg7KnZEvA6k5UVaAdSU2q61LP/WuaofbblOKLCRFK9qUGTMxcOwnngd34f7/Y9R4YC/CbRjrUg57DuDK5wJCletw62fhxVcdDw89H/Sl0NNjiAYCJ7kBJZ+bE6yj8DdpWJ6MKAG/Bp1r2mPnoCOF6O03MMdaY2DynFM+Nc7KjwOI6gF1aLwGzRvQvS+flcjB7o/DC5+FXg/uVKH3FvjOqG/6d2zHYmNw8gM512ZtK7tlfWFmovxEmxwO7+v3rCUTivOW48P2+xkin494TcczJ8DivSJzhgYeQor+7Ej5XqpXzQcnlR+G76n6uG5jqyIQ5NYEGrO2TFL9QzFs1RsCFGlbLMZgDyrrAkhprj2QrjXUNx0Pe13dQ2UNNl6E3QR6ObQ2ILUw4mTH6muBP7T+HygKKz1SBmC3Bhs/BM0rcPQxuH2xKTe3tPngwOueuoeQ7or9CdiiYFNQ7pq+gZjwDvkMcnNsTod2rCrAngfzZi4Ag1Ob3fj7ZsCucBifFpJclkWBRvm38blwnE2eN9/MYlyepEwDZtMWdBfR3nmLx2UX0RPk+QMo5U5Z5YE8SVTKinWNrwgmlXsOg+PcZZF7Xub5zXpWYRIq90ckpVG5KpPD4MSyX/Y5PfEYMCmUrv3tcjnGBko6pHeP6qLlo6YiXk4GcsAcHI38I8Am33LSKqDzLnzvX3vyKgzuQH4Phd2WgQyjCb3chx5rp9NqtXpFfht95xkYaCGTso36o+vwplQsssd3BBo6b8inJKSwGCDFHW9AZUDh8+KcwlPzgVbFpAJ98aYUft6X06gPeTmasPV5eOVzShb28EX4qKscG1kD+rGua7wM6UPod9S+rKNMrum+GKisC/TteaV2KxGjrKmR/Gf8sfnARFKQsTOA52V6OPw+uB2BiciJQUr70OnZvWViynofygclSnU8O1EuE5piV6oNOcXmbTFVxJbx9RWd43P1xclbAjpxQ/2b9wVaeh9LeW98FjZeh86JbcJozzjLofOxQFftOqxtCCS0u6o3appT7Q3z1TkogVqvPvAdiHZh6zOwe02Zf7ub0F2DtevK5ttDpqSHJxBnpyO0gmXSqetpYTtMB/NjQgGmgwkstntM982xNxuNRW8h0KdC5rPR31CqcJ48SYAwPtcsC1TOolcmzYnzFpzTrp/026LtX1YmAacl5fkDKEGm0XPTfnvSsgpr8jTb8KSk/OKXZZk+mPYSR1JG9Vvyt+jcs3TjIevllPIDi+I9p7NiRogqqUoJRxVlCk17+qn7sRiXwAi4fKwKr+iHzh9ZO4f2CezJWJtcqQ+KW7M2RAnQgb3vwOG2nFjTA4pkcflwdH25nLDa7r2rCA93VYovrksxdx4Bddj4Ya30+y0p8zgGeqojGkLtBVh/A5qbUk7770P7O2I8kmuw8yZsWtbSuGYKtSWzzTBVXhWX2L005I9BLkXsuhZoNeCUP0lhEkh0j8VKHd134bAcQoadQOPh13WPyZqiUOKmQoWHx1KW+dCy27YFwLz5FwV/l8jDxlXoNwVghse2H1EsJ+rGm7q/4b4YoMG+2JhkQwo+d2prksh5N8uVRyd1cmYearhwYEnq1q7C2k2BqcMeHH8gQBRviD1pvqzBcOIsOmlLzrFRRU7Ajduw/YLASAaF2WWYKdu9+fhSsT7xKKdPbzS85ZiLWJYoN9apofZ6ewbJukBypSmGqO9kAso74PoG9BgxKY8xlQGoGPAvnq8r/R8G/yIyac5YVqlPWwgy4/ikes9jrl2kjPGF2bzrzqNdyzBPS8onG6CMP4ggqzyQZwm8jMsk5L7sdcsO2IsARcuWN40pWvSZj9O3JlkmJZFsSBFnEUVCqXI5ZRNLACkukjIsErlVwK1BvKvy8ja07os5yU/kKOstB0eR+6FcXi6AUOSGmAJOyhN04QMSj9oURfI5OPyP4NelvGovQvSijqcPVMcpU0w0Kjs9gOOvKytu7ZqiMTAT0PqnYf2KReyY6SWJLSLom2I06i/D1g3tCFxtwNo6vGPRPDilhj/xZrbYkwLLe8o7knYUWty5Z/4Pr2jH5bQtvxR/Ir+KkOirCN22Z1As9TPrMlPArmJmllSmnbgqkJMY+En3FV4b11VmZM8i60m5u6YUvg9RPhWNk7Rr5EFFzEj3PrieQEkAPVFFACVv2347LeVASXsyE63fFhBq3xcI6x1AHhvww3xPDuWzsvWyQFYX+dVEA6htCeTEOzL/DFryKXHrsP5D2qBw2IODd3QsjiksJ3FVTrg5I6YEp32UzF+ZNvI5eQW4hsBJivKepDbmq1vqS58ag+QEfjIvs1+IznKxGDawQiyqxyUGKjP18Sl20BylHwMpZTnPObus2GcsVhaW854/J5W1KGA5z7qfMDP/yQYo85TSIsdnlbWsLGrCuAgQ9CyadM4iyzzbRSWXyWHwSCnNvZkNHtsrJPw/9mJGsRS2h8KfJdqCxmfhyo9a6va35K/gD8C3KHJ7MFaHd1aVt6qC9hgHJ5Mm5TJQMUCTD6yNTqvnN/6sY/eKp+/h7T+Gg69KsRX3VVL0RR6SExSRsSYFVNuF5guwsw7NyPxXI1ivSAl1E6CpDehSJ/Cx7hQSHEUGoDL1x/63YfBDKDz7vvokrgA9OPy2mjT4WL4YV38cqttS5rmHzneRvcnuP+yFhB/9XWTtNYfhyhXlNqEiMIX1UZyZch6Cf4TYrT6ntiaIagIaUcXCqnvKV5J7AYGkBe0DgZnhvtrmKjK39FvQ21dW2OFD6D8UiPGmhKs1S2u/KaVe2RawTdYUAVO1cNxebn20Bs1YZp+2F8MTstb6RHVmiImJ1rTH0s6PqP5OD+pDY3O8yogQg1HbgcaWstTWkUNsHWGHlnXJGvACAil76Pm3HKSbYsEqdYE0nylaKj2yPECYc3ZbBbpktBBwZaBp9+jDuHSj4e7KgH4SkzKuNM8yp57nfDy+KFqk7IsAM/PMOuG8Vcse7/8L0mufbIAySZ4mAzKv7osEEaswDLPOmUepTmJkxqnYRdu2iCwCPOe9mF6TYboH3a4cPfMyQAnMAowUeDR6/6JAkYPASQMqt+DmT8LL1+E4g3dOtGsuqcp2Bk4K579QQSg/tLv0KRgUkJ+LO31tXJGCytMROIm8sUAVKeCrVxy7Fc/dVCaEeF3JzkI+E1927oUi/DPrAkOtsteuQN1ykASKvzpqPr1jrcyjRMBokMOhAa/jnlgklwEd6L8rhqJ2U5NOZjnyHTKDFGnkd6G2pj2N4ibUrggIFQ66udgvqjKR+FQNiioCNzl6ZvUXBFJYg+auWJTuXQGKOEYb2lnf5abc4y0BhdwrPDuqm8nlyDDdQP2UBEVr/jCuqnbWroPbUQh35yPof6Asrh6I1uU8W70htqjflimssgtbr8BGTVE8YCHVXTEvtaaSuiVhDDo9I9eHLIZGIhNZjrYvqO5Ac10MSJoIYOaRAKRHjsGDnuqPm5ZBt/TOmEuJnIjtmT/EyrPf4poxTFZmFsZOn2IvoNzy/rgao5w6ESOgnlNscBnCkQNpMok8nMpqjC8sHruw9Peii9dyWZPKnaWMV1X64+2Ydh/LlDntfufNk7PaclZZcv5//gDKuCzyIJ4UqPmk1TOrnFmTxSxAsgpYWWQCmVbe+DkZ+O4oGdap/CThH7umMCFYyKQ3ViA2p1iaUgq1LV22FcPuy3DyJ1JwPjOAMalNcCrFfXHcU+xmPKn5BYDJSsAqk1KNvOb/1vfhG7+f07wKR/flBxPXlOI+bUt5hKy4ySYMjgXa6KjuQQtcW4o7jsWWFESDk6mhk1votIGcSs2ibhzcT+HofaBlrMYQ+asci4mIjN53DeufcM+JwnEffA8aN1T38Mj6MaZwBq7swOYb5oD6rs6rvqgNGz2w/7bOowFuE2qbMle4Khz1LVcJjHxxgt/GTYG74YnYGx+J3Ri2FYXjh+qTrCOTTdpRX1Y2oXYbGq/LSTbrwfG3dL8MpaSbryv7cHUHuh1of6Q+2bihvssNBAbSoNeSCSxOxH7kKIttfiSzmO8rZLi6A1Shksjxuxpr/5+h17VJIlCS5Qqd7mFjuKFjQ8zxFdjQ4ySkKTkE3gLuojFwhFiytKeTcgRM8paFsGcCka6icvKKQJJLKEKOCz+hkD8nG43p4v0L4uzZO0ZZZ8svxayF07w5cBoomDefLFL2syKLLDLnAa1VF7vlOs4gzz9ACXKeiPdS5gO7SVTnsoN10mQxDk7mMCbFOWUasjzRBXBS8s0olxvoadcAEjEL9RtSRL4Grg4P7kN2EzYqUtp5f7SyL7qo3O7yp9yW0v+OEkgJgCmcMjS2JFxjEUZ5ppV9/gge/nsDALmURvWmGB8GOh6vw9YXoH4VWh9rbxv2dL9ZXxvH7SXQe1GMTbev8GkqsrYMMqhtWIp4J/+K7C6QyvE1fWBWsDU51WL5MQYPpcBcPormcE2o1qWE0r6ZRh6gBGyP1GacWIjaq7D5Wdi+Bq0j6HRkumi8AWs3lH4+jeDkbfCHcuxNnMwXvYZYA58JWOSZ2hCvye+meksKd7hvCtHMRVFVDqUu1jjpHUH+gTEqCMREmyqjXoe0Br1rMPhQyjze0PYI27eVNG97DY6bcLynMdUb6hb7MezEamtzE7JrAhG9oUBj92PI7yqDaz4Ef0NAu74mIFJD13aQ6aZnir9/rJwl0RW4Fun5H9Y09HZsCPUQ8KzYkIy8zEydISP/qMA4GssWTDRZR+M9rmtcRWsjtiRuy8SXneiTdzQOPOpfl9gYGH8v7CXwTuUU0834+7LoAnPSPDFt4TPr+mXrXUUuotzx9k6bP89S9wX0yfMBUGbRUat02CqocZGHsyi6f5Kszip1j4OFRctd5vikuhaZZGA6+i8pfDdhoglUcnGZOcFG60pvH69rNRw3pKATD3EKvbfhzkdyGOx+ANmeJmifUOxrUzShxBgUbEi5zZP+t1U+bnR+0ezQWGtrvGYKom4moJ4UUsTIJIQTsKhfV9ZQbsv84epS6MO25Q/5nvxCnGm+5E0YbgsQuFgr9kYsnTF8oCRp6b5CsTFgFG9CdQ2IxUz09wV4krpMFC4BtyE2IO1DdGj70nSVSZbgQByp/zdfNyASwXDddlnO7b6tO9a3xAoMHilTb+5lPhmE/B0IhPlUgDNel7Np9YpFYD2APDFTUCz2KdkWIHM182OyCJu4akzUtu7RIaUar8sZ1mfyU0o2oYk+6xFsrcMHdWjvKew5HyrUuLapMpKa/ETSvn6r1CBdM9AxEPvQfQDRQ+UzqTsxIDUbDl2glwpspSdindacfEqcjZchAnQ5Ym8GiIEbejEm2bHukdK4ccZ8+LA300DjKk4ENF1V70dU1zsQr8PQshtjTt0hWZtLUU4UY0dcLEdh0V36RNFpkB/yARXgfh5LMC6zFjbji6jxeWRcwa8i81iLZefUi9YTs9iqSeeu8tsMeT4AyidFFn1I5zXopr248+jRWYBvEcZiXj2z6pvxPewE/NhLUy5nEYAaQIJNVB5ORQyE784Zg7KpjK+1m1LgaVtb23cPpGjzoXKNMNQK0ZnTZFhhFlqxBEhOAQ1/mjGZZPYpO7USnb4tlyjqJrlqqfZfgPqOImBa3xFIGR7ofrKuMTxDi7TwtihtwPrLcOM2HB7A3h8rB0l/T/4GyQ70arq2fgU2KwIqA28+EGYDcj1bYefg1+UHsv6GlHtvTw6x+YGtxGNwm9q9t3lTbIhPtB9MzZRg3h75fqQtOPkIfBP8NrT2VW9UEWA4qsN+H3p3ZLLK2pDeVybaqmWE9ZaFNuuZsmsIgOaJFGfcEOjJjmT6ygcCOJUdAZHKjhgifwd8W4q3siuWpXsC+boBxbry7eTo2eTmRGIBRKROodWDGrQeaExt3B4N4b5FE+G1P9BmArwCd/sw/FBjK2por6EMY2BKr0aKnk83FcNzbUcJ2Zp2bmTntDVs6dv/udcnbYnx8D2KbRxcImCRO0XC+VQXhQ0AfW7AIzBPFh0XNSC2vDn5QOe7IQWidJH+zu3/EOHjnMapx/yOstI7E96pae/5tN/mAYBlQcInWSaBj0UXqKuyVkvKJUCZJKsAhIui5SaVXwYeqwyo8VXHrDJWZUmWoVTHj0ePHy8yupYU9ji74uzvU2G643WUAULpmrIvSsGw2AQaV5XjoXFLf/ePTXEeWtoSb0rUoitcVX/nYRIugZ/HutpWk4WM/z0OVqLR97ASjteh/roSfjXfgMZ11d97YG3om0mjrYneI8aj9S7421rF5wNobGuH2+4VqL9kpoQTKYnUQz9XyLL7jDKehm7rH9veK6lMXN4Sm4FYGTaAhhxX60faGC83e0JzB3ZuwmYMmZlHEgspiTd1b3lLZaZH0H1X93SyLh8N3wFfU4K3/ERp4ft3IDJHiv5HcJDaSv5EfeHM0datiRmr3RQAi2OZg9KmFHvaNpCUaT8bV5FDqEegiFj/58Yq5B3zs9kVAxJtyqQTrYk1ylQ9+4wcTp0TY5Rl1ndIqfePxQBFVTm1DtahFglAURcrtfFpWHtBO0qnwAHaxNBjqepjqNzUQGlGIjACKZVaWwKoyRFrkg4FTkRBmQN0Q6HMrqLn4Csas4O+FWYF5EP7pOYP5UcMogugwxyei1wo8WgsR7m9JgGMlN7PKLKxbL8V71H5/SjLrPls0vs2a74qsy4XzVgsI7Pm7mn3cx7tP2sZS1z/fACURW94EcT9rAzARdozizlYdAUxDSSch8yaJMJnUjscp1LMn7o0zKaBRQjnlt3/y0BmfAIr1VOe5E5F2YQ/LcogbWk1nrXlDNh/aCvxHkWUTZRYFEjT/FA6mmhzM1EUzEy5HaXJsRy5M7Ht4/cV+sl8KJovaYfeIdC7C/4QWu8LlETmczEYGHiK5HB58J+gtYMcFivyZxgYo1JpSplg/eAGMHykcqMGNK/CoKpoqBCt49CzCJsVevu7atlpM1tZe8xfpiazSlKxVOtt+VpUN61PzWcktZTx+VDMRl5DDr0hwsoAYtg/KQrgCKALw48FflwF4m21fWgRJ9VtsTxuTWACL5Yp61KEuUaRNknkvvkjpTJ/ZF1jMDoWzRTrvKrX8f6aGIi4rja1MjhMtZMw3jaezGS+GZp5aOAFBvPUnlUOnfu6vl9V/xALWDVelO8JyF8EBz2798SeRc3ek0RdRoT8VG6gZ3LACKB4L0AWfEwcakNIUucqGm+5R1FQNfUvQ4E+BhSJ2bJEleVmospD+Js5mrsA7gJAz1VXNkC7fw9Vrg8AP7THlV4Bx2hX5LJMWoCV36tllPq0xcMiMqmeeWVMmsenLU6XkWnnL9K+ZdsM5waGng+Asqg8K+CjLNMeZPnFmvRb+frx8p6UzBqE01YmAXQEercMRMYASbF9vNUToleKHBjwONtSfoFzTkup/CJRmp1brMaC5LZa7Flo6h1omRLwLZukY4qlcFRXRs/6K6bo78pptG3hzOVucSVzTdGFZee/aavCCRKU/fBIO96mA7W5f1/mjZASvnA0SKQIfC5Ty/DE+rAB3Y/goAatQ3PwPJaiiEyh4MQU9D6AQzMpZSfGcGRSJvGGgE3akiJPu2ZKiuWo2T+i2B04biqqxwNHA2h/qGv8LTEQ1StieiLz5YkQUMpa5psQ636Spvw9Nl/UhPZgA1rfQ2nxzXE49gJHzRdssz4nx9deT6YFl8tPpX8I7Y/VX9UN8wNpi5lJjw0Upfo7H+gaH0Mtlh9KpaaN/hKnEOVBSyG9PpUPTP8RYifQLsFJXaAm68kx+GhTz6J5Ffy2+vfkPTjeFxjpfKj+S9ahVtf46aaqY23DgBJyem17aLUMwK0L5Ow62AauArsoQufEmuSc6o5ygSQ/tHeQ0fMt3hsLL/eJma/CezSg2DASyyuDmX7wdk1NwMwzArbhnXMpRci57xtLNpBvihuU3iEDJw4m799Tnn8m/U3p2CwpLwrmnVeud/zvRWQeoJnE4iwKtD6hEs0/ZSRf/vKX+cmf/Ek2Nja4fv06f/Wv/lW++93vnjrHe8+v/dqvcevWLRqNBj/zMz/DN7/5zVPn9Pt9fumXfomrV6+ytrbGX/krf4WPPvro7HfzLMl5DZJ55ZRfvmnnzvptXh3TmI5y3dPKGb8urIYsuZYzBROoX1cRpR2ZU52rUiTQchFFIq4w+ZWvc+Xz3GhiLdddZLQ0FuFUu8bbbhNrPpAy6n0E7e/LETTyWuVXNikYCSJwGwIom39KYa95HTn8WVuTBiNWInRhsXwd1Xlqoi0Bt2CrD/cY7iHvKJS49S3ofkeJzdI7QHcE4lzFkms1oXFFZqDKhtVrm6yc/Al8/H/B4X+C9lsCHi4SQ5Nsy5fBxeCP5Rg8eAvye2jfHS//l/XPQ/NTQN2igfbk+zHIoPvITDEdZD6wfu4N4OQDAR+fyTdjJ4KNHaCmsqvrUsqEcG9boUdVAY94Uwp7pwG7b8o5FqTc6AsAZEM9j9gABRXL7nos5ZcPZEbKewI9tesy/WQWqcJApqP0UOcxQDsu72njwOGh6uz1YZgLXPQ+llmqdx8aTSVHiwPItVwo3svBOjsW65V1oV6FzaY296ttaJ+m4z8R8HXGFoElzNsH34Y012Z+Rj7QHQpcDfZh7z4cD0brngjtYLwNbAE3gdsOrsXQ3FCUWhyet9dzyS2fT/CVCrtoR3V7DyrGeGT6OG/g1vxXosroebka2lIhRP1YJFS8ZcnrtvQJe1w5i6ZyIQdLAM1hLim/x+OLnfG/l5FlAcCsOXiVumbVc5465hkFNUsxKL/zO7/D3/pbf4uf/MmfJE1TfvVXf5Wf+7mf41vf+hZra2sA/OZv/iZ/7+/9PX7rt36LT3/60/xP/9P/xF/8i3+R7373u2xsbADwxS9+kf/9f//f+Zf/8l9y5coVfvmXf5m//Jf/Ml/72teIQ67nZeWslNIslL1K/efB1oyzELPKHGdcllktzCt30XOn1VVmTMoAJRr9VjAptjIL7fdpafVWZk0MjBQjuBRmW+RZKLc3AteUH0TWl33fD8a6ZLzPjHXwPZkWyLUKjQ3kFI58Xqu94YGYg8qWyskHBiZsks/DM7L7J12wX8f7rwxaYqvrBKIeo+ycweRiIDCq6P88Ef2e7EBjTTvqpvu6x/QBcCh/CZ+Dy6UQKjsCKPnAsrt2RuyKi1Xmxi249rrycbR35RDbPVIU0KFTxNBgTwo2MC75XYEqqiMzxsZtWE8EAn1GkSE3hKdEVfmM1K7qeWd9C2Peh84WrNWh2VC6+fYdlZFl8q1IYpmKCp+foYBG7MGbac4PpVBru6pncKLjcU1+HxVLb58xAopZV6HR2VAmlWQLyARchnuqamsbtm+Avw4nG7D3DQGu+nXzPzlReVlXYylaU1beegL9a9D6E/k8OTSW0gPo7EGaKinc2hWBnV40YjoaFQHRQVep9F022vCvPOSuoayxGfAIeOTgsArtHduqIBVTcurViABLeR8lxmIkpYVFRf4yrqKCM3vR8kzlOW/nlYCDY/S+OzMXhQUMsZiqvFciS8qgI+NxcD/PnLMKwzHv+CxAc146atVr5rXzPGVW3y8hSwGU//P//D9Pff+n//Sfcv36db72ta/xZ//sn8V7zz/4B/+AX/3VX+Wv/bW/BsA/+2f/jBs3bvDbv/3b/OIv/iJHR0f8k3/yT/jn//yf87M/+7MA/It/8S946aWX+Hf/7t/xl/7SX1r9bs6hQ1aWVetd5LpFyy6DlElg6aJR8iSzVFkhB2BR+pw6z1FEQASHvLxHkVfEQ0Etu5p8FFxV9eZdcF1O5wcp33cE8S7s/IRj0PYcfE2KOZhoTkUITbiFsF9I3pOJIXdSnnnXlNpQzpnHX9cKsHtHK2KXl0CMl4JlQyAnPbZIicGE9gYZA3LBrBGAnEtk7ghOimFPmsLJt3R9jvw9arsQXzGla/cw7AsgOIvuCaxLsillSQy+AtUXVF/WsVTmPWBNyeqaBixr9bCrssxInUPovq2+9v3iUZMfwdHXKQBU89OweUXtfHiiXCaDjw0sWZmVq1ptxw2FePs9mUaGhxobySvmy3KoMeNioCZTiougdw8O61DfVD6T9KF+H8Tqt/RAfVq/LaA5bJt/0bqOD81sFDmZoeIao0R0e1rtN8wxdXgAGNiobhm4jczHpiog2NgUg4SVkx3Jh8jFCpeO0PPILKoJp/tKH2msZUOBlKwJrm3gZlvh386JrYmaSoWfVDXc91DStZgRe7Jtj7Jv/6cOsgi6TQPaZQARxnRNbJQP++zEJYakbsxKTJFsLcr1zBy6NoCK3MoLQ99nuteoAllgSyK1B/SORwiI5Y4R0Lcyivd4nslnEVmU+Tivhe0q10+TZfXGsgBmvO4L0L1n8kE5OjoCYHd3F4B3332Xe/fu8XM/93PFObVajT/35/4cX/3qV/nFX/xFvva1rzEcDk+dc+vWLT73uc/x1a9+dSJA6ff79Pv94vvx8fHkBk1iDJbttFUYgmWuC9cuOgAWtX2uck4ofxKwmHbtMquRwI4E1iQ4x5kZB1MKRUr5AFzC77WRcne2ovamcOI1sQDJhkDDcN8UtEVCjDu94jRhVm956mvQfijFTFeT7ql7y0fXBNOScxTOfFmXgvb2FrVCpqiX7ltyZgzK24f7S1R/vKOsovVtOPoT22dmiCj70I+hz4MZLLZrN436viIFEJsvSXZom+4dM0qNb58inDkogNj6bccyxgaFYmwQsYVVb2rVW93R6nkwEP2++5oStnX2ofUW9D6UUuyfwOENUxzpyHcgbA6Xd3Vvzsn3xBnAy9p2f1fEKPgYDg/h4dcg/QA5Y0ZqY3VXO1FTEWuS9eR7kx2ozlZHLFDaE/Bw5kzafFXjpbcnU8vgj6FVNwDjzQn3WEA46wiU+Vzlp0fgzP9leCTQkZ9QRJmE1KvpwPxiejB4YP4m9zReoroxDiapV/mt+/INoQ47uzr30Teh+77MMvmryosyeEARyhv8mfJjOToTC2zWtvV3vw1sKKNswKgxun8iAZDUml5B1s5jTocqF69OYOwMgEQGgn1uz6SiQiIbqyQCbJGZZmNn769D8c1mInKJsWMh4qu0SMAJ1If095GjyMjsDJjgDZhExrSVXl0f3l8D2XOZSeacMy7Tzn1SC+OnxYhMkiew8F0ZoHjv+dKXvsSf+TN/hs997nMA3Lt3D4AbN26cOvfGjRu8//77xTnVapWdnZ3HzgnXj8uXv/xlfv3Xf31Og1a5izPIqmh5mWvnUZSzvi9a/rxrF3nBp5URFGWZNamI+YgbmpBCWGKIEoCRUnbYSqwEGEJZwa+DREotbL7nMDAzoSl5V6vm3ddg7Q05YOYgZ0qLEvDlPh9nfCqyqQfwE1l7ipwMAyVpS8umnLqZrGJovAbNz8CVT8mZctBVYjffRg2JR40tfG4S9UH9GjRuO6o3PPWXIlwjV+ZO4OT7sN+BqEPhhOuMzQhKGFRHnhoTNFT7h2Yai2wmiLdh58ehfhP6ffM7SKW8a9dhe1eKrHoNagfQvyuA0v1Y17pYZpz2W8ZqhWcSTG6mNLw3ZZtRbCyYdeHwA5WVvgd0pQQ9BoIeyuci3lD7+/fU375L4ZzZORy9NrH5BK1/RonEKjvy++h/bExJ1cCDUzvSIwstTgW8iMXgpPtqf9oaJS6LYkWc+Jba4iqKCIpqBhgPzCyIfI98pEdcQW2JzXdpYw12mnKqbRmTkO5D9hAe3hFoixDrkkdihjAWw/cF0Gs7Aq65U5/XImGKFMsua8xNiAgOPts5Mum0Ge3Bk1NiURBI9VFJ1zsKh2mw99Z8gqKKsXDOQJEzrOD0juYGUnACJc7AnYspAEXh/OrFlAQzo8tUZgH0olGf+mj0jpfBeZE7aNxZvizLMNjlRcR5ykWUeVaZNJ+vslheBQSWZGWA8t//9/89X//61/m93/u9x9vkTrfUe//YsXGZdc6v/Mqv8KUvfan4fnx8zEsvvTS/kcus9p9VmdXWZQBGeaDMOv88KccSgxKcWMssStjb3cUCLVGFgg4OqywScA05dMYNKYO0rd/Sjq10LQmUz6c0PTAfJ3D8HSUFq9+A+qe14h7el33fDxjtg+NG7aaKtqzfFFjwKUV+jIIBMtOKH9g91JRGvnbTMdz3ZDFc/SnYflWZRPc7MGgzSqlulLwvP5+gDHLzhbjjcUcQ3c0LoFetS3GnLTvflEJwFA7OlGFZnPflCxLnZiLKGDndIpDReEVsSRVFumQDMQeDAbRS6xMDOS4BUjEP/Y/0TPp3tcIv2Jxo1AbnbOXsKcwFYOd2oPeugKPraTzEa9YnqViFwYmUsYss5DgknjNaIGb0zKKa7RRswDdultibjCIBXXVLz63v1f68J0aKVG3Jjij2kIkdhf+RT+XbQmzhyltim7Ku7idEKEVNYxZ0KZVEx5rX4VoTmg5OPHQCCDsytsKAbfW2QpLTQ1P0LYGcPDclXod6U8C4m8hZNvMq14gTnJPvSSAXrEs5RnvujPuXloFMZOPSo/pxNl4NwEfRiKmJXEGmFHWAxmFcBb8m0OMGKiOPII9HrIxD708Yty6HKB39XjbdBJIEzCzpT09vRdbZMAeEa8fnuHlz3qKLv0WU8XhdF62LzpNlWaWsM9a5EkD5pV/6Jf7Nv/k3/O7v/i4vvvhicfzmzZuAWJIXXnihOP7gwYOCVbl58yaDwYCDg4NTLMqDBw/46Z/+6Yn11Wo1arXaxN9WkqcFUhZBoIuwJWVOc5GXZx7TMV72qlJSrIViCn4QJcbDRSPFBPI5STY1oWSdURnhNpNt5fhI1uVDkH8oPxDfRg6sZlIom2ZO3U9YTXWh/z7sfx02vwCv/n8gazvu/a7n6A/ELJxqv5mbki1F5VRf0IpxeCCnyPQIKep8BGyKUOhYCcfquzHdByl5ZrvI9qHdg7tfg/a3gB7FRnjOfElCPo8CsGRaLeexVp7ZkZgQIujEAhkh+5azCdgbTV70vf0dx0p9HjYMdDACWbEy5UY1Uyz5yHF02BErcHhs/jNHlrQtFhBLttUPUS6/imEGaYUiZBSPluZG7YeHG9rlM/PnwRi1muqJG/qeWdhpFJi1RGaowVD37qysANyimpT38FhAMI/V/rSt/omaUL0O65/SbscDM9sNO1L+Uay2E9K65wI0LkSgxFbWQO2MaiUw6M3nY0N9kzU1RlOUi2RooNRV7LF5OMjh8I6ixLDQ9GgH1l8S61ZtytE1d3oHQP1BYqArVt/7Hhx9BMnL8gnyjHYmrtnHa9jRwjYiLIHyyD5lEjG8Rj6ye0dALXanX/WxV/4x67F39lwwJtKyxBXThj3bOBNw8di7lY5MOcFk6MJYh8L84zGgbQDHleaDUybfSSBlUZlEzfrSbxfFslykLArAnoIsBVC89/zSL/0S/+pf/Sv+/b//97z22munfn/ttde4efMmX/nKV/ixH/sxAAaDAb/zO7/D3/27fxeAL3zhC1QqFb7yla/wC7/wCwDcvXuXb3zjG/zmb/7medzTnJtY4twz0lNLyyLg5KzlnZeMt2sCOCmHAWNRJMH0kJuvCMaWJHXIcvP2D1E4xqBUrsg8EjeUMyJ6ZIBkaM6DFhkQGAdvCrlI4mQzpU+1su++Dzv/GVzZjug1HPeaWWEiKtpkZbmKlO/am9D4rCI5evfh5BvQe08RGJExAnirMxMYar0L3fupwk8dPPoPcPw90fS9d8EdUUopWqo7MpOLHzEDIRoIm4wjRNt7Y6gyM9UU29pHFLlCogqnmCw/NCxn/RPMW0SmmC1jZ3df+T9ipPjyfcsRYoAocjKRVLaUPTU3JUxNwC5a17nO2pIeKj9LAKHlMNHcWBhqBlbr6svMHGu9OVdGdTE89Ru6pvsBtN8Ff6zzY4uMyZ18bDofqlwX2S7Fexo3ybpS11d3janBxmdFZVR2xcwMT0b3mjR1X3HTFCxiOYKzdvAjSjYpZtbqNfBN+cW0U4VQeyegODxRzhZi6B2PwIkzXw2fCTg1HFSqEF1X11dvgRvaXjx11ZFifbgvUHbUAHcD1qIRYNhGSX0HKJttSG8fcv4QQV4ZAY0KBbbHO9URGUsVAu3GX/8yEzN+PEbPJa5SJFzLYWTODaaafPR72KfH53pXAtgO497bwseFKJ7S4i3ghcC+TN0mY/zYJJkETMp/+ynnlRtynrKoblrk3qZdN63O8b8vUJYCKH/rb/0tfvu3f5v/7X/739jY2Ch8Rra2tmg0Gjjn+OIXv8hv/MZv8Oabb/Lmm2/yG7/xGzSbTf76X//rxbl/42/8DX75l3+ZK1eusLu7y9/+23+bz3/+80VUzzMjqyj4ZenDVWRRFmRS3RfxsgQpLaOCs6tLKPKahBwm5YnHBUdZC4uNIk2WZefO3Gm/l8AKuKqUQh5MKimF054Pk/vQ2hOoX5sN3UAREI/+E/SPczr3BDaw6BIfmAy7F+/AJxBtQeMa1C3KaHCozKp5iwIcFWyHgZR0Xw6coQ39vhgcH1KEm609MC/Fis+eUwiVjoJ5rDTBRnWZYSq7KqP/UOAr6zEK2bY+iWr2PabYnddVjV7vjYARucDXwR/r92FLbc0iM1FUIEnFHGRtKfMcfXcVrXYzS+yWbKJMoxhbUbcNBa3MKBJT4a2PA/tV2Za5JOvKFJUeUzhmEumed16HZtM2OW5KaXbeFuNRvSpmxEfy/Wi9r/17AiMVNh4MocCDFgwiOVn37sucVVuDtddGdQ631LY4MQVb07iLLFzaVTUmIhuX8bruub8vZ976rjn0dmDNfEmSqpK2pUOZHBNn+wU15SfjIpl1si607mkMJk1Yv2GhwzkcXFGdtW0B5d4D860ZWpTPJtCEmit2G6Bpr2EVZZRN0S7KgZmKETAxTBuGYpHnr/yaU/rfc2p4FsccUjKZfY/t/cot/DjyxgyGdy+A8toI2HoDF3kwL5ZMxaHBLiwMwjsUFifWhvB+Ff4qwRxcVuCzlP6kObN8zTKL2YtkWFZdVC9y/rheW0TK561wz0sBlH/8j/8xAD/zMz9z6vg//af/lP/2v/1vAfg7f+fv0O12+Zt/829ycHDAT/3UT/Fv/+2/LXKgAPz9v//3SZKEX/iFX6Db7fIX/sJf4Ld+67dWz4HyrMk8RL1MOeMyCXxMGvDjA2P8RTqrjJcZPmFFU5ESLZKu2YqzvN8NzmzHA2UcdcYa5GWbc1XXZabUokDjJ2a7tvoLE1IASMF0UO4jDDwcQ/sPofNt819oa1Iv/D+CMjOFlvdkHhj0oGrOvHHNAJKt3IoEVjYjB3t6wQbl4EIcZwBN+emVI36krHNrcxTuK0yskZSk24bNH4XGq5CfwIP/CImnSJQVHHcLB9/Iyo7A1yG5Ac1rUsz9D8G3BC6GDy08NjZHzuADtIM0Wls+AfnAnl1HJodBS88qqkClLuYjs2caVSCrQ9ZAeTP66r+kpjqzvg2nihxbk13gBNyx2hsZ0Em9jamwtPcCBpjZJalpRT0cyFSVrBlGPbTuM+XmGlKC/YfQ27eQ6QNF8pCMxp6rQ+O22hQFhgyB3+x4FLbrcz0nbMwnG+Ab0N2D1h0KJZp66NQNFOZqe2MHmgaA8hMBMB/L8TVeE8OTV7U3j6vCRlW3cZKDryrbrc/EbPXe17OvbKrs2MZMABchwWuqVw7QPj5BEnvEFlVemIcy+98xCl4qm3SGpeNlK2sw82Dl5aFcV/qEgowZxOvdC74uIbrMZTbuhlpkuBABFBY4AbSU/NCc/fOYL0o4RunYKjI+l47NNUv5oqxa53nIRYClSfpohbYvbeKZJ845fu3Xfo1f+7Vfm3pOvV7nH/7Df8g//If/cJnqJ1R2tstPlXNeD+k8H/Ysem4WIFnk+KR6lpEJ4KSIOgngZN1Wkw3VkYXQ03w0GQXnu7yvSahIzJZqpRmva1Vdv271HGhyCbkTojCTUgICNsG58orKUdC9RdTOiV1bdnS1c4PJJzjXdt7V/WSva9Xbv29+MIOST0VkCnYLzcQ9KbJhKU+DS0qAJIQol+qNDKOHkMtiAg99nUiBb30Btj4vJTr82PrXmVkFW20Gf5TwmL2eTeMVWP8srO0ou+ujtjl7ptamrtrvNtWPlauw+UMyw/V6MNiRmSzdQ2HaXYr8NLGZkLKuMsgmm9rNONmBJBLjlDYM9Gyq3f37io7xTsxD5ap+b99XOyo18BXkb9SBfkft6ln0UPeOAG4cgz/UOfmmnk3aGoHA4EeSNNUPeVdM0OAR2oUagYDhXTipCCyEceYjge1KXTs8pz1jdnry4cj6MkEGcBNvQO3ayLGXKtCBbs/egxTWXoTGVcs5MlAZOGi+YgyO+bZEdT3DtURK/yiDgzvgOxAN1Ib+R2JeKutKMFd9Qc8rPP8BSmnfteEW/g9LwpgROFlnxHqYJTUMjUD8PeZjEl7DvFReWcrnwAichPfXZyNw4QO4t3klqqD9lwbm62ORf6R6x3N7Px7bk8ufntrCpoXF1Fn2S1lW5rEJ08o964J13vXTdMV5szaL6p9J1y3RjjPlQfnEyvjDuii67bxkHpNyEeWH4+MszbRzzcgcInTiJkS7UH8VGi9LgfQ+UFho3sW2ARY9j1H9hSnGWIO4CpUXYO2HNJlHCMh036FwvCzCaRnV73Kb7DJGe36UGZG81GY7VpiUwv3YZOlSKa/0Y2jn8hNwKPw0P7TVsC0fozo0X5O/StbTOd0cXMd+N9+GwrzwQAwGJYAT7OuBfi7s56H7G7DxKVh/TWX2DqB9T3W7BO2c2xTln5+AbwlAeHPcrVyBtU9B7Yrm56EBwuB/UpiVnFiQuK48Ile2ZCro1KC/Aa1tOPpD7a8Twl6TqjFLXSlwNzBAakDM50AVkuvK6Fu9roiWg2/B8NtS9PGazDdZHXovS6EHM5SLZPbZ/6buY3hkmWkPNB5SKEJUhzX9nXdMyVdG9deuSYnnuZKkeVPyHq3M+z2xSPGGAeQtAZdkQ+MoNTAxPDEwNFCyuIo5AOde/i3NV5W0bXBs7EPXGKqWmShNgWZDJWfrvm9moDfkV5IDfQsbbkTyRekB3UxA0G2Y8+2BQLSrKu9L9YbMQ5GTU2zVxk4AGCkjk0sAKQGgbNinYudawFbBupQZk/KrD4VveLEbRXif8tKrFo7FCGTm9q7mNt6x5xxAS4j8iiIBucBGRVXNBSE0OYDIx3Kf2Htf1tEuvFvlVf1ZdcA8fbLKIrAsi8zRs+Rp67gV7/8HE6A87Yc1T+aBASb8dtYXYJF6xssPL7iZEIpcITUpyuS6Vvo3XpSD4OENaH0DhneQqcOhycbCQHOLoonMsTPeVlKzKy/CmlHkrZo5TpaZEUvsFhk7kXUs1NIyb05qdsH6MAJHxXl+9L83E1R2ZEpwTwowa0v5FREqMQotflG7zLY/Hq3sIjNDNF4XgKldlW/K4R/JoXEUi8kow24AJ8a6+CrE12H7C7D+Khx+JIYiWoONm1JYgw5svwa7O5rH7z+A4+9q47/sxExSXv08tPDc9vtieXww2dgqtKDm15SDo+k09ydO7Uu35IhJTBFBkacCRGnH2ImuntXRt3T/Poe4IkasdhOaa2pn6ybEH+sZVjelIPMI/Evw8KFCwd1QfVGJBQz7Bg68ObESzE59RuatSGMiWdN9pHaPeXgmzsbphrW5FLGTt5XPJKoDL4hNwXybEi/lOuhTbK2QHgiUxi2oDAUSa7sah1HDTBwd9UlsbFM+kF8SA0jvK69LET4/EFjp70G2CVzVO5Eao7B1S7svDzM47sDAsv5WdozJgbAlTvEJ4zsAlLz0Cb8FB9gQJmzrhxCAdcoJNoDmwJYEoBKIjDL4CSAlKZ2TJjZ2QnJFx2g7Cxv/eV76zRhGb6Y6H1Ok9Q9MY/i7yFhh4CSyAV1Yesr0zzSGYZbyX3SOXnUhfBFz+SL1nSdQOwf5wQQoz7rMogdnIel556zajknlhVnKVi3lLdSd0dLJuhz4mrFSb1df16SbtVAKcIv2cJEp+i5yILXoHe80WR8fQ7YlSr99V5ONq9rkZVEicYXCfOLN5yWwEWFWKiIDQmRRmFHDstKPvaelVVwIj81bdkIASWEZapNr3obWO5axdN+cRreh9ips/WcCL1EC+/9JCq3wF7GZPseAltHRoH5IrsGNPw+vfkb5Ova+pw3qrv4EvPwStG5BJ4XbNbhqYCK6rd2D+3dtsh+KsTn+lkwpeU9KmGzk6+JLWiQAt3QAHeubtofMQ6+tZ+YiUxh1yGJGobkhNXtfZiEiAQW3DcOqGJUErdTXr0L2klgX4tGwy3K1KbaInmHflGFY/lvfBbr/1B5EJScJVzc/kqHMLYNjqJyI0YqalsDtxJiakCk1M0DaUVurXch2IO7LVJV1KKKdQOfnJ+YEug60xbb1jsRk5F5+TC6Wk2vYHK9Wo4hgyju6j96HFM6cfij/nqwPw5typN2IxHZEyGyTJ2ZStRDetK8xlHlII+1BFDu1o+jbUjfm9hxKuLxQ5MF/pa/XszDxlPV7mYgIQCSAljBFlILVBF4CGDEkFJX8uLy3d7v8fqVj74p9yguVouKw4HB2TTjF6iwndgvveSHLKtgnvdhddm5fFHicx31cQB2XAGWaTBoIT2owlpcn5bYsMjjPA5wsQhuWAEpI2OQSgZOQEIsIOm1FEzSMaYnWId4RZRttGX2OqHt/X0rRp5pEfK5ImNZb0FmXP0F6X85/mUUHhfOGPUabDIbQ3IRT7AQY01OjSBuPk6klP+FU9FDRBzYBFqHMpQnQY/dU1b3mPTj5nn7PeqakgebLcO2nYO1VIIOjdwUS0j19L6IRqgIzlR1dO9i3FXoCm5+GT33GUYs9+wfKQxI52LwKGw7aTs6h/Rh6iZRIe6AIm7CfEZkAydD6NzgWR+Y74dtStMHU5r2YkP4DeLih3B69Byh76jH4jtpcvy5mqLmlTK6t75nfxZCCdXAJ+Io5Ofag9ZHAWxJLoQblMTyC44aSwh28q/sMvgt+oGtcxRL3VUvmBluFR4kUdbxh4yMbPZ8AvsKuuHFD/RIZi+ciMT4hwVxYZWfHMEigvjYCLll3BI5dYiBkoBwzbk/HevfU/1GFIhKlehVY13N2DQ2vQcuAr2Xe5QSyR5ZFNrFhaICoVlc0jgMGXjlV4rrCrpM13Zfvi5nLBnqf4jWN9zgZMRtlk2bkZAaqMQIT1qUyKaH8LcHHuwxk4tL/8Dg4Cf+X/U+CeGfYPrxTbgSKC/BhC4Pg6xXSDxRO6X5UQWBGC4fmrNQOAytF8kBG4/wxX5RF59Dx8x67wQXLWbbeRcuZpENWadMifTOLaRr/fYn7vAQo8+RZRMjlpctFtG8Rpsb+LhzTwuRfswlxXavywQPYX9fkPuhT7HVSvSLFvWGRFvsP4bivCTepinoP+9wM79lkNhRDUSiGpib+PAUf2Igyn20sSvAn8dbmqKYolu3Pyexx9HUpRG/KOfirFLlNrLjxiCAXawW+9poUUusD3W+I3AExPdkxtD+Ucj25A63vQvYRCm02IOXWoPYS7PyE/G2O34W9/69MQUS6tt2LudvPeP/3PcOPlZ8lMcV39ADufQ0ONhS2GlW1U/HgXQGJkAgu78vsEHadraxbArqqAbU9Rrswo77MjmxbgCGk98CbmSK2CJ+Nz8DudfN1qFtUjzOTUbALIEUdMgL370L3PQMsua3wE2h35PQ6bMlsEtmS3Pf0yTJTtusGhDcVipy1IBpo3NRvQvOWono696D9gWUfzjXuajfl4+GqAhRZTwxFXnJY9p5RaHci01PSVBmZhVn7lMKUkAdGJ5XT7bAzAi6ZPd/qTfnexNtqeyW2/CjvQ+9jAUkX27jvif1wVTFAtW3YWodtpy498dDuKronrsu3Kbaw7+GhPrkxUuTq8zjRhF/2QYkY7clTY2TaGSBQ0kYAJUTGB/BSniri0etfvB7jzEo4t/xxpR/y0rvnfWl6y23hEBgUc4wt2BQz42H+U3kigOJzjZ3cgE0ewIkxdCG8v2BUyo0qK/ZF5bzm4XFAcZYyJsn4A1lEzgqcztA3n2yAMkuRnkXOE8medaAvw5qc5SUZb+ukvh2feUoMSuE7UQIsYdfVLtDf1MSbdzQ5N2/B9oZW/wMv0EBVrEbjBSnf4QF0PxKowZUmK1Ma8eZo19nePQGZ7Nio8gCabIIu9oIxQFC/Bds/Jr+N/kMpYDqn7/9U9slxQBih0MZduPYzEXENOv86J/uQkQNvrJVf72NlM42aKPttB5lBcqPdnUDb9udh9/PQqMi3IPkG5Ee65+PvwDcGqcrcgySTyaK1D3txzNF3M/y7UiLD76svGVh9pURszoBTXAW3BZXbsPWnYG0NTh7BwR+Cs1V/NjBmIbd+tX50iflQpKPn7bEVdl/+LcEHxDMaG8FXyDk5tg7vS6lEEeTxqBwiCAne8or6OQ+RV6ZMXAh/tkix4YnqbN5SlFO1aee1xfzkA+VFqVzR7/G6QFGvbyCly2jTSKS4nLNxtgO1Wwr57R+KHUrbFKa9EG7uUzOVebF8YZuCPIVKE7Y/A80b8qXqDeRDQiqWMD1CbFkkh/KobX3mNW7qO2IhA3NyeADtdwRK6rcRc2LsI5arxvcoIursVooEawFYVRAjU7f7Do90aK9DYE6Ck2wgHMr+qMGPpazXK6VzwuuTTzgf+7uMZk45vKJ+ydJRPweEVZhBk9H1sRUezgu7MIfdvZ0vMSzlGwmOOPPm0HnnnKWMefPvrPNXkUntWJYhmVX2OcgnG6CUZRFkuOjgmVfOojLp+mnlzxu0Y8zFY9efB4Kf1oYyVxsASAmkhFTt3lYsISNo5LSKGeYopDc4fybyJ+gMNAH2e2If8q5W2MkNaF6FbkPOkEDh35K1BFx8DtEV2PhRbWDXbisapPcdSFOVFbLBFnRwPjoWr6mNzlaXhekmsCfB98T6Yzz0MeTJaL4OG695+h1XbJwGFBECDhTNcmiRFjDavM/OCxuk9Q7h8AH01mUGCmwRmfove09gLOQ7yY7g7r+HR81MDpYn6luX6f+wrHU5AkRQOI5Ga7Dxw7D1aag1tHrubwO7MhVUqvKZ8Og+c6dnlg1theoponWOvy/wQUVhv8Fc5moCHx4DIantBpyJHfFdRg62MNqXJ/gP1cQORGvWhhxtLdA3wBEDDZ1fsRASHynDas/CT1ofqP/ixigaJ+uDO5JJbHigvoljjYewcaD3ut5VFA5d2ZIpzB1TpO8vQuXN7ONRvyd129zPAKofCJhV1hT11D+CzkNImwJ+6Z7ekxBSTAXyCKpVcOtmCrX3KUdRPJ2PIdsXSA/AKoIRaxjignMz8Q3AN0avctDrVfvEum369ns54icQYWWAURbDkwWbEo/9Vp5WymUUOrj0nhZZYzNGyRwNVOR+9Bt5qdxgXraKww7JxTubUZgui/e7BACKPavKDV1lcTlNKY/P16vO1Repj8ptO08dOKuuBeT5AShlmdQRZSU76fh5PohZMo3CW5SWm1Vm+fuyCHZSn5S/lwFJNPZ3uYxUitVVbNJJDEwYOxInysLafhe6dy0ip6PwY5+LPansQFLR5Fu5olW0qyuTa96XiWRwaHupbEM9gnwdui8qH4Tfo0irH3lTbGUHvFRmgZN3pIS7Rq8XYAtGSmpaP8SK7Nj6NLiG5+RDL9OIpQoPobtxRROrs3qjxICWTbZhJZu1oPUdtYeKHGCzAym+4Ojnu3JELXaB7olhSa3fQQo2rlsfbslcNnikCBH6I8Djc/lpbDXEJHS8nlHjJsSZQKZrqy3N2zIxdI+NDdrTM0tPpHx7HwBD1Zue6PlThcYtKfesp/5OT+RXw9BAbOjfUliJj6SYvDFkm581vw3ki9R9X/eQh2y2iA3KYzm/9h6a2SOh2Dix+QLFfkl5W+Col1u0177GSNLUs88H9rHw8chW6flA/jtpW88+MWDg++C6FCv5aI0i9X1SBV81v58DRVRlCaT2vY9A6+C+wEdlR9cG5914UyHR8RUBlraN5cMD9Vl1S0A7qivhWs0JVPQYjXVgxGx6RjlDRoeKPYKqjMiIcs6TAE6ClC0i4VMGHCWrXmESGmdYilfJCRz6isx3PjNzT9nvxNu6yIBEXl5IlECGM38dF4BMcNw3ts8HFiWYHL0csR+zRQU5r4XgKtcsox8mXTtJJzwtOQOb8nwCFFjsAU3quFVQ8yqMzaLtmSazQMg50WunyjLmpNhfx3wfnCnrEF4comOCIxuRQMbmp+Vv4oF778DwLSUHyy1EIO+AW9PEHkVGA2eaXNyOgMvmpiYUP4D8bZRzw9li0Yumz4fWTkvvHtidAAjw4HvKupmdKFR3+MBW81DssRL2wHkMkIX/K8ZmNKF1Ij+CaCgFW2xiYkqiYAaMTcj9qCwPhMxZ6X0BDuKS8jPHwBxwA8DSoOe2ai8iFcyZNqrJv6L+iswSUQzufWOizAThjbHpPoLeK1CP4bAH/QO1JW6ac20uE0r9mqJNKmsynRz2lKadvin9llL4hx2o80zJxnZ+RNdnQwHS428KVGB9l7V1j8Wq2IAcaCxsfho2PmcsiinXtGMKf1+mpHhXOV3IxOgM9wxU1PQsQkhz2hcQSB8ZWOqYz4cXGMBZu9bVT4OHFsGTCVh174xW2bXr2pMpGwj8Bf+RYJ70iZ57VBfQTvtq11FP9w1imQaHyASXymk2WtMnMXaPCkSbyhabAa0edI3xWX9BQJdEbam5ETjw2Whx4Nb0/kUNTuUugdH3AFIGlBySGbEnAVwE0BHAShnkhL9zRqAksCmhjKx0fmlK0TuRjACiD3PCYDSPZOFdsfmoMAGV3rNiD58S4CjMz8Ek6xkxLTliWvLR+Y/JovrgPOfcReo6L8BxXuWcZ5tK8skGKGXk+zQR4jQ57zaNsy/T2JhJsuoLVAYmIUNsfbSKLzazq0qxOUs37gysuIacA69swhUHPQ8HW4qKyFpAT4Aj2JSzlq2Ca1plpm0p2u0tqDs4SEWTO6ffTx5Cfx26h9o4zvdUd2LUv+8aOxNWZ+ZQO7yrvXQCBV+wFGP3HkxLhbd/afWW51LyecWUrRsp/8LhNszmyWjl5suzfvCN8QIcuYWIAoUdPZgbcsuPEbYNcDBKbT/U8do21F6A2stS3N5D9VjAJW8oc2mGzBvdu7D/sfKotN6B9tvylfDX5BORl5TEwJREsi4l3jXn1iiS3T/vUORRcXUBg+a2wM+gCq2KKcS6fDlqDYVi9x8y8juxe4tqEG3ImTSpyRHYeTEGUV3+Ob6lT2apTpOq2kBm5pi6xmfIjeOcGJPhETKFhRw2scBrCJdONnVf6Qm4rs4Z7puPSyxlX7lpviz2CAfH+q12C5pvCpD17L6SNajulPLd5BpPkdlUvJl24jUDSlUxYhHWjr4xWl7vQpzJfybZsjHlKCJvMi8H6NiZ75CT82xtB5KEU+ndcwTqHTq/HHkziVAo/x5YlfL7El6PADgC61I+rwxkbF2j852dH9BMWlrgBMBaZkuixwFK8CkpzM3mf3ZqywdPkYjwMTO1O90/xU0tK+VryvP0JAW+7AK2XOa0a58UUJrFOE0TP/b/AvLJBihPA0WOLwHGB+RZ2jSLFWHOb4uUPa2caUAnvLxm442aUi7Jpq0sW5r0g9Mqplh8TedG6/pOlYI27qNVc9oyX4UBsieb/0Z6bErHbOcpWpVGaAJuPTCa/9CUaMdMC20xInFVVHn1uhRDtgfHf2J+BxZCGhJxhdm0CFcMfREYDgNlziIEcCVwMZSpoPshbLwEm6+C35dD5sAiioCRT0BY+YXj5vQXElN5mzyLfX3gFK8eNlErJmFjmXDI5yTY5YOZoSnFPugqIiYfaDVdf139038IJ+/B4R+LLeh/DP4hDGL1bdg8Lj2Ew7ctO+kauKGYihAe7ZxAX27+DoFd6u/D0T6k29A+hOP3dN7GK9B4ya4xpYvdq6sx8g3IBAza9w3w5tD5QMyNN+eIsKJOPeRVtcFZHh5fURl5W1laGWgs5C0B1MBwhPDgPAXXNF+UkKAlgIiexg5V1Zt1oB/peh8LtOUVpeivXpWTa3/fxnLT/F+uyL+qcoXChyWuy7fE1TRWXUPgLllX/d4Zq1WH+jZg2WeJNJ7BTKZeplIsym14ZPcTyWwX0EUZJOR+ZN4I4b6BISk7tpb1eCgj/FYGIOG6aNRtxXnjoKfMxJzS4XHpS/jT/EiKDTzN0zdE8kR5CXQYA1f4dYVPeKaGooqoIOvLYp+qMiW0qkybW5dlYuadvyo4mVf+JB2wSP0XBIw+2QDlrHJWgLPMoFv03ElgYRJwOc8BMQ0N2zInRGDE6wrTjJoWqTEYOUxSAepyXK29pFBXarYPTQqPerAfydTQekdUuw9+CIlt7mb+CtkehJBhH4kZeRRrfuq+i1LMH5tS76h9earJOL6iNOON16G5K5+H9j3gPsozkVMk9DqVXjPcc7gfm7iKjemysa5KBbB6d6Bzx1FpQp550r7Z0IN/SSivBCLCZIovDYsAigxAlfNUBJq60ABhPAUwUwI9vT2oHcmkMNyD7j3of6Bzq1cUUly7qgk5+lDmrXZgIswXJDu2aI5E0Si+J4fM/sdirQZ3dK6rWvurMnVlPfPlQUzYybvQXtOzzvdl7qhfk6IeHMnnIA/3FptDrd2Py7SJYfe+TClKGCJwGyJmiEbggkSMy/rLAmiDYwHF7Mi2JejrvhwCMdVtMS1+aPsqWZKP4YndV6TzTpkKIjFl3bsjsI4XA+INMKZBWZppqJcxik57zdiUfYHCqCLzjKvJBBN20o7r5vwaK78P3qKCGrbJn33PumJB8mwEwH1PAMmn1v5czFYaCeCTjgAK+YhhKo/tsq4ug5Uyji/r8hIZWJh0ytc/xphw2kwUgGboY++tfQhAFunsw1xUsbY4ZE4zJrfYGRsdd45iKw3WIE4tYqs1upHITD/FO3RWmbbYmybjuqFMMzH226J1n9d55yVnqO8HG6CsIrM6+6yotlzOPDZl3u+z6pn0Ek0CQMGhzCYFV9Fkl/dMaSQjKpmKwMHaZ+HaD8G1mibT+wNtd3/0lq0cjxUOnJtCdLEUy9aPCqC07miFXqzSnfwbhnu2Wm+bnTzw2n0pOpyBiVyTdXfPzulTJJCL1jWBF9ExY30YJsjQ/0UOFT/634VVmlfZ6X04+I+eqGa+CC1Og5PAdYfvoS5X+n8CSDr1e1iWhigPKPa4ObVUzeVY2/quzDp5qsk4PxYAbNw0peqksEOIL0P589RuUeQG6T/SObUqVNf13IcPtfeN78hkECJtmi/KEbXzkRyP4yrUNtT27ADtTJxqzJy8B8khReRLHNsq3IFv2L1bPGt6SBFa6iKZS6IdtTVsPJn1KXa1rV+H+msqq39iDN+BxpJPNT7iDYGEeFvl5S0xDhwL/HQfmPNpAjQpIqzAnF8rFCyKb4CvID8Pp7YODiHKDHx3oN+G5Ir2o6pc1/kcUqRxz3ID+X199y39Vl+Teaayq/fM2TOuNI2hyI0Vc9rAsNqkMGFkAz338I7iRkFqg4wiW3PYUgJOY9/ykAsSQEhe+r0MNMpTVhjjAayEsvzYb6HeAhsYmAjMXHm+CixnCP0OCVxcBphjc2BECnOqsSUu0d5EPrVEg7nMcMUcR8mRtvSuXrhMm8PLxye15Sxtu6j7Kpd7jovnS4ByUTLOgCwikwbiuAKbVP6k49PqnAeiSsunIsNpCOHLZC5wRn8na3r5fQ6uCY03tJHdTg3WHEW+gXSgyTOJZSOPsBVghKI9XoGdN7XC9okyl+bHmuiJbQU/LE06tvIrnCtDBEsHUmf+Ag9geEX3kfahcgOS28q90ftIyrHwAgz3GyaswGJQAhjBwTZMlkHaAlAeK8/Lpl+ERAYx8FNMvDbZRrGVGVFEKRTPKUy4sZRg9QXdh8tto8EHtio2BS6bjDFMsSmxITJH9aWo+w9h2JZTL5EAi4/lp9B4EagIGOAs4iaT6czniIHKxFS5up559SZs/7AASeag9bGNmUppRZvo/nxXbFhyIJBQHmPJusaBq1gG1ocGKuyczIkZabykNqd9Ocv2H8iUQtXMKNsKh8Zr3Pi+7j8y1iS5JobNWZ6X8qo7RKANMgG1eEN+PJllZq2sWXi6s5Drvvqifksgrn8op9n0WObHzFieygY0X4LGlsZFu2Ir+3zEOPlMSjbzUpTxjp51pU7hZ5JjutmLeUo29B5VQHsk2euQeRgYGxne3bDPTVwxhg+1PYpG4CR8YBTNU/YhCX+X/McL/VlmU1zpWkq/lQGKvRKn8qH4Ms1Seg/yjCL1fdiROETLYcxJyEQcGRsVdq/ODZhW1tTXcQfiIwHIU+Ul6tOJi7ZllPqyynmRsssg5SKB0zJtn7SonvV9RbkEKMvIIsh6FfQ4zmhcFEKeh3LHwUlQqrZcyod6keOKrUbro0kn2VECrKgGPVPQJzm0joEK7L6i1fL+e1J4hR051oQSMjxGTdWbmQNjFOzDphTjSIop75qCMZDhMeAysAmzrsy1NKQMa58W4GnlUmpFd+Ql5R5x2h/Ffn8seYMfXV/4htgx52xiLj/T4IcSAEqp/wOV7RI7zxRXmXlxNajegt0/regY34dHfyCmIzKzTKEoEuszU46RRZT4IbTeNvBnJq7app6br2ljO19Xv8c1sQhZF0W0PJLyHB6pTcFJs3pT0UL1DbFY/WOBgtyJvUjqyuoaXYfhlkwjvXvGYJl5KCQTq96E5qegsQPtO3Dw+4ryisx3wKGw7sp1iLYUWj4wJiXrC+y6moFgA2pFvziNQbchB9dk1/a36cpMF7YBCH2fd6W8ay8oEinP4Oj7UmrUTBn2BdbrGzJnxhsyx6QfyIQTVQQwPOC2KBLDZblYlbRvz8VR5A7KzdE5bwvMVaOR71WMWBqP5Sfp6dqoJnBStyE1BPpO/Rav2wTvRv0QRZA3VXfkHmdMAkApA4rwCjB2rLx+Kl9H6XgYl2VfFUrH8tL/jtG7GN7N8IlyA/32e+FIjp5PFL5YPp4gkTG/3hnICb4n2Pto5p1g1p06Lz4JRmUV3TEPKCzT9mmMzrxrLlAuAcr/n70/idFs266C0bHWLr46iqzPyTzVrQsX8OMfP9OhYQpZAiHRcAMJ0aBhiQ4WtkAYCdkS2OAGGFm2JUuWjEDYEkI06FiYBtZ7z+KX5WeDL/a999xT3HMyT5ZRfuUu1lqvMcZae0fciMyIzDy++FxvKTIyIva3i7XXnnPMMcec6zLbaQcfzvg/Tv2+//0sgPC0B/wSqbJnbn2LcjqkksGI7dKjI/cx7yu1vJsDy8dAO2GztNUec/azN4At9duoX2MUny8lbgwUAi6XNPbNkk6/mJLO9hmd6Og1YLhNx7L4CrA5RiqnNMPOoPlW9Lyn88t3ge0vAJNX2Bxr8Q6SJTa98U33ZnBykTJZ5BNt7nvP2/est4Gcjo6XdCzqiJXSRz2NSayQsmpCEYBOTaycu50ydTH7LDAaA+sNI3xT8LOR1YmiyFgKng/4c70ATENg1+7zGuyQlU7RSLuWOpH6ANR6rHV98oh+CZYpF0zhmFIR/IDLBCwfAKt3AOi52ikwfJ19PIBOY9EuAazZij20YKpqwsZmgx3eU3GFnYSh9W4iQ5SPqM3It+igvdgZ5ARDJpPeYskSYeM5hlZjZcdcqA8DwD9h2rDd471F5xhBXj4lKCxe5StQr8g6eVV9tQI2Xk3Ygsrr2zXPtfUlsiarfWC9IONiB0C14Pz3G55jeJ3jsHnA71Y5j/YY2OwDXnO7HLN5ngeBVbtPZx12gXqExLI0Qf3ZAgFN3pvjHjgBkCNh0X/lQ3/f3hToA5Vw6u9x7ue9z8fPxWOac4554ivw3YtfEb1EABEFszYGTb13Fg0PEpfESFSPvrs17VNcogCWcznuH0Xw39JZrn+Dz+OMLxt0nvYdz3u+b+d21r0+5/j9KUA5a7vIpDoLkPT/fxZV2P/7abR63v/PO+bzbKc/H3/uJ5/FnpxYAFAlxNmOWJKRjIbaj/uWUWNoGSUHaUHQUIiYvcFTlABGQ0bfYQxkElX6Awovw3X2m0Aj0ewO0xqj28DWhK3BD6dcWwUlU0L5jko+x6Th13cBoyZbviIdng17zsecvNc+G3KiTDFREt1+qe9LBDehG0If6WL0PqeoPtuSw82Q1nFBo30Lpi7yHe5njESq+0it3e1QYKBgie3RhxR2xtTWCXAFaXLAMbQChu4QqQ161NA0h3SaGNBRtyumd0KrJmNGzETWnQcgY9EeA+YhHXRbMXXTPuR9BY1hFC+nhRAH6l2zIkvhlYpBRnFvsadxcnTeYcLzxGontyLoLHYJAqpGgtCgfiMLAqX2UCwEBPx6IDqogqY94H7tHF3Lfj2PbFulxFcItlwv9eJXIIBTKWxzzMZ1haqeTMHnOPsMsL0NmClQvQ2s7ml9npZl2THtMLguLUrNa8gKphoMOAcaaUpaATNbUDdTH/Ce8gCY60CrSjmvVFEc8/5Uj1MzvvpxmvaZk1MkYdpiOub07/oAp2/SXO97BCd93UoEL3FLaVWBBeO7tE5kOWO5v41VbBn/nymVGdfdic0N0XT2yavXEip+thjq95bMqo8p3DNsw4mBu+z2rM/1z/PHwdJcdjsrqP5j3P4UoJy1vYyJ0ndu5wGOi57nedDnaYbnvK3HksTvqbxWX1b6h+nnqRNAQX3C5q4c5ZqG3y0As+qiIThGnodTwH6JXUubhg7aq9ohNIxkj79CINTMkUSb2AKu3AYGosfboLVTNopyJ8Dsy8D4TbYFr+fAkyBNSHRE+ywFbtbspuqWQBSxnhhS31HFJqaW9PsAjmVcCfVEmkY/93UrqeJA4GR4h2wCMkbKmw9pLA0IPoobwPTLXBHYWK6xsvgKQUN0hNVD4OBdpj2WXyUY8Gt0lr7H/viGItbRbeo11g+BZQtkDZh7b+VwltSyGAkE3YrP0BaA3wHsrhYSzNXMbh9ATSCTBYpm232CzHYPqU96LiFpvadxKglm6wMxEAapnNgY7rv5kCzO6DbSoob9BnnBs4Jo8R5Lp2EIXkKtiNqwYscd0YG7BfeJvXmQ87oP/pBzOmyUHpkKfFR0dnaL1TbjL1DcWh8T3LkjXqfVM40LV7Zr4OAP2LzNBLE8MyDk1M0UQ6bS3ILjkcsrZwOyHE3NMmQzBmzF+WDl9Zs5wR8Mj+UD2Su34FzPCgDSVjgpUtsVv2fjLnUSK6ZzdJKtPpsRwcPTQErcP+4ncqq/uHcydX0w0mdbTO9noLu+dK5wcj+jdyzY3usWOvuUS7RsjYDIBjBV9+67lUBLxb/FNbL63eOCR2JlnOkCmRPbaSf9MoHEece6yDmeFkhfFkxcZP/TQfVltuccsz8FKB/Xdk6kfqmtPyFeNnrtA5LoCGK554BgwahHQ36FKYbJl1gpEQBgSvFrUyGp5jMJV5Pgr6IjCN8A9j1Q3aGTae7z94Ac1EbRd2AkYzNpC8D0Tzbhpa0rtgtvHoG9PzIAQ5VlGiCoSRw80uJy9SNgEcgkuKUWBVTEbIBuxWKLtKDgCSW/KOZUxaNceBrGyLb43mO2SF1d8xkByPB1pCqQ5hApKW9Kdn7d+iIwuyKDbVkR1BzyWkMDNPeAoznP7edAEHOQld3USi2+xRqNXqUgNN/i/VQgQPRA6i3ijtHR6i0jfOR0mDvfC2zfofE+fAgc/Z6eXYOU049pDqOqkLi1C8B/k8DFDsnqhJU0MdtyYCvdh+P39gEBqBnq73JGmRWgbQG3D6yXun6F6dlAAGZfjMiKgMhkgJlxBWGTcUXpdkldzOA6/x/WEhzv85jFTWD8ea60bTJWoK0+APwhx7q8yvchGxK0LN+mNqcpgOFNiWoddSbZiJqevOA8aMS8ZCUBhatY9VOo9Dc2bEvdmA2PZ4caE1Xq1DpGYhxqwMuSWznvrOiErn1gAXSsxlksSdy37f0+nNrnlPlIFTnu1GciWImfP50eOv3/dGClNuO6UvFdNRKUp4aRE71TRmzckB11s4IAsn7COe9bMqkBvDG30XyM1T9qRngCPZ23vUig+LK3px33sue86P4XCXpf4vYnG6B8Gyin59rOe/hPm7zPmjDPQrNP+3vPaiUxrEIsO1TUOaJBjKmdYpc9HlZLRaADYPAWYLelW1jTYLfHoLMuqQuAnM/mG3SyXqDFxvNGUFMhqep9L0w7+gNgs2QKp3oIrP8ILFsF8+2rDyRQnGkBtiPpEzZI66rAk+pvV6pIUW76RGAUGRLf+1svBExt8vuJ+sgE6OeYaknC4gwnwkzfdJUdEOviHan/tlJEHVSh0gtZjZExPUDqKhtAJ2mnfFbe8RlkAi7NnFUluAqEMRvXNXtAOJKBLzogGVM/EfBEfcn0JjAu6KwmV4HFlGmVsBYo6TnFFKYL6ISGc6HZo6OGzllcIwuXjcmaLN8GoDkTlmQz8i1wFWMnJk0sS3BI/T5gkLQJZqL010qMzopjZsdkSIprHD8UrLYZ3VJztQPA7nCMW1X6jF9nVU6udFrYkLEINauABrf4lQ05H5cfALYFRjfZg2VzqN4z9/isbWAayGqO+VrHXIqxEpCOYNkUvD4nwD17hXPXaS54p7RELLUO/G5zviOFUnN9ANE3CWeZgQgyojnqmw5/6nP9eCvr7RfO+Ozp80Xf34+5bG/f/mKRKJBWII5i5yQkV9sAoyZ0AQpMBhqDEY/lHW2TLQVWJwI5G6b46j1wKQmLTuhuTl1g6H0/PXgXtdFPewh/0reP+d7+ZAOUF6GcXmS76OR82u+edd0v677OQrw9cGLUU8AUjEbyKzTo2a40EVEA27DPhQerA8ZvADeuAsMrQOWAgyNg/w+YD863ubCfKWgEqnt0mNGQZkPQoanBkm96UXyg4zE5DX99jxGqyZVDPuLn2hYIcy2M1vCamkNpLRp0CwR6pLQGKrIGFirPjWOh/8e0VBq30AMgoff7UxY4sSj2W788CDgWHzGSa/fkLOM5W3Y63fsdYPUpArfqIzpaE9D1fAiKloNsnpit0WfoGIOniHP1NYlhD5kqiuu7ZAOtf7Nhaix2K0WlBQAfcrxNLqfk9Mw9n+/qEdmJeN9+Q3BUXOXYR/FoWDPFEipS7yYX+NwAYQpMrgGztwgA7Ijak1bCRQOlK0okpioXq5BloCi2RlrDx9cahxkXJTQAm8K1vWmvslonUFxOgHLEY9mhziOgnAlkNRset9rnuHilBT3AqF5dazePCXizsdbYUeTeHJMZGbe8x+ZQ6QdpYNxRJxIuYqlv9PYZ7xeWrEiuyjUE6kDjcgZ2m+xlfQSCNzGOMfdics7L1nTTN2Y24lTtT+k+gdBPvcRD9lNCprdfH7D02ZDT7El/i3878f/43oNjEQqcfP/i2EjLhFxsa4UTvXJcS00JJMD2Dc8TFyud3FaZ/Tc4/k5AJi4OGjy+dWXjy26nbctp2/uijvzjZGX+D9v+ZAOUb+d20Ulyep+zHB2e8ruLXMfp8/RDobP279GoseIDJY3e8NPA7LsZcZuCOfb1Q8AdSHzYAm6i0t0xcMWyrHg/BzAEJp8Dtt9k1Y4H8OQ+HZbfAHAEJ+V1OpV2DlRKE8AhrQIby2wN5PDkXEIL1lgGARs5fL9C6mpqIYdW0nn4jQxQi9SHpD8sacgjIInD9DRmq2ep+9U6sdMlDMgYjIDsCsfSyon7OT9jIm3tgHAMVF9nEzTkiupWdFyAxlyNpWyMIksguwXc+L+AG1Me6+E14MNj6RBqHq+aMXK0Yr2mXyR4DLnGKQDHbwOHNYA57y+z7HT6+HeB4jqrgNrHAI5EbAl4DK8DW3+Gz7NakFJ3AqQhSI8xJZiolEoyE6YCc8NF8LItoM16DEKucZsi9esorlKbko0I5hbv0PHYAcd29DrLoteGImkAXWdQp2odaZv8GljeBcJQfXx66cC2Bao9AFtk4ZoDrd1TE4Sg5L1XS7Ini7eZIssGPH67ocbIHfP8taqB/IJArL/4o7WK6HPNg0LO2jMV5EEQvRhpAcOMgG1gWWJtAWxGjP7bAz6jcKQ5WRKwYZvvjTffahJOvwN9nXAfsAAdQMlO/XyaHMCpYwAntSjx/TwNjgKQVvwO8SA6UAQLRinTbCgbYQREY4DTA7hegLcVsAxtN5eyGZmw9Ue8EC+Akro3iwVNa2/FizyPRekP4nmDcBE/8ScJdJzno07fw0tgV76zAcrTJsXT/nZRIHGavXiZE/BpL8d5L1J88U+lIEwBrgGyy/z7rc8DI4nG5luMwtyCztQ0QFiy0+jxDYr+Dlvg+D6j1PJTwEQdOGMZcYxQfEvR4PA2HVN4ANhDOfURyzpnb5L2Xn4A+GNGy9Goh964RyW/ceAKwGqsle8yRWAMr7F9KE2C7wxg3wimYTw1Zt/yqPpjKFBnY5I/UtOxXFjpsvw6sPt/A9ufVkTYAHsWaB/1DhtZo4WA2ohOLd9RtK1eJAjoeqmoqirfVq8Rw8Vv/RR4eB1oPlR0eMxI0Y4JPgevk/mqlaLJhmQ5BteA4TWgUlMz74AwZzpt+XVeZ5ZR5xPDYltQRDp4BRhOafSba2S80krI2wQVzTFgNkglyhBI9C1O9MIJAJdLmIrtqXWtOcW+Zck0jgevsdhmKe/gOp1UG9OEQOr62x4DWCBVc6yP+bfiKmBvCPwdEzzEniQ2E7jygN+i0xu+Akw/x+UTKrFKqPn42yWweh+J/Sum6HqqLAle4uKEJqeuJJvw3ahX3KcISGyl95zLmefYNXNVZE04v2LVzdAAfgCsJ9LerAWsawJQP+50Qb3M4on0zWl2JO5zGkDE3/V1JuaMffypv5tu+n7Lln4fwUno/V+arsj0xrJ4M+S7FSt94nudSoXB1Fms/Cl2+WxjU79DT6asPWbwlSp/It0Tb+RFWZQ4AOcFiXjBY1/0fJe5h7MC5mftc9m/X3L7zgIopx/W0x7csx7qZSbCRX7/POzJedt5EzWCkx5zYkqwgmBEIxAGSFYqVuvFNEMAGJFUTEEc7QOrMen/5q5U82uuWLypuNLv5m0KEJ20EQE0Mr6Q045ppgHXz9n+Ip1rVTGfn9bAURoKgY47GrQY6WQFjdH406w8sQNg8ASY/z6weR8I0XhHcarGIwpcI2iJkTyAFOqZnvU2OWBGAgdb/J077qpGzFAivYwA5cangdkEWANoczEDAm6ZzpPWOtpSV9JXefxmwbV+mo8ICiPDk00Ae5VR8iYAS13zvGbVScrlO7IAmTQS26/x96tHdLR5jrT4nNezjd1NgyMosRbsCms1dBWfTz6j04y/HwJACWz0PLMBv8fjZ+pTEtZkg9Y1sHyPcwM57zubENSWWxpuiXbdEhQ35qxeaedgj5sdIGS87M0B2Y/Y2txagq+w4jUaC5iaoNcr2q41l9oDOqp8iynL0VXAbgFVqzLroQDeLjDKCSbqK8Bmm38zAKojzq98l0JaY3idzYL3P7zO1EJWSoA74T3mc2BzxDGOKypnM2B8k39fHzBd1AAoh93rHFmI3DANVhecfzbvnDlynNlmvp96iekcmYZvqbjp++z+FpmQ3rRJ1Ts45zP96+5fD4BUfRZXFo9MRp7RVsQFMG2huRp1U653rJjWdTxRsaslGApguVZZ+b5OGMGxgH9K66A3AP1B6d/Q6Yt/2vYsMHKa2rrodlHgcZnjPssHPcs/fQwM0HcWQPk40PBl9/m4t34EcDoaiOBEKvhsSmMYm4h5zyZS+3fYo8EZVur4JRJ7EZ2f3XARugp00H6fTqP6CJhbYHkf2HxAyt+Kgg1Gzq9lE7ZwlamD+oA9J6av0wGETGWSS1A3MqRQd3iLNHp1XxFUQFoULZsyHTF8gymMwgDrqfqi3OdxkrZliCTEjeJcACeaP5lC4ykLbsDrtyMgv0Htx/hTTIcsvgas3uP9m4zXD0sm6HgJtGMZZicws0HH5liwU+wNoHwDGL7JSpJrW0DjgcVbwN5vA5t3kcLgcgcoXqNWqDHARy01DcdfA9r7NOoOSN1CsxGdblsBqw9VMjwAMOE1NfvS76xBXVAUwMZmbGNGm+0BGJ1rbtVHAD4AFtJ1tGumhmJKKhwr8pdA1rfA+n0yDvURy779Asi2gcln2U3WZAQLi/fouCN4WH7AcVq/R7BmIpiKeoOVrlvsB8REuAVSs7xYVeZrAsjWq6JjSabBZmQ0qgNgkHfi2HzEY7QtQaYB54ydcr4VA8D9b47d8LoAeIO0YvDwOjC5zvWh6gVZDzMCBtvA9uc5Vr4hoHeOIKnMCEqKCVJFUpYjriJwcp0cw/maTwUMx3yvbbxWffne9z64iGYjbn2/3AcsfZ99+jPx55gaCr19436nrwX9v/eol9jyPuidzIecw1nZO5HeH1gCFwz4bLEhE2kG7I48k/7KbSjwdwe8SBM4b5J+rO98o63s2btvQWuXdfzP87fLbi8LNPX36z+8l3Huixyrt32yAUp/ID5OcNIHAxf9zFnHeJ5rOospOe//EZwMGC0WVxmFukZCxQ0X8jv+GhtV2SFZkTBXznxAYV6s+nAHSM2r3BJcGfYj0qf1EwlCKyRrFyyjyOoIKG8Dw12g2QJWJQFKqXLiRU0BYvA0Svk2MP0CMPsCGYKjP9AKvVF4GA1aoEguCf0UiWUFEEaixwcdUGoOVF4aZHwN2KhriyAgBN6Lj2kWQ6c0eAOY/hlg9ilQZHoINi2L1RgtgJzjc/A/gfUburYFq45Swj8grRKdXWX6ZfgasDUEdg1QZ4DbBjDl/Vg5IpSMKItdPv7qMVMxm6+DdEp87qK5DVhZstoHzIYpsaNj9u6AlY7nmNeV1r8paPgHrwLj22Qn5jUdri14f9VjAg3vOVdiF1s75BimEmRwbviKoKR+rHlVIa1HZCYEM6UhC+NUaeEXnF/Hf0gn1e4DNiCtL+M3PGb1kMfLxAD6il+tytkzNQEJNe/Tr1kxBSDph3yjMuZvEpTXB2RBRq+IrZrzXkMFrB4yNTZ+i2nO9QEFtcHxXYoC4WKHaTAzBUwDDK+SzaorBgBZAQwHwNIBZg2UeTdHW8/qImScI6MCGBmkMuAKugdPFgVqC2DHYr9MByYcCJiiueh/j3O//7u+BqW/XwQXpxkWF07uHwW0AAHU6dRRHxMkoCHhK1x3gLiqdGxt7wPnUmpiOOJ4WdvZsXbZAf+RAWZTYPBdwAdPeFzTMnUW2t4Fx/MG2YGoKO7//TSKuywgOOv3Hxdz8rTtNGJ81n7x/+fdx0Wu5zl98ScboLys7VkDevqtv8hnLoJiX3RSxPP02RP1STADRnox0vdqXGU2BCQY06E2yt8bA+oDGv1+DmCpSDu+2EEOZckoNwM/E8tkQ8vPuEdcm8UH6kRMq4gmAMsA7N2jsNGqEiHfopHPZmp89QorIZznZxHojJrHbLceHCP/+iGdXAj67C4BWawIMnfplLIB0pLtdsx0w+QNVnOs79Jp+Q3Hyk64+JsdCHTICca2+wASu4MNUL2nSpAK9CobdKsxAwyH5VhgmdpyA6TGXE3Dc9hcFQxjRtnNGhiD14ANEA703GpqhuIU8aoa8Q1FoXCq8qnVTyY+v1bAw3TAzuRMdWTXaCiyXel8xjxuu+DYuJpzqbjGsRu8yuut98iYhCMkITSArtqnEXjccN/yChBy6kTaOWBqPl/vgOYhNRWxR42VfqZ5zFby7bwDBUnw6MlwhZ7TMxCjEzvbTjUfGrEpc45beyRHBzIoo2vA8gA4/ir7poQWmH2PSulBHcz6I6bPyqsCaIZpmXJLZeQZsPMmMJoAizmwug8cNVzCYXXEVM7oVYI0BF5PPedzL0bs8REf1wpM7znHa4+5HDtAtxoweoyF2JxY1RKZA2OUFuqZjNO++HRapm+WQtDQtrITkZ4xYK8aAUlnTn7O977HNvYodC5do9cHAjgHrEGqxotsqBl2+ihr+VwHO/qs0n+FYWfk7ArF1MUQOPrfQP1NmUfbu2b93F/UM9rPxPS8CEB4Fji4DGh40e1lHOtlXs8Z2ycToJzl1F8G8jzvXOcd92mo8ayfT1/3ZSi2886vr9SbI77wLYFEu2DVhwlg75NBR8dHEVmxQ7YFDaNmJ/GfsSpX9aLNY4SqlIgd6vyOTsw3gD+kcHOzp2uR0r49ZlQaMmD9rtJCUKrA0uC0no41NlUKLVJ5sl/Kaa7ICJihhHCPeXw7BfJrrDhBRuBi9uhI4nL3zUL7XaF+JCwAe0BnmgxXxi667qusbgpLoH7Ac6TmWdFBOjIFRmmtRC2LAcCYQtNsm1qH9SMAR0B7HVjvUo9x/CEQVkphTbkvCqROmabsmILYzMxmAneKAt2G9+gEdtya1+AD0zdWYNVAouQ1OpGBnELbAOVNOmoEdudtDzvgZXKgKMjKzF4nY1FdYRXM5oDP3gYeMzg5IfV7CcfsiWIMr6M5RtLcGIBaAelR4vyFrrXeB8WqlmNjC34+gpg0N/VZU5KJybcIvsprBOzNHhu5hQ21MEbiywjYgqETbJ8A9Yd8V+pDIL8JDAYUvpZXlR66xTV/FvfJ1NSHKl1WtO8C37vmIQHccpvXV2zReQYDrJwqn1pQr5KJMQHnRaV3w686lirroYw4Rl4/OM/xchvOT5N3QM0L0Jw2N/H/EaCcznYAAj4VbUWokFg7W/Acbc6fg2VaNa4yHMuC44kiWAoSzBjZjfj84NAtV9ASmNkgYK/AIDMEd6U+ugzAkwbYX/FZoADu/BlgOgDubgH3jgHzBN2K2SvebCzRjvblxID2vz/L9l80+LxMYPsndXtOP/bJAih93jH+DHz7Hnr/Oi4CkM4DKc+z9ZiTb/mCXvKFgIOn0TaKKoNB6lAJUPuxc40GYb4LHFlGmPk2sPUaDcjRV4HqfQIFBKSFuOCR2ImouMeaBisAdC45I/H5H9EIuSfQkq1I5YL1Y+XEl1Tjt6p68dGAKILDRqLDDKkzqlGjprhoXL1kZGoGdCpuzbEyXgYPTCU1cx3T6hgyWvVjwKyAZgjAiY3pRXsYqYR3Jmdn6Bz8QukiD6AAhp8BbvzfwHQL2HsCzN8FqrvA6l3geKJjGJbjhh1g+ibz6lE46Y95HC+NQr6FxN7E1EnwAm0LpFWWo8bGjslamG12nC1KYP4esPkmuEpyTVbArfmMymsUINd76Mqe43OG5pLYl9wARgDM3AXMQo40VgmJokfgPGsPWSacDcX6CHBGRxbTRzEd5yvOQbRdiiif6vMOSeEdAp9dachioNFz2aGgtbjOa2iP+FxMyTEprnLM1o851vWcaZTIBhrLPin5ETsFZyOyH3YEjO8AoxkB9fKbTGlaS+ataViZVD8hsxU2BFKm4H04x7SNMWK8xryn2vGVQAQSrcChqleMNBs+dOmUaHI8xBCtNNch8BYr4Uy333nm5rSWJAKf0PB9hqqUIBDqvYCl0zyMjE0gGAuhY0hDEKOlCri49IJRKic0mlvowE3wvHdjgHYKiosNq9kGur5VYCfg6l0GK5PPAlfGwBUD+DeBJ69LRxX0zih1aQse1681rlGQo3t7ZvkxzvldHLzLApLLBtdPC4yftfV90FmToX+85/VNl9g+WQDlWSzFi2xnTZLLPqCXzeI8C8Er4o9RgY1VO0Ple52MuRyWiXlslYLCAMiBwQjYBVBYwMyA9StMdezcAW6PSTW3S6D+iCLQ+CIbh1QxYSU6jeWBpu2MKloaEFfJOK1puL1yxG5B1sXcA1kJlVSiVO7d0oj5KPKskLrCxmXU3YadVWsJEo1hyiJMAL+HJAw1clZuxa/YS8GW6FYN9oCpu3vh8rE0ymFA8ez2F0X1j8j6rL6pBfWeEPjYCfULV24ApQXMHTqPzQcgaGtJS+db3DeMgclrwKQUxf8R0wQw3N8Ogdl3yQnO1b9jo6+A1CjM5kw9ZAOmu8rbrJ7aucFIEiNVXT0G/BzAho50eJuOsq2kLzrWuOi5es9xqz8C1rfo/GFIqdczOvjQ8tze8TryoRyjUdqrkihbjJMdMbq3Ai5myOuOPW7cRs8YnHOpiZfp0gO25ErA+RCwC163KTrHiED2ab3P+ZbvEoQVNwDsAWZP96peKPF9Qsu53jwCqlJzbEnQ0CwJ/syIoM4dCFDv8dzBU9PTzpFqbUdXAUx4/3ZENmQw1TsD6SsaAdGCDFXIgFAAmeP9GqMGeOhSNilek+LVeKS1pmx+Mr0j0g8mIOlX4ufNGV+t57Nya3TpncBTWdcB1wiAgkcKOmDEqhmkar4s07EzwAkYeK9AqRHrKyYSAfACMr7heBcj2ihnWKFVzwF/H/CPkJiYvZZaHm8VlOWaR6D9S7Yq5882lt5XGqOoW4mI7jRIuQxzctHteUHGxx2Yn8eKvMTzfrIAyse1nTehnmfiXPYcz3M8WRCTgXnpqD1R5U4+ZeTU1jRyxjK1kV0ByjusKPEeMMd8+eMS7lkgvQxDY10OZAwN0CoXboDUijpA6QNFyTGiipFxasJUgE5Z9HBkXAwUZaus2eb6XM17L29wjZtsRuewuad0S0UHn/QKpSJGga9iCgxUnQIHzL8KrOYCTC3FszG1ERw/m80ATADkNKRuDQRF+bGdfrAEFJNPA9c+rzGG1pdRxZSvmQpBzmi5kkEPFjBjfmUlW7JHxiBAjk2VHdYStFWPkLrNDl4Dtr6bTq1tqc2Yv0u2J1dZN5x0OxH4bDNts3MTmBl25c2n/LuPINLSWRoonTAX0DrsKkmi4zCBzyCMgPB5OgB4MQQT9lqxAzIPYUMAFhdzCw3LoSMjNnqFQuXqkDqlAJUB36E4dfMAwNeB5olSe2uJU5UudCs6cTum9qiY8Pn7lk61PgbyHkDxa74n+XYnasWBov1aDdi2qZmxE86x5hDw32DaE4bPI66quzNklU5ZAIuKIuVySgARe3ZYAfRqrndvS+9iIBtgIPwitqGMmiy9cz5wTgDCH/qc7dmSRKJmcrwCKFnJeZHSLD2bEgWvIZ4H3TmyuHtAWnogrUCsE5qo+RFS8pE51fuUuraCc9eqNB9A0s4Yq+DDE5i5Vu9BvKGArklbBZgVqFHaYoO81RxYvgO0HxFg2zEQFsCTPc75gyXnc7RP6KdzBhSsD64Ay3tseOj2+e4gXndCfrg4IDiLOXleIBGf2VkgoX9tlz3O82znAZWXsP0pQLnM9ryT6SKo+XmQ9emtR80lwyMjEayM64gG1uTs51A4RZS7jMBvvgUUOZ3V+hqwPqKG4G5DQLJRuiUrgOM5gBmwnpMhCCs5tBkwuC1BamCFRSVBqleeOgBJhW9zAGM5MkWisemSiSkpiRi92Ip8xmh39jlg6yoB0sE14KAG3F73WVOSKSlfJcVbbCnCs4y42jU7i9qxxklliog0siGwG36KVUQxZTN/G5j/L6Q26DEVYUANxHyfAGh+JG3DIR3m8BVeW7skC7J3E5iJvTAl0wTGIS1c6NZcEyZXumZjqXPwx2CDOkctxeBq15fEFIArCFSiuDn23Shy0CnEdEgDrNe8/+UGWNyVDgXcLzaEiw7YHbBTrG2BUMoWxnfC8brqu0A9piYkLOjksxkw/RSf2eouS8VNb6zbBe8vFNxn8mkyULgr9mVFJ1vuiN0oyBK1G8CueA3VI15Pe8T5EqudYBgxoyRwbubgisexQmZMZ1QfiqnJOe6xOSGcNEtiFEevEkS4hfQl+3KyqgRqjgiUhgZoM6XXlgQhg22mK8otMkdWDrxZKLU04DNsQwdCAJ476isk04A3SftLFsR0Br3vo7yepVVvFGPFDsQUC3rPMbIcIEMR3z8n29fE43uCk6g9S6LSvh3yHKfUldkisR+x0s0WGnODEzqY+P9s0GMtCgUtRvZgzS+/ApdAOJZtGojJfQxgxflXGP5/8wHwsOa71x72GMC6C678GLjy54DZG8DeN4DD3wE2G54jslChf59xwC/jH+K+LwJO+j/HL3/q95cBTS+6fQyMzZ8ClP72LKrqaYzF0/7e3+9Zxzi9XRS49I1D/Ir5Zf0tCjdTM6scMCNGi/mrwNU3gCsF53gTgLSq6ByYf0Rj5Ss6ZWtZzbAa09iHPRqikLOaY/YFYHyLLMHRHxGk+BilyPFnBQ1EvsMy4uImL3v+DrD+Bs9ltwQqlFoIFQ2Ed6J/xWgUGQFVNqET9SWdweAq4AZKY9zmWGyC1jFZs3W6r6g5GEwZLa/vy8DJ+Noxq3p23yKb0AQ6prlKKiLTYyzHavEV9u0or3FM2iWda3ZVTIzhOPiPgOP/BTRvMRXiNlwR14DReXvEVEaz5DPbbJMNWnydAsuw4nPMRsBolw6tAp3q+jEdaJ4BZovPudgh++BbrQXjadD3l8DxlMxR9RHvyapcdfQKv3tHtmJzn88/LuiWjTiv0lo8NUHK5kMg26Njbo6ppzAjAqPyqn5fK0q3cjQtYGesmsl3AAyR8v9uSe3L5iGAqVI3tzSOx4yS24WYLTFswQjU1qr0EJsS29/D8VyDW0AzIRjwrVY3rjlGRiCiPWJ6q9hio7VsoHLpCkAFTF7h+K6eIPXQ2TScS5sPybYFibi9Ixi1W3oHWjBdOeY1B8d5bSNgADDMgBlosD0kkgUBQ+CrjpyPBEDK6JCBibZgQJAce6rELdOx0qb3yzgCxiznSaJ2KAlVo+DWKj0TkVMEPQaJcomC7eCRBMux6ibLOvt0oiQ5grPIpsT3DHwWpgWb7zWAEXvrVoA75MAYKIVlkTorhyVw+KGCoCVSq3uTaY5agtlNw3Tq5C22BqjuKj3aCOwG2VYBrgtV95wFLJ434D3981k+4nkBw+nPmTP+/yLHvsRn/xSg9Lf+wJ1Gx+dtF5lkzzsRT1/HRfYxJ79SCZ1F6taIpSj5ks7eDhjxrRzwONABH8ux4ICiVb/Sy27o+NpaUWqmUs4NkiGyIzBdIeMWBXmxjBWui0C8F0PxGrB7i7cQMjmHHNj6AhuvVccU0a7fpaGJ1LureN02UIzoa95XuQNMP80IurFcFXZsgSMPLI6ZXpiNgFpR6vg1YOuz6vPyhxT8OjkxeDq/+SGNWL0AVkol9dkTBCThIhZszJXN6LjyKZ+BU6TWLmlU3R6wrIF6l85vsKtxqtQHZM3nVa+AvUcck/YY7AEDRZ+WvViyq3JYh0gNqWKztXKitvTXadgPvyrWq6EjWEsbkJddb5x8Jg1FAOycY2AzVj4FT4efTXn/zpCxibqOKApujrvUX73HsXYrPfeMAMc7Ak/f0qnV+4xwiy2mlIyedf0EKU1ZXNdYBfWLqcQqSRwbI/KglEshgFRuAW4IHK8FkMQqlppz9TEw/7ocr7RKtpQz1nGyMbU+oQZX0B2wvBpjYCCHXB0By4/YWK55AKBlufk8J+jyYDlsMeW7FFeRjoAt+vq66QCApBrsnAsG9LGXS2669Es/8xCBCoDUZiCmZfv7RQbGW75/Mb3pHX+2oUtfpWUn5KRNyTmb1qGyulCJY2PKKVXF1EipGh+YvkHgMWy83qC/bU6yG0CHBULBLyNBPXogKS7qaMTaJHGwWgq0xzzG8CY/0x4xmHDSuxx/HVyxfcZ5kqp7MpxY9dz07Vmfvbgsk/IiPiKe72NgML7d258ClPO2s1DkWRPgrN+d3vdFJ96zQMqpfSLdauK1ZGJLrIxOSyMYxbGhJQCZPwDqmzQKm3uMmLEABZaWzoHhPWghJdqLBi1aRLdQ9YcX4yB6PBvTEbkNEEuPoxamrjrD4zPAXuGig1deV1Q1JQ1eCywFT3Zh9a7KWGumHlBr3ZQvAqM79NF5AFByHY6jJxyDa1vA2ADrq8DmLtJaPtk2HWjzqOt34ecER6t9LpJYHwLtAzrOqDD0UYCoiqEA6OQsbS62aCTrIzIQzSGj52IK9n/wnSF3LR1uG5uZqWIjNh2LAs/o4GHp0KMh9XMyCkaAMRRAGIK9bTIkzUa9p2doeb3lDhknZEyrRAAJr54ggYDFZp2jiiC432On2CYgi51YQ0VQuXofyJ4gUf1WokRfAxDDEAIZh2ZBVskEJJogVEyn1Pe1L7r0SWzBb40Acoa0knF9SB1LcQ1Aqw61rTq2bknfUOt71TEDVgyRzVVG6+jYmicEX9VDAprRNd57XO8nL8nQrD/k2kTY8Fm0RwRJxXX10pl0wUHQ+5ANuQ5WZqhPioyjK4BKIKTRV2R8rOE76AxBy7fEVn0wYbq/m96+EaQE8PkiE2BsyII6XUcQYAcItLIcacmMyNhCzGgfBAGAyxUQSQcUbUCs4onAAmJ6Y5ffoJuyEs4i5/8HW0zHtBmb6gXP45ipBLCVuseKaQFk/xoeY/YF4NZ3E0Q9+B1g8x7PB89S8uNWPWz2kdLFRrYzamlif5Qkuo6DedEA9zL7fJyf/z90uxRA+aVf+iX80i/9Et5//30AwJe//GX803/6T/FDP/RDAIAQAn7qp34Kv/zLv4yDgwN8//d/P37hF34BX/7yl9MxqqrCj//4j+PXfu3XsF6v8YM/+IP4xV/8Rdy5c+fl3dXzbk9DsS9jAlzk+GfRgJc5/hn7mz76lzOJZX0m52eMA53EIRBWgH8CuIcAPEsyR68xUtw8BMIRknLf6lih7aKueo9GYXOfxro9UD69lHEQa2EsqXJ4GvuDCYdh9YGiphxYN9Rg1AulOhySqM0dAOuv02g5ObHhFepN7HWmdmIwtwGN2OYu+3TsGMQlhhid7xOATK/TYLVrkCFpgbCmU8QBtRUm5ulFVRuLVF4be8a0oLMZ3gZmb/GYq3dJPzd7vI/iKtklO2a0ZmcAhnTm68d0xkZ5b2uQyrbjXAkBMAN1BR4rJdR0FLkxHbgMHvDbZAAWBxJ0LnncbIvnHtzQtdSAOUZaARiBVSfeyWEPAVsJbOn62ooDnc/IcKDkczGKoI2eV3MoBmQmp55JC6N+Lj5WbKwAv88UTEoLBj6T+oH68dQ6tlfayTNNYkuQbrDcvz0Clm8DxRM63WqfWo/yCn+ODGHUE8W+HTEdEYx+bvhMjuf8fXssgDXmEgJuQ1CZ6V7cE7D81us9CwRuW5/hc17t8Vr8WoyVA2bb1K4YEGy4mo52kxOkZHL6bZAwXSXydkz2oznFpKTOqwFA3j2T06RrDMCtmI1QIPWCCRGMoueEZVPsgEAwTjpj+PvMdELf+Ph8xusEkPJUQRVbISAJpKPzj+lkV/M6WoO0TIed8Vi52KV2RVBvCs7n8XXatPoJYD+kAfBrHWsAjN4EPvP9wM0R8ATAkxuAvcvn4DYccwfaHXim46KWL2qn+uAvjsnJXFnvb0/b+ijxT8r2x3TNlwIod+7cwb/4F/8Cn/nMZwAA//bf/lv8jb/xN/B7v/d7+PKXv4yf/dmfxb/6V/8Kv/qrv4rPfe5z+Gf/7J/hL//lv4yvfe1rmM1mAIAf/dEfxX/5L/8Fv/7rv46rV6/ix37sx/DX/tpfw+/+7u8ii8nIF9lehCp7ns+d96DOQtAfx8M8A5AEIK31EqOmmOYxmSIkRV/IAOvIUpgJgImMlI5rR8DWF4FX3uBxHkzoYN0+EIWkqfMoCEDckej9jA4DmYxdvF5FI1mhTpw1sH5bHVfFwMABRy21ETGiag/IDsTmYK4VdSsWw0yoQcm22PBqG0zhrALHw+2TdTGOgMV74OB9RsSt13VuGPX6YyRWKDZZQ8UIG7E5VIFUmWALsjyTzwGzL3Pc8pyGvsyB1aZjLcK8SxvkrVJg21zYbFAASwMsW6QS1CgwsGWPYvdIkWQxlni3AWzUgVQ8n1sD4YDX2q4pDKz2O0o7G5IVKq6T+Qhgnxi3oMZi0+qVagkWfEMDH5oO/AACS4VAb+DfQoNUzh5TYDYQrKAR63R6Dgf9KOfbtkgderOcz67ZR7ewHAQoAlIZfSh4LaZkbxczp6Nq9ulg7JD3GpvuNUddCqDYomA2QCnODBgp9Vg9ANo9frkNP58PeYz6gM/L170xkeON71+wYkyGBPvrluyir5BE7LnpTJgLdNB+zmfurnGfzMjhaz4GsR227AAB9PlWmrNYcm9KdJq0nr1IAEW/Mzmfk1EwEZzAvO0CHhRAKDXWeowxCILpgoOohcnEgvgROyF7sbAhEFzFY8S0XFAJs2/43EMEKAasFNM7m2K70IFzb4DRALDbYAdssZLeExznV1XdZhgEtY2AreU8Cp6g1V6h/RtMKHZf/pEArYCIiawS0FFQF9GjfFzbi/i/8473Mq7jOa/rUgDlr//1v37i53/+z/85fumXfgn/43/8D3zpS1/Cz/3cz+Gf/JN/gr/5N/8mAAKYmzdv4j/8h/+AH/mRH8HR0RF+5Vd+Bf/u3/07/KW/9JcAAP/+3/97vPbaa/hv/+2/4a/+1b96+Tvob33u8k8SGj29XSSt87StB0jSl4yMbxXxJKvBn8ubwLU7wHYBzGdqBFYxOt99FdjK2FugmIF9VAZI/TXiMvJGkXI0zEHOyE54ftfw1rKJWBewcVVYiRl5hMRhx8g2Nk/KS57LzXU+RVkhplkG7HeBIdMUnyqBVw17SL0bgI8eKQW0YIvxe6AD2rwDYE4jWFXA/kcdwOoL/mL6xYtGLq7J8ezTmWcZ00PFNWDrGvUukXIPgSmS6jHvFS2H3yxJKectr31asNrAbwOj18mkmJbgx1diNOSBrCLyegXkFcFJCHRg3gG1gEVWSJi5IcW+rsQ8CODA8PjGcjzcRs78COyvoqopY+gMG11DO+d58pEc41Dgd0jgGNmQuP5LsARDrpEGZcPnVgzohFwltkWl4CaTk5BWxebdHEPNr9jvJkjsbYdI3UYzS3Ac+1cYOZFii2As30VqSOj1TMrrBJeDG0w7Vo957q03ed6jAbBccg5lA+qR7JT36BZIJa8QU5DN6JDdhveRzzhP1vf1jJ6ItQFL5gdX6DAXgcesltJKLHn+TOnAGLlHxhLg/32BE2vquLifvmxks3Ay8O///wQJK1YjdUcGTmjaEmsSmVnTma4Yakb2JJqkyEbZHKnNfVz4MQYxXmkY3yKtzePF5KUOr0oTOYmZXcXr8OB4DxwwzIHJDWC1y3lgAu2IHTF9uFTw8vgQZLoCg5ssZ+dfmwPl68Cnvxe4VgDv3wLeORDzGJngqhu8BET7A/pJ3/q+th+sh1N/f87xeG4NinMO//E//kcsl0v8wA/8AN577z08ePAAf+Wv/JW0z2AwwF/8i38Rv/3bv40f+ZEfwe/+7u+iaZoT+7z66qv4ru/6Lvz2b//2uQClqipUVZV+Pj4+fvYFXgakXBbQ9Pc/73Nn/f5p5znNuV70c6f3U4SDaNAzJEOSXpwMSZAHiR5nrwG7BTA1FJVm0fFkQO2BdWBOfHOMJJAM6EX0yiV7r7SNDImvuhcXhg58cJPnj/n8Zl+GXRqK+DknatwOwZRBBFVAZwjkaItdVQFdB17bAj5lyKA8AddqOfpDwB7weO1j4OgxQYjfAxfYa+lkXFBk2spw6lyx62YogNGnget/hqmn+TeAxdtgQ7OG7foPXwWaXWBgWTG0PuZ+7b4camSbaqZOUAAYA/U10vjIqKOpnzCVYksZ4CHHfHSTqazjD4DVPZYdu4pOLZa6WmhtmwzIF+o9ImCXZ0A75Ji7Nf/mBHDcig47A8GhVzQY505kZ0wBDMYEn2aAVM2Rj6W12SC19Q9eTmGX2pLqMRDW/JvPkSoh7JDPMdvic/IbRtrFWIJZT1bFL3m/cc7HNXUyMTxuJUc24hi3ke2YUShc3gLCQOmSmsDMjoDBHXbrnQyBypMd8I1AGKi/WY04F7MBy53Hb9KRzd/lApbBEYCP3mBvmqzg/bZzjk99RKAc2u69yMe8d5N16cz2mOlAN9c4DtF1ao3fxDaFIJahxIly39hNGNKJZUUnvo2bD0lKQfG2jteKxfA9QXtsRx/nQ4buHqzpAIrtLiG9Pn3QFD8T+w7FtZK8go0AdJqmpgM1sRGcawFUAn81wbQpKabPJhzDkPFeTCFgLDtS3iKwbBbSoxn29TEC0/kuxctlQ5Ba3iCrWRhgOAbMWM9/iK6aR+zOCbFstNkXtd0vC9BcxL+8zPOddeynneeSgfelAcof/MEf4Ad+4Aew2WwwnU7xn//zf8aXvvQl/PZv/zYA4ObNmyf2v3nzJr75zW8CAB48eICyLLG7u/st+zx48ODcc/7Mz/wMfuqnfurpF3YC+ve2l/UgnjWwzwsqLrKdB3ZO/xyBgMSKNkdS0kP0aD7jysHZAGldm9i46mCbaZnjSuvNzOm090tgeZ2RyeYuYERJx3xw8BIWWiC/JmW8pVFu9hVlWMBMadCnXwJQUs+yfpsOxVVIrfAt0HWQdDyuN0hdcE1Mf6jkMbsGbH8fUL4GjHaAWzkN4bsBuFcD998GsAdGaUoT+Lmo8wWdXoziYgll7NWSKo8isJgB174L+PQt4qnH28BdB6zf4bXWj4D9rwCbt9gddH1I0ad7xGNCUW4UKbcLjmmtXPvoDTb0soUi6qWe4wRs5nUNmLwKlCWQXyGwMDX3a1ZApYqHfAw4VfDYgudpl73IvyD97xYcfztUmeWQ+3jwflJTLRndrDevspGYi5GAqQx3P4TOlAozpVgFACamaBrZcquU2BbnZq4Ui1sBGBFojW/zOjYfqRnfHEy5BaR1ZeIyBTACKnPNq5bXZqeA3QHyG7q/tT5bEnCPbvHeLdjdF4WOExSZW8Be49o7wXBV69lnODZ1JTBhycRMvsBlIFoAdkYgXh+pvLtmeiHfxomuzpsnnBvNoVI/a74PphS4VIVSyJH6AaX1tYLY0QxdDxHo3S+5jwVSIzQAXbM0pWmN6/1OWiAb6OxPBMQCFAEECZGZicAkfk+sCTppRkA3nj7ovIHvc5CexA449i7j3zyQNDyQUNbJNngnRvMKML3KoGDesH/TvADm3xSoLYHZZ4ErXxJT+gfA47tMtdmApC7OxhJTBwDHHM/jwB40sdLN5AIqmuMeSIuhBjEr3SDj6dsfF9MSwVLc+mzHsz7X3//07y9zrLjPJe750gDl85//PH7/938fh4eH+E//6T/h7/ydv4Pf+q3fSn835uSdhBC+5Xent2ft84//8T/GP/gH/yD9fHx8jNdee+3pF/qyH/xpyuoi22n66zSiPs3EXAZdnjXhbBd5ZAU6oSD4PZ9KCLmtFMsxo8f2iFUq1RpY3iAL0D5ghA0H1O8wOozKvZTW8TyPU4RW3gC2vgcYvE79xfoucPy/2dU0rl+STQkiIohyh2riZpDadce8vY35bku6fPga6XlXEQi0jxnpzb4buPE9bELWGOABgIMAvLcEHn8NaO8h9XJIIaSAWawmiEY+hFNjWeCEzqYYcfXZqaHdt1Ng7y2mPrKg/ddA/QEQ5ozU/JzUMrYBPwSgqoLQAtYBUIpjuSbLMr6taHrOVEWsisi2uC4ScmpowkSLOApk5RnQCGi1c00LRaluRTCS7KcAQqhFp2/oNMttMgbrR7wPM9I5Mk1XRy2LLejMg8SMMV3kG6RW9q0RA2N6oKbgs3CxCkJzM5NYGEMBHj0jm9OJ+0Hv/wapwV+7ROqoascAlHoMGtO41ELUL2DAaiXvgeURqfyoG6jnQF0TELQgE9QcAKuC5y22gRt/lvN+taLTC7kif4mczYDdmIsbvN92Q31TGAKZp3Me7rLce3iDY15tVBm2FHO4ANfoUSokiymvhkA0ZN2zs0qrxVLfzJwSyYr5iCYimo7YAA4C+16An10MkdY8gu2+p3SP3s9YtZX1XqsISvSRTk+jLy+2J5Uqg+c0IDDJZ0gakLBCV4oeOMeKEU/mFUSFlozs9jV2Q/bge7N+hytEbx4DWUswuP0F4MYOV5A+yAF3wHHDgGxR1Ns4gW2TU/d2eAS4MfDoQ6Vd9U5CAVWWIellUqCjOZUG/Dwnfhkw83FsZ13XWb97ln/6mK790gClLMskkv2+7/s+/M7v/A7+zb/5N/hH/+gfASBL8sorr6T9Hz16lFiVW7duoa5rHBwcnGBRHj16hL/wF/7CueccDAYYDAbn/v3c7aKDdnrwn/a58/521gM8D31ekuZ65hYZEjlUOwC7aCpyCg4UVE4UxSpCb9eMRpKm4G2geZ8Uv5eBRMvoGwUjWzsSQKnR6QRAanXyGWDyJUbiOZTHHWu/gNQefHVEY57Ep/E2DLrFwALSiqhmTPp99/upzq8bYPEucPx73H/2KRk1Gah9ABsH7N8FzIZNtGxOZ5HlNCK+UTWNDAyArtU1kFJjkT0IDVLPg9UCqLY07IbAb/gae2n4mu3Z3bGirYKamKwAhjJabq4qlCOKIp2AUvsESStgBhwvr1QdZEhNjpSnd5vOSbgln/HwBp9NtU/2yi0FGlZIPUJiZ84oNo6aFjMUyzAC7BwwC7IXkzdp4DePgMXXmH7IpAlCzvlW7CqK1ziaAf/m9Txd1NBUBFNRpxQXh4vpyOBZEWQL6WnAzzdzJC2PbwgWihGw2eexswmvNRsAbodVSrGja9C8Su9dzns2hnMhtIzIN3uAvQr4m/x7qAjsmmNgOGLqZ6JjDKfAPACrNRCW3C+bKY30KhAK4PCxQOaAIC9MlMbaYtv/odi5piQjhg0dKgrAbKPrLSJWw216gMMLwAvQZRlvK/ZDAeSscdJPRk2Qiyyk60X+SrWldKZBKkE3QBIjG0PmIRsSEOWmd3ycTPGE3mHjysfYEJh7BTZR8J3PgMGQ87+Jc8kqTVUwABkI/VSaU25BAWtpqPlatsD6CeAfU+Qd1gDGWuhyJiZWgDiCkGCRxL9xocrM6NnvAw8Pgf2R2i7UQLbD51Ifgit/V5pPUcwbhTfofb/odpkA+GVuT2NI+r+7qO86a7/nuK/n1qCkc4aAqqrw1ltv4datW/jN3/xN/Nk/+2cBAHVd47d+67fwL//lvwQA/Lk/9+dQFAV+8zd/Ez/8wz8MALh//z6+8pWv4Gd/9mdf8EKe8fNlP/8yttOg52kg6DKg5QzmBDmjgdg8yyjCTL0GZNQiNR8sYLaYbx1ep7Fb3WUljZHwqxX16i2jlN3v5TEPvwY0dxk1+IaXYUsAJWJvMDRBYslaXw0NeXUfXZQ8Z/qjXzETbylI9xEEuIqrwPAqK2JsDlS7QBjTcfghxbAS4cMGYFmxBHHwKfXTMNTPZBZMEYFdU+O5TMGxc2sZtRNWXddlAL8Ajj9ki/qRJf1bzzm+dsYI18cIKmcvlnKXh4mdVu0EQAFUlgbWGvU4CVxOoFSe20PMR801XcoBA7em4arD5hAwK1BUXPPz2QTUV6ylfVj0gNRQwCEgdX6N1R/D6zS82RBJv+ShqPYaK4zqRecUkAOtWKa4dEKwBA7ZFAjb+p0qeGwprcwRARoMP5cLLPsg4OI5FuUWx9xF6rzmfGr2eA35mIB5POP4x74ima6lmYPiZ6Xq4NG1Zm/oGNPK3gKF+YjVXxHw25Lvx+g6fx+MdA2apJkH5o+YvnNLdqTdfouAZHnIlYzLAQFJPqNwmSiCUfrG8XvrCbbMAMhXdHLGKNUWkPqypC6uCkaCPlNkBAl90jSCk2gevBiR4KQ3ajpwBumtfEwZCcwlQBLBCpAqeOL6OXF33w3bmaSwC0wpO4ETK4bU6xl4sWuF6ZlGRxtgR1wEcGRYQAfw95tt6Z2WwKLkM93ESrvIbpQKmEa8hpUHDp8wUCq3pUna0arV97o50lZAUKVhaNlszy9pOyefZdCzPmB6tnqPXakj6+r7NJLm3oU1hP8nbM8K0OODfpHjXHC7FED5iZ/4CfzQD/0QXnvtNcznc/z6r/86/vt//+/4jd/4DRhj8KM/+qP46Z/+aXz2s5/FZz/7Wfz0T/80xuMx/tbf+lsAgO3tbfzdv/t38WM/9mO4evUqrly5gh//8R/Hd3/3d6eqnhfazmMsPu7tIueLb+7zXNuzUHU0GiMa7cEtGmpfM3IOcySxoF2AS7jP2D11chsYT2mcXGCUEJcyb9VjobwN3Pk+4LVXgP3AVFC7pzLMVpEHmGMf7DPNsjlkP5N23kVooWEDtKBqnnZOhw8511hKC9BI20zUrliHzSHgtynAXD9S1K/+DxbACsAo0HGsDtg9dXgNGEiT4gaioz1LRqNTR8GVhcc3gKN32VDMVF3+PbJTAI3U/A+B97aB6SvsKbJ4lxFwk7NiBgXXaxncAcbbjPqWXtdvAaNIEZaaCr/pUiD5lAbVG46/X5OJynfJ/lQNhbGLrwB+j0Y+lxGNrd3zER14m9HgGkvwNbhO4BpaVZB4pQhGzLvnV5By/cEhrXfSHAMrw+g+tHouEjQm1m5EFmX8Bu/PrwQOLIFlPgSW73PdHyeQXN4g6wHweTZibTAAqyQEsFulE9Dq/oY8bhOriABA4+lqOqx6pedrxDAJxGUFK4eQA3UhJsESiBmNeTZBVzk0I2DMBE42fLzUeBjA1CzdzoYEMkPpd/ySjJgXw2QsU6m1wHit6h1XEdQNbrCkut1w7BBZH+l3Mo157DuDAWAm3byUpCn9P/RMRhTCRoAc9RtpUb9WzIrAiCk7EJbyRaYDm0bMZkohIREvvKfetSjG4QKEURhsNDcig+Nob3xDDVwAOzq3a70TwIk1gyJDk5U8+PoDzp38KjCcAfY2cHyoQEvscXMEHL/HCqmjd/h8hp8Ctr8E7AyA42vAgyXtoxkD2SvArevAZECWbO/rwOodAsLRa8ArrwLuNWDvDvBI6SZUvZuOIDLa+4uAlL7zPy+AvazTPw8x9s951nmetZ1OCX1MPvdSAOXhw4f423/7b+P+/fvY3t7G93zP9+A3fuM38Jf/8l8GAPzDf/gPsV6v8ff+3t9Ljdr+63/9r6kHCgD863/9r5HnOX74h384NWr71V/91efrgfK0QfnjospOn+dZ13Te5y4DXvoTWWjdFDSsxXVg8CYdQLWvqGiDVGbp1zSoxgLZHWA05ctfK9K0Q+7jN6BlKYH8JvDqDeC2ru/hmIY9lrWaDAg5j7t6h1HF5jENNCrpP6wM7IrMTPDdOaLRy7aUKpB1s2B/CbcE1vf4+2xHjnNFUeX0LeDWlM7iCLyPRx/Q8ZdvIWknoAiyNDSM68d0vjByrJ+n9qOCmpKpKimu/moKpJWW2wfA/v8XmF9FV8E0o1AyGIKi6VtMA+SmcxhtS6eXTxQlrwB7iGTMjFIabaWIcyVaX1FhO6cjaZ8A2UbVMJX0LRIXtiCz1C6Qcv2xC/DgJg1sfUCQEQKv12ca+x2es9kngEHFdM7qLmAe8vzlLoAxDb5vlVq5ysqi/KoccjTMOdMdk9cFoiyv1zdMERTXKfwNDZAt6MBRc742jVKVSjHE681HXE8oslCN0ivWdJoXt+zu2coJBzl9mxHUBSCV6NoBAR0CtU1+zfenXSNVKMEiNUkTEZlYAGPYAA+GZcjNnE35whHfi81dPg+nuU4PLHasJUsTAoFgs09G0eh9KXf4bGyu/fVMM11ILC/uV+IIfySH7iEmai02JuZ9AtgWwFETZIDU0wTgfcWeLgnIaD7F9Exc68ui54y7w58QyNpCc7zmfcAgacGs55xzUwE8hyRg9qDNiKyQNfzu4rXP+YzsAAhTwGzxfR58hqzf/F0tsxABYs3Uc74FbA2AEYAjy2eVz7hi9vYbwO2cKb3HI2D+CrB6T7an4aVvWWA1o820YhBdj20FkFioNBhPAxpn/e2ywOQsv4Kn/HyRYzxrO8//vQQffCmA8iu/8itP/bsxBj/5kz+Jn/zJnzx3n+FwiJ//+Z/Hz//8z1/m1JfbPm5g8jQgcRGg8bTJ+RzXkmhXMSjD23xZm5izBujAShmcihqJzWOgukkDt9oj/W56bAegKDIjNboCe6GsZXiLXbAfhdgO1KqwANJCd5ny2WYgYx5ZEq8ITs4im/C6i1uM8rOcKSDX0DG2+2x2ls0YrZopRW/ffQe4mgHHGtcPHwPzr9CAV0M6tEVO3Us54M9H3wDW75NqNkOWJ5evUrw4fQvYfIPt0NEqeh2iE4nWiv72Vb6akxVpLGBr3aei3iFo/DZ6vN4CoxlwZcB73n+V6ZL6CZ2yLeiUmiXPlxnlzH23X7C8hlzVJs1cwthckb9HWtgurXkCHtfVFNLGFZtjH41M6UFjCUg2HwnEGjnvkvdVjLiPWwP+Hp1+cZtprGxK498cKD0jjzm4RibLOQADPj875hzIpxzbuOpylinSrllhZFX9BQDOAhgSCBXXda+WDERcW8U2YmamQBgArfRSCAAmSF2OV/eAUPA+ymuc45nEt25J9i1TKTHGLC0uZhR+52JSqqDKqwOygK0lKKmPyEK6Y441BBZNyV5D42t8n5o1Ga6i4HIHzZJz3C/5fFDwWSZwLK1RViiFkCOV4/sBUqVbJAUTOAkc+7DkvblK4NgjCZVDBLLSZ8Vusn0NVtSqOKBjXqTbiCtA92MmxPPrZ2t0T+C+IYjJCbILjoLyVs8wmwGDEVOytQequQ5WdrYkWAIKv+hAvHdc5G92AxgYYK9hJZ07IPA0K73HSsMavZ/LQ34eBVLVYwW2VzhqxX4d8XpW94D964AZ87rahe5XN2ulcUqattPpnstsT/NlZ/mMb6fvO33+08zKc1zbC2tQvq3b86ZM/rjO+7z02enPXGSSRiZlyJc7GjREajQDE7hGNLGlkPDoPe5X79FAuiVSqZzV7Gj2gA8+ApavAosaaGqW7GWBC85tHjJtYoC02rBRmaKTmNYYUHtSMnIB6HTdUsZxQHakfFWaDU82Jqn9dZ9W92omwPYNClOXAA4D8PiIPUnMgmO2fpcq/JCrCdkMWDuuluz3QJp7TGZhuMNjV4tOD4KC/UgGNxhN1wc0+FnBiDuIKcgLAoYgErBZAtUKGJTALnh9zgLtLp3W2DBNkM8AvMHxbSpF5DmNvpX+wOQ8h1vS6dkxkDqWerCqquUYO6ATTlqOESAntqL+x40o4q2P6HCiGLU95jGrBzS4tqTup7xF0JtNmYqwGde1MRM+o61P82/rBxQnWlDrA0NwYjJgvRLIVKoRYNQJKyHigVJjogCCF9M0VgQuYawd8N6MdDJ+I7C1IJDNdwiO7FTnGNFh5TOO7eoD6XKWSOXLs89yQTgXuCBl9RGfh6/oIE0BYKV7GgLjXaaW3BxoHnL/9gnBtNlT07AjsDx2SzqWG0ynZruggzUSmW6Jgcy5npRb83Nm2DlpM0bS90A6KdtTovqac8eo0sX3bEwEAe0C8IcEP156k9h8DUFMm8bcZujSLtJxQPoXOAKJWPETDN9bU54U5ka/FF9bCwK70NvHx/kqFG+t3p8hweBoyHfEQazFsZiWMVNpAwu4MVDfIlDePKAodnAFGJbAtuE1zS3HurZibXKkMuzNY+DhLufI8ptAmAsMLVnNtbrGudscANU7YFk7gOpd4H4LHL/C5TzaAyQmKdq62K6/L7w/gRyftj2LNen7hLMAwfOClGf5p8v6r4tmFp6y/ckGKC+6vQQK6sztPADzPOe66GecqNOVuoDmNHjWyKhN+fK2S0a6xtJoVPdE/0ZDHwWiitJsTmr08H+RVTBbwPZrwHSL5ZHVMWCedAYtKKJFg66fie+iQCvDG+n7SDm7htfWyLmFFdfncS01DNkIBDgzoHgFyK8D9RD4MLA/weMHXIE4PKYBb+ccu7Dk8dwaWDqezy0URcZUkuEYzBfA4qsCNYHjNnoLGH+GDvzoq6Rw7QCwW2JPDGgJx4puG46vPQDCDrAFYArud2w4HnUmgGKYqsh3VMGjcShLCiubQhUSKoOMWh6/UXn4gr8zoWMgbEnAYCdkEryjIXYrAqzmEGnF5Vih4TcEJsErrZEDk0+zKivonrIRU0DwAI6oWRld5zxYb8jA2UB9SLPks4Vjuqzd8NnmUa8ylPM85vOo9wEILHmB6mJHY7DkPUDHLmfczy1VqfMIbGhWa656AkZYOoxyyr48ueF1bB5qXaUhmQs7VGoAAtbStwRHZmdQcE6vPxJYuibQ0nJOtHOl4Rr2RxntkmV0Sx538gYw+zwZn03Fyo8sJztTjhgzOLCSxxacR6ZUw7ptOuS0XlbJFFrq1NzyvGZFUXqjdCsgAFKBfX4iOFwhNcWL5ilqvKIpTK36LY8VS5xNEOPgkISkmUTXxn4rcxLNVhTuSkKEKv7dEnxl0+4csQ9KFMRaAMug8u8nIHPoAHOV7KQz1H2h4PU1T4C5AfynAHMFGGVsY+/XtAmxVDkbc260j4CDBcfELZFyY6YGmm8Ci31VOjacU9kNMWR7fPbVO3yPsNb9Z7yW2EcpDkpK81jgwoLZ/naWLzntu06jwuc5x7M+8yK+Mn72kkDlOxegnPdALkpJfdxU2tO2Uw85aiVcxZd09R6NmjukoSquAbMvkR5f3APwIUitDsRerBRdLfX7EboKDEUEZkVhbLkLzHYYwbQlEEoxAQEUNDY42YVVUYQ3dHJ2xMgxn3C/5gDs43EMbL5JAx6XRPdrOqXBNmlsDIHBbWD3LTq7GsDjmgJLvw8UTl0kVZkQhb7RuMYoMAMSPR0qLiTXyIjX70NNRuisypssIW5WwGAhwywxq50oyh0x8jSe7EJ1zAh77YF9SwO99sDyPj97eB3YKIJsFbnG3Hxq+52JDbjO626OCbaiU24fIy1uF9mubKDIWyJouwWYVl0xY2qmFjm0ozmzIXiJFH8+5Dl3vpupr+UeAW9oeO3VISuIBjP2s1mvgYNvEvgM5WycV4VHJqe45mdHNwFcBZAz8vSqfvEVo+ZsSCdic+oy2kogrFH6csbjhzXZoOojzpuwEWNR8W9ujU6gOyOTFTxSp9Ug8XF9n6tZuzsdWMl2ODZ+Q7DoV9zXH8qplexFM7gKNEMxTxImj25JuJkBG4GdbFeC5UYrTj8R0LoBlMPOeQWPlFLLtsheFTM+28BDwmX8ChWddatUi5cg2PQAio8ar7VSIAsxTgHdwpO9ryhCjQwXrOaCSuNCQHLGsYzWe6Y8UrM2dNoXx8cMkSJx2arUD8UWgFHarDBdFqS/kGEAK5+afdqe0NDGZTOmgnNwHNxaoG0NNPeAw0Ngc4ds1+oxUN9lUAJQJ7X1WaBpqa1qD3gPWeiyL7mCN1N1NnF4FchuAvaB5p0Cq+DFaGkM+/ijX24cU61p3NHb8aLb0xiJF/VH305/9pTtOxegnAdOXsaDep7jPG+6SucJHsCGL3KlSCE0NNLFNVb2jHaR+lxs7vHlDpuOKofjyz99g8Z8c0C6OrZEz2pgIuFnHYD1kqfPr7NkDxXFrP5Qhtsz+vVOegqVeCIotVDKsUPX8AhsYqJoMh+Dq/sWZE3GdwhWigiaAh36eIf9UZb32R3SrhnptTIi1irqzegEA0CKWmmo6gManeDI3MRukcWUBto7GuvRDVUhVWICdrhmTjYj0+OPgPBEIGAOPNkD6itA3gAP3mMVSzFmrn36Oq+nVW7dDrtxaZa0a9kUmOwSzNkhS7LrR8DmfTnMWNFheY2u4RwIA3AxtRWPGQYEU3F13nzCLrftBsAhrycImBY3uf6I3VFVySHp88zr/HtkIZqxRK0FI9zRLsFrPgKsNDJw7NppDCukhq8g9cwxHlh+nc4f4FiYUmmPIR36Zk+ORakuY1Xp4wnQ3CGdElpwwbyKQCkEalhQ8pnVlUqkF9zXy8FXH/A5TgcUuZYWsFcB1GS0qgOyQ6FVymuX+pfRK9LlDIHiEZ1/nKu1KmJiqbnfAMt93svmPrhiuEBke4X3XLdkt9oVxyoXewkBCREaSb/hMqZIsgzwAtlR+Gqszt/q91EY6zjMRsc+UTrcc5hGLIkJ6FZBl8YlNJxnRmW8EaQY2aBIGuhxfstXPythLIHAAF2JdK6/CQehDep/M+czQUWmbP0u51YxZnBS7yMtZdAccN6vDlh5hprvhHEAxsD2l4FXPq3gYQDs/y6vyU55r34FVEccv6wUgxKUkrtK4OwWnF8GvJ5Ywt3vTJfuNf4t2vfLgJOn+YPzmJJvB9A46zqeFuhf4ho/WQDlRQHG83z29IR7zlxbOsZl84DxhXAEGe0BjaKJ5bo5UG+xjXY5pXGPaQ636EWINffNtoHyU4rA95k22dylUW8XpOwXJdM7iw95vMEdRsftnI7aeVL6ZkjHntITLc/VHvGam2OxHboHL8BgPSjqLXgPHkwrbe9y3wY0CssFjditGbBlgP1rwENHIxVXzLWWxzIDluqW18D01wHvK8yRosIgAx3LNIIAVyNhbPWEBitTqmawRV1GnhFEVWtNg5bOs34POHhE1mrzIYEVrgBtAVRjaSTWPF1+kxF1e8zqq/qQWp1yB2z7rWfWHoo1iCWU8dlXcogBZLWuiAXLCLR83qV2yl2CVncEmI2i3JvA8HVW3WQ7BAiLd4HqQ37OZGQ7midk09yKANWMCH7sFdBAD8nkxBJlv6IgtNkG8pbgo9jh+aqP+DejZxRKYHSb97x4l8eL6Y24HpF/LICyBOJqzwFIIbivkboD+xU1SXbI63X76MraowPfMIIuDCu86gJwOyq3X1OLMLwGjN7kdxQEBY1SeXFdIiOBMwQWYgdUWF6PXwK2RaIZ2iNqduqR9DkPeG1mQBDvG6UTrRgPve7x/2aIVC3lBEiSDs1zP28ILCLIiAJQU3TXYcTcRLCRlnuIGooIVCKLYvROaYtly2Z4Euz0CZqY8vG9n1uNUVCaMR4ysi9NUIfdfT4ja5jSQQv4AwLfjd4L5BTMDybA4deB5TcEXlukRT5NAS61cR0YGjKK5Y4Yx4JLE0xvcW48+H8IXr30cd4Dm1ppICtQEtkR3ZyHUumlgq1K4y9G+UTeqz8wT9su61Nehv961n5nnesyn73kNX5yAMqLAIOXef4XeViXvYdIzwLJWXkJ2uJCfyEDmo+Axe8z+nWe1LY/5Isf+yrEFvl2wBd5coX0+LwhxRoavvTH/4spJCd6c3idUYUZMnKxOYVmZkLhabGl0tUDOtgg49wuO2o6joMx6PpPFDResZvsegFgABQl4Byw2gcWD4DJHUZO8xZ48iHvyx/znqyhYzYFBZHTL9HRBEvH266owo8GxGhMTdRPPALamkxGUBibq9rFN3IEgVHgBj1jG+hsNiuyFO4YMGtGzn4IGGmFotUurrPqIC+A+UdMbbglHWTzhOPW7PG5NQdIVRdR5AgQWAXQaQ1mZCmKHQLVvGTu3xwBtmG0n0+BrAHaAQHM6HPUSpRToGqpuaju8trHt8mQ1Y+BsJDGxDOqLK8RALRrAE94TSbr0lyhIrBY3uNzK7Z5zW2ttI1+RgaYMZ9PNiY4LjcgGgVS+3N3zP0tOB8iLZ8NGQVnSk/awPHbvMuoHwLH7ljHlMYiH0gPpdcpB1IH5dhKfnAb2LpDTUMdgMMFj1M/knizlvNE92zyLTYBy3d431lJ/ZSLc2LOfkFtpndhIXCsdJSrAIw43+M9JoYiBiU5L9gUumYBFAsxlb132tcdAxN7mCSQplRRbNwW0P0uNEhrafmG12gt7zdIr1EdAk5so82QQIwzNEu9TAefWxBT4VlpVQ4InKz2T/5cjh7g32MlnQm0NTFtm13h4pkDMSTtCli9rWcOvQNbTLcta+pa1jXtR3AMDnZeY88TF4CtzwF7D0Aax1Az5FYCQ5lYX81H3GA2vAABAABJREFUQGCuUPuATOzxnNea2LSeJiVtFwEpl00HnRUwv0jQftb5L+Kn+sH2C5z/kwNQgKcPxMtK37zIOc9hPy60nfVZ20Usae2HGFUGUDzmmHpYv0uDGiO6oEoeU3KhrWzEaoBgaVwyyPApJWRUgVF/RKNqCwr4sN1FGu5AIkxH7cb0MxKALoDmvhoqHTGyTtcc+d9oYIcUo+VXpEXxNEbz3wcOrSo7xGZYw7TTR3O2YZ9/BQiHSL0dPHj/tqQxz6ZIq51mMzrLSqAiRokmR4oufQO4Pd5feYWajmKKVB2xeJfnqG9LG6HUgavIAhlDhsJIfOfXjJazK9wv5EwtjK4BOzkf3foakO0DeS0dy3uMjt2CY2s8GQpXI/VXSFPDSA8wkHZAkbJzSCWdcCw/L+RsUDBNNf40gU1QhO7XdPAAtTD5Dg1tKdbLV2z8Vt7k8673yChkTzTehhR8+QrPXc0Jrup9ML0mnU+2zesOhvuOXqFRL28Dg10+YyMdwuYxUu8dlKD1GjKtlG/x+WSq3GmP6FDaQ451XN4g9d1RyO4aUvpmh2CtbQlM6z3O21gZNLOdjsLmZApjKT0c3wVjlWbLWME0ukNQEioxECPAPQQZuw2dIUIPIJe8l2zQpT/7zEL8HtvVh8AoPTZzM1H04QlEMzErruYYWgHsWH0WJEy3AilGKUA4BQhAAmrxnQhQMCNGxYsh8BukBUptwffMC8xbdAAF4A9+JXbNAG6LDFtZILVF8OA8Lne4tIVvuuAgCoD9itfWHFArVY4JEgY3tb6XmI7BDsGi2SbQeHSf7K97gBOt6U0gi1ZOlLpqCL5tSbvoqy5dnM34rNo5AUm+RUG08cDx1xVgmJ5ts+ic9rMYlIv4hIuAhG+Hzzu93wsSB58cgHJRuuyPczsNTp72wJ72IE+jbiA59JhHjn/rAxajtEVYy2EfIzVTskNGv6O3uLifLdnQKK5Rs1bZYjOXc4vgx3W0s69YXhrXhIkpCJguX0+5PdgQJFbyiHK2Ix6zeUQHhIxakyv/L2B6h451/w+44KBZ0Ti1qpyxoINfLhgRuTmjlhDz7ZHyBo1Zs89Swmqj4xzQsACdwTVD9dgYShi630XEyEUHj2SUa6CWJmT8JgFMva/UwEYOQNS/HfBe4sJ6FnQeoWIwP5RhtKBjGr8KtNKcbO7SEeYFMJgCGHCMEwOjORU032Jr9xjNGqOmagskcWizD1SFnGlBRzraVaVLIMBqj8iYeQmZzVBs1ljAVEYaJccjmxCMtWsgzKn9GN2iPqldAWZf0fYewWXYEDCOX+fYVcfqmVJwugxvKVoPZCnaFVMrsT0+cl5nnnGulVekXxnxuS7XvXlQ95xQJrYhcA7mOwSdABmv6jGfazvX/JGD8VBmyDDi97lAXMPzjt/gfssPOJfKa/w9hlyOAYFCa7fhc3A1UlrVDrv3Id/i/diJ2Ai9erHTKyKI6KVGjSVoM72UqC00/VvNw0AmwBZInZ+953M1cuRpTR6xVlH3E3p5msRyCq3FMfYbndvIFizFjol9zOI7G/gu+A3nWGj43jZzwF3nHI/r++QjVjchBk0CYV6sbrtWELHhuE9udtqlVDkIsOPuhMycX3Ix1OW7rBaCpcbq4VeBzaeBnRkBvKsUWCiAyga8Zw8GUNe+h8HS0fsEtKNrBNeVQLSvOTZBgSRVzrjYdhnm4fS+l2HwL3LO84532Wt8TrD0yQEol91eAv30wttlzt1H3vjW/8cW0qlE0JxkVdIy4BZ0LlNg9Cng2p8nk1B7NvxaKYdb7dNA1g+oVYifNyWAMagZaAh6NscdjW4DYAQ8jCKd9lDaiYoGZnCToKjcpkM/XIJLmw+oZ9n6FBdmq5yi5QrAhumptObQSHNeRgorMSf9UE1G1TdAu08WKT9AWuirfQJGi5agpLwDbH0vUyPzrwLHfwBgzkNlGlOvnLuvaFjbxzx2sc1juSWdQRBrE1uHW6Xe+uWhfsP9q21gtcvzbOa0ZfkuMHZ09u2+np2oeSdtQAJg8dmjcxhRAxIapmbqh73nCFLr3gCIjIOnI2k2QPsIaB50lRPHDhityGiYXhToxN6YEUW35YzOojqg8S5uENBAVRZOgkcjzU9xBdj5AoABe0u0a7YV94ZOOFPqwlvAC4jYIY8dKfZsot9L02OATsQ85LP2SsXFpnsGvN/BK8DsC8D0Vd7Pck4WEIbtzGF4jLoGDsRAxEZy9QEjeDOg+Hf0GsXGdtixWKak7qgUgLRTINwguAxzpO7J2Zify0ZKEwy7QCM+68hWQCwQJIA3kU2KAEDzwETwkjOYsAZpUUxj5HcN4Cfgmj6QrWjkXDVPEJkZpRONJQMTq3tcrBvuCeBhyWzGueJ1P/HdbA4ZzHhVcPkNYFs1ApxQDzTS9a0zoJoSMOY7fM7ecWxb6edMC2BJ4Ls5BprHvA9TUm9Vvg7YbZ1fwu+w4DtqC332HWD/mKu512JWYlow2hJTAGYbeOvPA69fAw7AVFHbcB4sH/XsZYWupFuAOIjBPOGwn+a4+/s8LYB9ESbmebfzruusc74Ai/KdC1D+uIDJWezHWdt57EofmNju/wYnf98HKBGkpFy1oseUytBnBq8C2zuMVpwB2uvA8g9Zwtk8QlolN6zQNVPbZaQQLCPV9oCRtlvTGcQVaetHwGZCynxzn2kmJ4NeXGee15bA0VKRnIxeboCjD4D5iABg/g2wagA05KPbvPZG5wxKxcDKQclxhl60YhwZhEbi1YCesXdgXnnMVMfks8BoQo3E4t3u3v2Kjjiez290DEXC9RwpOg8y4qkDaI60tk2oGXEZI8drgHUJ7BV8ZPOvckHE0Q2kct3QctXeTPS2W/F5moJjZnIa7Zh6qR+LUh8ApiFr4Q4U7Zc0/EapDr8BFh8wbZcN+OzrD9UfR0LU0AL1gJU8fo20IGIUVxc7wOwNrnFjAFQ1xy9Y7ls/0vGULvMNnfVgRqO9uEvBrM14zGzC+6laOdEGQA5M3iLD0Eb2AZ3mJEasvkVaSdpKZ2ILOeVhp8eA4TXkWzyHg6L4NQW809eUynHAeh84eJvvkjUck+ojjmcxo/7BtWSB0hIClqzX0BA/tHpfmy2eF4H6rPI6nXLs2GxNx27EstrUVM1x/hgBgaDcSQTB0STEtFC0JyYGMOjMXrIfoWNEYQmqMUAStScfGh2sQGnQtQaH1MvIS7gdRc8cVDEmlQKU0OnP0grKlveFjfY1SIsGOvB5ty37A5UTXn9bUGTvlvzZNVy+Iji+J94S/O3+GeDm67z/e/fIojaHAqxK74YWsGsKlZtHHN/MIvUfcisNwgDY+RTw2avAruG6Pk2D1IF5dR/w+2D6UmNmjWwBZINPB5kXASn97VksfDjj/0/bXtQPnv78Wdf2Aqme7yyA8pw004nP44xjPI2NCWfscx4Qedp5zwAeACe8jX+L1klO0SgSTR0N+yi+JUtytNHCdRBluqITiQKx2DUyAoDJ54BrX+RLt3hMQLM8REr9xOi9uQ8czQF45vJpobtoAmAZ8+IDRhs2p9NcvA24r+t+HUFKXJp99Aqw/V10WAf/k1Fo8GCHz5t02JuHgH+ITp0XQZqqIkLdG6f4PAK6luD6lZW2obU0YM2cIC6faR9F10EpBNQ9YKI8f0yHGKUTnJVIcs7mcqYk6GmHwLogGFq/zeE2x53OIVY+ub7iMKeDK3ZAgbIYijamKY4ZjaNF6iUSHVkIbNNuJLJsHut4A7JKzSMyY0bjZ8BrqA/oMN2K41vvAS5jt9lBSaag1RxzSzqQ5jHTVG5fYE/i6gCtBHskSn5JINEeMDWQT5iaapcCj69Rl5INBUD20a2U/YDC4vgOWMdzOTF2uYCQycQWqXS0PaauxZZ0gtVDOrhiFxiOCVw2AgX1B3Q8+YTP3s/5+9CwQg4am8wAPgpdHZ95axIBwb4ZSifmAitm0E1JDzrjUEl43OqXAl8haoc8KBrNeL+p+kbpFID7RaDhDBCkSYrMhtE8TrFPZHosEEpwjR/dYxSEO49uZeQY/AgcB4FEq8qrTAJk45hadUsyiWmxIKMS+hGvu11z3mMXWBoef90wxWjBZ5mYn1L9ahaAH9EGlLu8zvYRO8faGeBnnBdDsJHe3mOw7Fjvanmdz6JpJYY9or2LKTJjOaezq4C9xnYNjSGxetjQhpaW4KvZp92MS12gRWp77yqNucb4mQz+Wb7qrDTOeX7jaX7uaX+7qI+8KOAIZ/z/Ej74OwugvGy0+LzHvej+p9mTnpjUROPQ/7siRpR86W0BYAW00j+kcysVsXoH2N8Bhm/wBVq/C4Q10iJoSTgHvmh2Qm3Aloy3eZXph9W7AideugYPYKMmbD1jGq9ncx+YD5kLrj8ADRaU8jjiZ0y8l1YGccwUQshUniznFAr2bdn6bt53/h4wd+x9YVI5QAfu+s2sYmkxxAZUT9i8qd6Ss1L0B9H6fgG4nAzQ8BaHffEuGQe/5nFCkPOZcZ/iFoGMOwY275GhgIS7KMkW5CM+2moOYM4USXOf4xUqntdEaj9S6GM288qvcGyyAggLdoSt9shYNQukVF9sgBWc2K5G1zCiUHd6lfMoHLFSJbQcp2xAUBB6VQvGIi1BUMzoODYN91kvgcOvAc1Dgd05rz9s0GkcHAHBSsxInOpObBFAwWM5RVrpeXiToMGhm9vtgvM4CloN6BDzAUGUE/C1AyAuzhejd1gKvo9/T2X0hnO9mKqyR0zcZinQO2eKJHapRcnjuENgteA5YsdmI8e+OQLMVaWsAlOozbHG35IlcU03N63psXMCgmkOO4KrOMegy4DHidLe+IobCExUSolIZ2Vtj2HpbaH3Oau50gKpc61BF+REFsVHVlBaFNN3Whnfg1h2m0qai65yytf8e7nL+6hXBI2mABYTHnPzhJq4vKTNi4tvRpCHMZ+LGXMuhka/LymwHU25TteTJTD/ALBxPDRgxRVW/hhL8PTo95jmzsBrsyNe360/z6rEVQl8HcDQA/tzJJ1KGLIaqMj5HkbwlmkuoEWnR+kFTucCgsv4FHPq/y/q585ibc76+2Wu+zmv6TsLoHzc22kLcZo9Ob3Ps47T/1lfMT0Tf580AfGwlk4l36HjqQ+RKlqC69B7qKn/qN5j/tdVpDiNFPxWFQGxcZNVdUB1CNSvAIOso1LjrfiKL6OBAJQiqigEjI6+ukcg0ki4GVqew9f8uxEL5GWYo2p/dY9gy6kaJjhqNQavAvktYGvCUsPNhyzJTTqcyEANROmPeimRKFzcAPU94EipLHfEiCguaAhDA5NtAZMvclFBYwjajjak/BEAM1HlxzUgu87KlK0hq3NCQOpOmpVkBvIdHsMU7BmTF7y/Zl+PVRF8v0WlyZWuGPFajbQLQWJc37BPRKq+KJAWMYxL2wNIWoJ8BmCo8S/5f1PKEYx5z/kVimLbYzYWCwOyGtPPAGEEHN8jENncA9r7ZOFCS6NvoOvoO9rIjg3F9IwAM1XKpuA1FTNGtnYMTLYofdoY6hICCE78gseKnWRjqsSY7tlZzaem4nyLr5Nfcv43DzvwnV/hH2tPbcHqQ/7dOEX70nuYQoB7Q7YJpY45ksM0ANacW5uS70WrSiYvcOhafj7TO+IN30MvJjPUSEsZxL4bkfWI5cXZiM8/il/TvWm4Y9ootRFAL40U9J6aThqRmZ650edsDgYKXtcRlEqTfsRLn2ajHkYVZFGo7xt+LoqSYxdpt+bzKWYCzobj1ewLxAEUx1cn03oAwV7IOH/aFZA7dCt4gxVk3kmn0gBP/n/UmWQ1nyUEdKo5x+LODpAHYHmHy13YwDmZXwGu/zng068AYws8AvB+DTx5AJgjgq3xqxROG8f39+BexzzFbtx5wd4uQSm51Pq+l4q+1Bb9y1kg53lBykVZkT/G7ZMNUM4DA/0HcRk2o/+Zs45xFiB52u9P73P6evvAxKLTmfRASoymUlRlafyyEaO5rFF0bxTp6AWxOWAaUu/NgOc0dWcAzYwiQjviS97uMfpbvg083gKmN7hC8Pou0hKqQekgoyghlU8WqryQsNYdIbXhj2mnPh0dMhqY0KKrIPJcZdfNee9+RYM4ukaBqsmAVQ0sHhH4JGCD7p5sTsbCzjoQ5Y6BsEeD6CSyQ44U8fV7SWDKtvezt1iZsQlAtkMj1i4I4vIdgqbiOstww4AUP3KW1GZTGXSldzAgqCm2qPFYTZCYI+h5xXWOTs+f1DPGChgq/29L/t47njffJpVtC7JEfiNwpfvyAey6aylgNobshjsSUNnmekTFFS4O2SzI+kw+A+TXeD9mDlTfANqHmm8x8o9AF3xuoTfX4zVkU4qmR29wrFePuvEJivyzyByC+gTvCJb8mqxHOSV4jms9AXLyFZKWw0vQacVYBCeArHnSLoBsIUZmxRRT9QG41orl+PhAB5/oemlFPIBM6Ribd8+gXoKpyLo7fz6lY7UjPeuIKBwo9K553ZCD6/e7idomO2aKI9vic7Wa4yfMhyWQRY9By3pzKM0tnT42Rgy9LwCpksXEgCEyJxpbGDFIAt1BqSfveP9xvmVjvqtlyWPXqohzYoazqd5VBSwxDrM5xdt+CTS7vM+mQmpOFxraBTeUvQBLw90COPgKn1fzAW2OQQ8g1nznj97lwpDjIQMum/fArTRGheZuGYCpZ/PF9gmZvck2cLuksLcOQPEmsP6QASBqaa30/NuePXum/qS/nQYg5/3tE7Z9sgHKaSDxosdC73inQUQ4Y1/09rnoOU6zLab3u/j/UwxKjIIAJPU+Ak6uHCuDASuDltPguhUjFpvR4PgGQMH+FlvfxUi2PgKOfpdpD78EDj2wvKLF5x6BhjXqXvTyxSgZOQ3y4IoM1mEvMhTDEfUycUlUm5HSbUQfW4tUWtnU6NYbAZ1lvcfzbPYZ/TQPkZx7f/xMDi4Sd5VAIrRs2BbXg/G6fyuniKJjGLIpgUQ+A3zGaKjZMGUQDFBeFXO1K4BylQYZhksPmFYphhXPUyj3bkeMIIsRsKg4HlHUCUWgfQcFOcWYCggbjTUUeR/TMPuWz9qM2Whs+imk1W7rhzyOnSoNdY3XHCtQsoFSdwsBO4HVcosrvdojVu3kVxjx1k/IPtX3yYrEfhmZ6HE7oIanVXQb+83YERDGgNlhBdXgdY5PeMzzRuff1MD8ANjsau43vedV8TrKXaTeKPmU70R7TF1Du9C4RwCOzvFHxgVBDnBPTJLXis9znjKboOvqqtRnf7XaGCBkA71b6IGXqB0x1LfkE6TVr72AQ/B6XzVvfd+BCcQYIxAwAnu+bDOlEEGH730ZdKmauMKxMB4F1IrmY+rBC7j5rBMNR61JXBAzPpOUXo4BQIZuDaEd3hekVXECMTbjtcNobALSelthI0Yw5zvnW7GzjnqcbES2af1IgHmolF7GNI47ZMfnVlVUxUyplT3qUfwGMGsgt3xu3gvMNwCWwOZt4JEHJrdpO2In4ADOm4fvA9WrwHjERm/H9wD/BAgHwLoCDm4BwztMP4UAbAScvOmE2W2NJDKO7zHwlJ+ftp3n1/qsytM++zx/+zZtn2yAAjx70C8zMc47/nmT5UU2c+rrjHOm+SgjGaNCLzrZSJBoS0VTOSPp8joN9+YRnXR7zO++FjiYMgrNply6vC1Ej0ut33zEyMNvBJAUyccIzK2AcNyLrqIDECUcVIXggyL+rHMaJpNYbS29gAS66dYV2QTQ2Gzu0+Dk9yTKfAiEBbrFCg0Nq7E0dNkOULwOzN5UKmUB4CGjUhP1M+gMceyPYiVkrA+pSdjkajo3p1NKtP+Y/TyC0khlxrVYmke8NnfA84ZZ92h9Re1GfcBz5qWElX1jc4phi6v5tgsQSBUcWzcXg+GQmvCVrwD5K7yXetmJlsubzL8XN2nQvWFKpVXKAgZd91BFuXYGjF9jxLl+jLRkwPpDwB8iCWvtgGXkxRUCtQAd1yC1gS9vAPYKkF/ltTZL9pKpj/kZH5SOW7D6IjsU6HMEpXGZhs1jAqW2FSAqgTDgULWqOgpVd21xNWAA1EYN+AyN4b7tAkkDkgSTOVMxoeVzDTFVBbFVBqlhGow+X4jRyRWZD4GhQIWBhKt6tE50f4jMY++djtVxsWV9vsX3M8/pFLPe7kGvSwIpwAmfFXGPh+43k40IdNqx50sCEWISAzS/I5un1FHQCcyQc9+IFQpB5NkA8AOBkUAmts4ZpMTO0qbkPIhjV6+YiokMjx0Apac9WHyd7J2ZAFtvkvU4bIHNBwTnRSkgJACcZ3onPBnKWFkUF/kLG8A9BlYbpvucNFNtyXcCC2DzDeCjDwgs3RrwR4AVw+XmnPv3rDpHHwB2BTR3kYTH9Vxid4HUYLrvF2JQzvr7twNM9P3QeUH4S76uTz5AidtZgOE0bXaZwY3799mNl7WdYkxiaif9X1sUeEamwMighIoOzDi+rCEyFQUj++HrdAJtzRcqrgjqHQ2fyRj51CodXj9m7wBILIdovIGka3AFHXO+JWYlYx4fDcGSk76kXXeOAmIq0sJlup+24ndf8ZwndCRxaGTQ/TH7VLQl9R1BuXsIOMX0mC2QtA3jV9UtckD2YDMEzJwOIFr4yOh4MVG+4L00d+kUTSGjJ31H7LdRLwFzQGPoGpbvrj7gSs1+jqSBaI7AtuY5jXpch+jMadhnzaAdGj4TN5eTiLqHSOcrpTR5k2mYWOUwqhgV1ntyHDOkzq9ZoDAUTmmMwHttDrkq7FAUfWbIlizeIehq95Batac0pKJnsxKjoPSTkTYBQyDbJXjKphqrJ0qvCCSU2+y9EgYEyO6AaZRywnMEB6DWCs/7HIfQak5uCNjQ6CumM/qAT8A5AAhKQ9qpmL4nSItphkas0hxaM6BzrMiQWL5MY+m95vuGDhOl+sJM6TDzHjCJYCFArFiFlN6JoDfpR4YS4k4UEJhvjWFOY9oocTCnftdvHQ/wl65CpzcTQA7S9wACKJpnIRBEZJVsTgYgJ9MRNS9ZBrbfHZIVqZ/wWUV9jQ38TDYVoAeSuLQ65MCUY6SGjlDasc3Z0NFkTPcZscGIbJXntU4+DQwnTBkuv67+Jq2CjcBrDRs9R0cQAb3TdkbgjqnmzZLvgdGcCzpvMWFzOXcM5AstD7EEsNKyHI2q6BT8hUJz7oyU7bnbWUbhrN+9DHBwWT940WPi+Y77nQNQzhucywKL06Ak4ORDNWfsd9Ht9Gf7luYUdZf0GzG66Vs7sShxxV8YGl2bqV/HARKj4JY0qHYqozfkz80TrmPSjNl1Mcy784eGBjjLkYRz+UjL0N8C8kOuJNquGVW3cwCKluJaLbZA6lNhMqY4EGgk2jVSSqevv4hrCxkgdbn0Tvnn6BhPpUOiXscYCfCOee2FjjG4BixH0oko9ZVNkdaI8RLxuo3GsZWhykln59fFEEj86pfAes2/FVssUXQH9IXFGPBll26IKwsPr9GZ1nfRtRtXGsQHdGxQf1oFGts4NpHatmJzXEtmorwFmBlBXJFT5xEqYK70gzvkAnlxjZFGEaSvkLQAbkHQkIMOeG3JvjUPSaOHlQw3kHpzuDXg96htaY7Q6T/iPQ14LFsgMUAIQDEE/IzOuj5UCmbIheDsRKzehI6peiBa35JNaCqmpipw7rg5UllzKsP1SOLPfkVXNgSyq+wKnI2A5TvAoqXoGJCQGmJEpvp+hfM+1LzPbKJXMPBaiy0CYjOgs7KnAoy4+cD7dUt+JYAi1spDqR1VCmVF+hM/3zMP/RRP30xJdnNiP0BAxSFVDsV0TRIDmw7oI0gLZJHK+23Lz4cI9Bo65UxMSm70rDIuuOeP+I6HStco5s8awO4QJI5fZXqtEjNmwPfQrZD6DgWlTNYeWO3x924Drjc1Yurn6g2mdVqot9MTxUUzptiaI7J2tukCJRQc48Eb7KEy3GJqcnEPOPoKYKLGTu9c+Rpw7XNA7YD99zgPkTFgcw261DuUQsu7uZjorlO2/czttJP/OBiUp/mr5wUuLxi4f+cAlLO2iw766f3OAhA49feztqeBlqcxPAFd/tL19pWVSQxLBBAeqXTX9bUYgU2zbCYhYaBRLW6QWTEFjUD9gNUGYUMj0+zTCcXjxzK9qNJP678MGI3kE/1fFjQuSHjihbSKugLp73yEpF2IufFobWOZbOiNYaK8gZTnTy3rxZak9dtFyZuKkf/ybaAc8bj1Pv9uB2Ckuw0MXmP05R37sjSPeByj3DUqXZrAQD6lY24dDbBpqE9p9nVNI2D4Kh1LqIHVAzqDYiqB7xBJ/1OLbYqVVCZG1W3ndJIgWpUcGFLjU+4iLVqXgZoAn6v00XCcYMHVjqc8z/E3AHOXxxlu6xo+kq5HcwhOkb8lw9LMCVqsQVqwLgqwk/HV3HQSVCZBripf4mrD7YLOotgS+9ACoyGPUa9JpZscGF0HBjeQhKohap5KMirFGDCHdGzrhZ65nGBkiPqb1RiYkukZ75Seu0mQ1CyB7CMeJxOb4D1ZgWxIYDq8w9L3eknAZjznXz6i1mQw47gFvaO+G870ujoAzks3NO8BFK/XPGrGpIeC9Fr9ypvTQOU0IBHBhvj6RLzhoPesEriuug8ZIAFHWwjU6IQGHA9AQNMQuDjPEvl2yedXlBy7DGKVVGoer8tXBPTtMQOH4lWmHHdnQLsFHI65aGWtVBsMn7/N+cwzC1QLoH2M1MnWLbVO13XuXwNoVtK+CTgVV4DJq9TUHTVIS4FEptUO+E5mU2BcAqOSQGT5Tc790Ep8LPZzZ8CGfM0tMjWm5TtZ3iBAW7wjEbqCrbjCNMRQXcr5P42N+DjYj4tszwIhL3BNn3yA8rSH9ixW5WmA4rwJ0v9++hjm1L5Pe3Dxc3FCx9/1j9dnbQxS75AApPJEmyGtJeMB4AhoChrBkPElnH6R+VxjaNyP/oB511bOu10SZGRyiDamZCJ7YwC0XNOiVtQaU0epkZM/GT0mEGK7e3INjUzqnClgkqxtHIf4uwxJbZ/6fGRkgwY3xBDN1XV2RUNkAaz+kJRsMBJFVjQ4IZDaHX8G2PoMnatzvM72ACkatyDwcyuef3AVsNsABjSQzX0gHNN457tc4r28zrFrj4FsJeZBoazfyEGtaQAhA2hLns9L6BnazglGkWmuqqRyh+cD+Hcnwa1bsXzZOfXbK3i/+Q4wUJVJ9SHPUY/QrVN0AFLmGZ99M2dvGdcSvJgcmLzOBnPNQ6TFCCN46ncszqZqtLbL42w+Iou02acBygWE8qnuXamkoWMqcrPHfhihFftiSPXDIa1Bk/L6UedkyTpkE45Z6naqOWlKOqF8RDF2u0HqnQJovo8JnvJS5dVLfs5OyUwNrwMDgbRacysrATMGhlNgZFNBWGpa3PZeXx/o1Nulnv+qe2eSycg4D6KuIgKT+O5b04EP9I4dWZJoZqLZ6H8BesbS8rgKqQIPjveVjztAFKKgFkjVdSbqbHTQ0CIt99CMOCeroNWt19y32GHwE1Nzfi1GyAOzIXDFEFib65rDh0wHOaXZgqEtqp6wt0lzX8EUaOvaldreVyz/bQ6k7/IEFOVtYPgpvrPrPTKXwSENZDsH2rtcX2n4Kq//+FBsqt6r2Ato9Yhl95NC60jVBPKD28DVLzONXm8Y2DR6lw1kuxyDs34AeeHtPKBy+jhPAzSnt6f5u2ddx8e0ffIByvOgt4syIud99qxJ0QcT6P2/z8KcftinLEtyzvFj0RkYIHaVTLn53rlTq+tAA9ge6kUZdGp5Y1VKtw1Ur7C8st3ni++lajcTRoYmp4NvDpDSMO0cXUtoL6OnSDkBjR6QAvSix49sKFj1qvDp9/3oMybIAKhiIKr5batdLWC3aBwmn1PVyQNg/U3254gL7DX3OQYho7agGCMJAoMhpWsMBcLj26wEcHM6klilFDvIVvvAsAK2p0D+OqPg5jEQlhKCXgXGbwGjbd5HNeI1hYbgqHnIqN/NQZaq1S2rZNNkACZ0Uq3GJ5Zt24F0CVMgFEotSBDtV4rGWwBrGslmSI2Qb4HBNp0PwNLgdp8lkiZHWockGc6W0ebh1zjGzbFW693hz3F5+Tg3Y4fa2HumvME1b/IdCozhyTjEdujVEzqVfMj7sbd5f7MMqHeAoxGf4dEf8r6s5phTbt9YjedcbJMnMBlco2Nv5khlrj6W+0ZaIWPE69XL5rggcPEbdeqVKLfZALbunk25TadcBaBa857LbbIvwXaYOr7ibUjtZ9KrH0GuO9azanrvc+i+d9QZUgowmY1Ih8Sf0bEbMEiL9AnHnzh/ps97JzZjzQP4GqnJXWphr+DAGb4rXtqUUPHezFgVU0vajNi3pFIKp5nzIsa3yDqtHwHhCRJTZKXlqRtgXvBam8BrwAipt0wQ2Nw8okB+84jBAALBj53wnQ4bplym14FwxGeMnHMw2xaDugvYXcAeI63fFIwY3wPg6Pd4/HpNVjkcEijFvjtWYP7e+0D9BrDY55wcbHMpj53rwKIhIwu9iy4HQeEaXQFADNL6D/Gy22UC6f5nLurrLvv7l7R9sgDKs1DoRVFnf3vWA+gf86zjPm07C+k+bb/TQslIx/bFppGejewLkMoo469DJSGqNCTrbzLSH1znZ5zy0UnMljMlNLjDtWqyMbB6D3BfB7UpLdLaGt53DsQ4GcsegxSvLa3XIYCEJVLH0dimPpz+rKUDK24yBWMHwPLDXmRSAsPbwOQLwOTzZAucA8wjJCvtK5D3XdGoDrZptBBEEbfA/B1G8ONrjN6bFdICfzYgladay66tq4+4+nI+UHnxhAAlLgY3mgJbls5sFRmphXpE1LwnL9FrSlEpfRGdk51QxGoKaSAGHSjzDsyNR7Ys8Bk4sRTNE0bD5TWCnmBpdH2g84hVP8VM1y5HGYEaggBERb2MNUxPDbZYQeOV5jNy7uU2/9+uOmfppU1wNR9vtg0Mb3AcNxLHNpW0P4V6yEwFnKeAHwGbQ6YojUO3towcnM+RFq4zGYH06DWOTb2hI7YDMk7tSvM/8DNe7E+sjLIzgku7xfGoD5BWiY7O2bdshrc5opZhdIW9cYxBbGGDVegYlNj4zQYdx/H5eDl0RM1Yhq7DsUCzq8GGbuDBjFIuwTMC9wWSLiKgex5xccDTDEpMNRlojgnUpjFt9KX5F1kDG5kUIK0s3K7k3BsCFDRknHxFpx5tCCxXzR7eUJqwEqvlO9Bhl8DxfS6c6TaqRKwEXkq9Ixuez9dgaiYKUCfA4C1g8gaBfPVEi56+p+ox3XRkll3QnBgB2TW+u61sXlFwLPwRsDxA6sg8uErws7rPFGCZEbQe/E8GKm4O5Lof72lmfKCdiwFHVuqZSnQbJC4PQApOLsSmPC9Lct4xztsuy+zEz7yk7ZMFUOJb+DIe3vNu5z2cl/jQ4roiqf9JFK4BqQzXiEnxHqk6xig9EUVtUATUPGB7Z7/hPptvIq0+DNDpFFe4mN7wNg2TWzEabjdIq59G5iNEcCTnEWzvJYxAKecLa7dpHGMKI7bNPgH44meknRm9BWz/XzQwYQgsVjRe2ZQi3VLU8OZQ0aBy3yaODzQecRxzfveBzq99BBz8P8ByR+zAMboeGmIVjN4c01CjsnnSnTcb0aEicFxax8oDB+XMpd9AYAVMLIM2Biiv8PnEn10c08BxjMsYlFeAZs3rCxsJJ4eM+k2myHwp8NEwvz/9NMcuBLFVqy69kU+B8et0BO1RB1xMyTEvr3OhtGIHWB7TadhSoMCRjcm3KMwd3OS1bB6x+2+9DyzfJ5tUL+jgi2tkugBS/81DOvqw6eZ3c5uPvj0AnFgps+a8TIxcDsReHtYSiAXLaymuigl4orEIdDDGoVtdOrIWBXU8ozeoL0HUusT5G/VUrovgQ1AzLgu0Q+omTMZeMW3Fc9mS71x6TwTaIzMRG8XZDNR8iCXwes9DA4RjPY8BAVMEmQH8XGxlH7UNVoLn2BW2j/OBRFyRVbJynqX2bcUyiSWInX99DbSR3VPAEjuhtmukZnW2VAfgI1WZHQs8q5LHB87VYkhGz4tRiCuj1+9z+YvmiOfMxfphyDHEGtSbSDQbJF7OrwFXvxfY3QUOFnw3wkfA+qhjO7znUhZemiTXKv34CjC9yfMdfxNYv8PzxGUZCqWNx5/nytfZV6lNq48F+FZMJ1nbgcJ6Hzgc0C5U95U+G6lEugRQAfYuUHmw8vAs33XR7fQDxhk/X/S4l72G81iYl+R3P1kAJW79QQu93/V/7m+nH/BFWJOz9nkZIOT0scOpLwGSGGmduC0DOjAJ6for9gZ9wSNVztiM+/o1sH5Pq+y2bOTlj5HEo3bIF9QMqTHxGzpGE1mcXJGhQdegzXXO3AJd1VFkewZiQj7Ha1l+g+ueRPwQS5D7pcUAX+7iKjvIZgWNyuobAJ4wkvIrlqvOv8FSxUzMRFDyP+XYDa+/XSlqVy7YV+Cqqh+RPYkaHqNBDi0dRDkj7Y+GIr2j/8VmZm0lIz3t9BaLG0D2Bp1BZsjsmBm6smtLJsdOO41Ie6ToU+mkEPgcjAHXHbkGDAAsvkntj/cyvKLjazm12Oa9vErWqbzG28+3eG2+EajaBsy2JtIS8DGVNqGeZ/gWO2rG9Yz8BlgdUhSZab98R2zUiM40Voa1c9Lx7YIOKp+y0RsyjldkJiJAbR8AyxXnpM3lMI/FsDXohIWG8zMb8priqrlG0b13SH1c0JLBiUxY7MVjc37FJRMGr5K9aVuOoTVic9ZAJS1XIYFmLXYq6ojaIwCFSshb6YOmnKcwdNBxxeXQAEbCztigLKbGjOG8Ci0dsI9plILOP98mY2DUuyV+PovvNE6CE98NV6rySUZDTGdkRtL6QLInWYYkMI4l9wDvAVHMK7Yvk13xRsAsk11QytAdA+v7SEs7DG8T2G7EtDSas0EpYuOBasDjja+ohcGeUrRHBD4WBNWDW8D2NsWqwzHHBpFZBLp1vZacS9Uj7jO4BezcBHYyMpTlCHiwANoPeQ2AwNuMJfGz60gl5819jZPj3M5GfGdgmBKtnjDl4/Z5X+NbtBGmlOZI2i7X6BlEBuUi22l/dhZI6O97UeDxtOPEY532Txc5znNunzyA8rSBOe9v8QH2f+5H8M86nznj/5fdLkrpGaRcLAISHWxzifqmiqDXoOFU1BIZDQ9Gj0bVCIMdgoZmIzHpmkYRrWj7CBQCjUJ9wO/ukJRmpNNNpNg3FDC2TXfN4fRLJAYiv0KAYnOmSoKlMTSl7mUCwCrlJKW9r0XRNwCyHnvTMO+9fI/ajs2BjJyssnG9R2qRmm/BdVF0UO7dOP4/1EgNv1J1SsYxy6YACo5HWLNRVH3A6zbgtbZLpQLeAzZbdCy5VWlqy3G3gUa6vAlkO7yu+lCGS8AEinKzga57wM+GgimX9pjPwlUdKITSM6ZQhDzi+DoPNDVSn5C24blHr/H89YFSMBNh4aFSHgJxzlN71D4hs+E3uucgsLUGzIQ/e5WCIvD5NXpmecH7sy3P7xzHM19rTild6I6RStKDwHYAUklyAFJTsLiirnd0NLGBVrtSRVrDZ9hG5+v0XFXtlQ05rs7wXaiUOiiuquJpyfvLSoJTODmfBdgXSI7IlGIfDIA1kG2AMCKQglgb3yCthAwJN2GQNGFhAJhNp7FxR0h6Bb8gCC2u8pnEBom25K1Yk2IGBA7ZCWLZBYIdtLINm06r1G9hb3Q9xio1UfAzcYVpt+RYwZJNyaT9cBsCOyw7ZiW0SklW1F/ZKVOoo08TSK0f6/25RxuEmuAkGM7Z4Q3g+hdYwrtaAHsNNVPxhQ7guxxTa/2FMZP2LnCfYgsYXmXqNS6nYMVGeb0vcb7FFcBDYAp3+yoHshBb2Dzm/vkW51Ex45SK8yIozWZKjnNkGZ1YbjtUQKLzXxhIPIttuSiIeJ7tRZie59g+eQDlvO1Z4KQvVooCzfMexNNYmYuClIswMKcce4j/9AWkQFp/pdhlnrSVIh/owEFK6YgODwFAwYjXFAAOSL+jUdQtJwAZf7+gaM1VNCJ+0xmvwW1G5qFhymL5NgAJUmOjp0hhxl4Q8YWMFSfRmaMgMCmvK90BMiDrh0jVLqt3gYMpmYTVu6wEiA6q3Qf8QZffNsonx/E1KiPMt9ijIkSdSk5HXAwAt8fPo6GhjBR4bgFngWyXxrvIkTreWukc4pICzSFI3To6ruW7dChB1TrBy7FMeXwUPTbgiLoDLwraWqSF1aIQ2q2ANjJhu2DZbegYH18pnZczYrUDLfS46tI/zSHHYPIaML4j5+UpDkZNdqBdK19vOe2cJyCqH3FOWPC6/Fq0uhx/NgDcAYGQKbTWUEnGpN7nXCu2OG8Gu4yQqxlTQUnE6rrjGV2DzTvnE6tNnJgmtyYoMlY9VCQ89ZWeo64VBkmLkNqaN5xb9piAszqklgJTOi7XCkCoIipGwAZiDRX9nmAuNpp3jnMppWzEnCT9jNJAcQ0tH3TtawEUaZYQyExBFUl5A+AaewgZ8N2KOvIMaYmsE2aq9QSH7RFS2jNpviK94niPQQLtciRdkZx8ZFDhkRYrDDWfbXuslNwB532ct7mYodhi3lgtAGkBtw0cXQP2W6UsY/AVbR34+SIDzBBpcUS/EQiqgNX7wKMt2kAbBGAE1oOYNhPft8FJu3ZsgGXBe1h8CKw/4NjHZSZi1+C6Zqt7rPh+hoz2b/IpdlfOSqY/N+8RpA2uMiVUHwBHX2XqLzwSa7iQHY2M4HmA4nkYio8bPPwxgRPgOwmgPG0zva/+7y6KZF9GaudZ54nfIziJkbUQejahwY+0eaqGATrg1TNEAUiCv7SwnFcO1aAT57VS5kNRuvK/AF9OO2AEPv0cj7F+h51T+9eaSk8FTCKd6ebA+n2WIG4e8Fz5SCWcd8g4eEXYZh+wYjXqe8DhmvfeLgAsea7IliQKPafDCEBaATafUicxeoXHd47MSzYDZrfJuhz/b2liFIEVE6VACqY+yht0WLXEfzC8lnxMB5YWy1NEXz9BYoacdCP5CMAODa9bS2yo41QCSNmUqyYHx0X6nKosjKPTLG4B46s0jpt9Xkc+JA1ePQTB5pTjOXkTwIjGsrpPB2sKllLOPs0F3DaBDaoKC2DD5+jvc7+y5DN0jVIuje7V81rbNceurgVeB2DHzZrAr7yqKPwJsD4kiDQVU1vYIgtTRj2DgE6qynEdkwKLrt280iZ+hcSExYaFNtBJtw6pc7EZAqObnJabB6T6w1qM4hzAkHPEDsQSivnxAamk3DveVzYArES+zWMB2oLvX3L6rT7vAKtnF1M8Jr6LGcjSBd5fNiHQaGqObagJdN2cxzO5xqTRPDdkx/KR3rGTr/oJcOLEclWPkRbOi+XsRvoXL1Cf9GAtAXIeNS9D3nOsYnPS1FhpyNq5QPiCcyiujh7TVpE9dSteYKH3JxsLqMeLjaxHTdD66CrTgqvHWhOs7kAmaqD+JrB/xHc6KxQgeMBeY8+TZkPQagru3x7xvuolMJdGLWwYDGHJ+QOLJPhffJ2sbGSJ2kMyga3j88t2gNLQBtgMsHtkXUYzILvK57V8h6Df1QRx9WOmnFJBQHyAf7ql7TsboJzFgMTfXxQlXpQxOe8zF5mYASf6iEQaP/YlMYq8EOio6n1wBdbQaRCi1gBA1zWxZd4XRpGLKGeI1owRbKzE8Yo0gwxlEsJKoe6WSOXGfRCUypx1/R4EG80TYP4VXoN7TGOWzdSh9QodSjhSRC3dgXGKPir9rHuMVQxGYrgoMk3is4wgY/Q5OmU75rhkjoal2KVuZPkBUpO04GRwpmxmV95iL49yytLgo5VKcy1So7o4drEVuWulTQhIDc18C2ALmNzhPW4eE8Q0h0jt27Oc2ofx66wYqPYJFJslnXW5Bex+kezJ5hAYv8Ky32CY5opjMHmLVQrZNaQVZjcPOKbliFR7KJEavE239YymbFKFXJHxGuzzomqT8rpWdH4gQXWDBMraVkyQpVO3jvOibpVGXGruBTa/Klsg7ICASmW6aQVuh9TTxKg6xLea90BizqL4Oeo4gkHqqwOBmWzGFZizIXA8oO4pHBPgNIq0PcgqYcU55qNoVwDC6TjDV+is6j1gnQlghy6t1W9lbjYa3/j7CHSgd2fSXXt6r1qN+0bMkNgUYwEj5iMYkHGcMWWRRZEtuvggmpgQwHWWlmJ2ao2vUlyx34lfsuIoMjxoeP5mgtTQLr4fMfWKNZIo31W67RwIQwEoKI0kp48MwCFwOAXa22RG2n6qSe9rFMy0D4C9/zeZVb+RU687e5hZ/hyeSMcy1fWUwOzLwI0vAqs58OR/Ui/WHOjQG1XoCMQaD66xEzS+QQEgmNKsH6k0X+97pufW7PP6pyOgNbTF2baWhgBQicX0LdISJGEFNixsdT6DtK7RCf9zHqv+sraz/M4fI0PyrO07G6D0t/hWn95OT5aLUmt9AHIe+DhN5Z3ez5z6e4+J6Pc9QaDhrvfViXSFboVTRZOpBNUAUXjqN9RrwHTgxABptVYTBbAzdTw1AjRK3/gG7EK5JqW6/IBRgjvujnUCJARet5VQtZ3T2Hip8WOLyzgs1okN2Kdx7rNHpkZiHCCxbwQoEVxFVsjKuQ2u02CN3wA2c+kdcgKTbCIjOWf6IaWHBvzKZkD5KrC1xfPkA2C9C2w0RvmEjEcCZgDTNnKuNue4Bxn3QnS0kWDQHQGrh7Lfhe7L8pllQwpUm8didqQ7MEP9f8iv4ZhDVN9kBFdMgOnngSD9SQZWqNT7gJ+TOWqWQFmD+XhDjZ8DDa2ZspdIfVfCT3BssgFZpODIhNgSHXMRRZWR5RBFHruLQpE3AoANO/u2S6CZ8Vlkuuc2lqcKIIeiA6HIxRh4jkcED6mUc4vpmfqQkbxpOE5R5zG8w2PWh0xLuTXnYWuQtEkWfMbllvbZEPQVOfUfxS6Q611aP+R31N09x9V8jdGYCOT4mEoJct6mG7eo9Yq9Ufyx3o8NWOpby0x4XiukO3NHgL/KVEkIBBJ9cjeIjfA1bUFeAG4oU6Dz5mJGvIKZVoAoNAIt8b1qOZ+LmYIViXh9o/etoIC7vML7Xd8lKHArdE3ycsAsgEXBzwyv0Pm7NRAyMrLDqwy22j3ZmIdAHZ/9mHPTL+noo/Aenu/bYApgBNhtljajAHavAPWbwKMPACOQ32543QboFmS06DplO7FQFt3aQWteQwDgC6Ut91mtZl8D5vtkRqzhIoblRGnpex27ZDxSJdqJdLdAcmpcE+1+f7Nn/O4sMPMsX3Z6/6ft96ztrOO+JJDzpwAF6DxKOPUzcPbDP+8Ycb/TYOc0+LjoAzyPaVFqJ3bPBOS4PI2GlWF0ii5Tb2t0jiSIfoYDK38GcqJeFL4HW6i/Cmx9Lw1yu6CWov4muvU01iyznS+Axfvqyij2JhpGE6/fnhyCuGaQlyOC4f/bhQSYhuWnYY5UyZJKgyMwC8qyqHIjGvBU5aSIzeQARhLJFUxnVA8Z8ZXbSOLU+j4dg41aBek56gVQrIHNTBFVLaMrUS0MgYWToTYDpkWMZYRrCrIPUcjqKrIweUZnWm4BjcSIWSGnuGQr+hDosNo1km6g3mMLbXuFEVs+5TWYAEbVW3QifsB7CR5oXOdgw4pU//JDAANg9jrBgQOw0bgVGQs14hpGMLpfaZ68YzdVHAnoxpSXnFmsmEHVzUEDJOMbq6P8EdN8sU18FEaHunPqba3pEzhXiy1FpBJ3miFQXNfiiNsC3O+rdFnOxa/YOt0MOE/yMdCWBLtGoN1txFINyeINbgL5Rh2SWwLKbML1ZQykR4lpqBOogPcZotOJr3CkNsSIxgUWrdIJoRLgOCKIjH1Skqg2HscCYUBA3e4DrZ6/HWm+2+4difoct9ScFciIYvt2hbTOD3KOjx3IBhg9x7lYuUylvzvUI0VRfLPhucodYOvzwOgGRdG+5dyIvZViygSBoGPtgWZHwGLG6xndYVrGfEjNhz/sgJYdAMM32EBx9RBYv4u07ELUmzhQlzO4oR46hkynFcNU7aNbQFS2xAcGYeV1AonqHtKSA6HnJYPT5zzHvgn8eyg5b5oj/i0rKf5dyp75Y44VAuAzguig8TORATztN07n6M7bnuWb0sW/5P2e5xouuX3yAcpZDv6sB3AWKDnr82dtz3qgF3l4z2JZZGhiZA0Ace0aGKSlvGOU6ZWTP93wLDrwqE/xoFMo5ERTq+3A1Mbki8Ct72GueONoxA7nMqKO0V11l8d3++ALh84wn8B3tmcYis6JpZ08QVPzWDR0oHHzG6SXNWkRBB7iwWP799TjJaORiGtmeEXmviHt6ubsZRCWQD3hcZtjOu4IghBk1Cs6QlsyqjYlhXTr+0h9IzaPNOY5r6W8wn29nlsrAadXHr4+APw3KKQLgdeTTZVSsorOMqA6IoUcG9jZEe+jOQAWf8QUz+AmGZRapRuxB4fJRNUbLe43Z4pqeI3rpMAS6Kze59wpt+lQNnM2HiuHdGjWSqsw4P3WR3xkg6tMx23GYCWKAIfpvzNt93vkSg3E/eI+Egl6T+2F1XVzcpIeH1zjOLULOtBsQsNuNTfslM5l9BZZlPqA32N30OA5Z4+/CiwfsA+HEyuUDXm8fIundGvOsXyXpaXeA9kcqc163Dw6pieWxEemzFsygGlu2t67p7QToPSkgLdbUdPQ7isVFgXVsVKt7b3HGf/mBVA2OUWz+a4E4JMuEI+ah/ZIWhqBWJPz2K5VN4KG4DiuCJ312FPfko0CpBcZQ/kLNiCs5/xsvs1rMDnvNR/xOE3UZIHj4p0CD893rtjm+zW8qRWurwLlClgOea6ipIbGTvmMtz7L9XEGO8DxHzEFE4F4kEanPuL8rocUqK6/rrlYiDGSYDYvWN01fJPt6f0GePD/AZZ/CNhGlThj7htBdkxb+RbADBjtch41j0FNjIKXsOQ8i+tRZVeYHhzuAEdfA1ZrpHRVWq4hzrG+r7pogHt6/4v4redhTM46Tv9vLwmwfPIBynl02Hn7nmY+ztueNgFeIsV14lqUj7ehiygAIDZmi8uce9HqJwS1kUGJh5NTQE7DkOkFdGsAoh/tgFFS5YBpxs6J1VXgQEbfZjxWWsND4COto9OnKvsgIud1OkUonbdCKi/1UUXfBycRgOV01MYiqQGd43VDTIsdskKkvIq0Mm47B+bv0UCt7wFuDzAbOhmAAMLIKfY7zwaJMKtClPiAfT3gVOY7Z5qiPlBvhwmSkLNZ8l7cRsYsZ0MwlPLfYkbQqKw65y1lW4z+woBD0y7Ikgx2CFqqJxwbtw9sWh3rNvfJcn6+WSm6zFjt5FZcvr4csOV+PuLxN4fA6h0Ctdg7xO1JBLuh5qbc5v7rvS4tOHsNCEM+i0xppNTQTLl86+gE+1tqW96bw6mte2Rd4jO3ZHymn+dYLd7rALeNqTPPew4RnElIGtcjgukcFxo9k0FvPo0krpyBHVFrgtByh2kyJ/YvNizzFVCPBKgW6Fb8leO30nVEBi9F6dJ0xUqrWLbupQVra6UZDwg6vN6D2OAt6WwiqyHdhhVgjEDQDgCMkdrct9IANY8Fpgzgh7IVFQFMqAC7AlzJ8bRi4fIrTFM0m44pCo7vV7HF67PSG8Vn6RuuZl5/RHF3Mxcogp5rJrZoQ2AQ7wNDitezCccxWIJMSHMFMAAIOVmRchcIb/ZEv7IFkYVaH/BvZsqxaPf4jIptPu/iukTJ4HIF5W1grHTp0VsMQvIawAAobrN9vXfssdQ+EsNkKbyefgpwGZAfsvGl28geWyRNTSYt2/gzwPgmBbrr9wliorg6GN5Hv4KJN67v/RTPRXzMaV90lm+6rK96XmDzHNsnH6A8bTs90JcZ7POAyUV+d9ntFO0Xu8Ump23k+GOOPiD1EYgLtpnTx1PEmjnQI1pG3cHJwAscbN4DDq4C5g1GKMs9RbEGMENGWPkVqduP+HI2ot37DeVSxZGEmv3eJDHtZHR/cR2YVPEAdGkDQ4c4eovndWsanlrsTexBke0C4y8Co1fFHlSMNtdfB4IcPFRJkACSBVACGKDr9ClGya8JBqpMRrKVDqFEqpyyE1bEoGS7/PqBKPrISmW8rmxbOgaJ/lb3kPQZvuLnR9doQEevky3ZPCYYGt9mJPv495hay3J+rn5Ixqic0gA7w2Xo8wUdX/2wcwpNo4620gUYBwpUQ+fQwhxJ/5JJ77F5BCzvc8wHVixMRrofA+5XXqMDrh+qGVY0smITQm8uhwhq+1NT6Y/oyOL6KaM7emZ3OabNIed8u0FXIbJg586RARv2Hen3HomliZUfRvoNOyMACWLlTE4AFZcSaGqKfk0NVq0s0XWgNegYt3hvAjNGKRRbdu9VqDhH4xYBvl9TMB6C2Lo5WCp/jLSERL8sJ8R3p+ZYuEK+LCMrkNdp6Ng0zXBft9L1ZoCpdO6Gl+zj8Qq+X/kYgAAsFIyYjPN1s6fSZmkzQs1xbiRsthYIGfUn9UPOz7SQZR/sKbBJ2pwa8FfIWrgFUqVYGFLXgiBwvkf9VzHrgGi0kSYI1LWdSR/MCDYzSzbFDPgeDl7l8at9vjvDHfWSAWBGOrfj3Jh9AXj1s8BSIvD5oQIXBUym4GcmrwMLD2AJZHqf8mscj7jwo1G5vav0O821ILYxQBdu0AWZ6Nko9N6R036oHzi/DDDytO1Zx3oWy3OB7TsboMStxzC8tAf4LHT5vOeL7EhE571jRMGb8XwhogFMXV17x4ifCTWj/+y454hVHug3fJEOK5acFhNqNMJx52xnX2YL9ZCzxPhwCRjpFWJ3VqCLMo3pDErqzaLrCaY3bP0XsAcgQ2BUNf40MHidOd/NPR57c0/7lezYuPUlUqqNAcxdIOwD7UOCLK9UVNS9mCGp5dFrZAoWX2WqI2lpnBxGo3z9loySHJtrJZrMSBmbmpEwKt2CqjVint+OAbuF1LQpBKSFGbNdRltWKZ/hLoAB0iKB2YQO2y3Zt8VkjAD9EcGaO2JVkF/SONbHZAZsyXvYPKDzjoY8m6oqZcy54/fkzBqCCAdV4ShSH77Ca4Tlir2jm8Bym7T5+DNkNeyAc8c7pJbxac7pmRrtZyXM9BWS1igAqR+PnQJ2G7AVUhqyeowEeLIBnb8XHe8dUM0755na2cd5GN+XMSN25+lcvdfzLZVmWhOUuQqwHt2KyC1QCwj3QURoOrbFilnKt+jo2g1gj5lGCT2wFhwAaRRi5Y5fIelPvPQnEWBFMB3TldFJZpaO3C855+I9BujvJT8a2c7M65VqBKZsx8xEQS5aUMjcIOnK4FQi22NTsEQSrG4WWi+p4MnzDMhv6h1ZCHhIA2M9Url4tF3NITD/Iwhd8W/jV8iW+LVaEtzjfsUWmKJ9InAjxgoOiQmNAuv8OlNCjRif4Ra1aAFM/1jPsXkCYGjV3K/V+IhtHBgea/I6NSptq/RZTL/mgLkKXNvhQpf7c2D+CLj5GlnLxRo4fp/Xuzomi2syXo+L9i8GmUBaCT7ZQgWcF3IZZzEnwAU//H/O9skDKBelnU4/sD5Iucxx+tt51NfpY5/1u7P2Oev4ov4SQ6HPGOW/YymfHcjIqrLAAEm0mqINOed2znNnc75wvjo5PM2KlH89AhtOrWjUBreA2ReB6S7FYtUTApXI2ESaMq4F5Bs6St+j3k+Mm8YuvYSnmR/o3uU4823Al0AZANsyEvKVHOSQhqUsmYpwj4D5AXPVboFEY0OUcb4L7H4fsPUW2YXjr3PcMqP0gahVt1Sufoy0QFq9zzHxx0ylWIElJ6bJjsksROCBjCxEcBJxRgFwZL8yoJJjNWD6qjrmfTU3mNJxnoxFEgEHrbx6yHF2K3bgzC2w7ok4qz11+tRzKbZJO4/u8B79ErALVe144UxLKr64CuzcYqSJnCm/HHJ+BR3G4CqdQnETKI/UF6XqnnVawTqn8y6vKne/EEMiRx8Cj2m3ueS9HXZgzhgkXZJVCiw4OulC4t3cUhuRaPLeZxE4710DoKSzyhZkqdyau2dB4GCtFEjeaVUs+Myahcp2K5xgaOCQ1o3KBeQsALPhe5MYzAbdoncCU6lr8kbnjzoy33sX5LhiFZvfAFgqtbgmw1lXAEYa96xLhyUdS6mAwRPg5QLccSXjZi4AHgQylXKFdC/1voCMA8XRYlGMmBDkvP/yKtfxAmQfwGOWV3ne6pDvVD5GChbWH/I7BsD4TS4AmE0JvKs9MpntXYq+Q61rc3yeNjISYvaKm7JJA7GWINCYGQ5PHYCjAlh+RLDZNARv6w8YZMTAYf4hsH+TTQwjG2pLBia+4jtVbtHevG6ACWg31oFp1XHGOb+eAsuvs7IJLe/bgeOWlg6JplDPOPWzOgX0n+mf+n7oRYHJRQPul7x98gDKRbezBvs0qPi4jv085zjFJER2IWoiTEHH4FskIWmWybFGJB4pxNA7HkSHA2lxwNj7JFUBxDLHgX4OrEwZvMLotgVf2rBG6pLaT5mF+Hc5lRPlzhL9pnV3ernsqGdIYEYvq1sygsm2QPFaoGHpszbNnE2d8olo9m06F3dEYMEbRyonLq6xvDEUQLWi44kNvoJFV3IcnYJHav1fP+L4tIZl1miR+sqYMQ3j4BUg2+HxmjkBTHoODVIaLN8GRreB/CownnH/qiW1nQHYTBm5oSHN3q5oCPMxQUVcwCx4AqTlXTqGtLjfGghz7l/syInudA6idkx7FDKYwdEIF9vA7E32eshNat+AteeCbH4JhLEcRg+U+WOmLCJgjU36TEHHVdwi2MsqgpAqY7rD12ScRq+xEZ3zzNnnUwASLqdUYNCzatTjwlCTEPvxJFDfn/cNuKL0Ppmf2OQvppjiPPP6XK7nWEw5dRqlzgyYQvHSVRmgq4SZgOlCx9/Zod6fnA40tpZv1RPDV/rqV+1EluK0czIcSy9NCWzHULRzgdASXeNFkz7WMUgDsjzZjPM/5EA4BnuKrDmWbq33N7IqFc8R1kh9PCKrhEAwG4MmW/C9MxM9zxIsQ95myiQbAfYj6Ucsj1PvC7Bt+LtyJsDh+V66VsFY4PNFja4KxgM+IxDLt7ii+eTTBDLecUzaNbDOAewCbUZ9XXWItGhnO1fH1xXvNYLPzTvAfUsmZ/UR56h1vF+/Ao7eBkaBzR4HSrlZsdn7cwDbauQ2EIM04zvuV9R0tRFIt0j9ePpOP8RUfLT9fUb8advzBNovur3E870QQPmZn/kZ/MRP/AT+/t//+/i5n/s5AEAIAT/1Uz+FX/7lX8bBwQG+//u/H7/wC7+AL3/5y+lzVVXhx3/8x/Frv/ZrWK/X+MEf/EH84i/+Iu7cufP8F/Oi7MfHtV32OvqsQjj1u/7/5bBhkRo8BUWU2QSpcVI24D5+DRpeIGk+ACTAEBp0/QTiPr73/wZds7cBXzRryVo0GWnL4z+isUkOtwdUIpuSjK0MSTZGKo1MxtnhROUDXGf0fKCBXLxNujbfAdCSLkWlKgQLtIfA8o9oYIsx1wBpDpHEmxEQxV4UsQTVZkxx2IaOLgKUfEZnaaXHcIr43SHPi4aO2K30iMSEZENW9Axu8rPtMYFNdURnV+4iMSmuZTXA5E1gPKKWYg4+w3JIo7j6QNcYe2WA+XUMySINpsBwm0LQzT5LvwOYry+3VdkgQBpyMgWhpMEMBeByYPYGn3lbcUyaAzrxwZBj5XTLWQDm/3/y/i3W0uw6C4afOd/DOu5znbr65Ha723Fs5yOY7w9EQrkgASFAQlxYAi4Q4iISXBCRKCjKjSNZjsgFQTJwAUJyIAq+5y7OBeEi4v8jQ0hsfGjb7T7VYVft0zq/pzn/i+cZ8117d1V3VXeDiFlSqar2Xutd853vnGM84xnPGHNOnVJ3wpNZqwPAH6BnFCJSPxhrqJaCOlH42VTMkqNDtdJMNxWwGwsERdHrBZ9jp1SiCUjrEySGoLmg0NR6rhiISXqoQCaguoNUYdFtlFbSGgO4TrMJUpVPXujnHsjnQDfq0yZO+9IVoJZJYnInbZPfAXvXrIGwvSeVVgkVUgVKOtXbnNK2LbC9JJAC7d1uwfXlLoByAbjDHjS5qPm26N9Erl5MwxGvAahaSQAQYkk6sUnWHdhOT7axuIj+kNKtFHJoAUjv1C4IFIoDMXY59TIOvI92xbkyZimTYH75OgFq2/I5xD0xj9vpY79lbhzXtJsQhA89MHsAzP6EdiBEYP0S90S7pJg3zgTiVqA+xwCtgrr2IbBaAUulJbMBCDozzlH7ANiIvbl/i+M6X1InFgbAouTeWc+B4QvA3jP87OxNfc+a9xgbjcMhMYmI6I8LeVJgAvRg/KN4XV1/j/v9+72ecjwfGKD84R/+If7Nv/k3+Imf+IlLP/+N3/gN/PN//s/xla98Ba+++iq++MUv4ud+7ufwne98Bzs7OwCAX/iFX8B/+k//CV/96ldxdHSEX/zFX8Rf/+t/HV//+teR2XnVT/ravuGPgsa6+opXfv9e/3/a73oaysxt/Wzr39uiQz9m2iUb01A1c6BQ7X8TkFpsX22rbBvcTjgO7dZ7tihHAxcONKbLHwDuLkFFc8rNiKp3/kHjSxqTrTy6L2gYBzcpdo1R3VSPlaYpuNmNjjcdjQM3bvOQTtooc2t8lA0IUtDRaCzmZBiaUwKIdP6IE+jJ+V3dBXD+33loWXvCPLuVJEbwe8prpOxjxT4q7uyKkdx+XpnA14DAo6tYCVGf8NnkJfs0jJ6nU5x/jykG6+dSiqVoNN/FSKWac6Z86hOm3sa3CcC6NeBGTFFNbrMHQ/dNzt1gRyBgALiFnnvGsdvp052qNIoxsCdjOi+B9QiIDwlEVwes9GkCx+AqYP5dzllY8OfLt4FC0W+7QOo8a9UMMdJBWBv4bg40ipBjR6Dkd3htN5T2wBFUDXYIlEIE8jUjcDsPp1srEj3j9JvA2QmMmoOG/TsKDJ9yTVjliJOTTcdAlIr0VZbtHLdEmyvdI3Yg0zhiRBJNpuZxOefTQSmUCz5La+3uFOEnQGJ0vzmlbYBiezHisi5FAl53JrApjZW3aFz7KLRIzeiCRzoHyg3481gqpadxeIck4I4gYzq4xvG2J6qMAX+fjXiv7UYVSSvAP+Svm5W+W+vbGB3vqWN2+i7blw4ERMvXAXefGpL9zwCjPbKWD2cE+QkQagwpfbZmALGZEYg5aWe6+5y35SnHEJSWUqx3Sezspb9yEXAteAaPVzr4s2TRlt/nOvOqfNu8Cdx3ZGGahwCWnNOFxNY+A278GLBTAosIFGKD4wDwYpltbrqIVJm0/fyTnvBJ/M+H8YmP8q3/mwP/DwRQFosF/u7f/bv4t//23+KLX/xi+nmMEf/iX/wL/Oqv/ir+1t/6WwCA3/qt38LNmzfxO7/zO/j5n/95XFxc4N/9u3+H//Af/gN+9md/FgDw27/923j++efxe7/3e/grf+WvvOv7qqpCVVXp/7PZrP/lRzFh9qCf5mE/anE8yYJ5HNPzqJ9f/dnWn5R+UZmeDzRM42dJoc7fIMPQWmQm4+xLGiYTDhoD40ukNs7RKgecDLbSJtYAyheMPjdK54QGjKwa/j6fIp2hktI5AX1/DAkfy5vA4CWlAhp+d7fiBs332BMhgo6nOVMEZ1HEhpGaz5GenTeDL6cCgZ5Wht97sFWqRdKim8sj/r8+A+bvgGV/G44nyEC3F8D6Hs+L8Z5UcWJjbF5yzlEIHENxjU42SNQZIsFNviP9xTMsSy5K5s+rC0V0M2BzSOPY1YzuwjkNXtMqwlwKsN3kHLczOpnhTaa13IYppSIAg91eCNo2NLA7L/H9rRxWV2spDtOygBejgRpY3aPBz/d6hx/WwOYO118xZUQdFqTOnVNqp6EBb1uk1EJqIrYVKdZzsNS6pCCxFUjKTPewJovkB0qBTZlaa06ZctrcY+SfDugzQAwQMGBrr23tt6jUp3Nku4Ju3o/ITHmBkJhpHXmxSB0vlw2ROvVaI0GIxfRjrvOs5BgdeI0aBBNeOhAAfWrpMYDk0stYC7sHaRSi577sziSC3gCh4D2mDradAFHDebVKunYq0anmLVZykPo65/n7nZcJGruOJcTzb7LSyWVc664A8pzjCGsyFmnKC76nXbPaKkY2S2xO+33kp0Be8VgEtLyO9wRFB9eBQUYWo7jB5++Bvpt04D6yA0jru8DmAKj3yKa5CqmLNSRsdZBwPfCerUtzdHyWmWxXqijbBfb/H+D6x4GqAlanZFydA+nOu8BiwbJxF7S3QOARHNnFtuU9nJ1w/3Qt1wriFlC19HfRr+MEnoy5+l8NFv5XXP8px/2BAMo/+kf/CH/tr/01/OzP/uwlgPL666/j3r17+Mt/+S+nnw0GA/zMz/wM/uAP/gA///M/j69//etomubSe27fvo3PfOYz+IM/+INHApRf//Vfx6/92q99kKE+2eujYkEedZ1HgY0n+d7HMShiJ2ARu2jBzgFuRbFXISOdF3R23YoRgHMgOHBylmbAPQ2HH8s4XY02MxlbAQCjecNS7IaljjI6Zjcga9FtC+d8fx/ZUH0IbvJ8m2KX0TYK/nEjYPA8sPdnOJbFt2jULLpIZclxa5okQnPK9fsB+r4mEakNui8JAto5KJw7pJYlrMAoca7728rzuozOdvU9Ap5ih9e2nhJQ1G1gLyvYCn70Au93dY/RlhcgyqZAGJI58iMawcF1Aotuxu/Z7MgRLtg6e/MWI8A0jS2NmXXDrRa89uaBmJea10RFkNoumfZqG2Dn48DRy6xuWmpeu4osxKoG8meAcUFKuzkjeAhrgeELXKr2QMueDuUBhbxhjXTUgR1jENZ0iF6UuBeD5iYsFx8csCR19Rb6k7LBe7/4DpA/JMDqdumA8hHXEPRM85IiV1IbW0Ahcl0AuKTBMCbEQQ5poDVT9L/3Q66LbJ+/dznnp1V/C9/1IN4qTrwYCT/iurKD6xzYedZDe0m9NpyYDBjDZGv5vUCK2RL7Xeh/HBragOaMJe71Dd5LJxGr67bmpUF/cnDGecN1rpNOzwyt5njYvy/bIZvnwbRQuStdFwRQSr7Pa03FDfe+aWHQEmwvvsVn2ZyRWRleJ6DPh0Bdcr8FpbrKMTC+ztL2LOqxao5LpVpyBRqtQM3yBwSB7X3Ar6htaS+QmFifSWQ+Zl+isKEWJRuq/L/js3ZjprPrpVjf28Dhs8ChB5ohcP4CU5ymBQSQqp1iq33QsM1BLAhSHn6f7QDac+6PfEx73CrgRM3/OyD1jbIGj2mtGIP2Xq8nCZj/D389NUD56le/iv/23/4b/vAP//Bdv7t3j3D55s2bl35+8+ZNvPHGG+k9ZVni4ODgXe+xz199/cqv/Ar+yT/5J+n/s9kMzz///NMO/aN7PQo8PCI6e+z/3+9zV3+2zZq4/n1J1yHhWFjTMLVL0fnYinbNODkkZw6hcevMmU2khTA2RGW05SHBRDZWhcADIF4IpKgixwsc2ObxBcFAlyFFezZ+VyD118gGNA6bB9ywsWPEWr4I7LxCYZw159rulHtpDuznijjcBJTRrwFvjtSrb8kO4E7pbCwP73IaNjvvJ+q5JB2OR39IYc3rmSYBkKHveudWHALTVzhnYUMHX5/z+8YvAn4X2Kw4DwFq1SEH153TaHW10gEbMjphKWw6REo/hJq9RuozzkFcA+d/xO8dvwjsfQyY/5AH8hlY8Dts9hY9hXmhBkXDaxrzRqCyvgZUZ9JieDapyqfs2dKdC6ysuCaKmzrz5C6wtu+qkc5p2T7jydIfBg7L63xWRQNkD7kO4opjiJHXK8UGtYHXW0vz06zITnSuXx92fpGlEV2JJLK0dFB0vP/UlVggxhpveX3GlbqGMYjSRnRi0VLVhbQH5vDyHWof8hzpNO3trRu1TmLGufBjpDLl7Xb28dI/3v1KaVgD0o3Y0TmBa3GH149iTKPYkuj077rXhYQ50NzXv5eANYVM973iz1f3uMdCIBDtGs5TKcBlx2tYo8jYKUBBf52mA+Jx/55sl2nJ0cuc3+YBr2/px2pB8Du7zjUwPyaI8iPOXQcA+yxxjxlZvGoGdPd4f1ngmgprsc055z/bpVA12yEgKqds0R9zsXFnSGcFxQcECfkYWHfAA6XM21oia3BNTz4OXPsYcPIWcPrH6NsMOAKo8QtiM2e0geNP8nfVKbB6rbepDkjVl6lYQOvmqXQoT/va9kkfBOB8xKDoqQDKW2+9hX/8j/8xfvd3fxfD4fCx73OJy+crxviun119vdd7BoMBBoPB0wz1o3ttD+nqxD8qDfNBrm/Xfdz1rrInV8ejjRy7nuIOa0YtPgcw5GYKHaM/Y1LgaKTzHVKovpSzUy7X5frdTZ5/kU+BzX1pC855TQNH9ui6GjTYqgrx0jpYb4v0voqAZPMW2ZHqvkSNkfnm0TM0eOuH6nPQIB2SmBgbOZkIReY54HaA4cvA+DkKRat3gM0Pt6JFA3WRhtPEf82iB07tmmMPUdFyCVhnUDiyQ4MjRvLre5xz6+8Az5RNVLlrs6E9cSOgfI7shStIw3dbTmPzgEbRKR3XzZHO3oGAU0pdFQRY2CBVnyACWADVGzSk+69wTqp5L+SNkWwDArBYAYu74CnSLYFpWPA+u5y9L6zRWL5PRmt6nXOyqsASzA59oykBx2CRY7c1z5modQOXXs4PnP/U/Tigb+sOrsNYa8nXqn46Vjqr5Voo9jln7ULzoDXt8r7MNyskTp71IN0VAuU7AEreFwyUQ+tKOhkISLgooCrq3oTofsjvKHYATOjEyoxpHY9eKtLao5LzN3CS7yExobHCpXb6jzT4V1lbUf5Rc+9rOeO1tEmZgg6HdF5VJ41OXBMUtDWfv13aD/jdnUCFgfBZxTWfD0B9xYprKmYaQ4PUL8ZSxHHLTsWl5hRi1EqCXLcLpsoiWb6gyXKROpf5nxDkR0hntBBQL2jfCrFVcMBarFZmwKHlFOUlmQxrYxA8U0qhBDAFdp4Ddp8B5ksADwieG1D3EkcUnLdz4OJ7wEWmE8ZPZJIarqFrHwOe22VwNT8Guje5HrJDdpt98RmWHr9zn/d//Tpjqfl14O2GLI8Fd9aH5V2sma2LRwW0j1oj9v7t372XX3u/9fdBXx/APz4VQPn617+O4+NjfO5zn0s/67oO/+W//Bf8y3/5L/Gd73wHAFmSZ555Jr3n+Pg4sSq3bt1CXdc4Ozu7xKIcHx/jp3/6p5/+Dj7o670eEB7xu+0F8X7Xe9LX9kK5umi2r6s/6S1X3mcIG8od25HoqZ13ochbTif1Tsl7J+Q8Kc3tKhfLeXYtI5K2odO300uNwkwdY80KG2uxRUGmcTt+rpuz10B1rP8vaDCzsTb0AFie80C85gGvmc4ZAvq0VNFHFrGkpuP6T/Bk300A1nuAWwOLGdMHsWIlC2pGMut3+tRVNgIbXgX0PTeGYP+SCQ1QbMnw5FPNqww5OhlVJyO9ZDTZzCQ+3ZcgVsxWPqKzXd3hHG7uANj0Tsblau/d0vnGVqmBCVNEHkCpdF39kLR5MHbHAT4Ai7eAzRt0MC7SgfqSYHD1DiuCwim/o2tpMPMdGslyT4JVz2cRPfuvZLu8l8oi74bPbgOC2ygxJSzd5xiRpq6pJmTsBAxP+Xy6mSozOjCt4JF0ST5jxNw8ZDVFWBFcYgCEDKjXBC+xpRP2OR3P4FkKke0sJbcBQYhSOMUhAYwr6Ii7DcfmBXC8ABc82GXXKx3kGG0bYHU5kt7El5p/h3RGp7APMVvk3GRDIOr5+oJvChve22Nfj7MRYlnSYZpeupcx11mQwzc21EUKWI2tSQcVirXyJddYeZ3rvJtxv8Y1HXR7X6BMWiOXIXUkbpX2s5ORUQjMdP0etyq/GLhni12mCK3iKGquE4PUit1Z8T1W/muHaOb7QLwOLB8CyLkf0PCeWgH5qMCpmCgwCL2tyiZc08UNfh6Ra2Zwi6cgjxywmjLN09wHsOKctgvtOVvXEnAHADsFcPgS8OA+Urn1ZA/Y9+y/8nAfWC0JVoaebNvoOrAaCOwZy21iZQFLA7fWmfmxvusqE/K49fS4nz3uM0/i595jjT72ex/zeiqA8pf+0l/Cn/zJn1z62d//+38fP/ZjP4Z/+k//KT7+8Y/j1q1b+NrXvoaf/MmfBADUdY3f//3fxz/7Z/8MAPC5z30ORVHga1/7Gj7/+c8DAO7evYtvfOMb+I3f+I2nGc6Hez1usz/tZ9/vgT7J63HAxP6+imi1+LZ7h5jjj52iR/B3EYxOszHoRKtLl2AJ4UodM2sZkZabO+WpI+BOeb1QA1GGxvQqFh0bLRksCpbDvsr6WM+U2DBatzNv4BSNNzQ87SnQ3FV0LHbCInY/VfSc6R4qABmNssvoEKoGqaV0qJDan4eKDi52BBFuSmds0Z4b0CHBU8A7fgnIZby6ldiWLVZqu++LdzL4Ms4WaZvuQLeBXGm1VtFm2JorN9LZN0Plze/3kXz0TNMMnwcmzwF5Bsx+AFz8NyA+4FhcDSy+A8zvqgW+60GVH3D8zUOgu9vrRVwGQGtku1EaWtHta4pffU46v5Kjac6Bzdt09F1F2t1NkZxUVpLFQQW4Vo5RQLi+T2fhB5zX9pxzUl4jq9BcsFoprPrUYura6qRHkFgaWtcQGM/2eFSAP2DUni2Z+kx7twT8rsprAbglUpM2Vyiq30FK8wA9Q5YP+PtOaVMv5sUQSXR8zrbPTM7UAQgO6cRmBzmeCd8Y1mQxwgaXmnM98u+rdsL+u8UO5btcR82Cv8smamS3lpOukXQ8WclrB6VshteA6aucg+aYALCacZ5j4PPCWM9bwMI0Jw60ScUeMHmJqdV2Dix/qC6zG85dqARixEqiE2torAGAWBAoZRPNX8UxoN7SuNTAWcXnXewhFQ6gk9bMnKOAqR16GVoGK+MpAafLmD5sjqkrqU6B4s/xHmsxzc096llcSxtiJ8c7MAV2/wdA+RlgmHOundO6qdmraaP113U9wGvBUzfqwO+KU4L2dAq4xp7OHgMSO/meLIqtjw/i6x53vUf9/MP4vvd5PRVA2dnZwWc+85lLP5tMJjg6Oko//4Vf+AV86UtfwiuvvIJXXnkFX/rSlzAej/F3/s7fAQDs7e3hH/yDf4Bf/MVfxNHREQ4PD/FLv/RL+OxnP5uqev63vZ4UyV19AFcBwwd9vdd17f+PAipbrIr18rDUBYDUITaKSUHOHH4+1Am8ihQj6GC7GY13ohQ7GlJ0YF57yWvY2T7Oog+NZTsz57AVWQpQpGoD2yiy2jFAJQ36o6i5OZGIrlZr/bW+04OitmfY5n5wXZHvBStM2gsyESffIuBozvn59du8B9MoZDZV0u/Akz0JMiZ2wikydVl9mQeJ5TJss3fYP8OtkXQrAJDO5ZCjykrATRh9NktS1G5MwzTMOP4R+CzuFcDZCkAF5LeAvU8Cox1g/iYw28ihRAGiMTD9GLC7q0zdy8DyLSBe0MGt3wHWx1wDGRilGoh1BQGUlTA6rQM76DGVHyt9123U9Mtx/TQzUvz1iZwDVCGhlEpxyOu0Gzrx8Q0a9MX3Jab0mi7pHrr1VuRfMGrd/0kClNl3yMpY+iuuewdskXUnkGxN9XxOgOd3eQ0/VjS+FkNjKRGB3MFtXmr9NhDOBMwLRdTXkapsmg3XZjYgCPaO2pcgttDV2hNDBbcF0w+5k3+MfdCbZRyjnRsVRwLL50xfuCWvZ/0wHvl6hO1KQm2LviEQXfP/xa4csycIyQIQh2Ja9nhPzUzVXoFgOC9ZUZVpDaVme9DvDwkGXdCp5ksFIJ6HDJY3+ExN69Kt0B8uqsCkegDMf0DWpj4XyHHcj+URcPATgL/O/zf3uZbCuWyTCdUzABP0gl7pnqyk3I0E0nf4s/YCqV3BMgL1Bsgf8Hebt4DqLSDeBea7QPsCsD7n2IspmeT6VMHIUIwbCFbWrwE/XPMsrc0d2lY/JAt8lgN4hf2ElneB0ZTPSEPHCRh85FobIfRrIJ1pJbubeqJsMxPvWhBX1ss2q/JRpW0e99q+/ofwkR+oiue9Xr/8y7+M9XqNf/gP/2Fq1Pa7v/u7qQcKAPzmb/4m8jzH5z//+dSo7Stf+crT90B51Ou9aK+P4v1XP/tRvdwj/r6CjlNq5ipy1v+tKyuiWALl/t2Iosnd5x2Ovx5RvYlU7bDd3TMBBbteRGriZvoXO7HWwIdpNTIz/Fn/ezvNFduGc6BqlY3YgbqffgeQtTkBFqavmDNasVvN94Dpp4Hpj6vUdMUIHpHsT3VHZYsZHUdcC2AJeHjlpa0hlqW4/I6iTTE3LjAtEHI6eAyAIqMxCs9QjFwdS99hYE2DjDWZp6CwOW7ENIzoGEY3gNJzusZg6+32WZ6+WmTA3svAzoQVv+5FRp7tDP1ZPV75ds1ZB4EX03BskJx1lHYCQQzBgEDDWAQ3RuofM7hBINtJbBwzpDNcQk2gtXxTrchXdBDOKRUDsVe6x2wkoeiRmAZFyOlUXs1N6lHScG2hYLO64KWLqMGzapZayxI4GoBK0y5G0RWMQssD/p1J0GmdXLMpQUssAX8I5NfICMXANupRGoVsDJQ5AUYb2WHXAH+mlAjAfdacct4z0w6Y8PUQKX3YRUb1HmDHVmMdB0qHTLkG/QTwc/Tt880Jvc8rCdBtXDXH1dZKU4Hf0yyk+8mVtgyA32c1XTYA/AkQ3qEDnr/GlEg7I0D0oMMMAomDm8DeTxCUbo5VkfMQZLNyisPXDxT0h55Ra4FUSeMdmbP6rk4eXyk9JvEzcgB7bG6WZ0C4ySlZf19rQCBvu3LGpqvTni/2gdEngMlNsRVv6n0b7ZUa6B4qGOoAbICsI1CbfYupHTiN65Df1wXtmSPOSTNH6mez/i6w+jbSAZPBMZip3wIeLpVGPQGam8BCIHoCApPhC8BIFZWbtwRaL5DSUcE0bWazP2Dq5NGL6CO4xkf8+tAA5T//5/986f/OOXzhC1/AF77whcd+Zjgc4stf/jK+/OUvf9ivf/frKlJ81Osqsnzaaz/u/4+65lW25b0osivgxDlcFsw9ZkzWGTIb8v120JsxFT5jA67ymsPgRmRr9qVwg8CDaUku9WKwrwhC8EY9CEdanb6VwtkmTmM3OjIXMNkHhs/xcLn1fZ1JcXplSgOYo15yCOb8bOpcweuUu0hCS8tnmwivnSFRoSk6z+h0/ET3CKS22dHRyI5fJuW7eQuIK8DXNAKbY8BNaciLDKmzbntOFiD1lAk0INUxo6xswkHXc87FumDKYXINqUHV2u4tBwbPAdNdYHdIcBIhZ79Dur5Vqqyb8URZd5PnzczeVOM6c2rtFm71BHihAuKcrFSYCOwd9uP2A/ZlKY70vKb87hgE6jI6tzBnaWcYqeIHdDzWA8ZvAdJ8SGZuc0+ATcJM1yHl6osR1219Qae6uQecv6ao81jMl4mEM7E8tma1/pOeQfcCMGXgooDwgqkDV5Ixyfc53/ke15OTtsTe3634/maX12wCGSxr6mfi19Yxag5zgrc2k45pyjGGDdAWSEcvWDotG4IluV7zBe4jK+n1A36PBQZJZPoou2JzIfDmBkphdNI1Fb2uq5HWy05zTmXxEzEoBZJouXtIDViqYqr61FPsZFN2pWkZ8dlb3yNjFGqrfHlbYxMQdR7pEEm7tpWsRwl7LVjqFlwbZUUwjYIgevQS+9Ss39Emkv6uXQm8a124ETD9FHDzkywNrgD8sFUVjcBLjEii89RBV4zhYAIMp0BUJZjXnsxvAJNngfEBsNkAFz8AfMu9Vh2TkYsb3nMQ0EUAwomaWi5pU10O1AdAdY3f5cA1MHmFgVz7kGAxNEBcqGBANjKdFG8g9v38y6N+9lEAkvdjS+J7/O59Xh85g/J/zOu9HsD2hD0OrHxQNPl+D+vquN6DOUlvMaDyKHZFdG2+QxFkV/divxiUp50B5/8TqC4CggyUiers+pdSRltGP722QUzk2LIpe2C0QBJoprN+RE9a+a+fAtMfA3Z/go3D3Pdo1FdrpHLCS0yRNCIOSJU6DjRw1TnV+ADLUFff40ZOB9wJZFkzO0Q5+l2kzp/edCuO703ah0Ma+NUPgUwiuOoNRpDVLRmNM1YHhQX6A9PsYbWMeDo5RK9o2eVIJ81movvrmNLpWEmH0mX8vwfBx3rNzxc3GLHWZ6TBL/6EXVtjzTmIM36m20r5WROy4EGBaEA63G5wi6LdbIzU3yPbB/we+iovYySMYu5o1DGlMNXSWU6MhkV5XcUxt7nSbj8EulMBqKZfV16gsdxnJF8f0zFe/DGdUSP9SSanZ+kZ56irCbkMN9D3hZCTq0+QKseaBRDWYlR2yepAP1++DVQ5WaFuhiQEre6DTIhApi+Z4htkxOdd5F5rLoAwU+Rfct6s2iesyLx0G4HZGceX7VCXkY1AQaT2sB9xn3hpEFyNy+daXbUtFgxkfE52pk5xxP83M+3jKdi8TXahEMuVGNEOcBVBWKj4f6gSyAS96AhQbHF2NSvs8rd4Xk71DtdmJpYkBLAXyinTMRC7ZIfshQKpR1GU9q0dCOidcW+hk/boDlAdAu2ebMWQp6gPAJz8MZvFmb6sqwiqTESbjdi8cKJ1EyM/n02BQkxvu5IWTHYoat6zI2q9Rs9xaW1OyapMBOS97Q0FF7kXuzaljYqyiTFwDCFjYNacypyeEdTGM6aAygnXc6tnk+2RfSxGTLV1Zwx8wlqsm0DhUzVue6/g/KMCK7Y2P4Lr/egBlO2J+aATdRU0vN/73u9n9nocKLF/XwVM9lJqAdiKpgBsl23Coe9bYMBCEU2IQP0ON74dI5+OcA+KZLYBS9wyjDa2rQ0QRfGOngWmn2C+ul0zl9zN+igkRYFAEi5mB9xYFn1t3gH7Xujy3iIN0fd23/b97ZyVKasxjdXqe7xGOmK+5HhTZcSKUZ8fM3L2Q1V86D58zu+qHgLDC1K2g+vUWTTnnKtuyd9X98QmSPeS+rsYKMDW/Ne8rhsxb+13gDjkeDYLRuddpAG+ONd31cBwCFR7FNNtZtQM5SNg9CLBwep1nkNU3we6E4KL7oKRm8t4/52EraaxsXSE9XMBOPfjl0CNzJLOJZ8w0q7OCQ6yAasLmjnXSjlhU7WqAjDmMQphJUB8prmskc5SafXZ5gH6gyJFS1tTPTcAzxGSSDM1gCsZCXdZn6IILZCJybDSddsvCYxK11AfS1xteqAR76ergVyltat3uE4dCCDiXJ9fcm5rAH6XqYfBjkARgEUl0egDiiY7iW+9pzP3A60JiV7bhZznXOC57de19VwppkC4xr0QlvyMM62GBQwSsRgg4aTwHv0uHenwWa7R6gRs4x+YYogtkggYAs/GsK1rghk/4HPqFly/JpC2gCE0Mjclvz/MyIKuc1WSzSR2zcUOeCC1n3dgCfa+nLbNT9Pv067gd4cVnw+kX9vc5fuzHa7Xyceov3IAsuu8l26uNSYwa3qr0AF1RRFqFYFTBThO6c8ocO1H3BtdYH8dP2LKs7gBYMpxWXVePWZjuRh52GC9Zrp5MOAaKUqyKJsNrx2g1gnPA+MLlil3qkqqjrk2u4ccn8vVc8pSR4Gnkk9vcR+tte9hwNZsj9uaZ7OXV19Pw2R8lAzLh3j9aAGUq2Bk+4Fdfd/jPv9+1/+oXlfByBZt7bAFFoyGHfD/nTa0sR7RAVbi2q5khOJWtABFKkpXtDI26ch2o8dl3C3yTukZRa2mSQFwqVKg8dyc5TWCgqXAiVP1Sif9BxqmSrI3wGqYhwIKXR/pwvVRTBClb1GeAZS4pMK+fkDjE5c0HMUIqYJk+BwwfoaNxlavM71QXOemRwfggjR+iuAqshDIaPyMgfAlwYir1U21A9uYD1X1MOFnLOoMW1MGAy6e4GRwg8CsvQDOv8WIKxsS9Kx/IJCRM63UHFGU2ZzRoU5fBnaf5bgq6Wsg+t9YJbTgsfKZACT6wUSn9NYu5zo43VspkBRpmOOCEWhzxrnLhnQa9QmFnZgojTikwcwAnP2RnHvDP5mAY6y4Jq23RxqPrSv082MMWQQ/P3yWjqF6KDZmLraqYaTrB0jGOTFF2/dbM/Js1xxvvsv1AUcwu34HqforkzONW5UzUSxYW7GB3OgaO8EGEFxW9wWAzpBKnrOx2JmpAEomdmcjwDNTekXguZvL6Y6BmDGdUO4D8QJoJ0oPAqm/T6i1zgZkS/2I39tKwD64CYw/xmqq+hzo7iJVUvmM92StAbqKn/E5Uqluc0qAiqi5rvspTYf/bYFKn3M8jXQbcYPUXA+t1rKAJHJqfSavEvyv7pNVCzOxLNIadTOyNJbW9SXtXqgYlGRjplmH1wDc0NoXg+dzasjcmOON0mq1FbvKngyYqlndI6vjM7Klw31+3/odinzdis+l2OMfDAiUM7EyYQbMz5VKGknT0wH7n6D4deSAdgSc3yKr5ATGOg/sTYHJFLi/B5z+D54zFDuCUhPbZ9e4t248y15Eby15327CsbkBUnsI2z+XgtsnYVL+V4OO97r+kzI9ev1oAZT3Qo2P+tlHCTie5nWVQRE4SR0Dt4CAIeWk+zAgsfXRGOgE7DRMc47GiqSTXO3alpIwwaKxJxZ1d5e/wyI4bFH9EIXdLWgQ8iE/0wmcDJ+nU16/DVQ/pEGu3ySgCGDEFs56hgNR9+KQ9CQA+hb5GjIaIJ7RKQLolfQlwcngY8DB54DRPnPoyEnD77wEYMiuqs1SUVyLRK+jpvakPuX4vQlE9wAUNHR2tsZgn0atG1DE1okSTpUy6J+bLwE3BJ17RiDSngCDPVLjXclxxBXnfbECVrnsjefnihEw8sCqo2AvOM7t+CaZlHZGA289MHzeR74up9EuDhltxpZUdXUKuLsErEXJ79+cykFUNMil9Dq25mLHM1L8Pg9uay4A/DFS87IuyGELBKfOqBGJybD5SaBYuoh2xvdlUx4RMHmJLMBwQue0/H6/Tn1JQw1pa9IpxbZntvaJk7CwmfHnYSNgcECnXu6DZ/1sgLZThU6pqqGZ5nIJtEOgrgko63t87nEt+cdYguAdAOXWOq11/1t/IqTz2AhkqOy3run82iXHnU/IMuY7HE+jCqbhNbIQwRFI1Au2ah9cl5h3xXnrFnxefoB00GErRxg79OfxmKPT3kXkXBggsR4hSe+g1Oj2ycvbKWmrBPQKaKLn/ExeAg4+QzYwO+T11q/TBkDgqzE7NwSyINZ1APhAYBrEfNYPgO4FplSc9Cd+RFBbXuNYrPLLN0D9BnA2V1t+aduyQ9qI61Pao5NcYt07smM193zZ9nvAaV3FCzZhc7JVMef3hE+RGR062ojlCMgD57o5JWDvcmlkhkypFlNO3OaYQdPoFnDjGeDFDFh44O6Ugdw6pyYrpXTMxstmfiS+bJs1eVxw/7/59aMFULZfHzVF9VE8sEcBE4dUHnjprdvOLojyNCYB/d8GLNqVnJF+t31iscsV+UZex0BK3AIoV0HKpXnbAisRHIerGeFGB8QC2HgaNlczlTP9NHDjFeD8HeDenGV73V2JvEDHYUbcNCMp8jdmyIARkFICNh4LHKw8NkpAWV6jIcqknwgFhZHjjyvzctpHkwBBTXmr1xqEjaLbnMyHMQKuBNAyqsp3CHJ8oFGxfjMp3SBtBQRO8l3pDQRwYqDx7FbUDU1fAJoh56ab0RllqkbxJftPzG8pej+j89r9NLBzG7j4NrD4AZIY2JdAHHBOneN9+QOxEjfpvHDO+6xOGUUOjnhv1dtM7SDSgFs6wQ5kDA3TeeMXgZ1d4N47uHQWkzFgLuP1QsN15hwd1SX7FzTX5/zO5hyWoaETqoHGkcFptTZ8qd4e1/hsLfWUAMo225fx/510L92yX0PZHsHdzqfoIObf4xoubgA7zxPM1D+go21OgOVrTDOElmsjrDjQYqL1NxbjoXQhGgEjre9UjWNBApTaUQoiLMl8NqdAe0xw4b2YH0Xxfo/fMzhSKqYGNg1B9PRTnJ/Vd1mG2z6UM+9ADYnYo6IlwIStfdmGGJGqWiDQiIwAobzFypJsKBB3yvRnXCrl43T9nHs/bMj+eWmNzIkjA8+b6SgGjc9SU1HN9b6MIGt8iz+rtQ5dIbO3UDC0JCt6T/Zy9X1+ZzYSmNvl3BaRe7Rb837DHKidcNcOwVhxHVhNyI7lYmA7McDWjNJB3ZjXBF3ZgGJjK6cGeO/rH3JvNJ9iBVlhOhyBm80d4O1vUUtSnXMNjV4EDl+mrun8LvDwGxQrj3NKwMzW1Q8JxOozgkILfqLZSfvjtdaMSXma1+N825Nea/vzHyFD86MLUN5vkh71QB71s21K6sOAlEeAk+38ofUYsAqaJDA1ViX0jMglMan9XxHu9m2n9NBoS0DbXLk3GffEEF4BQOklBsW+J9QqK2yQDgizz7sB4KfAKHeojyLyIzq/KGcR5FTSwWXmUOye236eQkcHmQsYhJZRZuo/YpvVxjRjTthN+t4jGLGXhx+grxiIBA+DW8DBnwMbUs1oSDb3wKhuQUNmnSetTDK0EhwaDS7Dt91qPd+V5mXKsUOUv8ulZZiTzcl3VJU0pfHbtNQfRIfUJj6sgdUZwYsPdBrjWzR2ISM4cwMCs3xKEJNOnt6hKLS4ThalXSrq93Sww5v8XLvmdaylvhsw/eMbAIXGV+raFXB+D5h9G2whCyQG0A7AC0AviM1wic0zoWto+goFlGSF3ARYnQDNSN1srwPZMYAhP1Mc8D5CDUARtRtw7mLLP0lUHgWY7Ocm/JXwMwBYPOAJ1iEwes2O2PMiqES0PQOWSiulE8QdgU0+IZCFCaEdyCwaWyI2IYhpCAJv3nMufS791oaANcy5NkOt5y+2zFgU6xnS1nRwzUKpwwpYPaSTDKdy5Bte30A88p5N6UBwlCkVhY5sQWiQ2FOrbDJA6IdiAU7IAFnH6XSezYh7sr4ngC9WMWZAXLFkebOkjsQXgNuQNTPGKIIgL78FFM+RAWkuCAqQAfmC164XBGEXD7XfOr4nlKqcExjOB/x5s6E9caZpKbhmu1Ng8W0+k51nQf2JWEyAYHD8PDC9BiyWYtSUigp6lmh4L3nB78sd4Fue1bO4z7XjpGcpW2DzXV6/a8jeTZ4HdifshVQdqm3CBlh0wCwH5lsBZXS97TagnYKirRT4u87qeVKAcclxPMH73+v1Xp9/ymv/6AIUe119QI8DJts02TYoedQ1PsgYrv4t8HH1AMAEgvSe1NsE6KOwbXZEkeK2qDVuOUorJfQDIORAJuGbaT/S7UWkNvjx6li2rrtN34clr5NNabATeBLVf9pErC7oYB00HlGe28DENAhB73Hb852Rjh+/QkferlhSWz+QjsRoYU/DsX6T0fDoNvUGzV0KzTb3mbap7ik9ZGK6glHX8AYj69CSWQhLGu1m1js+P0Y6fdXSZMYgWCmzGwAYAHFI410eqrxzznmI0qqECgjHAnI3GMGZA7eeHtkEGN6iMLW7IEDJVK3hSmDTsdQ3m7KMfCh6u24JPvIdXsNPOAa3Fj3fMB2T7QHDPRqBfEQn5Hb5ncPbHGv1kAzU3ouMnudvAuf/HTitgPYB4GuxAUPOZT4hsOjWwPoOx5wYOq3RqAg9k2ENGcsqj/5fMid1B+zdBPbHwGoPOD4Dsod0Mm7E9dtKq+AHBC2DPT63+qR/NsjpOBLLI21Mt6QOounUmOw+Urlx9VAl3Np/BoS7esvh51z/XcP7sEoOX2p+tT5c5Oc7iSWd43tjy+u5hmuqnPC5tlFmIdM1cgEgp7U45+fgADtRPM+A+XcJ9NoHQJgJgGvvxEbg0+4lEwu4y7l0jusynPF+vBx8FPsUxIrEhpH8+r7WcVRq6xmW/BYHABbAzFhFewYCanVNXU82FSPXKTVpwmRPpx8txbOnFKuAeusAdwb4FVKX6u3GgqiBcMGOr77gd9WnDIR8iXQ4aZBeDyumnjf3gepjXP/NMdOwoWSVzui2AGUgYHIrPpvyEGhK2iLkAMaA22MgEhvO0eYOeo1bqznLtM/kdaOnLVgH4OIB2bpBxoaN9ZTp3hiB8rbSyuB9uRWDK7dCap55iUl5nL96GrCy7QM+itcHvM6PPkDZcubvem1TY1rYRmVvl71+JK8rVJzLkPLyJvazBb09JshwRglHE3sC9HkORajpdwZidJ0QGQ3nOzSEdad8sxB5xBWgtI3A4+V/WxrIASmX7R03diPj3J5TN4CgniCnSCXDUeO28buSRguFjIFTZHXBz/sRMHxGnVx3aaDyiZxsRcNT7CKdlRMaoHkHcDOd83MKoKOwMdRILdcjZDg2wOYhQU2jaK7cJQsTZjIsrYxkB8QL0b0mXpQeJxvTQBUHNPwoAQxo9OsTRlOA1pgAXrsCcEbg4Ed0lu1Sj6Fk9cjOy0AcSDtzwrG0MzZ1cwN+bvQi5z8f8nfZiH92XiKYWZ3yuqFhT4lY87uDHJIH15bL2fnz8LPAzh6b5VUNI8zxHnB8l9FwOFN+v6ORLQ/oUDpHwFXeRNIqbCSevKQgFuDrAoHN8BZTVsPnOG11B4wLUu/jjD9vKyAXg9BcSE/heH+DF9jcrYOeoYksxwTOzTmBpTE6bk0AiiGApZyYFwAQkMgn6LsxS6zpfD/ubsNb8oFrNx/K4QOsvlEkbhG3z8A0SNTczLnmxjeA8RHQ3QCqoz7Nh45r27rmtkter/RMhcQGWL3F+201xx5kXAAB3ELrdsb7jgborvMZFfsc1+aY84uqtwPWs6S6h3QMQ3NK5gEdnf7gNrD7GWDyIvfy5q0eYEM2xZoV2kmJsVZhj/avN1tVCuj5/n6t87B3W/tQ18kHtBvO8TptRebTnXKsdmyAcwQ/+QjsimjaGTFkcQas5loLSjebpq1Vqmd9h2mzYsg5G9ySuFmBSVPr+Ze8l+ohgDXH2Dk+x84pmIsKxla0cc0ODydcvUF70xU8gXw+4fMcXQeuHwI7HljvAq93wKYCfMW9mI6lsHm/6u+u+rAPAlLe7/U4EuBx3/MUfvVHH6DY63ET7sEoeiydRkcDE+tHAJXth/8kk7zNmGz/kbHyhQyQoqpYIwksrcrCGJLQIInOUjWN2AcnEOKd8IWo5QhRpFq8WbEVgW3dUzpsUD+30z4fOYfbIMmBIscVULXcsHYq7fp7fZVDmKNvRT5CKj8OQaLI51l9QPUsFfXdRhHilH/ahmBim0FK/V8O+Py6tSKyuT5/jiTCNao/paoijU97DtRviylxfTUFapYndjOkc4I6o1ulxbByRmQcw/A53odXOqI6JzCqjukQ8zHgdjgeJ3DXKa8PVQm4wDH4CUV05SHH0cyVi468zxjYWG76ItAe0djFVT8eVwJ+T42ozsE28UAq+441UnksnMDRhs5vsEMBYieafzAhEGvnMrAav7U0z3epZUFHx+6GWstysCbs2wbRQUyeK1klk4+5hnwmoAH23yodcHQD2D0AFm+yNLi76EFcNqUuw6kaxpXcW27IE7qLMfdGfaE1EMEGWq3WCOSoh4zY8yngDpVCueDvywOlMCoBhSWvETZIDRLzqaotpFXqjGGJ/KyXg4obgpb2QgCi5VxnA8DdJJvXnvF9loKx7qF5IPux86rSRHvUY4Q1x2Hao7rmvDs5TXT9WPKR1tYuwSgckLdAfsq1kYmxcdA9zLi/fQkCGIFNP+K8l4cMftZ3mTLZ3OP9b1chmv3pNvzjsOVMlRr0uQIGAZP1D8mUZhKsG6gLWyAqOu6bLONa6lYgqyCWxIPvCS3nKx8SFMYVdV52bhk6UOQqG1ZMtG5WZGoX36VeBmMC4slNYHjIPiqIwHzNtKwD0vlQsUI6nHH0AoFv9YDXhBjVi//JZ1fNaLOynJ/rHvI+MOWxHtc8cM0BqxK4+Bhw74fc415BtdlcF3C55PhxrydlR54USHyUgfyV1/89AAW4DFKMyRCdN7ih4G4DYMMFF5ZAav9ukYBd5+rrvWg1/Z00JbkciJA6vCIK8HtybQQ7WdNy0pkBGiCVRNqZFtYO/lK6yJiYwI2waYXcV4r8t9kaoO938Lh7sHtXFAAHakpUHWDfHcF8caNoKx2vfgBMPg4MpsDsdTqAfJ8ivOK6IqEzIJ9JnIoeoBVKD9ULVq40cw3HM3rycjjdQo/KC7CYSFFRhqXWDGg1pyzzzQ85luRDlXZKTecijVs+oWFrrUpCLFexq2qHiYziQh1Uj5EqW9I0ymhealUdcClFNHiGDqhFD6S6U47dy9GWU2A4AqqC67YRuxDWZCHW93jtdglGjnpGxRGddqwZ/VUdo8S44vNsO6DKtE6WwHrGYbdL9IcjapH4AcEhSjqvlHJUCtEZc+C0FizSM6cUgMXb/L5dABhyLyxKYOaByS7PLWo3wPnrKlWXOBROfwfddyvQOmF0P7jJOW5rOppmoTFkBGeu7N9vYub8kM6pnQP+IX8/vMF92pwD/hzwp3SeIXKvmqOO0gX4AXgIpiM4Mb2NpUQt7RNzsmLVEVCWdHh+TPFrtaKzKna4JrqWFTqxILtXTLneyqMtO7Um8PEF948FA2GD1EMlBK2nOdBO+dyCUm6p4sf0ZKpusiMNItB3ga2ZQll+n/O5eYdA31oju7wHJ9bmPpotEJuatFuyic2SpbfdikdWhAXQZf3eicaAjcFOx1Pt60AdSAj9fvcZn6k1vmsLUDNW8/5Di9RFN9sV03ahMv6g71yzHLq+R1Pc1UAz5joodymE7TwBar3mtU0439X83p1PAc+/Qn3K6QVw94/Ypr8oGTjMvsnvyoNSWhmfe3Sck80SmI9I/qwg9lvsk6Xcza9cSvNs2ZpH+qWrjMf/QpDxYV4/OgDlSVHh1ZcEjcU1Uc4SoEUgnU8TO0XR2ymYpwEploqxjVvQ6PhSBmyg6Nwpwh300U+MSEdtGyL3QzmPNY1dUFRi/UOC3usKfkeE3rtEKg+81EDJbUUlW87nkfO6ff+G2Lut92a4RKVbpOR2gOlnges/DXQdUOdAfI3vb2tGMNgCcD4nNds17EGSy8m25zSusOhHzsvOoDG2wzkk/YANNx12mCFVBMWWzqvdAKUEjcj5HY3y4zYf5b76pESe51Hd531mQF8RJZ3D+i2WLMYFwUQ2vSxK7FoZSWPTxnL+kY519CINXLcieKjv02FY98qsZOQNgO3WlwRb9Sm/Ew5YNmKxWqSOtsNbFD22SsFUFxQSt2eAE/Ca3wfWU95jfRdY1NSVlDtAu8t11K00J7tap43EyxY5S1AIoD+baVv35OlEYpD4MgO6W6LCG/XyaIHNdb63usPuvn7dX8uDc1GfK+Wy5nrIdqmNmDzHMTXHSq0pEECDxIC4CLaoz7kPB4cg2OJjYYO/Q/6/3SDpqLqWAKDYkeA20KG2czF92l9OQUa3ESgy59ICcab5HRKQFiM+q/qcjE8+1Pza3FXsvzJrCYijdCgOnMdWGiNfkmnxY/6uU3rPZwJHMzFYDcFZu+DzjK1SEp7XS+faCFTG0APMuAaquwoIomymGCU/6YF8MB3FPue/PkE6lsFrL/ox590VGtuCdti6QpttiYFBxORTrMrzQ3az3bxBoGdaIzgAQ6B8Htj7M8D4OrA8plannakCrxSIm5KpLA54r9UJx+h/SLuwegdMA5a0W5u32Z+kc0D5cWaGSg90Uz6zaqG12PEZDW8B1z0wdixr3nySYC4AGB0RcIYN7VrYAIUYnVBxDjcPgHsjYDYCmgY4f7sPNExIn2yzv2KLt3+3/foo2JX3en2EYOdHA6C49/jZ1cnaZlGARAdGGRMrk9zu1nipEdTjXu/3UIyp8FvXLxXljPvoM1TJ9yM3/YnoYTfg0eP5Pg1h9YDGx3K3se6pTTikMz06qfNTX4orAMQcCCIu6VweeY/b7Myj7t8Gv82y5Bzzzid1IF9kF9P6IanT+pjvd15Rk6pn0mGEa7IB1izJNXxvvguMX+D71nfJrsSg+Sz0/caeOKSmYOk8F+j5K6LLMjDCWslgKCqCdAbFDvPPwZG1qc85XlcJGJTSwix1T2IkUqWWSjoNUDG/AHaZvM0Iv94Ak5fJ6G1OKPpdfZ/XzKTTiS2dyuYBgAGNbn1fFPhSEbWcIjYSRO7QII9foGH0Dlgses1DVgDuBtkCeJ62Wt3h82k9hbrjjzGltvS9Xicb0tHZ8QoGiKszpHNfzJDaQZPRWBZL1zmOs3pHoHQtsWsNNG/we0IlECsHFDs51BWv2S61Fywl4CmCbTeq5EDP2AB05FhLBuaIJwqlX2IHNApSspx7opvrQLx7crBrVddIhNsdK3JegTqdBfddlgFomcbrFnS41j01FhJs3+G+bQ7o5CtdywWVliqlVpSM8jevA5UYKK81HhuxegLYMQqcbKTXMd1Vo3UtwJRNkFITwes5NppjAWsrjQ/LrWcW+ZwS4HcMqsojrd9rBPirNzg/4xdVYXYqcH/M+fdQJdsUKUCLEVJuM3BzUc+1ZKn8jc8x5RcBrG4Apx44u6u9b0HSgKeQH7xMp+8mrORr7nG+sonubU/VdmOlYB1ZqHXFvRllTzul2F0LxHOgvQfMdoDNPoASmA6AeI2VNyZyz8XyWdxVACkgdhEYPMtKnlABJ3/Efe4zpaY80GQEi80SmIHrKm44VyZe7owN3wJyj3xtB8/278e99+r7P+zrvb7nfV5/+gHKEwKRd73f3tPRwFcPiMi7SmxD04ODR177Scb1KLpty8G7XABlAOpgZOxCI4ehn0dL48jwBMuXgps2RKRN6SqwDwMAOzMjbXpRgrHoKVer+DGj/+78ziPuSwyEUYuXBLaa08TK6L2p86SxLlYq1zL6aedIOXo77C+TCDQf6X1KJYWKv8uPaISyKRAHdPCZY/v94TVg8Tpb4bu15ko0ttsSqqLrgUtWIlXYoBYLIKbGFcr2daLQNYdd1PuXgD8TuBE1Dj0DgNfpahk40dDOkxGb/hgZk809ACdkOGJgJUD9Dp11OWVUHCPBW3sKrAKFfNEEc9JGpBLsVkK/hif2jg4JNErP5bJ0yp17MkODG8B0yv8vdoGTE6A90boZAMMjRoGtnIyzCo0zMiCTF4DdH6NDrOQIoCVhINEOlUw9JDyfcTYQqOmQhMzWDNB5Onpr2pcaGtb87lapPIuguzWABdB4AsdmjpTOtXOTzJn5AknXE9ZiYxo6s3xI0Nl2tA/VPQGROVIfl+aCz7WTzils6MhNL9E5PYeZ1oQB5lysRsN1Zr1LbN8M9vj79TGByqVDPdfa82IYDVSkSr7Ae25lx2ItfUPWBzDR0sICSt7TljjwfpARZAyfISPSnIkVNB0XeibPjxRQlTxwcvgS13V+weezvk/NR3EDGO2ynLs+ZnqoPqWNC2avS6XZbnBszYm0V557sK2A5YrruNja0z7DpU7XKAnE84w/ywoCIUs75mPA7VKHU+wj6YYsZR5rXjOb9PPutIayA97r5h5TcYcvANczYJMB8QhYHpCRbOYsYb8/YZpyFShYd1AAVXAc5RRoXpVWTemhbMg9VRyQWRtP6J/KT/GYjyYn4G3PkALC98QUV3/xXqDhI2RAHnndp7j+n36AYq/3Q3yPi/gDI4nmmAsgRhoaL2Ma20dc+2m/a/tnVym5DKnhjh3MZiK/7Eh0fMXxxYWi7JkiwI6GBQOWomUjGcwzUaVKAVkjJDtV2GjpbrFVlrk9tqvU4DbyzkTj5ui7vsp4pls0IKRI2UDgxbe0KXdJ60dR4d0GqQ23Gb+s0HgF3GJA6r8Qo5zaDpAd0hiWMyC7Q0HjwZ9jC+t8l4a1lRbD7+j01YJz05zRgHsglWNmQ77XhLXZmH03oEh69Q6ZreYEfTkneL9ZISfoaMCicv2W8+6WfF6pA6eMe7bL591prsMcWB2z/X44pYMaPE9jGmpWCdSnBAqpOZ8EhjC9gOO8W5fbeJ2OxjoSxygWaM7DG0fP8Zj3gR7iYExA1E4EMMfATsYo+2yi9VQpfeABN6Uxzfdl6A2weqSKkIgetJoQ0w+oickP+bOsZrTrQIdenyCdJxSyrfFr3oOcijWTiy0dGhwdT7CKnUjA0UWBToHr1JY/I1hozyhaDA3gDwi2nCP4czXnGQK27akc/kTi2gHgBVxMXGqVbrHlc4wdLh1FkCr0LlgKnu+wxLu8xr0eTzQWRfPbDGCWMS3dbJDO9/FD/q6zNJMXmB8glQ9bvxPnkLRsYSsNbUFFfggMP9brWUy43klLcyllDTpzL7FyU3H87QroLoDFnHZrdIupQm/jUTqj2yBpRobPAqNneNbT7AfA7I8UeIHrefZt7pVSrMjiNdqydMBp5LPcnDMg8pnYtKX2tSdwLHYBp5RefaxeSQ5J/O5HZEz9lN/brjj/5SH3d9fyOfsKiCOleh3XogtAOAdW3wF+6GTHZxT/QvagmXP9ZZmE6TtcW82S81dkfTr7AEDM+d1wwHIJ+HuysdtBr+39D/r6qMHJhxkLfhQAyntN6JOAiEAD1YHG306gTY2nBkhdT9/FLjzpw9xy+jFoUUpo1q7Ack0hYKts8NeAg58EDm6x1PP0NWDxDSn8KzlPUYj5DeDoLwCTA2A1A5bfARbfpADScsbOgUDmOunWwR6j4NRCOlyhCh81X4pW8h1FgFsgL7Wn7y7jr6hopDsDVt+isSqOZMRPkA4Gs9STA9JZE+mcHoEgB/7fDGgm7YOxBlnJQ7zG+0xLxAGfn4G/wW3eewcyA50cTWg4nvZCzsSoU6/uls8BKNQz44KCuCjaHIrIXAFgyFLjckeM0Uq9WB6iP1nY6T4zOrZY9k6sXdCoLWc8Zbd9qPva4Z/8UIzHCZ+ZASrrEhwhkN0qkhejYKLI0CTdNdaBYj+nsbQdUClKbDuOIa6VZiwYgRdOvelMv9PQ4aNUBO4lYj7Xd+cEzeh6oOaGYqo2eua5PitGzaLhrkI62t7ShS7nc7B2ADEw6i8PBaZWTMPEDYWN7UOtHWk+nBMrF5EOknOaJz/h82lO6IwGh3RgIdIho6GTD0oddo3WiE3HEKkiJFS6v2orQFAw4mQPrImiH+j5rbSWO7F8I875aCISLqqHz4xj8TnvxdIJ5lDLQ6R+LqHl/GQSAXuB1jb2jI8BlaQXkkbKwGAAQV51TlvhR4r+JT42Riw1mmyUzmq49qs7BF/o2ACveoeBQ6yZ3op1D7iiA49R+AQwGXKt+QOw8g0Eujl4unh9zHF0KwBzrS89Y0vFrO8Cs2cZtNQn0nEp4Aye+3r8Itfa5i73N+re7uf7wPgTZAbrNbC6w/3vPNd4I33NcQMsn+fcVWfUqcQ193pcAYs/UWl4x7m0ALe9IMNS7wOrBzSYbkRmqJ5JF1YC6xOg3QfqCCyjCBMLOCUXSH5mC6z8bxO+vh8I+RDj+NMPUJ7k9agJtIcpxxpr5XQNSIiGzQsa7CBQ8J7swuNSQfrd9nk2Sc2/4N/OIsSCxnLyKvDC88ChB05LYHbIDWzC3XTqb86Ndvt5YOyBhzuMHPB9ICm7waih2Od1hx9jBNAs6UDsHJh3tbh3V/6tjZtNaKisHDpGOs521t+LGWIDLi4CmAP1m0B7X5HctqI/8E8E0oGBPkffzEs6Ievo2VUEO6vXgNmGVDIqGpDZfUaj9VsECYiAG1P3Mv0x6jxWDvAPaUiM0q0eKmLR3OZjamb8ju59g1S1E0vOvaXaLHpxE50oO+CYcrE+YQ1GtAJw2UT9XZ5TZL8CsNbhgRdMEUDCaZfRGcHu29J40rd0oqLLA6Q+Kdbp0xxHu+D8eNBBzR72J0m3jpqGekwBZjtnZAhFpc7xOdSRJ662Vf+MrCIHne7hRP1naoKlwaHmV3uqPGTfjOpCAsRGc54hVZ20YUvP0aI/dHHad76tz+kM/IAM1+AWkK2YSggzpHJiYxpNO5GYHSBVl9ler074iMqbwPQVsiL1ml2QreotgWSxNa7hc7XmZHEjLYh+7gxcKa2QzrzRHnG+12CsH9DxmPPJBNaGTvulU0rEIx1gZ+kYE2LnR9pLF/y5lUCj5HvSycsZx2IHXdppyak1faADre70DG67JGjKFKB4AQJjPq1MuL4vjdzbYPO4DUGoC0A8475w0NrKVQF3wD2VT5WOAc+eqs45V6V0G92C4KSr0GvnFEA60GbkUyDmSkW+BtQ7FLS395HO0yoOVL1ZEuisxkgN4LJCAPGamMU9wO+SrbKUlYHP0GjPvq45rhhkQODNy26EOYAxS45RCgw10pi9ydTm6Aav1zwEspbvyS6A7j5wepNi7rAgANq8QxthGqAI9Ez4BwEn7/cZ8wVPE5R/BK//OwDK417bDECnBVr0iDQfIDntCMBaCruIRwtn3wtJ6rtSLwhjZTxSS2g34eYvbsp5Ob6tArUEKSVkT62jg4QnWq/BHHE9U/55ixHxucoSbzJKadfccMi2FvjjFtU29auUS+qlcI2/27yN1CU1zdlWvt/J6KHeSju0YquMmjSqvkBKA4SGhhCgw3Pg55olsPg+gNcVAWc0TJu7vSahO6ezMrYp3xW7MRW78YbuSRFoWHNsxQSpP02zAtxczMKFQF1JoOYHSC3M7Tj7wsBmTnuRlRx32CClD6NXamdKA10rHRDOge6UkZPXnEApMSjnHO2POaah+nQckPJuL6QJkdARhSL7QKM2v052afMWHYmraMibC16rWQiIWVSs6LpZA+sd9tjoFBGn9a41VF3QsHYrgi4/VAWMQzoXJeSssBm8RDaielNg5FhRfoF0bIGldiCt1vA5YPdTdCDttwFc8N5CRiYnOt1rSeDtOiCKKbMSVev6ajouQIA7V68UiTEHO8BAzFE9oAOxVudd4Hf4oaJ4UfYh4+/thON0LhAYCWdaV26tuej4x2uuyohUSVQM5G8ct0IHAEOguKXy6ZrgEtD6LelUXUnQYedTBYF+Yxu7BukMHQMjqb9Q2Pq7pQaqnesaa+3lMdfa6BaBZKzZjbVdaJwLgqD2gsxJ3HDPx7xPw6VAJCAdjZA0aQ0wvwA2E67j7iHIYCvd3q6QSp9TAKZrwjHFlO0iVUauXuPPrYLKgdcqjwRk0N93Vmic0jtlBddxjT5F1M65/q3ZoysFOs+RGuNZMJf2YOSzGz0HPPNpgqL7Z0xNxTnnujwCdn6Mmpn1CXDxDd5re8Gy5NjquxY8gLU5BuJSC8NvzcHWVz71670+uM3OPO7329f5iF7/dwCUJ5lcy9d7sih+K1ptFWVfOt7dPcF1t+k2YzKAZARiB9gJpxYJFs8wZeNK4BQENHPpNPJ95boDo+T2lNdqzoHTBY3c2RvA6gf6nXLT6URgp020VuphTqPRZX1U+C6GCEAq/R2STcgOwRNyr1EUFwONuzsBKVKbVkX5UN49AkmEltB+QKpy8UMZv2cZZa7flkGK6A9OA6N7J5YhRkYpcQD20FhQV+EioxxjLsKGkU/+LNIZKt6YID371KBOf4cNgAs5olypiyXTONbLxoBdaLlONqeAu0+Dg40ib5vWVka5FK1fSWeiKY4zXt91ILCQPmPn4xzD6r76ecy5dvIdUsf5Hu89tLx3a8+fCSDku6Tjl2/TiQ5v0cCm8lUZ92LKe25XdMjlHsFaF1jqHGqBuFMkZgOKqCcvEvjWGzpKPxADMMElIB40J6NngP2M1Qnr17km4wrofL/PnPaXy/gdw2cYyW5OCIYs4kfHeWtW/fwWBwKmqsoxsXhwSA28AL13n3PYrsQWnJKFzK4JRGiNWiNCPwLyA5Yxxw5YvkUHFS1dKOYkVeABSKf07vDZWlMwY6gMzOWac+/6PdmCad7Q8XyYckCN0uK7YkD0PXa6bZZTZxbqLQBiGh0xMQ50xPaZoBRkYlFrAoyu4tiDnnfIuTbckOyyvX+ja8YOqR9R1N5L9kAAwis1ZQu/rQDMkYoUNg9pp8JSaTqJgkMtVq3pAz1LbUZIuD5moOcyBhbtOVKqMyuRzonyGee4WgOrt4H598FI0NLKGzaMPP8OA8a4AZY/5LxkGdA23Ht7P865nb8hmyvm0HW0idYkzsDToAB2HLDaBZZj7qVuw+Di9oSM+dkI+H5LJqV7wOuuKzFmG3WqXSKl+k0cnI5A+SCvqwDjUdd61M+eFg09JXj5vwOgvN/LJrjFpdbm1k49Kj97CXDY3+/HOmz/se+yzaVIxYmiH9xm+sWNgM0F8FBGqZlzTJNX2HUTHU+wXX2b4KR9AJz8dyBmPDW4eYuOOlZIwCqKNl/fo8Ppzvke68mQxvWoBeRF199gtUl+yDRBtk9gEFUlY/qQbEI6u9sw2ggbGqd8h9dpVhqXUctg1OpGPHPn+v+HOdnqgk7fBYKz0bOMAOtWTqNRpCqhXnKacg6pwVNk9FPdBQZ3AH+TLEGeA91AkVUNti1XhO3E9oQlgErNuwod5rdWass0KI5OIdcY6oeMoruKlGzcovp9QeYkep0dcy6wMZDzrnqD43JWMIVWHWnvK/XS8jp+hFRBgRV/1xzT0TuQRSivsRU8IrC8Q2DrbhAg5GOVRztg92WurYvXgdkFx+2HBM1xKVr9jHPRncu5id3I91lNVV4DNjOCqG7GuQzSGljao53R0PupNEM3VFZbI5WIblerWTSaDTgn1X1g8UM2pUPNknXnGSGHmnvVzsWB41qMFde+A1IqIuYEZH6PQNvWJk6A5j5w/sdA8wrIlBSsCqtqwK9UVfEiS8PrU+6ptuF3W+ordYsecH8H20cFnXwEEuPT1XLm0jDljoxQveZ9WY8Zn6lENSd4jaFnI9MZWeCYsz0grzT3SyCLSCXYseA14ZBaKXggadAMdMeW6xFKE8LxPppToD7i8w4BqRW+zwXgOqQzn0x/4woyG+OPcWwxcL+FiuXy7ZnmLCJVH1n5NK6AJxML2zXzHf6sq5AqwoyFMz2QmWQDp+05++pUZ2o2d0Km1srX0bEk+XzN8QKc42IHwAiIF2Sjd18GygLwh8D8j8lKQilJNyA4ybUG6gtgvuGezgSs2wuyk+MO2HXAEYAlaFvza3oeNVKXbBfArrc1+n5TDv3xJvHp8MIjXx/6Ao94fUBW5UcLoDwOMDzp5NgGiL1BsfMW0ivqawx0PIpxeBw4sShnK0rcFrINnqGepNnQmWxWvRMv9uigd0bcr13NtArOiMLXCwKPuEE6X8S+21uUtGAL+ui54K1bruXLL91L7D/vPJX8gyMJB4HUgCquCUK6BefPFxTiTl+m851/VxFiwW6x+Q7gF6rOWG6Bv4xR6eBZoB3RiDvlh/0OWaXiFiPidgbqQIAURWfayFYyHETJbx+I6EDj2qmCp7nQ81RKoJPx6zrOmc8IstYnZK7yMfrybFHlNnY7kMyNOZf1A6SzQ+L2+8YSMg5UybSkAU0Y2Khj3U9zRudn1TpWjWXpr0b6jXYBnh205PdHTxYq5MD0JY6/c7rnAaPC4iYwkPEe7/Ces11G+TEwSnZDCrrbBZ8nlE4rdpF69qDg+0ZToBwDF51Aay0x4X2lhZTjX32PTnNwiFRpdhUcp5Sr5i1WQH2Hxrw+RhJ2J62H2CyrwDCRrqUKDfggaI0MuR7dPlkqmN5sQdBfvcnrjV8hiIpbaZl8SODRLORcFwBMv2F7Rpqa8kjszGYrRbDqgZRphlDpeXgCtdWajrO6S/AMEBDUU7JSsQHKEXtlGHviM+5TN+mdWqsAAQ6J+bXWBE46lwiueauQckBKuVhjOjuawrdA8NRdWA+p6iHtjh0EGIyRTQ9Ty39IgJVfI6PXXdCOhTWSVswaHaauseD3p5N8xQa7Ia8z/gQw/RjZ1Nl3+UzChvs2ldwbW6t0uAsU63Yr7p/ulPsuRN6jsz8dEMRE+x2maPI9MTmgvWg6YKSU4HqPdjCLfN7GxMZcXWfPgPvfABYfQzqUNGpPN0vgbg3EEjiLXOfZPjB9gWO5eA2ofgCmhHRPqVpSwe52j5qnfm0H0B/29Tj25QOAlB8tgPK4ybWfP8kE2SapAethEaEIBVsbL+sXR6JF7SFY7vkKQInQ78yo6LqJ4VA6qdsAWJEZSaLTToazpJGsZ0h5+iTCjP2i9aVAVlQUV8phPNhypiV7RbRa3JfAyfaUCIg1CyDc5SYq9rjfnZO49EybegwMXgT2fpKiv9UJN2Ox37dvL1sav80dzl2i8pWntjJNKI1R3CB743dpyIpDUvhhSQePQGftTXNj+eyISwxVPtYcLxhBdQs6Az/gM8mkB4kywjYPHkipg3xXGhUnXcIGl8pHs5z3m6poIlKzMog9yfd4n82JQFSlJbKlWUjHujcEX5MXCR6qU6AOSOm7bqY0hHLz2wdAAhzrYI9Rf3FdJang9xeK8C1j2QYaSp+z54kf8r6zggZ2c8r5yic8NwcV5zYay3eD729N4Lrm+DoDzDnTp3FFAXNzHynNmUC/nJ6VeQNc3/UpU1fWrwRQSnAMoOz3od13fcE1bgcTugw8ZTpo++5Qy4GpHL9YPV/q2hXB8EBsWr3keLwYj+qY46yP6Ry963UvQe8zPVl+jQLe8EM1XtNzihHpZG3oXtqOay8Bu2OBVrEYMeMaysx++D4AcEOtr32xJmP0AE0vZ/quhtc0gUtqjlZyzWQT9PqKGRAF5hH4/JpjkGEMYuWc7MEYva5E4zPWqllI+LnDZ7h5Rw0N10hsgDE16RT3Dr1dNbZgRPZi/El2lR3sA8s3xeZIKG2BQdIeSVdi2rfmhO+NHZmcCIETm2f0pttnZFD9kIGFF1vUztl12T9Dxjs0YjxX6HU+Az6XWHJPN3dodwYHwM5toDsAlu/QBrxzHzg5AKo5xcmxIEMzKWn/7i2AtQCTrfXtVGDa+Nv2+3FB+5O8roKWJyEAPmL25U83QNlmJ4Ann5z3Q3MCKaltMnC5tlygIvV42GJS7Jj2xD7o7xQNyCikduu6TrdSC2SJnro50XIr1X07o+Hf3JKBfAeIC0Z9AegPEwQ3A5wWrxwrvBxvw7GXe9qMqoZ5z/xlpGOvHgA414Zbgn2eFQF2K95TPuHZOjt7SKfNhiUjSb/H/7sIFHM6ne1DELsNARQC88JhzetlI0XGMqL5HvO/3ZxRT6z6SMQacg2uM9JsJNhDQAKVLiI1fHMlI2JknLcsIDXqC0ql5CPNQ8701ugar1OveiAVKkVPSkVY6WS30XLICAZyGf6ukZhX1HV0W0BNxjh2YOOqCXug+F0arVAxxeZafV5VPZbTT2WHWhf1ir9uG0b1Fv3l4Bppweutz9n5Eys6OedF8RulDM6F/bxrFBXv07if3CErVL0FYN1Hoj4HU4ECa6FB0geZ/iUb8hlbXxIDEg5ILdMBpCZ0fsJqqeGLdMSbu1o7AjWdiTMrRf4DjrtrtAWH6IWaGRIbs304Z3tKPVe2y/UdpEWzLp7GHkaxNa6Q7iZwb2dTAtpsItugSiyrfHKBe7yp6NibA1YSZTuc82wAxCmfr5X0h42uJVbJbI4rOAbTamwf++AF/IspnXu30trXfZtY2ABfeYPp5nyX97z8vkDjin+7gHQWFQQq4Xhd7yjwTWtQ7BWcQMldPf+G+pIwQw9QFRjkhxThuozp0voh0xoJoA2pR5p+ggLxZqGTnU9A4F5wPwXtOyeGM/XQEcMXxExa88Ys9gFGrLW+Bba6ikAbTumrimts8SdA/QZb3JfyB0G/91OmAYtDpoZiAFZ3BR4nPOgzA/fk8m1WGS1PtWc6oMu4TwvPpnOjj7GLcJRPMHF/Avdb9vqR/37a16P85FWQchUMPel1n/D1pxug2OuDPIQnASmPYl4cLjkAoI8SEmAy8ZnEa9vlu04OxJWK3MFNGRqV8q20mWQIkwhqDXT3gNV5v8FQo68K2rp+BBitygBBYsgk4JO2xYPfk9iTx6Fjh8TU+MDP1LVYhtBfB573ZOmSzRmNaJaLsZEDMsrZD9CLCUGjsPoBnWR9yvuz00fbM12/VCpLRhqlHGBGA4sSrHw5ZKmoKynwXL7BlIeT8QgyQM6o7AHHnE01zlXvPIO+z3s6kmyH95sN6USCcu6Y8dmX19nCOnoK/uIMzB+XIKjLkPpeXCoN9P0fW1O+kGhyRKdcOpUoAtRM1UhHIZiGIxuRQg8dI/2zPwLikOMZPUORbJELg0c+umbBVtvNXSBrqfPJxpyLbsNoEeA42qWMewnkt4DDn2CX2uPvAfNvApgT9GUDPi8/VgQptsTy6qYrcJlSagM+cyuRxrYjt88ZCBsC5S1g+inS67MdjjPMkSrDrMeNK8SmeCAX4xBa6g8yzR1aRt6Ww48V9S7NQs8bOqBvT+tjLd2JdFCxk5he92JgoV3JwW24PssjapnaOb/TGBDrIdKtkBjbwXVWnYUlUwb5DtdW7HptSag4thg45vaEKYt2pg6sSt14CUh9ye9ARkbRgiU7Wd1PmPIqb5Ol7Bbcx37GubEzdLz2c9f2psLMR9C+iXp2KXhrOT5bS2a/bH/Bcc0MbwK7P8HvmH1bz0UaImNm2hX3VrNkMLP6HvdsNtBxILtk22pplSKQmCIvdjV6MjGT23yW7YIC2K5hKjSe0sZlAq3Nok+FxUIEz5yC5XYNdKVsd8e53Ps0cPgqsKO9tgb3ycPv0M5MxNbtPkPNXbOU+7BUW8Z+RGOB99GzwMUev/OS+HiL7nls9/MnfT3JZ5/2+h+CYfnTD1Ce5oYfBTje6zpXKS77b9gCJduX9f3ftuFTaakiZCdxY7arKK6l0/deUWIDxAn7Ogxe5KKt7yOVlMWNIlgBmERhA4jKGXsoMlBUY4IqS6c4MBpoKhqLJJK9et9yeJbXd0BqghRE7/oC6VDD0HJ87UPgwQo4/wbH7qN6gkSkQ81Q0wEW19C3vF9II7LhfXkPprpOubnzFZ1vcyaqPChldCTnL51AdGSZ6g3p3/GLHO/6jqL2SFbCS8fSduAhka2eUykRGxTt1eDZKh6p26tzdCi+4LzHRuOeM5VV3mYOebQE5t8mYMh3CJyyiTQ7XR/9WDWFCSe9jL9pSdo1gUrS3Azo9K0k28bgctLBww5Y3QO6c5ZaZvtkGwZHwGREoLOJ1Dq0Z3TG9ZvgQYMZnZ+VWgbl8p2cfNfwe8sbwP5PAke3+KzOBnwG2PCzUCTrp2zn3dXSHpngRmvRUnSuQupV4lyP6x3Qn6YLJKYsyMkED5bZypr5gX6/0fodIFXPDPY4l4vXgTgHBhFoJ3wWpi1pd0izo+I8dKdgZRJ6Nq1by9FLIAoLDLqtvzea1ws+L9MoxVxgrUPqb4MBxZQ+ao+XZArdrtJkJ9ov+wQJ1T1Va4mtsQ7D3QXXSxCD5ICkWQL6dRqD2LCC4NrK5cOGIvay0fyKncnGBDsGqIqp5nvJz1nq0imVkU2BokJqLJeqFiPHtW1vUhpIzzZmIOO2B5TPAuWJ2JEgm7ZhwFHNdG9KJTqnVPJz1LJlnsUEm7eR0mpwSF2oMSLbu/dxMiDVXY0xB0YtMH9NOjGPdNCnK8nclQccz/pNNsZMwlVpevyA7+lyfu3Y0Xasco6zXfNZO9+PI2t6PY/ti2YGrK73jjoraIdQ8N+AAi6z12LN3+XPPihg+SD+1V5bmYUP+vrTDVDejwX5KK6//doCLInelHOxqDfKWG23gLYDCOEITMpbPOcigsYL5hy3NtDup4Cd50j5nVaMoGKLVL5p+VQognKO0U82VXS5Q2OzfgvABpe0Li72EZg1mHqXOBa8D+vwadR06PqoKPVSsHQYuKHP/7+MNJozpGZjlfK+Rin7IenP8obyuStwNSrK7jYEQC1Ed6paAROlVSpGK+OPAQc/wXLBxbcYbbmOjrAL1EbkRmuveE/ZmOXcXlF9s5QTqAg4somATq17bRhtoyPQaE+QqnjMQVgUHdbUiQwXSkPlfHbWh6bY5/Nr5USj15wbs5YhnXRtp1O3K/U2Cb1j9I7MFHKuqcJzvO2G/88d11ZzhnSekBcLBDCls1mRNanuEKS0F3KQngZ8/CKf7+INRvG555xaGe/kZWD3WQo765iWDNdJDQSB8fKITag60erdAsmpmw3rJIjdZh5TLxjXAxdjA2JLlm11B4jPEECGmuvETgmHgEu2S4Dmd8gg1TM6pKD0wbwmiBq/QCC1Odb6lw7G+rE050isWreU07OgY8A17TNF2VHPT47R52QmXN5vsegIikKNlAZpFwIFQ4Ehz3XZXCgtU3Bcdh5QecRn2pwy2KjnSIyQpYJ8iSQiDpX2vAKKLEOfcqs59ug4f+k8Mt2jK7gXQyCIsD4kriQTMbwtwL8AQsm1ZD1ijOlNPusqQBHTbHMTJALOnuO9ZUMFP+e6NwGp6BSQRfAsspLAPQ4oui83EqNusXXZHkX84+eBOOI8byqgGzAVM7nOtZ5NgIs/4T0XOwSp5S1g52VgXBLA5aUa051s2W+lEzcnQDMANrtAK0Ztc0Fbs14CD/eBa4fAtADc80wxnXkdpzFCqmTbzGm75q9p3YG/z0dIwa8XYxW1bi/ZdKCf+Me9ngREfAig8cTjuPL60w1QHvV6vwn4MIAmPuLfup5pSgysRMsP5kjdVl1JZL/zKUYbm3ukFoNT+qXjJsivA9khjYAb9pS1GwKj5+nUu5oGqbnbt3Au9pg7Lq+zQmJzrBbVcjzWxtq6a263mH/X/MiBbOtpjP5O92qRo9I+DkBcApXy/s6+E2IgQj8/luuPTkZR6ZOipbG0w9Yssi4zACugVoom1pw3FIDfR2pMRQsphyXKPx/RybczjckBOKShyoeAOwdWc362PGTVRjNnJNp1dDrey3msNX8TpBJSEwVa59PqLnD+31nhESugvneZtoVD6o9ibIABQTeiaDMfU5jZyeG0F5ovMz4epOmHOstmnz9a3yHwbLZBb0fDVp8LECtqXrwOVK+DnS8bpBbwfkxwsv9pTmcTybZhREfux9JyHHAM6wgsFcHHgF6kHHqWDaUcbN7fs8vFwGU9+LX1ZQ3VUoo0oBd85lvLsxNwWCMBgkbaHDfUAXUvEiChBIYjYHxE5zf/hipl7nEtjJ4lOATQlwtHJA2HC1zfnVg10wxlxoruCKg0SCf9msf1OehAh3REKKX3mHKthSW/t1UawZVAnHAtV/cpmK07geOMc5kJ/JlDb9d8f5YjiWp9IaH5PuetlWA4rOi484EqTto+8jbG0iqt0rPYSh8YOI+B66nY4f13HXVcULrLWvo7pfCc0rF2fEJQ4GBBjmsFtI4FksBnMrjOZxwWSCyw6bcgdi06pC7LkMbJ0uRWUedlH7qWTESWsfP06h3a6WIfGAy41IY3WRIf5moDMORnIihUrxvaV2t0Z9f1Sv/UDwTojoAFAC/bEC5oT86/BeDTwM19YNdA/oA2/ugm985yAyzuE0zb50wYHjIkgXSnlH2ntGE0GcI2m/KU4ODS61Gf/aDXewof/KcboDzqRj8KlPcU32dO2ug/lwmceNAgjUXjWq59CuRHNBo4BSPgoTZTCYxfBm78WWC0Q8ewOUU65CoT7bvzcWAkMde9b6r8U3nP4oBGq8tFrR+wZ4RXpG5C2RRlGdK+irb1irpHO/zPj9WLYUgjHc0ICKDAdC6+dzQAUrdVAzddS2dph4v5IZ1toxRNiq4tDRJFTUMAZq2I5D7Fu664DLicjHhYMTeMjpF7MHYGoF7khtgKMQvI1YDuOt+7CkAuQ5vuM2PZbjEVnd5KrFwjVeU0bwPdQ12z4zroFn3+v531zxToQU42ZYqoOAD8CbCWM0SLRNlbB9C2QTqB2Y/ouPKxoukZUk8f5xl9dmdA/Q7H0S5ZthtmWgNOz8YjndhajoABAPfjSCnD8ojjqU54HyHwfJCzH7AqK5ty/oDeOXRrgojkiFutqRwpNeMi6FSkR7AqNz8Q+AxIB9vZGItdVU10vG634H2GnM5y9DFg8hLTOqVSEwCw7oBqwz4jqVniBqnrqeX37ZRwP6SzzEqkE7ejmEFjF52t4QnQStQaG6S0QgQS4HclnXO+x/cHh75fhxi5YszxNnOCU2OI4rrfW8U1RvkogGwN+Dm/qzABMAQAJ6D2SY49U4qpPSWTFjqxTgbOpGWJHZCLoXP7dO6NQHsqAY9agwKHsSYbV59w7C4qvTWizXDTfn/5yG7Oqx+CzT+0Zur7nL9mTnASNtyD3VxMsqHTLUbQ2JcMBIhYEKS3p0jl7ZYK6cSEdhvan+U7BPCDm0CzB9RDrsH1A4KlsADWDihzwNfswxM62h1rpOZlTzqBU99pbVVMz9VzAp1Yax8XAC6A+feA/FWW5282ZDVvPgu8MKJzPh8Db+fAxRk/kx8AbpfPsFtybGao7ZnbuU+Xmm9i6+9HvT4Iw3IlSH/szz7E6083QHna14eZtEd91nGzeEUEvgTFqSU3oz/gKbTZgBFBe0Zn1pzLgAX0fRNUrbH/KvD8Pu3kOyt2M7SFHTNF9h0FVk0hKltji436ezQESeUQKPeB9RiIF73xd56Go7NN9KjFZ+MytiMjkCqf5Zk2wyNu0MVrQDzbAmqi4+2gvzR1ioLjiIbAlTTk9QnBmlOVRzrR2CLPUiLRksaoCwI7AYAM0Op1OqFoosFWkbvG3slRBzmkVgJVZ2xLBM+1UfTWzslijJ5nRGbshUWCdpgYxoyGw7yPEEPL3LdF2wDSWTLdGftW1FDUD4ECY6IyApl8F+lUYD8gW2Ylx75AYqH8mFFUWwt8efS9NmY09g4ae8f1t36djjG2jMggsOoiyEAANKoCA4UDRmNg5xX+3o+5FpsV9S3zjmty8X0AG4qDiwPmzqtjAYc5575bae1bmaTjNTulI951fISj0y92uDbCRlFz1P4a8DPWj6Qz0DeiTuD6jwO7Q6AVQGgAzGpg/jbQ3OsBUKz5ueYM8Mr7W4NDK3231EwQOIbStjGjs/AjPX8BkMFAqZkzzn2s9KdUukJrvFPKxcSuJhQtdzmGztaWRPX5hOuhWyNVUQ2fVSPBNYGFCfB92QcEMdKhtYse6BkTGQWgzRZZeX6UoNZPeJ+QjiY1QOsEyvQc2gs+h/qYwDesRfRNyFD5MYHJzqeB4QH3f7sB3D2kk81j4DoKJ3xe2ZTf0wj4O6f56/pgIbXsDwx6ureAckXg1MzQ90IxlndNG7msufe7Bee4rhS8zPisVz/Qv2uKxt2QbFnzNpnK5pwgKxMj6kC74MZkYgfXBbBqpCMq7OwcKODp3gZOzjnH1tCuvpky98gdMJ4C62u8//wG2cAyA86+CSy/i6RLtNPtQ9av30ceyfJRv2Srga2/sfX/eOW9T/H60w1Qtifm/V7v9b73u4678u8t1iQBkgHS+SzZLpDdAqafAa59nEb/5DvMZyJjbtIvxTRIT5J7RlKbJXDW8WTZ+VtE6Nb0qgs8gGt+CGQfI8CoTKkfGdXWMzCimgC43iP5dPx6pqizomO5lN7Zuj8zcttnZfhdYPQSsPs5qtGXr5MajRd8b7knI13JES0JBEKUY8nYF2LvJ2jw1g9IX+Oc4whBn5GI0hXoz70ZgQ3bcqAbU8NRn9K4LL4NrIeqDmiQGhkF8Dkh0KijQxKjdqdkJ+qHimakIWlO6WyHSxr9wY5YGAMbGcdS7nM8sZG6X2P2meh8ASlLTcSaOpK2Ziqu2OVYwgopXeBKRv6hpKOz9JqVdqJAotnzHTZg6yKvW99HEmV2ZzRmXikTGANW837tXA+bq9igLwGW6LN5AKxfBOIQWG+YbgIIevOS41m+gZSOi6u+nDKbaE42mrc1r2tN2ZxSAwZktyM86067nVK083HcGIhzXtdEzN2C1W/1Ma9v4LE44om4ud7XRIqCqwugLNngqz0EljlTrVBEXN9HauVvzIiVcBr7tn1qtwkdfcZ7jB36gxsbJM2HicjzkuujOReQDNSXoJbzq7lmWjFLXg4Z+7zu5HleZ/k211cXCMgGzwCDM6TO0NmQ7zcmKq4EFFe0F17gqoOex4bXsnv1JUWbYaN01RaQ3u4TZbq2sCJArO8xaIiV1vSUbKOXNg4l98/AAxjy5xDoTr1sBDhSR2UATqkrt0PmMHb9GrADSX3DOe8umIIxMOUEwO05RShQfKCfB95LI1FvPOMaDEsk9iUGshVVo/YI50BWIx33EB3tweAQ8Ptkwnee5/NcvM7AwTV8rxtxffqSIH7zNuc2H1NEP78HvFGweqcCsFjSHow/AYwPgMMhn9VqrkMDN/0ecp38gbF25q/i1t+Pe5mf+yBZiKdhTp7i+n+6AcqTvJ5kwh7Djjwy52abVDRaAicjRghuwAU6ehV49pPAfkFcsH4eWLwNnmypBV9eB/ZvMpJYvUUDsnobeFO0aHNHBl7pmNjSeC7/mIs6tOBpoWsZmI02XA60nvqUfKhIXlR/JrGbVZE86v7cQCr9EklLE+U48gNgfJ2Ua4jMacMx4h88r/Nc1jyMbr2hgUu9R3JW1RTS2JQ3gIczpQbmHEJsezBjzsoPlPq4LtagovGwPgntQzHpZoxVNWDHyNsx9laa7LV5u3MZoXzre1pgs6bDK3Z4vbAmS9JpjMUuQUYcEHCgpQGy1IUxR/Y9MWyxNA2j4/KGIsOHOs10xUh0cLQVJW/kcDZcbw0AvwEN+z4NYjHhZ+ev6X5EL0NRsgFpk3D4Admh8oD3uH5LlLQZezFMm7vA7HVgPmQr91gRlLkWaENfbRA3BA1hDXQFDa5fyogv6BhbpRWNbk7n/8jJb/cKApBSJ4nBmFBLUg6oF1m+xXmpHgqcnfL5oBHwkqNbBqTKqw2A5YLfMb3JBmybAwADOne3Aeavq5Jjxfmz1vDQmrLGiHY6s5U9dzXBftxw7+RT2gNL+/iJzhHaob0Ia437hM8qVMnv83DKnJF/PkECada+vrjF6+fXpDdaAeuHjNhHt6VhmYMaqT2lx1Z02qk/B7ZsW+z3XUqtab9HS5HOaDNChVTaHAO1EPkESdPSrZRysIoZBQMW3XcrOtrVA2D4PPeEz3HpyAU786u4QUGql8C9szWTqdx6n3PSLPidTkCwq2Sb0d8PxEyYoNllmvclPw+Bl+jFoDkxUNgKMiLZmWKKxGhZB1eXEYiNPwnsfAJoAkXZ5UDPdMHnkgvw5jvA7qt8jus39HxmSEdutGesiKtvkylx4H4d7wDDjIV7ne0Z36f5whoMzrb92QdhL7Z93/uBmv/Frx99gPJR5MQMfW79MXW8H5FZsDbuXaTGZPoc699zUETYmCLeSZD3EuvfswFQRCDkwOYHEqx1cjxToMvFTsr5hQ0Q7jFSgVcqVgp8mJFRJNct6DQctgx+xo3crnB54RnwKskA+SkupTTaCrAj2Ff3yXbMvycK2ozGETdLWAA4RmIAUrvsSGHe7E1gbwfpRFgPkCVy3LTD6xIAnyK1n46ekWI+ATaiZosx2AlX9+JzfmdqhKUINGwBh9gxcoTSC6kEPEeiieE4d+2DLUckWjsb8Y/1gOkMGIoJsIg7VZ1AoFHfHWpS8eWQeeegfLRVeuUTAphmqQPitvQOoQOPMSgJ1NqzPgXVnBEopMaBQNJCJXFizrU5+QTZDpTUOGFxeS34AigKIKsU5Z9wneYRCKdkAEPNFuOuAS6+SQPbngIL0f6xBsuNVbmTzosB581JM+C2onYAfVUGtPaGOvPkVT7zZqW0V6NS8xY67lvPqeGa3LwDXBwAy4PemDsnY57T51gVWPEin23dsUqkW/ZrKMrJXtJsyWG5qHSe6wGYL5HaC3QV53x0mx1BkQHLh9IInZDpMhDdtUiMi4GBsCQIsAoaDPgnjim2j47gsV4SsGRHFAQ3p3yGuQBKdwbE+/0aDkq3Bum1rDLJWcDikXqyuHMk4TMazo01OMt2+Gx8QUF+t8V+ekuJ1QQ1PvAe3RrYDIFTgdX6rN83fsh1PXiO547l+wTPm3eUHm943eFNNmnLdrj3Nm+RzXUdRa8+VwVUzjlHrrmThizLtG4K3bfGYocNZtINhhbpUE0ULF4YPcs527wN1Hdlq/fJmO9+mtWZXp+pIsFY/ZDX6QTI85bpJJR9gBcDbWysgOkucPgMcCtnefLpDrdo47j8FpHi2fUpx1tco81t7oPiZAMv+IhfTwtWrvqXDzCgH32AAnwwcHIV2NjfcvKuYJSU7QPlC6rM2WVTI3gaphW4SO/PWKqJllHUwacYxUUHVA4YgRHBZkDn/MwrPN/hrmPHWCtds+ZrBka8qHZr6ZzGbPlWAwYgPQoZ0nbBzydQEvv7yiYEG9lYEYVHnxteAuvX1MuiYwQeF0hNmyI4jvoM6RA86w9hh4O1pzznpBaYGUyBSvnYbMoIpLgGrO9KbDhXKmoINAfc5PV5H51v55dTm+yczyfLCBgtzWPVFKYniB3nzxT4seb7vVI+ic430BeAOOQUh1pG2Ix+hdRszI8IIlyHvjW7gE7YME+fHwJhdys9JJq8vaBjySAmxJxGpJGLgd/d3KXR6kDjHfWfKEAJj75vxUhpAkWmxQ0xUhEYV8CmJAhBRUDnC6bSXOB9D4+AybP83eJ1VicMr6uyYsN1acAwaM5MIJoqKGyNGcMU0Zea2t+i4K3SycnZZBIttiug2ehnY6UkQIaidaToowSSm9cJBP0Rg4e9lwh+a9A5rJeMhncG1I92GbD6ONAeA6sLpGZkfoS+bLrpgYhVg8XIuYqKdLOcoCVumHLtKjJjmRjHbsly+/Zcz1gsZbfh/KejH8Qm+QnZkQDQoQbOgwPHl02A4SHTWRFAPBCoBVL62TQ42GYYLb3XbfkOew567mHD9FNXgyyxfgfNfz5lZO89xerdis/cFz0YNVCZG4vYMbXSbjjH3bLfH9lEwuYfByYvEFgu35QdaPtx+BHZodEUiDu0Bcsfyn4VHF+UZ/MZ/+1LsOx5g3QQqKvEMNVIAvXisL/X6Ah0upopmf0/y/b0dQucQemgQLA4eJ5goRZDnuXAYsET2WOl1HTgeghrpiW7E6bI7RyzbMh1gsCxOnCNTBzFzOtOVYyBJ7O7Ejj4c8DeTWB+Fzj7/3HdxbYHio9lQx4HGK7+7Or/3WN+/rj3v9/P3+f1owlQtifxwzAn29czqtAi81IR/T5Fo3ufoV6ie4spi+U94L7j5lz8AAhn3MjFPjdCBHUmAcDGUeXd1sD0GnBDRvNkpGgnIxAaPUNmZfkWHVkqUdUmtJbn0XETlwccbzOnYYgd+jNigFRxZLllOyE3G/H+OnAD2sFbiKz8wH3+28SVbqBNd84odPMWozirOgkWcQaOsT0F1t9ndFzdU362A6ynR3mL3108BKrl1mdyUb4bgh1rSZ9oajloKyUM6KPD1ADNtEKqngmrHohYa/tyQkdkZcNOa8mBG7+5AKB5snUWKn33mPNeHCgyXpDd6GZI2ovugp0v/WSLFhfjNX9NHU5Lpn9i1a9hq2SJMvKNwLA5NCfRtBv0Y0ri3iGQXWMXWT+i5qk8BEZ/ht0p598AwgM+s9AxIt4syfZNX2GKYvEOsLwPxAugGWs9dYyM/ZQapGKX9725r+cv4Jv0JWHr30ACsEazQ0DXWxRYS18iYN085Fw5iU2HR0w3zr/D5+IEjtoTOvJiRaZtKKfZtgS/m/vA+Flg+izTQFXkHiomdPyolbY8IuCuVj04AZBSIZbq3X4+1ma/OedYVm8C9Yr7oH7ASDdWtAVuh63hY629cCGthXRkg5uc+7ZihVtokUSqXqnJbEhDvuk01oecO18CUWvdWDRAn98C9gD6XiQCjgbcXQOKY23PRK7zfMT3V2cCMqe9jYDsku0NY0bsbJpCGrh2DZbtL8QkDvn7bMr7ChWfeXuBVI7cRrJG+U2uq+qCVTXdkvs+AKmUPbZaS1M2L4wZwYaPTAt3a763a5AqJLOJWNumn8O2BULB9PQwI9Boa117xOeY7zJwWh8z6Cgmun0JmVulnnyQuDbns2zOaMdcVKAyZ+HB6hQ4exHYv85xr2qm8jZz9scaHjLNfLgP3MqAkzGweIvBSib27SN/fVhK5gP44h8tgPJ+6O79Pvten9syRqkJm/Qn+Q43sPM0LqECuofAcq4+JAvRhxNu0vlbwNxxQWYjYO21yaTGbkBB3/JhrxUpjoDRp4DJEQVgbcvvHT9Pg1IdA+09GfOKG6Tc03Q0KpdTFJhKPBUJXtLWyECFrmdgOsu9d4Adu2vsinWxrE+Qerl0M0VR+h2Us7Zzd9oTYLbUGPR7iKlpayA4al0GN0SPLmnIqneQmpmZ84qg8TWhZzbk70ItwGEALNOzGxA8DA44pvoUbGm90RRYdL5AYpXMoZpD6jZAtlHaQ3n49gLpdFdf0rk5sNKqXfG7U7VMQ0frzji/rkWqaGlPaMCyHP1JyAaOjO3pNJcNwSmMgt5lBJjt8jk0Z+BJrBLdZmNVFuTsuVCA0f3kJa6PdaDjDBummFzFNetHSH0wrGKiPtG5Khuuh+HzbGBVjIHZ9wF3gpQGsznc3krpaAiPdOCZPSfrVmogq3qg5yTBpvcAdnmfxSEQZzLutoaNVeyAcEEWrl7zOTVzAoH6Ph2eC7y/ZkVWqj7jGLNdpkuKHYKLtFe2b0XahnTAXMu97gzkdEBcAssfAO7Nfi/GDdeNmzJFku9yHxhD40zXUKqi6wBwa6UAWt5iMwcPSayBzTnvvT6nlq1+QHYDUUzHkOuzvvcIm2bg3YKvgNSjh/kItfg/VHpMINtlZEHqMzIJ3Yz3lUnQjIzv856p32JfNqPgHmsv0J/HJOarW1Dknb1BpqGe8ZmEudgZgefqDu1b84DrsL4nIKWA0ZW0JUHM8/gFHrbZOjFjHQFtdUxQlA8BNwIgFioxogrgfMl9Um+A80LM2AXXaFbwuWRzgqXmvhiuPSC7rtPZ9wAcgycRbwjo20bpmRI842hBwIaGa7ZbAGf3gYupAJvj/Wc3gGd2gakni9NB95Rxr+YTVaFtg4HH+cUn9Zcfxq8+6vUU1/nRAigfZgIf9Vm39bdtYuU07XAuCKlXK2709gJwGxrHuiLaHn8MmNwEQtYbyPaCm9PniuxWQHYAIAAPO+DiDnD2J0TCxQ51A7u3GfnGoSj6Z4Hpj9N5bN4GVpkWp5x1PZPRU/QXI5JuJkZF55a7V2QbajorP0Q6s2T7eO+EZ7aielRMvYQNUlvs8pqijzMySt0MfcVGJ3Che09plJr3G5aM0MpDRuTtRkZsg17oWtJgFvtIR9aHmnMFTwcbWj4jL00AvCL9I8Dv8PduA7iFDBxoUE385rMt52PpkqI3slaW6QeMwCy9ETrI+wPetD4Cfj72a8ba1qelZkyI0iKWrrIUlLV7N9bMHobz0q7cJEU+eIZGcPUmaeTYAiGnkxlO+LG5RK2jnGMvbsshOgKkteXXd8XKOJZyj26qh4giPTg+h8nLwPAlPueuRgJ1qVeIHBYazrE18jMhJa6uLT3jfMq5buY02rEBMCRlPphwrIvvbYE6j5Ra8rns+jlw/n0ykM0FgVfugXAKzMREdq2i+Tn31vA2mdGuYoQNgUvTy1gvFuuDYnqmsAGymsFDMWVKqlshHbSHiHQ8RKYgwo25BVIfJQOgLVJJvZ3CjUpB0JJOLUY+i/ouUr+cwUEPKq3DqB/318+KrX3YoU+1uUt/IWlqBvyh6cFgc7XgfMU1mYGYg7qyCZ9bJzuY7xA4BM+12FVKfS7QCzu13uuHXO7rt2UjlPpykd+PFnArIJwQ/DWn/H7IQU9e4bwv32R1VlFQF+LGnEsvR2/BSnbIajg35fzWAhiZ1mjsBEIdsBDI7M4Imhz4vDd30XfkVqFCfghc/yQwHpNVbj5BVn35Q9739JPA4W2W8Z9dcA27t/l9Wc5n1FUEgEEpYz8Fdg6AHQ8cOsZcJyCrdLZUgLsVDDzyXJ7t/z+tv9wGPR/0s0/5uacCKF/4whfwa7/2a5d+dvPmTdy7R2geY8Sv/dqv4d/8m3+Ds7Mz/NRP/RT+1b/6V/j0pz+d3l9VFX7pl34J//E//kes12v8pb/0l/Cv//W/xnPPPfd0I3+S1weglB55DYvMPGBdMs2xhhWROEoaks07RPZhzQ0xeAl4/tPArTE1KW9fkF72LYCW1CSCjGnHa9WnwOx/AuE+HdHoeeD6q8BBAZzK+No5GqGRAZVzi3bdhQSOFdKBYa4ES+BeYjOn5Q/EuFheVhuy20qdpGPv4+XIEUDSF9iBbnYU+uA5Oqxiyr4bjaJYAH1Dtwx9TwCbyw3BTPDA+KaYiiHYaK3q7xGOz6E4pDjQeTIS9QUNswkEO4GOYHoIKC1TcONGD0Rjwizi1v2nbq1O32m6joz/DS36Y88DQRkcrx0yieycDDqQRLJW9snJQJ/7t6jVotqM0XO5xxRYc4HUs8KLxbN+FgaY/Yis0/hZ/rg4YB+d+pTzPbjBzzbQuogELsERsI0mZEC6OY19fUoaORto2reYnCzISBfUT2UDjnFzV4JGzY2VvPsx12V7jt4hha179v1Wg6fzKI+Y7ouN8v1id3xGB5IFars2bzMqznc5L50qTUx7E9fA5k050gGj72KwBZ4rgbMpUD6jMvBbTG9tXucet4PmotaulfFCAmdk/XPNCl4jHyO1iY8roDvnPafu0FDVjsSndrxCWHMOugv0Z1ldiPkJjPiN4fQ5AWEIBFbTFzi2eg10EWht79rmFbCydMglZsgCiK21aWfoWMv+gH6vdnMCCC/bEnNQOKuCgXbBNdSuCSr8UABlrp9fIJXxwgsIZ0A4A8I597UH7ZfZCgsSupbrL1SyXTnX7OAmMJyqL86SQcvyLjAacd6bBe3z5oTXK24AO5/l3NXHwPk5A8us4LP1AwZKXuvFGjGaLwgtWPq+6m2Zm7IcfG+M1IUXGe1itQbiHrD3AvDSANhxwOsD4LW7BGBRaeagzZDlBH+hAlmZIUFNBpbONwAuAKzOuF46AZW4vbceBSyeFCh8GFBy9fMf4PXUDMqnP/1p/N7v/V76f2Y9vAH8xm/8Bv75P//n+MpXvoJXX30VX/ziF/FzP/dz+M53voOdnR0AwC/8wi/gP/2n/4SvfvWrODo6wi/+4i/ir//1v46vf/3rl671kb+uosj3exkoMeOpdIZtEjs9NM5pINsVgEBavT0T8i+5eccD4JqjTT6RcjyVwgKJ3s4C0N4nZds94MJEyQWflRRon5/J0C14vk1YiL2YUR+SlPRGcyt94AZkF0avAkd/lrfYiGrMwfe1FzSk21GV9atwro/ao8achKnmuByBwehj1C2ENXCxpgNIjlcAw+c0WFmBdO6OaxgJVhf820uQmo3kJAwEWQS6x0O2BvvUTGT3ezDmc5IYHjSU1UNtfmlPouO/i11Gqm2k0Y0d2Rc4pTdK9BGyorxsgNTUzQBTcQj4CsAQ2HmBlRvVTJ1gDUhEpKqQtMY0f1bO6I2hG6i3xTWJkls6G+fRC30df+YdQVg7V/vyQzEqis5LS1FMuAYbiPUpeswXI9NrriTYynbI/rQVRZ3dnGBnc4fRux10aF1ql6/TwLYzgpCoa5VHZCP8WAZUgkerMrAUo+2DZFgHjBgz0+mIRYgVjXd7DqxbOhvUXHflEddH5fh9fo/Pt+v0fa26r44JVpoLRfIVUOQELfkB/xQHvPfqPrjxwmWA7qSrsNLYbMI5DTXBpWlDilYVeQv0LfILOeKa7A6cKH6xgMa0xHM2C2uUtrWDPdsh78tPkY7QGO70Ka9uQ+Y2H1OEjq6vCIMTQLH5FwA3ndi2nTTmJtP8u4L3nQlgmW3xnvdc7JHFK6+BvU0kMG1OeZ18l9dtz7knYyMTW2idHnAtJqAWcImxyqe8Rz/RPWgLhTXXnvUkqWukrsWxBhYKBMtr/H9zQqYvNFrrI67DTsJdBKb18j21RdgXyPTagyNgdJ22IUhr1Fwo5bsHuB0GKTWYSq1sToNYPgFpcJowkR3oavB07cjPY4JexKsAJ9SsCg0AHrbARQdkSquHFRmXTus1vT4ge/FU4ORJgchVRud9Xk8NUPI8x61bt9718xgj/sW/+Bf41V/9Vfytv/W3AAC/9Vu/hZs3b+J3fud38PM///O4uLjAv/t3/w7/4T/8B/zsz/4sAOC3f/u38fzzz+P3fu/38Ff+yl952uE8+rVl+C+labb//36f32JOUlpHQCWlfDKRCRUQL7jA27M+4kJgvnKzAvyunkugMaov6IDzI6QTY1vlXa0D47bWomtZWjb7psrJlPuv73LRdisgGjjZZjvsPjJGCeU+xY/tGkABDD8GTG5xPItvAU3H+3Hu8mf9hIxIqxRMcrpAitCsssFFRjCrN9jGOnU6FJAxDUw21EatdJkAQDnpuqKxK/aEDyrOWzrwS2K6bB/IjlgCmyu68UozuYLGMzulFghyRt2Ghym6gQxdpkgISOmsbEcdOg+5BrqFmpzVdP6hI7UOz9SHL5Ho7fImn7dbyQFKt7NdoZLSOWaAbclGPvuspGH0U8BLq9RJtxNzjhsjRWjS/jRnwOI7LB0ubrIkcrQP7Ozz2jUERiONbKYvjpHPqHoHqDMgL7lu4xLoToGL+xxffUpw7JR2cBn/3c11n5aKipwPv8OocfgCv2e9oZFPommNJaX4InomItBgd1VvmIPo/i6QvneZBNYZxazFgaL1icTrH6dTatcEAtmAEXM+5h7qjJGKSIc8ti1BRew4B9Udrhmrdkn7QSDDgfuovKbvnyOdyp0Ne8CcDSWcXsvZOQU1NddofUGHfSkAitznzYZjQEDqS5RNuH6DUijDZ/iZ+lz6oYHWpefJzJv7nCtfcG0hcH2GjYCCGETYM9HLezrVTgxrJlGovTcsuHccyOrmO2Tyoq13J4C54fd6Mb9Z2Uf6dmyBn3I+OmnWIABk3a/zIYF/ti/WD9yTzamYgxXXa90ShIQlUqO5di4xq3SAkJC0O6WNapYE2d051265C8QRx2vsc6HUCxz3Vn7A57t+iwLV4REBsHO0Nw+Uqms24FEYKwZSfgCc7QB3bwIzAMdr9b0ZcIP6fR5nUox5Ivn6Dc4FOq7R4yPe4+JU1XYFwXWWaa1uiblTBeMHYUzwPp97L18at95zlRx4ClblqQHKa6+9htu3b2MwGOCnfuqn8KUvfQkf//jH8frrr+PevXv4y3/5L6f3DgYD/MzP/Az+4A/+AD//8z+Pr3/962ia5tJ7bt++jc985jP4gz/4g8cClKqqUFVV+v9sNnv8AK8Ckg+DGh0uHW7n8v6P9TuA42a1TQjTFYhtCRfA/TvAwRSoHbBYIeVMR88B+5/hgp3/kOmQsEB/IqwW+PJ7wB3loKu3wGPpLSUQkRoq2ZkqUJ7Z7yKdHoycU7G+D6zPaXhCZLrn6NPAZgF0TpHqSX8tBwKBySvs7XL2PznOdKy85shn/FlzwoqQmKmPybminBx9KshvzavdQ7cV0SkPn5UECtmI81BZThqK7hqQtVpKc7KRwTWmpKSBC+D7ggx9aKURUKSTFUAhEBGW/O7iABg+R8rfFWLFHO/PTiC2g7ryKe8ligJvFgAeqtX7QtGPAd2t9emMMdAaTZUtxipsOcLOwLV+VuyKPbrGCO7iWxx72yo1cAxgAxSfosPO9CxzkCIWY097IfTSndCZ2ZpygWsurJH0I6lFvdJ8QVoPn7O3i/METPWC6y8/BDUWyz7ltr3VTNe03dzO0h9otK/W6LUKxoYsOCcxqvpin4Aogo5y58eBnWeAUcaPzK/pJNmWbOPmhGvJ9lqsxf7IWWze4p4Ksy0wvsV+OTEyMSrQ2OGaiZHOqbrLuUit+TPuCb+LVIZrHVqzXXUsLsRiBq7JfFfpmnPefzYk8BreZi+QesZqFA8+r/UDguZswBTrYCQnPicAQie7pOcEMZFhBXSeabJQb63HnHvPjwQqBRL8kPvRj7WvlnLESyCecH34QgzVnGPLxHD5iWyRNGUmsrZDRc2BhY7j9Vm/ToJsmXdKn0lLgozva8+A8//BuW3P+HkXtefP2YvKO92Tox1evca0vDXi8wOWDO/9ONfX6ljj17q0M8Gco8C1qWhn/K7O0DoksG0eMj3YrWlP8gFSR2g35Pe+o+/b3AGwlK3KgP0fA154nrd2Z8T12M04B5t7wKkjS+QzjrWc8NnlU66RkJF9Tyx47Of1UpD+ON+4DS7etWGvvO9RAORR1/qAr6cCKD/1Uz+Ff//v/z1effVV3L9/H1/84hfx0z/90/jmN7+ZdCg3b9689JmbN2/ijTfeAADcu3cPZVni4ODgXe+xzz/q9eu//uvv0r686/WoyXvU75+ERdlGea53qFZBYmfuRIBq8TX60lU56qRbqIHT/wF8E0Tw63sy5keM8PZv8u3VDebJk5bEjHEHNO8As2P9v5GBM3TfiXaM/VhjJmr9hioQGqTyPTfl0IIEpyiBKCHZtZ9iyebim0iiVj8EiheAvZ+i0HclzU3skM4PSZUkLdCdAatlDzys2Vaxw03anCPV/Ye1xtJw3tIpt/KkmejksEFyiOkMkzW/q71LYNUt6Ey6NVmg5pwb1hV0ZmHdR8J2xEA2YY8MN0XqJ9NFiXJBZ9bWSOWcLudYgximGJRu8QQg2ZD3UJ/o2IEHNP5W/ZOqWgQ04JH6qwDoD2UUmGpOeb120Rs6K78NUVHyc8z5rx4SZMa11mTN/iZuCMSXWdqZuT7tpYCY1LbmMszANuU1x+UCUgm2dend3hvOk6kqD5RW2kXfQrxVhdOA42nnnItL6S5bs66/riv5JyuVEjknyIti7ZyAe+prM2LUWlyjsXcNgcr4JjDICMYcxAI0BG9hxfu1stgUbHrtByhVutZ4tyh6W4em7YoOgLQmAT2LZGvc9Cl+SnBRHJChamdIh4DCca024Hd6cL8Mjvj8myVBx+A2RfHjZ3iN8x+wWWKYc811a81pzrXcSFDrW/4dCrtR9L2LxF5lA94PLNCKSFWKGJI9sFRgp3H7DGTxaq635oIpYxe4LppzgnWXsXPy+BNiBO9z7ttz/h0bpkOzViBswufcLNC/AvoTycW+WBkywPmIHavgjBFMZ1a5ns3JvNa8tHpxKV1URiA/uAkcfY59qtYVNSNY9TanPiFgCBsxKJqPsAZqpWTqhwSaWSfg0xLkIPD3Qfuhrmh7u7XWSysQWwKl7bGctqXruDaHez1b7g+pJcwzgvQLpb/8Ofds6nG1HbRf9ZPv9boKVD4k2Pgg13gqgPJX/+pfTf/+7Gc/i7/wF/4CXn75ZfzWb/0W/vyf//MAAJfCQI0nxnf97Orr/d7zK7/yK/gn/+SfpP/PZjM8//zz737j4y7h3uf3j/r8ltFMAln9P/XUEKJOVRqlxKvoI/nYEmBcVETYETLAI24IgIs8ndArkVystsZSg+23IyjcOgTGr7JZVn3GnhpVBaZKNN5soqgyp8FACeTXgcMfZ3T24HV1QzwHzt9h6qcYsmy5OWFPBXQUVk4+SV2FczIeJZ2tKcYvgfIt0ZvXph+/JKV8Acx/AKx/SGcYlpy/bEwnWxxxgzZnNN5QtNLVSBqYCDrwuNY5FEttavSOPhmABzKi5iArpLRC84AdLXOlieywxy7jfNVngLujqF954OZU17Fcvu4vOVaLsJUDb8/Q0xRmLAKvV+zxvq3Pg2k6IviesALWb6qHykaRvKUAAMQ5j0WwE3Htw3ZUgG8JNuo7wGYfiLfZNru2oQiIhTnZluodRuSwKE8gCS3SOSyJ9cr7tZjv8LnluwAkUG1kbE0Xg5pOoFsAriJ4CUHpqVLAwsvZS3uS7/Ce2oXSpiZcdkhAwRUEI1aqaydhl/scS3AUEq4iHU0OpVEfIKVkkdM5IxNgvcG92Z7qOInqsp2OjuMOYgCQc7zp5Gzl/32OxFj4MZDfIOM1vsnPz18nm4mW67sVsCj3pfsYCRDb+s85z9PbwGSwhZnm7I3hCoJBP+aabB7SkWZKLXiPpKfyE7GScr5+ICApNmi7W6x1sc3GTCdY5+LYEYC6jGAyVPy+uAE2Le1gtxHzMwZGt3jvhZ51dQepIi4bcx0HsUbFWDqRwLWS9HSbvo2CG+jnxkDaH8/PY6jqGbEd0Lo3sW9rYFl7xinAGDwHjG8ARQbUts7F+iJwLWPGniQo+RmA1+hWXKv1QnMpW4kN91a35nd3HUH2csZ58gOuldBwTtoNdSstGOzFQIbm4FXg1m1gtQHe/g7TRgaMyxwY3+KZZBG9XbYAIHVr3g7UH/d6GkBy9T0fBYjZej11imf7NZlM8NnPfhavvfYa/ubf/JsAyJI888wz6T3Hx8eJVbl16xbqusbZ2dklFuX4+Bg//dM//djvGQwGGAwGjx/I+wGPJ3ldRZlbwCRFtva2XPqHCQCjEKN0C7eI0tfHojcD4DYAluDpsQNuSngu2AvRzcvvkrVI1Q2KEp0cZqiRuoIOXwCu/b90rsv7dGLNQ6Q+JJY6SOeGiM5tB0AcAdeGAD4JnGQUAS6+I8Mhh5AqZbR54xK4+D6d7ur7BBYsieHfTpoI0xM4RboxIp39Eqd8z+QlGpr1hqArKek/xxNzXcZ01/kfkW7PDQjKkXVrJA1EWLBawUqJ8wkjajuKvJnrVsJWNGzPcs1IZ70D5AKG1mfEzlzZhJ4diw2dAdb8rCu4Brq2p4azEonSzyIun0GjHDKinMk+Ga5uSRGflYymRdYwGmzPuCy3S7TNaFb3mMMe7DN3bowbpKEIS85x7oDCX/542woAva18/YK/LA7Itpiw2Nu6c5dBShATEsF73Ih5aS8Y5aLjnrD0RjtH6n2R7qUQwJoK9I9IkbsR0gGXWa1KFHMS2qMu43PJDrjn2tj3A8nFFiECsxa4eAfIVW0SpWWyA+2yoZjFEdfp9GXu0dXrqn6ao2d40N+/nSWEyDXSnPHf7QXXjvdbe8/RVgxvMQ2WDhoUExYEggcH/Fl9zudfn6oCbqm1v2Q7g3JA0ev6HvdmXPA7uoGcuNIuxtJZZZrfkfDzFuevvgu4JfeHH/ZgoR0rYGp5jdByz+Ulf24HToYpQQocUnfWUJG56cbct15AsqmURs553VSVIx3e5DkAU2nHlFrMBkitCLJWrNMFwYUfiPUptcbM3kyZMkMEnOYFYrFCJ+2d5/wa85kAeKYKKQBNYLO0+j7fW+wKhNRI/ZysZ4wr+TXtjAwzSmpUBre5TuqHSrl0Ys06XG5X0IqYU6qqeQi8VfLa1V2Of+fjwAvPArseWI6B+wdcd+2C6blpAUyvAw+NIhVTZAE1XG83n5oR+YhBx9O8PhRAqaoK3/rWt/AX/+JfxEsvvYRbt27ha1/7Gn7yJ38SAFDXNX7/938f/+yf/TMAwOc+9zkURYGvfe1r+PznPw8AuHv3Lr7xjW/gN37jNz7krWy9rlJT9rNHAZmrP9umm7eNsgCLG/R54GyqKGHO1ED5LLDzY1wEmw7seeEYLTrP9xc3uUnaBVC/JZX+QzojVyFFsHA9Ek7j8nTAw9tU7XsPrAqBEcs5xj46bi7472yq5mQvAPsDnu8wKYHzHcDfITOwlgO3MuVQ0+FsjoHNTOmJGsBKACTrF352AIyfozHpZPytIgFBBrdkdOfRR2UuB+nj28D0VeDgSAGyY3TZ3ENqXmcALZ/o/0qDWcOyGHgtE+MCW+mXBinyd7kclYx4c6wIqqDhsDNXrGV6KwMUbU4qEIRtiSTbJXPAvqCDaSqCU2NtPNBHe0Cf2hjS6OenymU3dFiXzg2K/TpMaxICvjU1CGHBKDkFR1Esykq0+wyIt0gFR0dn3qzooOq3uX69p3EfvsAy5eoUiN8DulPNvcBbBO8/dmI+nFIntdKCSilak7lmrTGZfshYEAfYwXB+wrUzfBaYfhyIBY+MqO5zHdtJ4bYPbO24CVuiT18C1nMC/TzXM4m812rGoxWCo0Ozvh1GqftCYEFjwZD35UukgyW7LduR1m0ArINsqNTbaI6UGkOkg0GGdJKui6T118fsMxM7OuRilzalPOiF10EAtTlHOitm/SbYA+knCb6bY6SUXoxIGg1LZSEDdSZDnrI7uEEQNrjOZzNvOA/WKyU1MpzQdlV69p3YW9fqGQugW5+k2EirtEFqnpjv0e6EjnNZnwDL7zNt1cwIqE0PBsf7KvYIGNszrk9EMj3ZgOs7XGhdh/57syHf1220Ho7UB2gFZA+3wGWGVBHpOqUPxTJ4gYVuyRO6MeYzWL9Fe+dHTOd4AW2UsmMT2vzdl3jvF9+lnqQYcQw7LwKlB9a32YW5u8Mu4F5gfHhTPVveIRi1lOrmTbKjcNznfgcYXwNGDik1W5TUHGVDsWQFqzLheM0om2VnLsUKqbozRSkfxetpwY4ZqSd8PRVA+aVf+iX8jb/xN/DCCy/g+PgYX/ziFzGbzfD3/t7fg3MOv/ALv4AvfelLeOWVV/DKK6/gS1/6EsbjMf7O3/k7AIC9vT38g3/wD/CLv/iLODo6wuHhIX7pl34Jn/3sZ1NVz0fyugpMrv7sUe+78vO0sIWyrdY/22GDtMmr/Hd1TEOR5cDhp4G9G8CyBYoHikDk+DBiw7ajl4H1Cjj5Bg1wXDMCcpUWUYX+cDUg9c3YFuki8sC8rmIvk809pHbJSZy7BjYPxSjs0FiUos0texQrbkoIjMSmd46Arlch5aS3adT0npJHix/+OSBkRPzr19iaGR0dwvL7jHz8hPfVnPC7UqnviGOuQcdSR2poIDo5WFql470Ue5yHrhIQWhD0mejQIsd8R/dT9/NppcvdSpHlnHOW76JvPmfrQLStWyMBP1PEdxXZBesY2s2pfUlU7xyM0gCEvHdQ0fEaXc10Q4paBwJdW+wZNOarACUBlYLrLkalsgZ8BrxBjqU9ZzWVmwLDa1AZDxDOgTijsbaeOm4HyK/R6DqlTJocwFoMyJygKJ0qO2K1gx/LsC7Q60NEy3eVJjRoPdnzMfahIQjxO+w3kR8gAXEDQz4CTUZnHSMZFz8EKfYdGuNij87P6zk1DZIANC5Jq8dMjk5aDV8SGMWW+2DzAAglD3FsztD3AtJzMcBra8xMRITYqvX24uHez/eVRiykTTpj1UiYK7Vyjb1eiimZgeZMgHKpaLtCSg/Gc6aLN9eRusqi4D5xlvbKBDY1bhfI7A0OmD6KDqgWBNR2argfEsRYUORywDeAn4sNWynwyJHaKRQ7BFTtigLcdJq07j8rtlIXgUA3riny79YMYqwde5hLBwJgXYs5PEeq1gO4jhIbaTZR6RID8oNrBGLlPlkkA5mW1pp8koUJm2OyxnAcp52ubUckrL/H/3czaX+eAW69CuQeuAPaojwC/gA4+DRweA1YdcCmIrAqD7h/Jjmw64DlBGiOgMUDMoTlhDZh+CzZz6YlC5LHPqBwGYGiKxg4tA6Yyz6ersiehSUQBNDOlqxCAiTsd2J7lrRNHbQnt/Rb7ymS3WIN3xdQPA3YeUpg9FQA5e2338bf/tt/Gw8fPsT169fx5//8n8d//a//FS+++CIA4Jd/+ZexXq/xD//hP0yN2n73d3839UABgN/8zd9Enuf4/Oc/nxq1feUrX/nwPVAeB0QeB0Ie9Zkt9iTRZGaQctGKu6RIhy/QiHZKCYTIhTdyNOr5lI7WOTCKkZjwWgGsd4H1i8B8xsgjtj3KtbK/hPozAaSRUkORrMv6jFFU/Q4QT2iInKJAVyIJLV3RR7jtGjhxrJ+vZ6QvO6no/RDAVNGjB7IT5epXoqI1J7l0M6axMe2GG5EerY75faFBauQWGmCzRjqi3M4BsR4M7YwNt+o1UG+QjgbIdwFUMoBVDyCsqVbu+Z7uHAj3aNBTumWq79Ojtc6auUBSBIFNZ9HgmNFaN+Dzjk3vIFMVl4w+9PNQbxm3TqBHgjnUSN1rTb+UjhgokU6xNeeX1lq8DKjss9aO3ESaTmkt62bsCwKF0CCV/TpHANI8BBbfBqoDAGI9wgWNfi52LZ/S+FlzuWKX7evzMYANNSrtUoAW0kjYs891f9LgpJb82AJ1GnM2lPEXSLC+JvAshY2Fqj3GaiyXA3EE6ojWnBunaLtu2DNn8IBz0G04D64WYCyVclmq9NbG5qR52iVo6VZcX905773JGMWbGNTE3nZukAUM26/03IyFy1jmO3mGACrWEk+egXoiMZuDGwQxoWVAUT1UwKJo2FuAozGEDbB8m58d3QCw5jygQUp1ZtJD2doKS0b262P0bJHTM6i47wdHYCrTI531FB3/HUwkqvnzgx6shQ3SIYFA//NmyTnxhdYLaEvqE1AYa6wcBKJ/ALaaF9MWWz7jCALlEFhk0CkQs1PKg/ZZZutQKa2kCyu4V/0Ou7fuPcP28Ys3NBcZUjPFTLYPC6VPVkCYApMRNR6Zo5Zm/SbgFmTWOs/l7TMyedbfqhgBU8dDlDegZmX9kMx3cY3z3GXAqgH8LTZuKwDMv8sO0JmxvBvArwme7wXax+oeg2J0QDdkdRoi11W+y3WXT5EOdK3e4risYWW/aPFowPBePvPqZ94PcGy//ynZE+ApAcpXv/rV9x6Lc/jCF76AL3zhC499z3A4xJe//GV8+ctffpqv/mCv92JP3uOVHOEWikxleQMa0aCcZnBA8NykswtgfwKUYISRujyC0WY+4iLsHDA6ABbD3qBZVGrO0YbvB0B2SGrWRVKB1T0g3hFAsJx+JvB0g06jOlWuVloJN6Yx3xxL8X8ONqASVV8c8cyKfJc/W78OzANzsd7xu/NdYPoxGvXlXaZgQgXMvsd7HFwj6KkfIHWnTSmyVhFb2HounlHV+i1F0ROgDToI67A3Hr4EcoGssKHjcAXvOUQaomwgwLESAMq2HHhOA2UNpkKFlAqKorBDw0jJDfg9USyPc6osGIlx2egWGiRhZKYcNiQKNCrVAEmxx/Ea5Z/vs6qh2GfE1VpKpOOcBYt+3eU1mMBzJmZsyjXpC6QKolgDrZxMpudqDrB5yPvzOZ2Wd/z95BU6qM0Fge/6mBF3sUuDHWZkvYxds3x/aOTEVU3RrS47UxcZ4Vou3A/UQyMIs0gzhYoGe/lDdsScvATsvsIy2ewmmTXckcM0MKjnVt8BlqLq6xkQRtR7xILrpz5j9B/NYUoYPbgtPZTn+q3vUiReTJBKm62nUNKhZUhHU0Q9DxNpWpM5i1B9yTUTgwD2sUClF1O0xzUwOCAbsnnA78xyIMpRZ9A9V3K+YsxQEyAWh3KkF0jMB/KtuW2RNHDtRR84GNOaDaT5mNCGFbtcp+2C35VPmf5Nbf4FeGLGfVi3SGckmTA4G3J92hzmE2nDBpobAR7Tg5lGJDR8Fra2ouP3w7HhoL/J57M5oY1xtZ5FyzWU+uuEHlRaaTQix+wGrOqK2dZz25q34pps0FJMUct7qx8AZzf6irTYqDopAKs7BPGDIY9eqJ7h8zZGuInAwxnZDSemMIIgO98ByinBz0h7vKkJ7nxNBr46pW3sGoJMF3nPdrJ5W3PM05t8XzsjuB/fol1Y/5B7tLugrb3EjLzX6ymBxPte5yl9sL0+lAbl/5jX4ybzg0yK0ZzblLpHype7IZ3o5lx5yw2NZXMOzL4D3FXO1HLH0YEdLW9xk7ZAny8OipBGOrY8Ut2eSjFL0nV7n+Nx99U5cPZHZE0gAGDv9TvA+JPM4aMDwreB7h7pwfEngIOPsdHb6i0t1oWC8Y73VR5JfzBgqqI6J33eLcDSZm3g4jlR6XvAvONYwhlLk6upItEL7YO8n8MIpN4tDkhVG7GWYNHEqDkddh2UHtD4rIcAgnL9EanVfxTd7aA5b0RNKx2Q7QLZnoxxVH8SAwMdjW2zAIaRFSGtxH7dDAQUOzTeIQJeRgDL/nus74qVPhqF6ryMxUsEb6sTjre8xvJmP0Q6QK2LW/Mjo/oocaaxOdmYOWw/VSrRU88S1tIf5BJE3lazMgGgbMLPN2Ji8l2mfoZDOvV6TX1EPQPGRxpbx2eRKqkUuTYXAhi+fw6uQ0pNImqNGgvlkQSFTtopV4odlH4orgmeuw1QFlwP1m8IELhZsQ9E7MiqLBf8XajJmtg+zUcca+ZIqYcWSbSd32BqZZBxvYWa6arRdYKx5pzRMTL0jemurOWkd9oG3WmBS2e2on0AxJg8w0h7cov3Xjc8DLE5pwN2Q+k5GiDryHS1c+4/SPdk1T75mLbDDftnY2J1S+9AUXMISCW9EECxg0O7Ob8z3+FaipGpB7dgha0rCMK7ik42bCSUjT2It7bwbqw5WoLp4QxkkKTbidJ/oENKRwVLa2b93EHsjR9QRF/eIDMwOAfO/xjojkFjmjEdFUHAXc85b91S+xRiFz2fwzKoCWGltaz0UDbqq8HWx9RrBaWNl9/V8SRjDq05Q9KiLb/DIGN8S898rgzmBniQEWzMvg2EB4BrgHYEMlbXgWsHwNABI936Cnyu5TV+z2QMzF5T5dKc8+mmDHiKMddsvg/svwg8P2W8ee8CWC+UevVAd6T1IXYpVfS8H5vxuN9/UOBi1ONTvn40AIq9PiBKe+znBU5cTiNa3ARGrzBHn037aKlbMXoPS+BkjdSkCIEOYu8VdhmMJXA3UIl//jqNsR9yAx78ODfE/d9XmsIBGLJt/PUfB6YlcLYLzN8Aj2sH+lTJgOzHwed4mNvmHPBv8efZEUsTr+XAaAqcPgt0Z0TqVsLXLIFMqaa6ZBS7vq/ra0Gb0M8P5PTHZInaEogzIJ6TodlmDvyQG94Pady6+Vb0ZMbJGCQZcTt2vluKSh6CPV+UYouV8tFnSNGX0ZeWUnFyGqHm9fOSACzb4c+yJdIhgCZAjIpcMokJ2zOkI+39GMCYNHIeBEAL5eWXdCLpbBxtxNSMTkBh8nEg7tDx5/v8Aw9kFVNjrVewJ6YOxlbYUtzWPuRIFSzZHsFmWHEeuhXvw879CVFzHBXN7vPfzZoGE2JeMsdILh+z03BYAF3JtWxsnBsCXqmsqPl1Fce0fWYTHyRSqicGpBRIt0RqdGfAuLylMtMNI/J2RSFlOaXfaleMDg0IWOdSn4nFMVGVGdWCYD/U/F4/plEPDYFgNuV9tTWj6a7WfO7Q4ZtQ1iJr1/XX77otM6F5DWI8rX25pS67NZLOytrQD55hhUdZEDuEjuvIRYFg8LNFznXbDDVmAQBrThdbgZKRWsuvBcDkdA1oQFqTqH2Suj07Ac014JZbYvERMNznequX/Gy5J2d3hnTqtp0X5DyAQc/GWEl+YpSkE3O2ZtZ6dmJAnUeqcEki7JxMUab9n+3o2egZlXvA+hSwQyGjAj0Hgsv2TIzevF8S3VJ9phqybtj0QQrAPVAeEKRgyPXfPpRYdcFnVLV6DgJ3PgC4YHPD9XelGckJErsZv7c9B0+RlharPgO6HeBwT3sOBCgNeIJ9u2EAPH0euH6DILlZ0kb468Dhy8DeLsuQT+f8rttT4HkHPATwYECGqZoBo13uqdAA26nmJ/aT7wdinvYVr/z9BK8fHYBikx4f8+8PcL3UnK2ko9/9f4DrPwaMC4qWzjqgHSu6cTT43QMuMERW2xz8BHCwT2rxPAAn94HN94D2Pie/iyw/3L9N0HB6m5sjNjSa8KQJZ2DUaEbaKm6c9CmD6xKttaRB7chtl4FtqsHmP1mp6HJM5+oGMvQVT+uMGRBOgfYBv8tPOJZYsxpn8QNusuqhQJjo320BGwo5n5uk0fMDjmf9hoTBG6SSUS8nZh1TQ0eg13ZK8+zz89Zwq51RiNueIp3P40Xnhxx9hcuA95gPOYepR4r+vrRZFX1mBZ1CFxhRWeSV+kHkvcPzFUj3Vkg9FUzwmiJYz/lZnwCDJXoWwfVO1kSk1mnUNq8BqO21aOwenCJisS6xYlRXKWrs5rqOiT9rkAE8BOIQbBOuSDz6y3bDS7AclowCY0Mj5weMysKaz75bKVVyTc5+JRGraW+2mQWNtd0IzBV0dP//9q401q7rKn/7DHd8o9+L/TwlcUohDW46JGWMKFBUKlIQQkJQpWkQv4pISagErShSEaIkvxBCgiIq1D+lCkINVUEIkUIJVAkJcmJw4jRpmsl27Nh+w53vPcPe/PjW2uc+x0kc+mL7uXtJT/a797x7z1l777W+NdfmgebbgOZ19Ozk6wQAeZdu9XierxcZfFv0SPaulpdqJU4s+WBRg/eEiN/nMq5hfYnPmg0B1LiXx7J/8zXZNzkVUd5FFd5R/sc8OxrWMfJMVgCzTg7W6i4X06uZLPJ+0p08F8mcJGbKGmrjwijhM7ic+6u2ANQk9ybr8G+QVEaFHQOFhDHTJTGQugLUJe/L5nJ2NTFSHychaFLPhRsSoGRrUlFUELRlqwIm5D6cId9V3ulnRnV6X+I2AXEp4RotBda1hwD4KJ0yPtIKuJQjWWM1cFLu+3LC0LTLwY7HffhcFZtX62PEu2ZHVc5RLGGicsg8rPyU9PsRQ8BO+H2uYKit1pA5WqeZh6NepiiifHcFfE6RFQMEYgwUvepMlauVR0e7MmuH3UjyCjXiMnYshx8M6b0xjknTMzGwdDVzV+wQWNgPvGMHkBjgZQd0F6pjVshPnBAMdp8CRm0x9roVOH3T+lBBylaDlQukKwegTNOUYLlgmkKW0/0edCMnC+zgOJNSWao+Rp3v5T0KjyQFvRJjsK11kzknzjHBKT/G3hNuANgUKEUwqRs6XQCyOnyZ5uQMsPYsEC8ArkfF4asjSvi24FkX2HiaimJynALHJNzYvRPAyWuBWk0qM0Z0YSYzgNkhCVWOk2jdGIAI9ngOaF9FZTp+mdbJ8DvA0PBgu5FcO62QNB8jIrhJ9zCpODpLHhVDwKWb+a5NkLTE2YmAsxI6SReAZAct6qIH9GtsVqQABY7ufMzQcipGlbJwMfxAL1VCVhS2SbBpYKMr+Fx2hM0VHJr4CMmDGU0JfsC3sk/a8KWVuj4wBHLDF0QhDcnjqMf7KPpULmrJTSdpe7d9Ah8y8cqx4PNHiXhy1uGnCPuS2Ri+Sywifm85pkKLJW9HS6MB7sFWGxjPcq/6bq2yLxs7uczJaVaOJQ0CSLV0tbrJGFE4U/kAUGteAFnSpgKv72Y+FgzBPiQHK1sH6mPez0AscRiGHuI5eJCWJHT/N3ZxrbU/inYZtT3JAQHQWCRAKPoEQKUoDjvhPlMe6nBEK6FDrZLSkmSI1T5d2h/FVLrpvHhXGxyVUN/FypKkBfQHsgdKyoSiT+vajmTfSLg2aUqCaMnyc1tSGep3xpZKJ++gak0v567IeS61Kk9DwD5vRi43KXw5uB2KwnUMD5Z9ARWDCpTZkvtQvaeAgDPxpOh5Qs69Gre5P5I2vTnFAFWzvVg8I/OSOwXJe1kjkJjOd7ETMZiGElrJQG/ERJ4xg28RoJ60csD7SGap6LWiLHuFz5fMMxRuIsq8bI3flXe5z5I2/826lOnOkf8Gcu8t+PENruAzGcBPmHayVjbCpsomW/B+WwmNUWuASQQMu8DoZcqByJKXZck9u9wEuvuBtae4DhItRTeXhnAGONnmOq0CGIpXbPA0EBVgl98N+MRj487BGecDHtMG/huBkulrL4TeJNC5MgEKcOHg5NzrphVEVP3rSmCwCpye5WbQeSS1BVHqMedpOAOYCQUsWkS0FmzGNT5FzwkGAEYEMagDGLLrYSbK0ycYTqTJz3MUWDp+3beiFovbjem+HJ2SAyybMWoS1OQvAxuGB8t2KvQfN4HWHh7Y8SsEQ64rbkFHwT/7/RRIG0eB7hCwq/D19b46I0I1n0b5KMKlFIvaivvWNKgMkhaqUlJDQZCvSXOsTBSDWFWwFBo67CvvsIus2UA1FTrl+6YGJriqcpXk1GxNABX4fEkDMLMETWqRZuI1Kifwk4qdk0orFTIZ/MwfiAXnIKCgTRe0sdwDqhxcDvRfALR/iN0QJWrB8IGCHbUEDfkZSX6GVh7lXQofWwBmzD2mORk6JydqcN1qy1SY+ZCgpOzJLCMjzdA0hIEKWxqgqjozEs6R8EXcYg5SMs+f0lGglhl8U8BoVnJrEgr+YigfbuTz1PvgxCKtiacq4uch570ip8Jvt+kC1wFo2lo/avJ7kxrXsLaXP4mcNR1bn4wYvx9vsPKl7PKZJ33eV30OQAFMhD/jAX/3s380NOUqPvk8CQlnmVrlZVMepZrfshMoYwIOI+e06NL7ZxxB8+S07Hd5z8VU2rZPN30unjflM0p2xc00vyKu5JPuSZfJfigr/js9pwK4dXSCE6WqLdWdyKFoRkI9hutYZtyHtZ0SJiyZeItVOacSwnFGgNqinO+UTQKTiQCAnGc1ahJAGAkJRRJeMmIkGPH+mYR7o+zjVQno2hQRgK9eU/DuDIGRTqLWCcnaUqB1HbwBWgrIK7tA9yjXq1ib+jzhmUkJjmeuZzin87SEb9SYEW9yVKt4awVYxy02wywd5dfoBQIUY2hQ2R78kNA8I0CaOLasGHRo+PY7wLdmgWYN2Dgj8joCzH5gvUbc1qwDybVA/iIw/g7o9dEfBdTn0jRoOJ8+fL3rcc7/34jepBfmygAob9Zt9Xp/Mw1OBKwYcLP2n6YbvXEA2LfIzOuzTSBbAGaXgfYMwzFZBqQdoPcK3chFnY16xs/Khh6hKl+0QP9ZURITyVAHEbSf71KyAqNYF2s7khyGAn7CazEVc/azX8QajQxQbxGUFIVYzI4Wrk0oGJx4EwoRcjDwnStbO6jUYgkPTFv4NH/4eQo2HODbzY+PA5DPdYaCL21x+mo8R6FRjsVSicXDIomm5YigQeeBOAkLaYKiby6lYYqaVKyIxR3VRfgWFD7jDfheMnFKAekcfDgjOy2C0EFKR+Tee2KVOXgXuhEl6MTi0RkyOgZeZ6JEksdRjuDLoPOJALWGPI+CrFi+Mxav2hxzNJJZAQBi7amLvJwAroOqxHyGAKn9A8xdQsSk66G4xl3Bf03JfeJywA2B0QAo54Akok4DxLvT4X4pe7JWhkrKxAQgw1UgcfQGICJwaa7wWSbr1Rnz1S8xfF5KWQJxISC85D7LThNQawMvW7KBYLYG79EqC1FioqjikmuSj8CeEAKCpiN4UcmwVO9lCREt0LvRWOG6FmPAnhYrXoGAq6xN7TkTtQhCffOysZw33YOG65AuMuQ6GfD5oiUCxew4vQBWzqRTL6R4V20OX12TRxJGA9fVCTDWFv/aqFDbFADwHirtpQTDfeZn7ki4QgGlVr1o4nXSFuUaS9fbRWnW1uVa1JboEYp3wM9rKjYEXGoIrsmfWLzH1kgopwRL3Eu5ZkZCWpYeKyf7JG5UIelS8kT8mVdPpoNv3W5aNEyiOmWHnco7sTk9CLoZInlOFwvIBXO/TB2IHJX55CVgOIIf9WAn/Lu4WcmXxh56E/MJfBdm33JfvtxqrpKhbE2uYrdcC4Zsxi/BzwWL6kAsIV0ty89WgdUU6L/Ca9s76LnvvABsqNwveO818e40wTPcnSMgshkAyfnxYb7XAgjT+vD1QISZ+vcihHyuDIAyjf6mGacb5o3ITP3gHHBiQEt6BJRnAUTA3D5gF+j8GAHYaAGpJDbGhhUREwe4Y8Dq49z8xSrjkjYX17ipNln+CrCuVr9aPnXJ9r9aep6cFKsuBZr7GdeerHHzll3Q5anaJYHP8bAFlWZzJ1H4oMVs8aLDZyvHcrCdCJa2WM0ZD1/vaQmb9MkHr0QTCS/llZfDl6GCwqvsybwcCRf5YWltNruL2uJO7lBRxi1RvDGFkXHke3aGQmtyhvwvVqnsowiA5gCJ8ovbQD2VnAXZAk4sc016jVVwikB0JXzjKtcTZaRKx8HPQ9EySe8pEsFlauSHA6reJ4b3lC7Sy5ZvwFdRmJiv1ZcpyCZnK2VhQOFdvwpIlhmOMTXyPx4zTNfaRaE/fEX6ShTkfX2H5OssMSRoS/ihcAoOSskhierwpaDazydugEmvEuYadSreRRN+djIPXxGhFn/UkL3TkBDKsDpH2r9FPTYml6NlqfjGJ3j/WZdgqujQI1Ss0UItBCCaNr/LRQQU5VB4boBkg5anrYklnXM9dSBd2eW5hFjujV08Q8kSEI/EK9bndb43jYO2nOF+UO/BDlTJvMIfBQZ5h4CgdhX7xvSO8/XxjOyhDVGaCZic7LjPy7GcOfEiIJOwlOT51Bb4/VGL95LMkafFqnhl+/Ddiq3kiwEMG6ULXPu8y2dU+aIeRk0OTmYEONS4f2s7Kl5byXVDCpgZWeMeee/kHGioVKtErChak1LeuRx+5lI6L2G6WMIkEoLRUR4ugg+t6LMo8ASqf+MZoLaHYDNu0Ns8fI57N0l5v7VF7s+8y/WKEgE7CdCaA8YtJrw7CT3Gbmr/6h52lUEUpeSZq8kID0n2Va+alX2j3vekxWT29g8ArWskJPky0P+OyG35orLgno4n/LzxSyx9LyTsZGe4dq7DBOHGspxxUHY0HFA3zGcZi6c1kvc0J84qQDkXWLwW0Dif/rzQv90iujIAitK5bqrXAyeqSPQ6BSTiGTBRZalGNQEqubjTy8rSrIPCcDgE3Ayz8w1EqI8Bdxa+yymMdA9cln4mx3gAIwnJ6IaIWkDr7cCO9zKRsPwOBZ4tKFQX3kcUP1kFOk1g+BRQrvHv1V0b1yuloJ1V2+J5sTk3srFgIuWI7nLs5L8TBz9MLXuJnhsjFp+JRejskKTckXiFulQIKCqWQqweY+hOTyR5scxpQWMiAlAsyTKHt+bgxBqdkUTJvsxaUcsmo9BOJNdCrY9IcoJ8u/AOwQwkdu0KepJ8FUENiGMCElXGGhqCFY+Rk+cSK8QAPgSTLnC9ygJeiBr9GyPCVoSaKtRYlFhjv3xOm56m6YGQOhrAJWJFCj/iGXqf0h18jnxdgJd4ZFwsz3ua/05OUHGqIi2H4qUztACjGX5/mlZu7fws16PocE1tAZgRMKoTRMZ1XmM7vId0RgR4xr2ksXz1MGmJo55H5wQQdoDBU1KqXhKsFl34uP1AvA9z38/urpMeFePkLNfDTsBxBF3ySvN9sg4YfhvLns0lebAGRPMEWrUlrkOeEHSZBqphjyLE/TrXqVDTnZKQmosnZZE8dkOpHlmlsdGTtc86fI68Dj8jSwfj1VeoKCcnCIoxobLTZHc75nwjawArwD1uMW+jvkKeTmYBNMBxBwOGgCNRkiaFb8IX1fh7ZgUQyPNFNYKT+k7yxAF+aOn4DEFovs4z7NdOwwRydozIO98BGfAzbxLwXFnZF+WYZ81mYDO9CQFksQGfB5S0+Pd2KPeq3203y25TYxL+zDuYZG1ioHaKeyjvSE+XJtBc5vVO5FGZURbkfSmjb4mHs8+EVmN49pJZsGTaMvRsxWgrujQ2ojb3qQOq/Cs1xNrwlVNRC5j5PmD2+3jGYgD5LiAdUgZEbQFKp4DOU9QLiQDF8ZDf21zmvWdrUtEzA8y+jVWU4y6rrV6psXhj3BdP/yk582r4qNf0XJDyRgBj+n1zntfeYrqyAMqF0jSAmfKcTL+vCYq+vbWRczJmLsqpFWARMin1JNHusM5y4tYCMH6ByaquJ5Z9g2h/6d1M9OufBM5IfohvA265n9JFXrewzAUazFauznSJFuBsk+7W0SLQR4XyI7WI2qDF08SmNtaJoQAsJwQeZUGhlKTSmMtQOeUSeiklvBFLCMg6HqD6TqB5Ne9rUKdrtLRTB0DvKZW6/V1UqnmfAinf4DXlGOyZIDF4O4HvH2Nq0hp6mfF4bekPy/tJ5/isUcLnsUXlCUolvwBWQlkh/G8AAB88SURBVAfqKrb8jjKBd6cnLR56OxZvxgibXLa+Jw5QuYsFLMSL/DfK6Ma3JXmIuEpC1RkpkPWJmvQIRHN8RleSx7YuICmX3JgGsYq2hldPQ+840FKFoG56CXtEQ2B8DIhX+ZljCZtEBn4ongWt6WLMdY9iVi9kXVa3lAI2reQWQDx72UlOS02bYMmpWL12AmAo1TBGQGEHmythztkbtuBnln0qdt9QS0I31ojC3gEsfx/QTIGRBfpDoLbO7xq/wP1pMzEcQLDgNrjHNLE2Tmnx+mGQVtz2APKCAt5paBTY1O9EpxEr79AQy30JQEZFnq1y/5k1+HbuGnaJG/CTgeMGgWp9DzDzdkn87APYgK8WTJYJUkar8KGZcsTvTSQHIp7l/k+aQNYGRhFljZbsqzK3AlaSBuVIOZK1krBUNCu5Mldz/5fjyoulOSqwsp/rXB87FG8qxJAQI884Xu/AjtqaeF+Ih6occK1Lw8+OJfxVdvk6nPB5QUKN8pqdwCeww1XeHO0m3NjJfBAYehlMC0gsZaSZoWdtdFZK7zP45oLD57j+aQGMNO9oIMBnGZg/CLSv4XO98gjHd0AMntGLBKbZGSDKxQub0JBq7RF7RmRcWTB8V1qO+El0j7WB9jLQajF0kw3gq+esqwwm7x2GGLNNYPYHgMVlPnM+Yf7gxglWlZbrwPhFGpjq7dWKT587+Ebg5Hyvnw+cvJF3ZQvoexOgiPdEkxE3ARbJZ9CBay6jMIicWIUA7AbQGwPjBFg/AfSOANigAMxmgEGTQstuSNyzwU0/cwOwtBNoRkCym31NspdBL4ZuoBS0tGMuztiy9Mz24Xt2lBnzCnonpItrj69rEld9F4WogxxYOcDqBIgTCv5ChIazFL5apWDEPQpTbepCeZRUgsnUOVk1W5b8GIndaidcrerQvI1izN9dRmtA5+u4SaUQXQ5orw/UATTF6o2AaAN+xL329Ijnxe3ao+VUjqikS7XsJL8DUQU2S3GrRyk/Xy3NckSF4cfNq2cGsi9ieLevaYgHZ4734Ar4uS5GAUxTLEgR0nGTz+ZiuX7C1/MB92FtQQToGgGK5hnEc+J6jwkYht+hO9uIwtAR7kY+t7TiDRly37hCQhRLbPxnc+lsmdND19hDXuYT+LwZq1arCrSCQDI/BZQR11vbq5eiRGABDKl4NclYlb4mHDugyoMo5XOLisc6kdlFVIz1eaARcytkEdBoM3nW7mbL8u6T1TnV3h5+orMk2/q8KQs/VXx8muuVrfEMusHUs0ooM0p5jWkIyI95TpOIIAFtIM6AJAPsLD0cTnKoXDHlfW3yPVMHzCITeutz3A/JVZJsWgJmlvswnYUfRGnH4pSMRAGLMRNDwhVzwCiB77Kshow2kdMk7k1hSPk9XmASfOMAH30k4bZyTLmguU0urs512YcHk2WXe0zzg4ycMe1yXI4pA7UU3kqybdkHzDp8TxUYKveoLUDQVHJAq9dg6K1zeo4TetT6zwNJh9dOzrDBpJkQaEclK6bGJ3ke7EgAdUmAkp3hZ+lID1eAnssZnpPWEnOwajvYH6oUIJydkEqvEdjDJWJy9MK7xZgaseqxfImfm/dokJrd9LBnA35WmgKtiBU54w58zxJNxFdvnp1U8rZ+FTC3zDb6ANCtCQBcB73EfQK0MgVDnhn8YEW/v18PSLwZ0PJ6YGWL6HsToAg5ABrWgbh3XQwfU7QFXZE6cMoaCof8LLDxFC3dycsA1sAksQldoplshETyNHRPRDUmQxUO6PfF4gV8eauztLpdBnSe4z0OVwmArORcFGeBjSMUbsPngewYuDHF7RrPMgwU1YnEIW5/MbJRQAR/k7FxLae0CT8j78NPSPV5JeD/IUrDFeJqPwM/KE6Fk44113LYskcPRjRDSyFpM5FSLW2X8/os5+GMY967tqdHjfxyMYWYVqsghS8rdeKxcI6KJnOVFyRfRTVIEfIM4kUpBGioZwgGvvutupajOnzYyWoioAhI5U0UU5ElDpguOXS2qhIyMV3Szor1tcZnMaB3CE6SYeU74xqfJ+vyc+vL7ENSrJKfWsUB4bMz/NwYEuoRAATxSDhQUdZXeC+TPjj3Zi97hMQJUCwJD1vAcEKhrmXsJgJMydfgKoHudX/JfVv24PtvRKiAi86rmra61SsEw/VWg0FnhkQlP1cxRwYC5QZ4X+MlKsNSwHFUk79TA0QBt3wXLMH88EUqMBMT8JY9ArlyQlCobe393KQYvnTaTYCi5N9ETfiy6Vg8ZsVoCiQkEj5b4l42LQKSxpL09UmZ12LHDGEhoUwZnZKcEQHubsLvz1P4mU/1nTxLuYQ0yp7IKzkPfpSDeNaUB5q/YWoM09b30BNRDCXM0akMBxWSBvD5au4sEPXkPvrcB0Y+T8v2bSGKdiL7M4LPWSvH8EnxUULvpZHct7gtn2PF+yOfA0MgnRr4JoRRSjk1+Hb12XbM9S0HlMPJDO8tW4MfTBilsm/H4r2S0OR0bpkxrOzqTwTArvFv4wQoMnos4jrPvTHc1xZAexFotoBRi59b9Ku5OMU6sNZlqXuZcZ/2OwCW6HnNV/laKn+rPYiQUIaXRozdiOdBbAmCSMu/Mw16BOOmyMkCfkjgGwITpbfCK6Ig87W+43XoygQoyozXY4Sb+pkCKb6BlWw+5+AbDxl12WcEJlYUQCxJmTavlGHcoAAqJdZqazw0vUVg2AdOH2LuhpFDaMQDEsW0TIZHgckLUkq6DkRiZRarjM3bnJve9cAdq0BCckSc4b5MUviEWcEwiEGwlS5I+CZmpc5olQe56FbxXwUe05OUraUgK0v47q6qvDeFzcRCskMK2jimhahgL2rw9QJVBYWfD6IeirYIgrrEdkW4qcLIAT9fR+fjRA4ocvHY9ODbUmu7fANR6hNxO/f4bDqJ1whIilv8gRNvU4fPYtSLVEjyK6islPfGAHHO97IuwUZjH/OPTML48Oi4TBkWIJTM8t7LnIq2tULBNzopHp1ZcdW3gNzwWu91VZe+430kTQIm7Weh5Y7aJ0JzWUyD95UmxAzNGYZvxgbAi7wvXXsYURZj8shNKbBNDdkk18UISADgu32q8PcdcuX8OUMepQsAUlG4A651vgFMSn5WAYITC8FdIrDLIUN2ZpZv2pg5FUYEvXqwjIQgMEE1PFB4Y0Wga+dopLJHI/hS7kKUbzEAJinXQhM5yw5852Jfs50IMJfk2niRrfRnUh+1QzzLZnWtOT7H2pPMYyk6vH8rvC57/INijXkrwyV6Qe2IoTc7rAws346/oBIvu/x/2YcvK45aEuotgOFp5iUNXwBsh8DQ6xPDfRK3K34WInN8yCCV9xN678qu8DynbEyalQHk94EYTaYlMiHhs0LOdzlC5RlrSYLyPHmf9+Dn/5RjSazO5J7EewXAJ6E6AVxRneceE3ivECL5O/EAuYJrmZ+gnJ6ckRwf8SbFEBA6lr8V8DV5GTh5GFh4F/s1qcGpzeiiEcGcFX4mEb3sA9DjW3SELxIS1nw4neZsZD+VOdBdA8odNLQ6LxLMNubJjyJjGMmpjBDjWtfyVUDBTb2Pc94/39/8f+iNvuN16MoCKOcy81zGnEtu849eqn0N/PRSdVsuM/6XLFJBT87wAKpFHonFpYq6lHwCRfyjZ4Djx5ncWpyCz09BXAEjgAfEdSgQXUHkbsWLYBLwgPUBDAXg2EqJqFCyuknrfJ4IdJMnqDwpjRbgdokQaYCNkvqSOT6U+06opCMRQDYHjIQmilX4KietfkAkVpAqpRjefaOhD4CAI27CD9DT7pamKXklLR7uqFZ5oUyTr3vrQJKPo6n8BW07HqFyv7o6Ng0ScwbeorRjruV0iCGW+9DwDQwQdWm95xaVlyQH7AYVfzJHQRunfO5iSMurHADRIpVZbVFAREuUiCQIazm09mSIwNeSOnNisi4VUGklnKK5BrqHVaHYigdeeUjIxE4oBMenq7VMZiWPBqKMASSCYLXHhLPwnS9NAd9MTEG9k3Nizj1/cpgUkPg25qUujnxmLNfF5GFtF3k2eJ6KYHISGGwAbhloGWCJ2x9rkL1TkDd5WSm9aA5o7afHaXxScgbOiuUugFCrNjyvMLUP6xXQhBGe9uFDFHYoWzqe+gwNUWaoGrvVZA/NAabNfKp2gx2dZVnoRWnwjJcZDYSyS6WetoHBy6iGYIqn0qQMA2ZN+P4n2iXUG8qyFwqRTVb4FFnKqKTB++0/y7+frPI8uwzV+AeRiZHk3ZgIVc+daaOuRQAW1QH0CGA0pODaNEyUt/EMz3Ok4bJ5GZkh51DnBxV9+P5AcY1e4cYe8npyUir6xgQsxgGxrYCDzyFSr4gAaH2u6aZzpiHeinF1XvI1oDwKP+DQQECWhJ1SkYNlBlalGcrj7hMUsHPXMsRjh/CtE7R3lSbqRgmHC5YDCZca7pFyLOsUUWbAULbGc5Jou8CZat3TlP/jlwl2XAxgBphd4TkdHANGOWW5GWNzw8Rp8lYO3pjezLXnkuriC/XkCG1/gDItFF8L/Z2LIM9Bcz6BUi9RlJ+KBVnjBmlfDyy+F3Ap28IXAyB24klJaSEljhsS00rCcgMPn6HXQWPkJpKksBleU2j+w1iMT1cJAVNnfLN2FQ+zPQ6gDx/Tj8RCKbrAWK5PZuG7LaobsoT0FTKSZV9jnNWUQDHhM9mxCCrhgalV7tcoJ7jxORTqogd8CR6cAJaM36Ox62KDAspG8M3O7GBKwCZTFntEAanj1LVELm7Kd+S0HMqBKCXdybqelvebiNVkR3Tr28HUOXNch7JHfpsan8XU4VtxqwUEsaKjoSgi+S7fVMqC3WsLPkuxAV/WaSe0+ooehXLeJ+CtL0mVhABUDaPkZ4FBRAVVdvgzFs9KvsHvV0VrZC1VoZRj6RtSTAldDQONKAzjiN6odAfXLAPDFnEEr9i8F0DACQDft0HL8E0CmJYoJgFBmAIwHqTYav18/xzZt0ir82dB8BS32MCs6JM/4zO814WYHpQYrELrZajaiKsVXCeobF7LsEmRA+ZUtdY+UVcBWFEBaW0mp3OUNF8BOXwCeDni75Gp9oB2bPX9bIRvUQo/LgHg2osTC7ljv41iyPwfB8oGtbobu+j9zCfSYE9yCQyoFO0EQA++x4zyT4GDJq0ax+/1Z0LWzo3pwfNzhCIxhGJUiakGvjOv9kGKNElWwhQ2o5KPJJfLRAKyMlnzGMjVs1iTqqJUnmdC8GJz8sENKduQV3LLAJv7l8heLwfcz4j43S4GzEiuN5R3cPDAX+dR+cnaLc7HSq7id09O0LOpA0nLLo272mLVjTbv83wlswTmZsz7MAaIjbw2qMBT2adBo+DGGPhqpmhBvOwZu7+2DgBzK3z+7nfokYn1zDl+xuwuYH8DWJsFTqwC+Yh7PJkBonng2hXgxho7yj51FXByAuSnuR6RyFRxtvqQ1hvShRr8b/azLpC2N0Ax5/z/fAw4n2vpXDSnFp4ibHHbJUZyAUQQt/YDjSYvH87woOVr3OBmBmjvZyxwcEJq2NdR5bCISzQSAW1THo6lmyiMxqvA+iEefs2GV6WjirmxH1i4kclha1ZctirxxO+tcxeitnhO6uIm78KXEk4s47mxugGLylWqClbLdm2Jyhsi1pufLqtWlIEvyTYJ78WOGTfVOHK+AeBlUUKtyuosBd37rrjiGTGW32OFf74JHeT7I66NT2g18DFh57Cp9XyUgonEsVi9RcVbJ3kQZcacIS0FtpbCQstMtQpHPVUwAmA1L2DEzym6fP5iIAK4zt8nJ2XLRQwvpA0qYuvgG9PZESjYNtj+WgcQOgE1DsIrWSOfRCj7PK7xB04UxAQ+90Zd/MUGFUrakvh/xNLE8RoVVBwRFMBWXqx0lhZ8noETVYUPUUv6UCwzLDM8Rj4paNaj5hNo9VZT+HChOOB88zBNpNXEVh025woqzyG3OcaWoYmiJ98j9xTP8CyqZNMheT5ZWixqTdQFxHspAHHaawoBphq20plUKIFSvUbFFDgSy13ljO5706CF7+pANktlmuUM86GQqpVYukTnrEBrrki4bwZV+FDOeSnhTBTVfvV7QL06gPdmRhGqEIjIvnLE9YwiKrjaVVRi2WkqVZvBl9HHCzS+6stAzXI9ig6BfdGtZKkVr4mCgKTGz7ASXqkt8rNcBk55HhGw6fC9WIyTYiqxXr2zWv5uxxzgNzlNpd3YzeTvcgD0vgWfKOyM7N15AqxCvCTq2YmbQOMaoH4tjZPREnB2BIa4JNSfLIrXBnxOlV31PZz83myzonPwAmV9lPBvSzG4koR8yns8l1GNa1Bags8i5r3GLU6b393mMh5vciqxlVwfJ95lRMAOA+yOgWIBOLZGsJReBczsAK6vAe8DsA5gNAOsrwD9NhD1q/MVnXsmVSd+N96Rt5C2JUBx0q/X+RILfePNfAgq6Yjq4CrKdqYSskYEeTFmQlPppMxxFbCrAGqcPjn//dyUbpYHJT+LyjoUL4cK97gJzLwNWH4bYBMmbMZz8JUYOtTORPx8P9umyZ/JXqB4CT5LvlQB6SrrIY8lTySTUNO1VA6TdSByVJ6lZIuXI1Hiyh4Jy5RTLnltsuWrBQy4gxIBDTX4uRgowTJniSOXcsBdQc8BErGSJM8FMX/Px4AZ8rM0j0dj8QaiTFI+XymJtU6SG72wFqsJYv3FdfnbEZ/BjwIwwmvAhxx83wYJAZiOPJsTAZeRJzrQqzZLXuWdCgD4CasilJyVLrU9+EqKaCct5yihZyffgC+9dcMKIGrCJkzlhZiuLJp2tUNfl7WDg8+t8TlCqayDeEBcxnvOjvGZDcTtPAFMm7NyWivMfeiJxa8hDPXqNXbLXj1RKX29l3Nn1gACkOb4faUkL6LkXiy7vM5m3DuaHZv3OVBtaLjX+11g9BzBnHqJfFJ7l6XWY8u8Cq24cDmq1uWu4p2bClE5AZ7Jokwgt9JNVTwHvgJJPsOId8J7iCx819ZiANiT3NP1FaA1A6QjoBEBWZ8We1QAEH5PTlKhpVfJnhjC9wfxFS+Z7FnxpjjxEvheTbZ6hqhJD6K2oHeiQCGeMp2GrNO1DYB4ImsvoZt0gSBJPWmmUd2zdVS2cIAZyL7p8Rlcyf2j5zGqETwmbfEKrTOkFMs5j0SGTGEt7tsMsOtA71kgPSltCtb4TGZJZjnt4x4eHgcy4YGG5ev7JPerBAYv0lNSjig7TExA5wA48Z7qNjUtlgzHS5QvZY/5HekckO7lmViMWVKdDeA7+hZd8apPhVZtBqBJsJjn9HxMVgkMkzaYO5UzRFU6YDgQI1llqXi3RkOgXwIzABYd8EoLvnkncqAhsiwF9/l4QJCGGT4vLNfQmSlQi+pcvqb+nAYx5177ZhwD+uu0/n4DMu5CrrrM6Pjx49i/f/+lvo1AgQIFChQo0P+Djh07hn379r3uNdsSoFhr8fTTT+OGG27AsWPHMDc3d6lv6YqnbreL/fv3B35fJAr8vrgU+H3xKfD84tLlwm/nHHq9Hvbs2YNIE7Reg7ZliCeKIuzduxcAMDc3Fzb3RaTA74tLgd8XlwK/Lz4Fnl9cuhz4PT8/f0HXvT58CRQoUKBAgQIFugQUAEqgQIECBQoU6LKjbQtQ6vU6PvvZz6Jer1/qW/meoMDvi0uB3xeXAr8vPgWeX1zajvzelkmygQIFChQoUKArm7atByVQoECBAgUKdOVSACiBAgUKFChQoMuOAkAJFChQoECBAl12FABKoECBAgUKFOiyowBQAgUKFChQoECXHW1LgPIXf/EXOHDgABqNBm666Sb853/+56W+pW1J99xzD973vvdhdnYWO3fuxC/+4i/i6aef3nSNcw5/8Ad/gD179qDZbOInf/In8eSTT266ZjKZ4BOf+ASWl5fRbrfxC7/wCzh+/PjFfJRtSffccw+MMbj77rv9a4HfW0snTpzARz/6USwtLaHVauHd7343Dh065N8P/N46KooCv//7v48DBw6g2Wziuuuuwx/+4R/C6uRTBH5/t/Qf//Ef+Pmf/3ns2bMHxhh89atf3fT+VvF3fX0dt99+O+bn5zE/P4/bb78dGxsbb/HTnYfcNqP77rvPpWnqvvCFL7ijR4+6u+66y7Xbbffiiy9e6lvbdvSzP/uz7otf/KJ74okn3OHDh92tt97qrr76atfv9/019957r5udnXVf+cpX3JEjR9yv/MqvuN27d7tut+uv+fjHP+727t3rHnjgAffYY4+5n/qpn3Lvete7XFEUl+KxtgU9+uij7tprr3U33niju+uuu/zrgd9bR2tra+6aa65xv/Zrv+YeeeQR9/zzz7uvf/3r7tlnn/XXBH5vHf3RH/2RW1pacv/4j//onn/+efd3f/d3bmZmxv3pn/6pvybw+7ujf/qnf3Kf+cxn3Fe+8hUHwP393//9pve3ir8f+tCH3MGDB91DDz3kHnroIXfw4EH34Q9/+GI9pqdtB1B+6Id+yH384x/f9Nr111/vPv3pT1+iO7py6PTp0w6Ae/DBB51zzllr3crKirv33nv9NePx2M3Pz7u//Mu/dM45t7Gx4dI0dffdd5+/5sSJEy6KIvfP//zPF/cBtgn1ej339re/3T3wwAPu/e9/vwcogd9bS5/61KfcLbfc8prvB35vLd16663u13/91ze99ku/9Evuox/9qHMu8Hur6VyAslX8PXr0qAPg/uu//stf8/DDDzsA7lvf+tZb/FSbaVuFeLIsw6FDh/DBD35w0+sf/OAH8dBDD12iu7pyqNPpAAB27NgBAHj++edx6tSpTfyu1+t4//vf7/l96NAh5Hm+6Zo9e/bg4MGDYU1eg37zN38Tt956K37mZ35m0+uB31tLX/va13DzzTfjl3/5l7Fz50685z3vwRe+8AX/fuD31tItt9yCf/3Xf8UzzzwDAPif//kffPOb38TP/dzPAQj8fqtpq/j78MMPY35+Hj/8wz/sr/mRH/kRzM/PX/Q12FbTjM+ePYuyLLFr165Nr+/atQunTp26RHd1ZZBzDp/85Cdxyy234ODBgwDgeXo+fr/44ov+mlqthsXFxVddE9bk1XTffffhsccew3//93+/6r3A762l5557Dp///OfxyU9+Er/3e7+HRx99FL/1W7+Fer2Oj33sY4HfW0yf+tSn0Ol0cP311yOOY5Rlic997nP4yEc+AiDs77eatoq/p06dws6dO1/1+Tt37rzoa7CtAIqSMWbT7865V70W6M3RnXfeif/93//FN7/5zVe99//hd1iTV9OxY8dw11134V/+5V/QaDRe87rA760hay1uvvlm/PEf/zEA4D3veQ+efPJJfP7zn8fHPvYxf13g99bQ3/7t3+JLX/oSvvzlL+MHf/AHcfjwYdx9993Ys2cP7rjjDn9d4PdbS1vB3/NdfynWYFuFeJaXlxHH8atQ3OnTp1+FGgNdOH3iE5/A1772NXzjG9/Avn37/OsrKysA8Lr8XllZQZZlWF9ff81rApEOHTqE06dP46abbkKSJEiSBA8++CD+7M/+DEmSeH4Ffm8N7d69GzfccMOm197xjnfgpZdeAhD291bT7/zO7+DTn/40fvVXfxXvfOc7cfvtt+O3f/u3cc899wAI/H6raav4u7KygldeeeVVn3/mzJmLvgbbCqDUajXcdNNNeOCBBza9/sADD+DHfuzHLtFdbV9yzuHOO+/E/fffj3/7t3/DgQMHNr1/4MABrKysbOJ3lmV48MEHPb9vuukmpGm66ZqTJ0/iiSeeCGtyDn3gAx/AkSNHcPjwYf9z880347bbbsPhw4dx3XXXBX5vIf34j//4q8rmn3nmGVxzzTUAwv7eahoOh4iizSoljmNfZhz4/dbSVvH3R3/0R9HpdPDoo4/6ax555BF0Op2LvwYXNSV3C0jLjP/6r//aHT161N19992u3W67F1544VLf2raj3/iN33Dz8/Pu3//9393Jkyf9z3A49Nfce++9bn5+3t1///3uyJEj7iMf+ch5y9b27dvnvv71r7vHHnvM/fRP/3QoC7xAmq7icS7weyvp0UcfdUmSuM997nPu29/+tvubv/kb12q13Je+9CV/TeD31tEdd9zh9u7d68uM77//fre8vOx+93d/118T+P3dUa/Xc48//rh7/PHHHQD3J3/yJ+7xxx/3bTa2ir8f+tCH3I033ugefvhh9/DDD7t3vvOdocz4QunP//zP3TXXXONqtZp773vf68tiA705AnDeny9+8Yv+Gmut++xnP+tWVlZcvV53P/ETP+GOHDmy6XNGo5G788473Y4dO1yz2XQf/vCH3UsvvXSRn2Z70rkAJfB7a+kf/uEf3MGDB129XnfXX3+9+6u/+qtN7wd+bx11u1131113uauvvto1Gg133XXXuc985jNuMpn4awK/vzv6xje+cV6Zfccddzjnto6/q6ur7rbbbnOzs7NudnbW3XbbbW59ff0iPWVFxjnnLq7PJlCgQIECBQoU6PVpW+WgBAoUKFCgQIG+NygAlECBAgUKFCjQZUcBoAQKFChQoECBLjsKACVQoECBAgUKdNlRACiBAgUKFChQoMuOAkAJFChQoECBAl12FABKoECBAgUKFOiyowBQAgUKFChQoECXHQWAEihQoECBAgW67CgAlECBAgUKFCjQZUcBoAQKFChQoECBLjv6P0/fIMeGY+sBAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "image = cv2.imread('../../../WACCA/cellsegmentation/demo.tif')\n", "plt.imshow(image)" ] }, { "cell_type": "markdown", "id": "850b24ba", "metadata": {}, "source": [ "import modules for image processing and cell object detection" ] }, { "cell_type": "code", "execution_count": 5, "id": "f24aca7e", "metadata": {}, "outputs": [ { "ename": "ModuleNotFoundError", "evalue": "No module named 'objseg'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[5], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mobjseg\u001b[39;00m\n", "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'objseg'" ] } ], "source": [ "import objseg" ] }, { "cell_type": "markdown", "id": "79e7d51b", "metadata": {}, "source": [ "using clahe method to enhancing image with two iteration" ] }, { "cell_type": "code", "execution_count": null, "id": "fb3f0851", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "image = objseg.clahe(image, iter=2, return_gray=True)\n", "plt.imshow(image, cmap='binary_r')" ] }, { "cell_type": "markdown", "id": "565aa072", "metadata": {}, "source": [ "In the enhanced image, cell nuclei in dark region were brighten to promote the detection of objects. Now starting the segmentation with cellprofiler." ] }, { "cell_type": "code", "execution_count": null, "id": "ae6dc245", "metadata": {}, "outputs": [], "source": [ "image" ] }, { "cell_type": "code", "execution_count": null, "id": "fe9dfc16", "metadata": {}, "outputs": [], "source": [ "x = image[:,:]" ] }, { "cell_type": "code", "execution_count": null, "id": "e7dc0598", "metadata": {}, "outputs": [], "source": [ "x" ] }, { "cell_type": "markdown", "id": "88af9ba5", "metadata": {}, "source": [ "convert the image ndarray from rgb to gray " ] }, { "cell_type": "code", "execution_count": null, "id": "89915c03", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "***Error: ConfigBase.Write(): argument 2 has unexpected type 'WindowsPath'\n" ] }, { "ename": "TypeError", "evalue": "cannot unpack non-iterable NoneType object", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", "\u001b[1;32md:\\CodeSpace\\4D-BioReconX\\Preprocess\\cellsegmentation\\cell-segmente-on-ssDNA.ipynb Cell 15\u001b[0m line \u001b[0;36m1\n\u001b[1;32m----> 1\u001b[0m cell_mask, cell_boundary, img_boundary \u001b[39m=\u001b[39m objseg\u001b[39m.\u001b[39mpycellprofiler(\n\u001b[0;32m 2\u001b[0m x, return_image\u001b[39m=\u001b[39m\u001b[39mTrue\u001b[39;00m,)\n", "\u001b[1;31mTypeError\u001b[0m: cannot unpack non-iterable NoneType object" ] } ], "source": [ "cell_mask, cell_boundary, img_boundary = objseg.pycellprofiler(\n", " x, return_image=True,)" ] }, { "cell_type": "code", "execution_count": null, "id": "65df4326", "metadata": {}, "outputs": [], "source": [ "image" ] }, { "cell_type": "code", "execution_count": null, "id": "d5975886", "metadata": {}, "outputs": [], "source": [ "plt.imshow(img_boundary)" ] }, { "cell_type": "markdown", "id": "99124e33", "metadata": {}, "source": [ "except the returned numpy array of `cell_mask` and `cell_boundary`, " ] }, { "cell_type": "markdown", "id": "e03ca8fa", "metadata": {}, "source": [] }, { "cell_type": "markdown", "id": "ad520ac7", "metadata": {}, "source": [ "> **_Reference:_**\n", "> \n", "> [1] [CellProfiler as a Python package](https://github.com/CellProfiler/CellProfiler/wiki/CellProfiler-as-a-Python-package)\n" ] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.9.19" } }, "nbformat": 4, "nbformat_minor": 5 }