{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# How to remove motion noise from K2 data using the `SFFCorrector`?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can use `lightkurve` to remove the spacecraft motion noise from K2 data. Targets in K2 data move over multiple pixels during the exposure due to thruster firings. This can be corrected using the Self Flat Fielding method (SFF), which you can read more about [here](https://docs.lightkurve.org/tutorials/04-replicate-vanderburg-2014-k2sff).\n", "\n", "This tutorial demonstrates how you can apply the method on your light curves Using `lightkurve`.\n", "\n", "Let's start by downloading a K2 light curve of an exoplanet host star." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from lightkurve import search_lightcurvefile\n", "lcf = search_lightcurvefile('EPIC 247887989').download() # returns a KeplerLightCurveFile\n", "lc = lcf.PDCSAP_FLUX # returns a KeplerLightCurve\n", "\n", "# Remove nans and outliers\n", "lc = lc.remove_nans().remove_outliers() \n", "\n", "# Remove long term trends\n", "lc = lc.flatten(window_length=401)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 372, "width": 764 } }, "output_type": "display_data" } ], "source": [ "lc.scatter();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This light curve of the object [K2-133](https://exoplanetarchive.ipac.caltech.edu/cgi-bin/DisplayOverview/nph-DisplayOverview?objname=K2-133+b&type=CONFIRMED_PLANET), which is known to host an exoplanet with a period of 3.0712 days. The light curve shows a lot of motion noise on K2's typical 6-hour motion timescale.\n", "\n", "Let's plot the folded version of it to see what the signal of the known transiting exoplanet looks like." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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AkVHOT506FXfddRf+9m//NtT9n/3sZ3HXXXfhPe95T5lLRgghhBBCSPRIJpPo7Oz0FPQi5jzzCRBCSP2STqfR1taG5cuXo62tDel0utZFIoQQUkEikRB25syZuOWWW3DmmWeW9JzLLrsMmzZtwoYNG3DkyJEylY4QQsh4JZPJYHh4GA0NDVRmEUIii01Wtbe3o7m5mbKMEELGAaZcIs3NzZTvhBAyTomEcr67u7vIJTcsZ555Jrq7u/Hv//7vZXkeIYSQ8Uk6nfY2P8LatL29vdbFIoSQAlxkVTKZpNKGEFJxaNRQeWy5RFjnhBAyPolEWJtyKeYF8Xgcf/d3f1fWZxJCCBk/mKySGNeTEBIlKKsIIVGBoVaqA3OJEELIxCMSynlCCCGkmtiskgiRYUI2UksoqwghUYAHhdWDuUQIIWTiEYmwNoQQQkg1EVZJstKLVklEhaGPSK2hrCKERAGGWqkuzCVCCCETC1rOE0IImXDQKon4QStBEgUoqwghUYChVqpPMplEU1MT5T0hhEwAImE5f/z48Yo8d9q0aRV5LiGEkPqHVknEBq0ESVSgrCITESYejRbioFD1JmPbEEJcoEwnxE4klPM33ngjYrFY2Z/76KOPlv2ZhBBCxg/JZJILRKKF4URIlKCsIhMJhhSLJjwoJISEgTKdEH8iFdYmn8+X7T9CCCGEkLAwnAghZDwT1WTXDCkWbRhqhRASBMp0QtyIhOV8WFRreyrlCSGEEFIuaCVICBmPRNmKkSHFCBlf+IUzYbiT8Q1lOiFuREI5f/XVVwe6PpfL4bXXXsOvf/1rL159LBbDpEmTMHv27EoUkRBCCCETEIYTIYSMJ0xWjM3NzZGQdQwpRsj4we8gMMoHhaQ8UKYT4kYklPOrV68Ofe+xY8fwjW98A9/73vfw+uuvI5vNYvXq1UXZ5AkhhBBCCCFkIhN1K0YmHiVkfOB3EBj1g0JSHiaaTKcnCAlLJJTzpXD++efjy1/+Mi655BJs27YN3/3ud5FIJEpS+BNCJi6cUAkhhBAyXqkHK0aGFCOk/vE7CIz6QSEpHxNFptMThJRCpBLClsKnP/1pzJkzB/l8Hk888QS+//3v17pIhJA6I51Oo62tDcuXL0dbWxvS6XSti0QIIYSQKhK1RKnlLk+9JLtm4lFC6htxECgjHwT6/Z2ML8a7TGfiW1Iq40Y5DwALFy70ksTu2bOnxqUhhNQTnFAJIYSQiU3UDukrVZ729nYMDAzggQcewMDAAC37JhBRO3wi4xe/g8B6OSgkxIaQqUNDQ0ZPEEJcqPuwNjLJZBINDQ345S9/iRdffBG/+c1v8P73v7/WxSKE1AF0rSQkHAwFRQgZD0Qt/nGp5fGTzUx2XRtqOWcy5EI0mEjrJr9wJhMl3AkZn8gyNR6PIx6PI5fLeX+nJwgJwrhSzgPAueeei1/+8pcAgF/+8pdUzk8Aurq6cNpp/l35/vvvr0JpSL1SDzFYCYka3OgTQsYLUTukL6U8lM3RpJbtErXDp4nKRBybfgeBPCgkrkTpYEuVqblcDrFYzNMn0BOEBGVchbUBgNNPP937+X//939rWBJCSD1B10pC9Jhc4BkKihBSa8oZoiNq8Y/DloeyOZrUul1shz2kOtS6DxASdWxzetTCzulkaj6fR3d3N0PGkVCMO8v5V1991ftZHSxkfNLd3U0FKikLdK0kpBCbhVfUrEwJIROLclugikN69ZmlyLNSrPzCloeyubaY2rzW7UIP0dpT6z6gI0qWyGRiofY925weRc8fk0ydNWsWxxIJxbhSzp84cQJHjx71ksJOnTq1xiUihNQbdK0kZAy/hTA3+oSQWlGpjXo5D+nLcXgQpjyUzbXD1ua1bpdKHD6RQvwU3bXuAyoTMcQOiQZq30ulUujt7TXO6f39/ZE72KJMJeVm3IS1yeVy2LJlC7LZLPL5PADgoosuqnGpCCGEkPrEzwWeoaAIIbWikiE6kskkmpqaSraYL1f4iqDloWyuDX5t7tou5QzVpNLe3o6BgQGGXHAkSFu4hNyI0thkiB03KjkeJyq6vrd582bjnJ7JZLBr166i58TjcYyMjNS0bShTSTmpe8v5bDaLH//4x9i9ezdeeOEFxGIx5PN5nHvuubjgggtqXTxCSEDoXklINHCx8GIoKEKqD+fJ6FmgqtQ6fEVzczO6u7sBQOtiP176UJS+w6XN/ebMalgy00PUjSBtEcSTJyrrplrLqHqAngWnKKes1fW9XC6HeDyOXC7n/U7M6cPDwwW/F+Tzeaxdu7bmbUOZSspFJJTz69atC3xPNpvF66+/jpdffhlvv/22Zy0PALFYDIsWLSpnEQkhVYCLIEKig6u7JhelhFQPzpNjRN2dvJaHB359ZLz0oah9h2ubm+bMKMZULoVqHJyo7/B7p+v1QdsiqKI7CuumqB9w1hqOx1OUW9aa+t6KFSu8SBjqnK5eD8DT/9V725RKULlHoksklPM//elPvTjxQVAV8uJ3ra2tuOKKK8pWPkJI5RlviyBSf3DxUkxULLwIIZwnVaIsn6p5eCDPXQCsfWS89KEofkepbT6eLJmrcXCivqOlpQX79+93PpSyXR+0LepR0R31A04d1VynczyOUQlZa+p77e3tmDdvXlEbq9erFvaiXFFpm2r204lyGD9RiIRyPiyyQj6fz+Pd7343Pv/5z6O1tbXGJSOEBGU8LYKInSgqwbl4MRMFCy9S/0Rx3NcbnCeLibJ8cjk8KHVcqHPXggULrH1kvPShqH5HKQdGU6ZMCfT7qFKNgxPdOwYGBry/uxxK2a4PqmyvR0U3EO0DTpVqr9Pr8cBFR6njsVKy1tT3THO6fP2UKVOwePHiSLZNNfupX9tG8RCb2IlMQlihYHf9LxaL4YwzzsB5552HK664AqlUCv/2b/9GxTwhdYpYBMlEZaIl5cMlYZag3EmYTM9jUixCKkuQcU/McJ6sP2zJXEsdF7q5a9euXdY+outD8Xi87hTAUR4LYRMKj46OBvp9VKlksmbbO1Tkdwa9Pkzi1npNDFmOBNiVphbr9Cgl7y2FUsdjJWVtmGTnTU1NmDFjRkXbJuz+s1L91FQev7athiwm5SUSlvPf+ta3al0EQkiNqVerE+JOkBP8clse2J4XVQs8QuqdTCaDoaEhWu6UCc6T44dyWLSZkup1dHRg9+7d2j6i9iFxz+LFi+vKY6yWY6FSXkA6S10AOHLkCJqamsr2nkpTKYtjud5NdSWjO5RyvR4IZ1UeZU+eeqZW6/R68iwwUep4jOq6o1Jt47f/tMn/SvRTW3n82na8eH9MJCJjOU8IIfVqdULccD3BL7flgd/zomyBR0i9IqyC165dS8sdlM8TqL29HX19fVizZg36+vo4T9Yp5bBoM81dHR0d1rWU6EPx+KltYD16jNVizVhJL6BkMolUKlX0+y1btlS1XUqVVZWwOFbrfXBwsOgdbW1txnfqymS7Xv6WqFuVTwQquU736+/13gfCjEe1Tmq1P6922/jtF/3kf7n7qV95/NrWte3L7alOwhMJy3lCSPSpViZwWp2MX1xP8MtteeD3vGQyiRUrVqC3txe5XC4yViGE1CvqhkJloh1+ldMTiPkxxgflsGjzs2i0zWGjo6ORTqgnY1tfVnPNWI34vZdccknR76rZLul0Gt3d3cjlcojH4+jq6golX8pp1Wqq94GBAQwMDBS8I5VKGd+pK5PtehIdKmW9PVHm0yDj0VQn1d6f16Jt/A7NVTnU3d1dIP9N/RQADh8+HFjOuOyH/drW7+8TZQzUC1TOE0J8YSZwUg5cF9fldMPLZDIYGRmxPi+dTmPLli3eZjSVSrH/ElICtvi+E+3wq5wKPSb3Gj+US9kUVglaL+7uUVpfViO0Ri3bJZPJYP369cjn8wDGwh2tX78+tHwplzLPVu+q1azfO9W/0yCofih3GJOJNp+69PWo1EmtymGTv6Ywcv39/Vi9erX3O7WfDg4Ooq2tLdQc5jofBJV7gqi0NzkFw9oQQqz4uVQxmSYJgotrZLlcok1hNeLxuPc8tf/mcjn09vay/5IJRbldWk1JJzds2DDhQpaVMyFXPSf3ott0MfJ82NfXh+nTp4eqHz/Xfl3d10Oyw6itL6sRAq+W7TI0NOQp5gX5fB5DQ0O+95ZzfKvPClrvpZSlFnKKstEdnawLW3/1PJ9WiqjUSa3KYZO/DQ0NBaHgBLt37y7qe6KfAsXW9j09PTh69KhTn630fBCV9ianoOU8IcSKn6VQ1JJpVipRFykfLtYbpVrI+IXVaG5uBmDu3wcOHMDcuXMr0ofYR0mUqIRlqskq+JprrilTqeuHclrC1ou1s0qUrJ+jRjKZxODgYMXqx1b3rvNsreYs0/w8NDSEqVOnVr081UqMWG9JKKsRtsu13kspSy3kFGVjaZRSf/U6n1aSqNRJpcthm9NM8jeZTGLhwoXo7+8vuN6m8zDNYR0dHQVhVG19tpLzQVTam5willePyAmpAzKZDJYsWQIA2LFjR+QXrvVMJpPx3LEEiUQCAwMDnuWx7e/VhItcIjh8+DCWL19u/PsDDzyApqYmbf8VVKIPsY+SKFFp+R1EqTdeD63S6XRBqIhS4jiL59WTDInSGiGKVLJ+yvFsXX/TKQpKHb+6+3Xlj8ViiMfjNe3/tZZVlahr8fvW1taCXATxeBx79+61HtyUq/+67Dds311KWWohpygb9bj270rJt6DypNbyoNxEZY1RqXKU8tygfc62xxTE43H09/djxowZwT+mDESlveuRSugjK245f99991X6FVpisRhWrlxZk3cTMp5wSThWDUsiPxg3rTZEdVGqswYQyFYBav+VKXcf0vXR7u5uNDY21mxRRqpHFMdKpT2fXOP51npzUKm2EWNetYMRnjthKJcVVbX6Y9S866JGJevH9dk2Za06Z61fv75IOQ6gpPFrS0Aoz88ipECt13musZsrMb5KlZW2+5PJJLq6ugKt58vZf/1CLPjVZyllqYWcmsiy0TQ+gvTvctRfqfNprdcuYTEdhg4PD6O5ubko0XIpzw1LOTyodd9Yiq4gqM5DN4epidhzuRw6OjpKMtoohXrz1BrvVFw5f/DgQcRisUq/poB8Pk/lPCFlpNRM4NVgIi9ya0WUF6UmpbtuISX674EDB7Bx48aC58h9qNRFp66P1npRBtReaVzr91eDqI6VKLi01vpgtZJtYxrzpc5LroceJqrZH6PQx6JMJevH5dm2vqDrv/l8vuiAORaLhR6/pvHf2NiI0dHRAkXRyMgI1q5dW3B/FNd5fX196O3tdQ5b4EqpstLl/qDr+XL2X9Ozjhw5gptvvtlXXpVSllrIqYkqG00yx08WqP2xXPUXdj51HY9R8yDU1T9Q2gGr6bnlCJEYph5MZXHRFfi1QVAZKV8/ZcoULF68WLsurKWxVqlrSlI+mBCWEOKESG5iOx22/b3SiEWazERY5NaKqCVq0yEn29u1a5dvEtq5c+ca+5BILrt8+XK0tbUhnU4XXOeSkErXR4GxRZlad9VKEOb3XZWm1u+vBlEeK+IQq5ZJIf2sJStJpdsmivNStftjFPpYNQgrs0utH9t7/Z7t1xdMc5ZMLpdzGr+mcprGf0dHhzcvDA4OoqmpCbNmzdKOpylTpkQmoWZ/fz/uu+8+zzqynOPLVVYGrWv1/iDr+XKOb92zUqkUtmzZ4iSvSilL2HuDjnv5+okiG2VsMsdFFshrxFrXn8t4CrLGrcZ62OTBW+qaIErrXFtZ/NZkrm0QVOchrp8xYwZWrFihNVwWxlp+7c4E0uObqiSEZVh7QkiliUp4nYlCvXgq6KwBTFYRpj4EwGod42otIp7f3d1d5NYo1121rFprbbFc6/dXi6iPlVp7PtXSerDSbRPFeakW/bHWfazSlCqzw9aPy3ttz/brC6awMmpMctlyHghmna8b//I71HlBHU8tLS2eJWKtvZIymQw2b95c9Ptyja9SPSFKkbVhEiiGQX2WqY8eOHAAc+fOLWtZgt4bdNybrh/PslHFJnOCygIgfHvbQnmVy2skyBq3WuthkzefSlCZFaV1rq0sTU1NxjVZNdognU5jy5YtRt2oMNYyvTOqXrikfFRcOb99+/ZKv4IQEjFqFaZCdR0bHR31rFNIeSm3Qq1afcZvYaNb6B8+fNi40Dtx4kSBst1vMdfe3o7GxkZ0dHQULIhF3VVTYV0O986gyM+L0mK+nKh1Vg+u67V0aVUPreLxuK8CO0jCONt1uraJx+MYGRkJNHeUW3Hl8n1hx6Zrfyz32K9EH5PLCPjHpK4E5ZLZQesnyHtNzzb1BWGJ3tDQUNR/BwcHnUIi+Fnni3LqDgBsh9e2EAG1PuAdHh7WKrri8XhZ5L3fYV/QunY9LHRRCAXpv36yRfxOtLFOYbtx40Zs3ry5ICSK/Myw7e93r3jPlClTAo37oCFb/N5fT4p8ucy2+SeoLBAEbW9Tfw6q+NSVd8GCBd7fg6xxTdcODQ1h6tSpZWtv05rH74A1zHODrisymQyGhoYAALNmzQr9vbayZDIZTJ8+HX19fUXjrtJ7ElUGmDC9c6IYNE10Kq6cnzZtWqVfQQiJELU+1U0mk9rN43g+Wa7VYn3BggXYvXt3yRahUbMUlxf6mUwGIyMjxjioIq6sjN9ibsaMGcaka7aDgHIoK2X8FtPlbhf1ealUKnJK61LHkqnOomY9XQlKrTvh5mvKUySef+TIES/Mga1fuiqU5LYR7167dq1zny+X4irI95UyNl0UdLWex12QyxiLxRCLxcoe49uFWh0yur7XNi6DWKL7WaqGtc5Xn6mLyavOC2I8hZ0vK4XJ8jeVSpWtPKV4Qvjdr6PcCiEX2aJe09LSgv3792u/raenBydPnnSaE0pFLper4lhgahthqFGK5b0flTrsdblHV2ZVob106VIM/18omKCyICi2Q5Iw/VyUt7+/H7t37/b+39nZiebmZmeFtW6fEYvF0NXVVdZ+bZr/AfMBaynPdV1XpNNprF+/3rMoj8fjoXNx6Q5NUqmUVjfQ1NTk3RfEkCbMeNHJAPGtOmMtl/vHg0ETKSSWZ8wZUodkMhksWbIEALBjxw4KpYiQyWTQ1tZWNLENDAxUrY2iUIZqYkusVCmFvbpBWbhwITo6OkK9p5rtdfjwYSxfvrzo9w888EDBAk1gUv7E43Fcd911SKfT2oWWa/l1bRSmPkpRpNn6TznbxfS8FStWVGVTHXYTKcriurm11Vk9WrzJ2NzAxYY0TDu69DW5bVR0/TJo/xUWW2Ij7HJPmPeYCPJ95XqnrT2jPofqyihTzvoIU5Zq1FfQcWMbl7I1sE4ZVsq3VHJOO3r0KBYuXFj0+127dlUtqZ7ab9T10cqVK9HR0eF7X7nKUu6+GHTdVGr5TNf09fXh0KFD2LhxY9Fzdcqtco8/P5nj995S7g87PwHhDkPKdShta+99+/YVGbfonnP77bdjYGDA+3dbWxvuuOMOa9lUVI9NXX9es2aNtm+59HPbd/oZi9n2GQAq1q9N+49SZVLQdUVfXx+OHTuGzs7OosOuUr9XTsztWp+VGi+2OnDdB9XD2myiUQl9JBPCEkLKhu1UdyKVoVqYLED6+voqllRIfWcul8Pu3btDP8/UXgcOHChIduOXAMclQY6wipCxWUXI3ynOsefPn49YLIY9e/YYLSCCJCBTEwoJiw9RTj8LllKTMMlJc+VkueUeR6bnzZw5U/v+cuKSzPfgwYPGenRNENXf32+tM11724hS0idTHaTTabS2thZ8e9A+ODQ0ZK03P1dgXb8M2n+TySSmTp0auM+7vMdFdvl9n3D1dn2nC6b+WA9zqMkCTRC0vKUk4nOV2WHHs+k+v/cGmRtEXxgdHS172wed0wDzvKQyOjoa6PflRtdv5LLv3btXq5ivVOLHMHXtR5B1kx8ussV0zejoKObOnVtUFpsFeznRzVPi/YB/XattI+6T0ZVb9JW1a9cGHpsuMiDMGtL1HlOSOpfpAAAgAElEQVRbDg0NYcuWLdp26+7u9p6TyWSwf//+gmv2798fSIaqY+25557T9ufLL788dD+39WubLDPtMzZs2ICenp6K9mvT/kP9XdB5S32GuN+0zuvo6MDatWutce/DkMlkCvpYLpdzqk+/uSfoeFHrb8GCBUXyefHixU7zXSXkO4keVUkISwiZGARxCRvPZagWpgWhbI0iFg7liknn4lYXxPrC5AYuxxMFit0tTZYnNqsDF7dL23fmcjk88sgj2kUkMLbZ6u/vD2WxJ9eZn9u5agXk1x5+6EJulHMcZTIZvPTSS0bXTZeQH2Hxc8m3WSyLTaSLq3Mmk8GuXbuKnpFIFMZvdv3OKIUV8XMDLyWZWDqdRnd3d9Hv5b7mp4jV9csw/bcS97i0o9/3AUBXV5d3b9ByBpHHtjBeUZpDTfOGIEh5yxG2w09mhx3PYXKkCMLMDZVaP4XJu+AyL7iU16//l+Ixofab7u5uNDY2YsaMGdYDdTVPTXd3d9nWaOVOMBpk3eSHS3vZrtGVJZVKobe3t6LyyjZP6WJXmwgassXv4FZcb+rDLjIgjJxwvcfUluJ6HblcDkNDQ7jmmmusB/cu/U83Rnt7e7WWyjNmzHDq57q69uvXJllm2meIGPO1nodLXYeqXkS6gzTTfgoY21NNmTLF+X1+eyMVU33a5p4g48XmFdHR0VHgce66D5poCaQnIlWxnN++fbv332uvvVaNVxJCAlIOK81Knuq6lm8inSzrLJoqbUXkZ0UV1CJMbS+13N3d3VYrhaBWDKpVRHNzs7Zf6b5TLKx0JBIJdHV1hVLM6+rMZNXqagVU6gK+XOMonU5j3rx5uPvuu7Xuy5Uel7aFtMvGV1yvu199j65vNDU1YfHixdbxoMo2k9KnVhb0pjo8dOhQIOWo+p1Hjx4tUFLJ98p9Y8qUKVorQ921gjD9N+w9K1as0FpPusom2/cJ5HuDlLOvrw+tra1O8li20JTdwKM4h6r1HovFQpe30p4IYb2bXO8zvddvrjZ9Q6XWT0E9h1yfaSuv33qkFAt2k2Kto6PD+pyhoSGtgkr2jimVcte1qyeDS7lU63E5gabuGrVN1bK0tLRorVHL6bmiO4SWlbpB6lq0jVAG28ptUzCK6wcHB4192EUG6OYf10Npv3tMbTlr1iztml8mnU57xjlByiZjku0mj02/fm6SF2Hlpq0eBwcHC/pcEK/cclCqV67Oyzqfz1s9R1SEPN20aRMymYx1DMtt09raiv/+7//W7uFKndtc+77OK0K24hce52HkUiXmUhNR8uCdKFTFcv5b3/qWl2TrM5/5DCZNmmS9/mc/+5n384c+9CGcfvrpFS0fIROdclppVuJUN2j5onKybLPIKkdsv2pbEYky66xObMoo14RKBw4cKIr5aLLKPXDgAObOnRvK6kdYKNj6lVq3piSVsVgMN910E6688kpPMR/UUtW1zoJYAdneK+KXAsCsWbOM17qOI1uMye7ubqipbeLxOPr6+qoSE9hmfeSy8RWbSL/xpHtPLBYrSFioa1tdH5w+fbpW6dPf34/Vq1eXVB86/PqrqQ6FG7haVpF8S36W+p1XXXUVDh48WNQ3AKC7uxvXXHNNwX3qwU4qlcIll1xi7Zdh+m/QuSOdTnuu0+K7hQyxhTlS21/9vlmzZuHpp5823utSzv7+ftx3330F97vKlnw+j1gshg0bNlhlRDkJIjfVel+5ciVaWlpCzbeVtlAM690U9j5BWIvnSqyfyrHeMT3LVF6/udX2dwC+5dX1G2BMVpfTWzEK2OJTT5kyxdlyHLAn0JSVpI2NjTh06BAuv/zyorWCbg0nrFFbW1sxOjrqHWQCpeWTMa0T5HkqLLq+K5fH1Meuv/56LFu2DAAKYlCrfdxPBpjmH1VOqHUURLaYxmdnZ6f2cB4Azj//fCxevNj34N6P5557ruh3sheG7jmm3/vJk7DeQbbkrOr6SMimclKK14XteSMjI0X35/N5dHd3Y+rUqVrPETGXb968uUCR3d/fj507dxqTvusOAvbs2eMd2sv3yHLlrLPOCuzV6tr3/Sz3s9lsSbmaqkGUPHgnElULayMW+i50dXV5127btg3Tpk2rZNEImdCEUaj6LWZd3bMqUT65bEGTVZUTv6z0lTwMmTRpUllckG3fo1OOlaJMSCaTmDt3LjZv3ly0WIvFYkXPFWFvUqmUVbFiUxz79StRt7pEXAA8N8WtW7di+/btWLhwIc4+++xACU6D1JmfFZBtTIp6OHLkCDZv3uwt+uPxOLq6uqwxDm1tZ0t+Z7Imz+VyZY0JbJNHfgtpte/E43H09PQUKCRdFuK69yxYsAD9/f0F18lta+qDfX19Wg+Y3bt3h068bKovv2RltjpU3cDFui2Xy6G3txeTJk3ykgur3/nYY49pyyYU06KcqmeD7WBH1w9k2ST/W2CSxaqs0B1m6TaEvb29aGlpAQBjmCNZNum+Txy46Thy5Ig3r9nGZiaTwebNm4t+H0S2CPf6aigYg8yJtnr3S+wtni2HlhgdHQ18wBmEsMr/MPe5Kq79KHUNF1TGuGIbr67zpej/pr+7KkyEXNQpGG3rnlmzZiEWixUo3mKxmCf3XCjnYYcfujoHUCS7gratqGOg+GDEpQ10cmDnzp1F9zU3NxvXei590zQOg7SXKK+uzeS+q6vrJUuWYPv27QXPevTRR7Fs2TKn9WNzc7MXksc2fwHF82smY072HkS26MZne3s7XnnllaJvi8fjOHbsWMkHIplMBr29vUW/X7FiRagx41LXYeSmrh5low5BLpdzPph1xTbvhpl/1ASsulCWfmvr6dOna/cN+Xzek5nqfs2kCFeNDAYHB70DATnMTFDZ5dL3/cLxxONxowyMwqFuOcL9kXBENuZ8EGU+ISQ8QRWq1T5JDVK+qJzy+llklXvCUxeE5bZ8M1lsqxnihXusLq6463fYrEh0/cBmOW7rD679KpnUJ4oECsPcCOsO9Xl+bRtkAWy71rYpsMVVL8XKT7c53rRpE/L5PBYvXoyGhoYiJYTt+2zvMfVllzFvGg+m/qZu/kybWxX1PSdOnCjqE8CpRbupD46OjmLhwoVWxb5fvZhQD1OAU94ptv5qqkPTAZb8LD8LIoHqtm1SGOsOdkz9wHZ45BczWjx3/fr12sMsmwyR61VmwYIFvt/3/PPPG8NnbdmyBfPmzfNtb9PBWCwWCyxbKk3QTWCQNYHu2evXr0c8Hi/6VhdvjDAEsTL1uy+VShUcNLkowcXcINzTK63QDStj/HCxhJflk1+f1v09qMJEWHh3dHQ4r3sGBwcL/h2LxbBu3bpQMrzS61yTjNQZTOjkpwnbwciuXbsK6tLUBrpn5PP5ora75ZZbtO9yzScTdvzKngV79+4NfNggZJVOFyLknV8fD7oGludXEWff1halHOJlMhk89NBDRb8X7yv1QMS07pg5c6Zz+eRD+UrOkWo9VmM+9pOntv2Ybh5RPfVyuZwXRsY0bkyeIzpvERV5ztfVl1yOqVOnAijcR9qU/S749X2bAZKL8U4lcdk7mGS0yAdBKkdklfNUzBNXurq6cNpp/l35/vvvr0Jp6o8gi4BanKS6lq9UF+Vy4qe0CXIYEpZyei+4KEP83GNdQ/yYlICmsDfZrN5y3K+vlqoU11k26/BTqAbZ+IXZJPrFVRdlDLPgMm1+ent7MW/ePON9OsslU//wc0d3lUem8RA0kaNOgadrU1E/OsSi3dYHGxoaCpRE8t/86kVFVhKohykqNllkqkPTAZZNgaBDTabsMkbFBlqnQHrttdeK3KPlwyOTcqKjowNdXV3eoYx8uCQfZvmVTyczxMGA7ftM4YLkOlUt+9X+a6rzWCyGwcFBZ++IIHNIWGveoAYCQWS3nwJPft/mzZvR399fkTVC2ANz+b4jR454IesSiQRaWlqwf/9+oxK8u7sbkydP9iwGK6nQLZeMsWHrJ+r3CTlt84jQ9fkwCpMZM2agq6vLOHbkcQEUh6uIxWLO4SqqvQY3yUgTsvy09S/bwYhrn3GZV8Q4UEkkzPlkBgcHMX36dO0htOv49Us0H+SwQRf6TTbKWLFihWetLCtQDx48GHoNbIqzL55jOggNIt9MB8jxeByzZs0qeT5yMRayrTt1h/KllsmVcszHftiUryIhrdrvRX4DdR4xeerJYWxM/UJdV4pvN4U8Esh9dXh4GEuXLsX27duNxkCm/Yr87UHmpTDhIGXPXADWNX6lcN07mOSrGAcMb1M5Iqucp+U8IdUhyCIg6Ca6muUzlW3btm145JFHQrmuhcU0KZuUNtWyUAyLnzLEzz02TIgfnXJVF/ZG3qQApxSifn21VKV4KpUqUPyZkBeQ5XAPFtcODg7i+PHjaGxstL7fb0EqCLPgamho0B5SCPdbANqNpWq5ZOoDfoqIcskjk9JZ9/5NmzYBQMEmOKxbsF8flP8mx3EPoqBRrVhd+2tQbN+qfqeOeDyOZ599tkA571c/fh4hoq1UxOGRbvMu7u3p6TFuDkUfa2pqcm4/nXwxfZ8IF2RKliu3j01+6p5h85Txk0O2XBVhrHllha5uvjS5hQeR3a4HQ4C7YjEsYQ7M5ToSSmZgrA8ODAx415nCh61du7Zk63U/JUQYGTNlypTAVvwmGaMeCKhy2s8jQsxR+XweyWQykLGKn1GBOi4WLFigVXa7zlmlzHm2uPHi+1wO+UyhBuXv8etfrgcjAnW9KeSQfPii9nOBTlnX2anPJwMAd999d8F1ch4i1/HiYhAR5rABKPQw0+U8AQrj0Jvea5OjurAqAp2CO0zsbNP3inWOy3zkZ1Rhi6Wvyq2FCxd6h+emQ/mBgQHfEJLlolwe0KZ60tV/LBbzPCDV9YRt3el30BK07GpeCl1fbGlpKTiUlb9BDVcj3m+bn4KsfW17FnmN5OeZW6kDmDDhXIFC+W9aQ1b6QJgAsbxu51xmPvOZz4y9LBZziiEf9Hoy8chkMliyZAkAYMeOHRQQZcDF6iGTyRQt+hKJRFF4k0pw9OhRY3IoU9l06GJKVwJbOISohN8Jgq3Mhw8fxvLly4vueeCBB9DQ0GDsM0DxJkLtT2q/dAlfITbkusS4al8NmrxVvnbTpk3GzaR4n1DgmhRtYcbO7bffXqCYaWtrwx133GEss8u4CFue/v7+IiVokPY9evSoNiSA2ACZ+lVTU1PF5ZGpXwt0Sgr1/S5j3dYH5Rie4v7p06db60V+rl/bi4RZfrLIZZz4fauc90B8k4yp7UxKJdd+raOjo8O46RNs2LABnZ2dReWMx+PYu3evUUb5lV3FtpGyKT1c+v/Bgwexdu3aoneqfcUP23wWZhyqfUW2Apef4eIRYlI2it/pZJSNaq1p/JDrSBcerFQ2bNhgtWhUy2Aa00FljNzWQQ9yjhw5UmQJb5KHAptc0fVbnbW9Wj5Xua4+32XO8KuHMHOeX9x4W/xl15jzKi4yRj0c0PUldZ2nyqGVK1d6hy+yss6kiNuwYUNBwnGbhW4YWeC3brA9V/0+lXg87nmYufYvv/cGmV91faOUta0t7JzrfS7zolxvtu+Lx+O47rrrsGfPHu17g86btcZPTsntJ8sAgdyOQfd5ALBq1SosXry4pG8QCm8175euvALTPr+np0fbtn65t9TymOYNOZ9XLBbDqlWrrInqxfPKedgTZq8ur4fVe1zXkNXMgxIlKqGPjKzlPCHEnXIIRRerkGq42ulwCS2hli0ej2tdQoU1WaWV4s3NzQVxbWVronLHhK8GtjLbrGZtll7iZ93fbIp4XYxC1RrAFoteEHTcqGPEpOC78cYb0dTUVLDhLNW9X5Q1l8sVKOYBYGBgAIsWLSrYeMjfJVs/iA3QH/7wB2zdurWoPLrwNrZ6amlpwbFjx4q8U1ysh00bO1Evtn4FuMujsMpTP0s2U5seOHAAc+fOLbD+kq1pVGyW+8IqTjy7p2csYayLdafJa0IoLUR9+ckiv42wn/Wo+p1NTU0477zzihb8pvGgqx/Tt7mgxpU2cf7556Orq0urLJFDw4jyqTG9XeWLqf2TySRWr16Njo4O7XP6+/t9rWh11qFBvSMymYw1vE9Qa16dvN6/f78ns10tvNV6M/XTSy65xPlb/cpeLdQ6clHMy0pwl2t1FpK2MujaI6iMmTJlipeQT35mY2MjRkdHtQctskJeKM9mz57tKV78YhSrMllg6rd+CdZdPZd0zxfeGaoixLWvhVmD22KZi7Fmir8MANOnT0dfX19R+8gWs/K4Bcbaf2RkBJlMJpDsU9fwwppZtLNODsn5j+Q5KJfL4eabb7Ym3m1vb8fkyZO1yidRF0Flgd+6wdZm6r5Bd59Y55n6lwnTe3Xzj24/JbcFcKpfhVnbysZWQS3Rw3hUqrlqTHIrl8thz549ZcmV5EK5FZq6EFp+ckpEqdApuuV2tK3Hdf1Fd9AS5nuTSX3YRFPIJ8CczH727Nla5bxNMa+WeWhoSDtvyIp5UT45jKLt+8IYdZjKGjSUlS7PihwSz2UNWY8Gh1GGynlC6pxqC8VqK5ZdQkuI75XL9u1vfxsPP/yw8bmmhUrQSdF0vZ/CwuUwJGrYyrxgwQLjhtM2sZv+5pKsSCjDRkZGAm+ydRbJQceNbUEq+oWubLp6sOFn3QUAhw4dMoYQAgoX4JMmTUJLSwsefPDBorJ1dnYWLFRdQxKJeNry5g0wywvbxs624Bcuz37Pl+suaEglgXqw4crGjRuxefNm73lh4z2bZMjo6KiTgkYcxqiWUDpFi2lcm8ZhY2OjMcmdi1xzWfDLIT3U8vopQEz4hU+QGR0dRXt7O84777wCJY8ubIPNErxUjwTT5m3Xrl3a75PrsBwH6kLRpSKUnroY+TbZZurXukS4rsox23xh6ivLli3DBz7wAaxbty50EvNK4Xf4JPrY3r17Cyz1UqkU3ve+92mtDIXST4T/CKNcVtvDpLAxyRhduIxsNut5T/lZZgvlWTqdLpA3S5Yswfbt2431JWSybNjhp2wyKUxM6w21n5qeL+bJsGvooGtwXTvaFFvie3ReO8JSUpXNqVTKO0ARa40wRjC2b7PJIbnuk8kkBgcHixT5gD6fnSm8DRBOFqgyV6BTcKuYxn0sFvPCRAp0/Ut3QBfWW9ivn9lklK3egnh+6vCTS88995xveUwh7WRkBb0cSkids/3m8KD5lHTrHvHdtvHuEkJLrid1zjTVhQgvZ1qPA2MW2c3NzdaDllJ0FWHWe0eOHCnycpg1a1ZRu8fjcWPOD926bt++fUXX2fqSCKPoOvZKqSfTwYGsd3AJJ6YaMdrWkNXOgzIRYFgbUpcwrM0YJvcq3caoXvFzEZXd7uRFjRoqw4TsmhV0UgzqWhnUfblSByBBF5c2THEb/RahcpI7nQu5qd3XrFmDuXPnFrkvAyhSsJjq2haKxaaktFnSyX9T60Qtm3ifi8IOAObNm+drOblr1y6cddZZRX1Ot1kT37p//35tuAfxd6DYzVyE9ND9LUj/NrWvzr3UdpDi1y6lhFQCikNLAG5WrOJ5fX19BZaipvfo8JPvOqW1QN0Ai3uDLPQzmYw2CTMAo2WZa1gawF0umMqvCwEQj8cxb968IqXljTfeiI985CPemPILxSG+RSh5dHOJkEVBnueyOXfB5p68evXqot+XGl6ntbXVGvpBTU5qC09g69dhx4rN5b6pqckYLiLIQUoYSrGAM8l9W7+T+61pbI2MjDi7qQeVkX715xIGxy80h+5bgx6g6g4BTF6Z6jcGWW/U0qJQXg+r48oPW/gdXZxnUXe6g6Eg6wK/79HJIfX5fvJKF5rElL8kqOJYLa/pcNl2j6nsruW2hSgKiyn0jamspnno6NGjWLhwYdHv161bh09+8pNOhlJB13VAYXgVW64amWXLlmHatGmeBbG6tjfNHWoCVZMC3i+klsClPcOE0HIJvwQU9zt5Pe7a11xCDYnrXJT7LoSVyUHlppB9thxkruGQTPXkcrgWJMSUSzgx9X5Af0Dkt/Ya7zCsDSGkAJMFgWqFVM/uRQ0N+qSTAnEq7BJrUlUoydYUQU9/XSy7w1gs+sUZ9rs3iHVFPB7H1VdfjSeeeCLU5lFnebF79+4Cy/EGTbiLwcFBbzEQi8XQ2tqKK664omDxYbKU2LhxI+677z7vfeL/sVjMu17eeKtJ5zKZDDZv3lz0LdlsFoODg3j99deL8hq4WFibrAjUsokDjI9//ON4/vnncfToUeu72tvbnZTBZ511ltFCzmRJYQr3IP4ufpbJ5XLo7+9Hc3Ozr1WOrS/q2te0WNeFdhFJcW3tYrOwGhwc9LV+FG70sut/ELLZLA4dOuRkZSkj150qQ6666ipPvou+pFqoHT16tEgxD4xZ8MyePdup7H4bIV1d6L7LNnZsckGHKmNNIQBSqRQuuugiT07k83k8+OCDOOecc7zNgmoB9uEPfxjPPPOM1nrXNPcIa1ydhZpf3ejmj+7ubjQ2NmpzqqiYxo+sEFfHoG3usR2AJZNJXHXVVTh48KDx2/bv34+lS5fiwQcf9EJNTJo0yZhfQRdyTCTCtc2ZJrmiq49E4lTi0cbGRm1fEWWXDRqA4nkjDKUqZnVjLJFIeOFZDh48aJQtJqtXIZtdPB1c1zBBLLl11pe6hMwuZLNjYdhsY9R2b09PYYJHkQtDVdSrCWdN6w15bJvWPuU0tHBVZOm8LFRUJZvOmlKub12/6+3tRXd3d+D5zpVkMlkUZky2aBYMDQ0Z+4Mp0XR7ezsaGxuLjHr2799f5K0XpLxqnxC/t92zcuVKrfGIOj5Fuc8777yCsEL5fB6xWAwbNmwoS24tW9JxXVnVeUiQyWSM3szr168veLZNdurkUiqV8g4edXPxzJkzvTK4Kni3bt1aMLZ1c7a8zspmx8JFqR5K6tq1sbHRuC7U5eIxhZzy83LyC6HlYo0uz6ENDQ04ceJEQRldyuZXvq6urqLkr7r5Ug4RqfMMU2WbSe7YZHLQ5ObAWD6xa665BpMmTfKSSat1qBu7Okz15OeFZPJENs3Z6npQ5+kjEPXY1NTkvJcL43FETkHlPCF1jGly1SmyAH+3uCgyODjoG0dRt3lSES54phjkNkWerr5crg+6MdOdfAulzeTJk3H++ecXWODImzOX0Bk6xfFjjz1W8C5T/FcdpjowLbJ0C9x8Po+BgQHs27evwGLa5Bosyq2Sz+fR3t6Oa6+9FlOmTMHevXu19TFscI0GULCw+uhHP4pVq1bh2WefLWgTv0Mbk4JclK2hoQG9vb34whe+4P1dWGfpFv+20EwyQ0NDmDVrllPiQHnhpFuA+v199+7daG1tNS7IXJRSJsWPqpg09TFVSaBrF5vCziUkiGmT75qcMZFIBA75ofNEEYrDw4cPF4RuEAclu3fvLqjjQ4cOaZ/9/PPPOynnbRtY24ZF/S6XA0+xSXDdNMsy1rSRGRwcRG9vb9Hv5XcL2Szq7+mnn/auFW2re76uPDt37vTdyKl1Yyr7okWLiqz8ddaXforTIIrh/v5+7yBDfJNcV5lMBk888YRvPQjFvPi3etjgkjvGdeOsU9isWLGi4IChpaXFs3zzO+AfHR31LOzLYels6/uA/1pMKPJUFixYAADGZORyPzMdyAQxHHBdw/gd/pieqbNOdI2dn0gkABQfIAtuuukmPPTQQ9bDPqF0AICbb765oL2E0lHXd/L5PLq7u4sS6toUmeXEz2tT7Xv79u0z1qk4FBcH/EIJt2vXrqLwDy+++KK1Pr/73e8W/V4334X1KNHlcAlyfy6Xw+LFi7XjenR0tKSwWq4HJX4yxS+Pj7ru11nLmmJu+5VVd61tDu/o6EA+ny862LXtT0zI+w+/dYMsQ+RDtXg8rg1bksvljCEwAWD+/PlefZvKpFOoq8jGMKYQTCavbldlsNonM5kMRkZGtOtMWwgt3TygegLIc6iL56hpvNh0FWr+C/Ec3T4rmUzimmuu0R7OiD4gowttI56j8/B0CfMjk0gkvBwWok9u27bNOHbFe0zjz3ZgEvTwAzh1cOCH7eDDT9Ee1hCRmKFynpA6xsUKyaYstVHO0Ce657lcB4xZLpoQ3zI6OmpVJMnfPG/evECWd6ZNxZQpU5ytz1xdNU0WYOLkXH6PGkZAXAcEs65QkRePfn1FV2e65DJyWUxl0MVxFgsGU2gNlXQ6jenTpxdZn8hlcLEWAYAf/OAHWvdb8Txd4lRRJ7px+Mgjj+Cmm27CiRMnjAlddf1YWEH5KYO7urqQSqWM16ljQdSxnyXawoULtRZ0zz77rDbPAOCWhApwU/yYxqV4tloudWOgK6NuEy6ulWXdyZMntXXZ2tpqtUIUZUylUhgdHS1QGuos/YCx8a8eOMjK91QqhYceekj7LrWOL7/8cu11pt+rMsk0RpctW4Yrr7xS6+qrW5AHOfB0kU1AoeWjzgISgDHEhe7dusSwQhbpEu/qUOM3Cw+Hxx9/3LhBM8mhfD6Pbdu2Ydu2bQXWrPKzhUz2y+fgMgZtnkTyIYjfRtVkAS1bxqllkhM5yrhsnNVvSqfTnodNPB7H0qVLCxSzfuU/cuQIGhoayhY7NejBtfydpvVFPB7H2WefbQ3ZsWLFCqeyBrV2N/09zLpOPE9c39LSUjAn5vP5gnwZQpZmMpmiujPFC08kEjjnnHOsFoHyes0mf0x5UVTFsC0/RznCTMp9w9ZPTQd/OkQYOXGAJsaSuhYVijk1ibyKzmNryZIlzodsLggFncka3c9IwTSug+4BRHvqvI7kwyedh5RJpvjl8XEJmWgqt3q/S92b5JicYHnx4sVF+yrXcqpks+7ehuJn+VBN9WoRv5ONYVTi8Thmz56N+fPn49ChQ0V7jWw2i0WLFgX2nDRhai+Tgll3rWhbNeyiaZ1vkju6eUB4IagHp67fr1uXCV2Fbm1myn9hOxgzzV+qF8eWLQPFgREAACAASURBVFuc472b5gC5TnVhjNQ+edNNN3lGMOocUWqeqyCHH/LBAeA/V5sOPlwU7dXORTjeqZpyXkzsP//5z3H8+HHn+4JeL3PppZeGuo+QesLPCslPWaojbHI7maBW3br3tre3ayfLWCyGRYsWeYvWo0ePGq0OxOIWOOWqrsZVFVY4squ9LvmkS73YJiXbxOyqnAKK3SldJ3GT4ljF1Upcd2JucocWZbGVwbQAnzt3LjZv3ux0sKBzCxV/GxoawtSpUwvCL8TjcXziE5/A9773PeuzVbq6uowW4TqFtlC0vve979U+79ChQ5g7d652gSX3S5P1Sjab1SrZgFOWcToFgZ8lmuwWKyO8DMQGsrW1FaOjo74JiVT8LC5NVhl+CUXVTcv8+fNx0003ecp3neKro6OjaFOp2+Tv27fPulFpa2vDRRdd5G20hJIVKExIJ2SkLr66Wn+2eJbiGlHHM2bMQFtbW1HSNV24FFPcd53C68EHH8S0adMKNg+qLBYcPXoUTz/9tLPXgOuhmWz5KBQzumt0uFivC7LZrHewsnnzZueNaTwex+c+9zns3r3bky+pVMroOWKLla3btKoyWTd+gh6KmKz4RF35tY1NsSAOOv7mb/4mkFwACtcQtm8CCg8Ec7lcgRW/+l2632/ZsgXnnXeetYxBDBTCHFz7rS+WLl1qnN8E5513XsG/bWUOYu2uw0XR5xemL5PJYP/+/UXPFn2/tbUV/+///T9vXtJZgerGkahbOWzNN7/5zYLQTC0tLQDG1oW6wxAV0Xfi8bjnwSBj6qOlhJnUzREmIxx5jaXre2r8adliXqyNAf3hposng4mHHnoI5557rhdruxwHYH5eNOvWrSuYo3RyVFYwi/v8FFPqe6+88sqCPpXNFoc20R1a9vf3F8RkNx3OizCR4hoXy16bAYDNm0e3BtQlVwWKk97LssS1nH/913+Nffv2Fa0PLr74Ym0ie3nuFuPi2LFjRf0yn8/7zq0qImxIKpUyHpqriPw2JiMpoDgRt648y5Ytw4UXXohZs2Zh0qRJRYeJ8iG9vC/VeSGHCWekzgPi37rk3S6Mjo5qf68LwWTDxWJbLrcuTKffGkPGtM6R672jo8M7vNDNqUE9mkyyT5e4GjDXiZ/sCnIo56potx24k9KoWkJYMTmaOpyMXCSX6008+uijoe8l0YYJYc3oMrbr3J9NyTpcEnYlEvYEI2GSdbq8FyiOS+0XG9kUzkbENVSthq+++mocPHgQ+Xy+IDllKcl3xcLblijL9ftd0cXvBvTJUOV7dIsmv8QufsllxHcCYxtYNTyHep2fRZFJGWQ7eNC5yovEhbNnzzZaydswldeWuEwNaSPYtWsXZsyYYVxEqXX88MMPa63YdHUgJ8MKgynRkEDdgADuyXld0XnymJQ+prFkSgomK6XLMQb9wjKoBy6u+PXvr3/96wVha44ePYpDhw4V5VAQ2BKrmdzl1bLrFvpqMlqx/vPbFOhkuVCECWW3/HvAbo0nK2V0iYZtMjcej+O6665DOp0uOGARyh7Vot2GKv9ka10/qz4TNpnslzBPHUe6Oli4cCGuuOKKAktIk9JOzDM2OaFTkInk0qXIe3HoaEourcqhvr4+rXUkAGzYsME4R7saGNi+oampCT/4wQ+KrnvggQfQ0NBgTJg3OjrqhW7w63Pq+qYcIXoAvfz1S/BnS8IbNCmhKdm84ODBg9Ykt7ryynLaL2SD6Dt79+61HjS4JLvVrctkXA9t1fLJc6yu7QH4/q69vR179uzxfR8wlpj44osvdlK2+Y29IMkDdeurWCyGffv2afcktsSOujWWKYFrOdfocnv57WFE3biMlVgshq6urqLkqoA5ceP8+fPx8MMPF82VLush3drOpZxiHDz77LPGA0n5HfI486uvRCKB7u5urTzwQ6xvXA7kxfwFQLv31XlR2EJ4ietPnjxZ4Gm5cuVKbeig6dOnGxNxigNt077U5aDZr7/r1rmuezi5DoHidVzYg0zdnGRaY+iw9S11v67Wn23dZZvrZNl39OhRY9gjlzoJU64w1DLRedSohD4yXvITAiAW537/iY2P6/W6/wiZqLS3t2NgYAAPPPAABgYG0NHRgUQiUXCN6fQ1k8ngwIEDvotP2WINGBPUbW1tWL58OVpbWwuSQuVyOa2Vj7DSELhYjicSiQIXXJc4xblcrsDqWpxWHz16FN3d3QXyIpcbi8Eufifi4YkJT2cVdejQIesCR9TN2rVrtfcfOHAAmUzGO/kWi5WgCFdO+VsWL16MdDpdcF1HRwdWrVrlvSeRSGD16tV44IEH0N/f79xXZJLJpJcsJplMehZpgpaWFi/Z4/Lly7Fjxw7MmTOn4PDVZO0j0PXrzs5Or7yJRAIrV64sKr94tmo1Juqot7cXZ511Ftra2qzfqCObHYsJn8lkiupDF0JEKK/VcDiqVbPof3LfVOv4+uuv17aVsPwR37169WrMmzcPhw8fLiqnTCaTMV7T3t5uDS+lxtkUilhRpnLEH5S/X4yp/v5+5PN5dHR0oK+vD9OnTzeOVWAsIar4PtGfNmzY4LmZB/FesaFLwiuTzWad3Jdl1LYVGyP5nV/4whdw++23e7+bMWMGFi1aZFQEmWTa0NAQpk+f7ilvbGUX8lTUqy4ZbT6fx7p16zAwMGBdwLe3t6O3t7fgu4T1oM760KYQSiQS+PrXv45ly5Zh3bp12Lt3r9F6XR1HYu25Z8+eAqs0YEyBu2/fPuzduxcbNmzQyhuVbHYsnImQf/PmzUNrayuWL1+OFStW+N6v+zY/izJVNnZ2dhbI4NbWVu+QVlcHu3btwvLly9HW1oZ0Om2UAblczrOUa29vR39/f9EcFo/HtevyfD6PwcHBgt9lMhkcPHiwyMLsvvvuM4bN+dGPflRUfnG4otbBjBkzPA8lGeECrqs3QB+qyyZPRX2IOUsoJlVEW+rGYi6Xw969e9HQ0FCQFNuGvL4JU2ageC6Q13eiP5jKK7yPMpmMVjEvyiLWj6bQVCrC2ri1tVVrbCI8qWRE3ZrWtbKcVveO8npK9IOzzjpL6/kg6kkdd7q1nFxHOuS6vu+++3wV/XL5VI+4vr4+rFmzBn19fZ41ZHd3NzZs2ICBgQE0NjYWrNWz2ayzYj6RGEtMHCROdkdHh1Yx77LGlNHlghHhwGTEmkEkmtbJ6mx2LMxMX1+fV++LFy/GSy+95OSRFBYxBvz2MHLdCMteE0Jvsn79em+cypju37NnT9E+qKenR+sFafoOl/fIiP0JgAIZqSrm4/G4138B/z2fGAuzZs0KtZfKZrN46aWXnPRIuVzOs8oWa1N1nyK8CnT9UN2XiL4oy3qxf5V/J+SOUN6r33/kyJEieS3T19fnrT90fxeo8kxecyYSCaxbt047X5oOA3SK+f7+fnR1dRW8Y86cOQVt7ooor7yvzOfz6O/vd5r3gFNz9po1a4r+Jvq6bj4E7B6LgN4LRR7f6XTaqJhfs2aN7/oZKNwnCUzlErqHIJjWZ65rC+JG1WPOB7WED2M5T+U8meioLoa6uMs2dyw/EolTGdxdkrHqUMOCmFzKZNTkJq6LZZ1L66FDh5zKms/nvWSbuvKp7p0yLocH6v1q1noXK03Rpo2NjQWTu5g0Vbc5XYxIQamJXTKZDPbt21fwu4GBgYJFdzabxeOPP45169YBACZPnuzrhqmzCNC538luobFYDNdffz1mz55ttKIRi6c77rgDixYtwr333luQHNKPrVu3Yvv27QVWuZlMxqiIOXLkCJ588kkAY/PbwoUL8clPftJb2MixXsUmSW4/uR50baXmVRAKOdkCVU3C6GIFYer/OnTJ8krNWSHQuUzv3LmzQL6lUimjO7ns4qpaOZlcmoPikiPAT/bMnz/fs9o2te0vfvGLIqvrgYEBtLW1eWFJdP1G/E4nc4XlnSx71G+xhVQwJaP9wx/+4NvuJstrOf60wHTgBpzKyZFKpbz6i8ViWlddNSzcsWPHiqyn5XLISfbU+JwmRVUsFitQ6smKQNf5Uv62IDFAxSH45MmTCyxchbJTJBPu6+vTbgzlOcQvlBQwdiDU1dXla/Uu6sEU1kXFNJ5yuRy2bduGa665Bk8++WSBFfSePXu0cZsBfS4KoVxR+4nOvV/u8zbkEAG6thZ5LgBz8u3LLrvMKJMuuugivPDCC0Vlc43brOLnsSD6g7AUUxFzVmdnp9UKXfQZUwgEE7lcDps2bcJrr72GpqYmr41Mbv0uiSh16OawgwcP+tapX5hJ8Q0iWbKchBWAc1mFdfPkyZNx/vnnY3R01DPyAPxDMLa0tGDfvn2B5Y+gpaXF2m912KxBgVNhJ8OuD0ReH939ol3uvfdePPbYY0Xlki2lTetmlz2KDpOFselQTqAarIg+bvNOktf+amx7dYyIQ1PTAZoop+17dQcr4j2mwzn5HSL0lPAM0I2VY8eOeZ4Mfnu+7u5uzJo1C0NDQ9p3qyFixDsE8XgcjzzyiPH5MvI+WNdvT5w4YV1vHDt2DOvXry/6XhVTmE6dx8qVV15Z4G2j9mVT8ndTXgx1PgSKk5m7hEAxHeaOjo4W7Xsfe+wxPPHEE6GssZubmwvGmlDO79q1CytXrvRCRPlxxhlnaH//u9/9rmD8yfWrkw8iR1Imk0Fvb2/R80SOGFvOOXEQGnYfZZJbNt2FDtv6zHU9RNyoinLeFGOXEFJZ1LjLc+bMwdKlSzFjxgxt4lWbokNe2F911VXeRt51Ya4iT2rA2OS9ZMkSbbgTUQ45uQngHkNdJR6Pa+Ma2lAXtqZv8Tux1qHev3r16oLYqgC0YXHkDdqsWbO8MAnqs3WTpik+nC4GeRB0Vk2iHDK5XA533323k7JJl3BLji+qLiZlt9B0Oo3zzz/fuMmQNxczZsxAd3d3YNdlVYmuawdRNnnhnM/nsXPnTuzcudMLe2CycJg7d67WZVbE05UXa6JOdDEOhbWs7HKrs4JQF+u2/q8qcMVYtSn/wyYP0o0p2QIymx2z7F66dGmRLJHbWlc3vb29Bclbdbgcls2ePVsbviII06dPx8DAQNE4lPv7gQMHtPeKTZstnIGw6FI36wAK+qcLcr1OmzZNe83FF19sfYZtc6L2LyH31O8SB0+qUiybLYwDbJMhpuTi6ncKXJRx1113HR5++GHr9/tx6623Yvr06dbxom7cXBSTYrzbwlaJOaSpqcnp8NZ0aKp7h2xZFkaJKnjiiSfQ399fdLiSy+Wwa9cub1Pul3ARKJ5TdJvboNa+po17a2urp9wxJd8W79PVzS9+8Qvt306ePBm4zDqZqMt1kc1mjcmpxd9NucJEmEHZcj7MGm779u3Yvn17wVjWKZLChiGR57BMJoNNmzZh165d2ut0yknRf0zK1Fwuh0WLFnlzSSIxFoLSpazi8Onuu+8uUjZed911mDlzZlE7yt5M6r91z/eb4/bv349UKgVgTL65WtzLrFmzxlvXiHbyC18EmNek6uG7TpH1+OOPa+/VGfCo62bdAVBLS4tvcngA1gThprGdz+e9/ZGgvb29yAgHMCfkVmPby2NkZGTEaLQiexLZDnlMByvNzc1ORgpyPfsZC8Tjcdxwww3WtfzLL79sPFwHTsVlF3JfXVObwsDqmDVrVlE+CaB4HtMZxYj3qphyQ5g8f1Xk/AcCsYe4+OKLCxTz8t9teTHU+dBlL6mOPZc5NGhuPN17THtucaibz+etIT79jBS7urqMskJdH4n3Ll682CjbZ86cCcCejFbICnXt4icnBWF0Fyoi0oBpTgi6HiJ2qqKcf/DBB6vxGkKIhC5ZjDiRVhdYpolDLJ6TyVMZ3NV44SZlii0GtSCbzRZYiZvcEGOxmFYJkEzqk2/ayiPKkkqlcNVVV2kXMzLxeNzbDAjFry4eobzIlGNX6jbkN954Y1G8cHUzICtYh4eHjQtlP8tfObGfKzqLYtXa2nSCf/LkyUDv8lscBLX0yGQyRS6gQumqxm81bS5crH5032HbZMTjccyePdu4ic1ms0aF7saNG706UC02hNWRDtvhkKyU0y3YdIv19vZ2vPLKK8Z8ATqFnU7hY1OU+uFivZbNZtHU1IQzzjij6FBHjCldmINsNouZM2eiv79fu/nt6enxZIE4gHnmmWfw4IMPFjzr0KFD2k3mwoULsXPnTqfvFFY2cmx3dRzqQicBhX2ku7u7yHVaHm+um3UVoQyQ61VYvut46qmnCuLhq9j6qm4civLrDnk2bdrke4AjLFfVkD+2A1/ZylmXDAtA0WHHypUr0dLSgkcffdT4fS45CsT3ipAjqtxzidFuwk8BLG+8XJOFid8LJaxJdrhYkAL+3ijCCm/q1KlaJYYY0+rGWU64COjnNZNVdpBDRZNiTxzmmOZvWUkmknCr3zZ//vyieWXHjh3a3BC2MpusG3VeK36efFdeeSW2b99ecF0sFsMNN9xQlCg7yLNVVHkmj8WgCQ3V3BiyTLNZfdvq1KRMBQo9aLLZLHbt2mUdg6lUCu973/sKlI+qF04YJblKPp/HPffcg5MnTxq/XV27+41Pk/IYKExAK3v06NadADwDFjV3khoiQh2v06dPd+5bsVhMu27WeVr5JYgXey9RD3KCcCEXdGNbhOq59tprC+rA5J2kyyUl5Jtu3hJ1pvY3WSEoQiEBpxLFplIpz2jg5ZdfLjhYETmcHn74Yae6ltvMz1hAeEldcsklRSFCgsx5qtyXw0gmk0ln7wjZw1a31pL/JhvFiHLq6mfevHn4y7/8S2tuiDCHmbpwUjJ+3tZBMHni2uZQ3dyTzY6FWJS9l/ze89prr1nL1tvbi3nz5mm/zcXT3ZQYeGRkBJlMRivvTbJd7vumfc3SpUu1ibRVz0e//ZOQWwcOHCjqC7qDSBm/nGNh1kPETtXD2hBCKotYfI2MjGgnGZ0VjWniEIp54NRm25S8TlXWuCh84vF4wWm5zVpVtSARdHR0FDxDXK8q/1TFQDabNVrR6BRPwCnFr26CFi6OmzZtKnCX11maNDc3Y9u2bUXPUeOv6hYfwlJaZx0qlNDy4YFw67OdsNu8KNSFpc0S16acs2FaHGQyGWzevFl7vey5IVsQmBZ5M2fOLKg7odhXrbaEMs2mLNNtRG2bDFFHQULDqJg2yEL5pSqUMpkMRkZGrO+zKeV0i3UAWotJXQgAgYule3d3d0FoI5FAGUBRuKNkMllg3W5KQNvQ0ICmpqai8E1+CZ/Edermt7OzsyCklihTPB4vOmjL5XJFcimfz2P37t1O1mTiGfIGTjcO29vb0dbWZrWCtPUb3UGgS/8UcW3PPPNMr75slu9AsZJAxeXQRf4mUX7VaiuTyWgtXHXPWLRoEVatWlWgnE0mk1i5cmWRokNYWQPmzWcmk8H06dO1ScJleaBau4qEb6YkdOJQwPZeF4tnE/F4HC+//LKzAtLkdSWjOyzYsWNH0XUi5r6frPIbM7L8DRIeRlYAyAk41UND10MJGzYvC90hslz3wl1f/a5EIqE99FXnPFE3ttAhJutGtUypVMrYv8TfR0dHccMNN+DBBx/01lKq8kwNqRGPxzFv3jyrPNNhWj8EkSmiPLFYzFOe+sk0ofCVw8noEMpUm4IDGJNJcijXWCyGG2+8ER/5yEe8Ngt64BCWHTt24Pnnn7euyXft2uX93W98fvzjHy/KL7FlyxZMmjTJOEepCk1ZUd/R0aFNkinPReqBdF9fn3N/EO1gOqwzJUz3Q8zrclgg09gGxkJz7dmzx1ceAcB9991nNRrSzR/qvHT99ddj/vz5GB0dRV9fn1YemjyyhHWyX72qezN57Mieuy+++GLR2grQx+7O5/PIZDLOY0PIfTWMpM6y3BWXvuA3NwuPFN1eRfwul8s5JWEOi5+y1oZp7DU3N1vnUJ2slr0m1P6ve484HLGheteIZ9l0JoD/ofHatWuth4DqnkDt++LQSx0/O3bswGc/+1mj8YJu/2RCGPSo3yKvndSk2CJsse7bZYMlKubLC5XzhNQx6sJRdXsKEgvSNnEITCFLRGIXVSFhU/jE43FcffXVRfEfTeUzLRZMilB14dra2lp0r9iMqSE5dMoVwGzdGYvFCkL9CLLZLPbv31/0vEwmo1XSLV682Kpw8YvPmM1mcd5552lj7plO2NUFu821WmcdIsrV2Nho3cjaMLnEiYWoDp2llWh3k4WCTpGnWiNs2rQJv/71r62L/EWLFmHnzp1e+8mWRkKxPHnyZF8lXakkEmMx7G+++eaCvi+H9THFDRflBqD1KpCRDwFM49+0QHNRkORyOW9xq7qJx2IxLFq0yFPsptNpzzNCuDn/8Y9/tC56TVb8al3K95k2Eq7uuh0dHWhtbS2QCUHGhi2sgLzhEbkSDh06hHe9613o6ekpUnip1lym8SYOPkxKYkE+n0dnZyfa2tpwxx13ABjzcLG1sd+GT2c1Z/p+mzeQSWboxkA+n/fG+7Jly7yyqYofcQAImDefJ0+eLFJgyt+m9qd9+/Z5zxf1bRqjHR0d1k2vq8WziVwuV3ToHIvFcM8994TaeAU5LHjppZfQ2trqK6vkcnV1deH48eMFil957JrCw5w8ebKoTmQFgHq9akGoO5QIGgNWPMM2f+tClZn69YIFC6y5AMT7XPKKmNZSaq6LZDKJY8eOaa20W1paiqxXhbXwJZdc4jsP7N27V/u35uZmPPXUU8YDAZM8M1klmxDjvqWlxerNEYvFjPVpyo9jsqBX3y///NBDD+Gcc87xvOOCHjjo0M2zKjoFqEAowILMZ0899VTR77LZLF599VXfe00H06bcSSYDjdHRUe36y5RXRfXqFUYgAAJ7VqplkedC2zpXvscmjw4fPmycPxoaGqz7CVneDA4OGnOPCG+zsOtXEY7O75AzTJ6IXC5n9TzR8Z3vfEdrOCLj59UW5lrb3Ox3WAwg9D5Lx8KFC/Ef//EfTutDl7nONPZMxhQCde4Bio141NChujWPH+q3+elM5BCKpsM41ZDpc5/7XNE1sVgMra2tuOyyywAUGx0B0CZUFXXX0NBgXBvJ+yebFb34VlUxrwubI3+/aT3d1dVVYLBEygeV84TUKX5u7GKz67pBP/vss7WbQvl9JqvoVCpVFB5AoFO6XH755Th8+LBWMW9LnmRCbHwOHTqEyy+/3CuL+IaDBw8a60BVzHd2dhq/xbQxkt1WVcSmQGyuREgN08LMpnCRFzm6WK2JRMK7zvZsk7Iym836ht0wlVuXgM6EbDlqc4kLshGVNxuuIQhMCsVHHnnE+t6zzz4b+/btK7LuTqfTBZs2sbCT2162rFUX335J2lSro6VLlxZZV6uKCLksV199NZ544gnPSgo4ZfGRSqUQi8W07q+yMlRXL6lUKpDSFTD3I9VqUj5c0sm4bdu2eWXUxY+WMSlb1qxZg8svv7woqZ66kQjqrtvf3+8re8Wm/13vepenbPSz/hF1JWTBjBkzsHPnzqK6E5aossJLTTInIw4+dBuA2bNn44c//GHB7wYGBrBo0SKcddZZvtbqwrPIZrnrEr8dsFtp6mRGPB7X5iAQPPzww3j00UcLNjZC8SP6nvi/7vAym81avRxkq8+mpqai0Fu2PrJ06VIM/1/yONN8YFKk5fN55/lfN6fJyW+DEOSwQFbwivJef/31eOSRR7TlzufzWL9+PRKJBFauXKkNe2HyplM3pmrYBBW/AyUXhbcJ09zW1dWlfY6pXwt5p8pYWSabrAx11namQ0lVFppCtOnmL2Et3Nvb63voZlIENDU14dOf/jSAsVAafuF6hCKpsbExsDJbVoiYDEvEdeL/Ym2lywsj2lINR+IS211dt4m2DmO1DQBz5szBl770JQBjdRQmN4pfmXWY2vXKK6/UepGakOsDKPYYBMxjZWRkBM3Nzd4+50c/+pE356rovHpFYsnrrrvON4TPvHnzPI/Z/8/e1wbXdVVnP/feQqHIMsiXfHgsXhewiJw4KsSSW1DAtpxaH6WVpTBTW1Jn4i9SYvljSse15E7qDpbRNIw/ZKia2MkPXdnMFNsCKtlp49jFAia2aBABO8gNiCgTIL0VWHILNLnnvj/UdbzOPmvts48cwZs3emYykaV7z9lnn/2x9lrPepYJ8zzjaufa1iPtGrQO2IpaL1261CeW2IIOFDyL65hfsmQJmpubA2uNtqa6SIto8DwP9957Ly5cuOD0+YGBgcj9MZ/PB4qH21BZWYn3vOc9kWcoys6RpG1swWJJNieZTGLv3r1ob293JiVwkD0YdV5y1TvXyCq28zshKoDJx782x83+sZ01JXJWIpHwr0u+ijjjUTtDk9a9ZitoGZ+876Lepbk2mvWqJMd7T0+PX4NQy4bRMGfOHD+gcDMZhbMII5Gfbuh3FrP4DSKbzeKBBx4AMJX282ZbELLZbKjQlWZkdHZ24rnnngukoEowU5RMqROpsBYxV++5555A+p30PkZGRnDp0iUsWrQIra2t6mZnGra2Qy+1kRvZ5uej9NL4fTOZjOqYJzz88MOx0q5TqRT6+/vVyLSE7u5uLFy40GcU8jYODAyIzBKeMWArgtbZ2enLj4yOjuLBBx90fhZqg8TE7enpUZ1pHJs3b0ZDQwMAtw09bn9TnQTz+ibrI5vNhvqXQ3LwEPg7JWjXo89qh3azXSMjI6JxamaEXLlyxVq4VAK9J7NoIv+b9A63bdvmM9T+8R//MVCnoaqqCp2dnZH35s85HWYU4KZ1bL4Xsw3m3JBkG6T1RvsujU0zUDMyMuKzrW3gOseSprDLs2r3kgKdtIa4rvFmO01s3rwZH/rQh8R1hD+bJO9lHk7M9cA297u7u9VaC5recNRaZ44faS5qBdtcWVutra347ne/65QxFnVtl3WXGPDf+c53nOsd0LVtc8kGl3lmQ3d3t1P9A1sbo/Zackrs3bvXeo8vfOELfnDSXO+19cC1z7TxPsgqZgAAIABJREFUrV0nKhigFU4fGhpSx37coAJB2u/i6o6bjhMXzWgpMzLKkRTXkcz7n/cpOaWWLFkijs3t27eHMkTMd2lKtgEQdYBNmOudZie4PFtU0fNfF1xYqRrq6ur8QJA0hvkYkBx0NjuZMkhdC4MSmpubsWTJktAZyiRhSFr6LmeDqPXFJIckEgm0t7f7dmbUenX27NnINdcloCS1u6urC1evXsWiRYvE9ZSgrVVcajSKxCLh/vvvx5e+9KXIz0mZ1NzG27Vr103PG7LBAOCxxx7DyZMnp52FAUytDVeuXInMeJTAn087LwH6+b+trS0yGztqveaw7VXmGd1c57du3YqCgoJQEKG2ttb3TfDnzGQy4hzfvXs3RkdHRZ8JEWco6346gUogPPcOHDggtqW5uRnbt2+39ov0HTOzu7y8XAzE0r7iMvclSGtrXFvijY6Z8EfOMudnMYs3GLRihhIzLZWaKiZWVVUVklgwYUpLuBSMXbNmDR5//HGfvUr3tBnKUSB2Bt8Ezec3DV4OM3rsmgLoeR7GxsZC8jOmwXLmzJnIaxFMuROXPuAsZSnVVnNs0meJWaUxYLiGn1ZAVipqBNg150tKSkLsPVOqgTQtJfaMpDMet7+BqcJHhw4dCji/eR0AMuLuuOMOq9OLWNiuBXS01ORc7oa2pcS0MxmJRUVFWLdunZhOzT/30EMPxTYKc7mcWjSR/iYVtCwoKFAPsufPn4/U3AWCzEuuK+riiCZESXXw9+Ja2NF0CJnvhqBlsvDUdz4/XGsv8IKAhw4dcl4nq6urAUwdZnhhMvPa0j4xOjoaWEcoq8J2X+3Qd/ToUfzO7/yOyNrbsGEDli5dKuprd3R0+H2sHeZsc//KlSsh5zy9c86OpLWU71Ea+PjRgrqeF5aAcy1El8vlIjV5TdhYxqTtHfXeLl68iFOnTjnf05Zt5AJtnt1xxx2+rrqLZFEUm5TWVqnWRRQLz/M8sWC7CWqraddEZbZFwba3adexafZKhdBpHbMxc7X1LgrpdLguR9Q8MINchw8fxssvv4xXXnkFy5cvR0lJCQoKCqyOWmqvVghdYkPaYNqZ3GbjjnlgqlgjyZpI/SnNbXNNkYIrkg4wh8Q8jdKxTyQSqKioCDlkcrmck2N+yZIl+N73vjejDnzP83wt+H379gEAiouLcenSpchghVk3y2TTT05OBuou8X1237596OjoEMcpJ3fY2NKmE5dnsRDI5uG1b4hUYY4BM2tMyqw0Wb/mOkDa9dTmfD4fmNtRDGkzM04CnyeuYyOXy4VqlUmOUxsjuq2tLZDp09raGrC9bEilUnjnO9/p1Fb6vNRHc+fOfV3mg+d5GB4exnPPPYdTp045O9Q1sgWNk+k4+Gl9orV0dHQUp0+fDow77fzveR727t0b2jvMIsK8rleUA9e2V3meF5B+ra+vD0h4dnV1+XXZzIzHXbt24aWXXnIK2lLbtcw9Ottqn3EBt108zxOJE7zOkdQv2ng4duxYYCx4nic65imbiPY5DTafgLS23kwx4VlMYZY5HxO5XA4vvvgirl69in//93/H1atXMTo6itdeew0AcNddd/lGxkzh1VdfxYULF/C1r30NL774In7+85+joKAAt956K/7gD/4AVVVVmDt37v8T152ptr5ZmfNxnNyak3w66bDaJmBz4lJUWGJsxIXEPo5Cd3c3ADhHm03JEB6giGJMaeAsVdfI97Zt29DS0hIrUk7g/e4SCddYwwBCDByu+20r2GkypCWZF4lpYX5uw4YN+NnPfubEdpFAzivtILpx40Y88cQTobFkzhstS4XeK6G7u1uUzUilUujo6BDfhcmGc00d1cZGFJODs2RcWODFxcUiyz7qOQi2cSI9cyqVwnve8x788Ic/FO9D71Rj39IzcD3vKJa2lj3S2dmJsrIyK3tIY1Fr66ILOCPQBr5eaYxVaTzEyXLhSKVSWL58eSBrgqDJxtC9NGcLBcCksajNGf4ZzjySWFTNzc2x9jzb/ODPSmxP7iww17CbhUvh4FQq5fd7HMZyFGpra7F161YACDiLuCOIMuG4jJwJmv8XL15EX1+fE5OZ9j9AZ78SpOKCfN22MZK5TRF3fGh2TRzmfBSbPW7WgnY9WpujbEdbJooNtrpHUeBjnNsGLqxwcqK67o2ceUsZSsAN9rq5T2UyGdHZHpftHbXnStkkcdiIWnZPJpNBUVFR6J5R68rmzZv9QEk2m/WlXGxSe7y4dXl5OS5duhRrveHvZteuXbh+/XrsICZgz3Y00dnZKWYP8ixX23re2Njor2mujFFXW9L8DrdBJCZ+VIYMze0ou92WSWpi9+7d05ZWksADuPz5ouaCyzrvGjwn8OziqGyp6WC6jOtkMok777wTzz33XOh607U7XM7WUTZtZ2enrz0eJbfL7+kiFyeR9KLWVMm+vVm7/PWGS30CkiCTbFyNKBcn48dl3EgZCVGYri3xRsVM+CNnnfMx8M1vfhOf+9zn8Ktf/Ur9zEw758fGxvDII4/gBz/4gfqZd77zndi2bVusyTET152ptgJvTud8XMNAc4SeOnUqMpVbwrJly3zdQpdNgBbo6TiZJUjGtAaeNlhTUxO5AbkaSza9bM3pwJk4Ue9v48aNfmX2oaEhVSPZBm6Iu4wXrrfNMwQ0x4PJuNUcyEC0FAg5fqaTnu2CKH1b7uhNJBKoqqrC+vXrQ84mKV1427ZtPqtBc8wDU++8tbU10pEjHbJtKafSu924cSNuu+029dCkOb4kQ0/LXDFhk2BwCcwANw6gUWNh48aNPhNbY5ZJB3vbAVjrS+lQyPtnuqnvVVVVeNe73jXtoFMcSCnarhIv2qFY2z80rdeoOahJi7is91FrnRaAk8AZ+4888oiT7Awf06/nwb2trQ133nln7ABKVFulFG1tfmuBnV27duHZZ58NMFerqqrwiU98IuTMiEsGaGxs9OcZQZPDkvZi1yC+5MjPZDKBVHCtb/jB82Y0523OML5Ou8IlWEDOOZtTkj53MxqyfD13YUFL7XCV+ZCcdZrDxia7yHHx4kU89NBD6tygdg4PD1sDiJzUoAWBzXnJHesu74DGrpZpZzq6bM+kjV/JNuEFo4EbttzNrlk340SLIy8WJTVoW8v5+SLOPNHOQo2Njbjvvvus17HNB3qe8fFx1Ya01UKwtU0jCzQ0NKC4uFjVTY8iDtjAA2hRaxVgX0vJ0e5KZolyHPf09ExLPobDdZzazpvTRVyJJ4IplcJBzvk4crumA1eS+xodHVXl7Wzkux07djjvOTMNafzHea+mDBYQXnPMAF6cIJsNZtDUNdu5oaEBmzdvflP45YCZ8Ucmb/oKbyL813/9l9UxP9PIZrPYvXu37+xOJBK46667cN9996GiogJvfetbAQA///nPsXfvXn+h+01cd6ba+maGlEYNTGnpSaCUUbMCuFY8LgpDQ0Po6elBd3c3+vv70dzcjFQqJX6Wp+FSOlYcmAUR6fuuBjsvhhZVXJEcLK7SN6ShTO3avn07uru7kclkxOfcv38/6urqMDg4iF27dvmfIQOW2rB9+3bcdtttqKurw4MPPjgtxzzvd0pjjer7/fv3o6WlBS+99JLfZ1rKvinP4nlTRbLq6urQ19cXurZNCoSeM45jnvrLFbbrep6H0tJSfywnk0k89dRTaGlpCT0LpQsT8vk8Dhw4gJ6eHmQyGeu7IukC/i7MdNm+vj6xH8y+on6mtF4TTzzxBCorK9UAcWlpqf9zfX09+vv7/flM3+Mp0S6Oea0YX0dHRyi1UlqPAPip3xMTE+o7W7VqFZ544gl/zNA6Rp/P5/O4fv06Dh06FPoujVMJNE/MsZXP5wMSESTDwvtMWgOTyaR1zp0/fx4rV65U/25eq6mpyalArATz/fX09KC+vh4LFy60XnPHjh3o7e1FW1sbNm/e7H8PAO68807xu1oRtqg5qAWKi4uLI9evoaEhDA0NYXh4WNwbjh496rRnLFu2zHc219bWOuvB05geGRkRpeYA4EMf+lDkGkxjL5VKob29HWvWrPFlwuLunRLogEfXov2mt7dXHQd8/BNyuamC06ZO+tmzZwPrE3BDXiTO2r5p06bQ72ltSKfTgTVLura0R0mglHh+j+3bt+P06dPo7OxEZ2cnPv/5z4fWBFNexFxD42itptNptSYFX6fjXM+2x9ABvqysTPwccMPGM/eb6bRl6dKlKCkpwerVq533bZJY4IXTu7u7sW3bNnEe0Lo8MjIS2Q8lJSX+OLLh4Ycfxqc+9anIwnvUl9r8JPuO9u/nn38+9FmJEOJ5HiYmJgLjPpvNYmhoKLR39vX1oa6uDplMBvl8HsuWLUMikQjYZDRGtbowJJ1gG78koWOuFcTg5fu3xrx1hed503buuzo8W1tbA/Jn3d3d6OnpwYIFC/xgh60N69atC0jWuDpjtH33xIkT1vkWJYlJdmJLS4sYTAWCxSBJfoKPJ+lcSMElyqLiOHnyJA4fPuxnqPG9Zdu2bX6/fv7zn7d1ifo8hw4dEscTzT0Ta9asCf0ulZqSdZXOoBQE37BhQ2D/Ne1ZPvf6+vqmLR/DETVOq6qq1D3uZtHb24uBgYHAnqX5FgipVMp3zpvjN5lMoqysLFJu17we30f7+vpQU1ODnTt3YufOnaitrcXg4CCWLl0qrrHJZBKFhYUoLCwUr11eXu5kN1Ggwvb3mwGxzvncaG5ujvVec7kpKURaH6hfTPks+h3Jzd1s2wEEzj90pqyqqoq0S0+ePDlt22EWU5jVnJ8G3vnOd2LRokX+f88++yy+8pWvzPh9H3nkEYyPjwMAbrnlFuzevRu/+7u/6//92rVr+Lu/+zsMDw/jtddeQ2dnJx599FEUFBT82q87U219M4MMDJNF0NDQgFOnTombKxky/ICmac9GRfNzuSlNah7t5hqGvE3cwDG1Ds00WM0JSM9K16NN2mZEcDkDQNcBN1Oc6SDlsmHm83l0dHSIaY9Sf1Df7du3D+vXr/fvkUgkfO1zMlTiZkasWbMmlFor6e4ODAxYU5OpfaQVp401+mzU9wl0GDHfL089djVS7r//fjQ0NISYWbasB9t44QYib4/0LJrxeujQoUgjiOagqRcMTDlDCgsLVWMtmUyqbbvjjjvUe0lzhWs5A2F2JGXFRIEzOYjBbmrO2/T3TS1l3g5p3CUSCXz+858PFJH2PC/Ejvc8L1SMj+P48eOhDA+uUR5VHJIc/Nu3bw+sp2vXrhU157XDNLEb6+rqIgsde56H48ePi8wbl+CJibGxMT8rRGO0pVIpeJ6HpqYm/++PPfYYmpqaMG/ePOfDaVwpFRMTExOBOSNlEh05cgRHjhzx2ZZmu0gf1GwHycEkEgm8+93vxr333gvAvT4JRy6XswYYh4eH0dPTg4GBATVAtHHjRrzvfe8LSQ2YOsSXL192YqJrci+ke8z3rW3btk1LQkICrU+LFy/GpUuXrGvv+vXrQ0XctVoRHPS74eHhWHsUx6lTp9DY2BjKkEqn06iqqkJfX18oYK8FInktjbiQZDjMdToONE16ieFPNRkKCwsxMDBgtVtuVkNWWi+0eXnlyhU89NBDgba2tLSgpqZGlK+gtYoY6gB8x77ElLeNr5GREafi82Q7pNNpsbgqOYz4vk21Fnimnu3aBEkmgvZekyjBdYWld6fVINKc8ryvJD1zrudcX18vOnhTqRQeeOABZ7KJJhXHNcf/7u/+TpRXc0E+nw9pvgM39muuJ621j8bZdO+vQZtvUc5T006k33V1dSGZTOLChQsq2Wbu3LkoLCwUNafz+TxaWlqwdu1atb1dXV3o7+/HvHnzAtrfBQUF/rhysXVMeJ6Hjo6O0DpB9klvby/Ky8tx+fJlMdvTXK+lMyi39yhoo9VKi8N2puwVbb+POseeP38ef/mXf+n7UF5PkA1ontO0NvF+TKfTaG9vD+0lNmm4VEqWTuU2tEbkkWol0N+JtCLt0VL9M+29bdu2Dbfffju+9rWvOY9R2/XIDrXZXdlsVu1vW6aJ635MdsDJkyfx6KOPxn4G7d5PPvkkVq9eHbAz/vmf/xknT54UP8/rSs0iHmad8zFwzz334OjRo7jlllsCv+esjZnC0NAQvve97wEAfuu3fgt//dd/HTLg586di927d6O1tRU/+clPMDk5iZMnT+LP/uzPfq3Xnam2vtmhFfShjUjaHE1DX3OaNTc3RxaMNa8FhJ0HWtqw5Jikn6WK6ZoDXHJ+kz75PffcE7q35mTu6enB2NgYLl68iIMHD4Y2w1QqhaVLl4pFVBKJBIqLi0WdXXpOrYgoL0pIRiylUEY5RzWHy6ZNm9TDZhwdZG6sL1y4UBxrxcXF6qYuOV6p3WZR2LhGCQCsXLkyZHSlUlO1ASjFmCOZTIb0XE3DSet381kWLlwoPreLg5SK7pADO44ub319fcjwobZpY5vGgVQUeHBwEPX19WoBzqhDA09XtEk6aP3l4niQnN1R2owECvi5jE9e7M+VZcId/ObBjfTT6fpaCij1wZ49e/B7v/d71oCA9izr1q0TC0hF4eLFi6iqqrIGLVtbW0POWnLExAEvFklwlQ8zM4DS6TSuXbumft62Z/E1gEs+mGn+WtEzardtnkcFtc+fP4/jx4+rn3n00UdDsgp8TefjzaXvaD6b+4LkSG5ubkY+n7/pVH3+vFF2BD1nY2OjqleuyWyYMh1m6rVLEN/zpor6So5JiaWaTCbR09OjautPF1HrdByYQU7OLpVYs/39/XjppZcigz3avm67v+lYlMbVypUrcfbs2YDsWVRx7tWrV+PQoUOhd0vrEzE7+XjQarpI4+vSpUvWZ6R2ku1ATFradzZs2ID3v//9eOGFF0JOkVwuh/nz52PLli3qXKM+4I4r893R2uziXOHvbmJiQvzMnDlzxN+bfaWtjzwgJzl4t2zZgtLSUifnvOQsl95TZ2cn/uEf/iGy1oYEXiSdHEjcJo3qU2LNT0f6SWJ8m5DmW5TzVJLX8zzPWnibmONRzstcLodjx46peyCdG8xi1Nwxt2fPHtTV1VmloiTQZzlRa/HixYHisrxdFIwnuSUp0K3JctB5rLq62n+/cQpLm9dasmSJ+M6SyWSgnpnUrzQGfl0wfQu2MzURvqjeTFFRkSodG0UMANyIPFJxd/PsZe7Rpm9CktuiQF1/fz/mzp0bcs5L5I5UKoWuri58+9vfDmVmEpGIAuw2u4ufc/i1169fH/AT2PrFhnQ6jYaGBhw5ckQ8h5kBkxUrVuDpp58OZDqY39u/fz8OHToUWI9t7HhOaJpFPMw652PgXe9612/s3qa+p8asedvb3oampiZ87nOfAzAlqdDU1KSmoMzEdWeqrbPQmVH0e649KbHRCgsLRWOAnErcoSJp02lMNhfj1Pwc/SyxxygdUXLym5u053l4/PHH0djYKLLaJCezjYFImzwAMe2c2CSS1inJMy1atMj58DQ8POzPkyj2QpTDxdSeMxkJNnBjnRylVLW+rKwMg4ODobRZs43mXJcML83g4QGTEydOhK7f2trq9zkZh4sWLUJra6v4jJ7nYf78+QGGplnYFtADOPxZ0uk0tm7dKmqZR+mj5vN57Ny5M/AOXQvrLFu2DF/+8pdDjqLCwkIMDg6G+pYznEymG7FRFi9eHDrwd3R0YGBgANXV1Vb2yJe//GVs3rxZdBqYjA5yIJvOl9HRUYyPj2NsbMzqeKCA4djYGF566SWn+USHCunQzhmpmUwGBw8e9P/mOkf4ock8uJHjnkAsXGn9oT669957rXNeK2QW11FO6Ovrw6ZNm7BQyWjJZDIYGxub1rU5kskk5syZIzrGP/zhD4ecBlLgcTpsm8bGRpw6dSqwZ9HB0NQzNceejeUWt6CcCY29xEFzaHJyMsQyk9YMrSYEP6BKfSg5lUjf3HQaTrfQnG2ednR0+MXjzL0rak0xP5PP55FIJPzizTyIHxWUNtl5BImlSlIjrxdsjGTeLmpPlANQK5yrOVXJ7nAN9mg2vHR/KVArrXFPPfUUkskkGhoaUFFR4Rff1trKSQPau+UOG3P8SOOro6MDixcv9udLeXm5+Hz79u3zHRY0ziTnHWXxaOsEOZ61cUnZX9ls1tep167l4iykd0fvxwRJUpiQ+urYsWPqXpXL5dRMmdLSUnEMmLrklZWV+OhHP+q/L8nW5fPmk5/8JFasWCEWw+UZpVGI43Qlu2S6tSZsNj6/hznfpHMMz6AYGxsTr+ty/nD5nO3vWraS53l45JFH8OlPfxrAlNSFNO53796NBQsWqDW2OFHL87yAY57+bt537ty56ll17ty5av/z81hUtgJwI1PbzNikeSWR5jzPw5kzZ/zMHs1xPDQ0hPvvvz9yvMTFyy+/LP6+vr4ek5OTPmHl6NGjeMc73hGqB2iO/fr6evG9bt68GQ0NDVYHNaATeeicQ7BJXgLyHs3vqREYo8hOkhOb7Fcz4z6fz/vnVK2OIicF8XMOERtHR0etznm639DQUMgukEgdbW1todpftHaY2WVafR+zv3h2ZNTaIWUszyIas875NwB+8YtfBDTZV61aZf38Rz7yEXzhC1/AL37xC0xOTuK73/2uaIDNxHVnqq2zuAFtk0unp3RTyagnA+/AgQOBYlEm+O9sDPe4i6srs0RzoGvfkTZpWzSZMyaAKS1jm5PZ5SBuHvziMNRNtLW1+Yc2cyOkQnuUlQDA3/TN/pWYTi7OTDIyuJOZO0pdnVOkXQjccApJBg85UB9//PHA+y4pKUFRURHa2trE60vOqyiHrVlISHOiuow/YpiSYeUiYQIg5Czo6OhwMraTySQmJyd9pjs/SFH7JecqpZkvWLBANKykQ7TneXjsscd8fXwN3DktXXt0dDRUtJGcLy+//LKzg5PSlrUCVBpWrFiBxx9/XP3O4OAgKisrA475uCgsLLQ6kcjxSJCyi3gWhXbopnldUFDgHMwBgKamJnzxi19UnShPPvkkysvLQ47XZDKJoqIiP+vNBclkEvv27cPLL78ckmuggFRrayuy2SyOHz/uj8+amhqfOWYLPHKUlZVZncXJZBILFizw/20ykV1Z8ibImczfQyKRQEVFhZpZZd7fFblcLiCRYVsztOufOHFCLS6oOZWy2awoV0TOb+1+iUQC69atU8ebCQq6S9DmFN/XNce56Yypr6/H/PnzQ44cE7lcDidPngxICrkEa28GLoxkChaZRAutmLZWK0RzqrrK/7gEyjSnN9lGkiwBwfM8P2BI95CcuJw0UF1d7Rw04uNHGzs8g6KkpARVVVUByZS6ujrcd999gecdGhrCtWvXxDlp61MXRzCxDY8fP+7XiXBdq+6991584xvfCIwZQJbrorXZtNkAfZ7ZikIuWrQoMpNPytajjIcLFy7gwoULvoRNfX19oE3a2sUJRVzWsrGxEZcuXcL169d9W1NihLrKlWj2nhRENMFtdW0ucEiZM+Y5hggzUhaRC5Hh9ciSAqZsLi2j9qmnnvLnksas5v0mOefJ0Z1Op52zBQsLC0NEJZ5VZJtTdB5bvHhx5H0oC6+goEDNfpozZ07oHJLLBSVipWzFI0eO4B3veIeaKRz1/latWiXWzjl8+DBqampCzlj6Gye9HThwwCejAfJaL0maAMD73vc+Z9Jea2triBjgeV6ABBf13qL2aInYZ37PzJavrq72JdVGBWlFKXPath6YpCB+HuVZebbn5AEqvg5ypz8/R1RWVuL06dP+usHPYWZ2GfctRakAuNaKs/lmZqFj1jn/BsCVK1fw6quvAphimy9atMj6+be85S34wAc+gG9/+9sAgO985zvigWgmrjtTbZ2FO3gavBS1N+F5XmDx5AfhhQsXqhFgG2xOAMkBo2UEEKJ0qaM2ZtNhGMUEoWvZNklyxgHxGOrSdfbu3StKa5w/fx533XVXiH1K2s/coWemgx87dsz6rJRCR6xym86dTcsbmDpA9/X14cSJE4H3LR3MKdOhtbUVt99+OyYnJzFnzhz/HdsOLabzKg7riV+DM/EobTLKOQggYKhxo5/0ZF2YSj/+8Y8jxyA5Hz7zmc+EfgdEy2h0dHSgra1NnCevvPKK+D1iHNtgmxupVErUwe3r60NjY6OYSmxD1Hwya1fwgI8EYqTezFwF4DNNpLWBDnbmwTqdToccxPS5qLFnM5Il3H333bj77rsxOTkpBgz3798vjj9yCh07dsypH+gZKBhB7HT+nnO5HA4ePBhgk+ZyuQBzjD9zlAFve2/r168PHS61TJHe3l4nBwZ3JnPniJbdQ/2gFYeNgtQmuo6rk+7EiROhdRjQmelR+vC2YAg5Jz7ykY9Ern82ZyDglsEUZ++vqKgIaR1LTl3KauBOwThkgTjQGMlRdVlsB/6oPZOcqtzRT8XEbWMqkUgEsjBssjWSI5ens0cd9Mn+lOQV6DP0/zja1VxSjrMwzbZS3w4ODuL8+fP+82/cuBGf/OQn/c+6ytG9HiBbx5Tms6G0tBTt7e2B96TJJdbX14ecNDyILM2z5uZmLFmyJORsBG7I/WjzprKyMpCJCUzVjTh27JhVbxqwZ9XU19fjpz/9qW/HdnV14erVq4HgLw94S/vw6OiomDm1Y8cOlJeXB/YpFxlEDtNpRvUetP1cy+gBwucY+jwQzCIiAtKvY5w+9dRTOHfuHMrLy8VgtW3PXrt2rZXIA8Bfq4aGhiL9CYQTJ074hBYpA9yWIcoD4jbw2gO27Cet/hOXupTqRwFAV1cXBgYG/PogNAZbW1sxPDyMyclJAGFyUCqVwqc//Wncd999YmDAJNHYCAuHDh3C/Pnz1cwmGncm0UPLyOHBJfJTcGIAv5a579mypj784Q+LfchBha15QGvFihU4ceKEv35wDAwM4KMf/ahfVDgq2E+Q1oORkRGxtg99Frjhc9FY/tJ3Ozo68MMf/jAQuMrlguQGO0WUAAAgAElEQVQ67n8x7XNpreVjTZOS01QHzL+9nsSGNxNmnfNvALz00kv+z//n//wfJ9mX973vfb7DW0tTn4nrzlRbZxENMwrukrIMhA0F07G+fv16FBQUoLy83ElzlQq8mPqDUro+d2JpGQGSo988wGkFi4CpTZG3x9YnXE8U0Au8AkFG181C0y6XnNHmIUJznnuehw996EP4t3/7t9B16cAS5XTn19KcWRRU0DZ8ibFATjt6diBY2V7r05stMkntNeV76OCmBaJsGtBk5Lk6fG3FFxOJhF/gWZIDcoXnefjMZz4TYlPdfffdKvtIesc2uRHpID4xMSEeXG3Ov+mCdEXpvUSlg1JbAPs4InbS6dOnRbYhZwKaBrTmRLM5RungL409Pu40I5nD1JHVoD378ePHQ38zD7d8vgAIpNc+99xz4uFNGhPEHCMmqi0oBtj1ehsbG7F06dIQ8y6Xm9J7l9q0cOFC/PCHP1SvKTllbYXPgKm+kupfcCxbtsx38Eh9a2aXUIDA9cBG4GMRgBgwiMOA4s9IaxSxXgH7+tTQ0IDi4uKQM9Dc/6Oc4lqmienwp3nT2tqKpqYmXx+XFw80wR0qrsHauNAc2VJgXnpXJssf0GUBCORUpYzKK1eu+O+Bxp8mETM2NoaJiQlcuXIlQBAgdrLt/seOHcOSJUv8tmoHfdP+5H1/7do10RFswswA5H1KGTw2G5EC9mYGApdLlGoRTAd8T42SYMnlcigtLUV/f78fFLTJtdxyyy0hO1pyeiaTycB1crkpggjf67kuNp+LkrOR9sWlS5c6FSTm15ZA74MIFLasmjNnzgT2fTOAQzY01XbiQVYihrztbW8LtSGVSmH16tXTCiISTKYsrcn9/f2qhBJ/NpsNoRGt5s6dG6rNNNPI5XK4ePFiLDs4kUigtrbW/7cUmNu6dSsKCgpQV1fnj50lS5bgueees16b289mJhHVGIh6HkAPXpp7ky2Tcu7cuWIhaJ5ZePvtt6uECSrCye3DdDqNyclJa+0Vba4CwNe+9jV88YtfDJzHNDIXl+WUMnkk6RcpmG1ml9P7Ne0dTX+f5i6AAGmJcOHCBdTV1UVKTNH8f/jhh/HMM8+I2QXSs7tkohNMaSp6du2zUhH0TCbjZJtRlrEGbgdGZSeadbSIfOFSXJcCmQMDA6K08iziYdY5/wYAd3ibxWg1vPvd7xa/P9PXnam22jATFc3/X15MpHQ9fniKk7YvGQomA5sbvnV1ddizZ4/1msPDw6KRIaXrR1Xy1lKm9+3bh56eHn8j4HIefGOWsgcI3Gm5Zs0alJaWYs6cOYGIP9fy5+m8pgzMTMHVGa05z03HfCKR8J2a0nuygWvFE1N5fHxc1JI0DxeSFJGkFXnw4EHU1taKrBZXeZ0ohqlNvieqACFnmJkH+dcLb3/72286AEHgBxPP8/Dss8+qnyUtQtMJU11d7Zztks1mReO9vLzc+l7a29vx05/+1KloHF2TO334M0Sxd4uLi7FmzZrAuE0kEti2bZuv4ToxMYGmpiaroWlLWTYP1ppRTMa3NPaigpKp1FRxNPOgaju8R0F6P2YQhJ5LSqONw7ovLCwMSK7ZpDsAuzbppk2b/OvyZ0gkEuqYsjnmk8kkurq6kEwmfach7UW2fnVZB5555hkkEgk0NjaioqICxcXFAWbm1atXA+vf8uXLMTo6im9+85ux32kuF5RHkRD3mvl8PjB3XJ755MmTgXdjBg5obLk4xflnuKOZxg/XzaXfNTU1AZhiztmyUPjc1cgCNwONHeq6f0gs/3RarocCyAEmcgLQfZPJpLjnauQDkjt48cUXcf/992NiYkIsXO55XqDWipRJZ9qf/HPafiI9I7GlqUChlMFj00wnEpHNcRGVoeCKhoYGbNq0KTDGS0tLRTuVnL4mY9rMCCFwKQ46J3zrW98KybisW7cuRPIwC6XasptMZw0vYmvOG8mGj8p+MAkU69evFz/neVMa/VEw9+TBwcFIGcotW7aI898liAhMPbfUNmqLDZLuvMv44zrdfJ381re+ZS2eywNGGmieffGLX8SFCxdECbQ40Gp3mdcxx87ly5fxhS98AVevXsWiRYvE+jW2Pc2VsFZcXBwpOUgoLCwUiS0mCej2228PrUs2sg5wowinSYqQpMyamppQV1cXINHV19eHsvwkO83zPDQ2NqoZgRTkkhzxtoKvwA3Cnpkh40IOMwNfZDNobXSRmBocHBSzPGzX1fYPySaVinpr82PFihWBzCgewGtra4tFyLC1n96NFKhduHChGPzjfhXK3tBqJHznO9/xA++UVTKrNT99zDrn3wCg1CUAeOc73+n0HV689vr167+2685UW234i7/4i9jficJXv/rV1/2arwe0wl8cUQcRDpNVELVZ9vf3o6mpKTLVWYLUTi0VlKAxzXbu3BlKoTI3ZpszJZVKBQ4emuQEwdTZ1JjurtDeHYfGLNDAneeaTnA+n1eLJRE2b96Mt7/97YFgCr8W3cPGUnaRI9CeQTu4SdrPEnigwmTSaY5/QE/xkxjPUbrxFPCZN2+eUzFI/vwag8VkscfJfHC9NxXxpHfPi9PZxsz4+Li/Dpgpw9XV1T6TSzM0f/SjH6GystLJOW9jY6xZs0Y9XCSTSaxYsQJNTU2BedHY2OhrHpsOcbMosnlPLWXZlFDQHMtRa5dksJtGMsfNBonMNnJZFw6JEXjw4EHn+0van5rDljt9pOJWbW1tYjaHq5awBM/z/EM/jTephsN0kc/nffkZcpbRAcms+3D27NmABraJKMeKzTEvYceOHfA8T5XSmG6RWMnxqemqR9kS9HfuaM7lciFGnbSmp9NpseYCMPMp2JLM23RgSl+Y9VA4642ee2RkBCdPnhTtqY9//ON4//vfH/g+YNekP3nypO+QTyaTamCUCBU8k46Yy1Ep9pIj1GR0V1dXo7W1NTCGpLlqyvsQ6Ds2RjgAVRbHBPX9+Pi4mEVTUVERcmBzEog5H4Bw8fHTp0+L9x4bG0NJSUmk/E5tbW3kupDLBXWxCdlsFgsWLAhIInZ1daGgoEAMrE4nqGEGCo4ePSp+7urVq87rO70/yVEoobS0VP2bSxBxdHRUJQUtXLgQ4+PjVjKBqTuv2dD8d54X1Onm7VqxYgUGBgZCZxkiJlBdGO1dbdmyBe9973vx9a9/Pfb6T2uteS4x93x+XiOyjkT8SSaTfsCVy5S4EHiSyWSIWGXuobwfub1lBqqAG2dyMwBGbaX/d3V1RZ4bbGd6TiLSyHe9vb04fvy4X7crzj5DJIcFCxaEzn68HZTJwwmClPmoZR5nMhk108NmT2i2vqanT23U/Ao3I0tm7h88s0OqeUGIWv+efvppcYwPDw+rBKC4MDN+zcDkmTNnVLIhP3vYaiRwG9XzwrXdZhEPs875NwB++ctf+j+/9a1vdfoO/xz//kxfd6baOgt74S8TUVFwDTb5EsKlS5f8AwA52ziT68c//rH4PdvBR3Py25y6mvEQxXQi6RoeYLBJTnzlK18R+1liSmzduhXz58/32ZBk0JmZDVRwyHRQUT8STGepDabzXAJn5GgFFt/+9rejpaUF8+fPDxkFLkEJUxoImDpk8+eIK0/DnYSkXcrTOs02kvZmWVkZTp8+7d/39OnT1ntzVhOl1UtOJR6ENBHl3IoCzV3OTqVxYRYW5Uz3m0U+n/dTfvkByZaVYva/JKVy5swZtLa2+vJGpnMcmGLyfPjDH1aDEh/84Afx7W9/G54n10aIkhiiZ5IMeipIKK0DUVkVkrONjHjTSI+aN2SQV1VVWdNPly5datUSNp87ihHHkc/n/fWWntkMXFJQSPquq+NWS0s3Hbamk1Eqiqdlc7hKYmhtNgMnPT091gDjdJ3WfI7FKVQLBNcFGxtc+p62BpJ8HTHhzL1LYuK5ttXc66J01TW7IJvNOuv6m4d1WiukNYIz3mYKtA6ePHkSX/rSl9TPRY0n87lqamowf/58AOF58fDDD6tBaS5JQu/cde4QyMlis9W4Bn06ncbcuXPVNS4qQ4ukjEwWn22umvI+krPNJpk0MTFh7YNEIoGmpiZ/raJAm2kjFhcXi99Pp9PYvn273z6y06RxrtlQbW1tkc5Jz/MwMTHhFMi8cuVKwOGmObfMAAyHCzEjiqwiPa9LRh4HvT/Nac5BmV02ubWozBrtuVtbW/091fa8WqDKdKyZNg9/F9z2pf389OnTeOyxxwLSL0TySCaTquOztLR02tkjRBySyBO53FSR+t/5nd9RbXlTz1yTwfI8D1evXsX69evF+kNUwNys2SWdx7hT8qWXXlJrqEk2ML0n8zkBe2ZvPp9He3s7nn/+eXVvyOX0OiXA1NghOz7uuzpz5gxKS0uRyWQwNjYWypziTl6JzCLZyNlsVs2oTKVS+JM/+ROxqOzmzZvR0NDgr6Uusl68jSZuVpbM3D/4umAL1EWtf9oeT/WrKisrnRn7EszzuFQfISp7w9yXs9ls5H1tQZJZRGPWOf8GwP/8z//4P//Wb7m9sre85S3+z7/61a9+bdedqbba8LnPfQ5FRUWxv/dGQxzDKJVKoaKiIvYhmlJIpeIohPLycmSz2YCR6HlTGteLFy9GV1dX6DvJZFLVsLRt8HGZZnxj1lK4MplMIO1veHhYPGxE6b3V1NQEdKnz+TwOHz4ccPwT+MGXb+AS62N0dDTAbqFoPGe2aE6SKOe5mX68bdu20Mbc1dWFmpoaVa8wCuvXrxelYahYI38eqQiXCdtYkWQ9gBvamwBCRSK5PqMJU/9PYgSmUinMmTNHbGsymUR5eflNFeOi4rp0MKE0eJ6SbY6Z22+/Hbt27bppFr0taGFjdtu+z420kpISNDU1hd6753l46KGHRIfZxo0b8fjjjwfeoa0tmn6yBh6Q0d6ZGbDjc1iqqUAGL6Vuj46OOjluuUEuOTOjslGkGgFSEFADBWhI6xeAr/dK/WDL1jCzd6Kyg0yYDlspOJROp1FVVeU7boGgDB39PDw87CSJweXRaM5LzDXToaVdj5wlcZ89l5sqVBtnzT18+DAqKioAQNXzNg/pUYc60wlZU1MTKoLtUjzaRE1NTWD/X7t2rVg/hdYKzS6Iy35LJBIBEoD0XeoTiQEcJzvQBroOD3ZEwTXQrkmvkcNKc8ybB/c4cjImaO0AIO5FxKSje2n2mcRQ545Q/j4uXLgg2m7mXDUZmOa1xsfHMTExgcrKSvT09ODSpUu4fv16QDJJ0lsGpljoH/vYx/yAyMjICJ588kmUl5cH7DvqI0nKw3yupUuXWsd5KpUSSRtR6zOhsLAwFPQ4c+aMagva9nyCGYAhmMQMyW6rqKiIlJkwbTCys80gg1QY3jwXuNScIRsuSm5NgyT/QzKBfE8F5ECc5NyqrKwUPytJRO7atSsgY0hO+7a2NvT19QXOLfwc9/TTT4vz8tq1ayguLo5NrOFtOnXqlDiHogrd830VkGWwqK4AobKyEt/4xjdC2b+ZTEaUqDlw4IC475u1KLgtrGV2awWVi4uLsXbtWhw7dkzsw0Qi4bS3kX1l+3tccCetJqNImTxDQ0MoLCxU+8WUdNSelc4uX/7yl0PPfPToUV8aOUqCimC2ke/ZUf6Tu+66C9/97net1zX3D4ItUEfrQFx5Gh4ckt7D9evXI53qkr9jOgE2bmvYgi0cM52F+P87Zp3zbwBwZvlrr73m9J1XX33V//m3f/u3f23Xnam22lBUVPSmiM65MFAAe5quBDL2yIFOjrBkMokPfOADuHLliv/ZZcuW+Zqe0mb593//9ypzStKw1FjrfIPX0qAlrF271poSbTLmM5mMutFEbaQmK0prP0HawE39XK2wKxmeJqsqikXAsXHjxpAMxh133BH6HD9kLV++3CqpIOHxxx/HypUr1cwEep6uri4n5zzJ2UhjRWPgkmEgGSJmAIMfdrg0ALWVMwKj5lZra6tYFFUCyayY/cudafl8HqdOnUJFRYWfOWD2AY0NSXdYchISg0lysEnOPAI/LMYx8EyHS3Nzs3g40ZzqUqBwum2RwI1I23rJA3bmgV2qqQDccG5oa7d50KYD9OHDh8UD9/DwcEBrX1rfTBbP0NCQ86GAtFZp7p49e9YpAMORz+f9rBUATus2ACsr21xXJWfk4sWLfacaOWfMQmkrVqzA008/HXiHJSUlKCkp8ddWz/NCOracXayx1KXAhuuz82uQAzrqO3V1db5jHtD3OwABB5GtACU9p1YYTAoquzprKIOG6jqMjY2p2XS2bDbNeZFMJiOD09pawdmSHR0dfu2ZKLk7V7gEFEz2clQmHAXapb7ixT1tTpx8Pi9q+KbT6ZA82R133IHvf//7VgkCWpskDXrT2ahlHWnOa8CtH4n1TPIMpEVvEiaka9lkJUy9ZUnCwMxQqKurQ09Pj8jI5TaiJKemsd/5OJSyG8lmsc0DCsDxYMx///d/hz5He46WzWXCDMDQs3FiBrGaOS5duuQcDEokEujp6fHfp5RZceutt1oDM5I82tatW/21yczG4GtCnLMmBe6pIHVJSYmY8aa9q8LCwkDQxoX1T5DqCxGJygbK/KNgtekQl2xWV5jXdoEW9KP3UllZifHx8VAAcnBwUL0mt5tp/GtFNZ955hkxAEjvRNrDysrKQuvn4sWL/XGlFeKOw3a3zW+bHe9CHOCOYS5hMzg46AeWNBIDFbC1BWGJdGMrTE7vN+pZqRApl6jlBYTJJr527ZrYjk2bNmH58uUoKipCbW1t6JnIlp2uj4nmL82jOBmWNM6kNW5oaEj8Dl3f9HcQXPxIq1atwtmzZwPtJJktbQ1atmyZv7ZpckSzcMesc/4NAF5JnjPTbeCfkyrRz9R1Z6qtswgfZvgmKzEBAIQ+D8g65PR/zgT3PA/f//73sW/fPpw9exbnzp3DM888g7q6OvWAOjg4qC78xGjiabKSwU8bEv2dnmdyctJqUFAREg5NG9KlUKwNNqkIifFCoI1aSqn+1Kc+ZWUujzJJC0KcrAJJD7CwsFA0Fo4fP47a2lqcO3dOvZ42nsgAJ5kj7R1fvXo1ss1czsbVCWuyAaMMkahaAqbTTZpb/KDuyjr0PA+f+MQnsGHDBpw/fx7vfve7UVhYKB626WAkyV7Q2DB1h4kBRhrWppOttLRU1O8GYC1OB9gNPJt+J7GcpIJ0tn6Sshdc2hKFRCKBtWvX4gc/+IE1HZq3BQg7WDQ2nud5/mFF0mnU7iFlEQBhxpi2vrlIgyWTSaxcuRLnzp0LvCuS5CkoKAilZrvArGtRVVVl1Y2mcTlv3jwx64rA9wXTGak5HEyJKzqIS0zodDotyg1Izh2Jpc6dkwRJugNASLaKo6Kiwqr7CgC7d+8W92BtPHA96xMnTojZQ5IzH5CzF1xYtyYkB6eJ5f9b/FaTE7t06ZL4vR07dmD16tXIZDJioUvaj13WClpvo2rauMIlnX7Hjh247bbbRBm59vZ2nDhxIkCS+OAHP4iamhoA8r7INbttjgBikppsZ6n2wcjICHp7e/1aCSaogGZfXx/6+vrE+5FMCs1BYqprzmt6PlrrXRzzK1asCGUKmYEV7Z3Ygju5XFhvmY+DkZGRkIOwv78f73//+63B5ZGRkcB+m8tFZycRNJ18TSqC/s4Zja6ZKC5zx7R9JWKGFGyP47TN5/O+tj7BJL5EacLb5NEk5zm3weIE6LSMFomZLr1vsyB9a2vrtJnrrkilUpg3b17gXMglc86fP49NmzaF3iMFfum5tfdYW1uL5uZmVYZNak9ZWRmGh4fFcTM8PIyf/OQn4nddJCzT6bRKNqNn0YLItoC4uX5yIpF0rw9+8INiQEWDLfu3ra1NZFYTk1oqmm0il5vKGuBkA3MuS6ACtloRcCn4yOsRcESN81QqFQgEuASqOVnDnMtmJvuuXbtQVVUVuGecTDrJzxBH+pCv1eYap5058vk8du/e7QcTTUSpEZB6gnku2Lt3L+bPn4/3vve94j7w+7//+9izZ8/rkmU4i1nn/BsCXELh5z//udN3fvazn/k/FxQU/NquO1NtncUUTKMTCBfOkz5vagxKkA4mnuehra0tEGnP5XKqXE4+n1fT9qQ0J8ngTyaT+Jd/+RffwONsP5PxbEo4uGhD2grFAgixakzU1taKhb5szwnIhyBq95w5c6zvRromFebq6ekR9QGjvt/T04Ouri7xOckI19IRP/vZz6KsrAzj4+OiZIbnTekeLl68WH3HixYtsrKJTSf7888/r/YPvy5P44sri6Rdk7OJCTbHqIsjlhv4RUVFftDGFtySCj3zd9vS0uJLUJgMMM8LFumxHVC14nTcuak52fL5fIi9Zzq24rCnKIXf1Ajl/W2ylFzw0Y9+FF//+tdDDr2qqip84hOfCMhPaCwhOtyl02kxcwG4cVhZu3Zt6G9cBsb8vQazL20ptYCeVut5Hs6dO4c//dM/DbDGKL15uhrq0lpj042mz9bV1VnXQJIniZsp4XleIFig9ZemH9vV1YVkMulr3NI1pEP5+Pi4L2lRUlKiMus2bdqExsbGUP0F0qRua2uzyi5UVlZagwwA/EAG/ZvPN77Xm1rZWi0D27iTAoNSFgQ56LVno+K3mpyYpDFNUmLaumIecF33A6mNtsC7hkwmE+lQXr16tf+zyeyTAqXPPvss6urq/IyRm4HEdpbmmOd5GBgYwH333Sfaf6WlpZG21eHDh/3/07r6kY98RFxbzf3HpR5DeXm5qJdtjl1JyjAKfL+W3v+lS5fE70n1OXiGivR+bex3zwvKumnZU5JUhLl3RgWOaD0iiYgonXpz7dfGkTS3Sc/ZxWl78eJF0Wlm2jJkr0ja8el0OnQNwF74l8YRl7ej55R+Nh2FHR0d2LdvX0A6VMuUkGpydHV1YcOGDThy5Mi09mYXLF++PCAFKfXBPffcg8bGxgDRyLSXNO36iYkJlJSUiAFuE3y8Xrx4Uf1ceXm5+HtJ4ojDrKkgwQwcmXNIYzXHXV9cZPgIpk1MZ2TKsNWY1Z7n+f1fVlaG+vp61S+QSCT8M6Xr+kuQAtk82JPNZsVzQ5zAk3TmdwlUm2QNDltQjzLtpQL2EqL2wqhnpXXBtOMI6XRarOEA3CBXadm0/Dm/9a1v+esJnbml7O98Po9PfepTqKurE8+3hw8fRk1NTeR8moUbZp3zbwAsWLDA//mVV15x+s5//Md/iN+f6evOVFtnEQbpZNKCqx3Wz5w5E1rA4zheolLFOZLJpM+M0Jx7HFI2QD6fD7TX8zxxA+KMZjIQuQNFg825k0pN6WHa+udjH/uYKGlD35eeUzsEkRFDbAsJUoFVk5FjM5ySyWTIMZjJZHDw4EH1ngDw2GOPiQbEhg0b/EPN4OCg2k+cQS+lr7e2tobqEPB/cyZFNpsVWbVVVVU4f/58YIxpTvTh4WEnXfYo5jeHdlCX5II4+DihIInJdpfeJx3aCdLYIIyNjYnjzZQWoHdpHmLN4nTEijQZMHfccUdICkQL+JChOTw8HJDv4FkYWkaQKYlFkFiehEQigdra2lB/JhIJfP3rXxf7+OzZs9iwYUMo0CE5UrkjwnRQms+uBVZs0lHaOjQdJ6F2HS2d23XNN9+Xa5CU/9u1uO3g4CCuX7/u1C6CqdUPyOwnzZFE49o8jJkHua6urgCDv6qqCn/4h38YGOe8f8y0+0Qigfb2dqssFn1fk1vRDpALFixQr5nP530HbTabFdO/Cdq4y2azfiE57rQyGZSuh29a56gdfG2PkkKxaY0Dco0IV2iBdw1R+qzJZDJQB8alSCeBbAdK/Y9qd1dXF44cOYJ/+7d/C13HZDtfu3ZNfFeUUacFiKMCZ2ZwxvM8XLhwIfQ5yTEprZ8mbA48es7BwUGnPuOw2XU0/xctWiR+11xHzQwVzY584IEHcOTIEeuzmI4Wvp6ZY8mUpgLstnAymURNTY0f4KfsQFPmwjbXtOCk6Zzm33Nx2lIRd/pOX1+fmgUYV5bqe9/7nvXvudwNeTu+95n7YH19vbif8OwYmv/Nzc0oKCgI2fRSTY6jR48GAqvSPi3Z0q41UM6dO+dEFOL7dzab9es00XNK2vV8/RwcHFTHvpkFns1mcerUqdBnE4mE72Stq6sLSUp98pOf9IMIQ0NDofnE62vZ+lIrBEqQWM1xszlds0f4OJbqmBEKCwvVjFNzvgDBsUTjJe76y5HL5fxgGV/nPM8Ta+vQXHCpx2JKWwFTY/CrX/1qZLtMsoYJidwgBVGlAARHlJ+BSHW8yC0f+1euXAnUPJHWLu2cyYmUPHOAX4dsUCnQZxu//f39aG9vD/1+OmeSWeiYdc6/AcAd1j/60Y/8SWbDCy+84P9cXFz8a7vuTLV1FlPQ2NemTACX2JCYO+QEe73ZF/ygvH37dnz4wx/G008/jZUrVwb0cQlx2N8m6PD6rW99yzf0tUMIh7bx0Mal6UfTPScnJ8V+4zrLcYrR0O+l99He3o57771XZP5zw0lzsNXW1uLJJ58MyBJUVlaKY8IEtcXsqyeeeAK33XYbKisrsW/fPusYIpZXf3+/mL7O6xBIWp+2wksAcPfdd2PDhg2i05YjnU6jrKwM69atCxXbNQsVSkU0ifXEDTGJqUWQxlgymcThw4d9Z2E6nQ4FSXifjI2NicEEs7+5ZrCpFW2Tg+HQii+aBzBN737UQQs1lUrhypUr+PM///PAIYBrFfKiaaP/W4fBNFBNZobGgly1ahXOnTuH/v5+VdNSw6VLl1BSUhJg35nfl9Jwa2pqMH/+fLzwwgt49NFHA3+TGFjEmNNADltpzXd1EtJ7mymm3datW62HRBdIB0kTlI1j09DWQHqZgD7WtX3BJmtC40OStCAWODD1HumAT+PJfCeJRMLXz5WKAe/bt0/MVqJ2TU5OigUiqQig7WCdywWZypomrhToMIOLfI5GpbPbIMmJkb1A8jjSu393ZgEAACAASURBVImStAD0GhFmv7tm52mIWhc9L1iElrf92rVrIZkbE9SPtndL7a6oqMB73/veUDFKvpZESZzkclPSQiZrkwcYbG1xCc5ojsko59WyZcusRUVTqZRfxFBrg4tUJIH3FX3PBWvXrrXaNIlEwl+TxsfHVXkazvA29+nh4WHMmTPHqrmvBeJorZkzZ05gjlFGVT6f92sXRc01idlv1rVqbW0NOJ1cslu4IyibzaKjoyOwVvG9gtsr5JDkNjUPsJhFRTVwEoIm/6JlF5vX6erqQnV1tZgVLY11TSKDiuHec889/rvg2Wk8kKJJUtL1tXmqrYFaYJtsMHP91PY/ysiVri+1p6mpyf/snj170NTUhEuXLmHRokWBbDf6jOmc97wb9bXa29tDDlgpS9MF0riPqt/FgwAakSiZTAac0ho5iNYm6VkAhOYLIMuTmv/m629U8Jgz701I2bUA/DXn0KFDkXJsly5d8usN9vX1RdZSIETZzlr9j7iZdFF+hsuXLwfOaqZ9yINdZN/wjB3XIDPPHOB2EhAeB/y8vmvXLrVP/+M//sMaeJvFzWPWOf8GQGlpKd7ylrfg1VdfxS9/+UtcvXrVysx89dVX8f3vf9//99133/1ru+5MtXUWdvY1Nyi5EV1aWqoeQltbWyM3QUIc5gU5BL75zW/6xsiXvvQl1NXVYc+ePf7n4rC/pfYAEPW5TX1cE6bhZDr0Nc1wuqe2Yc2dO1dlNNoi0YlEQjRUt23bhnvvvRejo6OBLAnJGam9Q87w50w7V8ZgPp8PSWLw67i8LzJggLAhl8vdqEMgsWfpu1r/7d+/X3XacphO64aGhkAKKD/EUEqoZJySIa8xtWi8aenmPEClBc6oT8rKyiLnpud5gUOqySiV2KdRWR0aI0Q6gEW9HwKtN2YqZD6fDzhU+GF14cKFooFqFtKTDNREIuEX/qT7mPe14ZZbbgkE2KTDIe97aktUYMRkYEUxTT3Pw4IFCyLZwCbMInJxGFxxUVpaqh4SXdon6byT3IXJqtXWLZtjjstAAGGpAU0iIkrKiEOTtCBwdjogS53wvUs6VFdVVakyGBQok/rH86KLAJpMZUpxbmhoCGjjk0Y57ZVScJH3J3c4UXYbd+zaCALJZDJQb+T06dPOMlNRkNYrUypASwmPAxcGpdlnPCAY9V1ykGzZskV9/9yZY7JVeeaVizY+cGPP5cWVeYBBq3NEgdeo4ExHRwfKyspEeSKuhU3OyIKCApSXl6OoqCgUeDCfM6pYOzkHo9632VdmdinJEe3evTt0v0wmg2PHjmHDhg3itSlIBwD3338/Tp06Jc4RKurK0dPTI9r0po1rBhZMHebJyUk1y5DYxmaAUoO5BvDAoud5OHToECoqKgIZN0TYkUgbQNARlMlk1HXPRD6fx969e337mrPVXchKM0FoyuVyftFdsy9dJbhMOUcCvx7PII2SwDTXQVuQCtDXuaeeegqJRAKNjY2BTAfJJjFr1QDBGl1SEMmsMVZSUoLLly+jtbVVPINp2UDNzc2hcTo2NgYAom63C8xgy+joqOqcNwMXc+fOFYtqe54XmvcjIyOBgsOaPB/tA9LZxoQmMTNv3rxA5owZzOKSpICdACMFAyig5jLHSC6S/BguMPvZXOels5Ct/ofNIW3zMwAI7FWeF5Qc1c5atHZS/05nLbKdx/nfKysr1XexfPly3HLLLbHOJLOIh1nn/BsAb3/721FWVuZriJ09e9bq8P7GN76BX/ziFwCmNNzvuuuuX9t1Z6qts3AviEno6upCJpMRN1lKiaupqfEjsLYNu6mpCUuWLIlkchE8zwsZIv39/WhqahINiFzOLW2OnKBRBqvmYCTYGD/Spkqa9zaDlowLjWkpHaA1Iyafz+PgwYMhwyDO4UAKptiYdtK1U6mUqIevXUcK4nADxhZt1wx80oXUDipmP5tGl+S05mnRkpFmM+Rra2tVxgEfb1GsMo0NROzU0dHRyHfNmazagUcqZmu2Q3O6889r7OYrV67gpZdeijT4XeuJcONRahdpeo+NjYksSHIIuQSgNIYYMYy4g046HF67dg3ZbBZAuFiWLTDC+zVqzSssLHRiAxMk5k/UPV5PffkomEEMAKE1LpFIqHIXnA1JbdizZw9+8IMfBJieHDSmBgcHrWPd5kii+0vPq2neSvcBIBZDNh3k1Bd/9Vd/5WvM21i/rgFXEzamckVFRcA5SM7548ePo7W1VZRG484mIFhol4/JbDZrTeFvbW0NfC/qWXnKfpSUhRQ8tclnTffQSYFfl2K55nor2SHl5eV+EJsTFFKplKo/S84cLYOGF17VHNvS/s/1pPkezOcQ16FOJBIoKCgQ618QUqkbRZW1rAvu2H388cfR398vSrmYUmmAPVjC7y297zgBz3w+j3e9613qs3reVGFUCRT0pbEvrct876G22qQKeeBPK8bIMz9t9T/MoLQL6LMnT55UGbm0Z5oSaTapKptslLRXEPL5PA4cOBAY2y621uHDh9U9Jgq2rBGSfjTXKVdJRslpKyGdTqtFyqmNNskUm36/Zp+TTOmCBQv8jAstOFpYWOhf39wzTAnM6RBN1q1bJ0oF0Xim/0wbRcvGjioOaq4lUmYWzxZwIXh43pQsTHl5OXp7e0NSPh//+MfF/ZLGh3a2MbF27dpQRjbXFZfkJOl5gDBxzgVx51WU85yjubkZS5YsQVlZmWojaBkgmn1cXV3tHJjkY8RGREun9cL1fO+bLmjvKC4uFscB2VHa+XPZsmUoKSlBSUlJ6NniFMudhR3J33QDZuGG2tpa/+ennnoKP/rRj8TP/fKXvwwsqNXV1VZZmZm47ky19c0OWrBd4XkexsbGxIX85MmTqKur89P929rafEeJhCVLlgSK/XJEfZeDGIYac3Dt2rX+MyaTSSxbtsz/dyqVQltbm1U/l4M7Q0xEbSL19fXo7+9Hd3e3XwTN5pivrq4WjXZqQ19fn19kKZlMYtOmTeju7rY6Wyj1z/ydK/L5fGi8pFIpvPzyyyEDkdI6JT3zsrKy0HWI1bhr167A+2lvb/clFOh3ZESTAS/9DYDoOAOmDMJsNuu/kx07doQ+w/u5rq4ODz74IOrq6tDX12d1PkufB+Ab8tJ9KCVbawNHOp3G0qVLrWwjEyQR4DrfSbta+jw5HMw20CErm82q31u4cKH/uZ6eHrS0tKhMOhd5I9caJHRv7fn379+PdevWYefOneqcdJknxDajeSitYXS4AxAYu9wxVldXJ65nFBjp7u5Gf3+/NYvH9p6ploaL0atJD23ZskW9RyqVQm9vL3bv3h1LMmY6bBkpUCatcZrzjJwYfA2hrJf3vve96l6UTCZRWFgoOnLMAAPN2aKiIjHjYnx83J87hJKSEtTV1Vmfne5DUlgmPvKRj4hjaO/eveoYu1ns2LED/f39qK2tDfVbKpVS5V9yuRwOHjyozrO2tjZ/LdXYaDbHfFVVFWpqapxYo4QtW7YAkDMj+Lsi8D2eAucPPvggWlpa8NJLL93U4ZKvr1H1RwA9yGXaIZ///OfR39+Pzs7OwME6l8vh1KlT6joO6NITtGdJ6y05JKU91wTf/2j/4vrB3FGWyWTEtYbe4dDQECorK/1n7+/vxx133KHu42Z/Uf9wmRHKsJLWW9PhS++O73/cTnj++eetazb1OzmWJdjYmCS/I419c+/p6+tTs/BM0NyTxgGxlqOK5U43IFtXVxeSeuP3B4I2L5+7fB7wvVQjOJCkhq2WE79vFGjvqaiowNatW52+Y36fguQSbOsUOdRtbY3zTqR5TvJ5AwMDgexPbjdqtjLBZp8DU3YiPZ90FqiurkZLSwsefPBBnwDD1w6Se7TZUzZbH5hy0NrWSEC2UTKZTOiZeX/U1taKAXcTkq1DjnnpvvwMl0pN1UP71Kc+5dvApgRTf3+/H9iSnpHsyNbW1si2vuMd7wj9jveltp/MnTt32vLEyWRS3IMkjXN+TxdkMhns3LlTHFs097Q9ULOLz5w5449pvm9wSGdA25mLvsPnh6t/xQX5fB47d+5ES0sL7rzzzsDfSFLNdv78/d//ff9n/mxR68Ms4mHWOf8bxlNPPYWPf/zj/n8aysvL/Yn02muv4W//9m9DjqCJiQns3bsXP/7xjwFM6Xc1NjZa7z8T152ptr7ZQSwsV6RSKUxOTqp/55tSZWWl6thIJBLYuXOnf3Ay8eKLLzpvkOXl5SrbhdIUpcMoN8hcnZacicE3TNdNhG88XN+TY+PGjdi1a5daIJYO0KbRdfToURQWFoqO79cTPNhBB4TDhw+HUrBJ87K3txebN28OGOpkKJgGCgV2zPfDf9fT04MFCxb4/a8dskZGRrB3717xGcxD/+rVq0XDxjzQ0vimlFjXz9OhfMmSJaKh9vTTT4vtjHtopWwKmnPJZBLbt2/32UXU7zbDjMYWMehswQ+COf4HBwfF7w0ODvqfO3jwoHpg9zwv0oGWSk1pbkYZmVIwJ67GuMY0rKurC13r8uXLWLp0Kd71rnepaxiNP9Pxw50IVODKfBaXQwq/rnSNK1euOBu92uGU0pq7u7uxadMm/z1Qf5eUlGDBggVi32n9Px2mfdzsLwI5kWl96enpwY4dO7B+/XrfqUrOccnxl8/n1UD12rVr1YwSyTnf3Nwsvos9e/bg2LFj2LFjBzZt2uRcuJnwsY99zOq8ocyy1wupVAqrV6/G4OBgKPBG40Lb9wD7++drqXaIt42D8+fPRzoJTZSWlkY6Z0zYnMiSo8wF5vrq4si1jQ3zcK+xX01yg3nduA4BumZrayuuX78euXZTAIxgexcTExPi+PnP//zP0N5Ez645Tnj2UlT/ZDKZgA1y7NixgC3C311NTQ1qa2tD+58U8CRpGKnfbXPIRCKRwNq1a8Vi7uazUFv27duH4eFhZxucyyIQyB46cOCA1aH9egRk48C0/VycXIlEAr29vT5r9WYcW1VVVSFbtaCgILC2Uz0RbX2mPmtpafHHna2gogTbmSfuO5Gkrdrb27FmzRpnGSdtjST7XOpzHgjktcY6Ozv9M5QtaJ/L3ZDA1NoZd42T+k6zUczzgXmmO3DgAHp6evznM8+dWlCefm/LfO3u7kZXVxeee+458RocV69ejbTnDx8+HOlvOXLkSMiO4pmDxMDnSCQSvnxdFFKpFOrq6kLkO7PtbW1tuPfee9XxH3d+a2OLWOvm/detW2c9Gzz55JPo6enx94ra2tpIx7TLOOT7VCaTEdc5cx1atWpVpI3IA9bSeKJMOs3f1NXVhZGRkcDvXNeHWbhjVtYmJv7mb/4G4+Pjgd/97Gc/83/+93//dzGy/vDDD2PevHk3de9Pf/rT+Iu/+AuMj4/jlVdewbZt23DXXXfh1ltvxcTEBL797W/jV7/6FYCpyb5z504nKYGZuO5MtfXNDhcWFnBjsdfY7oRcLlwIzkx1osVccz4fP37cqU11dXVWzbt8Pu87fG2Gpi2FkmPx4sW+ViX1BxUx5ZtIR0cHFi9eHNJr5NCMDbPAkAnP80RGPaXykjEy3cOLDamUm8a1mUZN/UXap6Ojo1i8eLFfGI++Y+rkckhSBlKRUQAh/XbpOUxma3V1dYA1Ul1dLerJkkEvpUUPDAyIn9fmQzKZxMqVKwPp/ATOOHCFmU1BRZw56uvrMWfOHGuKKDcspaJiPA1ZMqI6OjqQyWQCWpJAUBPRBlv6OGHFihUoKiqySlKZxa4A+Ifrm5kbxJAvKioKHQBpDGtppED4cCc5fvL5fKBuAmeCmeMfCGfupNNpVFVVRRbQ5OxTWzaG2T7Sia6ursbp06f9VN3W1lZUVlZG6pBK1+T9B8DK7Ldpx3JIMjfkROYMPpu8la3YmXlvSbeWoPWlJlsGwE/3BYDGxkaxYHRZWZlY8LWystK6F9CewQuymVrXAPBHf/RH+Kd/+qfQ9yXJCAAh2Y1EIuHPQ6kQMv8coDvpaV2S+jFqzaDf28YKB81R0zYnjI2NqWPT5kSOWs+jJNS4I5fLuzQ0NKCxsTGykLkGbWyamsA26QlaX/gYra+vxzve8Q60tbUFDvGPPfZYqA2mhJ3neWhpabHW2eFrqTQmeDaFOb/M9puyPnx9JceRJEvH5SloTRr937o+Nh15jlwuh9LS0tCeKfV7WVmZs2xYIpHwpSg16QnzOrlcDhcvXoy8Nr+HSc5YsWJFSMJLwoYNGwIF6F1gC8i61LIiWUMJ0pimYDPdOw47fteuXVi8eHFAw5tDK2Ta3NwccnonEgk0NTUFxhuN46i5we9HY2rXrl0BO1m6fhSk9ufzecyZMycgkWQizhqZTqexdevWkJQXPZ9USNnlHbmQX7TxYDo9bRKBtuL0PIAijemuri4ACNUtkVj+JrQxQbaDKTGjgcateQ7g9nwudyPTyka6MRFVu4mKRbe2tlrXvB07dvg2nVnvC4D4fiTbSLKRgRtkCI3wZYKPLdfCzIT9+/cH/u15Hvbu3ava6AQXqUp+VjbnPxBcy/P5PM6dO4eenh5cunQp1C4X8JpCo6OjePHFF0Of8TwPTU1N2LZtW6RGvosNNQsZs875mBgbG7Om5//yl7/ED3/4w9DvX3vttZu+dzqdxmc+8xk88sgj+MEPfgDP8/Cd73wn9Lm5c+di27ZtzoVMZuK6M9XWNztsTiQOfri26ctJheASiQR2797tVDi0vLxcLMRH2vCSoas9Qz6fFws+Sg5eqXiPWeSIR4W540ZytpCjXDOiXPtdgk0nct++qcrodMgzNVqjDNcPfvCDePbZZ0O/N5ma9P/x8XFRx1Bike/du9d3jEYV4HNxUkhORU0H13wO4IaTGUBI6/DMmTNoampSDzxLly4NGVxSIVFtPjQ2NqKvr091zPf29lqDOyYk5g0VQjWNGcqu0MaeFLygNEPTESM5xKTxL2kiavem92MLMD311FM4d+4cdu3ahf7+fjz55JOiUWsGwabLtOZYt26dHxTUDEitpgF/Php/muOH5A+kInZ8/J8+fdrXTjYPb1IRManNw8PDYh0BW+AylwsWDifdXTrYaAwkKgotBdDMYJZ0GDXHIQ8QcFAQ5fLly+rhOoqFqTl16ZAbp7Au9aUtcKgdQGg95E55fl0epOLtsBXtSyaTqK2t9Q9OpIlvtk1yzANTjrX7778/sE6fPXtWTLUfGxtDSUmJ72iRikzS2qgdwmld0pzCNs156X3xfli5ciXOnTsX6j+S+DKxd+9e1VHi6igz4bq+kiOX15zp6+tDaWmpP9eBeLr25NQwHWBcE1hCfX29b5Ndv349IE2UTCZx5513OrEzAQS+pwWsbPPN/JtU98CcX9T+8+fP4+jRo1ZHvk1fWqpl4KLDTOBj21x/TaTTabS3t/v2NJEepJoaPNAhEWUkJJNJkalJa8XBgwdDNrrpnJXsGgmPPvoojh496uxwBOT5lUwmsW/fPpSVlal1JQg0prX5YXNyxbHbOzo6/DoZmi2nkVuGh4dVp73UblthZoK0vnCigllk3AUaO1sKcHFo71BbI2lfMu0cIBgMtgXAaPy77NUccZ2eHNTntjlXWFiIoqIicW6SHS+th1pQnnwfUeulS10bIsCZzyjZvmaw3yWAmM/n/fV4VNEkp4D0mjVrQgVt6Zk52UIjd5m/k4rL0/vlhZ05EU+b+1Fjy7x/XAJdPp8P1N3hkIg5LjCJStLcyeWmyGirV6/GgQMHppXd2tvbaw1G0L3p+i0tLdO2oWahY9Y5/wZDcXExHnnkEVy4cAH/+q//ihdffBE///nPUVBQgFtvvRV/8Ad/gFWrVmHu3Lm/8evOVFvfzJBYwxLGxsb8zYs7Akz2nFYI7r/+67+cDiqXLl0SjbZMJuMbCZKhu3btWhw7dizS4Wtz8PKNTWJNm7Cx8UwmuAkynFwCFnEOedw5SGm7vBATd+Txd0dM6+rqatTW1obux/ufoBmeGuucaz9LzyMxYcjQkeoCSI6sKFYVOeuI9UFjVrq2xpCXjECNKSwx4z3Pw6lTp9R3WltbG8sxrz23jYlkMgZNBqzkHDTnjq0ooTn+bewhOijecccdIbZLJpNBb2+varRTMGr16tUh7VvJmHM9XEuMa/o9HV41eQH6vWb8UzowH1Oa44e+8+STT4rv97HHHgsUbZSCVqbBbj4/6elqzvD6+npMTk6KDlUJtjlO958zZ47KnraxXaVxeObMGZHVRMEZ2+E6KliTSoVranDHR5zCutlsFnPmzLFmbkhj1qUgqZbhQuPOfAbqH85Mjsp2MPHEE0/g/vvvVx23Eii7J5/PI5lMYu3atTh+/HjAuZJMJvHZz34WL7/8cogxyJ2qFHS4ePFiICDU3NyMefPmid8lZyxn9Xqe5zPE+AGdMrA08LEJBFnOcYI2QLz1lYLflCVFn+fB7zgMS4KURantIQQt6wSY6ldXxzxBcxBQG6RxfvbsWQDwNeXpb2bAHQjPL1v7c7kpiQFy/HDHE8fQ0BCeeOIJ0QZ0xZYtWwIBw6j1xNxbSLrOhnw+H3DqS6BilZLe9R//8R+jqKgIQ0NDoeveDGxEC9eMjV27dvmOK943165dC2UJRo1puofNbuf3Xr9+PY4ePRoiqLgQxDQn9QsvvCCOJ6ndIyMjYnYXz0jQ6nTYzksueP7559W/ae8VkAPV+XweZ86cUYMDLS0toaKyUjBYAnewuuzVJuI4PQmu8ksTExMoKSkRswNsJKalS5eqQXmCzT65fPlyqC11dXVoampSMz0Imh3NM61MQokEvh7bbPNcLodly5bhy1/+cujvVFNLg2091d6r1m+aU52yRs0zjNYekmAi4o0LM/2FF14IkTNcbEMNLjWHeNC4oaFBLBDPP7t06VIxcOsahOjq6vIDp3FtqFnYMeucj4mjR4++rtdbtWoVVq1aFes7b3nLW7By5UqsXLnydW3LTFx3ptr6ZoVUId2E6bxpbW31WcJkgPLDkukkTyaTKC8vd3KKmdF3M63UhHm4MqP1pFs6NDSEa9euOTswXZx4nI0nHXiiDF3JUcBB/X7nnXdGGjm8TaZzhwyQkZGRAAuDmIqdnZ2BIkLSYeuZZ54JvAOb4amxziXQ++KMdkkm5fDhw06RdO290TgqKioKXZ+0PaVrE0Oep+pL0A5Z69ev9xmZHLYDxZkzZ1SDUzM04zINJCeH7dAyHca5ySo0D68uxuzx48cjtaglpnoymRT70MYEJ1CgqqCgIHB4pN8TM1WTpqLfS+9KCxD29PSEHD+p1JQ+/EMPPSS2NZlM4tSpU2qfuDgXKAghOcOBGzINZl2JOOBrslkU2nwuiR3Fn0cLQklOAj7+qS9MVvFCJWuBUF9fLz47d3y4HNxtTkDeXvMA4poxxNvhci8Cv14cVih91xxnkuRGIpFAWVmZmN3DHfMEz5sqAkdFXKU5NPq/WWF8P+PX7O/vF78LQCxKS4EwCjREZWDx72mZHnEcQa7rK10/KvgtjZMop2/cPeRmtL81SPJEtkwuc32mbK1sNutLQnCYTvCo9u/fvx+HDh3y36mUXaAVdDdhk20qLS0FEM/ZQv3gmpWWTCaxePFitLW1ifYql2uT9qKFSuaVK3g2iOmIMgMhUf0QNb+ob7LZ7OvOwJTufeutt07LkSQRJQCIhW61wK30Lk1HvvTeiJRjntWo5oLWfi4pJ80xDpstIjF3Dxw4gOvXr+PBBx8UrxfXSc4zKsygPF1vpuAyV/g7lbIDJIkVm2SKK6uf1j4T73//+wNSehrSabdMK9PBWl1d7UtBSmSnLVu2iCSQZDKJ4uLi0FxpaGhATU2N2s6bcV7b2PZmJiJlOPT391vHlNaeoqIisbA2x6OPPoojR45g3bp1fgDL1TY0odXp4zDfz6ZNm6zO+Y6ODpSVlTnLl0rg61ZcG2oWdswWhJ3FLN5A0AwIXlSSH5aI0bVz5060tbVhcHDQZ2jT4imlqxcVFWHXLnsxSuCGrrlU5NOEdLiyFdyT7q8Z6mQ0a+012Xik68lhFjSTUFJSgra2NqRS4aIr+Xwen/3sZ3H58mVrW7TCYRx9fX1iEIAcIdyIlw6PXV1dgWIstqg7OTp4gRqz2Iz5O/q/dF3S2a+urvavpz0rvTf6HC8KXF9frx5SbIXvBgcH0dbWhp07d6K2tlZklZn3TaWmCg+VlJTEKrpM/UeHBw5b4WHp/lEHRD5vzTlsgpjvNmhF4cw5mkgk8Fd/9Veorq623jPu4aa+vt4viEvGspSeT4WRduzYIV6TvgsAp0+fRmdnJzo7O/2Dkq0wI8/+oHdFYyabzaoMeHO+0MGMF5Y076MVlrKlh/Pn7+7uRn19veiozGQyfvubm5vFNkhzWmpnb2+v34dmUWg+T7dv347NmzerfQrIBdo0GQbuiNPmTjo9JVchIZFIoKKiQmUwuiLKCZhMJtHZ2SnudVowgu5vFoqbjsM0l5uSNcpkMrHYvvy9UDsAoL29PWA/tLe3q4EVchBxJBKJgIOIrxH8PR48eNCq48u/S+0bGRnBtWvXrPcE3J3lmq651HbeTyMjI4H35rK+kna/axF7Pk5citbH3UOm66itqqoK2AXcfpEK+GmZXCZbmLK1tKLBwA0neJz283cqZRdIY9hEMplEb28vent7VRt0ukXwXMYCtZMY9gMDA2hubg6sv+vWrUNRURHS6alsWg6Sx9PuZdsHuA3W3NyM1atXi9fYv38/amtrsW/fPqd+0ObX2bNncfbsWX8Okk0A6AFQs9hm1N/Me/Oi4jRHXaEVhucge2B0dDS01tuyUAnS+kLX5HMRmKq5oK0RfB3R7AKORCKh2iLa/Dty5IhfCDUKFAzWsG7dOlRVVUXaAa8naMxQPRyORCJhXdtaWlowMDDgn32bm5sj18Mo212C1vfmOc8GW6YVgdua/f392LNnj3q251l1fF8AbpD2RkdH0dPTg+bmZiSTSZw4cUJ9bfGh+gAAIABJREFUjzNVVDSdlutEaec2l/aYe6/5/ATP83zbXDorS23gaxj97FLw+4EHHgi8n3Q6jd27d6uff/nll0W7Pmpv5JAC8RQUni0Ge3NI5G82x20Ws/gNIJvN4oEHHgAwla79ZonSZbPZUKSTGEhU/NVWPDKVSgWixUNDQyLrobu7G0uXLsXIyIjKFNci25L++KiSshoFSRvOZkifPXtWvMfmzZvR0NAQMPokLWHXaD09EzmiTTYLOYTNvkulUqF0fH492ui0aLb5/rLZrChrA9x4h7bPmNfMZrMBZqENmpRI1LNKGBkZEVMzpfFO7QXC7HHp8wCwbds2MZVcYidqc8JWGPH06dOB9gDhd2i+O+3+NwsXJm4ikUBNTY3vfLax5Hj7bXND6nvb/NXeLR8zgL1PzfbxcSxdm6e089Rp6bq2gzdPcaW2jo6OiuOGil9p7d+4caPKPOOwzeMoKS1Jz50ypHgRW/P9aCxovrbH1ZyXpNSA4Hplmzu2OV5TU+M072zQ5j9dK+4coPtLBbIXLFjg9O45tFok5lyTWG/19fUiG0xiPGnPYmPL8aLW2nsyYb6fOJkEtjmcTCaxYcMGPP74485jj0Nqh9mvUaDrmvaG9A75vhZn7zD1dzVEvQ9Jc55nynEGYNS6YMI2p7q7u7Fw4cLIZ7bZonGvu3z5cl9ex/Z9encSezLKdrYh7hjX7DMbW5e+k8lkRPmNNWvWoK+vL3AdyowDgu84Tntd+0HKpKipqfHnlrmemP1mrsVxWLc3w9AlaO9/x44d8DwvJNOlrfU8g8RsG4G3MZvNqjVJKJOC1gXXDF5+jYGBAXWd0eaf9D0N2tnLvEaUHWBCW4Nsa5NUD8fcM+NkrLrc0wbbM0Sd86Lu+3r1p3YtzS6RzonSfaeznrr2c9xnt7Wns7PTl+Qyz+1SLS2ClmWm2T6mjC1gz+DW5u7w8DD+6Z/+KVTjhNulvB4KgFD2Me0LtnpZLmeB/18xE/7IWVmbWcziDQQtrfIzn/lMgFlhY0nztEVi1mhpeMQUNwsTafIWPG2TjG2p+J8r8vk8Ojo6MDk5iVdeeQWLFy+2fl6TX+CFrCorK9UUeJ5qBuiGGE9RltjtVGCT9x1Jd2ha8NyBoDFfSfqDGwWS9iF/hxREkCAxO1wc8/ScNhDD2DSsTIPKdlAyx7uUWsmhMUwOHTokFhWTUiEXKtIZiURC1IAl5zw/jGm6+GbKsGvabxwjVCp0x51UwNS8GhgY8IuWzZs3L3TAN8Hnhnb4kQo/3n777QAgpipLfUQHQElb31agk/evdm1yzNNcrKysFNnxgF5nobq62j/0UrtojEsSIbz4lVQv5IknnsBtt90WacTa5rHNYU9tpPRnqg1w/PhxPPPMMz5Tkhev0+YkH6/8M3SN2tpaTExMYGRkxHcYSpJM5hrDs5aGh4etc8dcE0wnzs1qX2rzP5lM+oXWNWjr1fj4eGDdoLnU09Nj3a9N2IqE017JCwUTe5MHUyQ2WH9/f2id1p6lsrJSzBDxPC9QJMw1k4beTzabDRwUXcDbL7W1vr4ejY2N1rFnsr8APaMhl8uF5q/t2RYuXChqTNNezvcMelcucn7S/IxyCGu2IzEfaQ79wz/8A44cORLQkyf5IVojXPZRDm1OUR9pBTKBKSfJlStXApr9UaDrSmOYnNku3wd0KYoo29kG85qnT59Wa4SY797M/IjSIteyB+677z5s2rQp9Fza2k97ZZTWsks/aJkUfG5RRhxlAdgkwwB3yQiaj+Za7CIvwSHV5UmlUigvLxeLwUtrvVmfS7Pf+L6jMYE9z0NTU5O/P2hkEmqzVtCUmLyj/ytFxteoFStWiEEtLm8RZavSWJIcedwxr2Ut8rnAJdPMYIgWiObORKkejkQoijqncEzXMR91Doo650W1L+os5doWQC8sLI23qGw5Qtz1NK6kWFy7UGrP/2Xv7oPkqsrEjz/dE0AkyUBsQTApowvBxJfswsRoMfhDQ2nCrLUDumvlbbfCipuVhBDRihnYRSyZMCVKSGJqVtTUVoZg7fIy7taQsBVMXEYUEl2GVQJB3AgoyraBCQgizPTvj9nT3D59zrnn3r59+3bP91NlSWZ6uu+9fe95ec45zxGR8moxvT0sIsa9tILXwZQCOHgvB+9Hvf5VqzhsbSrXs2uaDT82NlbeyDqYOlenyl+RiZUiCxcurJpIZ0rXFbdcxQSC80CTseVRGxub2CV91apV8s1vftP4t6ZlSGGVliuXmD5yHAyc6Y3tONra2uQ//uM/yg3Cb3zjG9LV1SXXXXed8fX6+QSpyqK3tzc0CGmanWSaVWSrwNWS7aGhIVmzZk15tHnr1q0yderUis3BfHKqi0g5v+Hjjz9eNbto3bp1VSPark5kLpeTG264oSJgamsQ2wRnatocOnSoImigN6j0WV+mCj1KLjtbEKBUKsnAwIBceeWV1r8N3sumTdbGx80bJavvNdjZs+XFV/spRGm4h3UwgtfF1GgeHx+Xc889Vz70oQ/J8uXLKxpgpVJJdu3aVTWjw8YnSKQ2mFI5pm2NZ9ezo45NHWuwg2u754JlW9h7j4+Py8033xw6IBGUy+Vk69atsnbtWmuAwBScV2z7hfg2YmfPnm3tcOvCVq0EAzzBwJs6zrBAhykf+a233moMfAY7MkqwTFR/v3LlSlm8eHF5FYp+PsF6y1Um1Jr7slAoWJ9/074F+jOof/7w8LBxxqEavDTVV/oqD/04TNra2qoGwPTOo23QSu8oq/MKboSmzi8sZ7baJMz2DIq8npZD3XObN2+2biQdRh2/7XvXr4FPJ91nYMFFBZdtgw3j4+Myd+5cY1mplpbrQT91/0fZ18B2b+ptx1KpJFu2bJGpU6fKt7/9bWeQWF2fKM9WoVCQnp6eqpnSwX1r9Hrp0KFD1tnarraH/p3q94Xtu9UHM0Wkoq42DUjUMhAYfM+VK1fKGWecYVz1GUx7ZqvfXfeLK+iln1fYveUKPgXfWw00Kfr94hpoDlIBpPb2dueglfpv0++C52fL+W4rA21Uu0e/5rb9JUxlfXDQXLF9v3q9Yytbg20m0zMcbBeYZta3tdn3zRkbG5P9+/fL8uXL5dZbb61639n/lx7QJ2BaKBTkyiuvLKc+sQ0OmY5/9v+llLKt8B0bm9j36owzznDey7a60DahyKfMjbsiw/b+8+bNK9e9phz3wYFtn+PzaRuZ3qu3t1fmzZtXvldNewaZZobbmILuUcrTKHVg2LnbBlP0AWPF9VnqHExlTFtbW3kSjOkYwvrewckXBw8erIrxuJ5d20QjdT42+l4YtlWXtnRdUctVvI7gPNCEbLMnxsbGyultdKozpBeUcTep0Qvq7u7uWJ3r4GxAfbbspZdeKrfcckvF64eGhmT58uXWGYyuWT7qerlGoE15adWMBdtsXluDf2RkpGLG19jYmFx//fXljqVt9kpwhF1/T3120ebNm2XdunVy9913VwyUBDuWppmmammeSLRl1koulwtd4q82HLI1IMNmfYlEm4lim2EiIhUz/3SmQQNTh9a0UbLPd2ibce2TPsnWCNXTZKhZ6qbjGx0dldHRUe+ZLSITqaC+9a1vGTv1rmMbGhqS2bNnVzQSTQ1a033p6rCPjY3JgQMHrIEVfUWF7blUghsy+iiVSnLnnXc6AwS2mWi2zqD+HmH3tyu1kp4+yFY+hgVofQK4tplTto5y8HtXuUpNz71pMNfWSXPN1jUFnaIEFE3lr6lDGbbCwCfPsNrEWg3WBtMk6XWfSjFi6vj5BAZdgTrbeeVyOVm0aJFceumlUigUjO8RpO55fdNn06o7W7AsiuDxh83gFjFvrq0PmIbtPeMSTC/R1dXl/O7V5wXLSn2WnP7d+g6wuO5N28zbL3/5y9bz0jv/wff0eb6CAwMir6+kMg32lEol52Z2pVJJli5dWn5G1eqwc88913gMwfvi6NGjxmB2cBBqeHi4nAbBVVcnuQmebdVncKN02/NrStdmq2ddZUXYvRVWr+bzefnQhz5UHmjSUzNcccUVsnjx4vI+EmHPfS6XKw8ihQ1ahZVrUXK+26g0Ea7Z7cWifVPbYFlvul9M369pTxqf9o3pHNeuXVsx0GpbVeJqp5x//vlSKBSqgsQi1asX9LpfFzY4pB+/a8AzaHx8XC6//PKqtlLwXvatC0XC95JRdXfUgHHY+6tBfXXuK1euNG6c7lsn+JTTtgEitRq8s7PTuPJo7dq1Mm3aNON3Y2qfmj7ftzyNMsnAde62OlLdh7Z4huuzVLD6wQcfrEgbZlvx7dv3Dk6+6OjokJNOOil0M2KdPgBtq3OCnxnW31u8eLHX3yMagvNAk7I15M4666yqRmwul6tYPqnz6dQGmQrqO++8M9Lx2/KYiki5A/fEE08Y//bAgQOh6QVMs3xUBacv7w4G3Ds6OuSBBx4wvq9pNu/Q0JAMDAxUzY7M5/PyxBNPOINYto6CGmH3XUasZivqOVKD19g0g7+7u7tqma9+LLYA/Pj4uOzevVsGBgbkwIEDxuMMNmBNMwNMs75UMFlPc6Dn5rRZsWKFPPnkk1X3o61BZbqXt27dKmvWrKlaKjtnzhyvDo0+S0KfpeTbcLc1QvUOoj6ApK5pcNMwNbPFlOvTlAvxkksukVNPPdXaqQ/rsPg0noON8bAcqa7BEVPZ1t3dLdOmTYu8z4VNPp+X733ve8bjsgUIgh1rV1DTpxFrm22onosoq0tcnVKfTmtYgDZofHy8vGrF1fm26e3trRhIjCrObDafgJbP7C3bgIxpMMn0nZm+h2C5lMvl5JJLLpHLLrvMq/7WgzrB4wjmFtaXV+/du1f27t1bXrVmW52mjlHdK2Gr7mzBMl9RZysHr4MaHDDdG6YVErbPN+UpnjNnjnWFgf7d2wa69BRFiu3ZC65SC5v9GOX5VedpW+X2wgsvGFNKmBQKhapnOeqxqOOxzUJ0cc14tqUW0a+dEgz2hKUUCrIFyGyTKII51wuFQkU7Tt1/3/72tyvStenX3zfo5VP2B4NPd911V8W1HB8fl71795b/radm2Lx5s9x8883OSTzq81UqBt9BK/3aBQc1RPzLYhtXEC04u90W9FbtorBBZVPqvuHhYeN3Om/ePO99GIKDJsHn1GdViRIcZNCDxKbyLlj3+7B9/ic+8Qm55JJLnAOeOtvKgeBAru+gle25CA5WmgabwgLGrvcXeb1/qLct9PczzWTXn1vfdpDrWFwrz+fOnVsefDKlLHKVP3qZ6Pq9iMjo6Kj3wIrt3FU5ZirnTatfXNdW2blzZ1XA3JYCWJ2Xb2Bevzf1gRqfZ9e0mtYVC/Hp77myIwRT4iAagvNAkzI15EqlUtUGpSITAbtHHnmkKoAVNz+erUPpI5/Py6ZNm6pSqijBGcHBtBBBCxYsCP0cV+PLNHtOBb8uv/xyr/MQeb3x1dHRUZFfXh33N77xDe/3UoIVms8yYpHKfHN6uomBgQHZtWtX1cCCyuUfTC8RpDayLBQmchebBgrGx8fl7rvvlhUrVsjNN99snNFpW2qnfq8Hm0ReDybrnbvrr7/emfNcBZkWLlwo3/3ud2uaFRNMOxB8Pkwd3alTp1ob+YVCQe69915rkN0UgFFsnQL19yYqh/A111xTdS+oxlcwtUBPT4+IiPH4Ozs7pbe3V0Sqc8aHdeRtM/iLxWJVUCLYUAxuTqQ3FPXBETX4NGPGDOO1mD9/vtcMPXV8rmW53d3dxgHIpUuXVhy/rWOtl0fBa6bnnjSVybbBWH1gIhgEsAnOOo0z09K25NdGrVoJ60Do1GBqXHGWPythAS2f2Vu+35mJ7XtQHWpVbg8ODsrcuXMjbbylyln1//qAru27VavWgtfmxz/+sXXWrjoP31m6UQTrpzjtGNe94RswVgNHem5/EXOKNdMkCVs5qpe3SqFQMG5oGlylZtq3Qc1+VBu86amlTIKD+7a9IPSUbno6hrDvQw84h3HNQtTpQR3XjGclbOaoKZe1CsKEbc4bFiALK3OCq47y+bxceumlFXvJqIkXpqCIzwScsLJfP/6LL77YucLBJKyfoAalRkdHqwbWXYNW3d3dFe3Z4AQUkdrK4rAgmt62DH6PYen9dJ2dnRUpm1RQ1FRn6XuCuQQHTVzBXtcEAteAsqm8E3GvWNXZyt3bb79d7rrrLut+XC76bGHb5BBXWWUbcAkOVtomTpjavGHvHyXQXywWjTPZ16xZU9Gm9G0H6QP4+jGImCcNBFN22lIWxSkTbZukBichBVdv6KvgbOduGmQI1pGu+v+CCy6oOpeBgQG5+eabK67V1q1bnZvO2tpAwY3YL774Ynnf+95nbAdHfXZN5Zzexzt69GhVTnmReIPoe/bsqRokhR+C80AT0xtyrk1Z9MrYtaRLr1QPHz5cUWBHKahNwUBbShV9t3DTuXR1dYU2phVX40uv2NQs7SipeYIbGarPirqpnW737t3lCs3VUApSnQNbZW/6W9WBsc2YD25kWShMrEQwBeBV43vt2rUVm5qp2Uu2pXbBe27JkiVVeXBNx1UqlWRkZKR8/+j3cHAWo6nxZgrqT58+3RpktnVo9Z+77jOVukEXXLJt67TZOsthyxHHxyfy45sG0Pr6+sr/DgaA9OOvdYMpfUaGyMSgS1gHVb1W3T/6zBN9QzE1+KSCSPozbsofrgsOUtieNdOAj9oIVQnrWOsrBfRATpzNkYObMoXNjDJt4mrqOPvMeI5STqqOpavesM1CrqVh7xNAd3EFtMIGp9Tfh+UZdjF9D8VisSpVmu+Ag21WcHBQKqzeUqvW1LXp6Oio2HTV57oWi0Xj7DdfwfopysqIYNvGdW/oKXlsfv3rX4uI/T4xPSMzZsyoamOFzbTVz2Hfvn1V76uOfXh4WK6//nrj8arZyyLiDK7qe9LY6jBbEElPx6B/H8HzHx4eDt3s1WcWok4v6y6++GJjMMY3n7cqy+fNm2ddteY6Xt8Ame1e0lc4jo+PG/ekiFK+mbhyM+vHf9ddd8V+hk2Cg1K29DC2QauwcjFuWRyWD9r2vKr/19P79fb2yrRp06znEbXO0tsUvjPpTe9pK4t8njtbWytqfWsrd8fG7PtxtbWZ92ixzRaOQ7/OrhSL+qpVn0GZsFWkUSYXiUzMZHe9JuyeMq3KyOfzMmvWrKp7xJayM+x6h23O7NokVU1C6uvrk/nz51tTkdnO/cEHHzQek+oXByeN6e69917ZuXOnrFy5UkQmyogtW7ZUvS7s3rfVNblcTpYvXy5vetObZNu2bXLHHXd4rUrTB3iCgX1T31ffSNnU/rb1P3zUWhdNZrlSnCTRQIMVi0VZtWqViIjs2LFjUj78qtHok/ZE6e/vl46ODikWi+WKTNFnMavC+b/+678qli6ppe0++WJV4+ipp54SkerZt6bjMFm0aJG8973vLQ8ORJ0pFwzEmhpqruMI5ssLjtwHz1FVYj7XRH8/UxHc19dXMYBx+PBha6M7mO7F93q6uNLHbN682RjoDOZoDqZaOHLkiKxevbrq9cFZj8rBgweNr9V9/OMfl40bNzqvSfBc9FUaIu6gvk9D2pft+1BLtm0dCf0+DcuXaKIGioLa2toqZnLYniNb+WCaBeJ6FlWO1uCgi+29on6m7brqQfqwZ0KfPWe6r9Rx6Hn+9fvEdg+rctfF9/xN19vnb6NcXxfXc6o6BCrXpulzbLNOXfd6XEmds41vYDjJc4p7j8VpL5js2rXLK6AVnLEczDOur4wL5qRWnclZs2bJ/v37rSvP1My8KN9v2Gbkpr9V5dfGjRutg9i2e8n2Pel7keiTIvQOs28Zo8oxV2ownW1j1XXr1lUEHkzlp+0a6vRrpAfNRdwDQpdccol8+tOf9n5ubHWOSPVgQvDY9AEDWzvuE5/4hNx+++1ex6I+Y+PGjTJz5szYdYOrXek6J18+5ZPv/Ry2D5Ht+MNmzYa1y1zlohqMU+WRb1kc1sZSex2o1Qv6Mdray+pvTRMKaq2zBgYGjHsu6VzvGaW+0sv6JOpbV10VvN/0axg1hV2clHdhG9aq/q5Pm9f3c8LaFvVq+5nOVR2L2j/khRdeML7G571tZZoqE336hOr5tp2fSPU96bN5rXpf232Yz+fl7rvvlkKhYD3OXC4nu3fvtl6HwcHBqpW2rmP0ua76Zsn6vRNMvRPG1v8YGRmRL3zhC6ETdJJsa2dZPeKRzJwHmlCcDTyDI++20WR9ibKp4ggubXfldA7OTImyOaHJvffeK+9+97tlzpw5kQMiwc5u8NiCQSHbcZjyOR89erQieKdG+9WMqrBK76KLLirPtHn66aeNm7A9+OCDFcF5ffmqbVRcjW67NnYLMi3z3bZtm+TzeeNSTNNGifoGuqVSSQYHB+Wyyy6zbqy3YMGCqvf2XY0xODgoM2fO9GpgjI+PS3t7u3Hmb3A20549exKbYRNku68+9alPVQWegjMOFdcslOBMm4MHD8o3v/nNit/rgXmRyqWurucoykwb1+ziQsG+cbX+XlE+03ZdVRqn2267reK62fIqqry+wfJJf9aCM7jDlkH7zKa28T1/0/X2+dtaZ5ErpnNUq0DUZnFz586tKKuWLl1afm3YNXTdTza+eZyTmI0f/CzTJpcmcc7JJs495mov+HRUFZ9Va66VcPrgdjAFV3A26eDgYFV5FqRSVsycOdPrno6yr4h+/8yfP9+5MZyemsy1Isu02bw+e9o00zaY79xWT6rNHqO0CUulUnmWp/ou1q1bV7EayFbWqpQ+wZRuYekY9O/BJ0DwkY98JFZAy3a+6toFv29TXWjaR0hEIgXmRV7/jnfu3BmrbgjbyNR0D4tUp3ewqSUXdVubOff/8uXLvWZwqzRPertLPUOdnZ3G1IIms2fPrprsksvlrJsYh/HJB62vXgg+zyITA5muv1VtFX2AevHixRUTonxzNxeLRWsq0KCwejCsvnINJCZR3xYK9j3DXHtNRNmgOU7KO58Na+fMmWMsh6O2tWpJuROWhtB3nwXTDHp1nVwzy8PO1Xdz5rA+oXqtq21r2ph+6dKloatp1R4uthXjKpVsoTCxubBv+kz9GtjaFqb38r2HbG2MPXv2VKTeCWPrf7S3t1uPW10H33sMZgTngSbjaiDoneGgYJ40U6VnqlxsBbBa2j5r1izj76+++upyoMbFNyArMtEhX7hwoXFZvt6gCuukjY2NVSzvXrt2rfF6BGfUBoNcpg6obZmjTuVhmz17toyOjhpfo4LbcRqeL774ovHnixYtkn379pUrTlOu8cWLF8vatWutHRlTQ9DU0FGVuo1pwz3Te5s259UHkVxMnV9bQ+7YsWORNnbzYevQXnDBBfKtb32r6jhM95WrwxDsRLmCWYpa6hrWMfENAKpZFCLVq2Jc10BtlBoMdEYJOoaVG3q5oD87u3fvtuamFYmWDiuolmCw7TqZBrj0YLTPtatl4MB1jiIT9cQNN9wguVxOuru7y9fvlltukbvuuqucekhtcBgsS9V7xlVrHue4n6VWCM2cOdN7Q8wkRL3Hwjb8VsE8V5visssukwsuuCBybma9/WBKuzc+Pl4+vuBsbFf5HjXgaSvzbfuK6H9rawfpqcn0FVj6v111ZaFQMB6nnu9cD7QEA+qmVCBhgueWz+dl6tSpFb+3lRtqICpskDhsUohLlPLJJ5hqylluqwuHhoa883mHUe0L13NrG2B0TRwJpgVUf2tL72ASJxe17fiDrz927Jjx+f34xz9e3kRWtUH1MiXObGbFtBI1GED0CcAqPveqbTBKDdj5ppcJ9kUuvfRS2b17d8VrfHI3R5mwVcsm67bPCT43vgMqLrb7TcS98sF3IDzOZAXbPaGvBLaVmcG87GHnEeVcTOkS1eQqWxBYDSC5FItFOXDggPEed9XRYeW269kKTiASqdwfybVhqasdYNpjTp9kptuyZUt5D5crrrjCmLpMvVehYE7pVCqVrPdT1LpQ/0wb2309MjJiTL0T5/Ns/a9FixbJ/v37RUS8Bglhl2/0AQCIxlaoq07aDTfcYPy7ffv2lTdeVQ2ftraJzSXVTGz17zBqQ1ZTkFVEZNasWV6NCnUcanmzy/j4uDEAPj4+LrfccoscPHhQisWi9w7oimporFmzpnz+bW1txo6DyOsVU1BbW5ssWLCg6uemCmpsbEwGBgakq6vLuurAFtwuFCZy/LpmJNgq4L/8y7+Uu+++W/r7++Xuu+8uB9GGhoakv79fdu7cWbEceWxsYuVEcLNeEan4m6GhIVmxYoXxegQDrqbfmejvfd1111X9vW2GQj6fl66urorv0BS0inpMtdCfs+DsGv35swkb6BAxn5POZ+VMMFhqOm59AGzJkiWyYcMG2bBhg1x00UUyODhovQb6s7B161bp6uqS1atXS1dXlwwPDxs/U0TKz7b+nq7rpmamBf9GDb6YctPq97nPs6Yfl0j1PewbWNCvuTqHlStXVlzXwcHBius2ODjo9X35vMZXd3e37Ny5s+L669dxz549cscdd1TkSN68ebPs3LnTeA5x2IJLUb/LOJ9VKpXkjjvukJtvvjn085OmNvHq6+tz3mODg4PWGazr168v/23wnl23bl3FPXL11VfLpz/9aa88+XE6nCJS8Sxu3rzZ6z2CAc9ayvyweyOsbA1+90NDQxX/3rNnj2zdulXWr18vO3fudNaVrs9S+c4PHz5cFWjJ5XKyePFiEal+xlUwQ2SijrnwwgtD6xr9/vUtW2bPni07duyoes9gsMV0frlcruJ41fFFLZ98g6mzZs2q+L5ddaEq52oNNKjv2FY36OXhwMBAuW4xXTM1cSSYD1jVbT7loRLWDtD51m225+2yyy6raoMG+ZbntnMxTS6Kcn5h5xC8V119pp6eHnn00Ue9+1PBY7vlllusq09sovR5ggNrUYV9TjC4XWt9K1J9v4lIIu2tTQzbAAAgAElEQVQGkXj9ANvf6Ck6TWWmysu+evVqWbJkiVx00UWJnEfwM59++unyZ6j3tQ34hj0DqkyypXRxBebDyu3Z/zfT3ERNIFKfPzAwIKVSSVasWCG7d+8ulx/B8se3jlL3pKme1Kn9zUQmVoyvW7fOWTeF1e16f8HVrsjn88brow9cmNjuURH3SrW2tjav/rOIOX502WWXyf79+1NvC7cqgvNAk7EV6qVSSbZu3SqzZs0yFux6hawaPitWrJBcLlcOpIQFyoNL25MIdHZ3d8vdd99trNz0912wYIHx+O64446Kjk3UAIGaRbdz585yR7qzs9MYfPMNuLa1tVUEOhR9abvtXOMEi00dFPWZtkCE+plpKWapVJJrr7226v1cDZ1gpR4nIBj23ldccYW1s3rdddeFdh7jLvGMy9ahDf58YGDAeu/73Aum6+RqaLmeW9WIVEvKTdeyWCxWbZ6sAkimxpjaKDX4Wj2QpVJDBYOOIvbOWLDcsJVZt912W9XxRA1ImIQFl+N2TsOC3q7ghU/gJO7AgYlpdqS6jq5Bwi1bthhXP8VpxLtmCR08eFAOHz5sLMNF7IMrUT7LJOq9FJW69zZs2CA9PT3G9FUi4UvHTQGFjo4OWblyZex7xGeQUA9wxRUW8AwqFAqyZs0aZ+fadj/o9UVQWM7VsbExWbNmjdx0002ycuVK6wBkcPaxGpA0vZdtcoKpXdfX1yf5fL58jOPj47Jv375y2jrXMev3rz6IP3PmTK9yVaRyY0JTPXX11VeX39sWfPHhc++ZBjttdaGa5frUU085v+e2traKQQ81COL6joN1g6lM37x5s3PQ2jZxxLduU/e6Sr2kn4+rveFTt4W1CW1/X0vdbBvEiNs/sd2rO3fulAsvvLCiz6QH92wTfrq6umKXebYUkSLuGd3BPkgwxVzU+s/1OUo9JrnEHXjyed84fRPb3+jX0zXxSaUTS+I8FFvbMOwZN90HYel7bH2wsMkCipqNbnpv1QfR05/ddttt5b81lR+mdoDrHg++Xq0id1m5cqWzbnLdG7YJNWpQXVm0aJH09/db221nnHGGiLifXdtxzJ8/31g/fupTn6qYDOfb9gtev7vvvlvOPffcmvtVeB1pbYAmowpf01J1NZssbBlWkJ4vPJfLyac//WnjZmzXXHNNRYEdFuj03VioUCiUN3mzbcCydOlSmTNnjnR3d8udd95pfJ+xsTHZtWtX5PxvbW1tFfkTTcvnfFIlmH4ezMna1mbPd6dvjBUnWGxbbuZaEhvMkWtaFvzAAw/I4cOHZcaMGdbvUl9W+dRTT8m9994r8+fPrzmthM81VYMjIu6loLUs8ayF7ZiCP9dThYhEmz1ouk5qbwP9uqsyRL+GYRueiry+WVeUnIg+gc2xsddz7re1VW82aFqSHiw3brzxRtm7d2/o8ZiekSidyji5SqNwBb3Vf5t+p+6lsGPweY0P13W0DRKKmGczqlUOV155Zc3HEEw1Ejyu4L0ctimt7bN86pV6BCiUKPee7ZnzGYy03SO2zYiDPzOVY0EqH7WqK6JsYKqYAp6u8xkcHCyvlsnn87J27VqvjSfD8sL60IMwetoHkcr84GogU7/PgpMT9DaXfr+pa2EqK1Q6EVfwxXT/FgoFZ/3gW67a2gN6/RSVq10cpD8zprpQzXJV18v0fXzqU5+Sjo6O8jnoz4Fv29dVN5ruGT1tRZDPd6Df63rqpaQmKsRp9/kcf9T9RUSk6me+56efw/DwcNVKJNVn0qkJP3qKl7Vr11Zs2OjLtkpZxH7d1ADskiVLyp85MDAgt956q7N/o/ikzwt+Xj0nubgGbuJ+Zpx71PQ3tvpDlS8HDx50fte1noeIO12nLR2V7bhdgz3qnjL1waKkSlqxYkV5QqHe7zVdL59rpH535MgR2b17d2i6QfX9mNp2+Xy+aoVJWDvDdG/Y2mzz5s2TPXv2VPz9/v375fOf/7yIVKfpEZlYkWMqr/Xzst3XwftAbWZ97rnnVtXDrviN/rPg9ailX4VKuVItrU6gQYK7I59++ukyZUr4ONP27dvrfVipOnz4sHEDSbU7dnBXblMhroJspkB4X19f6G7zph3ggzuY++SOtBX+tvcdHh4O7XzZ2AIrpkCg6TW17DoePE+R6t3j29raEtuQNHjd1YaXwQ3egseid7bPOussefTRR6ve88ILL5R9+/Y5v0v12cFNhFUgoB45mH07v0EHDx6U1atXV/28v78/8XzzcQQHSpLenNb1ea77Mnjfh+U1tT0npmc6jO15tX1Xps+wHU8teW3rfQ+5zkMk/DuK81zE5Qpqur5vW/AxThmrl3ci5uW7rmsYfI3rXhgYGKga9I7y97WKcu/Z6tGBgQHnQKuN6bsWqQ58qe9/ZGSkqg0RbB+Y3lfN9HZtNrZp0ybj/ha2+z6sXHD9/siRI8brrR9TlPZIf39/eQDLtKHikSNHjIP3aiPEJUuWVKW12b17d9U1NbWT9PO2HYMtUBdW9lx77bUVG1l2dXXJddddl2qZdPjwYVm+fHnogIr+zATrXn3ASKXbsbWpfPm2d23H6lNvuV5j+w6TansmwXX8tfQpar3/otZpYfVZ8PkL22PDp26M+r2Hvb/t/eIMbCchSvsuTT7H5XPv6PVi0sdhGjyM2s7Uy4mkniufMjHqM6AL+/uweElctjbb+vXrjbGXYFnvE+swnZfre7HV+/pzHKW9p9TSr2pmwXjkjh07EimPmDkPNJFgoTtjxgxZtmxZeQaGPnNh5cqVFRtF2RpeJrNmzQrddM40uh5cYh02w88128A1AyassjLN/hYRufjii2VwcNBYGYXN7K11ZoM+wmw6P5+cvj5cs0FcgZCxsTFjYF5EyoF59TrTbE1XqpOkZhUHxZkBXMvMrDQkNas5zueFzVYJyzeay+VCcxTaZuyZAlxqlqve4bXNxLCVG6bjqWU1h+8M0bjCzsP1O/35XrZsWcUGrElzzYK1zWLN5/PG1U+mMtbnWQwew+joaOg+HsPDw6EzVW3llZrttWXLlooByCuuuCKVAEWUe892Hz3yyCORO1Cm2V+9vb2Sy+Ws9cKiRYu8nkf9HtqzZ49xAMQ1O8/VKQybcen6vWumqOJqj5jKr0OHDsnll19u/Mze3l7r+6jVBqZNdoPPjS2dUfD6B5+rjo4OazsxyHWdRERGRkaqZgLu2bNHzjzzzFQ3TJ4zZ45cffXVFZMEdKZnxjXL1bSRbFS+7V3bsfqumnHVba7ZtVmYnCBiP37f8ze1ocJmg/pw9RHa2tpkzZo1Vfd52CzfQmEiRcfChQute4P4zkiP+r0H6XWv61qbNh9No60cpX2XprD6ReT1tGoq+KtWWgTLpz179tTUhgi7Pvpz4Trujo4O52oivfyqhe159f2ug4Oqvvsh6MJW1tXC1mZTe9TZ2nLd3d0ybdo0a3vWdl5hAXL1umAbZGysclNq06rlsPaeOuZaVsnjdQTn0fR6e3snRSEQLHSDaVdUx80UhDFVfD6bBx07diy0oHUFCsIaLGENbdNnhy0NVJ/f3d0td9xxR9Xv3ve+98lll11mPR9XJ9wVfIvT2K+1Egv7TJ/v3RZUOOecc+QnP/lJ+d8LFy6UBx54oOI1pobOEUsqi1oHNmrlSrvgCm7WK5AQ9t01anAgLPAX1sHL5XIyb968ihQNQa60O6bZinE6vFGeq7gDIfXsJKrvXuX7NwUoZs6caZzpaHq+1VL2egbEbNfR1rkYHx+XhQsXyne/+11nkDnqLMmOjg4pFovOZffTp0+XXbt2Oc8nrLxSg95qszB9Fnc9n++o957+PIhUzogLG4xQTM9+WFkfdq/q10/9Tl/uHjbIFNaWCCvXXL8PC5zaBNtnwfcMW6Fnq5OXLVtWPvewwRlbOd3b2yuLFi1yBoldbNfJNtgg8nrubT21Tz0G64PUfa/usV//+tfe9Ygtt/esWbMiTaDQV6WZBrdM7V3TSgZb+9dWVtnK5HoPLCfFdPw+QdAwtbTvbAN1wfcJG+Sylf1z5sypSDVlSzkRJsr3rp9DWBkSvNaFgjvFVb1kMfjn80zpwd+//du/lW9/+9sVbbVgcDTutYxyfUzHnc/ny+WfPggTbJ+nUY77nIs+GSVs9YmpnDO1m7du3SqLFy9O5NxsbTa1R52rLafyxLvaHsHz8h3AdPXlxsbGZMuWLcbJUqbX6uVv3H4VKhGcB5qAXugGZzyPj4/Lrl27vJfZhgXZghW0q6ANCxREDfSZZhsEPzusgany4YmI3HXXXcb8cbbz0c/FlHM+rHEQtVEVpRJzpaLx/cyw71355Cc/KZ/73OfkwIEDsmDBApkxY4ZxiaHe0JltyNsnMnHtR0dHjTlS6832/dQyM6sex+P6fVqdkbDnOez5Gx8fr8gZ78rxaPq36bNNHd44A1NJ8+k4RA3Cxrk3grMdbc93WgExE1Pnoq2tTebPn++813yeRdv1MgVT1e9N+fx1PsGqQqEQeQa3z+99uMov0/0WfB7i5nI1PfvBVB+Kunam1GrqXvVJfeZa9afzCSSFzSjUf68GDUUm9iPp7e2VF154wTtIrwfm8/l8eZAirO0VnJ2mfqbadj6DM6bVb+qZq6WOs10n12CDqT2Q1mC9/oz63k+23N6unN86/TlfunSpcXAruM+GuldtKxmSCKzXc2C53mo9/1rbd/r+Wrlcrrx/hq3PEhRW9tejTaG4+jdqpnBYXytOELAeshb8C3umTMHfb33rW9Z2SK3X0vf6mAae1YbZPjnzaynHo+xFZ/u972QzEffqkyQG/dTx2M4pyh51QaZ7y7VHiO+5+PTlTDn49bZJFgd2WwU559GU6pHjKctsecuCVqxY4bWhnk+OyyiBA9tGWK5cprXklAvLpapeFycIos92Cmsou3L2JRVQDcup7PuZPt+7KX+tfgyqU25agqkHXsI21q2nqPdYvXOJh+0RYTrepHLd+jLNaA0KS4cVpIJuIiLTpk0zvp/p831nyqR9P0UR9Tht+cE3bdpU3pSq1rymjdpXISwXrun7tj2LfX19smjRIu/8qvqy+7BnrJZ7qpbc5knWEa5zqOUYTM++qXzv7Ow03ofr1q2TJUuWyEUXXZTYfgNRzslnRcPIyIg8+OCD5fR3+vktXrxYdu/eHWvPG5VrPmy/AxF3XlfXudjKgHXr1snKlSsTqeOCn33kiD0nvy14n9Q9Xy+1Pqe2slykOoAU9VokVf81MnVfLRq1V0zY/lphkij7k/jug9/77t27nTm2XZ+X9b2bGiFqWyZspnda1zKsXyKSbL7/pMqwsOtq6qcmmd8+zjnFLXf1uIRr1abvnlT/+q//Kvfee6/x82yrlkXC2yaTETnngUkqbKRTROS2227zyi9sGo299NJLK0bz9dF7V6USHN32DeLGncHT2dkpmzZtquhAm/427vJH08xeG9sotUolkUQjWs+jZ1ta5vOZ+jXP5/Py4Q9/WL73ve+VR8p7enqM56wvu1Ydbv2zgsvJ9ZmGac/gjTojIomZaTa2QaXg8ZiOt1QqVXz3mzdvllKpJCtXrqz5mEzHGNbwsi2/t+WM//KXv1z+t8/mwFFmyjRyRriL73HqQS7TzMoNGzZYZ17q97J6vm2Dl42a4eIqi23ft62+6+npkY0bN8rMmTNDZ0ub3tdW7ySxOmVkZMR5TEnN0NJFeS5qmTnb3d0t8+bNq+jIl0olyeVy0tfXV+4o2tLPbd26Vc4444zEU5/5nlPYjELTZvP6nix79uyRjRs3yvXXX299H9OKgnw+X763TLPP9TZS2P1oOxfb6pm5c+eKSHKzr4OfbUqNoAYVC4WCTJ06talmatc6u9xWll944YWyd+/eip9Hve+TSusRZfZxlgL59dorJuwcbd+p73dXa9kfp+1jOif1vReLxXKaFdv7ua51lHIkS/dPPUVpy+jBT12a7TXTakJb29JVJvp8z0m24W3X1ba5ddQ97qKUjz7nlMQqe5988r5pW21cq5ZFwtsmSAbBeaAJ6IWuSZTGnt7wOnLkiNxyyy3G9/NNo2KqpLZu3WodgY7a0PYN/CvBhqgtD3YtTI2DfD5fDpKLxGt8RMmjJzIRDNi1a5dXXtfu7m554YUXyjNm9u3b572ZofqdvpGM/lmFwsRycttSyHvuuUc++tGP1r1ijxqI8G2kRe1s2Dbo04/HZwBOZCLItWTJkkSvn23Dx3nz5lXk2bVtJGjKGa+rdXPgegU3k+ZznKayzPbdj42Nya5du7zuZVWmmgbr0r5G+nPi+6yovzENNKjyZufOnbGDjK5NbMPOwUYNvunCnu8kOuG2+y1YzgbPo5YAl6kjPz4+Lu3t7eX3mW1Jb6b+bUt9Zsv17aPWlBCuMjpobGxMpk+fbn1WgzPM9A1Jh4eHpbu72+tYowRPg8LusVoDEabjNL1fMJ1MFvNE24Tt+eHD9h1ceumlsm/fvpqf/7j3RhxZXKkW9/xt96pP/6bWsrvWv7cN/Nra0mHfm29bKuogd9TjqIesDQbYrlUw+GnbZyINtn7HoUOHKmbuu8px3+85iUGq4Ofbcrmb/s4VQK+ljvI5pyQGJWrdENxnr0GVGlgfzAtKs/6ZzPKNPgAAfrq7u2VoaEj6+/vLwZqgODOgOjo6pFB4fdM0/f30mduqQigWi1Xv56qkVIBc/7vgMbjYAv8+QZOuri5ZvXq1dHV1yeDgoPNzolCNA3Xd2traZNmyZdZr4MMnj14ulyt/Zi6XM77O9pmmGTOu66h/b67vWGe6p0REbrrpJrnoootkYGCg6ndJMn0/YY3e4DM2NDRU1cCMcz/ZZjPm83lj7mN1vCrHn07N2EqSbWbYihUryudoOnf1/KrNjUzfd1CUZ0FnK6PSmmHkK+w4bWXZmjVrrNdvfHxcli5d6nUvFwoFufLKK533cb3FeU70vxGZWEKrGxsbk2PHjkV+toN86h3fc7AFdvVjilMe+XCVs11dXXLttddan9u4s9WC9GewUCjIFVdcUfW3bW0Tec97enqqyjWV67aW+tl1TmHfpa2Mtp2D/j1eeeWVFc/avHnzKs5RDUyqelS1uVTbKCk+91hYHReVz/vFvd9cbG3KuPR7ZHh4ONYx274DvY7M+ioCWzAoyfs1bfq9qlbi6pMSDh8+XP4bFRAM1s9x6pu43/3g4GB5wE+nyvhgeebzvSXRlgp77htx/9Szv1cL27VS5eLKlSsTK5OjlouFQkHWrl1b9fNt27Z59dejfM/Tp08vp/hSfO8703frW5f59Fvr2SaK0m+2ca3MFKn83k3nEtbGaWtriz1pLum6GMycB5pKcHmTvllHPWZAmTYws41022aHHDp0qDzbOp/Py7Jly7zS7wTFGXFPIw2GPkotIhUz50X8Gx/FYlHuueceayBXz+s7MjIiPT091hl8ps+Mch1tm5OaVguYZj26VnvUO0WLEmdGhG1mQJx0JcGBL/2aDQwMVM3y0I93z549snnz5orX6N9tEjOFbLNnVFBp3rx5oeeuVmVs2bJFbFvZ1BJMT3rWZ72EHaftGZw7d64MDQ0Zn+u2tjZZsWKFrFixwvhdu5awpy3uEnzT37hmyHd0dNRtRm6Uc7B1enp7e6s2ja3HLGJXOTs2NlbejyTsPOJ8lu0ZXLFihZRKpaqcxsFZanoamXrUzyJ+36Wt/AsynYNtFmFYCrN6ziitx8x8W67eqCtjkpL09Uu6rRh3A8A0+LYXap3lmhWufaRMqzvVpAS1X06U1boucb57nxU9+r3q870l1ZZyPfdp3z9ZT3sYVkYmUYbGLRff+c53Vv3M97vy/Z7Vsem57X3uu7DvNuzva1254uLzLNX6+WErM32+d1cbp5a+VBZXV7UCgvNAk1EVlR4A6+zsrOl9TY3HYrHoXamYKil9Q7Dx8fFyyoUohXicyi1uQD9qx0lvHMRp9LpywbW1mfPotbe3e83IDvK9jrbG0NDQUFUgSM16tOUonzdvntx5551y++23Vx3Pli1bEk/RoksqcOBzP9kaKr7LL/XjdQW5XJ8XlXp2bUGlAwcOhJ67WpVhC8zXOoAoko3gho+4+VoLhYmUUKZyVL2XWmrss/F2I8Qpd21/o2bI28rTWp9tW3kf5Rxs36fayFcX95hddZO63+655x656aabnO9Ta4DE9xlcuXKlMWepyMQ1mDlzZmiuW5ckg4y2AQ61Cbdt3xz9c8OCaYcOHZLZs2fXPYiUZLDcVMeING5juHoE4eoRSLR9B40aNBWJ1l6oZ0CrFlHa6MHztW1ebZuU0NvbK7lcruI+c6Xp9BH1u7cN/OqC96rv91bvtlQS90+U77pVBpPiqqVcrOW7sgV9g2lxTClV8vm87Ny509oPCqr1u633xJ6wZ6mWzw9bmSkiXt+7LT5jatu4BjRNx5bVAbFmRnAeaDKmiirK5kQueuMxaqViymVvalyOjY3J9ddfX5XT2nVcUSu3qA2OpAKdURu9rlxwrkCu6fxsM7IV3+voagyZNga0VcphG9CUSiUZGBiQK6+80nJ1siPsfnI1VGrpCNmCXPWY7ad/r+ocFyxYEPos2Z71FStWyHve857yBoG1amRwIwpXcCbsGQzbgFlEjM9VFhrHcTp6rr+p1wx5V3kf5Rzq3fELO9bgcXz0ox+VLVu2OAM6SQTYbPe2aTa17TrUEhCoR5Ax+MxNnz7duKlcmIGBAee137Ztm5xxxhlNE0Sy7UWiBy3TLHPqEYTLaiA6SVHbC2mUa1FFee7189U3d1aTTdasWWNc7Rd342pVBsYtQ4Jsbfzg8ycSf1+JeralXMfhE3SP2h+zXSvTM5y1vPRJqKVc9LlnbNesUJhIi6Ov8N22bVt54pUtZnHs2DGvc0uifK73YFTYsxT38239KrUy07a3m+l79zmGsAHNOHtXIDpyzgNNRlVUQfXsSETJURpsmB45csS5HLNUKsny5cu98wJGzZWqGhzqWrkaqUnnRywU/PPX2Srf9evXO8/TdH49PT2hgx0+1zHsHjNtDKgqZcVnAxqRiTRAzZCrLux+cjVU1N/Hzbtr+tuwz4tjzpw50tPTU3WOPvlybffMihUrZNGiRS3TWPPNr+h6nW+e5tmzZ5dnxYu8HhxzPVe13gO1ilLu+v5NLc+OSVh5bzoetXoh7vdZr2MNMh13V1dXpO8irqj5fuPcJyL2gHEwT3Tcz1H32Zw5cyLfb8ViUXbt2uV8jTrmNNtvtbAFVZKud6KoR/s37r3YTOK0F+pZrkUVtY0eNut8bGxMBgYGrKv98vl85PssWAYuW7as5tzntjZ+2vtKxGU6Dp96Ik5/TF0rfT+T4eHhin9nNS99rWotF133TNg1c6XFSeLYkiqfk25HRhXn823XTq3MjHptXcdgGtDUJ+AlvXcFzJg5DzSZRsxo8ZlhYZolrW/+oiuVSpFmXZmOw2e5f9hodSNHgG2zAnw2Z4kyGh8lR2zYPeYzkyGsc6REvc5pzHqxfUbcdCX1UK/PC8uXOzIyIiJSlbbDt1xq5llLvrO5fGc6h52/LTjm4roH0rr2cWYJpZmyyKe8D1u9EOf7rNexBpmuYzAtUj2OMe4qnjjfue2ZUHmiTc9jGvdW2GQEkcoNZbM0I9kmzszdepcx9Wr/NkvKtLjithfqObs6iqjloOl8g/L5fNX+UIpphVrYfWabjJLEikbTfZn0vhL1EjwO33oibn+ss7NT8vl8+W/Vnknq/ZNYbZrV9msS5aKtfx1nz5a4qzlsWr18dq1MCEvtmFR96DOgGXwGGxGLmiwIzgNNKGsVla1hGtZZFaks8KM2fKIGwWzvn3ZgVT++Wiq4qAMnPktERdz3mM8xP/roo1XvGdaxD5NE6qGweyzsM2zXO+2GSj0/z3aOw8PDzmsTVi418+ZBUTYETirdkG9wTHHdA2lf+zjBgbQCCr7lvToWtaG5SPppPOLUTfp1rPd1rWVwO+qx2YJueiAm7HN82hpRUlSYjiuXy5WDRcFnM2vtNxtbHSNiDlru3Lmzan+UepQx9bp+WQlo1kOjAilJBTOjloP6+eopGpYuXSoDAwNVf7d+/fqKiTG+95krsFXrRB/TfdmM96pvPRG3Pxb2/r6fb7tns95+rUe56HPNfMoW2552UY61Ge95H2H3Vdj3GieVrm8cJMj0DDZLW6bZ5Eq23duADCsWi7Jq1SoREdmxYwcFQsr0wv3gwYOyevVq6+vz+bw1UN/W1iZDQ0OhgT/TMXR1dVU14GwbNoVVgI1ueNVrRkbU6xT1vU3HbPpMEZF169bJtGnTYl3nJM4j7DtO4jPSnlkT5fNqObZar00978M02Mq4/v7+8sZXUV7ny2dDRtvGTkqzX/t68C3vk/4+42h03RQm7ftrcHDQuHm1iEhfX58sWrQo9O/DrqdpJWDYtTe9byt0XE31hv6zgYGBqrzDk72MyaI02ydJl1tx3s+2uaGIJFpm2dq8tb5vo9TjPolST8T9rl3v7/P7gYGB8oqK4OdO1jZUlPOOu1lzFts0aWlE28l13a+99loZGhoq/zuXy0mpVJrU31GYesQjmTkPwJut8dLZ2WkdcW1ra5OdO3fKsWPH5NChQxWbL+Xz+Ug7jgdFma3nM5u10SPA9ZoVUMusxjC2Y7bNIpo7d27sDR5rPQ+feyCJa5X27A7fz6u1Y1vrtannfZgG39lcSa/CibusPajZr309+Jb3jVxVpTS6bgrjOys3qYCPbfNqESnnZPbdKNJUD8RNUWH7nsJm5mfxOw1Lgxf8WbFYlC1btlS9R5RZqUhHWu2TpDesF/ErB8M2pQ7+d5IrCfQyUGnGVA/1CpxGWb0Rp84Le3/X700DvsF7drK2oaJ8Z75lSz3KhmaV5n0Vdt2LxaLs2bOn4m9yuZzccMMNMn/+/En33TQSwXkAXlyNl6GhIWfDVG1S2tHRIUuWLKnIW61m3tsqKJgzJmQAACAASURBVBExNtCiBE18K8BWXDbne53COs1ROtVhnxnnOtcaJPO5B7IQiKuHOI1hvYO2du3amq5Ns19b305KlM5MlM92BcfCZPnaNzJYZ7uG+jFlIa9m1uumtFNaqc2rXQEV34FjvR6wDS4HX6tep59rPQdL0xL12I5Y8u3n8/mKMibL5wy7OGV0vYJOrucr6v2V9KBn8P18UmFlUb0Dp1GueZw6L04KEHXOpjJM3bNZbkPVW9LPyWQd6DBJ874Ku+6m34+Pj0t7e/uk+14azb1bIwCIeDVegru979q1y7jru8hEg2vRokWyaNGiqqBoUFtbmxw6dMi6S7wKmqi/cwVNbO/vUwEWi0U5ePBgxS7ljRD3OHyu0+DgoPU6+/w+zmdGVet7+twD9TjuLHA1ykxMHbStW7fKmjVrYl+bVri2wTLOVLZFfV1asnrto5YrjTqmrH2fWVUoFKSjo8M4Y94U8Ilbp6q6sLOzUzZt2lT1e1fZ5lMPmF4TfK2rXeJ7/D7XoxFtjzjfle16rV271roaodZ7AOmIW0bX0uaOI+79ZSuz4lLvN2fOnETfNy1R24pxuK55EmVe2Heq/941GKvu2ay2odIS5zmxfZdplw1ZluZ9FXbd+V6yg5nzAMpsM2R8Gi8i8Wf3mWYnrl27VrZu3ZpIKpq4sx+zMtOr1uNwXSefpW5xZtLUIxVDrRvf+NwDWU8hEUfU2Rm2DtrcuXNlaGgo9rVphWvrW8ZlbaZz1q59Fpc2hx1To69Zs0pyplytK3p86gH9NcH39WmXhM009rkejWp7xPmu9OuVz+fliiuukBUrVtT0vmisWsrotFccZfX+arY0To2cId6oMs90ziLVgdJGtqGa7T5yfZeFQkEWL15ckdt88eLFTXFe9ZDWfRVWJmdllSgIzgP4P67K1LfxUgu9gvJtbPsGTeIEdrMQPErqOGzXKc5SN99OTz0CWrWmDfAdzGmlBknURperg1brtWm1a9tMsnTtsxhMiXNMzdZpboSkAj6uFT3btm3z7lD61AO2FBW2e2RkZETa29vl0KFDVceiB5jCrkcj2x7Tp0+XfD5fsUrS57sKu6aTOS1Es6q1jE4zmJnF+ysrk3uiaFSArpFlnmlwcdmyZbJixYqqz25EG6rZ7qM4uc337NlTsdJqsknrvoqT9gnpIzgPwGvGoG/jJc5nByuC4Psl3diOUgG6OuGLFi2KfQxR1TuIFdapyWKnJwwzYKtFzfXJDIr6muxB3SyWK1GPqdk6zY2SVHmS5Ioen3rA9hr9HsnlcrJx48aqtH+2AFPY9WjUwJW6n/XAvO935bqm1CnNJ4kyOq32Vtbur6xM7omjEQG6egyMR2ljZTUo2Yz3UT0nfKF2YWXyZO0jZwnBeQBelaVqvOibudYibOlbGo1tWwPOtlqgp6cn1SBMvYNYrbjUrVUbf7UGdKM0urLaWWkFBHWzWa5EOaZm7DQ3UhLlSZQVPfUa/BoeHq4IXudyORER4348IvZ6x3U9GjFwpd/PIhMbuu7cuVPmzJmTyGdQpzSXLJbRuuBznqX7q9nboGkH6JIeGI/TxspiULIZ76NWnPAFpClXKpVKjT4IIKpisSirVq0SEZEdO3ZktpJqFsViUbq6uqoqy6GhoYprm2RQyfcz6znD1KeB19vbW9XxNh1nPaURzEtyFkqj+d5bzYSAbmtoxXuzFlksV3yO6eDBg7J69eqqn/f390tHR0e9D3HS8ikH61VWmp7dMHGf7bTLe+5n2GSxjBbJdpuIej463+8z7Nq20rVv1nO59tprK3LKd3V1yXXXXVf+d5afXSCKesQjmTkPtJC4jWifGTJJzxT0nREQnM2QZCfB53y6u7tl2rRpsmHDhtDjrKc0ZgS10lK3ZpjxFQWzdFtHM86ESoqp/M5iueJzTMz+aoywurCeZaXp2XXJ5/Ox6520ZwHX837OanAXfrJYRme9TdRqbdA0+JZ5kyltSjPeRz455bO0ygXRUJ/XH8F5oEXUOhIdVlkm3eBpdH5f3/OZP3++13HWu8LKYgcpy1qp8ed7r9Joyr6kgmDN9l232kypZuw0twpXXZh0OyX4nJmeXZXWxrQIWf0urjTr/Hrdz6323CMbmiEA20pt0LQkMTDeagPnzXYfxZl4Z9JsbdzJgPo8HflGHwCA2tlmkRSLxUjvUygUpKOjw1gRqgZPUC0NHtUZVO8ZJ79v1PML8j0fn+McHByUrq4uWb16tXR1dcng4GDs40JyXPdzM/G5V7kHm0OUcs+m2b7rWsrvYrEoBw8erKmsr5fu7m4ZGhqS/v5+GRoaopOSAUm2U/TnbHh4uOLZzeVyksvljIF5kWTaKWlK+n6uR7sNEEm+P1IvrdIGzZKwNlQSbaysaab7KIlns9nauJOBqz7Pcju9GRGcB1qAa6Q6KfVo8Ph2ButxflHOx3WcdEBRb2H3Kvdgc6klCNaM33Xc8rsZOmjN1GmeDJJqp7jSZgwNDUlfX5/k83nrRrBK0u2wekvyfk6jXRoFAYTW0YoBWPgLa0MxcN44tT6bzdjGnQxs9fnAwEDm2+nNhrQ2QAtIaxlfPZbXNTK/b5TzsR1nMyyvRfNz3avcg80nbsqKZkxxFKf8znpOYWSXT176WvIad3R0SHt7u1f++SzO5k1DsViU0dHRzKSXYDl+62m2dB9IVhb3ycpSu6uRank26c9k0/Tp040/v+2222inJ4yZ80ALSHMWSSNmCtbz/Go9n2ZZXovmZ7tXuQcnj2ZMcRSn/M7arFs0F1tZ6ftshD1npt/ratkQtpmpa7xhwwYZHx+XfH6iq9mo2c1JzsRk9n22sHIJWZG1dlejxX02k+rPUFYn69ixY8af005PHsF5oEX4LONr5soqq8sUWV6LRuMenDyaNcVR1PKbASckLcqzETWvsS6fz8vAwEBm2ilp0a+xysff19fXsHZbUgN9BN+A5lXP/m9W213NaDLuy9QMTG3yfD5v/Nno6Cj3fg1Ia4Om19PTI1OmhN/K27dvT+FoGsu1jK8VlvU2YpmiD5bXotG4B6Nr1iXIzZriKEr5rTpoep3V6HNA84r6bISVqcHfHzp0SLZt21Zxr86ZM6eu55NFpms8Pj4u7e3tDXt2k0iL2Cxptpq1TnNpxXNCuurd/81yu6sZ1dKfaZayutnY2uQiUv5ZLpcTEZENGzY0bZwpCwjOA5MAlVX9ZXXgAJNHve/BVuokN/tgpe27Tmv/kTQw4IQkxXk2fPMad3R0yJIlSyb9vdrI8sdWPyUx0NcMwbdmr9NMsn5OrdQmalVp9H9bqd2VFfXelwnR2drknZ2dMjIyIj09PcSZEkBwHk2vt7eXBz8ElZU/GttAtax3kqNo5cHKVptxzqAnklKPZ0NvL0z2e7VR5U9Y/VTrQF/Wg2+tWKdl/ZxaqU3UytLo/7Zau6uZZb2sbnamdk6hUJD29nbiTAkhOA9MAlRWfmhsA9Wy3kmOqtUHK5lxDpgl+WzQXjDzucZJToLwrZ9qGTzJevCtFeu0LJ9Tq7WJWlla/V/aXZUaNdEt62V1qyLOlByC80ALqeey3lZHYxswy3InOY5maETW2rFhFi9g5vNshD1/tBfc0tz/KK36KcvBt2ao06LK8jm1WpuolaXZ/6XdNaHRA9dZLqtbFXGm5BCcB1qEz7LeefPmyYEDB2TBggWTcrMyl3o3tkmXg2aV5U5yHFlvRKbRsaE8Asx8nj+Cc/HUY1Ajzfopq8G3rNdpcWT5nFqtTdTqCNamJysD11ktq7MqiT4Bz1kyCM4DLcCnMmz0SHbW1bOxzbVHM8tyJzmurDYi0+jYUB4hyxo5cOTz/BWLRRkdHSU4F0M9BjVasX6KI6t1Wi2yek7cc82HYG06kirjmUCSniT7BDxntSM4D7SAsMowKyPZWVavxjbXHq0gq53kWmSxEZnGCh7KI2RVoweObM/fyMiItLe3y6FDh2Tbtm0yNjYmuVxO8vm8jI+PE5zzVK9JEK1YP8WRxTqtVlk9J+45oFoSZXyj2wGTCX2C7CE4D7SAsMqQJdh+6tHY5tqjVWS1k9xK6r1cnvIIWZWFTqLp+cvlctLT01P13JRKJcnlctLX1yfz58/n+fFQzxnH1E9IG/ccUKnWMj4L7YDJhD5B9hCcB1pAWGVIfkR/STe2ufYAfNV7uTzlEbIqC51E/fnL5/Pl4zAZHx+X9vb2quNjSb4dM44BoHXVUsZnoR0wmdAnyB6C80CLcFWG5EdsHK49mgUBpWyoZ/CK8ghZlZVOYmdnp/T29pb/vWHDButrTcfHkvxwzDgGgNYVVsbb+htZaQdMFvQJsidXKpVKjT4IIKpisSirVq0SEZEdO3ZQiHgi+NY4XHtkGQGl5hWnbKE8QhY1uhzSP3/t2rWyZcsWGR8fr3qt6fiKxaJ0dXVVBRaGhoZ4zgAAk15YPd/odsBk5OoT0F+wq0c8kuA8mhLBebQ6KkOkhYBS86ITg1bTqLrPVg7+xV/8hdx5551Vr+/r65NFixZV/OzgwYOyevXqqtf29/dLR0dH8gcNYNKin4Bm49vf4N7OBvoYbvWIR+ZrfgcAQKIGBwelq6tLVq9eLV1dXTI4ONjoQ0ILc+V4RHbZNs4qFosNPjIgvkKhIB0dHal3yG3l4MKFC6Wtra3i521tbTJ//vyq91BL8vXXsiQfQJLoJ6AZ+fY3GtUOwOvoYzQGwXkAyBAqQ6SNgFJzYlAFSI6tHJw/f75s3Lix/DtXTlaVv9XntQAQB/0ENCv6G82DPkZjEJwHgAyZTJVhsViUgwcP0qFoMAJKzYlODpAcVznY3d0tQ0ND0t/fLzt37pSZM2da6y312r6+Punt7ZXOzs40TwNAi5tM/QQkr5F9L/obzYM+RmNMafQBAABeN1l2qiePXbZ0d3dLZ2cnOR6biOrk6M8R3x0Qj6scLBQKMjw87FVv+b4OAKKaLP0EJC8LfS/6G82BPkZjsCEsmhIbwqKVZaHxVE9sQAokh42zgPqLspEd9RuAemr1fgKSR92EOOhj2NUjHsnMeQDImFafVeBakttq5wrUW6FQ4LkB6sy33qJ+A1Bvrd5PQPKomxAHfYx0EZwH0HCMylZr5cqQJbkAgGbiW29RvwFIQyv3E5A86iYg+9gQFkBDDQ4OSldXl6xevVq6urpkcHCw0Yfkhc1M42NDIABAM/Gtt6jfAABZQ90EZB8559GUyDnfGpo1/x25HpPBigkAQDPxrbeo3wAAWUPdBCSDnPMAWkoz5r8rFovlwLzIxPFu2rRJOjs7M3vMWcWSXABAM/Gtt6jfAABpCwu+UzcB2UVaGwB1Z0sBo/LfBWU9/51rQAEAAAAAgDQ1a6pYABMIzgOomSv/uquh0Iz575pxQAGY7NgjAgAAAI1Q73aobWU37V6geRCcB1ATV/Ddp6HQ3d0tQ0ND0t/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" ] }, "metadata": { "image/png": { "height": 372, "width": 755 } }, "output_type": "display_data" } ], "source": [ "lc.fold(period=3.0712).scatter();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see the hint of an exoplanet transit close to the center, but the motion of the spacecraft has made it difficult to make out above the noise.\n", "\n", "We can use the `SFFCorrector` class to remove this motion. An in-depth look into how the algorithm works can be found [here](https://docs.lightkurve.org/tutorials/04-replicate-vanderburg-2014-k2sff.html). You can tune the algorithm using a number of optional keywords, including:\n", "\n", "* `degree` : *int*\n", " The degree of polynomials in the splines in time and arclength. \n", "* `niters` : *int*\n", " Number of iterations\n", "* `bins` : *int*\n", " Number of bins to be used to create the piece-wise interpolation of arclength vs flux correction.\n", "* `windows` : *int*\n", " Number of windows to subdivide the data. The SFF algorithm is run independently in each window.\n", "\n", "This [tutorial](https://docs.lightkurve.org/tutorials/04-replicate-vanderburg-2014-lightkurve.html) will teach you more about how to tune these parameters. For this problem, we will use the defaults, but increase the number of windows to 20." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "corr_lc = lc.to_corrector(\"sff\").correct(windows=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note: this is identical to the following command:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from lightkurve import SFFCorrector\n", "corr_lc = SFFCorrector(lc).correct(windows=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now when we compare the two light curves we can see the clear signal from the exoplanet." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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t2DfR7helU+ehlhbTgNrbOyRQ7r7xSjnfOa6qaqc8HQWqmjNBzuJRcpf4pJYkzjPx3A/H2rex/n+kHAM5guA8gNgy8CRwjEDxVq7T2UPG55O6uqSPPjKBiP7+09NrajI900pKTOVn8WLKL5ACV7dX9TN3qtEzRpXjBuQc6FP95Ca5zp9ubmhGUuNXOgN6PB8jf6Qr2JRsEDRXRozZqX6Zjak13G7TQWDWrOzvF5/PTG+0ebN0/LiZVufDD6WGhuR70Kdju0Tb7tOmDf2OWN85/P/pEJQ70t17e6RdT+Mp63bZJlblI9p1MXAeevdd6YMPTID+yBFp/XrphhskSa7L56l+2UdqXNOrypKxchaPUv2MHXKt+k1y17B4r9OJnvcC7LK/EURwHkB0GXoSOEaoeCrX6QpaBG7qDx407wcHpXHjhqYXrvxmewg5bG1EdKxL9490u1U35YhqLvfKu7dT7unj5Kp0SzffbB5wmLcbMox0BvRy+fkYI+JASlDo9TDQOBzosZyIWDfm4ba9XecRDmW3+mU2GjSs3C+trdLOnSbg1NVleoXu3Gk+r62Nvm46j+/haSWy3VPNhxXnKc6N8Qt3rkt2++Xy9TRT7LJNrMpHrPNvX5908qQ0MGD+dXRImzaZaeQ+Xqbu8jGqmTfGFMkSnwnMh17D1qwxz3mJpy6c6euBXfY3ggjOA4gug08CzwgqufYXT++NVHvIBG7qW1qkV1+VCgpMpWrqVNNzt6bGLBeu/JaXm2B+YBhnulFGc4adOm1mTCZ+5Mc3FK7GRrmqJ55KN1aAJx+53WbETqSRO4mmlQu9nYcbEQdSklwu8/yAp5/OzPaJtu3jvc5adc2KVL9sbZXGjs1+frIVOM/w/M5p352ZmrYrNK14tnuq+bDiPGWDc2NOV0lT2X65ej3NJLtsk0znI9HpryTzeskl0uuvm5FF/f3S6NFSYeFpMY/gbW7LsGvYu++adXy+U6NIY5XXTF4P7LK/EURwHkB0GX4SeFrZoJKLNEpluHHgpn7vXhOUP3bsVGNSbe2pitTw8ltSIr35pkkjE/M5U0Zzht06bWZEJn9kojcUOR0hiGLXLunoUdMbVUotoJcLvZ2HGxEHUgoyuX3iSTvWdTbcNSvccZ2JHsvh6peHD0vPPmsCIlZcQ7P1YMRo+yWFbd3UJDU+1yt/50dyjhuj+s+MPrX5pk410+l0dEgnTpgGxVmzzOeRZGvarljbPdV8WHGessG50ZZV0njLd6rbL13X03yqu9iljpHJfMRT6COdfz/1KdNTvrnZTPk1bVr0mEfoNaylxZSV3l5p+3azbry96DM1/ZZd9jeCMh6cf/LJJzP9FWE5HA599atfteS7gbwS68RtlxO7DSq5I5JdK6WBCtH06WZuwPJyMwRx+vShFanQ8ltebgLzEyZIW7akvwwNL6MVFaa3ZGWleQ9bycigILsdL5ke+RTvDYXVEYJM7ZfAMe/3m2DixIlDR+4kI13BwWyVRbuNrrObTG6feNOOVBbC1atWrTLXytDguJSZHsvD65d9fSYg0tZmbT0vnvNapo6vFM6VPp/UuOoDHXjrkDwnxquqtEONR89UTUOlyaLLJX35y2b/dnaaaQA/85no+c/WtF2B/4+0PVPNhxXnKYvPjZbeNkU6PhIp3+nYfqleT62uuyQr3PYPfFZTc/qDllNJN1npGEEd7jem2qDzmc+cvs8jrRt6DSspkbZuNcH5vr7ketFnQrYanBGXjAfnX3rpJTkcjkx/zRCDg4ME54F0SvVJ4NlAACD77FwpDa0QjRol7d4tzZwpTZlyekUqUH6bmszfW7aEL0OpVjpDy2hbm+l5MWWKtGKF9IUvWLftrA4YW/39EaR9UJAdjxc7jHyyumE1k/sl9Jjv6zO9UYuKUr4u+eSSVy65JSWVSjbLYobLmE1PH/HL5PaJJ+1oZWF4vaqlxQzlP37clOXA/LkOR/IB80jHf2Wl+c7QQFFXl/Q//2N6Ltq5nvfqq2a7lJSYh7um6/hK8Vzpbe2Sf+duedomqrurW57e0arcuVve1lK5aseahRKtz6ez/EZK6+DB2NM+pZoPK66FFl9/LbttinTOiXUuGF4e07X9ku2VHO/xmMhFKhsXtHDbX0q9TpCpKRKT2Q6R8hJPoY+1DxI9RwaWb201o77a2k7vRX/WWdZ21spUz3wkjGltAMQn1onb6hO7HYJMI4nVAbV4hHvYXrSH0NbVmalswpWhWJXOeCrUgTJaUWEC8wUF5qZz2rTTt122Ik5WB4yt/v4o0jooyK7Hix1GPlnZsJrp/ZKB61LKh0y2y2IGy5itTh/JnrNT3T7RvjdW2rHKwvDyW1pqpmf68EPT2BSYCk5Kvnd+uOPf4TCN1qWlpwfvwh1PJSUm2GGHFppXX5UeeMA0XnR0SHPmmM/TcXylOBLCLa+c8qtKHnl0hqrULqeK5ZZX0thT6ydSn0/n8R0urYULpXXrYp+vUs1HsusnetwPX97C668lt03RzjmJnAsky7dfXMdjIhepbFzQwm3/VBtYI6VrVR03Wl5iFfp490GiMQ+Xy0yp+pnPSM89Zx4q29trGrvb203gPt7OWjnfIwHRZCU4Pzg4mI2vATCSWV1JG2lyZaRCuApUpIpNpDIkRa90JlKZq683vSOmTDGB+fHjzRy61dWntl22Ik5WV6at/v44pG1QkJ2PF6tHPlnZsJqNaX3SeF1KyyFjRVnMQBmz1ekj1XN2stsnnu+NlnassjC8/Pb1mWnfAutUVZllHI7ke+cPP/4rKsxIt+pq6f33T9+xw4+nGTPMVDt2aKHx+Uyg68QJad8+M0pm2zbpnHPSc3ylOBLCNbVc9bP+rMbOyao8vlvOCeNUP8sj19SL4/tt2Rg9OzytcGW0vNz8zsDUR+nKR6LrJ3rcR1reouuvJbdN0c45iZ4LpOS3X7SpvNI1aiSRi1S2Lmjhtn+8DayJpmtVHTdaXqZNi1zos7UPBgdPbfPycmnHjuidtULZqkcCMiHjwfmnnnoq018BwG6satUN11Pa57M++JWP0h1Qs0tP8XAV/ZaWyBU9n88E248fN0H2WJW5ujqz7ooVphIWWCew7bIZcUrH8M5EhaZnp8p8FAkPCor3wYZ2Gtlj5cinQIQgMA1E4O9o+UnkgXHRlguzX3xdDnl3npS7xCdXRYo3+lJywYMI6Q05ZHwD8uzsVWV5obzeUfHvvnjLYrqP/TSXMa9X8veclGdnv7r9o+VpGVRlSae8raNOTdGRDek6Zye6fRL53khpRyoLoT3Rh5ffXbsiN2An0zt/eITwxAkzFd3+/eGvC8PreatWmbzu3WueKWNlA28gTx0dJjDf12ca4AOj9lKV6kgIl0t1X75INRP/JK+vRG6XR64br0tPEDqR8hvr3BL4LLA9Q8toSYl5NpBkRjqGjqoIpDltWnz5CCfW7wh8T0lJYsd9olO2xPr+NJ2Xs9I2EJrnaNefRM8FAYmeOyOV50QDn+EaLy+44NT/J1LHjbRsa6s0dmz6dk647R9PA2sy6SZar/D5zO+VYj4gNephEC0vPp9UVmaerTH8uMv0PUngHOD1nmpkPHTINEIdPhy+s1a49W3RIwGZkvHg/KRJkzL9FQDsxOpWXZfL3DzGmp8yn1jVGHLBBWZoXqpdbuzWUzy0ou/zmXlu+/vDz4O6Zo2Zoz7QC16KXZmrqDDDFhsbTSUsdNtFawhIR7AyVLqGd8ZreHoLF9ozYJ3K8RTvgw3zcWRPquehwPOJIj2nKJD+wYNmmoNY5TLegFLIfmnaVqTGLXPkf+uQnM5Dqr99supuOTd6vtMVuIrj9wUP2ZKj8jQfV9X4E3K+2Sn34gnStHnR04/wm8OWRauv43FwH3xbzjePq8o3Tp620apyHZOzv1/uX78p3Xhd9vJrVSNjilOcSEqsJ3qsnmPJzGkAACAASURBVKrJ9s4fnmYg4D44GPm6EDieWlrM8fLqqyYw9sEHJphnVQOv223mmJ8zx/SYHz/eTMdx443py08qIyE+Xt9VUyNXInNgpzMgFM+5ZfgyM2aYrIyvlPe1XXK7K+TasuVUXj76KL5rQqpC83XihPneeI/7RKdsifX9ifzOGNdml0ty6eNllIbe57HyHDjnlJebbXHJJR9/t8KfC06eNI1vFRWp1xGjNZIkU84D+V2/3jwL4//+z9wT1Nebz2PVcUMbe5xO+SrOlndvp9wV4+Q6fNjMUR768O10zOEebYRwsvXTVOsVTU1mX+/caf6eNcsE0MP83piHQWheAmVs4cJTDcuhK4Y25CXSiSaZ+u7wc4AkXXaZmdbm7LNP76wVa32bdmhCaphzHkD62KFV1w55yKZoD1bKVMA+9DsHB6ULL5Q+9ankvsduPcVDhf7Oo0fN9l2wwAQBzjlHevFF02P+4EEzJLGjQzr//PhuHurq5KuskXfXMblryk710E2mh3WyN2zRKtPp3i/h0lu37tR8spkOWMd7PKRyPPl8Zi7J5mYzJ/Pw4alWTx+TqmjDwAM3psncRAbKRrT5TgP7pafH9JqcMMEcw9EewBZv+f14v/i271fj+kM60FkkT0uJqsq71bj6iGqurorcgz5dx0nI7/O9+ra8Jf+f3P4jck1zD0nP5ZLqF36kxpffVeX4Tjk7jqu+ep9c6/zSvLPj/85oZTEXrqE+n1zrnlf9BKca91WpcqBXzhN+1Y9/Ry7vQHL5TfaaadWomBSnOAkKFwxLpAE72mfx5nP4+vE2ZJaUmGkvCgqkY8dMIGb37lNTBmRDuDnEJVNH6O42gfnLL4+9XiLSua1jSWdAKJ5zS7hlJDVd8m9qfNYnf+EeOXd8oPrxG1Wnj3ufrlljOlFk8nw1PF8VFWbqourq2EE1KbkpW0K/u7XV1C8SnRc8mcaQeK7f8awTaX9//eum7rdmjalbP/igdO65prf08MbAGTPMCAmHw2zvRYuSK3exRmzu2pVaOd+y5fR98/WvRz+XDduGTc6L1LhvjPwOybmnX/XuTarz70t/uU60gTXVdKXojSJHj5pGiM2bzTNNJHM/VV5+2u89fDjOwcp1dabxLDAi849/NPXy0CnZhq8YbyeaZO+5wp2fx4+XPv1pcx80vLNWPOvboUMT0orgPID0sUOrrh3ykC2RKjuZ7EUU7ju3bDHB+WTEO59orBvZRB7IGm+viOG/0+2WZs+Wtm6VXnvNvPb2mspVR4eZR37ChLgCzKZu55Lf75Lz5ZBdlGgP61QDaZEq0+k+jiKlN2WKuYHJZMA63of5RhqmHu/xtH69KRcejxlp0dV1+jZLJChip4c+RRsGvmaN9Prr5hgYPdo89CqRMtjaam6aWlpOPWQydLuFlvGdO83fgeBGpHKZaPl1ueTtGSe/o02eoyXq7i+S56hUWdEl765jkYPz6ZgaKuT3NW32q/Hw/5O/56Sc4y5Wfcdm1ZV8aLZRba0kqW7KEdVc8rrpQTrmiFzdkvwLEj82I5XFXLiGfpzHuu43VFPWLW+/5C5ol0slkueMxPObykiBeM/ZyR7PiT4jJVqQM9JxGdoTPd37PtFrmhR/Q2Z3tzRzpsmnyyUNDJi/A70SMy3ZOcSbmkygtbNTGjfOPCQwHXW0ZLZ1LOkMCMVzbgmzjK98qhr/WKADg1PkOdyvqoIiNXZcqZrz/ypXd7e5dr//fmbPV8OvU4cPm7I2ZkzsoJp0+r6Jd8qWQBn78MNTdc5Ro+L7nck2hsS6fse7TrSpWtatk/bsMXUmh8MExy+7zKwXSMfnM8tUV5ue89XV5u9EpiuNd8RmTY1pBEimnH/8O30tXnk7SuXu98oV2DeRzgfDtqGv4mw17hujA5XzzddP6lHjhwWq6dgsV1+GnocTTwNrotet4WkE1u/qijxyxO83nTuOHDHLSeb46Owc8nubmkxgPq7Byj6fKWNdXebcEHiYeWFh+HpmQKzzd6LHS+j2k8KPOK+rk+bNi72dM3F+h+0QnAeQPnZo1bVDHrIlUmA7k72I0hGMCjV8f4XMJ+r702vyXnKD3GX9cq17PnLgJNEHssZTsYm0bd94w2zblhZTcRwclM44w/SYnzBBuvdeEzSMImzd7rle1Yw6JNfU8vgqh7F6ASVSgQ9XIU/ncRTIr9d7am7F4fOMZqpyGasiHWuYerzHk89nym1np7l5lsxrf//Q+ZuzESxMt1jDwPfsMZ/39poerGPHxl8GA8H9rVtPBfcDQ8EDZS20jPv9Zrnx40+Vz3DlMony664pM6uUd8tz1Lw6nebzyCulYWqokBv7xg/rdcA3Vh5VqarrsBo9c1Uz6n/levbZUwE8t1uu4n65Zo2SPIr92xI5H0ebxstO19CQ7e7qb5FLx6TBIlMuEs1vOkYKxDpnJ3s8J/OMlIBkrg2Zqj8lM2oonuuC220aeC+//NSc81OmhJ82IpWG/XDC9aR++mmzjSsqogc2V62S3nrLXHNKS03P0YaG9FwH0z1CK50BoXjKV5hlvN0u+UvGyvN+kbrHT5anQ6qc4pd3wjG5bqwzQbhMnq8iXaemTAk/d3UkiU7fFFrGQuucY8eePo92sueAZM4TIev4fDLPaCkvNFMlha4TaX9LZhRcoLGht9ds061bTSN0IJ1Ag8iBAyaQG20+7nASGbFZUZF8I6vbrabDlWo8doH8xzvlHBin+sNHVBfYl+HOZcO2u3dvp/yOj/90jJHnxChVDgzKO/YsM+WQFdfhVOuhoev39Zl9GW7kyIEDpgwMDJx6xkSgsfXjUVCBXRl1sHK0e6P+fpOniRPNeTfa9ox27UnkeAn9/YcPm88qKsKPOI/3PihDI3Dt1BdopMtKcD70obCf//zn5WKvA/aTjjNzJlt1483fSGpZDlfxzXQvonTPUx66v8rLg1NWNL3cocaTC+TfeMQkM9Gpuu43Tg+cJBpYGV6xkcIHTsP9zhMnTKUq0HNq1ChzQzF7tqnwBSr4MZxWt3v3hCpHvy1v5xa5JnacPqw3VLbmbU/XcRQ6j2Rnp7nBqqszN7XZOC6jVaSl2MPU4z2evF7zAMBRo8xdQ2GhCRSWl4efvznU8HNbSJn27T4k79ipcne+IJeVDzmMNgz8ww9P3fgUFppjIVwZHP47Q8cn9/aasjF6tDRp0tCyUVJijr1Aw86cOWadSy4x8zuHK0dJlF9XhUv1t09W4+ojqqzoMqvcPjn6Q2FdrlPD8y+4YGh+Yk1zFPDx7/OWni1/0Wh5SmrU3eOQZ6BSlf1H5O0slqutbei68f62V189Naw7kLdI5+NI03jZ8Roaut0vvtjM2SqdmpM4kfyma6RApJvrZIP/yTwjJVQygfZM1p8y0Qgbmt9wvZdj1UdSCT6Flpu2NnOcT5lieoJ+4QuR02ltNdfDtjbTENbba/4OGR2TsnRv6wgBoYRvG4bX9wJzQQ8vz8PKoHvhlXKuG2WKssap6vxiOSdMlPveiySXzJRGsZ5/lGojjNcb/joVR53vtG0Q+P5Yx1poGevpMe9drqF1znDzaAfKXqxzQLKNsR+n21RymRqbq+UfP0HON8epfvFk1YU+izfS+WTqVLPvJ0wwx0FhoQnEhj48OZ6G+1gijcqLNGIzyUZWn1xqVL0ODB6SR+NVNdihRl2sGrkUsaQN2zfuinFy7pOqqovkOaz/n713D27jvPJEf2i8COAj+EKLEKg2SUmEHqFsCbYjjiM7EW3Hti7sTKykrnOdzGxNany3dmb33vH8kZncqmxmdndqXJubqd25O3ujTCaVa3uc2Yy8idO2k0lMKbZkS7FFvWg9SEmg1CBFsvnAowEQr8b946CJBtB4kJaUZIZflcomCXT39/X5znfO75zzOxAcEXARBXzhCmDJ3flzuMb5o/j8kFOs8TYy+j7H0b6prBzJZslG8flIFnI52mfZLPDXfw0MDUHuH4a6bMXMtRyYw46lmBmCoCtWHq8IBNxzj7Fcezzl9IurXc9mz1Vt/qEQBSESCfpcZyfZglrF+Vr00i3W73WPwXXU/o6POwLOv/baazAVG3w99dRTDcH5sbGxlf/ftm0brFbrbX2+9bE+/sWPW5mleTuiuqt9vl8XbudGXelvRzBEywi5HVlE2jPX4glfAwihKIDcEQD/nJ+MKwDK+xchTgcQztsgcRshtEYgTvfC7z0OVkl7sxZgRTNs6slV5drOzJBzdO1aOX1HWxvw8MNUkqg5aQ3ebZltF8pBiF8Bl4mAv/ALoIJjumqxms0CagT6TE7S//f11f5ss/uoHhf54cPlPJJdXQRiP/fc6p3atYx6hnSl7BiVqTe7n7T7DA5SVltXF312fp7SfLSszsp3aySDHR2AqmL0RAbijf1QOQu4D1sR7BlF4P986NavUSNdVGsNtTLw/n5yPDIZcrA8nmrApXKePT3A8eNQLoUhT2fBt3NgfAeBDs88UwKptO8lkxQ4GRig7w4PlzJkb6H8Bp7dAf/DQnUviFpjdJTkw+EgGTpwoKRDmqE50s2Pn5PAtT8Ioa0AKd4GIXIdXDYNfv4i8MF1Wlftu83M7dgx4GtfIyc4FqOgBtC8buF54HOfq68jbuVYzZlYue5f/GL9svB6177d1XZrBf8/atBgrUD77bCfbpWDb3SdJmkjVhXYBxo/ryY3Xi8B82Yz6fpaQbjf5FGx7ooCHHkjhZO/WIbFYQWXzyJ40I7APmfja1VyQY+M0JlbWRGiBYD9fjCvF0GnXpStCAY7wKYN+h/dfz/tFz31ST1br5Fs6vehzUbne+U5tdZhJLv659FkzOEgGdN4PD7xCTprAOCb36wt4/V0wGqCsZVrxBiU4acgHo0g7G6FFGuD0NsOccQJ/+6KZay1Pw8eBM6epXNtbo7WNR4vrWm9gEgz+6oRuF8L4FxDkFWWGVSvD1LnBqQsWUhuK3xeS31VXfFuGMch+Eg3xKtW+DZmwJ0YQ1A4BxbPAV3dZFNquulWjlVUXYya7oX4QhZqvf7F9Whs9u4lm8Llqq4c8fvpGR59FPjBD0hHnD9PduW774IX3gR38XE4lK1Q5rrR7nEgl3PiiSeAgF8Bvll8N2NjK9/B5s3kb+jlWqdXwNjqq1qbPVdludSsPJmkNXC5KDCgneVHjhBI/yuskK17TI7fQmxofTQ97hitTaFQWAHoG42vfvWrK5/99re/jQ0bNtzOR1sf6+Nf9lgr32A9Y/ZWRnU/Cr+bvgv7nR6NutLfzmCI07l6h3y18zECx1YJJpRfkiE4fB8CLUchd22HGrJBygtIFVogpTzwtS9A5rrBHLEV2hscPdo4c7wecNxIrrS1nZykZkVzc+WOQj5PzsSJE8A771Amb0dHQ37yMtvOEQd3LoZg+mdg2SVAWq69ZrXWtxnedm0dpqaAl16iTD0A2LaNgPJa8tdoL+sbdVY2v5Nluu/iIjlHHEfrZjbfWk7gevqokSFdKTtGZerN7Cej++zZQz8fO0aZPNPT5Nxr77aWDD73HJSECeL8EMLZVkh5HwRuCeL/zML/jNIYMF7NetXLumu0hpVl4Fp2n9tdDrhUztNqBb77XYya74c4vR+qzQEubkLwriUEujgCg7Xn1H+vt5euWSuwYyQHet2k/1kbBrqYBQLla1wrmFUrWLZ7N/29Fs2RXjfpvs+2eBHMTEDk98F36jQ4ZQbB3Otg8ZtA3klA/4EDpXOt3t7UAmPRKAU1rFZydLdvX51ucbnuDMC4mjOx3robnflG19ZTS2jZu7erMfVawf+1fK9yD6wVaP+oNtxqdUwzo1EwvVmZ1uS/1t+bBUw0vfjii3RuaCTIjag3+voINJqfp33Z2UnnsKb3mhl3Mpuxsmnlls/j8Eg73h1JIxYH7FkFg74liGfz8P95O9i+3Y2fXc8FbRQ00TcYP3oUCAYRCATKRRk6QE7bH6+/Xt2Y3O+vbes1I5tG+7Cra3XvS5u30TvTy66RjA8NUTNLl4vsKK2B7IEDzdncfj9RogGl86vZYGzlu9CtkdyzG+pQBtLxHFJOO6SUGT61htgb7c99+8he/Mu/pH2TyQCbNtE+mpz8aAGRRtUOa9kzddaa5xmJSL8FkmRpPr5boZ8DjMGvAPLoLHi8C3b6ONmO0SjpiltVAa2Nejq1Qu4V71aIE9sQ7mWQavUvPnYMyis/hlzwgHclweIz1eeXXr6M7MqODrr38eNkM+fzwOIi2Pw8hjPLOCr/W7g5BbF5YPM2G06csOAB3zyYqhLQrn0nEgG6u6mhsCbX4+OlSta//3t6Bn21XbPnUjPnqr5Z+fIy3SOfL1FSZbO0r1bb4PkWj5piPZkAW0vF3/r4yOPXlnN+NWD++lgf6+MjjNVmZ91pLuS18rv9KqO8jTKybvWBV2n43urMt1pgyPPPl1+7kn6ijoVquEQjTviHnwKffhPcbA+EWBqSXYDgzYKLtIIP9AGjb1Md4+nTjTPH68lDs3LFWHm2g+YobN1K18xmyXFKJsmJsVrJcUul6r7blVc0aQP/ygkwOQNIjvoATD2wph6YogfQjx0jUCAep7/FYpS5tBb5017imTME/LndlAn1539OjpfGhbq8TNkx+TytT2vr6rJS6wERzez5WvuhHuisH0bOrdGovI+iAH/1V2ScLy3ROk9MrHBo1pTBVAqy/xNQbWFIhU1IwQ4p1wKfKV3enNRgXRpiNkYcoNoz1NNFtdbQKICl7U3tWvp5Fpu5KikzxNgeavCX8EHoSkKU/fAPb8RKdaVRZUNvr3Fgp17D2lrBo0ac0dp1NVomoDyY1YgyyYjmaO/e2sHMmRkE9vbCP3QBcuE8+NQPwa6cob2TThMtjQZCN9qrGvAci9FzZDIETkSjq9ctt3usNgC/GpvA6NqHDpWqECYmVleNsZax1gx2o+8ND5cHmpoBwbWzQVFWnyW4lrFWHVNvNNvYUq+fGsl08e+Kdyvka3Hw3law1QImWob3Cy9QYKiB3QOA3pPVSnaMywV87GOkU5pdjztp5xo1rfz5FK7OZyDNe5FKFmAytaBlMg6fVYb8d++AbfWu6E/D86je/h0fr9tgnDFWuk6o4jqhEAU/I5ESp7QoAo8/bkxtMjnZnN5Z6/7VJu9wUH8BA4C73lqv6CqLhf5FIgRcplI0b21h68l4LVlpJhjboNk7zzNwLTYI22xrOzIUhaoBurqI2qSlpVShCjQVEKlp79yKaofKoHydtV6riACost0ZA1igAzh6m/u+NNKpFZOSo51QbdsgXTMhFUtBylnh8+mqA44dw+gfvQhxag81tPduQnCHBYEdqdqLUqtyhOPofYdC5DcUExx68tcw1HIWx5cDcDIgFXVAVS2QwYNVfieXo32/fTu9fwB1aWZWey41CmDrm5W3ttIzdXdTBWNXFyXvnDq19sq4jzJ0G2clsFQpajDQrw7HraVfWx+G49cWnF8H5tdHs+OrX/0qLJbGovw3f/M3d+BpfgOHQXRcjnaCd/DVXHm3onHaR3y+hvxuay1RvpWjjvOhJEyQF9zgQzJY9jYeyLeyeqEZMKQW/YSe8kb3DsouqeQhXU7D57FA7tmN/j/diuCRKMSTHvgsdrLphj8OpnKALUPgX6PM8UayuhowyuizLS1kqLz1FgF3qkrZOR4PZW54vcbrpFsHxhjYoAs4+FhzVv1aPAD9Oly+TFnsMzME+JlMBBqHw2szuGSZHKnz5+k+S0sEnh4+XMoe1kCI5WVaM8bIWTYC0Yz2aKNy9Gb1Ua390CTHqLJsIZ7NJ+4DG9hYTZ9QUfK9sj6acc4YGecDAyVwuY4M8k/y4F46CcGcgxRxQOCX6U9ac1KDdRlFwHip9CCBfr3a2ohuyGIpBy1q6aJaa1gZwKrUEfp5Xr4MtLdDjpigmq2Q0j6krG5IHA/fJ7ZA7tFxtDazRzUH+vvfJwdf43Y/fJgAhR/8gL578WJ18EivhGZm6DOCUOKM9vuraZn0waxGz1dJc7RlC3GMNpgf270V7JcjwFYvsNhJ62m10rNqoIz+PdRoUIeWFnIE33+f9noiQftwfLz56ojVAqh1ztmmgJRUCkpIhuzYCX5yHmzQ4P6r0d2VgaELF0qfPXeOAidauf3SEjX0vh02wloD5vrvTU2VV2Vt2ULNmGuB4IcPEzClZQzeTkD3VumYWqORDVKrsq9eRQRjGN3yeYhvTROYdM2G4D1WBCIjqwNMvF7SF6JozHuvF3yg9JwtLfSMXm/zdBV32gavWHf5WhxqOouFuA3JNAelYIdFzUNGG2ZCV8G3vQu8sAh86Uu1z6Na+9fhoOBosw3GK6+jydrCQknWTCbge9+jfV9JbQIYg08XLqxQyiggW5X3B8CeX8X+1eRxaorOlWSSbK4KgLvsOpUyrgUbOjvpfGppofevZfpqz2HU8wQgeo9XXzUONDXSoZqc1XkXrJ+VHxm5NIJ75sHQBtRmWi+fr8NB55LdTu9M45zv62t4HtWNUfE8rV1bG/23v9+42qGe3WkUlK/zTLc0J+pWnMeNRi2dOjlJ75nnyybFO3hwX49BWDwLKeqGkIuBm9kInvcBigLllR9DnNqD8KITUsEPITwH0bMX/q/4wHhH85X22tzTadrPsdhKTwI+k0FLJIdtnkVIBSeJbXQJvMdK+2B2luagyVR/f0mu9TQziQTtScbKaWZWcy41QwdZ2azc5wO+8IWSHGqJLHcyIaJi47BgEMFgoFrU+jwlHTE2RvM9d45s7aefXqe3uY3j1xacX8+cXx/r4w4NnREwaroX4sQ2qLZt4A6xav9ttVn2t/j5GvK71SpRPnmSMoVbW+/MoaI3fEMhMhCzWYxOdUP8iRnquT3g4v0I2n6GgD9z5zIU1zqaNeRr0U8YWNG8P0CXdMxDuhKB4I6COxEHf6Ad6N+NwJMM/v1628cJKAEqca6VOQ6UsgobyepqjN9aGYxaxryqUmaqliF9112l9dKer0558Kqseu2zFy4Q0O7z1X93+nVQVVqLlhZyFFW1xKO/FoOL5+l6bjfN22olQ9rhKL0Hr5cMVKeT7vvQQ/SzftTyshoBEbdKH9UCnYv3Hz3DQTwvQLXYwP3wMoL7R+HfGIc89CT4jhzYyGu1y4IrjXMtM1e7bw0ZZAwIPuej5qS+OLhcBsFnvZQ1b7AuyuGfQjR9DOE5e/lSJc+Uni8aJXnV1ktr4trVVco0XKsualTVoW8CeOIEeHcLuLOAYJ2BVLBAaE2BU2LgeQMnrdYe1eTm4kWikMnlaA/OzhIo+frrtEe0kvClJSibtkP+uyPgt+4G0yp9TCYC9gEKNLW20nWffprWOhIhZw6gz8fjFGjl+yHveRp8+sdgRs/XSL/Ump9GF6R3TisdTW3U2jt6B3d+nvany0Xrs9rqCP1+qNWrokE2r+Gf/TpAtyg7o2M2iNGHoZ50gLN3IfiMgUpaje7W5FLjbLbb6V3GYgQGaXrr2DGaU6Nmnh9lNAiYG/r6etB7ZKS8yuPo0VLz6koQfGyM5qrxbn+U7PVGIIT+5TarYxyOqix+o9us/M5RzIw00i9GtFlvvkm83G53zYoIRQHEd9oQjimQFl0QOhMQz2+A32sHawYw0T9wrb1TKfh79pTeQwO6ilVnnTebyV0rsKxdvzLIp1t33tsK7qoVmzqSuLRogi2fhQozLCg2rJyeBiJezLwygheTg4gkbSvFBCWRq7F/tYzwRg3G9XpIH3zJZikRQFsfr5cyZHt7jalN+vqqwafjx6kScPt28ocQhOr1FR+RIRBocr9oGbrHjpUoNhwOetfNBBtCIXrW5WXSVW43/benR9cBkxn3PAGIh35hgcC0dJrOQ72s9PfX16GanDV4F4EA4PcpkH98AvzEu2CnVOB0k8E/fQBZq7xsa6PqNsbqnkeKAoivphG+koa04ITQbylXaePjdO5pQXWjM6KywmdoqBQ8rxWU/5M/qUsheStzom4Z2l9LfxvZbDMz5AtU+iiMgSkKghAhmrrhQxycqRVBnALD/wbIMuSCB+pyBlLBj5RqhwQBvkwcsrMXrN+1trnrfabz58Fu3ECQPwlx0QxfPwduOoyg6zLY10/T9zo7S8lTmu7WJ4hNTJTOfZOJ9O/Gjau3fWvZOzMzJT57Pe1jMWirDD8F2TUIHsVXcbsCMKukcw0874f/OVT0Wirq6cOHAbsdSpKjxM2pKNHdrNPb3LbxawvOr4/10ez4i7/4C3g8nl/1Y/xmj0AAis8P8YUs8cndsEIoGPhvv6rS94rmUIZ8w0bPls0CP/whGdvRKBl+N28Cf/RHt7fJneZ8HDpEhu3sLBRXN8SXIgirPkjp3RAKVyDaD8LPnwALPvbrfcg1AkPq0U/UMAbY834EhzmIR8fgc8fBxSII9l4HG1GB3VtXAEqGopEBvv5zGGXONZLVtYDi+s8uLQFvv03ZGKpKBmR3NzlKn/hEKYupolRbsbRD7v84+PRPwfQlpM3KwI9+BHznO6W5fvnLwLPPGn+2cl/cc0+p1Hd6mp4xl6PsqrWUdWpNvXp7S00nW1rKs4f7+2ltNKNZ/w5mZihbLhJBlRffCIi43fpIlqEsWyCeFxCOt1HTM+cCDr3ZCY/XAsvbsySCXRwCqffqlwX39kLJ2iHveRI8dNnhdWQw8OwO+PklyN9/C3xnHmyKA0YLKw1j9esiO3ZCRRKSZC8tlScD+fDbYAkdoHf9egnQ09bL4yl3xmoFKmo4yfRrBlZPR+jneeAA2JtvIqhcgjjlgM+6DK6VRxAiOXr6rLtGzR5DIeCXvyTAPJMh4GNujhwv7XP5PAVHHZ+AKAWhtg6C++Mwgq1vI5CJEoCRzxNoa7WSM6idMYwRGJJOl7Jd7XYKtL4IqOogONMAgvfOI7C/rXztmtEvjeiCjAJ6+jV49VUCnbWKAb38BQK0z7WM8Y9SHVGP3qdBEM3wz4em4e/6qAcpUwAAIABJREFUHpg1vZIFrqStEDMfQ3iWg2TeBOGtcYixjfB/w1f9SPXkorKKZXiYgGy3uwSSARSo6OyktWtt/ZU28zT09aGjZJqZoQ/evEl7/to1knHtv3oQfGGB1iGdpvfe1WWcva7PkKw110YUKrqXq4RkyG1bwc9R/4SaOmbLlhLvb52qH0CHnSWtGLI/jv3tP6kOhIVCJX04NQXl+gJkWw/4qTfA7ttOF6qk4AMgTyagXp6ANN+FVCIHSXXAd20S8mOPgF16sz5gUi8oZrA2K4KvgcQNzqyay77WM8/ogvoF1uSrkn+5wuaippU9ePH1TmyJKZAWnXBkl+CxJOA1z0N23IXxyy68ePETOF3IY2qx1MO0TO3Uo7PQNxhvbSUKQb2dV6mHvvjFUvBFqxDx+cjmt9loj+TzdK277y6nNtGBT0gmae+4XFDCEYjuxxHmbkLq3FAN/tYbmt1y7Rrtt3i8VPVkFGzQRqXfkEjQmnR0UEDh7rvpLPrKV+g9GcnXm28CJhOUqSjkiQj4RA6MS5d4rvX3rXc+aXJW710U5YodPgz2zjulAPDddzenQ7X5AkQ9oqOdK7Mr+quvIR8Zg3p8AZLkQypnhZTogM/XRvIFpSTX2npXNlPVr93YGN37rbeod9SDD9YNyqO//86dDR8V7W/Up0OTf4eD9ko8TueglkxSkQwT8E7D3/EmZLMdvDsN5r2nRI/SkQPn3QQhPAcJAgS2BO5ju8D3rRKY18/9yScpYDI5SXvC7Ubg2jj8W1XIoZ+A91nBxqfouQuFEkUNz1f3T9AqMs6epbM/lyslLKymF0Ete+f0aeDll0t7/bOfBX7/91eCOaNT3RBHnBWv4hZT0AJro3M9cgTs9Gni7T9akThms2H0WjvEGxug5gvgjpkRtCURKCrzUgBdAUvdQYaCf8ZjHZxfH+vjn8O4Bc2h5BSD2gZIl+ok5KwmY+1WDv1hozUBrcyEMnq2vj4yuGZmaFLxOGVS2u2lqPbtyqL3+8khjUSAhQXICSfU2QlIlg1I2dogue6Bb2cc8hc+TtQmv+6jGUPeyGGsA7AGegD/0LuQj4+Dd86CpQCoe2uXqmvvy8ipqzSW6nHRa2O1+6bSUN6/n4Azh4PKf9vbKQD0J39C9CWaE/TNb66UB4/GByCmH4Uqe8DNCggeiSLwZJMGobaW3/kOAevz8yRj3/kO8PDDJUCxcl56A5wxMhYVBXjtNcokWV4mEMdiMaa3qbdOu3cD//pfA7/4Bc1dC0g0kz08OkrA/OnTpWZ6gDEdihEQ0aw+qvf89f7G86QX3e2QFjYgxZkRSnDI2VyITEcRNXdCcC5ADAvw+wAmSfQ+RkdLwEZRXkffmIH4i1ao73WAO12hemo5YIoCduLnYJYw8KHOCXjuuap14VkKnMlZvlSpBHiHAlzSBc0GBqiKQU+/0Mg5qLEPR0cpe02NJ8G1OhF8OoBAvdJ/bZ79/UB7OwLKt+E/9xPISVe5o1fre/qhB0A0flGOK6cr0BqxFgoUHM09gXD7DkjTAgQlCtHcDX/LNJjbTXtJAy+dTsrG93gILFhYoCy6hQWgpQXKQroYaHUW19oO8XQP/PcrYHKoXC81o19qvX+9c2p0nSNHKNNTkkpgTuWh3ddHwER//9oDWFpz2Vr0Pg2CaFV/DuXgy01A7o6BRc/QMwGQH/1dqG9dhGTyIZVQIc3Z4bs8AXmyzfiMrFy3WudFTw9lRR4/Tu82nycbYMcO0netraXs1EbNPCuW5Vb41Ia+/qtp+As/BbtI/TyUFg/kJQv4uzeCOVAeaAuH6R27XJQF2N1dypjV6G6A8uz1WhmS+nk5lMYN4Yovd3TMBnH6Saouan8QwcwEAnsNdIzDQeBjZdVPdgDhG4WVLNjDhwFTNo25G2mMfVhAZiGBd208TnofwNOPxBD4wwdKvOYOnjL6TK0YD3VAXP481HgBXIsVwfdPwL9pGfLrF8B/cmdZo2ceMjioECBBQicELIJDC/idPHCgdnZs09QyNfaFsvPjkN+7An5PH1hLrurMqn/5NdjgRhd85RUCo5NJ+v3SUjm4pd0QIHBY1yQ9wBh8DwMv/IcM+mfTmJEZhEUZnEWAo53hxfijiGRsmIpwMLeoiMU43H23gdqp3L+Vc9NnM2v6tF5Gs+68XVn7r32t1GNH467WU5voA5inTpG9Pj8P2b4dai4CyTqIlCULSbI0X5Sn2S2bN5OdxvOkmz0eshErAW79KPoNyvg05LAK3mEFO3+e1kCjetHsPCP5cjgwOrcJ4gfboGbz4PJZBLvfR2Cng/a/UfVWrbOn3rvQy9UHHxDArZ3BQONqDl2GsfLc82UZuw1bKigK+BM/BhffCSGdJCA4vQAuNwiet9N9l5dLdJNG1Sna2oVC9C+ZJJA2kSB92dVVCsoDZNuutldSM+NWHSJG1wOa01NaIkMqRd89d47e9/Q07Y2KZBjWz5OtW1EdyQ4+huDCBxAvbIYvEwf3sV0I/kFv+bTWMl/GSrSJMzOAyQQ2cRpscRGYLZTkzm6nuWQytNcqm9nzPL1HQaBKSe26gUD9XgSVazo6SvKl33duNwXGlpboGTWqnJs3gWeegeIPQHyxFusugwxG2fQfZZ2079V757WSGCv7rOgo8RRPH8TZ+xG2cpCiDgieFMQJFX4Hj3Ftr07dBDdxGcGBywj0zN5ebOVfwFgH59fH+vgNGob6+hY1h2o6Ied2RHrrjUYly/r5VvKzvvIKHZRaVD2fp0mdO0cHupGhstpDsdbnZZkO6GgUyGbBL1wCh09D6EoSX59gAdfVAb7vlq7WmqfR1KiXxbFnDxlFRg5jHcFiLTmwbTZAQv1SdaOsZK3BXSJhDA4ZcdFr49ixEmCtAcoN9k3VmjJG1Bc2G3DffeUNJ7UPa8+2sAAlY4O4/DDCBR+k1HYIsTzEkx749zd4R1pjLkWh4NLSEjmnuRzdw+slR6cGhRCAkgFuMhFAtXs3ZRzPzACXLtHemJoiZ+QP/qC0FvX0i/5v7e3VzhvQOPM5EqH7ms3kaOu9eL2D6PHQ+g4PN3d9/do18/xGupMx8AcfAnc2AmFTAdKNLNraCpiNF7Cg2JDNJSEtmeBzxSG3OcH4AtGrABRELF5POXMF4v8bQTjaCikWh7CrHSI8jbPwaoGeqVQVQMOCjyEIezlmc48C9qMrpWxaQaA9oQNayoKbRqPGPlTaeiD+30sIX4hDirdDaItBnC9mORtkulWNImjMBlLVjp7+3hqgV/m8egBEAydVlSpDZJmc7fl5+qzDAdm5E6pzEJK8GSl7O0JRDo58GJNdPAaTl+i6Gk9poUDAbSpF8vD1rxPIU+TeLQu0Zi30Wkw3Ib/wA7C2xVJ2sMYHXu9cbkZRG+ldRSFZi8dLAEI6TTpBv4a3IqAuy6VMQkWhOVmtJFOjoyUOZwMdryi0rDl9b7u2JLhZFfzCJUDXd4VflsA57BC4qXKwFDKABgHseueFRp+wbRudF11dBGA/8QStyXe/W16500Tw4lb25DTc5o4k5KwF7OxZjC72QUw/AtXZCu68HcFH0wj0LQKPPEKZnsXqPGzbRv082ttLzZn170PLXtcAewMu6tFxVppXNItgshsB6b3aGRs8DyVrh5h5FOG8DVJegFBIQ+zZD//nFoi3Vq9j9FnuWtVP3AM1dBzS/JaVLFhHbxoIhRCa6cD0TCvyJhsihTyuxPIQZ6PwZw6BPVPMuH/VCjX8MLKnXVjImaHmcwTYZaZwKPa/wnM4DcvpOLhvfYDgs20IDLcDPA/W50Fw2z9BjHfDF5kA196K4DYJrO/+2nuueKYryxbIlzPg1WJQ1gCMXAkaeLeCzVwh2qYZH8Tcw1Adj4BLJRA8YEcg4GwsD42yzlcjYGNj9HOhUEpW0ZpwFkElxdMH+ZUT4CffL1W3BIME3APwMgVfejwK8R03envS4BQfgtbzSNn3Qj1uxsySHe7cAmIJO3r6bGhvb21O7dSbm14PGWU06+XszBmy/y9epL1hNtN8jYYWwBwYoM92doJfXgTX3grBEoPktq4upqnXuTZbqem0x2NsI1W8q9FpL8SzPNR0FpyaQ3DTGQSAEk2kNiqdNq+XGq1L9yBsboG0VATSnP3wP+sD23lX3RdQdRQ1kjMNBL9yhXRKNkvz1RR+rcV6+eWVys/RxDaIvf8G6uA94I6W8mnq4smyDGZNI2j7GURzAD7LAjh3D4J758FYD3Bmis5GRSlVc1a+PI3SzuUqnZuZDO2Ha9eAxx6j7+orNJ5+uizorjgoeaNhxvBq+ykZ0cc1YyfUo9AyUiTamamdA11ddA2rlf7m8ZDsapVmtexxgPS634/AN/zwT85DBg++z1X+qB/l0KykfCoU6H1pfk0+X6IVLRTt8AMHVvTVyvNrlb6av7FrF+2pyl4ERs+sVRd1dtL129vpZ0EgubFYSnsCoO9cvAiIIuSnt0FVXYasu6dP16iYW8s6TU4aN7+W5WL/DAZ++CmiutTswcrGtHpKvK4uyHuexnLfdly+tgzVaYKUz8I34MLkPNkK4VAW0rEEBDMHUXLCv09ep735iGMdnF8f6+M3ZNTkbDVySDUAZxXI7Kp8+Hog7a0eesfi5s0SJcfNm6UDS1c+L0+awCdTYD/5CQE0+Tx9PpslI8NioQPdyKFarfFQ7/MVhjMTeAS5CYieB+BrwCCxMtaIsDeTeVKVeb5WJF9/s0IBuPfecuejlmABdM9a2e0GTnxZVrK+wZ0GNtTiu66c07FjBLZFoyUDDahrTIweS0I8nIbqcIFrsZXW1MiBqeSyLFJOyAtuqDk3pOV+qp6wd8JnsVcnGFVmahw6RNlJkQjNS6PR0Ti2Ewl6Bj1ApYFQ8TgZWpVAzPPP09r//Oe0RzT6jzNniCqjmDWnHP4p5Ksp8LNjYN1FR0bLqKvUPadPlze81Ea9zOeZmdp8qiiubzJZCqSMjFBwQd8Udi0ZjkB9ShDt0fftRvDgexC/cxO+uwrILsXRbnNCTaYhFTZCwDS45SR4dRaYA5XHak2eijIvH34barQf0nUXUtY8pPMR+La7Icu2+tutVsRUc5YqQPYAdKI48g9g/+VbJOOLi2SAb9pUnnlXQ+RWnklRjLOETCbIX/9vUI9vhrQ4gBTikNJ1spyNLl5PL4RCpeaXU1MlcENrMK2nWzh0iDI7tWw3rxf4/OcJtLxwgZ65vx/8s/87uKMBCBGGsQsmKIsZnMMOfD96AE/f1YWA9CN6Di1A1Ne3sv+Ut0chn4uDn5HAchHw8QI4x8MQmAwJPARvAdzEZfC9E8ClK9V84LUy1po4b2qKtyyTE22zkQ6wWGgf7d1bvQ9qgCxV167HTctYCdg1mUivnDxJa3/0KAUjgDKnXQ/0zs/TFPfuBbicHcH2CTCVB6TlFblmu7ciuO01Y7C00aiHaGr8yhpdxJUrFDhZXiaZuu8++tmomafBaDZxWvuwUgus0C1v1TZvdYK/fIHupXwK4UI3JLUfgs8BEV74n/PQtS5eXKnOg6rSnnn+eQKSKveWJgOJBJS/f40q1nTgsjI5D1FkpXl5GcTr2+Dv3QqEw5DbtoPP2sEqgj/y0JNQ312AFClSTNgF+JytkF2t1XkPiQ10DR2gyF89Ay59P4T0FQLVUzKYlEA2tQx7LAtOdSKvFpADsJBwQEUc8gUZOPxTiDNdCJ+ZhzTvQFv2LszmnbCYM8jmzQiZNiO3bEOE5RC96IDAliD+xzPwX7wO5qY1CTx3H/xdP4WsOMDbroI9VMPe0+3VUYmHeG4QqrqL6Ph2XUeAU8vAP/o4g5r8PLjrlFHo9yxCXAjq+oLYII4A/t3V203fy9IQGG5kg+v3sl7AJiZo72oNoq3WUt8YjgPcbqL/OvZxqMc4cMmd1BtpMFMS8qLtFZiagv+iBLlnN/jNrWBPPIiZXBeiJxbhdUSBxRTu7kqj3WbBV/5wEN4tTdqWteam6aFGGc2afTc3R9m/WnVIWxvp5kqDS38WxWJE1cK3Isj9DGLvv4Fv0LL6mKZe5xoFl2sMxcFDvLgFYVMKUtoNwToDccEBf+cSmNZI3ui5TSZgYgJy90bi/U74kGIMUj4H3w4XZH5j3VvXPIoqE2EqA+SpFL0PrTrHYqEzweAcUhRAviCD/9bLYHPTUOQURNPTCEvXIU31QtjuwuHDVjgcRTWu5CFdTsPnsZTbSkV5Dgxm4Hf9GHLXdvBbJLD999NNRkbombSM5kikPKlDm2wyWU7taDaXMv/7+oA//EP6jNNZAsmL3x2d6qb+bO2d4CKL5RnD+rO2ViPuWodIMgm89FJ5UODBBxsH+tdCoWV0Zmo0b4yRPzAwQH/Ty7XeHn/pJfqno8NigUB1O2Aj+rPZfyCKMr09WssG0cu6w1GiItSaxba20s+M0e96e0kOdlco1337gD//8+rELKMEPX1z81CovLqovZ3kamiIrjE0BPzlX5KOSaVo3VV1JTmLhwyOczVMWF+pmJN171Hf2L2eXXLsDORXfg7+3DhYcrGs+XWJhhHguN0YHvKjp2WBqlUYSj5LKFROidffj6nrv8SJq78Dpd2EWETFrh0mcD0EH6sqIF3LUpLKkgM+lod8LQ7W29VkmdH6MBrr4Pz6WB+/AaOmM/j0PHGEVQAneOEFOiRWGXW900nxTQ3NsejqogMZIMDJ7aYmQtu3U7bJOIN4aBrq5QnKSMrNIWC7TGBZJEIGI8cRQJVKVRsqq/K4m/i8AfgUCN4Hv99ef301w0ADp1YTPS8CAeKrG6sbQ2rT0AzT5WVah8HBEti72ii90RpoAG29Zmnj40T1srxM73LvXvqM3vioRCwcjlJW8k9/Wt7gzuulLIqeHmOgrzJj+/Bhuu/16+ScanJ04QI9U0VfA+XYGYhf0zKf26ozn/XOpBFAXqQb4B/vA3dsMwSHF1LWC6EzAU6eBe9wAZo5W+klbd9OhvrsbAlAz+dLf8/nac6MlYzts2fpndpslEnR3097oBK06umh93/9OjkmWoO6Yiba6JgN4rtDUK9cAxfnEWz9BQKz71K6x+Bg46yceoKuf79ANZ+qthUmE+DffAcskaAMf71A13J8tFEPsBsba0wJAgDHjiFw+GvwqxnIMSv4LS6MTzOI+Y/DV5iizDbLP4GlFwArIzBW33xtfBy8QwEXi0CwAlIWENwcuFQCDoetSjxLEy+uXSWA3dND+t3hIF2vb2KmiaIyA7z8rRL1UWcnBTP/838ugai60ZDv+sQJKMwLOdkNvqsFbGIcvDsBLtYJIT8JSe2BoCbAwVmd5VwPgK6nF06coMlcvEiyKUnkWOmVmUYd1tdH+7inh/bbZz5Dztl//a8k/zdvgr35AwQf9OHwhR2wTwLptjaklRzm2v0QwcP/rwSwqcvk6HV2rjhso8eSEP8fG9Sr+8DFBhG0/ASB9BiCXX8HEb8Hn9mKbMKLPd3TtOezBnzgRoHgSt3p9RLFk85ZrYvda/tncJD0S1cXvVt9cKwMGC7n7q26ds9pBMb+PyjmNsj5TvAHHwLbt7skVJs3k9NrMpGesFhoT73/fik7bWiIqtocDihvvgNxYTP1WCkeDTwPfO5AAn1OGSyyExiZqWqEWwaWMgns4GPGjjPPFzPBivunXiArFKL7eDz03Rs3SF5GRkimgPJAF1B9buhGw8xm3SKPHvoA4uUBqLgObtsAgs/5qo5XwzjVcB7sJodQwQOVs0DKC0hxLkiJdvi8PsgpG9j8GAXewmEoqpMyuT0WMFmubcxpMn3iAahKObgsgy+f14wVvoFtOKI8gNM5L9RZDlz7AILjrGwO/P5BcCfTEHTNGSvB5JK8ucAt/C6CnIjAXuIFZztsCJ5/q5QFa+/EFpeMd657EM0xFAoFMHMKHVhCv0UCp+bAJyYhL90F9cOLkOY2IaVkkcszwMKhi1tE1NSBNnMCs/YNWFheRjZnIpqktgzkty+C7W5bCVKzP/WDab0dTp0iG6aSikcHLIlL/wrhRAekTDeE9jjEiAD/cDuYFvSaUSC+mEU4wiDNbITQ64HovAdPf8YG9Q0XpJP15aaZXpaVe6Fh0E8LTmn0jhqQpaH/PT1AayuUzrsgnngAYUc/pKsZCOkrEM0B+F3FpteTk3TtYrNTZjaD3ZwAWvZh9KUuiObPIJmJ4/qcBQMtEnoKMQTvTsLLdQPVkN3qhpb5urBgnNGsrYlm3928Sboql6O/d3TQ77Xgtn4U+1op/+GvIN9zF/j5iwgMZOD3vQH5c1trBtYaPq/+uWS59PsaQ04xqDs+Bmn8JlJ2MyTVCt8GK+S8qTwopn/utjbgP/0nqj6avQgOeyF4UpBcvRAGWsD1WOtm/Dd0fSrkSRl+igIyPAPTMpG3bCEbc+tWCnZWJGmsUOBdmgV3/SCC0ZfRoS5AzSQhmdxIhWYgzVuw50GGFLwQHPOQrkQguKPgTsTBH2gH+nXnUVFhsmIfBAw/WF6pmkqVAOOhIZJvo8n6/WRvaNRDbW10/r/2WnWfl+J3lZAM8Vg/wiZAOpuC0IVSxvChQ9UVSpWNuLX+aZVJDx4PVXvoaJuU+WXIo0XKn4Xrq6bQwr33kj4zyrgzqLzA9etUNShJdOb39JQ379b2VyRCNvTSUml/DQzU9pn19GeTj0FdzoBzMwQjLyPwx/tr99fRHzTamTY5WaoM03ysri6yO06MQS70gZ9LgC0vGwLEyu59kNv3gIdcXtm1Iqgk64qcgrxoBj8vg8ViNGeAns9iIbl6/PFSsogsA9/6Fr2HTIbWa+tWSjzo81Sd8ZUJ6ysVc3BQwNwgi72Wfz56LIlXvxpDfHE3WiMePO3+GQLuaWDDBijDT0EccSIUIpO0rQ04etSJoSEnWo4WL1kZ+ChS4ikhGSO5frTblyElGNxdZkQUinWt9NPebIU0nYPgSYHLm8Fvbl09deL6KBvr4Pz6WB+/AaOmMwieDBP94ToxQcBEJZClXagB6n4nk+KbGoyR4ffmmwTSpFIEfhWbwyCVomyT76QRfv8mpLkuCKoCsRCAf8MFML6zBPw98QSBPnqnRZts0x43mv+8gYOsYbmGQw+cHztGB6WqUkBBA240I0Cf/aDL0JAX3FDP7YGU3k3Z2frH0holnSEeW7hc1DB31y4yJFdbeVFrDQxr9QJlBi7OnCFgJ58H3niDTns9nYoesfB4SmWEp0+TdaE1uFtcpExILev6wQeB+++na7/6arWhpznbsRgBNNksydHp0wTWahkPn/0s8IUvADduQP6WCHUxACncROaztiZjYwSOhkK0ro89Bnb//QgeoMbAvg9+Bi4kI9j1HtjXOQKH/P5qL2l2ltYIKDUaMpnIYAPI4ezoIIO1r4++J0m0zgDN0W4nQ7uCtkFRANm0GXznXWDqJH2+mImmOHiIJ60IR6YhxbZDyE1CjD0I/9IPwU6epDWuRVfUTAVKrczpSmByIQPu3BCC6SkEbDoZ00CCesG0eoBdM5QgOkefha+DWa2A5ETA64Xfcg3yAgc+dYPK/uPFhlqqCsXeBbltkDJE/X6wo0cR3HUd4nnA4zIjZetEz9aWyp6ItESVVRdDQyXgcGKCsnOiUXJMWlupyfDJkwRQaGs8Pl5KV87laI/4fBSwqQDn6/JdF7N3RhGAeP5jUDfdBe5qBkHfKQRiv0DQ/jOI+f3wmRfAdXoR3DZVnuXcTMBTn5mnffbyZfr52jWaRzJJn7l2rZwPXJbp39mztFZzcyTvFy7QeXHtWgnhSiYR8LwM22f+FIriwgWLC9nlFkjJFvgQhXxpAWzqEumRjo7S4x9OIxxzQ4rvhKBOQsw8Cr9pAv7MGJ7Ofh8XrPfj3I0sTuXbcDr3Owg63kJgW8Kw8a7i4LFCSa/XnXNzpMO8XuCrXyWOUp+fgqxTHKRrWVq6F9Pw+6zEm11r/+iyA2sBw1WvxToD8btnkLRGMbLQh2VPD1InlnHwz5LY92knfWFsjALdqRStcaFAeyYWKwELb75JAMelS5Bdg1DD5yA5u5BS7SvUP65XdNQ/Rr1jAgHaMw1Ax9EZH0QEoXp9xakzBIaHab/u2UPZbPrGo9Foieoon6efnU7gww+Jp71YYdGM7mqKAlBRiEv9g50Izy5TRnjsJkRPF/y+bBUNQpWpIM9SL4m7roIbt0IozEOyuiFstYPjCuDffwMQvw+88w71Mcl+GqpPAHeiG8ED3Qj0w9CYUxRAHHEi3D4ISSLwSwOX+T5X1byyno042fY05vJF4F0tb4ypYY7Dj9sxMmKHz8C0qlYDPogbfhf+z90E87QAhw4hkAnBz/0PyJ4dcHTYcWhiGKqrBS3JPAbsMpYzJuxzX0RLPoGg5xzYwEbANA/OZiHOeFMnBMccOK4AT1cBFkcU2a3b0X5lCWo8CWnODsG6AC6zDN6yBEixlWoBGTz4E2Ngsi6FUQ+yabIjSZBjbVAjcUjYiVSnD5LTBN+QBXKPjaDn0VHILx6DevpuSFObkHJ3Q0IrfL0dgLOx3GhrpbUL8Hqre1lW7oWmMnKfe47m09NDL0zLFt67lx7gK1+hKojRJajohnSigNSyBKnQA599AXLXdrBslq67vFxqdrq0BDAGZeImROsAwoUopFAevdw0nMtLeC7wNrw9/dVATY3AQsMizkAA+MY3ymg/FLByvarZdzYb7XWnk2xdrUfPoUOG+3r0/TzEC49DlabA5XYhqI7Cv7FI/dOoqWW9By++K2XZQjQo+sBnxeAdCri2Vgh7OUgX4hDaVXCd3eAPbqsG+jW7/8UX6X1MTYG53XQu2w/Cd3cOXJe1OrBT8ax1XRmUy9Oo4xMQj0agDmWKFaT7EKiViayjfxEPxcg/W3RBWHRCNAfxnPkQ7QeEIWUdEMxptEyqOPB/WDHyX8bgc8cpeNh7HWxEBXZvNfat9IlMRUBc8W6FfC0OXmihigONXz6RKOejB4Df+q0S4GquGWzWAAAgAElEQVS3k+xUVprqAHX5WhxqNg8p5qCzbR7wufOQJyJg1jCBuNFouZ+iUYxoyXOaDaqnRkml6Fwt0jaN5u6GGH8SqssNbs6MYFceAdQI9FdxxxWVy/79tXvWGNkQjzxCWfpFULnsDJ2ZobWZnqY1t9tpnokEzWd2tpyjvkywi/RnqYcRVtKQ8j4Ii9MQL3TA/9++B9ZlJ58tFqPrDg4aA/2M0d8qK8OGhzH60gWIi/dCnZFJNtOn4f/UTcjoNyhqdoHjXOVqQKc7R8dsEFMPQ43EwLXfj6DtnxBof5/ej9tN69vSUt4E/NlnqfeXKJKsOJ1lh+GKyE4mKInF48Hp06y6Yq6QqpnFbrQmigIc+u85vD+xFdFoAW3cJsyjC9/45NtgzzwD2TWIqSmCFNJpel0bNpC7u21b8ZLPB8CeLwU+lKko5GtxJNr6oC5wSBVaqmJdJfGxwmdzgZtQERxIgvXwd6YX4T/jsQ7Or4/18RswajqDfa7ywzUapcPxxo3mwNJ64yNQn9SkSKjx/bI/weC+V69CuWsn5Btm8J1Ocmw3bSLj5+BByjaJL0GKupFKpCAVuuBrCUO29YDt9JZHnB94oHbpfkOPW/ewDkdznzeKdhithd6p+uADMoSWl6FYOyCPJcBvbQP74z8mQM7rLfHfeb1lGRp8SAYX74dQuALJdQ9x22uPpfHhnT9P95ufpwaHZ65A7h4En5PBVlN5YbRmhrV6OoNCe4azZ8kI1Xgqf/lLAkn0hodmzYyO0s+nT5Nc53L0s9tNxoTZTMZifz/w+utEaVHL0NP4h3ftonVwu+nn2VlywLVmPleuAN/7HpDPg4/mwUXdEKwqpKwAwVUAN2MB7/CgKhuM52lOmQw5htkszfmDD4ADBxDgVfh/9G3I6VPgM5fBZpNQTvRCthwB/zstQJHL1pFtQSqZAX+/jygAtBL0IlWTYmmHnG0Hn1kCu3aNMkkef7xUgqqV6SaTZGC3tZXRNqxQTuSeBWfxI9gtItA6sZKJJqcYVAsgcb1ImaYhFTbBZ5IhwwMWj5OOMeozADRfgRIIQPH5y5qBVW4FKdQKIeaGaHoUftcUmMCXSo+bCaYZPaMGMNaiBNH3C9AcfbOZ5La7G+jpAesB2Pg4IKXp+hYLMDeH0bb9EK1fhDrrAufqQ/D9PALDwwik30SSW8DhG5th3tqPlw870N5eKuIRX03Dn7sK9tqrtHfGxui6775L/TUef5zAz2iUZD6Tof/Xnqkyo1zjmNYACY4zQHiKsaTlDKTLuSKIai7L3lEUQJzehXDLZuqTsN0FcdoBf+8sAolT8Kd+BNm+CfxDO8CeqTDIVxPw1H9WVWnNtdJhj4f2kiCUZz46HBSEVlUCiaxWcnj/9m8p8GLATdznlNHV5aL+qKEChKQELh4F/8vXAWuasi1bWijQ+fQ2qA4XpEgrUhYOUl6AzzKHI4VP4vTSEJZT7TiR3IV2axIpqweCKQzR92n4fR+C7dsHZXQccv9O8B05jG/5bYiHWOkIHu5GgONIf2ucvRcukB46cgTyfZ+HGnoI0mwfUYWMReDrm4OMENiX9pFurNPPQQ8Mh9RedMkLSLu7Viq3Vl6LkockLcGTUnE4dj+uF3pxPrYTriUbTnyFw58B+PRA8bxLJGht0mla65aWkqOaSpXex9wcHIvvIJq9H173Gcy0b4fQ7wR36QJ4zykgNk26emSEmgHKxWZomkjUOjPLspf3IFy4CalzA4R+C8RD0/B3vQOmUUh86lMkC/rKhOvFzMPpabp+PE77SOOn5fmmdFejuIgmz7LiICA3MYAUVEhRN3xXJyG/8NOVAEUpC7U4bZTbFyzgR9B8FWLyLvjaFWS7Tdgz/g/AyEvA5BhxTKc+iTDnhTTbB2GgF+KIs4oqpWqbpTxIeTsgcekVcLm/Yl7ZLMV7QyE7pKgdqXIKW8oH0DWEHn7cXhVrqaljfHbIrj4wL+h8OnoULBUFO3sZoS2PQI3GEYr1INbSBndLGvsesOHxnf0ILI2AOfugZO2Q73kEw8vnMZLsIhokmxnBlrfgv7eVdNIzPRi/7oL4HQU+XgEXjiIohMBMacC7mQI8399Iz68PAIdCdH5qIJuu+S6fiyCX6UBbLo1cqx3CVgu4lqJ9VZRRPiKDm+qAYOYgxQBhhxlcNI0+jxXBIKsrNxrWeOwYrf/sLJmvK0BpJd1CpZzW0rnj43RGJZOkVzUaOZ4HvvSllaA4H2Dg/n4awtIUpLwVAiRw7W7wriSwkAbefpv2S1sb6YCibpY9O6BOzEOadiCVMWMmy9DrlpC6GSU0p1Fmv9ZgXPdro9jdygYcHAQUBaNHohBPWqFa7CW9qrfvfD7SUz09BNDfuEEAW8W+VhRAPOlBODYDKc1DgIRDkc/Bc4yDBd3gjupM4Ur73ah/UUXVxegZDuLZHqJFPDWP4F8kEdhX3msAo6Ngoohgshvi8jb4hjeDa/MieNAOpn3WiDIxnS7r2xPYl4DfdwLyFz4Ovq+6mqdy7Xl/oLYro9nrly8TuHqlF2GXE9JbCoSdrRBFK/zP7wPbvbsmtaMsM6gnByDN9CK1nIZk2wxffhYpYRuC88dwOPcUHFYJLJtFcCCGQAeH3UPvEu2WcxYsBUDda0xHBFBwQrcXRhd6Ic4PQVWS4I7PI9j/IQK///uU2Z3LUWawZmPs2kUNeB/9LOTlVvCdebA3/gf5MNr+SaWAf/fvaI+cOQPe2gHObKLqhAVA6EqBK5jBd3PAIuidaBUbQKkRd2XyXCU1yvAw2Xjt7aTXlSDC5j5IqU0QXCmIMSv8d/+SEvI0P1P/Psu44yqUSy2f3ciG0Pu4WvNujdYll6Nz02otBQQ4jmSktbWco14/WJH+7K0wJIuPzhKzAF/0KuQP58A8cVrrdJrk2OWqmxyn+AOQn962kv2ugEH8roBw5Dyk3F0QFAmH5j8Lz3/MwbKPAkkN+xkUdacSkiFOP4lwvgVSYSuE5CLE1oPwD9goEUdH4VP1bF4vNZet7BmgLcM47XFt/wW3fB4idujOAzsYHiN9ksnQump+ZA37eXISuCw5MZcoIJG3IK3acFkFJjkJg319cCj0WswmFfFoAWYLh7k5Ezo6Ki7ZT3p1dMezEN+dhWoCsnNmLGzYDqHTsrJmLS0l8SuJz0bwjlawVO+vEe3Cb+64Y+C8qdi04fLly5ibm2v6e6v9vH4M1uq8vD7Wx2/YqOsMVnIbHjpExmezYKnRqDTgmm1up//qcoboZQ7aEXBeqpmNVnarmWkEISLgnS5Z56qK0clOiKP9UNWPg8ssI3jXOQT2FIDf+z1g3z7wMwq4XAZCawRS3AwhNQnOVABvjQCfOEiON1AqzdM3idE339FO71rNJ43WBVhdo71aGU+aUxUKkZGVSGA0uwti4nGoZhu4MQuCc+/DbzsL2TIHPj9DhkJnJxl/xQwNls1SoyT7Qfh2xpFlHdizp3hvjSPS7SZDy2bDaHI7RMfnoc45wOXaEYz8BIHBSHXlhdG8jATTsFZPZ1Boz+BwkNFRKJCMJhLVjb20ewQCxGtc6T1YLGQIT03RnMJhMhZdripDT/H0QT42BX6THWxoiOa/eTM9w5YtwD/+Izngy8v0TBqvMgBmMiHIvQFRfRI+Pg0uuowgfgl2aNGwiSiGhghUnZ2leXEcBQuKdDAsswiWugCkFik7JvHbUN/fhpm5biD0aRSUfZiYc2NgQww9oyqCz34Ggf7D9DyKgtFQB8SrO6Cm4uBMZgQjpxCYmyODzuejtc1mSZ42bCBH+itfWamGUMAgflMzUjdCGHwConMv/L+7sNI0jFeKcZe7OyBFIhCwAC7tBG9aAI6HqfJh+3baK/feC2XnxyFPZcBfuFFNtVXDyF7h5VVZmfNbhi9kLZDsW+GzK5B3fhKsK0YfXKmprBEc01ehRKPAJz9JekBzPmpRglQ6v4uLdO2zZ8kqnZuje6sqAbma8RyJQGFeiDP3IuzdCinlgXAmBPFaDP7NPwSyWYyEP4FE1obLHzqgmADpugpvZwbSUhI+x3nI4aNg148TgKJVTEQiBN4ePlxqYqXRGVksZMBrpdPaGnu9wJe/TE3XNEfiy1825Jrnp86AOxGBoJQom7jW1pXsHfmDBaipNKQlG1KtCiSbDb5d2yA7B8A+1QoWjYLp11YbMzOUnZZMNg5garpJ/z537KD57NpF+7ujg0BVlwvKX38X8tCTVLWQSNA70iofHA5aD1kmZ7GCm7isvNgRB3cuhmD0dbB8FEqkALlFAD9xE9g4gER4CbkcD2GLDVIsBqElhmzehZPm/ZjDBlxOboaStUNa3gCvIwrJdRd8lmnIvfdhfOQcxMlhqPkCsv6dWFi4q7y6fcQJ39BvIzX5I/D8FNilD+gdhsOA0wn+vdfA5fshZNIkS7ZZcJM3we+4CIiRcvo0g0CHBgyPRe/BdLYToZQVs2+rOHKExFyLC1z7MANvawKpCAezqYDzmW1YQhumlpxo46z49/8ecP5ZN/ZpgNf775easLW0lErftbPT613JOktm8rieb8WA8wp6EnYEE/8ANnV8hUZq1HQvxBeyUGvFgfUgmE4plLKX3UhZspBCgC83Abk7BhY9QwtcpNdZ0UMzMwTOOJ1UXXXkCOnGRILmoPEUN0nVFQiw+hSAPA+epaipZHqRMudbI+CkJfAZClCMtn6yPAt1y0UErv6gyr4I+FT4s1dxxL4VJ8VLOKW04PT0YwhmU+jIyVBNZkhqD1KWVkiLLvh0qqASSCzfZmYIghPZIv24opTMSY1hIBSqTvDUio9efGGasmGjbghtMYzMb8Tz3/BVZeny778N7rgdgtJe0jGcpwRoX71Kz3f5MsBx4Ed/ihnTo1hMmxF1uZGzW7BosyDwbwUw7C4Csh6oF+zgrD0Yvucn6LEvgB87Qpn44SkwIQGMJBB4/nn4HxYoAHw+DHb4HKCaoFydhbhhL8JpDtKEBUKCQcTD8HNXwDyMdIgGsulkZ9w2hPkFD2bhBXIVZl+IZJTNXEHQvQwx9hB87iiy49ewJz8P/PV1BA4+Bv/zgZpy43AUgRQzmSieThUT59JwnDsLnP2n8ioQIzmtlWTi95dsKKCcRo6xFduYAQjK34U42wVfOgPOZkGwfZIyWyMpSpDQQMUHHyTbuaMD/MwFcPIWCKkUpNxGCOZpcIk4eFuU9qLHY5jZr3i3Qn7xGBxtfuj7HTgc9LgablmlG0ZHoXxfhPj2fQilunHN4sfmu1spMDX8FKVMbN9O6/Nbv0WBTz3gqu9fpGWPW+yQ7FuRMi8hxA0gl7Ig4nAjetpWMoWTZ6iZorZHe3qowam+f9H0dFnVhRLNQ3x/F8JLVkgqD2EhBvG/34B/9/bS+5+ZIZA5EkFg5j34e7dCbhsA/5XfA/M6S/pQH5RxuVbOi8q+PezgY8a9XwyCOux5P4LDHMRX4vBs4pCyuTE8bKdn0zVXlRc4qCYVklRAyhWBtLgIn80FWd5IwF6NUhk+YwM3yUHIJUk23FFw23eA/x0eS+/Ow3SuB1jMwuR2AKY4JT+kZLDNJmCGlI6StVO/CqVCr8kyZcpP3IScbINjOQ4RDyDc8TFI1xcgWFwQz8bg7xoBu/5zKK5uyIk28OosWKebqgHy90B8Nw4VCXCb+xC0+hDQMpfn54H33iMhTKVoza0d2MMuImPn4RvsBBdJUcawZxOw4CinsdGSJLQKHH3yHEAC/tBDlGzW10fvcmGBKlim2yHBj1TrBki5OHzePGTTBrDh/dXVhmXccZ9ryE9eNiptCO1nfd8vPa2Lw0F21YYNpIciEVJYRY56ZX4ZskHhNb9/ENxbPghL5yHF20lHuFrIT08sl4IZFgvZ5DVsRaPs944OQGVuSC0DSCWS1G8kakfExSF6PAdhm20lflbTNSnqTrlrO9SQDVKqG6l0HpK1G77MJOTHvgh2YEfZeVqVZ1ev8s7gfQXwA/ife54qalauAbKxtARAzWeuZz+bLUW/LwdYbYC9BfjkpwDGkJKBgXYZ0lkOrTAjkbJhwwYTrFZH2SUVhdTk997dgaRvK2akLIQtVnB2KzZ4DGCO4uQZzxcpE7V/6+OjjjuaOV8oFPCNb3zjtn2+cvzoRz9a83fXx/r4dRv1Atw8r+OTNQBLlffOEx+pCiAkQ3bsBD85DzZooEiNuHCbaW4HHdfm1TSkiwqVTJ9agn/gx2DmVFVwQAHTZcjmICzehGjqhr/jTbBWE3D0KJTBIYhHBqghWrYDQlcCYosf/v8rALalu5RtkuuGaOqGzzwHjqkIcm/Q4509S2thxN8+OkrBDD1/5f33U9aq2UyAGEC8tEaGEFDVlNFw6DIRVhpsLlwC6+fLM7o5DorbB9mUhcMqQ1x+AuFCD6TsJgjWBRya8sCTn4OFKxDXtfttBCyLpfsUMzQC/gz8bW/jSG8/Tt5w4tQpe5FGlSGgcUT29kKJ5CA6fwfhNA/JPAAhtwjR/L/AH/4uWLY+sLoie/5iOZyeauf06SLyc60EDmqnvywTvdCpUwSqKQoZFR0dK429qgyeWtEpn4+y/Pv7STa1MlItowMALBYCgX42CPXYFLikgqDpdQR2ZVcqL7B1K1HgaM18tEwF7RpWKwItp+H3KpCtPvDbnGA3lwCL8V5Q7t8PeWAM/M04WCZTytLR6GAYK8+O4e5CaG4rljLtyCV3ID63DCuykGY3Yd8AIE554P/DAWB+HpNJHq/+owVz9jmEzivoyt5EOtIGf+h/gt1fDCrdc0+pKkCbow6YlSt77c5Y4dvbDZnvLku0IZYIK/Z80o2WKwUEkx+A5eLA7AI5KdPTwL59OPa3l3B4phMOm4oWUxpB3krOTR1Ath7jSRW+4G8Dt2EI/DO9gMYRqSjGWfF6p0Wjb3K7ibvc56O9XEuegGrdl0jQPQSB5NXpJDBpaoocxpSXsndMCQJEW+3UIMkUhZSzwieHIM9eATgOanIeUvYuqKYlxFQL3PkIuOwyhNwFcO1x8PiAAjDLy6QLsnbIKR78bAJsczEjeNcu2r9WKz3vpk2UOX/jxkqZtqIA8gPPgh96hHjUK3oo6F8CG3kNwXYOotQLn7sdXKQVwcc/Duak7B3eJYGDCsE6A0l1QUgvguMHwT90H/DmD0i+Ll2iPaQ5IS+/DOVbL0NOu8Fnp8E2bzDM5irf57p3Umxuhx076Pqf+xydQW43Rs9bIWZ2Qn17FlzBgmByGwI2ifgxwSCrveAXM2A7dtANpqdLur3ITVwqL7aBf+UE2HQeoz+/B6LpYagpYEYeBH7ignciivmr0+A4E/b2zoDLq9izrRWnQl2QZvugWlsQi7TAbVHAFfIQuJvgMstwfOvbePHmUwgrS5AcfrQpUcx25qi6PZGFlLPClCvghcletLE/ALe4BUFTAYHld+gdKgqYxYJg/ocQc4/CZ54El8liuPV9yOMWKN4tSI0ugQ8w4yOnCAxnW9uRkVuQ52zI58yIpW04+U4a+/tvYktPN44edUC12HBpqRtf7D2FK9cdcKkZTGVaAJMZ0SiQSuT/f/bePMyN877z/FThBgpo9IHuJppgd/NAizfZuiibtkVatiUFihzK9jjj2J4cq3k2k2ye8eyzT2bzrDNPZuaJPck4O17vZIcbZeLQjhXb1FoyYkm2TOqgJFJHUzzEo+9mobvRXUA3jgIKQBWq9o+30QdJOU5mHz/P7ur9hw+bTaDqvX7X9/f9cvLZIAce+2WUel0kK5aXxfnfuVN08Dz43xPbFUMJBtGf+FvSrg+RaQRRSdAvZwjKQR4PfY9eRkRQb9voyybpdwfJ7FBQb1cHvh2MdkUlM1arIDdCJKwcamgLic4q8oJNYGGaqWqb6ABr3YXr76G+PmGvR0dFUfvNN9f4iVsUB/8Aqi5lePi98x+KgvLYJ0jlBbVQnDyyz0Mq932UC6+iN7yknR4y3WHUVy0SWyXSLy6Q7NdQMteELa/X4Xd/d4XSap7zf7jAomqhFntIOHXSzoM87vlLZBt6nQUma1F6S6PI2U3EYvH3fOb1V182K3LQ3//+2vFMJoUJb+E5olEo5C0O7dbxdwRIpXwYuQr29THUxU7RrWh4iL9zEe2KB+WedQXS73wH5ZVXSC0Pkq4eJd7dK+6Yo/egKEGR0J6dFbZR10Wyxx0FW0eSLCgWBbjr/Cz8KI/+4Q+TPt9HZhVrEufUps/xpcNvokSX17rr1vkuyuCgWKcXV6imJifRundjT6uoywGMphfVcBF3aWiJKMqi4Oqlo2PD3tE/989Jf3kZ2ynjrhTodObpNLtIJjetnrvW/hlGJbnzVU5f7OCcdYi337Q5f+0OUtOnGf6PcZTB29zHiEffMWCiToLibtLMV9gRmsD4ytdhU22NS3sdbZbeux2t2EEsENt4j95MF3ebn+vjWbSTLxML6Ch+C+64g+GlF0hKc2jNADGXgVKMwNyQ8K1MUzxoi2+5rw++8Q2U4iVSxvdIW0eJ29PIQCrwU5T5KShsuYUaRJ/SOD2/n3Oj+3EnNlH8902qnjVGvtFR4Ra+/DLs2nXT3aDrcPw42plZZme2c6a+G9NbZ64QwuuV0foOoHxp+0aftAU2aWX+W/pFL764hh636iS2SKj+TbQFGyyUAuRtN2Z9ZTt1NdBOvoxSWecfPPusWJNMRtjkCxfEzzs6hB3fvBnt3Sq2uQvV2oTheFErHcTVOaavJAjFQsRm30E5+U2xd1eAJgoIUUVDo5Xw0qdzaPkIsSkNZWlRJEWbTeE3h8PCtwkGBR3jbbrk3rOr4kc/Yvjpp6lejnIyfz+BmMIpaz9BogyvE1eNhb3ImTyJSAG1IpMIGshjNrFAmA1JufXfo+soc3Ok3DXS1keJe+aRJT+pzSV44NdJn2+yKM8Lyi65RDq3meRffhelWoWZGfSBPZyu3Me55v24vy9ot1aLmLOzcPUqI7kE6cIvYbs8FKNbqPoiqGYAgwBqPkjcstAWHUY920nnP44te0QxtPkGSf8s6cmdZAot6rEc6d1HSdbOig7R69eF/1cugywzUh0iHfwMti+OEw1w52d3cOTDzTXEcEsH6XZC3LcDzy0tic6L9fSbv/ZrxOynkOkhYdZQA34SXQ6y1iDW0RSxbDC4kpG+dT11FLRpiRjTt3Kqw8/fBb/eEbesNTBVR4fwO1t0UZomYr2tW0Ws9eQm7NvQxiujI6Rqb5EO9xJvTCN3tpPar6F4+oVPUJXRqiECYRe5yAeoDnyM4LSyoc7ws1i75HCQRLuOavpoayyz4ITIV7yY7YJW7+DBtevz5tC0ZbNJpYjVn0ee6yUxmkF1byLRmEW2LGIXXoCHd4p4U9c58905Tr7URaDNKwqIR6sMn/oZnXfrulBW1y0eF4WoVv5mXZGObFb4Aeu7K1b85/VLODAg3Nty2UthyU00JDN0T5yBh72C8UirEMtd5XCni8lcmLY2G11q49DdffgjXlIpsW2PHxchUzYLzaaH7m4PZIXr/qlPiaX+uYoQ74//5vELTc5LkoTjOD/X77XGz/P7f99nvD/eH/9fGesL3O95N96UxR95RyZ9Noyt7yW7KENYodcC+clNpI5tLOpq0xVimXdQVpxnrdRGrDyP4rZ/trjdygNpJ85gv7Ub9YqCIYVQl23ivQXRthbOrbVmraBWtI47se2Q8C1Kpmj7poxmyyhjb0M0inZ2Atu/H3WxDSPUieq0E98XQpN7UNZZ6uGpV0h2t6HhiIRQaQ4mVmhApqfX0NTrOQRPntwgvsPyskjitbWJPyMR4Wz/0R+hRzevOcbmOvTN6OgG3rmfVUkfGQuTvr5b8NhZO0iV3mQ4kBfPt2cPI9s+TfqFWWwpQ1H2UI34UWvdGE6AKSmCZZoUnBBFq42Ea4509ShJ32mUwc0bERrZLCwtcf6tKRZLeVTfdhJ72la45Q6jrHBEavU49tWtqMZeDCeAGhog7pwV/KIrCMRbECvcCi4+dEjhyJF1iaJt2+CFF0RyYWJC8BjeLN75xS8KJ1NVRSFkJXm2Srdi3+Tbtg8Tezx5C1cvn/+8+Nz+fvEwLfRjXdCN6IEY6epRMnoAda6N3tISJ9z3Ec/9H/Tev1M8w4EDAln8X/4LWBZ6vo5Gu0DXsIKy9oqWRkXRIOeIZ75yRcz3yvqtzY2CPXM/8oKPVPMZhuV3hHPbElF86CGYnkaTLezFLtRmklJoE4WyC7PixrLcFC0fitdkctZN/zCcflPh/HmFfF505eZzcUp6iSm7kwWzk9NSkUf8ywLBfOrUGmrsscfE+60TOGz53BucVKtOrDIPunDmR0bExwQCUGz0cuDROsnxNrikCGcxlwNF4cxbfr6c+ShFopTqPvZ2L4Cxl+S2phCQe4+Okp/FeDI4eLs8gg9lz8CtG9BxhOjV3XeLD2odwPX0TcvLYn+cPCnmotWN0RKXAuHh3o4HvKND/MzlEknw5WUolxmp7SJdewDbkZAlmxQ/IhnMiiStsoy6bJKoXEMmT6x8EYJBZKlGQlJRXYPsla5SaAY4xAh+dFKlH6GEsuJ72ttFkFO7D9vlQS53kVpaYPjXdq2t7cyMcNYLBfRXzqOFtxL79d9l9OO/Q9p+eOX89JBK9TB8+zzQ6vsOG6+T7H0VTe4hdiiJEu1CpwPt7k8TW2qQalwgnfUQZwk5lCC1T0U5+8Iqv/iGIETXGflfXyY9+QnsioEcuo8Ulxj+nx4WWZaVfXB7+7VR3I75eXQnhPb0RWIdbZCZJj33ITJNL6q8iUS4QLp8P0nP24zKO0k7D2PbbcjlXlLSAsP/8ZdF0WJpSaz7ugKFoiCQhY99Av0kpHt2k5mTmZK2srwUwsk7dExpDEozxPxlPvWBGwwMSvDpT3P+mW0kZmXUsRp7tRsUyjKH/Nfwt/lIWT/AMMEulFCbSQzTxAooNJ0CipUH001vIcvYlU76YwbXyiESVifpxi/TTR8AACAASURBVMdJui+hmCv0PPU6w74LJH1jaHIPs95BTlU+zGxhH2MnB9ix1Evfi+8RE60khg9NXee1ZTeFElh+Pz7bwP3m20yXLzPx7hBKbTcXs91EQ52cLH2cx+54mbPvmrQ5BkVTIiibVGYbBIqmSHj9qnsNXmWajFwPkfY9SO2/ujH88Nhjw/R9MYH99tuoZlwA1uU2+uUMRqBzTSumXkfDh+0uo16vbtRGma6gMCWKpeu7/b71rVWeD6VcJlU/Sdr/GPHqaWTvdrZ1LHF85rPYhTJyM0xqIcPwJ2Lisrw5SakoIik3NLQxCT8w8PMV7X6e7kOA4WGG/zRJcjqHVg0R+95/RjktChSa1Y2NLSiTgj7UyTpxCbQLcyhLY+K+XliAQ4fQ7z7CyJMvUat0Ceo+x49q9xEPLZPzbSVSqzFZ34aEw0wuyAPa6yj6BwXP9ZQmuJe3hkU7fTK5ivpfr6t37tzaax17sIKdb6BOhTFMgfg85LrIg9UxhtsXUPgEOh3ITZOENYVqddBbmqeo2gT+4uvg/hUxN8ePC2Lb2VmGm1dJBt5EC9xH7NBOlL5+YHANKu71rna6TTfi+LwmYXMJl9siolfpzV5G+5MXIH0O2/2bqPNb1tkNH9rmgyj+U7cvrOi6uHBqNeEbSRKx/DXk/C4ScgC1HCYhZZAli5icF/6Lzyf8qXX7QDMU7LlrqLlOzEqVoinjmRxFm46g7AmJpNjBY8TqK+KpmsF57yEWFzyoxUESiyrp5XaS//bPUH7zn9w2mRGbfYe+6QKHI2EmCy62tuXpW54hFr0BlxbWKA1XkPwj3kOkx4awvUPIx5W1e/Rm2wbiZ8eOrf5s5LUa6T98E9vYglwuiqRn5gVoNlHkKopLA8sDi7U1IWhZFga6xbfcSjpOTTHMIknpIprUSYwcSsOAelQko7zeVa7tkZ/kOVn+p7y2mKQkt+FryAxtDjIzLcz0hQvClC8vrzUJtLScFYUVHofrBLKLjFXjuJway5ZCl6EzNhYRDaiaIkBLreO5Xr+opef0+uvQ04NedtDubnJ0/hKnFgbpstwUA0OEesK4XOIotrWBWawQa9Ph2orTMjkpfLpCYU2/CIRtnp8Xxq1SIbYliTwnk/AuoJq9JAJFstU4T36zgbvNg3y2QEppY3h2Vti7bIDY9vgG+hIhqLoJ++JB5EI/qdxfMRwSwAFdCouidDOA0tJweu65W43D7boqVBVeeAF9PMup5V+nIte4VoqTYJa0y0WyzY1iGOixQbRKkKOJcU6VosSVeeSmSyDGjX42JOfXf8+VK+D1Muy6QDIyjWZ3EvMWUeR9TH3jb7GdT6N27BcdUCGZeP4s2kQJpXiDEeXDnLz8AV7zfITlig/5POzfZYoiZnwO5dwpdClMeuEgGXcM1dlMb7ubGWkH/QN+sjM6CXkW2WoQ8NQ4UX+AjGdArIFUIN3s4FjjR9iVGmqlX1CPLfqIy9fRpApKblH4l5YFtk3W7uIEv0qh0kV2cZBE2Mv512scebgdVigZf5YQ94Z92OINy+c32Dn9Oz8UKGrTJOV+nrT9MeKuEnIRUpveRnl33UX9uc+JA9LZuVosGsnGSf+ZhD35FjI2qaEfM/z4XWv7YGRE2NZyWRR01msV3TxuLvStp1K92Tb29wvao3yKzKLvVjO5ol0wbGdItmtoA9uJ9cgo/8u/hLn7hD5O8FeZNfyMzG2jorVj/MRDZ6fAGn3yk6Ljb3paTNnU1EamF8OA1DEf6dwm4m+NYGrLRM0ytjeKWm0jsb0dv9/Dtm2i0UWSxDF94IGbTPiK5k1K+jHpmWVRRKhYpBoXUTwDq3xuZ/73d/jyqSMUazlK7g723u2nvlDH63QyMHX+9uC22bUulNUum5u7fU+c2FCko7v7FuHZ2/nOjz8utoGuyyiKn8ceWxdy5xvkqgF8xgJHImPIHhdHD1Xpu/sgsY8In/yP/1ikQubnxeN5POJa27dvzTVaLYxenr7VP/t5/KH3x889fuGc8//QpPk/Jsn+j03ovz/eH/9vGX+vzt5KFl+If0FGuYOp8QLLpoJTkOmIKGye9fHEE8LvaDTg1LfmsK+PITdNtuWCTPAZ7EYTMxjhEGc5sm9pTS2+1dfcSvjBGtemqpCQoqjVTtG+aFSItReEd6tpa7zAQEx6FTn/RRKJOKrlIWGVkA0XsdxV9LoLrSAR6MsJypqEhOqLktgVRu7zrPEhrhPfVGRZOKcez1qCdnkZJAnd1YbWQtW1EDy6LiyQrq8h59xuYbVb/7e/n5E/P0e6b79wjMuDpLw/Ybhj7hb0zQjDG8F+h6r0PXuGWEGDTIZ07gtkFmRUaR8Ja4q0up+k92mUJ59Ef/BTpCcOkNm2HbWyTG9EZaLYSXc4j9UI0Bk0WJiXyTdimLIXlQRdIYuR2CcYjlVRHvvEBiV7bbyJrc6i1mMYrmXUUIh43C38hMOH4cABYtM55Cc3kVjnTMnyDmKdr4HnXuHo5VPYLcRKaqNm6eXLwin66U8FzftnPwvDSV38pVwWCdxwGJ5/XhQ7ZmdXERbU6/B7vyfmLxhcFfZao1u5SZfNbiAbJqnHekjGgmsCYOucYT0QQ3tzmtjZH6Lc3wXFItrOh7GvHED9cZHFYpPx+p30McdXm7/F5y+cZbh/hQNgRcxn5N/9iPQztiig1Kuk3M8z7Lkk3qPFt9yi4LFt8U71OvyLf4GeFOufmTJRxztJyP2krYdJBmZR3G5x2FriVf39xEI15NwBEnIcK++nWWhSLy5RbLrpkGo4eNlqT2NWd3HunI/FRZgasygsWOSWvUjeEKZhoLl6eaVykCNHFSE0tp7/c3QUvva1jejJZJJtkSovTnYgSW5mLpd4oPQTlO9fWuVBTp86sLrGjQZcudTHRR7hWEeI4YVvQ0cH2WqEvyweY8kMk6l34JEsLi32cEeignb0n6AMed9Ts+K2BYJ1fup7xTg3X37Zzl2MXrpO8qeX6Y3W11C26+mbPB7hDAcCG4uKK97rqlDbQ3ehyDJ6Zz/a1Roxr4OSy4nPkWXx/xwH3dtBeumXyLg3iTZteZa0/ChfCp7g6MAcJ2sHOahfxu9dImX+SHQNOU1S8bdJV8LES2eQJYej9nP0BavEypMozRJk3dDWhr51H+lNv0dmzBDtv06JNHeTPBDfyO26sMDIr/wRaf1xbK2OOR8mP2Fhf6iEOu8msdUjOGFbwdHNk7kuiFZUFSXhhaUbjPzZS6Qnd2HXTWT9XlLRM3zJ/XW0wBZiNFH4Z2LOVrqxlBZiazrH9Ns5nlLvZrbgZdI5SKKR4YTrCPFZi957lNst4Vq9NHcR48mniY3No2THGXHfQ3r8HiH6WTc46AtQw891a6ugIDDcxLt7mfYeJr34ITKVdtTAEAlHF/M1nkU59Zx41udHxfru2HSLAKnmHcLWG6iXgpRyTQqqAfUa7rqEKkWJVycIjV9A2bMfYgERBKYh3u9BzrZz1HyOPqVEzJpHMVzoL80iuyBhZ1A92whIFQpLQXAkXPUydanIDjnLDTWB4bJQrSjxcBuaPSg0PwxD3De2jRLxg8/NieUHmOoa4kzuDlzhEOorHg7fSp28NoaHOfK1JOe+XGVclcmXmgyWLiEXluD118jNdjBScmG6q+geP64tmxlv9PP7B3/MV944iuHxU7ZCbPWXkMYLxAIKxAZEBDg4KHhZ9Y/xznIPl25EiERFUu33fz+GfGAfCXON7kTevZNY+3mRDF9YELQ9dhHZLZOor9NGyc4R+843Qc+KQLVaFbahxQHe0yP2T1WmvTbP45U/xgj3EJjwcDz2B0xZMpNmlK3lOdIXJZI9l1EkUbzT7z4izri+kkZ6r66b2108Uze3Gr13R9ktQ1FQ9igoU1MQclZ1LmIeHdnxktjuQ5VdJHo9yBMWMWdRIBSbTSiVGPnBDdLPVaiNbePsbJioS4OaScK3SNbVx18n/oCzah+5hgdvs8HB5jgTWhv6O+OMzvaQPjOIbTaR51ykvFWGV55ZUQRewe3e+FpdVpbM//YC1swWEpUQqmeQhDmFX1piePaHKN6Y6P4bOsxR/WlOOTuR6nnGpCTe8gzH3xwmJb/F8G9YIim7tCQ+XJYFnVuvAf414e3sjTqjoYdImifpbSsyUtzGSe9jXLR2U3JC+Mw6g/Yo5lKJip6hq5RFbgyQ2PkxVKdDzJvsuVV/qbWmrQxFrbaWlPV4UDpDpApnSOfvI+6zkWtVUp7TKHZJJKFuAxeMvXEF2aiQsHVUukiwhIyfGBojI6EV328PsrSD1J052nu82FeuoM63Y5gGqhwnXnoHbbaBcuKEeM4WonJlPlY7mSbj9AdMZL1Gqu88SmVhzQ4lEqs82envJcjEw6L7pGGu3fc3gyFuoqbU+4ZI/0WEzLSFutxGQtZJL/eS1EdQ2kLirC0tiXkLBkUCO+8l5i8LjZsHHhDFiIpErNhEiUYFnYUnKsAxVEBeASPk86KIu3Ur+uVp0pXPMLHUger0UW94cHn9hOYkdvSUcHv8hELe1eNTKomj/+qrQkYCIFaVUSwLo+5ihzOG6mxGkas0Kz7alQDf+IbnVsmk1rn+znfEPrhyRRTZffeR9m/Gfu4GprubsD7JgncrbVynGYmi5b1Ylri2oqEQo82uta7AVgfDvn1CWNrtFg+sKGLeVjomlXuipD5qkB6JEq/cwGzrIC9JLFYV1MsmCT1MWt1GtXEPp7Q92N4A8mshUnv7GG7FcWlE0rN+gIR1hbTrUZLmf2JUuZN05ePY3k7ka5Da/A7DEy+tdd7cLL5+c3J4agoKBbSCB9uyUZ1uDMcl6LEcCc1QGA18kPR4P3YojFxa5uiuefoqowQSnRjBfvRAbCOZRet7jh8XvnJWgA4UqYQSWkH653LE/GPIM9dJ9HcxlQnQ5itjFkXhTK9BOruNCd8mxnMSpUoTSZYp5hy8MQVNX0YxTbQi2JJb0HoFO8hGetmR9BM0i/R3TVCZLbPJq3HDSWAHFFRpK4YngBropis8SyZ6EMvqJGEuodp9JJrTyFWdmHFV7F3TBJeLkeY+TvB5znOQWSdBpFGHgpu4y4M2oqIMt9/q58IGUMwtjq2miUxxq9h92UvavlsAPpa6SUVe5ksdfyU0SQI6yvTltYtakuAb3xDgg5ER6OgQVF0dd5KZWUTNtgm/tNxDsvN5lFYnxfHjomOsJVibywmBZbg9mv5me3i731v5d63Sjf39EOq525hJ1oAvimmgVC5D7F4wDBE3de1mamyBl9UghVoA3QSXu8nioovZWVG//cEPxNdNTq7JibXklVpstcl/E0H7d9eJzV9k9LpDeukDxI0J5CvdHL0rwanZ/a3mKfr7xZWo6zeZcV1nePmnJNvOozUgJudRPApYmwXC/4m/5eTrRynmLWYaXXjcJm++4SXXH0Zv3kWntZmU6zmGe5fF/mkViNd1oRCJiNxDizq3dcgLhQ36Eezbt1oI1VGYfqPCU99siLsj61n1nb/0JfjX/3rjMn2tFUtPhUk4MrEu+FTodQY6yiizWbgwA9efY+rgMXR9D4XCmiaxbYu4Oxpdh61qVQVaCLF6Xfgz/xB/6P3xc41fSHI+djt+pPfH++P98Y8eP6/OnqaBPTuPerVCyQxQqHpACVPXg1z7SRMXNm+8LgMOCaOIoXfSa8/xYuOX6XfNct21k0bVy2vRezh3Y5RjO68y3LcgWllbivN+vwh0W1yb7VXS5X3E2zTRxr1/DkUKrj30pUuiDHv+PEoiQUpOk+7+IvEuCXncR2r8p4xa+0jn9mN7/MizDtt2l8BXJX5IwZQ8GznU14tvtoQyjTZinoJISIVCgle9/gC20UBuhEiNTTL8+RW5ca93DYFrmmJCo9HVNlW9YJFW95NpOqj1A/Rak5xwPkN85iv09imiyp1ICAE+afcqaiAQgBeflTjkPog/285Bn4Jdq6C6DmA0vUw14rhcdc7khjg8W0Q7+TJ2YBdq1osR7ua60UHDscgENhPwQ6iryJAyTr0kMan58US8nJU/Ah0RXjT9pGZLDCdZjbgDCxMUawfpdebI+gZF678c2dDCp+xRSB27OZ6NoyR/F/3KDdLf7CRT7UBdj6o7tkaNPzUl8icul/DBSyX409+4gXL9uqCTKJXWuDhbaF/TFJ5RT49wSFpivYpyC93Kqi7b2CLFiTyJaJnjZ2S69vXhTmxaF3wpAnF/YiU4zoZJ1b7PcD/E5i8i1/fQq+iMy5twoTNLH4PMk3Z+iaR5DWVlUnSll3T0c2Q6L6KaHhLBG6R9m0hG/kKcqxbHd7W6Ktajmz60c4sEws8z+uAd1GpBQWvS9KI248RdqhAmjkiwbx/6s6+s0RqFJVLqn5MOfJq4y8Ol5iZu1Jp4mxZLzTYO+q8wGG5ysH2Mt8tJ1MsG5twyUt2D1whRdwcxXGFkd4g3XZ2cXnbzyMravicn5fHj6JE4E29+iP5SlDFrkN7mLFcmfeilCyiDMbEXXdsZuyQzPe2nacuEQm56duwhrdskd1xh9O0yJ+zPMVbvRm30ILkkzCZEghUMy0PsQN8ammgd1EM3fYIv/O6BjQWCdSiW9fHNenmImy+/b09/gCfOpbBtCfmcm9/sSfO5Q5PCCX7ooVX6plWUynolo5W5GXlHJn0pgR2JIl9osO3wZ5iYmMJmATlfJNX9BsOBKREJ7NsnUK+lTmrNJNdn+rCDPlQnQNync7rtk5yfu4PAVh9Go5eHmz9kWJmCZgB6ehi+Syb57gk0JUxs/HUUuQqLtnDUK9Yqf7327iL2XRHUrjsw3HVUXy/xDt+aaFOrS+fMO6RLHyFTcaNam2hrllloxHG/rGJ6Q6hzluCEPZ1HOf/UrW1WtwnW9axO+sJmMmoJtdZFwl0mfWMLX+pxM1i/Bl17GXleIz1+L7a+F7lUILV3BrLdpJ/cRH4qxKtLHhbsDixcXGY3A4VZeGYLj8WE6ahUbu3ulSyTrz5bpc3Yi6xGOBo6x6mle8i096FOdJIILTFT3sN4rQ/d7acg97A9VmeZPG/1PExJ6kW17xAdQBEPcaWG9pdPMJqzSV9NYLu9yD+4TurICMlNZbEHj+xBUYSwutwZIrEdrEaVps/AqS4ToUjCuYHsNAnUlpjKhYkFYgwPro9X4yh8ZmPbeq7Gweo4DaeDLt80Z0MPkPDnKS8adEo5+uwMPsfEccuozT4SvkXkziiB6GamaglicxdQEAlNwmG0nQ9gez7B5IUOTMPHsi6jKGsB5nvxiytzoxyT3yKt9VKbW8KwPBx1P8256maeKn+Ygh2i3vAR8pkUlmTqm4Jsq1zkT6Kv8+fLn2XaNUixFCCrBxl9s0jySN8qMlgL7KI20sGlha3olovloniWZ5+Fx34tzqmuTuLlKnJ4C6ljKyJnJxbFPlNVlHY3R71nOCl9ioM7VuhScmkUbUqcW1UVNjkYFJRJAPk8I1qC9PxBoWkjOxwtvIzd6GF62eSMcRemaTNXDuOVrzB9epJQZ4BZdY5T5zyi1X69rk2r6+bIkdtz7rbGzysW/7NGLCbuvi0fIea7jNITIhWq8lS4k0CxSDjmJ7Xfi/K0G8o+0cHljvLU2F7GQz7yc3GioWUK1RCHgueRnCb56G4u5OJcLvRhmSDbJh7HJDJ5jSujIZ4bGyLjklGXAyS6DE5elfBq3Qys5FVufq2Ax+TsaQPaOljKl5HDDvd63kAOuUlZP0Exlxm53EfafTf2TyuY1Q8zZJ5hQd5Hf3OKGwzg5Eqkr+8gOVsUCTtZFsVRSRL3XE+PSEhoGt/+WxdP/Nde7OlfQbYe5nNtzzAb2YyW81Ov+JBw8Dk1mrZDvhnh+3YK84aXWHie7gs/oat/EOOan6OHoyjKHbdPJLUyFJcvs5p9WBEwHnZPkOy4jrbkItZdQQk5EOnY2EnRMkg//KGg57EKpJ1h4qEsck8XqSEVuu4mfXy9mfWRPt8nqBaGdpDIzaAaMglrDtklEbt0Cgrt8K/+lUhUtirTK370sPE6yXgTbc4k1mOitLlg+941eoOlJcFL/X+dwT63XYhGuxTUTIO4bqK9YKK8tQ7ZuEJNqceTaGqNWMKP9uw17MqnUIudGJYL1ekm7lpAK/lQdnYLe7m4CBMTjCwPks4cwG46yA1IuebhlQrpq3Vs24OsfZ5tlRAToW4hwunUxRljRKxBpSIQoNksWiGMXamRD2zGkkPg8uGWG3QuXKGvmuHB7eN8O5rC6N3C+KSbZlPYikYDvvKVFXYHeRup0IdIhr5LXy3LYed1Jl3bSfT5mNPCRDo9oqGr1yR9QicZ96yKzTM9LYAVpZJA+hqHyQTCXF7ageH4KJjDRL0VAiUfQ901NM1Ld7dwY22XlzQpkrH8WlfgAw/AK6+gz+TFekkmSqkkDFsLKKRpDB/dS1J5G83poiLpfN+6k3M3PBi2jFpqo8sf5eTiR6m4Aqi1XhJtDdI/dpH8LV10bLT8Ym8bamyYeKjIdG+K9Lt3kPH0o+ZiJKJl0m90k7RnUPwTq+LiPPLI2j20/oxUKvA3fwPnzhFzV7AsN21SCcsdJtFRQe7YRuDD93PiK0tkIiuaNAMOp2qzHN3Ww6npbdihIeRveEjdO8vwkbaNCdtIZLVjVK970OxNxNxVlC4fmKaIF3dc57g+jGV5mK0GkMtR3mk/RF/jKnYkysKcm3KhidV0cBwJghZjS50EDnbCIsQ6beRliURnDdWRSHRU6Jt+m8e3/oQny72crhziTWuIE86n6K4tkejNocr9BGIKZz2HofcOlrI3kKMN7g1kME2Jg85lKK90ura1CfrJ5qMUmu3MSptxSTYlJ8K+6BLyq68Q4xy8eFMB7GaU+c3qxqOj8PTTIsm5vIzuhEjLHyVDTMyzJ0S69GG+tO8NBuMNkHzQXFcUGhsTtvTiRbHH8nm03vuwr46iLg5g1GxUQsTlCbRlN8rIiHiuFm+JYYjk6vXrotPi2rX3pii5HSf9BndD0Oqu6lQlVmhq26rIlo9YzAe8tw0VLr3E5IRNrS5TqblpImM1QXY5lMvSqh6t1yuWRZJE3OmlztE78ihE0HVFaIv4yygLEwyXVZLmK0JjIORB+9YO7J1fIZvdgiSJ+zoS2dD4vIpe1y9OindzFlECiF/s6oKvfQ3t1VkCc/0U6ruQHIu65UVq2CyX3FwJ7WSw0iBdu4ek97so0bxY6xYFUYtXR5bFZdbXJ763Fddks2J+l5fFHK1kx0dGFdLH58i/o3Ix203dKuGNhgSwYwV0Nzi4tkwb8ATrdLtCO7ejXBOiw63cRaz+QxTfDqJR36pEU2enaEb+nd8Rj6pPLIiCcqEgJq5cFv5TKPSP84feHz9z/EKS80888cQv4mveH++P/9+MnxUrro/PYwEdeew6CbNBbTlEVepGKpYoN7oxqm4aTRdGoYbs9bDk9BBnjkm7G8kFY747mLN6aLp8FBoy492dpIN7iScvYPyn4ytifAvCia/XhbVscW0mDPEMH0yi+EzIx4Rxe/ddUa3PZISBUlWG742T3PVTtNfHiXWqkLnB17LHyHjaBfretwg3KnzuXxY4HfEyOiroylc51FfEN/WlBqfLd3HOcxi3R0L2eUlFz5Dc5SZ9+WMC5VrzkyhNkJa2Cl7DrVuFcQkGxTu0t4tEQEvgplRC23ofdsODmg+yWHcznhuiz7rBV11f5POLf8NwtxCs1gK7sKmiqj70YpPxq00iETevlhIM+R3qhhspEiHRVuey2c+iGmZc38zF2hD9yxr/7GOzyF0VEgkvU1Og624cr5uA36InYtC7XWHrnh6+fcLBbpO5VI4wsM3F+XcdEvVR0m+WSJ49i/LQhwTivbCfatPFDJsZCOuEurbcom8L74FQHhlF+84Z7Hf3oc5uxlBiqFUP8S434EWWIRIyqRsylinTaEgsLQk/b3rCYo+ur/H41usCHXF5mmlfEgpFBtwZlLk5UajZvn0V/hmLKRv2dVsbLFwvkJ++IUA+C3UsJUqhlqc41UGiu0664SMe992kXZDjpD2Ed+aHdA3UOei8xuLgh+kr1JhdDhOxC2Tb7qA/mkc79IhIIkxNCeSHO4QaSGJIC6h1cSa0RQfFKopAY+tW8V4LC4wYO0nrDzJd287VJ+9i+0yT2SJE27zgsUj0mshmO7ED/XDHZtFZ8VoMW51FNreTsp9huPstkvYM0x13Yk0MEfG0MdnoZqfnOrFmkcdrP0DJ38n5Nw6TWPahNtsZlOcY9Q1QsKMUgl3gclOqCGqCDXmmm6t4K9UOLeTBVme5Xk4wZzTJunrISxanzSEecV8g1uUi++YbqNm9LOsebBmqVZnp7g7u2JFg+oKbp+xPMqV3McMmQt4GlWaARKdOW8Dmsd9qXwuG1xUIRi57STc+hv38NBXPMnN6G3FpHtWzlf59YSYmBKitJQ8hKJPW3knXERRLpg+9cxdPvPEIc1aMnBGiq1HiifrH+Wjnn9Abt0Xb/wp9k+5qQ2t2EDv6YcHJu0JzoJdsnrqwg/FSN/mldjYnJF78ST/9/VvIzs+Q6FwgbXWQHHoDJR4RXK4DA8y+JnN2SkJ3S5SWm+wMTKN5dvHTYi9Z7xbykx0MRmVOdX+WA6EiykAXerAb7cCDxDwvMvjs90CuiiJPKCQyD94VtGC9TkzOI199l0TMizottDvks2Vi93uBNeS31jGELU2gugYwmi4slx9Mk06PSVGvkugykK82iLW9BoX3aLO6KVjX/s8XsJeKqKUtInEgdxAPzaPpAZR+H3rZIb28i4x/K+qcSSJS5GRuAKl9O4tXyoy9scSc3UsdGYMgXkymm1vouVjjy18W67mwIGLKlhTDzp0wdtWi3/BxLdNHQrI5WYoQ8Duomh/Dtpgq+7GkML4gTFYjmC4vb1z3c8F7Dy8VLYqGm4FBFwE/JAI5zJdH0KwMz0zvZ1EKClHVYJ7jz3YQ6fRQ7EDoigAAIABJREFU/1Ge8Ed0jn1BcNCv1ii63GRLM5jWIko5S9gps809zXHjC9j5w+uoI27qRlipIo1s+zTpFxeoDUJRd7Hz6CYOuds5/3SZmtvNfN3FVv8s94aucB6FeNSNLDv0dbv4t3O/hzM7T0fzCMfczzDsvQyWRaxbQvZ2sXW3j7l8k662Bk3cJBIyxaKoCTAyIhDNeoCYYqA89CE4dYrh+hTVbJWTxoMEaos87T3Ki5V7kB2bOh5cUhPDciO7mlxd7OLJwC/zoPxd/H4oGWEqtFOba/I/f72Lfa9AMCiQwUc/mMdodhKp+lie2dicEo3Csc/6oGrRRRbD24U+MIzyUG5VXXQkt4VT4bsIdFoYcoCH9+VJvpNj6mVDaHW0dD9Er7bg/PZ2kJ68j4wURLU7CVgVXrQOs2dhjNNSEkdx0GsuumSHEbWLv569C7fL4Sx3E71jCUOJbdS1GYwJR+LIkTWDeDs+3vfi8f4HoMRGRhXS+S9iL4wh83FS0THYvBnnx+dpVH0sy1D9Yht88IOCTiuf57T8KK+ObkGVIli1APGGxf3eF3jQ/js6/FX+ptrGT6oHMB0PjaaNjMR0vYdADZrfqmD2DqE2KxiKm8sVF75qFP3bodV6+Pp939UFZ09bRP0G5zMxEp4ssfocn9q7wIB3HsVsoE+1k9Y/RqYc4vLSJhpFg5/WB/HadSzZg9eWUUkQJy9okIaG0JdNNNlNLFJH2TsIjz4Kp06RLQV44juPMFdpI1froUte4i/sz/DBwTnUUghvzSTULLNdHkd2mpiSjx83j9Jw/ISXy2xRlrHGTfrjVU59uwaJLfTtCG7UX2plKKamBFig2UR3tTHd2AFjZQY6u1CWRlE6wmKv9Q8JEME6bl9GRgQd2muvQanEsGmS7LmK5ttM7MM7UT6bYmp98nQdWMYwIPV4nHQkTPzlV5ENN6mlF1A8gsRcX2oImo/YrOjoqdfRKxKaazsx3zSDw8pGvuGjR4VWzV8/hXbDIDD7KvKsj0TdQG320evMU3x2icC174JvebVLg3ffZcTcS3ryHmq2F2Pcy0MdZ5HLBRLuBmqtnQQqcr1KrDIN7UPwhS9AtYr+F0+SfvUeMjaoZg8JZ56TU71IVoLFQBZ10qQ3ZPJi8dP0+7Jkg1ES+lXSziMk5UmUgA1btojkfL1ObOEyVv1jdDoZSl2baPq8hBdm2J5/g1TuJMnpMTplL53+o0w0B8Fx0WxKqKpET49A0A8N+Uj3/XO+VH6bVOgi6WWF/h4vxbZ+Qjvd3JgHY7GMOr5AvC+D9tWLKJ8/LPz7VqFIktDsTmzJxZS1mTmzi3rTTd32UrM9+AoS8lwQt0/ky0xT5EMD++JMP/o/sCe2KC67XI6Rv5snnd2LbRjIVp2U7wVBZRiNiruiXIZvf1toVDTn0B/6NPLZTSQcIcrcuzNK9nKIDmce1ejCcNyoC9DlzHLm62/Tcfd2rGoXiYRvtfgjy/vANYldSKDOxjHaY6jaDeLFMprjE7GZz7fRKbwZ9aDr4Pej776X00Uv880tLDibIdyOvK2T1DEfhncb9h29qBcDGMEgqt9F1+5+Ti7sodIhMzUCncYo9dM5ks89h/Krjwif/qWXRILRMBip7yZtfhwbP6bVxiFPjiOesyiJGMmuJbrafExqcOOGm6p3O1++9Bl+//DLyDMBeoJlwgWdUtMvdMgLJXbszGHMF6CzEyWXI5UcJe3dQ3ybF3n6GqnoGbg+yjMLj7JQj5KzO+gih2H72bz0DgObZK7MbaNzP5y/FiDhSMT8FXb15LiotvO2dYDz9hZSkZcY7ryBVurEno6QrW1BaVZZljpIKDrR7DVSkadRnn5DODEtbbZMRrx7i589HN6gbqwfegDt2beIFUoo+TzkcmjSVmx3ATV6L0Y0jFqSiffZaNFllMcOi/usZX9awrLXromNucJDErvwAnJ5kETDQm3G6XXnKFbcBM6/CrWrokCpqqv8+YCIaV56aY0jZgVopnmHiA2E3tPEvRetbioF6eNzxK0x5AWbVHQMZfSujcbmJhsaA2SjwtboMpkFLyGXjG4HkWRwZAkZB9uCSkXGMIRL4HKBWdCxz1/l1JjOzN8uMRG7D7vhIJ/uJyVvYrj0LoppCtT+og98PuFX37GJy9c96LrwQ598coXdJ7kC2JloI33lQWzJhWybpPrnRK3i0iUYGSE2k2Op9ig+26Apt+OWbcAh5G9iekKojR7ioQU0pwvFtteR4stCH6RFM7ceLNQq3tv9xEpzKNGoWJuHHhKdBV+pk3lznqlsmHKxhmM7hCqLJDwgZ/uExsy68Z66XYdd6MGK6DC3DdExG4/z2KEc+VLfBvm9++4TjR327DzyxXdINXSGS2dELscn5pNduzYA7N4f/8+MXzitzfvj/fH++G8f7xUrjo5C+qk6drmKHA6SurfI0b7rfP2NzVSaAdx2lYY7gKe8RNOJgd2k4chIzSadSgPZ7WGrPMeMk6A3UiVb89E0ZSwL8kUPsxGFr/4HCMx+FKPY4LHQsxy+dEkENIcOiUA3LrgSlRZSoFIRamPnzonLfHl5Y3uuaaJcfA2lsghTU0yVAyLQMXsx3H7UphvJb/O1JxWu+C1KFTc+n6h0nzwJ3kePUtgyz7MLXby2vJWC3Y7cgH3RHCe9CT5kzVDbew/qJTdG6Qaq00V8egTt3CTK/JiwQCMrQnXRqEAv7dol+CgDAWJSGDm/g966m/HJJq5ahdlGlEFcpL0fJVl4AmVfLzHFQDbdJOwZrmeaREw/pVkfwa6gQFAnbO7sm+esfxjp3QD5mk3DhKXGIJP1OLPPx/nC70ugC2TAyAig6zj5HEW3iVPMcnlLkv4PdvDu5SZtUQ+ZZYleU0V1fMSLs2gTJXj2FdLZj5NZmEetx/A7Rd7Jb+ewXuPUcxAM+m6hGFREgzIQAx1BUaTNIU8rJJw66o08iYSEfLbKwMNRUtt8LKTLRNjBUjOAy+1Bll1QLlN9/gxTpU5idhDFqQEwUhniuPQ41+0dAAxxncfd32O4siQ4cdcJFG8A8lbrRK+8i+1aQNUjtMklFkoyeTmMuayi3nDoujHLS/UQNWc/qurFKJlcXozhq7iZdH2ahatd7BiwiNwZpO8ehUG7RmYxSlukgblrB7H2qwJdV6sRKzaRa79NYiiOugAJXwm5aBBTSgJFtoK4Y+dOdMtPuvgIbzl7edW4F8nyMPpSgN17oKC7GT4Upjnu5ehOC2Vgm6CKeS5BplRErccErZH0EMnCn6MEK4TmxnHLO8haXUiOQ95qY7szjrFQpve1H5NSaqRrQ8Q9LmTbYl94gmdqD1J32rEAd7NBeUlmetorUCC6viaMu6HasUCsMo3ZuJtGzaHpuDBNB83TySuVOzkiTcLLL2OWP4ZedrAdB9u2sT0SdcPGuj7BlfJmnlu+h8nmACYeZK+LwUEY3hviN/67Ng5/PLi2uVYKBPqURnruETKmm8vlLZSlNsoNL5LbRchfweuFTZ0+vvMdL/kFk6lRk2YTXnvFy7lzbnbubIGSQsjZf8qm7OvYoQi5XBRLksjZ7fTKBUZDB+mVa6sB6AjDpE/WsQMh5FNeUjMrYmK1Gqd/DK+W9qBWOrBcPvILdSLbvUzOu5A6N6OWPMT7WAuQ9uwhm4WTz4ISAzUH7kCDS0txqlKNiepuLFy4/B4q/k7ivVW03mFGr+dJO/djX3UhL+8nZY8x7JwSQZvPJ561XhdZAK8XpbJAau810uMQj1gCnd52AeUrIxuEoQJbhikO3UOvMU220UGva5GGP0KfvEhQqQhO2L4sSj3/s9us1nVaxBQDOeQXArCNHhKueWTbFDGEx4MWGsCeKaFGYhi9PlS5TmC3cCXVC9NUK+Bymlj4cNGkgZewVOHKuI/OwSYvv+yiVlvT2Y1GxWv397nJXIxgeixUM8HBPhfGUpXeNoNJzUWbkyPvdGLKMpbtplQEswlV2UWh6KK7WyCgHnukgf76NPmyh2/P38dIYzfVpp+gx2SqIrNMO/WcG8MVQrmRY/LdKl870b2uRuFltk/h2f8wiS61UTdlXgk/it3Rg5rbRiKzUtuovoNy6pkN0Wm2LcmJn8aZcA9wdc5FJOri0oiLgQFodsWYyzeJBmqclT/Aw3vyfGnHFNrSDcb2fJI/OD5AZsai3thDj7RIzhvk33T/ZwzPVmJ33cXRuI+Tf77AhyKzTBfaaQ8YzF3fTCgU4fg36my7OsXEzC7BuR4Nk5o+x3B/DX1snlP6x6nUXFxz9uOqNwV60wnio47lePDLJrIN1ZrDeDXKN+3PMNbcSsETo9gIkrPdTL/pZloVtaR9+3yc8sZ56JfhwpWNzSlLSyLYdWvzZEdmwXHoDU8jbx0g5ZlmeNMm9AsTpJsPkSmEUSO7SVRkvvV9H8+oh6nnDxAuH+KYN82w8q6YW9MEx0GbKGFHO1DrA+gNi3FzOxFKnJU/gN/VZLHqIhQCsyz0rW5Ym5ivd1OUg0xe8RMfrIO+omvj8q3SMa1q0rQox26HIHxPnq2/f6zWJ+04qrubRGeVk/67kH58nqs3Qlxa7CEStLj6pzZ/9D9+msPep9Frbs6e2U/BF6NSlJElD3VXCAs/HZJBl7uIYbqJ+mos1ttwJBnLcWEQRDPCVBoNZrQo/fd2kZk20Ss+6k248naVwR1rdFet1xoZARouzj/txfC4UE2IR7OEFA3lsUfg1CkBQLgYZUoaYk6HZs2Hp+kjJFXxNhuEpLoQLtw6QCxYYWTvF0mP5LG7JeSgn9RHOxg++0PIZBgdUbBLFXJGDxYSOVc7MbfGkq+XhHQV1QqSkG7gdzUI+CXeNLYxR4JmU2JJ6iBXieH1wqJaJVz38+IfSgx/UICVWzIrrUKu0tkpEOB6kuOVz3F9bjvYNkOuMR73n2C4eGlNk8jvh9/+bTExrYWbmBD/tsKJrwx2ouzrhk89CO3tAgQjK7cFywwOQjIZRju9mdhzJ+Bigyl1E7NSH8+p91G2Q4SXbI7VR6DLw1NXd1KuyoTluzi2+zrDv3+/KDSv7LmRH86SfvNDosBf6mNbZQTsQSSzxJi9Fckp8dVrjwrfvGdcdGAEu0lndvOO/w4uFfuJBEwuZLbzuaE3YUkl7ppAbpqkmn+HsjAh/PVgENxutLIfu1RBdZIY7gCq208gVAFdQp3WMRouJjUJSWowpndQ80UoWzvokhbQ3D0orkXYtEn41D/6EaPVHeR0Fwv+DoLGElu31/ik9VccyX0fpZgBWeaQ9Dxp/SP46iWahPDaTZqGm4ImE/TJqKqL+L39aJ/4dwy//jckXUW0pgv7/t1840UPvQ2T7PgCCdcc8qxKbHAM0oXVBBn790OxSMx2Ixd9dIZhKtukjhsLF34auGWHnh6HqWmLeqVJoeLBQV6h6g5xbGeN5Dt/zfRonafe2Mai7kdtDJFAJV1/gGR7BsX5v9l79+C47uvO83Of3bf79gtAA2g0niQBkBQpUqBkPW1LFP2GY9mKEztxnIztcmUqM5UdT3YnU7OTSm1qdjZV2cnUJJOtcjbxMN5YSmL5IcOW9aJeFAVJJAjxAZJ4vxpooBv97tt93/vHJSnb8dTUbO3UVmZ1qlD91+3Gvff3+51zvuec79cOfPwt/aq334bxcfTpF5g8eZypM5FA+/x6kuGIzox7J0l2AR/NafP87p2c/Y8+UtKkI7pE+nCae+9N02xCZqwP7d4vIn7DZmBEZ2NTYKC2i4hL2s0DLo2aR6GUCGJra/7noqkz+z/LUy8UORfNUhMk5ESUkSNROnvajBXPwQsv4Lx9LwkjgxMbZmAgTmurjLYxz5vLA2wWwwh0kRNa3Jc3+eRLXw32UDQK6+sBVaUwyaaY4Yp7B5ad5Ny6x5tD9/MZ8Tqp+x6g/Urolk4w1WqEof5BnuETPP4Li5jfrrGztURFjCLicqe2SrZQIP2ABgs+JBJM+BcYuytF4Q6fdO9b6Bdf59XqPjwXil4Hji9TpJOob7Bnx5GKBp7mk183UStlNlyNLqXMG+UkzarDhtPPQDjEVPizjP1SmfTaGuLf6GiWScOLk1QNTAvuUi8wtvMahOwA5R0YgOXloMC2E0HzmrTaITRji1Y0TfrVGea7H2LqmSqefAfiVoJJY5kJcS9oyNA1BuRtNjq66T00RFVNo/2jwxBrBvv/a197t+HmT/80+L2traAAsLeHHjc56b3AU3yKjL/FqrcfwdrkDze/wOPrf8dDUj7Iv0UxOChvdT0nEreFtGeuqEyF7sNrWNh69KeaY27ZLc3SQiE47/bte7ffY2KswVjnaQo9tWA62EvDVJ6fcjY/x4fedX8Y60KdU8N1ZrZ6aAo6TVvFFlQSYZO4aOKGO/C1KJEI1Csu/l6NBSFKizIv+4cZ6tom34wx4GeZKj/AmHwe3SnebLG/GVdPLPGUdh+hUArTDPpjFq/bPPUXDcZ+fRvaMlPXBtgUokFzYKLGlHGQsaMt9G/8SUADdFODQBPaJOUGIdVFk+occnbIG1kGknXESpO0sgpzflD5brVuN254AohrMHmqh4lbGkzzOlP5X8G7fgaxdYRJ8zkm3ifD9DSFvgfx6hYb1Th2s4lq2YQEi8PeAroZ567SNZi7Gw4P3n6mPx8jCjFfPMjU63W81nHEZp3Jo2tMiB4TjyT4o0dgda4JpTJdfSpf/4bCZiHExptNBgSNqeJhxhLT6JUKfOADwRffbFh6D5j/f9ek3//93//9/6//iffsPfuvNcMw+P73vw/AY489RiQS+S9c8d+fZTJwYrzBaHyHUx+W6MyonP63W2y+ssyldzyaSzvMLkZ5+6rG68Vxik6Suh9DdU3qXhTf81EEh4ho0hG1SPfKPJhdI50WeHRsHX90jJofR5aDhpN9+2D5aotmocUru4fI+z28YZ5gf6rE4IgEX/pSAHSPjgajngcOBBdGIkG3nCAE0detMa677w5Q6LvvDjjM5ubANDE9mRdr70OWfExHojdSZbmVwVPCzBc7qTUkms0gb8rnYWVT5dvvjLLT0LnRyJJvJSiTZNPpY0fspT58lHcWo8R2l6HZZMBeJuGWOFV4EtVt0VjaIZc4jKLJqCPZIFD54heDLqWDB1E/8gix4U7m56G5Z1Ldc4h7VXxEssI2o1mDVE8I9dghYvMXyJ/fpK+9QrEVZShRC2oQ9/aR2N/Fr/wvh6grnZx50Wev4NF0w9jI2J5M2G0SK67yyP0mN4qd7O06tLdLCJbJKIsIeGhmlUVzAE9SKVdE4mGLkFVnn79EgiqntHMUIkPMLujM1frZburMtffRangsLYKwuUltz+bEw7HbjbrMzMDp08G44/R08I4uXEA9e4aYscN6SScmtejwinxq32WGKu+QKV7mhDTLtY0YrhRCkXw6eyUy5iqlos/l8gDT5nFiXg3B9/j37j9l2rmbTfopCV2UpC72lF7kaIi/M3+Bt4r7eW7zIKIsk80G+OMdd8BHDm8yvPYq+esVss46CbtARGiRbO9gEEFrl1ncjuIvLPH29RixGDiKRrPQwnBVVoxeDFFnudZF13CMSELBV0LsVWWadohI2GN49ntkrjwPr72GWtwitrtEPrqfrLxDorLGJD9kyJwPuqQ0LQhKPv5x5jc1zuQP8ZpxNw10mm4YBBHb9DgyUMFyRFKHMmxo48Q+8QG87ACzl2Xm1qK0mh41OYXuN9h/QKBbq6MM9DK9kUWI6RhNnwElT8Ivc0p5FbVVJRNvckK/wehAm1OJ85y4w2Td6yec1rELZdyGSWWlQm2nRbKxSeZ7/0dQYNrdDUCFgwdp6L3k/D6iXRpOvc1M+zAlOyjN+Ii0w0ky9Xl0msyUhlnxhmj7IQRJJBwW6OmweWzwPG9fj3HOvJumr2GjoIguXX0q/+HrGsfvUX76oLqpMZFrJpnNZ7jUHmPNSNO0Q1TdCLYjUm+rqK0q9dU9cmsO12ZNNrckmmWL9l4TyTI494aI78ON8w2E3CZNN0yuouNHddquTFe4QTwh8NUPXg/0F4aGaDTg9LcUNvc05m5ICI5N/qVrnPDPY11f5snyh5kr91EVU/iChNYVIRQLBZIIfoiBwzESIx2c+hd3o44OcfYs/NG/tbgyY7O6LhLWBJoGxPwaW+0Omk4Iw9eQJdC6Y+y/N82D7is8sXwvmzsKc8VuhHqNfFPnhHo52IP33BMgODe5ffF9OHqUWEIkEy5zuHqOj8nPM7T7dnCG7uyAqjIzA09cOUJJ6WXZHSTeEyEf2UfGzRGTDd4Xu8av3LvM0KAfXGeawd/QUHDGnTr1brf+LVNV1FSU2PpV8lseWaVAQrOYPLjEUDTg3ldmzzNdO4xQ2sOQ4wwc6yAakzAX1wmtLWA2bSTPQffrCIJAh1RFlESSMZeapeELEtVqcJupVPAZCkGlJtF0QgiOzWi2RUekzYF0jdc2h8G0aDgh0sIeEclk0RrCRMVxhNuMZBC4nI/du0d7eZvGbosLjXFW7Sx1IU7bD5EMt8gZHTQ8jbIbo9KOUtw02Z7Nk+jRkMIKmgbfPttL3uthpZzETPWy5vRTC3djShGMtkg2bTF66SlSe4uB3xIEZp4t8Gd/qXH+ksrM9QhtS6RaF8Hzye+IbO+FaROiJUbYf3cHrfQg9/MG0bjEnz49yFsLKUpmFMtXMHyNthtiOXqUhc77+U7lES7NusSXLyEZdT4X+T5lUoQxWWumKW6ZvHCxE8plFhp9CKZJ3urgRGKRgtTL7GqKOe8gLTRsPUnZiqKILp4v0iVXkBSBiNii1IqyY6aoyp00lA4MNUnTUnF9CcsKCiqVyrt4wKc/HbhvwwjwrnT6piZz2ebSS0WW8zq5XYViQ0MqFck3dE64b7HqDXK2eZyF0BFMT6V2Y4vlFZHrOynmav1seH3kpSwPJ2dRyztBp2CxiNLfy3T7OML4OCU6EBybmpQiFoWG0kFXRiGZEhjvKeOWapiOTMlNsOFmQZJo2TKD6g4dkRbjkXUiQ2nUdi3gB7pwAb7xjQBtWFgIstlCIaC9ubVPVDVYtD+5bxqNANRXlL+/n25aLhe417k5aJkihhsiJrdp5KpMr2ZoOCFK7Qhh0cYId/LQv3w/hdQYP1w6yOy1MIYBruMRFi2iGOw4ncx4xznQVWYuejdNL4pjuoj4SIKHrIgois+Bu1PEOhS6MgrFtSZ2voTQqNPYLKOKLpGu6G193M5OeHtGQvA9jIrFQI8VHBO/NY760PvgxAmU/YNM1w7RJEY+5+A2TQTfJ0UZXTY5ktig984eJuOv0nn2+5z+lsKK1cfF0jBOZpDFaprj4iW4foNyyeO50gl8H9qE6FJrJGMevzn8I2rbBllnjQRVPqG9xEbiCM2RI+QbOq4cxvEFPCWE5SsQUllvdFL3osxcFNndheefD7CmlZzKdGE/sfI6se15vl77JV4z72XDzVLyk5TcBHtWjAn3fCDEbFm3p0Abh99H7koZ5foV1MW5AJTxb2oGjI0F73tjAy5fRp2ZJra/m7ybJpuFsGRypGcPJSQQSajoOijZbl6q383fvDHIBfF9/Nn2p3nHPMh1Zz8bXh/LrT5evpZmunqIK7VBNlqd5GsRHo5dQD0w+K4/+5sQm1erXCr102z6uJ7Ar/t/xUXnKE0/wgVOkPd6eMO5h/3+AoOpOrlajLekB3ipcpyGFKdk64Q7dTTJ5rfdP+YO421Ouc8xxFoAPIVCwWKNRlGWrjNdHg/WhRhjIOOQChuEzDpysxqsFWeVXLuDsqOTa3VS92MU/E4eiL7DYGczAG/qdRrbdU7vfJSqkKLmRkh3+QwO+Pya/Q300jq028w4d/KU9xi7bpqyn0DFRpdayHaL0fgOoXaVgaxHIhPh1BezqCcfQr1jlJX+D/DUdJZSCeavWnT7u6Sam+yT1xnxltGHOoOgcnDwNjioem1iB3rJmwlyZpqaFUYABEmgO2GR1WusL9nslQQqdRHfcbFdgXTS4Z2/vc7MWw5vzHdxvj7OtpvGFyQMKUY23mA0U0c5dge5ehxF8lAbpQAMvZkDZd5/gPH7Urz1FoSdJvlNl5hZpGJFOcY7LLCfqp9kx+mk1AxhO3AotEJstJtXzspcvgxTz6rsu0MjlpTI6lXCtR2O1KZRRId5xviW+hvMGuNMV8aJnXuOTPX6bX9FPk9j/ASnX8gy3+jj+laCmpDEsGW04gbDpYuMTv0xCxcbPL8xTq4Sg7ZJelDjc6Hvcm05zPlcD3tWnLar0PQ03GaLRxtPo9b3gmcsSeTancxGH+KSe5hVb5iK3EUz3IHc18Va1wRk+rjFllGrBdtKtC2O8Q4Pq+f4SO4bZNwNIlaFQ8oyHUKFyexFhto3gljoJsWkGg+TEquoogOVCqG1eb7T+hiuK9CWInQIZepCjA5vjx0/Ta2l0PY1dKnFiLeM4FhotV1u2PtooWEoCbK9Ln2fez/2tSUiUpsXdo6CGqJoJxAcl4V6hnU7Q9IrkekLeFZmOk5xeuEBnindy583P89rlTv5a+PTXKsPMNMY4+z2fqpqmrndLgRRCHyicgldbhPrUMjrBxA7UiyvScSFOgtPXyd27S0yV1+goaXJrbsoP/guarUQ0IQODwdAeyzGTO0Az5oPY6My4x9DCKlcdcbJt1O8Vj9OtJ5nSNxA9W7Gmt3d8Du/c1sku1HzON18nE0zzRtbg8wviMzMBINc7TZkEw2uvFTgz74R4tXXZc6fD95bPh/gzxMTkDJyqJcvkFq6gGrWwTDIJ8aYaY4T6oqhd/y0D72Vfm7tKriyysmuy/zOoSk+4T7Np7VnuS90kU6xwnhvjXioTfZYF9kBiUrehEYDwTAomxHwfMq2juMIGC2BbLTKaLJASm4EgYkkwdGjZA4m6PnF95PbVdnagp0Nk/xCg9p6lczaNHptm9nGAeaqWVpaB0a4g+zJcUZ766RmXoRKhZyVZkkap6hkkCPloftWAAAgAElEQVQq6XCTI9J1YqrJ/kiehLHFZPvbQcxeq0GxSOP4Q5y+cAebzQ7mav0I+/aR93s4cSJwO6dPw+bVKnPLYQSzTd7u5EToCuqBQZTDY0wvdCDcuIFRtRj15jnINY4q11iyBijkPd4+axK79DqxpETO7UVRglD/xIl3IZnOjVlO/8E6m8Uwc9tJhFiMvDLAiS8dQz0wiHplhu4fnab7rSkKf/E0s8sJ5m5ItFpgVG2y9hp97SWaUhyltwv1q78RBH7/mbjn/y/23wKPfA+cf8/+Qdp74DwwM4P6xGlSyzOoM9PkyhFmf7zD2YUelvfibNV0lnMqa1YfpWaIph+lTYgGUWwUwMf2ZfrkXR6KX+KffU3k4d+6g1MfV7n7H93JvR/rJJMJ8MjRURB2d9C2lrmw0U3DDVPyEoRDHhWpg6EvfIDIoWFU/eckr6oKsRiNtT1ysYMo2W7UD94fBFaaFnze5OudWe/iCe9zlCL9LFv9DHQaCL5PMgm7doqi14HvC7c55xwnwB7LRoitZpxaS8ERFBxPAkGgZcsIkoROnZ2cwwn3LdJCgUn3aYakTWZ2+znd/EVmc2mmwx8k1p8k9qmT5KRBlKiK2hPcSyYTdGItLfp01xfxHTcAT5MCp7RzqPv64cUXyTQXGS+eJWXtcJ98nqaaItYVJrUvyWO/kaIzo/LtJ0wWL7fZq8o4noiPgIKD4rbp9zZYXBGxU93kNx28RpuIWWa/sMK90SvsasPIPZ20/RDZHhtMiwdS14gqbe6JzJEeiVK1NM6X9tEomSwZfTiOQMONILk2lXaIcXGRgYkumpaKYjZQnzgdjGHeCtp3dgLOX8Nge09lzhvHsgRUTeSwvEAmHSgI65vXGRHXcZHJ9EFvv0yoVaZVNJgzhhEkkRnzDs7yIOfdCZYZoeVrmKJGXYjRDKV41byfnJnmjdI4y7kw3/teoG+0tBTkUEP7ZTLXznCi/Tqj6y/yEfF5hr1l8nKWtJNn0R4k6ZfZancQC9lU6hLjd8eoNSUsw8bwo1SsCHI0jK+ojI8HcawoBkCTXMiTv7DJvat/i1orQrVKJtXmxL4yo5kGp7ovE9peYcY9RqhdQU8GEvYz+z/L37qf5tz2CEUzRstRkWUR33Xp9bdorBTo2pljcd7HCUWZzye45x64MmPitF3WmykMKU41PkhN7iR5oIuhEZHYiTHyOZesv0nCKTIZfpEhdfs2IKAO9pLa14E63IfaoZO8Z5T8W+vkyxpm0wF8oo1d8m+scOLGt1BnpoPIutViRjzBaffXmNXuZ3q5m+FUmZ087HrdeIgI4TByLIyW0niw8WNm2+NsuRlcSSUc9ugeCHHqUZ9T0Td4e7OPG9UMdV/HQ8KXFRIpmTvvDMYhb1mjAbmCitKVILq3wXTtME1PI9+M4yBjOgq+LyDioflNTEfCLBtUWhqWK+F4IqrTQtrLI9g25bUaTqmO0RIYsW5wV2KJraJKOmETD5l8+fEKD/x+AMzDz4BiLTDKJllyjJbfwmjC5eZ+VqV9NOUEajxMT5fPY590icSDIlGiQ2LysxpDoypnz8Lv/bMayzNVljZCyFYTyxZJphVqhoLverS8EAgCalSlJ6vwS6MX6XjpO0GQ2xikZfgYRN5NHLLRILj9yEeC9iTbhmPHmNkb4vTcPVydE7iei9PZXCfj5YKbSCQCkKbwcTatbjZ2Q/T0yaxfNxjamiZflJHLRQxL4f6DZdT3HQ/AxrW1oOMqnQ66XW4+o79n29tkcueDPVd6k1PdlwJgfnIS3n4b1WoQq2yQ93vIkqPZP4plgje/zPJOlAMs0S0V6JSqjEVzeCGNu7K7FO0knhbFaHi0LYGwJqDrwRl+a0/6skqkO8qhE1E+9OsZzr/h0GgK1BsiB8QV4kKdsCawST+mGMF1hVsMBXR3BwDj5z8P187kOb87wJbZiSmGMQmT6lbwDYOQ26bpazTR8QHXFVB2t3jpBY/dDZOXz+uUSrBS0NmjI5jusG16lBJutREAQ1EnOPdvXA4ou0oWp6+9j7wR552dXixHwmiLhHyTRt0jolpYtoDni0iKREz3GCjOMtq+jLG4zcv5cWZKw5ioeEh4CJiESIk1lvQ7WVhVWFtyKRc9Yq0CW80UmmdwoTHO/LbOwopMqSqz2U4jWiauQ7DOO0uk4ybT1gSCbWEoCWJWiZoXxfZEQr5FWDAJCzYVO0rNCuP5AVAvayqOGqHRCnifb4mE2XawTPJ5eOCBYNk+9FAwPDc+HpzfcxdNSjsOhaqK6crIno0tR8iGS5jhBD/ePsZ5804qTRmhUiFtb7FU7aLhadRdHVtL4Ed0HojO0t1cDdY9BMVTzSHfStAXqVLUBhgaCyF1pciOqAhCUDvt6g8RKeeIyhYLRhZBFmlZEim5TrMtETOL5LRRphtHiFEn42/Bq68GjmdpKWgWyOUC6r2JiSCm+c/EYD9V2I7Fgq6Jn7Gb9UkEIcCSBgYg1Slgre1QqGuU2hoKDr7rcSx8g4P7LBYY5U/+LEiM223QY+CZNkMddRbMIYRUEiGT4eRXDzC/ouLZLrblEVZcNMXmwGGV/cfj/PZvQ6vc4o0flXFMl+2KRqUdZnFV4tJFj4uzkOwMpll8HxpehMHDOomszuRvDTH00MDtOE7tThJLyuTzUNuzkSsF4l6VEWmNQ+FlvjT8Eh87sMCQtUDupXmeLr+flwpH2DGT3NjQqBoKM9ejvFK7i22zk4YToo1Gf6RMXPf48tE3+fSxVU7sPcdo4yKnxJc4oO8QO5glv++BoFlEk0mmRMKYhEICWsinFUqykVdptwMM3TCgWnIpb7eRImHyuyKZSJXpwgEu24eo+TFaaNSJ0SbMOoN0UyDDNogiM9qDnH7nOLNrqeC1JkRiXpV5xtiN7ydyeBjVMWiUbXIXd1EEhyF/lRNfPYG5uM75727y/BmZZ75tMPOWzU49yje/Cd/9scZcuZf5Ygd5u4s9J05bCM6itXoHG06WvN1B04/guiK+7fKAdpHu1jqcOEGuoDJ7WeaNqzHWChHyThc1L44uNmg4YV7hg9TQKdJJSHBoRbt4SH+HaHuP5xoPkCdDiQ6UWBg/pHGsr8Cd+ecYsedR3ZtKgKIYLFRNA8NALeSI2SXyXjfZbptEqM1jhxc4pG+QXzHIuhtEnSptP8SKN0LbD4omYcFE9S3ep84GIJ0oklu1mW0fZM4exZSDQsvg/f2Mikuk2tuBX/O/yAaDXPEOEXEbyDhM+Bc4pC4xLi4ymGqQEGpMfqmboV4TCgUaWprT347elhZoGiIrmwpXGsNcaw7zw/r7kUWPO9+fDHjB778/2NeHD5PZu8IdvWWev5Jhx+nC9mQEUaQ/UaFHKFKohig0NHwPXAeifgO3blDeNrEMm/V2DyU/SRsNPewykiiRGIzTNXk/37o+wawwERSIhjrIRKrvdiqfOkWhqnL9OtxYkGjsGtTcCH1+jrv1G/iCxLw3Ss0N8jXRc+jQLV66kqZUDTR6XDdY7//qX4Eiw/SLDaYqDzFlnORH/kdpSTqrHRMIgkh+zeRE7aXbgCnZLLn4IWaXE1y9JrFblPA9n5BR5oB1jURhgWbB4I8qX2HL7qbgJEkLBQ4MWoyG1vnxxR6u1Idp+youEiEsZN/lAf91uu1c4ChMEyUWZnr019hMHWWllMB0ZJqGQLGqsluU+f73g/PtFp+4gMdEcolBcZNTxg/QUwrjxXMcTheIU+PDd+0yGloP4pjdm+LZEKzXvr7g/D1/Hl1qI7frLMoHSStVbDWKbJts+xm2rU5qno7XtghhkYnW+Fz8GTbsXgTLwpBiDIQLNEMprhe7eL10mGu5OHpMpNaUqLdkTFui6YUJCyZlJc2J3hzWAw9zev5+VooxXmmeoO5EuOYdxHFgxR1CdtpsWL3UvChmZxbDlMiqBUYTu6RSApmRMOOxLd5a7SZslMldLSMYBvl1C8lu8a0fJpk9ZzB9PUFsb5XM/kig4fGv/zWNnSanS59ks57gUnuUhq+zaA/hIFNwk9TdCHP+IbbcHpJSnYxcCJ7X/fcHFfZ8npw+zmxlhEvuYdZ2ItTrwSTc5ia8c7bO4lPvcO75JpUbu5xfS+MSNMqFwwFTzuOPQ0f3Tzu7vzYf538+N8mZ61m+8z0RWQ6km27lB6dPB6xj58+DqcRoZ4Z5VDlLv7JLdus8d9izvE88z2hXmU+frPHhrw6z/0SSWsUjuruKYSv0SgUKYjfDnXVankoq3EITWhw+phIZzaKODQf7vb8fJieJHBzirbdg4bpLfaeJa7rI7Tqa1+TBvhVmWocQIhqGF2ag1yZRXOKU8kpQpAUUVWRaehApEcNWdYb8VfqlPL8d/wZ3eFc41f5hAMzfCm4VhdyCwex1jbmlEK2KiWHJZPeFGR0NtuPsWxZzrxRo1WwMRyUr7TAayZEa60ad/DAxHfIvzZFtLZOwCgzJW3zT/GWWrCEuNkbxjRbXix3MvGFxuZhh+nUHaXMNaa9AeiCMrlrk/v3fMXtVZW6nk5aSCHKRRw8x+uggKeUnXsYrr6C06kxvDyFEIxh1lwFpi6arsswBLovHmZYeJDbeR2ZIDaoL/4UGhf+e7b8FHvkerc179p79A7NGAwqrTdJPPYteCHiEG70HaC68yHLhQ2zUEzTsEL4tIivg2CHaCLj4ARiBjICHgE+UJq7j80DvMsdXL6J/8PHbI0p6o8EnjxR45J40haKA9+dP8m/MCaKCQYkokgQ7YobZRIb//WmZ7EyDzzxavS0K9JP0hvNMMGWP4tVKiEKMyXNPMNHcDpLgkRHY26Ox02Sq9EtsWgob6SH04RDXllXuyW5xZa+P5HCSPlPEsoKGe1WFStmlsO3RqPtIThsZEd+T8WUZ35eRJNhda7FRtul1m5RI8VjoB0xEFmlUJabEj7Jpp1iRD9BZkVirfZjMj6PI8t+fau/thV/7ssrUjshQ5SKi5zDZ/C56vx+A2Y0GMztZpuqfxXMhL2Swoxl0QUCIBof16o/maLxaR21miHgaDlEkXDTaaEKb2b0sgt+JaLmEYypRoUIX2zRbAnPFHoqujzga5t7ENuLCDU4eWaK80eDN6iBTyif449fTpAZ01tct2naAptjIRGjiuAJxp8xaSefJPykiDyiILZtJo4eJjTfepby4GeQ2NitMib9AwetiQx5hwKsyZX2IMXU20BG4qS9gZNd5qjBCI5bg6q4HVoowDVbkMRypSYdfpCh0IeLjIyAoMqIWYjc0REK3md9VkGSRxl7QzHHmTAD4TE3B2Nd09P370b/7XfRwkLyl5Dpf5c+ZDx0FV+Zt+zg1XyfecLhvfJkPjNfpSI2T2+rm7FmfLlXG9UX27YNWzSTht7i4orOVF9mohcmZdzDs/gKf50l0TKhU0LvCcPwQ/+c37uC7rf8BoVpBlODL23/DpwZ3mPrrKoUhET8cRVKDzkPH9oj7NdRWjUPCFbYrPewKIotnIVt2+dPfK9K5fYWlpf2UqgksJYrXl2R3//1MRY4y9lWFiV6dsc/vUPg3Xydt5dCX62D10NDSFLruIf25R9GPH6CxWqQwV2DslW/zKafCVvNDrDGIbUW4sZOgi6sUXAe9Vgx4DlsSU9Ywm+EiGx3H0MJJXr6UpTNUxqiIiKKDZHmE4hE8JcR8/6N8zJ5mzxzghuPD8AjjEy6fe7TI8HoUfapKV7hOtR3HEUUkVUaWf5re9Kc5KY8z+bExJu8rY77Wxc4Zi8K6gSgKeJaNACSkJiHHpuJFEDwHCYkwbbrcPKPt6yyVDtKRcCk2w/RGtrBxOWU9xScz3yOnDDF2NERvIkGj8bXb2pw/y+oz0KsgrkF6KEZj1aRq9DAeKxOV43S2FtmvlPlK/XX42McoZI/fnrxtNOCpJ01KG03WKzEEz6buK4zrO/hqH4N3SVy7opF0oNZSiHeKYJukLr1MevcqhvMwsmciojDgrCEqEuk+BRKdAXDu3RSFffzxgFf7f9xmsyGxUUoEY/LOw4zFl9AjckDvkTiAtyeysRehZcPGkom8s8WC0Y3qttkQM/QZBQpmHP3ateD7ZTlArzs7A2HAlUCTRG/9xIjxLRqHrS309Tn0qAAVC448FKAesgylEhPsMuYvsZr6AE/W72ZXzLBRTzEUvkGjGSEr7yKHW7Q6+vjdey7TFzf446u9zM4XsNohQr5Iw40Sj6tUKsGtxyIuim9y+IjM5/5xipUVeL04xkbBxvHB8+HD+ht8PHuOprufOWJsFUMYRoCJDg7Cl78Mlhxlun2Mitei7CUCQFwVabgKJ7JNvPVNbHeMFhouMiomq800Scnn9TNtBu61uXRNodWCvSKELIWUojDq5TjYYyNWYkz+5hH06XcXVkEaxvMF8vUIIdrsugkkXExLoCNUx8o7CKEIsi+iyiqd9Rzi7gpp6RVmq8PMVeO43OSAxQ+mWAhz0TyMvyBQt1wE16UsJGir/TycnKUaHqBlKBgtCbvt4HohJGwqQpxDzjzVlopmltGHEkz+T4eZ+p5N18tvMm0c4oC7QMFLodPAEGNoksuO2YGPQMsLoYRljvbu8A7dNMx399GtIoppBv73ySeDRPtW93XjpiCcllAotcPYooTtOgghk954la3uY2zlurBlE7NpIzguIadKh7BBJ2l27G6QI8GX9/Zg9N/JSmWLtLeJblVAEJiw32QssUOh5wgfjy5wJvOreLL8M5p7IeaPxfmjP9RwiyFqhorni5QqEmE5xGbnIFt7MgMDnTy1q6LmVhjON9Dr9YCX3NVYFQbhQpvhuo++svL3qWx+ntj2T2o5/IT9vBHzkydDbLXaXL5RYUisU3OjHFWWCZtNtFff5pnWKOFwiJ2doOmv1RLp7QmxYWbwogI33G66DoSZeEDj1DosLoZYuVTD3asSC9sMtre4K1bj0qUD/KdvQN0MsVMNIeJh2gqaaLJyIziH33o9gt4dxHT79sFjj6k88oj6cyfVbzETvHRM4nu/V2Q5F2LH6ScZBqu7H70LeH2ZhWY/LzXupu5FqDlRQpLDyryDo3cj2zE6Ej2M9O6xT93g0aO7HM/s0vup++DMCvrhQfTiq0Ao+E3tGmOrv8lLQ7/MmzsjyIcC+jfabfTOMH/1pIrvBxiBIECt6qHbNWrVJhubdfo6DdBE9LhI0mzQ8sI0BB0RKArdVOQ0T8mfRVV+QJcmMrU1wWZYZ+WKQty7gyuX42jhj7PeTOIQZ2BB4lHpFXLX6ni2i7gpcLJeJvnMHC+eNnhrdT8lQwNJZPUFnx+96aJFpGDoSdGQUGgLIoQkXAHaroMi+dgWuDeLcx5CAJZXq+DFoFAgndYxDKj7Meyoi9sQqSm9LLhHMVyQbYc6cQQ8VhmiGK1QIM0Imzyu/oALrWP0alVaYoKj8jLhxSuk3TwNP0pByJIWCgEffnd3sNn7+6FSYUK9whjzrDZHQU0yvLCDrpiM9dgUtmwKUge5dh8h36JJFBEP21eoEwt8UNugkavS7BnB2VMCyjRPpjfUprrVhfYbv0zjeZWZGZ/VK0d5o3k3TUukhs6Iv8KAv86vtf4vxthg1TsMo+9He6PEq//rDcYGTdbdLCv5T7NU7WJrC0xTomIkUXyboh+jXyjxF+eP8eh/+gG98RZMTgY+8JkfoBVE3rhKQJnmCrTQUPBYbGZJaTY1QyLktbDQidBAbJn01tfZ80PsuSlKfowinUiKSDTTg3h8Hye/ovHjVyMsdtjs5W1Gjt7BVGOEsbs60MPObUHktAaiqKPFZGYaGYymxzV/gOvCQUZSdZKVFqYUTNMpqsDsToayqlLcC86QYvFdbdDvPavx/NYdNOouvusREi1KZg99psrGXpg+RAqdB9GrswHvdbUDLZsinw+AVUEAz3VIuiWiVpG8neBF9yusMYhBhBA2i80MR2/c4ClhCD+sIfhBKdlDQMYB3wOBgCTT7yJNGd2rcTJzjRcW7yUs2tQtGd+HliGwshKAta1WMKzh+zA+bLFfLTMpBgLUyFpAj7V5DK8zzsuOxORJg4nW60H+WKsFF8diASi8f3+Adrouvzp2nkflPLPdH+Lp0oO8fD5GtaJgEkJ1LQQc+q0lOq08x3uWiLh1ppKfoM9axI4luW5EOf92nEpdIhbpRPZMhvTr5Ksapi/ioLBHF568RaGiwLkFvOVelmsT2K5E1U/g+wJFoYs4TfJuGkX06Qw1qXZFGTg+gl11aDYv0WhY6LkcrWqLhL3J9Z1hWpbEiqEhJaL81cWj1LQUe+0o/e463+QDJKQfIU4MkRbjFD74i3hv7bLhd+IpKhUrgYpF21FxEWj4UXZJsyiM8pTzSVRRZrjpo7/5Jvzu78LXvkZ6tYj4ZIbOxRArBQ+75dE0RTwXWm2bqKrSrHrYooRqVSmTwhNkdnaCWszv/R7883+uMzE5SeOpZ5nz7ubrz59iR+ilOCfQlbT4i6+LPPqoTG9vgA/kcvDCC8EanJuD1azCfUfu5JPVmYCSy4uwKg5BuJN0tYreFeZIb6BpM1XLIJzf5trOCHGxzZx1AFETKVeizHv9bM6Nsu+IxuNf6GRitH6b310vrHDfsV7OPd2kYho4tk9IqCIvL9AaNJn8cg9Tz8r0ra4hbm0yGX4B/dxK4OOLRfTxcSZrFb7j9aMt5onZJpPyWXrtTW5zNkIQNIki7O6Srj+H6B5iAIMNdT8D5h6ic+SmWC44i6skmjkcR2HAX8dGoql10rjzAXRdZyK7Qt8HbzD/8jbZ2FX+dPeXqHqdrFm9KILLO/V9ZJ0SfSJUn62glTZ5uQL3xeYI99zg5H0tkm9exsmFGbAtNtwRBrIqonuTsnJ1NdhPCwsB1XBjnUn1OaacGH3ZOHapxp4TZtdNs9EaZGC1zNS/m2fs2T8JfMYtkdufFRN+z/4f2Xvg/Hv2nv0DspmZm5zyuSLi0j1MOjkw+5lafB/tjj5mc2ksVBzkoLPcA18WkBQR1/IR/CCQEhAR8YMgyuvkz649wnzxEp/ZfIaJQ62fUp3XRZH5+MNMXboTGgYFN4UgCNiigu3LzK86bG8apPwSxefy/NGnzzF/+DGmlg7d7rTbu1HAW1lnoxpnwL/IVEtiLDyH7tWC4CoSoaCN4tkuGwzQ2GmS31CJqyrv5Hvo3BejIqR4+GEQHJNjAxXOn7M4syjhV8MoLRdB8FEFh2jYRY4oyJk0vg/1zRaS67DR7mIousEZ+SMc969Q0BJ4TY8r/jhbbpalUhj/FZmxTQMxpDIwIjP1HZMxdRt9uAt0PeDTG/8RBUpoi5dpmSKN9RJ6T5RGxWHK/FAA9jsDlIUUfj1OR08HI5UQX/+PFvHrJS6td+E02gxLe0TdMlVihLEo+Sm2vF78mgaoZEWfQdUgV+0mLDR509jHQNIjHWrwi/XTDPetwtUF/t3GZ8k5KmfNYYS4zjtXI3Tqbexmg5hSQ/OaOIJMUqwT9duE93bZvWyzcs6hcySOaR1mbP8V9PxiEHzoOsRiFOx+vLdSbMiHaDkKG1oPfbE8hQ88jp61YGqKRtcwZ6bvZU0b5503o7RMBdptBhMKvfESO36cWlsk6TewfI2QAkIygiCJdHRCpRJCDQWxtCj6GA2fiOKwvCAyNCRTWG3C3DqFvgfJLXRzRvkAngtiJMRJ5TVKoSzlWgclR8domexcXeJ49xPYkQ/ypn6Kkx/JsHDdYbSvQVYsc7L2LM9cG8LaPIJrd9CyVAxniG96v8KaNMRnxB8xcSDETGmYJ849yrfnZOotF8d36PUL/IX5BUZ3T9NWJG7MOaiqwsBAENMYNRfvJohVQidClZK/H1H12Vh16K/muVDoJ2QV8ZwYgtemWpFZ2VToG0qxWoRoC9LRKCOfPg5vmnDgw8xspJlqP4oX34d4RiV7A67MqGiXNijtfgR7u8iqO0DeTtFQO+iWm0zbR/m42M2I7wcCsGKKdtXiRqMT23dYLEnEnShWwyQp1XBQSKd8kimZ6fIxCEN4n8kXeudITo5AeIvhd76P/kYdpqd5fOhOVoxeykIHNVckHJXQtCDRKhSCs+o737mta8jICDz1TITPfz7CP70H7nt/iNdeVHn7nE1twyDktRiXt7hiHkBwbAICEIMoBo/wEg03hmwbvLN3AB8o+SkOq2G+rXwKcafN5OAleveWmMk9xtQf2qxW4dpVh0ODLdR4CFFRufdeEEWFkw/18tKZB3jTzWKEoqx5I4z6S2TDm0y6z6MXLDjzNPrXDtwG2QoFqOZNNqoJLAc8X2ZAKXCwq8jnJjeZftmiqyPOi6v7SOk+Vh267HnObKS4Uf0ILzgPs0s3Ei4dcovfTD8FlsXKmTzpcB39lVcCxMs0Kbz/i3iCxEZRo4Uf6FWECxQiQ+jWCtg26d2riN1fYCDms7FsINgNLrd7SLkFSiQ46l1B9By0yhYrm4OkcwV024ZqlZniIFN/aOMZQYFvcvQGY/E8hbEHSR/rCwSslpffFRrT9QB8vOeeYHF3dQUJii4Q3V1FDudY2VapNSXa/iD4TVwhTNXuYGBfP9NdUT76IRf9whK652JZLRq+Tlpt4Ts9JJMSGAZOucBIR4nO61W6tjp44rVx6hUPU4yAb2KIUYqtKIPOMv84/Jc8Mfwv8T/Yh6IE+iOf/GSgnfG//YGNHNeph6P4Bni+iCxBhDq5HYXfTX6P5/NHeY33YxIKYDBPpNbuxgtJvP66T8MEo+GC4+B6Ekm7Raea5+PqDJGD43QlR1i56zOkzR+g9/WRbgqIOx30qhaLhkSXVKLq6PQoZdqWwn5tk4an40ohYvUaB7jEfa3nOGuPc8Z8EJ0mMg42Eh4SEg4uElVLo22GEH0XAQlN9DB9BVGEe/vWed2+B7Hl4yEg4uAJIprYYskbJtq4ztdfO8xkbo6Je2bo0y/zSshmw9aYdu/G9oPwv9MrI9gmIcHCdmUkGdpihHZPnEeOyExNBWD8rfEdXj4AACAASURBVDxTloPCV6EQ6KP9wR8ERZGJiWCpnDwJL7+skOzRsLYsYlEPRw7zjpHGvqFSb3bhVht0U6DD3uSwd5VfFb7FX0pf4bxyPxVVIdkboiMT4unig8jRfYjNPJPJs0x45yEaRffr6NVZRg6GOP7xJQrtGOmxnxChBsY+dYj+1xtEcnVKLQ3PE6j7EbANFsud9HQ67Mzr6M0hGqHP0GkcYlL4Dvg2X/e+wo3mIViOM/6Fbb56/xUmsjs/nXj+rNj2z9Ny+An7SbrdhQV46gkL7ZLAgY4i7d06Q8o6AgJ3ObsUmxk038BxQsRiAeicyYAQjhAdyrIw7xNPSkyvSny8EojZfedJk57Va4TkMn3WKkVjgDe+4/PSE8NUqiEKhocouViOHBSOPAW75dOwFBTDRyp7yKpIrRb81k9q5P6s6Trc8wGNH985Rie7VA0ZM6nwzfj99NlPoA8c4pl37iUsOWx7GgJgujIhz6BYVQmFFGTHZKN7mL6xMuMPLtL70Q8HCX4kEhAaDwwEyE00CteuocfjfHL3L3lk/50UIqOk/8WXQI9z9iw8/0qAYQP4vo/kO2gYxNu7DERriKUiww8KPO5dYE/NMLsLeUfARSSpedwQj7PqtSlJQ5h2GhIHuX5DYWXepF2P4PkHkQQXZAW3rDJfhHPWBzkc26BZdUgIdV5+9jCdL1Z5o3GEmhvF9NWgGcECsSXg+oDv0fI9OrUWnYqDIcWQwiquJSI0XRTfx7ADzY4Oqcp4Ypvhg9ptAvv5+aAWVK1CsyURDkUJqRUiaogj0gw/rH4U1bNpEkUJ+Zw1JliIjTISmiPiWIxGclxV0nSwRbezxaT3NPPeAaZ4BE+VEX2XyexFJgb3go3cagU/Vi4zv51hqv0xvE0fMaxyMv422VSLnBPimcoDLPl3YJoaYcFBlTwSGMSUNmmlwkzzKFO7j+AhUkRDlAUGw2UWmgdR5zf5/b8+CK1/gj7g8cyVFE0PbMEl4jWwBZl/4v4H9kurzLRPMOV+iHeeuYuZ7x6ig/20PBU/pNEKSRiKF4DMbRvfEWn5MpLgU2zr9EWqzL+6Q+/xGjNfP8+UlCU3/QAzix+haSvkzG5ahPEFEZCxRZ9cLcah6DrX2j10+GXahHhEmSYjWv83e28eHMl5nnn+8q67AFQVUCgA3UA3gD7YF5tHkyJFiRQlS1ZrZVGWZMnH2FqNPOv1jGZ2PDveWMesYzxeW2vaG3tM7A5t2SNRljW2SEl0i5RMsSmS3WQ3m+xu9g2gGyigcNddlVV557d/ZIsabaxn17Gj8ExYb0T+UQVE5pdZmV9+7/M+7/NQz4/itCzKnR0kFRdHSzG4M016p8Z6KzKuXV7WcByNjpcg/84hzh+e5ehgmdTJ776dWz0y9nG+85299D0dOxRICNb03SgZj4N3tEjPmfgB2IFGYWec1TkZXQfXFQylPWQhI4TKm29C19awg0iayhcKw4qF3KwxcWQMT56lF7vKqcQ0J8u7CfU9eH+celutyTAgLpkMd1YxApOVYJxNRuiSwUXDRUcJAxZaBe7Ib9EO0sQ1n8BTUIXHkNRij7ZIKznOvzR/nirDFIIaP5N8lYHteQ4sP0enfweSm8WSU/iBim7I9CwNGZCAnZMye++Q+efF0xTbLlTimMVpTtx6kNUdh6jU4kzsjPGUpaF/+F1MHn6J1KVXo3n4zBkAzO+eodpLUJBNUrEYxX1pPDPO6+Uiqx0ZBx0QSEBSbNMTSTQpoDq0h6P7+szmFqg6GapWn1fPv4utLeW2fZNCcVBmKOMxsbFOR41jCJup2AayZxN3W9RudPFdi13uHOtSgQJV6hTIyU2ErDGT2sCISeTHsqgzDTaXetQ32nylfieWdYSPDrzAkdQt5O1NJrQYV/rjmHKOU51ROmQJFQ1fyNwQBYalKmeuHeKQ2WHMlHiEy8hS4Xbha5hDwTUu+3sZkJtsiWE0ySOUdJbEJFvSKKY7TK4uOF4NmS3XqCYnKeTh+LEazkrAlgiphnHkMAaujh9ItFshfc8gHprokkVC0jDlNLIcXaNr16L3UP/uIie9X2WxKVgmRasegudSswKKQZX5v3Qo/v09xOORHcP3u8MUBdZrOq+sTPLw7F7mt8Z4YuM4c/YkvKGwZ73DZ4NnOPrZuzl69Cil3yzxT39epbvssupl6HmgJ1V8eQSv71NuD7Cz0aa+VObx/1kl1Wy+zRh6uCfxSngXKTR6GEyLm8h2n8LF55naLTMbE5TTKvjXmOwsguVE76Lp6ahwadm4F87T9gYwrC1I18BcjtjjrvsDCTTAFEnK3SEmletsBSnujF8ilhnl+KEKqarC+UsqtaubbPUzgEddySOrcb6m/yzypYc4Pg30Rzhx/h5C0aXtvZP2cJ7Odg5NUvAClbjaxdUS1HshdtNkvlYgHvR4uTfLcLvL9+bHuC/2ThqehkzAsfgl5PgUx+/Pkrp4FZ57LtKCazSiosjQDgbdPp899hZWfoJeX+Jr53Zydn0Cy1NZMhWU5U2e31aYMepMFm+bmv81BIUfx98sfgzO/w0jCAJWVlZYWFjg5s2bLCwsUC6X8X0fgAMHDvA7v/M7P9IxeJ7HK6+8wssvv8zKygqtVotUKsXIyAj3338/73nPe8hms/9J7PdHNda/i2GakQv66rkNKs0UE7bNU5l3IXk+20GOubkcsiwI/ZCk6hLKCgM5ha4r43mgaRK+C4EXIARE6b6gJ+JsO1lutvOceD2k5JzF+vpF4lNFahsu/WSBr7UDVvo5tkKNlGrjhzqa7NFxVVyh4Ns6npxhbqnJG28KvnmyTWu3x2ZdI5v02Hqzh+rGsXs2c36WPC7VIEFKb77tDFhovYbc20sxWOBqOEtS0+h0NBIZgbXR4r4PZ3j/1BJHy0+T2ugSvwrn3J+h5WRQkEmFbSRFIe57JONphkoWhi6Yq9qUayl0HM5ah0iqLuWJB+HmTfpqGtfTCRQDx1HBd7h52aeUrlLZ1igNLVDtXiCVqsJ992GO7KZqxlkoqzxX/SXi/QaSoXFf+yZTE13CiwEVZZJOkKSl5CAwkNwk1jWQnYCSlcXpB0hBiI7LtLbMHmmeG940J6X3EKJiyQk0X2ZtzcMNS8iiyxwz6DJUTIXSa6+Q1C/C9lXOd3Zjux4LboG+rNCrSmAIat0YmaSM4fUZUlrsCMoMqF2OaRd5U3+IM0tptsIsS02ZldJBUrrDLx25QMrwqd73IQqDPoWNP0FWJCb0LSrxSSZmYniH76M3ZWDmTVKPPUZ1VcN2p7j8TZ1+HyxPJ5FUoaBTvH8YZdFEv3UdtdrjkF5By6Vh3z68bIHNzQjLuHwZxvN9NtdC0nTRWgG7qivIlTHWvr3Bk88fwN7eyRnxcwyEVSw5yYS/wXMjn8LzBuh1ErSkASzX4rR3lH/0HYPpwSbS2HmOf3yS/bHvslaPM/vGUxS9Cs3mA7xq5mig0Q3SaLLOMlNcN0xODOYo7dvmhH2c6zcN2l3o2zIEMlVyFKUWr7uHObNRwhzU6TQiyafNTTBkj44j0Q5TnBV3kZD61BlEWBpJTeYNaxS7FxIEA3SFjqFLxAnI5WQ2N39gohgBpusczQvM/fdywn8Pq9sGlQsRu+nyZRhMCrqb+1Fcm7QYRfEd2tIAApWWVmBnqs7J7qMc4VVSSp+1cJQz9mFMTade04nHodM1SBgGceFiJEL25LvMOTsYGIULjSNMjHicnDzGf7O3QuqZr0B1G+bmwDQ52vkWf7Brkd/a+Axbqd20h6aY2p942wTvxRej5LSyHOLbPlvLAbmihmmq5HIRxvUv/pXBs88avPS1PtmNRSRidOo2y/U0niURIDFAiw5pbJJ0RBZX1vCFih3K3FJmadspxtNtnmzuIDv7OicW9vBGLMXpUy6S6zJ/SeGBHYscfDDLT/7kKOUyPPPGXs5Vpuk0A9SYyvhwH7Ue8NnUVymKDajEIwD6/HnMsT1U11zCgUHK1QRpo4vlJUjINq4S48PTl5nZrnGotM5fbo0zZ2RY6eQIhMKak2CXC1/zf4V1ivRIEMNlUZqiNnGEEy/uJXR9ZNPmuPwssxdvUvXGiY+8heykmRgKqdgKRaNDmwHiCQn0AdA0UrtHON45wYnFGn57kBeXdqIKlzXGGGaLljzImL7NE9s/RbglI/uHOB5/gdkpiRMLe1gtGVTO1plQZJ64WiBDDEdrkZ6QeKykcXTXrkhYPJ+PEpFduyJ6+2c+A3/6p1AosFm2mcvew/wCbPoxer5BMhQYkorqBXiJFJUFGyk3xBf/qMnZ5THWGwbCj9h1vq8wmWvRlrN0tx101We5LHg0M4f1nIPmFFGkABGGCFmmHaapKzl+s/JpyBcYSt7CKuX46MeMyPzxxSu8/OQ1Tp+9m0rbx1MyGHGDwPVJhD2CZpcZY4EZ5xrvMJ7jRedlznI/ITJnlHcwlna5YO3DlFT6lkB4ApDRCPCERsUa4s86H6R9Ksf1V4bYN51mcuZXOX5fh6MPZ3lk7xp//HtVilqDspcnrkTeLkiw7WTJx3rsCq/yUwMvsdLN8j+Y/xQ/UKiRJ4nJoNKFQGCRIEDDR8YLdRRCAGRCDMklI/fIS3XmmntJ2k2k0LgN6QdooQsS7JYXWfFLCCSeWr2Xm3/U4VLnXdjNJU4F9yEAU0oyJLdpSEPcq15g2R7DkBTCQEGNqcSH08i+Q0oTpOIaqiRwfJlEQsa2o/HcmgvwLQgCjccfj9YpYRgB0efOJUgMGqh+H7Pu4DT6tJwQ09XRJIVWYHCINXJSg/3KHJ9NfoVcWsM89h70SYVuV2Fb2U9lo8TERIMT+m5m9xYi5un3meqbm6Se+QopVYXv/TBrq1rukbDqxAgJg3QkDUFInxgJOWS1G8f3YxCM4noSh2I+T/kfw0PhDf8YWwxDT6Gz1iP/3RVmH7pC6t9PPAuFH5ja/99dQP+aSKUiBZzf/V1obws66/s5KC6xz7/JHmmOs/4xXmvfwZkr4zRmkhw8GM3332eXTk7C9esasTh0erBzV5RTHz4MbqsPQuC0+5yzdqNrgsXGOFYiYLumosV1vL5LwvAQfoiKT4iMj4IXxPBsgRTV7+h2/9oaAxCRRJ58Eq5uD7Pm5VE1n3JPYWxb4fPaz3O/9xL26DD2Upyk7tH3JHTh4guFAB/blZCCgIm1M8gryxRu/Dmc2RkZdh49Gi0MPv95NkcOM38jYDY2R6q1TVUeIV6uwb4dcPEiqQePMD6eYmgomp66XVAVQQKHvcYih+K3kIXC8aNrpApxjk5n+c3eFV4bnOCZcwbdnkLdztHtSjRbLiv+ftKaSv2CguJZmM0QL4yY7KAgXBlJCnAcGddI8+r2DCnRpR/oZEWLeXmMfqBhoQMSAhkpgEBIIAkIBLoSIHsu9w7fwo+lyO7KMXfJJZ+os9nQsFIZDMnlodEyP/OOGqmxQsT0JsWJE1EeYJq3LZx8ncS+Ep5TYu8dyxx5fYWTraMYhLjoxAZUnos/xqGpLieuPICiZEibXXIZl5yzTUms8UTwMyypO1k09rJruMeJuz9G6Z9lsdLDUWfVfS9i/uWLnPirA6w2ElSYQLMDnuu9k3tiNa70iwykLIJYjgELrFBhItFif7DAY8mXIZPnxObDrLrDLHlj5KQaI9ImvhJjp1hmsVKiVq7jywahELS7Eo4nIYVgE0OXPCrKJAvBDCelR1l3x3gxuBcXhQrDqAgkW6D7AjXmEXoBRWkTlwKSJHCETpY2oW0zENb49pslTsb2Uy1ovLw0RdvRcTwZX1IRoQSyhKpJ6LLHgfQK2epNDkiv0BYpjkmvczS2yORkivkP/hOefDrP2JrHrW6ewEgyd0uj1op4TVtbETFBiKjW7Tg61VqeP7+2ys8UDR60vgu5HGNbJ5ia2MWVK9E9EwqJvg1aSuGT/7jI+FCP1WsdXr6S48JbMvmMw1ZVJq/1yHldHlHmOfEnB2k0hnFdAQhkSZCULVKiwwMTVRruEPX0KF9RfoEzFz0GinGslRjZdjTGbBYcK6BfF6yICS75exFImCTxURBIyAgkRSbrbCEnYkzdnaN3totldTCsNvep53iHfo7HpV/jjNiHFcaIyw5vdh/hrnOvct0dQ3H6jIoeDjEkWaHnJElKKl3STBhdhuQ4n/5Qn2LpPjjZh1KJ6rxH2LeprLex/D5XOjmMsoZpJsnlfpLj7393VLR1Xc7/uwVOtN5P6IXImsLx3hVmB8Z5ufsg65sSASoCgUJIjD7DRpsJaRVZEhScVcyRe6g+9FHiQzEa6wWCGwlcNwKOPQ9EqDFzuMG90iLzN2USQRfZddkt3eKJ1Q8SSgq1MIMhu7wzfIXr0j72SguYUpaZ+DpjYpPjsxVmpzzK1gRfvTbCtUaRF6wHyUhd3jJ38y+H/heOD7/OU71BjPQu+qZEI8jgCA3b1UFW0P2AJUbI201Ozo/xYPsmJ7ODPKK8wEl1LyWxhozNh2PPcd47xGV/Pz05RSgptIICluRwTYszHrf5/dcyjMVHSVi3c4/JK/x35Wd5sfgAr2zOck47SCdM4QnBqjVGLcyiECKLACSISS6eiAES3ZrN5nev8sfPSwi2WFZ2RZ3ugYMQgrzUQHYtZue/BeYYlpVibCxqyoTbCkWSzPbQHq5ph/hmdg9vbE2xFSQghM5qnfxZk9ncd0jNzlJbkVi/2afWz9C0DTx0hAWSKiECBQWJzabOnJyi/KXvcGBgLdLdq9eZl+6iU3UwGQR8ZAKOc4KU34KbN5nfLHGifj9hdwI59Die/B5HEyqUy5iFKf719/bzun2Ynq8zqJboWCqPJy+QctpRpQsib6jwCE90Ps4b7mHqYogBucu03+JjyhVm33gF89s1Tjx/kNDKoXp5MrSoMkJGkzjb3kuxLPOFL0AymaA1cIBKpUVxoMtye4B9hzWuL+lk/AZJXWIm10Yp5HjjvITl6zTDJO0gxXIgMay1OO0dZI98k4LW5KcHX2KylILXd7B0ep6C1oo6BIOA895BTgQ/hV2YwJpP8dGHBpmekWjf6FMcEcyt6Wx7Q1ytTfOsuIchucW+jWV+sfUSM/FMZEB94Mfg/P+f+DE4/zeI1157jd///d/HcZy/tTFUKhUef/xxFhcXf+j7ZrNJs9nkxo0bfP3rX+dzn/scd99999/qfn9UY/27GtVyj3Bugcp2DqvnUNFKxM0lGB6nsqwTKjq9nsyIUsciRi4TkhzOMHkgRq8XYS22rWBWXbY3fKQwwEEnjo0bamz7Q2TbfT7/3aP0RZzzV/YjkHAkgzp5lIQRSVQoAlUGhzihkAkDgYQCYUA3SPCF83dSSRRZ24BMDvy4B0IgOX027WEyosMZ6S7eHbwKcoxCUiFlRe20u91rfE/chxHaVMM8k8YmMT9gIiMTs5oRMF9dwry2wpSX5h73VUa0Ilv2AF0pgxA+SdVjJBaw++AYn3jM45c/bJGTXRp+BiX0OG/O8qXaB1GNLnPuBIGRwFAFUuAjkBgIGshuwET1MrLsUTj9DXDqnH92kxPJT7CwdYzvbewhEfboixhpt8+rxiPcE1uiXtDItmxMKUlcuLiSTnPTIZ416PUN3GCQWLxHEAa0wiEuiru4zn7a+gC6JGjrGTRdweoFCDWkbquEYpCs1GE83mUiqCCHHmtrgid7n8a2BM8HD9IVaaxQQ1FD/DAkP6IgApXxdJ9WJ0lCMqiJPN/189xqTlC2RxCShO/pbC0arLUe5i82HmTXjMIBTUP2HY4zy/GZOU7ckikNwGZjlHp9lK/9bz/MuLUWfo5McpJmU8EwQNVlRidjeBKkSjILN0rM5BYZo8bxfRdg+AYn8n8P35K5ejlg325Bd6HK7tgSpq0xIy8x1mjyyCt/yMnnH2C1mWTOn8aUM1T0nRTCLfqJIqp1C1kT9EQChZAecUyRpOEN8matx2F/hfqTdc7q06j1Lb7XfJTj4TM8rD3HWekgSc3hgnYn3Z6BjcFr4b2Eg9N8e2oIe2uQ3lwENCmqhJAkBvQ+oRCsbMcYoE6lNkoyn2BpCeKhSbXm4wcSmwyj4NMUaXwMpEAGW8YPk6j4CAI0VaDIgtK4xI4dUfPIdrlP5VSLCR1OVBLMPtih2r9JGH+UypLPxqpPeV3HD2S2t3SkMA1hmjgpClqDGA5BKsXQWBxL2UkYXqSauAO6i5xUjzNAm4oyw8CQTLMJ07s15LrM1JhNIdnnng+P4p9qcv3NPhJQKXcozc1TXb9Iau00Zl+mGo5QaLVIDWQoxtr8l3df4kQrQ3jfDJ4Ed94ZAQdnzkB3q4ez5RB6AbW6hNLoc80dYOpQhqeeigClS5cgOz2MNZzl/r0ttHKSxl9ssi6nCQJBm0HWpXFq8ggNOYclEgSyiqKqNNQ4XiJDuW0zFm/y23MTsGMnl173cXoCOzTQcbm4PEjeqPBFJce1BT1iwbdVXFfFcaBaS7KTYc4NvoMPKc9CPI556iIvvj7C2YVl1PwAVWUETdmDkoqTFxYygoPFOt/zHuTClQpepUSlO8CWGaftxwCouANc0A5SD3N0SRGgIFDY1sf4PzY+zIDxFptm1ML6RPBL5EUTdSGG/Acmu3c0IdCRRsZYaE2iD6Z5ov0Jjg+e5qi6DKurHPXLZFOb/Nr1T2AEFtUwiYqHRYID+jxXEsdo1bMsdvNMiApPFn+KT6pLhDN7qNwgYr/U4jR7u3FCHUuKk+0H1Noqjx8PSD2iY16vUB07Qjw/hHXn+yk8fIDUBz/In/72El9YyFCbl1kMdqASIKsSmuETEw7jyTabgUFRbrPwPUEpY7LVGMUNFAKhEpNcUpiobQ89Y5CVO2jdBiW5whuXdO4rLbMZKvhCQVWhF+gYiseaGGUhzCKqMkMoTI05fPnLBt9+xiF8rcmp6/updUIcESBJHdRUmoLeZUA02MtlxkSFgt4mFXh8KPEqDzvnqGol3m1c5cnc56AexzMlhB+AiKTfdFw0YVGRJ6lXQ15v7kYRAfM3FI4VyzRXh6kZKc4sTTI0sI1TjZNUPbq+ihnG0aQAUxtgj75BUe0Qml0eb/8zuiJFjwSG5OIocTJqn5owCEOF8N+TuJEkGJJM4pLNfn2BffEKNTdDdVPg9/sodg851FCET0bpEVM8thjBkwyu+HtQ+govXM1F4AJTxCSPbTlPUrYQeoKjxhxJs8tuZZllv4QmBww0m0xcXmcs3eZc/RitdhJNjTEa9xHpDDVHwjJDQgS1hT5zvs+z/1bhxuYAHdvg9OkIo/ZqJlmzjFVVsewsVhhDSIJQCAa1LlIAjyinSMUER2e6lD6TZX7vGLEYfOMbcPp6nrAwSEUrUXpApXr/JKkLT0eyaz2J6ppLwWn/oOvrxIlIruJcmfjL30aeP8h+u0dZegRZhPioZGnTCoYYKUhstWUURWddGSc9HCPuxmk3PFrtHL0gDUi0LY9uTKO62I1MJb+PWv8/adUcP/4fZIyZJjz1VASAL29oaK7GZW83SbY56T+ES4zOZo59pRhpW2d6OlIWOXUq6j7q9SIgrdWKDrm2FtUFnn8eAi+Dt74T4Y7TtVUUTSadCOipKsPDYFkaYxMysidR8sp0TBmnH9CWBggUn56RAznavyE59OaqmPGBH+pG+P45nDgRjWFtDSRFZruuk8tFnzOZEd5sPIYp+5hJFd8WJCUb15UYoY4pEmQUm7jdZFi+xXGeJlW+Av3tqBg4OwvFIn+a+0d84RsQBoJO02M4YVKya5TdUSavr5J9Az568M858ktH2bPnCJ1OVCR3HchLFjvyNncZSzx8uEFqqgCf/eecPxdw4myetWWDK6sRcKqqEACmH8f3oV4BOfSwTAlPGIR8H2YPgRCEhOz72LJGIq7RMjOEQtATRdTAx7udVocoKFKIpESs+TAERQJVeOyNlxn0tsmO2FirNf7ezjJrGwrhVBpPT3Dfr97Nw+8b/SHJsepSBBJevx7daqYZkTRvLGokxw+yuTrIhl4krof0hUwqLfBDmfgdu7noPUQ9PsrSWgpPl2lv2mgjMvOJe1hzpjhlHsPzk6ybcTr9GJ//k6g7pt1O8a53fYj9n7qP8NKbLLnjrLZTbNk5DE2wsjFLZlCl4kOx6DIWl5i2LvHh3CkebJ4gFbRZ8icINYMr3WnW3TxLwQh5fZwpe51WkGbD0lgPswjAlXR8ISCq36JIIaaU5r8NfwdJltgWw7hCpUsS//Z1DpAAAb6D6nmMGQ3u9M7TlzReC+4hISvRmskd5BfmfgMjJrPtDRIbzmArPr1Avi3LEqBqkEhJJBMhR2K3yAYNflX7N1zTSpz1jrKo7KHsHeD4UJ+jv/oOSh+D3/rNgPalFOubCvV6VCDa3IzIs0EQbb4fAfTlRQXN38+rV9L8r8nXeDD9OoWxNqODHyQZm8b3VIJQIpGIdLyPHIFiMcnk/iSvn1knvtoibA0zIVqEocz79Ffo1EfoN9YQYY64AU4QktX6TOjb/KsHnqU0FeeryXvZvlnj9HkT09GpLIcUd/j4fvRsDw5CZTFAkULW/REkKcQTKgEKnhTpzfhAXPTZpaxwV2uJC2MFSh/I4M3dIr0+R8Uc5Fviw7zQvgc70AiETF/Eeb2eJJ2o4XjRc5Smy2HeQpMkhJC4Lu1jWK4xpMs86pzlyOtA5rZG2cAAhS89jTwfMOHcZCncSXvboOUleN1W2LsXTpxMMPvZo2B9ixPBB1j1ElTEOEUaPCnfySfvnMTdzqBIIpK4Q6DhMxw3OZhZITckOD5wgfn0XZw48w7WNnexUNaYnIyesTCqjWPbEaHgt199lIcK1ziYfpO7eqe5J/YmT3Q+yWpYosIEE+oGgYC4EfBA+AZBCB8wXmBGLFHIK6T8JDBDsrpM2Ely2dqNGcRpShl2Sus8pXyc3yr8MZ98sIF5scuby3laJnScqFOdQOCRIEmfRpAhZfVZXDPY2VxhoLjGY6ll3J3t6gAAIABJREFU6HaZ1FZIOXU+ISd5Mfle/qj7cd6U7sYU8aijXDjcrIZ4WorMt1XSXZ8pI4FzM8M/zHoc6H6Xe0bOcs67k1fi7+VUbQ9LrQQ+Mi4ScfokscikXTqqhqzKaHaXS5VBDL/PZlggk+yRT+t0LZdhsYWBzYcyr5HSXKhWicejwmouB64TEviCTgveWhnkS6O/QH3ApWXo9DoBeD5tNUG34VE146SqVWhoBKGE6wn8UEFIIIQUTdNEXVQyIdhO9KK8dApzu0/ZGuFpaZZQ1lA1yNEgF7aYNZZB1TC3+5yoHmNV3UElMJgIyjzVfz/6rVPkdwzxtTfu4Lv9d9AMMnho9Lw4GWmasjXCgVgXEgnMsT2U3/FJvvrCOGedGRbtPL6Q2Q7zbDZ91i+P8PJamYca3yD0bSqdDJ5qUBMjyIbBol3CrEncfLbNUF5GymaRtTxKYZBF32X3gyrZvMaBB8Hq5PjoQ3USpb089YxC8to6yBKKCLCFgRKGtNw4CaVLRS5SKngQj/Fi/RBnzwyhukXkTpPjcY9ZMccJ9UNc5AiXl3eTiXuc+m04dK+Bui/LrbccrHibhpfADA2CMMVmkGelU+LVa3fyiHmLST/O8U/2Ofrg30EvyP9I8WND2L9BzM3Ncfr06f/g/wwPD/Poo4/+SI5fq9X49V//ddbX1wGQJIkDBw5w+PBh8vk81WqVIAiwbZvTp0+zb98+isXi38p+f1Rj/X78XTSE1bbXOfNcE2vbZNPOMmFUGZ5KYIznUUMPu+My5i+j4fGe+KvsyPf5h8fO8c7P7KHW1igUopfgtL7Mns2XCXxBHBtf0iMPqJjOtpUmLju83LubzXCYrTBHK8xgiTheoKKlYwSKBkYMRVdwrciMR8ejqNUjH6lsjAWziJpOYDsSBw7AkLlMtZ9CCgI6QZKk5vJC+Aibg/s4b9xPOiVIly/zrPteRChoqTl2DHbxQpV7JrYYGhQc/+kYOxsXOP+awxdX38PVxih1pUBMWIwZNVpBGgwDRVMIJnYyNJGmVQ/pXCqz3B5ExQNJIqa4tLUcpzuH6MeHaDLAjmmdTNhll1RGFgHvSLxFUu5zj3OKqbXTuM0eX9z+AGc6e3l++zCmF6PmZnHRMZUsXjxDvzDO3GqKTS9Pzc0iS2DaKgnFxTFdYnEZORkjFvbpiQRVb4CunKWt5pF1FTuVJ5USdOoBQQC2IxEIBUX4SIrMsfhlSiXBI8ZpTrbvZtUpcDXYS1Uq0GAQXRPIisTgsMZIUeboXRLbbR3Zdblo7uZWr8hcb5yqn8UOdfqBgRuqEAp6pqBnyWxUtcgo1emzuepzXH6W++MXGZBaXBIHsNUMc6+3kXomm9ca3L/5dYbaZV5r7SM0YnQtjWw2StJjMWhuOIxLa6StbT43/BVmvGuM7slwpVbky99I0m4KVldgRK0y61/nV+T/k4fll/mAeBbF7nPRnOaaO40TatSlHJKuUAuHUAKPNWuAslmgF8TpBEkCZALU22bHEs0gjUMcz7S5ZY4gOQ6b4TD3K68zHO9S0ad5y78D09UjA0dP59b2AHNvmKxUJEbGdYLgB3LgO2JVPjLwImHLpGwXca2QrV4St+9Tr4YQhrcZdhIOGgEGITKhuO1YKStIhHiSjkCmUJT5xc8avPe9cO172yyc2sRp2ZFpqbTBjLJIYVeaM8tF/PIaNyopPFfQc1RCIb9tJhwSLcJySZuk4TM4FmfnWEBWMXk0c45qaoqL/gHKsX3ohQF8NBIJCFUDZTBDYXeGuz8ywXfODvLCXwVUuzE6HdhpzTHanePR6le50p7gi40PcdG7g5f099CXkow9NM3OnXDXpw/j5MdYWorkGl56CcymR/3aFj1TIAceaugTC/sEXnTNVtdkTp+OiPirqzCYU+mGKYTZY2uxz0o7iyN0LBJoqiA2YBAmM4QhaHiogcPQgKDvKKiuRduNM5oymW8WkLptav3k7WujoAU2HVMmJrvMb2TodqME2otqhkiyhJ7SiBsh997pceVSyBP1j/DnV+7gqrmTq1s51joZ1moGqeEEqZzBXUd86uoIsUKWueuClX6es80ZGkEWJ9QIkVEUsEODdpjGFRogo8gCP5BR0klubmXwiUzFVpnAFRpLwU6kMCRwAn726HUuOPuITZVYqxlInsemPcBdievopTznN0v89vWPcrY5y7ozhC9UhCRTiJkMxCw8X+bU1iwb/QxzziRtN0Z99n666hCZDPRvbZC2trhlT0RGnGEaL1QRsQTv+Pt3sLrzAf716of58tIDfLH8Lq42Srz6Kji+zP/+Z3nmlw3K/hg+KjY6euig47I/dosBtcdsqYfUbpNJBixuJuj4KRxfJi47DEvbFOQmO/UNLFdB7vewQ51Fd5yelOLGZpaV5F66rkG7I9MPY9iBQU/K0Pd1/FBGcS0s4lSrEm7H5tq8Rq/p0fRTyCKImOe+TFL3GAibjITrfDL+TXamG5EZru+j75liKXWQb0/9V1yN3cnNRZnQDRChQMFHwych28TUgKYY5EZnFCvU6YsYfiixYWZw611efD1Bb73L+oZMzO2ybWcJwxBbxAkkFUML0TMxJljle/17WfR20GQAgUyAQsLwUOM6bqhih9G9ApHZraEElNImY3qVe3ds8UD6Mltejmu9nVh98IWCLhxGlBpFaQsjrlJI9HCMND1SmMoALS9JVxnE8jUwDArJPtnxNHe/M8He4Aq/mPh3nG7dgS1iuOjIYUjG2uSX5S+w2YwRwybudyklu/T60DcFTqhFcgjCJtupYK9WuXnZ5uULadxQZX0t4KB6gx3+TRLtTTp+MjKKVHyyCYcEFnvTGxEwvneMjQPv5c/Cj7O4rHLyZARImyY0WzLjUxqj4wqPfmoY9+BdfKN8mD+6eh8Xlgd54fIwKb/FjrDMefluvnhqNxefqXB+Lsnu9pu0LYOObdAlTZI+ugajozJBPE23GwFnfiBR3JVk6Mg4yYk8204WVzLQA4tcrMcdqRV+4sg2+lAKHn30B6Zno6Nw111R+9Sjj/71Jsu3Y20tKkiePQuWJRGEEgW5RjXM4WFQYRxbSbLSSKPHZIIgYrYGQUT4C8MIoB8cjKSGNjaiLvRaDbqmTNOK44Uy/TBO3AjxYxlm9kdjffCYSyFl8bl/IvOPP7nNwMZ1TFLE9ZCWNkxmQKE05DCabKHemmfl9U3OPL1OWrUYPVT4oXO4eDGau30/+o0MIxpjJhORQAQymzWVIIzMRYfkFqmwgxNqKJIASWJPvsavKE9w2D4LnodJirXBA2j7Z2l0VX7j8xnWrUEWagNse4NU+gXm7QladozL/d1UGwovL04wvf4S7/z5KfokWFuL1k0+GlUrzWZsBw8fqpP66E9gjs7wxa9nWFpReeml6Pq12z8oeshy9Nm3XIK+S4CEBICMjkd0VqASIMkymSwEQkEEPp5QkIWPj/6D944URAxmzY0AI1nGUHyKyQ5J2SGVUbjZyBFXXKRmk88Of507EmV+4t0OBz8ygzs4wlp/EC2po7smWnWdvzodZ7Oq0mpF90LoBySCDpYZUu0n8GWNrq2jyz5x0Wd6h4synGcrsYsLbym03BhSz2RGLZPtr/PAPR7/tnqcXixHM0ijxjXW16Nr8fzzkUzFiy/CaiPJmp1jdR0qvSHcQMcKNDQNTEslX5CIp1WmS33G7EU+4TxJSrUhnUbbP8NLnSPMt4p0HQ1PaBD6eFKMkrLJLWcCR+h4QkUCfBRkWaASkJT72FIcFI21cBRHitEJk7j8YI6MYDhQCBlVq4zK2/yB/Gs8yCkcdOpyns0gT80fZNsdoO6kCHUD15UIJQXHj8B53VDID4XsmBAcGl6nctNBbja42R3mSrgPkwzX5ANI2Qybe9/FXR8qMVTU6fkxzpyVqVaj50GIaAuCaNmnKNFaw/PAcSVsT6XjR93Kd9hvMuDVKPkVltRpOrZOIiVTKKr88i9H5tYAumuifOubPHdlAiybDWcQ04vzlrmb680iTS9FOhEguzY7ElWO6lf5zNHzPHK3iffu93J5Pc+1F7dwej71jkZGtzHCPtOHkxRGFLJZsKsm9fWIeOgK7fZ73YhkfiQJTQpQ5ZB94TV+MfUU94enmZmwST9wkC9ev5db1hjnzWm6fhxfKLzdOaIq6JJPQrJJBm0OqNf5r+V/w8fT3yYIBJ0whU2c5V6Orhfn/HyKvhkytvEm+h0z6OV5lFsL3OwUcH2Z6/0d1Ds6tbr8A8/ugx79nuDiGYdr3gzbwRAL8h56SpZ1ZZy+p2Gutgl8MGSXHZk2D0+W+cBHYrx7+BoileYv1h9gJXuAl95M0+tFxZR00qPVFNgOhKFEEISIQLDWG2CEbTyhsjMsc9Wb5Vq4F0tO0pGy1OPjyPEYFXeEuOTQCdPcF79IO0yj3X0YPRNDW13ir9b2s+kXaIRZNMlHIHM4s8TeTx1l7Bce5a2NYeSNVSq1BL6QQYAshcTpA5CjDgh2i1uYSppL3SkWgmkWmCWnthntzKHbHbJOlS/zc5hylo6URTE0WpaBp8bp9jVaLaj14rR6OutOjjfbu6kok7zWP8z4TpV7p5u8lThGeUXF9pTbM6FEMWkyPmSR2TnAgGEhmx1Gw3XKVhFF+PRFnAP7BfdkrnN/fh7fCujERnijPkXZmOXrf6nRbMKViy5OL8D3JQgCvHaf4azFYn0QWZEIuja6HJBT29yR3+In9q2g/+SjzC/AN58OaDoJvDAq1qlKiBaTUUVAVrcY1escKm7zceVprjRKfLH6AU5Zd/GGc4gNdRwpFieQNXZom8xkthiUWqwpO7jYm+GaP4sV6GyEw2xQ4oJ6D384/y6+2z3GtjN4ex6KRJJGpG0+mHiR4SGf87s/xh8Gn+bb2gc5t1pitR7D9ON4QiWUNVxJo+EkaXQ0Llu7UT2LAdWkT4KJTJuOn2A81WGxMRh1cHUEst2nZaq0+zpKTMPsK3zwg/C+98FjP60yfWea0R0a6azK4nxAfdOl7SWjuUhSGZfW0IXLhLqBTZwbsTt5auEQV82dLPfyxGSPTS/HqFHnrHsnL5jH6AcGDVOn6xqsroInxxieiNHoKNh9genF8ISKj4KLjghho5tmoL9O9ewSd+1uoe/4/47r/ecaPzaE/U8kBgYGmJmZeXu7cOECzzzzzI/8uI8//jiNRgOIigC/8Ru/wdTU1Nt/b7fb/N7v/R5vvfUWvu/z+c9/nieeeILU/4v2049ivz+qsf5djtRkHlm6xWnzEIEnWO+M8EvKZT7yD0Y48btXyDtNrPUm/0D7EjNGhUJpEEbu58UbHVw3miyKOYcPeCcZK/4F4eYW/8L577nGftpaHktKIikBt9wdmESsvu8z+CQBSKDKIYkBDVWN2L6ypqD4PkktIKO42EaWK70SfSWFasns3g0DBY1Hfj7Da09vcHplAq8rcbW/B10VbGyNczTvQKXKY+l5QkthUxtHkhU8I8l9u6u8f2abo58+QupIEfMtg6etD3DTTbKlDDHCNhMlk48lniUdFtgOVSrJPTiJIZ56CtKGRGX9IGmpjawETMRr9LRBFnppbNmgacukszKLazKTsoepZvnZ4edIF2K8NF/kNfcQF+widwZvUBYlXnX2YaETCAVJAlfIKLJEowPbFzREoBF4Iboc4ARmZPxjJhjLtFH8PoaeZKfYxrJHUFSJHkmQZIyhDEfuCFh5o4YUE6x0h5AFeEIhrQnGYzX+iwfqPDh6i2rdIKynqEj72egOsO3mEIqMJ0I0XWMwp7B/fyQRPTSU4ZtPJegEPqYTtcwqIuoQ0PDwMG4zQyQsC1AEjYZERUm8bSDVXOnyZ+aHuNodYW0zQcazwI1R8k3KlsxY/C0+t/Mv+N3lT2GMlWh1lLe1BIsFg81emp1xF2urCzmTzZNX+fKtJJYj03ZiaHLIpcYEYcxBlTxSosN9vME94hxy4DIhrVJRdjKaNrlsTWNINivOCGnFRFFlbClOTAuwXBkVHwnwhIaq2nRFkm15hFB2qWi7KEk1qtlpSA2xbE/RbSh4XnT+IBMKKDezjAVd6oMGx4+reB7MDtV5ZPlrWM+e5Kve+yh6y8yLHXi+hxuqKPj4yKQw6ZGIpAJup/bR8yOQVIVEOk67I6Lf3odzJ7tcOC2z+KpJpymh9n2KagOvbVJI9klJPY7HXuDJYJYJWeOamETBww0jwCVERkgSqgKjWpXRosrEwTiekeBOuQrGDIVyGdlLUpRMFjQNYd82bdR9RjIW6YLBW3MGb12w6bsqtiuRCKEuZ3hEfAd6PU44x1hNjHLFOohrx3h15L2ctQSPvS9gdsDkW3/icu6iTrsdEUe1MOBAeoNk3SMj11kKJxGBRrUbw16BeCpKYKMmtBBD2JQeVtl/LMbLJyKD4F6oo0qCdW0HB2dVjpo3WVlXwOwxFDMxGg7r3ghr3jAZ2tRrgn25a1xRR0nLPTph8rZ2t4wU+NTX7EjIQZZJJKLk2XND5CBATcVQ7z3KtUGbPwtjVBoBFa9IL9DpkSLV6aNoHqJrkt2VJTGSYSQBq+s+VT/HSkPHCVW8UImSWVngo5JISrQ6IaoICUQE2yQ1l2YngTGQZruuYkk6pkiwzhg50YKeRCndZWFFI1Q0Vm9aeJ5KxS5QSmxSlYahuJunLh7hertE208CAg8FGYWuF8PX4EZ/J1Lo0SaNHniUOzn2VV1S40mGCyGlkTJVq0tObrARjBAgEyoqSBL9bZP/6X/0ObU6STtMIySJi5c8piccnvuSRaOv0/AHCVCi+xtBnzix0KXiFplK1blrrMo9B2/xxJnDuHqfdSdHIWYTSBp3KnOU9Bof1p7nmfSnWHM0TjmHUSSfeXuCsjKFd01FyBqeETHYRajiuxaKkEkHLTJeh9ytZbYys9S3BKHt0yHDsFynHSaph0MgqWx2FVLZDIpuUBoJIDcBDzwADz2E2ZN44slDvPBWnvKKROALBJEmd4o+RanKsNZkKZxi2x7EFurtuQI8dJRQcLOWpWRtcFkkKIYOMV1hUGpSlf4v9t48yNLrPO/7nfPtd++9p3t6evYFwGAGA4AYEgBJEFpIESIpsEiJphmVQtpWxVJcUeSYsuMlSqSyVVISJbEU0+KCaIlomqRIgSJFUgBJAMQMAcxggNm3np5eprd7+67ffs7JH1/PQHKpypET2mWb7z/3dtXtr093f997zvu8z/s8Q+RGIoykk5Wpj8VEvRG2dVdJcXEoWLa+q8m9CqUxw+qyh6UkWyqJ2LZgZMzm8LEKT/64z4/tV/AHz3P6pWFm8nXyfJQ06ZJLi1HZYtZbJW1MMD2kGLZSTq2O4uaStq5gHJeg4rBjMiZSdR5+1KZWgz0HDvHZp36CZXsH62oEC40xfchzKr1bvNP6Op8Pf5TtJudU8xjT5hKL6j6UESgsEm2jtcZaWuT1ZB99lZGFLtuHQuj3+fn011gWAZ/gv+CSfYikOkzfajCxa5xzKw8yWR3wSfUw5WwH7TWPuSs5SwuK9bZDriRBUJDefvqnC+mvZ56p8OILAb2uJguPMel3ONE+wMfH/4wzVw6wOOywsDDFTBJC1ODnwl8D+bMc0udZsGaZLPW43L+HlAqO45CmRT68dg1mZz1UZYzZyU2q4RqIhAPiEk8evVawr/8yZvxtFv3/ixgbK6aK1tcLsE4Ihw1/jMdGX+fE2m4sDb3cpVQSzM0VwLtlFeCx4xSvhw4VgH2nU1wjTbnj7eM4NngVPK2g7FFpWKyswGSwyZmv9zk0us6J3+xS+vAkz1Tfy3MdWG1aOGSMdtb50AMvcPNCyJqY4OTcEDOjEU9/cpX9j8/cYdAXjOqC6NHrwcGDRZPg0KHi1bKK9d2W3i2VYDgbsBoHIDUDU2YsiFgV2xhtKKDMqfQeno7fi76+H/m/CIZXvs3g5hFWm8NEuYcyNkJYpLmmqwpT28v5dupRj3/8zbfyP+R/wJvveYhvufcjhaQzsOgwwRqj/KONQ/wsLkNbFgHXr+T024bOwMK2iyZxrVYAq5ZUZFmGI/IttrCNpJAg9IkoiZiWGMVzU5KszO49ko0lQdhJCDOHXBWGrlIUe3PFjglUhGen5NKlUrcYkTlTNc1Ku0KkJHM9j8B22KiUuOchF/ycU0sTPP27W2bqK8s8wdMcm1zm/dEOzpgnaZRLLA9sRK5oZT5pbLBtB6FybJmRKUHJiQhv5byWlpkZEyTGQUQ9PBPTSFa4b3KOSNfZ99ZtXH62RJYX91upVMgWDQaQpQbXMbz8PYPvV0lFijACZQTCKNJexvi2nCAo8fDD4K9u8kT0Ocj6zLUdgru2E1V3c+Sd2/juP++xKsoMdIC0JWU2WDAzGCHJdbGPWBbU7QRbakbdHlYeIV2XhWgM5XhoA9JYiEhvQfLF7iPQlEXIiNXmo/XPscdsMNcdwVaaebWdiOCOx4ZSEitMsdwYpS2E8RBIPB0xbtr8ZP0Unzl1lLV4jKv5JMMcomE6DMkOmV1lIZhmanY36+tw+TKcOVOA8I7zxiRGkhTvb7OuhSjeG10AeTEeJ9WD/FbyMSZX13nCe52nxv8uX5j4AN9o38/Qm+/i7FmX55+HRx4B1teZrnQ57p/h2d7dJNojw6afSQKRkw00B4N17h29RdpLmR5JOd/fycXBB3lHFCM31pjx1pjLXHZ5m8Q64OGZDn4p4B1vU7hVh6e+N8f28ZCTKzupyi631BiO1KRaFv5l2DhCsZ9LVFo3IW3B+Dj/2ysP05HDzMcKrWKMKSRwDAJpCRxXsGO/z2BOMuIkVJKQndUWr+rD/J/536AlRlhIJqnaIXPtHYwO2nx3rcPJS5d5cv0ZUA7PqLdi2RnX4xlSZZEjUInClnDxpZDgqX9BxUnJhw5T0hbt/hSOpVlSw+zKXLwSHHnQofpaB4xhWLSIc4svfsXmwvI7qZcVHWuEfjMgy4r8rNKcjcW8AMW1AVPUwZkqmuFn473ssK+D75AnHnU5IBcB9VGPRcZZG96BtjdZ6EiEgX/W/znq0iDPTvPEkUWO7Yt4/9pLvDJ/lEk2iESJw6Xr+CNlxnoXqex8N0+8N+bpP7lMXNrkRP8wgeWQq8J8d5xVMhxcMq7pXayE2yhZCSSCI6WrMOizP3+Oiupwmd0IMnrKQ9qGKJZIKUgS3qh/jEObKrF2UIHH1f4+VLnGdy/nPDjhE2cuSoKwigaF5UhCq8qhN2Uo1eJQ63mWV7qcjvZRkz3WxDiWkSy2K2Slg3zj/B7asU/YtPFWbcRll8lJaG1oTJwhtEBSsN3DxObFk5qx3QojLCa221TbK+zWV7iXM9yYl4w+9af83mdmidIpkkyiTNFEcl1BY8hiJIh5sHKNXAvuGWqyOnE/T9/cxWIWMJdO05M+RtmUdw4xMzuO1D5ja1+DaJyx9k1ko8oMPebkCJ2OTSt3OL9cIzQ+Ye7dyT4OGRURMuk0oVJh5ciP8Imln+Sl/iE2b7m02y6h0mAVicAg0NqQI7llxvAIiZ0au5xFpra3kLbgh4KTvHzWZ1o5LOlJXBmy0WswMOBUNL2eZHQUPv3pIgc9+WShBnfqFHzpS3C1PUrL1Qg/x84Mft5jjXFmxBLX9CzjZYd2JlnIt5HkAssawtMJQVVwStzPCzxCoh26qjB9TmOXTmZovgrTG4pKrUxZKzZuGkxanIcNksj4VHXI9TmYlW3WP/8alaN7f6A//+8QP2DO/xViaGiIJ554go985CO87W1v4/Dhw0xNTXHp0iXObolmfb+Y8y+//DKf+9znALBtm1/91V/9C2A3gO/7vOUtb+G5556j3++TpilSSo4cOfLv9brfr7X++fjPkTm/0nL59c+M0mwJ1tMaQlhcimd4/H019s8mvHzGIk80i2Y7QcOlM3WIT19+hH915gAXL0lWV6FCSHM54YfkM0QhLIgdzNl7afvbMJUqncilL6qE2kNjITE4UuPZmpKX0Rj3qNULwD7LwHYkXiCpjVh4U6NkXpWeKiOdQlv6gQfg7/99OPDmYV5anES4LhfWRki0xyB1sMoe7cjnwNAah8OTXFT7EEIQNqaYeXCS4UMT/MgvHqZT34FTdnn24jb+1bcnOdPZyXw4yqoaI7aq3Hu34qH3TbGy40HqU1Wef74oDJdXJSjNQAc07AFNhhGOQ88ZJsptHNsQ9RTj+TIyidgnr7MY7OVP1x/gOns4vbkLkymausGL5jg96sT4xSZrBJ4nUKo4jKcpZLksdFyNhcKir3xsFHEqmfHWGNm8wuM8gxO2aYkxUuPiVj1GxiR3z/TZZy6x2TREykUZgSdzJtw29+9Y42OPXqbyEz+M01zlRPcuIhNwOZ0ls3zizCY1DpkqWFWNRlFED+bWWLnYZrNrowx3GA8BMZYw2FLjiRwLhedqbEewfSxlZlYiKmUeHL/B55uPsZIMc26wC8uzibspd/nXiXsZ19PtvB7u5VI4S3UiIPSHKdcd+v3COwch2T2TMbxynuPVc6y3Hc659/HCxkFuxmMYI8lNAS5bjsWqGOO8uZtXzH0sWrsYlU2EJZksdbnmHITGEJ2BjdGGbl4hx8F2BRY5FQZ4JiIXLrbU9EwFpxaQZhbSc9g/tEF90uf4W10+E36Ab24co9Ut2J9FbIHpGnxH8aZjGW95zOdDHwLLEjz1FFxsT9EMA0JRJsFng1GUkVhaMcQmu7lKSIk+VfQWcCmBcllhWYIklSSpxCiNnfZZX0xYvdwm6caEkaRrakidU3FSdtqLbPvgo2xL5zm6/k3meqPYIudGPIkxb4CiAgjsjPu3rTAxnDNybJZI+SxEY3z9lWGG01VklvDs5lFiWaLZc3GyEH/zFqrVpdGaoxX6XF6qMOhphNGUCHmLfJF3ia8TZg6vyvs5ld/DnNlFRw7RTgJUmNJ+/hwjV0/yh382zvxGiXbXIs+hUoNd7hIH83MMmw2UcOhaQ/RlHe0GKC0QbGU8AAAgAElEQVTIMhh0c1SYYg96DDev8O63DVjvB5y7UjDpMmOhbA9pCXa7S7y393t81Pm/+Bme4jHrO1xLZxg3qxgkM+YmO2YFb52+wuW1YVSqUDiUiFGWx3gjxa6XsTyHiQnw8x72oIuVJ/i9DZJrC1y/YXP6ao3z0W56uU9IQI5T6FUbzUy1zdT+Cl5gcfNcj+a1NqsdD2MksXIwUqKNRFoSN7AZEGCjUUYWQIuUaGOhhINyAuzARuWwqWooYdMyDXb461iOZNnfw+n1GVpplSzM2RMsU/YVB+62aB9+lBOvOLy2vo2+KRdMfQyBSJhwW4yaJq28zqapk+KR41AWIY6lOfxQmQ8+usKDyfM8nn+dF5oHWMi3oaWL7Qj2H7I4du1z/PbpN7Oh6yR4xaSGEoTtjCwrGDMKuZVPiifHFym21Ax5EfVxj/DuN/G2qSsEus9cq87EUIayXR7YtswO+xaP8DxUKkyXWiymkwzsOvPxGG2G6CQBvdAmSQRZJnA9CUZTNgNGzDqzYp6j6hTD+RqlrEOjlBHLMtPWColx2dDDhKZEahyUsNmIq1BvcGPoPirveQz15AdIehnf++x1PvWt3VxbCrYAInEnF1ho9tk3WHJ20jUVBsrfetreCAH4OgSlqGdNPEcxJW+xqCa2mOIuGklgp9TUJv/l/udoLcXEuUOTYcoiQhnJzmqLbk/g+hZhYmPbGikM9bqm1rDYf7dHf7HNxIVvM5KtEC9t0K7M4EVtlrMxtBFkOGzIcWa3awazd9Ee2sV6v8RKXL9jEF+uCIKqw/4Dxf/tnnvg0sYo16Iprq+WyXWxf414fe6qLJB7JV6MjiKUYl0P0TAdmmaYW3qCkACFRYpHT1dYVhNIo+krH0cniDThof4z3Gtf4K78dd4enMR3NQvD95I1JphrD9FkmPlonHZ5mrmNGstXBoSLLRbXPbJEYww4XrHWF1/c8ix7Jae7aQhjSaok7bREYpV4qbWXZHQ785s14lbEZlpmqneZB+Rp9mfnacoxpNaczB9gOR6i1XFIUoEfCFy3UFQJQxipZcxunOLndn2F93pf44P3XWV2KoO/83cKhvz/h7h4EX7jNwr9+Dwv9hU3sHjT6HXseMBq2sC2CskpZeSdKZ8gKL5/erpYZ5IUTPpud0unFyiXdNFwnRCMjQu2D0dcu2mRJYar1wRZYljc8An0gFdOC85vTHB9ThD2IYmBNMFeXaZmulzaHCciIEwspscy9t0bMDRb59Qp+MxnCkDyxIlCV3t+vmhuJGHOwe194txiZraQTqtUwDY5E16H1X6JgSmhhY1wLI4f7HB85yqObXgq+iBzpbs5re+ldb3N966NcGOzTi/3ybfY9yDuEKXVVt6J8TBZxks3t9E7v8TZW6NEA02Y2uQZJKlFP7LZ2IAf/mE49fQy+ZUbXFppkOeGQSxJU0G3W/wNHZGiUo2rIzQWIzQpE7HLWSSUVbqiTi5clO0xNmFhZwNG9Qa+lZEpibGLqTgpwRU5Dd1im7XGPdYFGhXFvvsqHD6QMNabw2x2uNlrEOYuHV2ja2o0xh2q73mMf/7V3Zw5A1cv5dg3rrJyS3P/+p8ymS7grc5zZrCXQSKJcgdlBLF2SVUho2MZBRg8Uoxlo5yAxXWPWtqkmrUYV7ewLUNHVTlTOs71ZIrFVZd/U601jjQm1xilkXGfkszQSUYnctEUjTlPZLg64Wf/tuCn3pdy/PJTXFys8Nnrb+IryQ/zm3Pv4SXxEGEwjNVp0e4V52IhwLdSpGtjTHGK8S1FrZKzY6fNow/G7HVu8rGHXuPMxnZUuUasC1Z5FAuElCi1xRjC4JCxw13lqX2/wg9PnoNKBafs8oXonVxOd9Pf0sS+nd8dcmyTMeoNiHMbR2QEVsKPlF5gbr3Kuc52NvMqKW5xj2Gx213EBGVm7h2ivnuE44f7PPVbA67N2zQ3rTvTF7cnSJKkAOxvs+dvP6eYguXvUkyLuJZmPapyuD7Pn20cYcHM8MLFYVbWLV58EfbsgR17HJzvvcBLy1NsDlwW0/FiGk9aSAsqFcHRsWVq/SXWohppClcGU4hbyzRPXuUdNz/D67dGWI/raGxmx0OOVK9xj3uJ555VXP7mAr0euP0Wu9Q1enmJEhFtGsiCsE3VCtmhb/CP0/8ewpClcIh1McbF0v2cXtmGGqRoLYopEwG+rajUJUeOCqbvqtPUQ3S6El2tMVKO+HL2bi7ke5nLtpNJj15eIpc2SWYTGQ8/bLES17kYznJLT/JatJdeXqIVB6hUI7TGTkPuk2d4W/kUSy/d4rnwfq4ks/TsERKnwvCEQ5YVA04/87fLvPcDDm8/1qV1cYPNjsWfXt/LrXSUG70RWkkJmSUY1yNNIQoLQN7kGkNBairunRSDZMjp05JjlMqG19ODLJkpetYwrbyCcT1ir47IM6aDTS4OpvFExpV0FhEErNT3c/+ODbqju7nUGmcjqzNk95nx13nMe5FduwTu3fvYNpJy/80vcu/y18i1RV10qdoRR/Vpdplr7OUaAgqCnanT0g1i7bFpGtxtXeKgOseQbuKZmM+JD9ITdUJRwvMLHzrL2prA0eJOii15hlzYtN0JBladgdPAHamyvFx8NooFjlPc6wfutumpMpWrr6JvLpL3E5JMkNseslzGaVSoDHssbgTcbAZ0YpcodxjENlFU7F8YxSCSW6QxiUWOxqLmJmTC4/4HLfbsMTxR+zbzrTrf2DjGV5eO8J1nUs41J2mGJQa6hBYWRljYbmGYvP9ul6Y9xss3J3hx8xB/dO0wqVOmGQb0TIW+KVEpGY6MLDH5ph088YRgRK2xtKAp1yxG/JCVyl7C1OZce5r1pF4YfWsHg+R29qk6MVNei52jfZamj/PVsY/w0vou1toerVax12t9u1ITSAm2BVIaAjvDuC4P1K/y9mMd7r0749737OL42U/ypvg7XOtNMMQmC2YGaQkGukSaWySpIAyL80qlApubhfzd7/xO0Vi6dAnW1gVRIkmVRSYchuhgW4qpUoemN82gvo1W28JIGyNtdGOEDUY5aT2C5dmsxjVsoQiVhxSgtABt6HeL3NkJXdIEjNJbs2KKgJiS6bFXzDEULvKjuy7jPnBvMer3n3D8gDn/HziG/gPeYF/5ylfuvH/88cfZuXPnX/o53/f58Ic/zG/8xm8A8LWvfY0Pf/jDWJb17+2636+1/ucely9D5tfYyDQK6GQOMhV86lNQLh/gVaVYSxNUkvON9o9QfjVDjAyx1LHJEo0lFGXHY2owYD2pMVbaIDMVlKkgPJ9BLBnoMlIphDR4lsKWCtsWGGMQfkAYW3R6b4wAV6tgexKv7KFtMA5YTsEeqVYLXenbTdP7HvI4e9kDWUjACSmIE5jeZoj8IUbfvJ/7zq6R2nuZGm4iD+5jzyGPT/z+G8ywlZW9tKuK7roh14pOGtDuCk7emOTjd73AL/z8Mf73Txds8GYT8lyCcQmsjK6ss63Sx9RriJYiMDFOPGBY9RnkNp5U3BATRJtj9IemWVm3cEyLl8QDzJsZBlSIKMz3FOA6ABaOUxy8zRbKawwgBApJXUbEqY2wcp5b2UvFmubk5kF22/PMOpepNhRMWRy4v8JPPenwzK/E3NUI0bkmCsp4Jub4gU0e37cM73oXPHKUytGj7PmdkK/+wTAysMkiMAK0gjw3GG04eQImRxQH1l+h078Xn4iUMhKNRY4Qgrudi1RGPHqRQ2RVuBXVacg+g4Wcs0tw7H7J/2H9NcJRixW7RiVM2FyLmPE2KfVXUFKylo+xIHYwmfWZ32yw+xGblWbx/792rQASzi3VmZnawSeWPlSM5TfLxNph3O+xFlfx7IIdISbGuLo2jtaa+Xwbt/IxZswCR+xzTLgxs/4qlzemyY1DoiS2NGTSw9ZhAWibHj1RZtRs0BRjBI5irRUQuDX6YR81UuaJ+y8QPfQYLfEWNs+5fw6Yh9vj0QhBP3U4dclj/Ax8/evw2msl9OAB2u197HXnOSgvEgchN3uKPCkOP47UaLtCkKRbsKUCBFUrooKiYmVs6jq55aDTnEHu0g9tclOhYvooLOq074D7n5R/g1xNcld2jcl9VT6SfId/srAHv6voaefOiqUwOCblRneIfHudF79q45fh7GtjBNG9fDPfzZS1wXijy2K3SaPuIpttHBEyo+aphBnecp9q6VEGHkgVMWptMmL3GBOb9L1hrvRnWfUm6A4sop5ACsOJdZf16gyT62fodAWdniGXBmME2yYEP/2hjNJ3F1i8GpFsTrCaOozULTpxTrUqWF0zODpDa4Md92AwYPTpz6Kuv4+Gv4927IOQJJlgcRm+627navqT7LYuUvEiKnmPj1j/N0+LdzFrFpGVGntqGecbb8ELBFkU4Jkcy5L4Xsb6oERl0sEyUMk38FevI6KAni6RiwE3By5RN+N8tLNo6Bkfj5gMEEgS7dDu2USXFPfcC8lqmzSWiDRBUaJsJ4XGuLM1yp6LQsYBgTIKIcWWMaDEZJKRMfAdm+agBLlFVwV4MudMfghZalIxinVnG62OxsXlTLiXnrXOv/5ezuCS4vxyncj4W8JG4JNRswZU7YSmvwOdWXg63WJ+hkihGTMbDNp1Qn8IcpegWmFMNhl3Ntk0mqGJMmMTkluvdBlon+yOsaEANEYbEm3jyqSYSNjKdUNWB9fWbHNb+CXJQjTKlO3ybPU9nO6vE8xYkMDH/3qLfW+d4Zlfuck/Pftx9EaO7ro8Pn2RXVnMudBDRbIA34wgTbmTXyuBxslz2qZOTbeJ8Hg/X6Tk2Dzdew9Td1nIbROUly7y22enyPs2Wku0EghHcjOdpOE1+LtfKLH3tGHpZJWavosbzQq5+fOge/G7eiQ0xQiOb5MlAVZu0NogCh4/FlARITUrZIe6TiQr7FCLXPWPEFtletQKaQyjEVlMI16msXiOdzhtVmWVHeIm82YHLWuMTrdGKAQ6TRkuw2CgyYyk35YM+vDlLwlmbMNZ9wG260mCqkNXV7gqh4nx6SuXWAYMyYTL5b30ljzyHDY6kGbF/jk6Wvx21SDj1AmNcGxeecXCdSFJxshLMXkSkxlBjyrfTo9z1T1EuR6zEgsm7RXmsylqdMgKG0Z0wbOnQ4M889DSYkS0sWyLw9ZFfFszFt2EWo1X84f4jPoYLWsPc/MF2pymFqWSRfdGMY7OQGNpD0tl5MbBUhk6l9y6JalWoblhyFPxFyRHDIbNpEzqlJk7JXEcyJMppqw1TnCct+ffZJ99lSP5ab7EE9zS48TG3QICNFkG09MFEO44MHclY8pWjG1eZpd9A5oB7H2oqLL/HaLfLwrmpSX4zd+8bS5Y7DVaQ1C2UV6Jvl1jxOlyLa6iMKS5KcASX4MWPPRmSb1enC9On35DD1mpopnsp13eu+M81qDLRr/OC80DtAcuqbIxxmOAxbDd4/mlXYw2FHOhIY5FMd0BhMrDH7ToRJq61yOXJWZGo8Ljdv8QKytFY+H114tJhjAsGgxSwq1ljdNrU7Kv8/GDFzlR+iG2bZviyhXYOQ1Xv2PRCDJEVGixj+gN6uk666VZLj36Y9y4cC/Pv1YnWVX02zuo0yHVFsIYpADLMkip8QNBtyuQ2qCRCAy3zCRhVKaXunhWj34ukMYjx0LnmvYmXLok2bg54Ame5nfVLFOixIV819b/oIBZej2IbRfXKJAWU6wSy4BH6q8zP/so3ppLu2mT5RKpBa2mZrzcpC5aiNTCwcekBYBnS42jIna4y+zXF9mmN7CTy8j2AZ4oneKCXeU73YdoZjUi45HRZi2p8/TcMOZ/7PP75yP6mY/RgiVvB4+XlvlC5z5Or8/Qt+qYuI/JKgij0VgYFAZBZmwcG4yCtXwYq6dJBg4TjQRpcraLZa6JaTLjc9k+xvaBYa7t32F5iy0FPs9RCCsiVoVcT5rC6joYHWChAKcwFNZwyLpC85UhrozW+dK3HuX1qyWWwgbL2ShIi9dP2MwuGXaaGkNVRdTNyC0P6bl4ZYPnejihg+1KGqM2M/s8SjMVKvtqjDywnfccHeaLX/UxK3BzXmNbhkyJotGtC5jMtYrnZH7yOPc+uBOOHKHy2mu890KfL37ZwtWatODlAqCMxGhoRj6psdFGEJiI+WaZcXuNOLe2XAYEAknNDpmYthmb6iMfnOT4yCU+/bcWePbSflYHhtwvMzzsYdtFDllfL8gpYeHRjO8Xr1IYTJIidUaifNbkJN9JG8TOOV5dfJ04sHm9OU7ftdmcL1SyPv95OHq0QuX9P8oTzZfpuSOcu5AjtUduJJPjDuP1mF3ldZ5eOspaWKbXLzNuFXpYU/ENGt5lRns7aQubuWyW86vjXF0fQp1zmZDrZO4IM/kcY3qdD3m/h9Yx/2v2c9REn4scxHXAzfo8Kb7AVb2bZ3gcndlkKxO0bJfD+2JeP51TM+tIkzBibXJLTmOXGuzYVocMnG6Tm/0aoVb8Y/4WQ0HIgtlO7gakuSDwFSLNkEKTa0lTDjOxOg/17Sx4B9GWTbRmUel2UaK4YUdEh5nWawQnnuV3uz+JZo2gvI1qzWCXCsb/ykqRcz0PHn20zK4hH9uGK2s1erpMaHw0EjspjN9nRxOaTQ8BpMrCo6gtbKGpiy6rTFAXXSK7Sl63+PX8v6UebNCJPSyVUpUZFgrleaSMcLktUE7IyfRBak5I3jcEiz3Of/RjfOr3PM76Ph36dHOPqA0TZpXTnzU8sWuFYz99mMrOUXa+NeXR0zc4KSY52LuKTCLui07wSnqYl7NpeqpCsiWpFRuPMEtZqO4hkAYim2Wzg4ZuMaCEtIrJvGq1aCBJuSXvKASOK7FEjm/nkA1IRJUosVlaKu7nmRkY9gfkmz1KTkayKDAVj4U1F5H49LMaq2KcyARYwzWCoRJJUtTiYSj/Qr2ldUFo81xJxYmRIsFWPTJsbGmQQlCrFd+7oxpy8tYsZ1rDrMZ16GtWjCA0HrkxWzX3VvtNFPXnjRuwtlbItCoFPX+EdugyZq0yl2zDkxn9vuLHKzf4uZ+6xeX2OP/zqbcTR/cTtSLef+Qqf/PuV/mlc3+dfNEhE0We4M+dPByhmPJa7PcXsZKIk0t7KFUkzbZ1Z6rttszV7YZGyUkhTZDCYAnF0LjL90bfR6uScuNSwL5eyHT4szyhf4ePuJ/ld5MPMC2Wmc93Fn492qCUIcfQ7Qjm5wuPil/5Fbh+RbEwr+lFFkptyX5JC43NOuOM+DGd8jSMDDMxbZNYLv2eptVziEsWG70GJtVEqaTeSIl7GWWhCgN3JLkqyGbtlsKr5TgSfDsiV1ChDwZckbGaDzOqe1x+PeHYbWbBD+KvFD8A5/8jiCiKOHPmzJ2v/23M/Icffpjf+q3fIooier0eZ8+e/UsZ6d+P636/1vqDKHyy8hxKJUm7XWxC/X7Bxsoy2Niw6A5KSGHo9soEgSDvgslSPBLKboq3tEbmxIx5LSp2zIHSTf5kUDB9kgSEtFHGouRrKlWX0VHNeC1lM3LZ7BSb9O2DvGUVa6jViq9XVgogvl4vJFnjMOf0t0NOPO/jBC7DwwXbS4jic2laMMIqdYt73jbJJ57/CfQYGG1x/3u28eCHPD7xiUKTem6uOFx1OmCkhZBFMSKNRmqF3dtkvR8wtrHBhQsVWq3i+kVIYuPiuxYbxmNXA/zBKkJHHDYv82p+gL4usWmqRKmP9F263aLASoVHjuAmO4qxTjK0sKnZEQqb4TFBuyuLamhr0xYYLJ3RcAbINEECG6qBwSJWHi5lkszlg/Yf8/O1LxHveTNHnzzG5GhOyfoqT7enmLLOkQVVxt56Fxujd/NKcJTTn894gpD9Rytc61bYMZOxcDNjqGHR7khUrhAGVAYijjl7MmG06nDYusCr6X6qGDJsHHImrRZOrcw/eOQZtg2n/Mq3H+ZQeoulsMFG38e2DNefa7F9O8z3R6hMafpNQcMakEcpR2o3OLc5zXl5gEx6rJgK+/YaSm6IGC3xp68Vh6JmE0qByyfVg9w/NEI2SJlp9Ngx0sdTJUbzDINg256A+c4Q2hiS1GBwWNMjRMJhQ41S6uYstbfhiphBLnCFRumioFJKorVkQw9hoVk3o3gioxMHSJGThAmj7ib+zcvs3/UC3Oii8kfvgKhKCcyW+aPcwugSfDY7Fs89B2trxX0XRRW09GklDVZrs1ScDLfqkucOtsjpymFm3XWU9rGzokj3SRgWbfbaa3TECKGySa0quTDYKmVgfLSBDjV8YlaYJDRlrqQHKF/VfO+XBftGPsR/tfvr7N1zmZFrK/j2PlJjk6nCxMwnYZx1suaAK685bJhN5vtDZJlE6VEEI1xkhqCbMt0IqVUihMjZpy8xqVd4R/NbvOw/jOjuw1MlhCvYZa/x5NB3uRzdz+fDd3LJvouNuEyiLYww5EqQWhbL3QrfMXdxq19GG4HKQTo5YmWV9pk5vrbxNm4M7+bZ5jS+r8ibEbPeEtGCYq9ns2yqBFbMqLXJZDxPdHmRd/nP8kfRbnyZ0MsLhmSUG5aiMp4V8Hn3vRy1r1AZczhm1tgf/z7r5Z0EdYdPeP+AC68mzA+mSXDIjYWFoWw2Econ70fcXC+Rbrqk8QFK9BlmE98MyBOXs2oWYTR9AmxLYxSUiMixMEBnYDFsJIs3MpLcIoqLEe6AkJ6u4NqGTBX5T4gCz1PCRkkLscW1UdrgbL2PM5vUKREOioZHLixEvcor3WHcVNLpSRw7w1Ka2K0x19XcsMcI12yaSYXQeCR4OKQobGb8NbzdM6hul+XeCEoptJHF+LMwXG8Nc/6PMp79TkDV/DW2Le6lKtuMiQ1s38ZJcpYWAj619m5CAm4PrN42RFQItHCwjKbixJQ8zfCUx7HdKXLlFloLrtyqUDZdNl/Z4I+/59Kq3E2nZ9gl5jnxbJ89zT/i95d/kuXMYiWsYMeaBbmLPfsF+BKTSND/BkNdQG3IYr1To2o2OcFxHuF5njGP8Qv6X/ILswnr+7os3f8ePveZSZpxFWEMhqLIy3ODlfQ5+bKPLSMunPVoOA106GOrFIGHucOFAmsrF8hSwKYzhG87KJUT6Kwo2GWG6xqm3Q5Wr42SHnu5zlV9kKqbcKk7VeyTSCSajq7zSu8gPxv9dwzRJkUSG49UeGTGIVEWUuQYYVHTbfq6Rq4EORZCQdIUKLfGtbxKw5qge6uCb+c00yqWKUbvLaVIIw/7RkRiyUJiyRQFcRAUe3RnI2XxqiZRFpZUNOqK4UkX11aMig2WZAVba1p5lVi5LOWThWSEG5LbNXYmV7iuZtDK3poMKopVhaGvA2ydsS4a7NAL+LLLOyrPUZkepm83+Hz4UTqbwyyseXc0mKUsnhEhoORqVG4xIfsoylTtAYldJs4djJG0WqB0AVhbRr+x25qCjTYI3zjHWJbNqjXBmLPCP5X/kGP5S7xgHWddjZMYbwvQBGkKTfC0B67rsLlpoaseK3aFsXuqsBIUiISUhSbNXzFOnSrMU+O40NDvdiEcaIQBjcATKSbKsWzBFLe4mt6DNIrYuLD1zOkkZ0qtMmZ8JmYm+MM/LHTdw3DrdCOLTX+7tcLNCwOa2TAtVWPZVAqA+s5qJH0dUHFymrFfKBkY7vwch5SmqlEVMatRHUbKyKrgiY+Wubxc4ZOfhBdeKPTtk4Q70ksFQArrvRJ6eYV94y/xlok5bnzgFwkp02o5fMfx+dY3MkLjY6chtiN4/arPSzffQSjK3MhquJ5kswsqNwzUCLbIsSwIZETZy5mpdYmVg9Wwee1m/c6Uh0bQoUambCpmQJmQXGxNO9kSaWzyXLJ4vssj6Vn+XvQpFtUvcYshmrxBuDJGkGaSnIAUm4Y34P1j3+XB905xplblS1+CbL0gYeSZxg4UC50qfRWzmgwV7GxjcEix0FStEJFlOCLhndmXmS4NCMoH2bhpc2HtcVyT0jFVlJEsphOc7qesXV7j+f69dFRhHV/IDQ7RGjzKv9YPE5iYngqKprW2tvKyQqDxTMLYkKHhhCx06ySJTZq4WJZgccVm32TKwG2wmY+yaGbRSYn1no3l5QgkriuJ4wJEqpdzSmyy2PTp5mWS1MExBiNsIMWlOFzXRY9B5nLjbJ+vXtpNb15yvVsnuu2boUBoWLwlGdkzyd2NS0zFCc2oxPa768x3Ghyxl7lxbhUv2aS3XKGs+1xeuZtgss5zJ6a4555iYGXhakwgNL3YxUIhpEW1amGj8XSKCUqcbB/gwTc9SHTvcYKDb2fo28u8eSHh+TMuJism2Cyhca3ivN7XQSFRCWTaom53GaLNpNNkMS/QtIpIeNPuJv/wx88RvfWdPHNT8z/9mseN5lE24wDHMpTzGHvU5r77CrJOp1NM+th2kecsqRlt5DSGJXdN9XjhxcLrqT2oYFsBJ8IjDOVrLHVGKAchm3EdJyjqvCQpgMZ7jh3j2K/vZ//5m0x/PuKLL1QRUYhsbfD+ybN8/tV9tNMSa/kQrsxZUyPcn19EqgxaLWyT0cxqrJhRBllAioNPxlU5yg5/DeQwU+Iac9kkJ9NjRMbHJuXHSn9GRzZoOB26/Tr/iF+mQZvIlJnMQlJ7mL0HLA5Gp4muLvEu/TSf7b+bpWSczbWUU19bQwpdNAozScdMsk2usRhOU/YzorxEuVxIx8yUe9DpUmbAdnmL3A0om5iZfT4LKw5HSussbG6gVMqmaFDSA7qpx0utPegsZYFRjAmpbhdEac7KikEZi7VVaN7KeemE5MFjY3QHK0zUI8719Fb2k2QIrDShtxoyUYdbqYVlFJZRbGOV++UpjgevcU7cwxlxH1lQ42Y+TYJHJ92GlYeo3EebHmNuQtXqE9XqTE5knDvtYemYtXyYrNunt1Cl+0mX12/UWGtBP6+iYo8eLs+27uVw5QZP//pF9u8zXN7zAZ7+1ip6DJLMYfb4BD+efgGuDvja/D6ctIRuOQhdSOSmkrUAACAASURBVAkJDKEo0d92gE+s/ze8w/oTngnfTOBLApUTq0KlJ0nAaI3nGpQqmtw616RK0Ig3QXrEMVh1CEOPMIR778port7C8fu8vjFBPcho9Qz7rJzX8oPs4Ro2iml/g/XyLvYcKO7d24B5IaHzRtg2jI5J6tJwKDnHULpKmijms2ncoQqDQZeZoE5HVekkPi3dYKA9UBrHuNREh7KRpMIlsUoIV+L7xX7b7xf7rdbFPtfVDlRqbA5KKAShCpj0enz92j4+oEf5wpctvrc0y7WbLg2rz5kX9/Jmx+bkjUkiYbby8e3zMEgUo26Ht7gvM2panO7vJ7ISOq+tk9h14riYEDKmqDOLc2WOF7Ypmy5NNQSO4MpCQC12mFv0CAK4eq3Csco+ksbP8EvZL/L3vN/mn0X/NaN2n5PJfXR0DaMtRF6sp71i+LPlgJ1DmyzO5WgkcVzBElbRwLYERjoMjYIzsZNdU33krauMdkLqpsxpaz+Vqs+tW2CMJAyLplaS+kxNOIhuzlipx0bX3ZLytUgyi96qxghBIAwjXsiUXGUxHcNShmWmGMt6PG3ezf6NmMp/+rLz/7/HD8D5/wjiwoULZFtZzfd99v1bRmsdx+HAgQO8+uqrALz22mt/KeD9/bju92utP4jC+OZjH4Nf/uU3ZFR8f8sMbMvYrNAxFUhpQaiQeYZrIrQxqDyla8OK5fPs+FtZUwFPdd9DS9foZRrb3pIoEAIsQTXIkNKmp0qEcQG+p2nRhZbFR+9sfrd1T7vdotiWKFCaG+fBsWPqowqvHrC2oukPDFIKKhXJzAx89KNw48ZOFmenmbuSMTLpkC47qBPFzzxzphiflmhMrtixS1CrCyzZR+qce6vzyEaVscoCN8Ixrl37cyOkW6GUYdAz4GZk8+scGVpgzLnJe60/4F+kH+QMh2njkwuPXlKlPCQZNAX1IKUZ+tgiK2QPTCHfEIiY0XpOTw/jWBZFKVUUih4JO5nnkL7MeXkXLV3ICtyWgCg0J32uq1m+tFmlfjHguV9a4vj0Io9tnuRvul0uZ7uYbmT8/spO1qKEhQtNZmodnn5lkyc/aLH08kFOveCiUpdB28J2bUqWItZba1GGWWuRBI/MlkzIDdb0CCURM2x1KA95HD/QYvqJY/CNb7DDWeHkyhRhpgrTwDjHdT1WlkJ2ji1x4fo0Ncel27Wo2Sm/s/E+HBtix8fzBftHVpjObvDhyh/zT779drL4Lvp9d2viQZK6ZV5tzjBrLbGwadgxGTGy1yWVHuOVmG1TEV94ocqSJcilRiswFGZRkfLIcxtLFFqdVTskkxYTVotqkNHse6zoUaRRpDiUREyiXXyZE+U2ZVKSVFK3W9x4dZM5b4o4GWALie9ZCCmpViVprAFNlFgIIbbYHsW9fRtAUsomNhaXegF2XGgHeo5BSJtxZ8CtdJJIeVt80kLbP9Uul/rTlKyE8UqbiRHJypImzQQ62WIJYwgp4xPToQ5GEg4EvcspN2WFM2ffxf7KUTZFDaHyYgxb5gQMuFteYFd+nbPcxcaGZI46+R2ztOJ+yxFEymWhY7GzlDDUbSKdiOnkHF+yHuO55kMkriZQPQ6UFtnlr5EPjfLl9DjXantptxoI20ZmBo3ACMiUIJM2l5JZSp6mHYLjGGSWcrA8z1efq9J2fb6z0SDzLDprih1BH9ptPl7/NN/qv4m2P8qKGmPS79FxRghkzL70HI853+Wb0YPESFKKkfTEOCyrMZQXcGrsRzh2tKCjrHvbGRMbrD/0BPG/DHl9YRs6SlHGwaOQDRmoEoOoTO+SRQKo1KeAThXtrdcWo+TGJRcOVS8hzS1GRIcwd0mpkmHT0g7pqmB42KWbenh+SjooiqKAkERDvSaJlHfHJNF1IcsEUuckUSFX4uQ5YdthZo/HyoqD4xqyrABRmz23GDcebGnVWg52UKNvUprao98tDFEz3tA/BxiVa7SdcaqizJVOgz4WGZrb4LqVaxY2JLkjyZZzar7Nppqlkg/hEbES/j/svXmQXdd93/k559z1bd39egUaO0kQ4C5wtbhptWRLtsaS41G81YzkdeIk43FqnMpMJalxMuPYsR1XPKnEsR2nlNiObTmWRJmStVCiKAmkKJAAQZAAibX3/W333fWcM3+c1wCVTMVLRalxjU4X0F3Au7fvu+/cc36/7+/7+35bDJIGyXKItPddl47wqPAoUcJipUelFVp6eEJgQ8n8kZCp22uM3TfBxz5q2MgyLvUmUUslWgVkOiDyK5L6BHv753leRJgkY8McILOAFhQDgVyA0rgibJbdWLt3Jb19HyKvYqccp0WPSxzhoFhkI5jn8JiC972Zj/zqDmtbNQKbMcB3HHdr8YRmc1DDp3ReBsqyXtRp24yQnDEMGREVAUpYxlSPdr3EqwXMzUnyEry9HvUI6jIl3Uk5Xp6ltX6BZTmJMJrz6hiFqLGS7iUgJ7ERFk2Fj8SyXk3QNzGGQzRlghUjeNkahFRIT+CrkkpISq2oRp+vxWkVD8oAhWG1mARr6VQ1JA4qc4UThTQF3fUhjWZJIC2J12J8PHKSSmj6XUtRSSor0cbS62pm95S0SGjUemzs+GRWkVQhpZAUlbsfXeNTBpYtERPIEuWDqiza2uvt2gZBSYi2FVf1PoJBwafkYzCsYx74NvRrY2xtTzjAWQuEEKOW+hFIjyIWBuFL2qKPH0o2SxgfF2xuu3lhrSBUOdI688ctM0E91GyZCSrtYqBdfWcVKK6Yo0wXyzyt3kGhFf183F3tCFBukLA3X+bWZJELg6N0olnEeAQHDsLevXBw0l3c/5vW/J8xBgMHzC8uwvPPO0C92zVgNRaJj0ah+e6DLzKeb/LCcB6toRqBrgjwhGHeW+OW+BpvMQv80hPfx+Kix2Bwg5EnhUVKWOw2ecU+QN0O2KY16m64wRY2SLTw2cjHmJqyeJk7VmAR1kH4r3GUQJcI32MuKGjefyt7397k134NLl4o6e64Qrh5Q/FMCBwobTKqTp/pc1/kwupDPLG8gLnlGGUJ28Ecd7yjpP5Sn1Z/m9V1yWo2wXJvkiF1SgSlBiEk1ngOAEchtWMo3jl2iVvVRd5y9Cq//uID1NSd9ExttL9JDJYUB7RWVqGkBSGJVUHgQdKHp081ee6pN/FefY0ftb/Oc9zDkJiUXcmT3fvkjEI7jCMfeoDH//fDnPnnbm1uxiXDgUEIKPsFypas6TF6OEN6gyIicxJoXCMUObnx+Sjfw3d0P83Jlx9mS07ztfwOLplJqtHqaqzmSjHHlXSGHk0qdruHBZVR7OTN0XsdwxPOpd6jHHnsWGoMmfR6zMxNMnPzLFe+BHmmMEZSaUvD15zfbDPpeWzZNgNbR1WSzqJGA9bkZCZEeYJuxzLbFqwlTSogMwEC18UUxYJaXRHlfWIzpMBnLtzila3jpC3LUtYmNxJGewe4ZxZABzXe8cEZTp+PmPXGaTQs72iv8KXfW4LEZyuLyfB5ZbGJP9zh7LUG2iiuXnWdIcNuSVYGzjBdSBoyJwoj4rqPSSpCk7KRNfm5fyzZVpdZWpbcPGHIugMeuktx5kqTohJkqSBUhrSMUOJGAdWnYp+3xreFp9iK5jnjhTA2xl0nYv7GXz/M3FvvYXXQ4N//nymLvebIdB5KIwh9w+a6YXNT0e26PKjVct89StKdEi8saMgudzyqCKfGeeozJSaFohIMCflS/iCetHRkxHTcoS8mEULy0kvOa+P974ejw9fZ+OjT/Eg84IP3wouv1WnvH7C9mFDqY2zmLYSnyK3HdNgjGIt57+DzHPI2kb0KiaFHnSF1DIKciIZJ2Cnr3NPYotQef2y+mxft7ezYMUJyJrNtjs1v0NnSfFk8zIAaCxygIYa8nk4wv1oy/vw53n1Xh7eqf8eVVzMuFfvp2BaJjukXmpyQkJLExsQM2bITNGTBwBuj3ZJ4Htx21OBd69FBM+z7nPXu5k51lc7EnUTa8uDRHaRQ/ET3N/nY1XtYGzbpyjZGK05WJxDWsl8usiBjDtcWeXk5pFEGrPZqVFaRdiHbGjAbw3irxU2rX+eVYJKLRc3FtECJx1ZSJ640Qvn4pqRmh4Ag8AXXvCMU43s5Eue8HM7TrEL6yxDEkqJQeKokUiUtP2Myu8Za+ziJaNCK19nWMXnlsVJOE/UNvRcCOkODkJJSS0oCSiO5KvYjBpa98Ytc+cjT/NGen+bV1s28fsF1uz1/UXHywL106kOutjxWNn2EBGUt0lZIKaj5FRveHIuz9/K7q9NYZVkq5knyEG0tZuQZYU1FICEQhkp6hLIirgYcEpe5XB5k2q/YTgSb64rxtsfCpYqb6j2ubEsOBysspLN4MZxJb6Utt3mmfJgJf4AXVxy/K8SLXfdHp+P25k7HOAkdoF63TLQlb7l9gx9uf4J7Jq7x1JlJ/vDCHVzpHKK7EjHTHNJ6dZ3x+1pcFkdIjEBKg9AlDZFwv3ieSbXDgneY81MPY9uTdHoKz3PYgVt/3HdjIEk9PE84SSwBfR1j/ILf/2dLfPEzAS+vtskrjw3RohWkPP9kE62cLK01rqOSUVQWUBJVfd4j/oTT+TH2m6t8rniMleEspRSYkf9EHLsArh5p5KBPS285+SECdKFAKcotQFg2SgtS8IXuLSzW6jw0/dd4a/JJ3lY/w5f6ii2/zU5ZZyhj+jRB+OysSbQneWlJuXhQK4QsECgaHkR+RXPSZ8+hmIfvF0SnXuW9+59h787L/NzwR4mTDc7v1ClK6Qiawl7HT7oDxfFjBrU8YE9QcK3XAqnYyupo6zzshiImrAq6Y7PUbcG62INPyUvqbo7Fr7HBNN9SnP+Lj2+B838FxuLi4vWfDx48+OeSfbnpppuuA94LCwv/zc77zbrWbw03PvxhB1L8yq84wDpJXABYVWCtQUmcKYoPoUkprKBmEgSWAyyTZw1O25t5JT/CctYG5bFdRFTSterXaoJAFMwHm9ge6D4Mag2WNiJ8XzK0HlLeSKh3JQd2mVRl6ZhFRgskkryKqYmCNNdEvZzhwO2UoV8yESkee6zGiRNw6RKcPueztORjL4P9Cnzyk+79DYcgdYlXDhFYLp+BybmA7arG0foC01MRxyaXuHLrt3Pq1TpXr94wYnLDjloUJSoX9DKPoLfJ47cvky0dYNbkNAcpuWwyUOO0pgLSUrH/AAy3Y8LSMCxjKgMNlRCpivvmllg3U1SqJBlmKKMwKHw0DRLu4xQPyq/zQnnPdXU6MUr+fCoCCrb9WSbLjGdf3UehYr5yfoo/tg38KmVObrCxtIftssnm5Q5ZLjm/JpiqXWPzX36dM9d+EmEmSLMApTSyqKgFhmk5IK0C7mpe5uhUjvAU+70VKn8GqxVWeUxMBeybykj3HCH+7D+j8dJXkQsT7M+HDMzNQAtPGupmwP5gg3pa8vBMysn1wyRBnbPJzYSqglIz0bK04h4z/jbvHTuNPH2FRnE3+UBjrZM4sRYqI2jUNVJ4zHk7vNY5yMHzl1lLmgT6Cn7Q4d7WHsTB+7h61VBmTvqoxCehhjYKTzqWY+gb7g9fJas87vBe44/s44QUJEQoYSm9iD21DpuDmLoYUlnFHCtcLfbwG+kPcvrpe+jJlLYpGI8l0UTE4SOCyys1NrY9KrMrU3RDNkApQzUyTjJGUFpBUbiQvgBa/pCh8RhjSF0YMvwRGOJRECAqw7AKGBYp+4aXaXstujZCyjrWOMBbCkMpXGt0XjhQJTMBqfEZ9GqsDRp4yjCmBtRsxrHaJe7wXuV9vX/Pk7wTZY+yzQT6DdqqN4Zj4UorWF3OQMaspDFfsj/G0NZYZZayCPCFpm+bLJazbNQOcNVOM7QxVVDD04LIF1RWjMBTxUDHLFezhJ5hbAyKynIg7kKSkCN5YWuOrTKmSAQ+girTPCSe466dL7HfP88T1XsIIs1r6k5E2OOfrH+I77BPcCh/lTuIeZpHRsCjpMIjtTEfH76TQXWU38luAb9J2yZ0qxoPbnTpDS/SKrfZYQ8BOTkhVlds2iZIZ55bVNKBUtbdd4MiFzVaQUrHaxALg4pDGspQbkWkIqayPhqPzFp0X7K8Lpk7ELJ6xTIR9BiWTtt8KsrIdYTf9Gm2HAMlCABTUS5tsqEjbGUwVuHnBatLivkZzdKaT6MpSdMbRopOD9QSBdoxWqqATqowVn2DGR6AxqMnJ9jjreNtr1IkeylL533BaP3p03CgWu6Ak6IUaNVmEkPH7KNr66SEI0BPXmfLh0ozGaZsFi0nByAVFkGiJZ6Bl0+XrCxKhBehky7p0DCsQioiDE4HuaoUqdVUkeW+8qtI8e2MNSrSzDGEi9yQDiEM5fX2X2tdK/X8vEtyAlNwsagDmk0mOSyuIAPF9Jxi8OG/zansOL3sMos7NQJREoqCnBCkwRrAGHI8aiRkOqYWaLyq4oR6iY5pcKt4nS1vGq8eMTXn80p6iLw1RdDymPDhttvgB+59jdozf8rw2bPUNl5jaBW/Yn6C58yDlEQM5Dhj+QBKqFMxoIHBjuQRBANTw1PQR+EpgzEQqgrfM4R+SaMds08ustxvIbUZSXc4Cbh6XVCkIIwhw0MCu/xx5w9jMFZQE0N6vTqtWkWZFZQEjI9ZBtsF2jpg3gLGOrm6cnmD/XMrRMkSi2HEqm5hkWQmACmwxkn4dKomZRBSyRAVevi2wreWyiisdUaYFovGowSu2P18fnAfny0eoRXN8uraBCpPKYcWYT2kdHumK3qClIK+iUmHPpFXEZUlYSsEqZibcySEqSlBw7O8f/9zfP+d51geNPnY4B28eDXj8nJIWblnyGhDmlhsXGOldoS5sSH9vMacLNlYy8krD2VKDqhl3s7n2BlM4DPDhKcYb84xd+c0G9/7t2jU1x1j/i9haLYxMiC9fNlde5IwiosEHjlNL+X9M1/mx+84zx+dnOeIuMqibRMSu7VaOOO/gIy38DSffPltbOykDPo1rJEOYBHuc9Ra0LdNSqtYY2r0WbwRQHevlb5EKCgGfaT2afiCqhKOfa1hQJOhrZGXIdv9iuR5wf/9j7b58pclV68YqrSGsIJaKKmsPyoQWJTR+FRoK/lK73aeHDzORpKwcH7AkWMhYcNnZt5n754G3aeGBJXk2eU2PVN3xT54Q+eKHAlHgRUWz7MkCdwxfZ6Pv3wHZ5KbyMobniu7xSGNJCcCLGak653mHmqnwEsHfOEzkluDo3xk5b38bPRP+Pv2/+KX7d9m0e5jYOLrHjHueEGoKo7mLzHXmOahhxo8/YWKmk3wZYmtNON0SEyNHnVK/FEJ1H3FpBgvYLsIuMIB5ljlpHmQPb0eS7WbuJzOMhQBlZQI6UAOpIfWjvn4xrXdre83wO7SCmqqwNe5k3ShJCLnVvU6738/PLPSpjUOnZEfgQDS0mfDtKmsz9DGlEaSDBXgja7YnV8XlppXcvF1ixV1skKO1hgHqGkjCCd8DoiMpZ0G46LLBY6yJx6ymTsvAYTlxgbluloir+R2/RJ7X36BM6/fQuHP0u13acy8iFqZQBazbOoD5IRsZZLJtEILwyAVKE9Q+Ja8lIzbbTqMUSOj7mseflBjkpStU9fYJ5c4deEwedBgMW0jhOC1lRp3Tq7QX/V4y2NNnj0lmJ1TpEmdCVGwsqlQejdOlVwVh/hO/2n2tHKC5irqTTN88IdDTjxSB+DFZyCpAjqZxQjnIxNITaY9zFDxmc/cIC7NzcG+iQEbSwXCaKrE0BcVa88vMdg7S9TwEZs5BhgSs20niE3GkeAaa2I/Ek2SSK5ccUvQ5krB1Gs9vOQwstfhpskdLq41MWKC8/05LvQm0QiKShBGEh3EvO++RU7Es/DUOd4WnuWza2/Ft9X1uAcMQ2ocUBuMhxl3qyt8JXkTi3aeHk08KnZMG5tcIKs3MMbSKyeo24Qd0SbyLAsbEVNKcvJsg/sPHmXx9S5aeGDdM5zbEImmED4BBQMa5FRslwGx8fALt7dmlc/Bo1PsJF06RZ3KKp4SR2gvWuoXlnnXA8/ynUcvceXRm/G2YrbYx7AMuKyOslduc69+jhe8+9g7Zuh2Mua8SS6uH6aoBAWKQGiyXLB1YZNj+xf53nvPcuClFX5h+YfYyBoUOC3xTAs8Da2mpValRDrnNrXMNX0TNtpmK5xnMzpIWA/ZWITDh2FtSSN9DUVFJHOOyCtMTTSoT/VIyoDeRAM/z0nyGray5Npi1gugpDWhGHohpjAI4SRaduwYVwdtPn11lk+eLLiyUSfNfJRyfmJrawGdDRB5hjEZkVQoNZKgReA3QoyveP7aPgI9SZoYBlWA0CUCH2Og0hZfWqSpqAUFqYkIVYERHlumTVt2yUuPDdNG94ZkXsjUUQ+uCu6Y2+T0ygztesZaWSOaCLm2VcfzNH3a7D9cIAKfet3tga0WvPn4Dq+eztgZRviy4mDU5fu+W/Cjrd+H5WWufDnlD649wpPr99DTdayFYSfEegEHlkqubjXpW0NRWSLhscUUh8Vl/mf1L9jw54nvuZ8Xx9/Cx7N3cWZlmsHAkTzEG1KhIHBSeiq0UFaM2x3M2gYLf3CG9fJxssqnwAdrGOYRCkNVWiyuw8JFce7pAUtByJ+mj/Lm4HleSQ+xaPa647X7pUUBvqoY9wbsFdvcJE9z2c6zQZuCwBVhtUTmIKx2+3klKIVgmXn+0LyfZ1tvxqxukJSCd+knGMgWfRqcsvfQr1psMEWSuS5JgSAgxzclTT+jEhF7awP2NnLe+YGbONDqcA9fY+7lL/OJjXt4YXmWc9kecnc7ENgRdmLRFRTDikoLfuzDhkNXvsKVnSb/+tm72SnqowK9AGuQgcIfD+h6Y/j9ktJEtOo90gNHmT5U/wvHTt8a3wLn/0qMNwLeMzMzf65jpt/QgvvG47/Z5/1mXet/aWxvb/+Fj/mzxtSuQOv/B8f7v33A2WdKnvxyi7IUpIlL2KV2fBspLJ5wSX1TDIlFRo0hnqhYqCbRGkwhKa1PP4+xwhlU+rJksmaYFpsc9Jfxsz6DMuTU1cMEsiAf+jSjgFLEztApckASOCBlt815NyFwwIJGWwhMBWmFtJ4L8L2CdjXg0ftmmJqKOXPGJbHD4S773xUdggDKwkKhwQRgDZFX0VlJGJsfYyHdw8L5Bp/2byZ4wVI0E5Sqv2FDttf/3k0uumnI0vhBfv6VOzg02eclf4bBZJOhjsgrSZYq5veNWHhxjTIw7hpGacq99Vc5Op7SVYeJV7vM1zIWixbCBugRW+0Z+QiPes+xX6yRFdFI6d1DCkvb63NrvEA9NlzszLGsZ9GVZFs02bR1AlHiGU1BTGd9msCzDIeWGZPzqfQ+TncOkFiPtaKBlgqjDWNRyVzUZXU4xoHaKlnQ4jb5NMe7X+OJ4AR79QKrjZso27N09xzl5e0mt6Y9fu6Zb+PxrMfbqj/lV/RPcrE6RF+OjTZcn8N6nW/znuXT648xKHyWh2MU1mdYQqtpGFDygPcKj9gvcfTlz0GzSbtYZU9zwKVuyG6CGQWGyK+4PzzHdhpzSF1lZX2ctMhYqOpUss/qtk8W7bBnoobaXKEnYpayaYbEgEBbS6lCbpvY4taxLh8IP4npO9bPn/QfJRQusZ3fA82i4qb4Ehc22gTkXDMHSLxJTichXTEOCJQpmIq6eKsbtOOEaxvzNMM24aTTyNvVCx0OKqSu8BmxwIQ/Yg04fphHia4s+7lIVmuzt9YnLkq2zAQpMbkOkLYCLKFNMVlOy9tkU95EQEGKS16sFcQiw8iIml+Qla7d1iU4AZX28KymkD6Hx3Y4Njfkr9svcsI7x/jmNmfsndcTjBsz/huH0QaoWNBzrDLJgCZgR9riUFmFZ2FZB9QSwbA1h41rzNoCLQI0imvXXNBbaUlFgDU+WkEtkhye1sh1g4gjXtqcZqWcpNAKfIHVAhkoNoctrvqHmCrW+IGpJ/g1+z/RODzNlxaP0OpPczqd4QPiP7DDBE0GlNzQ188JqaThqZVbqNlxKqNIEteh8cSTUxyx21hl2Fcts8A8E3aHhBZCQIVyGrrKghHU/YIxkVDYgCIYR9eaxLEkjiH0DPgBRVyjXNUkmQdWoK0kkII4hkO3N7j5YMni13M2O5pKS6Zln4MHLMWBgPljTTzPtbg/fnyLQ6c/wW8/OcczW8fZ0ONsJjW8NGO+NeCx2Q4XioP0/ZjtbZfge6Ki5ffJcp8JNWQhbWPZBea/8bO1COpyAFVJkSowGmt3w7tdAF9+wzEGSHRMXYQI7AjQuwEMWRwrtZIRa1Xkila7ATlOEiTpVuikouhWyDhE5ZZUh2QEo2TGIKzAE5qQjAfrL3HTzYIPz5ziXy3vxWSJY6J6AjEw+HHEwaNOAm1qyiV1jQZMTsKv/FKArwqG2qfOkKviIIfan+TFO3+Qz194D1euSp56JSYwOZkJsEK559W4DUqimWETKySzcouhqXN/7RxH9at8R/kE82qV6agPb36YKxP38HvNu1hat1xarZjd5yF1TuezX+NTL+zBXDOsDh9iqANO8gB9GuTUUNqyU8ZEOgEUARkZtRGQPgITNeBZlC9BKEoZkmvQviAIJO1Jn8OLyyzkMxgrEYFiZhr2htvY1RXOVkeoU5ASEUpLOTKylVjqIiErPSblFt2kRRjnJKlPmQ/Y6jdHhuU3NFM9U+BVOdXaNlPjOfEwwY/G8VLtGNm2QtnS6VEj2MrrlCJAa4GyJU36BJRkRHRpXWf8GlyX0wv6TnTqwVknOSOoURcppXXVFy9wxnRSGKpSYlFUSMrSR9Zj0lSyf8pJ5U1NuSL+2HyNk/JRbj96Oz9w3wXe/OS/5anwAH9sj3PB3sKrl0P6KVQI8kzg+QLpt2i1oF73eM93FfQubzKx+BKrrw/4zPARrphDKGGIFewPcsrSI6HOYPrwXwaXBxygJqWbu0Hg4qWytPi4YsybmpeZbOTwwgs8JBdYy+/gCxqzvQAAIABJREFULnmWr5oHkAKMlTSCDFWVfGL5BM8l+9hGoK25wd+z0gGLnkehveteAK6csrtSCKQUeB5OCqYyRJ6kIXp4XozxFamJCMqM3NbIdISVHmlh2bna46nlgqRTUpZj1HQfIeGA2uTg7THdaJaNdUHRy2n2NtmopvnZ3t9Dy4ClnTmCQLN4qccDD8CHPjTJ9HRA/JYa//wfdTnbV/g7hmoEyN9AdB3A5EzzoO4X3DLd4VR6nOfyu+lUjREY7oYSFuULsO6e7caf1jhwv5/6DHOf7USzFh1jbzjJ30sbvG/y8/zN6iM8GX2AL28dHQEOo3OiEabiwNgObGwwMdFAliVNBqRlyUGusmXH6dCkJLheTBAICiIGQrFpJ8mER90OWGAf47bL6WwPVTyNjWO0hjBya+xUM8cmFRUVaVlirM+uZJSQYkR0uDG3ShSRlHgmR1HRZotlsZfPvTrP+auumCmEcV2wFpTQaG3pUCfwNKl1sdku8P7GzoFh5aTgEOINhYJdigtkuaLTmsEPhqyVs0yJPq8MZtl/i6Iyrktst5NWKfA8wwPTF3m8dYpPfbHOmaLBmY0Wnt/io6eP0Gab1XIKgaWyiposXHegGRBbnzJXeL5gj1qnIXvcVF6h8iJ+ZN+f8qYPfz9P/PxZTHSNjW2JNQfZGNQZ2Mh1EhFxci3kyESHmkz5O3/H59w5SK5t8dLJAW0dsVM23V6nIK08Pq7fQ6cXszB+E3NlyO/+7i6oB5/7HKyuKyoZYLAoZSmtY+MmQ3ldQkMIWFq07I+HSAupdt4tKwPJFy9HVB3DTtdNcE8XVEhnri1CrPSpewVlTZHsuHt/+jTMT2r2DiforsbMKcUXtu7gYLDKS/ktLAwnSXXA0Dg9vSyDycmQJ2vfy9t/+s3wvh/A/PZpHjh5leXVGbZpY3EF1XHZJxoP+anHTpNe61Ht1MjSmMoqSnyMFTw3uI17D27SOHaAOzsrLC6ETBc9VtJxjPR4cXmGK5t1rix8DweTs6RENMWAyioGtLBC4FMwoIZBklrnc1D2HPng9GnFvffC+Sshr21N088jtFWoHHZ2Cg7VJZ/6yhjjScgXB7fz5Yn7WM4kKpboaplVDvLW5r/lra0lNg7cS3+6x49/9NupiyF9XLdUZZ1bb1MOkUXGoeQc/8PejOeSO/i0vo+BdvGvFBZtACVJaRF6hq9X91IPc/rjtyLb48zs8djYgDvvdNKdM9OWLE9oRkOOB1fxmhG3eq+xeqnG0vYUCzttBnqcXCusgRxLlGccqG1yc3KRVv04S1WTvBAktkHfNFlP53jiK9oV8YymsgItodd1K2Q20GjtoWxF3c+Zq/e49bhioZxFxQFXr0JnOMVwYLHGXH+WhevVYZdo5MmS0Ob4oSSIFPUk4ZC/yfJgjLpnyEqfynrkm4alJY+xA/v42qkpilCxlcaErYjNJEbEhiSFsSasZjWmS8eYX1iAybGSzotbPKLOcF7O05ZdjssVHl9f4ULS5InP3sVqJ+Szye10bX3UaQ4DHbPSF6yejej2IM/dPlEQEIuUz/N2fsT8NoflVTg34JFv83huax/poYdZW/OJIvf5eJ7DJWo1CDyDsBV1s8U+ucx92UlOmRN0qtAB66O1TqGp8BAYLB4SjRQOjLajLqkBDdZaRzlnNTvZ1A2d9zesmnlmyQOJbwc0bZ99LLLCNF3Gr79WGO3WIOvi7qqwWCE5o29ncTjBtd6baFU7vCJu4e96/5S9/ga/VyScNA9ypZhHMzLopsAgadFnvlphspUztGNc3D7A87/gMTk9w93i7bxrosUTm4d4PZ13puLCyWoa4wT/zIhMmGeW7sUdzr5e4/2/8L2c2NzkuV+aZu3jQxY6apQPWNJcsbkliUjxlGJvfYexPU0+8JPjf+n46f/v41vg/F+B0e/3r/88Pj7+5zrmjea1g8Hgv9l5v1nX+l8aP/MzP/MXPubPGp/4xCf+q5/zv8o4dYrGE0/waP9mPr/+ZqruFJUJEbpESRj3ByhPoJRkaH1CXxMXKZ4wTIoOC6ZAqxhRGSrhEYmCjMhBx8LQzLcwAahswMKgTT6s2GuXWa7mmPUTpFDYg4fx4oAwhJl2xflXK3rdADUymokCS1loPNyGE4scbRU7RQzaJTG6cpXn9UsD/rdPxzzzjNvId9updsH+sgQlDFg5MkHxSQufXhkRvl5RGB/LJJWReELjb0JtzNBqSfp9gykrtFGjDdaxkyvh8fWdI9SmG1zetIhIkvY1ZClJGaJExYW+hwp8J2eCwOqKwBZEJuWd4dM8cMCSj93LuU5KZ1AhcdcmcPIk036f03Pv5pZ0k2ExQz0pqQUl+4J1Tuzb4Asrx7g0bDPUAmEcEJLZyJnOIKhEgCcEhDHDtEJSsKKnKfG5Wu1lODJ3rYyipTJsUbJmmzSDIYk/xpHGAhe3xnmf9yr/S/kZNoJZlsRhft3+r5x8qUFaeJx7uUVUvY2PmYe4j69xnqOkokZBgPJgpWhzyh6jTsKZ9AgbpkFeeS7IBXp9ixEln+neSiIe40vxYT5QfJYPvOk8q4u30l1u0+u7BG3PHsF+0SVVk7TZ4lR6jHGxAZXFLxI+zeNoJMmghr9tmVENIlmCkijjmMZISb0lufnuGj977DTs1HnxWY89UYeH9QucSW5mPEyJC4/jRw0ryzX2VimL/SaBZ9m0DXQQkaSSuk3w0eSJxnqCK9cE+8fW2DQld7xjL/XxgHPn4LnnDFQabZxeoBUKawwW10KocH4OB8w1hjbGlIayMUOtYfACxVrfQ6RDTFY6NgYxuYlQpUF6JW2RkuGAIIFFWsN0uEM3jwhNRaoDil3zRSExEsbqKUEk+al/vJeb4h+Cf/A6U7Ghe20c35ajuX6DBeiGGEE2mpSIEo+EGIP3Da9RCowKUCJnqCNMp0tD5bzp8RaNCUW7Df/m34y01EfdBUUhUMoSx4aDs0Mmmn3UxS4bxT6GZYiWEmEkXqjYKMZ40r6bT6bvYoZ1jm9cIGoFvHLRZ1DCznCKgzLj6+IB7g9fYqXYS8sOGFBHAEoJ14qa+9gF9Y0FQSEYBIeZZ4H99RWaRcYlfQBjJCk1KiNpxhVZpqnJlEjktOKSst5kq2iSDCViUFETQ1phga8MPVokxEjl2I2eckxAz4N3vhPOn62RXaxcklIW2CAkNNv8zZ/KGdaafPSjDlh8dXWcvesd8myazbJFRzumlhSgt+FAuMYD7fO8UN1JUSiK3CCKkq4JiclY6jZQskTICP4TyS6BoSZzZmsDjvqXSUyNq2KMXKiRgZUcQUfu1Q4Ocn8Mgq5tkuEKUko41uluSdOCkw7WAvMN7slOLgZtwBRIW+KJggqPzIbXE0GFoSkGtFWPu+TL3B++BFdzfuBtr/D2fed5YsvjrJ3nmfQEy3oOmadkQ8X8Mc0//PEV0toUS506v/VbIJQityGeKNEo8AP+tPbfsfzabTQGIa+8Apmqs9JvIDHk2kMKl2b4oiKyOfNimYfk11gRe1D1iAnVR1CjpgyHWYS4AfkWh/xlps5+gS9cuZdOFnHl4ji331px8vW3MpEu0UsPOsNcq8gISImojIcvNIHJCEWOsjk+Id5IMkeNWHGhyPGMJR8GeL4mKQOEkpSVYGLc7cH/8IGv8ZXXpunINuNmhzff3uPSs+v8fv4ePFvQo+X2HOvhS2c2XPcLwqwgEBVbegwtfXpJAys9+nbU9XAdmB9ppsotpgZXOBSeo1u0OdAeEo5DWgiWFl2ppkwlkV+xVTqd79I6tm1BRIVHnSGzrI6Yy66AN+JgURJcN/cV2q1CgZQEsqQVl2wXkpCKoXaFd4NEKuE6XEoHbCvl2IlPPeWkbZzRuMdv/sc2b186yVz3Mt/VeZq33n0zn104yv/x2jt5jX1kJsAgqUro9yzttmDfPnjkbQF3zvn81t8wnKlu46LZ59ZYK/FMwaWVEO81+J3fcYD6e98LJ078xUO1RsMdm+euy3FszIELIjOMl1vsG7dsbYb8cvI/8vzqPMJoMuO7zkcKROB0qY1UPDu4nSERFXbUGXXjWbZWYKUiqAf4ZU6/iN1cQxCEgjh2rPmyMOjCARM1Eqa9HW6qv8oV72aS1hyyitHbHdbTiEw7RjBlSTlM0JWHLUvqomTeLPG4OQkXG2x7M/T03XgqoCtbXKj2o0xBr2yghCEZSooq5+RXK/7wd3I++MMhh7/9Lj5QG7L6yylbnymohiHW2BvrjZAgXNdRvS6YmfWJmhGmtYftnRYZ0fUCU+yVBL7FFyVZ6ZEbH6lGnSFaUFqFtgpGRtYyVLw8OMBVNcl/3PpO9je7bPdaNCYC0g5kmR2B2Zb5Zp+TSwe5y0zz+c/D5BQsn7GMyx4d3URgnQcRHgqNwUNiEVKiIp+umiFMOgxtzbHsZZM41PQDH6klaqRK1mpCox1y6G7F4vk+tc6AYem6R2y9Ti8L2dk2o+f3hv+HChRpVkNg2GKamq44/8mAIAaqkpAKs+tuYjVCWHxRkduIKJYM+rtcf/mfzFxXHBF2l8nr/l86bBNfGZa3QnTpY0pNXo0zEQ/JtjUf+ECDl192RJs0dQSHUGlWBy3+xQsP0yliVsopcq0o8wCPim2aRLKgNB4t2SeWOQ+qr9OtzXCxP0NXjTMmMu7Zt8APDf4lWaW4p/4ac4/fDROXOfrws2ysfJGNeshL/dvJrT8C98QICI653JHcYRSnTsHORsnVr+X0eoK8kjRsj8J6eEKzJPaxPNyPHGuQD2qc/axbf557zr33MHTvKa88UBapDBPjgv5AXteXhhteDrugdCRTuqaBFh5LvZB65KOUJVQaKQ22lJQ2RFpLVVo8L0NnBUEQXZe7S3XAYq+FkTFbaZ3Qh1PZrVxO95CXHpV13Q3WWjzfUhSS85cC/uTULKefHWN77CHOjKfQKwiGBcWIFFIFdfYdyUjH9nDorU32rGpeuVZhrYsJND51scOGv5e33u+x/cUdGnGXV7rjaNPGGEuKx6Bsk5YBKzJkv1xizUwRy5xlPHIRk1FHa/UN+5C1kBeWqDKcfsFSLzLysk5lRvzk0iKU4lpvnFq5j3/wlQNMzwpWux6Z8TEpNNszlM2DDO7/LtKozdLxd/DRf5dSeDU6ugGjWNgZHVtWsnF+4sjXaTSmYWGBv3b3Ba6cOczlZIp+FhKSEfuasBwSTtRIqil0abg2kEwMK6pEUugbkrJlZ4DeHpBVCr/QnLZHCXYEX1m/GaylyivKCrLCxVVmtP9aY7ht+DwfavwH/mDwPRyaOMKXd46TFhGZCMiud87tRm8juc+8IqhKjGewOgdrmSzWeKv3ZX6480WW9z/Iz69/CJsFdHv+9f1CjJ4IMTqnk2CtiMk43lrm1eIAiWxT1PdzXnu8e+7zfHHzDiJVMLA+oTJkScXFzjTTd5a8cs4y3naSc42aYWNLIpV7n/Pzbv+7cMHJu/U3u9w8PEeZ5BzV51k1e+ikIR997S6ElCwNc85kB8mtjx4Rktzcc925cqicRr7d/XfJlphin1zlgn87c3wVtKax8ArvPXaeJ2p3Ix6d4OxZmJi4QfZLOgUNM2SPt86j/mf4TvMEf2LfxZqeJKExui8SnxxHrkgdQC8MUgmCENJMuPkpPGRD0T14JwMNtVoMl//zrieDJCkCrtlZ5mSbHX+cWb3Nqt4zisHdvFAYDGLkdyQoMli2dS4lh/Fsxo5tcFAInlTv5efqv8jheJuPrB+4Lo0WkyCxhKKish4dNUk3hUq0uNKboJIea9uCpdodvHitzUY/Jq8UZrRWCWGZihMGmUdl1XW51c1ByFe/2OGpp8f4ru87xAc/DC8+X9LpJaQmwAqBEpZqkFFvDJmRfW5udfnBO17nkXveD98StflLjW+B838FRvYGAdYgCP5cx7zxdW88/pt93m/WtX5r8A0ipvcvvkQ9u5U2ijXTpsKxVpIqoi36WD8miBSNNGE6SjjCJbxGyP7+mgO2ZY5HyUV5hIZM0VbRDnpIFVCWhiU1T19brChpm01OqNN0zAQPTVxFvCnioe87yMT6eZ78rWWudW4i0G0QEV7kYSvDvmCZrJSEFISyZEEcQFpLjguCt6sxbvc6/NbHJljfhOHQYkbtpbutsLtGKsa4DWs36ddIjIWy8r6BRVpYha4MQWG59TaIRUr3coein7OejTkQ3JNY5UMcs7LhOckSaRF5jkTi6ZzURogK0ty6Fl3jQFOfHGMtp3cOsnIG8ns1zTDnElNYpVDCAYT1lqJq7Wfs3RO8+yHL3LMwWB/SWFvi8YOX+PlnHmMz3kMnC1BqSGo9hLVoJB3TRHquPc2zlpo21JoWnQgyHTCsHCv1OrtMaHLjo4Sm0iGb/SatIGOYH6EerbJhSw77OZRr/Eb1Y7ywuodu5jFMwVrF0LZQ1J0syohBbYRwIIyIuSbm+WivjWcrtsr6yHpsdL+NpEudOoLP8Riv6wW2onn+6f5n+ekfjAi/oHjhBVdkaTQUve4etpKUrtzL+HhFpzvDifxpPls8SJ8G6UgGQxhLYkIicrQICJSmtAKDx3AIX7/c5u+KD3HmQkA02KLMKw6W5/n+1hOkJuQ77tzkZHU/3oMPsPaCc5jvJ07nN6Si6eWMBxn1qktgcqrKUhqPdFDxyPEFHnskJJpp8dWnJGkSkI/mmQ/4UqOkxhg5am0UHOYigdAc5QqXmvdRtMao1TR3iEt0Ip/t1ZLKOhAuMwF9mhjh0fBz4qJLjnLyK0ikrUgKn1v25zS6SywPWmgrWCpnMV6IF/jIVoO7Ho+QE8CJQ/CLv0j6qx/neLLBxc3D+BjKEfPZad9DgNOojRgypIGDdNX1wH9Xc7XhV+ytDygKy9aOpC5SdLrNvYtPER24l8+eP/IGGS0HqABUWcVYsEFwbZ2wd5VXisMMTYyQ4KEJY4k2PttVi6pyTLUNphhUDSaShLrssqNjfFHRk2O0GxW6ijhhLnO6ug0fjdHO/m+oQ/LSrQE3vCXctXRKD4IZDtXWOB4t0huMkZch2cgITqcVh9USLdvjkFyk5Wm+bh9iqWhSlhZTQiVCBqnngEJhscJJNAW+RPmKMHTAw+c+B9aGXOYw1uujhGbWLDApEvb+4a/y6/pHSNRBXn0V9s9Jnly4nb72KbWkIHDJ50hQfGGnzrHpqzRFRq9Wx0OT5ILYJvR0A19UZCZESPdp7b5niWVcDZgPN/jQzCd5qX+YBbufyaCP9XwKXTHQERhLZcVIeMTSIMEgnZkZ46OUzbH1rXA6x3Z3HTaANiOD1V1GriGgxKOkaftMV5vMRX1OFXfgKYvRXC8SCaXo2RZXOcCvbX6Q9+95jROf/zxz7TY/Yl5k1WvyM/bvo5VHX7UR/T6ceR1+/ymSXsCnOt9BIQ7T7Tq9m1IGCM9jGEdcnJii0B6vv+iYjd0kwEiLNhapAOMkOwJZcVAu8bei3+Q2e47fs/8963oPF+p3M1fr8pHej7N38jeYG0s5FT/MRz93E58evIlrvTopdaQ0fOn5iEC3ScsZ6gzRFhQlQ+oU+Gij0EZSiCaJraGEoUZKLTDM2WVCk6N0jrWwaaeZ8DqsFDMIayiNxNclK4ugxjX326/xnQeX2VgueS08xse+9igv9t/Ggp4loY7jvwkUEMQeYSxp+BW97Tq9oumuy9SR0kmKKcso8RsVK6Sm7uVM6w0Oy6ts5zVKFbLWCahm62gv5E0PVyxeq+jvaNY2XbJW2F25FAcMaxRDYnq0OMJFBJY6CZc5woAaHW50T7mVwmnrKiyl1jS9lCwXKNz5pXDeN9YKfB/SoaEZFixcUYBPp+Nm/uaGYS4acGGlxdzWAqQpjcVXuXltk0A/ijBmdJ2OzyyFZmXFo9uFldcHHBEr2GSS1XKKIfGomGRIbMj6pkd1Dl54wTEjAY4e/Usp23DihDv2qafg2Wd3TfFq3Drb5NlPFlzu1jm5uI/M+FTWGXxjBZ6wxKICX7FdjmExo/3RR6LR+KP9R17X2C+lhx8IIgVSCTxPMj/vgL2xdJnXXxdsV07aKhUBmRdia3XeceAKq0f2UNL8f9h78xi7svvO73POudvbX+07Wezi1t1skk31Jqm1tWVrcctLZM3YwMQaOBpPPEEmBiJM/kkmAycDjMeRAgRx4HgGs1h25MRq27Lbbrctt6R2r1KvZDfJ5lYs1sKqevVevf2u55z8cR8XDRBPbESDGKMDEHwEq95y3733nPP7fb+fL570OfempuRnNK+FDHuWnXgaa/JmXJUuh8QqpJrdjs+qmqSrDS1VYqh9EuOS6OJoPSby+3Xi4tmEa99p8vT4PEePwpnHi/xTr0HvYpdzazU2o/G86SMVXpCHapdK+Z/THyjx03/7BF/7aky2VkGlEptZHGVxfIcDxQYijYmA0CvS1WW8ske7ZVHCos2IJ20k7TBAAN00wFGCy8MyExPQGUqWDsD2RgZZSsFJKZQkZvkeLr3WxUQe4cAyWx1imwMS4TK0AQPKo8K8pKjyjA0jFMJzUJ5DlhUZ03uEpsKS3yArlKktWFY388/mODmm4sAB6PQcqktjlOcyPv3BNk9+tsDkhOYf/+JNvvrsBEPj5N83BiUsiXHIpCQ2+Ta+k7q4xhDFGlcYCiJB2hiPiBSPiu0x0BUm/TZ7Zopi0TIc3mqj5VGS8vZ6Ic3vFFLlKmLytbirNIP9NJ9ttSGzCmsk+8Zjdn+PY8sOX/xiwJe/DOfOkavU+4or/XEKskA/8dFWkYzyNBJcfJESC596EBIIOFW4xpK3y+fs1/l66cewrkdcm4YIfq/6s1SGu0w/sMLsgqS/cIyGfoupk3Nsvq7pR2NEWXDXPSp3zKXC5c2zsD+AcCAZ9mdQJkFimKSJJxJ8adjLxqiWNDZRdPYFYWRIUkm3eydv65Yr13UF5bKiUIRSGW7cyI9RjkHMr8F6IWHMbXBlf5LA0UTWxS97pGGGjELKToJJUyJZIzGKBI/LocO8O+Bg8Sbr/gGq9RE2zCp2xTS7HcOU3SMZSpQSmAy0vQXNzNdyQueB5lmry2//0nUud2YZZBZZKtMve/ikiCj/Hp0s4vqlhN/Qp5k/Mc5gaYlky0ckuYI4UCk2KPLwQ4Zjs23eJKLdGRLZGTQiV9cjiG1AGAfsiyLLjsPp4DyhLCEyhyv2HmzG96w5b6/cLAx6lspESjf0sNrcJQ6wGCMoBhlbyST1UsJ3N2oMhSRK83t7a1jg7fqD/MOb9zJRzzj/61ArJLRNnuNCkh8TaQ2tpMhcRfFM9gkmZcaZR+f5WNrj1cUy882A1Ze30YnB0TGe45BFQ+TYAqvXwCQZe6HBc0I6SlJYLpCEmqzVozdU6FRzQ88hNES2gLIZQusRXlGOXCz5NeZIzaRoEeHze92Ps6GmWN2bJHNcQuOPFNRydAzy35EYpDAUVUjBRMwXO2zGZazJcIk5Fb/KiebzlEyfM4UHudA5PVohOLfnX4tEjTCREkuCS2oV77Wn6QmfKDJY5RPMLLJfPsoj1Rb99XGaRuVzSzlgfh7abZfZeg/ZbrJS7/PSxkEKboFh4lAqwe5uHuJcKMC5tzVJx2c1eZRps03BDvHIWGeJgiPYdRd4baiITZ7FdrdYSCoo1xw6HXOXtyf/u+oMkMUCR6tNKMzmF94993B0ssXywYDLfwGPPZYr542BK5cy1H6HQIVM2QavJafoE3DOHKcpJm4/uUOKAsZp0KZOTfSwnsdYKUWMj7PXEkSRxfcVhZJk8V4Pr/YQ2bkU96ZAR9+bxyIApKCjy+xVljnADc72JqibLj1bRJM3JPRobZ2RC9J6fYEd5Pt0TIGaC101RmFxkutn/i7vvPEgflOTZnnzKaJAWQwpyyEGxYACjhI04xrDzEObEQbPuCRMEmlnFKpuRwgqyzBRrJQ2aQ1LdEyFBI8oc7jaGuP3v5bysU8XKBbh2GybzrWMPV0msj6pcXAk7PSLTLgZfrTGM5eOUPzjLo//rR8U5/864wfF+b8BI0mS248d5//dV+be4o0AcRz/B3ve79d7/cvGl770JcbHx//Kv/c3btyCmK6vE/Z8jotLbJhJHKHzQC8pqTt9IhlgMhccj4FXp6I2mCyk/PjUt7meKc6699MIy1yWR3nCeZHO2BJ102ZsXPBG7whDt042TPGqAn+/w33BGhN6lycmz7KwAFP/5Icpz/Thi/8zXnPIn3d+kUB7JCPFU1n1OVRu8mTyO1xNDvGifmQUVJIvyDWKwEm5ni4yuOHQa2dEoRiFmxlcJ/8Zz8vVOr4vsanA9jWxzgvX+bgb3XFHiWEQnDgBSzMOT9x8lv31AX9xeZaeN867/YPU71/k9Xc90pSRpd7iGIkxCmE1mhGflRQjJGIUvpXiE2N4LvkgpwbrjGWCppqm7vaJoiIFEeG4gmIh4IEHPcRYnUNn4OEfgb29MRjW2Th/GHN9mr0LCgQY18dqS2bEiA8NWZqr1kymkVmPkk0ZFMeIU4dotMC983k1KEEgEnbSCgpNN/apmjaXo0lMMWPVzDKYWGI/nqRtxvMgUnPnmGUjFXgGOMJirEXK3Js71D6SlGaW40/u5qHeUiYNKaAwbJlZXu9KvjG5zGMfvo/Zi3lxY3UV/KhNp9mhKStEsWRYneHhextE3y6xMVyiT/muDZXBkKseJYKCyNBS4jiCNNbcvDbgty7UcIQhM4tMqhYFOc4/yr7EgZmYMD5McWWcZwqnKNUrmLUwb5zoBGFgrtzmA9NX+cDMVc5eKbIpFrjWnWSiFLLWqvDVrwrOn21zqTlOkt3aSIjRgjZXf+YFSItnM7aZZ44drqnDKGEJah732rf5Bwf+iOXuWa5X67C6yhvx/fxvg88TUcAoj7FizEOFc1zvjGEySZsaQ1FGaNhpGI4taZbGb2Jm5ni35xGledDRqcUuk2sXGPz2WfrPdil/9hNM/bP/moXPvcT7k/N8p3ucHiUifCA50jwfAAAgAElEQVS36XoqZUbtU7Fd1jNBx1Ruf5cOmmkaSEfwQwvXEJ7Dy2vzRFmBtpmgnRX50vMVam9LujVNFCl8z2DSO0vlshjSH0jWNxRXzWG6SREjJA4ZiXWJIksUM1Lh5b+XIti1U5ywl9gewqKb0JZl7hXvUZV9npg/y3MUOH5fn7Xz26iwT2Pf4aXuCZTNyMwt6/+dJoFF0E8LvN09xFiwQzspkmqBICVQGQtqm5pucUxeYcruIXSBQ+UGG2aOJFZo8saUHvElrRU4GMpOjO9oyhNFBgNBqyn5sz/LETjWlokpQNilGPQ5vv4ul8KbmPRbrM/kaq71aykFd4KJ0g6qDyIbFQ2xxNYjMCE31iWT9TV2snuQBZfefkZHVzAIUuvjSg1S3c78EALKbsyhSpP/bukrvK3OYOQYTuRxdCKkOugSzNZ597qgt6+RI7xLIBKktYQ2IOYOPkFjqblDVCkgiiFO8g2/yfLittGWbKTIdYSlYnsU7ZAP8QLz9iZj6ZB9WeOCXMGOjqMSmp4t4ZPy3fABdu00e2/W+CeH3iW8LphKPEIKHPHX2XVX8NSAqo6x/SG//JsLmFTzRjqkFzRwxRSRdVFKIJRCuQaRJezuCpJUEYa3ciIEUuTNI9/JqDhDThevcGZ8lU/Hr9IoHsTZUay7R9lMJjmr7+Vg/V5+uXyAzx6/yHMX5rkop7jWnSDMcueKEAIyQSQKSGvo2jIFMSQaNbpu2ZHzhotCidxpoF3LZLHJMXOZYtzhXXOEhp1EC4eedijYIRF1BIbMCJws4rubC2yeuZdDnVXe8lf4Z2t/h5vpJDfMwvco0wVgJESZxLGw0ymAcTDCkuIiR1gK39EIq3GMxnPygpqnNK5OcGWOu5COQpkMp+JTKqaQ+vT6IAU5PqciSPvgSJFj57jF+s7PYwfNQdaZ5Saf4//iX/FzPM+H6DB2+2elsEhhUQoCR1OoKOp0Kah9Lg3miawPSuKXXBzPoe6H9FoJUZpw7aYkURWU8tBpxrjaR+53Obr6JzCTKzyp1VgeNLlfnGeNvHCUkedohHGATKHbtYR7EAU1CtpBOy5iVHgWCKJIYvY1w6HKCwvn4Pg9CY03diifGftrVejLZfjMZ+BjD/dpXNpn81yLp34z5Oz6DOe2Z4iMT2LzBrDGwUHjiAxPpjgSpko9rrSnRnrpPLPGQaOFCyovzjsywzMJBZmhhUD4PguLkpMrQz71kQHv+z++yC/7P8Y3kkfZY4J+5rMZjXNcNPmpX5iiPe/xzDPQ73scOwV72ymNUDNMBX3tj0q3BikFDTHDomqwni4QaUWPAsbmCuzUqLvOi/x+rFEMtc/r5wXuQsr16y7Ly3CpNcXhiRvsdxSqo2mbClY66EIZVI5MnJ6GT3wCipNFduMiUuW4lsCDShUeO9amvnmZjWaB1HVw1R4HD1iWn1jmd/6gyLU1SWhyXFceQCxG6BFBYvLXGPYNSwspsxMJvhvQ2PUQRnBTT/LGi5sc67zD7o2DON4Kbsll2s3Y3FM0qeJZyJRLIcidYQiZr9tsijYOtQmfuD9GnQ5Yh//24WdZc1f4SvYxtnoVsiwv0ne7UPIz2nspCwcdes4ky8lb8K+eobb9GEV7goj6yIs6ErD4LsJapMkLOpIcW+TKDCUNBTNkiv1R8ykmw2HC7hGlFYpVQ7PtgswZw8UC+E5G2k8R1qBIGFLCIcVKD8cReK4hDTWu1GSZxRcpwjoICy4Rg07Cd//wJlOLh3CcXGGeZeS4F+thM5DSkhmJtLmCOG8WWhbqQ6pOyBPBS1Rth5XoPV4Rj1ITXTpykuZWwrpZoBP51EoZezfv4+8sVHjut2Yww8+Rth+kOeMx5cClHQfu2kYK8sbMzT1FGI3QGDbHDwXEhKLIAW+HthijXgPfJhgrIWvRHtTRwiNJ1L+TY5UX4EslWFnJP+ehQ3cacNbCyopgqVxg9+o4dSlpDRXTYw6lCRensYU2mmFo2TLTeWHeODhkxNalOrxJ6EzzqU/10KU6UQSXL8PFCz7ojA09wz1qlWY6Tp5tmV91LikKw5gzYFZo/BsbvD5YoJWVSfEohwl+RXCstsMNU6IX+4SZy7VmjU5cIL7ok3hlJDFSqjxgVAnmyl3eOT/NtQ2f1999gCzRxPZOAPKtTKAcjafYt3XKJct4ukOoSrTCOgOnjDDkDWwtubuBInVGZydmUu2TUh0V/fNclUBpXA9qvqUXBlhjyNIUYxyQkn5fcnXVYf2qwomGpMbBk1AdAzHIXZ1CG4yQuCZm6ya0C7s8feYTHP0pS3l5kv/kUpmnv3SR48HLpFGPU+67nOVhdidOcl6MU8DSN+6ojaXp7GWsHFNkjka7KdgB69kUkox+WsYKSaxdPAnSKsYLIc3UwXMlaMOk08E3lveio7xsHiYzLo4y9GMXYQ1346TECG7pkBHYEJWl1OiRZIp73BvE2rJsVnkpfZgj3TUOuLtoEzJT6NEa+KNV5i3HpLl93PP9lSayHkILIiOJrEAIzfauoH/fcdy9qzx0pMtqWzJxeIylkw4ijbHtkGi/iZuFrO8rptw213oe0pUMh3mwaKkE770H7Q6kUQHHKBKhWBSblNwuS9Mx3soRti6PoQpDBjrI91eG0Uwn8RzLTDlC9jK6eCQj9GJATN0P+ezUNwlPfZTtrSuEB46zKQ/zr9/5DM/9pkcUZjie5MhRyc4OtPdg2C/jG0lTHGZaNnlTn6KhpjDGxXMVKg6J8SgyRKOYpoFTDJidGOLOjHFxS1Eqg1Q56mplJW/aXVr1ee2CjxCjxpy8hfQS6BR0pnCUZTObYb80SznaQqaaIiF9FIxkM4xW4sZKMKDtCJYmJLF1uXepTzA3Bj/+E6ioQPNSjmxKUbhYEuvhFFz6qY9xIESSqDIizZ/PWkhiMCJACX0bj3dLcCeEpZnUOVO7yAudUxibo31SbXj3eoHXXoPnvxGj9hoU8algGIg5sHkmkZLQicq0WmPM65C3f3WaX5qHxx//Ky+b/qMfPyjO/w0YdyvLs1s+/n/PSNP09mPf9/+DPe/3673+ZWN8fPz/14z4/8/GLYjp0hJT0U0Wyh0elJf4bvRATpEzFgIfF4lTcYitou7ErGcHGLMhvx9+klAM+aj7Tb6lH+Mgm2wHh1gqdJmqphyb7/PWlQDaA7ajGg9MbLFyKOOHBhc4XbrCrNOEn/xJmCnB9evw3nsUG5pC2gOrR+xQTYciG3acr2U/xhF5jRVnjSvZYYpOSmg9igEox8OrSroNg041YlSY9kSu3j39aMD2nkOvl/Oti1WP1Gj8OCLKHFybjOyrcoTmyIdUggMHJZ/9LDz+uE/50ml4+mk+9lAvb0gcPsDXzwe8cwWyLC+wmtFiyEGPmK1yxI0UtzEhPsltdM2QEueGh/nhzVWOOoI34wozfopE4xRczsy1MGOn2N72+Bf/Ijc8uC7MzpYYDEoMopyf22iA47sMk5GlO7tjP5QmQ5HimJRwoNnrCzKpbk+itz+vFCAkA1sg5yrm3Lle4pFJwRf7/z0rlT32exO8Wf8oehCg8oD424Gnt+K+XBKUNfgSrOtjpItnNWkoKDGgT+kuDp+9vZiwIxVnhyqX0hL/9NeanLw04IFHS2gNWZwR3egQDS2uHrCt56juDHlZLbAff3BUmL81LLd412akp3SKDkGg6LQtIsto6eLoNfP30cjGmHNLfMf/EH/QnKbnHqZiA059IeDaesiqMERaYYxLkEU4wy7J7j6F7DKHxg/y0uaD9DOPv9iZptC2dK/7hKlDmDkjyx8jPIYEmdtssRJPZKBzNX7mltgXLomYoT6Ei4Mp2rJPWe1wYvdN3ii/j/fCI3iupaQjSuWE2fGU72Yfx4m26JsqelR4NAgcE3N2tcSBccFUp8HK3Bib3Qr3HrWIc9dpDgxf+9Masr7Ik83XOPM/HeXJ/2KZ+JfeYUdPcDXy8WSuTEusR9mPmSzG/PDSNb6+OUHWzugnCommSpdPFb7NT82/yJGPHaCR1rjcGGM3rBISMNRF9ruGSpZhB5Ywzt0mtWAImWFS7ZNlAl+k7CUVOlkJIwSJCXAcS4mQgSl/j+371vBEyrza4ePieX4z+RkqTo++KbCiVnl88iKnDyoa4iKbp6Z55qUqDX0QjBmFEd05Z+7+l7F5AN539H3ExiVDIYCi6VNjnw/KVwicjCcr34bxcX7VexQnlLeD3MxdiiXILbTaCurOAL/fJ4wr9LsuRnkMBgrXhTQGlfnsdX22nRpH917kW8FDzHYvc815H7PLLuUbKduqRMV0aVIfuRoEZRWynU1wyG7x9s0ppOwR+rXbGzQLFIiwwqFWydjvumQIHEdQrkoeXm4ydv9BzFqdde8kqSrTymKqSy6NlstYJaa/f6chF1lnpHt34a5NIAgGqc+YylEQ2uRXoiMzSmKALyPappo3e0iYcxo8nL3CJ8SznOUUzazOTTFJyY0YpgWkkiSZQglLX+eOqe10gteSU/wPaz/L1JRA2gaPVd6go+ZYnEjZMB7VsMk7NyrMJUWuZ4tsiRnSKEDLjGpFIaSkqGImaCIbKZW4SJsapYLEpPnGybEZjmMIZMzhapP3HYn45JEBjSP/mMK1d5AX72OwNsaVnWmQilZ7AufMo8AJCqcNO19vYcQtnfmoBSRy/nOWCaS0DEwRdXt7Y3NbssjnMSsUygW/AtWC4WAQcXmjjhYuShpSKak6IYPYoWAHDCnjkpFmgqkZxXP9Rzl8b8hTF49y08yyauZI8G6fk7cK3krlDaLhELSWpJmHsHnbtOBkLMxm+K7FHXZGN3xL4pXw0iGeGTIf7hEohxpd3iy9j9Qtgg0ImwPiZp9u5JFlCYkNKBYdhmGOvtJZzk4XGApuxphM2IiXKWYhv8PfpslkzuAnw+LmwabKMjaWo3jizCOVhjTucrASYswmoVPBLzrc+9Epotiy/uouoSmx13Ep+xm+HRBZRYkhaQJPeM8zO0POw3vsMRCCcqnEE9ff4M3oOMLOkOChVQHpCcIwP8t7sU/XuFTcBGFMju8YWf2FtdjMkAlIlKDqRIQvnmXKew6+lf31GTcjHCFdw1eeOkhbH2B9r4ASOQtZYm9nQkgJZTnk0ek1im7MWjjH2HDAVlLAI0foeSpDBx5WCRxlCNIBUmfYRKOURIYRpb0uV/cVf/7OdS72PsxCfJXEPp4z/fEx2uGVxhHeaBe5fjFfj6yv50GWV667DHRANxHo0frKkRbj+fSdKTpyiiW9yXvmMNO2QcuZRUiXNPNJUnFbiZfjszSZUfQSn1dehl/5lVHAs1fkXO80pWCHORFyOrnMJXuYWEa07DiQZ4m89hqcPZsjRYoqIvCHaCP5sPs2By9eQkQRbjrGulpmadawOGb4wucNb543bDRcht28mWWsyLNKR3OQkgahNWXdobea8AF7ie2dFby0QCspsbfncVUc5ltXF9HCpehqyrUS1VrM/TNdprr7fLc7Scnxcd3cIVFsrrN5ecB2Mo6wksgUqM9WUa0eJ8YaBHubfOboBmuVOldW3k+z4yIlXDoXk/QiBqnHxtUhzRuWb16/wIm9NUpXS4yJJTpUyNFzlnodnJKHN0ho7+cWsluqWEda5godSsk+4+Ymrol4nfcBsMM0yioGHXW7kakUBIFlphTjZtt0Qpce5VE2hIvyHYRSWGNxpSbWiqKMKNo+kzImJCA2HhvRFPuvwJuNXDo+NzeaVawGbUFC4GRM1zR7bQXakGrFUnmfhdKQ/+qRFxkLt1nonOe3Nj7Cxl7Aulqm1Nrjbb1MYt08w0ekvKvm+OobPmkK6+tz1KYn2Qwz2mUXmg4yMXdwDVg8TyCVvI2/M5bRbsXFcWB62nLihMPGfomJzh4zYof13QI7nCDNJFbkLjoEuG7eEJuehqUleOQR+PCHc8zJzZvw7LO56GdtDW70xhn4FfqRZvqQQvouJw91mSlfZ2+1y5qeoJXVCG3l9po2sYpL6SGWwz36kccnnwh56+WIP79eRQpBbCQ+KR1dxhMJNdp0qVIgRJHxEfkik+UUHbs0dJVhemjkuoH9OKCqI2I/ZMwmhHaCIQUS69LrlXEci0wEGh9PJihpWSy36IcKvdblpeYkqS6PnHYGOXKN3AbViPyI95w6J8Y3uCe8wFe3PRYZZ2CLRKUxWkzkQeUG4tTJm8wGrIBOVsQVKRkOnsgoyJjJMcOxUwGDsMzM6nXO7c6AdrE4WJ1zsZME+qkD1JEYPJEx1tliuVak3ZNE0sVqSK3LmG6yvedy8Np1GjxEuVzizNE+R9X/QiN8nal0lXLU4XDhMk+3JXZlgst2BmstsXGJtIdnNavXLK7vMuMlyKJliT02kkmsFrfdOthc8PBI4QKDhUW2uhWKTsp8scW725NsiAViRvuMTOKrvGYi0eToTI0rNBV61EWXvi1SliFb3RL1quWGWaIs9/m2+TAKw+vRI9zfX+foAU2tn3JPucFmvwYix1S5Xo5HirXHrZQMX6VIo0f9VIOxkjQyvLMxxi984RSbVyLmCyVk4LEiV/mLrze5sjZNo1MitVUqakgrK2IQZKP8mGbD8gd/oGi1IEklxhoQLrEMcCtF7ltqMXH6AA9mL9C1R9jSS/gqY5gV8ci/fyU1Ppp7xCq+ECQSWrqCwBAozb2FNZ6Kf5zndqrsiyrLacyV94psXc9oNlISrVAi5c2OxA0U4UBgtCS1RcoqZEfOoqWib4qkQuG5YLXA0xkdW6MoIkKnRrnsMZhQ7DfzBt0tvNXExOieX8xddrccxa6bI+wWFmBuDl5/DZJBhok1g8xHDYYM0jFqsk9f506uIQVSXDS3cDIS7F0NGiEo1V2WHpnjyb9/gOXTRfSfdJgsDen2csStRuKJlP20jONKUiyq5CNT9T2huLdEJNbK0Xl253US7aIKKY9+yKf18g7X2mP0dUCSKbY3NL/2aw5ikLK9P8FOFhCjsNaSiCB3Vpr8PrkXOYSywkrf4amn4PTpv57z8D/m8YPi/N+AEQTB7cd3K9P/snH3z939+9/v5/1+vdcfDO5ATJ9+mvL8PE+ON4lXl9htxuwNJV6twPIybHcLFMsOaQq2W0a2U9adFZ7frlMVfV5RD3Nv8QrbZoYwhPU0YHKwxpvDWSaiTbaGC1TtPuvtMmPBgFc+9EW+s7XBk/UXONPZhy9/GY4fhzBkObzGMS6yxzhDioSmhBSwk45TEH1umEU6VJlxWuzaKRYnNTguR4/mHWebpgz2bV78tJYpt83pxRa1+iLvXCjR6+bFsiwTzM4pKsmQtNHJrdmJoEOdri7lanIB9brk+PG8U1suc9tXXm40uLQ5wyvPFUkSCLsJQguwd/h2ZqSWvVVuUWT4JBTpkeDfZruFQjJfaLG3L7iyW+NmPEaUeYz7fT5YPs/fPX2dX20e543LHr1e/jlrNVhchEOLKQcmY1Zjj0pBjNTQEp1x1ytbSvRxyEaFvHG0EPmm93aHO9/gukqAEUS2mCsqrSbBwVDgJf0IDhq3nTFZTQhGDMly+Q7TX2IYdjWOTSgx4APed/AKiv36CufjFfpNgy9THJtyRF7lvD5OKjwS6+CKkQrDGvKEAUGi4WJjgrWva94918eplymJBISmYtpcGcxTdiLaUYVqN2MjnScdWZzzcbeeRqAcwdSsZL8NxcDQ790K6rnDYhRYNs0s/7L7OWJVIt0qUbNFbnyjwFYro+zvM4wDUhTtrMq5bIVzwxWeaz3ITKFDye1yzRxBknFzWCXVitjecfN4UuMGeRHWC1z6A4nvAFrh6RThlPF9TV/NUBor0A3zYtxzvYc43X8GYsXTnffREBNkGfgywdWWZlRj6nCZC+YBSlmEkzkUi9DfC7k5qGJMjXcHiqntNlMbPe6bvYGzU6HkRbS3h7w6OMJs2OErbz3A/PkmZ/6zBzm6FLL8zy/zlffG2ejXiBOPok2RwjA7ntJeeZjT91TpvFbE72d4UZ/HgnP8w+VvcOJ9Afz8JxhcCdB/WiAWuQX9VomlnwjkiAXsB4KpYMjJ8irleI9hKDg7XGEzm82L2VpQ8yMyDQkBZmRVFiJHVggMvkhYcm/y48Gf8Er2MMe5zOX0HsbFHuf7B+h3X6W8fYX+kTmeeuEYDeFzKToIQuS5B6NTRkqRK/xsrmAWAgY2wNpJEhwSPCSWLlWe8L7NzwZPMVUaUj40xfbCcYLOBIdLMWko6BiHNBU563nkFBHY3J4aR5Q9TSv1MNol1fm2NMtEfh1icRSkWrInp1nIrvON7g8T2yGXdJFjJxfYvnyBmh9Tj9r0RQUpIJU+UkS81TtCbxRE6Q7NKHwYApEv26e9FklSpG3qSKEASXncZ+JjJzn6U9P86ddmqd3wWX8HWq0iQuQbiSR2SY0elfUYbaX/3ZZGfu1hLP39BNd3yIRCmBSFZtI28Ikpyx5bZg5XaDqmwry/x0V9gk17gGvcwxgtrmSH8T1BGAt8Pw8IFHJEWnVdmqbOzsIZru2nuIWMZwY/wuGjkos369hOh+1OhWZU4rqdYkAJaQ0mBRUYlDAsH7TM96/S7giOc4UL7hEqUQuiDK0EcSYoBHmQ5D3TXX7i5CpjTz7Oc5cexUQ+af0nsCf6vHexjhWKJM43VO9edDi9FBNeuMaRimatVcbxizk2wnFxg7zA67qCJM7V32kmCGSSFzClQas7vOwggFIRxoOIF3eP4rgpXTtGsSiYmpDQTklS8HSGJcQi8WVMy9SJFla41DyHqpXY3RvnTgs1H44DricplfK5IE1ztvmtWURJiVP0SKXkQx8BoR2i67sUO1uc25sDmztJOpUl7nHahPVjLHkZ6/4YE9OWnfM9ZJqiohRpPMZVH2l9lg4USJ0iExOSaCDxpaY67rN+ZZb9LY8/NivURZueqBDqAEYbQAdNxU2o2ISuN8mYn8BgyKK3zc1dyQdrb+IXBI/92AwP/6fH+PV/GxCMt9jZc5h0B8SZRxBYvEJMIRlwyFyjE/q8szvF8mMnKX/yCThzhv4fP8/V53ZY9JvsxVNIldFBYTKDGDVOXKkJAovFYbbQJcoUQ5ujWKQw+DZCGIc52aPWbfOpQy/RePES3FPJC+x/VcZNvw+/+7tw5QqNKxoTzbHdcairDj1dpObH9HUBR+SokJKKmPebHJeXOXlK8i1zmOSViKTRIbOKgoh4YGXAzVKF+UXo7ET0rrSx3S5F3aWd5Wq6zd0KrjLcdI5zb5aybR8dqfNdwKKtJAotf/bVPZbev8R6Tgfi8mVo7hm6Q4f0e847g1Mr44zP8xHzFBf3ppnsfYdX1Ac4WLzM5tRJ1lqCfnfUJNAxt5BpSEWSCJJY88ILLuHQIKwmyUq4zjKH1RrlcZef4Vl+t/1DtKMA6zn4riXe7RMXC2xvSOq6RdcqDsqbTLXe47Pub4POeJpPM6/2kJP38eTjQ8r/+5eoX/1R5OAE0lZHyKT83XherhB0dEpJDZFxxLK7wYXVApI+naRKbAUJHlhIdZ53EmeW4pimNXmEf/DzDb79zjh7r/js7+cq0UMzQ2oXX2BGCXZNmXPiJHqQsrU5wYQs8IdrJ+nXNMv7Te492cBb6hMdHeOFb8a4ww57UQWtBR3t0l5v8ao3xcM7byHTe3jIvJY7FJSLV3T40MOG89s+Lasw+wY76nwX3JTl8R5n7g1xL15mvLvGC4MHKRDRZAIrJIl1QIrbSnBjLGYYc7hyjYAbXJSHiI3PAA9fZljPUp8gL271MwZRPqcqWUQbF6zNGwdG0usrwjXLxDS0WjAzqUn2QxIlKYqQsSDm/ZNr2GmXCzeKHPbWmSwOOXFS8Lb3CGZvh078AYbxPuuFecIQemYyD7QcFQ/JNGmYYa1/+5xttVy2d/OMKGNAKom0FilhZhrKVee2s6rdHolaLLi+pDpXZfZDdXA8slbIzrBKaXAdMcgY03tEZgohDYFjmCoNULUy9bki738/fOhDOdP6uedGryvhp38annkmf19vvRoRd2KEMBTaXT78cZ/TH63x7f/VZ+iP0+tXsFLiKo3RAmlTMjxik/FevMzktS5v/8vLdCOferzErpnClQZjJBUxxLEpQ4p45IieJ/gmn/S+xct8nL4qshbOMKQA5KGWAIPMYyA9pNW5NcpANvo/nYFDnk0UuBk1d5AfR6F5d3f2No4o/ybyppcrYqyTZySE1gHrId2Ep+2PMt5aZjzosBTeIChAuSR5fuwz7DT8nJveNdjMIITB2By7VpJD6rLPmD/k+FwXv+Yz+eADOP0O+1fPs2kdXEJ2mMIKB20Fwtxy9Y4EQ9YSqIx5fxfHjuNGTdbjKY7Ka5Qcw1K2h9QFpmjQ75dovLDJ1Ooqh+w1+knKKgc4Gp3lifG3+I3m/UgxNQI/5nN7kjnstvK5ft9ZYtHbQQqHST8hGpSxGaANRZXyYOk9vvDAq3z76iYHqvPIcMCp6X1eW/8k2kpSbrmNJFqr0b4zJVAJICm4Ga6O6GQVfJHS1GNMliIGqUupGNLoTTGUAZlR9G2Va4MjHOkoDt/bZ/Gtd/jRwhZhLJiZsbylT/Ld8AT7HYHRlrKMmPd7yOGAUpbv1w0CbSS9juGlVxV//yeHFBc8JicSfv3vrRF3HPZ7efZWqAvYTDO0AdnoLMusprVj8ETCcFgY7dAkCEPJ19y/1OFTn5/kyI0/ItxoUWs5nBqHq70pjFAME4WyCVJAzY1YsOt8rvgsz6UPclbfx66YQZDxQu8kbix561ydySnJtQ2fQqBp7hlS7WCNRQuQSUSSOGAFxkoCaZCewnNGqFbhgIVMg+c79IceFujYCj4WRytcP8ePJSNEkis1Y1XByZMOzz4LW1v5+uvWPWByMi+RjKW79L0+620fJRKy1EULl4KMiPE5JLfo2DKJ8dg2k0QEowL9HYcD5Gs8qST3nK5xdFTo/uxPu7zybEJn0KFjyhQZ4tkET7kkfpUwlvE0B0cAACAASURBVBTIG5LVKvR6+Z7fmPw4SAGek2CMJTH5flfJ3Nn4+OcPsbF+jUGqiPseUhjC/YTzb1l6YYHCsIyWEilSBPn+S8tCvlsyAiMhtYJ2O0cbNRo/KM7/VccPivN/A0alUrn9uH0LuvnvGfv7+7cfl/8frorvx/N+v97rD8Zo3IKYNhqcmZpi+JLkjf/Rcv1agIkUtpGz3sbHcxVUaabKtStFVtdj0jhj30yy6GxzoXiU4+IS27bCUnKDMEspxGuEWZVZdrA6Qw4yBjtDXv2jPZZKQ54uLTN/4xXCmWWmXn2K8tWrkGb8qH2aQEQ8pz7OTfcgqfDwBGwn0+wxTlFFxKrAw9PrLH7wIL/4xXwC+43fgPPnJIOdPmEkECZlrtLnSL3JxnaRrCtJogDQRMZSWzB84djLfOPcDNf3KlQrUM0a+JUea706mVukUJJUKnkQzW2BW7nMdr/MV57KJ4nXv5vR7eT22ltADAMocZtQi7Qa3yZMc5PBSDFuZa6TLFQcCkVBMGwTZZP0siIpLlnq8k56jGcuOzy/WqS5n0/YjpMv1N10CNdu8nDlPSb2Mm46B+kEVdbVHHsdB5kmpNbBJcUnoUYHV+YBXql1Rmr+O4X56UmTKyFTj8EQbHYrCDRjQHm0xHaIrUfSC5go5AVN3887+k+eWOWdv9jntXiOVlRECsu6WeI0l3l+d5qesaSZS0mkvM95iwfUBY74O/xp9GFiRxGlLq40xBEIewd507dF4khz/lLG1HxGkgXI3jhJMs5QO0SiiJ9mbLcLGKGRQtzml/siQ0k7MnIKyhVwPYejR+HddwRVd0g/CSjYHgMKCPJibMlN2GWefhagXJ+4L3EvwdKSw9ZaBS9K6A09DDCgiMSwapYgEkRpAYNloIv5gm6E+QF7e7FSLRuMdChXJHPzufNACAedFvClw/xSGbGZq7DGxiRhOoPZSbheOE6rHRN5VdbDOTwXSnRYmITieMJlu4hfcggHBQ7OJ4xPwMu7igyXeOQmuZlM0mnFdOKAR/QWTsGyns2xmxa5opdZ2A755X87x2cTWDjyAZ748kne+hVNadPnvTcHpAmILKXTkxy9eY3k3kc5cVKxuak4vlLn6OQDLH/+H9E/cIBGWGarDr16Bi2LjSRCWlxlKVUkVkmy1BA4mup4gUrg4ogpgl5C8/okglxd5AhDL/Hz42Q0FhdfZTlrvyLxXHisdoVfmPk6QXeGaHuc93qH2TIzbNtJdsQMy4OIe+cznvruR3jT3sv1PUOsHKxRKEfcZig6jqDkaOIIXJkRaQ8pBF07Qo6MbgOOTbkijmEWD9B44H7emn6Qp16c5ezVkPVOk0lnyIRStIJZ/IpHY0+SpXrE3hUEJUVVN5iQmoHwQQiSLGdxxqlkblzi9QzXOM6vpn+P18z76PVdOvvAeshvbU0w5tyHUkMOFvdoaI30Rgx67bEb53gcgyDVCk9kVNyQRW+X+93L+DLhzfh+uk7AQPuUyg7VquSTP+az5Rxkr5tzbzc377hi8sW4xI6quncX5SW37NN5Y0Fh8IhZ0ptshosUlUQLgaNjtpnGJaZHDZeUgSkw44V8Q/wIB501XkkfItOCUJWZKg0ZeD61MRgM8sV5kkhqFRir+PhFh05tjEakWb9h8QLJ5mUoRk2kFgzSAgku0SgEOMXFEblS2y8ELE6FLIkW/7n6Xea9Br/d/BF2ew6r2SIT2Q5LapPP2d+nuDDD8mwMhx/my2+Osdr2efttGAx8Oh2fYZgXtW81MTzX0L+0yc8tfpvn9ub59IGEC4MlFs7M4Lkp7bjAjS2X1dVcyaQzl3IQ4SqLryIqkz79zBAPM6wVSEdy/wnoX/CZqna4sDeFG0hi4TE+XeVqv451umRG5ZopmZIpn3bo8coLGY8egVbfY1x1GZhgFBgmCZyMqTmHleWEAzMR+2GB519y80ZMkheepATX0awsGxzHoV61tN/ZYbVRJu7liIuiHLA0HxKMTfPpzwQ81z+BaPic/U6EKw3tUFE0XaYYUhQJxyc6dP05gtPHmVn06HQcHn3U4Tvfgc0dlw0bgDAj3r7FOAqb3Y7+Q+g0d7xkGSYZEpiIy60JZlWD1tDj5w6+yuOvvQL+B3kyOsTT7hLewR5vbM2Q2YCb/TLZ0EdoxbYs8nZ/hQ33Hu55vstjJ0/wsTNlGvd9hGj+NS7sHSXOPLqmjJC5Ssx18++tUpAcm+wwTYu31gExjrR5fohPjEPGgrPLI5XrPOq+wSvvzfKS/ihyS/GkN+TMX3Wn+c1vwosvwvo6U5GDHD7KUrEJJuDAxJD1dAZvocDNHShH+8w4TU56Fzm6OOQb7xzhrf2YtB9TkwnCGupOnweG5/lbR9/m6uyHMIerbK+9DUEf2e/xBg8SGQ+NoJNVKJqMs+oUddkiET7K5uGlDhqHjJnwOmFnhqUlb3Ruw2CQI4hG8CQEUJc9pguSucMFPnywwKff+CMawxKfNtd4rvoTnHzQsN5OuPDcNqt7FYZWYa2gbAe5u1EpkqHPIFRksSY1DlKkuAr8qZiJeIv7K5f5/eSDVNyYMA2Z7dygfLWBEDDrLjP0NPdyjalsi/+GL1GOWzTkDD/v/xvCg8eZ+rSk/I3fZ/VmQHntEEVziC4lbjmhfE/guIKFyZiJ8AbT0Q3Go2020ln6lGnbMsqmZBS5Ixhg1NQQ7LUlhxxBsDzHz5yB/X6u6hcC1i9HFIxLIWoS2wlKussNcQDPDtnVReqyy7f3T9ItbBM3Qv7Lf+5y6bn3WP+9Lhf6K8R6pJrUKVYInHhAWJpiZfsSf6g/hkEQaZcx3cHfbnFgvsbGRh4gbGw+R1cLCQ895vDZz89y+lv/J5fOxlx+I+Jcb4zYeAghKRchMfk9Ik3z+2pBRtxjrrDvKrJY5fguAanwOLRoUUQEnktL+2QxCAs9KtTcPu20hLW5Kllh6Q0k5RgOHgQvHlLvNug2UwIiHqtd5uP3d1n0dpk82SBcb1JYmuDXtz7DxsQK685hZif2WNsZMG+vs06NZW4Q45Lg0abGOD3uH+8zPr5CluXNpOEQlNCkkcWRAulJiiXBwYOCB08kyGTAbq/AuQsu1Woe5FksCnxfMTarmFmATgcmZh22NwSdtERLF5lhOxfnyCKBY3locpuxKYfHvnA/Dx/vscckv/01h90bMevNIkuLlmeuDymMF+g0JVkvBG3xbMiiu4N4b8Cz7VO8vX+M1l7yf7P35rGVZfd95+ecu7+d5HvcWSzW1lXV1bV1l7rVarWklix1yyUvrcVyHNmx45HjseDBOAMYM54kQBbAQhKNA8iTWLFHgZdIHkuWZZXdWltSq7dSb7WvLJLFx/3x8e3vvrudM39cdrccZ4IkgAMY0O8PggTIx/vevefe3/n+vguDxCbjKjKuBr9Fvedh6QE+GTIy5vq8yaGpPofji1yWRWZzJltBkTIN8irkMDcwwoAFvZd9eoEJq84l6wHuZg5zcXuKjkxVpnLXkOX1u3EjzuOYiowZ0Q4zr9+h0x2DjlEY2MkAX9tM2BvMd6eI/4rKbrekxBvOIoWi6Co2aql+OlaC2/0ZpFNiuL/KnL1MxWjyI6d6XNhM8Es2W5sWpvSRZoSX9AmEja89pGlgknBwPGBqPOHJX8py6Mcdvv3PbvK13gBLhbQYx931crddTRQLVKLeUBZLNNPuNpOn9jJcrbNQL3Kqd4eu8jjFeVwhOOu/xq3z/4Avfm4v3bsj2Es/y9TgAbbJYOqYSDvU1w7SLmcwXQsj5I3sFmQaAmzb4LoOQ8cmGFUDVrYzFDcMWo0EIWKy0seSij+9fgSFQbWTY8bucfF2liHZpLbbo/5gLovCYNTZJiv6GCg6KstAOxSMHoF0GXEGxKbN3jnJxrKLdlz6vkcsJH0tMBLB1buCXFHywAGDnw6+hYfPp7c/SrGkmcxHOBmPKEyYzfocFVXerr7Ld7aO8BedAm1dQEhBvS74+pf7BBdqzJYWeOgdDkrBQi1Pog16ykEDsTB3n5+pYk8lGmkk9HYiMp5DHKd5T3kjYMjpI6XmS1/Pc/vWjzHUX2W5P4KWBrmCYlj1GbY1YajJWwOO2Hf4R8O/Ta51hetMsCnK1PUIdT1MN8yjEwMhJBsbKXjea6eKQSMJiKSFKwMcIjJ2Qi+yUKbJUDbg0IkMd7eLbM2buz3Tbr+MBUK/oZhOtMQ04dgxuHMrZtau0dnoMpIdkO1GzD83xaVLY7zOLzV27dhKJfjln+tz4Bu/zycvHmHO8lkJR2noEjEeuSLsLaxRcbu8M/kSX2i/lxs7EdWgQk+nGUZR2pKk6lUD4ljwJ3+SKsmeeALe+94Mv/wT63z6dx380KRDjqPGbVpU2EnGUSqH6oBpuSSxgWVo4ni33xcCLSTCcRlyQ4KeT6IkrhVz+jQ8cKhH4cwFzO0JXvJn2QqKBNKlvhASezlkNofUbYasNtm4R8MoI7SZZtbt9p+2DQcOpCSVSuW/vl36YaX1Q3D+b0FNT0+/8f3W1tZ/1d/UarX/7N//Tb/u39Sx/rD+enU3e/z5F2xurRRotAxUogn6CdPjmtHDFkLAiy/C6mLCoCeIlUtO9OgZWU4X5/Esl0ODO+SCbd6hnuGp8HHGjSobcpJs0mJFT7LV9VBAtWsjPINPbvwkxTtdZHOEKSa4kszhCZ+OyDOW92nFIaHnIY0cnpZ0WppmMoyrYhbDPA9MO+TzKYC0tATrWxbay5ARfWJlEWmL5xYmGFfLxIMhUKlskiDAX2ny1dYUd+t5GlGWjA7YP+Fzz/0Ca8ml0dBkCwmGYfCDBLdXX4U/+AN45pnU/zwcCIIkfUil7WraHEU69SXVuykuUis6uoBG4OORMSJy3oDSRIafLJxneSFmEN+z67MoiIWFLzL86eqD+IGRKgM0uw9uxfZmjGEZLG1F7LU3qDaLyILDhFVjdLZI524dEQwwk5A5ltgxRhjOhVT9fZg6ldy9Ds6PDweM6RpTpRbLzSHmqWCIlF2U7DKd36zUKiUIwN21501aHbrfeJHJgSIbZ/CFJNGSZpThL1qPEAB9nQbO9kSOg94aHx17jr55hVb+Lbxwp0gChEEa4pv8JyzcWEuiCOprAW7BQpsZfF8RI9BRjBAaORiQcUwEMbGW2DJhdChixqlxt1nAthT2UI7jJ2y2t+Geg5p4YYfyYIVGlCMQHmtqjOF8RMaChaYDlvXGkEDKtDE4/bDLhVdNuqsp8zX1wZVI1K6qo0lTDFEx27R0HktBP3GwhAIUI04Pv+cSq4jtvkM2a3L8eOqFe+mSQa1mcP36m+daCJjZa7IRHubz2wLlhrzYvZdS1gcUMxNps7IxPMdO1WTQ9MkH20xm6nxk7gbVyntoLntvMCc0OmXvRjGrOx5jpXUycUIzrmA5itVknELV5h//Y9i7F5buuAy5A3qtmGHPRyc9HCNgTq6w45dZXwy5NG/vgnkW7/pfxrhljnHu0wGDeoMXr+XJl0ykDTlHkcQwNWFQGTfQnQ7ZziZKC6bNNrfVfmb3GSys2uS22jTaNqaIibSJKTRJAlqnXqpaGxyYizh9WvCBM+uUGts89Y13YWTgBVVmSxaJpIcfQ1/n+Q/dCuZFRXE6x2rDwx6WdHYE5bKgVk9taMIQclmFEwaM5vo0+xbaMlBaYuwy6VOWSEIoM1wRx/m7a7/JEdViqVsm7gVca4whtKKTZHhb5gL7zHVWhh4kwqTRUDhSk804yEQzyTrjxl0SJVnRU1gZ8AeptDU2PcLxGeJWgwtGmdWdPJ3YI8ZECs1gU6FyGVxH4MVdym5AU1kYpkmvERJh87oZhESjNYy6HR6dW2OktcUp5ypj/R7PdE7Sd4bJTA/x6I94lErw+c+njMB+P90cdLuvh2mn69GyNEKr1C5LpExmtWu9EkYSV/lYhEywTkk3cLVPTg6IhcGinCVUFj7pJr6Ph8eAnbiA4yi+G7+DyDDpahtXJjRVhomKpNtN2UPlcrpZyWYlSeKQJOlx3b5tIExotSHrxnT9LFmlSIQk1M7ueC4dJ1hEWBIcEVJdVOztrvLd6CgPifM8XnmBP9x5mDiGTTVKKaljipBj9Wdg8j4WWzarfo5nnklBmcEg9T5WiU4HgwgKBbCNhHfOLnCy+yInxwfU5BjenjLblCGfx7NiPl36KIcOjXH+PNi2gU48HryvR3E0w4cfWOQv/++7LPQcNsJh9ha62P44h46FXL2WIVeQ1H2PwpDFrTsWlgqox1kMImItyVkKM2vj9wFD829eeTuu7rOthsjIgC4mnhEhLZOgn9Ca30Z2NxgB9o3fw1ozSxIr1CBCRRFOFHP3kqJXt5mbg2arwE4HtoMchorJ2hayUeXs4SucDhUHfv4kn/yUYP+Uz/m7NpYVEMQuZ6yLTFpb/PjQDf7c+ym2wgGvvWYzM5PKuV0XmjsJUkoCYWBZGmmkHvMGEUkisESCZyuCXYaWYyR0+wZZHbMRDTOrl/jipQMcKHyT8fUvcPr0aQ4dn2HJ2M/vXnqAr98ZIoktwliiEotQSCLD4NsrB7jW9nn+n7Q5/92Ax39+An/2MIWFhO1o1zYGA8cWuG66Jk6ctDmwd4bOsw3mKl1qa23aSZaBSnNOBsqhF7sM+oqX5GGUl6PaLTBT9jl3W3HIq/CD0Hy3mw79K5X/DGbf7aZNWKcDQUBOBJwtPss5VWByykNK+MSHTZ6qTtJswsZNh5mgT1ft4bduvoX1dpZeZGEkEZ4YMMciM3Kdx+NzPOIJuiML1N7+JJWdb3LhL1f5nP8+7DhkQArOl40GfaNIJqvpePuYCBqs1COyqo8nBjyQm8exJCeONPjaa2M0GrC2mqCSlGGXukhHFESP+92bdONp8oUxPnPlYc6OKk77zzE3E3Ky8hK1n34rXn+dT81XaTVmUDKLSjSJMBEy7bckmjBQRHFKdNCYJEnC9fUixcwwTf9hRgoxa22DktFkuyE44XyPTmGK5+enEEjWxCRPVF5grbaXPw0/TifJkpeaJ+UrzC1dgVaLyvotuslHiJSBQYTGJmeFZAo2J/b30BtbzIRXqAR3EUmMMBRVPc1x5w6v+Edw4gj/B7J9Xi+lBO122lvOz8ONqzF+M6HtW9y33ya30kFkErxuQFuUsJOAfpIjg08zyYMQvLSTpT5i8tArBs73zvP03bO0E29XQQiBtuklDhuTp/Hqkmvi6BvMZpc+0u9hdFtMlnwyGYt2W2KIdM2ZQ0WubBhUvg/fH/wcJ8a+wxXzBL7IkAgjHdzZgrfdn5J3us0Y2etyv3OFh3OX+LftH6NjDJNoGyEFxXzCZLBA2elyrV4hicewvDS0EyEZyAK2igkwMFEIKbFsQTab2jrY2FiLDaqxgzXo80zvNK3bDUr7hng0+hbvOrNKLRlGZe+humzhR7BBmaHsDncGe3HMLmvWLGd4hSvqKK4e4JjwWOEqRx6f4DN/mEnZ9fWAqNXDjjRKS3Juwun7JHvGIn69/AfM14f44sK97HtoDr8w9oaitV5PveJ9P7WlePmChfLLrPcNhnSdA/o2ATOQCJw4QfY6PHHoOpmvfZ9P/85pVtaXuN2dZGBkyehNqjcCTu1t4McWc5kKPU8Qqoi87HMguMbxxiLP3x5lvTlKlyy2keDkbd5z1iPZ7NJfuMOLK9NYcUgsbUypea46A7kGY3qDsUIbx9bMd8Y4kmliB1kgw9s6l/FFhhPGIhcm3s/l1f30HY/AFxiWwCGkF8vdTBTJQGTJ2l3C2CCPT4cMqRYv5YcPmQ1yRh9DwEZYJmeH1H5Aufv6vsJ1oTJucGifQt9aolOfoBdaRFqy0bDxrCIiowmjHOWpKrJS53DFZOEboGKFSlI7xILVp5mYSBNC4RLaNmtOiSOn98MRB7pdXnshYFlNs6xn3rDXnMy2EJUy7a6kuaMgSXc+w06PjaEj7D9UYcGfRNgRkSrw0NbXeNx5hdPReSjs43/77ZCXdcLm1jBR4wlE9B6G1TZ52WNabHA3PorYsZGeQ96Afj9dZ1Es37AKkRJqOxaGYRFEkM8DSuAO+qhY0tE51tUUbtghkg7VdpFT2Zsc0ddpWRmWw7Hd9b2bG2AovAzcZy6x3c8g4ghUDi0EBTeiRQHD9WhLB3M8hi2NCoyUhKFSgD+OYX7Z5v5KzGLxFE/fmeW14Cir1TKFPTZzIy0OdF7jx81zPJK7RI4uB/UtLsdHueNbdHSOQRc6ZPn69T2M5fpUdzbZU4J9lQ5rK+WUhBEYFGSHtWgMmQzwcZEo/NiknPXxigHjwxqzWedYYQnZ66G6WZ5ezCCk4EL/JEXRBsPg/uwWh467jDQXCHxNbnOeD+6/yHhQY1GNYJIQSG9Xz+6gjRSYV+p1Fbni3pENVpodTCvBSgJmCzu8u/QKL/nHuNmdBim5ZzbkzI/s5f/6gyJhyBtWNT94Xb+uwHAczfS04IMnbpMLnubp79moQUgU2tSL+9i4vIWKK0gpd+3BUqurX/1VeOTgJjzf5WOlc3xx4ygFq8mS2sOatR/TNVgbPcXhUw0ubo4zttxgXuc57dS52cuAZ9BpRahBTBintpxB3+C11ywuX4Zz51Il/qOH9zFhX2I+nKDCNl3tMZfcZm0wQRSnRDNP95nO9egIi42oQICV7jGkwLES3pK/zh57nmbkMTpu8NFfmCO3d4bTU5tMnnyZT37tFFVjgvPJAzTUMHFsECQGectBKYtJp4WnoGcNkRvPsdlwkDI9vjNnUrOHH3Ju/9vrh+D834L6QcD67t27JEkKQP6X6s6dO298PzMz8z/sdf+mjvWHtVuvvpremVdX+fYLI3x7/RdZa+QIkrRTiAN47fkebxtdpdY6xNamQb+vCZWNSYzSgiNcw85kyMqAwHHYiCb54/hDtHSBqt7DmLHNVlQkBloyi+PHzGXr3I73MquWuNEfxwo6/F7yYbL08HHxZIQ3SKhkWwQ6wi1laUY5WjsKlUA/scnIN2XTv/EbsLICfl9hWxJp5VPbjc0se801tnoeo6LGGqNveLFGgeaV7hQD4RElgshwafsJD8+t0b22zKXeNKIP1VcyTJZL1Gpp/sG5c+nmeWkpbVqCSGIKRaj1DwghRRr6JwS2qbGJUYnJkG6xoccYkm1iwyNrJeSdmGqnyHoscGWApVN/QMM26DkjDA1rRCvCNE2SJA26VQl0I5toUGDSyCKTLjNylWrocmiqhzVnoaN5bm/kiGJJYJU5MtLDvP84+xY8llfeDDzMeIoZa4NHh69yUr/Gp/UHycosSr8eryVQmG++LzS2jCnLNgNVAGnhdLYJIk2rLfATh55KPe/6uGgtCHBIBxYWsdTcyp+mab7E59SHWV5SRIMYpQyINYhUQqx/gJnzup+2FArth9hDGYIIDD9ASjBViFAGR8dqqIkpHCNkZg98WP4ZL14rshS7XI8PcMDb4O7ivXhZk6wVMLenwXRzkZ/J/hm39X6eth+nOXOc25tDDG+mrDzPexOgrNfh+nXI5cxUHWEk6OR1LrUkl1VYI8M8VlxmqTnEw6Ul5sUBrLykVYuJ6006fQMRBkQ6g1QR/a4gigyO7u1xf77Kp/9jmf17itxcsAjDFADCc4iw2Mrspdr3KJUFTV3mobNlXBcee8LhD/80g7jRgXoLU3QorFzjvqln8JKHyBaGUB1BEqd2MI4IIUmoBKvUwiKrQYlEpv6XOc/iwoXUOmnhRoAbtqkqyYMTy+hsyFSlgdlp0nJH6UQWq9se3W4KUoYhfPaz8PxXtjGqd7m5PcxWL2YrGsJxTAYDyfgEvPURePIJn6Gv/QlPXxxBNTu0kjFsU7HcOoGKIhSSSavGVlTC0RF95YBI1SmJMCmYITYJH6r9PwT/doN/UfsIXXOIrWQYrRTdyAGlSUybTFayonLkzZC1GwNyVp1uZDM6lKEbe0xOwtYWjI1BMojJJgHBQFAyuwglkY5FbAhCX2FITZRICrLP4mCcctJifXGIvBOw1h4GHdPHo0g7zdoobDA8tcOL0TiDQTpkQqhdpmmCFinA7ciYgU6BCK3TYzHIILOSqBcxaKTyWKXSgZ9GY+UdCvjsLw24ul3k3j1w/XpATWRJtNwF5tP/NWS0edvsCv/Trw9TPv8C29Us5y8YHB3boZq4zNxXwXXTR8I3v5l+HmGYqnUymTe9MU1DMaprqTerHzNEE0NH3Fe4i2clnBjf4OJ1m35kcZNDNBlKw910xB5jlUDbbIpRXO2zQ5ms8JEohs02jSBLrmKzuuMiLRhok0ohBeZLpfRz+cQn0uP53OfSwVUQpIOEyck0MCyTSdn9rkxZtL3AwbZS8HzG2aAZ5TGkIhYufiMgH/R4enA/0vd5xjrNkeQuA8tgjJR5qAybc9H7OBR9ltytW3jDR7k976O1lUqPE0USaSwZo5GUSpriiM2Rg7DQLPOpzt/jrP0NTh/o8eqVDufit6E6PWQpzwOzz3LnyFlKJYfbt+HgQUm5nOehEz7lb3yNzJZHq32YSEVsLoecqf0lfn4Uz9zPdjJNX7psr0mE0ESDdDMd4eAZEXl3QGE6h2MmVOfzZKVB0x8n74Y0oyzFLASRjW1p5KBPMzDo6Tb7x7u879g8LxtvpXNzhdfm82yrAr7vElgmg80Wa2aeGbfLPBOpl7QwmBYrjJgtJhtXWaw/SO+plyhek9yoTlIwbNqxy1S2RsmO+eDoSwyNFTFbEdV6Bj9Kwb1Tp8CfX+W42eA5PYdrgTIdRidNXFdghyG9mo8hFL3YxilkiGMTqTSGJYmUhS0iXgjvpyzr/LMdg7+vvsjpy5fJffgw2Uffhw7HCbfyaF+muToIlDDoRg5S2HSbGXYGA8a+v8bTE8M88ffGuLgaM7uVUN20KBdSICWTSdlcUQStHY20bfawxKbn0Eh8VqNRurFLoiSb8TDP9U8ylW3jKEGUM6kmMZMHs9T83Bvg/Ovt2Oty9r9mSV+rw6Z4MAAAIABJREFUpQ+j1EsFoojT9msc2h9RaztUjo1BfQ/BrMf57AFmZ4tE/WPcvhqyseLSCEElKafVJEYJg5zo83TvQU5ufpvc4YDcdER3YoKnxx4lag+IlYVQUBJtDFPi5UOaRhk3a5ObLPNI7gYbdYMT3jyqUGCjl2Pn4hDXrkFzc4DuhojYSdUqImKvUeWEdQ3DddBWhdtXA/T0Yc414dDpmFzSIvfE28kdy7J4BYJkg0B6RNggNFnZwbI0mBaB1nRxEG/YbKRe+33l8WLvOLNiB20WGB+DXhMYRHx78yg3q3PkyhEtq8ysscM1+wxPdx/kQm+KlihQDHtsuw/zrwpfItf+Nl2zyEC7WCIdClsiwTA0P/n+Adb1G3jZbdztBc5afwlEnJMfYDI/QI6P8r7MN/mta49zt2URqR/IM5IC00zv8wBP/+Eapa0m1c0xCrJL86rPEwfm4eZNnnd+HSeK2VJlLB3TURkcI0IJg9g0aSc23/tmm9r5ffT8XQud3X4NoKmKRONlth/7Zbp3duj4eQJSy8+BCDCaOwjLoFxOe+rBQOC6gkRDZSjmtWd8PCfLHy8/yd2O9QYZZdc5kV/4BXj0/i4XvlFj+PxTHOU6S7dDaGVRykXgkHE1Y2KT6XARNpvYicE4ATuZGUpjLq0WeJ5JfVtSdBKaHUkmK8lkUh/2j34UwOFce4L4/CZfnb+XKDG4cX0a50bIt7Pv5XvLt3jgJ6aJsxPM6NczD0zuNqfZby5SbRWZpM2NnVPsSVaoJhPMZJq8vLmHh+JtyuU9TI1H1G50IBzQjfN4cgBBTKm2wsf2vszanQFPX7bx3Br+pR4//St1Mkf3cu7pTLpu44ARu82ffWmY7nZEv28wKjRCx4ybNTbVGAEuiRKEdo6nLkyyoce4sFlmIxyhRQFbJhQNxalMFXflLu8vX+SrN09yRmZx3B4PFG5w1F6gH5p0Wgmd2CXSabbVtG7ywR/VnHyowmc+XSD8fsTlOx7ZDLRWTCzP4Ms7b6fgRbjbLaYKXQ4Hl6h2yowYEtvSGOOHKOYUFw/8Q5b6oxRkhsaKgVtU6DhhuGyyvaXpdTWxghhJL7SpiG0iCuRIGeEuAWWrQ2x65I2Qmh6h4A7wXM1Adtjs5dOeTqTn+Z574OGH4eH9Ozy/2eK2zBBQJIgdBtogwiJMJGNZl2fbJQ7Paoo9i/JwQtzwkXZMRTaZyrVpCoOluES9bWJEksU1eOUy9H4PfuR4l3bscT3eg0DTJ0PR6uMOuTillGTQ6ZgYpsKSoEojHLh3QOKHzMzZLC6aFJ0YYU9yunudXNDmyq2Qmx2bdSNkp++hkjxJAh2ZR+iEOxwk6trYGRNhSUZGYGpm1x9/1x7Jdd+0DGk237SYM01JYGVRccDNZD9JbLCnUsDdXmUmU8dNejxWeIk7rTm25DADna5Py5XksgbvfMxieFmQv70BUYwpYrRhUsgZWEPjBMpOe73IpOPzRp7TG8pqYkrBFq2eyfmtEZruKKudMkY+S7stOJ6dZ6J5g0fEV8jVu6A1e/Ime4wVlowpRKTQ2iTWmoYq4LcdujrDL92/zpxdw86vc3t7iIOZVUwdMr9R51Z/mp1EkmCQsQe4BIwEbc6MLPB281uMsckfNd7DK9sjRCh24vwu6WMER4Ysbhf4wDvgQz/lkf3KH1NxL5BbXwTHoVIAmTjMyTr1sE1MjkQlJDrNgNBRzMHwOpPzF6kkGhFHBGaGj/EV3pu/zk8duczSTh7GJ/CmhvjUnRP0++m98D/NwRIinXC4ZkxBDDg+2uOR9S+QCy9yUlyjRo6ezvKFwce4wxSGSCgWU7LQsWPp8//974dut0KtNUx/zEOs5gmDLM1olImRkFZhmslCh6fP+cwWIzY6Y0zMmDTtA7xjv8n8rZhRb571uo0Mfe6GE2wOSkRav8H0X1zQ9FcNXH+WNjk65CnpFt0wR8HcYZAIpCEo6B7FpMt78td5iodZHwzj42Ea4CZ99vWu8B71NaaNDfYaAVx8L4sn/iGVqXsY/9KX+Jh9i891z/ISp1GA0oIwgiYexUyPGIv7KjVCZ8D2yD00euln6vvp4PO/J6Lnh/VDcP5vRR05cgTLsoiiiMFgwO3btzl8+PD/7+9HUcTNmzff+Pn48eP/w173b+pYf1ikaOO5c7C4SPeZV/le4xM0229OfTUQK2j3LP7oiy5No087yhIpC0ECaPbKu8xk6gySHMvlE2xu1tnULrU4n7JdiVmMpnlAvJKGE+HhiJjssM1Bu8tytUJXGcwnB+iSZ4tRJAojSSiLPsNBk6I9YDJZ55n6EUyl8BMbS8Q0N2IeHN3gy1/ez+pq6muqEo1E4FoxLZGglMlip0w2aTEjq4zobe4yQ1b4WEqwI4oMEhtDJhAPYODT/vd/zA3/p/DDNm1R4D7/BvK5iMr7R6hxEqXSpt+2d+WvhsC0JE4yYBDbRGo3zkjshizmFV4YMGK1sQPFnmSLts6DoZEqorUS8Wwwm7KCpUFWBGQthVnIcHKuTXelyZlSwNV4FJHJsNlyiSJBP7YIyPOaPsbbS69i6xqTMxmklDyWeYWv5qcZafaoiwoz5Q5Tb72Hj/8fOV76do2nns3xwksmSlhkzQFH41XcTo33Tz4LKuFTyd9hS+fwBxArgx6aWKQbvpw14Ki3CIZHM9H4ZpHxfJ9crYljKvJxh5oop4G3WqbStF01gAASaZHNKj4b/h1e3Zzi7iBPqBVaCmxTEccJWggcHZAIiSOjdFMrBLYOGM9HTB8UXLpp41o9uh1NRg7wZEicGBzeEzB1pMDZU6ucfmWB49WbfHL9JzjMTW7Wj9LsJ/iJycykjZSasyeq7N/YZH9YZZQ2n1kugDxCadigoFIP0Pn5dE2cP59O7VstGCkM2Kmn50yrlFGUmalw/EGD//WXPLx+ndXBPQxkhu9+F3aWelx9usNYvMkdtYdYaQKRpd1SfO+bMdHzVxkf3KWvXDaMOezRWUKRp9uFtu+wKQ8S9BrYOQVWzENvz/H4Tw9x+nSK2YwPhwz1VzFESCGsMy7XkLdu8ksnzvNbS+NsNmw6WwEF3aIs6hxwllkOp9nfWccTNqaO6MZZOuvp2m/sKLKEdGOXnOhT3cnwrqlVju7p8MLaXnRicGtwgPVtg273TcbI+lpCbz5iSGaI+j5bgwpCBvQiidKSzU24cQPaJzp8YGaZk8tfoSYsPDPkM9Yn0CN9qmS4r7LBet1kNGqxHIySRAaRSq8nA4WvHTLNBf710hkGsU1Vj9Mng5IGCBODmIwd4SuBaTpoaeC3Akqyixd02JMPWQ9HOf7QGBvbFvv3w/bdLlZcZ9AbYGqJEga2pRn22mmYWL5FtZUncR2W2yViYbIWlsmaA/pRGi4aJRY5ejgEnMjOk9GCl9Zy9FoRg0HKSEosRWhkeLV/L8fs2zhopBZ4dkImb3LvvTDjbJFdu01TuSzGBUbdHHWyWEmCYYDnKE69LYs0MjhqiCNkuHktphdFuCIkwkAQoxDk6TAp1/nZvd8jzP0Mnxn8HIOtO9zNFHGtmAfPZJFTFlNT8Lu/m9rZdLuphczwMOgkYWYsYpCYzI4NOObfIKqucyJ+mb2Ni2CZZJyEvSeHyHU3eHVsiC+uPchldYxNxjBQGFoQGxaPeS9R6+dYEPvZp1eoij1MO9vEGBwe63M9GsJ1Jb6fAqDtdhoq2evBvn3w3e/CxgZcuJAOEJIEhooJFhGHD5psrMR4YQtDDBBBiHBT2f3Y0ICihBNcIYwNVqIxfLtI03eJQ5OBGiIcWKwYsyhpMaGXce0u1WSGstXk1eQEp/U8fifmoL7NXX0Kx4ZBnCCFwtQJruVTFgOOHx8mN2Rz/spJZvQ855wPMmk9zTl9hpUtg2p3jBm/AfkCH/+xDfzKLJ4HL72U3mNeeW7AixcOc7OdbjpbKk8M7PguTxpf4J9Hv06kY7q7od9xpBG7XkM2IQ4+5azP4ZFVFu4oCqag3rFRlkVfubgZg0Fs4RgRUS/CUIpYR9RxOdxa5ox1i/dnX+Qv3WmW45OsxyV8beHqmIzZ4HC0RNTxmdKKVTFKiSY9e4Rt4JPbv0DxVUn0iqC+AzPBPLgzHJ/YpjST49cLLzO+ukR300BG72Qms0rVmmJmxsTdvMv7b/1Lnu4epmxe47p1nCOzPvbpe8GyGR/Ps1F1aG8HrNUcVtcEoxVNwXDwNzqMy21eWZ/ENxwaSYnQcEh6Dv9q5vfI+T6Vk1M4X03ft2cJRKSQWhEqE1MmDBILQwg6gc1WN8PhTp+DBx3+6W+EfPHzEa1IsrQqGRtLr8EgSMGTaj3Dg/k+H5q9wtsXr/CV/mP8xdooSWKRaBhoh3ogyI3lOXivRa8RMbPPQk5Zb0i0X2/HVlbS/mJmBv6aJX2lku6kx8fTtMjBAHyf3J2L5HI5Xv1Owrnye1GlVfSZGe5/0GFuzuG3f9th8LxC69SqwSC1GIkNh6o5x2Q+oDZ2jFwUAVA78R7UM22qlksQubRlkSGrC57DyJERbD9VrDhxn4rVoOK1MEXE+fosfjhK96s2/Z4i6oGBgdTpoGzWWudt40u4UcKfbr+FViP1Pa+vBkw+WKC2Y5Ab91LT7UyGyqHT5O7dQ2k5JiANKjUMi1BbSAGhmSWrInraSIdku5keA1w8AtpGCbswQqFsI1tb9Iw8l/2D+Gae6naO8SmTjW4eL9PnajLLVnaUrm/Q8yRXhWbJf45w5sf5g9q9LNsH6AR5TEOnw0bT5IvnBO+oZJho9nm/+wKn44uQdTk09VVqR99B5X9+BPbs4dVfVTx3UVJdEcRxCjbkcukA/NQpuHWhj7p5G787wrhaQ0YBDxkXmUqW4aEZTt/eZqFxHK8R40cWrhyQKElBNDG7AmetR/VWhqvVcXxSX+Y3GZsaJ2Ok19D995Mbe45Su08QpoSJomgxMmHz+BMtEidLPp+SToaGoBxvsH5hk24XbgXDtKIMASVe3yEIwHUFewfXGf+jP+FxpcDZAGDvo7OM7CToyMMINKLfo2yvU2jP81JyCkP7jHk+9w61GX74PmJhc/s2TE9LFhcl+8fSHvvJJ9OBbC6XrpHHf2GST26Uie5KWkGa/+BrB98fZrt1hGfXBhx5dx9LxJy612VjS7N3r2C9fhjhKapyAsEa1X6O7sDkfLSPqQ2ff/F742DB9nyLbLDDalImQx9LRRyylxinwaRY4zOXD7PSyLLYKTJiNHjq/3yW//3xT/NrH/84tYaJ98xX+eQ334bb3sdmv4BE0VZZzoi7vFM9jbbNNGvJLbDYH6PlZLm+WqAWldihhMIgUAJDx1T7w/ya8W/I1FtoNQuWoC6LPN15C9fce2j0TFoqh6VDYgxsHWDqkJOlu+RyRzj1YMoKPvxAer+KZhJePF+mLWy2OzAuEpJago7H2GScO2IS7bgc8naQE/uYyTt4Gcg1oRLA2prEtiX1BiQCtKlRkSZWgr622WAYixCPPiWjR8VtI3MZRoo+fmIzbtVp5qZ56B0uO+sDqnXN2qbEcdL73f33p+f4uetDXNqcRJm71hZCpvZlUhBLwao/RCln89nvGFQq7Cq3QmI/ImMMOOHdZru0n+3mJG0/JUT4Prz0fcX8jYTvPzdMsA6mqyExyMsAy5YcPumxupX2+1qnoegCTTZqsXqxyzv1JV4yHyaOK2wGHiU/w61oL4fibVaCYZJYo+IIrVzixAChCYSNkBDvZhaoSJB10r7qV381Df/d3oZr11KLkdVVePbZtK+JopQQAZAfcei2LXpBake31M0yaicMxU0+VL7NM90HmMo22HE67AwgNh2Kw4Izp2J+8e+GcDXh3O+0mFQrbETDkMngTE/yXF9Rr6ePksEgDba2pMLwJFpLXEcxbjUwYp+pcIEVby8r/REKUwXavsXUsE8pbHPWeIpcrwZxzKvRfZzbeR9tbeFHKRkutXZJx6ihshj0faqdIf7Rv5/FX23gTQ3h//llvC/8Pp8ZnCUvurwUHCc2XCypKLttjmeq/Gz8Hwh7IV/svJdL3Tm6OksUaywjIVCpqlQhUVoQX7nB3uL3yOVqUFukK/LU2nkqpYiz4nnOtSRld4fvdk+x6czS0x7YLhVZZ6J7C+UH1JIK1zlCIerym909ZIz/l0e6lzj26F6e3dzDp5Y+wOU1m8ZOqsyU8s2sKik0Qie4RsS0vcVbp6r8Sun75HQHNjfJhTvkqNE1SkjPZs5t0TPTrLV8Pl0PTz6Z2uqeO5dj0PoIL172KeV96tKlWxhmJS4wrDVLV3Ywo5CFloGyoJ8EnPkxxeHjUDa7dF7tYexs41h9OnGGbVEg2vXbUUoQh4qetmip0dR6E0WkLRwRUVItHBlikjCu1/l58QX2BlXePvZ9/rX/CWrWJL2+YC81Xm0cxNbbuCJgP1vceeYBVLeHvDHG2cr7OL3477CzA270j/Asj6RqNwxMU9DRObAszjcmqEza3L1jvQHMuy780R/Bj/5o2v78sP7b6ofg/N+C8jyPEydO8PLLLwPwrW99678IeD///PP4vg+kHu7Hjh37H/a6f1PH+sMiRfSUgoUFvt0+zQvte2knWfTurVnvflVa0BxkCE2I1e4DCEWRFofMO+yzVvhy8hhriyP0dZmOUAQiDQhj16n8VX2Sg2KBId3gaGGbxz88xX987R6c7ds0u+lvhVi7LG2JNAQ6jmkEHrYfMd8uExEQxB6SBLRiVi4jvn+RsDhDr2uSJKklikYTx9DtABiEqoSPRdHyeTL7F9wxDvHK4F7WGcdXFsq0yBBSdnqU+0tc0fsoBRtUOUaBBs2eyWPGN+Epj96PHySOs+zbl4a25PMpy2F01MC1HW7cEJiJIAhTVpRpwtw+yaFyzNr1hNliyEYny/6RhJVVHzvqsdwu4cdlIkzG7CbDTp97xjscfucE7oUX2T+zzJ31DMf2jLAQT/Pt8BiNIAU6NYIORRbsw/zTdz+DX4ioDKrcalTYrk2xqUchiJCW5GzzDxn/l1WmatMMvzzLYfMeqt0SM84WoyxwNvt1cq1V3m9+g0vuLPPxGHWdZ1qs0rOK2EUPcnlGuosEkcFWUmYzHqZUVjT9DE8cuUtm4Qor1hyNQYWWyhPFgkTrv2JTk/UUuQxcXhhlOyiQqLSJMWxNhoCMO6CoG0yWfCxHUO9nWekUCCPBdKHD1PCAtV6FkbJgZd5BS9BKMtBZ9rpbZEYcPv5xGM8V6X5Pcqs7gdercyXZw1rkkBQ0Vg4KQyYjY1McGk6g4UAQcMi8Qzmp0QwymJXDjE2aXL0SU/QSqhsWUZyChqWiwhoMyEhBkrjEGCQJbNYEpo5YvNThtaUxlOmkm6IIchmTg8yD3acfmfTlftAD+r5DFAd8f3uctxrLrOlhZrN3uLZeYE1n0cjdIJw8XjlDNhswc9BCTFgMD6efaaUC0u8xN9ymuu0zY68iVUylFPEz+1/koX/+ozz79TbBd15g+WqXWtfjUn8fYSg4Hx1OFSvCJtAGSkriGFxbE8YGZbmD1rBP3iXyClwqv4We7bK4mSGIzV1mT/oetYadbYiFR5wMsAgYkQ024jKJgGSXJbS1Bb/3hSLvPpow7iXklq5AocDZ+E84lz3IZLGHbN7hHzjf5cu1hynqHS7pw7SjDJoEIQX5bMJqK0suCmmRo08mDcPSBhYxtoxwdIDtCvJ5g3xOMd7foLpmIEnYbHmoDFRv9rELHrod8IB7DT+KudYsUtfDSDQFy+egu8JReRPZafH3K4v8Zu0XKVuCtaiMQUIn8lJ/euVgygS04F53gVFZI7LKhAurJEkFHWfR0iSIJQEGhuOyoqbwsgYzoomoGJx+i2J8THN2+88g2eLc5VmEO0vTmiHjKCJtYBmKM2+1KM8WqdchUjbrVSgMk4YqGQaujgmVwCOiLOqc8m7Cygrnvlfgwlaey2tjFLyYbMbgfe82efRR+OQnUxC830/PUxTBzFCHX9z7DfYWmhyq7JD7kYepPXWJytxtbl30ORc8iRqESCPL2eZFTt83xOmZLvGLl/jW4rsRGnpkQZgMeZoPl57nhruH2eA80pQ8VPp93KLH1H6Hz64/QVccpH45DUWMYxgdTUHQycm0SW804OrVFGzY2QFUQqOWMJ7rs7ViULHbeEZITjeo2xXiQJI1Azzh84j9MifH1nhhaz/T+ZhX2x7lnM/NrSE6YYZYW/g9heWaGEOHmAyXsITkxdZDEBp8Z+cRHltbZqrY5tG9PS6+FtNZ7bIdFXB0gKUUU4UO69UiZhMiu0g1e4LJox1uves46tUXqHZK+JFBtVNistPAz5SZm0tBiddeS9dGdTHPeFDmrnJRUoHaDdHUismkyjF5nTvJPgSaRIHQCa+HjpvETBo1jo80yXQT3lZq8WJnkqlRzfX2FO6QpN4zKRUV3e0IV4bIJGLc3GZO3UH6PSq3nuNCeJR/t/goO5FHR2fJCB+HmHuMO0z1dviZ3Jf4dP8jzIkNNhhnXO5wW97DrNnmRn+KGarIzgajcodJq44cmeLszxUZ/1obGg1yOzucDT/Dua0akwcOIZP9nF39HU5vfpGTnZiaGEW5eVZnP8zUhzz8mbTv27vXpvv8DT75T/rMlRw2unlm7ishpwzUnQFG0ybs2SBhW5e5aR5jyT7IsQ9+kFvfqnLn65rGxhSRn4a5lcwuplRs9nIgFAJF3kptrWR+isrqBeZe/HNOjpvU/Bzex97J9uRxPv/59FwtLkJxxKRn3wP5q7zrniZjtVs8+4372V4DpCDRBqHhElmSWgMOH04HYT8o0X69HXs9lLJaTa/5v2JJn8vBY4/Bd75D1y1T2ylSMRvkui26fck59Q5WYpNqZ5KZsYDXXnM4cyYFgsYnJKuRQoUxCBjLDihVSsxkQmRpH5XsJagH8IUvUIkc5MQHGN/uMr80gqUjtvUIJRsWlgzGZ1Im4IHuDaQMiSRcDg6zMRii5bup1VQCQpnkZEDOCBixWzyyZ5WPn7rEJ777ETqRQ1+5GDqh1nHoX7hJ5dFVeO3uG5OJ3K8d4oO/MkGdkJtXE+J+QG8zZhBpOrGLYQiUa+OqMFVJ6dRj2SBBSjAsg+yQzew+k7v9PMFmAyHytHs5CmUH2d5mxt1AtJrYyRhhP2KgHJKBYGUNXn3vE9y6XGV5fIi7y+MI02QQ2wg07a7BIBJ8tX2QRysJT8ePcnJkkZzukLt3ltycgKN7WKzlmDkKMw0QEjY3U8DNsRSnDvm40uTQcI3voJihSlUXmRHLuFGHyqAKvS5JvsSIgG7fJi99nP+PvTePkus8zzt/97tLbbf2qu7qrq5esDR2EGgSIMSdECWRVGsxYEWLQ8mSHE0Se+SJLI8yZ+Kx4swfYeyRjydyPOLEHim0ZNkmE5FskRRFgxRXgAsAYkdjaaCrl+qurn25detu88cFAcr25DhnRicnY33n1EEX+vZdv/t93/u8z/s8/Q7DzgJJt0rLijFulJmf3QKKioKNhXKdDBFUbLJxiLarjP/42xxcZ1K52ua8vAFcj02DdQ7cMs/U1gl23RXjyprf2TKXDvPIl0+j1AOc740R8hTKRPHp8j74L3BIqD3CR14A6z1ZpWwWPvZxMisbGHxLpnq1RUppoHUbvGnvpu2GaUpxdrgX2JKT+dKvLGNkx3Bd+OY3/X5fLPrJ2Hf1l9+tKjl7Fg6/qdHseNiWX/niSwuGWbICrJRdvL9aYutwncY7DVLC4mhrI4lgD5LD5DbFuWqnGTbnOLIwiCx8Kb9wRePsGYe40adu68S8Bg4yI2IJocqo0TCz/XHcUIRTVwss2QPM9YdZMZO88NQrfIRvoI+OMld0CK1exTZHidKi6wXQsCgywmvq3ZiRFBNJl1OtOKvhYU4vd33vJAQO6rsWpHhAEAPN6zFjfoCym2DOnqCmDuCJEErPpWsrtNwAfTSCmERFhynxDm/+UYNjyThubhjPg/e9z5eEePjhDMpFh1YRhGez4qTRJAPX07A8GZMAUl9mtjnISMujWIRbb4W77/afSyjkrw987xnfnB182Uk8BQjgSZCXV0gFu/zarW8x/Om7OTS3AbfVRUTD7L8/QD4P2VAf1hZ5+uggPzkSIhSC557zK+RaLY1WKItR6+FKMp7rS8bJ/R4GKq7p0rU8Oj1/bAvHZcadEo2GxIRYIJgKcd+6Oc7O76RcdXBd39vIth3Weh69Rp9oJIiNx0jaoGKEkCMhDr+tUanc8NcRwu9jhiGREEtcnpeJhWcZHEpQaai4oRyPnPwkGeM2XBcMguiaSYcIkpBxHJ+g5dgunuMieS6y66DZHju2qOzZo5HL+WBjvw8n3jKhY4Knw3vkNHXdJyqYpqDV8VnV9TZ0rThr7laqbY26nKauZLD1JOMTMpu2yHxi6iL3Vf8S/W0/izx5Z41yVSbbuQLj45xhC2+/vRWnL2P2FCTHxrY8olIXWfgVEqFkAKvs0uxqfKv5YfqohCOQTTnccYdKIiL4mvw6uVcXoahSMhM82v8kZS/DBW8cRTiYrntdh927Nm4oske8fAnDmGLiroK/AGqdgMk408ZrmLEMlUabZkQnoMlsNNdIL50g473JI+bnKEtBTCmAgkNKbdP0JBTZwvQ0onKXhFfj1tQsulmBUomjyl5mVvfiRuMIN8R06Cm+ov8F5WKPXbF9/FH7cxSVCWzLAqnH2XYB2x1ljnVIuNS8JGP2Eo8v386um+B45EP8LydvpmqEmL9q4fVtFE+gCg8LFVmV0WSXAa1Owl7j30z8Ebdki+hjW+DqVR84sCzodtGjEtOB55mZ2MLwdj+m2rcP7r3Xvy0PP+xXUly+nKMddyjWXbJDgtUlP+5cXbGIWwEwHEbUKhdaaWJC4o3DDrUO1MoRTs6tJya1ibgNHhw/RXVWZ9VLYbrKNaFaD8m1CEq+Ia8EuJKCJ9ls0OZpuHXSUoWIbDBrjnFZGkHIYe4Zn+U7MzKqAAAgAElEQVTHnSzJhErxYppxucYxaxdpqjzTfpD1bZfKiRAFI8pMcxuTg+sZX11iZ+QiC84GltQxvICELMvE01E6zTBqUOFqVdAzXJpNCSHDwoJ03f/v5+D8f3n7OTj/30h78MEHrwPezz//PNPT04yNjf2N7Xq9Ht/97nevf7///vv/s7IyP4v9/qzO9e99u8bCakcG+UHzXi65ExiEULHw8JmIfTQkXNpemOC1oNW2IeS0SUo1NM/kB7W7uNTUcLwuBDUcNBzcaxWvPsDvoOIJwUR0jQVtgv/5sa0sr6n0qltIUkVILhEM//ghhTA9Io6BgknRGSYk9Wh6OiEM+qgMskrMaxK0mpw/4yC7Hngy0jUjwpBkEFQkWk4YBw9D1jGig1ze8BF0p4VzNYXZCOAJ1WdzI/zJFZc3zZ2YaOS8EkJ47FOOU6u6fOO1fbjtPsvtCP0+3HmnL22zcSNk4ibjySZPvZzg1SMyquaDW/m8vzBOpzM8cDDCpVMJxkIRrEaHTPsE9fkmC9ZOel4EB5lVN8N4sMlQXvCZ9rcYV36CvnyRdmSQcnwD5cnbOP3SJuo19fpjFAKUm3dh/KPdTKQatL/3JDMvFXAtB6XTIB3skK6UmBTPUjqr8ujiXuqEudoFwzOZk4IUAm0QBvRa6AmZA9HnmOnswRU2QpWZHnqCyVvilGPr6ZRaPHZ8A1fN9eQCbUQqzr5Uh0RplchIhH9l/THfSI5z2Qxz6oRNvRvE9WS/PFIVDA4JWn0NRw3iGhKKgFDAID6iU0i4GEsGsqQxkm1x4JejPPGTGKkTFdY6YcYTLebVdQTCCsUl8LQARgcsoRLG4mx3nO2xAIYBR/+qyMxz2+hdWuKwuRNVMlEUcHombkjDNAVqYYjyvk+h96tw5gzlZhqlVaPBJFbHonimi16tUWzG0CwF0wkTish4juObzHVkvGvl4a4nYXUtTv+4RPx8kXovxJyygZoTx/MgFZKYSMTImlfZHXuHvzA+xlV5Asu2sfoePVfhkpVnXCmiWg6S6uC5LkbfX6TbNmQyMlt3hzFNX2LnscduyB9MHwww806X4bEVxGqF6YGT6CmNo9s/y8wPdNyehujGuWvLJZ45mmO9c5Ej7m5kz6SOTkyu0ZXCvqmupiAJiZzeJi5MdmrnyQ9abB6q86qyj7mKhuX5wVo+D+VVx78GUxBPSjh1UAIyXl+mL4eIKz3KZhBJ8sDzqK85FJxlZmNhcmdP+rSIZpOpHWUmU9+mbOhkt19h9oyNg0yjFwDHJkmVvhwiFoO+HCahtGn1gwj8QFagoQoTRZUY1VbYMlihH4yR37+JcFhgvVIh6UGnZrNiJWi1JEzLIrJYoZCokTSL6J6KI+3xRWdkBU2qMx5Y5sHODwjHbLBctmTWWF5Ko6smrX4QCQ/TCyDJAkcSBKMCV03wwNZVamdP8KazjnI/giICeJ5LOBQgng4TbHdJR1QqNYdcsEQhMs/ntBOM7xxHP7MEV48wnH2bh5ceYns+ykJoA+k0DI5qPPDRAKkUPP20z7Y2DHAcFUIuMdGl2VPRbAvZtRlUa7iuxJ90/gH6qsM7xxyaTY9qXWU8IHj9ddi61X+ezea7pqswNOCwQznLgfgL6KWLoBXgcBf94H7az3SYubSHBdGjGBimwAoz/QEmM2fQ/+XnCb+wSujLEqImfJodgCzYemeaBy8+SdmMkRUV9IAF69dzVNzCWnYL3UUVXffjlncB+XTaV/MoFPwya027Fui5HrYFAkGtpRJUbHq2RzzQpmJHWbEivja+4iB1O6wEBzix4hLKpzC8IL/0C4LX3olx6gUNG/W6FJBkQ7WpkBjKs1jKMK5c4lh/OwVlmUMlnf2Ftzi07haGlt6hWGvT7sqU3TSSpuK6Omgq6bRfYVMoKIh0kskdbV6UXAraCkU7TUGrICSFbKgNc6uUOwO4bsQHZy2Fy8pGIokSdttA6zWIeS1yWgNCYZJSjwHPoG3EsS0X4ZiEvC5xGgyLEpu0BfIj6/jSltcw3jzNg5LOobWbGAoXOWFtJxoM0nRipGItRLeFLrfYLZ8gLdWYjhwGz+Px5dto2BEWvBxC8jC8IBPiIglrlWnxHOvNMzwU/EtmvA8zFqzRSI2j5cLMG2MYHZe5hSpbdZWPJt4kOxYhu76IPh6By5f9rEq1ypR4hUntDOXIR8jKQfTWET9YdXvMuhPMNKdZfHWcC8c1Nk6Vye/KMr2/y9ThH/DQkGDm5BhjsQRiLcT0xvPYUp0TCyksJYNhqaDIIATd+z7GKW033/93x7i6OoJk9gl4kPJq3KufQDINGtEYp4z1WHKIuNolsyHF/rsc9ENP0p5dojxbIzuZRD9cJ/eVdRw4oPPII9f0eC/CJSlHc8c/Iq+12bdlgcjTDUJCpm2r1zTSBZGIDziGw/gJ5NzfWI5RKNzAOIW4Zn72XiH6fJ6j4weYuRjEpYWwbKb5IcmYh9tWKIoxDFulWAkz7Prvz8GD/nxx+rSCZcJgvMfQaIJcYQBh55jeWUQ/EYVVA44cQS8UmI7+hEeju8gnOiw2dBIhi44VIZbzwaGJwS5BwybUW+WYMUHPljBsBdt9V45OQhYuQc1lQlth6+AaX9h1lPqHH0KcimCvanCNUKG5PSaD8+jFs9fcUG9kJqamdH7vDzSunOmw8G+f4qWTaV68MkbXGwTTgICOHAkh2yaS7eKLX1g4koKcDIEE+3esMjsQZ7U8RPGyxY64Sr1ss08pEixdZX/qCL2yxkWRQ5U8JMnXv545PUHJKbDUdTAlk76noNHH9HyAvt+XkDWNE60Jtk+UKAc3o++M8t7MS7bdRjQsJkZ0FCQ2DvUor7rcHjtFrG8yvXYBvb6d3cMl+vUYw+pFRK/LdPxN9KQKE1kOOmd55+IexgIKzVWHHc2zSJ0ma04axbO41B1iSK9gu2FiUhDhObjIROQ+o5kut9yS5ID6FHp5jkmjzK/tKtFdfZbwzVsZD62gqyY8VkYXgu3T0365xh//OdPKAjPWTjIs8Aq3YSOzwAgm/vUnlS57w+cYD63C5Z/OKpV7UXIFjcyZFlqgRrhbpunqBJwOS9I16Z7wEPvGj2OE30c263fxeNyvrJMkPwE7Nuavs68V+fLGG9BrW3i2hOBGqgB8PwjPkzhXzSJ6XQpyn4atkwgsUDcz7MucIJjfy333xXjr9c3k33RZXAsQiQouXICg7LDS1fEw6REhJVVxZY3CQB2xYxuTO5r86K8a9L31OJ7AIUDTjfByZzfRl4/TG9fZaJ4m6G5kR+gS75ijyHg+bVhVqSsZxPAwCd1FjmSorwSwVAm7Z197Z3xpTIHnS8gpKlV1EFeSKUqjNL0YdS+Ba2v0lTBm36J5Tdapj0ZGamLbHkdmU6yKZYqpAQoTCseO+UDfAw/AD34gEw46dNsSMaWL5/oeOi0v6stPugLP7NO1VLZcG4OmpuCWW/xH2+/fAOff21wEQniENI9EQuGOD+XY89VfYmJ7hF1tKJcDN3w0jh6FR2do9xTOHb4NK7GdU5UM7fa7UkRgSBGqXghHuNiOR8ht05M0ZM/G9jRE36HVlKnVJLZsUwi3M2xfOocgyPSmIpN74pz4zhFC6SHOlTMYjkyj71eVNIwAlmOze49gOCNzeSnM3LyC0fUZ69c1wz3fOyZGk1ZfY3FVJTyk0ihbWJLKnJTHVh3KIstKK4IUCmD2VYaHobTqJxokz0Vq1jBMGWH3Ea5LptcgfXaZ7GICJnb5VVOPLLF6ZJHVNZ1QN43hJQkGfeZwOOyvyXzJPn/6NE2Jvh2g53nU2YEiuQQ0CVlS8CTBRN70gfny3PUJRQ8L9NEUKDdDqUT2ykkKpTc409qL5AVxXT9+Nj2ZmGQSaFVIr8uzWvFYttL0beF7rrRd7KrKNqfPQx9aI5e8C9qXOLqU41H3wxzztnHFG8UkgO1KIGQU4SdPA/RRhcVu/SJBxSbUXWNuLkK2s4be68Hly0xFXCaD/xcvbPtFjqQeRAmpiL+cZVp6GqMDrutSlAbR5B6RGGwIzeGEozRrLitiiEFplfW5NvduLkEgSju3gZmLe1lIFyj2B8mNZ3h0Nc/X+v8rE7FFsp2nOaFt5aLWZiU4Sqtq0yNIlfh12aOY1KYpxQnZLc68UuFPnmpTtassGGmE6+K4MhmlzoDeQQ0q9NLDxKISYqHNFyde5Z7AhRsL2GCQtqlS7g2RVavonsXU1h6TY09T/sUNhDIRjLUOx59u8PhLaY6dCrC46BNWOh2ZWFpGqD45sF4H25NZM8LEZI8zxgShgEezr5GJqczOwtKSSleKUusGGYurGGqV/2H3T3j46AfoEMRyFcJyj5FoA6lvUuvrNLwYQvhVHvGoYLtyAavRpmLFWbViFMUYObXF1Ut51g9eZHY5TTyosFDLobtNznobQQRYrsZJqwq042QiaY5ae5nKH+OgdYRz7j3UOwJP8/t2viBjGDKLixAPdqitqshIOJYgpHpUqwr5/P8H2Nffw/ZzcP6/cnv++ef5gz/4g+vfn3rqqb91uz179rBt2zZOnz6Nbdv8zu/8Dr/1W7/F+Pj49W2azSa/+7u/y/LyMgDRaJSDBw/+Z4//s9jvz+pc/963ayysKzNzXJY34fQFFioqFiHaRGnSJkqXMEHZIhXukw5V2eKeRmo1cCyXjhtm2cngCBtTKCScNm44judJWH2uT/Yh2WRnokhE6vBWPcn8ikvbBOGptAgzIFfwpBbdQBI9FWCre4bRxklesnYTkbp0pQhhqYfpqgTp40gqqWCXZ5ZuIpODkNSlL2l4HsSlJreEzlKKbCAaj7JSltBkl2ZkiPhdeYbTPaTvQN/QwPIXlJIDfTXEQi9HXY6juH0ySo0JuYgUCnDE28tqM8ap1yL0ez1CMYUt2xR++ZdhKniG8XeeoF1ROFO7k9DNG5irZ5ic9AOLT3/aN9bU9RDtdsiPsd0as298j8cDu7jSy2EQxCCEFtZoKinixgUiRsUHxGTZz7KPJxmViuzd2WNtsU/LUxE4DIfqpFbOkc3fBIPjlA0dN5agWBnAkmUaposa6vNCaTOHOns51ttM0c5heCFkHAL0mBc5Zmq3M7l+Dd1tMtV4kUnvJcoiRTYtoeezsG4j+s2TtA+fQlTyFJomxUCBwkaP6qke3+//Akq9gkgluC11jsT6DbRduHTBQ7V8M5lwRKBo0E+O4JTaeJ5EROqSDhioQmV4c4KFoE46YmCl87y0rFFy4J1emlTc5oQ9RL8Dq3MuPVPgOBoID4RHP6ARG/CZ7aHWKo8+fJqFeZdibzMJr8qalGFYLdMJZVCSAdLpIJYF7nCel1q7mUxB1jiPiEYoiCbFiCBXvcRVO8hOdYmz3jrCqk3diZPLC5ySRyzk0OtaGK6MkDw82ybprGIWVyl6kzTdFvVAFADFgmJ/kOHRCvfIhynZy5w1gxxZVOhZLi0iXGEcyw0wpVxiJNmm3JNAvgFU7tgBv/RL8OSTPmvzyJEb8gdf+UqYr/xzjfL3Z8nqBro8QPuBX2Xm8O5rUgkahcR2nllQCImLVLwcMa9BkxgFFjClMFKwRsWJ0xMRAkGBngnzz3c+z86BVRbbMZ7hAU6c1Wg2ffbf9u2QdZbZVHuNH19az5VakpI7SHpYJdazMawg69UmF7vDyJaLZDkEZIestYroNJmsHfGj8XdFww3DL/WUq7QXFpgpTbPaDDFvj9D1gniSYFBUiWkqO+4Oc+Vll3XiKovdBF0pQlRqU8j00GlTGHYQ8SjTX1SZ/FiAchk6u9I89m8u82ppkK4BstQj3KqyQb1IcKnNA5FnqJHkTWkrdSWO3bcI2FUanSZ/Ju4nrnYphiY5aa4jMaBhVRwG1SpVO+bXCHkgywJFcdg60iTfnmWXepIjbCalbuI4u1EjGo6msPkWnYDQsGptVt6us2IIEvMX6Ovz6GFfG5NCAaPbJ55WOdeMYoUDzC85rDRlUP0hvFLx+8CpU37gHEsH6LYVhjIWnTWLmGTQthK8Io2TM0zKh1Qaaz26loqQHFYXJUIhX7IqGPT72MmTvvZpXOvz6S0n0Zcv3gBeMhlwXcof+xUfDDQcjOU6RTXCcLREed9H0HM5xnf02JS9SqvhUnd1El6TTe5Fxrtn0beOoheLoEagVKLtRZi5sAk3IxEK+V1CUfxDvRuA7Nvnn9/+/X7w3GpBt+MiXAfX8ZCx6VkKIUWm6UVpuwFkAZ4LAc8kLBn0TJnVwU0UnQ0Utka57KikN8HYokn1pIRrg+34hbaabGJZMvF8lIX5AjlliaInM8x5ElqXzQNVfmKHGAwsstidYECtYWgJCpMaYkIhk/Gv4d3kWU6UmZ5aZqYaZDhQQQQ1pkeL6N98AeJxn61c+RyFwrAPUEzEuBoNszHZonSlR8FoIfoZxkc0Dg6sUEFFviqoLJukmwuM2ZfIuivk1CoilWT6kxFyVwzYpDExd55dvEPZSuDGEnyz9VnqUopSJ0ohWSJrLfKx0XOEK/OMRxuUOwlCcp+mF0XVJCxLohAos1G6wtcGv03OK0E0xlR8gcnYU5QHtxMqlHgksAfvTJ1TZzu0uxonmlmiofs5kFhg4uAtflYFbiA7juMzjVsnQN7hP9hgkJIR51H3H1J2s7ze2AO9IFdfkLkrbDFTM5kMKUwZLzOZe9U32t2Yx7A1Qo1zbAvspNMVdJQwSbVNLCHxneeH8S73OHpljOVWkLbjA5iW8HXE78u8zQ/X9pIMm9QdjXYwQ1fROfSMydV3hrl0PIpruYiLgmmjw1S5zOSkTibjA4rz8/40/aNDKnfcqlM73GGH3qBak1C1CH0vQDShIYS4DjheK/D8qeXY9LQ/lg8P3+g3+uxPC9GXbvogj569hXrQodQUFNRlZrRP8aX8s9jmBuKWwI6kKEwo18H9iQn4vd/zQU5QGB/32dE+3h9AL8twRrnm6tmG8+eZuj3D8N0bePiPZCaMLqVOlFAhSh3ZfxdFgP2Rsxyy0xSsKrYbJW0Y2P0QtuPL/UUC8IGROT41/BJ3dJ5D1wuUjv4Zgs+Ti7Qot0PERYsRvc506jU/c1Eq+eicL0J+/d5sz64yXijyxmHYHnIImH3WlGHcRJBmSxCJ9KBnMqoscMUaIZnwaLZCjIkLXJkpcf+6OQ4F7mf43mGEgP37LPLPHCNbv4BeukRt8CKzZzYx7wR9PeaYYHkZ6k0F0wJN9oiKFdpumDASdS+BIvBN8nJRGttvI/v1KRDdG26+R4+iz8ww3R1k5tQQw55AhIPs154kH+2TdVeYXb2Zb/zrPu747XjRq9y8ucG94bPoahRyG0EI7pjexe90FR5/HORaC+NHdXpGh5jb5DITrJevstQeZ1OyTMRqEKNOWmvxmX1XyHzsNsb3DqI/vcTR5zRmrnzIr3SKRvzEQGLZR33es5ho3/Ug5dUIk/YZvhJ4mXI/zoPes/yp9BBvObspkyUm2uxNX+FX915CN66h6rZ9PauUzWuIC+eY6DYo9j3i1jIrZPEUjZxXRoQCjA97PON8iNcei/jPZP/fnqB6d8i4fBkcy8UxbQIChOQgOTZ9VPpoeNdsvxVsupZCpR/xjXElmyntODel4e6PjpLbO8b73x/g4Ydhou7vV5ahXlVQJBdDDuJ4Em05iaNGGd26hc8e8MgdPs2+jRFeK7epE8FGwUJhxvoQ35v/JMoiZNUaH0u9zK7xGrlqh6PlUX9ulQXFkTu49R6dffcGWP1BmMWXoNf2k10hr48smwhZENRVBvJRNkkWu7Ieb5xJUjAb2E4MJ+jQCwdxnSDNnoYrfPEiGYe6F6WFzmCjTFFMYigWxaLC8LD/7rsu7NoFb78lEXa7qMjcFChypjuK0vMwPYGQwJQCBCMyAwP+GDQ+7ncRSfLvk88q9wlIiuzh2i5B0SckTEajdba+L0FwXYbs+I2x7Xr1z3v0u8rn+7jtHRSLddxskmZTJhbz9ysEBEMCxwXV6eN5MrrXwZMkQOBKAaJhh4EBhXzW5Etf7GGwlSxldCLw5JMcyFxAWx5j51CcH87voCPlsFwF27sme9Lz+OKXY3z727C8ynXdcFn2rzUS9gg5JoomUepn6FgJ1LJKelgDC+JxhYsrg1xYSNMyNfpdmXBYIqbJ7N3ry9XcsbNF/9RlyvMG1aaK7ULBLXG//Bb6oQDs2kD5ioT71lGKl5NUezYdzyGgNrHVJLGEIBRwGAgbrHWDDAwodDrQ73nYnkSfiJ8K9Ty0vk3GsYnFNG6drKEvmLTnypSbcbJ2GfbsoXzHQbIpB/2xb5NdeZ11vc2MSYMsuTm6BK9Lg7kOWK5Cs+JQk5KYjsDyfLKjjUyAPsFzJ5h8/XkI2rTv/jAzJ1XqFizaBTTXpuXFSMkt6p5AlT0c1yUs9xgXCxSiVWIBmW8+lkMJgyhKTJ+oMOW2odlE35LkI7m3uPfX7qO82CZ75WX0H71J25UQnk3Bm6eobqAgVhma0Nm/cY5DjZvZXCkj8JjetIT+6Y/489yjr+DmCxQXR1gNDXHxbJC8M8K/Cn2V+60/59702xwwnmcmM8Kgt8wJewDTMsGr0yFKXOoQCMCO8FWqls5/WHg/5+whrvTjyIqD5LlMBErsCF/iv1/3NFv352h//JeY7Y2Rr3UQL3Zph+5ED9qwezdHZ5aYabwP120grD7TgVeYKhbRR0eZPXyeR19P0zs7x+H5YfRQg8XeBHIkSKcDW7b4r9DmzX4VUSQCy8sCQkEM0yUc6WPYGsN5BVdSME2/P/c9DUVXqAgNeW+MW/qP8VD3TV68MoYrNOJBk52pBW523+CPlx+kgoehJdicKZNLBfnF3ovglPhe+YO86uzFdRUuGzqurnDhqoyiGdQ6ISJhl1o3hSY7VLwI6bBKsy3ID6U5fHUTfbvBfzLfxwOZN9kSngdgJbmFjdsCZDL+OzgxYnH5lTJGMMJKN0pAsZBdmNrhIcQNYuLP29+9/Ryc/y9sX//616lWqz/1f7Va7frPFy9e5Mtf/vLf+Lvf/u3fJp1O/7869le/+lV+4zd+g2q1yurqKr/+67/O9u3bGRwcpNlscvz4cUzTBECWZb72ta+h/x1skn8W+/1Znevf+5bPw003wayGZkPQ6aO5PQZZZUo6zgm2U5GyqHqIXLLPP/l4iT2v/xmduVUeq9/Hq/at2J5AkywiwmTrQJNUvsWJsxpXG3F6loKu9ElGJbaONBipn+HFlb10DAUbCQkFUwljy21iEZdY0GBb8iqfH36BQ4dDbAtfpdbLEg4bWJ5CSG5j9Tyyah07luS0t55g02NdsknL6aFZHW4RR8nJTdL5Of60/0m0gk6nI9ixw2cc2HYQSbVRhYcne6iahG0GaThRmvIkkmehBAWb9SojtNmdnuftZoA5sY2lSgfHFYBJfUXlwjmNWdbYomS5VAzQlQzKCzV23xMmvzHM9LQPYIIfc87OXmMaL/aZ3BHgf6r+H9zk7OEPO5+nLSdodmPsCC8TXLpM1j4KsRhHV0eYcR7AfUtB5AbYn30S8uOcXkmj2j22cY4Dzgvo33wGHnqI7MG7EO/UKYxKFIsOhaiJJUU40ttHXUmz6A3jCeg5AUIY2KhU3CRuaJWyk0IXLQB0t4muGeDFYWS3v1q+9170e+9l+oUGM0cyZNwAjWKDVl/m4mqMSm+IEbtGLRDl1z70MvsWy/ygv4nLtRR2Io0cDbJWcrlsRan0JWKBLgnRYGe2jBRaY37hJixPoWJGWZn3SzdPnABVkymXbWJujWo37DvHuyqeJFAUCUWVGBz048OD289j/O53cedTFFtbMVwfwL9DOcy6dUFeZx+X9QFWVnyA+7nndCLtBxClnXwx90Om9WeZGfunDOe7iBN17nOPcKk5wGRkkVftW9myIUDHC1MYUZg72SUQkKj2XJAEg+4SW7rH0DyTQlDGjmzDEU28bpcYBoXACkIVZO7ewa3zdfp1h6uNNgu9ABYKFiorDNKNdajqY2zbKHP27DWgNO4nerJZH/T7G/IHL5xi4tjz6LnedbpkOX8b7mvv2ZYMu2/ahNEzKbRXwfPY6ZwiITd5IPoKfx74LIe670NoLoomGNmk8876g9z60RKHnsxRXhSYDQPJ0wgEZAYSJgeaTzGVeYsP1lo8bP8yda9EKbeLeKrAyoJNo69i9QRBDBwBI/IKA3KFL4rvkZNWabc8yvoOssJCLxT8KE6SKKc303M13rG20vBiWCiongWS4PYtVX7lK0nqH5D40z+MU1uOorUNCrEu/3TkSTaMO8y6G5j8rU+irxu4TjrN3jVK6V+3qHoJGq5KnAYxr4JwuoSkDoc6+9gffYPbI8e5aFWpEGakP8cFd5wxscApeSc1b4ROfIi+LchGVqi1FXJSlRUng42HrKkM5ATpcI/saBK9ZnFg4FVmWgqZdIQL1jgb702QH4f9+zWe/TOJTrRDpWjgOi1m3soxafwI/eCHQNPIZhTsV+LENYXe8gJ9M4gJnOnrTOyMIQQkwiYB18V0NBIJmR07ZPp9mSGliXGhwivzo8jCZckeQJhtTEtHdm2/ZNrpIOwYmUyA3bt9gH/z5mtd6AGPOw4vgnINLQmF4PBhALLSq4jFBynYfYoiTCFYQ6wbJ7snDXNz6CGXLwUfJS1voe0E0EWbB3idsr0BEnF024YXXoBgkPKLp3FDd1JcruPlkkTDHgHJYutGmXROY/9+f9x8F/MK0yUtm5wfCfLmyybCsWh0fS8S01VRnSaJiIwne8REi8Fgi7RdIp5SONYZxYjGKZZkQjFgdZVIrUVEDNJwAwgkbEeiY6qY9RY9LU4q4iFMmYJSpSSG+A9LW3nzL9LU5zWEnSOvL1KX8+xbv0ZwT47pAz759N1+p+tAO8tUfoXJu8qUL9TJpl30chFi6+HcOZ+tLGaYGfgcw8MBhID77lO4dCnJ2C4QdorpnXn0rXuYGh/n99C5cgW6ayGPjfEAACAASURBVDbhf/fnjM/+GJpNyuExsreuQz/wSZi9hvaGQugnTvgl3lqLh6JPMBM4yNg2HbHisj6p8Wz5A7hWBTFXY7/0AkHJZEdmmZP9SWK0iNsdvpB6mpy1SHt4knJ2K9mMh15IogsB0/uZ7jo8/vQRAo0BzH4QU5FYbQSYiX2ayckoOm3a63ZSXgmT7Z1Alw2/T42P+/PLpk0cba7n0e49HOtt5byzjrYTw+n63g8njruMffSaiWqhgF4sMhvawKOz+3ARlNbupu54JLU2EbtLWuuw1MiyYEWpL+nYHUHTDQI++qMKh+hokj3aPEfU2ynXuswbBVRX4uWjEfpujxffuokx8wIlO01BXWHmtSCTVyuUOwMoSoS1NT+gbDT83MMrr8L+jEbcXOKuWIsLZoFOII1Ip4jFAj/NiP9rbWqyzeSBNcpkyY5H0GnDN24I0R8N3c6jz8Cx3hYWKzaxYA+0GMO3buKlD3ySuRmFpUoIWVNugPvXlsG6fmMt8m67sUS+RtsPhfwygFgMDh8m9+CDPPS7O5l53GQsFEEE3/suBtBndxF+5C1mzm9kmDKj4RTH5gwaLZlaWyU1oDEf2Ihu/kf04RjMz5MLlfliv8cfBw6Qs3wz6C8O/IhcXvETkqOjcOGCfzMfeeSGK242ix60md5xlZmTEEqHeLU6yEpXxfag2w8yrrdYH6iwXje5ZAwT9foYbQe3uEh+8AJfWb9C+Re/7N9bPQyZO2CmDmNp7i1e4Ej5LBf7bSpGmHQiyUo/RTgMLU2g9GwK2hr3BP6KZ833U6HNCjm0SICeKdOTQsyeaTO1J+S/+O8BIafmXmbS7lG2EmTVHrpbhvN12oPrmbkyxkIsSvFShsL6IY4ltnPv1z4KOj81gNxx7Uk9/mdxvGSay40RTBc04VDRhtg42CLcrTI20ELgMj16gqkJE9YseMKiXWozY7yfhbZfjVowi8x080yGnvSZ8wlfS/5oZZSZmRLu6gZE9x8zrT3BVOwME7TYlfo/ueKO0rVVwnKf8ZvT6BrQs3y9Htv2rzufR/+T/539Zxo8vvw+dos2kmKQsGq4WpCiPE4uZ3CFzYxJMc5dywscOuQD9IcO/XSC6t3hYd06WLpqk9PbWB2LHZFLJKlyzlxH0RmmakUJyyZhxWZHdJ6g1aZoZAjZBkebG9COzXL+WzCt+F3qoYf8RzQ05E9rmYzgwqkgzTXwhEQPGbQIc8sqzz5RI2wPcq/6LEeSMS5Wl1lxMlS8NEUKOK6M68q03RA/bu3jTz7yPMY9D/L910ZZvdSi2ElR2BBApGHXPnj5TUjFHay1DmgOaVFhU6LMUM7F27OXqFnhQP0QueoC00NvM+M+yPCmGKVwFguN06eh0xH0LXAln2AUUmxU2aURHKAQajIXVonH/an7938fZs/ZLFz1CIUEekRlp3eGRKfJOq/EnFVAeAKEIJaQGB+HO+644XmxZw88+6y/LhC+BDzBgAumyWC4QcDpsCu9wLq8iRi6ien9Xf8d++vtPfpdWRdEs04h1qComuzYEaZe99cfJ0/6SXldF/SFINOvEsRkvbjEebEVJRwktTHDhsgy08v/kdx3Z/2+p6r+OHLiBFOmyWQuzhU7z3xVZ62Zpt6/Vi3tCkbXCTIZfzxLpXwSjBD+v6kUpNOCqATzlxP0PJm66bFxVKLeVti3z99udjaCobgYhi/Z0u5JlMv+fRoehnZP5QvrXmfXyBs8/ZLOT9pTxO0Wh05mCGf8RG+2ayAqZXJWh4v2LUSkNl07SjLSx+yAbKxgrPW5Y6jE8D2jfF8bY/asQ6Xq14x412pHHE+gh1z27IF7p3WOfn2Ymdpu3HqLUmsE6jo5JrAaHfbNb+DexrMc5D9REVGOi10UrRwtouBBXwrQc20iwSDRlEa97eKYkp+QUcFpdYmn1ii/Oou+SaO8EsYNTlEKDhDTejTtCOPeArIiEfIs6rZOQHJIUyWimaj9Lk+sfoDmXwUIqA7brTVmjHuYNA+ja4rfATIZ9O9+C33/fpjIQjCI3qszbf/QN92Wqoh1O5j+bIqpT+1jFzpXznSgWmN81x7I+RNcdngS8bBFbkTn4hEVWYVL7SEaZoAz0lc5Yr7Bgb1X+crmc1zZ9EG+/+/LrEZdimWH0eBFymKQ2+/RCMwaVIoq851hzvfHwQPD1igEVklFTP678R+zd2cPgjb61jRLs/DdF7fTkycxSgYHP6Wya6fLzO+/xUIQio5EQVvhcTOOJp0m85NzzPykzNz5BU63R+m7NkVJR9dXaWt58gWZ9ev9SrhEAr7/fX+6rtXAlDS8gEJfskmnZNS4TDTqk3dM00829UxBKi04OqvywYO3ETt5jqnIBeZ6OdJhF13tMTVU5VzvLK+aN+OqHsbQOtSxMBFlM4uPVTls3UybCE0vypBRYsEeIq716LRDFAKrGH1BlD4la4ABtYzdzZAbD1FuhwiFwzwxdwcxt87h5ha2KJfoBnoorTlKYoCx+1PcdRccO9RmqFBEbkXZonZZs5NMjvWZXD9KNpv8OwBbP29/vclf//rXv/5f+yT+W2qPPvooi4uL1Ov1659er3f997Zt/9Tv3v1MT0//reDz5cuXOXLkyPXvn/nMZ/4fjx0Oh7nllls4e/YstVoNz/NYWVnh8uXLLC4u4lyr7YrH4/zmb/4mU39Hm+SfxX5/Vuf6but2uzzxxBMAfPzjHycc/lsWFf9/bKpK+NirHC1maHQULDkInkdUdDBEhGG1QjQhs+HWNDfdm+QLv5ll8NxLhBvLHO7u9I0ZZZ1QwGUgbrI3v8znN77K7dHjvLOUJRJwcSQFNR7hciPNueYQZzqj9NF8ExAcJFziapeEaFIY8RiN1vmEeJy0W6bci5GJ9rFCcTZNRfBSGfpykLI0wJoyRNMMkslKBDpVtsaX2GG/zRcSP2BIKXMmvBdVONQDWW6+RTAx4Us2rF2oUrlUo2MIFM8iHPKIZzRMTwNVQ4pESGYFmzNV/tnuF9lkneKwtI9OxaTUT2P1XdpOAMd06PYEstXjtcs5PKPHYjXEiFIiaqzy659vsvGOQcA3MvkX/wKeeAK+9S04cSnM3KpOOqdyX+sHbAwtUu+qrAsuUbAv8fHYi4wpi7Rjw3yHz7LQjHFG2obU7eLYHv9j8N9y3+Q8052/4B8knmPMnPXFmctltF/4MNEtI5SMOPlxjbjUZM/mNitWmvP9ddhCxbQVNOGQUNpkRJVN8RXiEZv7Pj2AVrrmBum6/iJ3YsL/fOITPuVP0xjaFEPWFE681Wd53ubw6RhXu1lKZpLL1jANM8jV2R53R97mH8rf57bxZYa9BV694JtvLq3IuK6E6vW5K/YOX8g9zWpkHVI2S9cJkIxadKp9ag2Jtaqg1XKRTcM3PrTt68Y/kiLQNF+LLp2Gz3/a4OMrj6Bevcjh80kk16VLmIK8RCrc49P3LHF2+D76SpjGmsmFSzKVNY+VNRlXKFxsD/PLe05z9+QyGz+xi/u6T3JLao6bxTFiwzpOKMpyYBzbFVhKmI03hUmlJQKxABmrxC6O8zn1e2xRLlCS8xQKEjG5Q15ZYat7mnjMZX2+x/Od21gqydQbEG6UQJbpOb5BXzAkkNavY9OuMIODfu4sn4df/VU/WFJVeOklHwxqtfxHktJN7lv4jv/szp/3QZZKBXXfzRw+qiFJPoBUKEBqUOHDsZepNBXy5hwpuckn9Ge5Y8MK67eFqMsZrMwQyZTP6MqPKsQKCS4fLnPmJ2XsVg/FaLJ9XZfP33WJm7qvw/nz6NV5BqrnKTspskodkYzTURNcuChotzw8x2NArrJXP8P/Fvs6d+dmOWrv5Dt8luPdTRxO3I+cjOLcdz/qjs1EKkWeW72J+bUIVSeOi8CTZMJyj8nEKnc1f8j6O/MctbbTtwWW6THorXKyVuBUeZCrynpmThT44fMBjh71y+Gj5honXmuzXNHoWQoaFh0vTFI0ueiuQ1IUKsoAH9hdpi1iFDqzWH0X2XMoSUM0lRS14DCuGiQZ6RPtrXKz/QaD0orP9gpoFMYV9t6mcuBBA7nTRB1MMybNc/M+lakdNp/6Z8Ps+2Cc+7YsIQdVTl4Icul4G7Nt0bU18tIyw8oqnUQe9UtfYDa4k5eX13H1dBej4+J2TQKyjWSadIXOZn2BO0t/Qavh0q7btK0AVxY1VBW0ZAQ7mUaSFRpulGDQw+5aSJaJkDxiSpdCssvU9j6vvWSzVJJxkHnf++ALX4ANW1TacpzFiwZqMop2/qTvFLi4iOaZRI+/TGlNIW9cJG5XmFaeZWz5sB9YvfwyQ91L3LryFDud4wyyyiFxH8cD+zicuJ/o6iWGzCtQKqE6Jodb27CTA9SMIBu9C2wNzfG53LM88FGVDXfkSCavEa+PHiX65HcpdGe5J3GcfXscjl+MEnGaWI4grhikYjZbsmUKd46zfZvEgFvio1MLFM1BpLFRukKnUICkbhI4+w5St8PVik7fe1fz15epalkhkCT6JuxJXWZQq9IMD3KlO8DptRwrrTC1Xpi2HGdXocovfinFgX8y+O4weeOcwf8hGkV7502StTm0+qofNdXrPlWw2yW6LsvQnRvZui/GAw/4UgI33wwbhzvct32FsT0DMDICmoam+UN+flxjYH0MzTHQxodJ3jSK9rlP+wPD0JC/g/XrfRofgGkytC7EzcPLbPzH72ffJ8d4/vwYC+oEZy6oSGaPihVjf+h1DEdj02iPfOcCv5p/gjv6h3hF3Mkfrn6CExsO8ubYQaJ7tjD0mXthbIyh5nkGn/z3XFnVqVpRhOfSczXykzobd0WYW9T4zptbeWNtHc8pD6KnA4zuiPuATTJJG53vrH2YUnCck80xOugYrp+okCRIDqhs2KzyoY8G0CrLtLMTfOfi7SzEtvJ/s/fuwXHd153n596+/b79ANAXaDTQbIAkmg/xATVFi5IpyaTph+SW7UhORo4j24krSjJJJol2Z52tmp1Mktmpda2j2tmKKzPc8WYVJbZTDjWx3WNZtkVSD8qkKIEviSQA4kE0Hg00gG7063b3fe0fPxAkJSqTqZrUVjb6ValYELov7r2/8/v9zvme7/mei0txJpejlOVO/HaDnpDOQrsLQwmQr3VgurxUmx4ULJAgIOnEQm1+K3MK+76D/Gw2yXijjzUjSNkOo3gVmpUmSmmZUjuI6Sg0bB99zhxDjQto+RFOF7dg+kOMjgpQp92Gjg4JW2/xyztPU69JDMabRKMOfZk4O3e5iEQE4PgeZcaREXj2WTzvnKPj6mk8fpdobHP1KoyOUqvBs5MPUJASvFNO4PK4aNZthmIlCkWZn450UlgLUFx00DSHrUMyn/3sLfb3dw2PR9DrXnhB/FypbND7e3/uAPsORxja7uLIEdi69Ra77u2l954+9m1dYygt8fjKUbYVTnJ2MUVQadGqW6RWz6HPr7Fv8rt42jVYXGSPOsUnomfY43qHL4S/z6aOGu6+HjwdQVE9EQyKzog3tE327RMIYShEb2WUfdtq9Ha1OVnZR1vyUatJdEUsQi6d//XR0xSMGJ6eTmqrbTr0OSLSGp8IvoY6EKNj/xCenvUAv7cXtm0DRcGzmCdqr1Kab5KMVIlIVQJbe+npdSG7JLZ2ltjbPsv/pP4H9sjv0PBGscOduCNBwm4ddfEahVdGuff7/0rsk2+8Idgg+TyUy3jKS3SYy3iMumjmC8xVw5z3389lfRA9GKPRVtCSfoIdHrp6PeI+1yewVoNvfQtWyi4mSh2stXyY3gC+sJuulEp/9QpPR/+cu2pnOBI8Tap0XgDm+TyEQsw1OnhjdSvnSgO0DFmsS2eOofY7dATa0G5TG9jFs2/uYtbo4fJKD5IsUVC3su9jnXh++9fw/C9fpdu7Rt/sG3SrDbGHSZKYr9lZ4ZDoOrz9NiPXwrw4MYTUaqFbbj6tnuBA7BoFb4q+riZSrUZYtZmbaqObbhqW0CJ/4AE4ckTIRR45suFyEgqJbSLWYWPML7M/Ns0273We/NAYmwdsZgI76El66AgZ/F7mZX5u3yyFegitPcc1c4CovUpeTiE1GhTMLvZ9SCGVEqa1fbvYaxsNWFpRaLRkLFvGkRUsR0GSwB9WKM012N1bRGo10QMxOpQaM8ogZUOl5XhEI0pcdEVMDnxpO/u/kCba7aFQD9G3SdlY+0NDYg0tXKvhLK8SNlfY6p3ltzZ9n188UmTPx3v5xOq3STnT1Fbb2J0xDgw3uet3P87Pfd7Pww+LqrKJCdHE0zYsvLSQHQsFm4hqUereRt0JsrYmKnumr+gsTTdpNiyMepu4ZrO7Y45Pd5+h1PBSdDRMFAJRN+GIhGWJY+nsWQEAnj4tQEBFEfmiPXtA9bR4pGeEbe23+Zd93+YrHc8zxDhH4m+TWn5LTFpv73tiTk6fBknC06wQ6glQaHXQd2ATvSkPv/IrwgZqNTHv5TKEIkIPvztQZdRKE1IdQokgn/2sxO+s/htS578HFy6Irqr5vBDGXxfH94S81HuHmDb6uVbvxXRcOMiEwhKO4ubBB4WPvbAgnjceFzr7Tz4JX/0qTM56mV/2sNbwIPm8NB0fhw6JxpT33Seat16bkDBNCdsWvcYkSch01FeabNKvsrjqpmtlnFdW7qLqhBi1tiK53RTKPvY9uRNVqhP68THeWemlZIapSSFCHp26K0LELuG362x2JggqOo/G3yTzxbu4NuViadbEsF2w3l/CLTvEkwpf/mWZwW0env1xL7NzMhf1rUzW4szJ/UzO+xmf9jAy3cWMrrFDHuXz6g+4p2eWWrAb3XRjSwoel0VH3MPQcIhUCgxTotGQCAREv6dM7Dr9rQmO+E7hKS3iTvVxWr4PSdex3H52dhXYFl3kD1L/DxPVbnTDjYWMV7FoyQHkWCdjlQSVmot6xUI2WiTtGYYiS3RUZwT63GgII1hZgb17qZ0bZ27VzyZplvtcZxnqa3DkwTap33sMVJW334bv/dDDO/kwp0c8G+bnUT2Euv2MXXNRrws7blsKTTlI3R3Fd/d2SgMZ7nv6PqJ7BzB0g3K+xqZeg75ug1/7HR8ffaKbbQsnuLbcwcvFnTTx0sRLyK3TGWzyhx97jUMHmtxY5LWuFM8+C+fPw4lXXBTKPn72ppuI5mF22ce5ayotV5BFo4MF/xbmyiqvt/YxNhvk7NoQa0aQZaeTEFU63RX23utjcIefr35VSFB2d4tXM3G1jb7WxuOT6exysTXtAknmnnuEDFg8LhJp1apYei6XSHaafpXD8kkuzXdSaHaw0g4RaJbYoVwj3+jCI5k0vRGSQz4iA1EOrL3I31zcRtnwk2cTQeos0U3SnmFVjhEOWih2ky9FvgeGQa+8iKJI7OxYoItlBpU8b42HqJleVq0IAatO2QkzYF6jZXtINseJdHv5xd+Ict+HLLZPvcA96lWMusnWRINYp032N1Oktv7/nzn/D4FHfsCc/0c2kskkX//613n11Vd5+eWXmZmZoVwuo6oqPT093HfffRw5coRIJPL/+XX/oe71n/RQVdSdm3jqx98h3PERXintoqUG8TsyXTQpy3EObK/h29wi+0AdVY3AU0+hxp4nO2GSG1VJyPMY/jAHknMc+mwE9XKRqdEJjgQ7eaWxj7ocYGXNxYKewG10YAgVMfzo2Ej4XBZ1y8+MGcQsNtgeMil2bSejnCe97wpFTwX/7x5gWe7iL/4Cjh9XsHQRw6kqNFuwfxdYUxYPp64yUF3gGf2zzC77WPCG2L63QSQSZts2eP1Vk/zbYBo+Op0V1IBNpm+V8uBexiY9lMuiGWYgKBNTm+iFNeJKk6z0Q1rKQRblDoquCLLtAF5MU2KxrqK4dSbX4kiSRKEKKaeE/sJFuH8zhZrKN78pYpfZWXGgvnzKTeDe3eRKOunkWwSu1ehw16i2bCSvI7y7cJhi6h5sXSXv7Uev2+TNMIn6OHrCxa6lE6DJUKkKptuNevlikczBQdLDAYrFDjR/J7WZFY4/20t8ahUul9gTr9Kut+kLVQlEPcimn8O/tIXiQ1thYgJ1eVmA836/8AK++lWIxzekb/1+OP6X85RPLzIy2Ue14aZl+bBlF44t06iEaNtumgv38HuJa8Salzk3tYt2w6TU8GAhY1hevD4/a06EndsdFO84udj9JIoLGFeuYVY6ubbaia7HkF1CXTQqVahLbmxZQpcCNC03sixsIR6HuWtNan4Ftb5IVi2SqzxIwl1EVgNk9y2j/8b/gPJNk7UL16lWgjQrEk3bjctxsWwEiAdlxqbcPLijharV4PFPiMZ0iQQZw+LkyhaStiKaAEYg1uvmD/+dm+Xzs/D9Fxh463nUxQlQFBLdLzJ2/6+Qds6jXnidYtmNX2lzdPk3mK1UyZe7idvzLLZjbG1fYcW1n5CkYwU72LzdQ1+f0CXW9VvYt4jqiytXBJbjOALfO7J3DbXceg+dXtWLZLPqu6QSvKQbGaK+n0HbYWDtCmqoH5L3MWB4icf6MG3ltrLydF+Nk+Oj+I0w15Z7CHuaXD25Qtl7GpZOi5urVMgER2nUXuRY41fwz42TX+uk3VYwLZBtaCp++kNryEPbKNSWeM74MmVvkEI4hd/n4eS1j3DgZwo+H2QfTvN4eIS3rrdZNWvULB9+qUWHTye0OoNWHqd4DBT/TtbkTgynwZSdwmwZlAMtVvJdzC0EKVeFHEpnJ0yNxxjwT9ARCuKya7itForVZtIeQJIl8o6HRI+HviGLp3ee50SuxqvGNi63+6lIUZSQSjTuw5GhQ5UYXBmn37vAU/afsaxtptGVJPAnf0xZ0Th+fDu2fzMydbK/b5EZqqJqmpjA5/9kvaOaF3n1SyS3esmXSiSlRQpON9+pfgrl7QGMZzysNDuwV1dQnDZ90iJFKcQWZYmCMkjSvo584hWG1ed5Y75Nf3AX0+Uori4/c3MiIRlLeOjQYLABs9Mu5koWDcVN0G6i+iySnnmWTxks6SHylQjJ3VHOeWMcOrTehO/4MPZaJ/L5t8g6i2SuvCL2m2qVTGOWtP0zilYIzamjTpnQuU8ExvG4kCna1AmFGs/pDzPr3kx+eQvJ1QC58kHS1f+M6najGmtsCS9xcjWEpFS5bvg4Yr/ILmMSji/D8FZhY7UaI0ffJPfmTuxyFTka4u70Aoc+lubUj5sEqsvI2Oxwz/DPH5xh4Dd7KQYH0PwhVD1FYK6H3HGhxS3LkL17Gdau8NxYmH7bQ4OtSLgxcGOjgAXtFsQ8DQLtMttC07xeuYcpJ8VKSUaSZCTJBSEX0+HdpB9VeN+CvRtoQzgMPT0COKtWxQIOBhnxf5jc6fux6Ub23SQMq2NCGuOGrMnGL24dmcztVH0QkZnfL/aDclkArjf+ZrmMmsmg/ujPmLr7MezILvIjDXSXSt7pJ+Fbps+Z5WntOYpOH9oeB/XKWV5zPci/nv911jzdVH4SYXfDBZ4+0ocE0RegbIa4am1Fd/xU7DC75VlkycHvh+e+Ns/51+tcKtxD2K1zwX8vf+T6FgdT52FmhmJkGDsYohDYg9+QKC3IeGXR7DYSlYl2urj3XlAPDgs5gNfmsMdN8iMVKs0A5aYffF6URBi7sYrXLbFUCeEOuKk3ZRxZxpZlAlaFHl+dj4XPUCrLvPBSNxddw9RCYDluYqqMVW+SNi4zb1mkpGkK9JCU55Cx0CZOowYGyco5not+iYFNCtNTEAlLOJLM0N0qQymF+4fzFPUS2uNJGPbcXknxbtvI3WTI4/fDyZOC6n72LGgaRbkTOxylUAmhqhKl2RYdLp2xWR+6K8Ry00K32/gVk8lzbfZtMigW4+9vj+8efX1CO+rUKYEs6bqwuWIRdVC983XWu3SqzSbqa6/B8jJDpSiHnEFONQ8QMgvoLhnb0Cn6O1AXrwtmfKVCPCoz35L5q/onsetB5GUf2XsKZLpnhS9zp66463auFoto9W62P+Nh/qctVI+E4/aw56E4oV/8NFm5i6P/+xrm2iqLZpRoe4kxawuZd5cs3OgyurJyk2mrqRTNDrThLYztCZKbvktUspgxsgsV1HycgxMXiHpc/F9VN6elwywuQMnqZtGsc6JzE48uvCTudWZGJMZMUzgpN1CSUAiqVbSEhVxrkNytkjdcojDplAnlGid/7Cf7mHdjqd/aMNjwR/BsCtJumOgemcXVeaJyN/MlP2lniuKiCnYbtZTf0IWZ2/mrnJYOUPNWqFgudjuXkGUHzVfdmP+i3YXdGSN/PYiOW+wFcT/Ff3YQ9ZPbhJ1WKoLCPjkpfMOVFfHf4qJ4xkqFgi/Fc4V9lE2VgqWR9CxyPPgoT/f9NU8PT1I8O41/0MvR8cM4rhT5CiT3+JBl98b6UFl3NhH/4+YW58b/RBX9hfNo/hqqzyaTHeKjCZWxMUinQ8TVI1Aski7qjPyfr8Ero5yrbkU3FPJrfhLVBsWid0NuRVUF/2R4WAC13/iGzMqKyI253eK9L664kTx7+OOxAFq4gaO6+PAvxZDGQyx9z8bSLSxbJuAx8Hkh/UD3HbfmG+sok4Gv/4nMD//Fm/z0Ug9KrckL7cMEFq+TYQqcKiNve8jN/xy24kGu95GdKjO4KwjAL/yCWBp/9ozO9M8WmK+G8DkNTLcP22NSbIXojoul1NYtCgUHx1aQbIugr8VmY5Indpxn1+xZAp0LrJhRRkM7MTWFJn66ukSDcrcb/vzPhb+7siJMt6ND3P8ne0fp+8tvoGkzsLZGsRFHU/Oo15bBGhRr6wb1/sa4Vb9LksiMv0J66yLF1TfRPv5R1IP3A/DYY+K43LxZbEkdg37GRzfj9lisWFF27JSp5heFP7W0JBBXwxCsFV0X2YuuLti5E00N44vu5a7eMKdelwi6ZAxkNE1UaTz99K2yXzdkSMURGg5Dy3Dh8YnLh8PCzDMZsRx0/aYWvCwKDwiFANsmbK0yOh9i2uhnLvQFrjsq9f3SOQAAIABJREFULUfGo5jk2x4SnRWKc23UzACkUvhnQDJdKI5DWepE9cFa2UcmcBHZbLOy7OJv3tmJ7Gnx278boFRoMTnVomG4cUk2aljioUMuDh1a3y/iCfKd3VQskzIe7JZMew4kyUW5HeOasYmc9Qme9vxHPrSjivLzA8g/7mP0okHVDiB5PESj4lV+6lMiEXTmDET8NtIbK9xt5MW6jyqoI6+Q/cJnyA3uIlFtIHvjZCvfJlTWGCoWWTKieEwLtxuUgJdCI4wpCZkcxeOiK6gje0Novjo1u59i2Y0WcAv5w0SCETLkOv4YOzGLvLpMtucsmf4l+PyjoKrvOUJvyH2mEzVUvUgmrZH4qsrXviae5/x50WDXlGRW6m7siJ8TZ4XN2/ZWnANJ9g2VOPSoirrOwK99/n70kSbhiESpLBGS6vgx+WjfGEOf3Q37D20s8uKUeF+XLgk7KZVEeP433zFYnI1QC3dRtsEbAr/c5HJboac+w0htCLfdoEGYkFOhiZf9wTcJh4JkH/cRjwc2jq7jfzlP5MoEST2Cz22S3N2L3NfL4cPCHj0e8Twul8ifWpaIg3Qd7IlpotfOYpQ0SrqXuhzAUDbzl/6H+aWeH3Pc6iIRmkfeuonsY1701x/A/u4VdALEKdDCTT9zSJJE3LVM3d0NEY132ruw5BZeyeDe0GVkU+Fw1xTHRncRljop2QHcmNQllYxznohUJ2W9jkyYbHMUlV+DuIr65EEGczmGd93woR5EPfhPhDT7DzA+AOf/G8c3v/nN/67XO3LkCEeOHPlv+o7b7ebw4cMcPnz4v+u9/ENc9x/qXv/JjloNJibI7GrjcX5EK9jB5cUYhk9FN8Mc6C/wyY7LZIInUN+y4dy6MOQTT5AB0rEBisuS0PkbWI8ijn8frTaFr1mmX5pj3orTtMMYFjQJ4aZFkDqdlITji0LFCWOZ0LLcmPF+tC1hcN+LKsuo2U9R29yNXhTslrNn15ugmNDhqbGlPsZqHeKKxfHa/ZSSg9gzAfJ6L7rkolDy0ttd4sxrQaolm5bpAsPCq7R4MHiJL+5fIvblbv70+ymuXRMO6GC/C/k6aKkQjLbJSOdIu89wovOjvNr6EGe5hwphvJtUhrqDXD/XJhVZpVAJkAysINfrotFfschYXr0R42LbArcKBmF8pYutDzzA9OIFcpWtLNVN8q4ESWeenPcx0kOvo/3ip5B/uI3kS2PkC26S1bwoiddn4K7tIvi7996bwtO3BJ83go6REZXcj1QalQbXL1UZCizS186TzVwnvcWi+NEnmJOTHD8dwP5WG/nKJ8nWFslUTggq4NQUXLvGyHx8Q/p2bblF48wsk7MBrEYb0/YCNhYeHEfGcGTmqypleR9el4HXL7NmSlRbHmRsTMeFS3JwkPF1+CAWI/P5e0gnDIr/9lv4O0b5N5OPMm0ECNo1LJ9KxGWA7aJh+LFlBdNy4fFKNJvCCblyBXal1yUPBgfJ1N8mXfsvFOUetI/chfrFz1FL+JHH3yTpkmkaIZYkH7Js4SAR8+rILkinnZvvcXBwI7JS/X6yZy2O/m0b0/QInzQqArjMwSi8sQJ7t8CUzIi0j1zzCLZzgJMjIbIskil/jynvduxynjz3ojdsCk6YIWuUQMDkMGcZV7Yz1LdMX98uslnve7rS1wo1jn3TYPJamEZDNNk1TbgyH6Hm9gpZmHd1E8wM3h4cjo3BM8eHsSM7kfU62S95yQyvgzCaRnbs3WC+0Ms+PDDByQv7CMtVKnUfqWCZ46cDDO+Ji6ZT8Ti1+QrH7UPUKzajtQRywMJuOwSlNrbLoVteQQ/GmOv/EMeqn+Dc9U7mKqIhW31FBD6nTgkyY+5HLp52XuXf3SvzZ2/cQ77dg8tqs02d47HocdTCLPT2Iut1koMd5OsdRCpVFpUQK4aXUkCjsOTCNMWaMwzw+z109G5jsJEn71WJ165z3ewjJc1QaHeQDFSQw0G0z9wPgQDnTs1Qrku06mEkr0ogHmHzUB13yEdcbSDXbbKLLxF36cTdY3BPP7VYnWee15idMshPmiQ3q+ROu0nfHxOAwy0RxIaUyd7Pk9AnMJY9rFSCLKkR8nMJIorJ4sQ8CgZGuUHDG2RHeJ5A1E0qOoNc08n6fkp84RxZSeK5Spi+8CBz7TDhrpv61g8+KJz03l6F8mIA0GlbHnzeJqYpY6+UyC8F0D0W+UtlEtvDTF82yH27zWzRS/5Mm6TUQW5lD+muc6iVirCxuTlUpYnqKgFecLwCDVAU8e+6QGbRb2MXNPJWGj3aKwASl5vi1vtQJ1+iFuxhYm0rqSEPk1MSKSnPRKWb2tQZ1HVwrobK5Z+s8ezIXhoLaxT0OMnWKi1/B7JWpstY5lJ7gDAVrjZTlNtF1IHYOi6gQg0yLJJ+ShMNhzVQicDpGRLR1/jjlS/QNt0U6KFKiDYyksuFy2ljOS4sSeaMtY+qo9KyPRvauz6fBG43Q9vfqyO+MUZGqB17keJcG23iEqq1roHi8YDXS23rMLnRg8xGd5E/57k9sLxjxJl+L8J7c8MXn5mbE/IgAwMCdViXraDVEvMzOQmOg9b6AbI0RHKzm/xsm2S0imzIQpe2vogakqAuU+sd4tjkJ1mTO7le78LtdXHposP2XTex01psgOPKx4j6WuStPsJunbK3m8OfCaEv12m+M8Gl+TS1pkRJipKizDHfPoYjJ1ENHc28iqx8nGSPg+kP4Q5ZmE2LDk0m0a+wZQsc2l+DqSLMzaG99BLym5tIViOYRh+WuwdHahGOd9Of8HN9wmTPLoVLV9yY60CK12ujGBIus4XZaHNmvJNiZ4CWY6ME/MS84HGZpD2jxMwy9/lOcq21iV57CZ/bIhs4gao0IZ8nc2+CxOaT8FaEHZv85CsRNu9Q6RvW0J76FaHF7V+3NwTmPjIipu+2vf1W5LVWE1TVG3Pk94vmfQc/iTwXwh/pojbpEHK3WK762OJdZrkRoWEqWEDbsgn7auhXFtD8Khtpk1ubyt4JadeEbADbtt2hI+37+I43bHN0VLDECwU0u4LPrLFNGiVPgqSVFyCwMQ9aWDzX7t3USgY562Fm5W7yzX6SoSa5uV7SSf2O59i77Vx77Tx9l2Y42HYz2exlc6hBn2cALZNEq9WIlcYpByVWViVsr4/c1F2kf3/bzYrjW+9/akqA5tUqqj6L6vPBD94gUyuQ7h2iuO9RtEO7UM/vhX99DKJRBspjqKqNVaphWSGstkTFCXCmNMQh8yeoZ84IcHBiQtCMJUkA2/PzYm0mk6gRD9n9dXIRLzE/nP5JhWhtjrN5N10BndZCjPS/70VV39sweHBQYWJCoTtYY61kYRs2R1tfItaaQ2k3kG2DLP+FjO8ytbLJ8Xd6iHZ7yC9qhOUVyi2Nw9pl1FiPmPNoFO2Xfx35d2dIxnTyRUfsBV432nDf7XZaKNz8V5YhHKYmhym2VOasOMfKn+KctYc5s5uwqwZKgERfneJv/SGDcR1V/RGcO0c2/IogUMQNZEkhe7hbSKHc2MPelZDc0C4f3AP3b77NnuPcuqbEB1WtRia1wsnuHpJOiTwqyUgFObTpjmatqjdB729/WwBrN3yHchmmy51Ew/vwWwa79ri4Krn53K9Dfr7EyDkdxwEt2OCpX3WIb1Fvu+4dk1uqynHrI4ysGZSbXqLNGiutEF/vOAFvnCdXfpJZK0reSpKstMidiYlE6Pq1DgZGGO79a16LmXy/kWHc3oJhB5hc60T2GxSLgvWv1y18ionTNlBkiw6pTH9HgwHPAiSTZMjz9T0/Ytp9jdl9n+aV8T7OvePZaNB6o8BLUUCRbXb01XjiSItdr3wPepuMnO0i13oCu20i636y5imRYLg1sXbryGTE7772NTFPp3+KGgzClR8Cfwgf//hGUmNkRByTp06BYbmo1VyoqrivrWGJohFFtW1xGDuOsBnbFlmF/fvhi1+E2AB3n1VZehFKZYv8jEVHp4NhuDZis8HB98p+3dgSb+vDExGyIqoqvrdjh9g+LEuYan+/uFanu87sSIPSikPL8nK90kFV9uP4FYJSiaTmIEdCaGlRMZbTfpm1vjkcKUq10YXj9dFGYXf3NH6Xm6Beoezt4cxcguSgChfgn/+PKv/hGybFJQfJ5WbffpkvfvHm65ZlSA4qmChYigCLAYyWjdmyWXF3Y1syxUAKdXWVTGqFr39jB5cvw7PPCuL6zIx4rVeviiTGY4/BiRMeziyleOvVSc61foNs+wUyKReZuR+Q/q0hinqH4AWcvR//KxXkxSSDXpN8TSbeZXB9zcPADpVGQcZxIBqV2bq5iywvM7b2ILk349j+IHKxTTY2Qbqok3uzh9muKPn5FMnUMjllM+nfCaMePHjb1nQbP0laoPi176JGVkGWiWezPPlkhmPHRMh8o3fW4KBY42fOiDyPOHq8nFuIc+jWvNLBYR7/wwYX/pVN6nqZSsPFbt81wh4d7cJb8Mhvb7x8TRP3EQ4LYN7thnKhSWF5EbdsslLqxN/po97244nINHUPefrp9NQpWkG8dhuXDA8Fz3IkeIp+3yID31uDUoba/kPknncze3aB/FIHSfJoMYvPKacZeOqLqHGRrDh5UpwXN3LD4l1DMm4gT+RpVG0mW/2UrRB1M4BhK4wuN4ju9fP0zssUDzyKdkgkMWuJh5D/Y4PklQXyVi9bWeA6A6SUeWYjd6N3dFL3eLlcHmZQu45mF/jctqsM1C+DozAfchhZHSDlc6jYIXYrEwywyFPu/xtdCaP5W6ipT90xEa++n8/ywfh7jw/A+Q/GB+Mf07jF2R7wQ9dakcF4kLweJNkl4wt6yGh51LIOl25hdK1351OzWdRMBhBsDmo1AFSlSTZ4gpahMu1Oo8tdNBwXdtvEchQMfNhuHzVbQVWauBwbxSMR9rXZk01SzPwLao1l9ECMuXKQ48+sE00NwaTo6YGVJZP+1XGmCz5SrXHOmTGSnhqtUhhJNkiSJ9/qI7kwh95QiLhNPOzBJdsoHoew0uKBoQK74iXY2cVjyq3xgJvskR7Uy2GY9kKrhRpx8ajndQ75xzmRcDijHkFJujCMGHvvcbP8/QlSjUXklk52xxSqLhqapdM348vZWeHsuVyitFUOq/ChT2PPFsmvdqFXTfJelUTlEsWqj8FXfkh2b5BcpZfE+YvIhQZZ6yXUqCI8iz17BG1j69ZbOsjdPMQ24s/zy+RHiqTaUwSqizyV/BZxXYHgvdDv5bnnAwL/GTVJGnFyawdJy2+htqpg29S+/QNyHfuZXfKKZoXtRa5PKyRbY8zbe4lTp4ZKS7ZoyX5kl5um7UcGLrKHIWWR606QwWiJ0nIIlyNUEjeFSiRDawJQB9SzJ1DfyTE16RAvj9JhRHB5dTwuBSPUQQdtqnaIaktBdrswLWlDTiAcBt3yoD3+IBwXDUZVw0A9cAAOiYhGnZoiOzRKLh8gEbbodNeYcW0m2OnFrrZ4dMcCaioG2U/cLtY7Ngb/6T+RXm0Tu/oIZXUvK3Yntr2OlT2toq6zgWqxAXKn72c2tov8OypJdTu5S1OkI6fR1qaRPQrJxhR5/wBJu0iftCYclEgv/ogHPfNhtCe6UHcN3L5WR0YoPvcaky9/hOsTW9Ftn9BNdkO15aX4wKOo556nFhNNgbXDD24AETeCw9vZJR6SSQ+545AeBnVQfPaOTK+Cnz7mOdDXw6nrfQS8Onp7PbBZ86B++MOwukqxpwv7vEq+lcR2ZOpNFz2eEroj0aWUiARNHh68zHHXY5Q93cytCv3Hclk4jZWKMOd8HhL+BkX8HDReZHjoJNNmH5gmA5sc1MaSADd8JtlHvOSOQyIRwZiMED2fx5bd6Kt+fC4fNdOz0VROUeChz3Vz9WKExFwBecLLkfKPmKh0kzIWkSWH7KYV1NOGYBR/7JPkX2nhackEabHTNcqvdr3JQGeF4t4jaOo7qPOdMJkSG1NfH0U07LkF8q/V0Vsy+estElKQ4nQX6uqIiJBuiSAy9yZIf26F4gPd1H90lb95Zydn5hLoqoY5tQwtgy6nwJo3TNI1T9+gj6fuPY+eHkYbfRP1e2+A203GGCGRdPiae5DBnUkKt+TrDh1igwkPKmd/5qNSMglbBgNrE+irbZKmTt5IkexxI1834dnj2O/sJD/dI57DCJLw+Ci2I6gDYcG0VRQRma6tCUNxu8XGViiIP75e/qHNrCI/20Wy0SmSjEmQ5SG0rhTs+3mKBT82H6WQTyBJsxTkBClliWLXdlRZZmSuh6Nfg/MjPRTGglimTbe8AgRJsMhOLvA6dxGmQoUwKa5znI8yjNhXbgV7RMI3C4MZQIUDB4i/8gpfmf8Wli7zjr2dGXmQhhJGDvjwGG0ilHE5NmGrjEexcFsWXq+8AZrt339TE/89GOitbP/lErIeIxt9jcymZbHQNI3iA1/EfmWQ/DnP7YThsZIAHt7TYKJ4c0Hf+sduLPCpKVFv73IJgDcaFd+NRm9mEDwekSBKJMjuzJObMkmER5HLq2S7foaqtAQqoesQj1O82sKvqVQqKm43GLZMOCoacGt+AZgX693Ymf3oq1XifhPZ7eXAEdF/RatPoxsKYadCydZwy20qhh+/o4t5XnkTtctL1nOBXGgnic0+CqsewEU8vn68bbmCevS7Yg2dPo3qdpM1R8gZD5CQZij4tkA8Tny3H7mrgyMPu3n1VSgsmhg6SD5QJAcvTcLOGkPWFeaaA+QXPXh6bSzHRPEq9IabXLvcyVqrzgXrMQaUafC3eaTrBJkdftAR9m0YxMde5cleH7lLKbZ2RZFrIbKHP4QaV0Vi/DnhU1y6BDNTJkG3geyW+cKjFQ5/KiD0z/1+sYbicTFfPp+YL69XzGl/P6q7xeHf2cVLz3TgDVisrXpR3XXy7R4s2Y1PamOg0OteIeJUeHzHO6h6j7Dx9wE7bxvv25H2fYLiW9EQ2xZ24vOhOhZZ7yvkyJJoLSO7JLLWcdTuDmqhXqazvyU0JOIu7Go/+cUBUbFhmSR2BCk+EEc99/zffQ+1GuoL3yVbnyan303KuYJcDZA1zqHyJabGSiiyzVoziOFWyNt9JPojFH3JjQqP26nohrj/pSWxZpaXBQr36quoBx1xP4cGbqsuUAM2B+pv87q+j3LLwFQkvGYbxeem2AqjRuriQLv3XnGoffWr4u9+7WsCDVrfIzP9q6SfcjNyvgGvXuDkTC/zFZUpd5jFeoMTP9R59Bf875metTUBDM5M+jBsl6gaM9uUJT9rjo8kM+SkLGl7mmJJwZYb6KtzxLt6kNUeDsTr9MXvgtgm8fwHDqBu7ib7lRa5/2OcRHMV2XbIavPijItnbmYIbu1NIMuMhB4i5zxO07Y53dqL6reZq8RxqR4qdoA9d6vI9/WgPeIFbqJGGfKk+14QW1hnGvUFA+b3ikZDN1Gy92dg38EumJ6m1hCAozagoj78ANnpM+QCe0m4VpC3DZF9zHt7g9J3Ja0OHhQs+hM/1Hn1p03OXg1RXFUwTVhedeFyuQjOQiIlTOLZ73dw+dUiq2/PM/yJXuJ7+u68Zt41pqdhdFVjUbKpW4I4NFruYfr0AsHgJmy9Td69Gd32kncnBON/2kTdFdzY69XGEgcbI7zhTmG2XeT9O4l3lLnuS5Ja76+8d5dF/q0y/oCOy2iyLV7msd3jomHmusC/WiiwiysMXK/zxsj9JKO7GG3EiEZvgs/Nho1Lr7N2YZqB7/4VmGVqVYec/GlmpRh5O0ZSnyenZ0i7j6EWCu+f3NPX+41cuSLQy7k5seb+4A8gEKA2fJBiUUz7yZPr/QbmBevZssTPcmcE7a5uapU+ijUNzVxAlRtivYXD8MADjLR3kTu6XghcKbCptsTWmCWaofujyHLsfW/xxpprt0XM6XLBE08I+wDxaH198NBD4jGSSbgr3eLhe1Y4/maI8OwKF5sRWg0LxxfAY7vw+mR2xi26gpD9Sg9qXGVqap3lHusGx8RX9mA5Mp0xMNy9KPYarVCA/GoMPdxDvuAmkRI8uU99SuH8ecGI3rnz9rDl1v2iUBDLfHISKssGilOhqzKLAWilMYjE4Ngx1OFhNE2QF86cea/boWmC6LHUjpKXDpB0xsjJnyZdzQlfZXmZt6dUzpwBRdmF7B1iy2fWYDlCwpaQ9TpbQn6Ov+YjHBbz8ulPw6/uX4TvLfPMO/uZ9QbJ17pIqiVyl0we817HLrxBvrEb3d9JvmKQSNYpnnwHNSnKON6dvEzGDeTxUbTUOFy9trGPZJ5Ok/6fVU6cYP0exffuvhveeuv9Xa0b4+DHA/xReZ5jz+TxL13HZzfIekZQ3bHbPqyqIolz4YIgyFTKNpuZZaWiUKr7sSWL1SUDWfVi2i4KTg87wtM0JJUOj0255SfsM1mji9fkh1B+VEG2fGRP/ICOA2PYK1nya2H0uk6eThLecYJKG5aXmVonn2SzkHu+RcLfoFATGE1crSObbbI7JvCsCYk/bog5WpaYkIlJ1N/4MurHb2ar1LhK9vd3kfvDt0hMjSDbJkekk0wEhwl3FbjYsY2W6cKQe8iXbRLdbYKbYowtHiA3uQO73WRrzxpNvUJqi4Kv2SDbvEjcH4RKSfiaPt97E/GwXkHF+/siH4z/6vgAnP9gfDD+MY1bTjQ1nxfNtpZ7SWwLI3s6yT4UQb3cAWfGRDRw5YoI8Dfore9ymotFEWB2dJBxFUgHvsferhDfmOmlZvkpzEF7TUfBwcCH32PiwWaws05PSCe4Jc7FMT8vnYLx8aAg/U2YRH0tdNtLclDBTZutXXW2dxqsvbqCp15kphFDd2zyrSiJ8AL7fFc4x90kjAXkNZvDwascNw+xy3ON4NAgXfoiWzrWBAtvPfh7Lyi5A97+vHCCL1+m1lQoOjG0bV08+jmNQ8MhTpwVB3x5roFjW+xzneNQ+DXUhSb0ZuDoUeLZLF/5SoZvflOUO66uCkcgnV5vdpXeiXyxRbKnRX5BIbl6AVkJoy1fgakomdJR0v/y9ymu7EN79gRqoxMK7dvAr1u1T2o1KE7X0SgKoLDpJn+pjN6UKFSDpAJ19KoJ8X6QZfGZG/iP7SVfDpHwBig2O1F9LdFk0IlhVxvk8170mkVhvsmQMkXAWOGw62XGGWLAd5FL3n3UJJOGr4u26UJxBZHUNoVmi6HOAkplmXZEotTwEZQa7LHHkedX0OrTcOyY8B6rVbT2GrLZYlCaJm86RLxeFi0Pzb5N2E0Zj8+F1ZIJr1ffJ5O3MFoODsPWOOs1zrdTFLX1powHixQnq2ib36IWS5FL/SZj10KsORGekQ6TxUv6Rszmr6EePQpvvkmxqKIYQ6y5NIyBCPm866YDt25AxZESzXYPo2c94r3KYRL9myiuRhm082Tt/0xOfphEp4HcESG7/BpxatB4BzxRaHXBQOz2oBEgl8NfXGNuHmTHwrEsXIqEZUl4vaAd2sVIx2Zyx1qCdXLcQzZwOwZzR3bJHRzQ2+LedWBHYxlftci2eIj8so9kqIXsdqMlfeJiH/kI2tvTyCt9JCst8u4Euz0lytcrZNRzWIbN49GX6Fuq8PriEIXVJmGll4oZ3GB3bN58cz7lUADN0Tf2pl1JGWRRZYEyuAHcZDIB0sPrNv/tv2KsZpG7lCLWuUyrqFCLdmO0IdIps22zxSM753nkwRjF5Rjat7+FWpyiduVliksOmreCWg7C7KBgFMtPk9wZIj9lkly9SpdTYODaT1EHNdSrL8BDB+CFJfjwh4Vjmc2ixRzk8VGSRpv8sldU0rxYRDMvQHdA7J035nQdPVdjPtSgQ23n48h/6iE5qJKfNEjKZeTWPDG7iBJUkPsTZL/YSfyJXxfff+Z1gdBcvAixGHG1xpO/5CW34iZlvxfbymREoDs4pJCfguRyHp9Z4xEpx3HzPhLKPPJqlGxtjgHPMvJciKQH8lU/yS4d2Qmg3bsNNL8Am+bn4fnnBevU6xXGtLwsopGNsos4ajxOtt0gd6xGolc0lsxmE6jp34ZiEc2vIR9VSToG+dUASbuIHO1D25Kndvhhjr0Q4M03YWFBoWaquO0WZXcXe2LXkTf1sTNylQOhy5xqbyNAGT3Uja2GhV2/q1rhPWDPoUNw5gwZ/xt8ffzfM+3bzmX5Ll4c+DUmq37Il9jmX+CJ0Ksctx5il1MkGE4guQVGfPDgxtQzNvZeDDTtWSY3OsRsvkK+MkBSniPX3k9690XU/n5hM+ltyG/cEljeIAynO+CkfIdfaHcGXDs6xM+Tk2IvLZUEUFEuCxav1ysOIdMU5VvJJBQKZBpHSc9comgoaF1V1K1xCO4Rgq3r0at2cBu+vwqx21zj0pKPcLeHSKeLx3eNoh79a7BtNMOLLH2J5IODwn43u/ENrEtVaDEev+s4F2buI0WRihRmd3wV3540GjlYNOHaNTLSBOntoxT1BNoTH4X7779lH/7uTaZ2rQblMhnZJK1epaj0ot2Tgu3bKX5+J9qAsPkrxxdI6iVWGjFUU8dw+RhWLrHNdY1Hg8c5Wv8lkuY1popeam0VMxTh4qIfl64zVt9Dl1wmryQ5GLvO8XvuZTj5XdFA85aIPqOfIh0/Jaq0DqRR+1LUaoMbZjc+DqNvt2nXDWzLwe9U+aPzMle+d4FwIkg2doaM04Dr14V/NSGk0ahW18WLhUxUacnEtqFaMrEtm5rlplsp43g9yEEZv6vJXs8oTwxf4eBA62a26O9TfVGrCfu5k5baf8V3JJ8XeiDT06AoZHx10kNjFKNDaGd/iOoYjBTu5ujqlxl9djs4DpvTLtx7e0na0oatyH1utEO9Agj/u1j+6w1XM+0zpOVXKNpdaD4bVRV6DlpaQ3YskpEK+XKIpNZCdrvEeroxbk2IzM6KZ/F6BV1UlsXv3G6xltblAt9dXXBo6ypnJma51uxjZbzEoH8Gud1G65XBdgRAuLIiyBO6LkD5G11Ib9m9Ylw6AAAgAElEQVQj1bhKpn+aF3FoNx0sWxZM/KaHMy83OfSI/1Yy4Ya04NGj4DjKzaoxd4SVthvDbpKXhkg4KxTlOJqzhFyYIxmOkq9D8u4UvsE02lO/BmfXUaq33oJz58gcPkz60HmKl4to9WnUrt7b7eXwYXGIhMNQqVDbsZ9c+SFmNw8yOi5Rk33k217UPg81w0tf0kV0e5jsvUVRqXQrahiLoZ4+jdobhdd/LFDQl14SiUPT3Eggvi8D+9YxMgJHjzLypk1u5T7srknkgSTZ2GUyqRXS0Z9QfOhzaI8kAAE4a3PnUY9//45JK3VshEev5hhUumi17+Gifwe1WhjLEkuzq0tssfW6uM6Hzq5f529lMO+Q/Pq7hiwjADJJ6HS2Wmj+NeRkH8lImHzRS9KYQr5Ywf/sW0w9+Em0QVWAoYUCalQh236JnPoZEvF55OE9HHlAYWICUp4F5PFRnj5whujCVUilGEh7RcP5TEZkIaanRXfJpSXUc6+SVdvkFnRi+x/gtREfqs9hueQCy6ZuK9QXa2J9zI9T7NyH7faSNwfRHYMpox+/XGe6GWfXnZ71Vm1MXYdgkNpsmaKTQisvo+o6I392htzgfmxF9BvZskV81eMRe+nQkAh9slkvY1d+ndzVR7AreWTLINv1MzK72rBli2AYH13f+qZMkqtzhMwqsdYCqaiKXF5PpN6pce2N+2z04DgBPJ6bzeiZWhQNqlWVLVvEcgiFoDJXYafrJxwMXGLY7WX6s7v4zg9bzFVCTJaDbNujktge4vOHPQwMR4U5T00J/0dWb2O5b7CcByOo0WGkeoNkQ72F3HBze/zkJ+9sVu9uMA5w4gT87d9ITL7UYlHqJdguc8L9EIfKF0SSuFhE01SxtccNsTfH3RuSUxsxxEpAxIvKIAn3GsWu7YwVEhz7i15eP3uTlb5rlxc83Tz1yzX0uRL+vg6O/pWPVEpsrVu2QHWlBS+8QDHfxF5eJd/ahI6ffF0i0dkBYz9FLsZJ2iIZnQyvIRcW0crjoqF3Oo2qqrfnltdqZD2jqDPX3hPsqIMqjz7KhvzPDXf83JkWyUiLvBkgmVTet3Ds4CNhhi+cpDhRQVu5ijqo3bHK7OBB+KM/EqGtv1XBOF/g5LKGG4lyK4DklrBbFvW6TGe3j7J/K32bWuSXfbjXJByXl5naVsJrTQplTfiOzZ081XcZubSXZChCvuUnySpyNMRcrc1z3+nFVm6SGZ52/lb4ddUr4PNRJI0WWEOtLlDLdLJtcZFqOUy53SbqqrDNfJsBeUb0n7n//tv23MxnkqT76hT/7ctoU2+g2hVqkUmmh6p8Z/AgS2WF/Nu2mB/JwV9d4rnxe5kt+cm3UiR72gw8mOLzvygL+78WW385/ptO9K2Vbe/OoNyJVPDB+HuND8D5D8YH4x/TWHeUa8depOjfSbo2xdMdP6AYeBtN1VETD8BV+SbDobWuay1Jd3aabwRsg4Prsg29/EL/KImnHI69AK2WwqWfQaOgE3AbWI6MV+thz14JVfOxUvEyN3cL6e9Ki6i9Qr6lEA8VyS95uDd8hc/1niJoV/E75zjq+hQOOnn6SdpzyGaLQ65XOBR8i2LFi+ZaRXX5CbhMct7HSeyRkKU+svEF1J//hZueH3cg4wwMQFeXYAZNp4T240sNsvY10q+e40zhy1xbi7FyrsGgO8S5VppD/pcAc0M2gFyOLzyd5qMHYOzNCtFUmHJbvQ03zj7mJZfzkugpIV9skm29hLo6A9NvQ18f6p/+b6hPPglf+WfC++jtFQ7H4cO3gc8jI5A7Oo89Oo6MzeHNx5Gb95MM18mXbAEUOhZawi3m8PBhtIHg7Y7YztD/y967Brd1XfmePxy8CGKTBB9HgkBBJPWALFmSKdiylFhOIsUd27qIXSMl03l0ums6FU933+6eGs8HT83cvlPTXT2V1E35Vk11z63xdM+9uU7a6UmUyQMT2R1bdvyKFNuULOtJiiKpQ1IkD98ECIAADubDwsGLICknn1JXu0oliQTOY++1116P//ovtGse9M2NkFSwfz96aw7N0Sh++I0M4cASnSuzPON9gVTeg8+VJdX7CcY2LfEyTzLj0bh6FdpbLFLX5gi7J+jMjfDM4V/x3pV3Od/+MC5zAi27Qsz9Omp0BZr3ykt4PChtmZjnF8SznyPUME8220xgkwNraxsZq5mVFfmo3w87tmVpcS9z6ktujh6tKYl+443qA70o7yoeR3W1i6wef4zxsz7ml+Ejw0s4LE5vR0fRJjCTxN63iE5Ooicm0fILhBtuYuS2Eg4Hqm0ypRjTFOf6yvSs+/d40OYL6J4FsCyi9BHZNIP58L9C/8rvoV70wkWfOKaFIoLh4kVBNNlO48GDYFmkjBn2eIcZWg6Sc7nQ3BqhkJNHH5Wvxc82MppsxLhePwZTiqfUMbrrjorAjrpjENvfRtwMEnp4K9pYiljrCOrGB/LcV6+itm8n9vRniH/UQejWR2j5LMfbf0qnvoK+MiYGYboBbWmKsNsPOThwuIuA7ubJJ6VPmJVeEbqdJ7yoxserkZzHj5fpOWxiUHvf+qfAnSGaOl8KlJ3YdpmXJ3pZcjTTlJ3l5PwF1A+zEhCPxaSnwAsvoLJzqMwELOfBvQlcLkEUPzhN/EInId8S2qVFYplfoLJzMJSQwNnkpGSFUik4cUJK7y9fJtb2LvGLPkJaHi2ZJZZ/FfXWLXkHj0dgTMeOSQ30jh0icEVUd+yhLxIf3ENoSwHtF2PEmv+ZSPoj4U7f1YP60t+WF9T2DFtbJSje00N05hdEjvswO3tXxbaq0FS+JbRLCWKZt4gm3qTX9T6mM4i+dRNqMQvLLmLNaaEd6A6geVzEDiyjOkOloDvBoAiYbUTbzU0ffLBUrWIrpujZOBGfS6o6TnwKFe2lRD+AOBLxNyYJNYFm5Yg97UF96b9hqD9LYirJvOkhteyioLmw3BodXU4Cn7yf2JdzdJ9ZpKFtK7uzExhWJ2H/LJo3JHI9PCwBsqEhiabUnltKlQhu1UNp9qVS7Dv1GCd6twgH7dVluj98F+VupnFikjiHCAVdJXG0EfMAzz8vt7l1SxJN8TicfELHyg1ipDtIWRpGIUTIuySl5M88I8kL1gAtB9dAMycS8OKLMt92lUI8LoFVTVsNMyzSC9HdLRBup1PWya7Fv30bdWcAlclAwgmtbumS+IUviJItBiJiu5fhdIb7nH5SeQ+nnlzm6Ll/Xk3T1PlHhLoaa5JDiqP/upe/5lecvrIHn3uChvt3EPuDAOrlJphvg9u3SWS9mAPn0MMNqOHX4a//WkrXh2qQ2ouLogsKBamGaHLAnjCcfLyELB169SauS2Msz4YIpCdYpJmwNUS44Q6nvD8n2JYllvsFcesEvmyOS+xnYbFA3r2F2WyAAnmmC200ayvc8u2la3sT5hf+UnRNyaO/UEogqrAHGnJSDVHxuHMzedKJPMsZN1ahwBKteHMZXr4S5pPDHxLfrBPpmBIKp8FBgUB+8IEE5gsF2LOHhKOJcwOtpBZXsJaWcQDKmUb58jyyawTHzu0cyfVxrHsI1ZAT4TRNiR5ulJGtl+jp6VnjUKinTIrQTLtTrKahvvxFWbd/iZD4v/8fTg8d5f3ZLiZzjeB2s5hN0xuCLWE3oS73Klmxn60uG4/9n0AAlZlEMQOtmyRCpuuo/n5iHeeI3w4RanKgNbUR+/quUjCMsTE5X5eLCZHNmyXTNj8vtq6dFLH3UmUkrOKdlaZx8mgT8e8ZWF3zaPPzxCLTqCUP7KhPN7gWCbnq7uBI+Fe8O7iJ+WyWnNOL15XD1eKvWqpKG7X8KC1klyMExjJYnq0Y15YIL15FW1DouSVUZpaY6wzxJY3QXidaoJ1YrFWuc+FCNUr99GmUz4fK34RCCoxctbzU9CYwFzxYmgsjtwVrq5fF8TzNm52oFie92yGQmeS5xhcJfpAQWkzbHrM5S0C4KsfHRR+53aJzPJ5yAnE9eiVbSE6fJnH+CvFbTzOa82BMBwiP3SYe1Il0nCkl1PtC9xM/2yh2xrl5YgGNaOpX1QYTlOye7qELtOe2sqvgIrP5AVbyLpqa5NFmZuCH/ymB9s4dYrpFNHt+feqxmtHdLXmexUVYcBVoSS6wu22W7sACqkcnpt0i3nyYUKIPLTfPjplrvPD6Hqz3Z9AOdRFbDBENhwGI7NnCSccUfP3zdD+kSyHVRALzWz9A7xpATdyE+4MQWIC/eK7sNyglL+NyiQxMTRFd/B6R4HnMkVe4z32A/yXzX+EpNJAtOPGRZmHFx/BwgX3370J3aZJEmE5yOaeTSOW5VNjP99NuThYSRG3Uq2mW952tZ/bto++1WeKur2Cls2huJ8fNC5w1HmA0n8FY8BIOZmEuwTN/7mY6pVguAuO7u+Wyz8f3MBrZiZGeI2yNEA/cR2THOdSpxzFTQilqDOVImQmMRcVh7RpfaP0Ffr+jlEiFnmpFU8yyTyz6ePGdR5nXdzKR7SDsmyb+q8tEjryLasiROP4Ug4O9EmgeyNGVG2RwxEVi8UNUj84+b5Y9v/8XvPvdBhxNHkYSTh57APY9sXVVNV9sxxeJs6ekSkGWSMtliB2ehtZW4mcFMb9RURNQ7gdSvL697wSL4CG5u4WhX2f50Pkgt9K7OO82ODk7R1QX2SnZYw7QRpBKcrUHKNPlGMlWwpkZtOZOfOEJXlyKMXjbW6JCsrnOQ447pP7uB/S0zDK00Ia1/EUmJraU+n13NS9LAHn0Alp2p1S9a12EmxbQlhbozl4glp8lnnmMkGcUbSlLbNsl1MQ4dLWTGJ7G9ItP/eyzNqjKjXphEgprU6TVgpBi0+8Tn9xFCA1N2yUAknpzrBTq1OPFXkAPrLsgdhWOOewm+b/3sTi5l7NjERocGVJZH353kvYGN37l5/77XbjdLpJXweUBt+bDlZ3hVnIbDpYw8iFClklqJkXs/kHiiU8TGp9Eo4Hj2+9w1v1Eqbo9HMwSf2OSZ9VH9Fw5X6qYVNu2ScW9pqE6W3jmxBjtr8yTWNZQ6WlO+V9BJSflHKyzd9XMjJwNug8KDahmH/vuL3DywWni5zsIeS+ircwTK7xM6vIY1tx9GJkeUq4mjBUXoa1B/Ls9qCAQPCqJ61ogXV+fBO3ffbcyy3PXevXeWD3uBefvjXvjd2z0ESXuuB8ru4B28yNBHoy/IofZWSl35Y03yqXxTU1iyNi15rVlSHWCCUejjfR+sgjQaGtiaqyhhJbSQ26+/GX5+g//aYXXX82TzXiZS0JjJsF8FtqZQsulCS/dQnNN0H35/xL0WqFAzOUk7vo0ocIkmtdFrP09VIsbmhtQ3iUouKG5mWjPChH9HGbTFPrPvyPlj/+iwde/Dl/9av3JUYrE8aeIvzHPqL8RwygQblog/tYk93W5eGcwg5G3yC22kSRNyH8D02pErYxWo35ef53ghQuMj23mxwO7sbq380ZLE7FTwvcdbTWFC3nag/7SOdR4Et5eFOtmbEwc5XhcLI/jx8vZ5rNnxVKNREgMTxP/fnuRh66dMAZnl9o5vveXnFU7CXUtoy0miW0ZQmWXpA7y7FlUYyOxTgfx+BihggOt4CX2tVbU0qFSRlvFHieGV5a1w4V2bolY1yTBpVaBEIXD8Ed/RE93N72o8ln+0gzW5ADa9BSxwNsEZ/r5/BYHxzIfYiZS0qvAmwXv3hL/Mvv2gddL1DCIzP2fmNkAei5Jf/oIcf/fEvpcs12FzSHvJVJn3hBU5bkcNB6XOVkPJVjjHJumqopdDA0JaGt+XsBBYb+b+MwniFi/hNwiB/Pvs5JpIJR7B007WGXAJRJy+0AAjJE8zb4c8wtOjny2EfPMVnAvoKxFVKOFCmVAW5ZnvH1bnKPmZlmX06clqGK/QyYDDgf69iY6xxd4rGmAgfRWggc2sbsrzbFD7lXvUS8Gs5HRvSoSUgO1j3KeyDEP5hP70Dv3oJ7/AdzKSWB4clKawra3E2lXmMmUoEo6HDKZe+6DawlUJkPM+TbxRY1Qp4WmtxP7WivRKHyy8SLm6TdlPc/mRJfY1natY1eLoqipAlJBBz0jL9MbuSWo+pVh1PAyLLaV99Mzz0gAs7NT7tHQUKaL0jSix1qIHANzuLgvzRW4vCKCcfOmLLTPJzJ79qw8x5kzREdfI+I2MTM+dMcUKrUIaUeZ02rrVvnsV78q3dZKzS56iPIDIs88K708Jl9DXbwOK8sozxi4Q+X3LfYLIRQqc1Nfuwbt7aizP0U9u7OuEVsS/2EP+r//MWr6EjidqEIS5ZsAbxFd2t5O1DVK5MCvBQH757+P0u6rj2atDfBcuCDBefs57QRPMYDL2flyk9fiZ6KDPyDSVaxo2daAem8JxjvRp9Oo1w4RWP4UmbzMd/sWD4eONvDcv4Fg0AMUqQus7YTmLqB5W4ktvoT6iR+uXpXKgsVFEq4AZrAXPesVHstVk1KWfUWRg3bfXjixTRpt6zqRon6rnQY75vf225IDGB8XlUajH21bJ+GbAxjZZsLaHUHxbvVWkdSX1yVZ7OHSAajVz9bfL9QYFy7IDZub5QKhkFzPPn9rYYZHjggaat8+0Y/t7SKPLS0iR7mcXMeGhWpaVQIMIHq0sdhovPj+5iS8W610hKbpjiSTKueoiMw++rcn6J1Ol9B8yhySe05P05fcLahXhxPtpoNY7jLR06fFu61Fau/fL3rlyBFJNNv0ZQA/+xn8+Mfol26hXX+ScHoKrE4OcJGAa5nnvP9AsCMH+QLRjttElv4Dwy0H+P5CjrGm+3h7XkcPepiZdtLekqOgNRDeo7GwAL4OPwQrAtdrUMHolB83MZPBWciiFdxYOIEC2YKbhWU3Q+iEZq5geryolSKVTSYjjVPn5uQCO3Yw/MDTJP7fBZyTSZy5Blz5DMEGkz8N/QuHDvnRv9GN6v78al2ZzZaDxPWCFHeLrLc/Wyn8tmxWIG8ZHpZrnDkjMvjmm5gJH4klmF/xkbS8YGkspL0oLcWXnsriT8+iR1pLjffsW60JnLM5A2ZmpIoCJMp58qT8Ox4n2j5KpPucyOGOZpQ7Dd/8nszJuXNliqeuLrGhwmF5r48+kjM4nRZ56u5eXX5UsR+jpklk8AzmO/3oTZMoJ/XpBm0lUep4WjO3SnHsz/ZwfnSKm7NZZlKN9DzQgtbgWTMubVN3S2zDy/h40UbrakMzdxGbfBN1AdB8RLN9RMLLmLsW0Z87LMGRIXN14ubgwXL5Wj15qake0INNaCMQ7nJjTDjZH3SWtmWDliE2/ROCC/1wuY5s2aVc7e1l7hTLkj3gconuCgbh+HEJwOFA7yhIL4dK5VKspDBnnViZHEZuEymnE2O5ndDsDdlbhiGUgy8tMTqTwxh1EE41ETe6iATfKTWeLAWkivOisikBinhPETqwRFa18oDNvHN1mvMvm4QzOeL9rUTCSyjuEulfFONnnoGO7B2WrtymaWWGk86foLZvgs5OorGHiHhmMDMX8F06zwtDv8do3oMxHyK8uUA8ECOiz9DveJD4wG6sXbvR3tSJNRebiadM4du+XkQP201oKs6dRALM5CY5E4NBsUWcTtR4PyoxQTI9RjjXS9raSrrgwUsGChZsDkKnE/XMM8Tey3P6tWa8P5khk3eRyeWY8oaJD1hEBu6gXnyxREVW2nfhMImMm/i+/5HRiRsYdBB2jHLatxdfwSvI7NkljJuThDpHee/f3uFC06exgqFVhWLGhJtU0yYMdxuhvUuYX34Ytc+PngBtYpzw7B2MRUU4PYAWcNLduiho52IilbffLvtUDgfMzNA3tZUX39/OhXQzY9ehOZyF1Dyh5iXMd/pRuz2Yp9/E8u1lYsKDI5tlYknRxRKmsyxvgzeh6z5fqQBncFCSJrW9ZGy7b3haZKajA1LvXUY/9zPUB1KpFTn+VF3Qxaqxlk4PhTD7s7iszcxom5hUzeSXUsy7N3HTrYjTRgSFqrXHuppQgzoknq1BqLeg5fYROzxNqudhrB/6mak1JVqq6WX09i60wYuEd7RgzAjgS0ssog+8jkqZxKyfEm/6EqF2oaOMea+hbq0QLVwm4h6S6rS2PKrZCeHd9E2EiFeixUtuwRrAhnoTV5yvqDVKxHUGs/0+9PZ3pbKTNSZ6rU7PdbLJSoFauUEiP0hnzs9R1xwD9JB0NqF5vLSu5OnZvo3WVjcORwnbSDDoYiTXRlfzDBOjENbm0Hx+9F0BejoniTyzFXM6XKySl/k3zkMqkce4ukTIuYJ56w4quSj+pMslMtHUJNW+X/gCUb+fyNO3ML/5j+ip2xKYtylmxsbgxRdJLFpyvumiU1haEtBAW9GXsn2lnjuYSxfQr/4StThOIplCy6QIO8cxrK2EAxpaKomue2Su6gHpIhGpxv3wQ0mcZ7MVWZ6706v3xupxLzh/b9wbv0OjdIZPeTFuKMKJAPHxGmO1oaGMlHE45EudnWJk1Tvs1kIGKYkLnDwJ8Xg1WmrfPki8fRHt3DzbV1oYT26jw+smv5xij+MKiVwDR5wXaEgniTl+jrKm5F4eD9HOESLBn2Hm29DbLVQkBO5DYtRXQRA01JEHUd/8JkyNS0CxowP+8R/hs59lVffN4jA7e7GOrGC8liDln8dIaHQ0TvHL/i0s5Txk8g6wNDIePzlPI3ogD1qLBE2KvLS89RaJwUniF7sYza9gfHiHcHiC+NsTRA68hgq3lrmQTz0OL07JHNvBF9uoHh4Wp3t+Xg627dtLMG9zqQPr/H0YU1tJJS2GCh34tFEC/hzP/usM5q+GpIqg7xJ0bIErV+Sdv/lNov39RCYSgmrd4oKxRxj6b/8NemOyGCSCqDlUbqZ4IoA6a0H6kBjaTz9d6qakimvdM9dHb+PPMB3X0ZsMlNeC7bthZAR131aU4wbMOyG1IgHRpSUJwng8si4LC6gFA8UcLEO09QMi7d/B/ML/IEEdEvD8jyE5CtfLqC98vvUj1DXGU2UQxTAkVjU5KX5/NgtGrplQu87rM5/jQi6E5XBSKFg82DLAsfZLVQacHctOTSwQzM6j5Sy63XOcudLFu55voPmniTW+TnRfEbFqE2ra1lg4XObivH69+h0efBB14QIxzzLxgSxdgQW0+SFiuRuCEDn+FJrWSzgsfm5Lizx/lWNfNLpDoQX6+x1EIgWCgy2QeHYVJ0fiyGNCF7CsVTXoU44kqm1BeJdt6oVkUq6/sCCl0S0Z1EI/ZFOQ8on++NSnxJibmpLEy4FfYwbm0J97SAIFiYQElSvX005I6boghdcLINUj5fV4ULdHUNlZWJqRz9kIMTuq4XIJgtImva/RbQoEiXvqcZEvr1c+t7Ii+9Ltlp85ndJFLpsVNK8jidKKegpNjNlUShamSFPB2bOiVw2DUufaUEicaj8QboXbbeXETTBYluXKxAkIX5ZS1TQMaxixSoHqLoC7CG9yOOQd3G4JRnm9pdIR0UtHYcfmutfakCvpbriUip9REzdRiSn41bwEahobUUtLnHKOMpPRuOF9ABoa2f3gVv74jz0oBUM/u4x+7i2iW2aIDPx/mDt2oDumUZkA/OOIzEUmQ1/qPuKpx7C8XWiB+4j1q+oK2XoBszq/UxSpckwTKJ9vPp/Ewp1Oial2dMj/Ozog9qfbiI+OEZox0VJZYg9MohqsVWhQ1d9XRGPVJKDs+9sH9vy8nA1OZ1UyqbaJdYk6wK5Hf/dd0SvZrOwPm0eqp0dkb2VFHLedO9d0ZKunqZbotUjTVGrEWxyVTlgyiYpEUJ//PCLkco1EeA/xDyOMOjswspsJO6eITzUScc6h7I59tc52ZemCUmXE1ZtvwuAgamWFWCZFvPAkoYKB5nESc79KsMsL4zNSgXbnDqq7m30N05zsHiQ+vwVP1MHAMOzfrzE356G1VZItfr8ct1V5wVp7B2BoSJprxxQvvAAut5MWZkg7WnEWsmTx0EgKL2nasxNo2Qw6pqzHSFFmJybkPAwE6Hvyf+b0q01cOneHXBY2Fybo8Y2zwzXCif0Gqj0kVGj2pNfqSk2DTZvqBylqm9HeuCFCW6s/1uKtr0XeplLiWDsc8i5jY+hLBRQRAtoiGbzg8dDSsEJTPkn3T74nQIs3ytfse3uZ0y9lePejJhaTrvrAuWgUvv1tsYmgnEgaGioHVgsp1OwHsOCE86+VdHOp8tO2EQ8flmofpaRiJJWCJ5+U4HC9SFjlJkgkRF9vd8AE9ekG+/ulrGY9zn9AHe3l5P+2XKama/Csi5CtF9soI0f9qBdyguwsdrNULR7UHx8DOwmyiqg5LPb+Zz4jyZWDB1fTDdSpHog9tpn4YBnVW9qWyTuoH47D+TV0v32tTKaU3Ceblfu43XKxzk76vnuV+I0s1tJlNIdFbP9toi2DkqDp7RXd5fWi+xJCZ+QYxWAbYfc8WlsAvTkD4TDmcBJr9ArGeJjUihOj4CW0KYCpbZaql8okRMW8RCNFYM+XH0bvlse/enGlRBdpLDYTanRizrtRB+uAltYaiQRRzzCR9h9hdhfBDFsD0BgQ+QkGUYkEqn2Roc3dWIYHIx8mlXNjzDRK4/YTfymN27sUxm034ULFPqlc3zpGYVl+/Ggzf0Rs5SWincUsc7GCpDt5kb2ZD1i2CszTQqCwxG7PEN07nLLQqRTRYzqeHkViMsXVXy+Rzfsx8l5C3R7MMz8Wm86mIivuu8SQSd/KEdKBLRjbN5MancXw6BzcMkVqW4Swp4AxPEnYOU52ZIzzUz6mvGMYHZsI97iqCsXK4utCa28tUZopEsSIE3dsJqQtoQWcxPxvoA7tKcv1xYvwb/+tnIeLi7B9O4lljfhQlPm5PGMrjTjdSRYn3BwILaEtzqM3ToIB+sFutFSScNiDkXMTzi2iOZrK8pZSWD4/E9cpo8S71u4l0//eAvHzbqylZQGaLb5LjzVUtr3XAV1UjXo2l8MB3/qWUOic+09IuZkAACAASURBVCTt7gMM+dvIax5yjjwzegAr6CpSAZqQTqNuXSpSJynoai/t23pAggT+UtF8lSmxOUGsvUgvMzWFunmTWHOe+CCEDvSi6W3Epl9BdTTAnUWim0aJ+F/E/PP/FT3kRp1xQjYMi4sorxcVbC8l5ROOJuIzsTJavNYtWCuAvs58qWwKtXAR3IfXDwTXK+la64y0+0M4U8Ra3yGeitKVHWeioQtcLoJhhRZoI3ZKgDGVJs5jR90M9m2la2oabaqF2H0mqlMv0aGpIIAfEsW94JvGuDkv1aMzI+iNi7Bkia0I4l/XgC9UTw+q3VtNMXNcgG59FzXifVuxMlvQ+tPEtl0i6hN9y969ci3bV+oG1b4IPToMJVD5PDHve8RXWgkFJtCKgESlWDuB1N0Nr74qm2V+Xs6BxkbRXXerV++NVeNecP7euDd+h0bVGW55MRZbCDUHMAsdqJasGHKdnXLAb98uinT7dnFqnnuOhApiDtU599YJdNQ9L4uBuVhAI2504dm0xMDiZnY1fkRn8gbHtdfoZBJdMwXxnisefg6HOB2feBilVDV6rtJZth240VF54elpCYZNT8u79PevGZzXddAaPMI9PTtLuDFFKu2nJeDGM5PH6Xbh8nhpdsHhI6Ba7pcv2pUFTU3w059i3ipgzRf59FxOjJEcId8EZuoW6na6Gh3/3HOrGoeRzcrzDw+X4ZmjowIf2bkTfeYKWqaLcH6Yy87dJDJeLqUifP9SgJNfPUz0bz4lxoNnpYx07e+XwOTiojRPdTjoMx4m/uoBLG8BLdhNbMc1ooM/kOBZZYNVjkswslCAl1+WA9Q2RIaH4Uc/Qi1MobQRcK2At0lk6bHHBD6yZYu8h69I6TI/LyjXv/gLea75efmzsiLzmM2iMjNCKUCRc7mmuWZd1JdNDJpIyHVPn5Z/F9F3KhqtivlksxKbtfdFOOwiu+1Bzn/oYiqRwki2EfbMcGEkybGHjSoDTtelDDWcuYlR8BLMjzM8GaaLKa57ewl7hog36kT0c6jY4yIj9QJOZ8+uRq4Vu3pGTZOI1Yj5d/+M3jIgRm9BDPfY8QgvfLeRXE583UBAXrkUBzBN+sY2Ez/fg5XN88ack5h/mejwcJWh1Je5n/h/vIG1dRtaupfYNifRw8V625kZ+OEPZaISCblJJiPXb2mRIJDHs9rhP3pUflfh1KvY0XKgYL0gLtwdWX59Ul7Z6/m8/NtOmlUmR4ql4Rw4IO/z3HOr9UE0Ku+VSEhA3aaLgPJz2Vy5Pp98f3pa7pNMlpErmYwg5x0Oid4uLZXnL5OR71cGCHp6xLG2SW4rEYz1KEwqaRjWG3Z/EF2Xe9r7JhAQXuS7cWqAhE/HXGhDD+6U0vl6SMs6Adyq57OfweZHLxTEUU6lIJMhWniNbzvOM+zaC5s66X78v6afEzz/zQzWOzNoS3uJWT8j6lhAjbxRbKw5K3N86xYJZwvxzOcY9e/CsPYTtpp+8wrZNRywVEpieYYh18zn5f+pVBFx/rftmKevSFVIg7U6+H03COaKBu4253PdRPla52+9QNyJE6JviglRPv1p+dndTIwdXLOdOvv/diLB3of2e507J3vC44HvfleiK1/9KsRimC++jdXThXG9hZS3EYMGQps8mHlHucphPWfbnr/BQalESiREdugjwnVMzxbpKbGtDVJuofpJJgUllkjAwYNEGywixwOYne5SXsOy4O/+Tqb79u0SU1217NjzXSMbkeNP0dHRy3xbFtoS+KeXSOc9+AuLaA5oYpmdjkFiDdJgtOp8LHKSJ44/RfxsB+btRTI5DUc2RaMry07nMCd7LqJ0tXaw3daVhw9XURRVzZu9P93uctPgc+dEBmxqm8pGw7duiey8+KLoYFuH2LL14YdynUJBDiGfD+XzcSr8HjOTW7iRtaClhd0HfZxsfFkqJyrkPTGdJv7NFQan2jHGO8m4FU6fpz5wzkZ8VI7agGQiIXbC8rLoT4dD3jUQKH+u4ny9G51XGvZ62/Q4ZTLs8vlRu6+Dweq5q5Rf0yTaqxPpbd3wMUqXHcqWqlDjcTfPPmsvmyoj9u2Ew6lT5W6W9vzZlZh2IH7HDll/ewMU6dqqRm31gFLlHj1V1TIdG+v+SAS+/GXpWfD++0Jxs7goCjSZJPGd08SXvsHo1DJGopWwY4z4YJbItvdQb78t+7i1FebmhA6x+U3iic8QUstSlRedQYUfgGwWPZ9AW14S+4wwYTWHphrRH4kIirpyH1Xw4pNKoZ58VJL0xaGlkoSbF6rpIsMNa4OW1pKdmRnUpUtCKebxwES6Gt1e1Km+pbMsDO8gmMky4W0m3L6MlvNCox+rxY9xvY5p1FOUgRdeoNYoTESiNcdNiHjnM0QCU6ieKfnF9DRqYZRn+AfaeYoECuVIcyrQh9r52apKxu7jT9G+p5eehtZyD4mWhDQLv15BRdbcLBVSqc+TTrdxTlMEQi5okndq2NnNiSe8nD09R6hzFG1wgIPpX/HBQi8GnaSy8xiujlWFYnXB0aZJNDhOpPUMptOL3pxBPbBDZO3Tn5YP/tVfybk3MiJ64eZNzMBBrJUcE3ldmsznA3R6pwl4l4ltH0EVG4KrhhyxE17iZyEUcqFNbCHGB6igUJ3oxz+FdtazZi+ZRHCnINODTZD1Ev9xjtGLlzEWmoVCxxsk0mqisuvYvPVGrc0VDIqt2dWFun6dWMAiM+1kMvSJYvJTo2dnxda8OCY6oMTNuX81JUwNkEDFYsRi0So/6sgROHaoSC+zUq7KiC6+QeSwE7NxAP2px1A/H4eRVBlE90gv6lCHKLLenatLqIrZPzO5qYwWr5yi4WSZeq7CFirF032JcvUNiB2Qy62vp+rt3armQpG19bxtSBgG0aYEkaYPMD2d6P5l6ZGj7y2DlKhQrQPvos78gISvBXNrG/o3HkLt+lzdg0EpiB1fJv7GZULNkkSK9VxBGbPyPjMzEovYvLk++KLEv2OWwByJtIv4R2FG0y0Yiy2EG2eIzzUR6W1EhZpFb1dWV9YCpCYmiAKRtjHM1AL6qU+hjjaW9uYqOyWXg5/8RP6dTsvn0mnxC0xTzqZ7qPnfaNwLzt8b98bv0Kg+w52E9wfQjAK6Yxom03LC/rt/J47W5cvlQJeu0/faHPHBYHWMoq6Fvnqsih0UFXU09Svhiy504Duok3r/CjrX5SC1Sw5dqthACXGEPvMZ+MM/rD4kEonytSsRwXaQrKOjjJy3g3TrPKucN25CHj/agMXx7lnODu9g33Yf/iWN9vYGdmzbwrE/fAS6n656J55/Hubn0XPLaFaWsDaGYYUJu2bR0svoyyOw6Ks2vmobh9lB0VdfFUOlUJB3tBuONTejLIuY7zVOb34S71iGTN5JJm0xNesi/t15Ir0haVr6xhtiONy8KdexDZN8ngSKOE8wmmrHuOQjnBLeukiXKdziKyuCvnzrLXHSh4bEsG1pkfn8gz8Qg31mRup+bYfD75cs+5e+VCyTSJT5Rt94Q4KLhiHOgx38f+UVQVrbSKqWFjEuiqV2VWWysDrYFKoTTL5+XYzw+Xn53swMfPvbRKOqmjnioqDXQgf9aFqBg10OPvA/jDE9ScrpwMg1EmqewEzNVdFjKAWxw9PE31kktDDGQsqDx5nj9tIuUh4fRtsDVWW3QP2AU2Pj2h6HUqihIaEg6btUNnBCISKeYTqcW5hvV8wsuLGs6kBSwqcTH9jNqFPDmPMR7khJ6fGyVkLyJBbyxG+EGXW0YFxRhDe5iZuHiXwmgHr1x5LUOV/kVnW7xdG5dUuebfduWWOo//yRSJl6oIYyY8Mgbu3vKpMuldepVC6VgcNEQp7XTprZAZTazMyRI2vrrspn9hZpSew91NoqQZpCQeT94EEJsrW1CXLR7xdHZ9s20WMPPCDJKI9HUC02Ov7w4ernr+NYlxCra1GY1DZWqqeTK/uDuFwyF/USE3ZypM6c9PVB/EdurInH0cbvJ3bfTaKdk+siLeuWF/f3i/4YG5OgTDYre9nhKCXnVG6JfdpVsGZJvL+d+KXPMnozg2GECGeWiWufIOJ6DxVoLictiihk81YBK9CGsbiJlKPxY/m5VWOdALquKzo7xcexOecr+ejV0V5U7861z8e7qTCo3COwfjKpdqy1Dnbg7fRp0bHXr4vz9nEabzkc1X9XOq8LC+Vm8rdvl9HLTme5ai0aRQ9F0MgS3pLEuLpEOABa22b0U7vX3t/15m9mpoyO9kj5tPI4Uf4k3Hd/mb5qYED2W2Oj7PknnpCeEUrK+u11GjJVaVrWywvWkw3z9Ju4fHtZSDdQ8Pjwt2RpW1nkgHYZlZnmiPM9jjWcQ+XzsPPx6vOxgnYtnYYbo404s5M0WfN0aQZPdbxDdDfw3N+sanpeV4/W6tvK+ezsFHotu6dQa6ucob298vvhYVm/X/9adNzly2XS51On5PvHjwva2uEoVwmB6K6ODqJHW/m25wrD29rhcIRuRuA/DjB0NYXuQCo1Ozowv/8a1kIvM3eayK5Y5FYyuBs02hvSaDk3uu5dXxYrA867donutZOzIDKxfbv87MiR+sjwtUadJu2l9bbpcYqI51VyWeTz5uZNma9vfUtsvGh0VbBHHT+O6uyEhA/M+s15TROssTsYbydJZV0Y4zlCHj+muaX80Y2Qo319ss52IP4znxGbqlK/VcpB7TxX/KzuttxI99cGuR56SGTw6lXRE7duYWa2YM3OYyR2k8poGPk2Qu5hCcC5R0XH2zaT10t05yKRzBnMxi70T+1BfeUpOXuTSdQPf0js2i+IO6OEXDNowU5if9qFOrR99fxEoyLrtRSS0ai81ikv8Q+XCHUtCV3knjnUjvvuThdX6oqBAZieJuFowmwOowcDwhFeYVf2ESXuvZ/lngwjNyx25QbpnFwkFhige/7hUsVk3bhiJEKiOYTpd0uD36JRaJ7cjWX5a46bJsxHv4a68COR5/5+SXAmLhHJX8MsdKA75lHJBviHIQEZFJP6NjgkfraxXBV93Cv0hBVUZInpNHG+xGiyFSO/k4DuKgKhXTQ0NJeOpN6dbsy/eR994ScwNcWFxF7C7jGMVCvhYAt2r6TKQrFVIl7UhapHF/3i8xUBSh5B8h88KD9bXBTbsIjM0YNOtGkv4fQkZB0cULcJdLbz3J8lCA5bYB0uyXI02kikFNMMofhK6WGUUsTqmfJBRd+OLxJ/YxKrSC95cLeO9e4wxlQ7qWQKw+cn5OnH7N6JSl5e3+atHbX7rlhFyu3bRXrKd4gc1Xh9+y7ODweraMMUiQpuTkPOyPl50amVNmUdOyj6bITIs7W0f8VnefHFqmpwNTMijecbrdXnlcNR/Z613VttMFSizlE3MY7+0nekKrTCximpmjFpkBzbdYOo44K8TyWQ5nB5bYFqKrJ13p2TJ8UnvXGDxFwW81pa+uZ861tyRlY8qOpyo4auQesWGPwQdexQGaRk69KLb8M3paJDLS6i9u+Hc/PwyWfXBj52ThI58q5Q0DROorw5qQjz+crz+sAD4ovb53et3FRc20wprOYAxlyQVKMPo9BAKNyCGUigTh1dnRgv6psqHy+RQPX3oyo55Sv2ZlUC6fx5OSMXF8s2nO33b99e5ITaQPbvjbrjXnD+3rg3fofGKts510Ss1UAlWyQ4PzIijllzszgzuRw0NwtX4D9OMtq1s9Q9Pv7COJH270iJcm1JV63lNDFR3QSkki/68mXUigm3BkCtSJPGhlZxonp7xam/fVuMjcqArz1qSuhL5L8TE3Kvjg4JrNlBuq9/fUNjuuzjbEH3NaFSXTSObRZDtJSc8KL2dZe/1N8vBsmVK4JAKeSJNb9FfPkYobYCGhYx73son7tMWbGwIAdp5U2vXoXvfEcchWvScZ2pKXE4HA4J/m3aBAsLRCMreMxzJCaTXGUr2RUNY9ZP6MYA5nALal+NoWQY4nAUEcCmcyuWswHDs0OCWLcyhBxgDsyj7IZd8/MyfzduSOCsiG7lypUyrcfQUJmXzu8XC7q9vWwQKCXv98orco18Xv4sLsoBfeyYlJUPD8vzOZ0S+H3iCTEcbQRfS0uZd9h2sqNRkZPhYRL/+UeYt1Pogx+imjWRjZUVmctkUuZ6eBj27SvbJZXNK4eTgvyxNnPh8icJ93QKV2mzhtbShH7qU6uCoNFDPiKfPIc5uIhvcpgXlr5EobCI0ewm3FNddlu1EddCgNdzqsfqIFsmJjD/8xlcVx5kYWwr2ebNGK6maoaRlMLatRvDSJJSLox8jtAuP2ZjsziE4TDmzAKWpwFjoZ2Uy40xBSE9izlpiWN340Y52GAjMu1RGQCqff61Sj7XVEY1jnxt80E76bIOTQBQDhhu2SLyU0mDUTnXNjrngw9kbu0kUW1g8MgRSVA1NZUaaya87ZjZTnTvkiBg7XLPxx4TNKBNQ9LdLTJ75Ih85vp10V1+v3x+x45y5Y89hx0d8v2ZGVZlW2orBVI1gZz15nyt+a5syrTOeiUSovNH37sjSK+mZuKJTxN5ZmsVd/SG8mw7O5Yl79DUJMkCj0d0QiYjMm4VS3O9XsxMM1ZmGWOmSUr8CRNyz2Du+AQq21/WB0UUsr7FhXauiXBXACPlvKseg3XHOgF01VPmYu1aq2nbWoFluLsKg43WbKNRbx3sRhnJpMjjx2hoWFq7moaSOBzln7ndEiDVNFlLuwnt/Lx8vli1poKK2NcgHm8l1FtsCn3KW0ZabfQcdpLZrqtXStaotVXkZv/+Mh/6lSvyvfl5SXA0NJQTXjVyr1fQha1alkrbpo5slGgPeloxkq1EMjfRtWm+nH+V7olzAjpIZsDVIgHv+fnyOhfnfuyireodTCXaaMo5wVHgh4uPMzm7xDGqkwl1ZcRuDmtfu3buLl8WvWQHcUZHJdBgmrI+L70kD7FY5K5taJC53LxZKCHs/fbAA0KvZd8rm5Vn2L8fvvENoQ8qznHf3/+K+Nm9WOmdaC6N2KFJoqkZ9DYP2uI8TY4WrJyFQ8tTmFvAPzZMrPMDVP9Dq3V9bTNHO+A8NibP63TK2tjIwYcfrn8WrDdsuUinZX0/8Ynq9a7D5w2U93UFn3dVH6FQqLoqoaVFAAudnfL5PXvk7Ko5j3RfAm3gBuGKRLs2YKH7mqCSJ3ktnTMxsbqp9JkzG9MCftyxHjdzbZArk5E1KpMuow9OorUFCOfmMPLNhBlHI4/unJVr2NVoNhDkwQdRySQq7BM0vG2TJCSSF923QsT/M+GV3mGgThyq/24b6MXo0UYifx3APH2pWA2lQexrdxeYt6s+L1+G8XH6UnuIr/weVuc2tJEOYkdbSo1UE6gy9ei0k67chzRmJnjG958IWq1wZoTYA4r4SphQyLs6//H6AvH3HsUyxtByB4ll+oiGLHRMNM2/Wq8d2wfHuss2xfPPwz/9E2pqCmXdhoID0sX3+PBDkY+inEQ7J4k821Ox1I3QWK2LzPuexHpnJ8bVJlJZF6SqcqPlHFlQoZ7YDVddsJQnZr1O3NVCKDyOFtDLDY1Z51it1IUdHWUwT7GJN5mir7p/f4n6iZYW1H/3dWL/PED8102EkrfR2lqI9X5E8ORXgEfqc4rb909UP8JaR258cI/4z7eyhEOQuWLiWJmSZqi0EdZmxVfYrIF++OPZvLU3rqwitSlyGnJ8/kuKY9S8jt2HIlVGsnPkiOgje2xgB61aC7s5RmU1uO3vdnTcnW2vFAm730/FnFcddctLxMZeQmX6yzotHicRihCPK6kyejtJ2KkRH2kg0nxFKvFt7nRdF3+mu3ttKrK13v3qVTh3jr47W4iPPoDl8aEtOYi1zhE9exaOHydx5i1M1y70y68LVejt2yKP3/ue+Ld2VVOxwTULC3LOOp2y1+67b31drOsobRm1JQ1Ds5DKi0106JCcV3bS/erVjWVIKfRTn0L7cJ7w1gLGvJPw3k603X705w5XJRNK529tX7AdOySgXsm7tpb/ceWKrPviojyzDa7weuW5S5xQv8VZ9F/wuBecvzfujd+xUcUfN3oB9eYYXFiQAKbtLNqB03weGhowby1hOcC4lSXlcGMM5QjlBjA3Lwpfm23ILi+vbuJ47Zog5uyf2Q1ZbZSr11suQdY0ObyVEhRUT48gk6an5blq0WCJBInTr2AOptCHfo1anpIgsdMpir6/X663dy988pOSkQ8G10aXVoyyAaYgAVEmiXy1EXNsZVUzs1XcwH4/ZLNED3qJNN7EbC5IieVsE3BIjKaBAXnGSlJb2zG+cqV8nVxODCVNk8CeUiV+aLJZuudGaaeTnlwKo7CVcGoYLd8hnLb4VxtKN27IcyaT6B0daIUdhLu3SBAr6EYbQQzEca3UmJSFBXlmm9YDyohIw5B/2wdrDS9d1YTagc75eXkvuxHY66+LAd3VJcaLTbVgmtIY7PVhdMtEecfh0UfrWPaKvqHWCqdkF7HA20QLBXmHdFpkeXRUDBUbrVik42FqStDpc3OlxjexgEV8/iihpx9Cy7dXB45qkW97d6C8g3DfbmITk8Q5RCjoqh+wW2us5XFUdZ0tIlump6G1FT0zjDa2SRz2RQjvcaItZNCtFRhaFr7Jzi2Ej5ZL4bVOtyQLioaS3hxCO+0h7FjCmIewZwZtdAF9LLsqIZDIejHpkR4AquL57L1US4uwUdPB9YK49ZoP2gj+eteqFzg8e1Zoo+rNq031dPlydYXIo49WB+mPHZP73rwJk5P0TYaIzz+KtdgoTtz2UaLf+HRZN332s6spqhoayo0G10OUm6bsh4WFYgOEOsGS9eRkozn/OIGTmu+aw0msGwNlpFfGR2h8EnM6XCrPrRobIZ5tKoymJtEDBw7I5226g9u3S01zdZVCczQS7nFhJFsJZ2bQmjvRH+qCJ/+gOuiWSKBMk9iJ2mTqb2DjbxBAv1uK07pjo+SUPX6rm7B6He4GsV9vVAaZKr9rJ5dtDvOJCZH3pSWRZdvpsueyomqt/GoedN1TX6dANc94ZWWcjX773Odkv9gosY4O4Rb+6U8l+ba8LOeAUhJM/vrXK6Im1XJfhQitXJb+muTV8eOrZKOa9qDYPO+Awb5X3PC2A+bSMh/Ly/JuNShlW9UrBTevWWTxMF9oxunIczZ1hPeuezj/l+OcbHuDaHC82uG2ZWSjRtp28KbI2002K2eK3fvkxRfLJecrK/Idm1D46lU52995R5Btk5Py8wceqAp28eUvlwEURRst/uFeRpfBSHcQbpwlPrOdyJ/4UOde5fiecd54Zz+b/MvMJ7PsbJoluNBPJPMRxCeqdVjl2Ws3v7UsCXbPzcl7rKwIgMHvhz/907unbbIXwbYLrl4tv9cHH4hNul6jXVtm6yBHmZiQoPsvf1mmKsxkyomlvj7ZL1evyufefVfOnZMnBb2dMontukHcaCSk8mh5J7Fdy6hUF6zVxNAefX3yPLVNpTdqBnu3o9aerqf719I7Dz4oz1XcbOqxx4i9ZRJ/P0jIuoqWWCTmfR0cGkO+vejZcZSWludsb5fki61b1qjgUkVaPWKPry0H9vMNDZUDRpU0e6aJ6t25fjVUvXm3Ezxvvw3z8ySyXuLpzzLq6sJYvI/wthbi37tJZPAMqiGHefAklrVPpunOPBPjOboYJJW4Aws3pHF7IkHE04bZ9Qj654+UfJFEAuLnOxhdnMBItRO2RoinPkskex3V3bHOcVOxXk89JfZ4JiM63K5mu3NH9PrysiSQinKyaqlrzisdhXYdwhVtlipzo1WyU2FrRWdmiGy9hBlIVVGAbDjs+9uVuhcurJY3j2cV9VO0o4NI8BXMhA9djaFOPV4tS+utb42uXfPInXCTSqQxzk8SCo7w4NJrXGjaT8g7gxZoIvbQJOqv/ns51+7G5q0dlTdeY7FV7eus1YeiHg1hS0uZDmYjPREMlqvB7UrPSn/32WergWg179nXr+piRUri9fpl9JdfRN1+t1z9BcUmuHNYlpJ4RdaFMecj5F3BzDlR7oXqPlT+YkXzWvZvvfnJZuHSJRIqSHzqIUbZhJEMEvbPEr8SILJvjP65HuKOQ1ipCbT8AWK3/w+iuQG5h9MpsQ/77LfP5Kkp2Xc2MGVkZP05rqxAnZqSdfN4xL8+d64aNHEXMqSO9hL76gXi/zBBqGkJLe0k9tBmVHBP+UN2M2WnU+TfbvgcDEpA3q78X8//GB4WEKWmlRHzmibPHomUaVJ/I0TNvQH3gvP3xr3xOzlK/HGVVCHNzWWeZodDfmdZMDmJvq8HLQ3hLjfGBIRbltEmLfSZ69IEsliizOnT4mzYh8FLL0lp9OTk6oasNqfzrVsSiLHR1Js3iwFlB3iDQeG6tzPoFe/R9/oC8XePYI0YaLM6MfcrRPPviRExPi6H8NycGJderziNGyF67VGbHR4bQw0MoGwqicrmdPW4gcNhcdi/9jUp8bIN0ERCgnddXdWktjaiqrL5XzIpjpphSEnp+LgEFp5+Wq6XTKL+6Z+IvfkT4jxCqDCKVvAQ83+E6j5SfpdKQ6mrqxTIUHv3EpvfXhHEchN7bDPqlYLMWaEgf2zjLJcTgz0QgPvvFwRCLifPZxsyTz8t6Pd6ZXSVgc5i4I1stlzeZsvN9etw4gR9A03EXz+IlYigLSeIbfq18KXXGBhVTklGJ4xB3PF5Ii03UJlbguYEMV4uXZK5rqXjsasEAFwuoq53iBzRMJ/YgR4NVweOag05KDWEi+o6EWpLPX+LYctWJbLl/vvB7Ub19xNrThNf/BSh5gW0wQFiqQ9Q3zgLu3ahOjuJ7fgicfZUNWRWipKhpEyTWM8E8W9fJ9QyhraSJhYeQsUvyQeLCYE+Qyfe+hWsH/rL24Y19tLHCQCuhy5WanXzwbWu9XHuWemI2xUito56772qoAhK2V2tSWw/QPwX+xgttGJkNhHOzBKnl0h3V/kWtXutctI3CrTeDZp6tivpVwAAIABJREFUIznZ6P0/TuCk4rs6JhpWGenFLBoN5STg3Y7ad+zpEX3x1a9KYFUpoVmpCMCpI/uItearg56Hp6U8eA15ivZQUX6+wT5cK1l7FwH09cR3w3tVOitQX2f+RjdZZ/wmMlYZZKqlFlNK7IVwWBK/9vm3bZsEwm295ffXrVpb9WqV5/PEhMzV7Kz8bvt20eXlBiHy3CdOlM8cO9D51lsSWDWMsrObTsset3umtLbWlftViFAS8Hx8Nf2H3S+kQjaqaQ+8KIJw1i22TkNDuUeFzUs7PFzihjdNxdhwlisXC6SyTlaybvzOLHNWAEfeyfyCxc0r48R9m4m0nkH16Ksd4MrmsPX4zivprQYHZS1bWiRIZT/TzIzMl1LlaoRCodxE27LESe/slD+trVK1omliY1XynJsmZsKHNb+Ekd1FSmvA8LQSur8Dc9cmVEcDnXNvc2RuiXeGFI2uFbTUMm5nCvPWEqqiMeGqs9fu5u5yyXPZ53drq8zpI48IivBu904FLzh9fbI2uZzYkF1dIj89Pat1QT2bsraPkNstQc/Z2TJV4dKSfH5yUua7iPZmdFTsr82bq4JE0c5JIkdN4a3e3iSNAjc6G9ZrKl1LC7gevcNGc7aRPb2W3qnD/R/97ASRv/n3mJMW+vB79M9v4vnM/4SVs9CcK8QaXiW6eUxocf7qr1ZXkNk6NhKp6Ji7wbvouqzT3JzMVT4v/7dpFTd6v7Xm3ZbV4p43tTCWw4WRD5HCh3F1iVD7EuY7/ajdHvTMz9AcuwgHNYz+WcLaGFp2Bd2ahOliVcg5ocZS778BI4+UqkLM5CYslx8jt4VUcgpD20Ro/jpmxx6UUhvneRMJec9Pf1r21PCw+CBQbiTv90via71sd4VSV9Q5Qo8vo8xJ4TqvTSQWbS0sa3Wforsdtq1l9xfaQN4ACaoX7eG7kvu7BaBQIfrBLMZNaXqrTYxzbM8wx+YvYu47ht5qSEIgGBR5vhubd71xt0n9uwEJ2EHgyUn5/92iHSqBYbX+7vHjJF76Geb7M+jT11CBYjgxFCIxPC3I9zWmVpEQKibjmgT4HQ7RpcU11iOtaG9AeLsbYzwnVUZZD3pzHrSW6j5Ua1TBVVHO1s7PwYPwwQeYCx6sphaMqRApRwNG2klo6RrD11PEtQ6pfhntJLw4Tjz/JJGViygPon99vvJ66rq8Q1OT/E7T5P8NDWvPbWUFql2xnkrJPrX1TTYrtDtZL+byCnqHS+R7rXVLJIiO/YzIfcUzpqsJNahDoghwevvtcjPlmZly1VUwKHGcYs+nUgP2tfwPv19iQTaIMp+Xn/f2ytzaQIrfCFFzb8C94Py9cW/87o1ao0IpQUU88oj8rsj9iNcrjoTDgbr2HrGvzRN3uQl1gZbzEgsMoCwdjLQcdDbyqpKsdXlZFLlpigKubcja0SEHvttdLnmrCdSs2xC9hBI5QNi6Tnzl94g03ERliw0X02k5AKanJXBw9ao45qOj5aaLmcxqg6o2GKGUVADYh8/evWL42eXdlSg6qM8NbF/fNKlLatvfvzrAHwzKeuzfL/PT1SUONciBXiztj7aPEFm+KByR/hQq9OnV676GsRalJoh1cUaMcruiobVVJvtP/kTevaK5KlBttOzYIfO7HpVJhfFdaejUGkaJ4WniZ1oYbdiJMWkR1saIL/mIdA+iakrJTRMslxfDu5OUcw7DtZNQYBzzkT9GvfkdQSBAORhjJ5Eq6Xgqk1NF40015FDR1uqM0FqGXCpVQo6vQqf8NqOeU9vaWgqIRTGI7HkHc3ARfZsP1fdm2UA7epQoPyDyzLOYKbXaRrcDmScgMvQK5pvX0F1zKEcGrGLFRDBIouAnrn1ReENtgMuPMkQKr6DMu0Sb1AsA2ihFWJsjufJaQ0Oyd+xGqZWBzo8TdLQ/294u17S5PW1qLL9f5KCGTsbsm8NiM8bZBKnRWQzaCN0axnx9CfX5feXrr+cYbZSMuBs09d3ISS1tVu34mHOnujuI7f4X4kubCc0PCNJrt4HqPrTxs631jnaT3F27RG+4XNXwqJ//XJCmv/wl0fxZIk9+EXPXJ4tBz5a1qTsqbrXh1G0UXPotketVcf/+inMllRIqr0ymuvnZ3QZ/ftPxcWWslg4jEFhNLQbVVAI23ce+fbJfP/tZcbw+Djfz0JCc23fuyF50uWQi29rKiG/DEBl66SW5j41of/llOSeXlmRd7WZjDQ1ib9y8Kfd55pk15b5KdobW0PmdnXWDf6u+a9s6c3Nyxng8ZTT1979fWntf+/30vXKEhbkAyRVwOJ2krQZaGjLkLI2cu4GZlB8rs4Tp9AqvchWPWcVzrsV3bgdabAqacBj+7M8koG4Hh22qIJuCzka0jY1J0uXatTJdS3Oz3G/fPjmXGmtoiXRdKl8CTYQzs9KYsyOF1tYi6qVH+g80fCvL7qYkxvkxCUgml9BbVqr1UO3Zm8vJz9vb5W/7/G5tlXeoRYB+HNmbmRG5sfthLC6KXH/pS9WNdtcK0j37bDlJ63BIQL6hQWTTDib5/fJ9v19sLZdL3sFGK9tVARVBIhWPS8Kidt+ulWCsBxypbCpt0wJW0gTVo3fYaM42QmdupHcqP59KoXQf6tZ5Ej4f8bl/xWjLLgxXD2HHKHHvDiKPvof68udX65S7TRasNQqF8t/ZrKzXx0Cfrpp3W1bdbgiH0f2b0fpbCbuzGOkM4YA0c9S943Ajg+roIHZkWgAz4XG0lRli7tdRnhVweMqNl20wya9/LVUWR46gO5rQjC8StkyMhgbC+XG0Zj/69DVIPCbI6bXOxEqfp69PQEGZjMhNOi0yGgyKvV5LLbrBqDpCxy6izv60OtFrV2/Y++ZuEyrrjbXkzV6betf+OEnwjwEGKT3KiwlpejtmEGt+E5Wdg6MHUU8crq4EXsse8/nKSbP13uPjvk89ukTbz6sMArtcomvb29ft21YaiYTok9q4QEcHff/hPPGrR7BGOtG0TxJbeY3ogTahQkJff2pNU+TH9smXl+X8N004flwo844X+4g96kEbtojtSqMc98tzVfahsudnPfu31gYEuHABfXsT2qiLsG8aY7mdsGWgpRJwox8rMIlxZ5sg9/27CSX6MdsOoDLXxZ+vPJuUKleVp9Oy77ZuledYK5heKX8Oh3ynsul5IgE3b9I3tZX41MNYm4Jo5zYTO7GZaM8a61W8ppq4iXKkYMIHdnIcytQ7IyNy/lckRCp7PpWQ8+v5Xw0Nkjj/8EORj7Y20StDQ+WK/XvjNx73gvP3xr3xuzZqHTg7CDw7C3/8x6Lg//7vJcvd0CCHxebNRJd+SeS5x4pBPq9wgcYnyo0VH3hAUMj2AWcbEnNzZUVb25A1lZLAjJ0kyOelZLJocKxn+1cFZN0zGK4eQt4FzC29qOYi8knT5Nns8uzZWXn3IvcjQ0Ni6P7853JQ2AeJfdMbN+SQu3VL5sFuJPTuu2K8vvOOcMetgaKrG4xYy/CKRMpID5AAv80xf+WK/NvmYbNpYCxLnrOxEaWnUStzqw71ap+tvrFW+rHNfZdMyiHsdssaRaPyfr//+6sNwlqeQ7vpld8vh/dGVCZQ5oSsmA8THcvnFhRQcw5jpYFQuBGzxVHVlLVqSve1YPj9hNuX0XZuQ//zB4GhaqR+ZRKpko7nwAExCqC+8VZ5s49b4vnbjPWcjOLP1MICyl8ov9PcnHzv1i3o6kKlhBtyzaHrqGYN1dsCxiIEqw0ts6UX6/9n792D27rue98vN0mAIBcfEgkRAgWT1AOSFdmW4cRSauVhOfc0SZG2I7vNwzcnbXPH98yddto600nGk3Yy6dS9mbruTJPxOdfn+vbmuGl9p5F7kyB1ktvKip9ybNOWLUsWZYmUIcmkNiW+QIEkSOD+8eMmNsD9BPYGNoDfZ0ZDEQA31l57PX7ru37r95tsRfJaO9JKtJXADcgIkEBkxdukuC5HRqi9nD1Lv+/eTWJZ8UJauf/iRKk/+lE+vqFyfb16KvYCVK65tETXk2X6/PIytf3Tp+nns89SKKy1vwnGBKRfLCGSGUOyyY9IJglpfhnBEy9R3FarIjygL6aUKgZrid7FYbPUdV8sYJg9LyEQe+DDiPYqR7+ThUe/7WDkUaWMF2++Cfy3/0bi7NWrwJYtECdPQnz728B0e3kCjIJVcalEz/WCal5ZQnzqNcSuvkke3S0tFDqjt5eel99PgodV8accjBI1F99AcTiMLVu0gwYrbVbxxC3l2ahtk7k5mu9mZ/PXAuj7lKR3oRC188HBfJzoxx6j53npEs0/S0t50ROgMUQRPdNpaxsVRptXJm0jFQhCnupEcPNNED3yusMDJifpp3K/oRCmfvQecjduw/JyD5ADmrJZ+HpaEexbwaqvDf5AM4YzM5CaOhHsWto496jjnY+O0mvK6RT16TxFaOnvp/f278/Xrbo+kkmye7Zupfr75CfJdpqby4fdO3OG2sU779AYXtx+hYC499cRv/YaEmd3IYxrkHbvQvyIP/+RkED83htI/MVJhLdMQro6gfiWX0GkJoDD/5u5aNXXR2EqJiboc0bzt5W2p8TRV0Ik5nJkp6bT9F16CWCL50FlnHvoIbIXlJAGSqjCQID6/5kz9HNqit5vbSU7bnjYWCRS7q14PFef6lTXGaDvOGK00aA3HtkNkWV1blOVWT67nE/uvWkLkm1BhPfOQ/7KJyD2FZ3Yslv+4nsJhcjeVpK1C0FtoBQPZp22Kvr6EL9pEYkzywj3ZyFdnUd880mI5Bh954kTiH32s4h+fT/k77yF4PA5iEvLQNeH6Xu3bKG5cXWV7BXl9MuLL0J0dyN+9i0KxziXgtTShPj1FyGmQsZlLq43ZQP28GES/wMBes7FuaQM0Ix0hBTw5I8L11aKI0Gx/ejE/Ffc3uxsPJlh8wRaLAZEw635ZzpxSSPGzxpaNv+OHWTLKRttQOE4V+6GvhD5vGnq+lGfLstk8utCsz5gcNouNbuKRPI2XJrKILlyB510Fr+FaPtZiHgcwaEO46oNBqk/dnXRWkcJjXjXXTTureURCzcHMIogon+8B6Fb/xMQvJ/+vnj8seKwUDzPr22UxhevIvHSZoSzlyCtLiMu/RxDrRlIZ95BZM9WytEX3Qxp9ZMItp0Gum/ZmJQcyJ8q7+/Pr1WVm9ZaK6jn+gsXSDdJpcg2a2oCrl1DqnsAiVN34lJTBMmrA4jsGkTiGJ3s03x0Rm1aWeOrkylv2UKv3XVXQc4n/SRMqrpU1mZKeKnPfIbaSSkbocwGWJxnmFpDPagrCasmJiiUwLFjJJC1tdFkOjtL/19Lplkg8hUnVjx9Oh8D9vbbaaDt7yfjNpOhAba/v/Bou7J4uO02KoMSMmZtFjay/TcIslIzpMWdCH7kA+BXx8iIvHaNJpLmZtrZ3b+fjrurk5JOTNBmhDLB3H57PuTFwgIZqZ2d9NPny3uRXL1Khovai+6BB/KJb4XQPhqsZwiEQtqJ3Y4d2xjvTh0GJhTKH+mfnS2Y1G07EWlNwL29VE96QoTy2tgYfdGJEyS2SRIt2AcGgD/5E+2/UdCoj+BQB6Q2IHJLD5JvzyDS1QKpuwfBe4fW/7Y4zCtdogWS1EV2Qci/0VO/uE4VT+8vfjG/6DBaPJZ6xLMc9Ba1xRsjy8u06dTXR89s+3ZrGwdabVJlaAUzfkg9uxDJtuRtts52BHMa8WqVTTmjI+XKJtBrr+XrcW6Oyq1ljBUnSl1aovBYxfENH3igUHQ0Woypx6/nnwdefpnuV/HKVScrVnnExg9MIfHiHMKzlyGtLCPuG4Fo7bN35NhKsly3RG8jT08zjzW7R7+NSKe1TxCpvXSuX8+ferl4kZ7NP/8zjbtXrxqffrKC3gSjhBrRSrqrYJK3ZEM1dy8hcWU7opfPQ6TmaF70+2nM7uig8bajo/yEjGbYCetmFA5DS1AQIi/2ltJG1IvDxcV8iD2AXs/lSACORPK5GXw+aufpNLWHxUUaA2WZxsOmpvyxb8XuUS98h4fNBUMhaN44epTsA63FtUZ7GBkBEo/PIfvabkhyD+KZa4h1rtlCoRCNZUp+iZMncePKAFpuzKEj24lUk0BnawY7Wqfw+aF3MbHQhZabd0Fq2oo4XocI3abtfRyPA488ks8b1NZGQtjgYP50nhJXG9iYdE4r18c771CdX74M/OEfAt/7HtXbhQv5dtHeri9exmKIPRJFdHwK8o0OBNsXIIZSgOpIWmxgEtGDL0F+cRTBTVcgWpeAg3cVJibUs52KN/vLaXvKxkYulw8voISY2LVr42anmZfrwgJdc2GhUNTo6KC5pa2NTiGeOkV1qcT2Vq5jJhJphU9Rn+rU23jVchyxKrYrbT0QsCVQapZf7zNKTpw+jeTevZsob06p5ddCHe5JuRch8iG77IaZ02ur4TBiiQSigeN00jUwCnHm1fyphsFB4NgxiP37Ib58CEjMkPeqItCePp1PpKiMj3Nz1K5OnUJMkhCd+wXk5hCCK1chApuAc/P6J+i06g3Ib8D+9m/nN1szGRr/AMP5T3eKUX9PNkvl7urKtyE3nFxK3Xiycl2bpxxFSGx8psrfFNenVoJX5VSPKjfW+sZruSKmXv0YnC5b/7vidqC32bM2Jsl7PoPs6RtIIoR0SxbJwF6EQ1cgf+VzELGgdigkddUKQWPmyZPUX9ZyYqGraz1vysibEhJvh5Dt6sHx8UXEv92P2HB7/u+L0cvkqzeXrH0+Nj6O6N//X5BfOofgB2/RCZcFgXjsPBLdBxEe3LRW/kGI6J8bn9ooXqvG44U5dtSdSQgaD44fpzEglaKIA4cP01zzwx9CPrOIbEcnkvNhpAObkLzegXAWkMcXIDquWtcmlM+0tW1IpoxvfIPmRSt1ZlTfskxOj+WEcmLWYXGeYWoNZQDWSlilHEfXmvj0jggrXnUXLpAYGA5TUkXlvc2bSUAZHKTj03femf9bRehURHS/v2AyCAZSkGYziIQE7UAXOawVCrKDiB8OQmRbAd8yTVpKAtPBQTIyQyHaCPiP/6DvW1mhyaS9Pe8FrxzllGUygvx+mvyGh0kEUDymt2xZP6oKSSpMxPZP/0Tfq+fZoCe2ar3e3q4Z7259EpuYoF3z9nbyvFz7vhSEfVtUOW5WPAHfe6+x141iQC4s5I/Mr65SWf71X+m4mhCmhs76+6kUxMhziB/ciwT6EN7TBSm9UJCUVWsBoKktWqnTeLzwmK6Zh1EpRzzLxWhjBMh3BiX5krLRZXXjwMA4FcEg4msJmvJV5ofAr+t79+gJf0piSSW2qxLTdHaWBEstY0yWCxOlasU3bGoiUVod3uLYMeMOIAR5xt99N4m+Tz5Jwp46WXFReWJ3dyN64gSFEbr2LsV9trOodHqRWIyR6K30QaP4mlaEEyfKacVLZ2aGXltcpHZ9/Xo+VnPx6Sf1KYdyyqCEGpHljf1IactGnqprdbOhmlfaEV5egRy4CeL6++v3lWrdBHl5AEH/IkRvr7uncOy0PbNwGEZtQK+N6C3k1a8p41ggkPdaXVqiegmHgfvuy8cMVkQLJTF5dzfNw0pSNeX5tLXRXNzVRfNnccJyszY9MkJjibJZ89nPmp5ESUVjSDy9hEuvfoDk1SFElleRyH0a0cUxiC6JbB5g3YlgZGE3fjh/CFOrPUjlOtCEHLCSwRbfNH5v5QlgxzbI7bsQ/PofQIgvFYrRaieAaJRsE7+f7ru5mepjZYXe+6d/on40O0uvTUxsbG9KXczP58N+KeHm0s2QD38VwRM/gdi6tTCMkZHAJgTE8ijEz/6H9vwQDFIYue1NwIUlsiW1bE4926lYZLCL2i5WQhApoaZWV+nZnz9PrxUEQNYQNNTzYCZD9W1H1ACsbzCoB5q1UAbo6srbs8Ubr8VhK9RY8QYubus7dtDrdsOwmaHOiWM1ubeV8tvNLwKUFmZOdQ8Fntvf/S7w0ksQc3MQfj+FiWprozGsvT2f90E5eaFlkykOUYozzMAAnVpeC5ckpCaIzChdb3k5f+pDD616U2/A7t+f/87XXwd++lP6O431TcEUM7aCSO8NJJb9iEb9dOJV/T233LIxRJpbQlw5Gzd6lHLKUetv9HYzlPFFcXxSTpSpcmM5JmLq1Y/R6TK9chtt9sRilCT42BVE5j5AcrYLke45SPtvRXBv0Hq6iEOHgG9/mzbMA4F8+0mnkVpsQeLtCC6lepCcDiEyKCFxdAnR/e3GVaS8Kct0OsXsBKAQwL59EP/5CMR7fwH4+9b1ktjQdUQfaIVc4NthYmdonSp/9FFtew3Ie6mvnZDG5csFp6WC2zshXVhFpPkKkotNiCzMQjrlQzDzb0Drkj1tQhkfgUJvd/UcpnxOz7bTek1dH3Y3ehldWJxnap6HHnoILS3mTfmxxx6rQGkqhNrDUklYpR4Mh4e1J75i7xkladYLL9Ai5MoVEiq2bct7/ygD7bZtFKtd/fdGQucIJa2N3+hH4uJuhHfthjSwtaAYsWgK0SNTkBFEcKgDQrQDqRgJ8/v2kXdSby8tIO6+m8p78mQ+OVsuR4tYtedXXx/dx9Wr+Ziju3aRJ+6HPpQXAZQjZErMeUUItOrZoCcIFL9uJQyM4rWv8vKUx0qwRbUm4HvvLUzwpp5cR0cpNMP8fP5ooc+Xj9u5skILhkSC6tTM0BEC+MEPyCs6myUvoPv/V8iHP49g0KfrmKF2/h3WiqdnVqdWjVq10WnniGcl0Iobadd7sLieVL9rV5mOd4+e8Kc+6nrqFPV7v5/aRHc3tSEtY6x4URcKFcY31ApvoYxdVjqAEHRy4uLFwhBIWsahoDANIpEAshreq2a4sUg0qiu90Bd2PKHcwIqXzq23Usx5ZUxpb88ni1KfftI45VBSGTIZevaXL9OcpsrdULAoevrpfDvp7NzoqRqLaVRzC6TVmxE8twq0DALJJEZ8B5G4cTeyzQJSzo94xw3E4h/1hkBhFA5DEQzstBGthTygvbhXPLc7O+lZnDtHfXz37vwzLt6UVJ6fJFEM2hs36P3mZrrOnj1kBygnpIrLrdfutSabY8dIsFLEMo3JSD6yG9n5ZSRnu5BeSCOZ60d49TxkCGBiDnLPVsoR0tuLVFsfHn/rMF5c2YvJ1SBWIKEZOfS1LyC4SnaImHiPYo2nZUCs9VUtAeHyZbJxlDro7CSx9sCB/H0ppxH04rqOjND4+dZb1Lf8fiAaxchEGImntiLb4ofUtAvxg1OIaYUx0tuYMdoYEqLQE/DiRTq9VSxcK591o48odvFf/iWNL1NT+bj2y8v5vlPcZ7S8XMfG8g4rfj/Zvno2FaA992rVoV54g0ikMCFz8UmG4WHtsBXFJ7aMxmStZwhssD0dY61OLCf3Nit/qflFysg5sv5clbo7fz6/4djcnHcC6O8ne7J4PtZqF4pDgSzTRuHRo7TmOH06nxiyq4vmo0OHCk4jl1RvAK05lNNqBuub9Snm1CzSV6aRHMsgPHkF8rO9lJdH63Rw0ca2K1jZuCmFUsaiYgHTbMNcXfaVlXxujfb2whxM5WBUP1qny4zKrbfZs3YNEQTiD4SR6OtFeP4GpM6bED/i13US1+XQoY2n9FIpyGmBbBcJ8+nWLiTnmhEOdJib2FqheNT5EPQcaA4dos3Wp56iPtHVRWFvQgK2W7S6bYwZLOKBvPOEOuStMtbH4xBHjyLe/yoSV2IIN09DwmbEL/4MonO58MSxVccg9fioOCO+9JJ2P7Zj7yn3bfMkCqMPi/MMU0uojftQiBYJR49STNFiAV5r4lNQBt65OfKoyOXo2n19tJDu6zMfaI2ETmB94o8lX0Z0cCd5jT3wBxChQkNbZLMQxd4GRh4wskyeBzMzZBQriTyVzYTZWfLmbWrKJ+e6cQP4xCdI+Nu5c+NkpLqX1HQGsiwQbL4O0TLnjPimmrBTKUC+/QiCSz+BMDimXLItaiRcqyfctUzwGBujOuvups2Lbdto0TEzQ3+fzdKicGbG3FtzYoKE+StXaGHc1wfxg/8D4jc+AYj8/Tmib5ZiVJfjmVUJ3BItjC6v5d2j9VCKjfmWFho/fL78cfIjR/Q3rAzC7mwIb5FMkoesYlhb6QBCaB8r1SpPOUlC3Vokqu/DaOw1er+4fx88aF/wtoOZl87SUj5+uM+XD//y4Q8Dr75KY4rBKQdLfVFdhrXjwHj2Wc3cDZBl2lR68UV6dsvLNPdt2VLoqRqNQgihUc2DEDceAo4eRWpqEYkX7sSlnp1ILvcjstOPxNYQeRi6U9v22p5eO7lyxeYKGtoL+aNHaW7VizG6b1++PxrFMC1uQ2++CfzFX9B4cvUqidP9/TRvHzmincjQSLQzm2x03g9ChtS5FZHuOSSX/Ihkr0FabsXl1RCeTH0B2XQrpOutiOeS8I2dxWtzUYxntiGNNuQAtEmr6PCvYnNPFiNLH0Js5xLZOZcvk8CqJSAcPUrtdn6eyt7RQfPyRz6SF/NCIQoL1dxMIkKoKB618qxkOZ+Yze9HqmcbEnNxXLrqX/OIXUICfYh+YwDCShgjo3oEaDPmzJlCT8Dz52mTrNQcBqUQClHoxdVVsm9WVqiuIxHj0wHqeVDZ3FM7rBQnkrWLkXet0k+LEzKry2r11IzR3GbkXavpFeEclk0bvfKXk1+kWEwtZd5X6u7atfyGjyLK9/TQs1MnBTe7tlKm4WEa277zHerXZ84ALS1I3ZAg3/kbCA5ugohbyA1j9bmbeG4Hg4C0soTI0ntIrvoRWS3Ky+OEE0kpeFX8s7KYEQLrYdU+8pF8Tozr1/M5mN58s7xNDit2o5WxQCUOG52qjcXjiH4jBln2mzqJG96OxuZV8N6PQzo5g8ighORcMyK39EBq82mb2OqT38r4YJQPQaswIyM07oZCVBeHDzszR5nZa0bvxWKAz4dY6r8j+tZPKZxc6wxEyyJwIZc/cVyeNFs7AAAgAElEQVR8X1ZCbgJkg+iFUtM6tWxm7yllLmcjlFmHxXmm5nn44YfR19dX7WK4j9Zx1PPn9Y9qA9qGqtrIPXuWBuOrV2nhsbqaP0JpNtCahTVQTfwFXmPQEPqKB3qt71bEQyXealMT/duxgwQWJZbsnj3kgSJJtICVJCrv3r1UR3r3I0kYCdyFxHQE2cwSpEwWcZxELLJqLL7ZMPbzj3Afea7dMYXY3d2af2doa5l9p9lzTybpeb/+OglU6TQt5Nc8BvCLX+Sf5+c+R+Lp22+bK+lKTFzFY21qKh8DVrX54La+ueG+tcIulOKZ5UZ57L7vFmYPpfj4/cQEiZotLeTJuns31ameR65RTMji8BaKp47i1Wl1MWbHOCzqI5ar3c1FotmZYKP31f371Cnq1y+9RB7pR464J4jpqS5riwukUjR2LCzkxcS9eylHiNEpByt9Uf3Qhofpd0kib1et3A2BAC3ClESjisgyM6MZc1u7OdGmtzwyjWz/JiRflZDO+pGUmhFugX48UK0y220zdtuenWPWRmXRWsgrMZCNNvM2bdL2yk2lSMwF8l7waqcC9am/pibjTSYzW6LEkyhiqA/xI34kprYifPYcpHQTDi+N4pj8G7i02IfkwmZEVq4i8dwsPi4tQl7qwkpOQg5NaEIO2VwTWrCKZy8OY3nIj+MXfYgf6kbs2E/0BQSlTn2+vFduMEhhBpV7VzZC9SZOWSYx+uxZusamTcDevZAPfx7ZE2Ekf6HjEWvWFvXqUdlsuHaNPPWXlqj8ExPkNKIkqHcjBJgesRjF7Vfa2MyMtdMBAD2Dc+eo7qanCx1WtOK861Ec5kZpo1p5NtT9VO8kg9nmuRq9MbmihlcZaJXfCY+Ocuy7YJDmi95eWn+srtLGobJpaMXu0Bv7QyHgy1+msu3bh5GLvUg0/xaym3ohNbUjDj8sldLKc1d7bnd1bWgDQsA8L48Q5qc43MCL4p+VPlUcVu3IEeC55/L2z9WrtCFddHrPNnbqR+s06+xsfg7Si5mvGsfFg9H1HHZ2hiczxKH9iH/7BhJHlxAOdEBq82kP2er+PDtLTnjJpL18CGYn68rBzF4zs+WGhoDeXohdaYhkEghtLTxxrHVq1soGZvFarjiUmtapZTN7T33PXuiXNQ6L8wxTCxQPuqEQ7XSGw/T79u3WJxT1wJzNkrEWidBCcNcuEimUgdhooDWbeKwKfUbeBurvVoyJ3l6yBBSveEkib4S1eHgAqC7m5vIe4bt3bxQBiu4ldfg3kTg+g0s9nUgu+xER00i070Y0eELfc8WGsb9x3vQj8cYAondD19Ny3T4aX0AQMsRQHzBi9+wgtOt8fp4MdCWuv0I8Dvze7xUmxn30UWsLumiU3uvrW/ecRzZLBqcqRmrFnGD0nk85nllulMfo/UotRsweit7xeyVZ3tRUYcx4o9BHWr9rfXcspnns1fbGlAm21+xWFkF2RdhS2ob6faV/j42RML26SqLUe+9VRhDTYm1xgZ07C8eOoSHjUw5W+qJefSjtSCt3QzpNnvuK+NnaSmOgcppKY2zTbE5CIBgTkI4Dkd2qW5u4guA/f18/HqgTm39G45dWe1PfQKkraK2F/MoKbfBqzQuq4+Wp2VXIn7gPwc8O0zw3MkIL/bNn6dq7d5OAr64Ho1N/xZjZEmbjmtb7hw8jNT6FTb4mPPBnXUifCyHYNg/5h0PIvrwVyXObkV5tQjK1CWGM4lR2CJlcC7JoBpCD1JRDR8sSLsxuQpc/gx+9349btnUCp9KIBlpooa0lIAhBNo1WSD+9shZPnJcv0wZUKpXPN9Tbi+D+AUgvGHjEmo0NOvVUEA5QsSmUdpFOky2plz/DTYQoPGVhtT2l0zRmJJP0ObXDilWK+/ntt9P/jfJsKG1VLyGzE8J6xQwvFyj3/su175T8WpOTtEbavp3yYKk3DY2uYzEkT2p8ComnttIJl9GiYqLEjd3i5z4xQa9v3pz3FFZdzzQvTyVsZaN78VJ7NetTWnX1zDNINXdD/qANwUwTxPjbG/NMlJPo1srfqcvd1ES2ks9XmDBbuZYFu8FW97RgG8cOtSO6v13/Y1qaiFq4tpoPwYlNPwuJZzXfN1tHaLUt9Ynj4rZm9V6UhxUKUbL4jo7CUGpap5YV28TrG7t1AovzDFMLFA+6Fy7QhHDhAr1/5QpNrFYmlOJZVJnEhobI06ijo3CCNsLIG1ZZuJkJfVYHemWiWloiA1mJpaqEtFGMCYAW+319+VjqeuE21FU8sB/Zg8tIvriCdLsfybYcwnvnIX/xToh9HRv/wMhABTZMuKXaAGJ0ZC0+djYfU1m5kMl3FqAlsCjeo/PzdLRSvYmh9hLTWpQrx9mLPYC++lUKbaOItlu2AP/2b8DPflbQplx3grESI1eNI7F2DJiYIE+jmRnteIFa5X388fwGh16sWyeJRqmvABvjOqsNxeLj91ox4xMJEurPnaNF4N69xvVoFCLFTJAtg5LXmUaLILvl1Asb4vPRcwDMC6m1ebmykh8vKiGIFWO0cLUTfmFsjES+8XES3IwemtGxe8WzXi1+dnSQh6+dkARat7ayhPhUAkIe035GTgoaxW3PansrVeDSWsjv2kVzsCRRPHTlewH63JtvYuTVVSRWP4Psv52G9PMtiP9+ELFnjgKvvUZzOEDX6OuzntOllHsym2zUcfJPn8bIf38dibNzyC5lkGlqwcHds7h7+0UEb98O6a0AIu3XkFwSiDRfQWZFwvu5m9CDWaQg0NrUgoBvGZukFNqalnDlRi9a/c14+3Qz9uztgJwWEMW2l1pAUOpPTzw1updUimyunh66flcXXf/wYYiQQPzAZWOPWDOKv1vdTzMZGq+U+Oy9vXkb0AsLejvtaWCA5lkl5rxZzG81Wv18aYnqx2qeDa2yOiWse9H72Arl3n859p1Wfq1QyHrIOBsheeQOgWyLRjGfPQXxxtOl2z5a4cMUD9ljx0iYU8WPNszL47atXGvYDCU1svU3kDizA9nlOyBdkxEP/Adic7/SPL3nermV3HWDgxRWMpfTty0NxnHL3dOGbWw4ZBfX68RE3rlQEa6L46ib5fwoZY6ycj/KjaRSG08Wm81LWqcfi08dKli5F6UOBgbIwdPvp9+HhvKhgfVOLQO1ubFbg7A4zzC1QPGg29tLu+w+H8WtU47eKh7vRmjNogcPAs88oz9BG+0MG4lnesmCSjW0o1FKCHfbbXSEWk9QKWEBEgwCUpsPkd2+/LzWuwnBIZ0/0DNQn32Wki8VTdYleRao4+glkyR2Tk7SfWcypt9ZQLG4mk4D/+W/5Dd6hCDxV6uutBLJ6H3X/fcD99yTT3Y3M0OLUI0FiatOMHYXEG4e+R4ZIWH+jTeo/rq66HWj2MdjYySuXrhA/+/qokSB3/62OwK9FSNT7/i9Vsz4a9co/rcSguqOO4CHHjJeUBo1CJe8tRxfZ66VMzUmQ74wj+D2TlrkFpdTPaYWF+LUKTKaUyka6xXPS51C0qUEgod/E0Jr87KaHi5GY7He81b3xVOnqB7eeosSdh05QqE6zLylta6rN++UKFYV3Jp8HuIH7wCnxwrHZr3+7dQi3E6/KEfg0lrIRyJUZ/fdl18ojo2Rx/zJ80jM3I9LmXYkfTsQ+dUVJNraEM0uQ8zMAAsLSOU6IEudCF5bgii1Hqzek9lkMzpKuQT+7Tkk3vtNXFq9jpOZm3FDEnjuwhJeGe7GkQOXEf9fPoTEY+8j3HweUmoOe5bfxYsrB9GBNAQW0eJrRqg7jZv8H+Dk5Fa0NueQyUro6pGQXm1G8N6PA8dmjBMqmrVHvXtR2piyYarYdgMD9AjNPGKt1rf6u9VzppJMUJ20t729thb06vZklCtBD71+PjRkLc+GEU4J63YMr2rm4CnGjVwxgYB5cuziTSh1fi0rZbAx9msWc2UJwRM/AWQbto/Wc1OLhMeOkfOM2pnCavxoO7ayl9qPm1ixZZJJpEI7kRjfh0vBPUieSSHS04/EbBOit+QgMtOV38BMp2ld+e679KzOnqX1YfEpdrM5NpVCbJOM6ANByGlhzdu9HBteqw0ODOgnt7aS88PuHGXnfspxLFLalpV48lbCtir5boSgseyWW+helNDAeqeWgdrc2K1BWJxnmFqgeNCdnaWB9O236T27R2+1PKBeekn7+LHVFOx6sdsefNBc8LUy0BdPTJ/+tHECHaPdag1sz9FaxkEmQ0K0RtIU7QSDJp4F6jh66XQ+RnJvL72nfOfzz5NYosRv1jMQYjG6nuIxc/ky8JnPWEtEpLynTiSjZ4yEQuSFf+JEYaz6vj66P/UpB7ewK7ZbbQB2FxtKv5iZofpubibh9NZbC8tTXN7ubvr8++/TM5ueJrHg6FFn4iFqlVF9RPTJJ6ke1CcoimN8K8Zbccz43l5qk6kULQCbm2l8eeqp0sV0l8RNx/dkZBkjl/uReGEY2cwqpCvNiPtuIKYup9YmplKIsTGqt6Ulyp0xPJxP7KhRyMJL7Uf8M1HEDv4HjUM2vcEdpbifWO0ryt/E49TW/X66/6UlGlcTCVqAlfrQjE5omN2DBkIAYnQE+NFR2kBQNkWUEF96/dupRbhWvygeZ9X3UY7ApV7Iq/tgR0ehJ1o6DTlwE7KrQDK3DelMC5ILPQjnmiBL/RA9PRiZ34XE4j3ILglII9sQP9eJWKk5KcsNM6WMf2fPQr4wj+ziMk6u7MRZ7EAWEi6v5NCeXEZOdOKLn/bjgY+dxtSFeZwebcZrc7+BF6/diivZrWhqBrq2+LDn5ixuuiIjO5/G2wvb0dU+h+7WTbj33i6IQ/uB/TsdD80FQLuNtbXl25gw8Yi1i96cqQ4nU0ue2mY5P6yg188/9zkKu2CUZ8MKrno0FFGJHDx2KfX+tdpqUZJLx08clfD3ml1qTxLixQmyDZSN37UxPhWNbRRDrYbAM7Ol7G5yOylIlorXNgOK6kqe3YysbzeS74eQDq0iKYURjoUgd89DdF+vvL2mtM1AIB97/MQJcr5RJ4k2GsdVz1lIEkQ8DgxrPOdybXgr+cO08oKUkuPOClbvx4lNiXITghfnGlTnu8lkaBNfCQ1cvJmnppLzTwPD4jzD1ArFx/W/9z2akJTjXHaO3gLGHlBqrxIrYixgPFEp71v1nCzGrvCvYNM4tDVHaxkHt99OSVZ1JmvT65vF0VOeS19fXnjr7AR+/GP6/MoKiaF6Bo+Wx4xZPRp5+BoZV8ULEiUZ4/Iy8K//6n6IllI8IsweUCmLDaXOJibycdoHBij0gFHs40wGkCSk5nOQr99A0DcLMTdH9aiqb0fWIurnevUqGekDA+Ql++Uv0z0aeZ4Ahacyzp0jwU6W8wnIFhfp91LFdBdPNtx+OzVLJ5w7U4EgEud241KzhOR0AJG+NBLnsogGghRzW8uz/tixfAiIQCCfWFHtgX3HHXTyQlXIFMRGe/1YO6IPfg7i7rurt0gtpZ9o/c0Xv0j1dfp0YV2k0+WFOLAy71i9B2XMluX8JorfT+G8zGKbO7EI1xtnATq2rCSO1+u35XyXVh8UArj3XgRffxjS9S5EUleRDEQR2ZSCtHkIwU9/CqnFJBLX9uPSajeS6RAic6tI/O+nEG3vIfG6FIyeqVWxamICQcjIZCXcQAeykLAMH1ZzWZxc2IHU+DxSvwghdfkrmH9vEhOpTswt+fBB62asNjUjm2vGlq4mtPfm8GnfGfiWBrBn4RLSnUHce2sSh/b/LgBVObVCw5WDlTbmtFhu5XpuLOidFuGcEhKNRCOjPBteo5pxxd3CLMmlOpScWtSSZRiG6TTD5thf0KUuvwnxzL8Ubvxu3gycOIGRiTAS41lkd+2GNLCVmmzUwnNzwpYy6/fVaD9e3EwCCuoqGAhCelwgkgOSyWZEIu2Qtt2E4AN/AKTLHM9KGROFoLZ9/Hh+fTI4qJ3DTmsct/OcAwFyKguFtBOaGmEnf1gxVtatpcxRVvuRE45F4+O0qTumczLTzBlGXQatfDfFoYHt4LUNsTqAxXmGqSWUQXdkhJITXbtGxyv9fnc8oNLp0sVYZaK6fJkEfiVm+sGD1mM1KpQyuZVoHNqao7Xiwb3xhmlsPs3rp1L0XBcXjePoqcMwBALAd79LMeOXlug6Shx5LYPHbj0aefiqTwssLBQkfF2/0eIY5QDwox+5H6JFoRQhQu8BWW1PxYaKul8A5DHf0wN8/esbvTyKyjvy/5xD4uU3kW1bhrS8iHgkiZjKE3JkBEg8vYTs/A1Ine2IH/GXthZRyhgKkTDf3Ez9VjmFEQ6b37v6VMbWrcCvfkUL3WyWrqeUu1Qx3QVxU928cznSv+0OTcXIaYHsrt1IJheQFi1Irq4gvGst1jSg71k/MECbZOPjdMJAffpGkqhgRYK7rOTpGltBei6D5EorwuEW6s7DLghiVihl3NX7mwceoFMYw8Mbx9PhYfc8cu3cg3pM9floU2rvXuALXyj0IAbc8SLWGmd7emgeUhLHqzd3yxFIrPbBQ4cgHn4I8f/6ChLJnQg3z0PavQvxI36I2H6c8j2MawvzGHtxGpmWJiTleYTbJyAffQti/87KP0tl/Nu1C+LiRRzMvY3nFj6Oy1hFJpvDSlMrFlabMZoSmPxFKxYWglhZ6cXKcg7NLU1YyUmQmoBAO9CRm0fo7IsYyL2KBxf/B+TAAILdWYj+WH6edVNEckMs11p8l3Iyximcrj+nhUS9Z+CBUwSpiRTk0WkEo5sgQgbf71YYrkqjbqeAvqNJcSg5dYxlszCdVrD57IUAJYB98seFG7/NzcC1a0h1DyDxfDc5ASQXEDmUQSLRiuiRKQgrQqQTtpRRv690+/H6ZtJaXQnoVH1IACijnOWMiQMDtC5/8UVaayrrfivPSv2c9cLiqMt34wY5nCkOhVband38YcW45dhjtR+V+/0jI7Su0juZaeXZF5fBasJcK2Xz4oZYjcPiPMPUGlrJiXp780lBS0UvuavVSUVrolK8TcbGSIzN5Si8xSuvkBeR1UG8lMmtVEG/FM8D9WdLMXqLY8H19NDrBnH0UhCQR5II5jogfD4y2ltaSPg+cED7O+3GitQ6raD2IJqYyMcW15qYlTjFv/wlXe+ZZ+jn9esk4P7zPzsfoqUYp4QDK+1Jz1CxevxSVd5UCkhcvh2XbtmK5FvTiPTPI4HbED3cA6G8//gVXHr1AyRnuxDpnkNiaiuij4Tt367Sd598ktqbEhd/YoKEvdFR83tXn8pIJslj9913KQyGJJHy/YUvlPcsHBQ3tJr3G2+Q/l0OwSAgDWxF5FAGyQsZRLa3QhpoXe9ihp71QpCgq3hYFidgVkTptRsILkxBSjYhcn2K2sDKHKSJrQgGw+XdRDmUMu7q/Y2Zh3y5fVtvvC/nhFAkQvOxksi3mHLKrFdepV+MjNDvb7yRTxzf1JT/6YRAYrUPHjqE2P79iI5PQUYQwaGOdV366I868Na4hLmVLPyL04gGJiDNzSAYSJV+xF0Pq15zSjv77Gdx96lxvDIzidbUFrw5PYQcJNxYbMHKYhNm36c/aWqS6PDamhm2aRMgIYtduVG6l/Q7ELl5iKuXAH8kHyogGHRfRHJSLNea04DqLcjdEOHcEBL1nkGlNzJUjPzgDBJPTOYf21f7Ebv/Zu0Pu3hSrSzs2OjqtjsxQa8puRjMQskdPUpjpnqT3MppXSPsPnutjd+BAaC9HfI7N5DNrCI5HSAngAsZhAdbISMIYeW5ub1R5ET7sfOsa2gzyfGqL3dMDAZJoN292/6zshIWp7h8g4O0CfDAA/rrIDXlPlsXHHvWsboZXm5ce72TmYC1Z6+nz2htNuptaBaX1+sbYjUMi/MMU2uoJ6pSkhMZUWw82p1UtGLZX74MPPccibjZLIVh8fsphnZxTGujctmd3Owahw7tAKeiMchHdiMIGWKoz75XQE/Pxh3tojpaL+piP6QTv4Z4KItYxy9JFNqxQ19htFOPegaRloevTsLXgk2HV18lFSOdpjAnV65QPPpnn6V4rF7HrD0ZGSolWOPr1Z8JIR0JIiktIXywBfKADwKAPL6A7NlzSF7tRXohjeSSH+Gz5yCPd0Ps67B/f+qEj8PDhcdOo1HywDXqS8XtJRAAvvQl8tC4+WbyJnbKU9iB67i1lst3sVaEB1s3dDFTz3rAPAEzACQSEIuLiL91DYn0JxHGKqSmTsTxOgS+hLK8sMqhlEW50d+45SFvNN7buQc3F35Wy6uUIxYr7Kd6YdGc8BjTuj8Nb2qxL9+uC9aZuVZaZ7Y3Y0sghfgtFyHasuUdcdfC6rNU9TkRCODIq6tY+HkfMidb8e67AJYo9FU2S+tjgKazzk6adjdvBvYEkug7cxq3Lz8HrKSA5WkSIWZmgO3bqR/39NSMiKQ5p2mJlpVckLsxcHtViNag1AgCqYkUEk9M4tIVCcmptU3hJyYRvSei7UFfqXHNDnb6vbrtjo3ReiOXo446PJx3NPnZz6hjKydOlZARgQBdx247Ux5QIKCdmNIOWu0yGASamhDc3gzpSjMifWkkV1fICUACgkMd1p+bmxtFeu0HsJQDzPZ6TF1XY2PkFJLJ6DseVTkMh6NVXwnxWq/OhDAPi1NcPsXpx2qOvEqEYSoHKw/Tibj2Wiczx8asP3srZTDa0Cw1dwVjGxbnGabWqPRCws6kojZMlYH73DkyipeX6acsk5j77ru0aP3a16yJ4HYnNzuLC4d2gPPzWgckqcOavl88wQHayVk0i+pDpGcfEjNA9KAE0bZSflx1BaN2JgQZCS0t+hNzcZ0GgyTIt7XR0cbWVvKyfuWV8mOJVAKz9mRmqNi0xgurfy02pSq3XxAyJGQRQRJJbEYE1yGhDUHIAEoQ5wEywr78ZbpHdRilUMi8L2m1l64uyi3gwWdb8jBqYWEXiwHRsHb4ADPP+nWUaxfn/FCLY2fPIpZNIbp0AvLm3Qj2ZCBCt1XXOC5F1DH7G6dFBCvHpLW8jGQ5Xx41bnshWp2ftMr9qU9RzHl1f3ajbVgQUwrWmYEWdEQ6sLcpiS/cfh37tmZLO+Kul7xawU57VLWz2OeA8EeAv/xL8itIpajsAJkxkkT/7+6mveWP3bGA+X98EW8tL+P1hZtxIrsXB1tGcHfzqxDhzflQAUDNCMGac5qGaJnqG4I8Mo1gTLg/7Lhh/3pRiNagHP8ReXSaHuVUAOmVViSngHBoAfLotH54Gw+E4VnHro2ubrtzc7TWAPI2azicF+yVNh0KUZuOROiaOknYdVEe0OXLtO5Rh+5wMn8BAJFIIO67gcS5LMK7OiANtOabrFeeW3E5RkeBRx+1nsfFznpMqavHH6dNlslJ2ggdHS38jnoMw+G2eG1WZ2ZhcXTKlwoEIVvYp3FsfHZzM8qt7zc7mWn32RuVwWxDUy8cYC3YMjUGi/MMU2tUYyFhZVLRMkzb28lAamoiMVYRn5eWKLTJ6dPA009bF8G1ymEkljmZMMaEkvV9rQnOIDnLhqKiD+GDvwb50zsgYpuMJ147MWLN2pnZxCzL5DF/9iwVWAjgzjvp6OPsLL3m99NiyY6YWAmvF7PwEVrvOWyomOqVQ32I7/4FEvP9CM+cg9TTifjuJMTQR8q4cYN7VF4fH6ffi8N2WB2XPOC1BJQ4jFpd2I2MQCQSFPv1eOHn8t+r7VlfgJk4tpbYSfR0QbRPAsO7jdtcpeq+FHGgkoKClfHe7PRC8XN3c+FnZ37SC0/nZr1anPw2DJHRbvRu2Y+hL/QDVk6ZAYV1oZe8upgS21YoRHvkL72U19UVlDwVExO0N/B//59+dGf/J9ycfQcTSwLL8OG5zK/h550T+MLqL3EokqKbHxqqCSEYgPacViRajgTuQuLEryGLfkjHgfjhG4gNTLrX1tyyf70iaOpQduSK6CZ6lH1pJKfopyTR64ZUW9BSsGujq9uukpQ+lyOHASVX0iuv0N8nkxQnu/jEKmC9nSkPaGwMeOEFCjOZTFJOJTfyF0SjiMkyooEg5LTY2GS98tyUcpSax8XOeiwazT9H5aS2+juccMLyiP1agJvitdWcLUZhcTTKN7Ljd5B4XFjfI/H4+Fw2RicTzBxXnJoPrWxo6oUD9LotU2OwOM8wtYjXJio9w/TAARrgP/pRioN79Sp9Npejv5ufp39qb2s792RFLFMbHHrXd0BYLVnftznBaRa1zYdgLALdSBaleosYtTOzcl++TLEHUyma6G+5ha41PAy8/z4Zz8PD9urZCa8XszZmJXyEntelw4aKYTcXArEHPoxo788hpwIIiiTEvb/uzFigd4+jo8Z1YzYuecxrydYwaichsMnnLH+vBXHMcmKnStd9KeJApQQFq+O9Upbi0wuVjqtZrneU2/VqcfLTHiL9EPuGrH+XUhd6yav1nktxHVixNVIpfKT/GrraQuhsl3BtuRmAtP724iJpfnNzANAMObcJ1/370da0hEX4kMm1YnpxCKev3opvrz6LQ/G1Y/5es9/00JvTACCRQKpvCIkTv4ZLPfuQfMOHSOsEEs+8gehdr0B0uTjGuFV/XhE0NSg7ckVIIP7VfiSemEQ4tECP8qv9xklhncApMbOUMVDddotDNNx+O/D66+YnVq22M+UBXbhAwv/0NH3+wgU6tVTOaTatdrn2moC+2e8p7DTgUtdjskxC4uxsPjyR+juslkGvzXrMfi3ArTHRSp1ZWfuoypcKBJH4XisuvTeH5LV2RIZbrJlUHh6fy8KsXZk9W7vP3kwHCYVIl+nspN+VDU2DcIApdW6h8mqDAYvzDFO7VHOiKh7c9QzTZBLYs4c86H/rtygx6OQkTfKSRGfCOzvpOnYNH7teEEbXd0BYLUvftzG52i5qud4iRu1Mr9xKctCeHvrOri4SED/zGWoLxc/BSjmc8Hoxa2PlfocLBrJhN4/FIKJRiHKNMivYCa2hdW2PJg+yPDh/nBoAACAASURBVIxaXdjZECpNv9dEHDNN7KTg0bqvGnYGUS/E1fS6h5KNya/sIVKpi+Lk1Zcu0c/xcYrFaoQVW2PtM+kzi7jpwicwkvoYSJjPAaCg80q0PqIJOTRjNtOOnL8ZSyutWG1uxQfZdvg7Mjja9j9jf9SXX7jWitBg4Lkrj0wji34k3/AhPTGL5PsXEfa9D/mDX9IpvrXPuXKftVJ/DuFI5Ir7b0b0nohmuDVXcFLMLGUMLG67QOH/33jD/MSq1XamPKDt2yl8Y18f7dxt316boR6c9hC304BLne/MvsPs/VSKcmC98gqJ/Oo2Wws2lBtjotXnZjUxqhCQf3IK2RevIZkMU4ithU0Ih7sbM1R5uesqq+8rmOkgO3ZQ/oCWFvo3OEj2lEEfHBkVSCRsnIJgTGFxnmEY6+gZL9GovmE6MEBZ2dNpyuD+j/9IoU4AOgZ35Aj9367hY0c0sTIBlqkalK2f2DCsbBXVbXFJq9zKd6bTeU+lgwepLZSa4LHc+7DSBpyoq0qLBk4YZXqoF2jl1o0XRM5ysLpIcToOo4E4ZrkP1Xrdu4ETuTdUuH7a3cve1lYnv7VKEsEgxHAZ5S9OXn32LDkEvPUWJSk/csRaoki9eUB1EvDyczfw3uzvwLeSBtAGEucBRaBXk0MTmn0taAo0IdDcjMUlCT4fMLfkR6Bbo7t5MUSCglkYPCEQjAlIx4FIKIPkmSuINF2GNDuNYOf7wNuXyDHDqlcqY4hT+3MiJNwX5QF3xEwrY6BWuy0WuRSc3PBUPyCfb2PM+Vpq6254iNttwKXMd2bfYfT+yAjl83npJToK5feTKKm02Ua1oew8NytrkVQKwRM/gTS/F5GlG0gigsjSNUgr+xAM+t25By9TyXZlNianUvn8RBcuUPsPh4H77qNwfBrlqYU9q1qExXmGYaxhZLw8+KCxYaokahsepgzu6rjVQhhnHAfKD0VjdQIsU1itpH5iuahW68ls0WxnUa0XR18dg9Bu5ZQrelppA04Lq16hFAuqeIF2+HB5dVPrdWt1keKQilLY3bTFMcvX9HLdV1Os06vD4jKZPM+KnXb3srdwpUNaKcmrjx4le2Jpif5dvWo8tlmZB9Y+kzr3AY4t/CcEVydwtmkIvlwGGbTSZ5pyaGrKIZcDcjkKddPaCohOCXfeKWFyMh/y5pZbCqc/V+rDSSyWbb1rPJlCOHIF0ukk4u3HIFZnga5Bql/1TXv5nmuAqu3PlTJGuyU6GY2BdtuX0xWqvl4gkG//Xh2ztXBTbbNb36XMd6WEAFm759S7lyBfyCG4koJovQZ0dOTbrJdtKLdxsp/IMkTrEuK+/w+J5hjCLdcgdQ0gfmAKQgw4V2bUyD5wJduV2ZisvD8xQaEzJyZIqO/o0K3ARt2zchsW5xmGMUcx2M6fp9F3aYlivaqNF6uGqRAbj53rTVCXL9Px9XJD0ZQzAdqc4V3TT0q1NKzUk9mixu6ixyk3LyevaaUNuFFuL2DXgtJaoB07RgL9sWOl1U091K3VRUqZixnHNSyv1r0XxTq9Muk8T/YcUmG02VFCJelOecob0SjwxS/S76dPa8cZLsbKPLD2GTl0C7KnW5DxdWAwcwVXpDAWc21o9rVgZXkVmwNpLK40YampAytoRXMzsHkzsLAAfOUrFBI/ENBIBWEnf0Wl1QWbzyoWA6LhVsjfeQfBTa9AnBkjYb67G7j33o2nEbijlEXF9+dKHaMrLWaW2r6crlAvb6BaoRonbdU4MeaZfUfx+7KMkcv9SLw5iOzsNKTcCuJdzyPWG8i3Wa/aUJWilHat9SzXxoXYvmVE/f8KuWMIwZv7IO7+iKPF9aJpqUkl21W5YZ9KuCRTGizOMwyTR88wUgy2a9eAlRV6raUF6O0tHIlLNUy1JihFCHQiFE2pE6BXZvhyy2FUT1aOupWy6HHDzavcxDdW2oCXw0eUil0LSm+BNjBAp2RKrZt6qFurY1yJY6FrGpbX6t6LYp1ZmTTKxZ5DFiihknSnPK0TPb29dCqvlESRWvPA2meCSz+HND6EyJU5oHkz9veOY2HzNvTMXsTK/CLGrwls2pTFezfCmMhtQZMkYW4OuGlgBVdOz+PrD7YiLYmN3c1KfVTL9ijhWYmQgPjyISAxA+wbor+7917g0KGyrstUmXLG6EqLmV5sXzXhultENdW2Ko15qUAQiXO7calVQhJRRFo/QKKlF9GbkhDqNltNG6rW2pLes1TGhccfh0AKYuEUML8bGB117Fl70bQ0pFLtymxMLmHMbvQ9K7dgcZ5hGMLIMFIMtuFhcgtbXqZErjt3OjcSF09QToeiKUXY9cIM71Q59OrJ6lG3UhY9bngRWb2mTQ9Y18tdTexaUEYLtHLrpt7q1mFc1Ri8VPdeFFNKKFMwkII0m0EkJJCcaGXPIS1sCj66U144BeHEiR4r88Basu34wVkknu9CeGkFUmc74gemEH35Fxh/7iKmAn78y/Sn0LTZj/n5TZhbaEY6k8O51+ex/N4sDs6cwOe+thsYLhIdrCQmrJbtEQgAs7MUNmhiwro4Z1an7GJXe5Q7RldSzPRa+/KKY49dqqW2VXHMk9MC2V27kUwuIN3TgmRzL8J35iD/520Q+zoKP1wNG6rW2pLZs4xGgb4+pOQ05MksgkutNK879Ky9aFqaUql2VUrYpzIvydiHxXmGYax5DKoNtkyGEnzefXf5I7FR4jGnjW07E6DWDN/XR4aS4gFQCdy2NFw46lZ1SvCArXvsWFDsDuE+Op5QTnU3zztaeXFcsVumkRGIRALxG/1IXNyN8K7dkAa2clcpxuZ4ojvljU5DOHWix8o8IARinxMIf4Qc+6JRICS6MfL/diMxew+uzbTg9GoUN6ZasbK0gMxiG3KrWaRXgLnVDF453YW7j/4colh0MKuPaqkLigh04wZw8aL9hJZGdVonc4rnx1UncWKMrpS95aX25RXHnlKphtpWypjnUJ6sYBCQBrYiciiD5IUMIttbIQ23IjjkzK2VRS22JQsOXyNyBIm3diObWYU02Yy47wZiDs1vXjQtPYXZmFzCmN2oy2q3YHGeYRhrhpFisBUncy0HI4+AShnbegZc8QwfCAAnTtB7x49XznvBbUvDhaNuVacmXScsUo46YMeCYncI9zAY95zobjXhaOXFccVOmVSL5ljyZUQHd0Ju34XgA38AEeK+sgEb44nulBfdBBy3eKLHYJy0M4Sq+9Lx48DhgUs49lYEl6aaMLYYwnxzG3IrK9icmcTK6mYsZn3wZW7A71tCy/w05FQAQmveMaqPaqgLxSLQ4CDQ3g488AB50TtBjc8pNTGuOokXx+hi1J3ZK+2rHuzPSqttJWyMO5UnK9/MWxEebPVWM6/FtqQ8y1AIuHCBfqqe5XoYoWYJyekAIn1pJM5lEQ0E4cQd1cKw5TUaatO5BmBxnmEY64bR6KhzqxMrHgFuG9tWNwf6+kiY7+kB3nijst4LlbA0XDjqVlXq1XWi0uoAu0M4j4Vxr5zu5uVckxvw4rhitUxFi2Yx8R7EYC+QlgFHlph1iMXxRHfKC1mcCw3GSTtD6Ia+FMrg6DMzCGRakFzuQ6a1A76mFfhX5rBHehvvNO1AoHkRWakVw4EZSD2dCIqkcfx7rfqohrpQLAJNTJBAn047+z01OqfUogOrI3hxjFYwimtdTerV/nSTEjfGncqT5dlmXottSQhgxw7azW5qolNYn/rUeqUWhBESLUiuriC8qwNyWjhmOXn2eXqQhtt0rgFYnGeYeqJUxcWKYeT06qSUmPJOKkp2NgdGRuj3N96ojvdCJSwNF466VY16dJ1oWHWgzrA47pXa3byca1Jz/PbiuKJRpg1Fr8VFc4UpZ7rWnfLM5kKDcTIFYWsI3dCXLmRwe0sG6ZlFRHyTSGaaEN1yHcGZUXxx9QeYkXw4lvskss0+SKEI4rdNQtz766W170qrC262Z0/sBJZHLTqwOoYXx2gv20P1aH9WghI3xp3Kk+XFZl6TbSmVAs6fp83dCxfo5/nz9LoQ2mGEBlodN508+Tw9RknDaB3M516HxXmGqRfKVVzMDCOnVydOH2O0i53NgViMvACMyur2hMWWhj3qzXXCSntlo8n7OCSCpSZSkEenEYxuKgij4tlckzXsnqNd9BpcNFcQJx637pRnNBcajJMyhC0TJhgEpJUlRLqXkFxpR2RbK9ouruKzt57DsTNhhLsAqc2H+MBZ7Ju6DszPY3/zVcgtWxG8cxdEf8fGizpSAS7glghUw/1eDe/FeQyv75ZYtD/ZZCvCyphXj3myjKi1tYzSNycmyHNeOYW11jcthxHizuE6tofROpnPvQ6L8wxTDziluBgZRk4bPE4eYyz6qKUcQYEghNX7MSsrT1jepJ42NMz6XwXaINvKDuCACDbygzNIPDGZf9Rf7Ufs/pstXb4qmkY581OVG51h0Wtt0Vwh3N4AMmwSBuNkEPZMGDE6gvjUa0hM7kIYEiT/Lupr55ewf18S8vi7CAZSEC2LwFInMDgI8cEHEP0ScOldoMlD3rxWcLo9e9m72Sa16MBa19SCAGtif/KyoUTMOmM9dtZaWstY6JumUw13jopgaxhV5vOxMToRsX17fj4H2A52EBbnGaYeqITi4obB49QxxjXs5QgSiO/4HcTwL9buR6+sdbQAZTyMUf+rQBtkW9lByhDBUhMpJJ6YxKUrEpJTa8m0nphE9J7Iuge913JNljw/eaDRmRa9lhbNFcJNc8S0SRiMkwI2TJi1MTWWvYRoyzOQe/cg2PsSxG/9EYAHIcbHIZ56CriaBt5PUj6aixcpcfyZM0BXF13HS968VnCyPXvNu7nMjb5G3Yvz5KZ8jQuwvGwok3rLk1VPWOybulMNd46KYWsYlWXg8mXghReATAa4cgXw+YBnn6WQv7w4dAwW5xmmHqiU4uKGwePEMUaUmCMINyP6wIMQaYv3o1VWry1A6whPLgqriV7/c6gN6tU328ouUKIIJo9O06OeCiC90orkFBAOLUAenS4IbyOQgoAMIAio0mxVRdMoZX7ySKOrBQdNr+FWnVluEgZ2SiwGRMPaIaEKUI2pIpOGmH0TaD1Arw8PAx0dQEsLFSSVoqP7HR20YG1rA+bmgFtvbdzGkkoBCwvAyoo3Oo9DG32Nthfngf1RfWpYgOVlgwOYdcZqdFZetBDl9E3uHBXF8qMKBIBz54DmZmB6GujrI0eE7m5gZoYXhw7C4jzD1AOVVFyqYfBYuL+ScwSlBcRwGffD6o0reHpRWE20+p8DbdCovtlW9g7B6CZ61H1pJKfopyTR6+uYdJ6KaxqlzE8eaXQ17qBZFdyqM1tNQs9OGRmBSCQgslnguPbEkkoB8sIWBDN+CCtxjc+eJU/5uTlg0ya6wMAAedM3YmNRjz9TU1RPBw5Ur/M4udHXQOKbR/ZHjanR3RKrJlsDNbfahxcthZTaN51aU3PnsYylR5VOA7t20TMRAlhdJTtnaanqdnq9weI8w9QLVhSXWp6sTO6vajmCWL1xnJpYFHqJMtugWX3z/pN3ECGB+Ff7kXhiEuHQwnrM+XUPYIudp+Kaht0dAQ81uhp20KwabtRZ2U3CQt/I6ysdkK59BXEpgdgBk7jGfX3AiROU9C6dBkIhEua//nX6fyOhVcfBIHDffcDQUHU6j1MbfQ0mvnlkf7QusWKyNVhzc53UhIUTUyVfnBctjuHEmpo7j6OsOyz0DUEcOpSPOR8OU9JftVGWydCpuVSK236JsDjP1DwPPfQQWlrMm/Jjjz1WgdJUGSPFpR4mK4P7M5vPXdXQWb1xFF4UlkAZbdCsvut6/6kGNyxj99+M6D0R7YWmlzuPnR0BjzW6GnXQrCpO11nZTcKkb2zUV8JIbPkKovd9ADHUt/GL1GPuZz8LHDtWaF81mjAP6NdxR0f1OpATG321Ir45OJ95Zn+0BudoKxiZbLXS3GqFkR+cQeKJyfzw/NV+xO6/2bkv8LLdVYuUs6bmzuMoGxwW/AnE7h7M2zlA3iibmACuXQN++MPa1Zk8AIvzDNMINMhkVdUcQazeOIZnFoW1Rolt0Ep9W47VXEvU8IalCAntZ1BPnYc3PZkiymoSJn1DW1/xQ+4Y0v8eZcwdHgb27+e2Ws3xR0/EdWKjrxbEN4fnM0/sj3p9ji5z40DPZKuF5lYrpCZSSDwxiUtXJCSnAoj0pZF4YhLReyLO2bH1ZHd5hVLX1Nx5HMOyw0I0CoyPA089BVy9CrzySt3qTJWAxXmm5nn44YfR19dX7WJ4mwaarMzmc9P5vk69dGoJTywKGwhL9W0hVnNNUa8blvXWeXjTkymi5CZh0jdK0leK7YVGb6vVGn/MRNxyN/q8Lr65NJ9VdX/U63O0ixsHXm9utYQ8Ok3L36kA0iutSE4B4dAC5NFp58T5erO7ahnuPI5h2WFBCDod19LSEDqT27A4zzCNAE9W1vC6l04DwU6zlcWwvr2+SC6Fet6w5M7DMNoY9A3b+grbC9pUOv+R1fmpnM0Tr4tvLs5nVdtz8vIc7bJN5PXmVksEo5to+duXRnKKfkoSve4obHcVUi1HN+48jmFLOmKdyTFYnGeYesLNY731Tj0KkDUOOyJWFt369vIiuVS8bkiWu7DhzsMw2hj0jXV9ZXwBQch0dBs64jLbC/oYjT9Ob2pUan7ysvjm9fmsFLx8TxVoc15ubrWECAnEv9qPxBOTCIcW1mPOuxKake0uYmQEqaM/h5wKICjSEPf+emU3rrnzOIIt6Yh1JsdgcZ5h6gUrx3rDYWB0lCatRkxWZoTbxjaHy2FqFS8vkkvFy4ZkJTxyeTxiGE3EKIXwMux/9bhhiQoMC25salRyfvKq+Obl+axUvHxPFWpzXm1utUbs/psRvSdSXzmTvEoqhZHHX0Pitb3IzsxD6ulE/NpriD1S4Y1r7jzWMZj4be1z8KaII7A4zzD1gJUFj1rwOX6cj2AX46axzcffXYH1xQrh5UVyOXjRkKyERy6PR4yXqebAbqX/pVLAwgKwslJXG5YVGRbc2NSo1/nJLl6cz8rFq/fEba7mECHBonwFSI1PIXF2Fy5NLiK5sAuRpetInN2F6PgUxD4b9c8LvMpgYeK3tc/BmyJlw+I8w9QDZgsePoJtjlvGNte9K7C+WGG8ukguF68ZkpU4wcPjEeNVqj2w6/W/8XFKeHb5MnDsGH1maorKeOBAzYtzFRsW3HKCqNf5ySYpCMgQCEIzGFNt4rU5WoHbHMNsQEYQWVxEEhGkkUUSEYRxDTKC1sekatsBjQKvBzwJi/MMUw+YLXjq9Ai247hhbHPdOw7bE1XCq4vkesLt4/I8HjFexQsDu1b/m5gAnnqK+s2JE0BPD/WdSIQ+f999wNBQTfefig0LbnocN/j8xHpWFWjwNscwxQSHOiDt3oXI3AdIznYh0j0HafcuBIc6rF3AC3ZAo8DrAU/C4jzD1ANmC556jBntFk4b21z3jsP2BFO3uH1cnscjxqt4YWAv7n+ZDHDtGnD1KnD6NDAzA1y8SO8p5evo2Fi+GjuSX9FhgT2OHYf1LIZhvIAQQPyBMBJ9vQjP34DUeRPiR/zWxyEv2AGNAq8HPAmL8wxTLxgteDg+YvXguncctidcosYEpbrFTfGKxyPGq3hlYI9GgSNH8r//8IfAL35BymcqBfj9SM3nIA/sRzDjhyguXw26MFd8WGCPY0dhPYthGK9AJqwfsuzXN2H11htesQMaAV4PeBIW5xmmnjBa8LC3UvXguncUtidcoAYFpbrGjnhld1OFxyPGi3hhYC8eBw8fJu/55WUglwNaWzGycisS07+L7JVhSD17EB8V+aGyhl2Y3RoWeM/XfVjPYhjGSxiasEbrDS/YAY2ElYmfJ/GKwuI8wzQS7K1UPezWPU+GhrC+6CA1LCg1PKVuqvBcwHiRag7sWuPgsWPAbbcBL70EzMwg1dSJRPZeXOq8GcnsLYhkOwuHyhp3YXZ6WOA938rAelaDwusEptawst7gBV5lMZr4eRKvOCzOMwzDeA2eDC3B+qJD1Lig1LDwpgpTh6QgIEMgCKCirVhvHNy7F7jrLuC99yBfakU2vRXJuS1IN7VvHCrZhXkdHp4qC+tZDQavE5haxOp6gxd41Ycn8aogVbsADMMwjAr1ZPjKK/QzkaDXGcYN1IJSINDQglJNobXIyWbpdYapQUZGgEcfBb7/ffo5MlLBL9cbB4eGKAb93r0IfvxmSN2diNzSg4Bo3jhUKi7M27YBBw7QzwZ1YebhqfIIAQwPN2Rzayx4ncDUKrzeqB14Eq8K7DnPMAzjJRrJi5mP5HoDPhNfm7CXLlNHVN1Jy2gcXHNLFrKM+Cc7kXimGeHAMqQ238ahUnFhHh+n34eGKlB478HDE8O4RCOtExjnqebai9cbtQNP4lWBxXmGYRgv0SiTIR/J9RZ8Jr724EUOU0d4Qm8yGgeFAEZHETvxJKKBFshpgeBnPw4R27/xOqOjDT+/8fDEMC7RKOsExnm8sPbi9UZtwJN4VWBxnmEYxks0wmRYdRdJRhOO8Vh78CKHqRM8ozfpjYOqeUskkxCRCHBsBti/s/DzPL+tw8MTw7hAI6wTGOfx0tzE643agCfxisPiPMMwTAm4eiqw3idDT7hIMkydwIscpg7wvN5kdd7i+a0AHp4YxgXqfZ3AOA/PTUwp8CReUVicZxim+tRY7PGKnAqs58nQMy6SDMMwjFfwtN5kdd7i+Y1hHKPGlgeVpZ7XCYzz8NzEMJ6HxXmGYaqLF+Lf2WD9VOBYBskLGUS2tyKRaG3EE+ul43kXSYZhGKYaeFZvsjpv8fzGMI5QY8sDhvE2PDcxjOdhcZ5hmOrhpfh3FpFlIHv5AyRfWEA604LklRWEfR2Q5a1eLbI38bSLJMMwDMMUYXXe4vmNYcqiBpcHDON9eG5iGE/D4jzDMNWjBuPfBQMpSOfOItIsITkdQKQvDelcFsFAJwBvltmzeNZFkmEYhmE0sDpv8fzGMCVTg8sDhvEGZrGgeG5iGM/C4jzDMO6jZyjUYPw7kZYR33UWiWQ7wmIV0moz4rtuQKQHweI8wzAMwzAMw5RODS4PGKb6cCwohqlpWJxnGKZ8jHbpjQyFWox/FwwiNjCJ6CEZ8oV5BLd3QgwEecXAMF6HM8sxDMMwjOepxeUBwxjitg3KsaAYpuZhcZ5hmPIwEt+tGAq1Fv9ubcUgEgmIwV5eMTBMLcDeRAzDMAxTM9Ta8oBhdLFjg5Yq4nMsKIapeVicZximdMzEd6uGQq3Fv+MVA8PUDuxNxDAMwzA1R60tDxhmA3Zs0HIcSTgWFMPUPFK1C8AwTA2zJr6nxmSMXe9GamxNjJdlel9tKAQC9WUoCAEMD/OqgWG8jtYmoXqcYhiGYRiGYRinsWqDqkX8V16hn4kEvW4FJRbUtm3AgQP0k092M0xNwZ7zDMOUTjCIkYkwEtO3IzszD2m1E/GJScQU8Z2DRpYMh8dmGIdgbyKGYRiGYRim0li1QZ0IS8MnuxmmpmFxnmGYkklBIIE4LuU+QBJdiOTmkMBHEIXAujnAhoJtODw2wzgIbxIyDMMwDMMwlcaqDWpVxDfz3uJYUAxTs7A4z9Q8Dz30EFpazJvyY489VoHSNBayDGRDYSQ3b0G6JYNkVyvCoZaNm/xeMhQ87pLO4bGZhsXNvsmbhAzDMAzDMEylsWKDWhHx2XuLYeoaFucZhimZ9U3+4RYkky3eiBZhJPDVgFHjxKlGhqk5KtE3vbRJyDAMwzBM4+JxZyHGYazYoEYiPntvMUzdw+I8U/M8/PDD6Ovrq3YxGhLPRYswEvhqxKjh8NhMw1EjfZNhGIZhGKZsasBZiKkSeiI+e28xTN3D4jzDMGXhmWgRZgJfjRg1ntvwYBi3sdo32cuMYRiGYZhahh0SmFJg7y2GqXtYnGcYpmw8ES3CTOCrIaPGMxseDFMJrPRN9jJjGIZhGKbWqRFnIcZjsPcWw9Q9LM4zDFMfmAl8lTZqyvTy9cSGB8NUArO+yV5mDMMwjMfhw12MJWrIWYjxGOy9xTB1DYvzDMPUB1bE90oZNezlyzD2MOqb7GXGMAzDeBg2+xjLsAc0Uw7svcUwdQuL8wzD1A9WxHe3jRr28mWY0tDrm+xlxjAMw3gUNvsY27AHNKOD2ydw+IQPw3gXFucZhqkvqu1RwF6+DFMSugsG9jJjGIZhPAqbfWXQyEphtdcrjOdw+wQOn/BhGG/D4jzDMIyTrHn5pkI7IV+YRzDUCcFevgxjiOmCwQEvs0bWABiGcRAeTBgVfLirRFgpNIbHmYbC7RM4fMKHYbwPi/MMwzBOIgRGdvwOEscnkW0CpItA/FP9iLHlwzCaWF4wmHmZGSxkWQNgGMYReDBhiuDDXSXASqExPM40HG6fwOETPgzjfVicZxiGcZBUCkicvxmXBncieSGDyGArEudbEU2x8WMb9hpqCBxZMBgsZFkDYBjGEXgwYXTgEOI2YaVQHx5nGhK3T+DwCR+G8T4szjMMwzjI+npjohXpplYkJ4DwIK83bMNeQw1D2QsGk4UsawAMwzgCDyaMAQ0ZQrxUJwpWCvXhcaYhceoEjl6X5BM+DON9WJxnGIZxEF5vOAB7DTUUZS8YTBay3CcZhnEEHkwYJk85ThSsFOrD40zDUu4JHLMuySd8GMbbsDjPMAzjIJbXGxyyRR/2Gmo4rCwYdLuMyUKWNQCGYRyBBxOGIZxwomClUBseZxqaUk/gWO2SDXnCh2FqBBbnGYZxnUbToU3XGxyyxRj2GmpIjBYMhl3GwkKWNQCGYRyBBxOGcc6JgpVCbXicYWzCfk0MU/uwOM8wjKs0qg6tu97gkC3mWPUaarRdnwbFUpexsJBlDYBhGEfgwYRpdNiJwn14nGE00Fv6cJdkmNqHxXmGYVyDdWgN2LXBGmZia6Pu+jQglrsML2QZPsa3FQAAIABJREFUhmEYxn049ArDVByjpQ93SYapfVicZxjGNViH1oBdG6yjJ7byrk9DwV2GYRiGYTwGh15hmIphZenDXZJhahup2gVgGKZ+UYtqgQCLagDyrg3btgEHDtBPdm2wh9auTzZLrzN1B3cZhmEYhvEgQgDDwzwhM4zLWF36cJdkmNqFPefLIJPJ4Pnnn8dzzz2H999/HzMzMxBCoL+/Hx/96Edxzz33oLu725XvPnXqFI4fP4533nkH09PTyGQy2LRpE4aGhvCxj30Mhw4dQnNzsyeu++677+LZZ5/Fu+++i6tXryKdTsPn86Gnpwfbt2/HwYMHcdddd6G1tdV2eRlvw0fsdGDXhvJgV+qGg7sMwzAMw9QYnBuIYRyBlz4MU/805XK5XLULUYskk0k88sg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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 372, "width": 755 } }, "output_type": "display_data" } ], "source": [ "ax = lc.fold(period=3.0712).scatter(color='red', alpha=0.5, label='Original light curve')\n", "ax = corr_lc.fold(period=3.0712).scatter(ax=ax, color='blue', alpha=0.5, label='Motion noise removed using SFF');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "VoilĂ ! Correcting motion systematics can vastly improve the signal-to-noise ratio in your lightcurve." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 2 }