{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial for Clathrin Self-assembly Simulation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 0. Introduction\n", "This tutorial will guide you through the process of generating input files, running simulations, and analyzing the results for a **clathrin self-assembly process** using NERDSS and ioNERDSS.\n", "\n", "\n", "Clathrin is a 600kDa trimeric protrin that can assemble into both flat and spherical lattices in vivo and in vitro. In vivo, clathrin assembles on the plasma membrane and mediates endocytosis. Clathrin does not bind to the membrane directly. It binds to an adaptor protein (ap), which then binds to the membrane lipid PI(4,5)P2 (PIP2). Therefore, for this simulation, we would need to include three species: **clathrin**, **adaptor protein**, and **PIP2**. \n", "\n", "- In this model, the Clath + AP2_on_mem/pip2 is 25uM. koff=0.03s-1 (Clath + AP2_on_mem/IL 25uM)\n", "Clath + Clath is 120uM. koff=10s-1. (Clath + Clath 120uM)\n", "\n", "- Increase Clath + Clath if either molecule is bound to an AP2_on_mem/pip2, by a factor of 11.\n", "\n", "- loopCoopFactor=0.001.\n", "\n", "- Add reflecting site at clathrin COM to prevent passing through each other.\n", "\n", "- length3Dto2D is 30nm for all binding reactions.\n", "\n", "- The volume/area ratio = 1nm, ap2 concentration is 0.2 uM, and clathrin concentration in the solution is 0.65 uM.\n" ] }, { "attachments": { "image-2.png": { "image/png": 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h1T61c0MJXni6HmUl8ThuQiV++Wsrxk8yFj3V0CAxWjg2lj0M7cb4WMM7ocdLarRsUNYRdLlyHUqum8lj7BXLNTAvv/xyXHvttarzj0bToO1IBGUoGH+kS/6r3paFHc+9ioJVGzHsmDL8+o7eOOu8HnA6dDdrDQ2N1g/DQDAWmabSRyuT88b+4Q9/wF133aWmxTOJVeOnow2p0CRK8mQYQY8b1atWIfe5f8E79x30TXkHvccsxZyd/8KUNS/C5W9Q12poaGi0VhieEEPukTBpaZ533nl47LHHlGVJq5Mwr9H46Wg7hClaFJeXDAR82PX5Fyj4vydQNmMmyhsqUdXrG6wqfRcz172PqSvfQlFlXuQmDQ2NlgYaROFwSAX+MK0o/jVGe7ec+PVmqjjtDvzm1tvw4F8eVL1jndHRikAPmSwlLdmExSTdm9YtK33DYWOcqSob/BOBb5QRLpd3ZOLaZgizvj6ABQvq8f7f52Lzf9+Ea/lK+Bvqwf6wXknkYCAMT5kka0UKkmOTjZs0NDRaFCgIQ/CpzliGyKYEF4HIsdOU5o2gLSeShRHCNituuOGXGDh0sBAf12Ldm1aNLdGDwUhaeZaFY9SZ1kxzdSYSji4M5Yh0RUWKcZQt4xoh+SMVxzZDmFs2u/Hic+sw/bWFKNteBbdoH36HHb1u+RUeuu8tPHfne3j8xtfwp6ufRWqC4arQ0NBoWWAfBGvYJiGolkdTBGqxqpVfQhSSLUB4txiELAiKCGd/bhJKSlKqGh3AJBLqOyyEhHwssAv3khJIrjaV0gYZHR2YHgRuSfjKorQIQUrcaABZ1XlTsToyaDOE6fN5UVPjw3bLeXg/8e/4T5/B+OASH/7rnoqY9Hj07T4Q44edhoGZA9SKERoaGi0RIvosYQRFcBftCmL653589JYPH70dwsxpAVRUGG45DSE5q1iSoRACFrHJc3JR8ta7KHvlZVS++QZqV6xUQ0wOFaKiyP8h+P1h5OVZkJUVRHUNyenIuTv3hyLJCFnyW5av9OKDNyz4QMrCRx8E8cnHYWzZGlGhwkeGykSJ+27pe/rpp9X6aZw5omWD5jm1oRAKCr144bkqfD0zCrExxXBn3IvksSvhqg/ib5NfxsmjL1JDBjQ0NH4YOTk5uOWWWzBjxozIkeYDXYi0lixWP0IhGyrK/XjzlUpM+9wJfzBeZCHPiXYvVT3KYcXPJltx7a+AmBi/SLDovfLc9DrukWjckYM8LrsUFY0v2X/f/E3seUQEhh2zF8qCE7IK8pki0LlQOOe5kN09N1Oyqt+NH/wTwOfRYa1EnhAE41S1ZROyn3wG4aVL4PT45BqJGdPKZkdU717octfdiDvzJDluVcvN8QnGt8hzJM25Nq/NYkNRUQP+928L5s8WhcQaBYtd7E1rGIMGhTH5ahtGjbEiyinXBuW9dnmO+ibjA4PsPMIF0+UYJwLZ8718DcETat+4fu9x2eW+eb06YR4QIpRnWcJB5Od58Ye7C1G4s6fBiw65hlu5zC7KwiknW3Ddr4Fu3e2SJWy3FWvZIpHd++B9QMr79NNP1fCbCy+8MHJ0XyQnJ6Oqqkqes+8z+NpWC4MsoczzlYu9WDTPIZUqBqeeG4vBI5xSyWxI6xSF1A4ZknQHTjwNDY2jCzpbKcQp1At3uXDf77PxzmsxqHelwCsCOiAcEBDJ7hN2qnEF8erLQfz2eg/cPhuFAO80/rjf2BcZkQ9ySkERGgP35Trzt/CC2vJZZrDIg+gSNoJczPNE5BJyRFjEp13iZQvKnhxQRCQkGlbtarTMzC0j1URB3meVdBC7EvmzZ2DVDbcgPGsqnDW18PpcCPl8CLm98DU0oG79emTf8RuUP/ms3EPL3PimsNwbYtqIhcrFzL/8sgjnnFCBqZ/bUOeLgku+p8FnRY0PWLbagntuB/7zTBBllQEEHHSM87vYfijx4fdZvPKb3854MX14XH6rRGO+0FLlGUkhulUZB3U9013SjWlnBnm3ERg9HzZuqMLk89Zj07p4eLyAT+5hOfAHbRLsaBCd6csvgX88BuzYQbKkd8Iu72seed+qLUwz6jTXp35Whr8/VgG/P4Trb7Uj2/csVuTPRLwjBs/d9gV6de4rV2rS1NA4FBxJC5NuP1oSldUBPPTnDZg3IxVOuyi5HCrhFFKUfxayGgWu1Hn25gzU2zFqhAs/+0Wi0W7Hs1K9KZgVIdIcJXhOTiiFmYfUtbRYG6nQcog0wmfTojCCeZy3kwoljuoRxn1xgQr0CK1FlMUtgp9X2eV8xPIy526NPNdq27cJyGrG7TARVmTMubGtKK+swOaXXoJz01akOKJgC0n8JI28QjQqBWSfZBgUoyGYEI8UsaSSTjwF9eFEuMIpokuEYA/6sLPSgof+Jpa7rY+ktURf/rNHB+UZJDirXCdpEgjCKsrJ5ReX4vy+qxEfrjPio/4Ly/NikGMfgXJbZ7krSg4yn4xvZ5uoShchaFqiIZVWvI3pLbKbW+OA/Me2WLpf+Z3GNe++uR11VQlwiNULa4qKIxxMQxaLgNwvVqUQaFiYdPIvAvjl9U50SJcLVAYeGHzuj7UwWzVhsmgYVmYYZWVuzP16l2RIACef1hUWex1Wb16ILh17YUjvEXA4oo1bNFo9glI5gh7RjqOtsDlbtZOkxeJIEiYFKXt1fv11AW69YSuiHP3htJEwReQ75By3Us2Nmi6MEHAg4PUbwmwfMoqIsn1l3J7DjaFIUYk+uVi2JAaKEvNWgxYptfnDIADu85VW+DHUOxO/rvmd7PN2Em1E8PO53AoOIFp/Euj25fO5is7GgAd+Ib2eFicS5ZxFhH+B34dKIbeAsIlV0onEaaMVJ78qrN2w2nkGdtgmwmOlLLTJebH8/PWIcg5AdFQ3WGxRsMaI9cl32QxrjVa/RQjM75N88LtxW/3NGBhaJk/kVTyvIoYCWy98GP937IgeLqpD4zzhdUwLI5DplAISSRsz/RhLpi23pueQ7w5bXGJp2uWb6Q6W59plR4LFxvSWa8WqpQcgLJYmxLp+5mUnxk+IlvibufBd8H3t0iXL6KuCLxpMRkYcLr+yH668ahA6d0pEp/SuOOeEy3HMgHGaLNsAKChZ0EOiZe9eW4bVz+1A+apaEbbG8X1BRUoqlAhiauUaLRtWa1B5iV757zoRdFFSn5mftKTUWclDQ9jSOAkFhQrYmcViFwkqVCDXWoU4rBZagHKhurdR4G9ap/sFWlgh2bLjTIjCl5JQ3kdZzRCS+0QWy3ljP8x75Dre44ALXQNbxRoLyOOl/FmEZEgCDHwry17jMqkO7g2kVPOPH0nBbx5Vu+pXZJfxj4QQ4yx/AUmTUNghZEjqlvhJGc/1+bFeCLNA4lMcDGC3kFyxJFi+PH+LNQmz7ROwytoXteES+IJ58AUK4A/uVMqI1epQacz3hcVaU309VEIIQcmrWYM4VWQQMZjpuBguS4Jca8SaxjLd0T18BZjofkMlGAlvb7CpQIJW000yUZl9JDoJBjkaiW9cL7uRhLJInlppsUp8bEK0zANak+o+tqXSeuWlJFI5FpT3bN7oQkMDh500D1o5YWq0G1CisfIGRDgs340FT6zE7pXlUpnkIOtcIyiBZVY6XcRbAWzwesNYubRI8k4IKMQ2Nr8IR8lDyr6A5KZfhKVsERBhyUbNoFCF7AdlX3Qmwy1HYUphfJCgeug0QbAHPegQ2C7FS6w0JbFFcKuyZgZ5X+Mg/zUORuk0/sgQvMc8qjrNqCORJ/F3JJC4+BnVQR984YBExQKffHy9pN+qgFuOh1Ar5KmC7DeItdngDyI3lIlsayYCocq9IbxLnueTN7C9LyAhongqMpKYqCCKJ7fyPNVBSK7eZBsLT5gdrcx4cSP/Wb1ICZYh3lut8uqggXnZOPhpHTYKkp9mYH6H1D3yDmoG8vHhgM/YV/fzOjnGciL5EpIyMX92KWqq3XIB07TpoaWJRiuBiA+pnxaxKlL7JKDDWXGwdRMRQrOjsTYvUA4+uZZtW143ew42T+XRaCqIYBRpGGLPRgpfkmXIIwJQ8k4JVTkk5EhzKuwXge4XsvC7RJjKNWJVqY4uYmGFfEK0cm6fwGOREG6iYPW5ERcokRhbhLMlSHlTMjsSFMc3CpTvjUPkU/YJPgleSQcjhCBfBjeDlF2XhAbZZ6gThaJCtqQ6KpFuMa7KxfpyC5kI5ZFT5Kyx9TNuoin4xLKTFJB6IPFvFBBmeyMtQJ/EW54u6U2FlGnN06K3RLZi0ZI8w5LmwQp5d1DF0QgSX4mHN+SANViNZN9GBCR9DhaCPs++we/dN/j2hpC63gghf+TeQL3sy5dKoqmyIHFlnINCpMEwOz7JeWoWTJ9mQJslTMMtQgcGt1IhJRXZfd1c9qs9wUgLCiIjTdi6QXel6s7fSkCyZCVg20rvE7ri/H+egF4ndQVXGtm/nYH+Jfa0q8yuwernd2D3knL5VmrQrPSt55vbC2hVsV4yF41elBToIjCFNINBEZQB2Y8I1IC/AYFgDfyhUtlWigCvkWsYqlUIBKokcGuEYMA4b/72m1s/r6uS38ZW7cuxPSHyHG7NYF7vC9ShXqxLw5qzoFbiXivlak8Qq6+OQfYZaqXs7ROCxnleV7MnBCSEUCX7VXK+Wu2HUCmhQn5XCGFVCjHQimyQ9/nluaoki0LhkXv8IudIzvJTBRImSTLEdkCyHmdPkqNmoGNXqDDym/VC0jokxBQQxUMRkuSDsDi3FvkNISoL0yVUhd1CrAUSpwJ5b5FsdwcDKFL7jG8tfP7cA4dAHrx+uoPz1dYIufsG397gk/N+3iP7Hn+O3LcD/mCx5EOdlAMpDyRJUZqCAZdYzaJGiOVssVeIssyvbx60WcJkBVSN2lLg1FYKjSJLydhIUWs3MBUGdhbwlPngU4O/JbC6yPHWASmqIlHZzhMdF40O3dIRnxwHq2jP6kRj0H0kQqNsZznmP7EcG6bskO9vXQpCewLVV4cjjI4dnVIzaVfRdnFLGRWLJlQvZbQ2QlrlIiyFKENlhuAMC/mJxUNhaQTT5Wj8DkbOBXmM+8Fy4xi3vEb2jd/muchxdU7eJe8Jhni8TH4zyDEJbolTPtIVqVULidUIYZDcqkgYQiCVUt8qGOQYic44bpBf42Ccl+vVNnLNnutIkjwnBMrzAeM3t2757ZH66wn50aAs8jAcojS6pIx7pIh7GeRYQMo7rUG7pF+UKBMhUULCIa/UDzIhZaKksVBtSDEjPTFi14bE0gw0CAlxK2kv5OQP1snxUpEfJUKgxSgUksoRJSZXrPs8Ia1chqD8lnQoDrmE+HYYQQiu8b4vsu/xbzfONT5vhqBcJ4HnPPKbJOmR4PJtV1tawpIie/LDyJsS9dsf2IWhI2MRH8+utM2DVt5L9uCgcFREIQUsf3YpohOd6DwhVYnWoI2eewra9gFaV9QRSnMrkPVsqVSRICY+OVCElBNha1BIp20tdxYSwcIOGBV5lVj/4XZ0GpGOgWf0lrzn4G2y7n4Eq/EdHMleshT4QRG0L/xrI559KgcOW0dYrQmSW7GSVSybVH59Uo49sIjVGRArJxCugN2aLmeoQpl5KoHSTGVvRKztkW57xZy5F2kllP+NI3uvIPiLzQByFXdVW6XxfLuQywD/IpzsfwtWUc78Spfbezevb9wTNNLUZ+ybxyKBKpzayn/GGblPrlfeMP6U69XUgHKBQ34mWiVVbDZlofJcDGctkzgUCnmWSLnn8YBcz2sd8gR6YDyIR65jBEpsA+TZDvUe1gWrNQ4xjv6y7SJpmShygJ155OWq0w9ThRaoECkt/ZAoJyhFgnsRhns/hkOIi7DLtdFybdAWh632idjqnKDuJVSWGLsqPSJ7xvv3pM++NlujW8wr5Tq/bOwSxxRE2SW+lsjQFRpCJHwheSpV4XAp/vPqSTjppL5wOg8u0/jedjqs5ODgZzG7awpr8PkvFkrBSsBlX08yEkAymTP5txcoy0pyOXt5PqZfsxSBZB9unX8ZopzRCNvaHmGarnhRR+H1eGF3iHqk1kAlYcpxCgSN78WRnemHxOVHXl49rr92OvJ3xkn9pACPlRyj6KfwjrRrgj2j64U085GaZsfoMYNVnRajy6jTFGdSxVWTgwQlmPmnxFxYXaO8TuqdPCYUwWMRBZuHjOtDan1JemDUIuN8B6+RZ9JLlSIW7mDfQhGgIQStfI/xTvVEFR95v5xjj1Me5W8SoQE5zxIq71NkKjcp4pSdkJAfOYTeIB5zuz0o2roVKQ0uZIqi30EIMlYuccuNJSH20rWili5XudgjxyvEyiuT59ULedJty++Nl/odtiWgytYddbYMBKyxiE7rBFtUHOpqOovp0BPWcLzEO0kCx5PK9/Jb2ZYslr7YsfCLtY1wEc4euRvdEyrVF/Bz2N3JZrXAbUtHsa0/fPIejjNVxEvIs5h+xq5cK2nK9DBnXeO9Jniet6n3y29K8GlTV6C6SojZlganrZc8O0nujZbzPEvr2G2QebAU51/UDffdfxK6ZKbu89z9wXTWhLkf2NuOlchb7cWzJ78Fd74H9+24GVFpkvjsqtyOZKbZbueq9iB3aRGcKQ70ObabFDwpvEIgewp3GwIrpVHpZCvCRf1S/5RIU9doHBxHdOICyRKLxc9hdPh6VhYe+ssqlJWJUmuJF2FO4ch89Mt1XrEsa4Usq5GSUo6//3My+vXvKuclV+UhFG5Gvhu/zZxWAi7yn3ENd9X/CupY5Pfeo5HnRLbGEf7HI2HYhKSixSomU5H0zHcq7HkegxED9dO8TnbNY8YbiMieVFU1pEV+B9wuzH3jLWx+5y30CgSR4XAgSpERhMCgXL1sP3RJ/bbZaOlZUC9Cr0p+17CtVPbpos20OpHusKBGhF6MkGWCNRo9TjkNI266Edn5YTz819ViKWaIBZcgpG+TdBcrVJ7BpixYhDDpug6X4Jpf9scVk/sgJTFGxZhQXyffGxTFJij3URllDHlcQe0Yv/i/IqDIMeM39xvBPC3/M8+XLsnFX/44FTU1KRK/NPnOGDljWpg+iVu9kGYFxk+IwT33nYoRx/RQZGyzH9yDyLzRhLkf+FnMdA6Kzvu2UDQpF4ad0R+QgkPlw9qOJmBXWazyPYyALyAWl+M7BUFDozGOLGFSoaN1JVaSJ4BvFxXixRdWYc0qEVhWKauczUWuYV/RcLgaY8al4857TsS4sX3AhZPbElR3FSFCtit+9ODDKPxgCtIqy5Amwp2WMeutX4jRK+nRILKtWIixOOgTI8CKNLEO2QOXbtkGOe8VC9Qrcq6HHI8S6zRXnpshZJIu1yalJeK4u+9B35//HJ9Oy8Xf/rRU5KJYmEiQd1M2iMyw0h1bL3tluOzyPrj5N5PQvbsQl51p3vzyg/0svKJErVqZh38+MV+21UqJCocdsHJMbMgHZ7QbJ53aCTfeeCyGDe8Mp9MY8kKvwcGgCfMAYNcea1BIUz44JAWIrg6bXQqiFBgHB9J+j8ne1qAyWJEmdVgOumg/yoLGj8ORJcyAUT9FqHOf01uWlLiwbHk+5s/Jxe6iGjkXRvdeiZh4fE+MGdsdnTuK4Bar6rsmSutGQEgw6G7Ai7++Bf7589HN70UHm01ZlOz9ymEcXLqQPWWrLUKKQoKFcoIyrotYVXTBuhVhcriH2GAi53rJ/U65tjAAxAnR0TZLsjmRkpyASY88hL7nXYysIhde++8SzJ6ei7o6JquQbEwAx4xOxtXXjsCECX2QmOBQLlU1acQRQIgdlDhOVL67oqIOGzaVY/7cjWL80IoNIbN7IsaO64EhgzOQmBgtBGiTe+hF+H6DSBPmAWBMeizJKhWQbgbWLWpO1DtIoj92PsfWCOXqYUVhVkcKALOdhcHcamg0xhFtw+SAPymjnAmGbSWchUe1DYrCGxAyoJeIJZQz+aj2aBGGnNmHM8h8nyXRGlFZlI9/X3Ud4jasQ38hpwSVJmHUCGH6aDXKvkv26XqtlW1Z2IPkiScgPS0JlTNmwy7XcIJykqZPyNQngq+Xw4qOcCDLH0aqPC5NjvlEPrpCVthjHDj/rbfR7eRJ8HoscLm9KCuvUxZ9XKwDaanxiHKSKBk7tseSjI5MmnMCCw4REVVK8lpKgLyc5YEOa8p3zp1rs7E82CndlCxj2WFp4QosBwOv+7GE2bZKWyOoaZjoy+ZkwqJ5cOUS+vktEtoTWRIsTOqLG2W+WRBaC1n6fQFU5lWjfH01gpxhWqPNwCoCj9Ozsb6yOHImVFo4dP1FRztFcEchVkJMTAwcckwJbItc3xrJkkKdHi9lVdP1SoUgiEAwiG1Ll+Lf55yHlPXrcYw9GklK6AuJSfAJSXjkWpJlnRBJldzP/u79L7gUd738Cq76xxPwi6zjM52Sfuw9a7fTwWpDityfTitVSLAy4AdXBcmQNB8SHYVMIaDpV12NsvUbYY8KIz7ZiX79OmLQgC7o3q0D4uJilJJiISlJeh8psiT4TvaIZVmgxchJ7J1RYvlGOaVcxAiRx8IulrKa3F0KjoqfXPt9ZPlT0WYJU6PtgBph6fYy/O/Mz/Dlz5di62f5kTMaGq0M1AgkCHeJJSQmk5CX3+3Gso8/wrTrrkefwmIMdkapbi2cqYcdelxCpuy845ZQKxZUjfBBdVwCxv/uTlz5z8eR0DkdUYmpCJDYSMhBP6xyX4yI93h5RooQT7QYCtFWeZaQZ7kQLmcM8sp1ibI/RKK06udXoHbbDtiDRi9ijQNDE6ZGiwet4JjkaHQ6MR71fUqAFF/kjIZG6wPLs3I/sy2yqgLzX3oRq//6V/Qor0QXp12Nn+TUDR4hLna54fQCJLhqOVYtHOtJzcBZ992Hi373OySmdxAhLhZldBw6jB4hz6WFJe+wWmCX90TLPt26JOAMsdDKrUHUWeW9wonVQXm2kKkvGEBMVTXWXnsj6vOy1b0aB0abJUxqb6JsibYUVv74lgJaS5xUWk0YrHHISOqahMufuwA3vP9zDDq9f+SohkZrgFHXVRubyCIlA2RbVVSEhU8/jcIXXkTPqlqk2401LH1yOeeQbRCSJGmyNyyn3KsUaW3t0wfn/PXPOOmGXyEqOUFNHBCiK1JE3Kk3/kqul2cIaTqFJB2yH+2wwhkt5GwHOjscSAjZ1byznDbPK9ZqfUgsTcbH7oR1Vy423fZ71GZnG/Iz8qexF22WMNlbytPgQ+6cEhQuKVPEebTBilJVUI2saQXIm1UKd4W2lA4VNhEMzignYuKjYQ6E1tBoDVBTcgrhccYtEqXf70N2zhZ89fxTKH7zHWTWu5AipGeTP/aSdZMo5TqvkKdbxFadhProKKQeNx7nPfggJl5+uZBgtLqe1iotSS5KMPCEU9TkBWzTY9eXilQLcvqEsPyYMNYNlN9dhCijg8gPBSJjNI3eti5R3n0BP+CXd29eg60PP4LKnTvUjFlsE9WkuRdtljDZ8biuohZf/3455t2+GmppoKOOMLZ/k4PPfjsXX931Lcq2VkWOa2hotFVwEgJO40ZFz+vzYuXmJfjPZ/+HFas+QieLD0kkPLmOliWnQiBJKqIUS5ATstfERKPLqafi/Af+hFFnn6E6wFCa7U9kUbFxiOrYCS6rH1t6BIUoQ1gyOoi5E4L4/GQfZpwYRFnPMCptQpRyfUDIkr1u68Q6pUXL3zaPHw1LFmHlK8+gqCwXYoRqNELbbcO0hBEVbUeohweV4dLvFK6jAcYgo38qBl7bDd2vSkVM57Y16FpDQ+O7sAoRcUbGercL81ZMw0tTH8Pyghmo7BtCRQfDGqRblB18jInVw2rYiJp4PTYG/S//Oc685x70HTNWCRFaqaTg/f0snN1mzJWXYXOXMDYOEIMhMQwHV0yzyvXWMGpSQqgb7EQgyYHSgGHBcgo+r0SuVqxNl42z+9hRHXZjXuEsfLTiJeyuLjQEl4ZCGyZMCxLSE3HC78fipIdHwWpvuk813Ct72yLUHJKyz/B9oB7Zc0x3nP2XE3HG/ROR3jslckZDo/XBLPM/VO4P5Zq2BPW9oYAiGtlT9b7OXY9P576FN7/+J7KqVsCZYENJR2BlvyB2xYXUmpckS7fIk3qhrXL5XZeajNG334az77wT3YcNMzrj0BqVwOnf9h8SxneN+/llyMoUUhXTkG2Z1ihRyq1W2G0ONd+AvxPQe9ww1CckoFau94nsYnsmLVu2k9ZZA9iV5sfqjGos3PQlZqx+DxW1JfJNlHf8tvZtcrZZwmQh5dqJg07ohZHnDpMys78+9uPAQqm8+lJwguGAChx4zZk2uEK5nDooVEGXwutw2OFgAZY/DY3WiAMRYONjBztvhrYMfp2SE+EgPxo1DVV45ZOn8eHC51Hk3gZHvBVWhwV+sew2ZwaxpG8QZdFBRV51cn2FyBJf5044+6EHcebNtyC1axclKUyiPBBZKsh9CV0yYYmPg0XNnBQWq5PHJUYi6S12kTgxwLCLJmLo6Sej0mlT7Zic0IXzxnqE43PiQ1jSPwSfWKa1DWWYsf59zF47BTX1VXKNknzGu9op2q6F2awwCmttXj22PF+IVQ/noG6nm6vsQE3DqKHRDrA/QVKINyZEdhg5EA4o7NsSmBYiWpkMpVW78eibv8O0de+gzlYCZ4yQnSjvwm0I+cNwWYLY2C2M5b1CKHUEUCrKt3PYSFz63DMYP3kyYoT8VNpS5vwgV7FHbDQmDD/FGEtplRvk3hAVebmdc0jbHTbkuXbglBuvQNdJJ6BKSJRWbThkRW66H18PDSA3wZhhiTxbWlOAz5b/D4u2ToPHW69mSWvP0IR5uODEvtxKwSlcX4pFb6zA3LcXobK4WhJT24wa7QMm6ZWWlmLVqlVYuXIlcnNz1TGTMD0eDyorK+H3+7Fr1y4sW7YMmzZtQkODsZZiW4VSmsUK3Jy1Hn944UYs2fkVAtG1sDnlhMUGemtDPiEkHxCUbbUthHWdg5jVJ4zEC8/GxU89gSGnnAobJ5aXdDYVEe5/P6xw2O245NTJRu9WuZzTC9KLSu8Xn2MVwty+ay0SumXgFw//DY5Jo7G5gx/zB3mxbEgY+R3CCAbE3nQbpMlOP6U1uXhz3jNYvmMeAv723bNfE6aAhVF1+ZZCpgLdrEoz4zFDYzaDFHW5QcqulMYuIzMw8q5+OOPpccgYmqoa1jU0jjRY6ozyKWWzGV1mZh1gHamtrcUzzzyDCy64AJdffrmad/rcc8/FnXfeqa4NBAKYN28errjiCvz+97/H2WefjauuugqXXnopbrzxRmzdunXPs1o7JFVU2nN+UzXHqXzXzG8/x9/euhXbapfDFheE1ckrLZIuIQSEJDmKI+AX+eIFvO4gamU77rJrcclfH0LvUaNVj1ozKKKzUh3/ASiiDqF714EIC68pjzCn6Q0ad0pqCwmzg5EHfrmg24AB+PUz/8HuoWnYKtZlhVi/ViHWoMg2EnnIQxko7xeLuMxViP9Ofxgb8pfCH/AiCLI+ZWX7IlBNmAK6LOryGlC7qwFBKcSWkLHIadgalILB1fulUkdW+qANaWGXNzmW3DkOx/xsEIac3RcxSVy37weLtIZG04L8yHYoKnIKzVcGG7tS3377bfzrX//C0KFD8eyzz+Kf//wnunTpgpdffhnbtm1TRFhXV4f58+djwYIFijhfeOEFXHbZZVi+fDnuv/9+5Oe3jSkO1XR0SskWbhLi/HDOW3h5xp9R4tsOezR7r9olnyzKsgz75SIJIS+tOCv8DTZYG6Jx6+Q/45ar/4DMnn0UOf4YUGGnKzg+NgG9uw1W7wrStUqlXxUPyi0JNj8WrP0C9e5KZPbog5efn41oe7pabD3kN+avDYeE3IU0/Z4Q/D4heZGRu1w5ePLDO5BXukW1kfo5MXroyKxc0lKgCVOwY2EePr16AaZeuQTlm2oRtHKCYik2QSk8LGlSOCiXKC+4DYc536JofHYboqKj4LQ7YQvbVJO4hsaRBBcAD4lix5JpdMlovjJoeFjEIvJ6lSu2a9euuO6663DWWWcp6/Kpp55SliXdsybi4uJw/vnnKyvz1FNPxR/+8Ad17eLFi1FcXLwPCbdWBOUbQmG7WIx+vPDhY3htzt9QGpBvi7LD7hDZIdkT9ItKo1ywTD+LhBA8Lj+cvgTc+6vHcc2Fv0ZGapqyKH8KQqLsJyYk4OwTJyPglTIhlizfTxJUCj0tYEcI326egzpPHY+gR4c+eOuZGbB7ouF3++W+SBtrIGJpSrCKZSzUjmLXbvzxzWtQ6aqAnaKRUwy1I2jCFFQWVWN78RYEhtfA3iEMm2hNtCoDXiBnSgk8FbKjCl1EaIiQohJoeGDlP9lhwTkEp4mGRtOCZVCKp6fEB1+VSEf2PGsmmG1pUVFR+Mtf/qJcrn379sWiRYvwyiuvqOXAgsEgfD7fHiLs3bu3siq5jiJDbGwsbrjhBvTs2RMLFy5EfX29uq41g5xR21CJf37wAD5f+TLclho4okUaiCVHfTsYCArxMIhV6ZEtSak+jK5x/fHQrc9i8plXIzYqXrKO4vjH5x/dwkx3Lsc1eugkZdEGI1Ym84V5p5ZGE0W/2r8bgbBPkX3Y3oABXfrjhUc/hsUbJZalW+ItxKoeKpak3yrPsYnFyp63QZR5inD7fy6EB5LPQtDtCZowBWMuGYrfTr8aFz94BtK6pkoZkUIkpWX2E4vw9eQ1WPT4epZGtQwP5YDRrVsCC5+Fsz8aXb3Z0K9x5GG2OQeCAWXhsB2Jaygyz0yrqK2C5TRnSQmmXbgSy+7fhtpddZEzTQ8zLeluXbJkiXKzjh07VrVf0hXbv//eOX55Da+Pj49XlqhJoDyWlJSE6Oho1SGoJeUP48I6bsbdnNJO/lNlTL5Kypgfbk+9IsiaugrUNVQhq2gznnz7Pkxf8yaCUR7Yo6hcyHcJmfjFyguQKH1W+D0BseBEtoglN6TrWPz5psdx1gnnCwlx6Syu+vjT5Ac9X8qcFDmU4HQiyhIjyovUB7qCxUIMCXHLpylODtsCyC7dDAQ88iNOTa03ZsAEPH73C4gJpwixGy5kCz1pQroBD7+BzxE7Vd5T0rADd794BWo8JahxVaHOXQWPz6XqoBpmx6asZvR2HC1oCS+wx1jRuW8HxKfFKwHEisEKk7+qCBXpuxAzQkqZaldoXpeXxo8DZVNQKmrZ2mqUrahFwEtNWwQESTMiqNsqRPyiuqAc+YV58CQ1IOxo3vJJ4qNV+Oabb2LNmjV45JFHVJsle8Ded9996jwJh1sGLsK7ZcsWVZ/MwLZLtm926tRJWZ0tAUbNpjUWlDiXoSA3Czu3b8LOrG0oKMxHTW0dKmvLsXHnCrwy6yk88t4dEu7EQ6//Dg++cisW7vgcltiAWG9kI6tyhdKqZFslvGKhebiMVwg2nxPj+5+E+65/DONHniJEHIlAE4DpzfQk9XZI7YSTx5+DsFcsxIaQBEiwwFMfhM8ldCZm8ecLXkVhZT68IbfcHUa0044TRp2Fmy+/D05LHHweP3yigAYlP9nPw6+sZFEeaDULKW8uXYzfv3IF/vze1fj7tLvw8fKXsbN4M1xeeRmVjohV25agCVNgCbPSipXIP2awBLvsn/7gcZjw0FBMumKcnDdWAWCh1GhZoNJcX+HGlBvm4d3TZqGskJZLUGntbX1tP/bWzpzQBSP+2gu9LslAUkZ85EzzgOWfbZh0u9K6ZKCQLikpUavYU0DyPMH9vLw8fPLJJ6rNk8NM2G75zjvvqOt5LxeFbhGQal9bU4UV387DS08/jjtu+Dmuvfg0XHvRqbjnlqvw6v+exnNf/B/ufvVn+HzDC1hfMxMbG2ZgXc105HvXwxLDSQLYuUcIhS5QscZCPgvEIIVXLEy3O4ioYDJOH/Nz3H/T3zG8/0i5lmWzaQnFUEqA5IQ0TBp1OsLsjatcsoZCYLMbq5dExzqwrWEFnp59N1blfI1alyhbcn98TDTOO+FS/OLsm5BoT0dQsjIcZD2S7xGLU7WLyjELP0zKXlbJBmwtWorlBdPw9spH8ejU6zFt7RuoaKhQRkZbE5eaMAXMU5Wvakc0Y1qTokH1GtUdJ90sZCn1QLlYmFyGCdpuoSok/1Q9b9rK/qMheRYbF43kk6JgOaMW0TFRe3satvnssqBD71SccuNx6H9sH/ndvFWa+e90OpGamqo697z22mvK2nz88cfx0UcfKeuSbZN0t5Jc+Zu9Yp944gm8/vrreOyxx1Sv2dNOOw2ZmZnqmqMJg2DCqKwow2cfvoO//+0PmP7p26gtLUScPYx4ewjFBdvw1vynMWvtO0CsH/ZoK+xOCVFCPgk2xCRw5i4hFbo8SVBihQX8YplxKwTjqwsj2doRl57wS9x744Po1qk7LDY26RhNO02FPfVS0pRu3hQhTZtYvFGxdomjE844iTOJPSYk3+CHM96GHRWr8cgnN2DaitfhE4vQKvd1TM3A5DOuxbnHX4o4a4J8j3xXUJ4vpMs2Ub/Pj4DHLgQaku+QF8YCjiiHlAsbynyF+HD5C/hcrM2qutKInGg7aN7a1VpAkpSCy15kaquCUehsFkfkN5fS4aXtmzA5dy6nATRDSwA9A1HxTkz++7n49VtXIrVrsuSk4Q1QbcttGVIcbVI2lfdDLOrmLp4kl4SEBNXT9ZRTTsHq1auVZUnX6x//+EdceOGFyt1qdubp1asXLrnkEmVhTpkyBdnZ2WrsJjsNsW3zh8D3mW2KDE0JNdZa/tweNxbOn433XvsvSnblw25jmVKVXYWwQ6zDLkII0WFYo0QmOCSdhSjY7sd9R6yUM7HcgqqTjTxRLEt2GPS7xdquDSEzqT9+deEduOO6PyEpXsomyyX/lMxpOqjoyh/TyeVpQE7JDjji7UKScpxTykpc6TJW8Wa7qU2I0yGmoxDd20ufwTcbPlMqMFOlc0amkOavcNLIcxGNODW0RFV3uZxWZ8Ar9Z9tnPJOpygPVvZ8kjRhOrhRi1kb3sfK7EWqTbgtQROmxmFBTTYvWrO73CO/mrK6/zRQSNhEa+cwBo3mgxL2YhmdeOKJePTRR/H000+rCQw4xpKTEjz//PPKiuSYTOYJ8+Oiiy7Cc889p67lmM0HHngAffoc2nhDvs9UUpuDNEkP+bk78cWnH6KitFgEokEZHFfG17LTcTCaZCOkIGQQiYoiJrWVjdUp6hk9yyF28JGNl517rPDWBzEs8zjcfvkDuOrCG4WIo9Q9zYawkCV78AurFVcU4dO5r8Mq8bIKQaoxmhJXM/7KUSY/VGrKfjjQgDcXPAt/gO2Zwq5yole3/rjq/Jtx7KBTYA06FUHSPRuSROFMQGEhUVvU3vxR41HJqCIjqlwlWLptJkqqCtW5tgJNmBqHBbbPrHlrO9Y9UYCqrJY0xZkpSM2tRlNjj2CULckuLS0Nw4YNw4ABAxQx8jitxuHDh8NuNyx8k+Dowh0yZIgahsKhJSbMZ34fTKKsqalR0+w1FfhmdmbJz83GqmVLJC48xjjLDqPN8dfy3pBYYfypViUKym8GOcct2wbJEarvkkhTvysET70QZ20QpxxzAe669iGccfy5sIYoauX+H/7cHw2LJaAInkptUUUecndvl6NG2rENkvFnk776BqnH6nsMflMrltS4arBsy3zeor6XUR3YeyiuueAW9OkwCL76EAIeuccv3y5X2KINJYJGpEoTGpMBOcPnhq1YufkbFJbulINtB5owNQ4LdSUuzHlsGdZ8vhGuGmqjRx9K0Ml/xlYX6eaEkc7fDY3B3yTU9PR0RZ7s2LP/9QyHCl7LcYTsLPTQQw/hyy+/VFPzmURKmPuNg4n9f5tgDOjudTXUy9YgYuEOuZZbo/2VhBhkO50wHSdLV515uJXAW4zesLIVsmCHmoA7hIbKAC4+4Vrc/os/Y+SQsYqEjfZKtafe0xxQ85BJPLlI9cZtq2EXq1iNbhESM1zFkg4SV7atqjGh7PFK4uQ3yjV1NeWYvXSKxFOepOJruI2H9h+FLmndEfIIH3qMphi239LqVt8vge22aswnf8szeby2rkbiQk9U24GWLhqHBXucDV1OTcXA2zohrX9C5OjRBoWQGTSONA5Eguw5O3LkSNxxxx1ISflp676S7AzyCmLu3Lmqg9Fvf/tbvPTSS2pIi0mG+xOj+Xv/4yZ4RMVYLCL1Q0DrUoxO+OV9fjG9/PJDDeGXfWVRqo48ct5Da0uCOyi/5ToJyjKVa4Oyf/6pl6JHlz6KdJguVCCamzARtqle/r6gF8XFu+RNxncZ8ZY4e8MqsA3Sz3ZIjq3kbzkX8NnU1HhlZeXqUSqmKk8N4mQqcDIXTiBvl0A3b0BImPczPWh5qvQQQlX7ctzr8at8a0vQhKlxWIhPisbpfx2PcdcMR3R8dOSohsa+IEHQDTto0CA1M9CPhUl0dPFOnjxZzV/Lyd7pnuU+ifPee+9VPW/prjVJ29y63W4sXboU1dXV6ve+IKUIKUhcKdcp2smdwi/0LAppSlDWF600WmJiZcq+mozAJeTA4JbfXNlDWV9CqnKPJexAbExChCSN+B8JqG+W4LA70LljpnKNKrdySL4vwLlhGVchd8bVFZR9ITfZquAWKvDZEetIlmcwJfaCEypwgha702Z0dpJ3KLcrOzlF0oKu6ICL+/IO2foahEwbrGqig7YETZgahwW2WXTs2gFxyXEI69VZNA4C07KgcCVx/FjwfjN07NgRo0aNwrXXXqvIkp2NBg4ciC+++AJ33XWXmnmIU/QVFhbusSrXr1+vOhtxqAvHjjYGO6mwt2hicjKiYmLV7FAMnPCCLla6Y7laB92XhstRCJHuRro45TetTJ8QEMnBVxeEr57WZhDRzng1vzTnhT2QZdtcYIozOB0xGD5wFAIkevUNHBYiFqJylZLcOXmBxL8e8DaIJSjx99SGEBVMxYVnXiVayr75ZbfakZyQCpvVSUNbAttv5dmSDkwPpo/RdhtSz2J68NmdErojMUYIuA1BE6bGYcFKfVMEoNXKoQxHcJYWqalS3cUCoCCMHNNosTBdkE0Bk3TNkJiYiO7du+Okk05SMw1NnTpVTc9XXl6u3LU///nP8ec//1mRJceGzpkzRw15ycrK2kOkisjEkrLarBg0eDjOv/hS5X7l1G7CLUIIVrEwOVONWExCBH6PX6xVuiCDCIqFRjdm0GeR42JNiaVGovDWyXmxNi857UokJ6WLlRpWltmRAoW5jUamEF5GUmekxXYSa1i+R7ldSfgkTPk2ibsiTq98o5C8n2Rfy4kV4nHskOOZ4MYDI6AFftk516J3Zn9j6AytbVGIQgGbQZ6iSNB6pWuWSoO7KoiGyiDOPv5SDOw7LPKUtgFNmBqtApwkWmm+JE41r6dGewfdtJyXlhO833bbbfj888/VsBX21OXyYxzv+e6778LlcmHnzp24+eabVWchWr8MSvEKW5Ce0QlnnH0RevUdIqRpgU8sJ04JxyWtAnTJclq5aruQi1hlLhIm2ymFdNhjVMgz7LHB7wY8Lh/SY7vigjMvUZMG2IWMj0YbHtOlR5e+uPWKP4q1x3ZLds5xCKlF3LLspOP2y7dIIOE3iHLjs+LGyXch2uY8QJyDGNR7BMYNOAFRtjghRn5/GBZRLALyDATsCMuzQ8o1bZf0sWJEr1FCvicjNiYx8oy2AU2YGq0C1jA7HQRpYyq30x4rQaPdg1Yn20lJnlyo+v3338eMGTNw/PHHK4IMCPlxur5Vq1bhnnvuUfco61cCN1abDeMmnYDJv7hWyCZKtWxabWHY1WQlYdj8NtTmuuAuDcFdE4a7wQ8PAy1L5d70IuQKID2qKx686ymMGDxadZphJyXG7UihsfUcHRWDE445C5NPuQnhhgA8dQ1CbqIESJyDbi5S4ITPL8oB211dwGWn/BIXn/kL1at2/ziH1cQYwF03/AVnHjsZjnCUslbrGtxCvnaxvH1qkncfXddCxL3TB+Cmy+7B6GFjJBWOvMLQnNCE2QIgRTyytxeaCvYFXT/+mgAqV9ejYnWtaMWi2fK4Js12D5IfywEFPfcZOHECh7WY5YPn2Clo2rRp+PDDD9UxWOixYLcfIUerBbGxMYiPj0aU0yqEY0OUQ4jCCbG6bEiojYMnx4I09IC1NhqokxP1UbA2xCAqmIbR/c7AMw+8gVPHny3PYrNFhJSPKPaSEz87IzUDN02+G9edey/SonrC6osVcrQj0GADxGqODsQg3ZaJ+657HA/89glWMoQlHSTmxkNMyLPYU9YpysRDtz2F31/9f+gSPQAJoRRY3DbYvTFw+uKRZO2Ek0dchL/d/m+cPOFsuY/u6COdBs0LixSo70gcNpKzgZ3tAhrNB5X0oTACloBagJrLirF4hSxScKXsO2ztazXzg0LSydvgxcb3c/DNbzcio1cyRj/SF30v7iYVme1Edkm3tlUxjzZycnLU+pa01FoTTHHGBar/8Y9/YNOmTWocKJcTy8jIQI8ePdR0fXfeeed3CO3D99/EPx/5M4KeBjjstCXCoHeSLloxomCPTcI3K1Zg3uI5yM7fCo/XjYz0ThgxcAyG9BuhpgxsSWDnJS5CwJCVvw1zl8/Exh2rUVtfg/SkDIwefBxOP+ECdErpJExwGLaTJLHbX4eFy+YipzhLjbXMSO2CQT2HYeiA4apzUEsGywinc6TrmlM5HgjJyclqusf9y4gmzKMIJr1a9DVsRSDkR9gtwj/WKgWOhVcoYD/XSHsFLXCv24ttX+VizrNLkDYwEcffOAY9RmWyBKuOFZowmxatmTDZBselx0iWlGNs02SgEKSlabpKv0uYbxiE6XWJsrqXMDm0xOXzISqhI9Zs3EG+ENCSpUUnz5ADppdof3fm0YORDnu/0diG1KhS449RFk4VOWPUoUMFZxIijBEz7IxnuK4jCSHPO4KdAX8Efgphaol8NGGUL7EogyjdWo0Nr+agamudUemN0qghYOWOcjox+NzeuOHzyfj5s+ej56huxrmwqvoaGntA0uLwk6uvvhpnnnmmmpKPkydQ+LFuHYgsFVR9NMvTvvWPvcNpqRlzzHIsIimSzlyBPIvPM5/fMmAO5+HXMJ4iU1SM5Zj6TglyimSpxmseBgxulGdaLQgxLeWbjc+WZx+OpdoK0W4JkwVbBVWMDq/ANBlY8VRhtmDB8ysw/5712PZNjtEj1CjSEkeJn9LojlIcWwpsFtgddsQnxcAZxfXW5B+FFHfaedJo7AuTvBjM3weDql/yR6spEAiCC0jTquRsP2paPCETNTZTyhjnnXW7PXxgpPypJ8gOCdR8n1FvWwKMmYcMsJ4ItRl/RvTVPv8/bKuYvMhvFvnJZ/K3lSvlyHcblmbbRbskTBJlQ6kbudOLsXteFbxVRgeSIw5F2py10oKgLQDbMT50HpdkFGwpdxw+EQ77JbAdom0XxB8C04guas5t2Tgot7UhuTQ0IqRlbL8vEKpOSf1jW19Bfi7WrV4Jr9eHoBANh5P4xaD0qa2Qplzrc7vxzhuvCbH6jfIof6oMyp8Jdo5haW0J4Gce6NuNpQol3rKv4q/ifOhQ1Bu5T54WuZ8v4/bwntXa0La/7iBgRSnZXo7Zf12Mbx5aj7xFuyNnjjREJ2MBlnp78m3H4rTHxqL7iO4selJxgR07QsgtMBwpGhoazQEr6utqMXfmNCz4ejqsoqSybVKqpQo2sZzYg5arkYSDPrz4wrOY9uXnkXs12hvaJWFSs4rvHIuOp6fA2s8LS7zRiH3EoXjQonrFdh6QgUGn9IXValcDpjds8OKZv4fw6v+sWL9GXa2hodGE4NqRRG52FqZO+Qi+hjrERjsQ47Ah2mFFFBeHZlOAndPDydYWRl11OT58923VcYho756f9oZ2S5gdeqbi5LuOxcl/Eqvu2C6RM0cWjIdNAqeZM1yMzJAQAv4wtm6pxuKFVVgwux5LFrnh8RruW/Z84/I6qu010mVcVVo5HuaKAnvcuGbbp27/1GgfYD1g/WCbpKorrBuqTnCf9YHHG9UFOeYX4tu1qwDZ27cKIbIuAg67BVF2K2KcNhWiZd9pY+911s8wCvNysGHd2shDNGm2J7RLwiQ4iXhih3ghzjRExzXzSugHhdGmoFoCZMtGerpfuY5dv35O9Oq7Gx53CebNteC/b6zBWwv/jbW7FsAddO/p2cYld5RAUFuj8wIXt1UDOUVYqK5wGhrtBCRLiyr7/CHiTQXWNP4nZyUYlMrz8k8I1utuQDDgk7oTIVyTWOUfh2OSPGOddrE6OeONBXW1tVi6dIlxjUa7QrslzJYIkh+J024DjhmVhCee7oOrr4vBrqJSzH+7AfPemYOPpv8Hu4u5ijmFgpBhyIZA2Ad/KICc7DD+/a8Q5n8TRDBIoqQ+TAHAp2totH2w1LMbnSJFC70tkfJPZVS27KRCIiQxsn4oBZPnOQ5RtpxRij1kubwXO/6weYREypNOIU7O/sNnut0uOabR3qAJswXBWP0jpLpoRzlt6N07AVdc2QE3TC7HCSVv4JJ569BjcRbgqheLUgRAKIg12Utx+9P3476HZ+L+u7Px/jvAW/8LYfVKrzyLFT0oJMythkZbh+GhYbmv39WAdZ9sx8cPT8ebD32AOe8vQFVptVQHqQvCkGtWr8SrL72Ah/98H55/+h9iYfoVMZIbg5yGUa7zyXU+9pQNhEUhlWMBemwCiIuPw5jRY+RawxKlkqvRPqBn+mmhoNNIVUjRcGtLirH9mRfQ8MH7SAgG0eG6q+EYOAjVq5fj8/lpmBK4XS2543XnC9lGoV9/4Pd/SsH4iWkiPkQnOoxZPDRaPuhRsIasqC12Ie/TMrF64tDjohQ4Mowl15pCgLeemX7EFKT1SO9M2Ap3rQdr3t+CJU9tRDjfhupwGXKQhXprLYJRbhz/22OxdtNsbFm/2rAghRSZXHTj0t3qdLAdUwIPimRkM4kiUvnj1uMPoveAofhy1kK5TtsbrRGUq3qmnzYGZhM1mTAnfu7UGQPvvR1xV1+OuugoFL/6KvLuuR+lH3yOlPIv4fGuhi3uf7jrjyHc+ccA7vpTNMaNT5G7bYZr6rs6kUYrhi1kh8cXQtasInxx3wLMe3Uhdq7NlUIjuS2hPYHjI1m8Wc5rq+ow99ml+Py2+fBnW+Dwx6Czvze6+HshwZsE1Nvw6itPYvvadQhYgkiMtiLWDjitYSFKmzI+vaKg0rrk2ph+IVG/WJRqK8TqEnPTFp2AU844V5NlO4XO9RYMkqYKYjUkpHZGx7POga9XL+wKWpDduSM8ky/Bqa88hv++H4WPP5+M664fhl9eNwgTJ/aUCm1XWrHK4n2VJI1WjrAI+CinBZ3GJ2PIHztj1J/6ovfEHrCGbRLaV5W2yh87vHF9xi1f7cSsR75FdDBerEUH7BKclhh0s/RCsiUVNXFFiE7wIM4RQkaCA/ExNsRGG0tXcbylIk0hS69Ykf6ABQEVuMoJRCkNwCe/j51wEu68+97I2zXaGzRh/ggY9tr+VpvhtmkqsC2Ggc2PahoqawixKSmwxkVhk9+L7n+4Byc//jB6nnoSxg2fgMzOXQxyFc23cTzUsaaLlkYLAC0qzq7SuV8GLvzjaTj2/BGIiuMKESwz7QxsVhQLsLKoCrNen49wwHCxcpiWTfU6DyIuHIeO4Uz4Y4sRZXVw3AhpVlIrpFYlsdttqulD/oPNZoXDZoPTLhYqx1/awkKmYdnaEJeQiBdfelnqmG7iaK/QhHmYoLBiV3Sjd51otqGgmmOSve6CocA+ZPVTQKIzxmga7Sl8bl3WDlhKKlBhDyKrLF8031Bk7T2O53RKRXbIfZEp48QqVat4cLqq/fzwGq0bNpXnYhmJELcxz0VJoouQod11QBHuomVdsasKW+ZkqXbMUNCPgAQve4/DB5/Fh3hLohCgXc5zZRuppyH2kGW94dCRMKxClIozQyRHwCknGDh5QTTXx5TABQCcUdGRF2u0R2jCPFxEzDWukqGaBlnJhDgJusNUt/VmQChowc5sD7ZVJCMnyYnZa7+G2+OWeHDGkXZnV2hoRCB1T/7RJWuHU63yE5A/HzxCli4hTbfseeGy1CJs4UQG7AUryq1UGxKk8KNSMllr9+gacsysUVRaudSX8KWauED3B2jf0IT5YxCx+PxuD4oWlaLg6zJ4avx7KllzoL7eh8Ulw/BZ4ApYh5+OU049D7ExsfJO1nJdiTXaJ8ySz2YLwxMTUguy+yxeuC0uIcp6oc061EsIUrEVwqMz1i+kyTGWDGbHITMYDzRcu6RTXm/0NDcYtbmUYo2WD02YhwtWKKl43NSVebD8lU2Y95dVqM6pV5XVuKBpYLh3WZnD2FXkQsHuBNQm9cNFF9+MyedcjdjYODm/tyL/WITkj+8KBgJwyTe5JQQDdDk33bdoaDQHaB0qcnNYlDUZDAcQVDamX/6MLYOHFmeYS3eRIKXMS1Xl5ARqJRIxM5XVGanXKoTFsoxNREKXnug0YAS6jRiLrgMGYcPWraipq+UFqs6ooV+6nrQbaMI8TDSmpsqcapTtqEZdHafWCkq9pc+mqbRPqYRSgUladWJdLlviQvbOMBKTgSED+yEpIVm1VVKrNpbX+fFguw2XOCrdXolvH92A5U9uQ/HGMnk35+HUwkCj5cK0+QgWVVp/1jCds1GIQQLikCQhEbawEwkN3YxeryFRMiNEyXGYtDC55SQFJFHYHIjr1B2dhoxGr7HHY8D4kzFg4kkYOukEzF22BHMWf4ud+XlGFdX1o11BE+bhgnVT+Wos8NWL9uryIeALIES1le2bDE0C4x2skDU1PmzbEkZluQ1ej2jQgaatpBQy1JZdNR6sXbwe3369HOW7KlTbkIZGiwbrolSHkC8Mh/xx4gYGK2Qrf3Y5xqEnPJfpGgF4HcKKfrilzJsuWTWrj9QpemzZazaxYxd07j8MXfoMQlqnLkhMTUJCQhISk5Lh9vuxZWc25i9biuy8XHm9vN/w3Wq0A2jCPEyQqhjIi5mjO2PY9X3R55JOiO5gj5xpOpgac2KCA/0HhtGrbznGHudAhw7R6niTgS4t2XQamIYL/nkyLnzmeHQf01n1vtTQaNkw6hyJy1D8ONIkCD+88KBB/ow2THYDig3EI71mFBp8fvi9kQWiA4DHT+uSc8UCySnJSOnaC/Fp6YiKiUVUVIwcd8LhsMNmF/p1OmCxWZFfXIzl69ahzuVqypqo0cKhJeJhgpWSblB24U/unICx1wzDyXePQ1r3ZDlG0my66mPhkBJ5T0JCFC68OANP/KMP7vr9YGR2S4xc0TQwXLtWxKXEYsDE3hhy4gAkZ/B72uEwhcNAiIMA2RbGti/lPheLJeRXayWaq8loNC/YJsl0t0SJ8WjxRtowfZE2TGNYicviFvr0yfEw4rydEFPdEy5PAC6xSt0BnxAma20QUQ4HohJTEZuUJMToVENNjDZKeY8E5X5VYzvFOg0FkJWbg/WbNkZiotEeoAnzR0BZd/wnZBKXEoPEjvGwi3ra1ORiWpEcZ5mWHo0BAxORmZkAp5MdfZoS8iYVdzP+fLP5do2DweI3Zpmxst1aiJOkyWSk8qET78jA8MLIVixE5YqVtKcbNlq1XCYj1ZIie3Gwc/yl5I8j7ESipzvs9V0wcNBxuOP3f8LPLrlMLEibWJAO2KPihCgdZGKEgkK+Evx+PwJ+2ZcQkH0e41js6ppq5BcWNrFfSaMlQxOmhsaPRNBOC5PKhliW7CAlpGkJWZX7T1mfGs0OY0k8UVwCQpghzuAjpCnkaJPAtTDDIf5m26aQoWrJdCA2FIs4fwJiHGm49oabMXHSJDnPiR/kWodTnmdXXgKfV+xSjwde2Xo9Erj1ehDweRHw+uScWLSBQCQmGu0BmjA1NH4kOAkhrZu6mnp8MHkWvjxpOfIXVCjSpNDWaH7QqlRrW9LSpHkv26AlCK/FjQZLjQp00dILwJmvOL+sjbRpiYZT9qKio8W6FItSVBxObGD0DA/IMw3L0uN2we1qgKvBhYaGBrUOpsstW5ccl32P22NERKNdQBOmxveC7UNsj1NtQzShOEWKSCW251C4HA2wR2+IAo5xYNw4PWHYr4b2iK0XuarpwWeHOZaPg93FsgiJVULva9hrwfq167FjYxbWfbYJFpt2Zx8pcGYfq10oMMoGr10sPouUA/njKiO+sA9Cm6rjj1+OhzkTF13oYkFGx8TinMlnCIE6YXc65RwQoAuWbteA5K/KY7/a97p98Ljq4K6vQ0OtbOsM8vQIiYakHNA9SxjtnSyTvN8YkqXaWBud12jd0ISp8b2whCxK86aGzjlPAiKgSJzsJazGnR4FMCZqEkIVCUMYIWBHyCokGmw+quI8pAF5b1jeI1JXfkuKBMOI6xCDu6f9GkMf7I6RN/YnoytK12h+2MhBUh5TuqZi4Ek90RAWyw8uySevUnC4dqhfAhW+kDVCYpYAYpKjcNkVl8Jmt6Bz567IzOyFsC+IgBAjXa5+IU4jeOGT33TJusSqdAlR1tXWoraySqxbC7plZqp48BzXT2SoqKhQoaSkRIWampo9ZKpJs3VDE6bG94JLSXE2ITHi0FDhRUOpC5aABUERPgESx1GAkpEkJe4IoVfn1aFySy1CHiHyZi3RIUmJMAI1QdTnizXj8ksNMias6DAgCWfefjy6DumgiLSZI6KxB5LOorykdknGeTefAWe6Tc3ro6bEk+CWPw4w4VR5Ps4ra3HBG+XBOdecBkeMUxWmgYOH4oprbxArNRau6grUlBfDTQvSLfd5PPD73BK8QqQ+eF1Cx3UNan/owEE4+cQTlet2zpw5+OMf/4jbbrsNV111FSZPnozTTjsNZ599Nt544w0jprrXeauHrtUa3ws1si0URuXuaqz4+xasf6QAfrdfWZ720NErPnTLUlv3ewKY9X8LMeWyb1C9oUF1vGku0AFN9+/m2Tn49vZN2PHZLuUS5HJPYUkPNdwIdjVbYZjWbwsA08n4Z2z3CW0A6jMk3aOcVvSb0Aun3zER9q6i3Fk5/rIhQpoNcIclyNaebsHYc4/B7Q/dKjeTvCyIjYvHSWecibMuuFgt7VW9u0hIs0y5YF0uEqcQrRClVwjULftBIchBAwbggnPPQ3SUMUaTLtiVK1diypQpmDt3LhYtWoRt27YxdrjlllvUVlm3EfesRuuEJkyN74XYbCKUwshfXYL5byzGqpnr4K8LUM4Ijo7UtYjgUaKOhpwQU3RXJ/yd6tHgdjVru6pNtYFZULmrAtvW7MC3T69Vc6lxajW1Zqlq0+S8MpxppmVULU6tyHZorvXI9l4KbLU8XdAYv9ga0Zh4lItTQljSO7FjAs646QRc+MCZGHxRH/Q/tycGnNMTA8/tgYHn9cag8/rj3N+digffuJeFSJUfWn0cttWrV19cf/PtuPyaG3DsMaMwuHdvDOnXD0P698fQfgMxuP8ADB4wEMMGDMJJEyfhuiuvwgA5z4rAfD/rrLNw6aWXIiUlRcWNISoqSp7bCwUFBUa6M66ROJv7Gq0LInu+m3NPP/00OnbsiCuvvDJyRKO9wljhIYTSrCosfm85OvRMxcQrj1WDuuWEIogjDspI/kcrTqJXW16v1kPs2r8THNF2NTygOUDyCYuF2VDuwZK3V8MaY8HJN45H2G4RMhWRrSauaFng+MSALQB70AKun1qZXYsoexTi+0SrPGQv0wMhJydHWUYzZsyIHGk5MEUWlRfu0+rLyspCz549kRAfZ8wL2+BFwB80lBhVWoRk5Z7EpDg1FIVsaWuUX3wOQ8DvhcfjUZ1+LFw/k6zKJzB/5Vkca+t0OBAd/d11MXfu3KncslOnToXP50N/IVtanhMnTlTu2TFjxqC3EDGf2dg123hfo/nBvPz0009hl/y98MILI0f3RXJysmqP3j9vtIWp8b0wi0tG3zRc/MDZmHjNWNU8F6aD8ii5HRVZGjsqDgnpceh5TCac0U7q+8a5ZoF6IeIyYnHanRNwyi3jOa4BVgrbZn3vTwHjTIvMgvJNlVjwwBpsej1Xua65fmtrhCnESEYbNmzAv//9bzz//PMoKyuVo2EhQgui42OQkBYvIQ7xapuA+JQ4+WiSn2Tb/soNHynPtTuikJCYhOSUVCQlJCIxPkFCPBIT5P6EOCTINio6yrhnP5Cw2X7Zp08fJCYmKoWDoba2Fo8//jieeOIJvPvuu8jOzt7Ti1aTZeuCJkyN74VyMKoZVMw2Ou4brkcKmB8LpfOL1FYuQ7EI1CLc3JftHkJsBHUth48EQvBV++Gr8RsWn1xKK4LxovBpTgFEMqb7zkgLpkMk8O9oWNqHgDDjK2kUEuty17pybJy5DQVluZKnzL/vpnNrAIkmPz8f//3vf/HAAw/gsccew+rVq1U5skh+qPJARYblQa43gliUck6yCjb7d61qlbd7yg+38r/xn9oaZd/cN1zzxrV7YbPZcMYZZyjX7Pjx41XHH3YC+vOf/4zf/OY3aijKs88+i0ceeUR1BMrLy1OuWoLf1DgcCDxOa7qysnJPT1zuM9Aa4nk+j2TMwPfV19fveSZ/mz15zWeY95vPN7dmoLXNd5ouZfOa9grtktU4KmCxU3OACjmSIhU10+JRbUuG4DMh1VQNDQg1WJD3TTF2flKEzGMz0O+KTDji6II1BJjGd0E9JGANwOoDijaXYfP07ehzeiZ6j+mhyF7EfuTKfdFSXbJ1dXWYOXMmPvvsMyxYsEAN26AwHzduHKZPn46kpKTIlUcPJEISOuNEEmX5ZE/arVu3YsWKFSr+ubm5ymV70kknqfbPzp077ynDJhmzjjQu13zGF198gQ8++CByxIB5zaBBg3DDDTegS5cuqK6uxltvvaWI83e/+53avv322/jqq6/2XM90MxW9oUOHqns7deqk3rt7927lWmZHJpImj1MZoHs5NjZW3dNawe/TLlmNVgaSJKlQiiDnGuBAcQtHObKA7ltIaQjZglZ46j3YMmcHFn+2AkW7d6nSS7o1nqVxYAQlmURoi+DuPCQdE38zGr1H9ZAU5rRxkUtaEXbs2KHcmhT8FOokEYLERHdpS0D37t1x3HHHKYFsEhJnEyIpXXHFFXjwwQeVxUnL7cUXX8Sdd96J1157bR9LzwyNQYLbvHkzPv/8c6U4kBhJtDRuqDjQLf3b3/5WCXmS3JIlS1Tgb967du1aRbhMM97XtWtXdW9RUZGyfNn+yuuYri+88IIynHbt2oWYmBjMmjUL9957L5YuXYpAO54OUBOmxlECbUugans1Vj6UhR3v7VLri5JCFQc2hlR4Dt2ISYrC4At74tS/H4sRV/aHLcpwv+2vBWrsBUdO2IIWsTL9sFvtiEuMVe5FY3aa1qdosH2QLs5f/OIXqp2QPVGZ/wwtxS3OuJAsG5MetzzOzkIDBw5UbttHH31UuWw56QHbYX/1q18pVy1/N7b+GsN8xrnnnos//OEPiuTuv/9+/Oc//1EW69dff6165e5PtmYaOZ1O5SrmvbyP25dffhkDBgzA/PnzUVhYiE2bNuH111/HhAkTFJH+9a9/xZNPPqms1D/96U8oLy+PPLX9QROmxtFBxPWavS4P33ywBJsWboWr2iXHRbioyRL2BYWHM8aJ3sf1wIQrRqFj3w4ilGywqR6xmjAPBrpdWcs5h6q5XByVD6ZbSyGYwwGtyGOOOUa5O0kcY8eObZEuQpKT6Y7lfuMtQ1xcnCK4yy67TJHdXXfdpdoY//73vys34Xvvvad62jZGYwKm67lDhw7IyMhQ7lIS3s0336ysRxLf/uC7Cb6bQ19oWTLwXhL41Vdfrd6/ePFiZb0ynekqZq9eXnPiiSeqd23cuFFNQt9eoQlT46iAs+HQ1coerrbeIaSMSEB8Wtz3Gj1013IZNRKnKYA0DgGSTEw7/tuDVpx2FOh0P5I0OFEAXYd0g9Iqay1g2WWgu7Nbt2645JJLVNsk3Z7sVfuXv/xFtSkeCCRNfivvN7+Z+1u2bFH1giTH7YHA6xtbn9znvbRKSfAkYVrxdBOTJAk+ywymRd9eoQlT46iArsIwbOh/Ym/cNu0anPCbYxEVG3Gv7SPZNTT2ggL+X//6F4qLi5VllpaWhmuuuQb/+9//WrUgp7WcmpqqhqV88803yu1M92djmN/HNCgrK1Mdh0h07GD0yiuvKCWChEZX6oFgEmVpaam6l8G8ly5XKiCnnHIKhg0bhhtvvFGRp4lXX31VdVoikTKe7RWaMDWOCmhdcnksDp532LiOoQiDICdKCLbCljWNIwVODvDll19i+PDhqscmSYSWj7FEV+tEY4uPbZ+0Oq+99lr0UzMJfRd0nXI4DYltyJAhKtx+++0qDZ577jmVHmxv3B88zvbRm266SXVAYuAz2I5Kcvzb3/6m0pOWJgPjRWv3qaeeUkN3eD1HTsTHx0ee2P6gCVPj6ICWJNvR2GlHKrJqU7NbVccUHtPQICi06UZkIFGwowxX/+CW5EKY7sLWaGGahG9uTZjtn/uD15FQr7/+etWzlp2EOHyEgRMi0NpmmvH+xjDTkRbo3XffrTr18F6GN998U3X0oVvYvJbESkuXFi9d3uedd57q0cup/toztGTS0NBo8aAQpwCnW/BnP/uZarNsjQTZFCAZHnvssarDEHvbXnTRRSpN6FIlKR4oXcxjvHfSpEnqPvNebjnu0LyGZPnxxx8rYmUnopdeeklZmWxr5fPbMzRhamhotFhQiNPSYrsbrSFalWxfYy9Okmh7A7+ZacKtGZg+5nFzn6ExzN8mKZrX8HqSoHmeW47XpFVJVy+HlZxzzjnKMiUOZPW2J2jC1NDQaFEwhTfBfVo506ZNU+2XbNvj8AbCFP7tBUwLM20afzuPNSZC7pvXmTB/c9v4nHm9eQ8nPODQEU6EwGEn27dvVzP+MP255WxKnHChvUITpoaGRosDhbdp+bB9jQK7b9++qhcnxzC2R9C6S09PV52B6H41iW7/QHCCAs7kw9mATIIkAfJept+B7uGW7cTsgcxOQN9++63qPcuxoZw4noGWJ9uQ2yv0XLIaGhrfwdGeS9ZsK+Pk4RwuwengOMzi7LPPbtU9Yn8K2POVi1JzekBO3tCjR4/Ime+CluL69etVOnKSB4p5ruzCoST8zckIGsOkAbZf8jpOiUfwuEmo3GcbKOeUbc3zyfI7fuxcspowNTQ0voOjSZgUSQwU9vPmzVNLY3EtSQ6doMW0vxBrT2gsrn8oHQ4g2tU9PH6gew90vXmM1zM/uG3t7Zj8Jj35usaPRpgr8fNPClIwEELAI/vBfWcE0Th6YP4Yy5/R8vru+Lq2Cg7O59yoLIe0LPe3itojKMDN8ENofG3j6w92b+PrzP3Gx0iU5n57hSZMDZHDhkYf8AaQNbUQC+5Yh+KFVUpQ61kEjj64/FkwFECQy7q0k/ygNbNs2TJFmKeeeipGjhwZOaPxY3GoZNf4OpMwG4f2DE2YGgJlusDn9SF/fSFWfroeu7eXyrF9e9RpHB1YmAchq7L+w9b2YWFSMGdmZqpVSc4//3y1Mom2cDSONjRhaohANjTH6Jgo9D61C465vyc6HJsI2EQ4afl01LF7Yxm+PGEFVvzfNvm17wwubRXsXMJp2zgBORdGJjRZahxtaMLUgMXGqcXsaiWQXuO645RbJyBzWGet0R9FsM2SwefzY8pv5mLz8q3YuGkj2NrcGkFPBd2sh+KxMMscB8vTsmSvWF0ONVoCNGFq7APO5+qIdqhJ0TWODkgqXBib5j3X/Mw4ORHWSS5c9vJZsIVaZ76Q8Bj4bdrNr9FaoaWihkYLg0ksxj5w2d/OxX1zb0ZyQhICrbCXLGfq4VqNHN/HfW0tarRWaMLU0Ghx2GuBmcNJVE9maxi2yAodrQmcPYaraXACgurq6p9sYWoLVeNoQROmhkaLw94u/Gxbtli5RqEdNouxHFpLAYmL7ZIM5m8zHOi3CfOY2aZp7h/s3P7HGp8z7+Ex8xkaGs0FTZgaGhqHDZOwOM8rx0tmZWWpuUdnzZqFOXPmqON0v/Ia0wUbCATUDEJcpovXLV68WM1bymvYwYyEx6nwVq5cqcZfzp49G0uWLFHXmAsi89rCwkIsXLgQM2fOVM9Zvnz5AWdl0dBoauip8TQ0NL6DQ5kaj6KDCxYvXbpUzW26e/duRWwkL65XyansuDQUV+3nxN2LFi1S859yoWO6abnqBddjfPjhhxEdHa3cta+88go++ugjdZ69Yzm85LTTTlNLenHxYhIzJwNftWqVej9JmOD53/zmN3sWldbQOBhYbvTUeBoaGkccdXV1atmtoqIiXH/99Wqh4fvvv19Zig888ADWrVunrqPg4bJRFFJcmPjRRx/FqFGj8Oqrr6K8vFwJsc8++wz/93//h4EDB+Jvf/ub2j/++OPxySef4LXXXkNFRQX+97//KWHHxZNJwg899JBaxeS///2vioeGRnNCE6aGhsZho7FjiuMl77rrLuWRGj9+PK666irceeedykr94IMP9lw7fPhw3HzzzbjkkkuU5Xnrrbcqy5JkS/ftP/7xD2WBkmhpeXL+WFqpnHidZLp161bljvX5fMoC6N27t7rmsccew3XXXbdPnDQ0mgOaMDU0NH4SEhIS1Kw8dKGStOhGpfXINRkLCgoiVwF9+vRRrlpamwxcr5EWJ5eUokXKxYo5wTqJkM9h6Natm7qHRMl1GGnFkkBJrvfccw/uvfde1Y7JdTL79+8feZOGRvNAE6aGhsZPAknPXPKJW5M09++5al5nWoImKTKYbZG8pnG7Ea/ns8zrTjjhBGVRkihpjbJNk+RJq5TEqaHRnDjqhMlKEAwHEPAEULa+GtkflqByez0CoYA6p3FkoQQTJ12nsAsby3xxSalgOCjblpkfjKeKr4SAxLMmv0HKD3toBo0VVzSaHKaVSNA6pJvUBPOB1iAtR1qZJsx7TPIzQVKMj49X7tn9V/PnQsjsHBQTE6OIc8qUKaoH7uTJk1VbKdtMSZbz589XbZsaGs2JFkGYnB6zrqIe3/57DebeuwKrHt2Oyq21rXbezNaMsEUUGPkT+pG/yL5kkZX/ybmWiDAsKsZSmFCwtBBzL9yAFU9tFbJn/PcKco2mA+stiZEESMJ85JFHUFJSoo6zh+t//vMfpKWl4fTTT1fXm+RqwiRPBj6HZMmertu2bcMzzzyjetuyXZNDRzhMhW2eAwYMUKRIC5PtmRkZGaqDEF2xfC87IGloNCeOOmGyGoWl0kQnRqPTpFTUdClBaVwhrAk8t28l02h+KE6k0CvxYNl9W7H60Z3wVngRtMoJOd4SISIX1rAUZYsVrgo3sjbkIX9mKUI2Umn7WN3jaIBkR6JiGybHRXLdyosvvli5TUlsF1xwgeq8Q0I0CZbbxm5ZwiTO2267TbV9snfshAkTcMYZZ6iOQbQ+ucwX2zJ//etfKzKlhcl2Sw45YScjLgV20003RZ6oodE8aBkWpkjpqFgnRl42ELd8dTkueeI0pHQWxtSEecRBimGpKFpTgryvS7D5qx1oKHVLPgXV1GwtEWGJMktK0OJH2sB0+AZVwXGiT6xim/E9Gk0OkywJEtr777+vesAmJSVh7NixeOmll9R4ybi4OHWea1peccUVilxN0kxNTcWDDz6oLEeCpPf666+r4SLs2NOvXz/ldn3jjTdw4oknqk5F3H711VeKONkhiO2YJFUemzRpknqOhkZzQU9coLEPOHdpCEEUrirB53+di8zjM3Dqr49DfEqiWHFSYETQtXiwRB8iT/J7A+EA7GGHWNGG61kpBiH5ZwnBYXVErmxf+KGJC0yxQYty9erVmDt3rhoPaR4nof4UHMpzmupdGu0LLDd64gKNJoFFigQXlO4yqiNu/uhyXHDnaYhPjheylILTQi3M7+Aw5KfQI+wWG7w+F945dQrm/2wzAg0B9QzO3apxcFDwUKCYgWi8/1NwKM9pqndpaBwqNGFq7IOwWFWkRZsUDUe0/O8UgSRCSS1o3CZ7nFoQEmUg5LNjW34BcpbnY+uX+UppoKWt8f0YPHiwcsGy046GRluHJsyjCqN7Pf8OF+ou3ibhx9x/MJAozA40YQmWkGjxNLeESFVjofle9eKme+/RQ5g2NaITrfjli+cj+qIAUofFKSXBqq2XHwSnsPv444/VJASHA6P8GuGHcKjXaRwcKr33pPmhjz5Q10f+zKe0Z+g2zKMIdqTx1AZgjzUGZ7MjxKGC4wwtQmwU9iFrCDZL80w6zfGNhjc2jKDs5+wMweW2o0fPMBIT5O2toU1T45DBnqxEbm4urr76ajz55JPqN9Fk7k+ROCF2IlO7YditBy+7poDntezxbGUUtB5z2FBjquWPMsMmaQ+rTdLxYHWXaR7ZUwlv5JRKeDlgyKnWmwksU1wRh5P5n3feeQd07R+sDVMT5lFEbUktCj+pQcwgGzLHd4Aj+tA7mHAyAXe9D7aQFc5EzqDSPO1tqncsaVm2JSU+PHBfA2rqEzH5iiAuuTRaCpQmzLYCg5yMdklOdM4erOz1auJwFLrvA8tuZW4NAvAjtVsKHHbHdwSTiaAvhPLcSpBTk7skwR6170xAGoeG+goXytZUw1sfRPdx6YjtFC3S/8DpaJQDNkeQSGyoLa6D3+dDQsd4REU5D3pfawG/j+X6zDPPxNChQ1V52r9MacJsgVj/1VasvqMQcaOsOPc/ExCbcujtQN56D5a9tAVxNYnodnEqMo5JiZxpWpjuGxaTDRtrcO2lRbBFJeOkE334+796isavO8a0JewvDvjbFBpNRVT0juSuKVCzSHUf3g3R0VGRM9+F3+3FzlVS5hxWdB2agehYraT9GBRtLcb8P61AdaEb5z43CT2O7XzQ/GSes94znTm7V/H2Evg8PnTql4GouKgWtYj5j0Xjcn6gdNC9ZFsg4oQgwwNdSB4RjcMdvRCUgrzxyy2Y8+RSrH13W+TooYHT3LHAqCnlSIiRrRH205/CFngCLtS4StGlazQS00oQ8Oah94AG0baaRoBqtCxQSJiCYv9tU8BucaD3qB7oO7aXYbF8DxwxTvSb1BO9j+2uyfInIKVzIgZf3RPj7h2EtL5J35ufPEePlbG1oPPADPQ4JlORpZw1Lmrl4LeZ4XCgS99RRNehnTD+D8Mw6uqBsB+GO5Zwxjkx6d5j0PeWDug4Ya/b7FCg+u8Iaar2KuFHTkHIHrAhapaqrWIvGty1+GzZ//DsFw9i5ZaZ6NTFCpvdjsweiXJ95CKNNoPGAuTHCpUfhDyOngmGH342BzrJnxClJssfj9ikWIy4YAhG/2wo4lNjI0d/GMwfM6+YB+29I5wugUcRjjgH+h7XDcldEg47Jyg7Bp7RB6fecxwGndMncvTQEI70nLBYjYnvVT8POSRH1F9jFFYWYPbqj/H1yk/xxicvIIpsi2R4691NL0g1NDSaDabyo+vtj4cmzKMIRVvKrSna22FmBScSsFrtSEiPUx0iDgfGe23weYNY/PgmbHiqAKqNn9jPakyJS0V8sAt8dSHsLN8IZ/Y/cLHrAWR6N+1/qYaGRguGJsqfjjZDmHQlqq7TIvmDYb+xZFjYp3rkMbREGC4OCVaGwyvMdE9xJhqrXbaH2wAqTMehKCFXAIvfWYMtr+Zjy9SdZFFwtZLGSE3qgLt//jjOGXMFkpxAh7IVGBBcCkdlnjyHbZ5cRsvoJEDXroZGc4LNBix3XP6vwWWsqqPa4xFQzQoaGs2JtkOYSmgbYeesIsz62Sos+OVG1Bf6FJm2TERcJJFfhwW5Sd2n7j9MshXxwpYhR7wDY68fiPyk7fBY3JKI330OG/8zO3XHWSdcghE7YtDP54QTQVhKyxCyBESA2Y10V7PiaMLUaF5YpKS5vV48/JdqXH1FCK+85JFi64clJKJMNRdoaDQf2gxhKlFPXpSKs37OVnzz9SJ8u+JbNHgbYGVl0mgEplYYFrFOJ906CrfNvgrDzx4gR+TYfqRJAWUJ2fDfT59EtrsKdviQHgyj/svZ+OLBzzD1Cy+8AZeh3XOGIA2NZoRFlLTdu0KYP6schVluTHmvRuq8TcopFTY9xEmjedGGCJO9ueR/ewin/34CfjX3Z/jtrF8go1cygvu5Gds7wkKKFksQdhE0Dqcd0QlO2Dl4nOfkrzF8fi+Kyneiuq4Yp/hj0csWg0DQjum7duKDF9/H009lY+ZnnDiBvRgjN2loNBPCIadYlA3wBNeiun4e+g9bLWUvIMe4lFsgcpWGRvOg7ZgEJEu2BYoNlJiRiH5jeyE1M1UNgbDbtObZGFYbJ9SzKwuTHYfoduUxtZV0NMZjBrGrIh9//eBm/Pat01CfvAsLuogeb42DtWcmEq+5G+vj+yAY3AyPv0CeyvuM52toNBUaN7UwhEJ+fPxRAbz1yeg7sArPPHeuXBUl1V/KbzNND9msoGMmIFQv3+UP++Gp9cBV5oXP7UYgoBWAlgbtQ9PYB+z0w5agkBSNrN2bUVi6A9XVLkQXZCKv9GG8nPwfhE+6GNf/4be4/e5f4PbfDcG5F3RTwkxDo6mxf8/OkrIqLFozD6HUBfjVbf0jR1svWNvCthBsATu8NX588KtZ+PzYpdg6azfsh9kRUKP5oQlTYx8Yq5XINhTAgMzhGNBhLDqE+mFol+vhCJ+HnNgR6PLLW5CeEYebbh6OSyb3Q1w85wLl3Zo0NZoe5thBKmVzVryD6Akvoc81ryOpZ1nkitYL1WUgZEHIHoSnyouaQjcKo3bCZW1AOKgJs6VBE6bGPiDlhcl+EjKSOuL3P/8/PHrju7DWXCalJRU9unrRc2C0FJwwwmTWEN27LEYSDNbU0DhMhKTQGcND5D+1NfwcLI08HkLQ50VlYSHmfjsdRbnVcJVakZeXpe5uzWAjEmsQ/yV3S8DEPw/BhW+ciHHnDhUSbUYFlFWX/8m/gD+Iso3VqN7uUrN/aW/RwaEJU2MfUJNnOybbNrlSQYwzFmW7orB8CeDzuJGS7oEtbJPzFtjZbmQzpjdjG5JBnBoahwc1hjIcgMcdxMaNfmzdGkJhQRDbt/qRt3QnSmfPwNZP3sfCp59G5bJs+Db5MbbjBThz9MWRJ7Ry2CxqeT673Y7R5w1F/3G9YZH6xXHWzQVyYjAydrWqsAbTfrcAix7eBHd1pMe7xgGhJZzGDyI52Y5OXSqQmpaLUWO4igGPStHRw0g0mgKigFFGL1tWhWeeCuL5Z3z49/M+PPfiVrzyzn/x7rv34+23/4RVU95B7021mLjNhl/1uQCd07tHHqBxuAhK1bXRHyz/wt4gKv2lqPaVIxQ01inVODD08l4a3wvOrOL3BbB0SRnqat2YeGInJCfEImwJSOERK1R3TND4iaD71R8I4tGHtuCzD1NEKtXBElUCZ6+pSBr+qehm8rsiGscV90Py+mKkWKoRdfo4nH3z/yF5yJDIUzQOB0GOWw1Z1Bh1f9iHnFU5sDpj0GtkR8kPGxytscdxE0Iv76Xxo8Dy4nTaceJJnXDeBb2QnBhjuGA5SFxzpUZTQFR2myheE45PxehxuzHx5ErccWc0Jp3gRUNdNWICXXDWuOtx4V1/xcjf3Yq1xyXjg/pFeOe1p1FW5kM47FXtbka7p8ahgFM9sFnFIgxgd9jR/7h+6DOqmxy3y58ehncwaAtTQ0PjqCIU8glpOuD1+ZGTUy0KWhjduiViR+FGLN4wF51SemDCsJORkpiGutpq/OX132BVySLE1QYxus/D+OPNVyM2xgmr0uHat2Wk0TTQFqaGhkaLhCGUwoiKtmLQoDT07pMIh8OJAd2H4/JTf43Tjz0fqSkZsNisiEtKQ//M4YiDA/60AGbP/wyPPuDAvHmhvSvuaGg0EzRhamhoHGXYhQzp6CJxcrylQ/hTbEWbDfFxiUKkMfI74gizBnHOpCswps+ZGJp6Mso29cHcWbX48N0Aquq0S1ajeaEJU0NDQ4GtM/5wCKFQAEEJRwpmmzhX9VfL1nG6Rk7faE7byOFLnPZStna5pmenXvj9zx/Fn695Dh2ShqLOlYXKsmx5hjYxNZoXmjA1NDQUgpYgwj4v8qaXwVfjjxxtYRBDk+SZmpSOjLTO+GDKJbj1bifu+EMCkpN0+6VG80ITpoaGhoItaEX+/FLM+tUqfHnTt5GjLQu0RlWPWAnc790zDb+5dQQmTegiwkwTpkbzQhOmhoaGAWsIQWcAuanr0dCzInKwZaFxp37uh+AVozMIC9s99QLSGs0MTZgaGhoKXKGmz/E98ct3JuOKv7TMaedUe2ejYLPEwGohWbLDUMscPxjiXLhC7oFwcB/C12h90ISpoaGhoCYBt4XQb2QvOGP14PUmQ0hs4IAfwaoQwiFtBbdmaMLU0NBQsLBdMMyeqrIleWo0CQLwo3RdFba8VICSTVWRoxqtEZowNTSOBuiZU21wYnHIVk3sZi5xdZTA5dro5hTqFMmgCbPJ4AWWvrYeK5/Ygc2f7owc1GiN0ISpoXEUQGLkOo+hUBiBUNBYh1BC6Ci2cxljIdk2yJlGNWE2FaiIpPRJgO1YLzJGJkWOarRGaMLU0DgqCKtxj1YhTI55rM1xw6KW37cYq/BrtBlYnTaM/cUwTHxgGPqe1i1yVKM1QhOmhsZRQEiIkWvte11ebP4oHysf2478lcXqjHLXarQZWMVyj82IQr/xPeCMc0SOarRGaMLU0DgKUB1rwjb4PD5sX5mFpbNXIHvjToMrj2I7pkbTg1P62SRYOL2fnlyhVUMTpobGUYDhdQ0iJiEWw37WF8Ov74WhJwxUwtXoeKPRVqDGjFLUSrbqtuHWDU2YGhpHAeGwRfWMtUc50PvErjjp1nFI75MsJ7RA1dBoqdCEqaFxFGCxBBHimEchyJjoWCQkx/Og6jnLwSYaGhotD0ecMMPhIAIeP/w+P4IhvRyPRvuExWKHnUtY2SzG0lU2m1rWymazg8tcaWhotDwcUcLk+LLcBSV4c/hsvD9iAUIeTZgaGhoaGq0DR9zCXPbGOhSUF6AwdSdCVu160tDQ0NBoHTiihMneYmNuHYQxD/TFDR9dCrvTGTnTUtG4e7/u6q+hoaHx0yByVP3jTFeUqfuHlo0jbmH2HdMT5955Kjp0SYXNesRff0jgNGWhUFC1sZpTlanOGKHWkakaGhoaLRFqvuRgGF6vB2Ubq1BT4FIyVk0NKedaOlomYx1lhCxsWzUmot47r6exbQV5qqGhodEyERKZag3BVezFVzcuw+oXsiIGCUclt/whVZowDwKOk3OV+VC2tA5el8/IVE5oZtEWpoaGhsaPQdAWgCVohc/tx8aVG5GzPhvWIHuFh1vFAjmaMA8Aq5BlwBfAvH8vxcL71yNrYR6MdV852Pz7c5WuhfoiFwL1QUWwRwuK4ENcMopEf+SgXNfyTq7CoaHRVmGMl6VlZHijNA4NNjgU60SnR2H07wah9yVd5LcFFglqAfMWDk2YB4CqCoEwlk9ZjVUblxsHxbIMWoQAf2AmlpJtFVj04HpsfjNPVaqjAaO9NSDfIZWZcaC/4wjAcK2QpNnue/SWqdLQaFZIuQ54gijfWIeSxbUI+o6eYtzaQFLk2OOktARc8thZOPFX44yxyGrssSbMVglOkeyMduC8B07G2f+cgL4n9BCr067aNH/IJZuzNh9z3/8Wq75dDWHYyNEjDL5WgjH52pEkLXlb5JMtUrIkuTQ02iQqi6sx57lvsfo/W1GxozpyVONQQEWastThaH3zJmvCPBhE4Rlz8QhMunIcHFE2hK1cu1Ao6AcIs+eYrpj0p+EYd/swRRpHC+U767DiH9nIeqcE3mp/5GjzwlXhQ97HZdg1txrehsARpWoNjSMFKoUMblstKuPKYE/QMzMdKuj9otFheKNan0atCfMA4DI8FmE7NWWZwybbSOBKEj/gNujUJwOn3TIRA4/tp55zVCAFsaqgBhs+3o5VogGXrq+MnGhelO2swPo3srHqX1tQW9AQOaqh0XQIhUURE6Fbtq0CG17MQV1+gzqm2syPUBMAZUBa5xSce++pOO2+8Ujqmhg5o/FDMCxKeuqM0NqgCfMAYIUwM3RPYFKp/P3+TCbJxibFKnL9oWubE6k9k5A43oH6DuUIxRyZKQgd8TaUYTfy63PgCXoiRzU0mg5ceJvWyWePfo1vHlyHqdcuUTzJmvZD3p+mhCPKjoxe6ejUuwNsNi1GDx3MqaMnF38qdE63USRnJuCcv56Iyf87E12O6RA52rzo2Dcd5z1zAq54+Tx06ddRqkXrrRgaLRNc3YVd1sddORxV3QuRE71DLc5M1tSdzDSaGxYpZN8pZU8//TQ6duyIK6+8MnJEozWBHX04U5Ea1SLyhT3Q2G27ucFhLEERZhZrWCztiFWuSVOjCcFhW+ytLkUMPl8A9pANthiSKJtNaGpqG0DjpyM5ORlVVVXfcRvr0tUGQapSS0XZjeWijgRZEnyP3W4sUyUx4BHjhEaTIhQ0FBO/O4DtU3Px9fWrULigFP6QV6ystj3EgU0eDouUayljMdHRcMQ6RCG0w2qTsqbJUqOZoUuYhkZrA3sZyl/AH0DZthqs/WQbipaWwha0syEvcpGGhkZTQxOmhkYrQ0gI02qxwBnlQNLAKDiP8SPU0aeIVENDo/mgCfNogvJNgrIX2C0+yDmGGp3Q0DgAOLiJhqTVacHAM3rjhi9+jtGXDzFqczMbmC2jZDaOBWuPsW0JMVNgtxDVNYRxOxI91FvQt7dxHFXCbO+92rjUDTvn+H0B7Pg6H/lflyHk51I3elo5jYODQ5ZspE3Z2h1OxCZGwxkdBSvbjvfrpHA4MOW8Of8wy6ARGu8zGPMFNw5HCvI2RlBtwyFOASl1SN6v4rxfPIyrIoh8g9o9wLX7g3eq5/IdP3Dt/mD6cGnA6uoQ/IG9k4YYzzncZxlxPZTQlPix3/5dMG5q0+RxPBo44oTZHJnbWkHXGseOeWo9+Pj30/HFfUsAn1QwkXm6KaploD2VVSmN6o+ka9RTHlSSzvhtXCbFk+cjP3g6sntkYMQjTNFlCSF3ZxZyd2yOxGffSsN48ogRd+O71PFDUSrkebzqRykgUqeXLa/HO2/7MXOqQ72fD+Sj9qRbk8B4rtprYnc8v5oy6Kc+1fheI/3bAo44YbIABoNBFdo7OGetJSz/O60YeGkv9Lw0HiGn2btUT+jcUtCeSNPn86GquholZWXYVVaiFiIgFHHIrkXSwh8IoKquBi6vMTkFS+uRA4lSNhIPb70f//nnI3jrxX/C73PzoLrChEH6xjF+l9/v33PsUIiQdza4GuCVew8HvkAQLz+fhddfqsVT/+eDzxuInOG7I7uHCMaTgXHmN7g9HhUvklmDO4iS8hp5n8TvcB/8PWD+Mu8LdhWJ/m4sbfiTILfX1tVJXMt++rOOMmwPCiL7e7B06VLEx8dj2LBhkSNNB5fbhSVrVqNYKmTXjh1VYQhETP8DFeKS8nIUFO9GTEw0rHabUTkjFebgSS8XRK4xf/Li77uDZ/KlgBSVFCMuJgZOu924+kAZrB4v/+0fBxZsbnmP/KuorlKV1OkULVP9RbDnO40jjigH+ozvgf4Tu8HmcKpjBizweL0qXtW1tSoNbNZG81bu+xgFMw3p7vX4vPDK+3mPeSmxeccOZOXlIDkpGU6b8Z3mI9weL7bl7EShpHlsbAyiHFHGe1Q6WNTxDdu3IiE+ATHOyLkI9qkMB4qb/FBqEq9jPNU547kG9rs/8rPRrhpO0eBxK5eRPZIW5jfveT9/mvqGOhc53ujxe6DiYZzYvzK73R5sj6SFR9KFLiqH5CU73KhnydbIVeP9hGqLboRGb5d947o9JUF+hoIh1Mv3+EXI2qXMmcf33HQA7F9PeCldk9UilALBAByRPDUfwv/5bgrZfe/cFxTG365Zg81ZW7Bk+SoUle1Gz8xMREuZ3DNiQx62IzcH365aob41JTkZdocjcs5436GCSvOukhJERTn3luv9vn2feiNQ2SoHuCLO7Ke+wX8/fATVVTW44LJfIDo2Tk42+sJIfEhgjO/O/Fx069JVvkWU1P3SkODV6vVyHxUF9kKev3Sx3JeP3t17qCEth4JAKICvvtiInOwq+ZWGnimliOrgQn5pIZLjEoxvZdxU/EwyNT48zMXr5TB/8Vv5rNqaWlUGV65ehcLSUiTIM7btCOKLT4NYvLQWScl16NAhVg21ORhUSpj5E/l2M2WVcdooPerq67F4xXJs2b4dGWnpIieSImcOHXvfJ8+1WjB99ixsyclGZqfOiIky5YZZI1oeHn/8cdx///3fqWtH3ML0CgGsEMJcKSEkf3UN9Zg6ZyZWb1iHoCqokcSObNds3IAvZnwlFatYCRdW0tKKCtGADG3FLAPGTuQH9/ecEEROqevVb+P8nj/ZD4hWxTh9Om0qdkslDoSCSigrt4RcruIVuY+B58prqlRBdlHrixw323fqXS5MkWfNX/wtKmuqsWr9enyzfJmKu4qHBBYXM0OKRaPbIhWaAk/NZsJ3yrN25uXi0+nTsHTVSlRWsQLuhSroDAoRshbw2TVCsMtWrca8bxcpa0F9i2r7ATZu3oxpM2eiTgQsjwQC8nVygve5JN5r1q/DNxLvigrOQcsTkY2c37J9G6bNmIEi+W4jt/aF+W3mPY1BLuHX1jc0YO2mTZKHpYrQt2VnYfnaNaIU1AgpGXE071VtKfzJrZBCQVEhps2eqe5RbSzqzzjPtFTpKQdqGurgFu3YOBkJB4RxgsK7rLJyT/x5lHm4QuI1ZdqX+Ezy8vOvpmNHTo5o+mKpMFZy3R4wflI+y0VJ2ixx2yRKybqtW1Al+aCukv+MZxtpbf5mPn0mz1++drXkPddQFSWxrBzL5L3frl6JrTuzlNJlgvd8B3Isr7BAhPu3+GbZUlSKhcjrqutqjTa0yLtUBnwP/GKprF63Dps3bRVlwYI6Zr81BL8I7Rp5llJs5Y/pXl9Th6AQipoWLvLsxuKP6cPDVBqXrFmplF6+nfeWVlagvKoS66UcTp83B3O/mY8KqSMeWoDqXgOMs1HG5b/IQVq4rJRBKbNfvTpDPS9kccLp4JAa89pIYFGQTVAIc+u2bVi3Yb0oJy5szd4hlqPLeGAEfJdqE+UNETA/84Uss7KMsnaocNgcuPE3A3HltRZ0bvgvGl54CDOffwFfTvsaebt2GXVRVEf1TlPAkDi55QpHciwkG76zsLAYX86ejW+WLEFWbh4WSv4uXVmAKZ+E8P7bfnz5kRX1daKw/EDeykPV/8whfqf8p+SBSxTBwH73Rjmd6JzRUQyazmI8xJq3HhrkWjMN+ZVGeTd6dddW16j3V7KeH84zWxCOuIVpEy0tPS0NA3r1RqpsvZJhFBh+IdLU5FTRXnMRLRnGQckUfkEptFGi4fbu0V0sHtEgJcVfeutN5BYVqXuKqyqQJNaOU65hHjQIeQXkHrstMruNyhmL0uJJXg1ej3p/TW0dCkt2izAKqELBwkkBw/1+vXohVrbsVMHybPZKpECje8YhlgC3y4TElq1cgY4ZGUrTZmEguPXJtavXr5VrnaKldxMlYQ3Wb92MjPR0dOqQQaUrcqWBqTOmY5lc31/ShQW2QL6P30SLvEQIvIc8o3f37uqYCbPZwu3ziGVcgmjR3PjdPOxxe7Fx2xZsEGJqcLuRJFpifFys0pLjZNtJrPseXTORv7sIy+W9PJ4m32CT++NjY5Umzo4LxRVl6jetH76P70hNSUGf7j0RHR2l0qgxmJ5Fkq5UjJiHVnkewd/frlolaehXhPnepx+r/O0i8SA5LxBNvkNaB8TFx6pvZAVjxcstKFAWDfOY6UIBvHHLFiQmJEj8u6nr9hClgPdUiiLz0dQvFeH16tZNpbJRCtQFsrM33WmFM1/nfrsQ67O2I07enZqaovK3QIQb4zqwd19U1dRgq1ibNaJ9S6lAenqamhSCAsGYN1ie5fGJYrQOM+fNxXpJ99z8AnRU+d3BeLmEMN/dSKDQg7BBiINK0qB+/dX3ZAkpz14wXymROQX5UmY6qDRXU/83+lYTFMAkuuXr1ih3Wh+xhipFOM1fsRQ1ldWqfK7dsglhqRdJiQefKJyWT4fkFMRFZ2LBVyNRnNcT3Xs4UFG7E0vXroIlGEZGRgexcOJV+cjs3FmVByo5da4Gw/pmLCV+pFaWl5z8PHz8xWdyXbTUq95Snt1YIEJ/3caNSE9NQ4EQPZ+3ct16RZp9e/Tc832sk1SijUUPjPQiLSMcUHlQL3Vjc10uhow5DsNHjESyfBtJ2y/l1i3pylQmoRsyJx39e/dBjeTj9HmzxSqtVultgvfxetZz4/1hdV8HiWP/Pn1U+u+f7geFPKhzZgKGDE1DfdY0xK+cgvi8PFh9IaQPGoQMqWdhiwMhm0XKl0sseykHbrvUHZvUM4vUmZAqD0FRVLbn7MBn06ciJSFJ0rwLsufOReXqaJEt3USxykKHjjm4/MqeUmZZtxt5nw4A9X2Snor8pcgGRJH4TIyRwl1Fkja9jYsEDqmzzJuu8r4k4QEm+SF/u5F0EViUYUPPRc/u3dBLZEa5KOGLN6xBpRgOlD+H/NwjjINZmEeUMJlZeUIEFDp9evZWriOHw4HuItQyO3fFehGEy1avRmpiEjIls5jwrOAxMTFiifhE4MfBZrEha+cOlIl10uByi5mfhY4paSLAOihLatHK5Upgp0sBZyWlMMkqyEVJcSne+fhDEWoe9OnWE5/OmIYNYi3ViobPys9Cs377VlTW1TCmijBjYmMwRwTXbiHlZInTzDlzUFBWjIzUVMRExaCsvEJZab179lTxZNKaBMJv65GZib5CvvFCArtEw16waKEUwkz0k8LJQuvxe5UwYEGnRWsVrXnooMFKG37p1VekUFsxesQxUtB6oLvEMU6+nxmoNDhmpPxjBf92+RKxRlaLHAlGXE7yfknXjiKoKfjXbNqg0jKzcxdEiYBLSkxAVxF21ISp5b/34QfoKBWknwgUu8Q7JTlJhflLFmPRsmXy7m7YIdbvbknfGEnTvOJd6CzaZ7zky74FyoI8Ibhv16xSFk93qRB8H19eLhXklXffQYVYcSOGDBHhHZY87iyhq6q4dM3l7ioUDbxQ3pcp6W88e8rUqSJM14kiE62Uhjgh717deqCblBe68sz30woj6fO3T0jwi6lfiXEUlvQbroizoroSTiFcfh/BNCSJf/LVV8gTK6JarLI1Qjgjhw5TwqJGtOB5QuRsOhg+YICyFHcKYVZJ/Lt16ir5B5RVVyhFSQl0eS/FuZfehmAA/fv2EeISJadHD1EcYpj8ivx8YvHxGxht3kfXf2bXrso9XitWcZQoISSQFMmjhNh47MwrQFHpLgzo3x9xUuaY5/umuQHm886cXLikbg0bOEjKvQVz585DAuuPKAEfTP9CudpGDB4SueO7sIo1mSbfvnK5pN+HVhTvsiA/LxZlFcXYtWu+fEtvdJMyTWsuISEeDslbxmSlKAlLxYrktzDtVFpI+jI/qIClCQkz75hWLPdbpHzXS3qOGzkKA/v1Uy7Gj0XBoet0wtixki6GgrVBLHQqIGyKYP0LSrouWb0GJeUlUrbT0X1Id1iinWKbWTB+zDgkxMcpolwv9y1avky5illXrUKaJPPC0t0qTjk7d6p06CJ1wATrX76UvVzJo1hR9Cg7mEkp8t7kpES57/vJqDF27d4tyuoOSYs4/Purf6LLtioMlboeX1ED56q1qJ09D4vn+/De0oFYuKAaM2a6MGuaDQvn25XlXFEHyUcLYnwVsPjEIt64CR0kfgPydyN53kIk5mxGfUIAZ17XG7+6oQ/69k2VdBZlxdDCvwdhbM3agaVSzplWMY5ovP3Jx/BI/Zhw7LGRawTy3VR0aRiY5e1AZe77wLrA5p2vRRFdK5b9UCmTHcRQef/jT5BVlI8OsQkYJPXqcJ97pHBUCZOVhy+m2+vzmV9huQjUXiJMU0RIUAOk9pYkBZMVziZaV2cpyPX1DVLASxTxzJg/VzTcNegtgpTCngQ1TIglIz1DCe2B/fspK7S2vk5ZVD6XB71EUNFaLK0ox1tClMXl5ThtwkT07dNbiDdeLMPlKCsphV/ixDgERDPPyt6JrZu3iFacj7KqKgzpNxD/E2u2ROIxVDRDumyrRPAP6jdAPSNWBF+iWG6pIhCoaUc+VpEYaTNOXRMjJG9X39ivVx+lybGwfrNMyGjFCnTt1EUEaIyyenv3EMtWnlkn1u9G0cD79e2Nfn36GW2JIuxV4eUfC7DxNkEYLrGCsnKyMbBvP2QISdJKYaBgpkVrl4qUu3sXqurq5X0dJa4kGhHycjxJLDVq3skiWBasWKYs4g5pImTkfEBIyGG1q/abz76ais1btyNKBM43y5YgXkigb6+eiggYTJD4Vq9bq+LEShIbQyvUIkK/VBSiTWLNBURp2gWv2CCdxbrsItaP1HQUlxSjUpQgq+THMBFmtGpZbigAs0WIkVwZD1rQcbFxEevWEMxbs7Lw9eJFKBcFht/McjVM8mvo4EGSt3aslbScvWiRIvuOYiERbJNcuna15MFyeBvqcdmFF2HkkGHo1j1TtQWxvdwvShrbFpn3XTp2ECWvB046boIIqL746IspWL5yNQrku8qFjPuI9c9yRFLo07OXCPQMZfUXynelkijkuz75ajo2bt+OUUOHqvZXlhNOHM7c3LB1G76R9Gc57iNWFtuOWIa9HjcapDyMGj5cCD9K5YvhGDXSnYFlge1MmZ06KQUtUcpamljJA8UyohXFulwsCltHqS+dJL1JYvTcqPl+JQ1NhFhuZFtb68P06UtFGdwlgrs3dudHITlrC4YXSb5bfHD26iFxp40n90jYvasA69ZuQB8p27SG+UjT8me96CLxSoxPVJZzdkEeBkucRo0YoerEMqlTa7bsQDjkwiSxFHuIkkF4vR6xsDdg0dLFEWu2i1jjHkz9egY2i2I9ZuRoJCUnYoAQ7jFDh6tyzjKdtTMbn82ciQIpM93kvT0lX5hAa8RanyYKLxXkyy/6GXqIkm62+RnC3YMlq1Yq65cWOb0C+3ov9qbT/uD94TBb57kNYcbsmZg5b74olkWon74ZpzRUocQfRq4oRMVFZdhVtBtr8mMxI0ssxiwX8rI8KC4MoagAWL/BiyXzvJj/dQg93rsOli8/RYqUX9umjUjZtAWeqkqsTqrD2BtPxaVXnopevaR+S1nluxvnpQJlUWSX51hXNks5+3rOXDEo0qROdZG86ItRx4xQ7Ypsftiam6PKSVSkXVo9Uz1W/hMFlGWVDQcsJzRGeFo2+4BKUZ3Uf57IESXT63Zj8ICByuOUlp6GVJGLE8ePV0rJd+LcQnBUCdPMLGp3qYnJSJOKQo3ZIRltRojnXGIxLluzBttF+K9YvxrrNm9ETynYCSIgrX6xvoYMVonsFKEeKwKbz2GmG9pgWBHPgD59MUieHS+kxMxlG9HSVaswctAQnDRxohJktFSPGTwUA/r2l4pViE1SAQcJMZ16wok4fvwERdYsBMfIPUMGDxbSEs26YxcMEcHJyplIa1KEzaatmzFHrEZ+W6e0DqLFCqlJSaIIrK6pwdT5c+AXzZ8VkIWls1RguhZZ+LZu24pNQs7D5PnKSpHvJylyS/fpuLHHIl3iulzIh5p2jlhuW3ZkKcFI64tg2vGPhD104GAhIApDuyIll9foOacIRJ6/bv16lOwuxnB5Hy12M0/4rHQhEbZXTp81S7T9OEmXvny4InFanXR/0lqla3LU8BHo1q270tApePktRg4alYmdgRKl7IykEKNwFmLw+Pz4x/P/Us0zVDgKpVKWihaeLiRNl9vXkoa9unbDuaefgePGHKuUJ/VtEiqqqrFIzpOgYyTdF69ciWiJM+PEthheUyTKwFcipNaJJU0PAK3ElIgSI6fRIJWX7Sf9hMiYFoxwpZSLabNmwlVTixuv+aUiUk64TPN8k5Dat0JeFRLXLVnblaua5N9FhDYrfJzEhdZqgsRj/oJ5qBGr86Tjj1ffzzThObbTLBZCLhKrpbdYxCSHfLEW06X808OgSIuCRyJIC4havrvBhSH9B4j1lqDKF8tDrx7dMVyInM+mtc48k0Iixd1Ib34f04DlhooE28mp0PCd5ZUVsEU5lIWXkpyKKTOnqfbRmro6rNi4ThSLJMkrlkcDzEdVljs7cNGlvVDvrsKmVUE01O9GXvlSxGYvQcLaRQjuLoNdLLxNIuFJTH2kjBw3ZpQq3xZ7QCSmQ8VJPVO2FvlWWtbLVq/E3G8WKMWRXhNesXHzJixYvADXXXkVRg0eIQqRKAR0udol3imJCMjn7iotQwdRAJiGDBOPPU4UPbH65FrWfdZnfj97dLKTVpZY2ieIYnP8cccpBWsT2y+lrllFSTjz5FOVd8JMN+6wI9nOwnzVZFOUmy/lpKcQrcQv8g1GyhwcRr8Fv1xPGgGSUjqIbLBj/tSTUVZzLjpVvYY10XY4jxmJbFcupvX0YUdSCaxxW6WsbERMfB1cddVocG1Gv0E1CFhLUFm8Avbsd1BQLoqkEG2o3o04jw8VQlpLu3lR3V8UuX4jkZqUIaVIygLLhHr7Xij3P7csMwJ+D5XUY0YMl/TvLvVugbL2jpV4eYJ+fPLlF9i2YweGiyxJkDqs8k49gyXNeA7bVvmD89zvLCzEjrwcUXqNzpsE37RSLNipc2YjVvLl2JGjRHkdouQKr2H9o+eNZZXPM+9raWgRFiZBQVdcXiYa/3xV6Kl9m+eosRQXF8MuqT5GBG4vsSipbfcRrXngwAFiMcaohmr+haSyiHquNHXlipBncEvNiJnK4sNK9IVYtAWi5dM67du/L4JiSa4SbW0nBZkIUFp8QwYMUtoxo0E339qNm1BZX6tcWx1EMHQQbcwuzyIh0gLgc1V8paKxww8tCrZLss3hcxHcdHtQnH305ecIioU0WgokixytA4LCsK8ImUmiZZHsWMpobUhCqfN8PoVjgwjQBVKJt4nQLioqwg6xpGh10ErgMyhsCaYfhSvJiZbDpu3b8PYnHyrBTSFGUhwpGj3dLiRQM/5mutPKobvkBFEWqHDQUuKzKdTpGps6Z5YQWwgjxcqJjY5FByENpkeNWGYVohiQIE23JLVdaud0ofHxWXl5yJGQkpKKWHsUrv355bj0oovUt9eIxfvV17OxQyppj8yuGEyLVBQdpgLfz/Sl5TBcCJDvZgew+d8uQmJMnGpnNtOzo1g1J06YpFx2udk7ccYpp6o0ra2vV+QRJ2Xu+OPGq8XAmT7s9UmFi5bPpAkTECNp8t7nU5RLtIvk4+Lly1XbtEPi0Fm+pa8IUFpOO3bmYLuQPduT2AZMS+/8c87BJHm2Yf0Z6Umsk7guFvKiS32olK9SIVXWKQoQKoqMu/md/GPb4CAp4yrdWB6kLMyeP1+1HeaLYPp25XKVvvPFkt4iVlR3UVqctAJUuVGvVPfk5OZilyiBVNJmikDcKmV90rjxsMv7Vq9Zyz48Qs5u5RZlGxLLxx7Ic/hNDilbYZsfc7L/jvW5H6G+YjpirCuRLMRpkXoRs3YTaj6egplr47GoyodRQ3qq9znk4ZYQJ0Lnw/amBcmd7WL8NlrrdKmbbeJ9pbyNP3Yc6qrr0LlrB1H2fCjI243tW4qQ0iFRFMsdyM7OQn+5jmUhPSlVFGgpw6z/fHajNOc7S8pKkSdCfKhYNFS2+U1LJT+XrFiJ0SLPRo08RuoJm0EidVjixrZ6Ks0rV6/GBWeciVNEceb5fZ/9/SBZ1rk8mD2rHo8/FIdNy7uKIhWN4rL3sWHQNzjn0stwxaN/R25iCMtr1iCcWg9PfSESRIb96YErcPf9x+HKa/ph8uRBOP/8Dlic/wgWReViR3oQXQuBTaJwiG2PYMJ4bE1LRk1cBY4bcqIo6iR/yS8qj5FvIigjqYyybrMeFVeUi6xy71Fomf7/e/N11Ynv4rPOhVMyrZvIyLlLvkWUGB79Rabt/X76EYy2zy9mzMC27Gzl5Xv86X+ioLQY/bv3VEaEgryzTur1Ril37J/Qt2dvJTOVvGL8JD9U3keefThpfCRxMMI8Yst7maTJ7ZdCYnOECM476TScfsrJe8/L1uf3o7SqUnWR75SWLhqJCJBI5eP/LBhFpSX4/OsZkvBODOs/EONFCLHylYhGvVqs0m1CLCQLuhmSRVjWV1fj4nPPR6xkak1lFZ556UXloz/vtDOU647EkFdUiDlLFql2o/ycPOSXFOHxP/8VsfIMqWGqp13e7iIleChoVGSkHKkElX8sUuxQ8MRzzynifPC+PyBPtN0OInDZmUUNLJZrlTDkt3Ar/1G7fXfKJ/DJ9hfnXWhYf5FruIxRbXUt3F63IkQSaLoIDeXKoFCTNDP1ShIu04lttAuXLMGUL6fi/LPOxFmnnaaO892SeErrbCzYCT5Hpb5sicZtIbt27cZrH73PMeK44+abFGGyB2S1xOvFt95AZ7G6zj/1NGWF0WJSnWD4GKkcnLHosWefQZ3E6ZcXX4bBgwbA5W7AinXrUFRcgvraOuVNuPTcc3Hs6DEGifCbJH4qJirORmIY6Vulekt3F2uUYwC3ZO9Az8zuRnuspERY4m0Rhcr4lDC27tyBZ1/6L4aLwtItPQObRfEY2K8/Thh3nJSLRCPv5Mn5oow8/eJ/lPfjT3ffhfq6BjlWqNx9VEI41KhArNj53yxEcWU5fnnZ5dgp8d6SX4BMUTSuu8KoJ40rF9u3l65agW5SVthO97/33sVuKbd3/vompCUlokC+f8PWTUKgo+V3iirX/FB2AmLnKFqomzdsRJlYuZPGjsOCFUtwxYU/w+x5c1Wb3S3X/hI9JR2MxDa+16hfqlAi4BPl7atpSpsPO9k5CRg9ZLgSWnR3ut0upIqFb9Ytgs9gz3W6xT9e8i6ennI7GnaLVesPISUmAScWp6Ln+kLU2fiuJKxIeAw7o89DfKdqdO0RJ0qLHb+4igqskKbFtidO5rMZB/VTtnsURAmPPf8MvKLI/PzCC5FQlYC3L5mOHh27Y9jTmRgwlp1RLEo5YF1hOyytE7soP0aV2ht/9Vz5Y0oqC5znJFDpyxVFJ11kWk5ODvr374/EuHiV5ixzVBLYts5e6F07d1JKpWktfh/4TSYapFy//u5MfPRGb3gq+8Iv+bDb9TCSM19Hx5GxeO2eb4SQeqBwdxaeevtBfLNpJkK7bLjuzN/h+ptuUV4lyUxFcn/9y12Ylv0qvFYHUnzRuPy4azE2cxievPNlbHfeCWtsMrpmfo7f33smhosCUOtqUO2mE0aNUWRkgrFjGuXtKsC0uXOUB+/C089UMrVcZCK3DUJuPUT54ueWl1bgDw8/iL59++Ce396+51lMUZYrvz+Ix6U+V1VV47EH/oqdkqbseXzFZZNVWjdOjz17zAL5M71BZplQcZNto9xrUTjY8l5HrNOP+WJu6eabOHosBg7ov89x+Q9bxDp7d8oUrN64XhI3iMyMTqoDC7Ubi+Q+2052iRU6i+0R1ZVIiIlVlgnv30gX6YL5KGXbpJDMLhFyTtHmr7j4Ejiio5UwihWyYWNzipAnh4R8/vVM1YOQ3dxLdxcjUSrLzy64AJecdz6cYm2yQjFbWaFeefMt7BZS7t6ls6q0zG2+l4FCnm7XsWLJjRfhzx57JEvjusg3SlCFivdRuMsf5fti0erypPAdf9wEw+0WuZhv5m+2a9JKZMcQh52N+0aclHViBinQQXnYdrE+psyYhvHjxylNmUWX15vuGePlRgGmIKmtd8GuejfyMLVA8zoDLAdDhGQmjRsncYhVwxQ4vICWPa11i+TRkIED1b2LV6zAZ7NmqB7IxaLps92KHoJUsRrHjBkjURFNt7gcC6YuQUntbpx72um44Kyz0T2TvV3pnpcXSvqwExB/mNYXI8dT7DxDSy9KrLmVa9Zgxty5qucnrUCblBGONqUlTE2aVTIpLlF5NGxCAEMlzxuqa9BBLN3eEifVoUHexfxITIjHiMGDlSXGb4yWfKTrnpY2280WiYWyQJSp40aPxoljxql2wu5CRGVSDidIuiiXOiOvPsAAhS5d2/QGUPCw3TpV4kJXJJsUFq1YhiXy3ERR0HqKwDLoEqgXQmCv5WypBz+/8CJcesGFyrpmWrH368TjxmGE1MuuHTtJnpIc5S5VpPh+eQAVKdlh5yZarGmidP7jheexceMmlNZWKa2fZT9GvpPfznrFoT1GexStKnmm3GsTa3H6vFmITfUgsXMsTh/7M5x1wU14v2Yesk5MQvrZlyOxVx9UVlRid4EfJYUJWLs0iHMvdSI+RuqLpHV2Qa7qqOYQclNEJnnFXrx78lnezfh3kTpeV1+NU8aegKLNuzDvnYVwjgWOuWgwLGJEmz3W53zzDT6V8sWy2lXuUcqZKLv8BkMQywmV8wQTxShDTH8qmps2b8UUqe8FQppjRIlSFg+TTa5hPwG68WkN8X5anawj9S6Js49jfiX+rBsSZVV3JM12lexWTT5OqXd5Szdj9icdkV3YSe5ZJfXqE7nvVaSPCiIlvStuufj3qs4nJKYi0d4BK2evRN3OcsRWdsSA3sORmmk0FbjcdXj84b+g1lMteeDE8G4nomPXUfDHW1HSZRd2Fm6B3XWC1L3zsHTNcqzaPBVTPv8IeYVF6C5lgs0gBL+Jacx0odK3U4yA2rpasfAH4DNRphcsXaIUQqNfAOUBs90ucjJGdb6ioZEmChXTUR4hD7Qq9/ZgkdknTzweMXGxyrMzdMgQo+xH3vmdoP4Odq7lokX0kiWMgm0QgZlwJlRBlQpVXVEFm2Qg3Srs2kxrYmdBHoLBMOKFgDJEqx85bKhotMdjxJChqkBwaAArFnuTHj/+OJw+7mQM6TkQ48aMUsMoVom2PufbhfJe9oCLQo5YENTKysrKlJCKF8vp+ImT1DCDotJidO3UGdEi2AzLTRJKCkt8TByS4xNUN3P+3j/+BC1bEpyqjAJ+kyL7yA/+NgsYwb0Rw4bjuGPHqbYrlk7jmVJQ5T62N23P3inPCCuhe6B3EhSSlJ10N/mECDnhwM6CfGU9sQ3LHwyo8YOq3VhdD3w192vVq7hn166qHch87v7PJ4Ewv9gTde6ypWrWjm5i1fXu1VMqXX/VMYv5mp2djRWrV6n20q3ZWWpoDcnrGBH4TF9PgxufPzAXyXM744QLx6P36G6q9zPTgy47CtMKsaw4PtMl+cB2aJ6jG14pCY3ilSZloKdYb3Sl78jPQa5o0WzDpTL1kVhW7KEXHROlXHnDpYyw9+ZQ2Xbv3l2RiQnV9iOZTFcV20YbfznTiEKEEzQkRMdhoFgmbK+Llt9MkxFDh6t2dKWQyLUHyhcTaULUdN2TqHldJoVbh3SMHj5C9eqlV4TlkJ0l6NJPS07F8MFDkJIiZCyxUuVQ7ttVXqqGZDglP1LESma5YA9Z9W4JdbX1aqYelkN+p03yu4u8a7cog7vFUg643aIwDjQiJZGurqlTZYDWFXuWO5XlZhWrtxNG9x+PHblZ6JLUH9edfRsyxKItslRhQ+m3qI/Kx+UXnIyrrxyFitIcVJTVIjEtH1f+QpQfawBfzZ+PxVIWaPH37t5TCd0duTuxacc21W5aXinPkf3khCRJi84YNlQEr6SjP8qLkthK2Pq58c3q5ZIBDnTv2kWVa9aH5cuWwydKWrdumWIlsv3VIP099U3eV1ldhTJRgEl+ym0dQaKkl9/lwsnHn6DkW+P8UuJbMQN7zIakPBUhJ8+FD96yYOliqftpQpINFtTX+mGvL0BhVi7efe0NlO/cgfDcRah4+u/wF+7AluBWeGLmI7PbDoQadiFUb8EQ5/E4/czThXSjVB7tLizA0lkLECj1IbgjAQlRaeg1uitiE2Iwbeon+GrK56KA1CMm0AWZnQciNz+bH4bYDDEKdmyCpb6v1ItecLs6ok+3CjhiXVJOUnDJ+aLkS77zu1gf+S5+IdNmV2kJdogy3VfKYN9eveEUZZD1Ik7koZIdci1lKC3wXfLtnbt0Qie66+UxTFkqO2ziYM9jGi35YozEREdJGu9tr25LaDGEaUZg/62CZDLHCmaI4KtyifBwNygthu7S2QvnSaWuRn/R2mndxItVwF6PRluQaHiSyZtE0FDzCfmAoi/EnC6yI22oCIFou5qdZrsI8TgRdOxNu3LDOgzpPxBXXzoZw8RCYrsch5ksW78GXqlUxwwZZrg+JXosfNSuMqXi0kJg+wmFO7Xy/QU50fg3x1HSlVvX4FLTidENSwHc+Pv5PXt62e4BC7sF2bm5+GLWV4qwuovyQKJWZ/d7JwUnrUNaYYPle2jhsgGfHV46iKb47Yrl2Lhtq+o1yPY71oSt27ajrLxMWYiqE40c5XP3ffLed7lF2L7z8SciZKtVWxwP84yKqfyIEdINSJpQ6WAvU7psKsQiZ0elbkLKQV8QW2Zno2xVjSL00ACv5OsCudauOhWxEk6bM1t1vigsKFAdjJRyEYkQ84Hd/2lFMu+pOPG9bNfcmZ0jVuIwlMr3LBHtecfW7dhemKcULJKT+V2Nv47H+MySijI11InXNlZm2MWf4zBdHpcabM93pwvxOcXKVx8v4P0MpsD+IZhpSeKkQGLeszftO599qhQR5kGRKHIDhejpiSHhGfcY1tKqdWsxY95ceMTSHz5oMPJ37cKK9esUMdAqoOUw85t5qk2Rv6lMcpiEU5SBGqk/Y0eNRqqQMAmIFg+JZd2mjWpYDdv86BGxiDVFb07HlC447bgLcOrIc5CR2lXKvR2FZTuxfscShGV/XP/TMLTPMIwc2xG9egdx8eROks+834EYyV/2lGbHOVrwVPxmf7MACySv2JFp2/btqk26c6eOSE9LEqEs5Vo+k8ptn+HdEJuYJKRahh6dO0q8eqh8Zb5zAoVdZcWIlzqUKnnBjk1lVRXy/aIgyLeyc9FyIeo5Uq44hpIeCROccauPkMXuynJ4vT7VQ/xAoNt3hiiTb72+EUsWdMCm9VbMm+HBV1+FsHR6CQZMvwOupYtgWbMK6QuXIXbVKux216B4QALc3euQ3DGM++68A9/O/wqeGj/6bTgT3UZ0QsfBLK+iPHVIQ7ooCQg6kR6diSHHDkJPUR7Dku4rV63FPEmnVEn7zO69RCkbit69++H000+WejED+aJkhOoktcKJSLWn4IoLJJ8zvGqIzMgRx+wpX2bZlv8iZZoKd7wiTHo02GuVnhrCbM6hbGEfCfZSp2fIL2lUKeWD1jQnFWHdzM7JlXq6G7Pmz1Wyms0jxhvbFloMYRJmZqrIME/VUflfRc4Cj5AMO7kws9leSOuH49u6deoill+niHCS66XC8xnsFZq1Mwer1q4RgtmJNcs2Ivf1cpTNqcWA87ohqoNDteV0Sc/A6BEjlIYb54xWLjOSSVJSIl+lZpHpkJiMk8dPUgKH1gXjRq2fbVh8F92urPybhZwrRMiw0DAuJCwKVL9oYmanAhIqXSXvf/KJmmaK45GoAao2A3kWv5Zkb6aHKXRVuhg7igRjRRjQBcdeq3w2b6Q1aV6zF0xD2UiIjYlWbXv9xBpmb8jc/Hw01DeoHpp0P/EdfXv1wQA5n5HRUaW1eq+Exk80oeInFYouUA7lMXv+Gu/nVxi9UfOKCkQZDqqxhH27iQUqQn/UMceotk+LyERbRxHS4XL0OEHu7xStxmuS+GgFUbkokPSi5cC0SBcSTRWrQOWzvID5wA5NHPzOAdXKPUzPQlSM8giw92Md3bESp5MnTlJtyn1F6JCMjXjuhZnGtE4++uIzNd5vnGpH3Xsd2w/ZaWj5qpXYLPnHCTVIKrREaRlzbCaJj3nCvCbhsX2dHaJoAapEkcdxTGdFTZUSUFS8CJ6im1xyXgItbFHuklLkG+uU54OdKjpJvtBKIlR85R3xUnaLJI0SpNwNFYWPYzvpCjd7jNdLHIp37Ua9pBFnikpPS8UWUZy+nD1T9WzuJvHPzstRBMNhV+xZniLEMbj/AHUtXW8GrMrSqq11G4qEjYRtE2Ktx868/2fvP6DzTK/7XvQPohIASZAgQLABJNgb2HsdDqfPaIo0aqNmuR/HzrEdJyflxHFO4uTk2LkukWVZ0kjyjDS9sffeABAESIIkeiF6773d/dsvPg5mbCW56667ZrLWfYAP5fve933afnYv9VqetFa7Mp7QzGm2j5MjtGTpNKUk4cAHHBH4PsP9A4A9oOPWnXxn2iDSC4zxXLNshXtOEtKEmQSpdnTSiCdcOHL2nDEqXXrp6We0eNES36OTF86KbDcbVq0yJnqmn92L2dd14twZP1d9w4N+tmbYGvb19okQNgLlQ4kaWD80Cfg5/NWPfqDW5hZtXr/eP5vYgnWWOk3yjgyLUnf7kO1li2bP7zcmrU1tDdcUUfW6WiorFd7eazDYr+jRMN2MGtLV9G5t2v+ovv78NwxvzdXFC6ecOZ06lKz0bYu0YF2qPTuoMLN4yWIdeOoxZezO0MJNaapvazAcUazTly9renKSnn/6eT3z9JP61je+rgzDw3XGGB1865A6rN/ZyeFasmyO5jd2K/xqnp7/xlbtNIKKaeXjFjrHNhmbE2EkS9IXfqxJ4pvf4JPQ2bcGfOL7AXwSk3rc1hd7fIwxieC8ivJKP1dtRkj3bd/pJg7uxfekwwSREO4LPe9/1fa5UsmGfjuSMW6OQfkiB3vrqlUQEx6bSD7Yg1Ct4RLtRMXuC5BNsOm852EbhsRBjtHRkYoxLjd2rgHmgVTFJEQ7skqyg4Y9A6AhWQKcb2g9QB5wu6h4U5KNKEcE46GTQgOUtw8fNGAId/sXnniXrl91rne6HdAKI7RVJkXioVhjn5EvMcwQDF8cdhwsDE+o2ohuctIs594CxBkQmgCmg4F84re9H2uIMc2kWhAQBJkgfObrhNM+5wk4Q4C8cbLBOYh+4RaRFlg7kCOB4xD3ZpMOQfyoFLHRIdnWNzY6oude1im0JjT+DO0ZcXQdfd0qsXniRYyHc7zbl6xHe2GvIq5y87r12rBmrebNm6tpJs0glZH/tc7W5lzWZWmBtO/pHa5CXbF4iRNL7NQQWbxPIeqldjCz7uRp27qNPk5mSoznewcPGWHudtU7aepQ/a5assxjVpHGSEdIaMHTjz1m41jnhN3HZ08IjZPXw2ZTg0ARJ5lh3Hwg0drL5ow0c7egwL1UcQzZs227c+d8fs8I9zVj0EgPR05k4nlJAoFHMV6cMCs8GxXh1RuZ7uWaZpIS68VqhggzjBYMGKpoYgOTjPA12H4UGePHOUg2KSmIs5Pv07ARwR2btngGI1T/wG2KwTVxqsH6GXI2Ykt4CfC4KWOdrV+EOtvaXOK6npvrOT1jDQGmpaY6LBGqwZlgt5E22O/7JSUqt3mfPnN6XBqe7WOtq21VU82QVi/eqRULV9gYYAxY00DrUtPU7H4DIdUgawWhwnOy0+YIA4BHOV7ii22fnemyMdCnTU1lxkCdvXxJU4zQIF2RIITHkLIRT86N6zcow4hm/+Cgzl04p0n27Agj7vmFRZ6cYLURfhgNGABipNlH33xrSJWXc7JNYrzjoUcr7JqHjf7ZGLuW+SIFb9q8SLZl2rojWl/+6jwNh13S3a6f6XaUnRf127ATNWBMRlNnvKpi96l8Wqf6W9q1MmGblq5frGkJ07XG9mrN+o1a88RyxcSPO+sZ0+kerfaKnxGniMmRevOD93TF9mzrxg06sPcRfeXLLxtML7ZLyCo2oNzcW8rLuq6O+iYtWrZQLz33iFIKJqv39qiSuk4rfKDZ5jCkkaZO9XYPqG14ioaGDLbax1T1AFvvmO3VOHPOfFlU+wP8xN+Of9krXr5gY54+sLm52WOiCQMETsEr3UYY9+7Yqe0bN/qzgAtSZZ67fsWv4SwwP8dF9PO/YPtcSZihhhR5yRAJAeLkLvSNsm82D8IW8tIKtRDi5iIIRWiDaR5PaJLKXEMcq1Ys0+ItaVqyP1XT5sQbIgUYQLofN540MDikLgMKVDkQHIgGiBuuMIhrCvojlhKuKtW4xtkpOHFEevYRpD645ItGPCEmRcUlqjAOcJtJKjyHEwjB4mAi1ZYSXmFEZqEhXUIbaHDCuHzTPg1gPl17ISnglASHl19U4OsE5xykZiMo+7Zu2fsEZeOMwhMmPoe/GA8cOoHZsw1hJdsLpE0FhMuZme6EAnfu+/Dxrd5CDkPE0Z03DrjDpAAcpkCK6TYX9otGnyB53ud1/vIVXcvN0ezEZN0tLnI1+Ej/kJJnJno4D8SacYX2GS71gh262/fvufPSiP2/z6R9DilqMgLZccIhTg7m53KWIb/7BVpuiAXYgJC7qs0YAzLS3MzP98nPmJbgz/9Hm32evnChVi5b5sic9QxJ78yFTEQzEqY50sAGyf7xcZnt5Z17d12CIpsPb6KyRspGm4GKn30CTuvq69XS3GpS0ZJxBsPWyzpBUq4zIsi64MTGODdtWO9r0kDs4cwk99qEucJ78rU333Db2toVK/0ZpCEk4w6hTyTS8PNhz+3s7vHYVAgpRJjQpXVGILA/XTKJefaMmZ4IAc/M0FY7weIP9tr+fv3dd3S7sEA5WVnOiCalpCj37l1Xs7aalNbQ3Kg0WxviUl2qNKJFAomLRpCG+gd8DUKNPjibmAqwOy+w9cJeH4IbGv0DP102dtZxuxEZ/Bd4j7OI9IzpAAaBzFWVddWesWvNqpUeYsZ+JCXONNhIM9gzps+/As0PSUuGjZgTp/nGe+96IoRfeeUb/uxQ87mzftaAIdzCsffPm2/ndcFMxcTF6F/8q2+pIbZIw1GTlJy2Qk+9+G2NLZyndwqGVRT22xroT1NrSZkiase06an12rR9k1atWaU5K+fo4o1rnhyB9b2Zf8f3FJUwDAojJW6bah7EguMx7mOxa2GGi8pK3OudcUXHxmvarDkmUfep/VaZ4nryNa3+kjquXFBf4T21Zd7U/RsdOlywTrdujer6pSGdP4sjnZSaNqboGHoLbO5o5Gob6zXHmKGJmhW7wBuhIggIqGnx/UDdj/f4gd173XMbBrXPziPnFye/08bAFJdX2DMb7b1wN6cxz4nr/L9K+1xJmJ5M2sZRbwTqmHGw06dMdQnSQcfe90Pyjyxyj0lqeM8SvsA9oQaXxCvYdAAiTNFxkYqOj1I4z/LnTjic9mIMSCIeCG+Im9Rtpy9d9Ow2SIvkUE0xaRBJDik33ZAlBJOqIXcMkeB2vGzhIifUSGVIPAAYhxEJKUAGIAHmHOaHj/gnnGXIxgMRwHjeZIjxxKULjlSxW4UaBOJuaZHdbAfXEN1VYyywG5BggFR17n1pz6CRoQOimWgIF1WVew9+gkHwQfDT9jXO7RihwGQahxImARsp9saJS89ahf4l5AV17FpDvjeMEIZHRmi+HbaHMVgTGs/G7sF6IpWRQrDDpFvUZKRUA4Gi6guNAfyAZ2KRIV3saag0PQwi0pgZQyZIGB8cPeJrt3fHDncCI8HACpsviBRG5fDpk55v97nHn/B9IpE+48XJ4Zc2658viEmhISbslew340IdDsMDskZ97d6wtuasLM44pHDMWLHKEHSkSw5kGALBoKkAFnkGXxB38glDEGFy7EOH18OnT3kat+KSUqWY9If3NrbfPpPGqZSCoxaqZpA+6QGvG6yivcAefMTODVJ72nwIE70Ea85XZk6OJ7qw2wyum9wxC1cv5sgYUZPDJHB9iFDBuOWXFLn2BObu8ImTGhwZ0jOPPmZSz2Y1t7bqQ1v/eUYIt6zdoJlxxjgURqj10qDi5tlZmxrlttfL1666unhVyLHIWsBwjTliBb7QbtDnpxtnBkYUhjQBJsWdvgLGNaTt4RfaHQoE7Nm5y1X9R8+e1mxDzjjk4dlOGBbMDgidhPpnjMmrqaky5mOOKkyCXWqMC2swcQwwa9jQ0Rzk256QNSohYYo6u3rU2dPt6/ef/+O/1qRoY1ajZ+t3f/1PtP8LL6s90pi8iotqa4tR1OATiopcq/XbZ2nL/gU2hkkaDQtXj53ln7/9nuGASU7MDx8/5o54+BNAMJkhZ+ie4RU0AauMCSBtpc/WPm/vaHMnqdWr1mla4hy1dvaoqGJE8XWtWq481Y+0qby/U80PapTZVKSCmhgdK01Sblad7t1uUE3VsK1pr0m64UqYjnd4mK7dyDbm+Zrjjb3GlIZwycTG6rBnEYzF4ISog6rqas2eN8dw32Jdy7upkgcPNMvOMmvPucEhjtSQ4AU0Cf9/gvn/ZcOD7+KNTDtc9c5RNRsy3Lphk3PDjO0ThI3TYUBDMmVUYiQ1eOvgRyZlDGqNHUgIA9VOrt286SqtGXYY2WB2mufwFTx0knN3VXagkeIIzQA5o4ojlZZ7xNpGQ0CbjBu9axJOdVW1Iwp38LDH8DkHurq2VkdNGgCZpdghxfMOVTHPLSgv9etQNTnqMsTIgvMFUSZnKEmgAaJRn6EdVOPGi0xyhGAhgYCkQWLYTN85dNAOS6cnjC97UOn5Xret2+DpztwOaV9ciwSBXQeCi/NKVl6ee5qyZsSbMQbkB4gU6mASRvh7di8IHPdxVHws9+2i+46gkYRYO68OYY373XHJ1ptD7wnQbb03r1nrqsFglgFwhYAMoo5EAcEgmQEMCIg393aeSS0p/jktdL0TGZMWkk0Cyli+wp1efvbGL1RsxBH1aFt3pxYbwYUpKK8oNyms3oPeccYCscLcLPIkA6jeI52gkfFm6tQJzh30Mf5nqDG34cEh/fDnrxt8GmIyCQ4kFnwb4bRnu62Sw2/XM16cllJmzXTCzgphX/V1iwuyzgSgG+bj7jXih5dsSE0ZWvvbJik1NzX7HuH5STLueyYxY+/D5lxXU+u2yCpjLK+a5IZE8qVnn3PVI9IBY4MwhZ7Ji0ay/QHrs9ru72q3c2HrjNMY2hB8ADz+kusZot8R5G49eOqE7phUvm5NhoaGBzXL4Or5Z541JDvNiTjnAnX+1k2bFDc0Rdnfz9f9d8u16Mm5ipsd6w5nScZUIK2HnMj8h70mjjE0TlowDl9ouw4Y69HB40fVbISDbDukcewyonXfzmZ7d5etVZwnwcCRC0YMpgtGZN3KIJsMZalIhwm8wRRCCMtN6sFxcNBwALBE6OpGk7A5FUju2OiolnPZJKg8I8Qk2ghlc8KD+Ebebd00HHPj4iVF9oRpwazl+qPf/zfOyFY3lOva/YPqaLb9615leGCFEuemaOveWIMFTqARHGMsMUvMx0QxZZrmJs/y0KSA0QzmD+yyFhDR2YaP3OTCotj31NgpWrQ4XSkp83Tndr/u35mr3pb96u+bpbaw6wpfYvC+doVudTzQ9cWDqp7Sq4EpJcZANysittLOaY8WLOnQ3FRj3hIDpu29gwed+O3budvxhm+JvYYGB1RS9UA1zcY42dpGRjIuzuYkxzN3799VmTG1GbZ+P//gXceXG4xOwAhhhiCFIeY0BAcYo+DBbG1ggmPNQ20iHHze2ueGYBKQ/d7RwyotLNHA0IBnr0cfPm0KWfE/eZhoZPO/ZsgCAoJUeSUz051xsJMBU21GUFBn4Ra/NH1xoE4NPWf8N68s0nIZoUYFmU7cn92Mw0irST7YcOYYN9RmEhD2Mpw/SDUHAGC3BOz5hkhymEBWSDwcWJwtAHgOJrGBSJtIyzh+OMHky4diPwxg/GWNWfIehJSYP899a0TQP7P3GRuBxkgEJG4fsHXAhkZoA1IP9/Mk1FXsFXZAPEfvFN5zOx5p9wi453NsW87Vj1/PUGAY7hebRNEWlLRC+qWU2HsffeRceHtPpyN/VGA+drs791aeTl4+7xLgVCS3tIUeI+jSdHDJ+LVB4/2QNAFyQW2IFyRqX2yqbr8KNbsGpH3uyiX3wtu5ZYvPC0m7qLDQGQbGuNUYhlkzE1V056aaq8tNIotSv60VaiUQLDlYbZLuNQojQ3YZH9uENnGMrCLzp6HGxIN55dLljiAYE8SUPaRxn9/rL3lGqTGTwmqrK/WhSWRtBkvzjXiTf5dGaMuFa1e8igiVPRi/P2P8WYyPfLzAGR7NSOEQeeyYhJuQljHHmIvisjJ1GWOZYZL0Zps/NmkcnFC/u6bAewu1MYdJChMM2Ni4ltSK2H1B0jCSofkzN1poPKjAZybMcPsi8XmomtkzPkfyY41BhDAk3NVusJO4bqrS983XpdzruldWrDWrVqu+oUGdJuVNN6mjs7fLtiNI5O1z/9SLxiiaDKZISXn73l33CUDdi0Ma57G88oGnoKyrr3VzBt7FhKK4Ot+YGNYvMXGGw8ugMdPAO+OHuEP00IwgveEQiM/B+uWrPGfw8DDapDrPNXzu8kUOhdYbzttlsEcaTNSQ4BsYhZKSMoUZvkqckqjf+6f/QnPmpbrHMvtT01CqxspyjXXZfMaMGbHfu3fFaEaKnWeDrYjwKId7NCQ2IW03hmPGDBIV+Mr7OrA+zAMp2KVpW5V7JYWeWCCR9R6L1IUzQzp2aLa6WhY5I1QTdlgdC/P1K3/4r7TzS1/WyNwkna+9rNH4XmMEmhQzPKJ56ZO1ZGmkpicNqrjirqd3hGmHaMJM7tm+XVExeMvS6ajXFj1y8pSKikp8raZMDbICocZlDqj/qahEvu+7xvClpsxxWPVrbB6cd8J6bhXk+/qhrWA+Nkvvwnecrsb3PgQDn7f2uSGYIDIyqaCm6Rns13pDChjgQ04sEJmJDSeXU2fPmjRYr+kzpqvEECe5KVH7QCSINXNJxg4IOvOAMxvfoAmPguuuelClpanpmjUryT9vMk70SmYWRkJDEgsciUN0UeGRNs3VpuPI1NCM2xGpxQgxg2g1tjZ7fB9IGakVlR1hFXDFIDLaxAUncUKJESWKYmMT45AQ30RVkBIjUkhjIcQCISWg3717bZ5IgSCSSiOe/I3EgEQGh3c1J8dVOxD+OHsfaamoqNhLJ/XbvEEyOOgwBycAdl9nZ5d++Oqrul9a4uNBzQeiwUMOFRBJIObNmuPcrs/BloHDAOHGsWIPiextnUBGtE8D1j/W6B24Yp+QSj/RbN0g4qQCpKYkGgcYCTLl4OlLejlSqpEFqrOrXdnnT+rCyaMqrq5ToyFbpEICz333x8fLXEfttLJOD/dxHD5CLSi0Pej1GkmFiASOOo+7Q/MOze3Tc+S/v/nz/6gP335NfUY9cbKC2DYYXBDiVGkEmPjHseFhj91FGzGx0c/0qQmeOxdiRg5kpDPmm5pmkobtOyEh04xxeeKR/e7sQi3HW8WFHi4xzwiuj+gT4xq1fye5eeGeMRpL09Ld/ACTyFp+eg5ONO2bahxoAiDCqDLLDXZwNAvBI2eBOE1gDLV0dGyUZq2YqQWb5yt+Rqzn5S2vrVFBUZHfW1FWqtlJKXrjo/f9THt2rF/SiCP9/k9+bAStXNdvZBuinqanDzw+nncZ236k7aFcrY19tsWY449TavIKmBq0PJxbL2gwriFhv4E1JNdpBt+T7FlIv5yrRoP7Nw594FqFFQsXaefWbdq4fp17EnMNsErO1c7ObpP0e/S8Sfff+s53tWnrDrW2turtDz5Qa0uH4kci9cCY6G22FrNmRmpD1etaWH5C0du36d3jh91pB3vx1euZDp9rbR/BW9h+GX/wE1oa4dmq7hcUqLymSq++9prqWuq1ae0m3cwe0E9+3Kfqilhjhh6oN/zHmrz8sBaunKWXX/otpc5fqoVLV+tmfq4amyo02hOu5SkZ2rtvjzZvXK601GRVV9e4eWPAGP97BkeE13Fu8OFQGIWsww1PUhawQtV1jWpqbVCY8X5JibMCOLAviO2sFOBuTHMNZ2CSwGt80J6JcEHDa5mC0RBnGDs8mNkrhJqx8IA58J371Fn8PLXPDcGknTNusdpE/srSMu3ftds9VgHsgPsdv2i8UUoo3RAzKpfs3Bw9qKlV9YMHrkYgPgvbCwgRbj3SriUGkLqWHHBXz443kBXVT5jXHNtwOkLCmY8KIXW+EaHApoZUBVfLIcfRJ6RWwIuSeD0AmSomhAAUG1LEZoVdjc0vLi3VmauXvNYb2Vg4CRMXvLW1zQs6cx0hMqgxIBIkPb93r0CP7t3jDAWNu0AA2Mcgvti8cHoprapyVTDICwAtLCnVe5RGMomCChDEjmLnPHPurB2UzXrpmWcNCc71nK7Xb+d6ybL+vsBQT/hHpyGSzoF+D11ZSpJ54+yRMFYsXubSfcmDCrfXslYEKg8Z4Vngas8kfy80v08D1j/WAuRM+IwdPb/843tgoNhHkFhBQaGrp5Fo2FPGCgIjVdWbH76vB4ZYy42DRSJcumaDduzY7TYp1s4JovUBIaTWJw4WJO+HODFGviZ06++dPHNeV01aGDaJkFynDyUv+4y/yH0MswQscNhDjUD6P/y931JT1QP91j/5fe3audvDQ6iMQRYiakHioISTBMRoIrEOeXlDyFHZsceoXMlrC7Pktju7psiky35DOGSmIdzmjBHCq1nZbiNC/QX7PnHtPd3isM3dGADex567ZuUKUWqNxOafNnkUGSzevHfH4R3ijQ3w1t27HstZVf3APYd91Rjv+It9Yg+jYyMVNZk1l64Z44kXeGV5hSKtjxXGfBSZ1FVke7nQpDHyQf/SZgMpNAQOs/bc408a05KmVDuT1o2/MAHgPY3k/JEhYoqpbzJYJxyFBBdIz6FzyrmH8KAtyTNpFWJJZiPO+XwjuO8d+kglNufHHnnEfSJybuQ4ozplRoKfLcIk3EmMxbH1orxXo517GHUDKX3ppZcNJsNFKcET506rpalFnZWdmlG0SLPik/SlX9+k/pILisq9puGrWbpaWKLCpno9bfNavXqV26nj4ghNG1FzC5qXcIPbAM6Iic2+eVM/ev1n7sSUsWylFsycpZEbZXr7zyt1o26Genuu23oftNcJhSe26vEdX9SOtftsLSI1Ohym9//JBXXWtmlaWLief/Erevnll5W+IM1gZa7HrF7LztbSJUtVaMzU2NCIreM6l9TJFNbVPag3X+vU0fdWmPQ9WVGxpZoaO80ZOHwwPL3nePvpm79QSX2NZtv4Dp88rlJbb3Ar6wVTBXMDsRweGvYi4Vczrxv+uq27xqAPDPR5/KYtssPT57F9ZgQzWGL7ybcBIQOAa443YP+Vb3zzE9lPSJ5dWF6mm/fvurPGlLjJBhjhgWrQXhCKlMREvfLyl91OSEDt2UuXdOX2Ta/5RwgBBAmHCAiKq0vHJ0wGlJ+8+XMjAt2u1uOQB84FQfq0gOPjhAZjPn3hgs7fylFNba0T557eHp00IkRpKhwfqNu3c9s2z9QPgTX8YQew38Mc9m7Z6gfcn2cPIz8nDQIY2BSlwqpKlzip1wcXO3NWshNyJFVnHhiIXYhLPoMihAUP2SpjFlYZMSFpNtI06fLwCt1u3DGI8sNTxz2ofd/2Hdq2YaPnhcRof/r8eV02oJVdcz4r06sMvPDUM5oyOU6Xr5Dncq4RzCW+Djgy4cV43t6/nHnV1USoOql1+Y4djvZWk+iWr3QC9qFJFgSC43nLwXNE87Ah2fmSamgkqFfpcwJpj8ODL/Z4g0ig5t61bYeNIU5txviEmeT2Z3/739QzNOjp7do7272EW8mdXHWZZBkWl6Dw6MmeFQcnEZ5JADgesyfPndeNmznuDDXf1thXksWf0Fhf8tvm5t3Ujo2bPg5DGX/hPER9z0x7DqpSNAqh1mP79/3/8n8rIkr6xnd+0zjugPEj4LuAeNH+fkP88zxEISTxQGT5DfYlETpImRZaNpLDk+IQgoQz1geHDumWMUqsCSXN8AzlFTslXvnFRa6p8GeHmq0XxZxPnD+rxsYm7d+zx+AjkNSu3LyhbFs71K6cQbzT8fC+cPWaayMWzJ/n2hKGdyPzhurbW5SUMEvJyUGBgIfqXLbNfgGjIQI8b+ECpUydrm9+/etam5Ghu3fz9cAIBaaTJ/Y+4lJp0Gx/QLx4JI03EzpsndLcDwF/AnCCSyvovK3RJ6pXnJawqc+0MWLHZvn+w3/9c1W1NGuVnVFKA7L+xGVfu5HlMZp4S+MoxbVXTQqcO2u2vvTcFzQtYZrbKSmMgN3wfmGBSYDXXf2JTZxz4PjKvjz2e2RMzzzxpOMK+oiYFGEEHlWrMbOt0Wq/16uFdtYKJ93SxbKLWt0ypEgjpssaWrW4MF9Nb3ygd4/N1HvX1+rM6SF9+B7EKUoXL4+poXFYba1hevvdgyrNPqlJYyNasDhdjylSk89fVN9P/069HZWatHWefu+PZhlzW6TC/Osa7QvT7/7qHxlzu8bXt6dhQGf/5JrB0KBGZvbo8ae/oNUZa1Vb1+BOYGSm2rZps6urMTttWrfOIwiy8m4ZDMeor2uS/tnvXjdcmazEhBS99PxyY+KpEBVtDBWaGuAUHD5J2Xl5unL1iuMYihLcK7yvDatWG7GcoZu3b+n0tSsmiSYr2vDZccMZMOc45lUbE8beb9mwaRx+gj3+vLXPUMLkdAUL7Vy1vUC+lPjBpoP6J9SwC6KSuXztmicUmPcpFRJEE8cZELpLSIZ0GpsadTf/rufkxIaCSqjVABVOLkS0eKHCRMVDLk2QMmni6owI9fYNPLQthRrxjoeOHjHEnK+ZdkA844wBJDF1N3Jy3AV8gREYiIydnuCe4WH96Bd/r66+Pu3btesTKllP+WlfcL+ksGpsbHT1zIhJDkhreLmSP3SScWML040THwdKRykMy17YY8oqKv3grzdAh7DicAKxRnqAk4aAvf7mG+4qHjt1iquwkQSRCFg3OOkNxlHeNmAftHFiO541e5YO7HvEVYZu37RT4V3aPYnTE12dG9iGiSGbZIQlz5M7rFqx3G1up8+ecy/ANSs4WIRlgGT8AaBGR6y5xgC9ceigEkzSg+DggHHaGJsYQ4CsB/GjvkJ2bXNHm0n2nfr+T39kzFOpV/u4YRLFUP+gdm3dou6ublWYhDDQ3eHVY2bOT1O6IUuC8ikn5F0bcvujP/ljV789ZlLfts1bfO1DsDCxwcxQ/4+qJXj1TfycuRSXFHnOV9SaSxakuzYh1P6fv/xrdQx0qd/W/aUvf8OdayD62NMI56iprvbYwaVLlriUBJ0IVtcIo70CFyLwh62ZgRHzPnn5oklGd5zZw/OQqiQ4ecGYAYNRtg9TpsQp0ySFq1nXTcqfHIS1jDc8yKOigmQKqbMh1mnOkDJ+d2oxLp+aqMRrstfEjNZmtiiuOkEZG5dpciJly6Zq6fJFOn7knFq6G4w53O4ajipjFi/b+YSwtdoZ4JkUJ2BtpxmDk2aMwfd/+qqKTRojN++F8xcUYQCwa+fOh/P23wC2vaCHSG3AVU19o9768EP3VgcJDxvRoJYo6l0YMezzrB9aB5jlQCqSsrOz3Ea72OCXnLTsHypGKhvNMeK4OI36t3Y2Otr1zpFDhrSNUXzmGY0Z40if1OfEFAPTCqxmG1OBcwuqXdhW9pM1pboR2cWw38L0QFATjPHgHKxflaGGmi4t2zFP9Q3lejz3gdLsLN8c7VZhZ69ae8NV1z6oj3o2qbB6sspKW1Vb3W0EKlyN1T26e2NMF8+Mqv629MrNv9O6olzNu3JD3WdOaKikQHdNIivfPkcZTy3SX3/vP+nurSyNGjMW3j9qEu83NC9toeNCRdtZu3RHCzak68lvPqnnX/qihm3sOfm39N7BjxzvEtuKFgqYACdm597UWwc/UKnhTojonbs5KiupNgZhrjEA8Vq/Oc53jn1zAdMkV7z+N2as0XOPPaHkWSlaZ8/csnGjMyM4USF93zJJOdUYbXA4+ArnoicePaB1a9Z6jmvgMyC+AVx83tpnRzBZZGvEV3147KjuGicCR4cxHu564nA4BBi+sUmO2kBxgsGJZ2JjArxYbIhmmiGEfeSAHejXwWNHRFJpCvzilg7R5Rq/3r6wz0BcsGtV1dTop0Zcmo07xSHDk6SPN0j4CiMAxBpRVw+OlQwzhIFAXAgMp7xUiR22s1cv2xzDPBVdpkkpNiw9YtIdQAmSQWomETXsmbtY27PR/WMrITYOIg5h6u/p9bRl7tAzvkmk+apvbvGgb6SLosoKV5FeN0kxywCSsmUxk2M0yw4CLTY+1qtx4JiENy/ZkdJNGuFeEA5qa5w3dphkTNJwXOeR5pONK4SLdKaGg0ezeRDriXQZcJg40kQZ0drmSIIRMtbt9px1dniwf3I/jcOFgxTzJwgDwnHh0kUPZ+F5RSWlOnn2jDt6YQdlvnguYq/+2btvmSSQoxUQaWMKthuxo3QXa0Oc5EJb96eeekpf+soreuoLL6pncMTm0eQqcIL66ZcUbqmGWGdPn6lHdu92GPCNGW+h9aWBJJkrn/KnS8HjjctQ5cKcuH1x+bJA8hlvqPSw/KCif+6ll8efGzwbZy08eFctX6FLxomTxxjTA2OhgkqxISik9JDUjWSJ01NBQYG62tq99mikMSDvHz/iwfzYvSC+PJ8xoGIEDh+mD3zYTBKwyYC4yutrXB0NbNIv8cDECC8yJsOJt90WPhqh4nceqOr1ZkXNilVKxgxjRMI0WDOmwj9pUFrTMq39ZpoxhKO6bWP70MbDGcbGzbxgOqfY88mgU2aMUH93r+ofVOvLL7yobVu2aff27S4h//UP/tb3hzUIMyaZ/NA/s/OHypyc0awddWuJ0SUbV7udmfOXL/kLNR9EbdCY0s7ebsMTpMELqoysWr1Kp8+c8RjFTXamQhjF7ZTWF8QSuMTONtcYo92bSJY/zZMsvG/46IYxqqTco24pYTHkNGbPkmbMdA1Wpb1Pwoi333tP+Xfy9dgj+/35hD/9yX/+jzoFU2DPfvqVl3SzdL3OX9uv+s7Jyu+/rrvtkzSYMKjaJJMol/Vq8oIaPfd0nJ57JllDY6Umbd1TTKKdvwUV9owKhfccVGffNTsHA6oxeGgbG1DiSIRKY4b0wbwKtQ80aPPSfZpq533a3Pl64tnntHvvo4qbZsy5MfOodx/79j7tfnmHVhlhIuVkOCfQnoVH+zK8lw2vo7nglE+ye0jyQOH8hqY29Q+165/9/gsmgdo5+vA/6fGC7yli5lTFGOxzTtxMYF+jYSP209gIe+//+d73XGVNXG+twQIqc0JVnn/6GW1Yv14//+h9nb54wesPUyEInBIyN4Ren8f22dow7XCinrp565Za2lqUYYuHvYlq+h4naS8caUBacNH3iwv14YljHohMfGNo0BM5EtSZwwb0IBzeQtogVIFixUUVpQq3hyFJQihobHXofvTqBNYiNZGWDe50IqLEDoq9b3R4RNOmT3Ou9y++/zduF2l3D7D7bm/pNUJ24dJl47bb3EZVaoRgoKdfj5iEiXcnIRSoUn/0i58bIh/RsvH4TBAcYQnhhogZO9ww3q+hkIRQI4zm3cNHPFgY+1OZSVZk3lictsAdpwiLQfJEAkFCQYLHroO9dXRoRAvsOtSUrkay+8fAzfZckCUasbMXDSFlXlOMrYUXzOWz0Bf6l/H/+UYKCtY6eB+vYDyOGS6hN7zvX/Yb5gTP0OsmOc8yDhSVFqogAtchvDgtkVGJkAiIEe95N/abIsozp0xzdTEB3CP2kR/TccmXH8jeqJJIE4djCknV0Tq8+vPXTIK6oyyTCMlS8+ILL5gUa8RyfMw0H+fE/+3UE9N5KSfLmRe8+iY2bHogazQTMDwTGx6uj+7ap52PPGLrEEg8PPrh8+03MJdriLaguMi48nXGWMTpzIULarZzADPGMwmDOGiIhjJN+/fsNkK7RVNNiofhuJ2fr06T5javXa+I6EivrEP8JWET023uISc3GtdjuyT2MPNGjnJyc90JjIwxNCRBwp5AmBAsvLCjJxvxSTDEPqNXG14whDorTpdv5urgX59S46UmhRsvtv076/1cTjNYmmcIlhST041B4sBCJCsrKnXuwiWX1r5oiPKlLzznDiUnLpxzRhk16tlz5zysCSeTKGNogKerJvHi1bp1wwa3hxfbuacQO1llYKhhOvErQPsBoiXc5OTVC454UY9XGNN7wiTyWdOTtGTRQnfYcvizZ9Mm7gN/k7A/nhAj+5t1Xzh/nmbYfuNA9JERz5UrVujbX33FzTn2EM9pTCFkGI5lxsA8deBxkyDr/Rxgz2+38//gQa8un5+rN99K1+2bo+povqXi6HfVa0SwsydZ3/nLP9P9KY2qH3ugwagWjfV36btf/6Kef2GDvvTVdP3Kr27UK183xikhR5nNr+v2tDb1hQ0qftJU1QxPUufYdOXHf1flYR3atDpN//y3/o0xh+sMTqfpMRsPWcAiOKsOB9gZ7U876JwXsiCx18DemctG2G3dUU+TKIMC4mj30PiA/85dOmuwkaCdm9cpJSVSI/3Fqjl7QlMKygyfjCrK4HbM8GH3QIQxJxGGeyPU0Tmkn/zsmC3VkOH0pW7LxFwSZszVamMuYdALC4ptVGHufQys2ah8jKRAZHfcjPM5bJ8pwQSBYpRPmz/XuTfsboQuHD131g8PiI/AbDJxYG9qaW1TTUOjcdGzx22E44gKwOd5toEUoL5TVGzcUMC14/xChYS6xnrPE7t/1x7NH88UQmMMfJNMO/P2LX9/ORl4jHtFPeFSyHjDLf7Q6VOqMk65p7/HC07D1UMkwo27RemYbocNr0WM4VQ+6TLk8+JTT5sEutdVHcfOntWl3BxNt3VEjTjbCCrVPXwGzAOA5venXrTQ3xz7XiO8DfUN6rW1QdpG6nh0zz49sX+/MRlD2mSSF4Sr2xiSWEOGuHKDOFB1ZuXeDOqKJiU7UYY4ODmzZw8NDXiauxFDWPtMgoPgeP8Px2AHD04QQmX/hMYKsHsR7tu3ddj2j5JBcOjYmnv6ew1pjzkBPW+IjPy5ZOG5ciNLuffuKwMJzfab9SYGzdVqPNd7NGC0Z5DdBZsfa0jzEdsFwzBH2PtcAmYsAZGdasiTyh6oybC59vX2675JLWTcQZIOJUcIvYIWIFQauDXrxg13SKCaCkkQPm52/ceXegMZhxCyf27f5FjlQlg+GMBQ4yrWDXvbVtsnYIX8t7tsXJtMAsBOzJjw0rxoEiiEBSaPUA7uAzFnrFzphb9ZD8JWXv3562o1Yrtm9RpFgiTpb3w8wAHORkiz2A0TTZJavXKVS92BXTRgeMgQRKzuyYvnjRBN0ZrNy7T+idWaPjvBHaneOXxI7X2t6o/v06ZfXaHktGSfjCfRnzfPy0KRvIKwl7Kyco3YvKYnTtfiWXO01cbKeSW7DrU70UI8sf+Annj0UVcHEj/MmgEDqNHxBWBuELCHTJXNhWfAWHnu47hAywSDWFVb6/GlMFz3TOLNvZOnjBXL9cQjj/q++D6PzzP0ovme2d++BiyXvQ1BZj4wSSTtIHXgtKnxBoc8g4tGVVVRbWu41Ev2ESP816/+0EPhtm3ZrLS5i1VXmqabV+ZpeDRGvX331BP9H5Sw9pLSZ63VE7ue07d+51e1a92jOnjxHQ209yqsO0LRk2aoynDMtGlxhuNmqbG2Xn/70/+sqr4iW5hJWrB2p772B3+iKQvT9bO7VSoZ+x1FDW5Sc+k5u2ey9h/Yb0RzlWZMD4oPMJlPSm28Q+nAMfeKvYk9uarKGO3A+ercpQseR91o67l+dYbBIXmJV2jFymUu2Zc8uG8MwPeVUNelxLZmtV4yvPrue2p8+2396ESqPrg802jEmI4caVBZ/n4tXrBB+/ZHqbW13XBkn155+SvutEf/nX09XlqN2EySMXBGBvsG9f/68Q88yxqpMT+P7TMjmGxccJzHPP3azXt3nZC1NDUrL/+2psbFusv12x++6zYRqn5TGLikotxtEiw0xn6QAoMPnoVX3nW32c00jhQIcUnVEAOxW9s2bXKpACl24oQ5NGQXQnWLCoczdPTcaUeqoSB6GveUlFKE2jgpeyZZeKhczsGOjTBJ1vqkRFKCSQFwnxTknZs0y71tOYQ07LGD9tq2fqPWkvDduFiYg/9Zjoqx4iTkHmp2D2oOxoKjRkxMlPq6e5Vt0kaUUZPj58+puLJMKxcvDVSrNmWC2+HaSd9HflcSaQeIwA6WIU+SpL935JAR14VaZ8gH9RNEiReZTUAsqL1on1hDu3fIOE04STwgq6qqPRUWHsCopEnSDYHGcQMPYsIJbt3K85ysVJpxaZfnsV/jzww1DhiVN24boU02gg+yRWqiLFWjwQsSOFwy1/FFOMiD2jr1GaFmL1ETJlrff/Dbv6M1xswgNdM+Mf7xl73LIvtnqKXoC4TNmk1sfq1dhwaEYHqkN7xaYQpYo+DjcUTNP7bGwfOD5vUf7Yt9+ejEUc9UhV2W5BE07gP+gCfiWklZGBotn0E4kO4YAx7DRvk8vyxraxd84lr2Fic18noy90qT+HCiyzHiSJJ77FkwWWghSPyANI7mA2cz1paBZ+bcVHFVhTI2LNXSnYu0Ys0ifXT6tJ8XvFcfNusYx6QH9twGQ/7Ytb/04ouutWFcaGBw0iP5BI5EqPPdDDN+Lw24Zn6M/RONufhGAWtDxlxX+9qTW5oqKISE4IGJaWOmMdgU4YbhZa0JH/M1Yx/sfmAF7RbaLGybDjn2mQGWX8c1jAP1LsXMOzqGba7xdl7wvE/QeuJ+wQ0wa7b2LcYIpM+fo5kjk1T6Ub6Mr1bHpMka7rtm976qmIQsTZk3pn/66/9Sr7zyLY8TBo/01YXpxvu3NFI/qgdNtmbtnTY2I9qDMco7fUsXrpxRV0+blsxdp7/6dz/VgiXL1R0fpp/n/sgIbbRihh9VdNxTWrkmTcuWR5rk3uXwj2btl9kDeQ/miNAm7OqEzVBODUcxzih2R5iS1s5O/fQXr9ne5+nCpWyVFcUo4nqDNvc2q9b41tIRqXywx15NutKxVC2jJtQ0dai0uEIDfTG2ti16+vk476uwtNJgabL7PoDPYZaLDZ9THQVHTph1GO78e/eciV/9CQb189M+OwlzvD/gv7i4xDObkBiZA0+8E5ziZJOMMLSjUsUzErsChZx3bt7iqk6qPfRS3xBiY8DBI6lLCOK4YQi29MED9/zaYlx8uiHqJOO8QoQpNGEOClwY9g+QY1Bl3BAMXq/Yu2bN8utoHG7Up+vXZnhVheWLlritCDf+A3v3eRwSDgmoNFAPDdnhY1yod+Gc6ZPnrTYOHKecTJNgSIZNto8ku+Z/pvEMxgz1wz6I3Rd1FipqnHCo34j9dVHqAhFaQ8NO4MyFtVBMGutH8WuyELEZrva1dUDNUl1T43MHIeTey/ewmTpDftdNMsX2g+MJ14b2kDbQP+iOGHjdrbP12WrIiry4IEdS36ERgAARn4m6FKlwuRFyQhWqG2q1ytbTsydZ+zQwoj66knnN62ousX1EeuQ9vJMzDSYorcb6UvKMjFE4cpw8d87r95GpiDgvHGWAg5BzDn18uh/IDPlK65oanEGgH+zb1PYLEUEaMEvjfhAUKQzPXb3s60X1Byf8443nkNWHmFaegeoThAbBIqMVqtii4iLn4N2VfxxOaFyPhO9JAiYM9eHYDfH5//YFI7JwXPUYep9x8BfPIbUd+WkJQcHztaG+0QjAgBqbW3Tr3h1PgBBv8221+QD/qBg5e1TQGB0d1oXrV1VXU69vfekr2r5hk4aHRpRzK1/TjagvWzpBGrC+kQohzMBkvDGOnX29D7Nt8RlqbMZ022ALJgwJFSL16RZah082Y4iMESX2+KxJzDjgsf/giznGcMP80Q/e4jBR2PtxEsu5fcfNFMRy0iC42bnGsJUUG5PZ42XaWg1uwB10S98wZRXG+B09dUE5WWG6cDpV1ZUR6uwcU2OjnZXaakXUFEotbVph53daVZ0aX39dbT/7Sw1F92rB08s1dey6aopPGxFsNZwwW9968XdMskpSxNgkZ6hf/du3FHV9plITlmn/N/Zow8YNngf5zN9eV+7f56u7zuDZCOb/9W//yiT4lSoouqsPDh1Rad0Fjdn5HutYa0R9gWbPnq6RsFu6kkP+6jKPiwwxoZ9eRwgm/gs4SSG5TxvXaEAkwSesEftDTPZ7Hx7XnVuT9aBknsoLd6prKFFtI1mK2LhSU1evUnZEvS7M6FR3QrExEf36xlc3KCmpT2ERzQZbhxWf2Gf4CPzRZPs0z8uNAV8U+M9Ysdpt0/RtUO+mKLyn0eZMPEOfp/bZ2jBp1jGcIYHdOORgQ/QNtEUlsNd2zj09b+XfUXN7q3Yat49tDsnookmT90uKTFoxqdE4VxAH3Cr2L2r5VVY/EOWeAu/XAffCJI+p55McP6AhDoz/SQSAtxvPwsmIcfE+wc3ERZJJCNsVhBOCwbjweiXLBZzv3aL77rSCegnu9cT58x7bBbfEuFCBEY/HWkOYkL44NFTMB2kEA7LXp2HFxoizU4Cpbbz+04ifjYOgfA4GXq8gV8aDZAhhBvBWL1/hXD2dcp8/erwPCg5fybnhaksIJLGdPIPYPhBeZ0+Xzlw8b/igVaQTrDMpHEco7GQMhx8gFaSrnLt3dP7aFS+HhdfytvUbPHZxzpzZHnRPom72hX5Zc0r+MKKGhkZ7xojbryEWfP5wqtb4jVRAPGyKHS68hz0Zul1E8vswW0ecVogle+fDD9xDFK0A++5OHDa+NLtn15ZtBlPeedABzTsK9RT0RdzYMUIvmlpcCqbCDYP6xw4w7wwa9wxhHh0cNrhcbn1OdWTDh3hcX6dwduF990QFSZG0HWetyzZOqp3gUU0hbey2wBr3+v3jzQ/mhK5ZO9Rp3b09zvwhZfKxT8X+QprCQYtn+W02KaTgNkN+/QaTOzZucW1LrxEMYuKeeexxQ94wUtG6nnfTmaN5M5M9xSRmiht38gxWbV2MGSHkYpUxZ2gpqOhDzCfe2x7Lal/OyI0PBnhH5Xbw2FFl5uZovUn2MKShtce57tWf/dTWuclthHj1hlroTH4aKcF8wGxQrODMxQsGN2NatjDdTQ0wYuwfeMPvH/89ODzoBRDuFxV62Az5fxkrZpQr4A97v8UYzJv5t/ys7t6xgwE87J91iYmIU+71cF2/KN3O7db5c326fGlQQ+c+1LSTf6W2K5mqPX3WCOXfq/t+kXIiRzT4yAJ98TcPSI19ys+/pqFJbUqdu1IvPPtlTTHpl2cbaKrmQb1Gy8O0JGOpvvUvX9GCtFQ0vuqt6dVwta3pUJSW7ErTky88Z0Rwhq7cvKnLVy+pe6BB/dX9GuoznGT7kzDUra4GI87tVc7sDGKisLPR2EKigRYnhswbjVFbR5fhsHBjLgIPf74YD4wdsZBRJq0bwBvDG6PjR6JVU/SUhvpXGU4rV/PkdxWV0aGXfuO72v3Vb6tzarTKO4vUP6VVTRXF+me/+wd67MnVylgfofziswafo15Hc96sZPfALiwtc9jASxv7s8M8QGMIFAkfaZ/z/nltn7ENM2gsWq9tFAHlIDVsckgQpK06feWiEaA4zTYkjdfn8iVLXIoaHh4JqtEb8sEWBFEITQIV1YwZJgUZ4JOSDGCpN8RMQve7BYXORfEMEIuntzPYwssUr0PuhbBmm+SCBMfBQ1rFBpqMhGqbzQaTlq/OkAv2DVRx9Ez/jJ3r7hQUuBosw5ABwfOZt/I8iTMqDwgHXHCyIfZQggO72w+qr4k9Z+J22Nv+PkTZBEv7LPjUCYA1v2e8PdxHrrOxw9GHnsf4QCLUc4RDJ/yjtqHO1jXJmIO5jhy4JngF12PHSbF1h/iRwBzpIPCcDbqhEsqh0ydN2si1PYhSqhFU4vtQ04HEYCyQJvsM0YHMGQ8H89y1a17J4NG9e7V0QbofntB8mBGPx/ZWmJ+nxtoqzZ4zz6S9VFu7cHcMQDImTRpOAyRdYF49Np8uGw8ail3bdzjz8+HRoyouLfEcocTIfdzHeLP7WB2fjn2Eyryy6oGKHzww5maSe2+idmctHja/J2io99EOYAOCqHuleXuf8ZCp5sMjR7z8GJLLDEPYXBtt6wRJJPlGu0lYjpSNCbhszAtOMXOTU3yfuebj/Qh6RJ118dpVFVaWeypB6ptit0XFCJHPLbjrEjWqXU92Ybf19huCz85Sh60N+4iN9MSF866yI4RoxbKl7njT1NzoKc3weF5u7yHJUSiYPZ8xNUDymER6jVjPnz1Pt+7fdY9s3g+Y0PF1ssVktDC82Mt7e3o9EUkAXz4Nv45z4GFNaAhsrL7rwffDa5z42W+IfkV1jZ9LVOwQwZ1bt7rnLHAOEoapmcjY8BcMqjO17JHBpCcysMbc8XxNnE4o1Ap3ciGnMZmVQo1+I4ywpKQQghVuEtMDhUffM+YuTDMmtyk+p9IoXq8q6i65JDo6NuIwds1439sLOkVNzxVLNmh4rE+TIke1/8Bz2mSMG+YZmCJsn6tX2drPn6mlW9O0YHWax29StWXh0jRNTYpXasYcPfrVx5S2KM3XGC1GTHiUMk9eVE9zi8IHmzSrv1OLWy8oY7BYq7avsntWu29ARVWVsvJydPvObe3ZsdvmE6iXqfyD8yOM6g37jPUm9vSi4ffsW3dcKzc6MKpDhwb0/tsxTpT7Bu+qe/THill6RBk7VuqRHV+2cS7SkvRVzjCXmeDS+6BfS+av1PI1azVt2hT3zWANtm/eqsWL0t2ERbFwPJM5uyFtCi9ixXFa4/yE1v7z2D4zgmnnIEA6/GGNoFaqoaPHBtG2tLf535etT7idjauNCzcpFKnORuuIFxdvABzp7GPVgx0wA0ZUooQmTLHfJE/PvXPHYzFJexdmG0Vs0N2iApUbkYYgZBt3nWlEEEmLx2CTQNUKt4W0SjJ0uCIPpbBefvH+Oy7dUqEBGyaIjFJgk+Ni3fsTAIR4bN200YkziBMOdhuJ28cRGS/qxOHoROgE0nWQ7osPP24gje7ePj/k7uBizYHMkUi1Z06BUIM8g9X8mAh8emPh0nNv3/bq/BBqwmB4uVrMuLuJjf7wSCZuFRseBbWR7mhsG44WxJ6S55NMKE8feEybbD1IpwcCDvWNZ3AupbkM2VKNASPNJdtXJMQtJon6nk5oIXLUbMj4nZ/9ra5dPKPVazdqGs4M9nXbkAFEmqQUJFWnH8aHSjLBng8z0NLR7qpjpCQkCw4uDAcp9Bg8kmSDwQJSD5I1XdLrVIMXxlhuBLPckHKYfYbGw21w4y00L/bF19i+cvPvqPRBpSi7hUoeIoG6jxi3VcbkwegVlJV5LUEYP1S9JL0g/IhsSqwBtuNBI1Ko+f2pdPOp/UOiJz731r17JiHOcyRKEnK8g4+cPK08IyZ1dXUmsS5zWxCNcSLtJtg80JoQYhVvTMbSBQs1wwgGDc0C5wWp07Ud1i+J4d0T2M4E5wyb6j07M4n2Oen0skx6JowJVSaqZebKWtDoE4JLUgym8IgRzJDkzaJxZkj0MX9+qvc9/rb/dlu0/eGSx3hj3iXlFbp45bLBzZCfw1l2/ivt/N65f9/XFXU6zHVZzQOXVLiGvQY2SKf4aTt0ksE/DCumAog2KkpgE/zBHqPezzK80GOS+eqVsxU/vUkd3ZmaN99wU0euwu/M0GBPuvKnXVWs7W9de5caIteoZNoXVDdWr0XzZumpJ57WkpXLtGrNBu3e84gniOfZDkPGsJOvdd6K2UpMC8xFzNhNOinTlL4+Vct3LFFuyV0PX1u11PbU5oeW5/zpUxozBmTG5CRNHRhW4tRipTeUK92kytQZSYru7VdTWblqejCFLDOGboXKSgd1+XKr8u4UaMXyFGNo+nTolJ2jmFiHJWIvW5s6tWRajNp++qYOvV6v0j5j9JLyDbe9aTjuuKKn9RnBTtCatC2u1YqORECYo7Pvn1FvbavXtn3kwNNOJzClhVJo2jb4nlfV1umBMRfEt4bs9eztmatXVFpd6fAXYcxJ6Ix93tpn5/QDvNhv0mYVVZa5cw6VFFCvXLx+zZHrhlVrbKFHnNMmoYF70nEvd9r9HLTuvl6XTDmwqEr90NlnTAfJgGoKlKy5ZM+kOkSsbRIZTygufOr8OS8HtGPzFrfhEdeFLQguDjUvBIU+EhMS3MkImw75alksEBUqXGyFeIJ2dnfqStZ1Ryhw/iBIPO2cwNr1AAfICkkupHKjAjwqu7NXrnhoClJWykyC5JkDMwhaeVWlZyPp6Owyzj7F3gk+Q6103RAW9SxRNTnCso8gONW2JhBjnI9CjbXhBaFqbGrwzD9k8SF2D27/HwApF3tf9hr/jGt4gZwOnT3ldstHTEqhir4nSrD1QiU78VkFxcWurq2vb3AHDaRypP7lixZ5xRC3h/6DFqZam/fRj95ToTE6+554Rskm/TAU1EhdnR2e45U8vaGGnRZ1J5VVUCPPtrWssXmi6iErE7Ukj1465wks8gsKTFqiSn2yhw8AUxxqfoOUkg2x4XWZYxw4n3865ynXIqlX19d6ijw8P6uNeSHukzjhBw+q9MGpE86M7d6xy8MkqJMJo4cdFokILQOFkLHzFlWTOi7cs0Rh0w5JwhPXEWIEwwTjEmfIf1Faqo6fPe/OODBn5434DptU98jOna5FCRWYhhGigDowHIJH7NjsQajBpIGwkX5De8x7SGTYBe2NAAkmJns4CrZYpDL8B5CkkUpIfRYar98P4bF1qqhF+hr1a3gOrdaYIbIOUXGIuGjGyPxAnpyjytoaZyxYJxrP8pjhlFmeDAMzRosRtFu2j53tHcYUl6qy8oFmJifp2NkzarTnIzkCw6H5wN7QBy303sS/ma+DvDXOVoUxQKfOnTe8NKg5c5KMESuwc1Vle9+nGw+OqmmsSrWxDXr0j17S7pe/qpJeg6/WRNUNfl0R/alas2q2Nm9c5qpskrKTQCPUJw3v9MHRIZWWlCvzzi1fS5gVxshV4ZHGIEeE6ZLhB3JDg6eAGdTwM2fNUW17pxYakzNz0RQNtNzV0vYhk3ir1XW/UPE1TZpcXKbrfb+l/qHtysuWzp3s0L38FLU3p2h4aL7qaqcosr5dSztKNd3OU1h9nVJLShR+5qyaj55SXVu26lLD9C/+1VaTstuUm3lSsd2J2jB/vxavWOYElgIQs5NnK/P8JVEIPCpxrhYvWeyxwDZDnyeNaSModBpOwhQFcxY6uzBXeHET5kKMO2fkH2iCPiftM7dhUsvvWm6uSwAkW4fzxhkFyF2/arVzsrznh3Gc0HgYxDhwn7l03u1wSIxIFMavBADHfOyFuhenCdzDpxvRascBZEq8V9Og9NV8uy/VJEekCjgmvP6QOlDjYLPEcQBCOsUQux9qezAv7GTUwQyciOBKAyAnkTOOQyDd0KLyGYWDPXG7PcMnNw5MqJRJLo0UBiJFwvXB048BEldiAzp/6ZIHm2OX5M7gkkDlOtPGvmD+PCdUjsmt/eyNN1RYVqq1dj2HDPUzgdZIJqgOkTawC6PihNDBbATjmtCCYVgL3vf5BG/YO2Me1oLEuWXDBpdGaKFrcCh5YBJop80LqbbUpHzUYjAqtUbEUKMiwYfWM/QKmvVn86itqFPZ8VqNdUr7nn/UkGHgsUwMKWuP5AsBGbX3/P7xAReVFqupqdnj9HBgovpExvJVhjgGPWPLzBnT3WFruq0BEga2xZ6ePhXaPsBksP8UDR+yJ89NTHK4DGVoojF3mA7UjcQUllY9cOaH0B0YOFTXrAsFlWGasGcTpkEVCIgWoTOMNSAAKU543z90yD3Eo6wf4oExQYBIaMwt9Dc/Yb5gckjOXlRS5E5em3A+s31cbueIPK+oeylEzbNZE+IDHUZ9jYN1Bif5U33ZxgnKP2BeIDL202HNzoIhOez4SH+xcbEmJc71s4V9ykDR+/J9sAaRI4zpkhHyGiOA+0zKRKrCexqiduv2bWcOyFEMjNLw+Cb7TDGxzSa5IlXRmD8MM4nnseVNnTLN002WVZZr99btrsYmNyxJMOqsL6qWEG/s2hqf55iP2edoz2OeIXhz2JnwN/bhE0Y0yOJDFqy1q1Z6rHJmTo4xhDFqKC1USc0d9Sf1aNH2pZq+IF2JMNdLZunwrSMa6UxXtHZbP2mavyBOKbOxpzIM1pY1DvaT32jRCIMh2QNOUoRP2SVuo2dvWEMY+NXLlxiOSrL/7b3wMd9rT8Y/f42aKhM0I79SCf3Vujs0oOqOHhV2tOjBQIuKoreosWVIxQU1qqrsMOZiWN1GWEuKelR+f0zTK/O08M476rl+RZ25eZqUf1cjxaU609Ojy2l1+vY/+Zq+8OyjNu9JOn3ytJJ60pQxaZ9mL0tRYV2x7xcObM0dnfr2d35dGes2acO6dQ/xH5oC+8XK+v8wBEuMWCKMOGEMPnRBYdq0BD1oqHPCilbn89g+Q5UsoGvcZ1WVc6B4vxKjA+cKIiSt15TYeM9Yw+LTCP1ADQjXC0Ji0BxiAmcJnYB4obpAhQJhwuWcpOxw1+l2kOC6ca7IMA4VBA8CR72BDRLAJZzlg2NHnCuGSPvRZ2H8O/Q7aLzPIaBuJ3U4UVfxTA40KtjQgvKbL1RG10yaJCuJqyWtofJECiBlVFdfj1YuXepzh1AyBj/m9hhcvqnzt87WPahHOf5ce4F8cVCi/5DkSn8gfgCSoGz6xLZCqjAQFYH4MAzYj1w1Ek+WDbtrnKvzsduLrDChv3n5pzYudo71Za64ibvTB59zHffbi+woJJlAwgP4iaFtMESJzfiWIfl7d+956qzIcSZkYsN+TbL1zLO3VHuqV9PH5mjTS1uUkEK9ThBdUOPylDFLECg8cH297DHABRI+XrcwAhAvmLE4g1tU/UgmqBdxtoGBgfjScGg6c+Wye5Dy/pFTJ53hIOcqeUw9dCPUrC8kIZJkUPqKQPAVS5b4vO8X3nenKRg8pH4yK526eskdMJgvErivIeO17aI8FHVgw01q3rtrpzvJEGZELG9oP0MNJxfuZb2cUbPfINjldm6oCtFuSI5gc+xAqDVv3b2jw6ePK9bmmDLTmAsbIfVfiR9GGg+pQmlOWKyRVKOmvj5wbgtpHezlBNv6pzxTebVJFSmoxycpOtyeY4QM5hJgxTmMhxaUFBsjfNMlbJg8slfBsJLarsKkbyoNkSh9kzFblDvDnhVlL/aWEJqiwiK3YVMT1/0M7MV6MEogkd/Ym2Fm8S7GjwHbHx6eqJFhWnlmaA2RcLkLcvkJWB3/PbHRL5VBSFWJPXdx+kLXQPH8ZDtv508eUXN5rabHzdULL76icxeu2Vja1RfZp7yS08bgxWusP8PO4EwtWRKmZcuGXePBnsEYADuMy4m39U8dUhzXqIvZalIzjnPsH9ohPodJoaQW53NUIxodQcMSocwriTp7NkE3spPU0lGv3qFcLfrK1zSQMlMXp5XqTtKwOmJv6tsvZ+i3fmezImPaFRHdpBUrerVkZa2yb79q91xTbe9d1740Njar05ishPAwVUQPKne3SdYpc7R77ZNq72rT5Zw7mjySqJiBWK15dLl2P75Dy0yaRHMCs/hl4iztHCQR0udrDSvLGgd7gA8D8eLsGXibpWdnmSMMJd7tR0+fdDigFOLnsX3GEmaQxq7NDinqGmwJSIRIO3DflMTqNaQExwG3fD0nW5ezMu1AzXTpkAMA8k9LNa7dflN5480P3neiiYPA7fv3TILNcuRA6jXSP6H2nGISJgZ3VKk4KnCU8BQliDfnxk1HOguxjdkI/7EDFWoUpT2bed2Ico3S5s5xyYRDwT2fvg/Pvl/Y2CjtBLIn+QKNXKJk6yH5OhIRhC+4F2IZPCcuJtYdhAIpBxD7uNUZoOcbcoLow1i4h5mtG4gUR5OfvPOWS3lUFjl48rgTUPJ5ok5G1YjUyjr4ZK3RX0ia4Tkep00bnw/xns12qNk3kntHI7mMj3NiY44cFBAYUiUEFpVxUVGRSsrK3cY7YMgTWydM0sQG15p1M1c5xbcVNntE05MTtGFPhqZOj/cqKndsX3EQ+MFPfmz/9/qcSqsqnHCDvL0Arw3nSt4NcLzS5syz/oPUcThyEVoDwgq0A0HjPQL+IaZIvkg+QwZ798pLVVVT7UxWqJHxCVXt3cICD2fYsWWrmwxAHhuMWMI4QYBYG6SVXOPcUR/DDOUaETt5+YLDIJVt7hthyCu671lynjxwwHP6rjViCTELSSE07NVZt/J0MTvTESnMJHPAuzTe/iadI6npILYwA9yHQxaOFmgtIPoQHirbHDx5zG3PEBkIHqIm28xZI5idGpDAI9IvHzhMMAZjDr736g+9DiUZW8L67Az86T2V/U2TYpKiNSUdWDC4NcJ57uIFXb2R7QkGsA1CFCAQbAxnNsPWjXCoEpMQYVRIzo3UQV9IzjNsT2fPJlaYCkLcFqhMQw01vhc+t3PK2YdJwHsX/IGtEvh8CJN0a7ibWTC+QBv08bM+3XAGSjVGa42dE9SpEFts2GhlyKLU3N2uksJifeELX9KXv/w1jxHvGTCG2OZbW5OvgaZuDffH2IIlKnFsWCUVp3Th1mWHeWypD8fG+bI9RE1OysRo6yPvdp7e+fBDNzEtmEeqUOya9uVnktRzk1RcUq9/86+6delCrEoLB1TXdFqt09/WlD1JOvDN72j3l7+i2/UVqh6p1vA0kzRz8vUv/uifa92GRD16YI72PpqqWSmDKnhwSHXRN9WcCmSMKWnROrXY+XrQv1RXZ/6VmsMzNSt8up468IIJLoafDL4XLV+o3ulDao/sNHydpLmG9yD2m9ZvcCYxxuaIyQRnMM6a4wH7IsUjtveTF87a+QwqlzAj1sCb/Qbm2HvqaIacsz5v7bMlmLZWLCpZHTzFWAiQ7BsbwvHzZ5VpXOoMQyxJM6Z7SjocPVCjxU+J801GTYvnKpuCaq3GJASqVVCVYsCILNl/KmprXDJzlag937/gemyT6psbjRPs9EMMczxsEp9X58ceaEP89MJMbFcNed2+fdsTTbPJIXsL7dP3gQA7Ozo9wTlxbWTlpwFQSLrEkiHtMJ9ek5qw7eJVGNgWg9g21Ko8N/QCiaLSPn7hnDv9zLP5EU8KkSNfJAcxPz9fMYYUyXlKLGWC9UE1Aler2Ro8tB+y7OPPJBsOe8FnA8NDniQdtfDUuKnOhNAfXCA2JhwU7EZfq1BjXyDgqMmQfmEkgtqk87XIuHUIdX1DnW6VFmlmfIJwEnrYEBXteR0dPZ5SbSC8X8++8oTmzE/WuaxsnTl/XpduZqnWJELU6TtsHfGWvpZzQ1MnxwWaAXtEg32OWg3bIanqSACPKr9/ZMilKJgyD2OhS+sP1TRMGCpE1gCHEGx0OK2kzZ7n6xdqqGPv3Lvnzk5LbD44g7EeIAsYHlc12RdoqK2tXblGEHFCg3hQEDo7K0cLbZzA45nL51Vk7zGuxoZmtwdjA3ViCbJhbcf3BWetrJwch09sr9joua6ovFz3bA3C7BqyM8FY4f8Nk7RmuTFHxgBQOOAjY5iod9jV2u6wAKF3xxhrnAcSUrD3I0PDTkxxgGIt7dtfAYGOsTMYo3VrVqu3a1BX37ihwqNViogJ14J9dr7GJXFMKSQYQf1G/CNrj63z+p08P4N4MnNe8CSnpBT2fWCFdSP86tVf/NyI7jkfo5sarLEOocZ1wJ6fD5hEXyeY35BJ5uNXd1Ovyg7XaaRlkmJTgzyqzAdJL3TNJ1uYomIivUjz4VOn3LEOYo4TFfPLWL1WL3/lG9q8bYch/wQ3B0XGROlOdr5qb1dqpK9ZMdPalRF9Qzvu/9AksgZV2aFcaXiTvWAdg15sX4nZse79PdtLGAc8gts7uzR3/ly3i+OgNmB4bFr8ZGNYpf/wp1W6lTXb9rFL3X0XjYD9paZuKdZjj7+o7WuetrOQq35FqLjsjga6BtRd1qvf/PXfN/wSo7j4KCPckXpQWKozF99Xz6x6Y8yjtefp7+ib/+zfqaKnVu802tz7n9Wkvpc1c8qQ9u5fql+8+a4GNaRt2zaruadeFzOveAk4/CDAxxB811LZq7iiUm8fOqj2piZPZ2hb4rgLrQPJMjBNsGeEliGwsIesAWcyJSVwMPyHe/L5aJ+h00+wuACKc/rG/TsYGdC0GGccHhGmupo6Fdy/7xIRiAwnhUWGdCCyqAu5lvt98PYNAlxvhAs35jUrlitj5XLjfDaqsb7OPRZrbQN7e/vVNdDv3AzY4F//p/9oEkuBRgzJdRpyO3T8qKeSw7HAx2h9oFqgO+xhRwxhI/kmGzJaZpzVvm3btY00Xnb4GQsHscskOuxWAdEJCzxJC+6b9JGhx/fudWLJnJH8SFxwr7REM+15cMocolMXLuq4cfmThsc8jtEBik8MIYQ2ilFhv4MQLZmf6tXO2Rs+dsnUrkFy3bxhg3PKSJ+kHFtpkg6ACaeKnREvYeoUUtIMBcqxEyd1+PpFTY4gwcEs90i8k3/Hq5EQogNX2dbc4rGtxJ+G1h8OMhiVIXqebu+D0FgDGs5SMAeu2rJ7CZhONmSz0Yg3BOZhswXkecQzwgDs3rpNSxal29416sOjh9Rqe7hg3lyVF5e4M81uW/9ZRtiQ2En+3mlILscIfIwxSNs3bdSm1RmG5CL19+++ozvFRRobHNZP33vLC2RHRkcGTla2n8S5TpoUoQtXr+qYrT3EY6nBGgneSaiBHTTPYLHVmB7WnFqCe6zveSZdINWH9salIICADTBOG+T/wBDIYmMW0BKgGjgJ1EAAAP/0SURBVN6/e7ebB4xyuE2zwBDPqN2/eP48j1mlOezZb4+Ts/Gxdpgp9mzf5tIikhSdgIg+On7MkFGRvnDgMS3nfruR2qbAfHtPl9u4UZdeuHxZjXX1+r3f/m09tnuvq8asI39RyQUCTSgO+YuR0h0B2ns+Hl72P9LUsqWLjEEwGDKwrJ9cr9zeTC1+bK6WbFzk1/A8GDK0GGiHbGX8AdSd/eFrP/Owl+12LiH48w2+vRye7V+IefNzZETjzJmLnvaPTEuU+uK82nR9PaiMctsILXhgqjGBwTAD2KONMI6xQbU0d+jg35xSwT+vU9ioMXGPJCosKkwn7RyfNMkWeHZcYM2ZFPuypVI4zNXggO4X3FM/ToIrVrjUw5hJgxmLuSg6JrjWma1kg+llqrfz1D84qq++8kU9/cxmNdy6otSSMu2ePkVzDebzTTqfbMRz8uQEQ1gB0W5pmmQE0p4TPmSMdaTuFhfo/IULDhvHT5/WKRtrzp1b2pO+XLm/86/1YdYjau8zBiDsFzb2yxoavayouFFtXrZffW3Sm++/Z0xCp6pzyjT8oEejQ9H6yiuvKDZ+mu8F+Onc0ZM6dvIjpXSn64U139Irr3xXc9PSFT1vti5U/lStZVGKj3hKXV1rjXFqVX7hEfV092nPjh1+ZncaI1NvzA5mCbz0qfHKeL1Ora39wcOHXUrn7LBGaPQQCg7s2uOe7G999IHeP3JY5cY4E6ceY/gHWHcTm+2zw9HnsH3mTj8fN7DMmKtofvzGz03q69azBx7Xzu07vBwVw3MkYi+QMocyBNx85sA+/jkAjAMA2WymTYk17meGc/HlxoUTClJkiAS7Chx0Z0e7ykrL1NTSpJVLluixPfsdYWATgqvHIw21HsgD4/apc2c8z+rq1audS/Iwi/F+bRDONRFrdOG6HUaTmkn/dfHaFZ3KvKaG2jqvX0gC8HMmnVoHRohy3W6GEwe2GxoHEeckYgxRXTgSHm/M0zljmzhfEL/EmYl2gEPVTMJ04vw55ZkEhJrbq6b7CtlPEJH97h8aUIdJEiQuOGVcfFdvt0t5zKXWDnxOzk2tXbFKs1NMijFATjPA37pxszuwkO+XgreEm9AfyI0GgoM4sBZIEPye2DgMDIN3mQ/SM89zpDzh2tDfEAQkb5IyQCyws8I4JM1J0cvPfcEknAzdt/1gr7FTJmPHtOsoAXfwxDFX4a9cvER9g/16/+QxT6TeY1JctK1bmSEw0idSrWHFshXeF/1COO8XFOqOSXKox3HUoiBuEeEitpd/++qPVVBmcGT7hZofx5JAuAnWINRcKrP3WQ/SPs6ZPdftmiC9n3/4vhGjKVo4d75z3qxDZmama0V+7Vvf8v0MNezemcaoFD2oMHhOMGYj1j8PrTl2rm6bJ3HD6dbHI8aM+Tzsha3/6OlTajJGA5suatw1BrPYZKca0+KJAux+4AE7MNLwQ8aFORlq5T3UkaE94jU8bHtsN7UZzJBWLmX2DPVPMQY0dYZm2X5FRkYHexw8yZA5Eh/PC3NJM9qYEpIiJM1MUpOdvTuFxW6LZHzsc2huSKi3CwvU2Nqkx/fvt75tPAZDAyaRQViJLXz3o4+c8SGEB20Hqn3WhGc0NjSqpOyBMQ59+uAnJzRUO6rWxQ1K2TRdM2ZM0/XsbM8VDEN6zs5mHWkDjZGrrK/VbWO4CEejYPQ6Y7jWrV0r0sbRqERDGE2UwR34gTWkkcnpj4357h4YVbQxcLPmJii//pYablzX8h47c1U16vjguMYOfqD6147p9058WW++HaETJwb113/Ro3ffjFBuDnY+/B2StXxavFYlRmq2MdI99+8pNvuWEv72Bxouu6eh2Ct67A92Kjm2UhevvGErO6K1C3fqpae/qRs3b+ru3Tv6l3/0L4weGxxU1Wmp4dBpU40RWrbUiKw0ODCssrIyI6j1WnZvlxYPbtOC7Xa2U6eZdFigK4WH1V4Tq/C+FcbINdn8h/S1r+9Q6rw05RcVesYoYG7NqtXabMSTMnv5tmY7N201PBTnTPItG/OQMQbpto+BrTyAH84FGcOK7ew+KC/XUN+AMfKr3XRDMhpg0WHcrv08ts8NwQzALrCjnLtyVWERJh2tWesiu9scxgcIwSAshNyQ2Gs8T6RJjCBpEB8qjrbmRrU21irakGzZgyodu3DWDvZsfeX5Fz2kYbpJchjwSb3HZs2dM1fEQR7Yvccr2xN7dfTCGa+Qgc2sqbVN1AdEApxlBx111QcmiTa3t7kNsrzqgSPHaXh22USqa2vUZ1wcpZggmLx6jYXcuWmLe4kRv3Y9K1txdi/IgBAUAt+dw7Z5YGfF6QMgCiGqUHPAsz6YZ58RPj4D0YQa6/PBwY9UVlHh9rWO/j63yXjsp30GwruameUB/Z5yzSQLEiuQWxaEOc+4xP2GeIm9w/kG6Qmuz6XS8bFArBkr+xJiVBrbWvSjn7/uQA+nyThDjb1FAq1vaXZPVZJM+Jjt3hCC/HTzefKbudt1SBKXrl3VbWMEkP7gbK8YoYHIkbif6wjNybl3xyWGvVu3uydtcVmJZ3HpbGnTQH+ve5F+95vfssM/351lSNPnPfFtA003qZKqIMTlkRnn6KmT6ursctgABvoNTh48eOBqZpzUfHLcyzgftjBH3KiD37e9aDJiiHNVpBGLBiNkhKigBbgJIjTCtWf7Tlc9TjV4nfgc4gDPXrzo8IRJAvsXn4eugYjcM0R1/OJ5RcZP1oqFi9yxiUYAPNLzQneAme8IilhjVH6MnWfAxJA16Hs/+juX5BgjqmWmhKcu54wydGhD2CeS6X9gUsHVnBwdPHbMi2gvMRgnLhapMS0pxbUeMITYxdtNGqeQAnAEQcPGCJwnz0r2zEwUdM+8ddPWuc8zU2G3o4WQJWYO1M9zjeADZ2XGuLx76JB7rLqqNyZaDyor1dBQr2Q73zCNJICADfjX/+U/GRFr1TxjJOavNCK5MUYlEeUKj4lwz1fsp0hLqJ8vZF3Xzdw8H+c777+vciOe2K0pGA1THRoPjOr7Rw7pyKkTbss8c/miau26ZUuWOtG/cv2a26VnTJlja2JM2YW7Wtk4qIGxIZXY/eUmsZZOGlS5reO1vnUKG+5XU22Tegy+RuyzpoYOXbs6pJuXpKTzr2n6W/9eI4dPKqHgvla2NtvZGtbhwUFN/9+e1Vdeely3z+cZ7rlhDHaktuw4oAOPPeXOdt22nnsNXl946SWloymbFKWnTfjAuxoGb3RoSE1t7db3oKLa45S+OVVLnkxVdIKd9clROnHsXXUW3lRMwqhefH6env1Siv7LX/6lKuqqVFCID0KJZ2qqNeYCPIp3//ZNm13zQgfoCql409DUoB3GaLuDj6+gH2VlGYGlwhLakEnGeOA9DU6gsAWZpdLmUVg9gOPPW/tcEUzGgA2oorzSucYdmzcFxJKv8QES/3fs/BldMOQ535BBSXmpjp454YiCLDq9PV36s3//L3X4vde0eMVq4yaTDRCb3CaJJyOJvlE73Sq45ypIVL3HTp80otvnhIuUdbfvkj+1WQlxUzxhdVl5hasST1w6LypvwA1fuHpFVSaN3TMETj5UnGGIMURKI8aIiu04DMBR4YiCWjRheoIDPQ5Nbe0dgaRnSAdC7F6LcP3M07+D+fpPew+CjtTksXW2JsUV5Tp5/qwTbHLVsj58TnYVvGlJR1Vpksk7hw87M0GlDx6NVICUTRA4JbaeOfCY2yAAXBd5DNFBOGtsbmQmwkMXZxmcbOCuQ/sxPjzvF0RDeMylK9c0w+ZMzOPEa1hnqvwfNkRD/lAca5irSw32xWUhNTKIEWAA6WF3w9uXPS+2fS58UK7BLqqNbHXP1yULFz8sfEuDwakyZE2CC94H0ZNTEwnrsT37PC2ch1zYAUYVB2NCC42V3zAIbnMzAsEhXmuS7KaM9S4Vps2f5+u6etlKkZweW6Pfz9hZ3PEWaEDkAdhLUW8a8UpImOqMxPat21yquZqVqSsmDU83Ipkw3Rij8EBbMJH5gTPHQxPiAIEPSU+hvjgzpEasNeSFRLUwdb4zADQYTbQTiWhnbE5UkcF+hBRFJioIGwzCoEndhBcBX9jiEmyeVBTBqem0wTsZdXAiAoGxz6T4q62vd/t0guGCTRvWG8JM89Jyc40QXcu+YYTwlBNlpLuTly546TnWzb1WYQqtURS7uKTYpKBRL2dGwDpzY/95QaQI4QhpXVjTuvoGnblkRMr6J/HC7m3btM6eS3WUc9euODIna1GkMduzZ8wyhjhWW7dmaNmK5VqwJt2YoDlKmzNHswweQl7CnMG7d++5c1alaxJSNGhSD2psmGmyV3GGA+gYM+I+4DlWYRSuG+NJWsRtxgjjfbxty06D7f1GTObq1rXFxkQ8rcaxcrVF1Chh327jYiJ1ak6Hbk5r17TFxfrd39ymbTttvZtuKSquWguXNmvDuj6NRl5XY9cFVQ08UK2d19ZhY1ZGjZjZhl00eLmxIE+LZq7VjvV7TbaM1+TZsxRrkigatUd373MTEWp74GmBwSnJ1cmk1mcvcI+n/pybog3bVmnJjkVK3zdHc5YlGexFqbGyUacPXld3balWrhrTX/zNv9GYCdJ1DVXuvHdgzyNeYYeKN3gjL0lLd1giIgHbeZQ9H7UvjNG2DZsdDmGi0dSFYBenOuKV79+/rz7Dh2uWL9OUyfGqaahTeVmF72lc3CeTmXxe2mdKMB05hhp/2yA4KJQu2rJ+vS9wTUODSyehgGvuaWpuMuTY4zYmqvojTbEJc2anqNv+/+mPf2AIpEVLlq/VMpPUQJ5cC4eLlaKkrEwXbmS5FyRSBlUvuts6PKcnzhlsPI48G9au1Ww7sHDeGP3LDGlPjojU7u07PB/noHFRq2yzF5s0AiePV6FLXT6dMQPQfrcTujMThMaAvsKkEySCfDukJMQmCxFS0+S4ye4Vxzag8oFDc/uPI9AxL1FGij5iB0GcPCfv1i1XjeLoAkK5ZBLXnaJClxhhCgYHyXNa5SE3AeIJU2FpsS5kXnXJgUBp1LbufWuHEWTGc0aGR5yLJvUZ88dh5vKNTF0yJA8jg30WhIjdlnm2mqSN+g4OE1tPXGyMv891bZ0dbvfxlHYtra4OhNiQo9XXiZ/GcUNUw+w3/+PwRc5Q4vCOGFMAQwIxbGzEaWmqatqaPW3d6mXkIMVBANAxyXzaVK03AgdhcvUiHdj6QURgqLBBIeV5n9w03rgXuOO3H4QJfzNPLzbMhfaDFGlR9hzSewV7E9zv9403EGzoOcA1NukiI/YL5sxz5ok6qva2J4b3QtIm4Vy6ka1U+5wcraxd6HmBF6wxkSbJlBoDhC06yA3s3w5bhEphwyZnLgwfTJE7NPkjAhs6bAnFtxctXGCMRJSPi89RY640RDh7ZpInJBi2tc+8edOkp0u+5qTKgzlh/Xgc3q2rTKJ6dN8+l9Js5kZ4qK1qzIc9s9Ik6DKT+ggZyVi10v/u7urUSiNaU2NJNRnmknv27Vz3KXji0ceCUk72PuvLOqM1YMydRsRx1mM9WWnK/cVERquElJjGvJFFBkch4LCwuEgxNmeYXpyJKISwZPFC2+/AyxQvWs4wTARr6/3YC38IbHEtPd1KMTj5p7/523ry0f1eYAHGicQpAY23O2yMOCdStHzmTOzmc/XY3j26V1Ckn7zzC9VWxOiNn83W9StJGuyJVPfoMXXMO6fReZP1nT/4P7X4qUeU2XBD/bEd6hmsUk1muf7Nn/y+Xv7KWr3w4iJ98YurlJo+oKKmd3Rj5KoqEvuUNHmGZqzYqvKmehWG71FX3K/owaQsRZVHaG3Sdh341X0GI9GKsXO1ed0GJ5pTp01x8wU1RzmD0fb3f/nrv1JBWak2rFnreIU1goFPWZyk2MRYlxjxqn7TJOwKW9/h4UH1dvboa9/5TU8Lum7tBmPE1wVmJiPOvZxPY2bJK3305HGdN9wwzcaAjR6nJbx7sftTjKHJ8APag1AiDc4hppbZs5INH0wxuFzkUuishJle3zUsxuB/bJJrDGkTz9Zn3T5zCRPADRpg7b9c2uHAo5J67d233JZD+jYQFIuIRLQhY50fUjYQqQEnCqQCKp6/9/br6jfCORYdrxEDDIAnyCoR9EEuTUII4JiQMggjwVnIkYIdCrw4F3t+0ynuaIT7OhwPicx5wbnhJg/ywJCdTvklQzg8HGKGVEqaNFRVXo7MuFYQEwcflUlu/m0tnDvXiRU5FclnmYrqyDh0HA3I81lghA0nD7/PHox00GwIZkp8nNsAhkfHtGXjBifcSFKkPrtmTEC5MQMUj0X1iSPM1nFVCfuLpIZ0iUSyyojo3u07XRWG8xE16OiLNYZDhIAigaxduUaU7UItSFwa9laeAROB9zJ2nPePHfZqEKQxJN0b68L794uLdfbyZefkiXddasiMWqOkyBqxLwhl2BgJoEecE4WQDQ2NuB37rvUBoWXOfYbM9u/e46of4utumfTDoaN4L/v1y9o4RPk8mtpanDkBUcQaQe8xhqTMVekjPj4OwH/vYAKn7A2SfSiJP4TLCbavV3CdN6P+xhv5OiKVtXW0GryFOXMGnTp39YqybQ7ALQifmD9SMSJ5k3wjNI7Qb7xLb9r1ObbvIGyk5pCakGs4E6j6ic+rtL3FwQzbKGFUqF0Jdzh5+aJ7CyMZIhGEGvezHyRK54mkeES9yvl47vEntHP7NjsXgQTPtTAinJ9QC42Rxp6TrYWYQ8wBECeC8QkNQbUKbI3aZsCQldk6EmYQYYiVeNXAWzeQLCH6B08dV/atPKUYE0zok3Xk2hu8aVG9UqWEDEkkswf+kWBjjBlpsr7RXkAg2TO0FCFmKNR4n41g34A5pM0Kg4WV6cvdk7nhOgxgmCYnGME0yd/Pg19pvw0m+Z8vfCvw0K9raNaNs3d18Uq6asvnaHCg1gji+xpM+Z4SlrRpyXyThFdtVeLM2RrsGDWJ/qrBtEmrNWP67q/9lu1VuDOQ2IsPHfpAf//h3yhsyqBdP0c7n/m2Xv6DP9KpOyd0tHWbukdeUn9HuHrvNyu2O1KbjciS7pMUhcRFUyKR8bHvp4wxv2v7QYWlotKSwARluDtUFSjUiH98/a03dcnO6mP792rhoqUKNyZo+ap12rxlu/7MiG2RCSXgyqkwMLZ2hHbduZNvzPpcj3PHjhll+3LPznxNfYPbfKvqavXWhx+oxxg4fAAmOldxbMGzCxakmuQcqfLLVap8v0UD4YO6UZujkcHRgMnnwFibuH+fZfscEMwxd2UnJyQ2gthoEnYHgxkeHnbEhISA+B8aJAvuzf6HSMbYofN/7au6qlpF9+8YIEcocd4Ctdmzpxthdbua7RKP4IDhcIJOn2fyRZ88F6mGMBTGAtfTZ5ws9lKSOEN4/frxa/0eH4Y9dPxFQmNSRp2/ckmNzY0mkfUYd42XajAv7Iaoe5Yal47dCAcjitwSN8lzsB3V1tZ5MgYOL9wgUhoZTELZbbABFJWWOQIiIwx5T8nRiEpuuT0XNdq13BxPKhBvgB+aI6EYlzKvO2F+fP+jRkhn2WeT/GDl3rvrth23HdikQPizbUzY4XBrR/rZagQa4g8ixi6G9AWDQKgE6cnqjbjB4W42Zob1I8sMlRO4h0PF/CEglLVCzQMXWnO1Sc1X+zU1PUrhhjioLlFkRJ9aeagPSVVIukQckGYlpThnH2cwMs2QFcHSE3O8frq5JGkv5p93946OnD3jNmhCMgjOf+PD951AUG+S/bUl+u+0MHUZ4UZ9n0PlnNZWl+KxifOZdfGwobKraKhVlEmzqPAijRigJsZ+SCOUAnsrtjkkeIK9kbpRfdIcnsYbMwiYmElOFDkHEIyJLXQ96n5KO6FinWIMHkk/CE+giAGObhkrVjnzxPMcJuzlcDz+P39XmkSQX3jfHV0oF0eDGUOl5v04wPvbn2h8xnMgaqSSJPsPcbEweKSze3hW7MV1VM1gn1GPk8cUZOzPp9mF94zo3zImrJnzPy3B1i5IX8g1EDhfC4MP4vZog4aUf/HOW86MjNo5n5+SojtF9z0BBiktXeKe0OiJZ1EPtKKu2nDBZH3h0efUXNWio981gtYwqEkLphvji3OP4aXJxpjYTe7Q5iOxMzIyrCGTwqfk5qn3Sq0y67coMalJ0xNz7LMTGo4qMqk/VWsWbFd9XavOX76qefELlHM8R/1NXUpMXqhnv/Ci28YZS5Wd44Pvv6ViHGb6wvXF/d/Rt7/6O5ppTM6lqmwVN59Sf8MKO9Nf1FjcUiVubNHOfYutL9KHGi4w3ICWBbzVaET04PFjqrRn7t+1y6VPqjwFsdwTGx7uxhAbo4W3dnrafG0yJnuGnbOdu/b6uSAfM/VNgX8YZSTMaJP0wT1ot9KMsS9/UKXy+lr3wrZD7uFnZVUVzjySQGSV4TlggwZjADFtbe+0ucdokjHNP/7Seyr5oF7dk7tUNqnUQ+GomWpA6WvzEDY+4/aZEUwOp3074BIITcwlGTYWzJ1vh8sOsAE9XCeOFeR1DR1YEDQA4osYPMolUBA/nDY2nXkmYW3YsEV79u43ZD3bN5U4IZeaxu/ipyPUCROHQFNx/ODxo6o2LgkAIW0VkgmEIKh4P8njA0urHzhxCdnPeC5PYlxw4XBPG9esdbfqWUkzHYhpEGtSXXUasSRHJDFm2KhC8+FzOG68NEE4MAwnLl5wr11SBeLoANeO1IQE3trVqXxDLrUGgKiQly5cFGQOwulo8WK3vfJggBTA5x7sNNiMYABYBaQCqlKgaiPf5dDgsN45/JEeGOMwbMiSQHbsgDg7sQ6LTPoOnhsgSaRsQkzgYllrKmKEpB5ySiIVMS8a6tvz1665FJKaPFsf/cY51R3s0oLnZyo6MdJVpqggcVhBzU5sJNJks10PooyOiHLPy8NnTnlCfDQPIK9Q+zQgw1CxAA4/BjeoHyGyrZ3txsz0uZoUKQ8Jd2JjvUKwgmaAdeJZ9E9tzSVG4CBejM3b+P7RiB0mZR6Ilpqtp2394O5hMvBaZs8JXQKRYENHrYrUBtde39LohBX7J/3yTCQGCAZ2TIgl73F+vE97cSZ4E9iEMHA+yLZCkoRC2xMkeHLPTjGi1G7wwl6g6nWYG2ciYWTw8L5XVOQEFmYKz2mKINyy/4EP4lIhGIFUz+nhPIET2QHmP2bINEjM7s5HvvR2BS//M/hNUvZ8eya2SGAuPW2F2tsJQYKY4txTphk2fhhL8rlyPjA9YN4g3SL9r7T7QNw8E4e7zJs5KoYA2/rm3b2reIO9s+fOGG6pcgc69hwNAQnHOZ9htr7MobCsxPPxJiXOEEUTzl+4qpuHbquppk/XahN04dxUlRSPqKp6TCUlNod7mYoqzlOfnf+ei9fUeea0Gn/wQ/WVm7S8b7lefGWO5qY2KT/vsAa6+rV3+/OaMnmWEcM663vIveFTE+apvKZEsxcu1+LFSx0fENZVYLjm2LGjBtdGnPun6uXnv6HVGWvU2FCnO4XZKm26bP1Mt0VKVXjkfGMeZ+i5ZxONacNOn+zVltCk4EdALDdmG87RpnVr/fkOq2yH79rHDa0L+4UKl1jiQiOcxF+XlFXYOenQC0897dI8WrR0Y2CBMQgzoUBoH3iae10bvO/evNWdtToNzsgRTDUcNGlUj6JfvnDUJJb7Zt5tw1GL3K7aUNqqGZunaPWL6Rq29U6bslApS2YC1MFd47DzWbfPXMKkYwCpwyQUJBEkKA7ERC6YF0cSJEHe1dsF93yDEfspNYS6ifyzjpDsMKSaRLLQABE9ee9Qv1eowHbkjiZBt95ANAAJKqkAAQTxa0gISBD1dQbkdkipWQmgQACwrxwzZE3GFcIKAMgAobK3wVhR/8L9AmCodEGI4DSyqGAc92TTNk50/aiS+T/UuJ/rIQ40iDac4kDfgKuvIgwpzjZAhZtE9QuSwDtyQ0aGO21EGPBjS104P02JVPew5zExHHZAyENGCCDigS0n6A/kGCRrQK2MlDzqiJYxZixf6dcC9NjXuJ77aMyJVePAoW6BQODJGah5uzzdHI5DSKKuVrPrIdon7bAUFhnCSJqlw391VuHW7Y7vrlNkHJ64QZ1RVN70j3RPdpqLmZlq6WhzByRUx6iekc7ip05RfnGhe87GxUEEPqluZKiMFw9mkgxgB4OI4SQCF03tUKR/X6cJDVhDrW13O3PC58AWc8OmB1Pjqkq7zj4O4Mr+IAk4tuZ+I8Zw9BA67IKo18keBGGqbax35O3ONDAexoWzlq+9/YZnqcLcMNnWlDGgLi8wTE1NVuA03BgK1K4kfHe7kDNiARcOPLcYfBG+gus/dilMCdSQRd2LCvRKdrYTTIoteyklOrbRd3f1eIECih6kGlKHu8e5jeTyx00yb2lu9QT73Iu9GV+BLJOscBoi/MJjle19iLuvOy//CtYm9B6THbULKcPGuZ82ZY5uXIvTsaNB/N3UaX06cvaYe1E+9+RTLsVQoBqvW2z+b33wvtqM2UFqJI0cc0ZL8P7hQ8Y4d+srL7yoGzk31dLfrcT4aQ7r6QvxDRhzZgCvXBhf5sb6OmwaYxo3OU75RUawLpzS9OVTtGJ3ht4+US+EpMKCduXe6FZeVpemXvihoq+8pUZj+ppOGtN2LdvwS5sOxg9q2cuL9fKXnlNjU7VOnTyhsOEwPffUl7R+/Wb12X739feqf2xI3/m1b2nhwiVas3aj7lufOFylmlCAbbl7YEhdRlDIKYykN8Vg+sSZc8o6lG1wU6nh1gZFxxvx643RtqkNWr6oQ12To12TkZ17w85XrzOwicYA4O+ACQnpPYBSe9mcP3FG7IVTTlx8rGtfYNSpHFVdU+faij5b2/07drjXPFl9YMrYP/YSfDe+u85IE94FgzzdYJ7UdlQPIi0j/ePMxhh8HDYG1Lb4UKDFwAlp0bY5WrTXro+YrCv/qkBhTaNKWj9dsTPQzAX9fR7aZ0cwvT9iCsfUbsiVYr8cUlevsrfjA3o4MHsP28ZNQwYXrlxyqYCamMRq4XrP4SdfJQcIKYoQBjih3Ft5upN/16UyED/PBVw4LORAvHTzhv036sSNTUVNy0aD4FBprl6x3DcflSKu47jWYwMgzRXeoKFcpCGk+ssa0uurr/+9O0Fs3bDeqw+cvXLZA6yxW3FwaZ94hv0NcQDREth78PQJt/0M2WIAbIwZorPeJEsIL3Yru8nncfOWAb0hZs+zas+hwnxlTZV75QLUODuEeoL5wFMXRwoIFMRt3hyTzO0QYxNBkoJYhppvD3/ww14gSYgbhI3MSWQpwpaRbwSaSiUcRLej2leQYQiVW6FqOxrUP7lXKbtmaPsTG/0whsgPj4bAX7b9waOyzxA6MWCdhizxdkX6JMMOXrHkfcWWmJ4alPr6Zc0/sh+EpBTYswhOX7oo3Qk+70+8EzPB6UsXVGuECWk89Kmrk4xRoYwWcIB62u9l2NbO257eLSzU44884g4MbscziQspm7EBB4R3XL+R7U4r7kFo+0VZN7oAFvDAhDgbiJqEFKR7RHogxCkuKsaLZJMmcsWy5e4UQ5gPZ+i+SUsQ58qKCnV2dKixtcVDHvA6RBpDvR5ukhWagLauDt9IvMex85EYAm9wvD4h6EiihI0Ae7ywlYcSZjc2NXtoyQcffaTO7AHF35mu4d5RTUk1xsPm4uv8Sxr7C9ODKrXTmMFT5+7ozNEh5efOUGd7mOKmPlBZbZGGBru0e/tuXyNgq3+wX/dLinUXz8r+Ps+glH3zpofFkNWL9Jp7tm93LQtanytZl+2MTNaeXXt06WqO6uujjOC2qLq23FX9oXAi7NDsD/v80ZEj2mAM1DMvHdC63avV09+oe/eOatmKTj39zByNhuWpuvmIqlsK1FbbrDpjGqI0ohib7xvJtn3pg9qd8Zydo0FX+cebFDbTpPRkmwPw3mQMJHmdZyYm64nHn3QG/5BJlNgQCWWCsMyfP09LFi9xR8WVK5Yp0s707Ru3VXTkgeo7SxU/JKXGzdDUhBqtffCahssKlNXSpLjkJGMOltsz59nzZygyPMp/+7m18QVbQlahCSkDrWHDRwVPtizXFBnhY23wF7iWnWXPidSBvXvtyjGvX3vWGE20Mwgrgad78Cx++zkabxyHW4ZfKSyPNi02Jta1AzhocVYxZXD2HA8hIEWHeyKRkcERNdTUKyxpVIt3pyomHr8KJvDxmD/L9tkRTFbUXuRhzbyT5+oD1ImksiupeuB5GwPJjAvH18t+0D+Icb4hczgh8lWiaiKmCm500KQCEoznlxRphh1KDiZSD3Yw9+pk7cfBp8a45/OXLjthdDWnPR/kxYai2iVnLYH6SJY4zBy155YYy7ltw6aA6BhxraytDpLHG8HxWMdf1pyrqvdDkWEIbNAIWEFhsRHt+0YUox46NTFfpBCq8eNlhgRSZ4c52qSgyQa8INg8I0wz7DASvE/e1bLqB04sAwA2jti487cPfuieg2RRYVwgOveonT3XD4THt46vAzexyq+985ZIOE5eVDhwgNmpmzXU3rjek/IuFPqAurjYrqemX6whcsqQtRGbavtWXFLqyAiVGloD7FQgPlSjVLZgPF3t3Wodblb6yjT3jIZxCXG/7EWtSfh5d267B+jOzdTfm+nMC+FD8VPj3b7CmuL9B0FiDX0BfmkLYIksNdiMQZTTbG+5h7smHgLCBA4fP+E2aJIOhD6CuFCl/9jZs4FtPHW+v++f2wtVNcSc3LOYFDjsIYLM3tJHwJSleQHvS4aUKEmGUxSMCXANPNA6e7pcmkKrgG0RbQq2eNT9ZPhpMSJJt8An4RZXbmZ7hibi2iiG3NLS4p8hEQP7Vbae2M0bGxrcOY5QnRRbh9GhYb3+3tuKtzOXYRIJauNKgz+0NquXr3RJObB9Bucj91a+jp0/pZFuY06P9KjtfL/KmioUvnhMScmJDlu/vAUSDsna0d40GnHubO9UY+2QIpuNwKc0qTu8USuXLVGjwRKSLMwkTNgHxw6rvbXdGeHlSxa79I46sqS0WNHG9D2xb79XwXHp2caZffu2MVuD+vDtJuVdX6+B/unauz1NK5fP/hi5s3H2DbPXaPPFU7ijr99gdJrWr5mn9KUR2rVrjiJiinW95O9UEVOq2oQ+hQ1N1fQNmw2+q3Uu9v9WS+xujcVd1gsHvumamjXGvIfbmO4Vl7onNKEY4CCICGXJquuqPfvVjk1bfI2DrFnhfsbQKuHbQAxprEmYaCJKqkpVP9ipueVLNTssRUuelRpzL2pBlUlq5eWKbe+y9016b5fq2meoawD79bAuXRxWa3Ok5qb1a9KoMavh6AcC71MaDBw1RnHYW2qEOtlwAzGmMEd4wK5ZudqYbriBMHdYPGJSNU5vMwyuUC+HzszEs0PDsSsvP18XDC4pW0cB+dMXL3hsOZqwySYVY14CL4Lixyah3p+kpo46Ja1J1pLddjbnUOcYAm8P/NTzP6v2mRFMUBToC4nrqj13hiFo3OMhgOevXXU8Pc8Qmq0jIoy1ANmgxiw1bhv1HLkqcQ5oNm5z0AgJAeFIfnhqguiwf+Xdv+tSEzp4ryJiT4JI5xsxwUaz0YgOXrcunYUWgV/24j4CrPEqRP1z7soVD3QmFyubDbC999FBz5HoJcCMm4MzD5K6fwyUVca1n7E5InF1D/RpHUkJIOQ2PuxL2E7w9mOqdF1dXaPD50675x4S3o9e/5nbJp5//CkN21V1NiZUriDZTJPATp0/68QQwoTt8g2TSODqvvrCSz5HJ1Q2NxgBiCDZcSY6YTQYojp1+bJLPQOd3e5ST41RkqtzgFFTZ+blerUVJCqqrbB/Wbm5Onv5kts8iT1FpU5Iy2IjaqgAQbDYwJYbAcZZgP/ZQxghv9YOKNmMQA6dJt22tnc4MfFtsMGFkL2rM22tsJuUVVXbeAaME8bZJiDapYb8IaTYziYCMvPjNOK04nG3BiO4sUO0QcIwI1w+3t3DFw2VOP2Sqg7HFSfkdjHXwwjMM9ij8gJIHZiDINECd/lZ42p+brEbeKiJoN6X/UCCT7T5MB6SSJAsgzXiGaGqKBQMp84pUhXjAH5R3a+w8SD9o6q9nJnpxG+DwXBMVLhLXajmIeJ4kHfY3qFVAOGxlsfPnnZp4qVnnlW6Eea8O/lqam/1pOp4DRMOBOOJdyKqPJ4F08i4HppI7AvYbzN4rDfJf9rMKWo3AlcRXaTJc2I8ztkLco+3EMMbWmV/Bi97Hmu1bMlCxcb3qKroqjKq3tW66kva+PVnlTB3od4/dkQFRnCam+psb9OMwbxvBG+7ntj/mMc8D5rUWW0ME7GyECSQsQF3EGdrczhz6apKCyap+cEzammKV19Pq9ZvnGwS43RH0uCNC2RZsrU8e+6cO7rl37tn0midwfgMm8tCLV2aJuNBdPj027pZeUpDk/ttrfFe/Y6abU8vy6TetqcUNbbPCNIMTY6L0O3Cy5przA9FvBkH3tEwSKjxiU+8fPWyp5JDKn7x2eeMgTVYtjVhrajPe/jEcZeskUBRN6Mqj5ge7j4EFafa1D/aofqkK1pS06ulw2Ea7e7QcEW5erNu6vblRr2ZtVTHz8/U8eNNyroYqxtZ0s4D/QbH2NsHbRuAZfbGlsv2AfU2+40Hsid7t7GAHzDt4Lvgu2f/w5CDs9ADEeeJ1s3enrDHwXUo55EaYbJw2iOxDMUnpk6O8ZSjaBOBI7/ZXlzLE9CA/OiNn2vYjsDmjRmuDXG1L6/PSfvsnH7Gf083JLgwbb67oXsVEVv8Slvc1SaFkQMUFQYcGQ42IC1CG865B2qz1q/O8BRucOJlJmVs27DBk7LD4cHNwe27xGMHCImQ4rhImBevXHW1LsSITPuO7ELzZ/Ptm1RXl7IzdTHzmnPMmUZMSFj9+CP7vVivH3r7CrdnY9fhUNwpuKtDJ4+7ihOA4kFcU1pWZpzZSQ0bDU2On6odW7e6qmPK1CkOUO50YkQEBJpzO8/rew52U1cxzQ5YumeXQXW2xuYKAS81JIKKDGKIvW8W87X5Ib1i08q9dctd7J8+8Jgjd2+hDbZfn9xqYyBMejlih5RqCY/vP+AMBRILbuO5hqQ4tBys+rp6l8a98LA9BEcKVH9ImNn5t43YxfuY6JM1uV9Y4BI4uSIpXcTBoHHA4PDZH1SWlHz6/qs/Vo49I8+kgjg7WB5cbmsCgYb4sG+EXrx15KCaW5q0ef0Gd0AB6RL7ibMRkvQnANn6QUVf1VCrX3z4vuqNcSGhRGBHsSk4DQwQFfDI4QzdzbNxxMEGOGRMEpI31xGCgjNWnBFRHMQoAI4TFVI7DcLCa2LzChmj9h6TMA4QhFLdUKesvDxjhDoCBygjYDgA0eiHpeoxSYOEECRQB37xegVOIFioSZGwN65d64SCChB4UpPEgkkQI1f2oMKZtfkGi9igeKFJAWmhfptm/XXa2dqzZZu2GMFZtmiJSk1a+dAI1cxZycakJLltDEkZpiu0OtEGc/NMgq2sq1J7RJfWPrpUX/rGc1q0eIHDBqr1UGMuuXfvuuc5+VbRLNB4En/HmqQxM2mawmPb1Fx4XlMrC5RQUKZ4zrpJb+rrVuyMBbqela/UBanGHDyixnpba1vjnDvXlX3/jhbOMwbNCFJUtO0/9mCTomA7krLvqfnkiAq00qTSq1q/uVdPPrPQEDaEYzwm2s5lq0nimDco1kBVGWqpsm6oftFmXbmWpaOHD6q1oUajfZP17PYva8u2A8ouKlRp1y11hpUouucRg7WdKi/uUv/INWP0ZmulndeQNz7rx96REnD92nUi+1eaSZCc/2A1HCTdROU2PesXXwhq2L757nuqq27Q7/32b2njoxtsYmkqu2FEu7tJTYPNumkMa31fl+72tynX7q2PTlZrm+1/xT11NBkj2tqmr34z0ZgmY3rGwIFosqSOnk41tTYbI5rgGprAk9h2efwMOZMEIAb/2ueYgWYaLC40Ypjkc+I5XA/uCp0lh3+bB2cFJv3evfuGJ9r0hOFOGIePmc+Jr0nurOaaKRNeVprwZO8GHX+O2mdrw7TFZdHhfm0EXrSXQ5Uyd7beP3jQjfAXrhg3ZhIlXoV4kxEYi+p2/ao1hjSma6pxK6ttcXdu3mpSaoLjJJ5JiiwQLc43bBKxd2wA3RJXCVdPMvIg/uvjhkRECTGI8mWTKEFKm9audy803KJBuEheQDeSZ7JJOhA1bEmkUEMNBlHBbhdaVBBhYVGREdw6Pb5rr5cOC5BiEFvGeJk/NTnPXr6o28UFeuGpZ9weg80PrhT7LsQQrm3z+vXOrULEKPNEaj8IB/0BrNlGdKloD5KF0P6yFpCJIB4KFWW2cbdNjU06sGevuts7HWiLS0u8KgiSBw4yHBg/EDY11gEPRtSFR4xRgJvGaYBZc4AIK2lqaxuvRpPivfHZp4EN+x8VQOpq6zxjDfucbnOeeC0HisOXYPPFNphgjBbj55BzMHGY+PSzvT/7nwM4NjTqpbeIoX393bfV0dfjHDVXE+dYasizxYg/thkQOWOC2JI0Gi/i143gUsWf/QeHsG+u5jbChSTAGEKNvX2IOKwhudDRmIZVU1drfVWppz0oB9Xd2a5UI2TbN20yRiPm4T0jdvU02xcccG4X3tXR82d1NTtbd4sLPfEGUicVVNg7N13YF/A+MjLmsXckti608zPFxrUhY60zJmTHIVYPZgXPUtLcUWVjvcETMcfcT4UOAvlJZYf39blrl70vkH6ohY2MmlRoktriRVq+aIG2bV2rJGP6pto5BiYnIjo8Ir/3d3/nzMVGIxShnKyhZsuk6IhoXcw/pNyck1rdZfNo7lBnbo5mF5ZrXmGxLudt1cWyr+h+7lydOjqmo0didPqEdC8/zAiK1N8WqQUdVQprKNdgrxGBNw6q4Xt/rfDjBxURVqNFX8rQn/z5Pj31dLoxASFpeZJ79OJ5vG3zJj9r2zdvFvmLycFLQhRqxsKEUAvydla2WkrrNXPyPP3Wb/++NhvTu339Jr1z8ee2ho3qL1ljuCdRsVNm6flnVxvjucz2xWDE9gYY5MUeoUpnLSHEhGM4kzbhxTmGiKJuZo+wq1Jo+3d+67dVXTFHl2/P1NHj89TVs1D3BxtUFpWjO+GT1WJ8UsmyYVUktShuVpVWLu1R73COEmf26JXvpmj/PiINSFGHc9iIOxFm3rjpCVFI1kLlHOvex+DAGmp4+NiYaSQTIT4cmyt4BQdCt8Hb9SEzTQh+A+90KpBEGh5KcwEIVTkM9J3CQtfahM4MZwX/FLQ6MNdLDa5Yt89j++xUsmAzazgynDbCdOjYcd0tL9Pp06dVUFGmovsFnu3DCY8hgbUmTUJY2YZ244xI1YYqrLGtSR12HeWYcAJ65+ghlzg9ps2QXWdHl9tIG1pbXQ0KsiBukNRfcE9ImQ8nbxtXXVOrt6lHFxunrRs2ewwliImqCoRLYKtzwLJnMwWvXmB/84wk47o4eNiPQoBD42+qhCxPNWlyYZBTFAmM5n2Pdw8BRuXbbFhg0OQQVJ9IWAASB2vMxovkg/o44O4C1Ud4BH0FB45RUTppZHBIu7ZsDYjxf6/ZJBgfHDbegmttnKjVVq1a6Ta+Xdu2OcHmORCnhweCYdsPyh2h2tyydoMX8oWYjNr7ZHO5b0wCAeZI+6nz56mootT2IlczE2Y48cOGxRwI/iYDzY6t2z05Paon1pV1YX6+RszVflMeCdWsz92+YJB4334F132q+fs2ZqpvvEPhX5NSz1264Mnit64PHI1Qjx0/f06U66J2JI43PJeGnRENREVpmfbtwDY405aMD8ecEUItPpFYMqd2k9o4J4yRxopRI7K3s1d5r5fr5k9KtGjTbD329F5P2bdxwwaT1jEJcDWZegaNqL+jYk+6PlU3TfKuMWmLNHpdnYQGtXnNzKREnNgCnEb87ugwoTDyQgMX7ExBoL78wgvODHljcwwciNmDOXvng/e9oEBXb5cibXxXjEhhA3z6icdd7YvmgQo+2ODQXoQayQewLeFZOmNGoiE30qFxFvh0fL8mNILbk2dMF+khJ37GX7zwxMw7Ua2lV0qVZozMjcE+5ff36kF/t2rtnJ8fWqH6HpOI2jvU0Vqn4f5J6mrvUUebEfiWlWopHNXcI/+nwt/7kR68/pa6r55VRHmtzg/26+K8qfr6//GSV7xB3eiOZb4tgdqRvYZ5BrFzJkdsjYrKSrXTzv6zjz/pcA9MgEsauvu0btM27dv3iKtsY6fGq7iqQPdP37b1r7B7jenom6f0yd3a8MgUoxaoFG21gWVrQd8BHHPWvei2rwfnGLITXEOfxH/fN8bn+JnTGhseMkkxXT/8m1Tdy4swnFajxsH/qpFl72nBk5v09Vf+pXZ+8QX1RA2osue+7Wetdq/crcXpi/Xbv/2Enn5qkzH+vkPW/7AmjUUYTN3Vuz89pvjhyVq4fK7jS4g54wlOU9D4m5zCxLfijX4hM9uk0hY3AV29kaMTNj5wKBVjfG/tRVgb9nHUueALcC4mENb73KVLOnXurJtQYL5DZ6SuqVENbS0i5jYqKpB0P4/ts1PJWn8sVWNTg65kXnXnkE4javMMsbY1NusbX/2Kvv7iF90pgZJeafY+wAQRPXTqtK7YWPBkvJidpWt5t0zqXGhIcFg//vufq290xL1DE41AEph8+tw5tTS3uDoKZ5bGlkZl2304AyGFOajaYMjDSiYXnFdWLV/pzjeXblzzMlMG0bpxL9+9vVwqtVtCB8HnYgtIaAPvhRaT33447H3uCZsUrj/7u++ruaVN61evfvi5N+ufv5EApti4L2dddyS5ZuUyO3fjic/pdPx6fvqz/f3xZn+zpnBvIDnUxSQtpzg2El9ABOiI7B6dJrWc8+T0qPFAJkhK1KMLPZfr/bfd5ffbgaI35sh7XEeygh+8/jPVNNRqx6bNhrxHPfnDRyeOeyL9V2wPyWjDPUeOHVNmdo7bM5H6/vLvf+yFvtcb8oeLxbHobkGBl08DQQfE2fqnX+uLF2OyETine8IIH5K9266YpyFyiAfJI5hn6B5eja3NOn7ymK1luP7wn/yeayg8VtCaeygbASEzEskiIJCUNcs0Sf31D971eM1f+8Y33TEjOOA88+O18cba2j9vHXxf500SnDfXYC1+ipuLwENw0C01bSp4t1Jdl3u1aMd8pW2Y4+uOkw0SD+O0DdOQjZ+k6s2Njdq3faeH9uzYvEVP7D+gR/bs1iM7dzqi53L2o98Izp9//29E+j0STFCR4ukDB9xRyu32dqHvmY0vBLMg0Ef27PU5FNwvVFJCok5fPO8qfmJVC0tKjZGJcTUaySLo5yED4GO1vu3F/SFnoIdz+EQzxs+I6kKTmoZtIaiuUmYMsY98LFqVNSN69w3p4JGVKulJVOlAnhIeXaeYqHhVTmvTqfR+ja5s1LPPJeq7316liKhO1dYXKmFGpVasblby7Gp1DV40pvmK6vvb1Tw0qLaxcMUZE9lqZ+7wyhYNRzfp0Y0vWJ/B+AEP4gwZMx67zIHG2DEz7NuxUytM0oGIObzZvJazB1t3aO/evUpJnh2YAW2vlidn6Bff+7ESZ43qb/7yn6vlyJ/q8Yq/NclWikcbIWNkWDfv2hgN4yqAB3+NDVjffICaHrWm3WQEjf+OnTijdw4e1PZ164ypekU//Umiulsj1d/X4FmEYpb/tVY/mqrf+9Kf6sDeR5Selm77WKqcvJsabQvT3g0H9N3v/LqX2OJMIF3S/HyEjajpfquq/qpFC5uXa/GeVE1fQPhGAIefbEEptdfffNtDlUaMgdlk+H9DxhqP18UUlrFyhWefGrSH22rqb1/9iQk/xYL4zbQzE4IJYIj1xTkTr/7JcXbuDK8M29n7YyNEJdWVjhdumQSK9jAU4077h3D12bTPTiVrG0GXeJqiE3/cOO1Hdu32+oPkqURVgvv/q2+87q7JXd3drgIEOZZXVjigY+Ojgn/SlARt3bzZpQg8skjqDLFkU/CSRWLBboPXF4cEp4athkywO7Z1dqrFEDxIEwkK5EV1DzJTJNqGo2qAkGCPO33+vNdbHDGAJqdljxFYwlmQhkAa/6OGJFpiiIi8syTVDrXQ4oOQUGFNNUCKtHGMjpGzNNor98N1OgGxayZuFsoSVD18+7v2ORIE1/A8Eg/UNTd6GjiIC8SAMIT6xgZdvHZZbS0t6ukLYlXhCEM2JhoATiMnbq5JinlGzFAnBWo1PqMveRjDVI95IycotohRzxzCnpEIHvszY1xgkibOGqjI4eivXrmqLiPcmzZsdDszCSx+/IvXXYWJGpC1xet5xA4iSM3tKeAX+4Fz2C1jYOJtPovTF7GITN3HHKxP6HdwCwSYgOodW7a54xPEMiDI7Eu4cBgipWDIDpqVl6vztj441WBPIjOTj4F5B48N+qOP8f54dZtEiq0UhxnUSsG4peq6er178JAqbld7cP3c3TOVsGiqSxkhIkYjSw1wSFYekr5jR0VVCiHDsxqbPrYk4J/bQMbscxaJwGtq9YDyVHZe5hiMzzVpnMYYWf9gqDYeGzf9ANvY8Ldt3OjeoeuMiSCcgNCpazdvKOfmTZdOUVPSR2i9fM7/k41THvoiF/H7R4/q6MlzRvRaVVk8V3/8z4d0I3NEza1G8OL/XqMbGvSH//4v9Nhv/o6KJg/pdsMNRUzuUm11ub72zBf01a9v11deWaKvfWO5nn9hmTp0RrdbXlVhYqPG4sc0NXKmepPnqL6tX3nx/0HNA1M1I3lIz+x73tcAgnEtJ6jWw5oSUA9jOXFGwC/x2TDMIXhg7nhUT44N7J9cPzo4pj99/L8ppWK9mmcXKs32fPnqWJUePqEEY3h6TXofNql/pL3TiPpktQ1Eqad72J49qhs5Bit9Ebb/9iwAHu3AaL/CAVbboGh7NZVXKLWoVLd+WKp7nauNAl9X8qy7am/7C0VF9yosOk6tZUOKDo9XYnyiil+rUsXZIiOqbXp0/7NaTrUnYxwKCoqMYIa7VseZHeuv4V6L8g7fVdqjycp4cali4nBas/0FPuyvj1sAj0iUSw1nPWGMGOErmECIody1dbtr/mBiYcIoljApOkqRQ6OeVtHT8AUHxZkPog6oBORmLYfJSZ7v9pbhFpjW8pISVdTXab7houRZxrwzgv8P4O3/1+0zJJgfNwKwCQIPOP7Arski481Jsu3yigfuEj/NJCcAmFyZ7C2lY5569IAXScbWx6bgdj9v3lytM6mG50CkCFT24PRxogYSc/Wi/f7eD3+ovML7Srf7sB+gAl2yaJHbfFA3kkmnr7fP7ZIARWlpiScgOH/5ooqM+GHnw3uM9j/aWFQ+OFeg4px4LQeZc0LQMe7tDUbEmhvn6MjhMA80r67PEQWXqZwQ4Cy71+7nQA8bQbEjwJtG+Hrd7oGtk3eQ9nCtP335gu7cvWvrN8URIESZxOrku11hnHP+vbtup9tmY3OCOj427qfh2k8oS7EBMx6gQZkp/8jmFKENazPsgPQZsN/V3PkLXQVDXTzsFRxST8FnA8dGh0cg97A3G9dv0B1b+/aenoCZscNTbYcFIoANDSbm1v37HjqCA0TgyUxCkVF3qlq5aImrM2kg9Dbbq/qWJrc74zjhy2QrCwPB3/ExdkhZPxs8ex+6j/n6y98JGnvabMTyi89+wYvlEr7T0trmO8Xz8VJtNkaLrDUwGW6rsvuQLDPsfJy+eNEYlWb19Q94Uoeq+hpduZ2pBRtnae+vb9K9jlJHDHh6P3TMsoZHMsAAogNeGBfIGi6cDEJXcrI1I3G6wyqTYl2Zy7YtW2wMkSooL3FnEmzOQVwu0/14ZsBZr0kJeBrjBMdnOHsxB2CfuGLsvEgCMKTEoAIT3McYnAGY8Lz/YbNryeBVZWv59ofvq7Kyys81XrwDXXN0/VKjBobKNDTtrzV11QXtfeSA9mx+1ojTTG1YuVnXbpxTfX21wjomK2PpFq1cucr2lnJz4ca8tuvtoz9TQW2OV3vJ2PaCfu3/+kstfWSn/sulQyrv+bISxh5VUvygtu1ca6vV7+Nvbe0wCbrYzwK2dXBBqDFPHP7+5qc/8rhkGLxPrJ/9CaTgyDU8OKpD37+ontF6pexKVY+adfbUa1rQOqDEfpN08/PUdPCYGt9+Wz97O05/80G6ThwP15u/KNPJowk6/OGo7t0dNuZ1VHWVfZpUdEfhlfnqb6pTw8kzijl+VDHXb2pS5w1N3r9a//n7u/Stb2/QD7//7xUzMl1rlu1Wa0e/OxItTl2o0uwq16RFJY7oqZeeV7qdj/7+If35j3/gdW63rN9oIzcItjMwY/Y0LX8yXYv2zteM+Ql+9qDboMhPnoSgqDNOQeBVYNk1IvYJy8L5LauudsaDc/+L997V7aICLzJN8hGYO57HutJYy2D9DC4MnmikciwyXJRohHd+2nwvbPDk/gP+Wejaz0v77GyY9uW/J3TMogYLag2pwogdlRDQbUMQ1yxb4VIk+RGJUUybP889TQn/ILid4H42zd20rcG5OAEZJ47+YP8VbALAn5lzU209XZprRIDQDvvA1Y9It2QWyc3L8zRPgyOk0WrX2Ei0pk+NdGcPnEWojoHXpD/3E3Ox2fBtr7raUTU28jlVV9zp2gGT/v1amytfDfUNOnHyis6cbdKxd1JUXZmspsokTZ99Tds2bXCnDR+93chaISUS3M+Y4UovZV/3GClSVhELiT2NAsjYRalUEYw1ztXfV7OyXNrF4E9pJmIdkfQhBj728fVirVwKMoQ0OznJwzxCKulgHcfUUtem3/nWi7p86bRe/vp3jBhGqr6h0dY2y7lypEXisgaMuDuCh+rb87FzEupQ19LsnDUORFxHLC6qUQg7aeVQ04aS4bOgxAfeKS70eM5QHk7s19m3cj0GF3Ul0jLL22sEi5AgGkTvtj2LWqKo5mkf71mwpv6/fWOXzFid4YSaRtai199/x8OacG66mHldHx4/5gWMUT0hhXEviIc6kEdOn1JRZYWXpIqMnKQmQ2TtzW3avnmTFixKdcIBDJMdBW4bwo038vmsa07QsA9CqFgr4JEXSSCo1LHE1mKmZ3FiOcYlP/sdlJ7q0P4du93lP9QYVzC34HryHN8uKtTCBSbFg9BA/rbmvUb82VOKIycafOM/QIUfGllfKgwx4g08kcDA3JDhiYfzxXeo0ReNikM/eO2nRqT7TPJNMSYhQfNT5mrVyjS1tBfbuC+of+iK4maN6antX9b6xRtdNRcZEWVM3CP64Z/+naK6R4wJm6r9jz4edGEHqKutWxePn1dxaZHWrtiqf/tb/9mzfE2KjdSPLvyFBtrsypGthgMe9dCU1v7rzkRgriCGGaeviQyiNxtyd0+3snNyXBNBzPRE7ZFfa/NCbcq5mDp9sqKXROrX/vff1UjPMrUfa9TmnhpVR4ypOHyyykxqLIkaUV50srpj4m1OPersqVBfW6Stebt7Keff7FPeiXxFHPmvGv7ob1T9zgfqzb6hmU3dahzu16G0GD37zx+zM5xheKRGBz1mNlErMrbr5edfVMaqNUqeY2cheYrW792gjF0btXTVWk2bMs3GOaaK8nKlz0v1JAiMHWYwPGaSElKmKnYGqRaBH9tLmx/MN6aRDmMIEU7AwcH6GNbydRhzTQeMIJiM5AYw3KjxyVOLxqiqukYRxtBU1df6WQnMUQ4dDxt2zpIHFT4WnDA7mto8hItaxDPs//UrV7smhPaJ/fmM22cqYdLpL3uFPoeojBnipNwWon+9SV8g9aaOVrtizDif2bppUtSZq5ecW4d4Ib1g67x4/ao6uro9GNe5dd8y23jbCH+uSVAEove0d7inKx66XEN6ses5N1yyWpg6z2OUiu4N6czxWA33LdNv/8Z+7dm9zg7Tak+wUNvU4AAEVx4aO2WBAMGGxh69+oNeHTo8SY1NBmLDk9TVOazo7lrD4IPAr4ZsjMMmgQyZFPfgVLH1vUZdw1M1NHBLfUM5eua52dq7Y4sdXJ5rCNSeTD8lpWU6gx0vLtbVpDdv3fEQlnUZqEGDdSCDzEI7LI8fOBDY6mz+eGpWGDIn/gpmZLERJxyEYEpYmxH7YV15YzbkcfV0b4bQ8RaGmHAQceHHAeT8O5f0/pHXDDGN6Wvf/lVFWd9IK0jSSObsCbGqeG8SSuIJ3m38BOgjKXa0t3pcKR7N2JQJE+HwoXasM+mSJPaLjOiCxIlxxWnr7PXLnoSd8Agfpw0UuyPElnhcHHKYS0FZiTv0wJSQReonb72pQSMMQaIEWw2bA4SZ1GUQO/fyBO7sMwgYmZGQvmpNGiQ+GO564YJUtduakLQBrQCelHgZQriAH1TosdGR7iyC+jX/XoEGNaId69d7ViYcgJDA165e5XPycRgg4GD0xkfve5UXGAucKSBOjIe9hBEgnIh4WxJIgLAYM33SN/lQqbpDVh9aAImfavasK0bsKZUG4aDYAaEM1MBEDY0d3sdkN9Ovw7MtxgdHj+iOSQ4Zy1cF+z9ODGFG7pcy3rBPesDafW67sweRfehB9QOPNX36sQPauW2Hli5ZZPAxU4+blDPce1+3jDFas2STvvrSr2l2UuC9TMYug2BlXbjo52RG8lw9+dQz9kjmLJXdqlDeG0VqLe/Wv/23f6oVq4y4jRmjODqgVw/9hcKHWjTYusLO0TSVlteopvGcli2dbTCWKvKqsq8+vwmNf5kfWcOon0sIT2gd/AXkG9CwhyQQj7Q1H5i0VTeyY/TGa5NV1T1ZzZFZit6yQIse2a+S8A5dntaqtjl1SlnQpG9/ZbNWrJmqyZPblL64S3tMkJo9r1b5lb9QvbLVom61D4yp2Zi78LBo1USmKiu1Wzear2jqyByT5hpU09SqZFtLbKrPPPGkxzVC1BNnJygszpib2loNDo0404QdcItr4KL14zd/7kwa8c/MBCToX7a2pKwEZ0YbvF27cUPX825p9qwk10oF6xJci9aJYgwUegbvUIyfrD04CMJ8pM6fr52bN6umptaTX3C+YTzIyATT586O1nXmjRxdMhyL9mmO4V1MNyTpRwtEGBSarNCaf57a50Il+4+14DgSqxXhEhPSD7lTT54759U4CMwHyaYbkqW8DcnHqepBAmkKpeI5e9M2HWRAjKLH8nHqmCdY0g4dRIGado7YDSEHrtFj7gVGNX84Ter64Q598P1G3bq2QGWl0dqweUCLF8X5oWMc7xkyqTUuOh31FdKXN/oKU3FJs37yg1rdv9utvJvdyrw+qIq8Rs3P+m8au5ur7rv31HntutqPHFPdO++o2wCx3+a07rGpCousUXtXnaHaNj379C4nFkjTqEFA8gSy8yI5/XTjypAWPGuRAS/rBneI1IzX7MTtxY5AsgZUJsRcImWSDjDakHCticI1JlnDoMBhsg84VyGVcrAgRiBGDo9LoraKd67k6cK1Qwqz/vc/9QUlJQXJ1mFwIJZkSUJSvJKV6RIVcaMQBBq2EQoA46XHGEOASBAzdle4XQoeQyjwXOZzVyGGkefWED7Ed7xB9AjHIEsJhJkHVlRVGRzkeQUNwm8i7H7UjMS+Ag/YRyknhooahoLEBj4OQyZ3jUBcuZHtqt5qQ0LYZWFWSDSNyn/QCAEqJzxWQ1oNb/YAQmOwi0I80Yj02TyWLFrsAenZubnKunXT4yLxhPZbbFys2aghOuIWu42oU8AcVVioAW/Y5KkrWGb7AZyylw631ie7wdipPgFiC+A5aLyP8xe/2WukK5fCrV+Yxgc11V4UnXVDIzARIfAXcI06Dg1DqK6hI8+Kcr17+KCHfQFTXB26FaYUzQ55nKldumTxIn/O0TOn1N7d6QxBT1uP7n9UqgdZddrx5CPaTvX9yTHq7RvQR8ePunniqSeeUOqiZdqyY5cWGB6gAyqoFlwuV9HBak2ZOUOPfmmfElNm+LhR2WfevKRqI6jDfaiRx5Rm3N0j6aPavn+VEgw+Js7vH2uYh9BWufQ+oRm48NOYx2H98Kc/16EPI3XonbnKyR405iFbHbE/UdSGTj357W9p29NfUW3UsEp6StUX3qy26gp966Wv6clnNpmknKp9B+Zq+/a5mhRVobPF31fdjCb1JMRqbNI0NQ2Mqi4sVkVx31RTxHL1dBeqqdbwW1ePUhcu14Z1a/Xorj1uzgp0VsF80IYRS4tanepGIYaLc0TIGPmlwaeBlsAn443478vZmR4uQtrOhoZ69/2YGE5Eg/Ekf3WmEVXU2UjgEEkkd4c/6wvJcroxXekG/yQwwcxCAQkcI+fMDPxIKLCAYpfsXPwdMpcxtqCK0n9/fz6r9rklmOw/Q2JcIGoaXFS8ATJEAoec9cYFegyhcfcLUxfoxPmzrh4oqay0zQj33JKkKcO7kQnyajVicPncEXV1tNsBm+OEBUTpn7Np1hecEio2CC1IDUJVcKdOLfkdiozu0he+MsW4fNSwk4x7HvFK7XhfEj/1sHqFNcaOLaqqqsEQebnaWy4qLKZJER31ir7xV6rLylLt1avqMeAbKCxSnhH+izG9mvloil7+2n7duWXAW7fVuK5ZevkrhsTsmaiJX/35z90uRL5JAqNBcrfy842DbvRA9oecPjf4j48PFPNERY0Eh0rZSyzZ/xj0QWbHjSG5apzfLJNmIDzchR0Swkbx4ilT4wMVC5OzjeH3jJnTdedOpuKmTdcjjz/jnC1bFkI1pLgjVSFEkNJfePEi+aH2Jik6GgMWy59pjZ9kGMKV/U5hgRMnHAUIr2EeIDPsa4HEHDSIH274Z+xgcujZNxoJt8mpSmX9xo42PWYIGSnWe7Hxo05ErX09O8u9qD2zib3P+NEyoHrF4Yuxk5M1PDzM1wKpnHWHoMF0gaBoqJm7u3s8prXAiAlqVLwCyekJ4wKBo+D5XXsmyRZADiG7IC9c7YFh1OmTbb7YyCc2PIFRn35w5JBu3c23tRkvdOx7LCM0fcrLv+0ZfCBwEHWYK7exGqKiD/Zv+vRACmUdgHtgYGq8MU7GTEydGnjWhhqIjhR0ENIQsbQL+OESC/HHqN4hgAGRDlNvf68zPBTLxrsSpovEFCQHQPODlEZcb3N5q+69V6X26kFteCZDKzcu9zCjvsF+HT553BiNfn3phRe0xuAmdUFwBuiB+cL3MutNT6zVyq3LFBnD2MJsPN1qKGlQ7sXrUmS9psf1alNXph4NK9Gs1DmKMdiZZGvwy1pIeg7tycQGweTz/o4e/egHpcq/k6Ehg9WBoRJ1D/+t4pee0eody/XFR39DlSbV5ty+7xmsOoxYDTWOaO60eVq7eYviJsOQMs8+Xbt8XudziYkN14rlO/XoF39NU+w83hpuVX77Umngq5rUF6+nXtilLesWac/uHW5eQaPA6JB2Q2pjYBIYwryBlokzjrmCmFNy6KIeb+3q8DPi5268UYav1hOTpGmNMYBzTNoDd05kGJwRGx12hjEkVUIPWKNQ/6PW16tvv6EOg4m9O3e6BgSNHSkBSVUaVJ6a5FWRYLBijTkKEUtvrDlfn1z2z037zAhmgJL4A+PvkB9sDhscPGMJFu3jF+8ADGkmoaA+RUXHocf7C3VVfHyMq5eoHB8fi3PLLFd5eRom2zTvygD9ZtY1/fi//VcV3S3TitQNik40TjLSDprPH14tyGgBwaQiOWNClhq4na3kzLe0Yn209n11o8LJKuLXRilt/lyXvEJ5Sa0j+4RPxxQXF6NFi+O0dkO8Fi/rV0pKi3GcH6l4rEI1Y0Pq7xxV76j1ET5d1w3nZs3uUW9it1Yv2q4j79pnvYaYYzv11VdSHHExB4ASzm+yHQhULiDc2yaVwO1TcZ51Yk2LS0vt96ARqMD2x70k1MYeBxOA/YAgeFRn3NfSPKJfvNajwsIYrV0+VwsWEroQrD+Jl6mlSSo6DhuGedaVvuMSbF8WLlHrwLBx77M8i4mXGDOuFnUM4Tod7e2OjOEgC41ggAxRt25Yu86XikBq0sAReuDp++y5eCuOGrJHGsLO4Xth7zMP+vXf4+/xwrt5uq0LnHWoyDEMxkD/gIaGBlVZZhKHbTXVSpCkeQYSJQQERyZyubJ29rYzJBevZ3mQ9r6t20xCWqb9e/c6koDQwURQMg6Hi1AqOJDEpexszzVLrBmEM872Bwm+pLLCxwoTAiFp6+4Sia+p2kHpNhzT8LYm2wml41JMCt+2cYPBbyCB0pgjMEWjEAD34KnoqQ4dSuVakdMXLnjVEa6tqKr2jD/k/gyp5Fnw4Kc9D6bH/sNjFCmfGNegn+BKv87+5x1X//L3+P/2h/cLQqTYAfmN8UbmeWUmVZOy8WpmpjuXcW+mSTB44a7LWOtl/Jyxsg4wfSSvTNSeF3eoe7BH90pKDLaj3ZRAkfBZyUiE9GTNrg/GNElTEuPUG9etoSmDmjNvtjN8gyb5/ewXv9CN7DxjNms1b8VizV8wRZP6izTN9iC+skqDjfUaKK1UT1GpCupm6EFjrJpahpV3s1+5ucbg1owpeTbxzoEjXXF5mZe6w+wSZYPoLypWyy/eUsuVXhUOJ2o46pid8RrV1ryhqUmTtHH1Nj2++Qvq6upVQ2OLJg2Eq7G0VoMtPWpuaNILX/yqMdYBk95hEuHB999Xwc07im1J0pY5T+r5L7+gJeszlNecbWtXoLDeTYqYtMdgLk6/9zublTAjwWPQIVL+ZWthP3wveI+81jD9aACOnDmpqtpaLTB8CRa8eO2Kugz28I6ONLgJ3U/oD8lQUPfD9ENg+QwtAdnXcG67k3NNl88cMUFjllasWO3SrX1q+2E7Yv3T8A8grhlVLpmjeBstEBodwvPcWc3e5H3uCGmaHsLV+Ad89nlsn52E6YAfIPHLhogp2QV37w4l1j49IF9HFtS+QHSoS/wQ+XvBAs8zIjl39jxVGkIimolwCLzxJjop5ORk6eypEyovKdeISXB1cbVatWK5KqqrgqoHhkxBLDhqOLTYONsNGXS+93Ml3j6hpU9mKGG7EUyM4fY8YDU6Bq9QDkCw+Q5kfOYgHKZpCTGaO2+6li9L1/Ej7+p271G1xY6oeXhM3UPxao5ZqOKIL6lkSpq64suMuDQromS6wgurNGe4WVu/kqJt24MYQAjkbJNoGpubdM0kIBA8zhk4p6COJfcn9qhz1646gcMxaK1J4kg+t+/fdy9LHFVINgDCwkOtwKS/DevW6dzJJp34cLbam03SmjVJW7YFRIc1HrD7W9qotTd9XKLCWcSXxznEOYYAS6trDNlUOWd6yNaYChoe+2rImlyoqanzDTE16axJjv09vdpsfRL6A5sC8Xz9nbdUbRwwawniJasRqfawI1JJH3UkXDGHDFU7/YfghN+sBZ6PEMsALsZcVYrks2rZUiO4ETpz5ZJKDOGVVVW6wxCSK45kjJn7gxYggQcPqu3gU5fwC65eRUrjGpCRXxXqmx+2EJTgOnH2tCOmXVu2uQaEfKIgcjy7UWGhHcm6keMq0KqqKt27d88lYMKlqC5BOAO1PpG8H9m1x2H90w3iw1lJT1vo0iWhJK1t7U7Agbg2k2guX8/0sBxgEgYJ6Zy9w80fb0iYEVaosLzUmKAuj3ujq2BOOL5RSq/CCd80O/PMIZjox41/2X+ShSPbLZyXpuGmUQ21DipsclAk+n5hoZ8HklqsMiQNoiZkbKoR1w6ba0R0uOasmKWoOTEaCOv3wtpk94IpI/HCrFnJ3pOfcoN/hzd78QPV64XMy7qYedX9DFBv+3uXLysiLlLbN27VTJImzI7SYGmeVrSMmJTXoob8e2q7cUMtWTf1Zu5Wnb4Zr6yrw7pwtkm5WbG6nUsWoVFlZY3q7vlidR3/iTqvnFWTnbeRM2fV9+ExNePU1XpTXYsj1Tl6zpjPJnXUlWpK9zStDntcq1dlaN6S2Vq8aKFWLluhgY4uI+ajmjV/oR59/EmT6BqcmUfbcPDIEY10TVLMgySpM1aFvfd9fcoa7qjMxj3aPktDJnFvWC898sQ8I2AQRqDMFgE459f4mnz8T7A3JOkgDG/P9h1GdCM8wQu2dZy3gC3fb7sQoYMzF/h68IjgM+AAYaawrFgfvvX3On3wI0UPJZsUm6bI+EkPtT40v8/uSTNGhzqzhMThJIcmCSaa8cB44JvwsB7r+D0T2yf/+3y1z45gWn8sID+zbuYYV1kUeMHa8/ns0wP6dMP21NPfG7g4I2XYewT+FpoU8fo7hbp7t84QQYVn1CfNFAZnbD538/J0M/eGwmONUFV2qnd6nw7s260fvvq6sm7luiMH3pSzkueos7RenYYAG197XT0XLiqsu8M4zDCFzzDpzpDVmAEZwwy2HU4dAo7aJpDkABYQVDCVMNUVN+rP/vMfqze2S1GTYjUzfrm6I2PVGj9dD4a32vMOaKi/TkNNFRq9N6RH++9o00i2dv67X1NCMnbDwNuXtSHfJZlYUJMRkgEBBCGiYiah/fsffaQwWyNqQFJtAg9FVIxUZ2lubPJanqic8RZFVYOqpKCgSVevGJE0ZLpxV502bQjUmjTUoBCVILMNzIG9GUwsaDZnrwpjz4QojAyNuN0Q6RCGhfs9DszWjPyou7dtd0M/jMckQwDDJkkWlZerxIg5xW/hSIMkzZN0/PRp3TTCPmSSNUVzKXkWdB+sxcPmbwbv04ARVIaNJt2ipsKGGW3rs2blKieiy21dXKIE+fAsvytoECWvgGISEciLdccNHhUXhJPWYEwLtmvCQiCiOOJgHsDbD1Uq68Gc8QYsMYkPCW7l8mUmiU331I3L0tPdfo6zD4UHptv7rAdEE9LAvoX6+nTjffobGRvRD372qirr6lwKZhKUH+sxBmdTRoYXF2g0KZsiBEi3ENWjZ06rtLJcaWkL9Lc/edVrtFKc/KH6zZ6BGpesLFdNKiQriyeH+EcaMYw4I82bPUu2Csr5cZG9CpVqsLN8/QJjWgfUZswOlURI74i6tcEY0I+OH9NdQ8KoyufMTlLOvVzrK8ttYqxJoPIO1H2hxhlGmkVND/IAwYN8Q0m+gUvmgE0NqWjdhrVGnNfr7IcmgVZEKbm3UJlD/Sod6LNXh3J7OpU/aZ4G7WFN9TWqrq422BxSmzGcxQX1Krzbra67t5Re9KamVtzRYEGZnUuT+Goe6GRfmy6mduqFX/2CkqYkKn1Jqh5UmGTVO0MJRYs1OXmylu2iotEUI1LJWmr7u33HXqUvW+klCfGRmGYMW6J9VmVS5/DwJM2PT1PU1Gi1R8EcTnXv1upb920N6vS7f/i4vvbKGmO+Y220gwaP/zhc0GCsQ1oYso4tW7LEzQisJCklgYGJZwcmg5SK/B9SrT5sts7tXR36yet/r+xrl1VrOGfoXqS6myepY0qrMVpB1q7QtTiAkeiAc4/T3F3D6+czr7lAcjM3V9m38jw7VBBG9qm+/hdon6mESQNNJdiBQx0GMib2kaF8ekATG/cUlZbqrEkL2KDIVBNuG01Wm5/9JEeXjm5QR/NCJUyZpa1b5yshIcoN4aeM28q+ka3O3h7NNw5w8vw4TZ0Rr8f27tXt2/06dzxBNeXpKro3TVcvztH1Dys1fPI19eadVp0d+gaTCIcMQQ5m3dCJS8kqGV1uktaoEQQ4MWISg9RXGM0PnTimaybhwW1NIRzC5KjKijq98+EbiuiL1le+8Kv63/+3/0ObtmxRh0mR5WVDihjcpfCwFCUndGlFV6O2TWrSzLA+pf3udxXtCMskH3s+RBEmYKkdBLyEiWvEdoXab2h40CXHNJPM9u3cZUh3mYfWVJjkx6Ehfy5xq1QXQYrBIxJPNmLyesqLlXL4r5U8d0Tf/jebPraFWmM/QOIgJBA1eSWRcpF44U6RIkAOEG2kkTlzZrtEFR2DV5ztmO0PXxwuiDVFsCOiIkzSGXHmAo9DnGxwQ9+UsVaLjCHhuRAo7s2/e1e5d26rqaPF1agc1NC4HjZgipddjyqVxAk3btzU+RuZ6jPpb40hrX5bn8nxcVqzfLnbEx/ezxiDvx42tB0kWeehOE28dfADz2uMJEPyfHK7Yo9D2kM6hBlA0kftBDJwlZkRXirugNhxDmLf8OAF3tmDRQvS3RkGGA45apWWletBQ72nryMrUqix9xANGvtg/3o/jS0tXgIscEQa9JJxEBbmCANDaEh/b7/S55MTdopOnjvr5wH46DZkGGd7guQXWgt+8lxUc+5UZmN9iBT/QTOYiAh3QojDUuahHF09lqXZ22eqS70esrRxwzovtD6J9Dc2zuaWVp00JqjNxsg+4mVcU1vnhdtJqo+zSTxVZUIEfLxxvvGQfuOjD9Tb2+fwRkUN1hGtECYLMt14Srmjt3QjZ77qK1fpZk6KGvta1BpxTZGb1mrq6vW6n9iq/OQOtU4t0K5NU/Wbv7FDJ898T5Njm/XYM8n60lcSNH9RvWo6jqi8J08dfd0mEQ+o0fYk3mhVd1Sybq8eUtysCP3hr/yxoqfE6H7FA02PnaPpkxK04umFWrAqcJ7iRfaulJQ5qqiq1DmToDvbu7Rt0ybXuixbstjw1BbtfXqHtj+9Qbv27DSi3aXMqzlqr6lVQt+I1ndv1e6vrdWI4ZjWpm439dA+Af+hZnDhsrh9hFYGeAV2OEf85gOYRP6iWhIhZueuXfNamMDHxCfC/JPnOTsnT8XY8vt7NNBsOCg6VikZ2LUXOmwwDhjU7/3oh+6QBjzhOEiY26kz59SLs5IxqcRXo5oNhWH9r9Y+O4LpzTbQOibhOMkAUufMd1fy+tZmJSUECJH26cGx0S3trcq2jabczPy5VA/xo6v8W526cLpdo/3RamxIUVVel6bVZ6mh5o4um5SyfsNGL97aZf0MtveoonS+qmu36MzRGWppTNVg91w1148YAStSee0140TPqX2oWpUDw6oywtM2MqiSzm692fBN5d2J1rkTIzp+YkjXroQpdkqYUhcE9i8ONvGI5J8lPycEJd+4/IKKEpNYUrRx7Rbt33NAAyOTlFt4W0WF7YrqTdKugQt6see61o42K0rDzimP5uQ4YzCcbMiPgqpho65ui7dDExFhgG9I9GZ+vo6ePuEFlVcsWe6xTMlJIOFw5Rugv/vhQU8c8MiuHUqelaQpcYGUOGLPImVf2KRRtZ4+qlmXXjNuOEKLvvElQ/REmw25hycqc4rHUsiYAwhSpgA2sj0u4B6vZfviL/sB4xN46AXvh/aaFmkHyVGhHdobebd0/PIF9Rpx6zFJa/vGTV5/End+mKLTVy+7cwd9dPb1uzp1m30+M3mmbThSPc+1Z9k17i1of7P+h0+d8qQPi40YNdTUmPQe5tqGH/7sZ8bR1ztzNsMkWL/BmpPL4E9vwBxIh9/YC19//z23LYYZ8PEc4G5okFCiyVqYluoSPrf7fTauEIICMUF0qQcKIa2wsZSP1xNEgsKJBhsPaq/m9jYjrFLWzZte5mmVSZg4KAWIbUw5t27prDFhI6PDJpV2+h6S8mzB/NluL8KujMSHlLvGK7hQxT/S1WGhhN7EDlKgmrJq5P9EJc1nqNY8XMJnD8GcZMh2ijtP8Vwm7vMaZU4wiAHhZr68uB5GaubC6Vrx2CJV9zzQW4feNUIWrQUmWSLx4rDHtXhF0j97jfTKmG4bPJHoIsMkXRg7TrOhYP/JxgCJxDHjKBMfG6P6xnpdzsrWLIOD+XNSDJ4mqd8kx//2o5/aeW5V5sln1dayRuUl3Wpq+0htSX+vkVVjeuSFX9FXf+OfanDqZBV03FO/GtR0v1J/8Lu/q9271+iLX9ukp55aoXnzwnXj7tvKrH9bTSn96o0O18LV2zQYFqns7qW6kfAf1DnSqfkzYvX0E0/rz7/3fS1bukb/9Pd/Q3u/vkPpJl1HGKMSWh9eTIUUcjiBPfvEE54GlHXDi7TcGNrFSxc5ozltaoIxH6POaNU31GmkfqqGC6O151u7VN9TpfeOn3BpONLOMzBsT/dnB8SQxqrZuYPhsH55HwYIGOI6GNFgz2wf7a27tvY3jSCuMMIN0fTncKl9bpe7+WXO7BRjVjs1O3WxXvjyF/X8d541CT7D6EGc6o1xxpucsDQiBdhnUgty/lH9rl2x0uFxXUaGx1dT0QbmEOaV5/uP8b5ofu4e/vf5ap+pShZiQHtgHEl5RZlWrVil9w4f1I3bt7V5zdpPeZxOHOCY28XWZ6zz2L0wFn9wSFFR4Zo7N94OyH1Nmd6sjo4qo1JnteT6Xyv++gUllFUovblR8+oatTjrtpYakJwY/EPdzg03Ylmlvv4KQwSlSpqdp5iUd9Qx7V31LWzUYFqSSvvCVWF9NK2U7iwbVtPgbXX1NqmjYVgd7TNUXx+vkkIORrjmpEZpw7pl2rBqjSHSycZNtqoCw/uCFI1NitfuHTuN896lP/uzEb3xWoIq76y1tdipSZELlD6Qo+m911Q92q/q/l5Vhw1roL5WBTd69Z/OvqgHTWFGLKWOHsIr+BubVaeOnf5/U/cXYHZm15ko/BYzM1dJxaWSVGJmqZnc3Xa32bGTcRzHSZxkxk8G7jOTSXJnwrGTOHYbm1HQwhZTSVVScamYmZnxf991dNrVGs+989znf9LKVp8uOuf79rf32mu9i88SzfVQW96PK9ev4XrhbTMLqlXWkgQ9QUh6mgoTeGJwYIjM2ofM2hGs4kLEP15wB93/+E9wo3bsHRWEiCcegQu1BrclHujubhw/9xEq7tXIKGwdKqTRqI2YNAuZSqUZao+UoiBN9yIRq8ywMuWJ+OXDU2k0S424j2JvFN2hwCxBNYHMwd178PgRMhGiUBV7VvK+TJW3Cwqs2Hjf8CC1kC48x/dsXL/RgoMU2WnSlGQkTXV8chyzBDbSDOW3GaUGs5MavDSV4opKdJDOVF2o8O5dQ83KtXMOO6ArSMwE3n2aU46a/KvDXCcJ/X5qr8pBU2nFJApLC4vn7x3kzP/xfk4GpSsoWElzqCONn7t22VoYhQWFEARE8r1iD8APf/Ez3CorpZZzwYKHgshULO+UQkhmTQVYFEtgXr+KkuIK1FJTkWam5unVVfXonhxAQhgFB+8rAae2ZGJ0Grq3BKe+KhhMba3EGLUXAlR6n3IlxbjVscX2h9fRS59R5RsxWV2Dv7RrOv++cp301TfMB2HJwTwDMZifmcNmalHqDnOvrg7Z1DqkjTiqb/mZr1oCUOvT39trfnZ1q1BEsYTFIpHQ8tI8Gf8iz4e75dj6+HryFWD1mF3mFkyTCQ+hgKVsUER6fW0z8q8mY358M7Wabl6zFNP+f4XwvDZ4+YRgps/HitrnZG2wspBtDe2Y7JjEZz/7BazOSLWgQT8/gu3+bvz8vR9gyK2Te+iKRx75Cr7+x3+KNp9xnKfWNzSaA7f5z1KjjMNTzyagr2sYQSEeOLT/oAXBCTw418U5RGMy3SvlKIDnQs+twLD3PzxukcQRwQQ0FLKKpVCXmP6RAfj6B8ANgQS7rnjiW4cIis+ghWChvKKccHrBWhzafe7zUo2ZxXmjQQPb1Ijzy0vMEqT8ZwnoB+clH7Q7AWp6eqoF3ImG9B6jTH3Paym3dyvP0u7du5Cdl4XgaKWMOcpLXr+Vz/neVDFu7Ny2HatWrzKXg64hoSnzsiwvijuRK0GfUbTusXNnrLhMTFik0YQdBL4EgLVWD+P41DVM3VZRr3u37yTqlomMzI8Lv5UHzZARF9fe+cAEncQnH+bR0yctyKShtQsZqfF4/pl1eOYz6XjsiUhMu5Xixt1zmCQjiKQACuzowVBVLfp7+tG+MI2yiVEMetzEt76bhLSMGbz0xQRs3LyIW3dfh1vkKAVzCH7ny/8VL3/2a3DzccP6bQdQNVQEn9BRCqtq7Nq8Fi3VY5ibHcHQwATu3lzG2MkzSO69hYDEMHgQpf/1P/8Ql69cRqoLmcl0Et67sRlH3/RFfeUipkYXMD0+ibmxKhLPR6BOhbqoTnhNzOEiCT98wRX5VISKx6JRN5GImmI3nDo6jXMnfVBZMY/ouCWEhauS0DCRaxh2bN5kqQyVdbXWmDmCCDzAhwKQX68XVuDsxToSeBsRvx8qysNw5h+LMP3ffg/Tr7+Cif5eTHGZFymgp45fxOCcF2YS1yAy0guRXIe1mVzTQ/sRHh5pDHfPzl149a23UHKvApvXrTdTrELP1aFEdXcDKUjU+USH+drNm7ief9O0U/nyxBz/6ZUf8YzN479+708sN1AMWUEBb508hqbWZmSkrMaRAwcwNjZmJmUFKzz92OPmo3v31IcWuacApJmpMTQ2NeL9c0TeA70mvDeQkahdU1Cgv2nbqqK0j4ddfTaLKJjUWikuLs4S9cW4jDHcpy2NlfSm59oqbSgxmUK3w/Iqw8kA5GO0QC++V/7XRgoxoWdF60oT1TUEIKycNhmXUn+u3bhu2qDSf6zHq72PDIRM+EZ+PiLj4tHLNRglSJBpX1GN0uakBWakpltB9YTYKNJaLzYSMKpx9H//u79CW3MXtmzIM5SvoXuvfAbnd7dLivBR/nUMdvdgjRW9J4Ml0q+oqcJPX3vNck7ViUOAVK2bSivv4cNL51FZVUWAkGoC1wpc8Nrq+CLmyh/uX11yi5qmq7uBljU52RY5XlRS6mgbt3efCWd9Vs8kzUSVjRRFrXrCWzdxvwICjWGq7IcHpaYLX/ML7qSLWd7HFVPTowSEV1Dd2Ijdu9Ryjs9gkb7AXHs3Jv/pPf4tDZ1zvIbbu1i/rhM93Wetc4gvIuG64M/96+T9NuD5A8/j5rHLmGicR/O7Y3j0Nw6DCiRvs4TB/mGcfv99TPSO48ie5/Ebn/8uNfcEeAb64nbbMfS2TMF9bif6x3N5lpbx7W9t4H6sJb9yCEpbnxVgQmOBNKDfyVWg0okKOpMr6YyCvKj9K87g9Pnz1gqwn0IxNCgCM0sLCE4Iwf/1D9+DT4Q/YiOi0NHaavnnqg2twvw6X1YkgreShU4VqGrqa61M4zxBxo9ef5WfabOynA/ul/yXN8jXL1y/bJHOCqqTuVR8Vy/5IdU4Xn05lZkw0D+EU5cuYIigTr5Z7afiH7z53JTq1jNY5Rm174rk1XDycA3VrR6lgD7LZ+4eHiC1uFj7P6fvVJYqe5QVc3yYxqfqwxTx2ObZf44Nio2LsSLZmpB+fpDobPBn/UaHbp5CZaBvEFduXbHmyqODI9Qi8kh8k0TzR/H3Z/4Ug/6zmJtyQ+SsL3xcPXB5dhJN44/Cf/r34M2JpLw4jv/0n7+FvXvTkJEZhcnxERSQufeNdCMhIgNP7P4sNm/cgb37H0VwVBTOXngPk27j8Kj3wB9+99uISG+HX2gdHn8iDDP9+fCqfR3+Be+i66e/RN/3f4i4O4XYUF6NZSLJmiv3cKp3F6YmKjG7dJvM4B4mF1/HOP4RHnHn4J3Rg4UIb/QHRGJk3g2twW6Y3LaM7ug2uPpfRGjIPCaGljA9vYCudm/cuLaIG7fuwcezH08c3E5BFkYU72O1MgupnfX1DSE8LAZXrgziZz90Q0PJQXQ25SL/Mg/+1RHU1PXBZewUahe6UM/DUUMQMTTvgWZqVT+88zR+eiwGxXfdMTqk2rpxSEzyoubIxefetPMQNnd3wI3odSeZnbQHARhFtqq/o4JqdEB1GNReSX1FM9NSbX4q3hyXEI+cNEVNxpv2eOKjs2Qg7twjvnhNCXxpVvq7usSoebcajv/zT16xQJ4Q/s11YRa/9fmncfnSWTI7MpD0HAqyNIc5mDQlQlOFHwUYKdhGVaFUk7WKGmcdNU7RUbJMY0aEv6Izo02OaQp2DYXqx/K59uzYbj5vCS/RpyixkRrLB2dO4ebtfKRTGIrp6/fSkv/55z9BfXuLCbwsChxFvip6VuZZM4BSCEiDDScAkbZcX1ePv/pvf4oXnnrGfHMSDLKi5GZl834LxgDDI0KxITUPhX9Qg+HCWez+5lqkRCejoqnGKhIlJyRZWs7K4TCgwpoSDPb0kZ43WvCH8j1fe+dtVNbWI5nCWr1mZT5TwJqansvsPkWwuTYjEy3tbTh57SrcyfhlTrShs7jiXioooFxRWVq0+uKVEoRqYyYL0P1ltVFVU4N3jx4185wCzwQ0tKZvHX0fZy5fQgrXW/zmH/++Df/lDwNx+gwILLxQWUZts64NG9AFH57VydIy9Pzox+j8T/8XFloqMTB5CZ/98x34+3/+MoHiPE689S5826KROr4NX/7ay/ju937PTINizhfPfwTPRmo4k4F4p+l1PHH4SQoBN6uGdZLz8F705u9ewu5teyxA6e1jb6Go4SrG+6jFzSbCczkK3S3zePnLckH4WCqHaMdhVtTyrKApfqvHP0Vgd4Kv3q52awLRwD0uLi23bh8KLFM08Te+/FXkrtmOrk4/bMhLR0Z6ork5pAFuJhDcmLvOCubrJvKdS7BJWCqWobD4Ltx5ozUZ2WYZOHv1Grx4LhVop7FyTvpe51XFPOTX7urssEpb8gmLv85Sefnnn/2EAnIMW9bmYWxgDBWV1SJbA1DSJFWs/xxBTEllBaq5p2oC7zK7aHLCeY40VIj+7OWLVuhC0fTD/f348mc/Z4FrskCEqSsO5+M4Vw/n+NQEpm744Ms2nzvx8c/33/fgcJgKYDlMx86eJoJfxNdf/hJBpAcO7t5N4vBE2bkanD59goy/jAiaTNMvDcM+X0eH60b45kViYTYMXbODaIovgPfqBTz96PMEqg5EdafgGs6+9x7mR7wRF5FDJnfAwttbiOzefPNdVJW3YrJ5EB5T3ohJSEFZTRkysmLx9BObEZs9gVtDN1HX0U2GuUxMu2QormJ+DvlEi3ciZ3DoK2vx+3+UgW9+Mw/7DgUiefUyOlqqsOA1DK8wd2xM2ovvffvP8ZlnP4PHnvwM/PwCUTtYSMS9gKzwQOw9sB0dndU82L2Yl7muuQ2b77yKiM4qq8XaV16BBhJ1cEMdfG6W4ZX3snD2WgZmp6gxTrXDZXEAfoGV8Ag+g2HXn6AqvgbLCZ6YdAlB0ZILgsMWcYWaa9OMCxYJLvo6F41J3atYRGT0AjIy3eHKtVJx6vyC25gmYlb6hDMPVRGWlbV1OEmmF0ihphQB+dZEO8pbFePQOktzUx9OaXhKYTh58QICgvl8PNhBwUEY4/VluvP29DbtUhVjxHEDgwLgRg3iyN6DqC8h0z32Mx5GTxx57Bm88PzzJiwdZh0xKdIKP0OKwhLnpgCXO5UlpuWqPFxMXKwFw8iPpqPtPN/G9Pj62x/9kPtbizXpaYamlTupK4vZSpvWc6h+rdJEtuSu5zqk4XZZGSYmxm0tPiRj9PMLQG56pkVxqpSgNA0FAckcqptKA7hVWkQafAIvPfusAY95anLKn6uoqrRIaFXYGRkZx4mLZ5FfVI7AJX8UvlqBlpOdyP1cJlavScDr735AepjDFgpDPbYWQM+gM2Rnhv8JqCQlJmB8hmvrQ8DBtVdQ2OjQCF547CkkhSfAzZOrRZCjvpoTZJS/8cUvUiPLw8TUNMr5bBvXrUUkNXUNnVfnWtk9tDa6se7J3ynfV6BJ19PfnPPR35XypRKBYwS3VfV1ZhKODo+yQhLtBDMy78m0/KN/uoPm5lnMTI6jvXkK3W2uiGqvQOKVv8fQ0Q/QfPI0pkhv87NTeH1pCsVrPPDnf/YXPAsu1OivoejuXXjNeCNkMQZj/jNYCnJBSGAAgU0Qtm3bTUYdjwmXCbikzOOxnY/w+V2t/V1VYxOF1Wa88OLL8Of7Ffh141I+qqvuYam3BS5uC3B1D0XixAAi5usRl5doxUN6CdwDA+RfdrgLjBj5jcBELWmpoLoSgZ6e+IPf/nekO567+QWLlB2kANm1cTOef/pp8jYX/NWfjeH0UQKT+XBs2+GF2Zkxy6uVkFJk8wenTmN6bo60HIvzly7h5++8Yz7QJw4epja52Uymg8NDlgu7a8sWgrlV92nBoWxwK+xnWQPU2UZVd5R+Ynnb/L2Ev2h+XU4WYiLiMF00g/NfKMfGrLU4+NVt1kBagFLn9+aNm2jmGY4kkFodl4gvv/wy18dNlMCX9lvfOLRrEjc+/+zz+Nxzz9sevPLLV1FSW425mTl+xtX8+orL0Jm0T+uzD8n4lE2y/x+HNpovdfo/Qybb391D7eOgMW0/IveBjhH84Dd/jNul5zA2P0lBGoxlj80YXn4ZA36Z+P3/+QJc1w7haM8P0RNShdTQNXjssad5XQnMGTTVN1i1lcjEZBw68jg2EyHLF1lRVUENpQKTY9PAyAK5xQI+94UvY4kbLKE4Oz+Gdy78GOUjRXCfBTwn/BHkkYhu7nsTXxcSRtERMUPm0YuXnn4J0TFh1FoikUEmOzwwhJLbBYgJSaJg86H21o9nnnoamZlZZDju1KDPYbZ1DiGzIfi9b3wDL35hDQ4/GYmkVZMYbT+KiZ6bmOacx099BO/8K0hobEY0D+/SyCAGl2bR7+dChneWwrAbW3aASDsa0y6X0bFwGa7Bi9ix63mkbnoECwEhWMpNQLdPA+B/DxFxbciIT8Lo8BwFRBvWrFtA8ipf6+IiH+XW9RuRTW1rlRA7macq4qh8nzTG9rY2O8zWY9N5aDi0dy0dbfjJm6+aaVamTQmJfs53fnqW3/uinAeohtqWKjqpP2RDe6ulk3hR84yKDqdmmoXLf1mAd/7kffR51yAheTUeeeo5hFJTsxxZajiLLhRui4TCJG6Fj+j+KplYWlHOubpx/t52TZXrs1QZzk2J19KuxOQVaHX7zh0LRtq6aSPUpFlRmPIxSgDUtzZbsIzasSl6YtvGTVggKPrwzGncphbbPTSAgZ5eixbcYL0Rl1FQWoKbZOAqSCBfoe7T29trzHLHpi0m0BWR2UjtXX8LDQymppAJVbQSg5Nv1pVIfd3GNZghk++e6sLGp7MRmhBC7T0T6umpiN2Vw3m4lQ8nk7c0x/ziIsvZVd9Y7ZFqxLae70Px33Kdoz0QlhyITNLlzm3brJgBb23R19upEansmWmDUjNWDAEBmVfl89JfdN8HGYvArR5E8nN4bMR822rRNzQ4CG+CKkX1bidzl/lQ5ns312UrPFBTRZCzqo+0O839KUTb8Cn0LjehZ34ZozIHcq883IJQEBqEkbwxZEZvhpeHH37+9psICYtGlE8CwqIjsBxDTWx0xHJ71a81mfdbuzsDhz+7F7u3bzf/qYLg5IrZsnkbtu/YaQFmegz5WwcrRlBy7Ramp0fxwue2YduuTGRd+zJS6m9jMjEGvzzxAfq458o/9vNX0RQxfckIFddfoOBvR019JVKT0pC3fi21K1cMdHfiHul9P5/78L4D6qqPDz+YxcXr7pgaHEFPfzO2bJG59iRpp4gA7h7qKMxr62qsSL1cWsrnbOZ5m5yaMddAdHS0Vfp559j7Vhv6ADX8EAonuQiU06wo9yVqdjqXFgTEPRE4lY/RuW+iN62/v38gIrnnA61DuH3yDlzCgaB0X1y5m48bdwqNfg7u3Qs1ya+jhimhK4uJWn0JFDrAKAED90gAeV3uWosUl0AVM1eA33DPoBWiuXj7hkXLy/SvvHKjsAdo6NMc/yYFplWOIYIvKi01E5Sa63qRaanVlbqnCy3XlNRhbLnP/ASb1x2AJx7BYG8m3LyWsHc/EB7hgTMnPsR0yxRS09fh8Uef4lMrv82TgiwO6WQg6ZlrsIlMMI5aiDQC5Q8pBWZ16ir4BvhZuP0Xv/Q1S74P5+Eeo3A6c/EDahFLmPcMR/f8AZR6fw/B68jMnt2Eipl6LHrMYGJ0CGsSNmHV6nSRESYnJlFMBltTUYtnj7yE3DVbDPVtyNtgKDE+OgklN+6hqaAKI52zmLzogVVb4pG1JQkjUzUoGLyI4qk2Ct15+Cx5IcLNG6VzM7i7OIuzoRRgaS544tkUxCaM4PATq/H5L22Dj8c0rp0/jc6xNqQm5+BPfut/Uotag5ioWLzw3Eu4U3wNIzM9CJzx4yHOw/Zd8cheO4dNWyKsrdKxc2eN6UjYSfsW+Qi1llSqNGGz+Vj2UEPQ2kjjlBASErWDyH/TM9OGSBVtuio5xZjR6tWrsTop2ao5ybeolAZpdFcLbqGETEJoVofIy9XD7lV4sgydTT1YiCOz9QvGFAWl0H0QD74qvowMkCm2UKOYXIRvkELfYYEmqkmr2rsyjcpPqkAjmz85RD3npHZFygcWM9pAzUrvU6RpN2lNASyq/iLhcOHaZagNnFJ35pYXrKuK0hyCfPzN9CsG9Lmnn7Mw+4nZacsX7KNg7CMwkAnM0QTaxXyaEkymQfNnFRN45+hRq9mZSO1SfjpptEofUi9CmZcDAn2RsTUVG19Yi4gElblz5RwDzbe8ckij01rpARXhfPz0KfMzxYVFmibq6+ttCtAotderH1xHxdkqBKf6Y9XWBAs2Gp1wFJ+X2VTzUQH9Os5PjM/RbEA3cex9bWOD1Tn28/M3U7q01weH+rMqDUagSpYDrauqZMk3K0Gp4BDdzxLbXaWhuSEm1g+feTEbzzybhbikRRS3/gIVi1fQG+VO+onDqg27UDMxiHuzWzDl8huYnK1GNMFATFwKbhYWYsfW7fjM1z6DyLXRWJ+3FhnU1uv5DBW1VeYSUClAPYiPp1JTtGYCv/MIpvD0Ix0Yc+Q66usSH6mmpxlz/H7n7p048Mga/PzU60jtnYTr9VvUPPupzU4iyc0DfQM+aBwMQX//Eior5lB1zxVuLmpSnkhAsB2zs0twnxvHBIVvU30j4kKCkDq3gKZ/eRNXj3dgwDMIiavbkZRcjKJrP4bamvUMT/D8TRJMBOFzzz9P0OeLUgJltYVTIN4saVPVnrLS0y3gTqk3C9TcfLknsojMkXe+ShqWz1pt86RBqsydtMnBsWH+fd5iCcwqoBeFqgpd6HuPCBfMxc9iOnQMXdM9qCTYUfMJRXMHcK0UpLaDdJxIbbWkogKnLl+w/Gd1dtL6dVKxqWqoN5Cp/PSh0WEKUzfyt1gqJRsQwGeR2X+WzxLMdZd7w6Q2h+3BQzD+zQhMWzYunjS5msZGq2Ij5qPWVZmrU3Hm2iW0EZXLtFBRX4PMjanI27YBGTnp2LrjUfR0JZMo/TA5M4T1m4aRkhJGVDsGPzKhw489jjVr1tmh0Tp4ceNSUlKQlZVleUxOFOZJBqpQfSGpdes3YMPmrURSUYaMFAl26+Yt5F+8gTCvSGzNe4b3egajk2uQussdX//OM9S4OnCvsBxzvctwX/TE/oOHyQjd0ds3gMqGBriRAT1y5BE89fhT2Lp5k9V7dWzMEm5cv42eJiJK3zBqACFIyUtETEo43j/7Bs7c+QCz7guIDkzieuzECNZhNGkGnUHLqE2YwGTgOMLdg/HFz/wmmrpa0djUgoHBXhTdolY6NI1vffE/UCiQWYWFIzMlyUzAfp4+yL+aD+8RYDfR6Re+9CQ2bUpFdFSoodTBwSGEUftRgrITlUowFty9Y6XEgv0D4OvvRyQ7y0PQjlZqNhJCAgIaMscpb1AFyYV2VReVHJbXizOTjCIJ5fssq6pGMz8/NTFlTaZVlcnDw+HrCgjyh3+EP9YeXIf1WzYR6MSju7vbhFhReRmunb6N9h+OYqh2DCmHY+DmSaRLGlLUr9oSBfGQB1GDFQIWylXNzUvXr6GwtMhq1YrhSFBIuAtM+VK7VcmvVYnJVgdT+aAKeFBxhIs3b5AhdCM9JRVrsnOokY+YYN66eSO6qG3rWTJXpZqvLpfPIKAgc6WN+wzJKV7UPHxsdMx+p/QhlYcT2DBzJv9JW5ZvSevu7e3Jzzmv4zjEMhOPTU4SWM5ZLVfluCoaUwxydGQUGwkAnn3qaYc2ZQeLgmBxAT0zfXBZtYQNj2cjOCyYWk8trlPgSMuVlvn2Bx+glMBFZQ4VzKUgPRPIvIaKfdyl9n2d4EbahbraCGTa4LwEk6Sxq5H2W8ePooHakKoUqVCBglOUj6lcYL1XzNpx4rkishLw+aTMqgNQSVEhfvnOP8A1ZAGxESl49IVv4snf/DZu9ZTjRmMwEgdWI6MrA7fG+3HoiY0oqiqzvZwYn0Idz1hifDRcPd2s3ZrAV8Z968bHyjJltICgIri1NkqL0GycDHJsdhQdI30ERrFmlXrlnR9j8V4p1k27WMENd+17QwvaL93FsSuBePVqKi6fn8D501O4cnkR+deBqUk/VFW4or5yBKvKX4V7Vx+iBvsRxc9NvE8N9fpFTEVNY8sXUrDtkSA011xF0Y1LWKA0D42OQVhcNL7w7AsWhKMOI8qjzMnIwlOPPoLNeXnI5jOplKQnwb8sEyqL94Of/MjMuLnZ2VYzdmpq0soyyl2ico+KTFeeektLszVSdxQH4a5xEZa5/rKOiAcqn7W8rRox/JxyvXdTQMZxLVSzuauvlwLSUcJSJu2BgQGraSsgJ7knH+dHBJkhoSEGfq/dvsWtdeUa8zPujr7FilzPTE3HGvns+Td9TmvvXP9Pe/ybEJg6OjqYWj2ZU5SeIO1SDC06NsY2vYyIZopMQYjmvZPHMbs0g537d2Hb9l0I4obUFrahu2oAHn5FeOSpWCQlRZPxuGENtbinn/qMMR+dDJmZnOhK9vYKoiiF1SuQQ4EU0kAUnamOKWVVNVZQWL676elZNLa1Y3iQRLk6mxrEY2htysHYWCCCw3tx8EAsRgYncffKLXjNuyInZy127d1HQvG0Xp51TY2IjU/Eru07TUtQMEZLV4dpMkphSE5MoYAIRGJmJqaCFhCXEm2o/iNqDA3UbDDniYNPfgelw/8OhbM78PIfJ8JvbSIqmsqwQO1mvGYW/uPRCEkJNAbR09WNsru3EBMaj5df/g1jAGZi40vP6eMWgAvvnqZgX8SGbXuQReGmvyuiUz4O+dRUkcVRopAMl4undZNWGEFtWykLpy+cN7+P1qqEAlGdU3SAldepCElpz2KqYlA/eeM1E67rsnUfBzFKYyuuKLdrhFCjl28zntq/JfjzUIYmBiN2fRQmKMDjklIsSMb8Hvy80kaG7g2jI78PHsHLWP9cuiFb0ZFMRXNTM2apuFVUZFqOfKS6pp5deWSWDM+vw5zbuauXLRdTv1MAjkzMEvjKYVQ0qRiE7qccNAXXNHe0YffWbVhLwKWanGpCLI1bofmONA5Pm4fWQFV9JCjEHPS9eoZKy1L+biY17rioaIcGxGFngPOTYFYxe5lFdR4t31NrpoPC//VTSH7EOat4QTUZmar1DJORS3PdTKC3g+BCwqCzt8foXrVwtY/JqxKQuT4Vnv7ehv7F8GRaj6Xw0x7p7EVQSG7lmZFWrZQAmQFVZlDFCxQVOUFgowpHKubgSBVYtkIhMtMWFN01Lbers9NAhiKNBTxst+/zH+fe63kcL0fOoOhuhM/z0anjKMy/yTOfgJee/i08feQlhIVGoKirHM0t1+DT5guPxQi0BH0FqZnziIpeNGEiP7AC4gIIcmQSV8CR8oElHJxBWpqE7Ut/H945fszozBEJ7ZiT5iYh77as/OpcyvI0/OSVFuzqiYXHfDXukel3u3iizW0ed4NdUQNP9M+O8/xOYXZqBJMTfE11oLGxjQJzBO1F9Ui6/D3037iOqfJyc6nM9U+gYW41ptLXYvXBVBSUFRAs38Dk4AgSZ7KxddMexOfEYlPuOktdUaZADPmFVe3ieiouQM0NlI6ktW9qacPYBLXY8RG+Lxq5OdnIIQ9RZGr6qlXmy9dnBFpl8VF6llVkogaoTjECQ948NwpMq21qNn93KNcrKyPdyh2q45HW7e2j75t5ds/WHZZ/KkCooD/RsoLftJY6J25cSlkU5KNsbWsx3ieyVX9XnQGVM61pbLC561yupIeHYfybMslqkkL7MsNqMaXFiDnJpJaWstqQZFNnO/qpsanu6QiRcAKZWICvBxZuXoB/8VG4xLRjx+NbcZsIsqjyHgjDLHrTXU4VXn/lQshXdYsakxoWJ1OYaePfP3HcosBkWhgeonAkY1O3cZk7ZMZZTSI8ePAImYsviu548JC4wN3rNh5/Io3CxCHgN2/ahmdeeAkRUSo95xA0QnQqGq7KQGKgMm8palQNWTPT0xAaFoGNm7YgOime91owf1IZ53Htyk1gxgXJEavg7fIYmVEmJhdd8dwXA3F4/240VbWi7nYV5rqWEe+Tjs9/50VkZWYYU4skI9y2YzdylPNK4aBndz6//GoXr16hII3D4UefsFqxzr/pq1OrdL6EQwXSdTBUdF3BBqreoko10hgVCSgf2jy1hKraOtPiurp60K9kfR4OaYUqCKCSeGJeupPMReqPl0ItVlVyZGaSsPl48HMD3Juzly4SPCxz/RKIdGusfu72TZuxJicTwYnUQJ8k4k6mYCM4USR1cWU5UihgxTR0D5lHxWy0D0qal9Yrk6DGBJ9FzYRVqFqVlRTQstJ3JwY7MU2GQMalVkYVZHp3y6hxUPBbOTIyCQkjZ06xcw0ltC/n37AUHLWWk0C+SsHWTISvfoUaYmQ6bx8PfZavZgIztVeSf9ehiTvmY2ZungdFSjZxvfV5qxtKACNtSrmfijgWE6u/nxOqICFpvbqugqXEENUXUy3IBBDWUSMJIVM8fvYstdZxfOVzL1t1GlkTbhQU4NyVy5amI6EjBioLgSpHCQzxolYbWN1venr7LUBskOv/wpNPI2t1mgEOZ8cZJx39P42eni68+9ar6G/roZa8G1966bcQrTNEjlt8rwClXVepPXmhyyMVS165mF3wwHd/L48aLLUyMmTVA5bfXc2w5Qt2ozBWGUOZxrX32kuVz1xcWLIi/orsVprQyrlJcHe0RaO8JAanTyygrSEd9xY6MZ5QhA3PfwGxBLxVXn0oCu3CZHAX2Usrnn9uPXbvJRjJdkFAeD3p8wTmXYsw4XMNw54N6PFYxMzkIvr5IBNLERic3YOZTq5hog/isiMwOTaC/sZeJDdvQah3Ar78vafNWqKhaHKlSsnV4Bxy88heoQyCN46+h8bWdnztpc8ilfQrwKbUEdG3rGfKz9Rp0zlQPWFpdnIlqCHAu+R1Ag+KhlVayavvvW3BT+K1AsByISjSuo0gqJb01kBwJt+pgsq09/LZqitRMZUZndV0AkAVzZDWHhURbukrAnS3i0vgS6UgnHxU5+2X77wJFwrUzIxMXsUx/t9o419r/JsRmJqehJK+k81dmyhGo/JrChEPJJIPJNp/7a23zae2c8s2hJAg5ENboKY2f/JNBDdcQbXPLMLX5VqBdhWsllDdtW2bmeRkAlq5ELLlC60lxMab1qe/jJB4lai+QESmzd+xZSsJ1FGo+iYZXiqZrfye02TkS7cKMN1HYTV9HakeCVh/KBsb8rZi/aZNCOP1pD2qHJgnmWkKEaI0MAlLIS7TkCh05CfV/ZXJ7bLkapHBbUT9A/0DqKmvgw/nEhubgv17D6GkMAy9fTFY4oHPWNOILRszEeQZhIo7ZdhEIX3kySeRtTmdwtHbijCvXbcBmUTKusaDBOBOwRRPobJ9517krl1nwubB93zyZ/mbqP309ODt40fRxYOmSMrcbKJ7Mka1mlL0Y1VdrTFUBQfNTE+R6d6yajKH9+2z3+uaZibkpcVMExPibW3k/5MwXnlPfS8GINOgkLJAhBi1I5AlDpFx4Vi1KQGRq2QmolZKZqf+pddv3bQUkw1rieJJO0pV0f3EOJzX1//1rUzIKvcn4SFGsvI9ziHN6crtfNNO9b6YiCisovD8uDCE/f9XQ5+Xa0FVmYS45as5fuoUysk8RqnV7dq+w7EGUvhXfFrf6SVNTh1QrGsKn1emMjF7afICWWqZpLxmATChfGkM6hKjwCadIPkXVSi+uqbarDNzSwvmv1Ven6wWSk+QWVf+ZGfReQlhrbNqvMoqoLOo+Q+RzvNycinkyQjJAMW4pYXpGQUWpO1eo0bowbVXXqzArUzx0kyk2ep+Zt35Pxpk7N5+iI9Pwo4de5C9Zq1ZDSTEtJ7XLl3GUHcnpt1UISsU20dvYnXkEIKz1DVDUIeD6yomPU7aUyCMopc1DwlMBQG9SQEzMT2Dxw8e+oSw1EtzvXl9BD/50QKuXHRDa9M4Bmf+BgtJb2E2wQV7D30ZhyiYRn1dUNJ0G4tu43CbXsKzBJwvfHYPtm6LQVZuCGan21DW+B7cV7egV81oyK+27X4KS6uTcKnVDU3uj2CC69+v5vEvHcCWrdsw0DeJyfklhCYGYetzSrtzgCTNy/nV+b3MqI6nXUJbdReCvQKRuz6b+6b3/ArsaTg/M0TgqibTElyyAMmnqYA3WTEEVvU+7Xu0OseQVsR71PBZvmx1HlKt5D4BYCoqR/btN/515eZ13Cb46iJPUN1cnQlnuUhdTyBLZ1q1xNXrWFqp+LlqM8uMLNp0Duc8P+3xcAlMOZ6Hl3DlEhHXnCuFirw1+set5//UvkpdOGRWkd3dz98XHt6eVgT7GBlOK5GOfD8KFNm6bg+iFnzgcf08ht5+B9N3S+A6MwPKEqSsycCWA0eQnZOB5sYWjMxOkMlFG7PVvTSMX7k52t5I+5H5Q4xAwlgVS5ISVANylTEfhYtLC1XhdpVcU17TVF0lQq+8Cpfey6jq68ZMuxfSHk1Fd38PwklkImZ1gjhx5qwR5/j4hNVKVXCMfEdzPDBiLCqNJuQ/zUM8NDZqWtsb775jOVM6FPv37MaTjz2BBAql27fGyMCiMD9djkPPADlpqxEWEYYsMpYDjzyC3C25XC/lJ3Lwf2Jo9rq/9yIC50vayWoiyTj5KHloxJDUBUN1X8XgTMPUIvGzzjXjJ82k2EWmJQYrP4VMmKs5NwloFX6O5iFQSTQJKjFZoUz5keTfdNzbcR0nQZq50b7j0DfOm2nwPQqE0bW1R1qnMKLUqPBI+73er1QhXUtamL5atxcKVAlxlSxUEMS9+norEu3Hn50aj31W//g5XVv+ZLs3mYUYq4JWPHkP6/VXXW0tqhRMkkqtRMUUhidGHYUJ7GIOGnYIQcdvZHJXRRf5TfUZRcmKyRzev89aLGmuqr6jVmD11IZ8vHxMOOrTatarllfenK/MXF09vSiuquTfljE9OUUBnGp0IwFpg9eSCezc5Yu4W1lmGmxsRKQlwSuITXlx8knLnDw1O40Uro38Y1ZKj0xSYMO0RgpquQmkCUhLieQ1ZFJVEFJ4eJitz0T7FHoLR7DsSeHm5271iBWAozOTJhNzTKxNSWf2wvUrGOG6+fs6SgR+vOf3vz44BF5SuMbqjRkSHmUBPepyI8YaFxmPk28fxWB3MwVgL77ypYOIuvQXCOluQ0BWOtxJZ7b2vHbZvXI0NDRi745tZtXQ/VxcFm0vzl74CMuLLtiUt453pKZ2n96WCSqqy6fw6qtzKC91w+REC/f8HBYDf4CITUNYGPVBfHAO8gguZyYJhAfHUVtcA/cpb+zbfQQZmVliKKQJL9TUNeDG7VPwjQbXNBhf+/y/x+EXvoLxEDe8V3QbA8ubMeW3Fj1zy9h7OI3CLg3XS4vgHuOBL3znRYREKPr2V2v04HqJ5jUWKWCr/2cnvEtCEZrpD59oLxNYfIdRpONTLubvVucjaY3qfHTlzm2LBdhNpUPVrFTa0daedKG/K15DYEzlKkWLAv0yvyuILIca6qrkJLt+Z2en+TbDuP8683LHONaatyW4lpAdoAIil4UvAbosSAocksVDbfNWjgef8dMaD43AXCb2VWLr3/3Pdhw/6oPi0nkeJDLD8GUrASfC7aCwKC4t4+9ULSbK/CDvHT+NG7eKcO2CB+qrcjA6mI2uljjcK05By5VmuH/0fXRVEMFMUJtcWkQwBZJbxzSK+g5izicLbb2tKCuvQ2JMJPKL7nAii8ZwNSPH5jo2WMsjX8DZq5fMr7OZBOBPJO98nxKKVyetQjxR13JfL4ZPHMNy4XXMLo6iOzQWyRvWo3GqDoVkWDJHqQ5o/+Aw7haXmG9FDOsmtS0xueKyUgvSUINoaQuK2vvZ66+jjoxTyeWKTFMbpLx16/DUo49h1eoU25fBD99BeuMZ9HuV47e/9xyFUCA1Zx8TppZu4Xk/CMMODJ/LnsoxpKE4/QUaEtw1DQ0UkKOmzagDyqmL51Hb0gQl3auzxsfrw72RQNI1xNQFGPT7ch5ANUgOCAzAreI7ph2rZZOc/IrekzlJ2rLK3FlpPTEnrfX9eTi/6nf6U11jA4qq7lmEnczxduj5B71L79X95e+cmJ2x9zgAwf1rcOg90sZ0KM2ExQ/LTKwarUojEvOUVsEP8U8u6B8awLlrlyz1RchXQ+bmwtJiM1sKYLVRyxLQWZOZjQ25a+2ZCrh/Mq+qQpEOv+ale2smznqefYMDFiCjNBcFvkgLlJATo7hw/bolisufVFBUhOIK0jzXLIZz0DUWycgrCKo6OjqtepBKSUpTV6L/rh07zKxtAUVaP+ca8pPSBlVxSALTx9vLzGmKUhykFqj1LeF1ZOJWIJf2SJqAfq/V1/tuFtzG5YJ8xPJ8iN7UAcXDy9MEqMDR3Ow8it6owrW/uoOm+Ta4RSqNINxoQO/X0CpoPQYGBnHxMsEkNRXV9hWNORmqc6z8XkPmOrWmcyUwUrL+xWvXcOfuXfT19iEhPgp3bt6FK+kqmedh76MZuHTqTWQQ5M1X1GCq5h7m71Wju7obbaOrsOSSDW/3GJTc9ecZnEdX+zKi46VVr0ZOZpqZK4UgZAVaGOjDwImP0P/P/4jbZeRLKW7YvGuMtPQRxvurseS2BNepSHzts7+BRoL2ixcuob+xC11VrRTegYjhNVMJCuVeULrEq++8g1bum/uiD/7D7/xXHNj6BGm7GbdKr1u+9dxMIDC/g8+YjoNH1BbPC6OTYwgOC8C+gzsVAuUAkqKpB9bo45/5VaUEb71WjOoLTfCgsha3KwbuLg660D/thl6yFoif6P3KSb55t5B0suhIs7Fz5hhySTmavgdaII8XNXPRxiyfSZqmqmHJ6iehLGuO+ERvXz952bgFCMlK5By6s2qI598twMG91PQzM63OrnP+K5/rwWf8NMfDo2GSQamKyQ+/X4naukWMdM6h8p4nOgrbkdRzAT6h/giKi4ZaNKkQsDcPZ0P5BD44MUXEl4yBjlzMjqYT2flgpG8aTV31aO67gNbFGxh2mUT91CIGyZhH3BdRPBKEi61rUVkZipZGHwz3bUNj4yz6R88QrYZZBKCDSD5JkGKcp86dxQwP7raNm8kklqjVzpGxeaK1zRW1+WMYffMNzP7s+5jg4Z0n0/Mne1sXHYT1+zYjIGMd+kd6rdYiZTcF/W2i7kRs37zV0JoCDGReVuPcrIwMYyDys4ixK6JM/qAQEqHy/SQMVJEjg1qkGiS7LMwBx36OhOZLKEE3XvzO75hW8gmBwTWWgOEXOxAyj6ruqwSAvsoZLy1NQ01m//Fnr2BodMQEoIS2eme2EjXKNCfG2jM06NBCyLz4BvucBKdM1vILyUeVSiEgtquoZgEe5RSq/6Te3zcyjB/+9CfUSLvMDKn36TIPEqNDyLjgbkmRRaOG8/7WxUPPwQ8ooV4BKKo4kn/3jgUfSCiGBZHpOS5o1/zEdTVdvqTZyJSYtSqNe6BSX568rAQcAVpPN945dtTWbEMuNQfTRutQWVODJWp/is4W4lYahaoSab/0/INDwwZ+slMzzIeoi6kQgQqQS/OV9eB6fr4FzBzYvcf8ixK+YtJyE/zsrTfRoRxaMuuteXkGksSIrA8n59I3QGFLgXy3tBSFXJMRfub5x59CTna2WUSkdepJ9dJ395fANDFpjtKWHX5P+S09zD+vyF+F/6sFmOhAVgUxVVsxrR2/uFOLcF1YtihggcfXyPilWUsj/ojCq5ngQd1phuaG0DJej7j0GDON61rOIWuKrqbnFUhQZajGunrzHUrrFN1YSonuqUmvGB2dXfjZa6+atUPt0GQl6Orttojo3Jy12L59J2a4QKszcnDso7/ClrYFxM4uoJ/aUm9NLYZLSgikh3GxbgPq2jJQUriAwtsuqKDGWHzHFQW3CPKojbUX9CH2o/8b04VlGDh7Fn0/eQUjZ06jo7YCbeEzePmP9uCZ5zJRfe8mWqitToy64unHv4zPPvcZS+/o6Oiy6lddXX3w8gvCHM+gWsop5UjrHkKBU93cikAXf/znP/lz0u8MAfGbuNdQgcmlNhBjY2HYD34BE3jimUgkJASaRUtBOlYb2jZU2/LJ9XEOARJ7A7c4bksMIjaGInyTF66U3cX07ATio2ItfWRqZsrOu15qt6XaxApiEz2KF8n0b3fg/OV7PnrmFDoJ9KQcqCCJ/iZwqk4nsq7p7Cg3eYb0HUk69CaYUuSrBLHa2okvOIf4iVwdshSK3qx5AZ/HCS41fh0NfNrj4RGYLkRp3IKkVR4UXrcw43oXS1MLcKs8gZTCf8H4hYsYPX8FYxf59dRpjP3yNTQcu4OL7fuJ1v0xPd2K2bk2TM2WYtH7HSD4bSzG3MREzDTaF4D6AU/0+CyhY80SmiLGMOLSTOKZw3hfIJbmYskA3fFHf7QGGzestWhA9caUsFFwkXNx5NNUFf4NquFJwv3z/9qBn/3EH2dPLOHsmUUU3hjDeNklTDefQd34EFrlo6TW7DM9icsNa3Cy/nGi4UV09XVhqM8dl28eszDsLRuVb+noZymToIIyyPVQWlluyb0y+3q4eqKEBz49LRVrqXlKS1DCcG97O07/5KeoISMJq6iG1/Q0lijgtnzxJbiT4FdqjdLIVJ2ngExWxdnVk+9uSbF1K2hv7zBEaUEAIlT+k7CWqVTNecVkRyjgqmvrjLEVUTOuaajH1vUbLOpWjMA+p7PK+2h9lF4gv59SI2qbmihsu8z3LG1pkkLulbdeJwL3xqGdu0yISPAqt48Xsvn+ajiuK+1LWqD8ogpS0O+V0/fG8Q8sytiPAKGnu8fSi7Q+Ms+qHuqNwltWNUf+4I+HbiG+wz3WPWdbl9B3aQyzHqSJxQkyfmpg3HuBJ9McuZYKy3/r6FEL4Dmyey8S4+OMIQjsaJ1MMHDuAhQq7yhB5+rhaoDm9p27uFlUyLXwNF9RaUUFxqj9yH8eRoHtNJVpLWUy7iEwCRI42rTF1svH9/668D+Bmev5t+Dv6WUl9HZs3Gh1W60I/H2GY9vAIa2+sr7GBJvoy8dPXWoc+6sh4CXzuxfvK4Eqgak5NhJA3Wus43kn4+aza1hkMAWuorYl+OWyUFehzv5eFBTzvHIPd+3djLzDOQhOUYBRrK2FQzg7htEHby2NVSZxd29PJCQlootC5jZBQDaFvrQV55Df8OPP8/tFAg9FDq9epe4rQRQmCabFq4pNLK+zdnUaWutCcPvMRmydakHPXBcKFufQT7q/x30t9FzGTHAgFihaB4aaMTE0jsnxYQyNNHDNJ9DcMIyZ2iqklP0d+qnZj1dWAe2d6J8kOPedQV38GJ547glMjU/g7PmzWOZ5CQiJQ+aaXIvEVY623DbKORzjvvvyLMt8LsuKeroWVZRj8/pclFTVYu3aNdi37xC83F0tcNBSMNxDUJl/EZ/97Hr88X95FBmZQaR1N+6Rt50pW4/7AETCRdrhyvXVUB64iNttmecp3BNRGQEYI3A4fuo45ufnKKAScOrqZdTwzCgCVv5kmVyluZfX15vrKTI8lNf9lW9ZATwSikqXUps8FUXgG3gbF9wgLbYR/NWRH1Q31KGppdnSTURbshwkJycaLa8MltOQNU0WCGekvfOloWeTH935bM7ff9rjodIw5ayOiQ7AI0+sxosv5OLw435oaj9PwZGP4Z4huHS1wVfF08kQa7p7UTnXD2QG4+BTfiRiX+SsdcXaTf2ouncUS67t8FtNrYuCcL4lCgHuCVi1JRsR2bGY9CJ692rB7s0BPHypaKpv4mfH8I3f3GRBNwoKkGbhTiJS4IOEjopWS3PRz/JpLVFF/M43b2Fs1B8DvR0YGL2CoekP0eR5Ab2h/RiYW0bNPAnacxGl3rO4NLENvYMBGOmNQGv1amprMQjyWYMXXkinIJAflOKMeyCGt+y6bAWrj1+4QJSqkmt5iI6JRF7uDowNJ5I43fh7dxz/YBFNP/oQqR/9HFG19RgYH8T08gKSx6excP0ymlxy4JcUTeama1Ol5bVHyKTVkV7aZS4F4XZqygd277av0WRErm7kaMuq67tkDC+FxC4EqjZiCbEUOLyGio8r7WEdBZd8kXLS29x5mC3JmUSuNZOmo6864MYoFxcs4tdZ2PsGtUUfN3eiz0y8deI4puZmzGfiHHaA9E9f+ZKgUmCPDrd+lh/wGjVXaX31dQ1Y4L3X52bjySOHzTeqAzo+NYHX333bzLmH9uy7f2UOMRslZRPpDtWP4c6f1aHkXxpQOnYXpcOV1LZCTPNUfqDDr+kwS4rBBPEMCLQ4I3alpepg65Dbc7u7mMBV9pqCjBpbWy0YqoFgQ6buKzxHKjytaieKphVidwZjyP0US01k4/r15tPR2v/K/KZZwHx+2Wlp2LZ5s2n/oWGh9+cihE4Njm8U+JTGXVVbi7MEm+0d7dZY2dKj+DdpKaZ96rp2Zw7NnXslpno1/6a9ViemmEDXu7SvEpT63qmZyqxbw/MyNjONfVu3W9GJUgocpbLUcU+cVZw0Jw2xcifbbO3oxCnSuFwca9IzsSVvE5l5DKrJcJVuoJzeyxTEwRQUErzq4J9KrdQaRFNYCwDKZJikYDlvX1y/vIB3f7GMDz6IIDAMQ9FsLxZTu/H0H/4XDIe54ZpnA7piR7DoW49vfWsXfvd39sA/fALhEaM48qQnvvbbUUjJ7kdx9z+jaqqaWvQ8eihoZxZdEYkA1CYsoytjFrvzHsWJE+epDU7Cxz+cQt/bAJPoS0UzlJctbXLbli1YSwAgjVxFOU5/dNYirjOzcvDSs5/B9i3b0U2Nzc/Ll4I/Fp5Tvih4uxhdfP7DT+6hpj6C28VFFMQpDn+47ZUjYExBczfJj0pqqrg2js4hKruoVdFhVOlK0ZIqWi27eVihA/XdFABTgM17J49B4jAjebW1lashoG1qbiSIv4mi0hLuxXoHKOKe674CVfJDq4iH0pwcgoxnQnPifWOjo3Bw125UkK8szC1iP78XTQtEKqiKPxjxmrWItEdYZ5/v5/NfooaqYCM1axB9z4zOoOxHDWj+x1EErvWEVwjPu33GuKTNR7T+aYyHRmAquOFuWRkZYpg5i//6lbfwzgc1uDn2Psb9xhDYvwB/IqZZoqcb1NhOBE2jIG4C0ekL+O63v4Kd29dg67ZY7NgqRpOGk8fehbefOz7z6NfxW9/4A7hEeMDF35fa0nr0TTdhqH8Uft0ueOWXf4rf+k4Wnn9xtYM4XN1Ms1ibkWW+RjGWSjLkC9eumjYmU5B8joruWnLtxdXLFxAacxG5uysw4HsUyzFDmAuIwIxnMnqJbFuSPDBAQT4TfA0+EVeQSnTX2bKMhSlXDPQH4s6dIIyTQBIiFxAQzE0wyeJqjVY9yVz3UvtadPXDR2cX8Z+/O45TxwJw/swyzpycRlnpMJlOPbrGitEy1Yt7JMYOzKKNgqmzzw9/cfd38M4bLii4PYs7hW4YGXZFWoYP8tamcp02I4DMU1qJTKdRURF8dsde6NhpHst8xvnpBWon02RWnmSmHtY5vW9owLooyPeWEBVjRC7m2zs0hJLqe2YOlVbpHCKtSKJslcQKDgjie9XRwg17duyEGwWLHP+z45PIXpVmSex2uO6PBwlz5c8Sdt19vaSXDqQRyPT39xtDjacWamZJvlcHPYfAIDcj24COc0jAL8uqseSK+akFlN0tw2z0COIfjcHs/Kxp1WJ8ToahIeElZr0qOcUYgdN8pOfnN/qPQIp7qypD1OhULPvV999GYXkpkmPi8Vtf+aqh8sraaisFp2o7jnZWAaY52DpyYrqbmJWZuu3SEoTcD75B175dXmxpKdK0JLg0RzVX1nu0rhryNclHeqe8zIKu9u3cbUxcFZScTEcC1ciNP09S4CmiVYE9ek6BBfXwVOS2mLExLD2gJqH58J8ABDkyegb7zV+tQCJVWrp44xqG+XUPBaiiamWZ0fPpwWwl+Xk9reWf8keZgjdv3ICUxHirhfz6u0dx/uoVtBJoTC/OoyC/EFk5WVynIAeAuD8PwYI5giyFGv/ohw34wT/44l6DP+bGh9A3+Udw3fAGUvavx+98+y+wfv8hpSqjpPU6Jt0n0F86ZpH0jz+Th83bgkmbUYghcP3Gn2wH4lswEumB5ahQpK7egxZqWkenX0SVxw8wNVgLl+EaAru1OLj3CL7y+S/ipRdeMHqRZqy5CViE8pkEfBQZqvMl3/batbmmuZdWV5nfV2v9lz/8J1SUVWDHtu2oONeAsv/ZgohV8Wjy6rT+r431DdhE4aVUDK2hrq17qOdrZXU1ioruWmF/gcYLN68RfAVY3ILyh1t6OxHsHwhPRYhz25QeJLAp7TCNQGgLQXJsXKwFg6l7iLoPhRKAqB63h6eXBUg6/JQOGhQ9WrCf1t/xS3u5e3kghnxAcQjvvP+eSMLiKuTPlVVDBUdE1fY5brjajxWRXoYIigqL7uDq7XyMDQ5RC88zGp4ansKVV64g//oduMUCaZuSyQNFMY5nf1BT/dccD43APHbmlOV1eVCTgYsX/uUvEjA9+gSWp7Iw53cbc6Gb0OH57zAQvh7zSZPoCJzGUugcuoc6sW7Vdh5slfKSf4co890PUHXnDravOYz/9O//DG2d7SgoLbY8uSNEgfO9y6i/WYH5OVd89otfgr8nkY3LDJG1w/QgRCz0L43mNgny1IXzFnatdIGDe/beN30BmzbH48CjAfjowqsUgrVw9RyDX5AnfvOlP8Bf/fk/4tCRR3Fo7zOobiygAB3ETPcYHt+eAxfPOTQ3lVMjasLSGJnj9ROIef0PMF9VieXhYcxQg5tvrIVfaQXqv38Bv/VP20CaprbCa8z0kmyaER5dCJ/wkzzMP0dXVgfc4/xQMTGLyTkXjGW44LrfFIZmKLynl9DVOsT7haKQQrOvaxk5a3gYZqf4XOfM9CwtQIFES9I9+GCu1LwWZt3Q0jiB//bfS1HeMMJD704g4W+IUEUiBGrSeFDlg7CCAKQf5RUqtUYVzZRI7RziyXZgHD86tAwS3OTUJP72n/4Rg1zb73zzt/l10KqNqJzhSuH2IHE6hw6w6sDu277L0icUU32Xc1NAQpgFEPDeZDLS4KSh2C/uD/tOvJ+n2yvYHTmPp2Lzi3nIXpNKBrUGwTzoK+/7ie/5EpByCh4TOvcF5ezCHP7s+39nBS/WZeYgNpJCjShfpd90iTIyy8b2FmNajxw8aGY8E7wSekuLmONLwlhC0Kn9Oe/dQS1VPsuLV6+ivPIesqnlixYVyVrdWI8fv/MGJicnzRcl5qqSfGo0vGPTZsuBE4iwwetdvpmP4xfPEpiFWXm1G3duW7lDRUyqAbXquEaT3pVupfuPEgBcKcg3hikt1QQgh4CSr4cXAUEc0jPS7bnbW9vx8mdeoDazycxtGno+RaGqG4dWcGpy2irOSCOV5iJBqHkpFcd1eR5rqA01tXcS2LYjLS0TN/ILrKqNTMIS+tq8hvYmvHH0KM6caMS1SzlkugtYmmnG+MxR+Kx/BSlrQ/H89m9SOGSiupqa9pV89PX0Y65tHlPVU9i7dx8iYsLx3/7yb3D1VgEBcjzeOvUK3Egqi9P+OLzz6/jGf/nPqPXqx8X6KrgNp8F7fjumpsfw27/3LPLWr7M6wTJhWw9Par3mo9V2ibb4jfZWQ7Tqw3XSeunsPH7oECq4hz2jw0ji2uVlr0FPXRcKrxfBJZE8IcbT9nLb1q1WGadroN+C/t47ccwsNopzkDDes30nokLDUUfBqtZxCga7W+EIAlMJQwWrybfe2dePj65foyZHbZ3CXAUmLuffNBeM8nmVSqSo9U0ELnK//I/v/4MVuti2YaPN/9cOPpvycd89+SGuFxViA58hkwAwkvMd4vUUdzHNZ0hLXW1nRWdey3GPZ+A8FZBKntUXn3zGIudzN+UhhMJdz+ZORSdwVRC8fNyR90Iuhsi/7ny3AbPVy/DJVvQ1lR9J3k9hPDQCUxVi/L3ls9lIpBaDN37RgxlqNh7z8Qjy+CKiwzehdzwdfunR+Oxv7sJIfy86mpvhMrSAXRufweWrdfj+Dyrxyx8moK42mei3ioguxoqnR0XzMK9KsYr9RSXlOH7sJGb6++AbFITIpFQLw5+dW8CpixdwjQxfGqazzqeEJ3jQfXgo1KxWFW4+bg7rskhiDEVGWgZ6GprR09mDLdsewfNHvoSoEDKdyCgTKG19HaihVjHVMAev0UB84/ceQV37W9ixzx9HjoSju/UMxnuKMF5Vi6kLlzB16jR6Tp5H152b6O+pRKFXBpY8CjE1exFBIV048pQ7Dj9K4TdFQe5VycMags+9/D1Ex6Sjd34SAdtXo9+rFUtBJdaVxNslgEjAB4tzi2hqWcLFCxPw7qhEnFuPmfRSoqKIQvk8E+NYHB1CW9syPrzgjjdfn0LRjTBMjkbwfW7IyFKeHhHg9BQP0iZkUdv28va0FANJjTAyUgnLLfybSqVpOPx69q0xEX0vbUXfqNOCBFlmyirL76prbLSiBtHh4abZaI0fJMwHhzSrsfEJal2lqKqvp6CfM81IfkC7l5grv4pxyd8jzcuJ0vV7/W56Wjmhc5ib51d+vqax2aI+NXdpqE7tzzkX+VtVPENl51TAXYBB0bM3iwr4uoOmxiYClRns3bbDtAwxIhWG0FSmyEAmxiawef16ZJNuzHfEP8iUrYjbE+fPmL/HCmUvzBtD0l1VaeUMgdstCsz05FWc8zSa21tNy1d6ixLMi4tKrEi2AsYcYCKZWtRW86HZRTQc/BvVNXUoJUCTJUWBS1NTEygtr8Qcnzvkvl9WItGxTC4GZq/y/I+PjJkfVLVYXfnc8ln1k+mn8nypHJ7Ow6b1edb5Qs3FtWZaP6VEKU/0AwpllRgcGB6i9v2OVHJqlskOs73ux7WIjYmFu0sCQoK3YOOaPGtc3tbZbwUpFiZHKORD4UE6HGvrweSJE1g82YT2uQwsB9QjIa0BUxM/BwZH4UlB8fKRr8PPNxC3C4sIOm9gqm0G/m0B8J0JwY5n9iE5LR5Xrl3gXo7izX/+G4z3j5GGXLE+die++ZvfITCNQl1HGW5WHsXivHJQd8PLLRdPPBWM0HCuELU37ZHSqRTYJfCi/dRw0q9eKlM4Q204PCLC/PqqSDU7O4N6rt8BanaqHuUZ7gn3Na7Y+dQW/ObXvoLdpJ9yCpc7xUW4U1KMvv4B9BA0uS4uk6dFUYNrs7OiyjrqUqL2XQpIVClJbzcPBHj5YO+OnRYodIvPr7610zzja6kNqwj/FQpMfV400UZ6joyKtAba46MTOHv5Arz4HGp27ySdB4eEoGo2X7uVj1bSvKwY8usrvUqAc2x4xFw9MrVqX3UGVSXNi/PxJjDasXGTabhnKTzvlJcgOS7BXAuqEz7hMo4Nj2Zavnp7cQ/KP6hF6+kexO+KRMjqQFvTT2M8NAJTAQXpKmpOtOvj7YGZpWZU137EBa7G4tQiRnqWMO0aiyyXIqwZuoy5ohbEto1j/5QLSiqzcbXyUQwOZBE5KbpwCgnJS/j8V/YhLT3TUJQYlwI0xBSn5mZJ1O5Iy16HPbv2WXUKmYLkmxsnilUZM0Ubaoi4Y2JiLP9sYGTIweQ8HajbBjndQO0QLv0d18bbnwfpaezdfYgEItOB49Bsyt6B6yeuYaBtyEpj/uGf/Aes35CHnVs3YnieaKvnQ9RMDZKYl0G9ltjJFbepAZ51n8X58EVsfDwEjx2JxuRCBb70lU343W8/jzYetF/8/F/g4ruMpMgsfObQF/HZFz+PJ597nogxATcqTmKZxOzbA/y3P/tDHoY5+IZ0ICh4EFP11xBT+BMklZxHcG8Plm7dwkRJCfo+OIaOH/8cH/y4Hq8VpaGvuxvuXs3UtkexbYcnVq0OsVzY0rJSExZnL1+ioJklYFAFEXeLdJMJTlV+hDoljCT4dOK0WloLpX3I/CdtSn0YZxfnzd+hPVKk3hpqKcrLdDId4+88aE6kriHtztafaF6HVsXEL1y+bGbONGogmo/8JjJX6n32j1/v1dQiv+SuHUr5UfV7Fa4Q8j5DFV4luaRBqybqzeJiqwqUQc2skZqa/KXy3UibFBq/nJ+PIqV7BIVasEw31/FmQSG1h26sosD+D7//XaMduz9fDp+um0WUyj8pM50sGHoq0zD5TW1Dg6UURQSFmNAQwq8mI5JGpS4n1dQe1qSm4ciBgxaANTE+SeG03kBLZFgEtpKmlBNpa60XCdDWST/dXz77mb9X1O36rBwrCqG5hfPzEr4SeimJKfwsGb99VqBiCafOf0SBoCT8R3Hi5CnUtDZjoLcPd8vLzAepmrbJ8Um2Rgpa0yfVyV97NU2A9crbb6Cw8A7K7xRZKoru30sm3U7GrcIdKhAiwa9As8GhKXznN3vx3vveKL7lgeY2D0z0J8Cb9/QlXY/X1sOdwGHh7XfhRmGyMFaNuBfS8B//8hFq7ck4+9oxasp98HGPo7bDdSbDHp8YQ21tDYF5LOImMhGMeCzEzyFzTQb3bogCb9Lo3YX0HOUXhy+8/DXs2nPA/IX3mstQVnUVC8MEPTPeSEofwSOPJZCGpD274l6d6KrIfLmeFITm89Xh53Dub0l5Ba7fvYt67qfqqXZ1dFpUrQSKIv9Fiw0tjbhw46o1klCeo6wsMjmrso7qw0ZwXY/s3Y8dBP6nCaxrWxuNViIIIBRBLdO5QL18iYpL2EntVIBfxus4CtRYnq/N1BhF/9qjvLVrLY9W53aRPNEEHZWFH/7yp5h3c8HanFysTk4iHfAs6vzpkYyOHOdRL5WXrCbdyroihUSBXIrGF5DUPVUKUYBSgYt6RlX9+ZDAbw3nKZ+qLBYqAtPf22+VouRGyCc4KC27B3/fAAL1WESmEiBFEnTEjiF5XywCw3kO79Pmv/Z4aATmgyMrK4SCahghoe0YoaDoGV6E+9QksnvfREb1eUSM9yHKzB+u6F90Qa2HG9ZkTcIzqJmHpQAJKT04fGQXoqJiMD4+bvmEYqDxsfHmSzt8+FE8/sRTlqIiKK3ADfmm1q3JRVSEox2Vc1EUgq0IMCWFq3SUcg2NgfO/BWqmLQWdqD9GbS0nEdue3ogEClx9XlxwmcQjRnPx6g2eLU/kbdqArXt2kGEmkwlP4oOPfomy9ny4eXjDzzMdC9iHMbcwTCT5oCp0BBNxS2geLMeedftxeP+j2LZlM4WLLyqoUZ0/eRqY9SWajMWurXvMvKW/3S0qQllpDcYb+xE8H4Xf+PY3+Kxr8ejjaYiKGUJJ3etoGim3LimLrT3waG3CQHk52qihFY1Sc/cZwGAIqH1X49AjkdTSI7F//yqukaNQskLcVZBAaTYxEZFmJjOTGofWZWh4mEKnhEwwwCrfaBW1ljprqrKjHEYlvSu4oJbMxotAxp8HTYBGn5F29L8OF8uJ4w2Mkeuaup40LR1KRXcKoU5wTkLlMv/pd/KfOccd3q+KTFNRsWqJJM1HnUd6idoHB/qpQcybeToyJAyLRMJhIcHml/rxa7/EyOgINqxZy6vId8dnpYYjJqDUCDEqnQsJSAVS7SezkuZoNMKx8nBp5iqsoXubQLr/N71HeWpiYEpBkBarYtWKTAwhmFQRA0Wr7tu1y8xsGelpVtJRaqvAigCGIod1z08c5hXXtz3gj7q3ULzTijKtWsOkBZnu5HaQj7quuckCl1R4QKZG+dvEsHPXrLHobGktigRe4tmQOTGLmqqYs0yOGn1DQ7giIMb7iAkrdSmc2uehfftR2VTP9/ogj+tZXnUPdQryGZ+gpqtar34EXBP48HgHBnuGucw9cF+OwPIkEN99ExvabgKVJRgoLAS6utFJnnAsaglJz+QQPGzD23/xHuYueGMwshspOWswQ96gc5+UQBrl+mzctBHRQXFwTQImfahtrc1G9posBPkEIjtvkwmpA0cex4svf0mrxnV1Q1NDE25/dB2zvU2ITp7D9/7kUeTkxBio0OuDE8eNpnv6+6GkpOwslXRzmmMdX5WSpTSgftKZB9dc0c0CWgIJWjFtkwKHtLZKmRLAVwlMgTJFZx/YuQc52VlWblFmawW1qQpPFoWOnsu5v6KDlV/10pBg0mckLFU3dnh8zEzrcg0oqC2VQEwRraK75qZmDA8OWdWejdm5tq8fB6XxJXBnzydaIpiSZcSLzyHTukrqqZiBBGg99/UEgZYEqKwsGjIz9/f0WuqKOsHIiqPqT2qfp6YD0qZHR8awOj7RAJyAlKyv0VnhyD6YDv/QX4HQT2M8tALTw5PEkJ6FxNVxuFHzDvomy+A+UYek2Q5EE701LM7hjussrgbPoi1+AgjqwaNHFOW2jNGpcuzamYdHDx8yc0kBtQVFlCmQwZHn5QG1u7EyTdp4/tPzSwMw86J+5j/9p6HgBB24NdnZ1qFC6FGaqopKe3t4WfDE/BIR1ue2YPPBrfZZ5QU6OkqQifFfDxlIPLWvoLAQ6+aeSS1IGtFJHrbWplaEBCUhevXXUbP82+gNS8OT3z2Aca8xdI60Y35iDtnRW/HiCy8StY8bYh8e7MddCp/VSRk4cuQpbCbBBQapiDQQHBIoboDK0wVInNqAkPAYLAUvoLd/kMLkDq7WHUN3IJnRLJnsTACC3aLQQqK8tTSOMwmzGFntAe+QfoQFeGNDfDq2ZKUjLNGRXiMCVy9HCSOl2Og5JOB0XychS3CoZVWcMVYiTh1e/l2MQ7VT5VtTZGMOD4RywcRIVEFIZkuFma8kRgk+BaPIpKd6lWPUFOSDMWHDfejt78OxU6fNV6balqqxKu1LCFppJNLinEMCSf7MzWvXUwi4oL2zC63UjtIpJPfv2GWFIlRXVikpa3PXWPSutDvV0RQzVylEEYqeVyZL+R+FpI2K+HuVTzQhfR88aDjXxDmkddVQcxSA86PmI2auoffomRQUpe91D0WAhvFnVU5RoQfNx+rT2qO7GjApqauBWK78ts57aZ1F92KKEo5WPo73UB7pILXjzt5uXL9z2/LjZGJX71EVuRcDVRpJKffoWkG+afwCRGKS6p2pwgrygypfVExddKBC3hH82zCfZ5TPZsXJOXdVvrpXU21zlcvDm0x5XdYaK6pQS2A2yvcrNUQ+aDUOXlqYR3JCPDXUIGo83tT4+slwL2HL7hns3e2DvomP0DZ7FUPLfRiddUEfQa4LvDDhuRpl8V6oXbyHfZuewN1jdZjpnEH0gThkb9uAPZu2YOuWjRa/sClvA9bkZiNzSypWr4m3bkRxcfLXhlokqnzCaRk5iCQNqOiH+Xw5/6aqWhRcuAn/UX9kZ6fi0FO7oQpaVkWKa6N0p8p796wCjvqFKtrc9kIby9Xr4Hlf5Don8jyompN8ykoDGuFZdnYF0VCTdZWgnCFvkStAv72nKlIEE4pKlyCy95HulcusKGWBJOe+rxxO4GS/10s/37+Putecu05NlnQqOtbv7S98j4LE1K0pl4pBFIGjgJlo1lI/+BaH5iyf9hjaCTQ1Z1mFNq3fYI0pKkmP6uokelSgkaJ5BSIFxjQESEQzWo8Kglf56dUBaLxjCt1XxpGzJg0pWfGWl23CUoPXMR7NbyW3HWvreJZ/7fHQCEwdXFWWURi8Dqo0PqVuNLfX481T38eSTxtP/DCWF/ZjxGMbeiMXMJ7sgaboMYyFj2OSAmS6xQPji1PWK3DXtq2GalRIube3z0xvSpBVBKcIyJASX7YN+pnEIp/RSv+D46tjbg1NTZaYHRIcZARRUlZmrY6C/YORkB6N9fsyEJ8VZ5GD0nqKKytRKRNQWKitmeaynoi8lJ+bnJzGhvXrLZLw+LsfYKxnFNkpO+C2/Bja22LgE7iEF19Kxc6t61Bw6RbG7y4gYWwtVm1MxgfnPrTWOeupJUeS2A8/8hiefvpZY9bOXD457WVKKbpQCY+5GEzNTaJyuNKCddpbq1HbUQo3P2rUKRswMf8UmhaPIGCbP7zXRKISLVgImMHk6DjiXLMwcYzodNQVMVvC0NHfjX4yQkX86aDaYb1PuPq/ihzYHLhoKrKg0lfSTD4ue8f3iJlIaLV0daKVjFu+jChqrU1t6pTgyDFT4Ik+J8YrTegiD/edslIUU6tWx4qNZHzOaFAJGU83D4uMVcqPAlZkRrWi+BKs3E/trYYi/mS67BsZMnNxTUOdVRsJ42FWkJKQtEUB8p/81BJKekZpfOkUlisPia4pSpFPVILItDy+X2+x9+mt959ZL5sBv9H6KSBDQl3+bbkgHEvmoEHn5/UZ7aOii+up7V28eY0MOcAiER3vcbWI5YvXrsKPzFUmXuez6mtHZ6d1LBGwkyYjIKg2a1dv30I5aXNwYMiATXFJCcqo5fnwuc0VwTUzoUhhrvlJUGsumpHuq+8EEFX1xVJZeD9VLfroyiXTNKy7Cj+juYeQaSpCeZHC+9Wj75q5e9/OnRatW11TgwkCzr07dlixDvldZXXQs09NT8AvZBqVNeeQmOKOQ/vTcabqb9Dr24LZMH9kZm/DXFg0Svqn0OT5IrpcD2JhaRDPHTmIhJQYxKSFY/9n91NrySMIWmvARKZelW8T4/XwdEdIaBDvpxZYAjcOwejKZ3n3xAmr/JRJIWCaFf8qPtTTMACve3FIDM3C+kfSrf2ZrQbnG8B9kRYtC4DOpTRzaVi9fF4Vorhw9YoFVe3dut1SgeQyuEleWkagoi4dOh8aAjl3SONqemCVnbhOAkhrqVlKQGouohWyI5uvfjZacWzMr4Z+5rNoOJUBoyj+p6CkNtLGxevXrb6z3B+imZ6BPgM9Fy5fwe27hTyDEpIeFi1bSjCgPdTfFbSlEpItbW346PJlu7eaZXvwvSXUhs9fvWpNFXZs3WLFDVTc3oTlx4LOoe3KFK+zJ1eczm7F6Vpc/XYFESWQ+hyBLnmMY/6OITeVIzr21zzvv+J4aASmNIn3PjyB8zx4m/M2WdSZ9ryztR3H3nobC1NuJMJcjLj8Btp9MpG8NxDbntuGrrFODI8MYqF7HqsGNyNxfSzmXBcsIEUmVpkrpLXoUMokIZu7GIeYnDZFTFkovI4CUaYhaURiYs710JcFMnKFuedTS5WPIDQg2Bqw3qupI3JNpuYaDncvMloTWI4G1+rvqHJy8ul1U0MZn5gguo6G+mkK7apTiN4vzap3YJja2l7MTm6mwPTC9HwvHn0siBpFHIY6+tBxfhL+7bGI2RGOvuk+K9+2ceNGZObkIoAHTvMTKbqRoDQFsXJfEmv7yAA6PNqodccjOjEKZRQ6vRRMw519SIpKJ5o+gqbBp1E/tR27vxSIw597FCU3yzDQPghXEm5MaDb8uqmt+iwhemsEbhSR2fKQC10OUujIVKSyahJMiiI+fem8hbsrV7K2rt46d0iAqTOBk9DFhNRp/+qtWxYE4kvmoohKmfjEONQsekjVY7imYugKHhKIUkStkKoiQGXCcQAbR1SltLxBCusgMmpFyybEOxi9U4Do0NlXrk1Hewc+vHje9nd1QhKZnDf3xNHBY+Uw4cd/eqOuY4edLwdz6bdoV3X6EMgTUpap2k9FAVZ+Xje5P/Q5TUSCVY2ppblJQCh9xCbDofdboA1fCiJRVw2ZyJTArZqpKlJvwUyaGd+rfEyZ7aSZq2ycoXpbF1geY219g62NBJ/OgcrwSfjq3tsIOtblrLEC/+oLemj3XjOt67rqfam5Tc3OWL7jxylC/Jv+XlldY13xpVEJ2EigSJNQuz1V9pFWr3mILuSv1PlSyk+QfxD3LsbxOVkTeB7l49ZeOcx+XCK+zl28iEIKrXjOIZVA88a1S7hVeQ6ePu7ITN2JL377P8KV63CurRwNs7FwmXsW3gvpyMlJwfb9ScjctRoxvI+Ysearl6jg46LkWmAxX93P/tlO2/9V0Ubfq32Znk2l7FS+sba+A7ODS8jZnIGcA6lWX1UNrq39GP85OiYpJ9nB6Pt5HUWN36Lw6SF4VDTthnXrzeSt+UjLVi3hLApPASED7qQP0bkiu1NIm6q9LBO1LCdOejI64lfnz3r9L0Pv+cRwXNv5RSUb5Q/34TNI41cZSVXiku9+RLW4KRRV6EJz1d7cLSux4vlKF5LATE5IMAAmN4EqG6mCldJH1GasvKqKvGDUtGmLVF8xFed89WoluGrt7MCWDRssSndmbhr15Y3m453OmiF4WSJ4UxzJ/ec1VOm4xqc5HiKTrKIYF4zxCJUIpWmthvp6ceHEaSzOhMDb42m4LR7AsvcEHn8qDE8/vhM+rgEoOHMbCwMz8OmKxee/+yK8g7wpIFMMjWsoWk8HUsJRZr0L1FhU5UJBE1ZijZAtv6AQNwsLbKNNmNknNbTBIBPwMUYjH5NC7TVPx89JpoU46MKB5sQU5XcSYUkTUBPeMiLHLRs3EXUHW5ShtFD57BZ4hNV+JzYmBdMTq9DW7AIv3+t48qlYREUFIDaWmsO8DzwC3LD3C9uwNi/HAiaUTqCcros3rqOah09mXqFRJQCLKSg9xM2bWqCvO/Yd3GN/u11UxPvO8/AGYSNR+thgCupr4qjZhSMxtQfbNiTj9g8qMV/vBZfQRazduglPfOZR+Cz68ECEY2ChxwRmI8FFbW2dRbVKMG7dtAWzPDSnzp8zn4iYh7QQoefo6Mj7WsqvVlQMVF3Vlayem5nBAzdrh0vRrkLYvhQo6uIugakmuOpyMsX3HNy71wSi01SmxV7gAVbFoePnzti9V6azOIfe2tzeZvlv+qwqAUn4yDSknp5KIVJQT3d/n71f5jAz+f6aobnX1NVaM2WZpFSDs39gANnp1DooMDScn3QeKtGGChZI8OnaYtbT/F6+cGdnD+cw9s0PqJrSm8c+MCC5jQBSdCYgouAOvV+MU9qjSpFVUTCWV1cjmUhdbco0RAe6rMr7+VMgyj8lgaozIeChPZKGmEx6lk9aNP/x4P0V+n/x5nVO1dWhoVIrkLVGSe5NzS24dusm0lVNiYxSZ0sddRRxbTmbK5+H8/TiHkoAqNJNd38v7xVl5nK9dCZNCHA4aMTFmnvLGiJ/4/T4FN58+3VMdQ3BZzgG25KP4JkXnsGylwfqhsvQ3FcHt4lM7stma5G2d58fzzsBy30LhA1e3iFo+P3iMhrPk1m/2wf/WC94B3M9+Yx66X0CDTq3zr1Uy767JaWoa27Anke3Yv8LuxCZGGbz1tBlnSBFQ64DNVWQQJsYH7cmzQtk9jJpq0iFaFrPKXeFAIMsA7ZRHNKABTrkF1fBDBOiHLqWxsDIiOXfSjN8kGGvHKJRFRAYoHYbEhxofSzlO7RAN35OJl0BdTVwUDqZQIuKrc/xDChae35uHof37ce+HTstel0aogqvK2ZB89P6CIxoz1VHWWUadZ7EI+VukEl5lEDMl7JC97S+qHqaFXO+RZ4o8KYgNQnMnoluTIbNwD/bFXfqSyksg+1s2t7wc//7p/3XHQ+NwJRgsaAHahAy2Rn1kvXLf5iYmILcdTuxtJCLtiYXzC0R3UbWUvVvQGRILHoaW7A6NRNPPPs89j6/iwd5tRGkMVbn0HnhQzrRk5qlKppTfRMtqIEHPYbEIcIQI9NJcC6Kvsr2LsbijGxU4IjC9Z0mvKXZZUwPzStw07RNoWhpnkKst+/eQQCvuWXDRjOJvHfqBA9gi4Xzy4eQujoNqTFRCCu9BL+aDzERUIFV6+MoGBMRymuk5CYhfXMi4rNieVgCqcmQKfGf6nm2UWOS9qFyaSrj5vBlOUxPYnTGmBLjuY7eiIuLxRpqpRs2bsWuXbuIEENRVTGF0bFuIoIb2L0lHR/99XX4u4Rhw2dzsfvgXqSnpKPsp/WYrVtG8sYYrFqXgPTk1YbAdZAUSj82PQX1E1WfRJnhzlCD6+zts7J1CjDQgdD6OocCSdS1QqYpBX/84t23TYu8R62dk8f6DGqSq1ebCUj7MD01bb4fdbsIIFDQIXLyP71fftVAomVpn6o8s3LY3vDNJZXlOHX2I2ugu5ogSUW/J2enCSS4h/y8hP8Fgg/l4WpfrDrJiiGG66QH9cZUnUzVdFVAWTjpwGrXkkY0ZL4SXTgFgTroXLp1wwSyTJUllZW4xHvpM7rXSobrfCZFpk5NTpmAkwYsLdJZQszxFkUcT+ODkycIeBaRQe1GlYGcPlshcmk2d6ipzZOBSjMVyFIUq+M69jZzIUjgrXw+DZXUU05lV0+f1QOWmVU9MtW8XZVlFBwnE64XBZc+J5pzaOKOuX08eF1pjUpel1ldfVGloaubjYSotFOBHsdnXaxtlDSdJjL5gcEB3LhVQEY+De85f4TXpyIpIh2bnlqHgaEBFN7jmrYR4A0HUvi7YMduV2zdpr3jHFYITNsFPR+/9DUM4ubflaDkXQKM/bEISflVk2LNU/PQ+gxRG79BrUv8Qr5CH3+CxsRQJKUnws/b17RVZyccDX2VNUBpUR/lX7PAMNUalkVKUdwqwrAuO8f4gtZKlgXt6ZX8fPQPDxvN6IwoeEa0o0jyagLBHq6BhJN42c/efB0tHZ1Q9aBP8LYHhtJVThC8VlXVYE1WJl794D0DidLmtA6yrMmKJma1imdW7hxpiKnJqyxIT2lZ67m/8mdrLeTGEN1IuIuOnKBIfFNapvipyiPK9TU4MIiY0HBJf9Q01lsestrnOZbJsVYaokXd19aWIPKXb7yOtvFe7DuwHTeKCxAZHW2FMJx84xM09SmOh0rDFJGqhNjC0oKZkEQ4XmSoq1LTkZmVSqY8gfKy4yTMS1iV4U2m3EuUk4BnnnnOIts27duIgOAA60QhBKiHcjyXIgT0zbLZ32UzVyCCIiJVw1GHROY8RaYpYkxBHjeK7ppw02bPEnEJoRWXl/H7afNXkFx4tSX+3xFF23qpB7f+qAqD1ePwTyJBRjiCQVQhJzEmBnlreVj8g7HIZyu4W4xeMqJNG9Zb+orCr/2mJuBx6S241H2EooVeLBJ9bt6QR4JVvU1X1Ha18RmWyHADHMnffBwxXwlEaTeqNKKm0Gbi05PyYMhQay3QXN1tTcR4FbghM7EARXCQC/Lz30Zz82tUq5qRszYTG7evw7Yn83D4xYMUUGn2nE1FLSgrvIe4rZHY+egWIsxEBxKn4BHDu3D1MhHlKAZGRwxhy38jBiATpScZl8rnCfg4OBcH90IH0VA6n0NRqsrDFeJWMQRp4trbi/k3rTefou+0XxLQDoDiuIb94w/aM+2ppTPIdKM/63+8n5k4+VW1UkO51tJc1R3l6Icf2hwV6CMLgXyaMlnKhCzgJlCv6+vzuphT+GnI3K2KP4r0U93Q9q4OC4vXmly+eQNVTY3ISkk1ISlfrgRMOZH4MK+fTTAgcKGSYgJnQuBi2M7rK69Uc5FpT71AFRHrjIK0YW/TvJZN61NtXT2DNMYKMiitqfKIdT1ptSrwrvq6ChwS462oqzEG3m7zCjTzn1JklBdproX750bWD2lsw2TmKleodmZqAVVDTXY/NY9cMm2ntmsrxS+Ktu0hw9S6yU9oM+Uf7MUzJtOwgqLaqO2rco18X+UESVcLCoyvCOwU3i1CUWmpab9Dg9QqA/3hx7O5PmMDVvtlIiYjGq6xwFvvvIeq8gpMdQ/Ac6kX3/nDQ/jMi7nUsGVJ4vpw49q6O9HQ1ky6CeJz6bw6qjrdu1mL5mWC7CPxiIqPoPBxCFebp30HA6HvHz9qbg7Vjm7lHt+m5iuAKxePaX3cC6eg19D/1YVFfSAV9KTG3fLhSjDJ9LmKtK0gHwWx1SiHXELw1V+gsa3FIko9vT0RH82H45V6+wdw/toV1BNgZK1KtdQPRepPjIyRb+SZwHTSzALPoNK05OfTpDQfd85PhfYFTMW7dL4cEev8O9dCSolyJhWwZG4Nng+dI5mHJRQFpPRsvJg9l+aqM6tz7HxegbKwsFDE8zqqR+3HZ1NhFwlbdbxZml+0LASBLQX3aLqaseYtn6xaIcoFJqAi7dQDbqhsrodaGSrQSQF4WmsN5z0/7fHQCEwtpHK9bqujQH0tBomsdFCdE2sv7cTpH7+PxuajiI1dwhe/+EUcOHgIWSTIVSQEmfQ8KZwefBDnJjmPgjbe21P+MpWQ8nYwI/2enxOBiJkq1/DDM2csNUDaicLjFa2Wz8M8PjZCQZKF7j7Ax9eVxEbWtQi0VHTi0s/I4D3GkLwrDsGxAbqpMbWwMPVTVOuiRbuPGGVuTroxiAVqoNNFFKBvvoPJ69fgSq2hP8AfLqlJ2L51p0UMNlKD/unbb6K2qQ4t3d1Qh3tFb8qUIiKXoBDj1b0UECABoTzJX77/rvkadVA0FPjgCNbxtGedmhnC9cuvYrxHuYlLFh2YvikDTROtSCCzjgqNhLufK+ZCptHq1oSkjbHwDaAGw8OotRPDlFalWqbr16y1PFal3sgnmZuZbaZ1mY+dOVj6z7EXfHEdtLZi0EpRkf9HpigJHc3tDplmxb171GIS7PdCuA8yJ7skf9ZL0Xr8hr8U8ne8RzczvxV/r9JtzT3dFIhRVgqMG4fdm7faGqoqSXNnuwkdlRlzCNAlNJCxL5Ep+Egw6N/Ke/P/arMlk6Q0RQV1yUd+/tIl0mgTDuzei1d+8TMrKLBz42auQ4qthcCWil0L6Mi8pee3q/Ha8v++wn0eoOaq6iiqIOMUls572/rxW/0kWhaIEPOpqqnBBx+ewPzsrDEszVdahASTgqHEwJQD++H5s7hWeMuqBhExWOT4T199Dc0d7XwaaqIU0Hp+aUh6ybKijivy4fcMD2LPju1Ym7PGGKrT/6c5SfAq2vnkxfNmAo6S5k5BZHPXP36VOVJpOnJrJFO71DUqq6usKIL1keVeKIdRpt59u3bynKVScHWT2Yfjd37nm9jwWC7St6WgprUGZ89cwkIjgcWAL/yCpvHVb34OaRmOwCzNqb6lCceVL9rUgBgKDSXSu5HevPw90efRg8bFBqTmrCIgUZqGg284Vtgx5HaxMogpKbbHpDxj/J09vRY0o5ZlzprGziH61JrrPKoAQAYFXRD3WHugZ5NPVIDul2+9hRIFDHr5WE1i7bPKO8p0uT6HvJXX1NmSUJPlQKBJjKyTmrksL3Ib2eDCi74+unLFTOWiBc1JoEkuGOX8in4SKIQFcg1M8/4SWBJ20jTlPrJnN4Jy0Nf8ooIftXe6h94rcMC95kvv0Uo5ANmynbtAX3/rHKPocmtUTp6k+ypWYJ6CPJ4gVGZ5XU+XVCpXP+erqF/HmVbpzEhr/H6GMkDlNh/bf9DAvQFk8huby0MwHiINk0iJiERq/SgX049CTVGlCk2enZpF6dEqFPy0BPOBY4jbtAr7Dj1CzSOTqr0qqPzK/PJrh/aZjFPEoM1W9NqN4ju4kH8DYX6BxsCcj6+vMhlKe1BFlamJKVwjAleD3Ewy7nQKy3/4syW88bo/OtrmsWWHu0XaBcf7I+eJVOQ+m47w9FAjREXdSUMjpCNDWUTJ3UUUl7ijp9cDDXV+OPrGFGr/5X0EvP2nGKAQ7B8dI4NeQvbCHPz6gZGYx+Ab6kct1A2tHdQKWtrR1d5uQTMy5UlTdBD7rzbPWBh/lrn23ePHsDQ7hx1bttlzCRU7VsExZO4qoLAeGehG3saN+MbXv22mSpUDjAgKx+rVifyMm6Hw9PWrOb8RXKAGNTY+ZihUh1NEL7OhmEoahUZuTg6ZbDDBhK8JVU9plrz79Mws6lqbzIwpsGJRrpyUzOKquyrtRkxKQl+RsfIN+vNAq2qMUOyDz+kcOrgyX6l1mASwmI+q7qgIuRVFlybAkV9wGze5jxtz15ngUEUidWfR4Va5uaOnTtqcJViEomVlOEbhUlNVhS2cA29uml//0DDGidhbqBW8SUCiHpNrs3KMIYpJqJvMRmokslgo+Vw+cmnz3b1qFfaBaX0SymYlILNQLp2Gnk0+zg9On8QE6WAX5ybgs/KZFWR1rfC2lRKUANBnxXAuXLmG2+UlcF92RWR0pDEffyJ3mcwkoC3fj3ul+anSUHxkjNHmji1buW+hxuBrGxusOlF2RqZptyrkIT/lreIiC5irUGs3AqKnHnkEoYHBtu4CIja7+/NUFZeR/kGLRrfeh/r7A1umEBlpS9JWtDeKLPXj/aQpy2+nPp0CHmZ5IfNVj8Xt96sVuXu7YGJ+ytpmlVRWIbA5HIl92XBPWMLeZ/dbzrVuKF/pUTLrGT6rCo3kUQjJhG7zId3Fxcdg7bo1lrfs5+PnEAgPDK2V4hQUeGNaOwVfBOn81t07aG/rwJpsRweflY+nNZHmJ0uVBNQ0wcudynK4urtyjSmweR0x/2CCv8HuXhzYu9dAlNZXAUECtv4ylXKeBrTJlwRoRMc6N8fOnkITNdO9O1V9R/mzM5YOdJYAUNHXnICBN6cgdwgjvtPDUQBd9CT/pp0J/l5D11lJY4peP83rmYXI25dKCAEyUbgAgz6jf+Ig6teqWBAFQsrKEsX9droDdD2dlYqKCtMUVajDABYvIavXyXNncInKgc6HaE9avNZNvX/VgHtz3gZzH4l3aGqa3co5fprjfycwXbj5v+Ks98ff/u3fcnGi8PnPf/7+b/7/N5aW5rnfDt+NTLIKAFGumOzm69Kycefdcrz/l6cwnTEGz1R3fOXlLxBJ59hqOkwRv34oVaSzvdWIOS4+kYxq0RLRVQpqoKMb//GP/8iQrHMB7KFFWMYQHHlzR0+fsmTul59+FlPTnvjSZxowPRVJ7S4MCav88czT4/jMQTLpyFDcq2uw/Lj1OVnGqBTBWl3lgosXp3H0bWJ4MbkFD85jDPMz/YgefQ+5s3/Ne7phjkzei/cOJQFV+30VLUHfxnJwAjbkTWOe83n62WWsz1MCu6NDvUK5RVErt07mmd7eXmOoCnBw5WFZJvEW3asw/4kCbfqISusaGiwoobSuCtNj0/j6F7+AeGqV05MzVgg/JTEBLR0dyFeNyLV5GOeBPMWDpDSQR/YdwNbNm00TkZYjn4n8aePTk2RmXaZtKhLUSIiTm6DWee7qJVQ21GFuaga/85WvmWan2q///LNX0DUwhDyCMEVu+vCZhJhVuksttBTJKVRu+/PAs2qIXhSxrLZbGynYAgigyuprsJXfb85db1Giog9FnWoeCpoQA4uhBuRma7Nke9xGICImLWYnRvOLN6nRd3VgIxnuZ55+yphGL7X2H/70p4aiN+SuwXWCB0WCPvfU0xbY9PGQmk9hpa+2Bpx/TW0NfvzqL7Bj83bs3L7Nutor0vDAth2mgYiRaahMn4IyVL3HBJGI8P5Qa7V3Tp0gkPDBS889j6aeToteHCIzfe3tN/DUo09SoN60xPnHDhw2huTIK9bgxShQRR8CTdIILS2El1dg0eK8w8zvwf11rreEqLrAbN28kc8XiHm+T1HNAoODBG1NPFfye8mHdeX2LQuCW5+ZhUZq69Je0nh2V/quNazWKv99zF50f9KnmPhKv5yCTwww8Hu9FKTy9okTgLsL0uKSzDRZ82YHas/X4vP/8Ax2Pb+Vc1cO4wL+8E++B58gfzyycw/2791jZ0WCSkGFpVUVqG9tN1pLopDWWpg2ZXdxDHXU0D/n0FrIVK6hTi6cvK2dUyB9YvBvzk9ev3Ubx6kxKZXmwI6dRot6v4K1tN/OvErnZ/Q3XU2CpaWtHbdKi63k3bq0TPPdS8hIqK5OSbY1P3HhHMpra82948lnjCNvfp60KPeF9ldCX8Mh4lwxxvMpABRAkNLV14tkanDrMrPhsWLda0hjP/gFaZzXcqfAyklLw2MHDxNg8Sqcl+bX1dODiwSfKqwxR1Dyra9/HWrb5wAejvVQupVcKjLJav62TPef705ZCQpKivEklR7RqONzS+BRtL+3UNs+z7O1g3uUTa31167zpzQUVCc3xYPz+RSCfhxoWShMh7a+qcmqRIh4VTIpYW0MHvnmXjz2/CGzk8vX5CAw/ntg8tIu+H9b/frqSvzw//4vuHL2OBJTM4lcEjE2OmoI+z/83h9YdFctUZuiDPVsZlPnv+mZKeskLtR8lQy8vq4OO7dsR0iIH94/cRL9vVVYdu/GWOcYoi7/GEHv/ykGS8vRXlSEFq6TR0M95t5+Cz/7sy788P1k3C1y56Fvwez4FCanyzCz+Eu4hR9FR/D76MxdQDefvWp4GVOBy6jNBipcJzBGBj81Mo/WelBDCaJ26YIXX6L2ps4hxgQcBCjhboM/yNH/FrUlhYevJwoWE+rs7sbf/ss/ObSbhCQU8NC8efR9M+OqeMISGcn2rVupWQcYOlWSvpiIWmJdvHzFUK8CnpQruXPrNkvOVr6kmJx8J3//439GCYXUlYuX0U5hHOQXgHgeFM1KU5Of825xMZrq6h3omwdewUlCltKSiktL0csDvDg3h5yMLEv7qW5u4F7Fmc/I6SuzZ+U/nayOvh4CFhUeV9QfBQEPaHREuAVsFXMPYqlFKWJWSfu6v0w77585g4vUmpRgrQIBarz807fegAeZ+5a8jea/4Y04Z1IA6a67oxMvPfscGY+0ZN1WDcPbCWwWsV2RwVy32rZmPmsctSMCFE5QjO5f3n/HLBPyx+p30sTkK3rkwEHkUJgpaf8mGQI5uHW/cQZR6OXp6W45oM6fNZzCRebRLDKQ7QQr6oTyk9deQxEZz65dOzEwMUbNPRBhfJXX1FCYdhvjkR9NieF6Lk3GzhhfEnoSAhIV+p32UwxWAMjODl8S5GlkmPJnSuPRPui98sNfpTA4ffkSJoZGTKs/e+kShSrfx+uoMbraUk3y7EjbFLByDudzrXytrL+qZ9XvxPBFX/Y9X/LZ9nHPewjIDu8/gPXr1iHvkWw8+p39SM1bZcKSD0OaojAjDUvAPP/00/Zctgn8/MLCEgpJh5evXKbgWW1RniJQnZWp+Rlr3WZSQYDBZuOYr+akwCpFpSslQ4XDC6g9yayu931w9oydR6217RU/o8+pak/GKnUrSTDaEnj/8NJFtHV2I2vVagNrfaMjFkDozvdr2Z1CSS6ga9eukfdco9bXZWbYjevXfRxYpjFDkNrb3YUN1KD3bNlm66Igr9dPHLO0HKUHKZhH+y0eUd/QhDfeeQeFhbeh/rSe/r4IDQyy8yqeqTZ0+swR8lelvx3/8EMEUgPfwLXWnJx0KNNxs3yunP/nnn/eqmaJbyuPWvQjUKQ2gj/4yQ/RQeAbz2uJh2geukIcee6W9RvMCiPgoLVa4oMLIIkma5sacfHKBd47AJlZ6XZvvedhGA+VSXblkBkuPDDYGq86Kz5oknppc1b+/OAwvCZExMVvaW7C6dPHMUbi2rR9HxLJxGTK3Lguz0xvioL7i7//W2tRNDc1ScSTiCpqQsd5CC6RYAuLSzDPs7xHpanI3GbnZlBSexQhEe04+u534eNVhe7m4xjtbMVCfR2C6uuRQgE8X1SOXjKunvFWVJPZLPveJjHcIAG44IWXPfDMs2G4UvYP8ElewsyIOzWLUATGr0bomkzMhC9gMaQZixH5WJq5x4MWYRVmk5I68eRzicaAnUPPKPOHiNQ0qYU53LlTaGkIiUkJFqWqPCuVe4uLjEJ6eppFpUkDyMnKxqG9+3F4r2pmLuJGSRECKUSlReha8tOoVun6tWstCld+PmmTZdRWrxcVGAOXea6Oz11PZPq5Z56zoAaZ+lzcXMw0Kv+gGKI6V2zdtJmHocHK4eVkZ5twViEDRQ8Hk65U6Fk5ZxptPLwqaKAuG05m6hguuEcw8vrxo2a+z0nPMIauxPcEMmf5IQ+ScWiPLYBFJ5TL1dvXh6OnT3IPFjE1PgYXPq/QbwmFtQrAKx+Oi2jalg6+imHv3LbN1km9Q1/78Khpa4quFgOP59+lobe1tFqlIAVccTOsJFz+jRtw4TWM0XAOZrp0vjgdCbbtBB6ibfmg/9+Gk8YVWaqyehJeAgAD/f0mrDKoUVy8eAHxkZF4/PHHrKB3c30TxoZG4SLhy/dKI1LhBp2NZQoE0cxlgodpajtiqrqDrfN9piht1NH5osx8YwKSziGakylVxQemCFRUhEENujNSV2Prxo1obe8wn+ow12ILtYT/k2d0DuezzhOMVPPsinYUTKIoW0VVb9281QFqSe+e3u4WjKOGCXKjKHBlcXEZzW2tqO9oQ2xYpJlSOWOjAdGDUnNyM3PM5SKwJaD8OrV2lWRTOzKZ99UUQOvqpDvNaXRqApepRd/iq76+AUNDg3Y21M5OhQYGenqxdcsWu5WqfCmf0syvXDvrbsTr6PenL5xHY0Mjdu7YZrmaP37jVYzxjMh3r+4i97h3So/SniqiW/EPCvZJJz0rN9Y5J30VoFRbMMUAtHR3Evg3oIWCsL2pGX3kZ90D/egngBXwlrVgXVYWfAl6Du07YNHpAwTS6pQSTl6rnNszly/jxvWbyCPdJsTHWYnHHWoEzX+iCtG9nkPAKpPnLjo+FjeKCtHe04V4nmMF1umd1vOSo4oAubOjywKalManAg9y3TjPgf4vEK8z5whWVKrUPGnnHtoaa5FGYJ2WSoHJZ3V84tMfD63AFLpUIIClmHBuD05wJTGvHDrM87PzZn5RdFgjmd3tqxeI3H2wc+8hop1Ee58JHb6EenSvMCIt+UsUEKHE6UmiTgkDXX+YWpgPhU5GOpk3BUFDcwc25K1DZmYK3r/xT7g4cRNNcxPwHnZHsKsPxoiHb85P4AOfKdyIGMUzX8zCn//5b+ArX92Br35jM/LWJ6K6ugIXzp+Hb5gHchO2ITd5B1LTMvH73/o9BIb4o2moCgvt8/AYmETutkj81jfX4RvfzKU2ItTtAAwa8scpF6qTAkG+IWk6mzZsspJjHRRwP33rLQtOObhnj6FGDZlmFdKtwtntRO3yk9RS6F2h1rPEtVOuo8yUivCUliE/sYIZgrgXClhy5/27iGyVWiI/jw7Yo4cOUWDFWUSrGLrMNu+ePIn8kjsWoKRIYTE0+TKt7ivnZ6Yy/lP3CgVYmCbCwxYeHoodFCgKBHKCo48HFUx37peKIqinn6I/Dfnyv481bX5RCoeiEWUGk8VC/skJageZyauwU+XSKKSl7e7btduYk2hBAV/5RXfN7zQ6PoqYcDEoN7RR0ywpLrXgix3UrlXEWgEOMn2JqURTe5T/UZ0btF67t++wAtmalzEHvpzf6z42+FXzdf79fzfs2Th0/TOXLuCDM6csl/Hm3UKUVlbwpLqSAe7DZ554ytwX8q8+dugRHOB+K+BCifOlpA8Je627t4IveE1Vvnrl1V9YukFySgqZ6jgRf6Ctne4oU/etggIUEHzlpGcaOHIOzVfrqtxOVWsRLYg+FKmt86R0iJGxcbgRkO7iev0fC0wugwS6BE0tr/HqB++inYBkM4Ww/V4T4721Jsrz1ddC7pfKIcZGRBm9Kn91mWdfVbZUXD4oONC0aSe/lTYvepd/TFWPrt4tsOIoslCo9+x/JUPs6utGLj/raCPmoCuBTrdFWMm4Z554ArsICgW0GtvaeOll/OYXv2x0NkIwpgpLVwlG2qnlj01M2DrpvgItilQ/uHuPAQ5VSzpNoBPHuYu2rt64bvmnuq7OkiLi46JjsTYnB8mkcxManIvRC9fCgBi/tnd2km7vYI5n9/HDR/DVz7+MtdlrMMD1UL3hDwgIlI+7Ye06i25W2zaVvFO8wTifW7m84nWjQ2phGIlVq1fZtWUtEOATvcwSrEnLFlDT0Fzmpmdx794966wjrVFmWM1PAnWE/OMG1zaaZ0gmYEVGi88qGnZCVaJIP6KV42fPEnRUITs11c660rR+8Hd/heLzR8kX3LH38ON8XvGJh2M8tALTpkMEaGdEr/sT/F+ZixiO9knvdAiQYjK8pvZ2nDzHzSgrRl9nGwLDIpBHBBlLQhQROK+rLuXyCzg7XAwPq2zaAl585lk8SuLbTs1oGwXpxrw8YygqdVVQfJcMuxSBXj74+cm/xLLXPBGxK5an07DgcQSjFCJD0QtoT5jFbOw8mpvr8flnv4IYEhUfCnNzs7jMg1Jy/RoFbCyZ3Zexf7/MdVl8TxRC/SJxr+weess74Dbng00JB/D17zwO/0CZ7iQwHQdZo7O3h4LuJooo/HR45Es7fu6cBTYJbCgBPTQohASZbhpKL7USraFSBlQzVJ0W+gcGsSYjy4JxVOdSRSNUoOAEBTrxAYVksjGNIB5kaZ1q0qw1EePRHtnB5T+Zk7SwYm5qj9VMZseFMT9IFIWTDoSCIRQII+aiA2TjgS0VytR1fmVJsP/b9zLJSvCqE4OiLZ37rtqsKhWnQBeZUD/k3l+9dQNRZEQylck0p4AWBVjoGVSBxnx1+ifGyMvLP3X9Vj7uUTuSxqQAIa2FzMKZ6elolW/Ox8uiUGWCc85bz6uiCOooooRraWS2HhT+ilKWtqQCBTb4MFpLJYdrHwz48Tq6lIMmRfNkivrZ8Wg29L5JagqKQg7mPg2TuaXGO5Ls1XVCQ91jblNjVhBWbFQkgnhW9V65H7oH+sx3JqCkvD/dSWhfIOrYyRPUdgYs4EKmUKUGCTCk8NrK+dPzO/1hHw8ShkyJC3x/EK8ZGR6Gzes3WCSs/J6dnV2kP18zXT8oMLVnjnPseGLnsJ9IEwIHQxQ8SlXYxD0QSHP4ch3vHR0ZRSMFvSI0FfinaFQFnZw4f9aKeChKe/eW7fDy8UTPwAC1RUdkuIbj3vqO2iUBRw3fL83I29+XdBKEMQp60YqCcOQysD3ie/VVwS2K4pXwlCVExTTe/fC4joCBJF1Y1gmZ+ru7lRs9YVGsiv5UMI6G6vDKv6/rTUxPWZ9e0ZIAo86+wIlAp7Rhrcel69ep2d60SHP5cSVknCZ80YnuqSpbqpCjtB2BFtG20uVys9YYP5DJVgUIUpNSzHKkZdQ9VahAkc0lpeVmMdGZSktdZevfQY1ZxeQjQsIsqvUagZf8nhKAirAVn5XwFN9U0GR9WzNOX7loGqPShbRmkxR+CpSUNUkWw8SYWOsIdKe4mMpQrBV3effDY2jlXu7ZvtXOrdJ/FIdw+thRRHJO23buI9ilhs7nfBjGQyMwnYzP/n9/Ms7faXKfmCC/1V/0G22QIRu9hz+r4s07J45b4IvKdaltUcLqTCz5+sPLz5FjJE3MuBEPhDZWQ0xM6HCZv1PotnwvIk4xbQc6JMPgWyWEFEnZRGFw5vQx9De1YYkH18czCX14Ek3uf4yEQznY8cVVGFycQt9gJ6b7FnBw07MIjSIibWjBNJFZfv51tDc3kbiDEZOwGocoMOMpzK9SyyuruIexnhkMt3UhcCgMkVW5WPe5dAp9adsKkPiV1iWzpiI+FWikIgJibip7JSYpX28uBWF2dpYJp3tE3e8cPwq/AH8zqSjvcZSaxjAPuJikOrJnKWCAaynT6wAPiPxwitZT9Ozd8lLzDUlDFVOxfeE/pUNoD8RI7i+nMU7luW4gM1ee1ieEI1923LUF9jvH/uolplBeU221LLXuqjeqXoIWYKT9cr5X//RhXkN+kOq6Ohyl9qVka/mW5JhXxJ+i9FQH9uOcQSMcTcBxf/3s+P2S7bXQvXJv1RBZYe3SljUU1HT6o3N8u4vlUiqP0uZuYxl3i0sITmrMtx5BDVmivYtg5tX33sbg6CjSU9RGS2uwTOHUj/KmcswtzJqP6P6vOZ8lTsvVQIFzcpqbU8CozdxGavMyP0toq9mv3AQmdPl2McCJiTGCn0yjU/mj1L5LAVbtXT0Y45qoNN07J06gua0FLzz1NM9DJEFUrw6A7ZfW+ipBgxLqFfmr1lLO4CDn0Mx0bkbIEE9fOGdaraJiVTlJmrzeP0pwplKHG8grBHCcQ3WZ7Qp8JnvE+8Oe0W7igiru5UWeAwX+rSYDF4BVvV+9Xx+pqqm1yk5B/J0aKau+s86BKtGMj44gkiApIjQY+XfuWjEKy/GlQFdQofiFilPobCtKVrWJl7hunQRDMz3N+MIXvmb+bNGL7mW0of+033w56U+/lFBbIPBJJK0oTUa/FuiWFilzu7S1JJ5pmUxV7EL7pE/ef0wzr9/Mv4lJ8qlKAlTl6+rezlQjvUfaezvBv3yTVa2NmBqftD13zkeXUiyCgvS0t4o61QelFcoCUVJ1jwIsBumr0+ySTsCgzyn/Ulq0XB+reM4d++SC24V3cPr6Fau1vJWKguJJ1Ct4cnyKdJxiNHKrqNj89SpxV1BSZLxlZnIaCdFxVqFHgFg8RrxWtaCVASH6kpBXjVmLL+B71CbOz9vT4kO0JzLPVvNa+dcvYXlhChFRnHtW7v01//THw6NhagKkUH2R8HLay50T+8QE9T5+EaNsaG1FNTU4menU/Feh3p4kuPVr1mDPzh2WlpCTlWNFEcypLdRNRiL05KyuoSEbvvwLivaT6U5VcxxM+lf3lcYgbUQ+HzmsVZe1p2OISCkBO9e9iLamDLgspSMhYwaPP5WKpOhEFF0rxXylO7ybIxGZEYkf/vInhuIPHThE7ZYH2MsXMdTg5KMQihfhNTY1YNHFC8EBfoj2TMVg4DAi10Za5Z8H7fli8mKkyp+TaVE+G11XeZDhPDzeRGsySemeEkbq5SgwoPdbmSsKFwkGmcAmyaCys7LNFKPqPDLryGwpP28z166xpcUEglJapM1qaZSMX37vnuW9BRIxyrmv4BihazEICU4NHVRFqjr2eNnm6LJM5sVrWw7l/dFNIX2JB2yGDFdmq7s89E3tHQYE5Ht9kFC1J9JsNQ+1wpLpUP4p9ThVtxiHGVk5aNpLx2cU7m95iBxKZbFr8j+Zz8aEnMnwlfupuRuD5HPIpCmgIG1HDFgHX3NX5wf5oiSkEyKjrQOHDxF+//AQTp6/iJs3yimoovi5TISGqTLKDC6VnMEHRT/BwHg3VseQqXgHoryxDF0jLTZfL3dpbo7AM0+PFc/MNRQwUsqQzqFM2hpOelAEu0xuTp+/BJnoXkE/AkcqIi+fmny/3mTs2dRGVMRgguuhzjtKXVBz8DpqXe1khGnJ0sYdfrNPnAPHctn9I0PD4ca56hpq19Te1orCilILJtmUS7AUG2uaiHNo3TScc3ZeV18dAHnZ6jCrQXeAl7d1PBkdG0EeNU0nuJV1RFGikWT0/jwjljNKmo0Nj8LVgny0UsAouV99FlWyUX0XBSDEL5RvKp+00okkaGRaX7cmE+XU4k6//RNkrNuCdK6LYy6/mt+vG1oXnR0JXlsR52eogTlzWKOokX0c9MS3rDy7TsG4IGBPDdTScbiHK+8ZL788XwJDMm0q6EtncuV7tC7S4hXwpvQSpWr5eHqjiIKsgQJJ5mppx7q3c/X1jaxNKtCQQgGnvE3nUGH14rJy0r+v+XV17nWeNxGkCayNko808roC1bLICdQmKdeTZ0CRtyoUIaGq4J1lnnGtgXiu1kq+Wp0tH2/yCQKGxiZH/W6ZujXqmtUS7DzcSJ/JCcnYvG034qkZr1y3T3M8dCZZqf/SZsSEZPITw9J4cIIiaJn9Tpw9g7tlpejp6kZLf7fVWVS5OxGegkHU0FRCVEhHfhsFB0i4KiR7aGjYzB8ifBMK3CxFYIaEBFsUokxOVvvz/vj4EPGfcuuycnLR3jMIT29/rM16FGVF0dTswuHp1451GxSSnY7aew2YrfbEXKkH0o4kY9xlDEkkGjnrU1LT0dU3aAdAphTlzOmZRTxpq5OxYeMmbNu7C+1u7RidJbJMysBM6yI8w+4zSq0JX9JcZAbUc1Zz7eSHE3NXJQ8jNAoo+SSbOzuMqcqEpWAW/Unro8/KPCfkPTw5ZmheB94ONK8vZiSAkBQbb74KpbNoN+QjO3/lMq4X3qbG3WwRrjosA4NDFjW5wMMic5TmKW2hrLoKLUTy45NTaO3sQsnNC6irKkNmTh61rXkTPtKS4yOizYejYgVifosUtEqMdpqiVg5Lo+nvQymRtHw52meFqg+QcchUpJ6L2kfHcGhuMrcq71I/67oaEvLKP/2IwrqovMTMuPIridlr36Vpap+cUYpiUip4fu7KFZSWl1nQkDo/OHLgqPGT1i5fvY3W+lgMtj2GgX5PxCcukkuO4uzdd1DYfIrrMIzNafuprbrjb979v3Cr8wSvOof0qM1Q/dxiziPYP8iYu/ZAJtnL1JjUfV9Ry4pKNSbI+dWRObVxf0MIWhQZrOdRabvrPLPSwGQp0HX0N7Vky84k3ZNuisrLcf7yJcxQe+ikkFIDawEHCReZCWU607N/Yt0dx8BoJJqMWIJSjYF1npSTLLCzc8tWK1zhKDH4q886gMa8Fd5Wqpb81w4w86v3yDQZQQFyeO9+AqJFK58mwSsGq3KJKhzQTWYvi5DSj2R+9L8f6anoZM3Dg6AhR8IwZ41puhrSbvV8V7iGCWTuyu2UdaS7dQhHf/EGmnuasHHTLuQSZGs+D9Kaczh/r3VXmpr6r+osqC6r/qa111xXaoq/7nr6SVq8mjEoUE48Rb9b+V41crhL7VJVs5575HF7j1ZxpVtGAEb8S8Iyv/iu9eaUZivepsBJtS3T1cbGxy3oTi4PNbdQyc6fvfpLM9OvphBz3BGWNnX91i3Tsvds32HpcVorK4jBeQlIxlHzk+CTAFV1oq2bNiGf17tTWWomYLXte+XNN+zs7t+15z4dOfiGhuhWQF4+f3V4kRlZub9llZXo5N5u2bgNL774EnLWrne8+4G1+7TGwyMwSXwiNBV8Vq5QdVWlJSzLj/DrhhZckZ0KLvHjxgb4BaJ3sB9xIVEUUEDnjQHMBM8gMMgRoSYHulIZ5HNpo3BVnUqZUlKpEYgBqLqFCFeh4KqjeeN2AQZ7A1FbG0btRUh/gszQA4raU2K9kJDKzg0Pj1phbz/PMAz2hFI7XUBichv27HWUvAsmCg7hnMJTQpD3RA4iYyItklBCR6YrIbsEvk9EKpOEhJ6QqVIV4ijwIhOjqBUEUPDEovNMH2pf70SLazPmvIhKg8i8zQ93f3ATxVQFDFQP0tol8dc6vA3UAE+eP2cHS74prYfjcw5i1D0v3FBrnztYS8HX1ddnSFnVSXRdRdVJO7EEaH5Kh1T7lV9YYH/fvXkLQYOjxqUKKyhYRM8igaTrq/SaquDc4vuV53n7bgE+/OUrKC+8hZe//i3rriGTqoKCZHaM5QGT8JMpTZqzAIARqd2cG2ZfYQ1rKyksVSUqimBD+XXytZ65dBHlFZVmKTAT/P2Pas4KStHBlBCRdiAflKwaioCV2VJJ9DIfaU10T8cKOwoLtMrMS0Hpz72XwFEghLQp+WZl0nJoX8u2XhLwF87MorPNj69h9HYpz3ICvQMVaKirw8TgNNTDsbanDBdr30BXbyv6qP1tSXoMpy4SCJZUmPCRz1GCWAJKAlMgQj62YApCzUyM+5dvv2m++3gyMhUukPDoJgDpoKYozUUBP9onLZpAqDP3UJqzF18JpIkpMje1BVsgjaSTGW5au9aYqQDlyiGhpytp/fWNhLmsAbG8r2rMKmhM+yaTm60d/1O6gH2GY2pqGlfzb6KyutqiK934Pp2haQoHaUmyJKgikASpAr9ieCa11grikhWohmunKFz56WdIL+l8j4KZiqvvGeDsJCBS4+WNysO9b2Y00uE1BIAEEGV1UE3mW/mFuPK3BejJ70anay2eevJFpFNL1/rdxwX/y7j/2EYb4wT4r7z2S/MpK6hGJl/RSAkBhASCgqPkrtB7nesoMKIcRvlA1cZL9Gl/58vojS8NfVXE7jWu1QiFoQSLfPTj1Ogk+GRdUQSu5qMUsEs3blhziQUqEutychDOvYuOIYjndVSBqYHa/4enTxkPyCWQ4ETMFystW2lPjtvyajwQ6sSTTKErk74Ak4Ci4+/8H98yNDps+bbyyQqgCohNkG/KVSHwL/qSJSA1KdmA58pn+vgZ+Z98rOKDjh9VfciLSo+vAS6BGs1F59Pe/BCMh07DLK4ot4ayG0kcMn9JYBrhaoI8dOKV9jOHEItMRirKrXZeMRHhCHUNwbHfv4zqyy0Yie5DRo7SC9xNG5XT+hIFciUP1vYNG7GbWp42SHljpfydDpKuJ8Y4NraIoptBOP2hHyorO3g4byItTf5Pf9wsuG3VNWSSyFqdDk8K0hRfb8RUXIFP3yVEb3BB9sZVloqhVlM5GzOQsysN10puoIoELb+QUK8YgroYSGiK6XySmEQ+DvOrtGUxkFtH76L0VgWaXRox4zZNjc4RkWpD+8eFUUURoVAxfYcpTcu2bExKaRBihPIfyGlfRwEhP4pMIhKOMsVGcS5qG/XeqQ8pDBZsrrqwY0q6ya+G/B8Soqu5T5vz8ng/F9MSZe4U+BAClcnzHrVetaqSKVdBKiqT1USk31xbgdmFJXz9W7+PvnYK1J/eQFBYAHLXZVIw8xDxHkKzqiDieBb9RuJI89H/lywyVaUMe4cGsZdoeHPeRmMMYqoycwllq4KIhgoX3C66g9tE4ctEs1npmdYWTExVwEACUoJPAluauPOeYp5K21G5wbePHzPGrWcW6pc1Ql0ZFHWp0Hk10I2LpGbK+dfUNFCL6kRk6BK8fYZRcLsf9VVjWGgrxeRgLeamuR8j7ligll491Y62eyEIww4yKu41tcjk2GTe38EMpWUp9L6MQlF+HtXbrKypslqh0qDlr1c1m5auDqhWqEzYCuKSJiqNzVFZx7F/Oj/6XmdJ5d7kY66g8FKx7AAfVZYKw66t24zpWpSkfeqTQwBDF9LfZK0Q4BOd2lqSniSYPqYX3Ut7JjShH/UirahzT3wcgSAB7IXr1yxFRHsgE7L+LhEr078q2qibjIKyVEpPJSWlJY9SE9YZUqCMrnn07CkLuFGlJdXJHR4bM1eLhJKEpeajzyovUjm8hOgEudTKThfBPzYMbtGLeOGlz2OUgkxBWjJtquG2nsfqzfImemyJUjuZuimFzgR5i4ogaK2V86sAnBu38q1ikVr7SeNT0IsApD4il8APf/FTCwhSSpWGzrlzuTR4G/u/AI3iBqyWMq8hmmyndv7m8aNmchY40bqq8IZyX1WFSzEWijtw5mDq/L9FutV7NlGoq9KU+IPK9vkRiA4RrOoZBVQ01Nw5jedXsQ43i+4aMFHwm6xzWgD9U5T6R6Rb0Z9VdeKqyFe+OjHZhKDM9ZqHBWzponw4rb/zpV/aF+eL//RsAsYy3UrO6A/6p78+LOOhEZgOIlT38nBjRrlr1twvn6aJiXyIesjc1cpJIeOah/KVDJHy5Wi5FYw5anh33itD4Dov5D6Zhpi4aAsaUDTYFRJxEJmchPEmHirlKApNy9ZeWFRkbY+klal6i59fOMqKPXGvnHNbqEZgRCvS0+PNhKDgAh0mod88XksO88jJEXgd+2fMj5ei1GMMnWRo6pUoc6F/YAARfKyZk2YmZokUs0zYqzCChLmRxAMbsHKoKPg1amQhcQHIezILOTvTbI0iVGCAjEAh/C3UDCQ8xbwkIMSbdLjFeHRtCR4daAUWiamptY4qh+hZEsjs5GdRuLnMmHWtzZaSoyAOa5HGazkI1zF0AOUzFDNS/qH8Y5qHgMa1W7dsrVV1RJ9XsrbaipWUlxkTtrJXsVH46Nh76OtppXbhjS/9u99G+40eNP24HwnJsVh7JMPm/GvXhIJrcYkMf3mBM3IzM7JM+BLIHjzwClsvKS4xP5gP112RyfLVSkCooPtbH7xHsDCJDdy30fEJM3eJsejQqyScyoi5ck+0HvqMtHOZsNTrU2XwFK2oqEtF20oIyeesfMb2zi4UkmEVlZSQQYejvq0RR48dh5fvJL725X2W3lB4m/Od8oJf6w3EDlYhemQRvvda4NHWhyLMwzU+ALGrgvDY7scRGRRpFWJUU1bl05SGI9Q+PDJqJki1WFORdwk0adHaW5nQLty+bsUIlGsoi0hQEBE811jDuYcWhSqgwHPjXGOZJuXf3711u+W2WhUpvt80WzKyB4cE5gRpRMxfEb+1XH9pV1ofp2C2cf97/V+neI7vkTYSxXNuwp7nUddq4LMoV1AgRsBKH5AgkBXptffeRfdgv+VQCtCIrgSSBweHzG+dkZ7uMOFT0OpMKg0jhu/9ObVu+Xu115+YE4fRF/+J3vMb7mAqYgK//zu/h1k+9oXrNy2HVL7OWoLKYAp2BdOI7mXmVv/TgEB/syLozMkqJfOw5iqNT1YMmTAFGhUprlZ4ohfxFeceqERhLM+O+N3Nu4XmWrDiFysHF0z0J4Akn7yZxvV7CrR5CnVd06xI/KV44Qj3tIOAVbm36mKkRuoShHKHqEOOwPDnnvuMmYElnPQ8d8vLceHqVSiFT2ddZtHL1GjlEhNI+OU7b6O7t8c6Bgl8amjtRGt6HkXEOjVk8TKnC0vxEpcLbxPIzSOaz2h0pte/8fHQCExtnghEjVnVD/FOVbkFqsiMKhOCyrSpIXMxmaFqfyqlQLZ1mzZhqA6XUkS8/TyRsj0OWY+kIiU90cxYItprd25bRJxyoJQjJ8QpLaqcmqUOUzgPqZCNtBl3D15rfBJLN8/Ap6sET341E14hI6hurKPmEW1FAaSlqSbnUls75vLzMX7iBBarquTJRx+F4TyZtRcRWX1DE1opzKS1yKeoz4mpKAVBWq3C/oXI/p9ISQEYbxAh+gZ44rFnDlMIRELJxq6u0i6XUXC3COfVvZzXMhMan+3UpQvo7OvBqrgEE5piSmq3pbwxMUGhePlYkkjwOpTN3R3m/60mQ7jAa0WHReDArt08NJqZ85g7hoTp+etXzW+o1k/eHl4OSMP36prePLBqNSUfspi8Wn6JoWltFXyheY7zwA8TfcfExeOZ51/CaO8Iii6XI2lbNLIJCEQPDxKlhkpqqWfmuXd/hjaCpzUbt3LevB5RsjrlK8Re8xUoGCFDFTK37hJkEAIpvDA1kHXYumGTCUVpydJWBCgU8HL5dj41txpjBGIKGgoc+Zef/xwdZBxx/L0q6ChgRKkMqvzS2NRiWgwlhpmP1Rj7FjXZrPRUPHJgH7Iy09DUsIxbN72oiYYgK2Mayd698OkdxfLUPK6vnkebzwICVy9gyX8A6ZHrsH/TYdNKdB9ZF7R2KrShYgsyJa9KSUI1AVkH6U85l9onmdHko1Oiv+rztnfNYGI0lPdUcBMfREeMS/rhuTO4U1FqtKxUKVVukSlTgUvSNmVKU16fKi5JeEkzcg7ti8znwxQQr777JoYpkCYnpnCC11RKhQI/HH5Lx3Duo7SSyvpa3L1XYc2UtQ8KApMP05dCRoAlKzXDzpbW3SiO/8nkfezUKdJlLfrHqO3x/YoSlRlP66Kej71DA1hFzUbdOazuMO+roBF3ng9FPetcr6QlE5X6Uf/juvkF+iCGGuZe8gYJjDoKODV+UOsq+fIUECVLisyrKhQvC9OqRIJkrpkAi7T7H7/xGgHxOFwI5lQJKIL7pHJxsnKoML/KMCrQUABBxT2UzqM0EAWH/eT1V6XWmY/wE4PzK64o41m7ZnmQIbyfCnBERKi5Os8Rz5XWWtq3Am/UIWaW56q5ucViQTx9fWw/pqYmLMVOWn8EgYTyqiXYtA7CQvo5mXPRfpTy/L/34XGMDA3j0N69lp+psntGGwQ4Wke9pKEbDCdIAAD/9ElEQVTHUIjr3Di1d+21aEB8QMXgX3/3XfiSN1jHFv7uVzvwb3c8NAJTphfnJJpbW/DeyQ+tAsZa3mt4ZMjaJimHR0WlY4noRIyqHKFoWhVoXxLtiwC4ucGxQQgM9b+vvblgiAetzaL+UrBxfa5FlJGuUV1dQwKbR1H5XXRRQ+gYGMD09KRpjDNEl0vHf45El0ase2kPGZk3LpzvR2dHJvq7AlBc5In335rD/C//Gjj3Jjqrq9EzSyIlR0rlQQv024ygrBepMUUjOsqfTHkVD7svAYEbBZSrCeoyMnjlkckXJWqS0NH4X0iLz6iuC5s3bLTOEaRIEjqfVevFl8N0NExGkm4HVP6i199+20xDe3fsMOak/DTVtVR0m6p9iCFERUaZxqxiyDfv3OWc/aBi3Dfu3rGC1UKotifO1/0hAasgkykyZWnlVuGDf9aBUyqD/KcyVzYT5VY31ptw7+ntw407RPI82CpHmJmZjd37DuHgI08ghBpZYFQgsg+vRuaO1ZhdnLPgINUulRau55TJWsty+dotnDt3AldPnkBvbzdeePnLJvyFkCXwFbUnM5hMkk8cPmKVgpzRzmIuMhtZAAnBWBkBjvJYVeRbeXJC8iXcE3ULUcCK0HlDUzOauzqtEL9KAwq8TE9MUnsgYCIIEOPQszV3dVge4tZNG61ptrTQpx55DImJSdRYqd22TeH6hQkkrVrGC78Vh22PbEFXYyNGejrQxfVcDAnDyMwoZkYW8MLeryIxOpWP66hz6jQNCwj5+FCLJoPTfOUfUp6k/JP6m6wLinxV94h3P7iMC2d8ceVcIgXaEu8rKwO1CmonNygE6urqrKOKhBfJg+vr0A6kS8raMzahUnuOFCpFG5dS2Omzstb88LXXrDi9kv1Vqk4m9+mZaYugVuN2mY4NAEtM3j/X+rmEQOf6jZsmgD/86JyVGFSal9wDpbXV1spN/j2rWctn1L7r2QV6pK319HRbGTd1JyL5GyiqaWjknpVakQKLXuZndFOlPWmfFail/GNFx0pgSFjpfGl2akN3/PRptJOOdu/YZfQjDVE0I9+2NC4BQGm/KjwvH7l82wKZEuwSoHIN6Pk6uA7yjfeRnvSZYF7Lm+dJJl25XRQcl3/3tvmXdUZFk++eOmmgZJyCVsJH501z1NActRZK8ZHPfzNB3jtHj1LjbbZOMK+985ZVQqqprTUgp9zhBmrDW9dtwL6du6xIey3PvAIgBYocTQW8qT3esHVWgJpoRuBVGqeEbwmF843CW1Ba1bOPPm7nVOsn5cQZ/MVp2RDwkuVBLy25fq1c3hMXLqBD8SGR0UjhPWXWV6qX3nT/ozYE4C0Tghth9YV1kRVDLROVa1tO2pLLwczBD8F4eATm/eXUPKTiqxj02uwcMvQQK1Ml5iWzw/D4OBmdNJvVZp5SbqD8GGIinqpHex/t2D9+HRkdxR1qc4qaVJku9c8UV5C/LjNtNTc0Cznp6yxXr6OjDYnUWiOGxtD76quYo6blFuaN8AO74R2bjtPv++Le3VgUFy7hTuEoGmvqqD1eQftEATqoKdSRmQwuzGFwzgN3hg8jv34zau4lkFmmoLLcC+lrXHjgybzJ+5PiEq1YeBQPk3L8HBGGaqvEyd2fv3OoFF0ZBbJCyy1P7k6hIe2p6VkKriaLqBzg57VeInYRsSf/3trTien5WUsP6CODq+R1svmcqnIjYlXUrEyaOqwBXNv169aakFUdV5XHkylLQzNZSR5KxFcR8yg1hyXylkVgem4aP/jJj9FPcKOE6UkKlfyCQmvCK4EZExVjZbLkP7IWQNzPYPmrgh2BNXru4MggomIvlHN/3ztxHAVFd823Js1Qgl0m+rgkCnnvIJw8/gYCvAPw2S98xfZznGtILkmGnWqoODc7y5iCaSu8voarDiYFgxhlfuEdFJB2FrmmCtWXOV8AS+2c1uVkfxxk9Iu33kQhGUlKdCy2b9uKCAKKZ5960iKdxUBktupUJSAybQkv+ayVkiMm4+3jhzHui6+PBzzqi5B8/I/x6AF37PjGY4hISUTqrj0Y6u7DUu0YxhZy8bvf/R6e3PFFbM3dYYLSIOD9uWtIS7OToi/8Ku3TikdwmFClFJEGLzNpeRXBSkkABrtiSew9WLfOFRHhPiboLlADUjSratsaEHEKNV5HL7W/EwBJjI3n3P1wreCWBdsszcyZ8MqnlqWI0Jeff8FMowIpPT09UKNq9eLs6ulFPbUc+SNlzdDQ9SPCI22NNGfRrRL31ZFGAvbK9asY6O5FBQVnVWMdgVimCUQN+Vll+ldEpkzTEjZ6fkXzKp1peHQE3gF+FsHtTV4hZq4H0ZpIsoqG3jtxwvyL0vY0HGsJ0sFtFJCvae6TMzMWpCZArXWRVp8Un2j3lslbz+60LBi40PXv30faogDEJvIYRYWKxosqyq2VnEySys1cpBBQao9iBgTYX3/nbWuYvcDzpGCeFGpxEly2FxQo0uLLqPE11zfiycOP2Dp0d3Za5GpLa7sFDrVRkEfzXglKHSFwUtBVVHSUVX1ScRG5bWQCF8ASAJjlmuetyzNBKUCilCkJacWKOFxRfhS4u20t7W+kQ7keBDZtXTW4VgJCpLhP0KdA+xvUKmUOzkpLNUuANFANrpSIwL63oeUnABMosFS5lX/jkIasYiw3uD9KVVOQ1sMwHh6TrFbw/hxErDKjyHEtxqGWPCE8fEkxPMA8YCFETOqScOtuAS7euoFCJdFSI5F/TGPlw8hfozxBaQY6rMtui7jB98vf0tEagMICIcEgCrRw9JeEI/jnf425N7+PycpqTJLAPUaHsVTfSgGxiA+L69FJIbToVoHt+1rQNPxn6IstQX/qLDrGFlA1t4yReA/Url5GrccgGck0hvuHMDYQhaYWb0wTbe7eL7+Ru9XGlA9EwUhXyZA++OgMn9tRv1WCc+UziOg6eDBk7htUpSE13OWha+5qJ2otpCZObYBahbq7i9GLkFXVRYn28pOsz8pFeESYFU1XcJQc+OpvePbyFYyQ2SmqbU1WluVuSTBNjU1ix+bNdsh+3VCQxvkb13GJjLeWGqsCXpTrdfzDE5ZTphB5V1cxTz+kpaRZ4JC0IDELqxrDA7ry+T4220kz4Fc7pDzkorXBwUFjNjJhmYbg5YOS0iLUHO/A/omvIiI7Ap5RHriYfxUnr1yAikqrNZACovxMA/jVYZQgUe1TAQoF0lSRkT5x6DDWrskh9fE9fJ+XBxmlF9dfdMefZYpynV/Ewf37TRtSUrZMwJYKIQ5C6ZVEECAmI0SuCiqq1arApr/7l3/CG0ffhseiCwavXUBc3V3E7sxD2L49ZspboKAoIj2dqEpB1/h2zE7443e/dQCerkTTbprRJxmShrF5J4PRet3/XoxHB0gA8cyVi7hXWQa/sSV4zvnjkecjsWcPAQGfTcxJFXSkQWdaasn9e/DCohlZIhqoxSgQTczzHNe0oq6WWqEfjuzbb79XXWCBMyF/0ZusFQJOyn9WIW6l59wsumOVqxRBLG1CLwmgIF5H2p8ErOrwrs3JtbO+cc06rM9bh77+Afi4ephwdIIdh7bqKNKxssOHIt4rKJTq6urR1d9rAkfpUXLDCFQIPOuzM9SoVNdUOanSCpu6Ovhcly11aO+2HdY95m1qbw08YzIfSmBKqxaglOatnqwyGTstFc41t2nc3x75vxXkZkKb8/Tg3OU79OJZ1rmVQFUpSYtq5Zz0MZ2TXdu2O6LCeS7UNckAzP1Rca8SN3nWBWhVcF+056zG9NH1K1YJJyMxxSwN+3btMq3YAArnJkCjNDVZorT2WhPxWIGVWAJdAT397AAOAkvqTetuNC7Lgs6aGk/87S9+YmBbfnJZ8nRva5927oxpjnKLOYfAmoR0FHmI+npanjDXSvPRcK6ZxsL9r++cPI4mrnN6csqKvyvYiTyAa+fpKvdOGulMNYE//fHwaJgrFtUOCDd6hsJulOhRm64ODvIlDE+OW2FtlXpSk+P4sEiLXlQh6kN79hkhrnwYfa/m0lsoLMT8yssqeFhuUuhU4ef/kIKb+X746P153CmaR0fzGGaGyzAxXo6amVm0UagO8jXX0493qp9D++JeBIYO49t/vInC7zbuTX4In6gFuEyEY3whCqEp6UjesB5uMUuYcqtERFo19mzJRk8nD89QI/YemcWWLQrz1kFT9C8PPZ+xva0d5aWl5l9U1wVVX3H6zzRkRspbvw5D1KirmxpxYPcu7OdLfg8VJ3j28SesJqp8hRo6xBJ2zzzyGNZkZzra8RCpSUOXxi4mqfqo9Q0N1Lrz0MhrNhBQpMTHmRkpNyuTn3dofs6hY6Xr6rPSDtXuJ9DL16I2s1MzTNM4SIaqAuptzY34T7/7dWrg93Dk0acRKC2Sn5epaiWzWTlW/s7fz8d8nvKDCq2nxCfxs64ONEpUeuz8OYzenYfnEJlP4CLWPZGFpcV5jPSRDni41clEaFzBN9JOVRdVEZb/6X/8DxOU68js1+Zk4dGDB00Q8+5mbqxpqkPvwCj3Xy2sVGTa1RB/FrUdCciVc3doefrGYS52FBEgc6DccrGoWqCotBhdl69j4cIFxN4thv+8G3zIkHzWZcGNAKe4tBwXbxdQ0+rB5HAK+nv3EyB4YO161WoVindUNnIOnQvVPz1z+ZLRiIQVf2lz0ku0JFP/+RtXEcv5HiEt7585g7VPphNYKM/OxTRL1enNpEByCkutqxptK3f0wvXr1mw7kkxPxS1qKGiKS8vw+IFD5gYRA3QAHj4n90Q0ofQRRWenpCRTi6GgJX2somam9CVZhxxrRqZNmtfnpa0oulPFw+81N1ggkPJ1tWjSqDzJiNU42amdamjtlUKkvETdT8JQmmneurVWL9WH50buAfkIdbf6jlZU1lVDxf1VQcfNzcVqJWvNla+qXNzkpEQrCiB6k7lSFW0aWxoJCLbY2VCbq4WFBTO/SkuzZ76/Zo5nAjq6u60YSEBQIOcl3qXHUFT6lAXxrCevlM/7/bNnMDk5YYBRgtfmz3WQcFJQmrRYCSntsfE/Xl/geZha2wi1rS6eV5V2NL5ABjI7MWW5jv/ua1+3YgEObdAhnEilxlu0EFo3Cbkprtuf/c3fYHBiHHmk/xn+LN+naet6lvsvoze+9HkpGz979XXMT81YzWQNkb1o7KOLl0wbV0CahtZDVivxBgFczVGxJwIyCsiTZm6VwO4Puw/PpVLJKivv4ZH9B2yuzqFrBYUEG9hwWnsehvFwBf1waCJyvCuK77V33sElMgjVNZTvrqW1DSfOnrODry7ess0ruXrXtm04TGGpiEyZC52MQJuu/K73T51ECZmACFimnqToSG72Wly7OIjp8Un4Bt1BRNwlNEz8OZpjC9CXNI/eaTfcm5rDRPACCkO8UT0XibnlGCzPJaHkVgoa6vMws3ARYZGu2LX2cQoQPzx2+Ah+71u/i56hLtS0VWK6cRKP7NiBL3w5Dy98NgxPP5tNotChsEe16hkfUVOTlpa3NhehfB4JtJjYGAsn157I12bEz//qG+tRW1tt5e4sjJ8HahWRmQpf2/7Z/0iMOil8v9ZATvhKagjHjx/n9wtQTVS1OVL7oJZOaq1kXJVcmxoyKjWatmo6JNwHCcIub/8Xg5Sm54mSBs4lK9uIXQzJPsP7dra344f/+DdYGHVFjEcGorh3XkEOxvngdW2Q61pZOPv8kpmXP6SQucS1kcarBH35ziwAiXJp67qtiI2LwfD4MHb9zibEJEWar2U7569I34bGRvN5+Iz4ovbvelDb3QzXiCUzuQ/19VtD2+Ov/xitjdVYlZ5DjccdQ9S0T507h3/8h3a88eMUHD/mg7RsgoJgwNOkoCsWbaoOzU+CQr4XMaO5uWXcKRzE66+O4W6hB4rKXPCTHy+g+rw/frP+R4gZG8Lo/AK6F2cwpeCV1z/AzbIQLCXuRHJiBL7ylc+QIXOfyoZRXxOA7rYRHHxcOZaf3Afdr4waVXFJGdQLNjTUUSxd75F+yWOD5alZLI9NYrtXADxvXERAKLWA/XvglRDrmDvfK3pyXdbTSCjzaSTH+D8JuuTYWKyl4Emn1igGphw9BcpJQ9I66XcSsMaISciitQ4KhA9OnTZzqph/RqojatURMakJ8vqcoMUZ8P7OZ1K+5LkLF43m5EcbJRi+SDDQ1dGOrRRa0nh4K85PhS/G8d7JkyiqJhANCrFgQF1FZ0n0oXmKWet2MvV+/5/+hZpxNYKo0a0yQR6FHdSMc6n1SmNan70GOwmiFV2vvRST7+Z8FL2qdAr5Jv09vdHa3YlLt26Yr1fP5Di86g6kogIz+FMKIeU+SlN0I8CRRaOBgvenb7+JwfFRazogH2UphcIYeZp8zNK0JbC0fnKxXLp106osiT+Z5ULrw/vLEqL4hBrSTC7PqXIite7SDtPT0rA1b6Otp8SMYy3ugyeul97nXOfu3j68fvwD9PX2IoRaYBKBwolT51Bwr9wCfqzKD5/nTnEJqggUJNSd9XcfJ6jcuW2rnXntey/nKVDyxOHDiImJtHS1LiorAi+efImONHRvuW1OnjlrvNeahGv9nEPryOltWJOLI3v3WRyELSqHrH+KJxBtOQS443oPw3joNExtejuJ9KfvvI3+vl54kziiyTRVWV92d1WhEeJTNKg+Y0Siz/F/t4uLcf1OIQWpv6nw+r2Qv1I76knU8u8lxMU6ggHiVTZuFIFhA/jDf5+OZY9C1E6ehWf4EpJXbUJ63kF0z05hItEbw0lTmAksgHdAA3xcQzE14UsmOYTZ0UJ89fnH8cxjL6OY944koW3ZuAn3ymtRer0Ii30zmJ9Zxmc+9yRy1qwiITtSIRw0II1ggdplG7XjPmp667F542YzCyk0PDoiwsw6ShGQANMhUXK5TDKJCYk8EI710li5efpOCeDTRIc6cKqqIjOb9VjkNaTFDggRU5MM8PYlyk7mYd9hicJaMzt8Wlf+e5AoVg6VaLuen29MRabgOaJJaZAS8Govde7UcYz1jGDkugI7UhG/Sbla/7vhMMVqL2Vm08FUgIe4pcx9QrSqYBIZGsHn8IaHlztisyOR+UgawmND4WnNlh2mLDFPrU9qWioq3qxD4ysDKK8vRYtnAx579Ajf5kKG3Iq/++//GWMjg8jbshMhoWFk7ir87IGyAmn8k2QEc7hxxQuNDdPImuXeUza5LXE3uK7LC3NYnBjD9MAUmppdceGyC370D3MovOOF8vJFlN/ps5zf/qG7GFn6CPUuE2idmUcjiXTYbQ41Lv643r4BJ2+sQkdLGMqKA0ij/mhtqcCiSynSs0dx8JBSaz4pMPX9quREApvNpj1PjHtgdHQZ09PLGOHX2uoRFL76LtYVX8PC+Y8w3dsDTEySICawHBCO+f8fdX8BX2eangfjl5jZQkuyZMsky5KZGYZ5Zpl3s5tsk00aapo2X9qkSdqmkE2yDLM7O7PDnhkzoyzLFljMzMzM/+u6Xx2PZrLJv7/v+7XrPvKxjs553+d94H5uBt9ouFNqlup/XsjdXXvMdXMhWr4UaqL4PCFcV5MEre/k7KW0aMp1q0TZrrEJNsfI/Ane5HEsRyhXEzwo97EkBgc6nXmof5lcpNqVSrGlvQOXbt6AO6UQee9GkHFUTO/ExITFR6sIupyx5GgmDYH2SwkBFM4hO7xLahN7+bPXX8Xk3Ay2p2/CkT37TAUsCVHJOuSR3knYraipQlL8cstgpZSa8n9QeMrJyxdQR4Zvnn0qBEPFujvaOrGKY4yNjWbvcxy/ZsLzxL1cmJNfAnEi8ZOYvlFKkcodPD4yiqiQUFOzKnytgTA3QUKulJ2yzV68cQ3V9Q22Jj975RUyC6NGVORIxofo1Ntv/W1J8ElYREx1RpbujTXRGb04MNJZ515nqa1lqupMXi4ZzU34yuc+b/ePj41jamISGYtSuc674irvk7hty8iwMaoLEUq99FztveJllVxGqfOKy0txPTPTPGvlfauwFdc5lnpfTkhSASvpuuI/hYNczQVvjn30Q9W7GD95PZ+5ctnUyK7QuYelPVQSpjZahE9OH3ncDFXY+L3f+i2r2yg1kLhBeTSaKmpxvK6B63+V+VHO03AeAhnpBRiyeYQo8ToPomK0pPpw9xBn7Im09AgcOhJPbtUX3/+Hv8XwXCc3aDn2pj2Jr3z2d/Dsk89i6+Y9aO9vwMBEO9yGevH8kcPoFic6fYUS5y1KOit4cLzIxbXzYIcTYazF2AiBpbgBU4NDHEccjj3yBIKDwzlJISkRI43XUcnIiUHFcMVh9/T04n5xEQYH+81GK9dxmx/XRidC90hNZVyXfaL5qy/nbzWtY1Z+PnKLCs32MjE1gZOUsMW8qeBse3cnWttbHVslEb+8B5VwXQRUWUu0znYg1e/HgGJpExFWHOaTxx8lsmtFLiUfITbdcebCBTI7ffCcdUNU1Cps3J+G+I2q1PLPNxFJxanKI1DexFaFgghMNic5majwr3atZ6gPCTycYxNT+P4rL1OaGDU4kaSkFZETxaXbtzDNsQXM+KOnqw+TcUMYDBmy2pdyeqmVna6sEFFxCTj+xHOLjhaglErO2nceff2NCFs2DMyMYbI8D/HvfAsjmbmY6u3AZFEJxotL0HvqDAp+ehE/edsTl3JDiIC6MD/biyC/bqxOr4O7//tocXsF3asGMBgqZxtPtEV4YzreC8Ux42jDCNd5Bj2dk5TQ/NDXEwwvMmPhCcVYn7aALauj4cX9X4osJM1OTarSjDcaG+bwxuvA668s4G7OPD54exzvvjWJkaIGLKt/GS2jA6gn0h+cnsVEVS3yL3XhRksa+uYo2VIiHhqcI4Fzg6+fk5DcbFoGZ86+f3zv9Z08Pt85fcqKfUtdLglATQhPtsvUdeuMWH7kTvajJBHNZICkMpYNz9UEZ7LPi0gPUxpTXlFlqRohMyIvycz7Oegk0bcQIJ7flJVJ5tQiCa2ecKvQFzmVdVJyko3RslKxqULPCAnW5z7xSctNzEP3gADo0Cib0QQlyTSOV86AtwvyjNhrPaqrqxAdEmGxnrKFy6t1546tCA8J515RqpyQNzHPIpmNWcK34kZlb9VyiXifvnbF0kQe3Lcf2zZvNmIjNerEuLzvk4gPEo0BeeWXr6KWhFlVZNaQGMvup35CSWRtmOxPzK5KhIlQCudpj1ztI/vDt2JMLFczm9ZV37v2813uWUBwEF545llbf29Pbwsfkt+ChBAbPCmVpHhv4jLZ/6VBUr8u3KI+1ZvWS3l+fbkfRKNYk5xiYWXp61IRGhrM63SHm4XLfP8Xv7Cun3n0MTONLHb1T5rGaWPlxRq3EoPIq1j+KlLJ8kv7/GFoDw3B1G64NlleodNE5jLIW+A8N8G12jbQJWNdOnD/QH8E+fublCdA1YXaZOnPhXwV8jA+OWZ5VfUcx8uRXP/wGP7n3/xHeM0GIi1lD2aGPDFJiWDrls3wcfdD9rW7aKyqx2T7NL7+5S9gy64IxK8cw4rE5eifnMRg3yDieRCWkcOS3l5VxqfnZ00Hf/DAcWRs3WGONhysjV1Spg6EXhqDEI64914rBTWH7Zs2YTm5bBfgGwFT07382zVn19Rlf7OkCJQs1Z/Scimrh8JMIkLCEBkRaZKa4k9XJsRjbfIqizNUzJYM+eLwpU5TqSGpZ5RZxNZYz+Iv2TJUmUKIVaoXPVeVEFrb2qHyPsXcL4X8KGZP6hyFtUTy9969B3GcEnjK9kT4BDoIS/uxOOwljchnbt4SEFy8dtVU8oorUwHjFq6lnIXGhkZQ0VCHtvYubElLNXvW+atXiXBDsJ0Mhw2KL3H509wT2d9Sd69B1JZgDEcNo5vS5OoVCdi/cxemiCyL8rLIucfj0PHHESi9K9G/WBLfgEnErZzDC8+lIGndBFp7TqKyOR/TLR0YzcmFW24Omm7dRDkZm5q+eoxE+mHt/mXYs3cWK1dN4+gT3jhyxA8n3/8b+K7shjcllLSYo4hasRmpu7YidF0C+rw6MeVThYSoIe7LKoySsRoZbidHPY+Zkc1IaspC6mgF3Lkmc0T8s909mO7sxFhZFe5lTVMKCsI7b47ibuYgursn0dzQRaLTjo6Bs+h2v4m24Bp0TnuiftIbvTwGjUHTuOW5Dveb4nHrBpBzi0T+ki9hbQJbd1CCcKMEoU3h+gnxKoZOgedCcs450lduFgKh4gRT3BupvyXNGBzre/7n2ledLSU1sMbzJS/w7/zsJ2ZL37IxwzL0qJiyiKA0E6oLqQw8mzakmaZDsKni24LNFdFOBh1JQPoRA6F7JN3k5d83k4MPkTx5UY7R3ZIvyIlry6bNFpP78uu/NPhVdhsRRWlrVCt255YtRpxKKipRwvOi71RbM44w8ZXPfNa0UJqRhyY1P4es28N4+eVZlBR6YuVqmYya0UDCGyHbnDxI+SPCff7KFRISN5OAJYUrcYKnbLY8f1a1xNuTzCvPB/HasqAQ+/6Rw4etFqeLWDoLqdCeEct5rOodIuAupyO7xGBdK+80Ma2Ki5YtVvZ7F54QI6p+fEhst2aQgEutzuv1nTFji5smU9bNu3eMgEvdH+BP5kNctts8L9Ed8mhVgfReC0s5SobgiUcfRQZpgQpcKLm61p+DUudWcaa2qRFRZKI3p6bZZ2pK0KBR6y+N3zVOlxlIn4uxkhpZqnTZ6s2JSzc/BO3hUcm6/uc/IWw5C8irVYfW2dzFhV0c6NL3EuPV3r9wjsRwwlQY8kDVKXY2x9kIxQ7mFBahRPUOCezyctQhbiBnm5edBe8FT2zafACt3KyoyAizj3a39CPvXDGay+vJKc/ixc9/FvsPHcCG9HQSw0Pk7nMxy+co7ZqIZTYRanVDvdWM/PznvoRDx45D6fQ0VoMl12j4hw6OXMrFOQrB3LiTZbFT6es3IEyJCThmER8X4bSXJsrmvFc/TpWNzJxsVJGgiJvevGEDUng4lSJPXn5yg5eXquLfFOytFGZy+RcSURJuZQYSdy+EKEO+1N6uB2nM4tKFKIXo5EAhjllZWpTgWVKZDP8aqzLQ6BAKQaVtTMfu/XsRsyISnr5ednBNXcPrXPu2tNknfNgCEaCQ9D1Kg/ISFOGXvXZ6etII6b5tW8mJr7dnVNdWG6OhWpt+HJNKKEntJvd/5a8cnRhD50QPJaIO+BHZfPL5F8zbT05AY3IeW7sBGdt2U2JxYv50gG9m3bGiyHLRb+zIxumaV1DjNQGvXnd4Iwh+7kEonh7GNZ8Z3I2bQ+T2IHz1q0fxzNM7ceDQCmxIi0FRSRHOvvU2PCK8cGjHE/j33/obPPHsY9i7Zx+5+o2ob6tEU00dPAbc8a9/97OYde9E99BtLHhXEZY7sKvnFxi/cxMD129gIi8PI9dvoufiJbS9+hpuXOtBVlsU3P2miEgaERHei42bR0n4e5Hb8p8wE1cMz5UxWJa6HUN9ERia9EPTujH0RtZh3rsWqxIj0N7shsGBKUqag3j2pWhbfTFb2n8hXqVYKy6rsIQPskmqaX8mJ8ZRU1vHNQ5GWqqyVXk6zNTQkF2gfdPeKjNMbnExmbhBBPMsN1Eiqa2pRbxs7kSCclqS5CT4VzYsnUulkRRsyjNX5hbZP1WnVlU2qhoa7Dn+vv6mupTqX3b7hJhYHN67H70DA7h9PxfdXeOWG9rP18NCY3QeVZRBTIC8MqWdkWev6zypCSEr6YSYsjuUVicnJrFr+zbC6eL54ruJqVmcfHcU504tEOa6sGuXBworbiKT128mkXdS3jk/XjzL8hbOLshHDZnI0soKS6KwnHOX09PkzCTxTTOqmhuRvDzBCI7UvWo6G/biuujJWs9hrm0kz+pKnlVJmh+2jxJMpapTuJDOurJsueaXSyZ4ikTq8UNHuS5k2nWPCSBsi79cz5PK24djX7dmla2fmlbOzcwdzrkUA666msKNSx3hHpxp9iWi+P7Zs6blkW+J9lMPUN7fhuZms8sqOkB5cs1nQvfrXv3H95J0b2ZlwcPHi0yuE9f7oP9fc3t4JEwOwBXAKqSnHIRSHYjkOev44QA/Plgtt0An/34BWjvbLbB4WfgyInFeZ/+c76WuK6Jk1NPXb2obBaXn5OWjsLgUzzzxONYQER85/iiSk1aZYbyOBzWHANfc02zceHBgAJ578ZOoamo243ggN1uZTsQdbyf3toHERypjqYd2btvOQ5hmB19zEyBp1MoiozRfMra3drSZB51c0qVOEmel4GnZaE21xft0z8fn+9HmZkHj8mbMKyi00jwqdi1JTwyiS33raq6+nN8LhijVh5xmlOJLpbEciZbj5SVCNtV19VbTzjKC8PsAIi4BseIoxbFK7d3bN4Dzt65jkozDuauXzY4qr0Vxo0qbplRbYoQeODUsadobSSjyGFQtUiWXFgIQDKgSu3KM6hkKyFYCatngtGZy/FBAeU1LIxKiY41Dt77Zl+CmrLoSZy9esDE/9+TTCI+IINLiXJfHYzOl/pCoONQ0txjiV0UPrbaQsR+ZtdVE7C+//o/onm7gGnhgeeJ2dA8/iu6QnfCShJHgidbgPvSMdWB14gasXbXRHLWqSVDKKquRm3kRvvPB+A//5n8Q2REB2R77kxH0RVleKe7fyIeveyCeee5FTINc+2wHZhaaMOdfhA6vDnSMj2J+cAyh3d0Ybm1FKeGkYH4UbZGT2HA0AU99KgHbdgTjwOEw7E0PQwUR+P3qS/CP9kJ64n780df/IwLmIzHVT8KxjMgppB2ec5345BN7EJ9IBip6lLAcTpgP55pRquwdwBvvnUBzRzsCOU5pahT7JhufdkvaBansVT91lMyLpEOFIKj+7LU7mbYnckLTPraSSOUUFZiNzJ+I91zWTSjj1Ceef56Mj5ONSF6k0vQoIYkQtRx2JNWJEBpMEBeIwCgUxElu3m/xhZKCdK5FTMX46dx09/aguKAPDZWrMdAbj1UplPDIL8tGv2rVSksDmUtpVPYwnQvNR3Cil4iA7G9+hC8xkCJegmvDHTaOBXSVN6LyTClam2cx5HYTYdH12JK+nmfVj9Jsmp0B9SVVsZIqSH0qLYccZ3r6e+DdR7gv9EMj8UjdQAtUMPleQR4KiorhLrNMfCLH4YEeroPS7ikmU6FLUt2K8Za6W+N0Nef86NTACgGI6ffnfsWQ4UgkE2E1MUUU+U+ObErQsW3TFu7hjNlYzUnQ7nb1osvd7Vkq7ydYnZ9bwNWrYygq8IGXzzyZYT1X6ncyHXzWUqbD1RwC7mgpsshgx/FMHqf07LpsYGjYSUBDoUAF/usogWq9fX29eZcYAAdfaa7K0KT0iQq3+VXP+nW1h8qG6WoPVAWLY9Lglg7Qda3rM/0vI7MAr6SsDJNz0+YVpzAKV9O10t/rUCtriGKUFDOnQOaU1avx5OOPY8euvYZMlQZLnqWKcWxubSFCm8PyhHgit+ewZetOvPLWW+TGm7FxzRojTrKN6reyaUiCEfclu5gOs4oIy+PXOQDuOHPhoqlOVIi1lhKhcp5K/apsIIrjUyyXuOze3j6U1lVbrlcBz8c3yNX0qVRCChhXph4tjQ6RHA1khP/4fZL01PS5UsHlFhehgQd4eSzHQIQitYpWV/UGFcYjQjXDvkRClUtSUuUDAObDXP3LOUOp2RS4L/uoQngUPyZuMYtSdyelVFXNkKrHueXDcdl+6s/FvpQTU/lzJV0EhgSZ6lfj3rl1G+/XYed1/KdAa9k4JTUowFxIV+MRsZRUrIB2rbukZsWs9g8O8wBGcPwkioSNbiLhvPtEpJSMJTFrGFoTSdzhYcF4/eevobe9B3s3PYJjT/4+zuQcxcTyDTj0meVI2bEeLZQSeloHkRi4FhvWZ1j1GjlCnbpw1tTky/zD8dWvf9PUZC7MpPVtpYRRnl9EROuDx598FmFEdMoHvG5VMrIrT6A/fAQjCz4IwUr2k44Bfy/kBU4gL3gEPasXEJ3ki6cePcK9mULvaAsKfliEyzmvY2xkEAmJqfjap34PW9K2IzohBimbkhEc50/OvgbD1cPYsnYLPv+Vo9i7fzmZBlWR4M6SOEnqlhONYFiJ9KUClFOOa59VRksp2trb2y3eTtKdCJaC1St5VhSPpzXURMXsySauzDXK+CQiq0omilcVYVAVCsUCKjOQErCn8vzpeZZqjs/TvsmWLYZZakhJn7peeybnFXlQylFHYS2CBxHa65dGce/WChTmS33njTVrZuHnL7zhYQxRaJCT1NsYgEU4czUXUy7vWDFOKiuv7VKig+nOLnS8+jqmz76KTo8GLKzoRlDwHPHFo2SKt5ABJFPP9ZEELBiValdnX96w0ojU1jRi9qon2l7tQ4tPI6rHanFozx5ERiipg595rsus4cW5lFdV4fTlS1bIXRWMLAyHTfCuMeulcyaCqgEbM1tfjw/OnzOHPcVqmlp38XxKgybiGRIYjNWc+ykSz3oyX0HcE+XHda2CrYf+4KTldlNDQSHr7iB+/PdBuHF9DmNDUzhwVBmShDscB7AH932saawKI5kkPpYHrGtPHfCXF4K7jUl/q3SbkqrIyVEVoD501PRELPGRHB/tA7Zf9axfR3t4JEy2B4PgL6lrZuZnndgi+8hBhGqKoaoksfEh9ypJQ/Xx7pUWWfC+wg9GiKQVoC9Eqj5dL3FW4iaFyIXQRdy2pqeTs1pph1xlhvQIqZjKSNQU/6hAXNkVpwmcL77wksV0qhq9Bw/yk8eOmc1PAKCha4zy0isl4KtGpzixrJx7KCwtNXd2SZvizKUCUjFoSdIiLko7Je7UGIXFpqKtF65csgOixAJLN2gpc2GN36m+nfrUWM7zPqk211PitbsW7xV3rzynquYhKVFrnJmVhRYyBaaa9ZcaxuEQb2XfQUVdneW6FUJKTlph9mRTCy0Zi2tceq7yVip4WhVRhDzFLYpLVqYOlZ2SmlOS6eI22m+9VR8m1fK33ovDVVxfEznQu3l5RnQVHypPy2FyyGIOdKjk9SsVVCKlF3k/2upxOLOzs7hO5F5WXY1HjhyxPX/1rTfQ0dGB3Tt32qEVYpOKSo5kUskKAYvIXr1+HddvZWLVyiTuWwWGOyfwxU99A53NK1BcxH0KWMDWPf7knLeiubIJlVfqEVAbiw1pqYhcGW5EOy6Oh315Ig4dPoq0tHRnbs5O2HoEE6l1kiEan53HoSO8ZkPaYrL6tXj1je/CjfsQE0HYPPynuFr7CEJ2ZSDjE6vRMNuOzqlONDe04NC2R1BdXYfzmVdR/3YTGmbyEbwsButXbMPBvceRS0YgJj4KazNSuCALKLhxD90N7di+6yB2796LiEhHolbr6R9EOZGc9k1MkZhJSUeuvZWdUnDYTMZqC8+LMmYpk5H2QMkhdAaEgGUGERMqIqe9lqTlRyYiLDAEHZyvnFL0uc6aEt7Lt0DaFIUb6FrBv+AhK+euZReaIxGSc5Ec46SWF6EWEhUTefnWDbtf2gONs6GhDyXF9SSuHWiuikRc83l4jJShi2c4bW0qpbQk02B8eHSkmSFBqwaqqmX24PmYmkV7xyz6m8bgXXwDI4WF6Dl9EpPnz6NjpBFeB1fgiS88jyMHVd8xloyqvI2dc3Xi/FljVBPi4g3uteeTlMRnRmcw27SAwCQfbP9sGlamJnKN15j3rCqCqB+lytMcxFSqSIE0VCtXJBusSNLV+oupkcPNjXv3rOqQCHsWz4YYe2VacuPEmgjfYlBkw1yghKhap4NjI9i7axf7mUN+kWrlZpm/wKYNTsFmNZdJy84ix/zBt9/Gu+cT0FUbjqHxIuKpQTz9QqwBgmyNdp3d4TT9LVxi8MJ/cjJUOM6BHbtJLxxNGf8z3CFNlioWKUxQBSQ6erqRVXCf+LYEO7btMLu18LzW0IE/57fz/tffHiqCKUKggWjx5QFnuWN5uKQO6hsesoMoRKck28qJqPI5srPU1tXj3NUrCKU0sY8IUcHoOsTinoUUHkzONUf2P0cwUZo9eenlFt2ntNFngKo75IQjb1oVBU5bn4oISl4CbHmuCiHmFxZYSMix/QcthVNZdY2lsZLKTWNsam6x/JMiIAJ6y/ZB4iwEI45Lqk8R+iByvXqmYpBcqlPXWHWtELokzmVWnujDDTLGQVDKps/1jX6L8/Qj1xocokxISUZ0PrzLUYncKchHXUuTFeiVhCCbpzuftTxGpZn8zZ4qu2AjiagIjA53aHCQhbhoTGquPpeOSQjC5R6+9HOpOLVPSo9n6tglI9I87HAIW7G5vpGjzz2O04drrXJB8parI0KXR6/yuYpgevl629oqI4hgQs3uX+xEdjExVqrRKQld+WaVKSUuhpIkGQKNUfNUGTAVUC4n5qwmE6Z90LWbN23h3w2U/MYoEZE7f68TMxNpZOK6EJXYhqMH12NqfBqt97sxWe2B9L2piN8Yh3DCndLrmXrLsp1ozT6cs94pKX9LVze6BwZIwHeZh7TsPJlZd5B57jrmh2awPGITImK/ifyaOKzYGobnPrPWim6X5ZZR6pkmo7cDW7duRVJyIjLSNiF2XTwGCdXhJJpzRGzyLJb9UTZDaQmaa+rRXNeA/STiqRlbDE4laUuyVG3FM5cvw5efKZ7RWUdnH117KSlZSQBE4CR5au31lYicTByZ93OtT6WBWwRNu1fOZKqUoQoYSugtBlQ9Wrd68WLlepVEYg4p/EIESExrGom3chu/TwlKsX6KvVaYhaRKxfyJ0TRiw/1PTAjC2vW+2JjmhraGaiTc/Ct4l5G41DdBua8WMI2pthZ01g6guNIPeQWeuHB2FGdOuYE8I3FbF65f7sPNqzOou9mI5ef+HF23bqHrfj4mOO4Zz3lMrPLF7meewYb13Fc+XwXSRWlnp2fx41d/Qaoxh21bnGxjWgMxscIBiRmxWHM8CSszyBwkxJsTiyitvIODiQOcNXZqzmpOukdmHp0LVcqRhkrlxk5fuGBxqAtcn+Wxy81jWZ7L8cRV8i24RUZe8bKJy1Vsex6vvv2mVdA5cmAvcu6N4dLpFejsCMDqNbGIW7acRHUaHnOTBi+VRcVoK8jD2OtvYvrUGTS2+yFmpz/2H53Cpz4Xj+XLtYo8Zxor8ac1vjecrY0U58Bfmot8HBTTK18ClwnGZqjfiy954Sqd6funTxs+iuO5Uf1SV9M1rt+u9w9De+gkTCFQJQi/ws0vLy1DbGS0EU7ljw0kQAn5WqgIkZo4FSe2KtBUQuKOw0KDyUl+NDPExyenv1W1XvaQidERXLh504LlLVaIh1bIQOoBqVaE8Dy8SVBIMAXEIihyyVbygHASUnmDnb58Ec1EzsqpKmlMnK9sLNK/6wDIKUbJpGXfMRWYh7hGpTEbRGFFuYOkyRUubTpMclxxVdpY2gxcOaVFsFWnzi++pH6S84Qye0xNzxjgutr4xKRlMFngIdxghDDE1CeqGC91UgIlNREfPU99SJWpKi76TI/4/7emS5vGZp/wc/tZ8r2+kwpL9SN10Fz5JtV01eDgkLnmC3Hs3rHDVOhCEGI8lFpNa3L+mtLg1aGRnKyYnGVhESYZt5FL7yMhqqN0rLqcUjGqtqUkXrNfcRyan60d/+vr67VKJ5Ek6MoTu5cEbMe2rQgnk5JFeB9gX/sPHkJpYTO8B6PgEdyHRx+fxrq1KZTMBsjIjWDt5tXY9dRWRMSJQeH6kXERXAp2nHkLrvU4qaREZJzqOBsIQyLi0i6IcXn/5Gl09Q9jLfdh+45P4dzJcBKPYPQO8NyFFsNzzh+VOUUIdPfBC5/4HNLTt2IFJZq4jTFIS0/DCsKc1Naqf6k13ZS+0RzOpma4t2Sg1lKS3bVrP8IiXMWknaaCBTJf6PzIhq790j81jV828ouU6FSZRdKemCBXE8KUk4+ceqSmlcQvAqpsOtKo3M3Lx52cHJOm9nBsOkcPGhdlinAgxxRVAFFaO50xqRUlOcbEyX7lYbF+zWRCt2zKMK2NHEVUHFmMkGk82MrqKjA00YIDZFzmfSpJBN+AV/sggls64UFpe+jqDQxcuoyWK/dw5k4gzuaGoaigAy31Y+jtGkRdNQlGSyNGR4fQ3X4XnZ0n0NHfha7RabTNTcFnXiFNW9DpcRRRScsQGDzHY8x14PhkF5fGSo5DkpSVUk4J5aW98PbzRnBkEAIjAgyvqOao/BZkhll6JvTeYUqUwSmEfbqjs7cX12/dtPqtSlsZEhSCmakpc3RSXKkYdzHgTxw7TsZ6pTHXwolSb5bzObpGIWMpZDp/95v3UFO+DBODkehpicCdm57oPX8VYef+lmtzDQMnz2Lq8gVMZt9H02An3A/GIHFnIJ54ch0yNjo1LRcwy/3WaaNUPTtrMZtWuYdzllew4FrzUD1VSZD+S8/1krlaM7FZDLWnaQIfOXDoo3jg49c/JO3hIpg8QPMcyK3sLFRUVlomjm2bNplH1QgPq4iQAFLxiUJ+QkrKMOPNAxS7LAqBJJy2mzaZRc7H/vzo5HTIZ7nhtbX1JsU1t3UYwVXygI9f29Xbg0we+IbmViOG5mwSGmqqVMUcKdWYgFju5ZJANT5540ktosMsAibJy6VuLa+psvqJATwAMta/c+qkcY+upNBqzggkefFA8o9fCTz8TJk0ush5yxPWpDvOS9lU5On349dftRyNW9anGQcum6YOskJIlEc0ggdNAC7CrGLEpIqIIqDrbxFIlfQZHBnFPR5W2Z0krSwdh9ZQLxWzVSkpHZqlTVoCccaq4iCOWkjO1ea4z60tbXj/ynmrMSkp8EHjM3RwXEVuJdHrQMnLV4yHJCCpna7Kg3RsAmXl5RZcrjRr90tKcPV2JgpLig0xK7hf1SW0J45EZItpjxFM9XJ88SSoiu2TzUnZbSTxi8jI3hwZJaK2zsl0kncW24p/Cu+Efjz71Sfh5x+IfErBpQ2VeOQFSm2b16OptdWqq4hJ0bNc6yVJtr2n07JOSQrTnIQU4zg/rbeark1KSqTEuRtPPfssfHzj8d47XYQB7s/MFWRsdcOLz36SMLgcB44cw449ezmGAH6/QDjzodSloPd4q3/Z0NJiJeWkmWjr6MC5a1cJRh7YQWZgGRlQlX5TZpkVlHYEl0q0r6LXUqtLYyJGzuJ9jVFys7yq75w9je6OLstH7KQBdJq+ly1OTInUpiL+5y9fwpXMm3ZfBZldHx8vfP0zn7fEG0uJrZ1PMkyNlDC6OruMMZL3tp5rjiUkSFJKJiWJcVtmsb5+nKsSGpzjHCTB6dxzEPjg3ClkZ2YjdWMqvnf6j1Azy/m1zmMde+gc6sYdrkdhDyX0iV5MkqFI2hiGjM0zmJltgk9IHZ58Kgh/+h93orTru6idfxu9yycxQ/jZ9OhnEbF+LbKrKpE3uweFTVtxP9cH1eUeqGutwf3Sa4iJjbLSYvJov5h5C3dz88xMFBYcZjldBQYiM/wav3z3HSsGsTVjs8H10qYzo+bYhatxgwx9IWFamX4mKM3uovS6iUQ5ikRV2izBplLvicgKZsVI+nHdZJc/ffWSJQGRHTk4KACvvXWZhHIUc24VmMcYx1+Aybob8Ko9hfbaGgyT8QwaHLUiCq9FjKNuTQfGu+Ztb9PTN5ChdrMMSpJohdsmJyZwlYyMVP8KmZGKXfspk5T2T1mCXM11Dpa24bERCx1TuTpztCLsCRy0Arr+V93zMLSHimBqwdRUpkfOOUJUch6QukocqrhPMSajzVNw4wZ6+4ugOBKDCyGaGnZxwW1SfGkTpahX2SBzma+rJnFLNnuMJIvGhgZkEGlbRnwbw+JA+EuItYAALgO1qloIwbn61iGQI4IksVUklqEKqxCSWbzZxXHpt0BBsYynyeWqHI/CZdasTLZci3P8XnO2xMz6cc4Ne+B95CJMKl3a+L3UVpKShQyVN1a2ITU9SQSqqKDA7L8qOSVnjtyiIkvxJScZMR4iinqMJIv+gUEe/FLz7FtFTlUzkLSmKiiKi/Qk8Ivw2DSWNAWX//ydt8xmu5UwIYlKRFTSoxIbnL9xHVm5dykVBpo6DW5yUecvrQuZjToiBR02qSQXp2xNayi7ouLoFC5Q21hvMKAMTvLSU73HzWSkthOBqKLKhtRUNDY34T0idTkrpXAf9+zcigzubzgJiNZhbnEdNQXZ4zJz7uLizevw4jjWrVlt3L2PjxxGCEfK48axytN6efwK+JEp6/rxjxDUVYj+xHBseOoJEpcgRC+LQFpaKmKIgKVCvnDjBuoa6qyouAijmuaqrEjvnvwAt3LumapMsCKVniRp7Y0RID4jlBJEdHQkEVKopfArP3sbPtOtGPa5hT17N1F62oe161L5UsmkIK6TYJ4SrebFeehZ6l9aj7y8PBLXWPYVjOKiYoNzZWRSvN17Zz5Ac0MTDh04aOsh+VcZdmQzlLnjgwsX0NnXh2AySbI/y6lMgembucchwY7TjPbZ9VteqB9cPG/EUsXItX9NZKQSEhNICDsQTmS+b/ceEnbOU0vL+yytoJ5LxkQhDGKiRLCXOuXoHOjcyVFMMY5nOS4RGRHgrDtZZlKQB6kuVOm+VErsUVG++NHb38Esu3Af/B1M+cWhZbYK7WQoGiMmcH/FLIYCOvDcM5vx6U/sxeadvliX5olnnyNTNNeP777+b+EePQbfgEh86St/jie++Bson+zAqe4sdPl1YaBvGkPtoWhuCUVJcQjau08gPSUBsx7z+Nk7H6C0ohDN9U2mbdqakWZjnydMyQlMuEvMYCClzjQSYWItW3/BvtZC+yAVbBYZdJmYeshQq/as/CV6OP+khBXmd6F+xHioLyVkcDHjwjN6iVHq6+9DYVEBkuWB6+GF3NIziI7twg9/9CWs3ziA6/l/hfZluWj2HAHGZtAzPo1xwv2CTwruhgRgMHoIu1fuwYsvfYp4KdBK5v3o1V+gkQywQv50DgUvcjRUObRAMrHcONs72z3+Z+/5UrM5cp+UJUoM5Dtnz9o8FR8vhyxdZneaateBK9e6OHc7/bng7tfVHjqVrFSDslHIKUVJlsWFnL1+BTVtzYihFNiV24fs3ytD160hhG4NgG+Ek/nmn1tCfS4krUWfooR1gYCoAGXlkpTbsmKoNvC9EkArjq+9s5tA0WYqX0mPvhzHxrQ0y5kq79WlC6U6m6ekxpibsWBrz0WErP9sRB9eysfP41rWbRRXVmCwp9fUJLIHKSyitrbWkk/HEtmo/2EeEsWpufI5/ioAUcKFISLcASK2ZCImVWQRQZStVQdJKfTExRoB5/1KTl9RXmFSm9RHDuFyvhMToPyva0gsJbkLielQKuZKXKucjhQSsnQcLsLXwXGqbJZKlbmeJa9G2ZgrKmqILEOwYX0KVIEe8x48D866SIWzKS3dpCIhezUdJOXWdAKVF4xTVsyeqlEoZkuOOVFhERgeHUN+abFJxFJtSUXvEA9gVSIlxZUHidhDeZjZD/vS8xRPJgSlHVJl/AEyCSosnpK8AsvjYkwlr9CcyckxI0Zj03OozM6HH8fQ+aMfYDzzBnznPOHFwx29OQNhMfHm0BLB9ZEW4vL162hrbUbqqhQLJ3LZe9WUuq2dCK+1S5oMSq0kXHJMe/f8aVy9ddP+NmbJTbU/gXHO9fLbr2LzzR8gcuoqmsOmcPTofqxdv8EI8YeqXrUlv/mZvpO0c3jfPpPSpTnZvWM7Vq9O4Zr7mKSvdIjbtm41GBex6SBx/vFrrxJvThpxzMvPRxPPgAoPS3qRRCGpWPDvag+eTziQ2rqccC0Ylsp2cHjI1OUNZES/8unP4MCefXa9qlyIYEszZEykziWfLwJ/JesWlP5O9n0LxWITGdAllmeVDKFiP7cTzuTkdfjAASOW6kYEw9fXC+Hci7mJWXz/f/wDZmcfwaj3X6LVnTgipRB1hOvmAEqNoZSi3AexzFexl1vJyJzA3bxspKxaiV4S+RPv/QK+ob7Yl/YMvvXlP+G8fRGXuBKDMz2o7bsO38B6zI6EYHwkGAszPpid3AElMpn3IEE/dQar4hLw5S98Fo8cO2zznBMxc5uDJ2GOU7XkHtqfGhJVMQ0BxD9aSeELzUXr1NXVDXfiwWefetoIlfLbPvf4k9i/e7fBr629lo8dGrFkv3as+LnYEGmbdGaVa1bZgwZHxtDYUYf9h7ZSSuyn1J+PgpoP4LNiEuOhAUhI34njX/t9VHGd3+/7FiY8/xCjA6fw13/518QXiTzrHFN/P+6Q4YsMjeB4Rsl0nTJnNeUZNrjgsx/AxK9ottV8GS7mdaqY09zYaHhYMKesZ84FbhgYHUZza7vBnaORcPoWbdDvf+k5/7vbQ0MwNQAXF6bYrv/8w++hSQiIkk1WVhYRequ5oU90TaPqWhN6RwaQcnQ5QmP8TeX4zzVJSiJAE5SGxI3JZrR7yzZz6hEzozyThcXFeO29d4z4NFBSKSgvtTRvQhY62C67nhHmJQulKilvvX+CiGXC4pzEVSuRsvr8J9U++KzvUkrxI8f5e9/4pqmaZeRfRe5sa8YmC0zWc9QuUKpT5X8FfifzcxHupU3u7p0kulNEMAf27jFbpwKkiyglKlel1KcqkaWXYFBjVxIDcflKMs1ZGGCq6dAJGYrASh2pz0W4dK8Ql1SbQuaWu/Zj89FeSWrRvZLw1ZeaJIYVsUpqsBbDfQdx71YspW83RMXM8TqnHx182Wk0Ng1STh9KUXb9bjaJc6AloladPzEWqkQvb2PV/9u9bYftz/vnTptKVsyMVGHl1VU4f+UOLp2OxWs/ikX2HXckrXLnPvNx/N7DzVlDcawiOsspfe3fud3KMXV3D+O1Nxvw8svzuHl9Cndu++PVH3mg7ec58L/4BxgurkI3JcFhSkch/R0YuFyK62VRqJtT9fpxMikx5kTx5PFj2EniJO77I41THqK0XFBcYkHdsmeLcWmklKdMKvKglkpVDAU3F/Nk7Pzu5yCAUlTHwiym0zfipc98BuERUR+BqY83S2DPTTEnuaFBKGewQiWcPLliQpwm2BYy0h4IlmqaGnDm/EX4kUF98emncWjPXvMdkKpMjKDs9nqu69nG/S/utTpVvtB9ROaKm5U9TwybGJi9O3YbA+bF57f39eKnb76GBjKHe3btsrOuvVcvYlwTo2ItD214uOMxqtcUiesVMl4nzpxGN6UtBcHLxKFzIvh0zotzrfsC+6KENDM7hV98PxBB+K/wmBvEZOzfYtNTGRgd8uAah2BsdByTndMYqZ5BQsRqbN66GT6U+HZv3Yk//7f/GoNtPYgLysDL33/DgWn2rfCWouocFJbdgXvbAr75lZcokXdRimvG+IAv0k7+Gabvn4YXCYh/bAQ2rFpjhGVOroWU+Odn3DE0MoV33vZETe0cfEK68d2f/hQNdTVmo+cpsHU0fMTnKfxmE8+UTApiqmWa2pyebpoSnTlVOjIek9eL+dO9hjn4t+0RXzpbtsf83Uric+XqDQQT7i5euoKKoiL0jzfDnfN+fNcn8Md/8N+wisz1ma4LKKnpgNvkdvi6f4OMVTjPl+zrbugmw33t2jVjzqXmbWpoNFySSAbJlbLPBR+/qtk3gm1Nki0jNRXHDh7Cz998Hdfy7lqKQcX+jo2N4+3TJ1HeWIepCSWhSeTVDry5+v+XnvO/uz00BNN1AKV3v5h53aQJXw8v7Nux02o5DpHo3cm/j5D4YMyET6A2uBqx6dGIJMfmBA7b7f+ktXd0UAq8SIRaaQ5D4oKVP1EJhC/evmlOEwr2H5gYN3ufVIuSXNLWrjNVmW0UAdUlPS1tkoSFzLeR4CkEpbyyCpdI7ISQpD5ZhGC7T/3InduTEH+QRE4ESMAvO6cCxV3J1HVg5NyST8lGCaCVSsyl3lMfImZjlLqz8nLNaUm2w/iYOAuNObxvvzlCqMkeMj07I1DjwSex4FBcz3DGMmuI9YE6j5/bt3y+MQfaDl3PaydnpjA2OWHSixE4tk5KJbfzc+DDvp2QAGeerjVSjczigkl87+96UF7uQwJfgbVrVaQ2yJCQI1XyxX+yu87PzvEQNuF+foGFJqhckjz/IpeF277JkUo5Y5VZKIGMk9C/QkZsbThWSdt5BdVorvPA8IA3BnvdcDfLHaONbVjpVQe3ED9HAzA7izlKcLOUUod7Z3C/2BvvvOWGK2dDKPnHYKg7FG1No+jsq0b9ZBk6F26ie2ISDRxkI2bQx00rnF2L021P4HaWH65cnuHLA9Mzy7BuHRF1kNZTpOjDJsQrOJV5YWJkFBvXpSIsTMhwPdLWbCP8+qFvAKgqHMfUq99Gx9/8LUZOX8YMNyE+IBj7NqQick06FkIijRnjNLRNv7JJ2v3ez16mBF6C+qZGg0XBs5rtjf5ZB0RehEft6y/eehPr01LxxU9+yoiDnEWk7fjQG9aBX1fT33JqUbiPUj7a+WDHgiVVRCnlWcsjE6r6m4lkTPQcOf40tbZYzPJGSsqu/Zf6XjHUCv0RHKkJxtUURvHa229aWNcmOUhRCnQUuWy83TUiZ70pwfEz9wVvvPFaPyZGvTGGegSv+gBf/MRn8fu/9Uc4svcwBhsHUZdbDt+OULReGcLxzx3HgUf2W3H2H/zk7+E2s4AVPEvHH30avWRKJSUHBPih/Eorsk/dx+zUOF767CfxB3/0Ej77pTQMDeRgNPfbiOvoQ1xpBQIIw96U1BYoQXWcvImTZ33w3ZPL8PIPZ5B5fQz3MufRP/s2icEAHj96zJybbH3544IaFbK+lZdjXt6WeSs81CHe/O5nr//SctbKnq8taevqwB3iAmll5Igjj2dJZVKPq19pi2JjQrBv137DO2vWrEaAjx9yLt5AiFsUHtn/LLZkbDXb56Wb76Nx8BrQf4CLmoSCez346jfDydzMG145uG+faa1GSciaujtMCyEGR5nBdI1gxIUf9F7aIjVjjMjMCR7P37phdn71J3NEsdJ4trVbgQyFK81QsFE+7QkSzj1kFManJy0WXpK+ws1ccGiw/GtoDw/BJLDoR7FI8sibJZJSzJUA6tKtm+Z6rEoRyo+anJ6IkYVhs1uIO3Wp9MS1ihDIDuAuSYZrOz45Ra6uxrL6+FCiE8er6hYqb9VQV4sNq9eivrUJfV1dSE9Ns9pylvORSENONQpx4OoYQRSEmmHe6doQhLg4baSAQpKduHLZQvV3DQFkamrGNnt0fBRFFZXwJ1JI5RxcKk2SCvZlhh07Lup3fGIKk/OzOLh7r4Vj6GI9dmB42GI6FU8awLmIm1+d5ASHi2CZKpNrMU8E00kAvJSZiWEiNktn98AI72bqQB2yMq6Lh7unSZAayiwPnMatg6siyJLM5LihNHWqUiAnC3G9GmVhWSlyCwrsvWLyhMhtkNb0e97ynBbe70VvbxcRUhu2bY9C9HJfcsXTHK8QgOYuL8x5jI9KCo4lYQnGrXt3zHacuHy5OVlxUiirqkJmfp6FPijWc+2q1YYgKzgHHaKEhOUkSN7o72/ngW7C+EwpRocHsCL/H+B94juYvpOJ0fZOjBOWRotK0fbD7+Had27h7y+sQ3ntNIYHm7kA7fALrsPmnQ0Ydv8hhoJPYDhtEoiNR07fLIYDPDGx0Ru5Eb0Ym+nk9WOYHPZHf3cwygqVQnCQzNgsAj1H4OU+BzdPB2ZERBS6k0xpbcO6jdyncEqxE/jh92bw+usLuHZpHr94dRTvvDcNt9vfwVRfCTpnRtFAhDMxO42p6kbcuuaDS/WbMAUS5+l5qEIJwYqIVLk5uVduIhju5sl6l3urhOeS8lW0WDGqxhQZvDnNee8QQtkHfXjvZjJ+EnOcbZSU8uH1tqWLbZ6weerqNeQQsckT3LFB8drFy3u6ey2Jubxek+JX4G5hAXJLijA3PokXn33OGE1zQuPZFByeunLJGL/oiEgjni0kAnqeGNteMmZ7tm+zeq+CAzFW8trVaXEYZWcOdooIEKqbuuA+jcLcm+gZe5fw1IxjR17AyjgVMwiwKh2DM/MIC0hCCPdh9/NbEBGp4tpeCI2IxhZKxU88+RJe/eBdXL1xHXfuZduc5iihVhbd57kcgS+Znc1btiEk0A/1g7fxdsV1LHQQBjmmyMF+DBcUo5WScVNpAfJaI1DZJ2/nduKnTszOtGB44hrX4RiefPSRB7jLCA3nMsczWNfYgKzsO+jp7CY+ied5DCFxkSV0Bq+99z5GRgexe+cesyFKs3Th8hVbKwkH565cIcPB+ZEgSXOkxlUhjvA1QqoCESPjIyivqIHbNCVgN3/Ec4/kM3K74Baaakox1hPG6+eRsbUZzzybZmtsIWskwiLcqutZX1trFV/mCC+SApUkv6Wz3ZKJiGQqXeebZ84YAZQWR6OQell5p3WGRynpX72bhf2796CN8x0lE3Bw/34rrC8TxSr2KUc/+V7cWhQMpBXUagnXaa1+He0hsmGS4yViEeCODAwhff16PHrkmNkVR8mVS9p66pHHLRVVZOQybE3fZJusjbRV5AGTpFJUXmqcTxQ3TlywVFPa6JnpKUsLpWxA4vTFoSnNmpIYKGBbVQnqWptNspVEI3WPAn/fP3fG0sfpsElt6Hi8ipvmQRUh08OdfxZPaTlbiaCUVk9poJR5X0S/o7sTV27fwsTUJHZu2mSHXQddWUtEHNSD1EzqSDGEOgh+fj4WlsLBGCKrJnFQwVW5q+/eut0cdEYoeSs1mJx5zDON61DXqOwfZ1FNQFQ8qDg6OQUpt6YcdUbGVJ+vBPcJjE0tzfDknCbI7dU2N3JM88ap6uCKadAY+3p60EeuWfOw7C8crcI4lHBZ0pK8QnVIRMCcJk5TlUp8kbxKdQ8bOPZpRES4Ycg3D52TdQj3i+DeBlAyBC6dG8aJ990xPu5G2jSBqroaUzOLmTF7HXsc6B9AR1sblAHFMsrwQ3GlL7/xS8tEpHjZ5MTl2H9gLcXbGhIaImi3uxiaysXoZC+GGrowSSlntuA+6m/eQX1bI2pnejGf5I7olD6MTF7BCv7++jdTyYWP4375W5iJHECAWwT+8He+jaHxOazbkoGYbetQ238X3qHVXNMxRBN5mqTuPoyasiFcP9uGxNLvI6S/E/M+7pjt6cMs4XmqpRVN+cW4crEH754NxOn3p1FROoX+vjEMDDUTcZZRcjiNRu8cNIR3o3fYHcUkTNMkikUhHsibikFOcwxuXx3F5XPuuH3LB6kbZ7EsUohUhGOB+ztvzM/uHTutwsdWcuxyuFrcEucX99OQM5tYIzF9aamp9rJPFwmr3kt93EHYGhqmJEnGRZK/SxJSVZFBSoCq+CECuLRJmlaOVDmoyDZVQxhsbWnB448ct6w+KlR9PSvL7JzF5SV23lPlocw9V6ztCZ65gf5BiwHO4HmXE4uSHigsSvbMzOy7RNxedk41HxFPZV+fnZkyh7rkWB+01JxBS+MJpCZvw+/+1r8RrRVVQhLP+jpKq6tTU7D3yV1Yvj6GDLSnncd169Zj06YMy72afe8u/CmJKZZQhQ3GZyYQHRdhkvCefYeQmrqB52gAf/B3X8PI3BjCe9divYcvejGOLI8Z3PEcxb1IDmudN3bs98Vzz8cihIyWX3AZidkI/tVvftn8I9Qc5CtGZcESlty7X2CCwCMHDxPfBOHEO8S9eZ5YmeyJTesSsHZ1EiJDI9FD4qzSd8ujY006kzAgjU9lfY05Yqmou5yktPeWfIU4VHhtjOvo7hOA/QePYO/efZbgRH4Mvu6+lDxzMNidiaefWY2/+dsv8/xxtxeJgwt2pAlIJX6enZlDY1OTJWGQZ7TGsoVMlzyZh8bHcPX2Te7MAjYSttSD9lF2dTHYqnQkuFAa0yceedQKZijeWtcp5tu0VnyWmDaVT5NtXP4mHIztozOi//Pt4SGY3AxhwYnxCQQGB0HV0BUT5uFFzpzvVfRX0lyDgo95aIQYHIcYB+Bku9GGvn/mFNq7uo2Y3iNyzMzNMWlu56Ytpj5VfKFCBnTIZEMUh6ccoL0D/RZPKXWDUspJWpQdoJcIT1JMNaVF5T+U0V7Zb4RRlE1jcGSICGXIDpwlCeY4NCYRekl64r6U4FnB9p0d7UggUlDpKl0jiVh5Um/n3jMJzaQ3fi5vwQheL4O9gEiITeoLzVPc/PqUNbYWYghUgV9JoOXSL09bES3FrFZyzJrl5IiYhgHMUtKVfbaJXKCybUg6D+L8PTl/qUBUDkyB+73kastIsFT7ToyE1kb2T3mlyhtXTeMQMRXHp/R/Io46kFpDPd9RIS/wXiA+IRCBfu6oKqCEWPQGiqZ/icLeswga9kNQuyfeu+SPl98tQE3NAFob3bB8ZTPa25ssxZ7lE7a+KOTFRGPntm3GwUr9Iy9j2XTcuYaSpJRKy6HYjroQmEbTSDbqfJvQ5kWCNuiBAM8EeBNGzswN4K7/FEpWuWHzIytwYPdqBASNYNfuJBw/ugPVROL3bt7EtPcMHt/3WXz5xW/i8ccfw+HjjyIsKAzZxXcw2jmMuY4pPPbkZhx/ZCVWrxsjgzALb0q3Qfd+gvHr19F/4QrGKKUM3biN1tffRM0v38HtMndUjKbCz59Mjr9CP7rx2NPTCIuhRDL/A0wldsOb8w5L2Y4Rrv34yiC0ps6ih0yAv38LgggPY4MBJLQj2LaDUmbwKJHPlDFyOYWFGCMiWh5JxMm/BWPStiiphoi6bOEuYinC5yI2H1Eh6yY2MYPKXHPqwgULHRBTJelCUot+yzlnc0aGEcuPIw/9bcWEjfjCNC5p6zaYOlYMWVsnJSEiWKnaxEBuI7LX2RTjpb3toSSi8CdJJvILkHpZmhUxtLNk5PLy84xxk81doQ46z1wqNLa047s/+zGyvn8XvRcHMBLWgWQy1vv27LO5K8RGntdyGlq9biWiV4SbfdXMEvwxyYW/tXYxlHaPHDxosdjXMm+ib6QXL33yRXzy059HorJ0BYXgft49nDn/LhmV5Rid/+/o84zHTHwNosno17v3oCZqCN2zzdi3YyOefuII6jvyEBzqjj/5oz+kxKSk9lofx5lFUqH2SlJiIRlZ2S51xk+fqcabP/dC/j0SunF3bNu1DMnJYVwnN0sucp1jS0lMtuoucjLSmZG5ROrk9A2qOiLvVeDmnTtoZd/S2sTFRlsavY1p6aZNE0zILOU274l7lKiHetuIwIaw99AxWwsX42ywI5jhbznaCa9pDyy1J9dLTooqDaZ1lHPZ6oQVFGwySHQdfCB4EN6WutgSw6xMMa2S1PoSanSNAYyewd96WQYxF7HUii1+/utqD5cNk4NQcvL3yGHKvdykK45LwKwm77vbOXct3EHfyT7jkNkPF1IejmEco5D7vfx889hcRalSjjWK9RFQSmJUHyqnZeXD2IlyiCoP7QSlMR8eLgUCC2CVz3R0dAytrW0YHh+FcqmKaCq5uCQ2qZTuk7PSuih7jqtJChSiMAJNLk2SkiRaq++2iKBcJa3k5CPuS3FohCkjvpaggUAnGqBr5QTUPdCLXZQsHTUtu+Grv2UQYyVTSIqh9BcnW4e7zd2XnP329M0mqZXXOrk+e/t6TfJVU8kkeR2qhqHmr4w5AvzkuAQojEPpxxTIrkOgfZF6VuMwQFmEa/tcnfE/1b87S4ZD9ic5tNh39qIEF+0Pn+5SdDd8gBHfLowPTcPrWiMaSezfa+yHb8bP4RVejMn+ESKjeWzdmIp1q1abh64LMPVbqribOdkWGB9EpkpS/2pKMSKWGomukTAup4l1q1Nwt+wyOoZkefTCpvVPobb3C+jzDof//jC0hgyiN3CQkj+ZoOBkfPLFz1j9wrCwEBQW5CH3Tha8x4Lx3f/xUyIHEQnumZsHpiYoiRdWoSavEolxa/Diiy/g6KM7yBWPIDRuEP24i7uNFZgdmsMQkezy4XF0E+mX832Z7wyGEv2w++nV+MQnKRXs8cPRx6Pw6KOr8fd/+2eYDe2Gl58XXtr7Dfze7/w7rN+QhjWp6ZjxmETrMCUTv3E8cWAnkpKikbiyH089HY8zl86hsqGWnPsKK2Ul1b/s3lo2rYcSCNy8dwcjPDvKfqX4SiOU/M71cq2vqW313vaX78iMqA6pqo1UkQGTfVTMk0IJ7HpeN7cwZ44nYi7552LTu8W+DW7kie1rZ6aNzKzijuXUJaSpupViCkUAVYlEjh/yuFYtShEyqf3PXL2M+vp6Y6BVPFpepspoo+oquUUFdq+IxfDgEBqa6tGY2wafkQDE7IzB2l1bsJpERBqUMyTSmofUyIr3fDBPZ9YaOP+WX4E3pbUYgzEheTmxKVRIWow7uXm4mXmLUtVq8zw/93oF5qe/hkDPI2gNKMH2FwPwwr/6E9QMdqK2qZQLNEPk4o2Na7fx/A1aBY+dW7c4Jh42rZTOTGNbm5kdFGe7fQvPbUwcbt29jcs38jDQM0dkMYlyMlsh3SVIIaPlTQLl6esNT8LkGo4lPDzUCh3UNDaQqQkhE7mHDGU4Cb6bJYD/4c9/jq6+PkvkERFGiZ3jaCEBVWxwaVUlTrz/gSVCGKPU6O7li/Vpm1DT2m4hXIpVdmDDWSfTrHHgYp7kGCliJ62aYEOaCFtTvhRrLI2hLbHutM+dOetDs7OKCBtCcXCiTF5LvWFdDJ6a3jv79etrD5EN0zlYCq5XZXJJZgpWFlBrgaW2VB5RqS2jSRDkoWVB31rrxbFrEkKyOkwCegG71K/ivkRE1G9JdRWq6upw43amcWI7eDgFDAqUFlHTAXbleFTf4mzknRtFIqUDu4pEUOO5Saluioewm5xcQUmJhV2sTVmlUdjGO7PRpjufiLjaIvPlLLbjzSiuVwRqDbnvVUlJdq2oJHlOe99d04vOC0O4VXobQ1NDJvWZzZE/cuYZqZ5E17sjPHVA4GoeIF/l9/Q3riyaUrYC0VUVRR6ISqotabiLY5YXpIiyxiLimU7krNAZ5YyVNFxSUWE1J6U+cUYr5YrGzj/0jm/ESeq3Xlq3XEo4A4ODFhAfFKB4OgE7pQ0S76DABQzk5KKtrhXeTfNIrZnAvbQeDMZkw92nG34h/diSsgLpKWlm7Jeq3NaJ/1RWTGo85Qk+f+UyisjYTFNiVu5V2wxdZ09y3uu5csW/9MH7aGroRtjCKhx85m9woeggRqIT8GfffhTt/UMoLS7A+OAspke9kL5xk6mLhKTb2tqtNJO/TxA+8Zkv2jqrT8V4Xrt+A0V5ZKzG5rDv4BEcOXoc/oSLMxcv4YP330Fh+yVEtG1D9GAGOt3nMB+wGe0efbjjP4285VMYT57C5vQYHN69G6npSUhYHo6u7jZ88PqrGB4exf6dT+D5R76M0MAQrE9NRSAl2lJKVxXFxZjrBJ5/+ll8+vN7cegoGaQIqf5rjQBmKA0fmZ4pnhPtu5g9NcXYqmC44iklsblMCq59+8jL9tdZSzXNWxKfEoRHBodyrRdMSpSWQxoWwb+0L+2UCOXZbCYBbZmQn/Xj6kvaH1hozVtnThLJu2EHGb8BwozMAxvJtEmDovywPl4+JKTLzLauw69Uj2cvnLcAdzGxCiVRRRsxS1XcIyUsl8Q4OzNt2ZOmpsbQNz2CyKQwfP53P4XVa1eRwK404nojKwvxMdGmQtQEZPOXilLzdpgIB5werA/f6/wrOXryimQyTr4orag0JkQ4ZXlCMt58JQZ+Hi9gZq4XC8v/Dvsf24zdG4/wDIairb4d7RVtmOmfx6EDx7F/734jupYOj8/VmsgMNTs9gzIyznKMUgUYMc6+ft5QSbtlEf5ITw/DxnSuh/sQ/M78BQIKbmOOzL7/yBCSSLCCBoaJB+qQkzeGty+PIOfuNGE0EsWFXkhMnkd1Qx6JdwNUIUaFnxVyomxYl65f5+uqmWaUJ1gEUIUjPDm+WDIsckZUnt84EkIXbGh9rGnwWiDhKr6/k5tr5QVV9ELSpWzKztm0S2xtnRV1bnPWWJ/rt5gt/lCAENPQ3t1lTJklY9FFumfx96+7PTwqWXv+AkJDwgjQKxEl+6StqCSxWbPr5ZADSiK3uC1js6lmZJuTytBR/Xx0AiJ+sicqr6yyUMjWqTCQi7duoqWx2cI6RKQUNiEkqWfJUB7LQyfHHVcsmPoVMRXnp9RToaEhlByG8Ys338TEzBT2bN2BCSJSZQESoV6EEWv2m/f39fYht7zUvMakNrXPCWQCNBE0qW7XJK8yjvtB40GSevf6D+6g/G87ScSCsetTGy2Xpnm9sqkie21dI8rqKhG+JhBNo01o6mozTk8qS1UyUK1AhTFsTUs3VawkTZU5EvKUQ40BMccoL2LZfsVYCNkqCXQ5pX0lmxcyaybRlQOU1HFS8yzl/NT8/XyIsL2QV1pse6NEB66mw+BJCaP3aibcC+qROhuClbsOwJPIo7yyF14zwTi86TF8/onfQNrqDaYGczUhshvZd2zvVe0klmtU39hkbu5yUpHzkTjSYEoDD04mm7wer5+5gEly93HRG9BQuRmDg1HwCpjB489Moq2mG3cv5GBulNyshx8CTfWTZJyyH6UVHxKsnXsPYh2lbMGH9lXZps5eusR16kBkXDy2b9+JjYvFdqU6zjp3BZ3DzVhVvRtuUyvR6r8OFcs+ha6AWoytIPHyH8Sk2xD66on4RpeRc0+EX5Avrl+7jOxrFzHcPYY/+7f/A3n3S1FPSWlFwgqUlJfj1Hvn0F3FtZ/2xEES6E1kfByVp4fBpJJwyClCcH7jTibGJsct3EcthMhPNl/F3urs/q8hIH7HCSsGWhVrxDDu27XLQp8sTpfnTZcoAYQq0SgLlrw5nTjlj/XNfnROZR/v7Oy2xOHKdSotjdSAwzxL0rq0dXRaaJAyBukcuUKppBbOLyo2yVP2ST1aBEznVcRMmiYlhrhXlGex2/LO7qB09+Snj1qu3dDgCPT0Ouyrv687iWo4Ovv6jdDqHChrmGm32DRuvTe8s6Tpc9drWVgk1q1fx7Maiea6MZw7l4B5CpGDE+fgG3YOu3bswNZ1+xw7O5mq0nuFWLEyBUcffRIJ3G8Rep0d55mOl7CYwbCgEJ5N2fhWGOHSs2KjYy0F45bNScjYthxTM4XIKn4VMzXtcL+fD4+8IgyWFKHvxk20Xr2Ni3dDkFmTjtZaX7Q0TaCuut8yRBFlEJcsWN9iysWM6vESTobJtAgHeRDfqCiAbKPevkqqshqPHz2M1TzHJtlpw/nPxs1/Ctdzrc0M37954l1jMnds205mwcErJpXye11v62d3OM0+X9L0l1J5/vK9E+agmcxBh4WFOV+yffz6X1d7eAimNS2wOFvF9XwIuLJ7qJJEXX2jHdiQkGDcyc+zA7Y8RunTPu5uzBf/yY6oJL/2GV/2Da9TvsUUSoPiWEVY9SzF8lk5KEpXYexf7SOLYpvuqA0smXVTi9yUcHjvPnMgUqYLqVeFvAVgyurTKWcZHmbVgjxz5QrGR8csTtLVq7hbqZ7lTKN5mSOQfaOH8df8Al5/4wTacjsRHBGAx373gK2NvtJ19UQ4+TWFGAkYxaZ969DQ2oxmIi+pfiXVvfru2+ZdLPWXMv6IQCvvrpwrRFCVcF45Z3VgPzh7xiTl7Zu32Liktla1D6laVfFdcxPyVqYXSd9OQPGHTaEiAb4B5uYeFR5GyTTZ+ZzPlMfccE8X+khsRgdb4LUhCHv/8D9i457HMN4L7Eo7hE89/nkkxSm4XmqaxYO22JTcQanTVAJKa32fRFmOC5J03uO4daXS/dmx5h96KTZM6vnkteuwhYTt4ulhjI3ME0GVwz/2LooKa+Dh7YdlRB6hXPsZLqhUu7FEhMplmhi/AmspwSrER2p3qa+0R7KZyfa2eWMGHjv+iDE5npSGpJrU+WitqsGE3wQOfvEJ5LTvQL9vLHrcc+ETPoXpyRlMtA9jsnEGk9We2LBpI6KSwzE5OU3Jvw/hYVH47Oe/aqFJY+OTpm6+evOmJW6YGZ+Gv80nFckkki7bsTIGWbF0wTAZr05Ke2J4lM1JEK8zpNhfx6b54Zp+BLY/1lzfyOZ9Q4XVyQzINiYE5ugM9DQ5Brnz7KkO4zKTAK0Sjb5f0rfs9BevX0NBRZmt26effc4kecGnCLyYIJW1E/FUDmkh36T4eCOGksJOnT+PIa757q3bzK9ANRYTSHD1DBEWpahUrtmiinKs53ptWLMeqvyiDDLkmfD2m9049b4/pZcAHDmSaEzfxRs30EN8oly+spEpv6tgVMyw1utXrY0Lv6iEWwjHUd9cj/rvvIb52haUjPVgZPwfkRzji2ee/izKSmuwQAZdSTGSuA+Hjj4CZWeSM4v6kZ1yjjhNDlEqQJ9dmA9VUpEGSFozXeOMwM1KX4npXZhxww/O/DlKRxsR3DyFDHhaerm8xgZUdLbjPg/SMGExaWs8Nm2hZB7Qi+WJQ3j2+XisXRtvxHIDJUuVVtMeSnoL5fqrb1UrktPNgps3GhrcyZxswN5dxI+rHMbkwXos/hoYGkIhcUEv8Ye8c4VDBXcqlJC2fj3P3qIqlfMQ86w17+rthqrNyB7qaq5+Nd8h4kaVFVPeXBWxPrB7z4dr8c/sya+jPVw2TDZ5cSqspG+wHwmxyyVoWd07eftJ/y5uVxtUQ+lJ4RGSEkUwpRrK56FU/KDlPeVvIXFDoto8NgGJVB4qkptXUkwuadYOoJo2/+2T76F/eMjUvQqQ1qJoVFoaCS96IySk5ysWqp8Sh5xRZBNRzJTywuq5yreoqv35lNKqa2uRvmEjools1vFAKybObADsS9yyDOIKLB8cHrQMNnpv9jKTloDmIRLmqCk88puHsCzJUaHyY2tS5yrDSvzyGGRsTLNKCJE8NJJ2ZZOUOk2SsjIkybnh4q3rluxaTk09fT0cYybu5eWhkONUmZ2DO3dZhRYhqVoeovb2ViO2khYjSEQkCch+JNsxB2Jr49o3TUhIWfZVVWFR4gZdoLXIys1FMfscu5uL3Jh+1G+ZQ9q2R3lYZ8lJJuH4oUc4RqXOI+e9ODlXv/pf5dBW8sArsXphVQWmxycwNDQML0q1QrpbNqSZrVgw7KyPo65OJGKW+m4NmaPRkRrcvv0KIqNL8OKnHqG004d5b3eERkRahRHttwiinC00Dx1W9XOJsHgzOxs1ZB52bd9h8aD6TrZk5Z+V5kLPVfhNc3sLBjq68MTnnkLk6t24ccvRJoRFdWP3Hkr07kEYbOyC31QgEkM2YOuxzSSYkviJ4FM3Yhcl2jgyTzJHKK+t1k7StWKHX3j+BfiFhKGN0tEEnyWiIYIhJkh1F2+KWBNxKrdwEKXNJEuk7zCeGoStigbKZnDN+8Y7KGHUT8Iv+sO8n7rWzCOL14o9SyBTKjuhkKBzkpy+RLBFRJW20HVe7ACo8ZcSIrQRkba3tlq+WCX835KeYedRUrvsmvKGFNE3Asnb+/t6TWWqM6znyYwSRnjas327lfrS+XchXWeINjMzI8isILtZBBk2eXcODkzhz/7NXVQUh/B8elix5siIGcKMF4JJHMPCQk3L8sv33rHcrcqIpKxVU5MTlFiLzGSjawz5m5JRUtUC2lrbUPLyywg8/R6Ch0rw/tQN+Lo3IpH7lrZxB94jHlAGnwzO1TcoFMv5ucal9ZFZ6dV33rKiB3Lq65IgUFtnaljZA20D1PhLZpz3Tp/CjRuZKHmtFOfqX8cM121+6Pcw652GKc8KtK1KRtF8F0qSZzEcNoCdO6Lx0gtbsXNvDPbvj8WqlHATHHy41sZs836tveYhYshlIr6ItYQgZSUDyMvegL6WDZh3n8X2XZw718Pipnm9M/85CgF9pt7u7ulEUmICSkpL0UCcmhyfTNwZTWn1w9hdSa8q16YwPhN2gkM/xBlsei9h5dUT76CeDH8Mz/OB3btNm6GmfgyuHpL2EEmY3BAu3DSRwWsEqF4i8L07di1ulBMHqcMlZCZEsGxZBFIoxcgwL45GiP8CpTghF8XpLZ4lO7iuRddLaqTbuTmoa2xCqH8A1pBA6CJJhqq6IES/arEWHW9QL4YDKmqrycWWIZDcuz+JkOKOlOpO3qY6dEpELNvEnm3bTR04Mjxi6lOpQSX9SKqVilhjkCSbTw5NUp5UNLL73eH4y2tqSKDCbZ72XP4sT1iOjTt5/4aED+exOCbZMpW5SIhECK26rs48XTVs816jJCjir8oBeobSAoqBSFuXaqqgYkpqItA+PFAREWF4/Ngjtr89vf1WDf/Fx5/Ari1bzeYhQiJ1jjhyWxutK8chhF1PSUTu32IklOqtiojSlwRLCd7HSNxUYf3O+TY01Y6jMaEH0+un0NJXh7aqOUyOTOHQ/v12KMUA3S8uNEKhsk4lZaWGfOQcoGdXVFVbbJzG1EP46Ojt4pouw0Fyo4bUFtfH1o6/hJgVI6scpn1dxbhz9ftYvTYU3/rWHyM5KQHRUTHYQybh6MFD2Mk+11JyU0JzNw/1Q2Q9Pm6ONArQf45rIelWqk/9FqMkKVtahm4iea2GXO33HzpiVUR++oufo66KEu1cA5avqsWXPvs4tm/ZxrOTjseeehqP8e/49cvNQ1DrGcr5LiOz40Ig9W3NlvVkZGgA+/fsxQoSfncSCgv34dhEUJXjU9Awy8++9/JPTcOgUA/FKiZQImznGkkCFJyZGtXWxfndVd2HE1++jt6zYwjc7Y0573lzxlmELvtfkqtUp8rk4zhvaFH1jQiq05deLinkQzTopAM8ceoD3C8rwRPHjyNj/QarSyl44yTtesGOmjQKgmXlFNaeaR4yjwT6+3N/yQCSORCjIuZPxFKjs7Gwad9FIHW+dP70t8In5LEtFW1Pfy8ZwjsYHZiAe3k9MgbvYP3GlaimZFVSXMrzv4oEcgqxEVFYx/2f4to2NY7je9+pR239PNcvkETcDzWl45jMy8bsxZPoP0HG+MZVBPUO4IPYCez93OOYnPNA0prVOHLgsKUdVEhMaXmlORopCUdMVCTqyORfzr6N0uJiRIZFII+wrv3WuZMwICZPmXBElkTUNMUeEm1fTx9cefcaz0ULZsZ3Yd7vL9FKViZoXy0+8+//A7p8Z1E8WIZpr1H4UUqMi1yBwBBfEh15S3sZ49za3YmQACUY0YI7aye4E/Mrgqk8xpXlo8jPXEB/1wKaW2O5P+5IT+NoeB4cK6NWfoGSsT/hX+UOkyjhL8MoGYzqqhoLGZLGRQUB7Fo+R3MSzlapQflVGLOz+Hx9r5fUuzdu3SLczuLTz71gnrtKGuP6/mFqDxXB1GGROlDJA+TEIMJhi8Zvlw5QQKbk3OKwLUEBm2wK8kpVRqCxyTH7m3fxvo/eO8rvb5K4jY+O4vknnzbJVYdMSEWqUamIhDjU7DgvEoabJI5Z9+7ZoVbfE5PjqG5sxApKc3JwuXj9CoEvxLxO5cav6u7KGiSCJnd5cdGaicauGEgl6p6bnbHk4zJ2d/Ng6Emyn8om5hqz3gcHy8nHZSh3WAhdq7g47YeM7B2ULIrLyyz/qhx8ZEMR1y9GQ6peJTeQU49sXopzPM8D39LZxfm5kziOY5b9JZLAiiBKvSZpUgAuu4aAXMhKBNHhtvV4B9nVUxI9eekCasgliyHoIPfdTW4zg4RBUut5rou/XyhamrYhu8kHUwnF8A2cQT8R2Y4VTyF15WrcpQTaTUlEPf79d76DdkpKsssp7vQDctiKkVXMqYrzriPzocDm+MR4SplD5vEnhkEbbSNbsteS5LVO2sTaymJkXj6NgKhl2L3vmOVTXZmwwhCVHMXMa5JzU5WNIjIz8vSVo0w4JYzNG9KxNSPD1IiavzcJuNZeTY46F2/fQNbde0hfn8ZxUpolbLxz6nX0dpzB/NxNSlLdZIaaER0TiaeffgbJRKzLYsNILLmexu0vGTORh+BMqtBgPv/Tzz1nhFRhFR3tHTi87wAJ6G5z1CioLDcHKzFsUURc65JX4vjhI+YEk1dUYCp21TIVvC49A2qVl2px4x+zUTpQiDy3PIzNTZrDh2DfBV+KEW4VjPBvMYlitsQgCI4NDhcJntSLdc3NyCUBcJXe0zopVErZuhQyIkYwqyDfzACyoUk7cututsGok51K5a28UVZZgUzOPUH2akok+l59al8/OgN95HyiZ5nKmT8akxLdZxUVYmViDPZRsn/keDIZpFn0F5zAsvtvwO1+LqYKChEc6I14T18kDIzCrc8Nb99ejauX5vD+m5NkdhLR3hyN3Du+uH3THXdvDMPr6s/hlv0GuiqqMTE4wufPI4wwNr0xEms3HsLA5Byl7TDs273XwkampqcMrhX2JFtrKc/n5cwbeOLwUUpRe/HuhXPw9fLGI/xbzNcs11HpH0+eP2dMphwT16xO4Rz24E51HppaNyHY499zvj4Y8/sZMp5fThz2VUSy786OTjRVNaCvvp9nsQ3NfO6mjQr78bNCA1dv3zLGSk48rmZ7xDV0J36QPTw+PhRd7U0YmSpFS9s4NuV8B8uyX4NbImE/XjGvvInSo8LFQoiTxDxOTrnh2oVAjAysxKGDscRHnoZTnPh4aSGU3CXY4kotjE97xo4Mhki9BWu6RnmsNxHnLyNj4UjBH9/th6M9RE4/4jj5YC6kCKXUMEsHtfR9c2srsvJz7ejKjiWJU5y6DOc/eu0XGBkdxua0dHjJ045t6b06fPJUU4HfhvZWy4IjZ4Luvh6z7bni/pzG+/SP9yt5uHKGyjlHUktBWRmaSBhmZqaxc/MWiyWT5NbT20PgvA1vEmARcH8SKiFiEWpVGJEnoZyIZqcnLTA/IiLcQjecMjeUmAOVtWeRn+NzHTQhbtNBrEII+kzjVbWNuqZGeLp5GoKVd9kXPvEpcnprTSWr54nI8WbjJuXgIMKnw5h3vwB+nt5YQ8KkMJpuEjeF3kjFpsMrdZk92rHtf2QN9d41PmWLuF9YiGly6RevXaFENYvf+urXLF6yh5JXcXEJRof80VgXj6nZeTzySDynM46MuAP4xqe+SQQdiH/44ffRTCn1GJG93PnlQLJhwwasoCS3heuanrrBJAyVcRNHLLuixqmwFxFWLyJlG+vi2B40O+Hk2Ll2IcFh3OcehC1Pwd6dO8gYhJARcGILHQIhqWgGmUTi7W0dFsMWxL2Tilvp+BQPTPYf9S3NOHH2tPWrkB3ZDYuLSkwzkp62wUrMyZbr5jGHvFuUjj1HjbGLX7GKkmkCOvsGrEq+nKvkwe2M98MxSyUtotXd1W3SrwiH3PYFEWLWFASuPb1N+JdzxHbumeBJyTyk9usgIyLHLpMqeY8Ynw+f82ELjCMDFOOJbV9bhynfSTSTMKrChjxsZ8nICX4bOdfzN65Zqb1VK5MtgP/qnUx5fJga1pAal05rIIJ+7uJFC61SDLVMCjI/yF7p4UsizGv+8Qc/NK9ynRfBxclzZznmIPP8VmYqvZQ7WbYwZXJSaJarGa7+2BxcBFuf2zt+rfeNlFCLikpxbN9e7nMEIqKDEBo1i6q+LOSV5iOwZxCJZHTCa+sxeusmBjNvozK/Aa9UHEBpWSu6WgYwPtGL8ZFOTE3UYsGjBv3j2WgdvIiOsXrLK9wRHIiBsSnETPviZue/Q0DSDrS13yWskMFSWA+HI1u47IZywhODpeoqa1asRIbySBOHfHDuPPx59vft3mWMvyowVVVX4w5hsIuw2tLWYik6k3gO1qWsxZkTsfCaT8XEdA9mw7+LYEq3q6I2IiV5HcZ6plFyqxjjPQNYuy4Na9euJ6OSTmZ9UYOVk2M5n5XkwNVsPblw0j4o8UVggDe27YrBM8+vR2TcMEbOfhsVxZsw+EEwOk+WIWjwPEbu3kbr++dx8pQ7/vGtJLz5swXkZM+jutIHQf6zWEfSII3OwrzYK0etrHAwMUNilhR3LhxsYTV8voYgvxI/njXhwRvKrMTzKrz8MLaHh2By0cwVmU1Spt7JEK/4KUlQzoHQBi+gqrbWXNAVdC8pSIdbOy9JKokIRjYXORJoUkq/VUROvLqpyTJGSFqaIGLMzrmH6+S6mkhwskuL0NTYZLF/cpW/Smmye6DPOHNzbtGGEulFR0bbIdYwrty6bgjLjQdB98iZR9fIYSieiDQpfrmp1pQCTGWzvvfqq8itLMOezfIi8yOSSDGVpcYoTsuV+MCROAjE/G3f8WVcGH/Esda0NBmimpueoZRRiMnRcZO69HccJTGpfxXX9v7lC7hGzlLp2KT2ZU/WlwLFlYw+hXN95rHHLKmzauodIBcre6CtM8fdQElR11v+RsEGXyLATlYbHQZ9qMTtvuassJzrfpVrEh8fhwO79grmzf65NmUTcrO9kXljAGvWz+C3v34MX3zma9i/9TEE+QZRgg3CCkrj+3iP3P8jPKPg3xsKv2Af+IX7GGIWoX/ADfO5ZGDJWPEdP5PasqNX0um8zdsZlfOf5jk5PmGe1HUtLUjfvgOfeeElzJIzO3P9siH6qGVOui3NVcySagzu2bHDuGf1r/3Xsxe7RGtbG65dv2rIcB0ZE4VK1Ha0GoOnSjTZlA4FC1rT3JJyrNm2D88//0n83re+xblE4U7eXcJck4VnRFAqtLGy6flqC/PyCG+khFTAZ7thPcejGEdlz5FkJilXIVa3SLhmObd9e/ca/Ov22oZavPLuO5gem8TRA/ssPs+xDTp9L21KD7liSzwSV8dzLsGc03US/UmMjI9ahivNR7ZQ2ciVKFvhRRUk9KpSMT40igAyLkqtKNW/nFm0XuMTE6hqbLBzIonSnJJI3L3I0GoNZR9fSen3vYvn0DnUj13bdlr1ETGR569dw1m+ZC9XGT3Z3U6cOouiumps5Dpr9T8+D/394DP+knQuWJWD0vGD++FDCV1+AYqhLqq7gx9c+e/wHppDxjCZR/cF3JkcRcHwIG7MD+GO2xT6vOrx6ecD8ejTlA7narB15zT+8E9XI2ZlEXKb/wuGEjvQFQVMeC7Di3/6F8ivvYMrZBDvTx1CZ+UaTI0dIGHMQFQ0GYpYwqqkMcKUc6adpP+CZyuPxfdpa1JQWF6D9t5OJMWtsFCSuPgYSmqHcfTQERw6sNfW3dfDG73dc7h+KdFyEQ8O/Q2m5y6jv3sKIZ4R2LZ9F6rq6ynltxDWPoFvfev3sf/AQQQuaqrE7Ms5UZ7xLoc617q53ptDI1/ePp4chxvh7w2c6LyKsSZPDA/PYLj7DgLvv4uWuznoKirH3Wp/ZLcGkimuxNBIA89ZN/YeBNI3hXIrfDDnNi2+CqpE89rJE2hv7UB5XR2u3bltjloyFwnP2Dj4T8nzR4nfvvfjHxnzvmPLFhufmmusD0N7iCRMLh6xh4Zx6uolK+f17lvvoX1kwBKkCxkKuSihuNSx6eTcJMLLA9AZPBHp3AKGyc2ooLESAYjwykCdefcOSsrKzZ5YWlGG1997B0ouvTltoyUsV2291UTWmzIy0NPTg1Nnz5AY1lEa6LE0WbJrusJXtMl6lgz24SFhVqpLKlCzv/AbeUyGhYdaAuVTly5ZknQVh66qqMQED+/B3bvNXqexqbkWfukGfHwzRDKVCUShNa+88Uurkbd96zZkkINUVQM5SCh+MpmEx0PMAxfyXm4uCvLvY/e2bSZ5uJB+R2cnrmdlopnSgypRKBZT30nSsvX3cLfg55+88RqGhgawkeusaiwVNbWUNm4gtyDf7pGqksfM+jQbHKV7pcXat2u3Q2Q4B6nkqqvHcPYDoK1VRY4HcPRoHKVuD/O+VdFbEaXE6DiERxNJDc0g54fFuP6vC+Az44e4nREWV7p0PayuJcepdHgvv/lLXObequD4DNdbdj2bJ7+XRP+9n/8EJ0+fwmp+/jPOp5GEyJ/jPn/1CjIpVUjalkexmvZEHp1SAZqd7GN7oKbP5NS0f88+KBG8pAaphfO5zpI+5djS0d6OI/sPGkLcSGZEybvXr1+PktpKk453b9+Jndu2m4rOJLTFfmVD1yuvvBRvvv++SdHRhOG1ZKx0ndZJyE5zE4e+UbB78JCdC6lmJG11UiqV/Vh263UkPIKxXzUPtYmJKQxPOEkDdFaOHjxgdUVlB2/h2VNKuIKCApQ11JmdXgk+NGZlijl6+DDePX2SBLPawrCUA1brLrW8wpP4h10vG6Ser7Hpe2mOfAN8kV9wn8S32rIS+ZCYqnCAmE43MgtryUgoiD+TEvQ7775r5/exo0cN1v65uVgT7PJnkhJNc0srJZYA/Nu/+HNk5efgNqWW4pK7aG5twsLsJzGx8FX0TbWjbr4fIxRkSjd6oDeezNVkOZ5/6hM4dnwjvvD5nTh4cBUqK4vxw1f+DhO+rXD3JOPin4Zx7ygStiTcHq5CQ1wbZqeKMEqiMq1QopZgdNS7Yd2GBQRFLJjGDB6EWf64mGA1/Q4I8MEVMiryGdi+dSsCAn15vSe8uSbCN4F+lML4fnp6Ag2f/yI2tnwHH0wOkan5AZZ5R+MLj/0rfO13voRgvyAo7O3Y8eM4eOCI2QvFOAimtTAPzve/tH6LbcFtDlOjk/jjv/sN9Lj3InagBy8ElSHErQmXJ2dR7DGJC5Ez8NgZQBE6B/Me1/DSp9fj+Rdj+VpDBtsToxNj+ODCRQTJ65hM6f28fDNTyL8iMSoGm9cRzrgXwmdS1Sr2VskvBN6BShJBnKYYfJfwoPa/Mvb/E+2hkjDVFHj91sn30NzcjGUkSCNc6KhgldqK1kWWoefMtctEVp52gB3pUt84rx/94ufktBusgoc4GanDRNjk3Sm74ujwCO7n5/NgJuPIvgMI4aYeJjemwOuT58+bDe84EYIQnrijgaFhkxgV/uEcWkq/C/P2vRxhlK5NwCrDtSN9cSG5mPpRCRyxWRnr03B4/37L9m/Iz9bauUb3CVi0Aa5N+PhmmMqQn6mQbC2RUiVfxIZYHhVtuSJ1ufoyxMTf7jwtMbExVnJM6hw9U9/pJW4+kGsiT0zZM01lu9iMaPDHi7+ryqvI9UpKBjJJ9K+SWMqjT4Z52V0jiGRdo5Tnnyvswo/IXPugtbA5uc+hvq7T6m0eORaCfQei8cHls5ayUN68UaERlBjn4T7vqWJI6B/qQ0lhGYI2+GDFPmUOcYLhHzTbaFsRFJWWoL+ty2xmQ+S8vaSWJ6xob+pJvO7m5FC6nya3fshiw+KiYpFXeN9yCh8i0dtFwiV1p9SHchxTfUKl+NM5XXpYHzTBKK9V/Ks0B6rGIVWxilgL4WVsSMPBPXvNHiqbkDJLqZRVb28vrt26aaEgsiNrTuYFbV06DmdCaKor+cNXXjGYjgkNR2JSIrKLC41hM/jj411w4timHSZHACBGUtJUbWU1iflqi7v8OBwtbcrBq3Jq0nKoELaYGy9PbxLbBOzZst2y7qjmqGx12ygF6vwJVpyQJNXcTDZziOyT04Tf0spylJBY6nyRPlgcqEu6dY3DGbcXtqRvtsQZSt+WSglaEpA8zdWXmLvzly+bPf4x7tsxnlGFjlkf//x0rOma98ns/uTnP8OyoFCUEj5GBocw2zeLqsutGO9bg3mvT6PFex0mk2vxpb/6AiKPH0Ve3T14+E1ibtYXeVcIM5TolPZPMFFQnI9rF89imkQkKjQF21KPkmt3Q0ldLZISVqNntALuARMI8a6Dx3QqFqZmyQx6or/THStjRgkfOgMOE2trsWQS6n/75t2UNDchNDCUxFzqbcUjUlIeH8fCxDhmBgfQ+eMfwv36LXTN9uKiXxN8F8Z41iLwzd/6E6xYF8++DWBxh4Qpp6gQy0gwi7h+fbxXsaamJftfbHOEy6mpCbz88++SEfPH0NTP0OjzIkLD7iLsmWOomq1Hw6oxjqUOfpQgf+OzX8dXvvQ0tm9bZWed7BxKq8vxzslTmBoZwSNHjlrifDFF4TynSkqSSKn54vWr5ugjD3VVO5G5RVnY4uKJE8hsqf6tVLVKVOOCn4ehPUROP2zcdNmj5CizK2MzNm3ehAgeyvVr15jTDEdp2Spk4I4lV6v8qY7XlYDRybd6+eZ18+BSTT9VLtA9Qlzm6SciSw758KHDPNDrSIAESJq4nG56zWlBNhglfpctTbFwXV1dZicTF/6RxtvkACHEqpACudA3trVYXJJTkZwSBvtRXKO/v68lNBcACDE5SI73z82irbvT8mWK8ElydrWlG6IYPyFWVSiJIEd/t7DQnq0gfiFnkQ95HLZTelSFFV8Shx+88jPzXs3gGKSWVuyU4i2bOtqQRKSYTKB1eaK5mt4ZAWdfUyQeCkRXzs/+oUGkkMAeIcF/9tEnbG1MOnLoBy5evYzzt6+b6k3SjWyXpZVVZFb8iQyDsXV7CJ5+IQb7D8Tz4AVgYWYe05RwtqRvsjhZ85bU3nM80WuisPNz6Vi7fxUCgv0sHlQeuxqniIrChmb5YKmnM4hgZedbnbgGDY3NRFS9FjKjNSmvqqR014hl0VGmwj2y9wCUKHzdmjWmttd9SrWoECbBlrxBlQw8t6TAsoxYNqXFtdF2af2F7ISEzly5bM4ZSvCvZ1lGEnLxkqiUok23KeBezZtzkmQlJyNVDpHHr1baIfnOPrte6kcEXk5MTz/2mIUedLR1mJQpgqkN0l0ag8wVRuy5buSScOPObTRwb1948hnLgGSf/wutt7cPNeT4B3r6sH3LFsLwDApLyiwFo+I4GxvrzYEsJlHep4Fm2/QkTGsEMp3IIUr2VcHBLGFbKedqSUSO7T+E40eO2NgUZ6g1k4Rj68drNX55TsrzdZfVpZVznr7j/4vrsDI5CYlkhvfu2WOquxnCouBAZgt9//GmPvWpvGPv5OVYyNeTlLaefe4ZHKPEtSJgFbJ+yRUP/X2e+XRMef4MqUe68Owzn8PGVZtx8fRldNW3w6NrAXMqALAq2WKJxdA119Ti9sWLCOiIxqqZXXj+Uy9g/+HdGOzvRSRhq6w8Dwsj0wgdCsRf/c/fxtRMLdw8OrCQdx3Lz/w1fIc64Rki71SuwcQkZjm2icEpdA/7gvwn7t6bweuvBuDq9Rm0NM2iIH8ONy9OYOitn2P+F/8NLT/9OQav38bMzASukKhPJwWQgUjEsWPH8dyXPmPnQZOfm5kzlXlXV4fBpPJol5WVGbMjTYrWR/ukMA8xPFpw10pqb4zB5Xt3txm89d4pZF2pxvzAn8Lf40n0zTfA59lSfP43/xxDfsEkxvnE0/OI9EzAi09+CivJoOk85hYVc889kV+QTxznjW9+5Ss8W1JJK8lEAFauJJNFBlN/65yKOc0rK8FAfz82pKzD6++dQFFVBfx5/m7euUX85AU5rclH5Vft+6+jPVQE04bA/2QPUSyfbIIKiTCi6OAXc/bYQkSpAFwn2bkQmdMk3XV3dpktTg4h4lhk/5ETgxxi+sltijDJJurS5VvjNZHsd3NamqlXdcDldZfCg6twAxHbB5fyzYeL5fxWvtqrmbcIsHUII7IRQbFrFq9TbKk4PxEeSbwCYE1HqtW79/MNuOVVJy7b4F/3iYgsNknMA3yGUlXVNjZYRQMhI7mqm12C1yhLxomz53CPRD9jXSo6OjswMzVphv8bd7JxMfOG2c7koavYMnmBOmN0nmFNjAd/iYifunCOhHbSHDDEpEjNKA9g1U8UspakqnXSHNXPABHwZsKF7I3SAtwg4pXzijIzeXryGnfuQU8Hpbtxi7Pbkp7Ow00Cz3kpEFxMxCClea1RYHAg/APldOSG4ooKnCE3qj2To4wktz4eMDkHCFkEjPmh9fQAooMisHHPGiheU+OSDVuhBtUkOo2trUaElMVHBEscrKS6FjIq2bm5xiTJQUu5NHPy8ni4g43JkqSquYm4iSETUrHcrNl3eIjdjbGyFHRaNK0Df3Tt6NgIzt24RoZrnEg3lkTTx2JJxSyJSEuSlYOD+na91DRuJSuQ5668nuU1uWfbNosxlSeqtCoKgVCB3Tv5+QbjgmcRsJPnz6KSTEpIWIg5Tam5+v1VTYyNEJfOkjcl8xYyoW0kuG3NzebsJMIvu6lCfOoa68z55IHESMlCjJJr7ELAim/epgpChOHLWZmUEMttHmI8HjAHPHMiHHbf4lqJ7XTezYG4nGCvUA7lH5b/gHPuG7nmRWWlBk9iSKU6F7LVOrIrOyvqSSEst3Puoa+rxwqza68V11lV3YqKGh8MIg0z012Y9T+JyIR27Nl6CGHBy9BUXY/Okjb4BIcjjPv01FPP4SAZLCXRGBjsR31TC3x7YzE16IEmSliHj+/BURLirRu24NL37qG/pYmwFYY//8//Ho89vobSaQC66y+gp/gaZvJyMXGJZ6mkCiPZ99B+/gyK3ynEX13ejtdfGcfFsz1obyYs1k+hJH8YlWXjqCnn2a15DzNtmegeGESH5wIlrgVsnuccIjbij799Bo8/e4Tr46hb5a3r6eltoVeKD5ZQoGLgu7Y7eadV9k0mA6USVErPcOJX4XFXU+yuksAIfwb4BVlWppzbafDHC2ScRzDp9QMsSx1AzvUGNBV1wb3eG8N9fQjwCsHhw48gPmGF2fJPnD9HPNCPkpJyBIcEYh+ZUmljzKGJO6T/HZwBy+Ylk1BhZTnGR8exa9tWMl0k+GT6xUTdunMHTS0t3I9wY2b/JVj+P9keLgmTTdyOXirdJK9FqbG0wK7DKcO+DouuURMiW3xj8Y+p6zeYylA1LhUIK6cVeWrdyL5tcZSqsiCC7Go6dJJwhMh0wMTlu5oOtzZYEuQEucNfJZHpb3FuIshKNSV7jytHq6vJznX2yhWrKzk+NWGhK0IysoEprk4qLHkTChloHia9sWmOQuw/eu01kzYS4xMt1ELrsofc+fpFT0IDRN7TRyD2IyFTNRN57SqJtSq7SJU6zfHLc1XlvOSVaDZX3rNkmHygs8Zy/17QuNjvBJdXRbzlTTs0Oowrt27iHom81tHiRXm/1LOyX6r+oZCiGBlvd087ECp2rdCEuwUF5smrWFcFaUta/Ov/8l8t/+xxSvxyKBLzoNhWOYyISIiKijjK7ipbh8JWtAetbe3IJNGa5b54Nfvjxn/Mh1+wL7Y+nwZvP4cQad/CVYKMjEjssigs51ia2tpszywcideIMArJaJwzc4pD9LUQBzkRDVKK0z3aJ62voE1OQtIGyM4nwqBsOiZR8stxMhJC9mLQlN3pPIm83qtKhxCRrlGi63PXLlvZLKkklaBCA1L/S5sYvazcu8YsuJE4KC3h2MSE2aqlXuvnmkhVJeZOkpyIt5J1F5CoaH3SU1P5bA/r+59rWiM5lOgsVNbX44NLF6ySzpOPPGKqYeXG9Sfj4ktELM1G+vpUgwt1KUlQjkdaE5e6T0ytzo+YigYydJNkjIS4hS+0F4bYPzYgeWayN56badTUjOHGdXdKtm6IilGGLi2MQp5G8fqJd8zmGcCzLDt930A/ymuqTPIQw6K5KH7xIiV/5TTewLHezs1DW1OD+RB01zdjZfAadLRPonf0LCZnzwL9c0hJ2Gh23A0b0uHm44/wuHgce/RJfOlzn3fwAPuNIWO5ghK7l7sfQlNIZCLnsInMnjtPx61zd9H62iAmfMYQtMIfL376i5iYIrz31uFM6bsoa29CzIg7wian0VNTj9aySjIfNWjrakKBzw6u9wwJSythsQuh4Z1Yt74H8Svr0b1wAo1eWWjzHUBgeDymY5ejZrgLLeQQswb/JyrrouHjxz0YdyfjDAoWWlmnwIPLVikHMTmm6b1wZh/xW0FpqeGPZfw8Id5JCqOC/dk5OaYi1fUy5ayIXYH3XvMgwxyCibEcMhjvYO3GcGxOOoipmgkS/2mMu83BKyQABw4ftXAkmRmG+vpN6Ni7dzdCebaU7L2bkrjeCweLeEq7IMBRbV8VFu+XZzTXXTmCN6RuMCZQQpLqaEpiFo6RE5jm8TC0h4ZgLh2AJJs3Tp3igveY84K+00uETdleJDUoFVMvN0iIJCRI+SCBa5mZ6B0eRAQRi+piqvJJZKjDocgJRBKauG8hTFcjvFDS6cbl27fsucpjubTJS7dCaeGqqhDKw/nxckaKuhDy1SeSgmTXlCpy6TU6fHIYmCNiUF5ZL14npyCp8CLCQ02PL2BVkDFXwu5x3a/fyr8p54za5iYellqTCg4fOLAY+sHr+E8IaSUJkVJT+Ujy5r0jlATfPHkSQUR8jx0+YnOR2lYA7pIwPjIXLeJiX8okozqbt+/dM+ScmBBPybECeUVFxunLm1R5SgX86kOSvppUk0qBJelciFBhCfd5UGXbCvYLMKmPD7YEEp3t7abK2blzpyG/FhIGORzJjqx90tCUkEFMiAi8xdrxMWKihJxVSigowg+zEVNIOrYc0WsoxRHJupgpeW0qx6xU/O3tnfj+a6+YulwMg2Zt6dkIK5KY71DKl+QuNZzSkSlvrOxrsidKftEctS6+Pn6m1hLhlCQmQqV8qMqh20KpXuEcygmqMSoLVQSleZsIx6SSaZJqRZQVkuKoGEVIPto0eiG5AC9fU8VmU5pUhibZ5JXaUCFRCi8xlSx/ND6992Rfgj0xJOYk5HT3qxsfYvPizzT3QPujQHQl4jfiR9gSE7ctIx3bt2wlM6dahM59gqNbOXfJJEzybEXZ9NQMDvhc5UuOiY1GAxmUuZlp20/7znXhgybmmJIPkfgPvleG997ywN1MfwSEuCEu1h0BgW6WtznzThb3Px4H9+01iVV5YM9cuGAaB8Gx1ks962+tvdTtyi+bzLO8PDAUnlcuIjbvErqn76N69ha8Z7uxvGs9PEgkC1rLyRz1Y9PWbaY2V5IFMdlqGq4xI5SeV2YkIXxFiNXnjJen78nTxBmXsWwmGnG7o7D/2D4MjE+isroSWXcv4XLhB/CYSULU9E54YgK1QW4on5/EjWUTqIyaR8iqQfzR7x3AkWOxWJG8gNQM4IVProSbbykya36MqfBBJG7ejOOf+AZSDhxDcU81crx70ToziaFOX2TdCEZxkT/hYgFJSaoG48CnM+4P11nvOzo6cSPvrtl1N5GZSE/faOdEayt8IhwaxT1L43kSgWp4+ywGs+pRTCI7NvxtBIe24I++9R/wHCVv5Vv25BmIS09AQkoCduzYYfl56xsaERa5zMJfhMukev3xL15BLxlPMazKay1NjyIVetnv3aICU+E/eexRrF+3bpGhUpUnX8MbXcSTrTxP8ni2NI//BHZ+Pe2hkzA1EHHyUhH4EUEqptAlcYl7zaEUcvnGdVTX1KKM4nx7T5epi6Tueuu9d9E7NGCqIXltirORrU6EQEmk5SYv4ilE6WpyuPng/Dly2bUIo7Qgu2g/JUKp49SnFbu9nWnB/soEI6SlMboWTH0r5lHGdT3LRVAfLCffiBgo/6oQt+rs5RbeN6O8VLAi+ldu3zQVp9Rarntdz9BLxEfljlSkVQ4g+wmkyoRi1y2+RLhNPe36gP8paX0FkYukACHcanLcyrMpJyWVeRIBch0yNREaITwha0kqUpvMT8+aSlrSXSUZB3mnPkLia8ml2Vx7Yw/WePnWITDu5CDn0EaiqGoZqu7wKO+L4eFR0oTWllZs5zy4eJYAWoyGJOcmfi5JVURdyEoHW4dInLORQVJM7Z+cBMz2uCIaa/cSMSV9aGPWUCT1Z+fnWemiSXK2kpoKS8vMIUbVaFxrJIQte6RqHipeTTYz2QwlvWkc2jtdq33QAESYpF5V1XgVNRZCGBwawV1KNLmFBWYr3sB7tdfaK6kuTbbi/UJGcrSSpCYbp9SyZk9abFo9bgGGSbwUCiVuXxy3JG4R9TZK52JS5GxjK82tcxELjUVZVnS94x3r9GgdsjnXsX99rs/4WzCjayUlKxmEvMh1nc64iKXqHSokSUyA3aL95UumBJ01aQVkp++lxDvC8yWmzmrHEjlKLV9OhOjD/VvJvkzy0UM1JD7DNS615tY2FBa1oLNt0JJoNNXyvHRlItyrD3UTI1gWHGq5RS1pOEetSiaqyBMWGouhgVAia9nwyQB5hZJwxGO2ZxSb3CeQyA8DOI5wEveRyTbc827DaOA8lhPWQmeWY++BXVi3dTWGxkes5qec/1ZQ8tIgH2iw+Etv87i3N7OzTHslD/v2tk4EhwfhyJMHceSFA0jfvB3f+cn3UVRcgII72dxDP471a+hx+yJGQtqw+dO74L8+BTnz9RiOHEFvbwOePvAMtm1bRwI0QYb8HmG0C8V5WShvKCLc++ITx7+GZ57+ApLXr8NsiB9utF0CfMrIeHdgdjiB8BqIlhYKEpTUfPxHyYhPOEzU0jXmBFo7unD28jmEB4Th4KG9DkyzFZWV4O2TH2B+dt6cEhOIG0bzC9Dxn/4S4Z2ncGqinPCSSzhMwFe/8k0znSxbvgxbjqRj254MSzQfFxdr8P3aW28hv6TIHOm8Pbwt9vI6GZ2w8DArySZpUc5vqvkr1fl9XivtiZzgfBcFGI1b2kMR8TNXLxk+01kV0XyAZ37N7eGyYXIQeonDVd1JJQx2AMAZnP6XClNu9eI05cknJKQgc3H0im9UDk1xnfpcxE8JDbrJrSi0RAnc5fAiW4yrCamfvnTBPMsU8qGNvU9kpQxAkj60UfMkqomUPORqL0KjtnTB7L0glL/lHi+vUX0mm9OHVynGydvsZd19fSTA1ZbCT44yqlEpZCevX933T4CDfYt4K8G7bIqqoOFqrnEYsdP5sL954PkjaSo5kZwgOW0V7ZUDUwwJXzM5fzECMry75qNmCM3moX6kFvMldxlstjTZhZcR+M0xZWbWkj4oqbIIWlNrixn3/aQeNozsjEP7pET5wUTw0hSIIZAKvMcOToRJ9vmlRA585lYyOVI/q0KGbMKaj8qpmVTJvlwvfS573uvvvI02SsCruN9KQCBnJaWCU/FwSfpaQwVrF5MYKkm9kl3M87N4Il3llrUx2v9s7FOwMznh1Ahcu2a1EXBJgM5aiImbRzeJo1RJygwkZkLEOLuA0t/kFPeFSJjzHCHXrixVtq66Vz+LYxdzIhtsQUmxIV9J4rLJS1UlZqGitsrSjCnI//1zZ4zRUUynYLmLa9ba0mLZqLQX7NDGbZMg5TtLZkoaCBFh2TQDeG5cTZdpY8WIVtTXWNo42y/urwtmxCCp6b3zZvFlvwRP6sc6MlOCzpu8zhVGdenmdSPmUWERqKmrQ36htBA+mCDx27noYau5u+53Ndfflix+VQRWrfbA8pVkGBorEXXjH+BXno1qSu6xfMbKlGRMcX499b1oaIkmgV6FogJvnDuzgNu3gMriOeTlzSGb7yuuFyH+/H9GJxnr7ms3sEB4mvBaQHc0EXNSPMIT1iA5dQ0ee/4w9h3abhVSpJVRbuAA4hVrNjZn3lprpUdUXdyVPH+KpUwkYVXaR69lnshIT+eauDt2duKM7oZJDLQ/TgL+LEbQxmfm4YVvfALrdx7EtTPX0TvVg/nBWWxN2YfUtA3o7u7Djds3kJubj6qCAoz1jcLXIxpBvtGEpXRjvJISV+Ldy69ifmoCvmMjeOLxp9E30EoJcASDpc0Ir3ofYX4jCJFmhgzOPGY1cpuBkqfoHEVHbERRfgCqqtx4xpQasxdFOV1IYX9JnbUYzbyF/jffxSxhpNhtFNXhcrSbRfTKtQiLjsKGdan8mzDMucoPg5tq5iqpWZXARfhC3tEKiZFZQUyT8I1ibcV8ilEX463k80TkFhsqXwPBhs6tanSKEVKBgzEy0TI7CefqrC2C4q+9PXQSpqtp8Y3zsIE5qiP9yANM3K/UjM0drRYArnRy4tQl9cjt3cR73uealDZZaljZ3STVmRPRYtO1IpbqR8H3sgNKXah4M3HzCsqWE4/c9OWEpObqV/p/2eQqG+tNdSepVJKjEmbrGcpx6bIlCYkp1ZicXKR6vZN7z9QTCnBXSICK64qIiaiLGVhKyNQkyYpzd+c8lQhd/WscUjsKiYtrFCKT1KBmI3RXRQd/YzokJahWnZJX1zU3mh1I6mcL0F+cj4isc8ScZZcEoTRx9+7nORlciKxdKbuKS0tRWlaGQc5Hnm3TlDpU3eBBYwfqVXZZSYuyJepvSYYKdl+zapWpGxWbuCUt3bLVyMZ8v6wUzSQMIhZyGNL4nck4TZAgZFZJyVnSkSQq2W7E0arYsAoeK9ONbKCa2woSVNl5papLIAMlhinGJPnFDtk0NmVj6ejuNilTyR/MHrvkItnsTikFYEO9lVpTqJKYo6HBIX43jn07d1pcr1KPCaFKolJb2ofTFuwZcmJRnK8YioLiYhRyLS9dv2Iq+73bdxAmww2uBe+CUTF5gkEnXZwkPu704kZ1cdwam5gC2Q+lMlYohqTdUu6NvJ6VIk3q73coUchm1U2JW6Ex5uUrxm7pONmvQygIQmSAxAMJAd4tzKc0PWTq5AQypWLyxMD2Dw2Yml7jkzZC2hRJngpdUjiBIdfFpufoR8yRGEt5cOtczS7MYEVyMLZvX47u/kwUVp7BRF0DVrb0wIN7PV1eisGrV1FzvQznb/vhfLY/cu5SAq0ZRFc7kXtlHeqbujHU34um5qsY7TiBsa4eDJNudHsswGMaZBJ2YNrnMUQuBCH9wHps2pvKdfG1uMVVyYLHD3M4z2s5uG46k1K1C2bXpaxBZES4nT0xPm998B5qG+osblAq61VJqtW5hozXahTmb4EHIjHu+S5CkktwbN8jCJwNQdbP7luGsOXtK7hHK7Hr0V28V1qDIN43jsG+boz0DCNl9SYS8uXIIH4IJ3O5QHgaaG5F/o1c+M8E4r98+9+T2Pphw3oSr45sBN55BV5NdZirb8BUTR1mKisxeu8euu+V43TJRrS1pODOjQVcPL+AnNw5FBdOo6LEG70dEYitz4bP3bfRdPc2epoaKcHOwUO5hROX4/Fv/A7gRcaZUv7WTcT7iwyx9u82cdjte3etbq4kzYzUNGM8tccSFuSQGB8di6nZacMT0mBIEJF2LIVrJTOL1lLM7mvvnjD/CuXO1tlQHObenbvJLDo26iXQ+WttDy3BFPJW5ZB+cvXm4s/PNEghDxFAEQEFR0tcF6fumoAt7uJ7FwcrqUhI1NSxiutb0rQVgdwUqQGEjIVM5RnIToyzk/3OVIN86bOlCyUVcW7+fVy7m4UAb1/j0m/dy0YNgU6IReo9EQXXPdduZeJ+VRliiFSUOF7qOakbK+vrzEaq8kat5L6E1EVIXE1qZ6luLxFhqAzStoxNhoQEtPlFhbh866YBnghqJblDrY3UJOa4wCWQTU7B+gEcSxoJjCQ8OZRIYpTUJ4Kj1jXQZwyAbE4m5Wq+XEN/Ehyz/ZJTlUpWyDtjfSrCiTyUwD0sIAi7tm4jMnG82fSSWlfEW+uml3kl64ffiRnSWklykjZA2Xa037K5zlN63a1KIGvXmfrbqQby4ZqLUAhZ6bBJQpeaSM2eye9CAhw7qWBkZn7O3gtGRKA1B2kdTO2s3V4cq9THKmWVT8lP0rQIgqRvF9FTE8FQeSolPpfHrUItpCp12VjESWt9BTOCF8GeXpIcl/aj5ymzjtTlHe2dlr838242eimZLuNc1ianYJpjUHo5x9vauU/aBdmGHqhw+YXKUrV1dZmHtOI847mXqh6h569NWW0VIk5ePG9l5sTc6X4RNm6OOVupgICYGY156RoLdnNLCq1vMR3SFIxTWnzl7TdRX1dv4Txi6HSHYEwS5PKoGJMEhB/k5ah9EUHV9x+us+7gi+vSScJgkikZRDnU5eTnoaS0nLAQjItlryO3qxrLuhawiXOZkDd5VTUqWptROEymhtckpcdi7bppwmQfgkN78OwnA/DMC6Eo7/w2WnEanQmjmAgJxJZHPw3P1Um401iHiulN8OjejqQ2f/TNpiAwORoxMV6EReWSlsrYga/O3h7c4/yVKrCeDMgFMjLSHlg5QJ4zu5CtmmvR0dZmKR0dj2ol1PBAaXkA7udRwh4vwCTe5viGcWTvo2aHbSrvRmtjF5K60ywpyuO/cZT3Epdxr1OU5YiMxuZt2/HM089h7559poY2As2+T77xLiXQYgSGxeO3f/e3KXVHwT94FJkVb6G4sQjeZBgCiUfGigrQm3MPPVl30ZhdhB8U70H+/V5UVzShv78Hg5RMh4arKXT0Y3yuDE3959E2W4/J8RmML4tBC5lP/1kP3Pf8d/CM/AT27l1J4rXS4EeTd8FKXWMDysvKrXC01OpbyTgYzmETzMvTXFK3atne5XgkfUdzPgpXk9bJcXpjX4QHMd8q+i7v6iYyKCNDw9i5eZt9rae5nvnrbg8twZSIrzCJhhannqNCAmz1FpuASNyxbCxqhgS58MSmpkIVwXDIJf/nP3OuWNwf/m/fqAlxdvGAvPb220YMVIvv+p1bGCTRXKlcsLJJ8jrFN8pdXk5FccsWbY38QoAxSQATglL4Si4P/ii5KaFIEcRIIl57GscgO2heXi4O7d2PtTwc4SQIUsfJ6aFabt28TLkeVelAydJ1j17/+NOfmAr00f2HLE2ZwiJESEyNV1ON0poqU9UWlRThdtZtq4BfxYOubDpCegrULyYxkGQkQiRiZSEflABkexWSOHflKiWIApRUlpstNlhMCtdSsa0lHJs4xhgyHBqzbFutJOItRLgy0D/z2OOL4ThEOhxvV1+vuZhPk6GwtRLR04+tmbNurvci1vpbSF5MgsI7VA1EXKikTC2BNe6tpOJTV66Yemx1ykoLYXGpryVhixCJq1VpJVWTv3b7tqVB9OMeLmPf3iTUeo42ZPE2gxm9F1GX5FfDPZKEpAB+F6ETB9zc3o6C8jK7N5jPEbFX3KzOgyRU2aCF1STh5pJDjifiyS7Ot3R50mC4tBPaUMGupH1lgIonEu3p6zPuWnGaksjOZd7A5OiYfa/5aXxaK1fTmGcp2b164gQZnzJsTt3A9QrDujWrsXv7LmMSNC4h8eHhYdv7BhJ79SFpSATNwjQIY5KMVhN2HCB1mlT28hNo4295QKuogPpSEWept5u6OiypusKTBEuau5gg21PebwySM+iPjNtpYqQW0NvTZ1luBimhJ3O8OnsRlGKWhQXhgxu/RFfPCAKnf49rFYCKmWZ0uXmhJWwCBSmTGCcBOrAvAZ//zH7s2x+LQ4djsHdfPPq7C3Et78eYjOzgM3zwW7/933Do+c9gIioAr1eTcfAdgH+vB4J6AlA1noK8hiisXTuL6CjCLcFC4RfSAmXn3cNVMrchlPwiQqVmHzE/gnAymBYrujiTFYnxSFu/gfvP/i+cQll+OWZ5lqd+9l0McyzlY2exME2J0Msf69ZmWAaj1plupKekoaOwF1ue3ogdj261vhR/HkSCEheXgDVrU7Gc8CfJN4uE5q333jNYCAwIxf2KWqxcvR7PP/eCnYmy+jz84vo/YHp4DuuHvSk9A0Vc09K+QWQuDKLIzxMrjqzEJ16IR/puzi3rl0hO6ccf/8kuJK5qQVHLj9AfWoOuiFmk738Sj/+rP8ad4lvI8phE2fCjaG2KQltjMCoqo3l+ZpGQ4ITyEALN2Wf96nUWFyxNQzoZKWWoeuP0e4TpYe5rrBFFVS9RYhjhPHNUNPidM/ODPOp1zlRUfCWZ2iriM48Fdzx9/BFj6LXW/xSGfn3toSWYUkEqLk9JvcXZyYakJsStZgup/wkgQtJ6I2CWPUyTkZu53PcVQyhpqpWEQ0moxS0vnayQj7eHp3n8KRB5LTctjgRJoR8Kw5Cdbnh81MZx+fo1jBGRbVy3zpDeHJ+hIOnbJIJSlW5cuxYbN6QRae20hAVCTNLnu05YDJG54iL1uYiBxuHjSQ6dBEiG8f07dyNdBzA0iIhStQAn8N7Fs2YXSuZBOkxCG0ogciTCBfPqLSESlxecuDs51qxNWWPp/apqalFJQqpwFB+O4VMvvmTeoXI4EZKUZCEJTn0pzvOq0uURGcaERdjYZUeQo0wHkeOFa1dMepDTkxCnVJGXuBal5AYljR3as8dKKck+OTQ2bATt+vWb5gWsGqCa59I1d/398c80FkncDsLVh8532iMVjM7MzcWtO1lwJwHbujHDPldz9eOopWU3drMk+PJ6rafUXs79D+FeLiOC17ra9c6t9rceJIQvFbX6FcMgCV5kXodb1ys+9B6RV2dHl+WojV22zAhlfnEhJZBrJnWrJqOKGSuuNp0w0tDUZJ7FKmwsr0GDV/YlTYbWUbY72RyliZCEuoPrLhtOW0e7JeaXhOZMTf856+Was9ZIyfNle1MdSCWEHyRjpJAKqexlbxNsyvloI2FrYnzCYKGD50D25JpGvqdUIEYrZWWysyaLTfumOrF9/X0orqogMQ7GzNwMJd44k7JzcvPMDjsyPWFmEEkRGqLGpn5cfX3Y44dtfkHZYJyya8FcE4VgKel/MsfhO+uP0//jEm7n5JOAfhqjPt9ADT/b/eQInvgP/wll6ELDVD0m3PsRHx6HAzsPIyY2FBHLAshAzuP1V36CovK7mHWfR8T8Gvw/v/9fEci18ONzBt2HUNZ9A9MYRO8E13ghnsQ6lIyoJ/z93Pj8Bbh7zaGmphWdAyNYExvDc7AZUVGRWE2coJhUY6BsUpqnOwL9AhDE89jUXIf337+BmtuXEXL1GsLry1A6X4oGzxYEes4hY+MmPPHU0xggEattq8NnPvs8nv7qI9j6yBb4B8nTWbjA6VrPkO3cFYqkuOAc4pf9u/fh3OXL6OfZ++IXvkg45yhIdE6dfYuMWTamcAhj87+B0ZkhYGs8an2JG+In0RUzhp6RUvzm5z6JjE1xJGRFWJcWjM988jiqa+/hZsE7mPGfxaHdz+LzX/xjrNuyCeMkalf6b2DEvQBzMwPoaYlFV0cESkuHyAw3In6FO6XTIHh5cw/JVJSUl1h8ts6Ot4cbvvezH6G3fxAHKSELTkODnBJioh2CEdnST148hzv388wrW2pcMb8y30gTpGILMm0shaWHpT20BFMLLWlBXlIKin3z7CnjqqX6kYHdkI+QBwFXpFQSYHVzo9meVDGjoLzUKuVLvVRUUmLqA8UeyfV86VSlgtOzzpEoqCyXbJcr4uVYIeecXlwht19JrlGcvzeRuQJpJXlK+pJ9R4WMM7OyeHj8rASUuFKpiIVABfhCby4pSMhRxErEP1selSNDplYWkhRxlhTts0gwdHyk8n3jxLv292988ctWa1IlnWRXlcRiiR2I5JXNQ5lTFK6gIrRO/cokK5WkkBVxa5KaRIwUzjJG4i/JWdKB1vDE2TOoIzJ97PBhy+QjYvGjV3+GejILqs6SyH1QLJQkegGK1C4K05nlvQd27Tbmwo2ESmuseD4RA9WPXE1E7CSr//8G9Lq/o7MLZy9eJBKZxxc++3mOcbHQtggexyEbo9KplVVWcu0DzDNTDjNuXOtmzqOquQlCTSsSVzxA7AKfGSIdqW7FwMg2qH2TLTUrN4dENsRUrwtEXrI3iyFZnbTK1JSyo0s9KoZFntuCD9kXFZqQTglBHLNseptVsihymRFzPVCqK8GlScTsR8CoNRLTJJu9VJ1aaxFLR7r8p2vnwAcQSSK7ks9V1h3Zm91n5qxAs+4rr63GK2+/ZaEDYh7lrNJMAt7b34vdO3ZYwWAlu1+9ivcTFgTPriYnDqWMVJykVI4RhCEV0VZIkfbYO8APo0SIUmOPz0whLiLS8IJrrP/SfkuboT3rJUNz8/ZtdJsDWLjZt3JO5OPOa/fRPfFZeAS8iIUZH4yG/SH+zX/9z/ALi8TFy/fQUt+E+bE5rI5Mw57dBx0NEJ9Xx/P+2g+/h/7WPvjOLMPf/ZefEC5XcF5OUYb+wW5k517Bwtgs9j92ENGrw8hY1qO9cQEbr/wlgipvIGjvLvyn73wHfV3NOH7sOJaRaCoBvheZ7I6uOZw7NY/THyygpdWDTKobcnMWUH+lFCM/+ndIzs1Han094gf60e4zj+tRC/BLSqK0mIYvf/Er2LV7D0bJtExMz2DHlq2IWxkDv0BvMn/EI4JhLplwhZzehkdHeDYdD+rEFYnYwzOmrF73Cu+bB3V/Xz/nUgAvt1mcfP0s+hqj4TX722QKNqIxNAePfvMRPPbFr+N28Q0M+A2RyR/E2ph07NqxG/t278SOnVsIQ7PIzs7C7WvXsDxyFb727LewOWMX994HcauS8Ubmz4CAIXgP12FhLghT4wuEJT/09yxDdNAcUlZ5WH1WxVkrbaZq1R7et5vnJwhb03ZwjmnEZ8GUFrnfnJlKki1KNga/0qpV8azu3LTFpNPuoQFTe/uTCAuvaU//JTj6dbWHV8KkFKHyXJI6ZHgvLCw2r9U15NZdqjItf2FFqdkczp6/gPyqMngSOcjQXFRWhjuUCJKJtPbv3m1ISE4/uteI7WLzINFTkoP7RJJCllsp4fkroTs3VbXq5EUryUM20PNXrxJBlmL/rj1WEks6VCG9vfxbXJGkTmtmr2Pjf5aiTJh5EQD0UozYT1591VQ9IrJCVQ8yDwmZL/bh7eFFLncrDuzeBT8C0jtnThrxb2pvJ+wtmPSgOoVSS5tkRYCUd6skZhHDMxcuIoDE7ZnHnjAVrjLPZOXew9kb12ztZIObGKPk0dJEIueBF5540gpkV9RVG/HR2hw/cIhEYIWph1zj16ulpdVSCa6ympKO3Uzp1iRtxYYv4+FLN1WddslZC/v//13jYKUdUPYQSb9yXGnu7MDGNeucYGg+W0W55Wx1v7gYy+WUotAZ8+RMtuT9/Z3dljTcZVNTGyfjkFOQj1u52eaRKycthXtcuEwp5262hRBI0tI5b2hrNZXs6tUrTT3n6kd2VMGDGBYRQe2TVMMisnLuEhHU03StEGNeQQE+IHctb0ExGkrPKGi270W02IeccMx2q0F+bN1cY9dvMQyyv8lerALkGuOG9esJD/5WxUXey3Kgqq6tEzjh+aefMkcKX0qljU3NeOXE25Smei2Hq2z1Dxqv1VPEzIkZk1fuFSJFMVUhZMpmeB5/87d+09S6M6Pjlk9ZhMtu5bhcY/xVbdF6bM4+UlfL5CI1vDJ3TYxO4f7dFhLMPZj3isDMeBfm0/8aB7a+gLnJGZx98yJmyqcwiVlsSN2IfXsPGXLV8fIkM6hE6fV1tTyLW/CNb/0+5yyPajFCPA9u3mgpaUNjWS2efelx/OEffRLPv7SC/RZhOvdleJYUovu9d5BS1wLvhRms7u5D6/l7OHnKA997Kxa//NkUMm/MobrSG/eyx3Hz6jSybk+iLGcU+xv/DlNjwxiam8b8LCUqtzkkEQYS9+3BF37jWyRQIkTeuMKzoaLRKylVSTI3MxFXZJbXt/BMK2b6FhmTLOJZ4ToxEXKSkyZCsLGN6/zE0WNo5T739rSSGG9AVlYPCeI34eG7BxOeHyB6bSGefeo5SpO7Ebd8Fe6euYWR2hG0lXXjpc+/yPXytzCSe3kF+MF3vouZjj7wCTh06DEkUrpTPmc/b39cyrqOtsZqBJIx+G/f/xN+3kYY6YF7+U1k3PlreFQWoZL461T2ba69D77+uS9SwInnddOYmQ4hQfTBX/3lLAZ63ZCxVTZYh1FywYcYzEP79tnc/ubbf4cKwpapnf0DsKBr9fMvwNGvqz28EqZxXVw0nnSpDkU0ZCcTATVsz5diK989/YE5vqQSeSrZ74G9+8xpRYH3KuCsqiKyh+kzI5Yfm6i66u8fwIVLFxFEZKc4IqltxaXrWVINSO0oL8MgbqaKDrvsW+pJOWLFxUsFdp3A09LdaWn25FZv6r/FjbeQielJQ0xy8Y4kEpJNUKWQ6nkAusg1BvsHsl9JpeTmBocse1B4RBj8ff2JQN1ItCONq5+aGMVaEgK59TtrJJK7iKz48/a5M6hpacbvfOXrROa7LLRGTSnFmppbyHwUYpacbiIJiUIM8onEvTl3ORMJVf7jT34MP871W1/5qlMNxoi5dbHY3MxLctOGVItZtOLY/F5puI7s2Wc1AG0sGhYXeHG7bF68VXo5vlt0CuJraeeS/nStq0k1Lxui7pPGQVL4pYuX0Efp35uH/5pSfXF/peaOJMET46J8sSbR8R5Pro1sT1s3Z3xoZ1t8yfZcSKnpDuFayZ5jomKg4sVNJK4b16w1Fbj2cXZ+FhdvXEcpCUSwX6A51thsOFA9R+rNbEqZ4q6VWEAEVvCjYy+V/s9OvEskwvUmgVSyc5kYVnL9pJJ0aR+0xpIEPVzj0+D5W+uk9ZK6W16lSo2otHn6RtIo+XzM8bozF86aqngHOXZpMbSvsm8qQ5LS6wmupT77+fvv4sqdbKvnquxPXpTAD+zda7DqUvfa/zYOMkH9/ahrqrfY25FBEqvxPnzja3+If/z5PSI3d+xKT7FA+KKKCpwlQykHMWkiXM2Z3ayiCNhm2LdMFLPw8vGy9c8tuI+YmDhbk9ikZfCKS0RJXQT6uxsxMvYjzPsW4u7FPHz1C7+JzZs3wScgiNxTKHbv3ss9laTkIGGtxV4xdylr8ZXf/G0yWHK2k/TmwFR5eRU+ePsEpimh7T94lEh8s9nP2kaz8EbFFQx2jWDl5DQiByfh09yMnnuFaC8sx936ABT2LCdz24rZmW7MTvZjeq4IoaGNmFy4jK7Jk6j1ycEI7x1y80MDCeMQ59U9+yQq5/8frFizEokJ3FdOWwH6oWRmprif0dFRDkMuDdeCu5kPTp07h/GJcXhwTxQqF028Y2CgH85R8d5iyrds2oTDB48ggQTKYz4V97Ji4TE9iymvS4hcU4uN67YgITKJc/fB9YtZ8Kjxx/K27dj8YioGxkfx+3/6JyivquBOzBFmprgWO3Dk2KPGFDfVNXBcfkCtL+6cuYQFL198/Rtfw3Of2IfdB6II20VovXsWc5VV8LtxC/4UZDzvlyIk8xZKf3oRf/T2Mbz8c+D0qVF01auCzhxWrOpDfLwv8Y8D05qL4M2cfggRjcRpHa2thLFjxugb3uQ1D2N7aAnm0mYLvIQoOI0Ig8hMCQqSSMQO7d5jgbRSL8mgLAcU2Y1csXQGdsQEAj7nb6eJiKgKSHt/L9LS0rB+1UdtbkLYOnBCZqr8L2lK6ju1aQJ2XkEhfvn+CRSVlqK5o90856RKVVjD0oxCmffu4cT5s4Zk5a0ZExON5STGbe2tlge0uq7GJJNRIrGBgUGr2JJdXICIkDAS7GgbQyOlBdklD+/eR2npiH2mH83JVod/K0bx/MULVpD5iMo/kfN2NY1bXqmKG1MicvWrMAB54u3ZsRMBgQFGYJTSLIrSZxIlWPWpMeuleemNVkb7ofmpoPLEzLS5xWvNxGQI+RvS1U2La60xShU9OjFhzIMYB6IzG69rbx80PWNx/ctqqqFcsvq9Ii7BpKcjnPtBInlVo1DBXWXUiYyKNMYoItRxpGolszE+NWUcujkPLelTTeNTPl6l5NLzlWg8IS7WQiHGiVR379pp6nt9J+ZImgpJ2iopZzDEDqZIZMenJnGbUoFCb2JVdYNE112qbj5LsOWqVCKHmbTUVCJ2x2NbqnfN06V2tZeWa8kY1RSUrnUXErlNCfo0pd98zjuf41UhdKn/pQXZv2evqbdEIBfYhbwQBWequ6pUbq4UcnV1dZTcJrEiVgUK9uHTL71kfbua+Q4MD9lL63Ph2lVcvJ1FBmsKLz7zJPbu2I8Xj1eiufoQvKZS8Y1vrKN044ma2hpk8rpYSk7yHNZctEZiGvRGZhS9dVuYJIFw1PSjIxNc61FsWJtCmIvBmDIs/fWfYabiNu6Pvo7xuUsI9YjA4aMv4fHHSCCS4pGSuhIrVsZjK+dq5hX2o71VU6zyWjJrvr4BH4WpxSUdomSsz/cePIbkVavRP9KJf3znz1E1WIfkrlhsXghFLQZxldLsfe9JXI8m8dwZgK/+9gZ8/suxWLt+AhlbJvAHf7wBX/6NFbhW/BeYiqAEt8oHPhlr8Rv/4XvY8NQRvJt7Afe8QtDSlYjbV/zx9glPdHV4Ye1aT5RW5uKaNCEFRZYsQGdhbHIcw0PDtjfSEPzml79ixdPtHIhXFEwszsHes4mHHO6bQObZRjTUz6N35BLGx9/gPWOoLG3CNAmonIg6eQ7cK4Pgz5/Dn9+HOZ9pXM26g4jwSDzzzHP4b//9f+LpZ55HFBn3t99/D6+8+y5q86tR8l8bMTEyi+mwQSSmrMEb772Pu/dvIrfjBkr62hAxAES7L8BrfBxuE8Po7u5GA6Xem8Or4OfVD/hUY2qqBp4+xThwMJAMtjzoxVg746cgLmBDTnGRmTqee/IZy1RlX/O/xek+dO3/CoLpaq5B6re94zmRF2qcVK38TF5Xre0dVqdPLvMiQFIL6kApXtEqHkjdtfQw8a1Uo7duZ5oDjko0PWiLayL1UR25znECthCU5EZzMNKX3PTmpmZy0DPmWCEglyQqzz8hKVdr6+hACYmqQkZEpCQdK0ZT9idJtMqAIzvWzTtZyC0pQmpKCsIoWapElxKv6zlK5qACu5s3phtRMkS3uCZCzpqfmqpP7N6+g4BLKXfJXI2b5X2SQKyotNaRL0nfFibArrSyksiSEuINWQ8OD5PTHzNHnoq6WkzN8CCSsMrzVZL16yTs1bW12LVlq/XlIkzy4FWFfiU5EFcsKbi1sxPvnj5luWGDgkOIRB1vXV3varpfUrua7qmqqUF5ZSWG2JfiHEUwtcbagxSukRK+Ry3jelLC12ciwFLNXrx53WpRimjIqUDzfrChbK53UtcpVaEf10Q2buWWlZOM1JAuxkjjExyJAdM+aO5KD6cMUFf52rt1pzldyZFKDJvGIeBs7+iCp1Tixx+1PTNpkjDb0deD+yR6M8R6Kk1mgd+EH9neH4SNsAmZKj1hBeFZ1yixhZgUeRwqjZmIvTEo7FfPVBJ1EVftlyRf2fPliKTv9RLRkoOQapZmpG0we71r7eW5ymU1tf3Nu9k4f/Wy3b+JaxHE9dmzbTO8vf14Fubx6s9KrDD3+HQIBnpmkRbXj9UpsdhDAqC6rDpH6nV4bATTUyPcfyWFmCO8uJFh4ng9FzA6PoNiSuz3sq4hISAE0XML6PjHH8Dtzk2MLx9As984GdJxpHNtv/33f2/SldZTpe02cQ6KM3Vtos1Bg7fz4EiVrnk5zc3CXA4cOIjnXvokiaUSVxC2B0dx6vw76O30xzh+jjq3BPQuXEeVjwcmV5BBXTOD7qkGrIgIxUtPPoeMzcuxZUcCoiODUJCfj0uZb2AudAxuM8H4/p+ewrqMTRgnEbk5UITmhVwyVNWYnSDTPBWPmioP7uEUdu6IR339fXjAG3v37CRzPIQfvPYLwpSHFTdfuSLRHKE0N+EsMZheUttLY7LYbG5k1EYzzyPib36Tz7iM++NFCPHtxac+9QWsWpmK1WvWmLZh7eq1SNudgdCEUOx/aTu6+wZQ3Vgv7tdgYSVhyBEkFPuulJ0T2LNlJxqy2+ET54FtT6bjS1/5umVWq2kpQmnHbQTMRGD1+Gqo9HqZvxtqJmZxOm4Ct0Om4Raaj1/88l/jd/5VGubdy+HuXYHDhzcRNoMW4dtJNSnnzJ7ePpw4dxatrS3Ykpbx4LyZEPCR/Xt42v89BFMHQtu6OE79JU7axm1IdgZnr13B5Zs3zDYihx3FGCpgXR6fWXn3UFxVbrGYrlAUNXUrJLRxwwakr0slUli0Qy72q9ZGBC83c22sQjHmuPFC5kL43l6e5rm6ZvVqS0JwdP9BC9pWNhgt6uKozRNy+6ZNlhHmauZNnL9+xdZSDj9llC6n5mctbZ1QnxxM9u4kEt6y2TjF7/3iZfNYlbrR4jr5bNsw5x8bGQICuuwjiltVLKkQn0p5aW5C9vKoVfJvOf0ofZ/+ltpOEoVVfWF/1i8JgjCOgFZ2sAu3rlle3t6+PishpYwzCqlQiIpsrO1kTOJI7OXd5gIiEd22rg5K1GfQ2dNloTJSQ4+MjqK0otzseBWcs8JO1qxI5nOd+9QUbF9cWU6CNGlzlRpW66IkBhqXEhkIeboYAREMObicunTenJW07jUk7J2d3bb/qWQwlJXGYMXu4Nw4R0mHIs4iNFUk+PcK8h7E9qofCz9Z0hQ3qaoZygerNVXsoxyMZCNUYHkn4U3cvOznYhDmOdbv/vQnaOX6ZFDqkbSmAeiZZRWVVt1G85CaVut/n5y2bJBKPK1xypaq2E85bp2/fJGMha/lj5X0puTqCr1x2cy1VlKLL5DBUQzwldu3jNjKM9EFg9b43iHmznt9p/XWc4QsjaDzn2J+p0gQ5VUt72gFpXd196KkugYJy6PgFzxK4leB3pY6zJfkIz77xwgOcId/YDC8ZuawQFic6u/H6Yt3kHO/H75+Ubh1Yw4Xz3kgN3uWaziPkiJ3NNxtR0jWeSSU3kPf2+9gODcHU3NTqN2dgFWUfudJVuLTNmE7CZFsxuU1lbidk2vn0rQhYna0BjqnxPqLw2fT+w/3b3HGUovwj0WzDEW3iZFxnHmjBIMdLxDjHSDBLEba09PwSEpH6OokjMz0Y2ZyjARzDc/ufmNITHJm/zU1Vbh+7hwZyRlkLD+I6KhEEqpVZIBCKOF6IrvkFCUm4qCACPj7RJp2pbTMC7Ez7VgZNo4ZEhpleRLROH3hPCJDwrBv9y74k9meIlPS072A65nVuHW3gAxuFOZm/DDYOwmvzlpME+b6srLQ992XyVB1I2tmnAR0BaJCohC1IQpf/NyXsDk93YoufJ/EmOwufvMPPsf1JJPAM6+8r8pq9ujRI87acFmk+pcQsGZlMlavXYXoDcvw2T98Do8+87Qxa0nxZDzJCF09m40Zjy+hwfsv0OTdgZgD0eiK8EJjUB/mEzwx7zmIyIUY7N27D7t2bsTjjx7jsnsQf95GS0cr8W8UYc3Rer156gPLbb01Nc1smhqMQyz5Vv89hO3/DoLJAyHEruWUd6aqQQi5m+Si7/lfHzmnX7zzFpHGAnw4GW8/H6StWWdhFLIj1RFIxnlAlPJsqeRnx4rXCwkKcc1QIhIn5NjAxHWzLx7MmakZcpbLyClPoaC6FPMz85bRRXbGV955EzX1DTYmISnlS3Stp50v+2PBUpEpzEClmTrbOthfhCVSuKvYTRInebLKCUjER0hbE1NMaWNjI8KDgrGaRFkbZS/Xz+ICSIV27/59S0ogu2J2Xg4uZ95GHKVWMQnyRnyH0t3A8Ig5m8jJ4OzVK+ZdqZhPR/L2MGZAmWLk6apni1C7c+0Vv6ni0PJWFTISAyCiIvdyeYxKsrKRaED8p6wyPd09WJidN2KhHL/aLxEJVdofGx5Fa1sbkpOTTV3pIoBt7R24dOuWBdonkHhIOpQEfItSz8179zi3lU5MLpueJQI0QCahra3dbM0qKaU4UcWrbiODYsyRDcm5Vvuh2EQ5LKnOqApOK9WXPxGyEq9LYyEE8WCdF1/9RDQvv/2WJYVWXKUqiHT0dJunqWIc7xcV2hpLkvT3kz+um6WGU4o6hSW4HNVEqCUxitAqjETj1ZjePXUSVfX1Jjn2kWBlkniId5Hzh0J2ZL8XgtVY1DQXNTk7KeOK3PL12Xtnz5g2I4awqTquvMG5R7fxFrtdf5Kgy73//fPnTPK38B+nSxLF5ZbOTI48SrJeWlGFKr7K66t5fpJx7HAq9h2Jx63bP8bs4GUEtBVhIScPc3kFmCgtxyjhsO/aVVy+Oo2rhWtw93YYzrzfjZpqH/YzgswbXSi8P4KW6haE9N+HX1cpuodG0cfxK4Lau2scs3HPYf+Tn8bOveuQkphs8CFNjMpW9Q4OIZvrI98G2fU1b8ehxGEklxJLV7Op8TrHZizruTQyMzh/MgwjvQfIRPHcr/kSdu45ht//+r/B8UOPYaCzH0XXC+A/G0gispGMgwozON7r5y5fQfHdPHiNeCMoPInnrh/HDx+yBe7s6kJedh5G6obwieefxFMvbEFU7Bimx3sQe/EvEJZ/FYPdHfDo7UFxSSliiXcyoldgZCiSsOGD+/dncObULM6fJZNQPI+O1jDcz51H1rl2xL7ze2h58w3UffABprsHMegxi+ogStXesUjdsg17ntqBVSnyTvfD6Uvn0EFGJ5rnZ4vsvVyXUMK7EshLi+JaJzFcYoQ/OHcet7JuI3XDeqRsSIKvP6XjBXf09LTjez/+OUoKatFSvhq+nl/ELEYwknAR05SwEZYMHzJWQyPtmCED4T8XhieffJZ7Ji2Yo7VoaG4wRlXOeMK1apXlFRgcH7UzKrjXxYtg+qBpP21/+V6f6+U6A7+O9n+JhCkuWWqcMeQRMUllJGlA7uiyW8i+2EiiqHqG8j5T8WjlIvQiMVKG/CwSDyUROLR7LyIiwj8U/bkR6tu2gQswPjFp2V765OIcHGLqMX3r5e4FvxE/hEyFo324nQSzHEEkfvJS1bpJPSUJTATGnGAoeUo9KiTpBMo7zxA4yEFJlen9Qzh2Yiip16Yp7cnLdQ2JwVIVml4iZLJVqU7iA4cQvlxNvWoWUm1KctSYXFmC5okQFGJi6lf+Lc/aaEpDUh3OkjEYpnShZAtK/SXHJ41VyLyioc6AWjaipPhEEvAUctBRJg2pxJSIsJxklBbs7KVLVu1g/SIxdzUxKrL3SqLNzLln+yZv5yZTbU+YQ43sHkoIv557o+wfaiLUoYFBJmlJ2jPpk/0qbZgItzxXNTapEJXLU5KUnIK0Rgr3McRKZkNwqrX7eBORkDr0zKULlhxDjjcKPVL2HuW61Br8kzXmc0WYFBOn6iPKjHM5M9OC7uNjY7iHfpjg+PRc2TgnZ6ZMolbIhtbOJQmqqTaqJFOFB2zhORI8CpFZrt6QUFQ1NFDCLsMdMgfSmqRwTju3bUeoiCXv58gMXMXUVNXVWamxs5RAI8MiEBMTRSmm3Nbh8L59RmBcbYE0YmRizJg6l/QslbtSmwlupe5WaJa0MypTJ1WxCENZVSUGSMDl0aiqHZLa5WTkzSNU3VqA/KFb5jiyvJ+IktJ0C5/fWFCEFkqDlUO+aJyJROzyAASFtHO/6ykpVuPoI26IS6xH3eBraPUrRnfAJBai4+CdvBJNM6NoGInB9abPYmwuFVExcRgbXUBEpBvhIhAquSaY1ZkRsyHzgdrH9+xXNa2dwzLp/wWeTz8UFfShqb4dw+N34Zd8CtUFPVizIh2b0jLgNeuNO5ducP4DSEhejQwyEYq9VhlBlcryIPE+cugIHn/6OSt6ncL9lpNUztVCjNydQl9bD/Y9thef+uwT2LU7FlNupSgu/gAeXR1Y39WDyIpqTNRUI4KM0nReDc5cCcRrV5Yj89oAqsrGMTy4QKZrBoN9E2SCOlHXWAG3lp+iY7gPQzPu6AvwhvfULKI8UtAb9wQOfvo5HH9uJyV9LxMElLBfjP3jR49Z1h2NTak5ZfrRWgi+tMeqO3n+2hU0NTUimDhk25atpvlSmyPDm30vF2coBQ8PhmF84AvEiysx4XYGQauyuE6bEOAejKN7H0f+pUwMt4whJCgaL3zykwZr2hHhalVSEgMngq0zrZ+45XGmQRkg7pFGTedAjLIYt1+9l/rMwdX/8k7/72v/VxBMAbc2VhVMLt+8ackDpKITgRBSVAHU6/fu2MFWWrV9u3YZx63E2I0EAm+Cj6RBYgpDZHppwkoM0ELglbpHxNEKQVO66envs3AExVZqZ8YHJ3H9b/NQ/3oXNhxNRkxyFNI2rDOHGiHJCEqUDa3NFuSsyilKyq10d2Ghkg6csALnuKpwagil1Wn4erkjAL6I80kwd+rl8dFOsniOZWnTOIXgXMjf4aaXbJaIPv+Jm5OXquxsku5m+ZlsmQrHEIBJLasQCCMKXAdJafKyVTq9Yo63gxJaC7nenLx8ErUmU+uKG5Q9Uc8WZy4JXLGGUi9dvHUD9ygp9w32IyQgyCTjpePi40mUlU6u1ZIIKJheVfTXkrCqDxXmFkOha6TCVoyomoiL0oTJfvYgLR5fsVH8bFkERkhsFQIiSTS76L6lCiwoK+H9Pmbjs6O4OI6PrBOb5Art+Tv/P+7+A7yuNL3vBF8mgDmCJJgDSALMOeciK7BCd3V1q7sV2sqWxtZoLc+MPOPd9cr7jGc0tkcejWWlzpWrWEVWMeecQRIAkXPOOQMkQOz/9557yEtUdVuex1vF3Q+8xMW953znC+/35iBpDsK6KnGpVYlZwGEHJOJZmb7kXt7DjZM+DcaLUKI6SRGoLLeJmJHPlvtna4xkRiIfbp8YCmpe0ktwf/AC2SOR4vGK5ImjEmPGexYCQAKCroc9YiIW+VinC6ZwICMUiYokrA92ZepBHuZaMYZIDOS/JVQFxyTCNGCaoufQLOJOdXsYIxLfs/Y4eM2bM9sWiCkiZyfqsSNCjGhY0BqwJzidLUtc7F7RSPAQZ9Z8xvRpdj/vlmXXXLcRvXNsTtcqEYRWy3vcYzkjHtu9qY8sY2KdjZncJATzkm3bGWdjJlZbT/9Ne/M7CTZ8dLbdq/nI+qb12KyVq23/r/yeTRHyvdOSaXf72q2xL9YqJG2l35tqWbkimBMe2cJFVK0Z6mr3RDE45BsNZxhqKL6sgT/QwFA6bkDYeCye3/oN4zx5yoDdu/uR1VcdFLJut6kTEsT0rLXlOt8k9Z+gM5WwdIVt2LTFE4/k5OVbXkmh4GCRbRcD/uprr9n8BYts0YJ5PhZszmfevWStp/ps6JjHtublVSK06+3hox47fOVv7XL5fRtb3WPLhsdqnSU9drRZu6Ss7L5Wa508yiYvn2dLl4qRm9SgV4utXNNmL7441Mrb37fmYZ9Zwfhqax832tZsesUmbl6nPUixjGGrLX/Y71mPzbam+qHW2Tlc8GQiUHOckSRbE0lcjhw/LoasyObOnOFxy1Rgod7o40f9npJuzarV9vrLLzt8hOtJ9ZCz5y57qa2xQxOttXG9GN5yMYWf2IwFLbZr0ws2YshYMVgTbUCwX13ZbKO1L2+99R0vLBHiKxhhDzPTIgWfBTZT8Mo04c8FYjhwXruus4jWizHQYIiJj8d0gKYPYSQarr/q9twSTBYVpIs7fp4AnRd1IUHam9eu9+wjqdlZTuSomICdbfPqtbZv9x6LiQ0SoXd3dbnzzc6t24yahQT+U1UBZAXHRQLv8zeu+0Z5LCGSpxYCNStEgrlCwB739VtdQb0ksg5L3D/PElYtCNQKLJoGiUqjqrrKvR9B2kVlJVZfX+fhJ6H6l+VlkVFdwmkR9jK6aayV/Zw8nwM2Yek4d8Zh3GHjet8Y/xd5H2m8Q7r0byIfh7+vSzq5KcCbojlCeCKXeaOfwPZLHN8wVw2SDWndylW+RvGaA4kivEankOgV7TmONORWDZ8PEHeJaQHJUmgZaXxF0jJPoQeX6OpZXYuHMsSFJAokESDDDOuMHa6v/5EHZS/Sd6hcaWH//Pa3kTEDByR5YP+QDilmDWI6L+ZJ1NsZCmIvqXzAjXCoNObKP2CJhkoIrvri9Wue1Wn3lq2+5kjNjCvaEcoZEe7hpffEVKKOJC0hamLUlhAm0sO1V3dZy8lHNjF2kvWO7LSUrLTAe3se4SdBY83pEmmYYG/GAhKvaahzJw9s5xBlNAA4Km0VIYYwkKcWFe2562LkGhtdckALguRHrVeYmsmaC8QSRoKxguSAT99rnq3/CIa/lXzb+nWeSOqOzRMmizhGaobSmLcTEUmzEMSY4THu4EWSiAtXr+iZ2TozedbR1iG4nmAfvPcza64dqS34PasdusP6ZnXZsje3WU9ivKXGCq7iWi1WBPSP/+CPLWHxDBG5iXbm2jGrqSqz8rIcK2vMt5iBMXZg62/Yr3znt22E+sxrrrGyx6nWPzTfHvc0WGfrImtpkiQ/+6Ft3DrJzxpnGOnY56gxB3JMMH6ar3FnlzMXfMa1ZL46dPSIxYqBJZMTcIrzWW7efbt5+W3rbSuwYUMm2P6X33T7HjlPx2k8K1ausbXCNzNhxtQXMZLXbt+0zevX25JFS1wzFKh5aVo/PXNk/yjrqX9kSfsWW/zS2RY7eoxlZKTZwVM/taruJhvT+UfCsCus8bGk64S5ltLfaPcT+q17Rodt0hx/8wfbbMPmybZx03h76YAYlZm9dvTCX1jbxCzrGxZjr3/vn9rrv/GHIq6L7LOMU5Y7st46elqtqniUZaZMsrzcGEnk/faor8w6+jttkuYB/JWVlfucm9tbhBs7LVtMV293UK+UjFg4RqEaZY1soN/xC3OeMG6MTRFjO/7UBRv3uMuKH9+1vt7T9s0DB8RYrbSsnDztzyx7+eUDVlxeI2ZolB148SWdGTQcAXEEEN15ULgX4QSzB0SZ+Fsc7ZBGIeJ/97OfWK9+ExuMGQ5B6c6DVHeGRP0eJk/5utrzK2Fqgdnkrq5ut9Hcuptss+KnuzcmgePYglKFPElPhToNd3qSEzA+ECbcMRw7iI38pyCkYeqP8l2oxCiADLdKWjkIGCpHl+K0EIQY4JTy6HGfgG2cTZw0weJ02GdujbMpiyca6e4Ghkpe0QBZNhAKkhscOASSqgdzZgRZhXAMouRV4KUZHGoOMvbMxsJWO/FXZ63wcYk1jYHzn/xEMojekOApQfPPWRv94BgSAmCgZubKIV7xggoWy5ckeVxgdAv6DXrkPYeFdVqelOTVPJAAWVe4PEqDnb10WZxgTGDjiowLzpDMI4sXJXjyA+ISyZhz8NgRSYwPXQ0JEmHO2MGQekFujBO1X7akb1S0eN56MWcfU9CCZ0R++yjVNF/2m9Ad1MpU3a9rbhIzNM82iiuGEOM1ia1Ul7okRvYevHSxeWMnDtRDrNoQl5AoS4RkC1PDoY12BKMRMuYsm7aZdU7Py3MOGZskNk80GKwDLe2jHEv/30qtVQzVstfn2czZWhutASE3xZKwsUPiHchsgAfgAjvr3dRUwWKWp0MkaQZPRGpCuifnZpyYFDypkUiptUm8KQxZgZAb4TMJklBBMuR9JfcvGgrCQHKKC10yhCjjQNXQ1OjPBL5ATqQgCyQIrYjWM0D4Q1xljgSCdyuMIjZCGg5ilFPL0bn5je9+X1LLEu3rOEu9XW41ud/RpF621pHltvilh/a9P/w9qxYspOY/0J61WVfNQ/vVN3/XxkwYbbFDYwXfmnv8NHtwO9kqc6psfO1c2zp/n63YvFxzJ5fsdEvOv2jttWU2uq/DXnntVUta3mff+q7OkyQw0g0CZ4RYkQOaEB7mE6qZAZ6i0hK7cu+OiEGPq5CBCere1tbWu70Wpofcu5fEOJ26cNbq6yS1iYi8cuANEavfCZKjhPslKQkNFOsFPJLUZI5gDaaP/Q9h13/rRYaeqTMn26w1YmKWTres4gIx0MV27fx5y72fa48691vP0D+VRDnWHs47Y7/x//xza5060tJa063DmmxCzBjbLaktYfFM4a6Jwiej7LNPPrTr18/bw2F9tiFhj/3pH/7PFj9jttULvo/eu2Ato/PFNBRZf8dQe9gVby0Nw8WQjLDMglwrrb9mW9et9TAu1Nn9kgLPXLnk3vl7tu0UPOkz/eB9PGv6TPfShZgB/9TSbevpsHkxo230saMWd+ecjV/QZ91Jw6yi4r699eav20svvuqhauCCccIlicI5yxKXWhOFHMTokfKRpSHU737GA7uZct/tqzCpMOysnq+dmBwuxAsefAyzyL4R307mrZraOsdBnAnu+bra8yth8p8OPESNgH6GR3YX3PRxYoEwhWWURosLnquNx4OSeYST4TvnMvUeBEddSDK34LDisZCudpxh48W14ARDxRK4V4hBb3e3kMljRzBj4bJHxdqEuDE2bMTQANkI0TzsfeQJzglYhyCgFsTTDGRX39TsqjnGQnq1aLdwGsh41ORYm7l5msWvmeLIgqTZAdeMKjJy4Zc07iWfK4Tt2p3bLiF4TJp/F1SeHy4iQfkmpEyXnCPN1waRI/jDPUhBxFyDmnY01dRnxLutEA9VGA4cpUDo0UCChAIBnKFrUGWCTppaGr0Ki9sevzCBgBCePH/G7qSl2e07dzxbEplkBl/5haYLcKSg/ikek6SXu3zrhs3RXsbPjPfMR7FaN1RtEHpyuZK0+lbKPc+fCgHHYYnn49169uJF97IkZCKQxCKPiRozNr9HfX3ubEQWqGuS2ofr+0XEptIil0JwCm5VWnZyri365kxL2DLHZsyc7tz10ZMnvTg10iZ7FKjbxTAJqYJssV+i4oV4IpnAWPkQ1Cd2efqmdBt2nmIRgTXLl9syMTYkacCOev3ePddmLBfDQD5WJPsSEWnmHaPno+7GoYz4YGDLy+JBLPUQntPxqNezQgE0wBwhWXhsNjU1+fVeq5BrBe9IHzBg6/QcCOkYnaferpmSzmbqnI60IZMv2IYX22z72pctJyvfCnMqrb2o2SaUz7eYtnG2/uU1rnEgHGfg8SPLSE0TEh1po5un2bKE1bZs9xKPTR2O3fD4DavJL7cxQ4fbv/vL/9E2bp5ic+cFxJuEG9jecdzKLyryxBpkcnJ1nxraEGq/fvrZ5669mD93rp8J1pwi1/clnU/T2nH+mTOVXEZOjrM5c+bbn/zJ/yDEn+h7Sx5e6smGHtwhbFCODeaY+F5aNMzwDk/UajxX0+/YyLGxnvmJ81VV12QFuZLeHv2WpOcZ1jb2X9nsDePs9/7gX1r83AWC6VIrzi0yq4u1+DHzbcq0qYK7DMvIybDPPvi51RRV2Iie0fYXf/4jSVozdfYzrP9hv926c9Na2oQX2x/Zvi2bbPWaOdbzuMIqinpta+5PbV7pdVuyeatZ/BT3c5goXEQSFpIozF843zq7Rtu5M4/szvXp9qhnqiTPCSZws/sXq23oT/6lPT5zzrpOn7SeazesceChlS6dYv0LJ1hHS5vte/l1W7F8tRO3I6dOeDjfxvXrPPTtJ+++Lbir9nArcBU5jKn7e+PWbTelwaSHDKc3wTsmGBhY0kLC2OLFf/1esmVl57hvx8qkpa4R+iJu+era80swNR6QHzlh2WDqOFbpQKMOI5YR2yG1K68IMZZXldvyRUtsiDh/FDQgGiYU6uGDvwlBGObp0Nq6uxxhEiKARHfmwgW7kXzH7goBteowko9zy4YNtlgIBiePYQTc0pG6GzIgrsjp5WPdc9eupwo5iRgioZZXVtr565fdQeS+EAKVxacJuUB4IC7RDTfu2NExNmORCOaceLdhAQzOdelhvwwomA+tRJIH1UV4NkSe+fLNcAHelevXPbnxHK0bcZ80OGT+oeooFxIl9AMmgxy3EHr6ZQXJfUqFGJgN7mVcDCp6RM+MT28pHk1eW6RsHLGeqqnCFuwJJdsGtK8H9u/3dR5MiL+06fuLVy5bRn6eNesQxYjIk7Fo7YrlVlNXYyfPnXe7Lep3eoJgZOcX2OjhMa5BIMQDYnRNhBTHB9TE48TUECTuiS0iLXoc2GnfP/ypZZcUWmFegW1avdoTDxBSw1WsBtcj+faP77fEA3Msce98GzkhIMDsBWeForjJQtIgDSRZEAfVXCA4qLlRMxGahH2V+/rFiX909HNPV9ja1m5Xkm9p7Oa2cRyryNaDXRqpOSsz25raW23X1m3Olbvkq7XB1EA4C1oMtCbFkqiR5J3b1zPYa8ppXVTfE8SMkuGFL0Bk2NNRzxM+FXhqC54E8OSt9fR/aFeMsKphIvKxIsjZktyuW3/MMVu3bq5tWb5XUstsl5QrH5TZlIIkay5ps9f+25estLrC/tOP/t7aO7pt1+5dVtfWYes2r7V9b+y2+Pl4u5p98GeSHo/WWMNAqU2ZM89+4zd/0yZPGqfhAdlDNMYx7r9A/VoSd6NlQFp5Qtj0QuLs0/6xRvGCfzyzsd0ipVPsm/nhIIVZB0agVHhl68YNnj0ISbRQ0uuZS5fcVEOd1OjGXjCSsA2GXeZQWlEmyfWimPGZtnfHTo13tqTamfYgeaQ11U+1hz1NNmT2n9tY4ZbvvvTr7tSTkZpnFfcKbVTZeGu5P2A13XWWUphq2ek5Yr6bbKiYidmT5tg//qM/sQdpD+z9Tz622zfwRu6wh9U91tPVYQde3W+/9Xuv2br143Qublls/mc2p6bWOu9pf05csu7CPHt047YNTcm2lIt99qNTK+z4oceWfH2I1VWS5SfGHtx7ZPdud9n9OyW2Mvs/WrMYzioxYc29D22EiNqofuG69bvtV//gn9vq1askJARCSlFJsZWW6kyuWuXZnuKmTLOpwq04GGbm5bmTHfmVN6/b4Ay4CztRQgR9gJdgdkbqbHJ+iO/+XISYjGgvbN/pzDuatP8svvj/YntuCab2xj1PqcGHI8WmtWudgHFIvLI/A9YhoabgdCF1qh2wyCFRgOCGkM214c/Fa9fssohJVnaWZRXmW0drh43TwakTYH3/W295nUe4a1cjCjF5ySp/Ft0i+dExL3PkX1xQaCuFzEA6pHg6cfq0FVZUuF1wsg4uKuQwVRjDASgISG5sbnHkQzmc/OISOy2CgPQ8bfKUJ5sREkb+D9/jHUoD2LAJUAy6mvANjY0yTF7vUPejgh76+LEAeI3bRYP7hxhp3kg4QMV/1KJI3ahlfVZDHhuWi8raOj+kSPaETlCWiJjI0LvYG2sa9aLvEEFHRh8Z6dOxcw/cKMhu7qw5ngTC86Am37Pm7g6LF6fPXexTEEgfEFkaEho5NEeIeaFYdFFxoRNcbI9c4iW5NBeeS3HrMh3yb7z8it97L/WBEKGkxetXtM819qvf+a5LHxCIZ+fwtGEHu333jicJJ/EARAnnCWAsmhm4KQ74StotmzJ7sqSUmU78kFwYFISZvc8vyrdJ4/RecHrx5g17kJnpkr9L5hDzyPPpFy/eU+fPCq6r3FM4VXsEsdy+mULD40T86Zo0aSPcESg1UwxlJEaTz2GAyNz0WNIxEiXSaKxgZeF8wqnGP9mTvLJiu3D2vCUtSXQVaZCHWHMTU4lJARU16w/hAc7SJXbAzDnzxA7p2oFhvZrbUSvI+plNG9drr+z5hnDDejGj4yxh7kLbImLRnNNpo2eMtjWvJ9lPPv3QtTIrlybZbEl+DyQ5DB07zAZGI8GOt/FjxtmZn16z+vQGG7Y81qatSLJOPZuSZMH+8FxMILFitMY4UWasaKEcarhEY+aM/eTd96yuoVEMyRR3yML3gbEnLUpwlSvMYOidjOSyVNKz29zUB0wzZfgWav1mzIh/cnbAKTAbwVi092JIMyXlLhbR7uztslQx9yPEROD1eVtMG0wMsdlI+9OmTZFkOsYy8m5bdflPbSA2yyYMm2tvvfaWhwLlZBfYiP4RNu5RnPXpDDVNabbly5bYN1571dYKh2zatM1+7Qe/aRM1XqToLDFF7fVd1nlfhGy01lBMGzlrd4gRiYsbZyllR+1kgwhlRZfNaGy1mHIxyBnpVp+abI05Bfag4JGdKptutTXCgR011t1da4/6MmzR4jaLn11hWTU/tMKYDGsdNSAmTozfimVWpzNV8nCDXWn8Yxs+cpHO3EgbNU4rM2yIM1OrVqzwwufkUaY0FyYCcA9MYkpWuoemEUoFvgmJJYID//OTV1Rih0+fktRfp7MzwePReVGBaVLcZNeGjYgBvwTr/3W059iGGaRPw2mFuEEO/lABvQe9MlhBL2o2gBK1C4gaZEY2GxY0UDs9nRTvOUj5IjA4QKxZutKqSsv8wADc02dOt3279riq60mCbp2ToAcQeND4nBdnCO+uFcuXuYqKQwu3Sn+1IuKoz9545YA7Y1ARhXvQ2IOIf/ThO3YnPc0LVWN3ra6ocumWw430DDCFhIPDSvHe45fPWefDHk8SAFvAAEAcnZJCsDVQvZ9gdiS2kxcvWI8QJqEb2FwAStaDunUXb1wTASx31SvAiEMO6mqfr/rNys+3g8ePissuc/st4Q0ZuVmuAkfV6s3XRdcHixO857f6gCsnEJ54RURxJKt76elWLamKagSUggokl0ADgPrvr9/5qcfWom7lM/oP+1an3i/hN0iEEAaQGCm1pmgtyBeMEweSLVK8q9nqat2bduO6tc7xwqHCuHCgE+YtcJsLru7BnL+88R35ibeIIw49Rh2mIt/zhmHCGJVLIsHT1KVrl3SCq5gLEtGa5atcwkMFhT1wlOALe8zo0YyBK5/2CxIniQZEAoefzet5/nxXOTImrkdaxgHoRlqKe9J++/U3XB0NcwdRmyzJBTU0hZ0xX2BPxRtXnbt9DzPCPEmQu7ds87AhxtmrPcMx5m0xqOQeRjWGtzdFnq/evmX3Ba8dYhBBekPE6GmXrEGI7eNP37We1gob0t1qiUuW2+oNmzWGEY5EK4+22rTY6fbq/2O3xYyJtZOnzngu5u9/+9ueA7e7s8edeIokTcMckHlo/soZtnR3ou16a6cktUqvNkPIgY6Qms6D4KumudHVdePFHHDuOdfkpcXee/LcObssJub1XSTaH+HOOdiNYfbGSTonPIe9DxvrBXPAmaexxhDuZYIzGGmQdMAgcR5ZQu2Bnofj27sffWBpIkL7d+122+iHnx227vYO27B6rVH8G7gJi3PznNmzx1l76w3LSf7Ahg6MtQ/fOyTiIUKgvZs4cbz94X/zB5a4ebnVjmoy0xD379xlq1escqY2QXtIggz2irO4Yd0a27llu81aNMsah7bbqJmTbdvm7a5S7nv80D6++pdWUFtqk2oe29aho62xt9uOtjdbsXXYySm9ljeqxdqG3LE3vh1nv/YbSbZ+0zD7/T9cad/4/kL79Ny/sNYxV6w9Xns0faq9+YP/wdKzei19aJ6ljBsphnqe5WSOEZ4ZIUIfY0sWixGePlzz0H44ZAjfab7kxT126bx74OaISQTX4DsSnjsYEM4rfw0ZwLu30z77/HOrqqtxzc0mwf6cObMtPTfbTl6VhPzooU2fFPfM/n3V7fklmGochimTplhLZ7vbpa7eueWbQuC4L7IWe+iIoH4cEwglEqQTnw8YLaph97gmqYECy5vF6bz5xhturCZFF5IewdrcH764nU0lTvHc1au6v9UJNwczeI4kNp1knGIgYHCt2EdBcsRNYl+BeHz42aeWW1JoiQJ6YikrJIHev3XXvSWTEhPdiWXLxo0e5gHSZ/yAHZMAT1RUVdpP33/XKGq9ddMWd/vnACJNwjCAdMprqjwBAFLe58eOeaV4ynX5JIQo+dXa2uL1JBvq652YBmEngVOQl13SUymifEFIh744sKT5QwpcuXS5Ew3Wg3Hp3xdawImb5eTl2tuffOzXEY+Jc0V5WbkzPkju2MTCvQJRTRw9zubPnOWp6QgRwiO0WESoUevNergkqH5ZX9KEkUTi1PlzIladHlsLMgycPoKUfPdTUzyVFzGROF9R8myk+sARBk9mEGj4/F/Y9B0wgRcpD4eQhY17+eELGCTsNFSWoDuXvPQ91+OteiP5tmWXFrs6lLWcJWJPonGPO/XlCmAtbO6wJkYQ4srcPYm/5qar/LrH/QNWVFbq9vxTp0+L+++zkWNGGcWn9WC/hp9hen6YEYnzAaJv6Wizn3/4gd2R1ErWqj2SAAG0B3l5dlxSrTuLVVfbDBFZMq/kFxTYxSuSykWgRmm8r7/0SiTkQH21ttl1ncd2MQzdGvdwIbxde/bbCkmYPL+rtcc+/xfnrfbTbuvu77Zlb8y1HTu2eRL4GK0rGYTmS+ptFZKsa24I4mC1V2OnjLLZS2fZLDE1hIdxvfshaD4ww9ka6weffurhUJw7vFev3LxuRy+cFZP4yFLup1qqcMWBffts0tQ4ZxKxf3d3dNrBU8eMBPXk+0Xi9H1yuHm2cZ5uJt+y82IuWVMcyghtwAaKXZN7eJGScxZM7oIEaIRVCGY3r1/nnsvubBghlmHDkeanP/oLq68stF6LsW9+8/tuq0Q1v0JM0viJE2z6jOmC9xjP5rRu1RoxlzEuODhCEGzQHxIm52bU2NGWsGaubdi21nZv32Hr1gp/6dLerl47KEamsrLaWoccs7yR37S+nkM297e+ZXcbJCUm9VvH1C6bOm6ovbn7RfvOd1+0tWtmOkG3rhb76JO/t44xjdbTbvY3//aMLZm/2n76Z0ckbZp1LM623uGZYuJHWV/rfCsvjbHO9l7t+2MbPWaEUe0UGRB4I3HJ3/z0R35Gfv8f/Zbbv900JfhxMqk14zowD04/ZDx7ce8L1tHe6gyomxkEw62NLa6GbpXkTigW0mfUsn6l7fm1YT4e8NRpt+7e9eTmubl51t7SahP0/IKKMs8cg1prpDaAA+oSmSaBOE+aMvc6jCAQGqouEHVPZ7cQgiST1asdaeEMsG3jJndjDg+CA6Wu9xR4+qmqrLJLIjQEzy9dkugHnuv+409+6F6IJOaGEwWQ+RwE7oDwWNJW70M7c/681QsR7di2Td+NsCVCDolJSXbx+lXvk+wwqC6ce+UFgdPh6BUC+OzkMSGcR/aKOOaNq9Z6zOA5ESC83ED+VDGZGjfFRuikwL1hN6HSwY5Nm935qIoMHqdO2V1xwiQY+PaB1zzMBhVY2HzO+knLzbT6pgb7nX/0m7Z78zZ3wogTgoT4jxYhhutD6sA7MVDRBoxK2OiHhh0IW+OiufMk6SS41LwOSS9+ug4K6rNgX0BYAec9y6U+GIWq6ho7rvFmCTFSmWOE+sQGDEcP8ouNGam9HWcvvbDPdmsero4L91kv1p4cs8uSllphZaUntkY9NFzrQyyac7UMUtcimUTDSHQD/og9w1OatY5urFXYESsXSJVgs2AdWQfGhNPQkRPHLDs7180G2AHJ1VlYXOrryFkKvXOZn79cNTrEGS3SHMIAYZtkqEA5dvfDp05YRkam/dHv/77dvHXdajtahbjjjZjNkAgA6940NPYDeCYdX5X2jhJOfAvcIy1V19bYxUsXbbMQ2m//gFykCz3jFfvf0tHu8c09nV0imC87nLM2F29ft3O6B4/Rb7z6hv3j/+aPbIP2g+dRnmlE7HCbuHS0FTcW24JXJtuMFYF6TkcEPOlrhrYIpyPSwqFpGTMGiVtzHdrnaf4Ia4GwhfuDTwOOeVQ44R6q66CSRUV/+eo1K6uockL7p3/037r9mcLuR44ecxPIzJnxVpCb72FJlFRD6xDG/g5ubC1qVWJd1yxb4dedvHDeTl08H8TrxsXpogF35iEG+4cfvW+PNLbvfvObInZjrVzr6cyOmJ5o2BoypN9GjRhl125esa0791uv5lrZUG3LEpb4uWBPYAgpyoC2wh3BdL+2XusVqDDZxwaNraik3KZNneISHerpsXruh4cP27vvf2z5OdmWfqHaemr+xIaP3G/V3WkW92v19v/68x/ZVDE0p85+JGaw2yaPnmd7N75qixMXucPNQ0lwf/ov/tgyrt+3tq7H9q//8b+1/VsOiDCPtITVC62hrdoqYu7ZqL42myDqHzMwznp6H1thwRi7d7bRNixssAkzx9qA9pQMaWiudmze6iUAkaRHjhDDPTBMeGTA6hvr3XHwo0OH7IwY5PamFvv0/GmrE679o9//A5szd5YEim5Lz8/zRDJkUXpZAgAhWF92Xr+q9lxLmHiqvStJBVvFmzqsP/j+r7pKizqXrS1tLuIHGWJ0BDloQjg//eA9yyjIFyf+2O6lp/nhJOCVQPs74lJQ0WykTJCrBXUnCEaTd6mHD/QfnxHj+dHxo46ACblYL4RPLUYyYIQOBqVlJdba0OScHamlyP4BYQEJEg5zNfmOlVSV23de+4Yd2P+SHyIWGu6fsZZVVdlYbFmSokEm9MpYhDL9OsIiPkc9Wlxkb736DScupeVlVihODGkVZx/GTQ05pBZ3SNF9rEkYo4Yb/ucnjlqFCPajjm5bsXSpOzyVCzAfiAlBekMSBgG8++knbhvBE5SUcTSIfp8QPxk4UJteun7Dw3LmClFShxQEFySC0BZo7bB3ZWr9UZ8uk9QDASG0hefQWDuP8GJjaBo/Ure/1W/sGyTAHyskNVYEn6oUOHV88Pkhu3DrhsWLgBMmxL6wYE+YDO8jkPxgaFC7U6gZWyD5ZEFEHx456pIrnCvJL24J8eKAg92YtY0MwxuZeP7m/Xe8YPKmJza0oIFQXcLUmtFYA+eZuSbyHfOGmK8UwqWMGsQTye7jY0cshbyx2lM0Cth0aTiQEW6zQNdiN7xw85rbO8dpH1Hr80wGCAF51NurOcyTFLhAkskKS5ZU1SoGBfgMmZZwtKRcpDYs7vyEZvVIIiSRx54tW915hj5hil7cvcdzodLuZTywjwV36bqP/cRxDCSGeYR5oXaHISU+eaukQCrDYO+fPiXwjmYtMCtMnTvFNn53pc1dPse9WyHCP/voQ6usr/EKMxDNODF7rANqSUZNPdeubipqXPdYyunTCUsI1pMct8TjjdGz927b7toZGmuIrbC1pdG2r9/o6tBxktZyMrJtvs4F2qRtGzbZ3DmzraGhzjP1zJ8737UfbBmerZxHzhJMC2FjqEH3btsRmIJ0Ub7OXKkYMMaNaSKAlyBn8nkxDu3CR1s3bfRi828fOmhDxVRQQJ05wQjql6sdFy5KtH/0O//EXnrpgL1z8CMnClvWb/AkElyEyYbsS5+JKQLvYRP0pv6Kqyrs558etIOffS7i1WTThDeCZBvm5xM8USACgxkiL3uPtXfs1DjEKMb9j/arv7XHFkxfaT/++QdWXdJkjUUtNqxqhE0aEm8JYuBHTxptWZk5dlj4tkUS+ZD+8bZj1yu2etXKgIgvjrd5a+ZJ0suwusw6+/Vf+Zb99j950abNbbDamkJ7OeOPbdyhv7M+7emQ4bFiSoTHerssVgJDQX61/dXPb1hO9lA7+MFY+49/1WkPSs6L2Wm3mqoaKyoutpf27bPJ2o/9IopjhS+KSsp0z08sS8S/sqLCme65Yqw5cdFn8atuzzXB9EEJUMgSM1ucI9y5qztmzHR1GzY/riEFFAHpEB0QcK+Q3SRJFbdEsPCqRUIpKCy0JhE1HE5AymHzZ2gXkA6D92zJgFXqcIAwvIq+nu1xhDpIAH7YiDfavHGjfwQRQW2MYwHqGIL/sRdSZguJzyXeqMbzCL5vFsFFEnyQl6VPxbUSHuKbMeAHerI4aUJUcDDK0Rywa735+hvuFevX6RU1pC+08UJkhGNQf3C9JFk8PfEAvZuWYtfu3HIVMpIqzhjudi5OlYrwPB/STRUQQisqJPnhVANxnCcpluQQZKXBKQh1GsQBRqNQ8z1+7gzDskRJDRBIxskY+e0SkIglNqg2SX+jRsQ48gkb16N2XySGYLWkfhgb8rTW1tRam9YK2x4EM+jz6cwH/00Sa7QPwAmFoZEuPzh8yDpESEkDR/7Zj7A5Caawq5FP19cz0kDmOdnZztysW0OlkYjEpvb0KrVgYv5ibswLxgJ+ACkRBFxRXWl/8Vd/6c8k8xNJ9NdoL8gE5TU6BbPvCxEWV1Xa4jlzPLynsb7eigqL3MkN2xWqV+zB7dqPAa3XdMEl9mCIGAwHdU/DJBk0mBxSSZbr2bfuJQdM1xtvuAob2zp2X2C96yE2ZpyiHttEjYepVFMVRPAMvPPMHZu3eJIGTCQwA6wFeIDQBJIvnLl8yeEbOy3rFq4j6wFxJRb2qggdjm7HThz3swRDFYbZcDVjbe/ocoKPxItGB6ZiuRgCqgBht+J6HJ9wpiJRBjAYPmvkiFibO2+ekDBrGuvxwUjCZPLCIYxyWeEYybaF1EnMn6sIdeR7tFfMK2TAnjR9x+c9D3vclELYVOg5y3WMBecWvGFRk7a1d2jvGlzrRJk8uqK3sMeQMBMuhP14ldYQxhdnIh7GmPMkRefn5YkpXqzvpvt9nAvCizKzslyzNnvqdGf+8XCnc9aN51HSL6cw165cLpVw8dC62vOsZ9o7Fj96gm3f8roVFeVbZlq+xYqQTno4z7pTY23C3LE2ef4ke+eDj7Sf7ZJ8B2ze0uX2rW+8ZeRXBgfzkGGSZxsKm+3e1du2QXjvje+8oj4X2tgJVXYl46T1NHTY0GtXrPfgYWs5ccwaPz9uxX/7I7tzvN1OVv2+ZaUOt5KibuvrEhw9SrYZs/rtwCv7bOfGze6Hkpi4REy/YFDcITmss7IynTGnFus8mDvGoL1g3Z/Zo6+wPdcEE2DGljJagI2NBXUdSIHg1YkiohxgKpEcEjdWLglq+ZJElwCXL12mQzLTPQMXz1/oIRukDEOHjjolnCz2LmwxEBSQXOjlCQAireGSDveN+pGMHtGLBDIA4XDAkHbQq7O5cMtcR0UOEnZzkNDHe79Rjb8h3qQ0A2mTpzQMTA+q7QfPAk3fEXGrqqgUUumwMbGjdOgX+nc0nvXs1j3bOJzEMD3S4aEsEocaaQcnEByIYECQ/kgbdvtBitY7wREMvZJGrEMIIPnePVePIgUsXbLIJXvWCkQGsSHLDqphAB0kTjwg2WQ8eF7E2ccRtXbYveCub91PtlVLVwiBPlWNhbMJ1pf4yzo7d/WKS8W/9Wu/4XYjrnjyYv56+fVRDcSN0wvwAkHGI3mFJE2IOEwQyQ3KRKBihIipDQoSj25+vxit3oF+31/2ZnDjuajIkOJ4Ps/5VBIk6RVrmxo9CUB5ZYVnJsLh6eV9L9p3v/WWOy4R73vh5nXfH3K04tgD/OC1CvIbK/gbN2mixwnCKJJ3N1UMXKaIOBII6QD7tQLkfF25bKmIQVDvEgLNWJjbmauXXfJbKPhDMiIsZYqYDRgmxgqUAaMffHLQ+iQJrBAhB2FzXjyuU2cdp4uVOk/h+vha+7tg/WEQl+iMzRczRfiXLgi+jLSM/FyPffz8xAmrFxP5p//sT9wLPQZGQT9BWM+AXRNTxnjJwDV/1hyboHHjXXovN8se5GZ7GkMI5rSpcZ7iEeaOseLxDcNc19QgHHHGUx2SfAMCExc31W2Oq5cvc+IPsmV81+/ddUkVnIB9rV4E7taDVBsdM1Lw8myYE2Mk53BZTZWN0DMpjg5MPb1Gz5ky2bUaFIInzGfPdpxvEvxeh0tdyxnv7On18cBY/s2Pf2TtIsIv7dqrax47g8P1ZM7CZ2OjmFZidAmF86eoG/Jkz9ZZe+PlA15D0h2V1HcI+iQEAHbwOs8vuaj9jLGykh/b0N4qm9m8wjbt224fHfrQliQm2YGX37BHk4a45Lh41UK7nXfPikrLbM/uvV6mbWQszmorbLLmRmO+GSLYP33vPcd727fvtA0btttD67WPLv+lXay5bo+r+mzF0Am6ut+Ka5ustLHOMoaI0dBeD50/16ZPqbKunhSbHt9k3/zWAquoz7AuMVPAWqh9Yyq8MBlt2bTJ14HQv7TsLMvOz3fmPtBGfD3t+SWYUQPCeSF22AgBW6xzjNh/qIFIwuvc4kK7e/eeE5Y1AqJDx49Yk6SIRUJAcJksLpND+nS1J/1GgJjDdUrIODU309LFucFNEZvFk0FUF3WocIkGwXoNSP+GDQ0gNFw0frs9Rsi3qbVVh6PHHU8ahYy2bqIQcRDnBkHhXr9bf48YOtw9EiG2eDVCvJCuog8akg/FmXds2ORqWNRQSF1Pnu3/R5o+e+ZvNT3SCebSJYsN54mMvFxPM4iEmrBwQbA+ug6bTWFRkce7InWiRqI3nF5gTihwfVcSNAgaDnukPsc9H+ldmCh4thASsW9zZs52b0RqWJLthr5AuDAX7UJu98U5lpSUupcu9lufj+YbWdXg/8j8QJIg98ULguwfvI985WsE8odIkM2mpqFBB09wIkSLvausqtzttqis6Q8Jg4ofSGuFej7cOurzJerb1/1pxw4iaekZHss6TDQfJDy4MV68fG+JoSGtIM5oJOIng1GtJG9+Q5aI8VsrpIAk4YNX5+3i5FlzArhx+kCKJBcxCA9pLz0r2w4fP+YOX+wbCJXkBcRHsm6lFeVWVFXhISVesFn3kVIsQ5IhCSvwGk1LJw44IH7AFvbzNBFcKq2A4FGps1YQAFfDa59rRJhxKkKq8nqVkk6JdQwdWJhzZJX8PYwf6QFZR/88/E/XQhg++PQTKy4pcWZ1rwjJQhEB9uTslcuutsXuyi2EMdXV1etZQqxTp4oxmmG5RYVWWFBgsRoLUjkEC4mV/YahQXWN9uP63TtOuGt1VsdS2UVMEd+PFHECdoE3cvjCLLC+qIfdQ1w4AsmVJADnr1+1cWK2PU1bBA6ASJhLqtCkqY/ysrJgHbUfOKPgaAac0CCqzInwm4nCFYT2cB5gSthPEkgQTjRGa40dmDhYEvETZoFWIlOMBVoaEqFTohC1L7ARwHuwnuwxzAwMHPVTkVLZPz5vEaxxBvAzwOO+rLTAViydZMXZ16y/S8xy3ls2kNBlfeOHeoz5/n27xRjPtl0v7bSklYuNnNCz42fZq/v324oVy23O9Jm2WDjjgeYNHJPknixdaJw2CRetW7fBRo2HcRiwg2d+KJgqsdi2AxY3dLU97MuwAjFx2T21diKx3ToThthLb8ywN19PsvkJPfadX0myHTuWaKxdOnuBFM08Oc+w166cBpcIRj0fdXWVh/CQ6xjGjzrHX1d7bgkmw2FQvOCkZgiJw32SzLtdgLJQBwvkcDU52dZog/dt3+HS5dnLF11FRVwVhNb74CfS19OGa36DpQip9D3s8woZSSJInkpOh4BDTSICwi9IxYcqLXI2gqYDGfYZ9ktdxSNnTrkNEVUgHKInVNfGQ36QROCEud6ziHCv7gPp4K2KKgmggeCiznOuS99PnxbvISuokrlPN/rnqKGpWsHAADhaOJawRf9JCALp2LCzUIwahgIiRqNvkOaCeXP9JjhiCmd79hVxuYwHdRNODdiIQDTcGpBVVlM/LJD+4HOQJYHHR06fdumchM+MkUN99c4dD3f43pvfEjwR76f79B+hDSAo7qfaC8iNcAocmegYZy4niCOGu4o1KzfPES0E5c79e3bp1g0R5tGeMB5bJY4aSA84HgWelgEjQvLyI2dPu4PNpjVBfK8/VM+gUke1mCWQHA4G8AI4l+DAEDbseqSrY/17JSWQ15XqL9hYqFCCQxlEiGwy61esdKessPEUnkXfS8X8oH5lXUCWwfgeu12VBP39Wo+1giPifCGUMHQ4dlH4F4YO1eWuzVtFYOJ8Xng4v3PwoK8dSeEXS8rHw5M1BhHhgfzx0SMehoTEdeLSBUdOaFDYf0Jg0nWm8DollyyVJaok4ff3P/Lk65xDnuMw5odBe663DseRFwwaDZUn6wN8TZa0/M1XX3cJib1mz1LSHkhqn+CqOPqBwCQuXuLOOJ5gWz9oeMbqTBBWQpwz6ugUEfFuzQ8NEI2kDKjvNq1b5w46hOTgTOLMqcYCA+DhHiIkCZIoieGGAcbbEiaJ8RWIEaGGKjZgUunRQvatRkT8xt27WoM+L+wAXrifleHfkdzDTRHqY5gehnYFfwkcA2HSwoYW4q7g85YYe8wQ+sBe2rPXCRCtpbnFC3ZjPoJxhlCg5Qm1YYNfeAtT2xYNDdeyFtRTRbNBitDikkJ3PKL/no4Wmzhmok1+uNhqJpTb2PiJtmPjRps9W/A0a6ZNmDjOhscM17zjLWnJEh8DjApnD3X/X/7933oaQjRhzAPnyO3btluDBIPrOsdTtIeXTlyxytLJkjb/veUMWWs273P7tX/zH6wqttOyujOtd2ibNVQ32OaknfbWt74pZmia+00kLU70BBIUu2juaHMv8uCERBCJfpfpnF26fVP70GC7tmzVPYue4Lqvoz3XKtnoRi5CstNU19W6EwcqP9Z0pBAhLtgcRjg+uHgMxGEeTKY1eHJBC5xR2PBEEbb1a9a4uie8lryaPG/ChHHutAHwVdXXOqEI1Af08LRfthgiQw3EmRzIhYFzANdyL8B2J+Wu3Ui9756O1HoEiQ9uODWRqQYun1AFDgQHP3xWKPnxF4kSbt5Ndm4XhIfjwOC54lzj4KePMUVQg7JUkgkHE04+vJ7fSJOEzFAs+aIkb5AIqe9AqEiSrC+JEpD6CC949KjfiirKfDTcC1LhcEH0UPMiCQwXY4HNOQjSD7hGkApZeYLnw1FCoHvcBgwhQGrLyMvRWo9ymxXX3Ey+a3fSH4i5IWNO4Bjz3sGPLTU7U3Of4FmfSsVMYVPC1kP+SRLEQ2AodwVTAkFn/Uith4cy3DjSMnMjByjPyZc0dOHGdXHSbZa4IMFVuDBArA/EggYjdeT0SUkIvR5UPVWMB8QR5ySPhdQLpgJpHQ9L0sEBB0/toMEe+l7fv++p1GAguAZP4BMXzzvz9Mq+fW5zQwOBmr5RSApYYm0zJB33i0i/+MILgXqSPgUo7JEncZAkhEQdhsWAZMlek19Y6Jlu5s6e6Wre+ClTPXaRlYmfOt0yte6sOXl28ep1pK59RBpjTOwpeXVhoJDqWJdnYE5LhFPN7dR7llOYLyKzyaVDpKJw/bi3S3NPkgTD3Bg7yb8p0A2sEUpDn4SNkIYuZFZw+gnWXcRPTA7SFecc7QMMCLgplFR4EkyPwM/qxDQVal8njBnt2pMeSYOsCYw1yb3xNUCtu01jZQ/D+xkDzmGlleWukqfyB1UzOHcQe/YY6Q6iC4MIgYPpDD2fvRf9A+6ZJ1Juic4Lfg3bxei888nHrm7fuGad5yjGrsz4FmhuZNj6wtpGGntQIdyUmZ3lKkqIPCFnnCE0QIyf+9eLiUgUbty74xVbvm257fr2Doufjj/IHKupqXWzAJofYnrTBE/c36973/voQyvUOAlVgrEap3XLFS4gfSjhX1QNysnPt3RJn4z55oVuqyt6S3u83NpH/MTmf/Ohff/7/50tWLrK8tLzrKK4xCbaVDEku2xRQqCpcZzGIuv18ZHDllWcb0sTlohBjviJaN58jad4uc41fiyrBUeDq/B81e0XEczwZD8XjYXjwOOIk5aZ7vUaiSlLXJRgr+5/Mcj2wsnQy6UkVFTBrV/aPLxAPyBJuHw4K2wZ7BTAiASCTRP72xA3eJtLMMfOnPZQAz/4Gk9049DMmzXHXnvpJZeGidlizGQpunzzhlfBB2G2NjTrwJT5Pb/oQDTUC/mXSYJ5+Mj/Hirowl5D2ihsQhBmGpVc6kRgUHNqUP7Z4AZgshio6ShB1tjW4mqrULIMkVjYcEpgwam+giTa5xIfGWRGuZchiMO9WjUXVCQkcoZo83zqQx46cczrldIPMZcv7NrtXsZOsHQfqms8jmEofP4MTr95TlFxkWVLwqmqrraU1DSrlXQTrtF4SUmNjXVO8Bk5JcNQvRPrdTstRRx1rauJQaKozQizQX1DEWlUvj5PHqV72VPCEUgLhw3lSdMlEJ+xkkIIiue50asTjgWEiHSOMwtMQsL8ea5aDDnfEBnAOJy5fEEc8g2XGgM0/LRH5pyVnW2XBB9l5RXBtxpbS1OLJw5HYvGmZxI7fP7aVfd0JcB75+YtHooBU8fcWEckpn27d7uE29Ta4sxEbZOeG/keW9vKxKW2csUKSad1NkESEqpSPGSXCJFhokBSASGSZxnmY9v6DbZ3166AaGleSI4ktrgkhsPP3OCmSXCGqHuaJSQM8eQqxsCrtKrcvdcJ2eB5fMnnIN/Pjh+xSuZDP34Tv4NncA3wtH/XHs985M4uugD1HISS78PreP6xc2dFtFNcgschKmlhkHwCL/CT58+5Ux6rAiNbS3UioTzwBgwVPbF+MA+YGPbv2OWqU9YDpP3Knhf8Nx7LjA9V+KnL593OBnz4OPQKYJtLyIQzy+tSvrp3v+3dttPPX1Njs/tPtJDecPsOJ5aEbJFaUxN50tfgBkOG89GLu18Iikjob0wGL+3Z4wwnWrgXduywNcuXOpOzcP1y2/e7W23x0vk2b+58t+GStAt5DQAAp0ZJREFUM/i0GDPK5LGnWTp3xaVldiX5tqt3qwVvZy5esJdf3G+vvRiGExEuBDMz1D3Zf+X1b7qmKmbEchv6eI496q62vvGfWsz4kc64zZo6135l9+/Y0JKRFtMV6+sfniFasM9DXDNoj4RrI3+TRxm44XkIP69q3d548SVnAoObnr/2tUuYEJuwAcIsMtJJQ0ODp8xzpxK3q+gC/eebwKERpsJ9nQoTsbGBBMclrDMcJyqdlJws575RP8D9BRtIH0EZpOtCSiAiENIqcZWoPFBnUuMQggwHjlQUPDxoweabE6+7Dx64qgjvTOymlJOCAGMfmCuJBkSOLSIEHG9gWP0JJ44qBFsODkfOMeuHeDikotT0dJspyZXE3Ug+OAnxQuqgPz/uPhg13vIIrQtMACWaWlvbPOsNklNQUipYOx+L/+bXEJcucO5B+uKAMD4cSzjUfAZxglgg8VOqjM9QwaVICkQthGSDs84QSUahN7O3SP88KHwueWBx2UdKRi2ONINbP2sVhqOgjqcfvIRhblhPnJGojkLFljoRABin7Rs3udcumWPIWRms4VD3gqwT0SL8hzqHqGFJiYakwnMZEssWSIJDLEHPGRkz0nIlUSOlh+OgIU1gL0VamC4Jbaqkw6AFc2ROIO784mI7e+2a1WtspINDTQsTVFRa6lIlUgdqzoeCLXK4QsRxpkJDgQ0eJoUxIVFhQ6OyCdmHYBRxfLty55bllRSJ65/j8MwM2CsQTWZern169HOPzyOfJw4v06ZPc9UnElVahiQKrftanWWckKi5SUO6wyuccA/OBv2CLIFrJHLOINJJvBgEHOpogWq6N1CF6m80Hjg5UegAk0TILME8/v3bP3NJsklSH9oazgFMDrGuSA8QLZfiBA+cM8wqNO5HIxOqKhkbawOyvy4kn691mKXncd5gRH74zk89DeLObTu87JnXCNV5pAQdsczYB3FWg+jzPefaPULVK6XnSDnIuY0ZJqZa8MRY2V/yNIMPMLP4ZDUuEpD85L13XS2PM44fP3ARzUGd/3DKGan111lhTTQv7LEPsjIsVtgEr2FCwI6cO+3aEiRn9yLWvU+kF/pR44zHxAzXesdYckqKNYrAeky61hHtCozmxg3r7dP3f2Jnj3xko8bFSdrc4AxcWmaWnbl03u21EH3OOOsJA4hJIUXMDGdq1tTprt2YO2+ux8oSJ42NG6zMnmAiAu7dB2NijOUXpltV2WF7PPKKHXjlW7Zp6S7NcbjDTktzuzX1PLIlScvEOMy2h8IbmFacHRVeIU0mGicvBi6EVd/caMcunNNBM1efw6zh0BSuo//+mtpzq5IF4SCRhXDHb5DwtGnTPA8oKqy27k4nKHhAcgGT4FDiRXg/I8Oz1RCW4cRIGwFHez052YnOkgUJDmShVOB7of9Q/ZKjU2yOq36JheJw4jDAIQNZB0QWIuK3Bo0B6gWxLq+otMf6jTPECNRKOiRLFy3x4HW8zihx5M/z3feh6T+HD+8XxAoSZ2yMCfUs3CA2UNSEqKBYCxAIXG9gTwwHE/xGUuEzDhcEIPwWYrZq+TIhwogT05P7IndyrV4gBdQ6Plf/eKgTHghH4J1HwvUgZIcMPuwBHHZ9S7N7NLIWFJiePJ4qLNip6CMgJOrU34d/Y4/5/PRJd+rYvnGzjw11bRBjGzQkiulx01zKYDw8G0mSmEqQCxU7QP4JWhskSpxUmIPvr55DvdTLQqwQWVSpe8SBoyaGIPhY6FX/QJS301NdwiPg/8TFc07wUCs+aZoCyAcJEA7YPVT58S6CNafP+ympbi/cvGade7KCJFD9Xbx53fLy89yZBkTtjj+C6wCWA/V6oEpVh8CFmEcPg9DaU1eUajS0kpJiyxNR1iXueUoGI27o7ul1G26eJPYESRSEObFm5J9Fwj968rh1qL/enm6XnjgzIXNDesKQUeMe5gGR/0z3ZGrMq5av1LjFzGjPcQY5dfmS5RQVeGYlVHqUWANJctZyRcTK62o8wxYB/zjQAcNUmdm6aZNnckJ1jjoSLQ92NJLSU+UFZgD1H8icjEl5xYVG3VjOtJ89GudN+3Dn/n2XzJYnJjqx5oWHNOkHKUYOISehN17xSFJtLS0essTZRlOCND1URP2x4NIJodYQyRPVMeEhT22J4f6q6X23vscpBUIFYk8i56mYIBrXIMUWinHmDBGfzbgdvtJSXHIlbzWOgn7ehSuytL44BxGXHTc5zuNhOfswL6NGxHqfjAO4LJNkWF1T57iuQYzgIjGHMFxoEdDoTBdz9J/+8t9beWGeTRodby++ekBTDYqgY3vdsWWrMwKEccAksud4CMMAUhB9tZgonPrCsBXgob6lyT47c8qZL2AWhx8WJafovqVnn7GmiqP2uLfD/qd/9m90tqgfajZ6zEiLE0Pf2fvI5goW68QMXL11w9cU9TsNKZhwIJ6DVo/nnLp00QsJ4H/gtEBj53vm/3W255ZgumpUyKWppVXIostd8FPFZRPeACKvra2xG/dRBYoI6G82FAnyxNnTlpKd4YHn2DYpgsyhYLGRMO5L+kN6Qy04GkLDRkQaAImDCp6FiP8Ak28Un6t/EDHcMhsYIsWwhe/hwEmDNmbsaLuTmuKxk0ip2CMhxjgYoNKD+6IfkEHgbTdgbU319riv113uHdoiDdf5EwLUJZIK9+3c5Qfsy54dNvry33ysF3+PGI7dcbJzaz6XCPc6+N4vbeLCB19GnzA0ICIIKQ8ibRkIiVya5AXFsYKge/YFZI7qiI5CdTCN59NXs/aZNUe68nFFvuc7H6MmQ+gQtR6RNtk7pBO8cScK2RD6gBct+0OLnhfr0CKpJU17TyktJAuS9Udd4vtJgzg1NTa5UxlErLKi3OcBcQ4b8wUxwnXDsDgMqa98EaiSqiqt8ySfKwiI8VRqXylADYHOKyp02x5ICds5EqXbSFlj9RM1pCcNGIS7B0nBMLB/rCHzT5VEXycmBc9PGCk8TT8+fsRyhHzbmppcU0DuVc4NiTCQri9dvexS2GYRLQqG4+iENyvEh/SQg+ONaaiOO7u6bP3K1cIBoxzOKyXBfXr0qNVoX4rVP/uDU9dU7Qk2tUtXr9oDrTn1R1eK4SD5xPgJ4+3Ann1eexWmdEAEZ5GYQKT2Gyn3RCTS/bw/FNGfqz0AHsgK8+N33/VkIIQAsW8QqtKqSquVpIqDVHNnqxiAh67uRULZvmGTYG9aAGvgdb1Yt/EiKpSfgomDUDBNHFgOHj7k0hnECecn1humAMaN+8LmcKKxgp8+PvKZ5RYWGXmjYeTdk5ge9Uy8WJNFGMFbFZVVzuBTQOBeWppdunLZGTzS+rE2XntX+4dU3qT1A2awkz94kOZE28PlxCiEZwFG5Scff+RrsG/nbjFFc53oI7VyHSrmB1nZdubMSWsWIzFrWoK9+u1viiF/7AUV8Pcg3/DTeQ1xbQO5WsERwMw4wTXewDQ0FsAmWrumugbXQLjHd7AUVlxRZIX5YpZLMySNjrI/+e/+76665Xts+pPE4C2TdAmDWC1GqkpnBA0PjlysF3sP5PObBlFNlmADjGAyA8/8g/DUV9CeW4KJx+QHnx/2eoY4b5w/f8EKRXxQvaGaI+brwYMMR2SzZs5gbzxUgGohNdWNljBzvu3evs2TQAdTG+L5J4mVStBhQe33JMwk0lB9FZSUWIc4Zc85KoDi6xBQw031e/SKvjfYatS+/c7hQhDvp6Y64lgh6YLx4oF49OwZDwYnn+WFW9esWBwkKtiWxjp7/+//g924dN7mJSTZhIgUQaNINplMkijv5FIXzw++C94+HQcQzLjIkpSWk2ETx45/YjtAcj5//ZqVlFf4Mz0UIGoOX2iaVP9Av6tzUbmB3MPGfEFCx8+esvT8XHd6IUZstSQgHDBQs0EkiB28nnzH1W3YP3nc4GdyLUHcOFGQyo5QCtYezpPGOboirvSKuO/klLteLBlHLMaEbZh9JTNRkPXk2b5977RzhOaskOSLzQfV7S+qegBDATKFsBL7uWj+QtcQIKWEjWcwPlcr6T0/qNcOHTsqJJlmW9auc+kfKRHEeZ7Afu0BSdAfSArP0JrgRU0CdB8CxDLo+gvjD//meTiosO6u4tTvUaNHeihARkaWwwdSVVMDjjEnhCSn26//yncdCRPje/3GTc+JTGHxDatW2xgxOnli3srKy22vmDAcPFiX0doLpMTocfAeb1Y8JWFUGPSAzhU5TkkEAQP34p69NiCCC0wQX9zY0WajhSuQ1IeNGWWzBe93hQRhJvE6RqJDBYeDC1obJE8qCV2/fdMl2rauTo/B3bFls4cBXdb4qXu70VWeA65axys6OTVIFkLmKiSsZBFdcuKSNhFGA8LGYoHs0WTAcOHt7WXVNE93sBNTlC0CQ2KCutYmrVGDiNQSh1/O8jN7ovnxN3B15uI5KywusZd2730GqfM/hJq5lwknPZQkT5FzilbjfUzVm9aeTg8nwkO/uKzEVcYkVFiyeJHbfwvEWJGY4IWdOx2uYapDIAHWcvJyPVaVsDXsuGh9IGowp0dPnbITF87bSMFsY02Vfev7v2oJSxMDu/io0X4/Jg2gDqLYoPW6eOumS7dzRUzx2Mc8zRwdNjUXXnj+kg2KMJDQk5nSeTOma0/XrbPMlDu2fe9LtvflV32c4ZoghKA1cpW09p8E/jB7py5dsAfgjnnzg/n5P0n5Ovck7ECrE8Zoh2v7dbfnVyWrjSfbSZkAsqqpwTOboHOfLuKInaNfe7k0aanboVhg8r3++NOPbJQ4nITKRTb28CybPGe8TUgirhEJCIL4yOqFMDjQIBckheiJ1+sQkoqP+EGQBzZOvg9fIKtQ4gylJAeqSIPzu6hDfOP+fXHG8bZdwLxhzerA5jlE3Jykl6zsTOcYqU5w5dpVKysr1zwSrVME7vSJY5aVlWPrt+20eAGu961/SGeoDp2ARI3HX/oZ3BjR1Zu37Py169bV2e4cNaPGBpVbkG/5JAMXQYB79lOoG6okmZAIm1RsoYpYR9OrMLwv6aNMv1E9ohLTIgRP1WGhNFFmeoYnf2aMeH6+d+hTa9dvVIGVIs7V4pYhqGToAdk1NTTbnax093D2ot/qqrf/obUK+T7IyLRPjh1zBxa8YVlnnLROnz8jqSnHkuYt9GeRHYnUbGgaiHkk9g5pL7o9XaeAyIROQcMgCE5II9MMW+R6GCkOOReAGKrEzJAVhswpxDAiPXKNdxzpH2QFU4TDEMkfnHvXF4yJ5OzLRazZPzxqSSBANRDmEDbG4eOJwBPjANm7JkM/DUJwZ5HYJMWjUsPm1yvJqkPS4YsieHNnzXQEhec3Dio4/qAmRF1NOAXZmwYkQWC73rB2rSPwahEIGEOyPyHtkWwcL2E8RdlrzqCPS2PhjOEQxSC9dqq+Yz4jtJ7nJDHBXEwQ4cOTt1aw9CA3x0rU1xTNv1RMIQH/3379G7Z8aZLfizMSfWKnZf0gxIwTCRbP6kljxtn0CZNtiJiCgUeP7ZgYsxk6++tXrfHr2YOW1habIDjZsXmzS5TLROR4bd24yUZqL4YyeAE+zDeapUOnTlo2JcW0xosWJbiUfPCzzywzI8P++T/5p+4glpGZ4fY78hE77PgKBLASmEz4j26HGkkmOOPAangNjT1jLyZp7bFpUpoQNTrJPVDfnhMDdV8E+pGI+PYtW4SPEiy7qMAzZKFKR6pClV5YVeEerCSFAFYCWA5suaS4ZC/DXLs+Pq0rAyTEBWlxis73lk1b7Nd+8Nv27//6P1m5zgkMYHlluf3so49tiGAcTcpdMXmpOZIQa2ptQIiVkBTskxBhzl/4XHAfnznD5s8MtEXDhg4X0zTBXnj1G7Zj114vU4hk+ZhBaa1DGOLF/RBO2qlz5ywt/YHt3LLV4SB8FmdrypRJ/pkOFk/R537L196eW4IJZ4fBmUDz6zduODLy9+KEurs7vdo64RlkvYGT5/BVimgmCfimD423tMOZ1j/moSW9GlTIZ3o4WZC9ggoA9zIf6MDEiJt6KmUhMSCpUPEb2xQfD16Y8G9+O4Dynt71j/y12eL8svPzfFw4KBBHCKC1dHa4CzklxAgpiR0ZY2uESDetXe+21Jqqcrt24YwQSYvtFpeG63dInAeP4Zc1R7cCUlShSOYc6CAmTEhPgNonJHtXnCTEEscWwhWwj/3NT3/s9TGptsCYw7lhC6UIM9mGGtpaHOHHiVNmTEN0DeE4L2hOOBHoQy/Ue+jzzzxpOpUmyMqCezu1IP0e9Xnp5nW3ybbWN9rqlaskTXTY//J//AfLKi7yNIAzxYHjBIOUxz1wn6tWrPK1IvsH84GwMHadMsssLHB7JeErpvFSkQJHIPbTCVekcQ8joEQUNfsiO+dz5Tnh99ivPjt3WpJrsVWVV9pJccJlpZXWKYaDBNfYQJMSFvtac5xDIoddxoklCCWyd0imjNeJsMYCnKK647c/T8/1Fukj/AxNBmW4MgsKnFjjaIEHK8kjqL4yI366/fXPfuyhOJk5uaBoMXmzHGbQHIRaBf5G5YuNLGlJkjuIwTQwnjVi5kD6JFegXijJJAioH9A9xI7CzISMYbg+vm4aKgwH83HJV4wodkuyQqWkpHiYROyw4a6GfePAAXt5/0s2T8+NETOhxbEcSU8/+/B9MUKP3QHO56x+GTfObMRjrhNctT3qsY+OHvYMQb/27e+oj1mecAMC2CoJFJU43powauAA1hr7r3tdMnfWUy9sbmTQaW9usW8deNUO7H/R4QX4mK517BFDNl1EEoK9dcNmTz7PrP38hfPnpffBX2YksM8VDrqRniKpbJaNUl/AInNBrQ9++uz0KQ/TwDaLTZb81Dj8ECva39Nr+yWV0+4+SHVP85b6BmsW046zGkxPkeCPfLFIn8BL2BiHZy6KUp0zzKBW51D3k6AoBDGj//h3f9/V0CS9gCnftn6jOzAWSRDBnwF1LrmJS0uK7Y2XX7Fr927b3fRUN3HEkU86Mn9vvOefFlXTiuAaPg7gbBRwxTj1pbPU7CsXso7+Prier8Dv68VIkHYRDUUIZzRfZxFcLnTGlq+ivv8623NLMEF8cJA/+fh9W75yhf3mW9/1UARKUm1Ys9ZVmkic2EtoIAB3+li4wCYmjLVxiTGW8OYsa+xqcjXrKHGBeHRxMO8JQE9fuuQxk3C+4WahRkXyQm0SqhMGL8wzf+stf7dLisO+2iZAxFZGLB0SD3aLsP3dz39mV+/dsWkTJrqNAOkIxDp8OGWgHrlaJJnKE7WVtnnrLhuudSY1GGqvL3Xf/wWNAwvwYp/BTgaypfm49Y9UaSPEfPQKQcbpMLr3pz6/KUSpEyhOfaPbQsL5wxEvWDDfJo+baNP08sBqSWikzcP9G8AHMf3Vuz/zWqN4qYKQkGIYNYeEMBSuQaUIMsGGCIKJmzXDbj0Qwpka70WfS4qLvbTUr377LZs/dw7DfrLejIlwGBA0BI7fzBXnEqpmkFhi4YIFTnQPnTjiZbWQarH5hQ2GplvzDuJVA3QKCkSNRf1Qlwz0HVIyTi5lpaXODMCwLU9Y6AkUKivL3OmlrLraPhdCHDt+nNtOw3EiPbnqVL+RcLAVQjwdxtgbfkeupYWEFTxCwoXg6yGutr9x546dv3TZJSLUodh0IBhoSGD+QPiMsVhSb09/n21YsdK5f9YlutEfPzybJ/szIjDlREFPh4kky02sCA+OUYGNVkwj36o/GCd14Azhe8ePuO2avULKhPGizB3quW+++pqvKqnN1q5YoUU3+z9/+iNLyc2yzavX+ly6O7osMzPTU0ZSw5UxBLK0nqF/vrd67iQh+iqd3V07dkjqwpFlujMSd8Qk/FQEd7LGCGPLhJgj48Rjlxhdzg3VNwq0PsAL3sEzJam5OUewgtYC+G0Tjrl2L9lzt27duFmwytoEsM99eEM/yMl2wgdzHeIKxnzyzCkxKzmebIF40eALfa/BU3cUGy7EGwb5+u1bnnkJ3BUnor5QwgCZy7ArHzpx1MaIgL+yd5/94e/9rju6YEelwg84D2IZwlfYGBv5qDUQH9Mj4ZMbycmehpDDdu/efY8/JVwFHLBauHGL5gdewD4blhPkHMBMUZIQQWHN0hU2W2vlpQi1D9HP5R0QhGMjqRfRtsD4gyO4rq/vsRVVV3i4lgDGGS+Sa7z78cdumvAEJOqE9QUPoEnAcc7Pij4LG6ajg8eOWnVTg5vcGPPz0p5flSz/CfAbG5ts4qixlrhksQOOc8/6PXUqHo7jgl1U47A4B6M7R42JtdmrpzsyP3PuvF2gDJEW3gN8JZVOHDfBhgmpwcXhNUgf7njDU8OFCH8NWpjwb9JluZu9pLHSygr79MhnOgAxnl2FGEDCXuBiw9bc0CyOtMD2bNlmXT1ddkEIHYAxSStXz52wjrZGmxg33YnlkNhR+v6We6jBnQZONcEccQLA249DEg1k0S2UmKJf3nQ/1eQ5uKiC4YzxqsN54I6QJI4HOyTBoaoKEFiwLgDsPBGw+dh9Y4IMRZxK7HHJ6WluYzmvde4Rw0BANtKQIxbGp03hLQ5cxCMS/EzICJLNqbNnLF2EEpvOhg3r7de+8x1JJ2vcVsXB5CmMwQkAnegfKqOhw4VQNUcONHahTes2eJaXfEkuxD0SeiR5zqUPJI6w5eQX2HtHDnnOUFTmPg11XaVDffLiOUcCeAmiQscTe40QFo42xP6VNNRZTkGhjRBBwfaIujE3P9/32SVbNdaMuomfSzol6w5qLRAYa0j9R1owK5YmQMoBMXrsMbanNHYSRyD9s8fEuT4WEaWaBSneQKKoqT0blRqFtLdt2mxXrl2z5vomW7d6lUtalJpClQccuBqfpmc5LOgH3QHrihMPjj54J6OHB86wGeF8RVKB8N4QfiCyOUX5lpaWYWOFJGHI+Awm8ZbgJz0n0+3LJLO4J2mYYt2M58LlS1ZXVWNJiYvdExf17Z5du91DmL4JI6kUAwIDEIRvmGdPqmtrtldfeMkdWiJD8Hl0SpLFaxZJnbyzwbz4zjxjzpmL57X20zzm8mcfvic0MuC2wp9+9IEzjOwpxIUsX0iT3a3tQT5cslw5qAUPY/2A8aPnzgjxV7t6HVjle/Zs8cJFtkDPpzoIGZq4Xgvinp6Mk73CExaNAI6KFDDHluuESAS9TYw2qeYuX7ls3V09Rhk6zCc8HkLGc/S/RsIZCsbk8KIXHsasNzABweru7nGm/cylC5ZXWgzqtMnTpniCBYQAZ7y513sT/EX688Zz9OIjtADxM2fYcD0/QC9R16nxbDJ4nTh/3lKyM/0emDhgiGLzn507Zd1tHR4Xiq2UohefHz8mOBhtEyZO8CT7qFq9xmdkNOBpnsNfPA3N4bmLl1xiXp4gvC8G3R/0HLTnlmAyIFyvMfyy+CG38+wruG7wi4bNEOcF1DUzps/wmo7YyD4/d9Y9CXFSIE/rhevXfRNJgI3tjrt94yL9hA1QU++OFOFM//e//RvLLSl2KZcanXCZeN8yVoB+gnvnPu2DuKm88lIb2h9wrpf0XMCkranO/s3/9CdAor38ze/ZomWr3NW8oymQUidPjsQI6plwaXdSU+2uuHOeiSpDo/Hx8qIBZEg2uIfgxBSuW0h0UM8hqaxevvyJjZBr4DZXCgFSLQVk7gRZL9rTtX36nufeuHVThzbbkhYuthd373Z7MqkEcdjgTjfk60ruq62ps8s6UCRtQN2DLZQ4L76/lnLPs6ngqMIcCb1AvYP9kDR0jaS/03sQK56YbgfRizmTM3SsJGacF+B2R+ggblm73t58/XW330U3Ejfk5uR6Bh6INh2wr6ikCyXdYhjHuYUDzdrCibM2VOT40XvvWWNzo5WKKOdrH3FW+a3vfs+RL9cwYVK+3bx7VwTiij0SAovTfD44dMhVYMzZF2JQw17eIOJaXFJqd++nWpfmTsgDGZM+PXHMhotoERqBVA9XzppiH/J90NiBc0qI3UnVGtbX2TwhO9KJ/fTjD22YYA41o0uHatzDOPkNc/Q37/zMSqspf5bo68u+wywgjXkVFZ4RGbMTeP3M1llaJDhH0xN+5x7AWmuC6fEoHqMxoz5FZTpydKzt2LjJJdAjOnsPUjOsQFJI/KQpfkYY2o3kO3bo+HHfQ+yuPOnH771jGWJINooYEU9NfUUfu57X2tGmcVeK+Wv3dHkjR48UoY111WtaRqav5TnSIna127gRIz09IUS3TDCGOh0nrqysbDFQuR5itXXDRk/EHj3f8D02wl4xFt16IYET/8oVvFylK+bGV1f/+T16S9KDyzdvWkpamqs98UoFloDH8Dzimfx//uTHrl7+9be+62EcVOJBy+UrHXm+/vPf7kEqKlghwt0qhgFCdPbaZTGGQzyWmHGCg/A+JRsWXurDdT19oo2I7svfRxp4oUtjISczMab6FgHVr+WR/GaTwFmOQ9Q4f8RqdoqwEQITK4kdmzICRGlhsU0UEz5Oe4tK+J1PP7bVa1Z7sgkyaAGbSOpEEbAWA9oztDDci2kGoYNUjusliS/UGfXYTMas54bPjx7/V92eX5Xsf6VG+amMgjyXNFAz1YprJ9QELyw442MXzzpCRtoEQhyguFF7wwZFb5LzZ3ymv+vqamzU8BiPi4sVcsHN2mMEWUj+DVpQkCYxeXiLbli/3mbq4GHnTJUkefHCOZsxd6E9HjHabqWmeXzSgRdfdOThoRh6IBwnUgeHHJdzpAA4bPfaVf/+inomweE52L8EfKNH4lgTzANVH7Yj7FNdPb1O/D39lfY1DFn4hwAmyHvenHnOmc+ZNcPGjNJzdAhKhJTOENMnBDtFhwkEz3PKJEEVlZX4YYHJQHrBzoZXaq7WZY7mmqC+Tlw467ZDVGeEZVwRzJ25ftXVntf0nrySfI59OOCKNTO9cJkn1o199ZhGEPyg8VM4fLWkMJws+AoBn2uwMaKCwlOUmVNxHwLF2odr0VhX51oK7E9U8F8oyWKFGATfH0nR7AL2RZK1rxLD9OZrrznCIKUYdiI8nGn0xzPDsZ2TdEgpq80bNlhSwkLbsXWbJPzhjqBIXUfYBFJra1Or1rDSCTlejNzN0IBWGD/s1Y+0zngpI6W2eZhOkFACKdBfflfQHvX3WbLnSH0k5mmleUqyX9J8nfVA4IOg9VD1G84FvECsMuFL2CHJdoVzCnvU0dNth04dt77eR+5QM0B2pAXz/UyColG3k+otq0ASu6ROJN1RYpbjxk20lSJ2/pzIGJg0sBOj81BSWmo5JYXOXFFsHuZq87r1nlycawtLSyxp6VLbL2ZupAgqKQqLREzxxobgr1y63J1xmEvkAf4smAN+08aPGefximREmib4CVeQ74vKS6yzp8ftt8S84lEOLDE+JCgkUhx4QicX+qdvGvt74sxpt7VD0BaIGOPJ68/WQ0LYDps7WmlIf/nDv7fCilLbs3mrJ5dfu3K1M3jch/MRzozke8UbfN2qNUGu4sgzo1u4d2jKyIhEIn40b5gFMF3AQPE9HsVdD5ljMAc+Q6JF4zRd65icluqJ0fG+bhKzt2frTjt++azV19fbKp0PzCzgKtYbzRNmoLrGJu1dmc74NKtvbvYkFZTwQ+KHka1vaHQYYL1pzN0nrxa9Jl9H+/9rgglQspHkz0QtwSHFswxVEDZP7DAxA8M8+N2TLmsRwoWg/BO5FikQG0g0qKcGPL6zsKLCE2JvXLfWCQ4HFUTCwQ/b4AXFjrAycZklJS5xvT1IvV2c6MnPPtIYayxRh3fStHirE6Ij9gzbDGNE3dve3eUEjf7JnIIki30Or1xPjab+CfnwQ+ZPG2JnL1+263duizBPtXETxnlsG04CJFa+lnzb06sRI9quPuB8eVY4Zn6HB+rLGt9RZ7FOwE7F/SCjUnAPYQrnrlzyEl5e1UGIrbC02Gtv9nT1WKLWnsLHrCnX45CwasVydzVHFUwyeQg4Ei/fo+rjcEEgkTA7WoJMRTALTvEi698hxMMeRMcQfnH8Q9zhRR0H37FwXKL3qJ1BeJdvXrf03BxPxgDi4zr6xQaEvRubFBIwqj3WzT1ddU34JOIV8eJFAq2pq3VtBg5M2IdIMk1uVtbaYUVjZw9btI6rhNgh9nzHoChph2ctUgN7j501Oy9H0hGZbp7axrHFwUgt09hwaMN7lrWdM3e2kbkGKcjHFzVGGgiWDD/EKv/nwovC7wZfE/037/FCL62q8jSAIFgPehf2J5Vjbl6uzY2fZT/41V/19UBqDu9GxUxXEHwYsOv37liDzgYp+0rFaA3TPgcek/xjryTZ6YyMl9Q28LDPGU+calIy0iSRrnGNwfiJE6wgJ5+BOWFGNUxpvEkiYuQ/9ZykoiMk9EcTw/f0HRI02pN56/kwRvzlIKP/UGX//IP3/DwtW5xkfydpHYKMJEUfOE0htWJGogQhLRo/0KjCUS0GHomcOMirt295ybyGFkoNxgb+BZHGWWBknAWcrHZt2+bhTzC/aFk4Z36Nnu3j1suZJH8bzCNsXMdn/C4pL7ObkvDJmUusOJmQSE2JFobxHj971kpqqnRuFz5dG3WHRHrx1jXHraSRxO7YrjMIQ9kqAWSRmOllS5PcKTDImkVGoEkOmwgOVLAhMcLVGzc8XrWooND7nYZW5pOPfT3w5CakCPhmvOHzB8/nq2zPtw1T/3XgESvuDZGdg/0EnCMbThPecWBnDuFnNBYYjtxjBIVwPaQgCqDgYnBsgCvjYXB2NKRBPPnOXb1s91JSXNLD65SnUJPtyKkT7kmJpEIKMtLt0S/xh08bI/Jf9OxvcKwIANo/dkeC1s4u6x0SYxu37bIV4hZRtULQ6Qsk+RMdSurUJS5e5IfI4/uEjBpbWrwm4vEzZ/zwzsTzVv1HnipiectqJJ3s2brF7qanWbEILxI2WVdIqo5KDlsBRAFjPOrvsMFodPd2+7PoLxj9s+3MxYt28dpVcdBLPA7O56uLCMXp0OGjtBmxYmSnYa3q6jSWHTvcKciRky72l+4k0XmWDh4HdPXSFbZEkhb35Io7bRSRmSXmYuTIGBH4AidcePIOdUgY8Cw1qVqHuw/S3LELRPhUleyX8E7r3O6IFMcvrNVPNsGvCWAG5uPq7TsurZF8HCk8bOHljLFOCIE4OUrMkS3Gbed6tXd1eNYbOPRlWheQM3GHSCioDi/fuuFOM0jPFGumR2BrWVKSxxDytyM+HqQOUUmToxbmCa0DUjZelkFsml9kV27edA591gzUtng393tJNWAXJI90Q0gKtvZo5wmGjBSN6tXPDBOMrMOXIaTwXEV/F+4hvQGr2BXPXLnsidSRKpCwmAvIcr7OIPP0AHyNnRSUzIGkHGgjSN+HjY+cwaQApPwZ5/3Dzw+7mh21IyMInw6MId10iRivkBSHIxeJx+eLGH782WeSnOrspT37HG+kZqS74QKbNkQGSYxhFwlpU9GmTeuDdzN7C9zBpMKMMe5g1mrhG93HnOmvUswB8cxoJ5gPtmy0EKxVsDZUO6m1ZElw+A4gzXKmaEj45y5dcDPEurXrPZ60nSQtYjTv6L0n2NCZDhvPA65HaO+xQRP609P7UPt8iQE5w88zfZiRvaJxwoI9Cs71k6aPcE6rFkOHXwHhOjBYt+/fsxoRcRwoYRRhuskItWbFKs+dDJNN72g1SAVIUvT9YmxIeDFjcpwtWrTQGTecL4OnBgwnODBThJJi5ox126ZN7vwHM0SiBYpEE26HKrlOfyPgED5YobFRYgzGNMz8Fc7n62i/iGA+oUtfVwPo2GBKcH124rjduHvHkSOAw8u/1wvb1y0BGNw7gMJPAKzBi8MBMeHwOdRrnv6d/gqAyT/iQ/+bBkeMpFBdU+uOCxRCDq43d5JZlZToHBjdwVVV6oABTIwJxIFqhT5QWwYAHHmmXoEUCGCTfm6C7d33iv3GP/od27Vrr1fhf1mAg9MLuWOZH2EuVA64J+TgXYk7KK+qtKPnTnsqOhKe46lHjVAyofg1Gigc3xhx7sRWdrd3eu5OwabbDZctWuJ2C5wRUCmzNoydsfIibykljYhL9c8j6xo25oGnJu7vEFzm4oujhnPLNw+8at948WXbKkkQxIkK9o2XXral4ihB6uFa8KLfy+IyL1y7osN63/NiVtbXWVZenn8GweHeFUuWui3KbTR9j90bMnioJBgRwoysLEvPzHTEFI40hBGQ01lJvReuXXPmyscbNv3tO6KPCoqKPSRlnpDuE0JC48vIPXwyTZLlqqRlro4j1ZlX9NDXrtrV+hJ/ynNHURpO0g9IEpXndN1HsHro2MI9SAF4SkJokVDCZwL7LlELllgnbGXY8yGsqNtxVAL2iIEk9zGcuG4O7teLUAESy1Pr8ciZ0+5UFN044BB60tlh2/d7/Zvg/8Et3K/B74Prda/GW6XzUq9xzdHZgMCHfUHEh2n+SH14IJOcnyTfhFMcO3/WVafsQYwQK+rRF3fusW+8/Ipl5Of59UiIwegi81PDYaldxBZsgLf5nh077ZuvvOo2MKRbHO9wMtq5ebOkbkmnIg4+br9bTd2gCsWej7YHok3fJPz4/NRJh0X+Dp/HvXilQmRYK9ZzsvaEhBEwgG8eeM0TDYTX+l36D01Odl6+l0ljT8O1Q5vyus7Iri1bXMtD2kCYNOrderjU05EGLdInmXJu37trTY1oK9rc+5acxU/HGoyXxnPohs95dvitv/QfcAezTwEHbMAIF9s0hwMv7HNNR2/fQ0sUrkNqpivw4cGjR5xRh7GDML6sa5FMEShWrVrpqmiv/KMfGEfqA9figKanUq2FRBckmsEePFwMG+aa8cKpGbnZrn0Dbn7w/V+z3dt2OP5E2r18/XrAxERauCfPU3tOJEz9r38k+cZ7Ee4abiX4Uk27SGqw0xcv+KZRTsudXtjdsEWAqFcSFQZ2uO4nqgU1pA5yXqLK47DiOID0VVJRrnt6bOfWrc4dByqZIa5CJLSCsBYCkTnMocMPxAB1VHJ6qqcIgwskBZ0f06ghhQ2AxtN39uxZbpfiGtL3Ub2C4G+SIRNbh4s6cY4T9CwCmztFANPENQNccGW4z2PXcxfsCAcLQskSQSXpwct79/kYZ0ZUdKSeuqd1g8jjLYp6kbljT2JNqZlJCq8gfdXTcjrhbxrVWNqR2IQIydTCd+G6IsngObtQ95PLFymHtSAtGz1E9wPwUxWlu6PDNQEc/oycXBsvRoeUh5TmAqFhNyOFGqpYcrFWiAuFo4cQwXn2iWCwHhArd1iJ9M8bEPZ1SWLYyUi31q+DC5ILpFSgIwAoVHM8v7W91Qmf1+rU5+H+IckDK9iGCamg7FCyJFtgj1ha1IZwxcQ6oiaLbuwLtjMkKRgl+gzX4dSFc3ZLnD0JCVDzYg7AzkMpq77HfZ6iDTjmnhZJXmevXvFwCaSbVBEdJPxdW7Y50gf2sRPj6Ma6AIc9nd3uzcteho15gfyPnz1jlVpLnhEkOg/GFL1Hv7z56vhviBWhVNTrdIeriMrmdgql2dL092O3YVEaioocaFNKBNuUigN2eSTPZW9Yr0NilLHT/fq3v+PjdfjUGxgg8q4S7I/qGscmkL033T8ljuQQgYYAlShxjDjesD/0H+xpkNUJx6R5up9zD/xSSxQGFHs3McRBl4GjXoaY6Ky8XF9HGJaz2reZkqryykvE5NX7GQuleI8/1FOokVsgiXvV8uXOPDr+ijQ0W+RwZQXZK5hZ8sLyfJJbAMtPmrrD65R0gORnxlaNmQWHKZjUxxpjQ1OTmwyoTATjjsTsY9e6YzqKtmV6tqD8ArslQQQJmUQXaIeQgvHuh5Ej9eGpCxf8evLTAoP0gOQLI0ujf140n7H+C54ZmBuOCb6oL0tNVCRKPMyRMIEVIPrjQ4f8PE2Pm+L2WBpOdheFA8maxrWcLZzrwL20aPz9VbfnWiXL4UeCAdHADYYAD7SHA0bNGlY5GDsW55anG0ijHzh3JDTyVHKQnThFWk5ungep52RmezovOGW4eCqfk0avU/d2dnY5wkdFAx6k/2AcqG1i3LMU9RYDc9ugDhUACRLysJUIEEU3CEXQB38FffHDwWxv7/A5QczGkfFEwJSg+WXk5rrkRzFmYrSSEhKcePMcMhNh4PexqUccMCAgOJyQNAFbEImlJ00c756QqGexd1ElpKC81BGWB0drrKjSkKSJzwqyFD27pjTqhT7QeqJeJPQlGoifXOtIQy0yx7CH6L54T6UM1EGoopGKqIxBCAt1G3HHd6cMrlV3cPlkSsEGsm3jRkcCSGwQKWpbsnfhGkAI8a4kDhSii7ROgXFCiyj0TKV7vBW5H6cqnJ6YBVI8drEhw4e6OQAYg/FhzyhITT1D7Myk5ssTsYfQQzTViY8nWAuNAATDXCPjAVmGDA1jjNATVwNSEQLb2qkLFy2/osQdWlBNUZEHYueX6h6IP3MnTSRIDpMCEgAMCt/TWC9s91TuJ2HE1vUbnJkM15EWMAlD7BbhFZJCJ06a4Mjpy/b6H9R0D0SLosSuOgthXv+QEoCVhXO0TtqjmSJGML9UZGH8mEvcRhk2btN+EGcJTHAta+n7qhf7QNgO9mGKybP2VNtgDJgJUO+TSH2oAAZYhgC7443u81nTh78TI6Nzy+5QwYQKMgtJ0Tgj3tM4UgYL5gWEzeWk3UO9S7acWU7sJjuRI20jaeXG6llkr4JYBfs84PZBMmutJfNSZH1pjAEcARMGM8j55bwBa7Pip3u6OGzXYdPQ3fv846OfO4yvX7vGGQiY9HGjx7rqEql3mgh4ihjlNO2pJ6mIjbHDp0/4d3P0DC/Np+Z4RmeN8aBOxTbuLdgyvYK0gjhEwrSGe4RKmzMZhrqFe4w5o0brhzewmxX0A6xCxB+LwSFBBeeLsTNm1oZ7mSMmBzyVYZLZFeqeHj52VGMf4WFmOAJBLIORB82f+zW055ZgwqGwJXB8qB5J3QRx8pJe/GjA4YITNAyXzUbxGRwVXBbGYuxAqAYyJfJjd6IkUTSnzbTbW1sdmWA7gdt1I/XIWFfvFRQWCFj7Xf2I3h6uyJGK7oNr4w3vQX4cULeTijC1CBhRTUC0AK4v2+BwDvov+FsvEDPqN4glzAJIFi4UtSlSMHZMPO/Q9TMP0r1B1PJKinUw4daDskAgCbgy5vMgM8PreQLsZKNBPYYKBaSfL+6uVdx+UMIIxwdylI5y5JEuLn7kiFhnFjgA0XOA2GJ/g0g9UTFGGupS8tVSOxTmBOQR3olUQzWNIA7L8ZA4W0mgGjfMBW71FLimYgFZTphjiGToBGKEFAMiJa0bje9BiJ7rVu+fjJLt0R/8zYFDBUQ2G5gFpGJyblIfNH7KNJ87HDlIkMof4zXnB+kZdin5lrXo0FO5hucAZ6x3VUO9VdbWOndOiA6ZqPxB/szIGHh45DfzdKQfji4cmD5jL9hPkMnxc2ctv7DIHTveeu0NNwk4MYnqE2/GxEhCeBgN1LzYw32d9A/4h0snJy/2aUKdgly4Pgp1QU8UVxaTICR9//59d2RaLwbFQwv8+6fN914Azu/ckkL3Zh2jNQjWO4CL8EXDLvZAzB1SClX0w0o/SBfNkpDrmglIDyQ+NAaeHpF71dej1sfWUdZlsRNiXHWHLetWaqqHv6Daiwd+dVapbkEoGCn2gLN5M2e7fRSJjkQTJXU11iJpjRAdn3fInagF4wxfQWL+dw994swzyczR1sAQHjryua8pWhzwCLGwlJebKYIG3pml9Sef79RJcV70PDM7x0qKiqywqtxrXbLaaHFYOZgaYI7G82GSDh87ZmUaJ8QSz2ieNU4wwH0UaUAdj/c3eA+4h2jWi4mCSaaUGQyuMxwidjCuQaH2KY6zWluaHU8A16cunbeCvHzbuX2HZ3UiRvfc9atG5q8Nq/D+FVOqcxfsAecJUixJX9+TxGD2HMLPhroUDi4LpOTIfmtQoMGPDn8quMj1Wquom9F2oP1BGoXYIlSE9wTrH+B49hcpv1c44WrqXTFJkzzvM+cBZ0zOGnZoQq+4L0gFyPi+nvYce8mi9R5iDx+hOsj3HI+zZ8xyYGWs4YD5DTBFTwBVAHYbyut4yq7ubud6IZwtnW1CUHGu6kF9i40TQkL8GI4FHAgQAdwyUiuHhQBtOFgA5dll0l9CCkg+IAf+poBrSlampYvIY0fyPJAQoqjx0Z75m5PAS43P8S58IlVFrmOOEE24aQ+C988DRIwqkVqXqFEJlGbsfMs9j/WGdHYAH/MkofWlG1ddUoPjnTN7liNUkDBB5UyDdaJcEwb/sVoL7HAhMxI2+kZ14zZMxs4e6HMq6eMRe/X2bSuUdAbhh8nhS8aaIabkyr07zvlOkcSHur21p8vLFOFlCQJFOuoQAkclTIUHGs8OX3CqrsrS+8GEnL0I3vBib4LvyiRJH790waYKae3dSQHfoe7cgBsENTi9eosa3C8wQZ9kY2IOlCsDOXt/ugbPQsphUcwadfrQ4UEqQQhAQLSC69BW+Ngif/tv/5NxcUEwdtYSVTnvse2sWbbM7UNoDlA5+r1qSCOXb133gHE8XNE+4OVJUDjJCm6k3nP1F96WzG/Hxs2u1ouNiTA0mixIqkvXgtTYEBA/CAt1IYmxw4f5uNXYW/+JjPXjTz919TEIDLsp2h+fc1RLTrnvoTLsjs9B6+IlydTH+xCmgjybKEYKqTc4N0HjGaf+35ct7z802eT1423MjFhJeL32d9TQrKiQtNPgJbzcY13PJN6RJByNDU1u/2MuxJCizmzWZ9PiJAEuSlDHeobmyjCZA2tA48lUC3rn44/ddvnSrt1O2LkGeEBCIy4XJorP6B/iH3qUcz8JC2DGZogwsN8kFUebRVgFjMUCMXZ7tu1w5s7PtO4L4YJqJ9m6BoIZMNY4x5jdvXfPmTmIKQnjObeew1lfwrijXmbdIGCogCGcnEW0Uoybc016wSBMLHBsXCocRhUmnos6+fDxo85EodrlDPtkWB9/E3nPHPW6eOemCwcwryylw65/H1zIvvWI4LW1tgluVwUEM3I/a+UM36DGrXwPY5Kane0mpqvJt930BC5Gig0Tv+DcdfLiefe6Bw8zZ+79OtrzSzAFiKz6476HNm7kMNu0foO46dnO6YVZMH5RwwkEzzTUNmwYVQ0wbJeXlwvZlXq8HSreAYmwAAgcHIeQIFliKukaJMZGA3RjUUvCefs2BxsNkBBn1yROHrsBKgzOIZx6hoglXnvUdvQk7xCTXzJevvPv9eIwg8SdCPMcPg4u8zFx6MLn+32RzyEgqIfg6J7xhhSg41SQX1nualk44XtaG9YFBgGgZPweTxhBXkiB/eoZQgcicgLMs/R60iLPZhxUpqfMEVwu3rE/fPvtoBST7l23QgcogmC4h+ost0VMqU5CdYa3P/3I7qel2MVLV6xPk968bp0jKkIP3ONVc/uljUHoFaD1YHxPEfiAO+Q0tbW56vXMhQtO+NavWe0q9KAe5fxg/6LnRtO8CHdAgnSbpMNdcI07nwnpQZCQ+K/cvBHUZKyvs8lC0tjGHBi0nrj9Q1gYk9+t36hyiXdjbuH8wvWFKYIbD5EF99EVsEZKsnwh2PRMTAtx7qF9TRIwNr2RYkDe/uhDV+ViWyXFG7HFOCbdQt1YX+sIj3Ajwoq87JL2Cxt3YGuP9dy1EG72K2yMCfwYvieBfq6klUpJfOQUxpGLOYWNWaIGnagzQw1YnhnOjSxVN0VMgeFdW7d53Gz0vTbQb7cOpVnN+UYbiO+xeVuo5j/C1YjAFnmiCb2BKUDyR+vE2r6yZ28kfjMoW8d6UA1m8UJ9JqLAmQJOITAQC1StqCOBL7Q2RWVl1u8S/etOiIYIMbAuhO+gmg0kqmD+gxswxx6BK2Cw8WVYuiRJZ+ixlRSXuAcvoWzMORxHsKcDHjYBQ0eeZtKAkp+YhoqWV2tzi5c5o6RZZ98jO3z0iDtoLRJBgSECoHxv9Nv/VgOeEBIYD3vBczi/QaWgYB+Ad+KCXdsW+fwXtUaNAbhC9U0RgaAPfaF+gwbmG+KSIn3i+MbZCJ/1ixo4jhN7+uJF9/kgwQQJX6j0g30TCTVsmGkKCwrdFkw2LjQrX0aEv4r2HEuYQ7VQHfbpOz+0j3/2N7ZwUZLNE4L3b/4zSBSiSmaVdRondd/6dVDxhnthx07bun6jqykdWQFpagAVPyAlOE13CIEoR4ACwPMF0p8cKAACL1SKqVJ/D+mMPumOeMvlSYnupu1cJVyjPv9lwEPj+TRsBqeuXLDqulpXeYaG++jG308+47deOA9NEcF/QpwijRqct4SkTpw/azm5+TZK48MLDttAqMJ8sp4irrzHDgQQLxcBXqg1D79/ZhxaG9aFDC4/lARwVxzibB0a7BaFVdV+LZI83CKZYLiWe8i4QlJ2GAmkSuyRXaTSEpLR4N3ZYtqUyWJgRvpzn3nml7Qgi00QpkDFetYRCZFnIZG9LekBL9K1K1baay+86GEwIED2F1Ux0nz4DNRkTw47z9Zek7kIWyZX+Od6gWQgpKgMibej0G2NmBGyHmFrJuaSfSPZ/g/f+ZllFueLATFX6Q1oP/D+JUsLqncQWXQL1U3OMEVgjXychGsUStrYuGqtE8ILkjSztJ/Uoty4crUtFHEgrGKT9vWNl17xDDYQD6R1pL3yinLXMhAKcenaNStTn4QywFwyrlPnz9uV5GQRjofOIDiBicAeuh6QPGPhbByUdDJzRrz92rd/RXsUBT9qrL/7HcRPd1wR7iH3Eiv7/sGPPdEAmbZofBc2eOR562ZY16RWW/PWMhs7TVKXvsdRCskK9TPXoyo/duK4q8qxz5LsHbjnWVRb+ViEBcK4duUqrV2dvfvpJ+70N0f9oLKlSsaj3kduJ8QjfYmYJpK9Q2h8nF1dvr7dj3o87Vt0ix5v2IK1gpkVXInhIHSLM0fCCfZwWvw0lxBRz7ZKCsPkAXyMHj3SVcuUCCMFHOYNPcBVoagkseGTexb74/Fz590j9lF3jzMbOCviZcz5o4Qf4wpf5HmmH/YiWH9gaahhM6VhY0WCgznz7/jvFzTO7tw5s23D6tV+Pap+nK04dePFGPrz9B7pj9zXrB/PRIqOhosva5BatBrDdO2e3bts6cJFXmXmYf+jJxoXGkwXzDf+BHU1tYFnv2Dr62jPLcEkILujuc3e+Yuf6XDn2sKk1Za4bKUWOdggXjSXx4AP/TwWoAh23RU9F2cNEQQIGQcDYGTsIIH03CxXHaJKYU9BUhyS93SwHuSLqIjDIQ4qeAYQFRAH/tHwSPuzf/e/WFdvn/W2ttu2jZtcGgGpACRsNgcitF2Gi8vBcgCL/B7c+Jy4w4vXr1l9Xb2tWrrcDxeN6wF0nT9d5zJo5BVIISCuL5NkGTe16IaK440Xch8vhLd+tYilkINjZbVgPMHB4n1ldaXv9ea164Oq9JEW3TeS042UZPfq275xo82U5LFOiBwO8LwQ0lBx+aTNIqk0tkNUsDyAsVJctrGx0WNMUdn+q//+Tx2hp2dmuM3rSvId6xFHjddhyN3/osZ4OaQpItjvHTpo4yS1LhBi5DAyWgobFxQX284t2yQxS2INJUXdFyCTYH+wY312huLj2V7XE3tYuOf8DufOb9Ya5IhUjmRGMgkv4yTkhgqPvdeFXpH/9JkzXrKNmNcJQmyoDNMlGZWIYya8J25q4CUZNJ4TPIMXpoWTkoo/O3vK7ZGjBQsLNbd49XHx6hUbOjLG/tG3vuNeqYwH5xgcqEgRSGJv+kBDQmHpzdob7NfkiN27c4ddvHjJg8XrJdksnC1ipD6p24g0cuzieesVs+Fen9i2GF9kXI7INP/Jo4QHli/3zwNmD7iGmQ3GHnqj85494oVUiyqXfjEVvH/ksEvAqIOBC64dOTbWFm+db+PigvNE7/SJ1iRMCYidDsnthZ27XKUYONyFbUDE9JgloIZMTPJ4zCPHj/m4qUeKd+f61Su9Rq0TdN0xPGa4jRg63AkcRBNNwY/ffVtjHuIaknBOvAa38PPgFcAcTAUSflFhgTvDEIs8bVKc/fyjj+yWiNx69YkURSNJPWXFZor5AsuwiIR8kUwduzzar+KKSo8Lp3DDn/7JP/PUl3iw/vVPfuwM8TqtwTMtHGf4i7GpXzRHN8QknRfhHStGMFQ1B7un3yGei2owlmiaYCzwvMf0c+TUKR8/yT1czexMqwgx+6TrKWPgAod+wtA6v+JJ18yTfwO+VkQhkNkJ/Pav/+LfW2FlhYfyoanwqzVGmDDqqO7YsjVwbvRvvvr2/EqYGk+TiMZf/K9/rkM0xNZv2mrLxHGh1mhta/cQkSFCTGwMmwHgsznCnkaS8/ckWfQJaaO7Dw8ujQTdxOQVC4mukBQKUUVKYVtRi9RX1bj3YbS3JRvJM+iCT/iMSiePunvtj/7gD1yKpUUvYvg+IEZPiWT4O7o5QOk/eoaIo46kpp9zcALC4Nm6R28YK++f9MH74N2XN32J7SVR60DdQ5AINgbG4R3rAl9DrR19slY4Ub24b1/geakWjvnJM9U6hMyPHr9gdzOz7JUdW21hwhJHrnij7tm1S/fvl7TeboeFrEjIzeGib56F1xyEhrgsPEDnzZtrq5etsD3bd7ir/AkdSO4JVVnRzx3cwrEhiQzR2iARkO/TnyXJEAJOUeB2SaCTxTz9xx/+vcd+YauO7hbVemZ+rgeOJ0myZs3+SxqE3b1D1ekjMXugCxivnZIGUKnh8UloAfFuSKfzJdXECpEiScNYsS5sSPRcGQvhE3UtTdZS12ATR4324H/Uoq3NzVYkWN67fafO5FM1GC3CB3njM4h/4Jlo1ijCfVrEctvmjfb9t77tTBRlliC0y8XFowK8L+kIaWKx1gHbFY4nHlalvljvJfMX2QSN4ezVyw6jOMjd8QpAF1y6d21LpDmcqXEvTnR4eRI/WlJWZvVNDULcsZa0OFFrn+fFnbHlQbSwsd/QOJDS6Q8oD/tiLhMldbDe7HP0M5DOKCe2VHPRFzZ54mSP0WR/fvrJh86AJi5cbKfFiJzQi9AR5nBehOBTMSbD1HeC4JGcuRRSQIMQrus/tMG44tm5QUwKYTTYKNEmIO23NjR6vKY7wkXWMyAt4K9+D7E6KIKPdy2VmLCZen3RrEzPhPTC9l0i7K1uQgK+CKlBmodYhw12mrmj7gV/cC7KG+vcXlhVXu4x5njYezIWLR3CQ2N7i8PgYPugv9f9XEfSgk9OnfDwkNVJy4zCB8TQDh0x3H7+wQcePkS89CjNTZ3Zo0cPXRolW5r7gAiGfK/0r09zBV+jJtefNqAzQBGIi5cue83e1v5eixODMAnfCq0nzQUDvf7LduO/bntuCSY1C+/lZlp+Vbl7c23etsMSxJFjo/n05HGPRSMv6hxtHhwmRI14MjhjVGRVAk5sCiGiDptXE9eSuyOPDiLBucO1aaivcLig7A0VzNkVOKAgZjFd/fe5hBBwvebVNrCrevqvSPuygzUY+L70mif/Bb/wQA2ckjQGASscrjCIA1tDa7N19HS5OjXkyn9Z8++BUfpR7+HVqCubRUSIdYLQcchDxOOAybWRvgf/pg0XRzh1wjgblRxjk8bE24S5o33w9IN6jNRZOBiVlJW63QnHkgDwH9tdrWdaXraI+BI7ee60x67OmjXLxmhOIMhhkpCQmlBJ88zo5w5ugXRDerVxtlgEljCZCzevOxODnRqHp8LCYncQARlkC1nAuaKyj+62WQQoJyfHJgq+saX8l9pIvCut3/Xk215EnFyqSBZIfsAZZayAU2fMiDO7ds1OXZAk1y9JWkQe+Bs8V2aG7Z1MNN8Tcfvma6+7OpjnsHZUUQFWkBL5rFdnBunWie+gJQv7xkOS6iYDQk6JS5Pcu9SRpK5h32E2YFxWLEmy2oZ6OyQEif3I41uFpOkDOCF94PXkW56FB1XfEZ1JJJCZU6e7o09043ruo1Yi4QV4b25as849PadrnYiPTXuQbg8epNmShMVuW2SN3j/0qVUIwaPCh6GLPse0cE4h3AbPERyLIdObgMjrc+JL8WfIzMh0xI2ZoEJSG05bOBFx3ju7euzGndtuq9sjJgdfANSW4TP+oS0cC5sHU4g6E0e23kd9XrQadSqenoyPxpxgdtq7O12qzBPjgEc7MbbEPuJZixljgvZ55tw51tvz0H747s+sRzjg1VcOeMgLDl945IfrQ894loIf8aWgoMGf/dv/zarrG+zb3/iG7d681fvEoUoDtlPnz7mTJIwr6xM9W6TuQjE3lOoaP2a0TRw51taJuV29aqVdvn3TTl256LBbWVHhie+nzZzuXuzgAcxLP373594HWoXxwp8UGG/WGuNtTUlDGDPyybK/OPxs2rjeK9CMENXfsGq1e0SDBzGXsKjajf+i/fiv3Z5fgqkfuI8KIYyl4tTWrFzrWfHJ6NPU2CQk0uJIGA6RA48N6y/++q+svKbKlurQ4U2IBEqIQBj2QJgJCAu12TQhqVxxtFfuJrvd0Z0T9F00xwrkkP3l9v377s2JDYVDEEp9tPDaX3SwOAwEaeN84mEiEaAOmx9yHhQ274NX0O8TJKE/W3Wo3v/kY9fl45CAXQTpJLiexj3PjuHJXNQI0YG7Z/x4ejrCFheIVx2InfGHV4e9RM8p+j3c4cPaXkv9lzVWdqLelv3enCBDiS7p7Oq0q0I+yWkpnsIPtMXBJ40Zh+XytateIghili3EW1xe4bZj4ttwCqKQNQcMBwqeiDczv3EawekBexTjJEG0PzAy7j4xAbl5ee50Bec93euaDrNSwUS1kP9YIZU//J3fdWLJukbPB/d1CDtJqyG0wXPp/ek1X1zd6KZvtK63NG8C3GeLaMwUB898scmAVLyx33p2Z0eXe+l6ubPZs8RNT9KYnoUh7EIE3eNsEeeSjg6mq/n1KB/ZEGsSXP3t2z9zpq6sutznEYQvBETKm36F+4oER+rBBEmP7x46aC3an4UiYmG2Hw8/8fsG3Ob2IDPTGsXQwMAg+bkkIxEWxIoqFTUZkgS1FzEhUIqM8xjdwjMFMcdbFk/SiZhDtDdXhVNQW5J7FNsscZyUigo9xZH2ghhXzcA3IJjTl8Elv3kODEP4GXDKelOztqy6xlXgJKUnxGXatEB9jckCeKMg+oRxY71KEOpJ9p8W/SxvUYDA8UJTQqx3KJ35OPTjMKZrSGFHyrnyqgqLF0MyAvOEmverDkgucfT0SZ2PLk/fB7NCYWWImu+zLqusqrTTt65ZVma2xYoRwB49eeJYO/bJu3b/zg2bPmueOwqF5x3/gJsPUtzkAaFr7+yy8SPH2Fr1jzc8RRIgeMNGkH95hHW1dzozQ5H+6NlevXPLTl++qP1ttC3r1tnMmfFaw6nay+E2afw4g9Ui5AopPlVMT3ljvTPg1IxFe4I2JU7wiICBVhB7+tnLF7zIPmeV2sBUqskryPNY1TPCSaz7i7v3eows60MaRBI2wASgpvYz8Mwov7r23BJMFsQLPmtckIRlScs8jyslYrZv2mxvHnjVY/EgQmSd6RBApKamuZcWpWGoLj5pIvFqi5zTRAJFvVVQUuxcOgiMCvaErHAPhNXBWw8MgZ7GfCkftWRBgh/24BAE37vNVFxhmzjrh+IgB1d8AHRLRQwuSOK44p6hc2z8eFR9OlAaTwjcgcI3coD8jf8RjINrfVhDrF/PKi4r8Tg9njlJSIecpBxObLAQZu4FmOmSXumK52C/II/p2evXAhWdiAclpHA6wb4bpLMC5/N/8LxwPOHvcLwQrs6ubgH0MMu6kWPdOujLvrPARo3Dw3jAmppahQBOu8csxXqR8lGrXbkrYiICuWfrdpsthmXjuvW+VxWVFW6r8fqVIlZ4siKRed5RPdOfqt+FIqZHLpyz3IIiz9s6Xwgb9SpzA1kxb+x07PnsmeQOjnGm6Oa9e86wvLpvnzsbhRJYOC8a7+F2PUuQ3vua6YW9iBHgPEJ86SghgXBPfGx60fB8hRmBGWsRM9cpIjl+1Fhx7qfcwWbR3HlOMGCPQCio6eaIOAgQPHQJz0U92J9FwxO3sq5G74ZIOmp1J5JuIQxUxdjjgquGWK/GlJGRYU0NDVYmAkytTyRkpob5glAdtAjk7ORDCB7z7BHzQsD9Y30P8fjszBn3OCVmjjFxPwSbeNpSSQ9ImKgVfc30chd/ET4YwElCiOtE1PG6doKLCk+NteH6wescakaovUgau3j1g3QDwucsEqPLmSXEI0yKwTJ7P3Qd+UXzntkH+vRPBqxK69YjSQz7GGOAUYb4Iz0ChwvmzhcMFUo6uuTOe4vnBUWaqY2J5yp94CUOjR48/id7zktNx9jupabag3zKxs10zZA3btE13ArsJaekWKnOLiYRzkQ4WiZCWbhzly55mBC1NVlXCkP4WeSffjOXDElwSPT/9Pf/seBggmWnZti//df/UlJpjk2cGm8r3Ys1GNeNm7csLSfHpVk0ZzCJOCOCTNE2Yao4d/myaxHWrllt+3ftdkYreq406nZWl1faJDFicWIqSGsILkWKZK8wbeBwCGxT+QZnxQ7BK0nXUYOzp9jtg70TcyA4pcarFw/XGYBJpVA6JRbxOn/34IfCq0Pd7j4ysk7309N8ryp0jlCV49z2dbXnl2BqQBwaEBAxRSAKdNyoaufp8MKZcJA4DOdvXPVah0igCwT05Hn1A6zNdOIhqISg3RbizMnN1iYnuI0SHX6suBUqw3tGnshzoxuIGCSLyo/nRTdgs0OE45Q4MLhEPL5CWxHZZJAuKMycL6QNV4jki0cihyR8Dr8Bcf7iIEL4+O3GdD4Lv9VnIEq8VlF5EueFjRHpkK9z8grsnIihZ7URMIdjdRuGsDtqszqC7SXRYINIWrRIkkaCh1ZQpQOVR2gvHLwGNB8fv/UdEi4J3Yfq+oWbZtmsF6bYnKWzJGEGF8WMCGpZomojcPylPXs9OBr3cGyTVMjwZNe6n0OH4waVOUjNBQfJeofEEuLMHoM8SiUV54rpKS0rs4bGRhHGBCP5OAwTnqkgbxgotAVoAhg11R0YhxNVTSIxUUiDb1gXn9WXNz3an8mcgTsclJraWtyuyvL4eugivBWx82E3v3EvWcixw1JzMj3pNqol8gyjyoR7x24VEgv6gHFbov5Q/wZEQdiXjvsHrEJS8QefHfJnQIDI2gPDQAgI2VxCuw7zpYoK1V7wmoSJIok5/bd3dHjoCVIs54cQGDQxaD1wUps7c47nLyaON7h3nCPAQC4Kym6hRs4uLLB8rTtnityzrvbV92gsoqUqhxsNF8/Nrq4eT+PI/rGvtMHnB0mBjFKo6mBqsnKy3YGKvWcI2N5Iv8hZCvvwpucQvoW5hPMNUSCbEJmbeP/OwYNWo+8IK+mTdHc3M90aWtrcNwG4HxADQUo5mOctQuwwL+5cprEDE8yRFIjsK8yFzyuq+d96sTeEjxAjSMm3ZUuWaOyRcQI4uoYf9oh0hdjrUb+7Lc8fxnoJhsS8UMYNpy0SVfhd/sinz8UEg/MN4yexx5FPLlvl0Sp7UHXBxk2Ks+27X7BEwQH3ML6ZwpFoa+o0LkprsU4YWngusO8mH+1Trb5nD5BEadwbPV+0LetEUInVRp1/7c5tI7EDeNlFh6jrUcWjTVqoOeAsOFibxrwxvaCtILQPWKMvzjOMFkwBKUch7mhogm4HPE0pc5Eob4kLF/kZ+Lra86uSBVGoMTAWmsOGLYBYHzja8Dv09Jdv3hBiqrKmlma3YbFPBL27OjRCuODqUEcRaO2VHQQwcJ14ZMGJO/cc6TNsvGcc4efR39GQDHHLv5eWomsG/EDAqUJ8kAhu3E92yZVUYAf27xfwTfSsJBwgiB59M0aSnGNzxVMzPS/H54ENgzHyjFDypUGQIfZ4GY4aM9bVsuRoJRHzXXGxJA8ndAQkHKTn0rj1PwQD1SBJ01HzQdCQ6jD4Uw8PVfZMHeaQUA+ea7Abavq8sKjIHkiqAemuWJ9osxbN8Ly6kQu8D1SDSHieyUOSIOsyT1zlYjE0vA/75zfhPEga7HH0c1mbDGI8RaCRskjxN5c4U8FDY2uz9rXVbt8PYkqRDJCaSfZc1VDniJzPcWaBWE8UYca5BCcKb3pOsDJf3oAJvK0zC/LdEam2ptZV+0ivjvi1IDhx3Nc6dHZ3WodgDPU96zJU8x7W99je/MYbtkqHHyYHxxKe6TfqH/vB/EICSvMR8Vb/IWF6pRYxDxBpYBfCCbODl6g7Ofk4gjAOvJCJJYSBApnRV01DrV0VYSCZPrGhjP9m6j1HzsSyoV3AdobHdKLGCAIDJthrH5P+EQ9KOAjhJqS1u0FWIK07zFuKGAMITejNSIO5Kaoo9aTvZy5dtEciqs64fglc+TuNH3t3vZg5pOD5c+cIdgNmiXU4e+2KJKUs1zpANCHAFGQgOcJl4SOccliPwxRoSEn2ItanL5z3uMVReibq3+uSYNgrGOmpIg70zdqOFiOzae0Gh2Nvel5jS5OnZvvJB+/7PkEEn45YzdeFWNqHDiMk94iVNJg0P8G9v7GXckaZJz/BLUPcpo5XKjY5GlJaUbmIgPrA9ntVkhvEFCY2JKbh/TSY3slTJvl8sb+mHE+1qmO1Vj023eLnzrIX9r9qs8X8+rW6jbMHHkJjAFPcIgYjS1Iw43NY0JgpSgGRBqYg6MBT9P7QnMDqNzDPNZhJ8DQm45XPMXK9/9b+ZWZnu98J64zaPWzAFHPlLKGJAU/hsc4ZBR+tXrrc/vJHf+8akVf27XfJl/PBPGAWkHCX6hx4ZSV99nW155Zg0hgUwI3DRnZBEPuDvSF6qBxEYpmwO6A2ahPCBHksW5KkjekU13/XK0rQF85DIAqkGrawRofo0IljntEFdSCfDV4Imo8j2HJvfpjVAGg2nLg1iAKHMxwzasZ69U+/qFkICcgXoTkhbhTbG2msUOtBcMmcclMvONtiXeMZggREILjAZhQcHQdo/aZm5K2796xQXDDxWqSSAmk1i8Mmk06FuG3qUcKp8x1Et6qmxo6fO2PDhSTmzREnKOBmBi2tbV6qK18cHNwx4QUBeOv7cC00H+aEag9bI9/ijUo6PT84/HBt+NIVcIsezqNDyfcFJSWe7gtJB4cO5sD4kBQv3L7hpYJcWo5qHPibd7V/GelaJxEvHUaYHTKfNGmuObmowWa4ipd7iQEl29H5a1cdieJsU6R59WCn1bxQTbGPrHmqiAhahyfIPrLGT/ZWf9cJqRK03dTUbL/+7V/xorkQdhAlquAqMT+pDx6IeJlLahBn5glCeEFjgrhyuJHsgk6DX33ilMkCk19W4iroQLvhq+jLB3JibWACSMDP99jPSUxBiS9nhHSdL7f3KKZSHLpz9tPinOixSV5EQNw76Q/RXFDZhlqExDevkuTfrr0/dvm8PZQUhgcvhJfZ+xr4PgbhM9gQiYODSJy9dMGys3PtkaSTSyJmlHdCfe5N98CEnr1y0dMxxk8JSpshNTqT4ZcEIw5aMAmkwvhpU50xAD78isjkkDqrBc+kKqyqr3dCd+n6VUmUNXBUnvMXNStMJnC6XGsWOzzWS3fNnRFkscJTlUT+7nilteNMkdaODDjsZcjAkRHslObX0dbuTCkhPJ5VJ3rIWhqPgcxIc6nys5MnXM24detWT6KPHRQPWW7itidag0gL1hbP1G77uWCrtaPNViUuc/swzDVmn2fXiK7AKfQT9Elh5bHDRllnU4/N2jDTVm9ZYzt3vejpCoNbA2/3wNlujq8TeOf2AyoeDbgwQcNOjPoXBgXiRKpHYBcGyh0Ng6H682HskFInTBjnDEYgXdKL/xc0zQ3bJF6xhExxtlhfzjH38z4l44FnASsQ7CMgzJga58w1ntao/vFrmCrccvDoUT/PwzRG8MbCBTB0CxxWBq/PV9mea4JJYyMBfkruQBwBehafjQr3C84NREJRWvKjwgUhYZQLoRGDR1FjkhOTvHy6rkNSZRMhSHCtEFsOFRxSpNdnGkgE1QvAflMEmFJMIBFXTcF5aU08NiiyiHwGEIKkcMnH8xC7FSWriirK/FCjQnTeTX02NbdYXn6+90d8GTYtz/mqv2n066/Ie8JqsMdiD8Xbd/TIIFPNGDETOMRUVVW740mTpDCCn7kTRxzUkzhreDJrNeLaQtsfhWxR26LOfKx16H/Yb5fu3HIpDkkXJEFliSvi1st1sAiVIFY1HJsjAj9gkZ/I57yQIFCBYTObIyR29e4dK5NEy/1k4Ll4/bqNFtIijCGcI43fEA6kC4gP2V6wk0H4sG+x72gciKkLYCJAZhCAubNmal/G2Ymzpz2zC2qfjauJqRvmRPqjzw9bn54GvBADFt1C5ojfMFNThJDxenUpT430h5du3xQCEMLWIWY8EEvsNQ2N9S5NIo2hsgRusM9gowzYnYCQ3bybbPdS09xWE2RbCaRab6yjPkClFcYeYndlr4AJ/g5UypSX67SH/X02TNzXBRESUqnhZQr8cS33gLhwWmP8nupRMAZ89YpBQxULcWAckUe7cwbnDnjkIQSkg0TpE00N5Z0oMkD88WwxbBMmkrReFzIuXvpBzblzyxbfU/rxz/X6QnOYCaq5BFLo035g9MiT6rG5t28ZxaknCh7wCl0wf573jyc1TkIwTp57VAxIk4hQqc4ZzyYxPqkkMb8g3QVkO2iXblyz+1kZgoFpzvj1dPfaybNnHYF/+/U3nBHGQWbwqFF1n7p4zmt2bly7LhJ+EufOURCpqWIUYIZB+KS+I6FFjYgqsMk+FldXaL4xdunyZesZ6PdScTjOuPYj8jB+hcxb8JsXaxMICdPnxtns1TNt+4s7bNWadTZtuhhTvo6snb+4Q7/xiH+XbD3aM9Tcm9aufdKXN3VN7Oe565LmHwgmF1F796mJipf+i9wS/Pjf/B7UPP+vzsLCufPdC5eqSGVVFc4QMA1CRkiaTyYwKlABJ+w91XkoY0h8d53WCucmTC7dwqFnxdCjAUS65Ez6eL6m9lzbMMPfvED4IG8kBw64r75fwL/gWpAmOnc4xuyCPE8AQD5ZnGGoTzmAY87IGE/rlV9S7IRs2eJEmzRlsh8kB4WohQBQ+UGFhYMQSdqvShp6kJ4ugrHUk0GDHCGQfp9ewagG3P0bpJhXUOgICgnqxKXzfu3r+1/yUBauGypkAsLkwKIawf6EfTYklrToMdGqJbnevHfH4oXEkToCR5XAnpVRkOsVAlC3AWDLE5f4UoH0kMzYP7hAVNcgBog9SAdGAqToaQQbGl2V8/7Bg1YuSRl3d+JXuzq7/XexiA/9ksko3B+e8SQNXLgekcY7pH5UTng24yTBweFQQdiwuZLJ5Qv2Ir3HXoGEApPDvRPGj3MVPfGqICf3JPS15HqygkzQ53N9TZ2hUR8QDcIvViYmuec0eS+T798XAuvxDFD0HdzO/gU7CKMzakSs21Ku3b3ta4rqCCJGiEKqYIB8t1SooMizO6uI8WA8wOBHn39mlVrjLDFpJYK34cOH+jWe9ksiqZeWiqhF8S728B6Ns6yyyhrbW90WGa7t4AYDwni458jp02Jgqr0cGTF8FeLSVwo2KTJNejeYCggHdn/Sx02Om+LEHUkrVJknaL3QCNCQ1O4KyVXV13kSgyeIUy+ccbB1EWw/Q8guSUzTPUlaOHFg6qCFsbhoPpgjsPCLGucLqZVzBFLnWdHzZS9cWhZzcPqSkKbGvm/HLq/UDyyE82DHmCsOWag3Pzx8yO2yXslHZwBClZGX65IPMAZ+gDkpKi6ymppah4uROgexWn/6eyQ4Zg6h3fQZWNZbYACtFkwGhZaBN4g6BJYMSBBU8Atq95TUB3ZOCL+opNQrILVKyk/OTveYSrQ/1JgkzIU43aAOZvA8CK47HemHsZIz2O21erEZw2KE6+In2DidjzEau2uifkGjD9SjMHcwFdN13mEDAnh/2uqEV9B4LJgXlCp0k8Ev2b8vNI0T3wEyjmEyIKH6zXvJns6RvcIbmlKFeOoSMoKQ0S2mEq0hTNClK1e1Pi1WrGtIsr9r+3YPOUFTBEMR2La//Ex8Ve25V8nSIAQA4U1JJnDPSJBw90US68kTCtEKDcyBpDPgRDJfUhtxYQDAeo0Z1RhemlnZeolowN2gecDAP37MuACZfclmYJui+HCZOEOSYhNDRiDxvcxMB8TpU+Pc5oQ3HNzf8CEUUR3mRAIPUVTFhMjAbU4ZM94DxBk/Bxi1HHPyqhM6pIEa9ukYmM/gv1GvXrt109WMiQsgmE8lpOysLM+NyUGCqOO5d18Swf3MDGuQJFtUWuohCM3NjZ4YnmezdkieqEVuC8BHD4txF2+qYGDI7xPg48SCtAqymiNuHnutA7Caj1EnHPsYqka87Z510ghsYUi2BLbHU95JY+fwjtHewQQBVzTWpVGHhDAHdyHX2Jj901dwYDxcQGsKQeTQ+wrpDQHvedqvrEKNQ2vAHuOdvFBSIJUlhH19n3GYwhYDbLQKtmCKICBBzU79aD7+IwA5fuKYVQpGdu3a5UTYVaRaA5DtdUnOrDEqRYBpzJhRbp+qkaS5dukKEaAm92rGtkr5uRmSZhg/GXiQfAi/Yd1wzBkzeqy9/cEHVt1Ub4nznzJC0Y25orq6pudSTBhXfpAwCRKma11JIwfzw1hYGxAe94AAeyTZkjQehgepGIlrisbhxFLPYb6oy+/cT/HMRAlzYGLQXvijg0VWvzB2wB4ephcuX3IJFsaNeaE65Hou9d9Pbv7yhvbo3NWr7oyEloizHjYIBsTinYMfehaZsSKIu7dtczj18C717S9+Ig/l+vKyck9RSPIPUrsRy4rXNmXRIGowSMAOSBz7KtI/GXhgaFAT3k5L0Rke4gxS+IwnTWOCmQVmA0ZL32tsSKIwnFzLnLCpjhk1RszyEpvo/gjDvUzW3LlzrK2p2R3flul8TtLasfcd3V1GpaGQUXaCyYTUcBq8hIRdCqOaqGdw5oJxPep/qKvQRPwSwqbrgTuktBpJco/6Hwlv4TgDZPD9EGeGcNSZI0bEndC0Pl+Y+z+wob1Du8L5xXY7Z+ZsT3lJWkJSFpI9acGCeW4iooD12uUrneHAaxwBhnOyef0Gx6mnxCihiUK4gYllHV3rEnnWV92eW4IJ4IOIMQ4XV5S7VLlg1hxXxSFdYCs5fv6c1/JbJQ6RA4QKB8DjvXNUixa7ByFIsF6c80whtumT45y7KRO309jcanU1VXZLB2Tk8JjAWWIwgAimKqqqrUzIqVHIhJRje3bsAGKtu6tbxC/RVQoQ0DPXLjtRdk845+6nuMoPZIXunUQKONjUSoKbJQC+ffeue53FTZzsHLmrwPyYaAx6rh8ajQemoLZBHD9ERc/tfzzgaj2QAmMO1XQcGrL0TJHE3KhnbFi7xg31d1Lu23khNtSuDZK4Y2OGe5yXq8uENFMePLC8smIR9znOyWF3Yswt3XifTrVFC+fr2oUuRUyNC+LoCCOG28XW4cdOY72pQ52ZkS5ksNylk+gWjo8LQbD0xcH0z/XiNy+ktyu3bwaEV4caCSz87pmXfsL79F/wW40E5Uj2yffvuhoXwohEASMCTNWKkIUlp5CsgbH7YiBuU1pIiI09Y41Ze+RMZve3//7fWHdtqb3wyhs6GULW2kvUm3DjePlhZ+TvMDXjX//4x55EgCw8IMa5QhjABfY2pC7GzoV43yKpFkkaKRGSpdo+EvRIrSsZfdjXIAeV/hchojFP4I5qONM11hdExInTZBxkEYIQB+vhj/A5U4iAcCxs+Nhusa17vKTgNno9+cdawQwgPcUhKbhKMnKNXk6E9TfpDvF4xpwROnLpiXRhFEEnvneEziF7zmdhg6DifYpHK1If4VX9uhZJmGpEMJoOT9oA5s0cqL5CvdDX9u33LEfe9Ln3HY4/8uIMcSawdyG5kF4Qx6Fm/V4meICJTM/JcaaRFIMzhYwLtfYnLp6zTp0zPDiJKyULGBoY+vTHaSA42g1+3pOXrtEvb0j+Q3W9x3sKXwHLxBFStQQCDbNJuAxnhDNw+NjnGmebrUgUrtK587704pk00t9lirCwH4s0B57G2pAYhMw71bX1rn1jADA4YQNiCJvrHzrgIU5k3iLlX2dXh5ekowUjD8YOjF24cdMFhCDMDrvpUHfKQ/vBmjPXpy2AzWbhpswHKZpnoZXV19mpM2essKbSli9erLM+0c8gPhxoMzAhxQv3wazhh0DKPnfYE9NPYWxqgmIDRngYJsFDwOJ21krhaWJLMbvBZHxd7bklmAALHndIgjgajBYygOtAUoGjA9H39fW5ZMTmcoAPHvncUnOyLU6IDFscWX1A/CCXsxfPu9qPrCEY8ts6O6xLksVLL+x1Tpb8qmzqMwvBe4BW/+oFCDh8YGNEGsRmAQeaWZBrKekP3HbYLgkOIsZ3BD6jOqQ/uDUAC7XgpWtXrUEc76Z1a61NxL1eBGLJ/IUOTM+0qGEcPnnCUnOzhHRHuboPI3h5XY0/H/teOGZ+I23OmD7Dlovo4S4eM2yEYVdYs3S5E8P9u/d4gPh8HeQere+Zq5ftnBAKqsPVQiaoa/D6w437vc8PuxfySt0LI9LaKalPSPDMxQte8ofwDwiFe2zq+XPmzLbVgg3c3wN71NPmhz9y4LjWOVjtI2scNVV/TwovVDQugQ5y8gpb9D5Ffw8SRfpZo3GwNtHjwFv09JWLHpIA4uJavPbIWlNWWaHnzXfbMv0NHfJIwx1qfY8f2r/+V/89wac2O3G1nbp8xfq1t2gNIH6UH2MdYdJIjk2uzoljxns9y71irMj2g9cycXUwUl4HNDJgCCJqaRL1E1s8RwzdfEm8MFZIWgEzMiAJss2S09K076Ve5YT1RSUOYQCZRJdAE9aLEDWIiT7UuhP0DmGOnzrdbXsdkuZ2b93u6sfBjTGhtuQVSDvRq/u04YDG2o7TeXRJmL3VDwHypMy7o3VYKMkelX90g2Ciuicm+JjgmqB2gt4JJyATEE9DQknLy/GMVnFCostESHCqAtE6/DA/Pf/LGt/BHEF4mHt3b4/lFRaIGHaIgdnhjBJmlWs3bgS2XJ0RqhGN0f5t27TJ1xYpa5IY7lDVj8YARguTBH3/omfTgHOuYW8w9cBwlJaUeuWSCVMmOjMynrXV2jFX5oz3tidSEHzAXrDn4Tx5QVQTEhJskQgtGpcPjx62UjG/Y2JG2SlJzji/sZ6YG4hHRzsAs4At+oMjn1lWZqZtXrfB58PIF84JCLY69zHol7fe3of2ic48/h7A4zAxKdfEfF5JvuX7jINXeC1NoObz/cs//zP79Od/bcmZBVahcU3WelJ7+MU9e4L+9cOz8cwFHsIzyZ6zTjfF3LZ2tfvfAVwNc8aXdJXgGJwHcaLENwEfBncMix7IV9ieX5Usm6FTCCFqqG/wmoxur4oAK0g6ngUXkkaVhorl7r37lpKS6tXIcdRgTmwWtjbKVKHKRW8OF4oL/bpVq1wlCS7Hk5LD+4WN0Jfk6iSdF/YKbHuh8wWDJK3UHT0TzuflvftcBeuEgOYILwBKDdydatauWSOivcEoGItdIyUt1VVcODOFByQcA/9jB/lPP/6h2wP2CslBtHHoSb5/T/cJmITkI0/wpqk4QaCwNFJuiTgzxoNXLioX8m9yoDt6esRIZNv5ixfdK/elXXvcGQkGw71xNe+6yho/4CDv4yKSWQV5rsLDazQ3O8c2rV7rCMY5bz0XVSdqWo/5GryO/K1XaUW5Sx9IXCAH/xd1LYcJ1S32J6TjX4acBjdfO/0gaSEdDCbaeFCfPHvGVdEQ5bPXr9q4kaP8RQUNYsNCd/m+x8OsubjFfvSDTyy3+prZ2BjbsHm33b5zx2bGTZUEmOgc+TkRhzNXr7hTUIaI0t279+1X33zLdm7bpvUY4WolUuXdSbnnyArmJWw8h+QcFCZnX9gvYJN19AXlGv00ixG7LAR/6fo1Z5ZIVjGHxAwiVOH68BtpEiKL6rWju1MEEaJhPrYtQpjMG7sZyNPjmKPWPbr5Oka+AyGG78PGmJg7ZpJTYkSbJB2hicAuDgN2NzXVxmtsKyTFBBJ1VHO1SRDfTOgUEp0jUWBGY4fwkpj/o6OfWaYY3d2kktN32GSZYziWwWMa3DgHxA2SpWb18pX2yt4XBKtBqS6Q7vZNW1z7AwFinThLsWg89D1hS87YcI71HFTYJ8W0Y9qA6QFn/KLGevEMYI+E7owTeytq1bTcbI1hsts3vXC0JGr2ADj3TFhdXVZVV+u2TIcBNe7nBUNG7CQy3d//7CcuLVJ96WXNa5dgbfGCBF+/B1qzVDHweExTbzYrI9PmzZxlixYtsncOfWT1YpbI2wq+w04IfvNn6FmEeZBwYMzoMe4F/fZHH1hJeaXdE67ZsGKlq0ZZj7Cxxr3dHfbBz35o6RkZNnpKvP3mb/+2vXngdduhfYsdEQggT7Q1EQaExjzw7MYUcvbGNcsRLgqItK7RdZTy+tF7b7vkibYD/ws0XwhMofnt62jPr0qWBRXQopLDbsiBZHPhPn2w2i0AhOwnqFuxF65bvUpc5Habpo0d6H/sxn5sC+jSSdbMb0cSenEgOIDkSPyf//d/Z5XNDbZySZITk7CFS8LzQGQccr8HxKTP2Le5s+daVWW1O8OQkxIC5ndqfDWSSgFguElSc0EkUIt5SSl9hn2V7CLzPI1UoL56pqmbrJwcq2pttIU6XOS4HBYz3O2KVMagUG7oRRk2XN3//p13LL0g3zolRZN2Co/GlUnkTuU68a8aPyW8Lty4apvWr/eQiRVLk1xKb9U9D7IzbbwO8FZx3Nj42IdOHdBRw2Jstg4/XrITJ0/yUAPWi7WGyPq68FuPiR4T73HCIGfsR0cOe7HYFdrTaE+8J03vmVNY+d+/if7+lzQ4c378Jo2FN9F9I128uOcFlyJJ9p2alu5OP9s2b/bUXUiDfrs/97Fd+eSW3f+bdKsfUm8jpjy0P/7n/8K27NxuE4R40V6A1PCU7Ghts2VCSDu2bXW7GbBKILZbWvSP1F5V1ZUeXgSRoPkz9HJ41Fj9iY/7He6fzDvSKCKNcxSpyAiJAYFEM49cz9rTkC4+O33S7jx4YLHDR9j0eEJ1BlyaJJtTiPADhu8f1ug/urn9WGePjEbvffqxdfU8tFVJyz2EheTZIMLXXnvVwzKAnbAxxor6Gk98MVvSNIQLrY43iKV+8SjiGWuqxKwJ5nGWE8V0L8vB8x08rujW1z/g46EE33jdi2rcGUHdExBgMZT6DRfDyj163GeHz5629vYOV6UyGJgqEsoTAjG0b8DiJ8a5DRFJ6csa/Tj8cbPGhwNVSnaGcMwQI5F4a2OLxxu+c+igFRUV2f6du308zAsHGxwL3zl80NeCPLuBmltNohx4jJ65doeI/VIxlKgtIfbYoPECJmQO2+sKwfJcSW55JYUWp2v2bNvu63hOzEOOGN2CvDwbqjVdvjhJ/WmskfU8deGsZyRD4kMqrSqvsFFxE2y11u7l3Xv8XIdSd9CG2Pvvvm0XTn7uOGbUpOn2rW9/22ZJkBGmtvu3z0nYqbWZMwizAU9FblNzUUJ/D9f479+756rYLWs3OAzwnIfdPQ4DCDuYVmBAeH2dxJL2XNswkUBQfwEpIBaC2D8/d85tL3jMcQA+Pfa5nZGkMGPSFLuZoo0uLrEZki6TH6T4YUEPHqT7CjYIRMgbvGdvwwlLekT1NxWb55KggGt082XxxeEFyAZvedevQ3Tp5g0rb6z1Qrp7RdAgyv4c/UdmocvXb9gZSaFphfninJtslYiMA746IWnAHY3h2t07NkaHECcEAJc0Xz5e/eAxdk/9bF6z3hYsmO/p8QhAPqI+hwjoZ1OpQD+Rken3gJ29ctl6RcSwK7R3d9mUsePdiUeXOQfPoeMwjhawUicS5OtT1Kgu3bppZy5dckKwZtlynwdSJ4wAcXIcsAcZaVZXU+POS9iWnXngpX65nhfjIPAfiRInlfM3r3s87JjhMe7RSX9us9W13iL38Bd9hf24o1J5uceVFpWXOZFl7Hw3uLEO4X1ws1+8ZsD++p233R792gsv2Avbd9j8efOFXPu03FTkwF7TY0eFOE5IUmoUt99c1WYbDqyxfd97xZauXG0nzp33FI1TxTBAgHEiWbd2javKyY0KMoUYMQfmgxc0IUib16135s8nqBeMH8StszOomRhUfPjQUgtyPZdosJ4sS+DQgWYEtRyVLlDfB58Hc6WFvzk3mA+aGuptpRAdXsbMK9gbXcc9dKwWElmaVyXR37zCfaBPEPnZK1fdaYyYPgLf+RzbI1oMtCXY5LiHcS1OWGA9gjmclvDMPnrhnObYZRli/MgYdOPGbbufne45SBfq3PEgjSiAdwao34wVAjdyRKz97cfv2N3ke1apOREDDLNIukK/LzJnmp8bvWh8zuoT6L9d675GMM6e+Oe8IuvG7X6l7msTU/P+wY+sprpKEtt2QMXDImCEu0UM3njlgNfMDNJ16kbWC52kDzl8dsBIB45PQ7ze6HER4bGjxtiGNets65atNmnyBEsS7JNMgJSU3ldkzGgjyiurrLC42KjSgXYHRxcAAZwwLDJvcqxOEnPOI7kvIrS7dIZHuVch0Vh+8uF77g+ALXPEmFGC+f22f/dur7GZIEYfb1Z/Pn1oLleuXLNC4akt+v71l162V189YFcuX3bfkeUw3Pxw/ZM24Ll/S2rqbOqipbZnt/rfs0swMsRqa+vtd7/zitVWltur3/qenhFwJr5OzEN/Pux95Oay2XNm2psvver77l/pEdiBh2memChYc85+pZgtP//CW8+O46trz7GECVLp8xAHbAgsGk4raeKcKXsDN4XkhuTSUF3nOUnPCJlRyw7OlUD3PHFSSAIPtfgg3AZxfHC8IFziz27cvW1jtPibN2y0eXPnOdABFGwW+n+ei+oXgOLLJ0ukXYXTYvMpG1Wrce0U14ddKzg4QT8kMkYFBoA21tVLClnsqlEW2xkC/Sa/JRIK+T/JYOSHWfc78OgaDsD2zeIoFyc6scMLtLyi0m1EqB1BxuR7DDkvmInMzCzr0SH/v/3hH9quzdvcyQmpoL650fuNEdHC9rhAB5f8lYzHJUTNF++/x5r7xtUiAjiQRFqIEFAN4ZyyZeNm904GcXxZrBqX45F7+ORJy5A0VydEQOWEN19/w2tHkpWHNXTA4xVZj2DlnrZzV654IoIb4nwL1d9QEZoFkrC46r/00IDULwv593Z124a1a50zJ23eyYsX3FOWuDDUYlfEBGVn5NjIWWPtn/+vv28vfW+/l5aDm8fRh6oKSUsC9TWNsZAiMVuS0witBf0OAc/5l6BuLQbL5+9xTOq3HBGP9z94237+f/wb65Iks3jpag+a76S+quAR5Mde0fuTpjXC9k48HRLjF6RE9Q8Tgn12mSQZxsffQT98/ex6hX9jx80TY0aifPYAD+fwHs4X658rRAocYYdnSCBwYgtTMjKtUvB48ORR6xLCx+yBrwH2uBpJF1duiKGUpJeSnuYS2/def83HvnH1OqPmLWP4gtSgz1izmNEj3S9gns4MfgLAD6kWWUzuGzwfWvgZZwU1L3vBXL7s2rAB22h9YBzR3JC+ksuB9cSExe7EhtoUmA52ROPTHzjyUAnEndf4HKIQ6Y+NdvubCCOxoM5Q6TvshKPFwKIm5ayHjfFx3nA6ix02wk1Q7q/hhEbz1euhmGXugbACR2i8IKj0Eu4XLZQEUS0PeTzEs455UoAJk92+T7wwL386HdG/no+D5M4d291e7J7uo0fr753ujOSz1g3PruMQG6l16dNzGhtb7RUxFTOmTnf/g/yUfPv0k/dtYtw0e/2t74lxHK5Hccb9Nh/1J0eP2O3MBx6DvmPDJpcg6Z/lK62ssE+OHbUYCSAVNbV27Px5zzCGE5UndwgG8JW359rphxRYP/3oA1e7JgkJwNGvEyLnUIbICk/HjUJ+7T3dzrV5+SARH7wG43Ro8ZK7fOOa5QtB5ejQA4RTJ8fZNAFmjA2zdeuEOMW1sAC+Wfohxu3G3bue/JpEvyAQ1ueRCDiOSAAqHBnxdARMb1q/MXDlV4vuB3UlKkzGiLMR3BgJvCHeQCoxZniErVm10g8LBzFs/l7QBQLDRgsxYxAgUhAl9ShBZpXVNUIMIwI1G4dLty1NSvTEAnjMYvwHuZFJ6OSF8z4PKrwQ91YioGwUE8HBCCp/mCcQIHQkOKxPxxPdXDUCx85P5NB/4VoBPYgQtV1Lc7Pt27XLXn/5gMWJiQjVOuwxVR7IesK1vnb6PLovd0zR3FFlxeiZ67VfIJ/wil80xi9r7AmB5hC7kBmgBBHVTbAPIS2iISBrUP9Ar3W299g87RlOXEMiKiXc5FGhu30w6tGZuTl2+vIF69Hekg+U+DLsTK5KEkIBdgjWphOcNM5fuWTJ1y9aeV66GDqzvS+9JsZoq9vKca7gOu3+M8+gD9LNXRIRImEAzFj0/FlPmDwCv5MfpNkFwf0ErRUJHwavE9c6Ylerra+3v3v3bSsWUkUr4On/dD3SJfu8YOYczw6DxIOdy58jxiVXiO7G7VvusT6sf8DKyfVbXOCSJtl3JogZI3vUvp27PRiebDsN1HIUTOLAcVTS1yP1A/LmTEEIXDPA2dLzCSFYmbjMQ2DYEzQcYR5Rvn9m7vrB3g/hYHwE4g8fIZjWFAdfO7ixCszXiUlEYxJez5mCoSiWpET/o0dT89TcRvzupx9LIiu0tcI/MNZInMBzcWWZzwU4JYlBEF9MrO1jOyfmo6SqyhZKcopWbzJ+GsSAPMucP9SoVEKBKD/ue+yOUCRXAJ+1d3QJ50x1pyZUzM+uhV5iRvBkn79QEr9gsrW12c0yk9U/4/c10feBQ1OjO9iMFZ4jxMaZdq1jr/pGra+LHf/451HPsYGg5BbpNjet2yBcONXTJmZeKrJ3f/MTq4xNtdETx9r6LTuDsBCt32NMZeoXT+R7yXeFxzps+aIlrg15hrHTWiLcEKsMs1BTXe3ZxZZLcBjsSPZVtueXYLLtWrTa6lonaJMmT3KOdMzI0c4NwkVxCYeDlFY/wl26o9Ne2rfX1ZYExpMUGWKzSpwTHrJIB4ROwBEC/IsWLxJRGxU8S+ATLMEQIZx6u3Xvrid9xtMSxxYelp1f4Ont3PvUESb3AETB3YMXkYTsqBRx1Am5aJDS+WtX3O5HP5W1NZ4RCMcavMPUjffnx8f75W8IcNB4D8CQygwOmtylhGlAuEMihgRN9hfGT3YWYtw+O37M+104e64DIZ6SJHYA0eNwhP0uVNV543DoJ1gZXvyvv6LnyHte2gP/PvIVhxCJDUYHLzjiHWtbmlyqxiUcGxeHp6Cs1PfpQW62Z5BxZKj+otcRwkbyfZy7UNNNiHD/NPbe3+oD3sME8GzUoMEl7Kz607AdXvQXxAu1aTAf9S+iQ+A43qoUasbmBIOzYcUaI74W5sOJuV9PMviHHmwPknoyEDUO95379z0hPfBGQD+hCtgMQZx44d68n+wSH7lK792/a1V5WdYugh0ngrT/wOs2ceJkl/x5mqvl1aLXAiaNmEISJqCtIEUZ4wqRLfMkLOfg0c88YcZw/Q0yg+Dr2+ACrVP0uOkfxotQArQ5MH4rSPAQ+Q4kiVMSoUQOw8GjHLnBzID4YAYPvPiie6aTLpCkEXhbY8dFynITimAACe7tgwe9+DraCVIech6QuiC62UX5fsZJWdnc0eZEg2cOdelP6yhYCPeNFr02lKsiJSQSJUwQDjpkwAqTYURfG91gCuqam5w4BOYUVv9pw6acpTNy4txp19LgoMdZ5Rr8BYgpRhpkXVGRV+s8Y6fHWXHJQvIOh5BDeEifXb15w+rrG2yzGLfBYwKGYV5yiwsdzgj0LxATgpMQHrqfHDtiJXqPYxChHswVL31gD/MOPhucfYg33tTvfnrQsrKy7A9/8JtezNq1URpJ+FxAAXU5Jpwbd265cxJrDOFHi0GEAheRMQs40L9IC/ACv4P1Ir0hDm4P7cPPD9nlS3fsUZoEiyV9NlfM1+qNm9ymjIYIfxPi0YtLi2zHtu06e4ts28aNUdJlMD68ynH8IzZ3ZrwEjvXrbK0kXzyadYGe+PW055ZgYmvEBgInTbFRqn3XC9GA4IJcsHDc/VZUWuxlpJrqGmzsuDF+2F0Fox8QDGmnNqxf767iADYAkSYgIpsJdgAOrk89ahNwMPCN0mFHqgXBg3gvXb1q93UfahqIlNsOuClyL4sYvkDepy5c8Mw5ieKu/eDqp66+1pJTUt1jD26OCvTlNTg4zHD1sbewH3rVb4Do2RaMFCl6wZw5zn2TWB2IBiFz3xEd8OuSKpfp0KLzJyCbEJwVy5b7ocJJCsltsjhq7EJ8FnLW4bMhcJStIrMQZaQg/HxH43tvjI3PGKJ/F2Q5upeeZtfIRiQOm8OE/Rk3mJk4M4iJQfL/63d/LmkrT9JGrxMWDnTYIAJOCLTI3m3wn//jY5qPhUv00y4iQr5hCPUEwShEE1sS93M56kCcjsYKieLVi90SBgNYgWkC1shVmyLJDLUY6vWZkjiRAgRG/ni8e2EwKHkFYcOJizHQP1liQGxI7BvXrHU1OyYECDEqPooVp4hAEJy+btVKL2nVVFtpVRWllrRyje3c+5LGEet76B2KNjHVcL1pvMeOSNUNmCZfHy5nDyL7gIRIXCGOK2+99pqk4TnhTnm37PmTNdT1vEW6Y4/KhJyJncO+TJ/Unq0T8WGeIVz5fCG8ajB6BPlzPtg7nN5ahWixV5JlCuYIuMvTuvA8CCCJFeboXKFapfhxcXGJFZaVuJSfp7P8sKvHw3PYyy3r1vvYGGMIb/5kxh15he3o6VOeCJ29JHzo9r37rs1AhTf42mD0anpD+sjTYhwh9Ek61yx/eL2//EL9FhxhBoKZ4nMQPBViFonZooV9cscQEQdyogJDfOFEQN/BEONpulJMGHg0ekzcSXx1WmaGnbhwHkptBSVFnhWrUMxMa0+3NTc02Iu79tiaFctthSStKuGS4mKtre5LFexS1owCCjDJPLCJTGR6DiXF0HYF8xnqZ6WwpNRhDe1SW2uLe+2zNzXa81o9h337+Mjnkk47PSaVex3eIi3ASepPzwlO6oDdSUmzy7eu2vwFcy0hcZa9/rvftI3bdlhFQ53dTU2zm3eS3XTBuDgf2OXJD8wYwpjXcE2if3NGcdAKTTjRq/ZVt+eWYNLYEjaXg0DV7xFaOGIPIVaoKyoF5B8cPuSZbX7w3e97mahwUSFQeJEh/rPgIHtvAq6svFwv7UMICEH+SKQQhnKSlnd3OjLkVV1fZ2mSOEC0BAYT5Mwh575KAStc1xNPT15RiwhANQnZwFUmLVksblASnD7HTRrkjYNPhThFnGJmT53ukgBZcGiDNyNsTz7XwvAeZALQgaRvpt4XkLe5qpnDXKY1aWtr93JAqGvxxmU9b6elujSH9xkcP4cEAqYOv/DcgYF+Lwz8+cmTniydedP3k6YOHz565M4Y7hUaQapw4i0aE9wriJsk2CAQVOkwKXqYq/RwTqHi/1YhxhURlUz0GHCKIcEEKinU1zhmIA05cY9c44uqRn7Yq7dverYl4hlBEBB87s3Iz3WNAU5huPLnivmqaWpw4iX5xe3VTAZNgiNZtBCCnwDRBQSRcaFSJYi+AC9PMTiTJ4WhS3qBfMTxx0+e6jGrMXqPmzxqXuYFcwT8UI2DgPV4jXHuvPk2fsJke+HFAzZ5arx7VUO48JgO2xf3JDJlfe6oQ/8YJWuFuh8tCggSjQqqzujGNd2SfGKHB2FYdEYfhCGRq5WkCRtWr3Wpi15Rt1LpA5d+iB3rEBBpf6gH26eKwegSUoW4Vgv5IeFCMGAqkRJITn8xOchJvFhjQo2IxEvyeiR1VI7YkTkXSJNISwliMmYJNgkjgFCHLXotePfM2mg8QB+2r9LqSkucPc92bt3icEAbfC9zZz6UjoKBbdTY8RUQlx2sTaQh+ZI4ZYTOObZIkLv35Rsh2BA+gZkcMSQo2UWdUJImYMOlaAQpObGFcjZonFfCNujj2fHrbp6tt5gHSHKBxsVxFJK78A3JHb77rW+5tA7jj3oV7U3C/IXuaIWdFaJOdiNgblHCQifqvA8bY6QO7oefHRKs8ZwEzz5ELCjr8enJ475nmL4eqk/qAIMrqJ8Jg4RK+onKmsH6MgR+H8R8jtE6/c4Pvm9bXttoc+fPtX5dcP7yZdfILWU82lNMZjhQFReX2vW7d5wJ8SIN0evxnLbnmGAGAIn6FW76kcR9pD2AFvUhSaZJD0aNQOrp7YikwQKOQQOo5gqKiuzc9ase44YUxhwBGOwEpH1bMC9I/HtBHGa+uNuL2lgqVBA4DjGCU6fSQ6EQZHFpmR90JNXauno7fvG8njLghVBpLGD0IvIemwh5HlFxeM5ZHUQKrHqiABFtbAcQdWIgCUAP2+DNgLjQQOAwEGW11YFUAKFTaxY3iFMENQHxQCVQHrd9bFkkdwYB3CXwXUwChvPRYzlYMx0ZgbQIVaC/6INFo9QOyILSS9R2RIrgGuy4lNyq0ed5RYX2ICdbyMocGdJADhAfVL147GGLcicCjUuD8XMGYsFWxryHC6mRmYmD6F/StI8kTzh75ZKQQY+QxmTt0xXLLypwGyuI9WkLmAekCw73tKlx/kwQACEdH+kgl1WU+aEkTR5pBdOyM93JCnf4lPR0tw+SNJo9477s4gLPOQtz5kPSfxCSiuoaIZxSlx5QE3KtO4ap+bOnTbWDx464998L23cyXd9PiDxz9dRvfKafKWKU1m4QURWBSM/KFtOTKum8S2MUTOka+o6GBZgv9pBCukgOlNjCzp8vSeSc1qmuudnhkZAc1Ithow80HpTBy8rLF3zPcXUqjXmn52bZ5du3HTGjVoVBhdno1vzZExAyak7sXGh6YFaJBYUYod6nxBxVWohXRK1PGAMqvWztVVVZhRUL2dbrzCS5bW6CE08YDzIykWMXs8dqSTF426LV2btzl61ZueIJkQHuyRELAWJNYI5ovpaRBpwR8oGNdZTOxWsvvuihZNwLzEavI59F3rHMbhsnDnOBns9l0de26mwRQ1upszVXzA+MAw3VMeFXFDTIryj1rFQwrlnF+S6toR7FeYzcqZ76cQx+EGi+aPyvZ0c9hwZMoM7GRACuIcEKDBZSLKXISIriOXsjY4SxIj0fJgacA/FZIEzHZxe5xt8Oeg4CAowKZe9Qwfv66HOWBdX0NOFHzB9oMmbOmul2xnc+OehOTuQRRhoMTEwDnuquvrnJPYE5kzBXSQsWeSiNHizmLNaFA2qTbt20xZk6mFXwASpaYINQKxiEweN8Htvzq5L19UbFONwJJQeRFFMQONQacMU5BXkiIO2euBjHH671e/UD51ddV2N37t9zqYHQkQAhkw2HTYxzVVJjU7N9cvyo1UhaxbmA1Hk4xYB8kTJBCHBtcTp8qVlZloZXYF2dV6xYv3y5SxCMk9fTgwgoBYSOlHQPsrM9JRTFeElOTgA9AFcr4rlAHCSFeUNOGoAqFpcMooebffy4z86L6FOVnbFREPiyJCkkWxJh81wYCAgOf8+Ix2YUYwQ/U1GhoLDIJguRnz53zh4L0SF545BCVg1suTfE4T3IzXGkFaptwkb6sqMnz9rUITNs9cIVNj4eNZJ5NhHURlk5uS45lZWVixMWAUFd5UcvcAxinaNtOH6zrxGfDfFA/bOXL1hmYYGPZ5wIariC3IP9COTM2ODMySBTomfFz5R0J8SCAxSHH5sOSJiMTzimACPhntAPjyWF205JEHDkINU0MRjN7a1CBp1eigq143whJMYNUTxy+oSHAa1EHUUvwT+3fQ8REzJu9FivntHW1REQL+2tz0sXDUjCIo8ttQ39Xk3K1Zg+dT6hp8h7R+ZD3d59+/5dixUcrFwWSVtGZ1EN5yjs3/dSUzzxBrZRwpqQrKkHC+IfqnFUi5GB0MM0+Kj1DwYyXYwBhceXL00SM9Xkn0OE3xcyJK0famKYnkwxQOx9t2Bxwrgg1y9xu8ki6Bn6rlXfrRHM4iiGpDMVRkN7z14A24sWzPd8qjeTb7uEM0kIeIbOMN7VSBpI/CfPnXWET8WTTevWO6LFZEJWF85JuE6cKbQYzDNFBIoSVFn5+e48ghMIRJVrWCquBwYhLDDJNNaQZcd848uvH/7nPf9xzmGcCfR3/ODf6it9x73AA6YSzrn7CWjOSKVl2vuPDx+yDDE62Xk5XoWnUMTxos4qKd5gyslbDdOF9gimHy2EOwv6YDWSyPNoT9+HaRCDv5E6UeVimnIbZOQyro9+sQ6uNqfr6B99AFsA+CEFcla6Hz30IuR5xYVuikBSZWww9uwj/iIk3weGwakwiqis0zLTXW2Mhy+JJIApPKiBC2CdFHeowDnzboPXM2HqyGZEBRnGgs8FZdBIbwqzTcpPcgQT+gPOQqBh3M9re44lzBAyzO1RVGggAwjcCJlgsFPhwuySogicq75QpWgizIVFhwDAeXIYgxJKfBpsB45CZE25Js4aBDN5zDj7xiuvCqDqvGI8akyAHA6OQqu8OLhwjyQihyM98MI+V0UOJpQksCbmjNCWLnHaPJckA3D1pLdDDYraBmSzOmmZMwQ0rkNiQCpGok2YP0/SVbcdOnXaqjTGxZJEuIbgatSbzkjoPg416hqAnfGEicNR/c2dMdv7wUMRIzocKggeVQ+qWKp2ZObkuDobII6sugNu78MeK75bauVvt9rknjibvE6EIRabkiQWrQUIy6s1kNxc0qQ7Qqn5Oocv/YAAUOnqfPnB5hl8R6vTgaG8GbZm9ktf+Oc0AvYhgMyrR5Iw9pymllaXqJFqkM5hmM5euuSSzxQREJD7kx60L6wN0jTpDGEQekR0SPiMba5TjAMEA60FDBfcMzZAPsOuGiOmhPXq7u22bElxE8biOWwuWeL0g7cq6kgItXsX6ju4dRAbMOdz1YfABy+QjTslOZFkZYLGO+ycIFmST7vLf7gOT0Er+Ex/k3wcWyaMUq8YCjQEr+zdrz2Ya8kpKa4yRtJEemyQVEY8I5oazlFDW4ubCtDOVDbWeM7TwLY83TasWeOIGdho1X3ZuXkO7yRKwH8ALUbsqFhbKybCHV0ijX5hLlkX7uXMYS/HLk3+ZcK/9u7c4d6/mCNOXbwgPDLGY/3CGphoS/BI9VVhzszV5wskmlVWVVuK5kYIAvMFabt9NrJO/lsvfrPnYUNSRuV7+dYN7wc1PA8ALSO1Un6KcnmcJQgm1/ACZqkNSaUe1ga44mwB9yeF8G/evSs4bLPRY0fbznWbLE1SOt+tTlymOS1xE0+amAuccVDBsrcQj8hwvT3ZY2/Bk9u0PneuX7SWZuG6CEPgTBXrEmnP3hc0PvMXP+H7yN+sAQQThuvwyWNuTiJ1I5oWNAqE4QGf+FtA5C9fveoOeU7oxSygvcEhaNw4zUPMABIm0iZniFJdMJswpEE0QbAPgcwarDRS9tFTJ/XZgKeRxNRFTl+8X9EqbFm/3kPwIrcEfTyn7bm2YUY3NoUYRiQoECtIB4IDQsORxG2XSDORiQAoEASQrcdA6TuaIy+9pQbjFQHM9es3bIKAebE4TA7gsTOnhYTbBABL/H4afXIIkUqRVFEv4FwEsA1uSEXlAibiB3u6um2jkNDSxCWS7EZrDMPccYRA/DHi3BMXLnK1Ee3pBgy4+hn1IBwtarFjZ896KquHvT22dePGAClFVCm60e8NX970i3lyDSpGbBukR2MtOPggdJAUtTmpDLJ+9VpbKARPgviw0ZOnansoieBgnsWOjLH5L8Rb7NjAHoMqB8kbT03swKGKjzHw7KfzMXciIKylpKLCPYNxbnHmRo3EzOS1RQugm/yFdy8ONKAQJCVUPVyP5AxxwtUdFZ5LESJArWIgiNlFmvFsPYMaY3H40HtCht79+EPrlGTZKYTX3tPpaify7IJULt267upm9jlTkhCSa1llud1ITrberh4vSN7T99Dzes6ZPcu9gFHFRtvaaEi5YeO5JNC/fjfZyimrJgSKvZrPfb30m/vJ9QpMs340HKNu6J6GtmYnSKhZY2JH+NpQ3xPtB0SK9YOAEvKC5yTZU1hXkN9NMUQwiyTuhkBc0xmG4cLiliEkj8fqd77xpsMFKjJUqcAX/WHfIt8q9rjZkupjtA+Peh7aKy+96I5xPvCIFp95kFOW8RPyBVLFDHJBEgi5XHeRKk2SY2dPl1dYAXZ2SeIHGfv94X96wcwy70YxUmgXgPOReh4aixXLl9laMXcwoEiHIZxFw1vYfG21lhXVOo+XL2sNx/u+4omaX1zs3uPY1yorK2zl8hU+FnCIbnLTzKfHjrpmhxRyHlur/vjBjo7jYX/fYzEQMfZ9rV9yeqrD8Cv79jvzw2goe0aFESSzNq09RBTC/GTOg8YMEc9ITbF3/u4vraa22hYuWWq1Tc3uiwCT6+f9/0oLz6P+QTxR72Ifxs5MYgAIHe2OmABKniHtAW/YGsNzDZMG84rnOGtHFRHMO6uWLret6zf69V8YH/ChFw52nD4ybBELrkHYRuEc4AuHSD4vLC9zGzvn/cl4n8P2/xsEUwuIuA7QIsUwVACX3fAkxvoOgojq4MlE9AvgZxP5LERCvNd+eb7Fspoa209WD91HXkaAATvGYhEyJMyAswvuocEFc2ix3yC98fngF1wqxB2VoUt2IlLuKOAH0Tws5eNjR4QMW23tshXeL8/x3/qe9GVw6FRSQCogX+giSW86pY4c8dyEa/UcnT64p+MLGzPlEzj/YAbgtYBooOwh+B2b1m1JGZduXLdhsTHa19GOWJ8C/RC3b+ZUFFntyGpL2DXTEtcneJ90iYQFE+FMSvijccBlt7a3OTILG2EQSPIkXFiqQ4odiINLeShUxHCuTIbYNbz3KNJNgncQDx687gziBEXEQQSTJBNIMCBrpABUQqiZ8MhF0g4bY+Ifz6qVhA7sIjEt1P6SXozQHBaLsk94xhKviITW3NBka/QdUgmE6ZuvHDDQBjayFklo2CxRm0LgYJp8HYJHemMdQnijoZ4i5OnWnWRJSlUusSFFesYatXD/nKj75gVryfqcOHvOq394qS1JZXwPIURCwAaM1OyB874PkuRF1K8l33ImA1MFwf7EUEKgcXxD8l0juFu7crkIWrwnfo8X3OOcQpxuc0uzIzHWA6kIxoq1516Sn4PYkNLnCSb9bPETGS/jpgFbwBkMF7Zv8sVOnTjJYWeEYA1HEtYAoksykVtp99wOhsMSjAb20kPHjlmRpPodW7a6DZsal91CvJRMWzwfB7kIAQuf/SXNv9NvQhHIk4y6l7N5QRIUoRRoRsjQRbgCmivmA6xgDqHCCYk3Jmv+S92cEjDPnG+IHt7pS5csdpX9RBHKJVpjGGAPwdA12FFhViG2wCShKRlZmYKbFUbyh7D2Zdh6ex8J9ovtxMnP7PKZkzZm7HhLXLnGbqekeco8z3yEBub/QkNAII6SrGcwUqTdA25hkvArQKNy50Gqm4MoEwfBBE4I4WMugYwfaIdYB8KAOOc47FG+bPJkarqiOXp2H2AAuHtk7Ci3+eNbwLMhxHFxUxy28ODHHvyf3vm5h9uQPpI1/kV7+nW355ZghggHFRZp7DJy8922MdZzTyLyAwgB0IW2hxDZ+0H5RS/9wPFcvHzJvTR/99d+Q0i3y7LKi92ONnsGKssg7ii4PqppTG641+ceyKvftKDXp1eieuFQQRhA9nzHbODwifFsFteYJGQHF08X4b3+Xv+BgAN7BDbcod4XNqu4aVPdnnkj5X6AYIR0A4kqAGlePibWjucy3sg8/BF6kWLq6PmzroYmwH60DgBEnDUmZ2SoVqUxx2ZJN+39rbZ++xqbSjpC9eX98T1P1Huku068kbU2eFVe/v+0d25PXlXZHd/NACKgwMQrICKI4CCMyE1ucqkZJ05NktGa+OBjKpW85CF/wTykKlYetKzyyZRTMyZG0RGUm0qDigMNNLeGbpq+AQ10c5Vu6Ubk2g35fr77t7tP/+iGmEoCRc76df/O+Z2zL2uvfVlr7b322rt2hPOiKVpVXeMBD75TxGw4hgrDF+rp8OGmsOyrtV4nnKSBhrRYn1r68bJwqaPThxpP1KBqK+bOq2ZelQ21diAOXVOROOwXafxcW3uYJK0DS08PEEItWR3uqqwOK78qDW3SGvD9i9co9nZhWIGhC0YOeMfhfEo0EAYM8HxQDGKK0hwu+t8tjYKpf9bH2HaBEEQ53LlNjW5AcDN2VIi+CIeEPmH8ODGPn6hMI9wuwBMGiPcmM0rVFUZdlXU11p5hIEyzMjWGT1iEQtZfmcbC2hChiUHM2RQAYWiXNAUcB3D6Bjgj3IHnJQ2MTH1BvyEafDmlH+MLcMSKG4MxlgoGa4BrPnXSdZusy6lzSrV89QofwD5X2uHAftF7S2oPfDO9vmFbeTh8rMkCDMdxoX3APOl3TUebLUCwVsqVtDZuLvPSg6e2RVc0Va4jFBchiUH1/Plz4Wz72TDzmWmmZaxZaS9XOsI6Mb/KumoPxg1iskzZ3zfizyJxBay13iMG5G07AvAg38kTJ4mOE7yGBx3dtvX+9Lct4Y8rVnrp5MVf/soDu9sUkXWlncM4mCXiHF1mlTi8u1WCIvsfKS8kwTczRk68O6F2Pvvp6P85rndH9IgLYCG9Yu3nYbtod/JQfRg3fmKYu2CJAvULozQmJVeS4MjYCJ7QL94zvqQxIH6nOgF4TxtkLGBNsmv2Q0EIhQD09eYtoXrfvjBnxkwz08PHm9XmB9vm4u2l74VT0gyxXkYQu/feoV7GACfGytgPoqewhAsJJ8YHbdGqyZt6RUhGkINI4E84tgde/O6cvUQVKN0F2bLcaritGSYVgdaBkcOXW8vMHJDsqAwaGvvhznzbpgadjiKKcGMCx3RhVniXeFBS4N6aGu+vQ5NjvWFHVVWorK2xlx86iyuWqLpai+VWabixklehfuNAHZ+ZUerKP+shbF/413ffCXsa6sLPFi0O0zUoR888pBYbfQKnry+/0hcNECMfHCtjtMFazrm2NlvRYYEGIBkzXYhHEqZz0aRsYKBO0oWnAA9BNbW11hSQ8jgMG+MZn06v9LJ0hE5YfVpDEANJaSSwxqo8/n3ZB5JQ94b7JUHiEKF6X7UH5ebmZtG22oPeY9ZycHgdO707adkmrx1PlpSOWAGDw2/n2JGjws+XLFH4IeG789+bHuulcVZWV1s7YtqPNCjXIHV+DDZwX8bgH7cEqLwa3a9c7gwHNh0K6z/dElrOnXTbeWfp0nBcGhvuvpgtgMFCx8QAmYJijyr3SOPQ97f//E+h5fuz4clJk8JQaUVYvBbTogeoPTDdnbauAKSHhuDlBH321dfbcnnQwEH294uEjuepvYf2hzXr1obv2r7zkUr4UuY8TTR6xEToxLYDH4VVwMHf1LEaINOOs2ZMV31O8JKCtV+FOyc6rpTmwswKQgHTtpwyMkTM8UdKgHSZZuRA7627d4Xla9c4XdapSQdaM2BPFKNmnZXDqgmQbVsA3o1w0NDW0hLYuM9RcQyyOKpAGHjt7bft4J8DFfCNSjuBMTE9iHAE0LfOSthaX745NB5sNJMkDNbRlIfj2MrKt1mzxkL0K2mDTA/iTeg/PvogHDx6JMyfOdsDMX2AK7i6jylPlmJqGg+G82K29NPswc2UBUMYlhwQ5GAau/fV2OoVS9jIBGAOkWZwPTbsv/raa8q3yRvzMUpk7KBOFDjUNewPx44ds7crBAXygFkiKKU8oRFLIiWiU8fFi2HiU1PD/IVLwhMSNKNns+hKMoXviFmb/mxrwWZij/oa4zP1WFwvCRij7J+We8WnRbHUwRFxs2bMsOEg09HLPlttpwdTJk0O7y/7ow265s+e7UjgAdP1FDZl4aNrYtoAWfO8NxBmHpccl3hKk+UUXIim4++uXO6w8NHX9PWtgtt+SpaGPGL4sPDoAw9bK0O6BFfWdz76dFXYrM49VYMfUktfjaQHFN7DCNmqgKTz5BOTfPwRi/u4mqrQoFIrpoI2w/oUrYDmQNTjp077zDe0BFLCErZVEi2u+e5BGicQePitbnVpFxOpbTrkBfOK8u3hzEUxAYXBGMWdmVZWwIsywGDp6DhAb20/44V3kqORcm7egrnz7DuXQ6djPtIeJFh8tOITH4aM1eFgMVglbnqkRskVOkE7DEP6q+Gzdjvtp1OlWT9sCTALxGFAiSe7KJ8CjgnIGybHtpL9NfVh0bx5PoeTsxZZn+AIKtYG1TukAdTZCpb8KfA9klIXzp3vg5JTqhjOcGrIWAkuV6RV4qlp9RfrNFg+6i0ac3FBeH8ccMANJgROTG8xkAKmn2iH9erOd6rCnn88EfqVDgljZjwQXvz7P7dF7mXhzD4/NtbT+UknDiQkF+nVea3Ta0eNx46GUaNHhgFivjBlT0kXwvUF2GP+9l9eVTs5YY0iOdoAiNem9rCtusoCzrfSPPBrvLdmX3j6aWngnKV54bLp8NYffue9xmxlQpDjMHUMz6KGoPoU3ghwLrPrR39qSzDXJJgAvMe6d9vOqPkjAO3W4LqqdG1ok+AFIyJ+u5jqtj0Vthwfw95g1SFLA13MRP/YA3DgeaST0vY15gMg1LK+P3PadB+tVVFdqQH/UU+FQru7SgbY6T/aNu0TYBqTQ71jHxMbUmUgwDTW7fda9ZhHRtvI5PfLP7QxFjM0G7ZuCucuX5QWe1+YN31WWDhvvgUmThUZJdzHSSggdc7ebGU7in4gRPKQvE6rH7MWjHOAZ6ZMNfNNAPMaLcbBDERj05GwQoJGa9u3tinAWvvo6VNh4/bycNfgQd6bi0ZMe8cKfbS0atb1aJPQBbuFiWoDi9XWmSkyqI6uIqX4fRTCEUroz8+KKf3yV78Os+YsCEOHxel+2miicddVaaDR0XaJv1Pj4MrPPrW3JoQczyrQP4qA2MQlTbaWfC96kiazLKwfMiZQVwfVTxgTOUVkuxSWkY+M8na0jz//TGmURM1a+SaBjPvoFJ+34Eb7jLgChKEdYkSFByG24DAGRwZZ4j32eMkCuSYJF6/97q3QofDMpiSXn7cD3LYMswshXZHMmR7zQbX60En798e/6rXw8Ij73LEZRFKlFBcmC7xPV4J5SoQ8FB/Teg5gflxMBJ+jWAxSUUyXYAjCusSyT9eEitp94RFJkezjw0Dl9++/5xMwMP9uUcdCc6EDgCu4bNj4p1CmwXFQvwFh7rPPhj1qgBwlxjoW3k0YqGmkHZKo0KhXrisNu6RNfbRyZdh7oCFMGDNGDAaXULGhw+TJgzJgYLR+y6bQcrY9nDhxMpRISuUkArQwBgo6B1pToglXplY5gZ01HIxWmF6Kbf16uvEsGzcL5M8giJ/XJc8tkHYz1Jagae2X0yxgkOU7d3rwZOCkMysmiVkLpFOljk2ngyHo4kGfE9nPMGUrQYntIEwbmrkV6tj4KD/HdpLcldjlGifV7KisCE3HG8KFEd+Hl159Pvz4oWEa4M6Hhob6gKcl1mmY8ofuzCjs2F1hjYe1Nfb5fvjJJ2G3hIEJotMvnv+FhQdl3p13ARCasjhB84elgbGJm+ndFNZh9GGvW5UYpqSC8LPnFkqrjhoXRm0DJRCOHfuoaTls+PBw4uQpMwu2wOzdXy8GhMZ+n98jz5MejhKWrlge2tvPem2R/MgrAZvv0egRpObNmuM2ji/X8h07wxOPPeZBCQyZ8ty+CwcY7Z7OZS2T9dqUHrYCBPTsisL3qIcC8Jy+yOBZLgZdr/aL5jJEmjRHSrGFY7yYJX0XJwNVDbXu1zBIIyFg6wP7GRcvWOA9iBekcbWeaQ0bN27xSUQ4JLhy+UpoEdNjffZ+tanSzV+HWuLMe87LFyVCgDyaTx4P73yw1O2KaXeyoC9Nl3DywLARartP2uo+CQUADPuq1F+EJmwRmKpGEGSmhJLvq60LW3ftktbYHDZW7PJebfZ9whg7RAvW1dMeUAzHmk8c87avtA6KM5U1EgSxoMf63u1KkGrsR6LHgAHROYcFagHaORbcjIX0EwTpcgk3A6Vh47OXdVLWFrH8HyUhBwO/bJmywGwUlsOflJaGr8X4cWQy8qEHjG+nsoNB0W45JpF5DTS9S+o3nBf8xVcbLMTVHD4QvlE9sT0lGUTpyw74l0uRYRWbXQzF0CK8y3bsCGVlm2w8OVxKhEuu6H+S5o/RGcx4b1W1hX77mM20r1sNt7WGmTpjnAbp+U8jQyJ7XESPEncE3t0IitOxhkEc/cV84nQDDAmgEW3autXrhhxtxPaMEklms3CUIEmZ9ZCWlm/CBWkNdOyKvfssqXHWZcQFJnyXBv6WMEcDB+dOsvdspLSG5qNHw/srV4gBIkWGsKVihwbwznDgwMFQWVkZSvr3C50XL4XnFy3xoGI8hQ9MI+F/8uQ3dqfFAMK2iqtqsByYi+eVf5NEzhokFr/EA4hDWljHsTaSLGMjrj0h5ZH+s9D1vHAfNZqorWXDQj8kxjZpL6yR2rsOYfio0ISlA4MfBiCrNJAcO33a08oYUXAmpw15nF9MM+Wd7uO77vcYGR3RwDFpirTcRQ+G+X83I0yc/LilfjRpDDQ4maFD0m41U6NVVaFu//7QeOhInEbUwLZ09apwTlrqYEnAC+cjDPQ08qJcAAYue8VUsQBmkERLJ5+Roi0DqPErgO/1x5Qu65L4YMUwBI2PaWHocv7CRZv3s0Z9ugUPU2fts5SZjoGK31/cGByjhSgMs5/3JJd++aUZ8fSp0+zxhj/aHtN1GLggVGEFjoYIQFPOjh0vhplwvHvw3V7DnzB2rGcyLJzoeSpz+gBdzwpxs5D6K2uEzzw11eupFoz0TDxM17jUwvaeHRW77Z6R2QhF8v9npetClZjSVQkUaGWrNnwRhkvzfumFF8KUyZOtbaPRPTt9hrcWdYgZ4k6v+UhzPILL40HEAW9T9Q11ot/9Xp+FJmCMZsNmf+Jfx1hAQx/w5B1CFNoQ9AA/PGTdK0Y18+lnQmXVHt/jGQcvRx9IyGq/cC6MVhg01Z1VlaFCfRmLZtYGSYPtGByZ1qp6nSVN3NqY0k3jT7ySVWxnCGRvSShnP/fsn07zM/xas0wVLl7xYQIsd4yToPW46g7HK3Empw9QfJyCsK2EafHxYx5R+4uHWXtrj/OP+GBUiXEZhlHgj6EcHqtaNebBLNmSgiBAeKiGUxcOVT+lslE/CVJ/YWmp8/Ll8BP1jcfGjPVWHWjS0XlFgs2H0jzbw8I5c8ICKRZe70XrvI2gL4ZZogLGEmbgjTfesNXnK6+8UnhyZwMkgAjsNcKUGqtXLFjdcfTODZpw+rBG03j4SDh+/ER4UkyRLR2JpCmdyCb0W19oNmgETP8yiJ+RNripfLMG5+e8ngMT3C4Naawa8m/+4q+cjgewQr4J0I5oZAzybF0hA6R7nv3h/XfFGCaGF5Y8H65F5cCDwP8VuNz6r1fnrpMUjlRPWZMGmoAwAI7FV5d+HgaIGfxcmhdWwRQ1Uu3mkNKBAbN9h87GoKUXpj2zCYl2SOlMcaIFceYo062jHhplS2nWi/BFyikVi6TlICj1gJiN65GtCWu+XO99gq+8+JIPz81ORfUGCU+guOPhxeft9961sQX+MydI+2PggRZI8pSFOMQildQG2VjO+ugISex+BjNVoM7Oa96/2nAQ7WtB4AxGoDjfhBMXp3/jIvQJ3en0bKddQNq6dOo99c0/gi9Mya/1wUoWQ5nJGpw56Wbpyo9tBPbXf/nrXtMkL7YroDWzDcXTumjDcGcBVpgUjDaA0VSveP0XgbxS2biev3Ip3N1/oPsVbY62zv5XrKx5hqUtjtTZ0M+MC32YtlffeDBwqDTTvp7OROAs5JEF8uD9ex8v9xjxD3/zt84b7zt4UkL4w7qdyC6twitAr2l1AXhfuBBOt7Z6jdZbtyzw3mR8UNL0LaaCI86iKHkRUWCaiOZ40WJLkQ/9L0Cim6GAHFgmWrKuWlFRaeY75amCs5ACpPRvB0AoPqM2WYxTzjAFUIA1uggiUPy7DhKp+I7vrw+bwvQgdCECr9ij1X62XUxvqLcAXJS2wFw/C/5MC7lR0Uhh1hkgCTe6+NP4aljQc33c+PVbRTDDVODi+P9bUNx8sr+QXLNAuSgfcdA8EAK6HdEX0ewG4DzJKBOcZwwCrAundEwv6Kkre7+gPT540/okkJJJ5biObs6Kabtr4bAYLlsfxkmDYTbhZjROaQLFZUNbQivhqCVxXhtd4YfX2BiheKtE/N7tU/cIIX6WwhUg5eRHDHTKj/ssjgkfD2D6OEQmjR8C2bL1Bqmes9D1G9x0T/70OtoJU6lHmpu8PIJA0Gf6whdSEIe6dlqZF9S1GSnP/5tlA9yvxBTAg3ZlwUQfa4liIM4aHMnDWcf74nqOAXqWpThM6hcRSrw2nlqoYxa+YpkKzMeZ8fwGoHCg6LouxItxolbZF8TsCKswhbwTOG/w0KOrBRS6cY/vE6T7hLfLyQO1SZhxepeF4t+3Cm7KMBMhuL7++uv2ErJ48WIHutPBJIAKok1XdUMPLkwx6a5App5ANAXKkrSQTHcDKdA0ET6lwk+SdMPTU7/XAwa4lFeKA/DMj9Mj91gwK/zUPx3Y+OjrZtrP/xRk6eI7fcWiFDpWpgy90YNCGfeisDeClKfj+a4bGDAZDLJ5pHAeOHztjpWec8d9FgfnAn6F/ADjqavTctju8L1BiltctjjY648KK+SfcvGThH98ZYhpFR74L77IDtYJOxg8dCjON1sWoPj9D4FiugDZ8nLv35ksEs4JeM8z7ArcmomuS4pfDK4rkuS9fptxMvgW8lekLlyA7P0PAfLpgbpusr/BGlEERgoe9GMCxPEghkr4FZejGKf03rQgPK+pU57pN+eGOslM2gluVL7r0o2//MfvvuI6HoH1unDpAX4mnOxHVmGLBUfiW3DRfTYP3/POP/RHQgXoC5dbBS+//LJ5YDFePRhmuq5duzaUlZXZUqyn9JNDDjnkkEMOdy7A79ge9Oabb14nDHQxTMCSmgDvDlgZZiFnmjnkkEMOOdzpAK+DLaZj87K8rwfDzNx23afAOcPMIYcccsjhTofE+7jC9/pkmMWQIuSQQw455JDD/yfojf/dkGHmkEMOOeSQQw4Req5o5pBDDjnkkEMOvULOMHPIIYcccsjhphDCfwLyfNw5ByAY3gAAAABJRU5ErkJggg==" } }, "cell_type": "markdown", "metadata": {}, "source": [ "![image-2.png](attachment:image-2.png)\n", "\n", "\n", "Matthew J. Varga, Yiben Fu, Spencer Loggia, Osman N. Yogurtcu, Margaret E. Johnson, NERDSS: A Nonequilibrium Simulator for Multibody Self-Assembly at the Cellular Scale, Biophysical Journal, Volume 118, Issue 12, 2020, Pages 3026-3040, ISSN 0006-3495, https://doi.org/10.1016/j.bpj.2020.05.002." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Library Installation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ioNERDSS library in uploaded onto the official Python Package Index (https://pypi.org/project/ioNERDSS/), where all information about this package can be found." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Run the following code in command line to install ioNERDSS from PyPi library:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: ioNERDSS in /home/yufengdu/.local/lib/python3.11/site-packages (1.0.15)\n", "Requirement already satisfied: matplotlib in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (3.7.1)\n", "Requirement already satisfied: numpy in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (1.24.3)\n", "Requirement already satisfied: pandas in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (1.5.3)\n", "Requirement already satisfied: seaborn in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (0.12.2)\n", "Requirement already satisfied: tqdm in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (4.65.0)\n", "Requirement already satisfied: contourpy>=1.0.1 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (1.0.5)\n", "Requirement already satisfied: cycler>=0.10 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (0.11.0)\n", "Requirement already satisfied: fonttools>=4.22.0 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (4.25.0)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (1.4.4)\n", "Requirement already satisfied: packaging>=20.0 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (23.0)\n", "Requirement already satisfied: pillow>=6.2.0 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (9.4.0)\n", "Requirement already satisfied: pyparsing>=2.3.1 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (3.0.9)\n", "Requirement already satisfied: python-dateutil>=2.7 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (2.8.2)\n", "Requirement already satisfied: pytz>=2020.1 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from pandas->ioNERDSS) (2022.7)\n", "Requirement already satisfied: six>=1.5 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from python-dateutil>=2.7->matplotlib->ioNERDSS) (1.16.0)\n" ] } ], "source": [ "!pip install ioNERDSS" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If ioNERDSS is already installed, to upgrade ioNERDSS, run the following code in command line:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: ioNERDSS in /home/yufengdu/anaconda3/lib/python3.11/site-packages (1.0.22)\n", "Collecting ioNERDSS\n", " Using cached ioNERDSS-1.0.23.tar.gz (127 kB)\n", " Preparing metadata (setup.py) ... \u001b[?25ldone\n", "\u001b[?25hRequirement already satisfied: numpy in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (1.24.3)\n", "Requirement already satisfied: pandas in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (1.5.3)\n", "Requirement already satisfied: matplotlib in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (3.7.1)\n", "Requirement already satisfied: seaborn in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (0.12.2)\n", "Requirement already satisfied: tqdm in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from ioNERDSS) (4.65.0)\n", "INFO: pip is looking at multiple versions of ionerdss to determine which version is compatible with other requirements. This could take a while.\n", "Requirement already satisfied: contourpy>=1.0.1 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (1.0.5)\n", "Requirement already satisfied: cycler>=0.10 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (0.11.0)\n", "Requirement already satisfied: fonttools>=4.22.0 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (4.25.0)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (1.4.4)\n", "Requirement already satisfied: packaging>=20.0 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (23.0)\n", "Requirement already satisfied: pillow>=6.2.0 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (9.4.0)\n", "Requirement already satisfied: pyparsing>=2.3.1 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (3.0.9)\n", "Requirement already satisfied: python-dateutil>=2.7 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from matplotlib->ioNERDSS) (2.8.2)\n", "Requirement already satisfied: pytz>=2020.1 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from pandas->ioNERDSS) (2022.7)\n", "Requirement already satisfied: six>=1.5 in /home/yufengdu/anaconda3/lib/python3.11/site-packages (from python-dateutil>=2.7->matplotlib->ioNERDSS) (1.16.0)\n" ] } ], "source": [ "!pip install --upgrade ioNERDSS" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2.Generating NERDSS input files using ioNERDSS\n", "\n", "Ready-to-go .mol and .inp files for this simulation are provided in the tutorial folder **\"/ReadyToGoInputFiles\"**. This tutorial will also guide you through how to generate these files from scratch with ioNERDSS." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1 .mol files\n", "The .mol files keep track the parameters of each kind of molecule involved in the simulation. For more information, please refer to the NERDSS user guide in the NERDSS github repository. (https://github.com/mjohn218/NERDSS)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 2.1.1 Clathrin\n", "Each clathrin trimer has a COM and three leg binding sites rotated 120 degrees relative to each other, and each leg binding site is 10 nm from the center such that when dimerized, the centers are 21 nm apart. For binding to adapter proteins, each clathrin trimer includes three more leg sites, which locate directly below the legs (π/4.656 angle between the self-binding leg and ap binding leg)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the above information, the coordinates of the binding sites of clathrin relative to its center of mass are (unit = nm):\n", "- cd1 3.0000 5.1962 0.0000\n", "- cd2 3.0000 -5.1962 0.0000\n", "- cd3 -6.0000 0.0000 0.0000\n", "- td1 1.8750 3.2476 -3.0000\n", "- td2 1.8750 -3.2476 -3.0000\n", "- td3 -3.7500 0.0000 -3.0000" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first three are self-binding sites and the last three are ap-binding sites." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The translational diffusion constants and rotational diffusion constants of clathrin we will use are Dt = [13, 13, 13] (unit = um2/s), Dr = [0.03, 0.03, 0.03] (unit = rad2/us)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To incorporate this molecule in the simulation, let's generate a .mol file using the gui." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "ename": "TclError", "evalue": "couldn't connect to display \"172.28.16.1:0\"", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mTclError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[4], line 8\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# Note: Please only run this cell if you are using VSCode Jupyter Notebook extension.\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;66;03m# If you are viewing this tutorial in a web browser, instead of running this cell, please copy and paste the\u001b[39;00m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;66;03m# contents in this cell into a .py file and run it there.\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \n\u001b[1;32m 5\u001b[0m \u001b[38;5;66;03m# If you are viewing this tutorial in a web browser and ran this cell, the gui will likely not shown properly\u001b[39;00m\n\u001b[1;32m 6\u001b[0m \u001b[38;5;66;03m# and later codes will be blocked. In that case, restart kernal.\u001b[39;00m\n\u001b[0;32m----> 8\u001b[0m io\u001b[38;5;241m.\u001b[39mgui()\n", "File \u001b[0;32m~/anaconda3/lib/python3.11/site-packages/ioNERDSS/functions/gui.py:1203\u001b[0m, in \u001b[0;36mgui\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1200\u001b[0m selected_site \u001b[38;5;241m=\u001b[39m product2_site\u001b[38;5;241m.\u001b[39mget()\n\u001b[1;32m 1201\u001b[0m update_reaction_state_options(selected_site, product2_state)\n\u001b[0;32m-> 1203\u001b[0m root \u001b[38;5;241m=\u001b[39m tk\u001b[38;5;241m.\u001b[39mTk()\n\u001b[1;32m 1204\u001b[0m root\u001b[38;5;241m.\u001b[39mtitle(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSimulation Parameters\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 1206\u001b[0m \u001b[38;5;66;03m# Create a tabbed interface\u001b[39;00m\n", "File \u001b[0;32m~/anaconda3/lib/python3.11/tkinter/__init__.py:2326\u001b[0m, in \u001b[0;36mTk.__init__\u001b[0;34m(self, screenName, baseName, className, useTk, sync, use)\u001b[0m\n\u001b[1;32m 2324\u001b[0m baseName \u001b[38;5;241m=\u001b[39m baseName \u001b[38;5;241m+\u001b[39m ext\n\u001b[1;32m 2325\u001b[0m interactive \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[0;32m-> 2326\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtk \u001b[38;5;241m=\u001b[39m _tkinter\u001b[38;5;241m.\u001b[39mcreate(screenName, baseName, className, interactive, wantobjects, useTk, sync, use)\n\u001b[1;32m 2327\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m useTk:\n\u001b[1;32m 2328\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_loadtk()\n", "\u001b[0;31mTclError\u001b[0m: couldn't connect to display \"172.28.16.1:0\"" ] } ], "source": [ "# Note: Please only run this cell if you are using VSCode Jupyter Notebook extension.\n", "# The gui will not work if being run in a web browser Jupyter Notebook viewer. In this case. instead of running this cell\n", "# directly, please copy and paste the contents in this cell into a .py file and run it there.\n", "\n", "# If this cell is run in a web browser Jupyter Notebook viewer, the gui will likely not shown properly\n", "# and later codes will be blocked from being processed. In that case, restart kernal.\n", "import ionerdss as io\n", "io.gui()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Run the code above to bring up the gui, go the the ``Molecules`` tab, fill in the information as shown in the image below, and click ``\"Add Molecule\"``. A ``\"ap2.mol\"`` will be generated in the current directory.\n", "\n", "\n", "Note: Do not close the gui after finished for now as it will need the molecule information stored later." ] }, { "attachments": { "image-2.png": { "image/png": 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ZlO/88893f/75pzc3v/rLWsYof/31lzvttNPcqquu6ho0aOA22GADN378eG9udTfccIPbdNNN3RJLLGGvHzBggPvjjz9sHut+9tln3XHHHefq1avnmjRpYtNFRERqKwXiRERERKQobr75ZnfwwQe7F1980R1xxBFu4MCBFvRivC8CKaeeeqp77733LHCC4cOHu8mTJ7tLL73UjRs3zm2zzTbusMMOqxb0uemmm1yvXr0scMV4alGuv/56t9VWW7k77rjDrbPOOu6EE05wZ599tjv22GOtO+z7779fLYh37rnnuhdeeMGNHDnS3Xrrre67776zQE4uSeUkKHXXXXdZYOmBBx5wJ598slt00UVtXlZp6iQsV72DoBnP77//ftsPLPvaa6+1eb6s9ZdURt6z+eab2/+5EAhlvZdddpl766233NChQ3PWGUE7Aohvvvmmu+WWW9zjjz/uLrroIpvHthPYpSxz5sxxX331lU0XERGprRSIExEREZFU7rnnnhpjxE2ZMsWb69zuu+9uWWZkJpFpRQCFwFsUAkVkOhFgIWiz2mqrWVbXCiusUC2jq0OHDjYG2EILLeQWX3xxb2p1DO5/4IEHuubNm7ujjjrKffzxxxa8I2OLLK/9999/bjl//vlnyxIbPHiwlZVMLII6BPoICIUllfO3336zwNMZZ5zhdtllF5vfpk0bW3dWaeskLK7e9913X6u/Zs2a2WsIrj388MM2z5el/tKUcaWVVrJMuVwI2JFBeMUVV1i23tprr+06derkOnbs6L2iusMPP9zawZprrml1S5Dwzjvv9OaKiIhUFgXiRERERCSVqDHiNtpoI2+uc6uvvrr3n7Og0DLLLGPZZlE+/fRT6yJJECkY2HvnnXfcF1984b3KWZAmyfrrr+/959zyyy9vf4PTCBL55fjss88sS4yurj66Oy633HLuo48+8qbMk1TOTz75xMau23LLLb135C9tnYTF1TvdTHv37m1BOJZFN9Nw1liW+ktTRgJq4ay7IDLsZs6caQHANMhe3GmnnawbNNu31157uc8//9ybKyIiUlkUiBMRERGRVKLGiAtmqZG1Fvb33397/1VHJhnItCJ7K/hgTDjfYost5v2X2yKLLOL9VxWIQnharnIkSSon3SHjlKJOwnKtgwChP77eQw895N5++23rDhq+6UWW+su3jEFJdRZEwG633Xaz7q+Un2y/xx57TDfuEBGRiqVAnIiIiIiUHON/kYnmYyyyhRdeOLbLZSnQlZL1vvrqq94UZ9lV3377rVtrrbW8KfMklZPukmyb33UzjCyuH374wXvm3PTp06vdLCGo2HXCdpHJxrhxZLqx7Kw3VQgrRhnpAlu/fn331FNPeVNyI0vxm2++caeccordiIF1v/baa97cKiwr2LZERERqMwXiRERERCSVH3/80bogBh9ff/21NzceY5QxDht3J2U5Sy21lOvRo4fdSZUbCRA0Ijh24YUXug8++MB7V/E1atTI7gbKOGOUhyyrE0880e44uuGGG3qvmiepnGQE0vXzrLPOspsI0D1z0qRJbuLEifZ+uqzShZex1XjwvqgMNhS7ThirrWHDhnODZixj9OjR9n++0pSRMegY1y2XJZdc0saqY2w56oYx6R599NEaY9dhlVVWsTomow/sL24WEbTGGmtYnU+bNi1nV2gREZHaQoE4EREREUllwoQJNj5X8BE3FljQoYceatlgjDPXuXNnm8bdRbkTKnfMZFyx/v37W2Za48aNbX6pkF3FjQb69OljNylgfdx1M5ekcnLHVerizDPPtJsOcCMDP0PLz0ZjPLQ999zT7bzzzrHdbYtZJ0sssYTdiOLiiy+2mxxwV9e03UfjJJWR4Gww4zDKOeecYzeEYMw6ujhTh1FZbQROuXPuSSedZMFcAnysP+j444+3sf/ITuTmGyIiIrVZvTn/mDp1qvdURERERESk+OiKWoxAoIiILLj4UY87oFeqMWPGKCNORERERERERESkHBSIExERERERERERKQMF4kRERERERERERMpAgTgREREREREREZEy0M0aRERERESk5LhZQ5cuXbxnIiIi+an0mzUoECciIiIiIiIiIlJiumuqiIiIiIiIiIhImSgjTkRERERESo6uqSIiIoVq166d91/lUddUEREREREpCwJx//73v71nIiIi2U2fPr3ix4hT11QREREREREREZEyUCBORERERERERESkDBSIExERERFZQHXr1s3dfPPN3jMREREpNQXiRERERKTk+vXr59Zbb70aj1GjRnmviNe9e3d34403es+k0o0fP97tsssurnHjxq5evXruiy++8OZU+fbbb92hhx7qmjRp4pZcckm37777uhkzZnhznRsyZIjbYostbF7Tpk3dYYcd5v73v/95c0VERGovBeJEREREpCzat2/v7r333mqPrl27enNLb9asWd5/Uipp6/jXX391bdq0caeffro3pbqDDjrIvfrqq+7uu+92zz77rPvtt9/cPvvs48117vbbb7fg7AMPPOAuu+wyN2HCBNejRw9vroiISO2lQJyIiIiIlMXSSy/tWrRoUe2x7LLL2jy6SI4YMcIdeeSRbrPNNnO77rqre+aZZ2ze8ccf715++WV33nnnWRbddtttZ9Nnz57tLrnkErfDDju41q1bu549e7p3333X5oFlDhs2zO7Uuckmm7jrrrvOmzMPy+A1bdu2dS1btnSdO3e2oA5+//13N2jQIMu8YvmULZiVxfKHDh1qmVtbb72122mnndwTTzxh8+ju2aFDB/vfN3PmTFvWk08+6U2pLq4OsOOOO7pHHnnEe1aFcr300kv2P++/6qqrXP/+/d3GG29s2/LGG29Yney99972WjITf/nlF3u976effrJ18p7gNqAYdRzlgAMOcIMHD7blhv3444/uoYcechdffLHbdtttrVxs18SJE92LL75or+HvgAEDbL8RoLvooovc448/bvtMRESkNlMgTkRERERqBYJXBx98sAVZjjjiCDdw4EALrNANcdNNN3Wnnnqqe++99yxDCsOHD3eTJ092l156qRs3bpzbZpttrItiMNB00003uV69elmwiiyrMIJMd911lzvttNMsu+rkk092iy66qM0799xz3QsvvOBGjhzpbr31Vvfdd9+54447zub5KHPfvn3dc889Z+899thj3bRp01yXLl3cl19+6V5//XXvlc4CcCybTLBcctVBWtdff73baqut3B133OHWWWcdd8IJJ7izzz7bykXX3vfff79GsIznBLzoLkrAjkAe24B86pj1bL755t7c7AhYYvHFF7e/WGKJJezvf//7X/sbRjCxUaNGrkGDBt4UERGR2kmBOBEREREpi3vuuafGGHFTpkzx5jq3++67W8YYY4aRafXXX39Z4C0KwakbbrjBnX/++Rb0WW211Syra4UVVqiWRUZW2vbbb+8WWmihaoEd0N2RoNEZZ5xh45WxDIJkZGn9/PPP1i2SrC3KtMEGG1jWFcGmt956y1uCczvvvLPNB8sgYDh27FjL/qMr7n333WfzQFfc3XbbzS288MLelJqy1EGUdu3auQMPPNA1b97cHXXUUe7jjz+2IBnbRGbZ/vvvX63OQeCObp1sPxlzZCqyDfnW8UorrWTZc/li+a1atbJA6Pfff2/lYD/gq6++sr9B7Cv2DQFR6k1ERKQ2UyBORERERMoiaoy4jTbayJvr3Oqrr+795yygsswyy1gWWpRPP/3U/fnnnxa4Cgb23nnnnWoD/6+99trefzV98sknNqbZlltu6U2Z57PPPrNumXS39K266qpuueWWcx999JE3xdk6g3juz2f8O7LsCKYRUCJ4tddee9m8XLLUQZT111/f+8+55Zdf3v4GpxHkCi+PoFcQATu2Id867tixo7v22mu9Z/m57bbb3PTp062+yXSjzGuuuaYF+4IoH1l87JuzzjrLmyoiIlJ7KRAnIiIiImURNUZcMEstHGTB33//7f1XHdlsILuLjLHgg/HKfIsttpj3X01z5szx/stf+OYEwedk15H9RgDu/vvvt0DShhtu6M2NFlcHaepnkUUW8f6rCuQhPC1Xnfr8eilGHeeLDESyDwnAMS4f3Wfp6rvGGmt4r6jqwkqw848//rBus/Xr1/fmiIiI1F4KxImIiIhIrcfYamSo+Rj/zA9y5YvAGMsNd9UE3TBZPnfu9H3++efu22+/dWuttZY3xVUbAw6vvfba3Pm8f88997QgEV1Uk7LhknBjix9++MF75ixjjIywQoW3gedsQzHquFBkBLLdjEPH/ifbDgTh6LpLoI6sw3C3YxERkdpKgTgRERERKQvuhkm3xuDj66+/9ubGa9asmWVIkR3FcpZaaikb14w7qZJtRpCMoNmFF17oPvjgA+9d8Qje9O7d27o0csdNultOmjTJ7s5Jd0i6PHKjA9b79ttvuxNPPNHuZhrMauNmDtxggfVffvnlli223377eXOruqc+9thj9v499tjDm5ofutDSnZcx03iwrVFZclk9//zz7pZbbrFt4MYUlJVtyLeOH374YXf44Yd7z6IRUGRZU6dOteesk+f+TSDuvPNO657KjTm4M+0xxxzjTjrpJLfKKqtYxh77hjvpXnDBBe7DDz+09/Lwb/QgIiJSWykQJyIiIiJlMWHCBMsKCz7SjiV26KGHWgYY48x17tzZpnGXUu7SSaCGTCnu9knGWuPGjW1+GtwFlXKceeaZrlOnTnZjAj/z7pRTTrGbFPTp08dugMByuXtoEOUiWMRNGLi5w7Bhw1zTpk29uc6tu+66Nq4adxtdccUVvan54S6qjPvGDRnItONGEcXoFso2EIBkGwiABbchnzomuEpQLA7BOsbfI9AHbvjAc+4WCwJq1P+OO+5owcFzzjnHHiALkMAg7YH5vM9/MLafiIhIbVZvzj/8X6JERERERCQdukby6NmzpzelJsZjI3g4cOBA16VLF2/qgumpp56qNraciIhIVvwIw92yK9WYMWOUESciIiIiUgqMXzZq1CjL4CLjS0RERESBOBERERGREiATjrt9Ms6c7ugpIiIiUNdUEREREREpOXVNFRGRQqlrqoiIiIiIiIiIiKSijDgRERERESk5MuIW9BtWiIhI4So9I06BOBERERERERERkRJT11QREREREREREZEyUUaciIiIiIiUHF1TRURECtWuXTvvv8qjrqkiIiIiIlIWumuqiIgUSndNFRERERERERERkVQUiBMRERERERERESkDBeJERESkqA466CA3atQo71nxhZf/+++/uyOPPNK1bt3aHlJTt27d3M033+w9K41S7/dKlKZOaLNTpkzxnmWX9P733nvP7bLLLm727NnelOLq27evu+eee7xnIiIikkSBOBERqQj9+vVz6623Xo1H2gv/7t27uxtvvNF7JsWqj6jl7LDDDq558+bes+ILL3/cuHHuww8/dA8++KCbOHGiN1XKrdT7PU5tPb7nZ534Lr30UnfIIYe4hRde2JsSz/+svf76670pVWbNmuW22morm/fmm296U5074ogj3GWXXVayQJ+IiEhdo0CciIhUjPbt27t777232qNr167e3NLjQnRBku/2Mhg7AYhSCS//888/d+uvv75r2rSpa9SokTdVSimqbZR6v5dbMY73+V0n06ZNc88++6zbbbfdvCnpNGnSxN13333esypPP/20a9CggfdsHjLy6tevb/NFREQkmQJxIiJSMZZeemnXokWLao9ll13W5tH1bsSIEdZFcbPNNnO77rqre+aZZ2ze8ccf715++WV33nnnWTbHdtttZ9PJ4LjkkkvsQpmLyZ49e7p3333X5oFlDhs2zC6mN9lkE3fdddd5c+ZhGbymbdu2rmXLlq5z585uwoQJNo8uk4MGDXJbbLGFLZ+yzZgxw+YhrsyIW3aasmetj6jtvfvuuy3YyToox/nnn+/+/PNPe32u5UR1HS2kHsKCyyd755prrnEPPfSQleHkk0+26WGF7qehQ4e6Qw891G299dZup512ck888YTNo7tnhw4d7H/fzJkzbVlPPvmkN6W6pO3dcccd3SOPPOI9q0K5XnrpJfuf91911VWuf//+buONN7ZteeONN2z/77333vZa6uWXX36x1/t++uknWyfvCW4DinEshPc720DZqO9tttnG2ksuSXUSt49ytcOwuP2IqG2MW+8NN9xg2xf0119/2Wv95YbrhLu8HXPMMa5Vq1Zu5513do8//rg3p0rSfkh6f9jDDz9s9c9npy+pfaFNmzYWxJs6dao3xdkPH3vssYf3rDpez7pEREQkmQJxIiJSZxAUOfjgg92LL75o3aUGDhxoF9JDhgxxm266qTv11FNtvCQyRDB8+HA3efJk67pF90aCBYcddli1AMZNN93kevXqZRepXFSHcdF81113udNOO8098MADFghadNFFbd65557rXnjhBTdy5Eh36623uu+++84dd9xxNs+Xq8yIW3aasmetD4S3l8AA77v//vvtfazz2muvtdfGLSeo0HqIwzIJrBAQoQwXXHCBN6e6YuwnxsJ67rnn7L3HHnusBSq6dOnivvzyS/f66697r3QWgGPZBCdyyXd7fXQbpJvgHXfc4dZZZx13wgknuLPPPtvKRRfN999/v0awjOfbbrutGz9+vAXsCOSxDSjGsRD0ww8/2DaxbQSLCFoRoIoTVydx+yhtO0Su/egLb2Pcejt16uQ++uijasEq1j1nzpycWXAsj27Ut9xyi9X5lVdeaYFbX9J+SHp/GAHKDTfc0HuWHu2XY8rPiiOIO2nSpJyBuI022sjW5aMNbr755t4zERERCVIgTkREKgYDgpPxEnwEBynffffd7WK/Xr16lt1CdgoX5lG4wCc4QIYXF4yrrbaaZbussMIK1TJxyHbafvvt3UILLeQWX3xxb2qV3377zS44zzjjDBsMnWUQfOEinMwVsskGDx5sZdpggw3cRRddZBf4b731lreE3GWOW3basmepD194e/fdd1973qxZM1sWgYssmS+F1kMxFGM/kX3EfLAMAj9jx461TCO6TAe78ZE5RFfAuDG5Ct3edu3auQMPPNDGHzvqqKPcxx9/bAEktomMt/3337/GAP4E7nr06GHbT8YcGaVsQzGOhbBvvvnG/f3331bPK620kh2rlClOrjpJu4/SyLUffcFtJAgdt162i+w9sjF9jFPIOuiqGUYwi+Da6aefbllqBMgIBrIeJO2HpPdHIcjI+/Ox11572frYjwSvKdPyyy/vza2O6ayLICSoG7LsREREpCYF4kREpGIQ8AiOD8eDTAzf6quv7v3n7GJ+mWWWsQyWKJ9++ql1seTiPxjYe+edd9wXX3zhvcq5tdde2/uvpk8++cTGkdpyyy29KfN89tlndoFMFzffqquu6pZbbjnLovHlKnPcstOWPUt9+MLbS5fH3r17WyCCdRDA+eqrr7y5yQqth2Ioxn5i24N47s+n6y6BCgJH33//vQVNCGLEKXR7GRPP5wdHgtMIvoSXR3fGIAJ2bEMxjoUwXkt908WUrqNk4fldmnPJVSdp91EacfsRwW1Ms14CrgTfQGYaXVLD3VV9/vKodx//s61I2g9J74/C8qKCgmkQSGvYsKH773//a4HmuDa92GKLWdl4oGPHjnMzZ0VERKQ6BeJERKRiRI0RF8zMIYsljGyOKGRJgawhsm6CD8aI8nGBmYuf/VGIXGWOW3basmepD19wewle+eNlkfXz9ttvW5fIYgxiH5ZPWdMqxn4Kb3PwOVlfZL8RgKML75prrpnYHTBue9PUxSKLLOL9VxW0QnhaUv359VKMYyGMbaAr7BVXXGHZUXSjpDvsH3/84b2iplK2AV/cfkSWbQQZdNwshGAZd+ylHeQaow7sF79LNHi9v91p9kPc+6MQzCSTLihLPRN8Yx/S1ZlMv1xYx5JLLlmtDYqIiEi03N/cIiIidQgXr362BhhXyw+e5IuAC8sNdwEE3cpY/quvvupNqbq757fffuvWWmstb0puccsuRtnD9RGF8pKRxHhdZF2xzuDA8UhaTqH1UAzF2E/BMeDw2muvzZ3P+/fcc0/rxpeUOZQGNyBhjDXf9OnTE7PJ0ghvA8/ZhmK0pygEfMiKY/w66oYsMjIss0qzj9K0Z8Ttx7A06yU7ji6/BKrJjCMDkPdEYXnUyQcffOBNcTbem1/upP2Q9P4oZEmGswaztC/aNWO/EXCMumOqj3UEMzJFREQkNwXiRESkYvz444+WeRJ8fP31197ceIxxxthO3PGQ5Sy11FI2XhZ3WiSLiQtsLrgvvPDCahe6ccjGo9vmWWedZQPS032MAc3JjGnUqJFlADGAPuslm+zEE0+0MaXSDJ4et+xilD1cH1HIZKJrmh8YYNmjR4+2/31Jyym0HoqhGPuJAfsZ6J+6vvzyyy1Lab/99vPmVnVPfeyxx+z9uQa0T4vgFd2uGTOMB/s1Luspreeff94G+WcbuPkAZWUbitGewgi4XX311Ra45RglUEU2F107s0qzj9K0ZyTtx6C0bYOuqNQbd+Glq2ou1DPdTrlzK5mBBL+4iYif0Zi0H5LeH4XsvFdeecV7ViVL+1pllVWs3TC+YhyCddwIxMc4kocffrj3TERERIIUiBMRkYrBhS7ZRsFH2nGIuLMmmR+MM+eP4cRA59wZkQtbxjTiLpJkuzRu3Njmp8EdFCnHmWeeaXdRZKB1P0PllFNOsQHO+/TpYwPrs1zuhphW3LILLXtUfYQtscQSNjj9xRdfbN0vueNosKsi0iyn0HoohkL3E9vJHTEJtDCA/7Bhw1zTpk29uc6tu+66Np4Xd7lcccUVvan58TMQuSEDGUl0CczaZTIK20AAkm248847q21DMY6FILopcmdS7oLKTREI4I4YMcI1adLEe0U2SfsoTTtE0n4MS9M2yBYj2EjA178RRC4cQ4zZxk01uOMu+ziYaZa0H5LeH9a2bVsbuzAYjMvavhgSIG4+d3TlTq8Eo33URzCTUEREROapN+cfwduui4iIiMg83MGTR8+ePb0pNTHGFkGggQMHWoBEap80+7EuYqw+svmGDBniTSmuLMt/6qmnagTzRUREsuCHN+6oXqnGjBmjjDgRERGRQjCO3qhRo6yrINlRIrUJgUfGn4sbS64QdF8fMGCA90xERESSKBAnIiIiUgAy4cgKYiwxug2K1Ca0SbrW5rqJRKG6d+8e271XREREqlPXVBERERERKTl1TRURkUKpa6qIiIiIiIiIiIikoow4EREREREpOTLidDMTEREpVKVnxCkQJyIiIiIiIiIiUmLqmioiIiIiIiIiIlImyogTEREREZGSo2uqiIhIodq1a+f9V3nUNVVERERERMpCd00VEZFC6a6pIiIiIiIiIiIikooCcSIiIiIiIiIiImWgQJyIiNRZ3bp1czfffLP3rPgOOuggN2rUKO9Z5an08pdy/5a67RRDqfff77//7o488kjXunVre5RSUn3XtrZazvJU+nEqIiIi1SkQJyIiBevXr59bb731ajzSXjx2797d3Xjjjd4zqSu0XyvbuHHj3IcffugefPBBN3HiRG9q4fJpFzvssINr3ry590yyqG3H4R9//OHq1asX+3j11Ve9V4uIiNQ9CsSJiEhRtG/f3t17773VHl27dvXmlt6sWbO8/0TqvnK0988//9ytv/76rmnTpq5Ro0be1GyKVU4G+CcYJ5VvscUWc6+88srcxz777OO22mqratP4ISds5syZ3n8iIiKVTYE4EREpiqWXXtq1aNGi2mPZZZe1eXQ7GzFihHVz22yzzdyuu+7qnnnmGZt3/PHHu5dfftmdd955dvG13Xbb2fTZs2e7Sy65xC6+6RbXs2dP9+6779o8sMxhw4bZBfomm2zirrvuOm9OdT/99JOtd+ONN3Y77bSTe+KJJ7w5VV3vBg0a5LbYYgtbB6+bMWOGNzd5flhSme+++24LTjKvbdu27vzzz3d//vmnNze+nsJuuOEG17lzZ+9Zlb/++svK6m9j0vrCdtxxR/fII494z6rw3pdeesn+T9q+oFz7NZ86ZT9T/pYtW9o2T5gwwZtbtbwTTjjBlhWur6TyJi07aOjQoRZs/uKLL7wp1cVtV5p9lVTWNO09TftiOw499FC39dZb1zgegshyveaaa9xDDz1k++/kk0+26Un7L6mcudoF4vZluHsm7ZQ6Zb9ts802ttxcKNNVV13l+vfvb58DvO+NN96w+t17771tfWzvL7/84r0jv3aab1tLOu7CktYVFFXfdAHu0KGD94oqBLnY1ieffNKeJ7WVLGUII+ON9/iP5ZZbzi255JLVpjVs2NBtvvnm7rTTTnO77babBYIpzxprrOHuvPNOb0lVeO+kSZPsf46rU0891a2yyio2nfp+7bXXbJ6IiEhtoUCciIiUBRd/Bx98sHvxxRfdEUcc4QYOHGgXu0OGDHGbbrqpXTy999577tlnn7XXDx8+3E2ePNldeuml1kWOi+3DDjus2sXyTTfd5Hr16mUXrFyoRyEQsO2227rx48fbRTcX49OmTbN55557rnvhhRfcyJEj3a233uq+++47d9xxx9k8JM0PSyozF69s9/3332/bzWuvvfZam+fLVU9hnTp1ch999JGbOnWqN8VZ3c2ZM8cujpFmfVmk2Se+XPs1a51ysX/XXXfZBfkDDzxgAaFFF13Um+ssONOqVSt3xx13uJ133rlafSWVN2nZPoIYBEpuueUW16xZM29qdXHblWZfFaO9p21fffv2dc8995xt77HHHjv3eAhiOwjCEDBi/11wwQU2Pc3+iytnrnaBuH0Z9MMPP9g8jo/HH3/cAp0EkeJcf/31lnXFstdZZx0L+J199tm2/XTbfP/996sFDYt97Kdta2kUehx26dLFffnll+7111/3XuUsAEd52rRp402JbytJZaBOCaQVih8mjjnmGPfjjz+6o48+2pua2+mnn25t4vbbb7cAHAFEgo78ICMiIlJbKBAnIiJFcc8991jGRfAxZcoUb65zu+++u10skw1BtgWZC1wYRuHim4trMnq4mFtttdUsI2WFFVaoliXDBdb222/vFlpoIbf44ot7U6vj4rtHjx62DLJeyNQbO3as+/nnny2DaPDgwVauDTbYwF100UUWPHjrrbcS54elKfO+++5r5SWYwzK5sH344Ydtni9tPa200kqWNUfGko+xvAhg1K9f356nWV9aafdJnKx1+ttvv9kF/RlnnOF22WUXWyeBAj94hXbt2lmwZ91113UDBgywzB7qK6m8aZZNoOzMM8+08dEISqy88srenOqStitpXxWrvafZ36yTeWC7CdJwPKSRdv+lOS6j5NqXYd988437+++/bX9Rt3zW7L///t7caCz7wAMPtHHmjjrqKPfxxx9bsJD9TZYc7/c/r4p97Kdpa2kV4zgke5nszvvuu8+b4mwoATLPFl54YW9K7raSpgzsFzLbCkW3VdoTbYkMtzjUM4FBgq7U7dprr22BOY7b4LEnIiIyvykQJyIiRcGFXXiMuI022sib69zqq6/u/VfVNWmZZZaxLJMon376qXWpIygVDOy988471boGcqGVhAybIC66yU767LPPLIOI7nO+VVdd1bpJpZkflqbMdIfr3bu3Xdwyj8DgV199ZfN8WeqJC2cCOiBoQdexYBfINOtLK+0+iZO1Tj/55BMbY2zLLbf0ptTEGGa+RRZZxLpDU19J5U2z7Kuvvto99dRTFoRbccUVvak1pdmuuH1VrPaeZn8zPYjnUXUfJe3+S3NcRsm1L8NYPvuN7qt0vSTblfqLE1z28ssvb3+D0wgi+esq9rGfpq2lVYzjEHRhJjOPQP/3339vAbS99trLm1uF5QbxnO1PU4aOHTsWlH3r44eTtMhq5EYQfO/w2ek/uPEDgVcREZHaQoE4EREpiqgx4oLZMGQ0hJHVEoXMBpChQkZM8MHYUz4G/c6KLKdSSCozF+L+uFlkZ7z99tuWuREezD5LPZEpwoD6XACTtUU2iz/mVtr1BcWtO+0+KaY0+4qATRhlTipvmmUT0KJLXDHuGBq3r4rR3tPu76TnxZDPcYlc+zKMdko30iuuuMIyr+gmSbdzgjC5BJdNcAbhabmOsySFtrVSfDYmISOPNkgAjq7Ma665pttwww29uVVytZVyfhY0aNDA+69KVF0RNIXfLfbbb7+1Og8+6ForIiJSW9T8NhMRESkzxibyL6bAGE7+RWKhguMggedrrbWWdadiHWRL+AiUcBGXZn5YUpl5Lxk3jGtFRg6vTTu4eS5k6ND1lsAL2VZkCLFc5LM+MpAYf8s3ffr0uZlG+eyT8H7NWqcEB1gGF/xZJZU3zbLpiscYVXRPffTRR72pNaXZrrh9VYz2nnZ/h48HxtGKqvsoWfdfLuF2kQ8CMmSYMdYbY5SRqUVGYDEU+9hPamtxx11YMY5DsIw999zT6o4uquFsOORqK8Vor/kKZi6C/eIHYOlCTHCVY0xERKQ2UyBORESKgswhsn2Cj6+//tqbG48xrRh/ibsSspylllrKxnVjkHyyNbjY4qL4wgsvdB988IH3rnSef/55G2SfZTDwOplC++23n92FjywaBmxn3Uw/8cQTbSwvMkOS5ocllZnMHe4E6F+8Mm306NH2fyHo3sj6uAMj3R99+ayPwAZdihkDigdl9zNQ8tkn4f2atU7JqOzdu7c766yzbAB2ur1xd8Q0GWpJ5U27bMY6Y8B7yunfmTEs7Xbl2lfFaO9p9zc3IKCrLeu4/PLLLYuJ4yGNrPsvl3C7yIqAG92GCTTyGUPghYw2uo8WQ7GP/aS2FnfchRXjOPTRPfWxxx6z7dtjjz28qfPkaitpysDYhIcffrj9X0yM9Ue7JiuPB12T/bpq3Lixdcfmphq33XabBWe50QSvYRtFRERqCwXiRESkKAgukFURfKQdI4i7M5IFwjhz/rhZdCVi4PahQ4faeEPc7ZSMFC62smDZXPQS+LjzzjvdsGHDXNOmTW3eKaecYoON9+nTxwZyZ9kM9u1Lmh8WV+YllljCBny/+OKLrVsYd08sRjcuujwSjOBi3x9YHfmsz8+m4mKXbBkGaw92M8y6T6L2a9Y65aKatkRWGncfZYD4tNlUSeVNu2zqgaAMd23kbrZR0mxXrn2FQtt72v3NPuHOmRwP3JAgeDykkXX/RYlqF1kwaD8BFu4uzE0ECMyQudikSRPvFYUr5rGPuLaWdNyFFeM4BDfFYGw37ngaNQZiXFtJKgPtnOBcsbFfCDqTtcjNIKhTAtA+7k7LccrrGAOQG5gQgKR+RUREaot6c/4RvJ2+iIiIiNQ93IWXR8+ePb0psiBjHDqCcwMHDnRdunTxplYpVVvh5ifFHkdOREQWLPy4xB3OK9WYMWOUESciIiIisiBhnLVRo0bZWHRkaoqIiEj5KBAnIiIiIrIAIROOO8/S5bp+/freVBERESkHdU0VEREREZGSU9dUEREplLqmioiIiIiIiIiISCrKiBMRERERkZIjIy58YwgREZGsKj0jToE4ERERERERERGRElPXVBERERERERERkTJRRpyIiIiIiJQcXVNFREQK1a5dO++/yqOuqSIiIiIiUha6a6qIiBRKd00VERERERERERGRVBSIExERERERERERKQMF4kREFjDdunVzN998s/es+A466CA3atQo71nlqfTyF0up20kppNl3dXn/Frptv//+uzvyyCNd69at7VFKSe2rtu2ncpanLrdRERERUSBORKRk+vXr59Zbb70aj7QXWN27d3c33nij90zqimLs19rYNmpDmXbYYQfXvHlz71l0mcKvqQRp67bQbRs3bpz78MMP3YMPPugmTpzoTS1cPm2jEvdTbVEbPx+C/vjjD1evXr3Yx6uvvuq9WkREpO5RIE5EpITat2/v7r333mqPrl27enNLb9asWd5/sqCpjfu+1GViEHgCOHHSvKYSUbeFbtvnn3/u1l9/fde0aVPXqFEjb2o2xdrHdXU/iXOLLbaYe+WVV+Y+9tlnH7fVVltVm8aPVmEzZ870/hMREalsCsSJiJTQ0ksv7Vq0aFHtseyyy9o8umaNGDHCuoJtttlmbtddd3XPPPOMzTv++OPdyy+/7M477zy7INluu+1s+uzZs90ll1xiF6h0HevZs6d79913bR5Y5rBhw+widpNNNnHXXXedN6e6n376yda78cYbu5122sk98cQT3pyq7mmDBg1yW2yxha2D182YMcObmzw/LKnMd999twUnmde2bVt3/vnnuz///NObG19PYTfccIPr3Lmz96zKX3/9ZWX1tzFpfWE77rije+SRR7xnVXjvSy+9ZP8nbV9Qrv2apU5zLSNq3ydtK2XnPcxr2bKl1d2ECRO8udUNHTrUAstffPGFN2WeYpYpaX+zLygn5d1mm21s3b5gl75cZQp3+0uq+yztD7z+qquucv3797fji7K+8cYb1ib23ntvWwfZsr/88ov3jvg2maVug9vGNrBNBP99ZEltv/327scff/SmzEOZrrnmGvfQQw/Zek4++WSbnqZ+4j5zcpUfLPuEE06w5YbrNbyf4vZ7WD77oNifa3HHVtJnSlihnzF0Ae7QoYP3iioEtdjWJ5980p5TZxzjhx56qNt6661rfC9kKUMSMt5Yhv9Ybrnl3JJLLlltWsOGDd3mm2/uTjvtNLfbbrtZYJjyrbHGGu7OO+/0llSF906aNMn+5/P+1FNPdaussopNp/5fe+01myciIlJbKBAnIjIfcYF08MEHuxdffNEdccQRbuDAgXZBOGTIELfpppvaBcV7773nnn32WXv98OHD3eTJk92ll15q3ci4ID3ssMOqXVDedNNNrlevXnZRx8VsFC6Wt912Wzd+/Hi7MOWCddq0aTbv3HPPdS+88IIbOXKku/XWW913333njjvuOJuHpPlhSWXmAo/tvv/++227ee21115r83y56imsU6dO7qOPPnJTp071pjiruzlz5tgFJNKsL4s0+8SXa79mqdNcy0B43ydtKxfWd911l13sPvDAAxZ8WXTRRb2583BRT+Dglltucc2aNfOmzlPMMiHX/v7hhx/sf6Y9/vjjFnglmBAlrkxBaeo+bfvzXX/99Zbhc8cdd7h11lnHgk1nn322O/bYYy0Y9v7771cLWMXVSZa6DVpxxRXd6aef7s455xz31VdfuY8//tj2N8/5gSCM7ScIQ8CI9VxwwQU2PU39xJUjrvwE2lq1amX1tPPOO+es1yz73Zd1HxT7cy3tsZVGoZ8xXbp0cV9++aV7/fXXvVc5C8BRnjZt2nhTqtp537593XPPPWflpa7874WkMlCnBM584ef5Igh+zDHHWPD46KOP9qbmRpunjdx+++0WgCOgSBCSH59ERERqCwXiRERK6J577rGshOBjypQp3lzndt99d7ugJEOAjAR+zefiKQoXqFyAki3DBc5qq61mWRsrrLBCtUwSLjrIellooYXc4osv7k2tjgvUHj162DLIDCFTb+zYse7nn3+27JzBgwdbuTbYYAN30UUX2QX2W2+9lTg/LE2Z9913XysvAR6WycXfww8/bPN8aetppZVWsqwlsnp8jHfFRX79+vXteZr1pZV2n8TJWqdxwvs+blt/++03u1g+44wz3C677GJl56LcD1iCAOaZZ55p44Vxkb7yyit7c9LLUiZfrv39zTffuL///tvKyb7meNp///29d2WXtu6zHKdo166dO/DAA22Ms6OOOsqCYASqqFsytChz8HMg3zaZdKwTgCHgTlDmpJNOsswiypZW2vpJ85kThbIQuFt33XXdgAEDLEsrql7z2e9Z9kGxP9fSHFtpFeMzhsBr+/bt3X333edNcZYpSXtYeOGFvSnOPifZflBuAnp8L6QpA/uFTDZf+Hm+6LZK+6JtkeEWh3onUEgQlrpee+21LTDH51bwO0FERGR+UyBORKSEuPgJjg/HY6ONNvLmOrf66qt7/1V111lmmWUsEyPKp59+at3VCAoEA3vvvPNOte6CXHwkIQsliAtTMsk+++wzy86hi5lv1VVXta5DaeaHpSkzXcZ69+5tF4DMIzBIBk9Qlnri4pLgG7iwp3sVWT6+NOtLK+0+iZO1TuOE933ctn7yySc2nteWW25pz6NcffXV7qmnnrIgHBlW+chSJl+u/c2yKC/dGOmCR0ZnsFtrVmnrPkv7A+Os+ZZffnn7G5xGACP4/nzbZJpjnUAqy//6668tIJdF2vpJU44owTpZZJFFrNt+VL3ms9+z7INif66lObbSKsZnDOj6TGYeQeTvv//eAmh77bWXN7cKyw3iOdufpgwdO3asltkafp4vfiRKiyxHbgTBdyzHqf/gxg8EYkVERGoLBeJEREooaoy4YMYIv/KHkfkRhV/7QRYHWSPBB+Mz+RgIOysyn0ohqcz+APNcAJOx8Pbbb1s2Q3jA9yz1RPYEg85zkUgmFxkf/rhUadcXFLfutPukXIL7Pmlb0+xzAkN0CSvkDppZyuTLVedMpzvhFVdcYRk3dJejazUX36WUpf2BoJKPQADC0/z3p62TKGmO9Q8++MD9+uuv1jWPLp6lkM9nDoJ14ouq13z2e5Z9kFXScZ90bGVpT8X6jCEjj89CAnB0gV5zzTXdhhtu6M2tEm5z/vP5+TnXoEED778qUXVHEBV+N9lvv/3W9kHw4Y95KCIiUhvU/DYTEZFagfF7/AsMMM6RfyFVqOBYQeD5WmutZV2OWAcZBD6CWlzYpJkfllRm3ktWCmM/kbXCa/MdANxHFgtdbwlqkBlHFg3LRT7rI0snGMCYPn363GycfPZJeL9mrVOElxElaVu5EGc5XFznQtc0xmgiq+rRRx/1pkYrRpnS4EKcTCPG/GKsKjJ2yPiKklSmfOq+2NLUSZq6jUIAhQAEXTMZK+uUU05JDBIFFat+8i1/UJb9nlWxP9eSjq24z5SwYnzGgGXsueeeVnd0UQ1nwyH8vcAYa2x/Mb97ChXOJmU/+QFZuhQTbOWzX0REpDZTIE5EpITIJiIzK/igi1gajBfFGEXcuY/lLLXUUjauGwPnk9HABQgXjhdeeKFlvWTx/PPP28D7LIPBycnC2W+//ezOdGSaMKg562b6iSeeaOOukT2RND8sqcxkt3B3PP8Cj2mjR4+2/wtBV1TWx10K6arqy2d9XPzTpZhxknhQdj8rI599Et6vWesU4WVESdpWMjN79+7tzjrrLBvcnC5m3HkwnP3G2F8MAE+Z/DsTRilGmZIQeKG7LIEqjiMuuMlsohthlKQy5VP3xZamTtLUbRRuuNC4cWML8jFWFt3zuLFCWsWqn3zL78u637Mq9uda0rEV95kSVozPGB/dUx977DHbvj322MObOg83q6AbOuu4/PLLLeON74U0ZWBMw8MPP9z+R/h5sTD2H8cHQWYedFX26462TrdubrJx2223WbCWG0/wGrZZRESktlAgTkSkhAgEkXkQfKQdN4c7GJIpwThz/hhnZLcwuPnQoUNtDB7udkrWBhcgWbBsLgwJUt15551u2LBhrmnTpjaPrBkG5O7Tp48Nds6yGQDblzQ/LK7MSyyxhA2KfvHFF1vXKe4wWIyuTnRP5YKdC2K6V/ryWZ+fqcQFIBklDGge7IqXdZ9E7desdRq1jLA028oFK22SjDfuOMtg7FGZS2wzQQruWsidQ6MUq0xxGKydC2vuYMpg8lyQk7HXpEkT7xXVpSlT1rovtjR1kmY7wji+CfYQLCGbiWAKd0zlbp6MYZZWMeonn/IHZd3v+Sjm5xrijq2kz5SwYnzGgJtiMLYbdzyNGvOR93GXVb4XuHlF8HshqQx83hKc84WfFwv7ieA1WYzcDII6JpDto33zOcXrGBOQG6EQkKS+RUREaot6c/4xdepU76mIiIiIiNQ1jENHcG7gwIF2R90g7gbMo2fPnt6U0uDmL8X4sUVERBZc/NjEHc8r1ZgxY5QRJyIiIiJSlzGu2qhRo2wsOjKGRUREZP5RIE5EREREpA4jE447z9LFvH79+t5UERERmR/UNVVEREREREpOXVNFRKRQ6poqIiIiIiIiIiIiqSgjTkRERERESo6MuPCNIkRERLKq9Iw4BeJERERERERERERKTF1TRUREREREREREykQZcSIiIiIiUnJ0TRURESlUu3btvP8qj7qmioiIiIhIWeiuqSIiUijdNVVERERERERERERSUSBORERERERERESkDBSIm08OOuggN2rUKO9ZtDSvqVSl3LZSLvv33393Rx55pGvdurU9Sqlbt27u5ptv9p7VVNvaRznLU5ePjTSK2TaSlpVFMZcVJc12cVxOmTLFe1ZdsctXye2w1PsqjXKWYX7uq3y/N4pdP+X8/iqGuGN5Qf8OKAXVqYiISPmUNBDXr18/t95669V4pP2i7969u7vxxhu9Z8VTquVmscMOO7jmzZt7z6LLFH5NJUhbt6XctlIue9y4ce7DDz90Dz74oJs4caI3tXD5tMlKbB+1RW34DCgltQ0Jqg3tfX6XYX4eE2m+N8pRP6X6/pKa6vp3TLEce+yxrl69etUeffr08eZWGTJkiGvWrJlr2LCh69Chg/vkk0+8OVWS5ouIiNRGJc+Ia9++vbv33nurPbp27erNLb1Zs2Z5/2WT7/vSYqBaLgzipHlNJaJuS7ltpVz2559/7tZff33XtGlT16hRI29qNsVqW3W1fUjh1DYqQym+Z0r93VWp5ucxUYzvjWKoTd9f85uOk9qjc+fO7pVXXpn7OO2007w5zo0ePdqeX3DBBe7ZZ591c+bMcXvssYebPXt2qvkiIiK1VckDcUsvvbRr0aJFtceyyy5r8+h2MWLECOsqsdlmm7ldd93VPfPMMzbv+OOPdy+//LI777zzLItuu+22s+l8uV5yySV2Qk23hZ49e7p3333X5oFlDhs2zE66N9lkE3fdddd5c6rkWm7U++6++24LGrKetm3buvPPP9/9+eef9nrElR+PPPKInWC0bNnSbbPNNrZuX7ALQK4yhbsJ0K1k0KBBbosttrAysd4ZM2Z4c5PLE8brr7rqKte/f3+38cYbW1nfeOMNq8+9997b1kFW4y+//OK9w8XWSZa6DW4b28A2EaT18Uvy9ttv73788UdvSnVp63by5MlWlvDD7+6T1J6CqItrrrnGPfTQQ7aMk08+2aan2S/5tEmw7BNOOMGWG96f4fYRVydh+ez7pO0MS6pb5lMvtCPKTBkmTJhg83bccUfbniCW8dJLL3nPqsuyH6Pqm/bAL+lBM2fOtG198skn7Tl1NnToUHfooYe6rbfe2u20007uiSeesHnIUoawRx991Jbnu+eee6xskyZNsud//fWXLfPVV1+158jSNuLqGnHLCktqZ3HLSmpDWfc7d0s65phjXKtWrdzOO+/sHn/8cW9Obj/99JOtl3ZfzH2INN8Z4c8CPuOOOuqoudvw2GOP2fv9LnlJZSrV50uh339B+ZYh6/6YH98LiGvXub43gspRP8X8/mJa1u+PpLLmcywHzY9jL1d7i9ufQSw/1+dymv2SdR/wnrjvsLC47acslC3LeVsujRs3tuX7D7LbfJdddpn717/+ZevedNNN3fXXX+/efPPNud/LSfNFRERqq/k+RhwnvgcffLB78cUX3RFHHOEGDhxoJyCkmvOleuqpp7r33nvPfunC8OHD7ST60ksvtW4WnPwcdthh1U42brrpJterVy+7eOPkOyjXchF+HychlOf++++397Hea6+91nt1lVzl/+GHH+x/pnFCecMNN9hJS5S4MgWde+657oUXXnAjR450t956q/vuu+/ccccd582tkqs8uXDSstVWW7k77rjDrbPOOnbCf/bZZ1t3AU6q3n///WoXdnF1kqVug1ZccUV3+umnu3POOcd99dVX7uOPP7aTP54TyA3LUrecbL7++utzH5y0LbbYYlZOpGlPPuqdE1hOeNk+foFFmv2Sb5vkwpGLBPYPFwq59meWOvFl3fdptjMoqW7Zx3fddZf9mv3AAw/YheGiiy5q87LKsh+j6rtLly7uyy+/tDbi40Se8rRp08abUnV89e3b1z333HNWXupq2rRpNi9LGcI233xz98UXX7ivv/7annP8LrPMMnMDUG+99Zb90r/RRhvZc6RtG0iq62K2s7hlZW1DSVgeXe1uueUWq/8rr7zSAqhxaNPbbrutGz9+vF2wciFbjH2INN8Z4c8Cjjna3m233WafTxyXwW1IU6ZSfL4U8v0Xlm8ZsuyP+fW9gLh2net7I6gc9ZOrHPl+f2X9/kgqaz7HclC5j7249ha3P4PiPpfT7Jes+wBx32Fhcduf5ryNMvDdloTPYrqVrr766hZw9AN5BFL58YkfaHyrrLKKBTeff/75xPkiIiK1WckDcX5mR/ARHHx39913t5MXxoXg1zoyPzhxicLJJyc7/NLJl/tqq61mX9orrLBCtV+JyWzhV7mFFlrILb744t7UZOH37bvvvvacX+coIycsDz/8sPfqKrnK/80337i///7bLuJXWmkl2+7999/fe1d2/FrML76DBw+29W2wwQbuoosushNKLtJ9WeoT7dq1cwceeKCNncMvw5xMcaLKL6D8ykqZg/srTZ1ESdonBEK4OObE9aSTTnK77bablS1KlrplfVxg8eAXXE54+ZWZ+kvbnuKk3S/5tknqgAuGdddd1w0YMMAuEqL2Zz7tLcu+T7udvqS6/e233+wk/YwzznC77LKLzafsrDurYuxHLhzat2/v7rvvPm+Ks1/6aYcLL7ywN8XZhTDbD8rNxdbYsWMLLgNZwmuuuaZdeIG/vXv3nvucQAf7ZJFFFrHnSNs20tR1MdtZrmVlbUNJyGzj4pCLQbJJNtxwQ7uw5II8DheuPXr0sHogY4Qs7WLsQ6T5fAx+FvD5zHhdbAPlp05OOeWUuduQtkyl+Hwp5Psvi1xlyLo/5tf3QrHbdVix6idKId9flCvt90dSWfM9loPKfewVeo4X97mcdr9k2Qe+XN9hYWnaV9J5G/VChlsc9sfVV19tP3ydddZZ1g7YJnz77be2P1hnEM85bpPmi4iI1GbzZYy4YFYHv4D5OJknC4Rf/qJ8+umn9gsYJ/+c9PiPd955x7JJfGuvvbb3Xzbh95Hmz8UwJy2sh4s2fvkLylV+lrXllltaVxK6KfCLX7CbRFafffaZnXDQpcK36qqruuWWW8599NFH3pRs9QnGi/Etv/zy9jc4jROa4PvT1EmUNPvkzDPPtOWTFcSJXS751C3zjz76aDsJ9U+W07anOGn3S75tMrgvCMIQsInan/nUSZZ9n3Y7fUl1y2DKjNFDmQtVjP0IujWRlcAF2vfff28XG3vttZc3twrLDeI521+MMnCxQ8Dtf//7n11gcDFCFxvqienMD0rbNtLUdTHbWa5lZW1DSfzlccHp438+9+KQXRTEe4q1D9N8PgY/C9gGLuaD34lcdBMoQNoyleLzpZDvvyxylSHr/sjnM5D5hX4vFLtdhxWrfqKkLXtU+wqWK+n7I6ms+R7LQeU+9vJpb0Fxn8tp90uWfeBjG4J4HtVO07avuPO2jh071shKDNtnn33s2CNLlexaMvYIkJLNRxY4crWDpPkiIiK1WckDcVFjxAV/sfdPeoI4OYrCL4jgFz5+EQ4+GPfDx6/c+Qi+jxMkfywRxlR5++23rRsA04NylZ/pdAm44oor7FdBUvzpBvXHH394ryqNLPUJTux9/slMeJr//rR1EiXNPvnggw/cr7/+ar+O0+0jl3zqlpPF4F+kbU/FkG+bDO4LX9T+zKdOsuz7rJLq1j+BziVLOy7WfmzTpo1lvxGAo3sTGWpkSgSF27r/vBhl8ANxPDjGCGqQhfDaa6/ZeEPhQFzatpFU1yhmO0u7rChZP79oo8Eutuy/qGXE8eun0H2Y9vMx+FmQtG/SlqnYny9ptyXr/oqSqwxZ90eathk2v78X0ihW/RQiqn0Fy5X0/ZGmrIUcy/Pj2MunvQWl+VxOkmUf+MJ1En7uS9u+0p63peV/zxGoJLhIOwhnt5GNSNfYpPkiIiK1WbYrljLjpIxfBX2MgeFfKBcivNwo3F2MXxIZ/8P/svcHqU2LEzV+7WTcDtLt+dWRXw6jJJWJC3LKEBysnTKSObPWWmt5U0orTZ2kqdsonPTRFYXuFQwgTBeRuBPVLHV7++232xgul19+ebUT8WK0p2Ltl3zrLShLnWSVdTuT6pYgF9vMSX4Usj6CJ/XTp0/PmW2Qz36Mqm+Wseeee1rd0UU1nA2H4BhyIEjG9hejLXEBwkUNbZWsDn8a7ZeuSkldfHJJquus8m1nadpQlv3O8igLdeZjjKmk4yi8D3lejH2Y5vMxjIwytoHMRx9BBP/iuRjtClk/X/LZliRZy5DPts+P74X59R1QjLZRrLInSSprvseyb34de3HtLWl/xn0ul3K/5PoOC0uz/VnP29LghyhQPxyXfO8Fb7zAmH4EAxliIGm+iIhIbVbyQByDrpLKHnz4A5InYawPxsTg1y6Ws9RSS9nYPtyJiowVTkw4UbnwwgurncAlCS83Cr9wMnisfxLC8kePHm3/p8HJGONecDLI9vIrLb9O0r0gSlKZGjVqZL+2MhAvr+OE8cQTT7S71YWzdkolTZ2kqdsoDBzNnbM4kWbMFsY6YWDlKFnqlnqivTCAMN00uKjnwQlyMdpTsfZLvvXmy9ressq6nUl1S1Zs7969bUwYLobp6sIdQidOnGjv5+KGbuyMU8OD93HREyWf/Zirvumeyp3z2L499tjDmzoPY7bRdYZ1cAHPCf9+++2Xqgzsm7ERY/H4KBO/4tMtx88K4C/P6TKVZeyvoKS6zqKQdpamDWXd73Sb4i6AZKFwXDNYOOWJwyDeDAjPPmIgdMqRdh/Gyec7g3UyeP7//d//2dhPfD/yWcgFsD+/0M8oZP18KfT7L0rWMmTd9vn1vTC/vgOK0TbKdV6RVFbm53Ms++bHsZfU3pL2Z9zncin3S67vsLA07SvpvI0x+g4//HDvWTRuIMJY0tw8gjHzuPtpp06dLBAI7qTL3X75zH7llVfcIYccYnXg36Ahab6IiEhtVfJAHLdiJ7Mk+EgaM8LHFzQZEYwzxwkT+PWNgYs5YWP8Ce54x6+EnAykFbXcsCWWWMIGx7344outyxqDOWfp7rHkkkvaiQVjXjAgLieFI0aMcE2aNPFeUV2aMvFrIxfmffr0sfGj2GbuZlUuaeokzXaEcfLJxTcneJwEcwLIBRIn4nRPCMtSt3Tp46SekzXGhvIf3CUNxWhPxdgv+dRbUNb2lo+s25lUt9wBjs8DuoVx4s2g0H4GgZ/ZwMDPZKkxhlMwayUs637MVd8MiM44ONwdLqprC+/jDngMSs1g2sOGDXNNmza1eUllYP9wN7041C9di/xxzHhOnXABVoi4us6i0HaW1Iay7nc+g+rXr2+DkzNwOO9r0KCBNzca+5DPHPbhnXfemWkfxsn3O4MB2Vl/9+7dLbOkV69edkHPdqEYn1FZP18K/f6Lks9nXJZtn5/fC/PrO6AYbaNc5xVJZc3nWPbNj2Mvqb2l2Z9xn8ul2i+UK9d3WFjc9qc5byNASfAuDj+4UPdt27a1oCRjxvnHIdgnBCQJRPK9jPHjx88NmCbNFxERqa3qzfnH1KlTvaciIgsuuiVx4TRw4EC7GAzirpA8+MU+H9yVka5IwfGoRMIYpJzsoMmTJ9vg7CJSHnX92Cv0O6xYnnrqqYID+yIismDjxy6G7qlUY8aMqd1jxImIlAtjDI0aNcoyZTp06OBNLR4yA5K66ciCh+5UTz/9tHVho7sbAdvtt99eQTiREtOxJyIiIvOLAnEiIv8gE4674NHNxe+aVEwPPPCAjRskEjRz5kwba4nBzvv27WuDlJeia6CIVKdjT0REROYXdU0VEREREZGSU9dUEREplLqmioiIiIiIiIiISCrKiBMRERERkZIjIy58MyQREZGsKj0jToE4ERERERERERGRElPXVBERERERERERkTJRRpyIiIiIiJQcXVNFREQK1a5dO++/yqOuqSIiIiIiUha6a6qIiBRKd00VERERERERERGRVBSIExERERERERERKQMF4kRERERqqYMOOsiNGjXKe+bc77//7o488kjXunVre0QJvyeNfN7jK+S9pRAuT5byFbotWd+f5vXs5ylTpnjPanrvvffcLrvs4mbPnm3Pu3Xr5m6++Wb7vxTCZe7bt6+75557vGflw/hAQ4YM8Z6JiIhUDgXiREREZIHXr18/t95669V4pA2qdO/e3d14443es+LZYYcdXPPmzb1nzo0bN859+OGH7sEHH3QTJ070plYXfk+asoXfk0WW91LPJ598svesPLKUL03dxW1D1nospN59l156qTvkkEPcwgsv7E0pryOOOMJddtllcwOBae21116uXr161R7NmjXz5oqIiNRdCsSJiIiI/KN9+/bu3nvvrfbo2rWrN7f0Zs2a5f03DwPbE6zxff7552799dd3TZs2dY0aNfKmVhd+Txr5vMdXyHvLIUv5Ct2WrO8vdH3Tpk1zzz77rNttt928KeVHxl79+vXd008/7U1Jr0uXLu6VV16Z+3j00Ue9OSIiInWXAnEiIiIi/1h66aVdixYtqj2WXXZZm0d3vxEjRli30M0228ztuuuu7plnnrF5xx9/vHv55ZfdeeedZ1l02223nU0nQ+iSSy6xQAvBip49e7p3333X5oFlDhs2zIIxm2yyibvuuuu8OfMEuwGSiXXNNde4hx56yNaTKysr+J5cZQsLdzd85JFHXOfOnV3Lli3dNttsY8vJpZD3UgdXXXWV69+/v9t4443tfW+88YbV09577231xnb/8ssv3juq3jN06FB36KGHuq233trttNNO7oknnvDm1hQuH/uFem/btq2VkXVOmDDB5uVTd0HhdSWVNfx67gJ3zDHHuFatWrmdd97ZPf74496caA8//LBtA2036KeffrK2Sp2G10n35kGDBrktttjC6pfXzZgxw5ubPD9KmzZtrCxZcXyxDv+xwQYbeHOcu+GGG9ymm27qllhiCbfqqqu6AQMGuD/++MObW9Odd95p72/QoIFbccUV7Xjz/fXXX+7UU091q6yyiltyySVt37/22mveXBERkfJSIE5EREQkBcbdOvjgg92LL75o3fEGDhxoQQvGqSJgwIU+43WRoYThw4e7yZMnW9dBupQSlDrssMOqBZVuuukm16tXL/fSSy9ZUCbOyJEjLaBD4Ij1XHDBBd6c3HKVLc4PP/xg28Y2EggiIEJQJo183nv99de7rbbayt1xxx1unXXWcSeccII7++yz3bHHHmvdQt9///0aQUr2BWOTPffccxaQ5LVkh6VBcPSuu+5yp512mnvggQfs/Ysuuqg3d5586i5KlrKee+651vX4lltusfZz5ZVXupkzZ3pzayJQuOGGG3rP5qG+tt12Wzd+/HgLaBLo9NfJOl544QVrT7feeqv77rvv3HHHHWfzkDQ/ykYbbWRl8bHfNt98c+9ZfgienX/++e7NN9+0+qA9XXTRRd7c6r799lvXo0cPd8opp1j98VqCg77TTz/dpt1+++0WgCM42aFDBwtYioiIlJsCcSIiIiL/YMB5Mp+Cj+Ag+bvvvrsFlRjLikwnAgUEaKIQoCMIRSCBgMRqq61mmUUrrLDC3Ew6EAzYfvvt3UILLeQWX3xxb+r89c0337i///7bAhkrrbSS1cP+++/vzY2Xz3sZdP/AAw+0sdKOOuoo9/HHH1twkkxCMrp4f/hmBWSL+QE+blRAwGzs2LH2PM5vv/1mQaIzzjjD3sd+oayFdA9NkrasBIUI2BI0IsuNABuBu7ix1wiu0abCCGwSmGL7yCgku5N1knF39913u8GDB1uZyCAjuEUg+K233kqcn8vyyy9vZZkzZ449Z9+T4ZaEfREcIy4YXD788MPt+FhzzTVtHxGcJestyldffWXtrlOnTpb1RkYhmaZgnxMMJ+DLfl577bWtjldeeWXLLhURESk3BeJERERE/tE+Yow4Mn18q6++uvefs6DBMsssY9lCUT799FP3559/WvAuGNh755133BdffOG9yllQoLahTFtuuaV1v6V7JllVbEsa+byXMe98BHQQnEagKVzP1GUQzz/66CPvWW6ffPKJjcVHGcslbVk/++wzC7oRfPTxP20tF+qW8dnCCEQFsRzW6a+DrtA+un0ut9xyqebnsthii9n7/KBhx44d3bXXXmv/xwmPEUfGp4+sPDLX6L5KHXBzB8ZIjEKgke6m6667rnVJJYPO78ZKRiX/cyz7AT8er776qgV9RUREyk2BOBEREZF/RI0RF8xSI2stjCycKGThgEwusuaCDz9TBwQwahu2k66NV1xxhWU20UWS7o1x43P58nnvIoss4v1XFeBEeFq4nsM3toi60UUUP2OrnLKUlW0NdpPlTqhR7c5HMDhN98pSbzdlYOy14H5LIzxGHGO7ge643ICC7txvv/22ZZ8+9thjOeuOOuJGD2S1ciMTMt7IRCUz1e8KTvdV6iH4yDXOooiISCkpECciIiJSIIInfjYQGOuMIEqwG+r8Ei5bGgQ2yBpjvDa6S5INxU0U0ijkvWm9/vrr3n9VGPdrrbXW8p7lRjdH6iPc1TWXfOouLG1Z6UZK3X3wwQfeFGfjncWtn8zBqEy18Dp5zjpZB+2SbDAfWWYEqdLMz4UyBLMYC8Xy6ObMmG9NmjSxMiXdXIG6o5szXWl5LUFvsuroXkuAUN1QRUSktlAgTkREROQfP/74o3UdDT6+/vprb268Zs2a2Tha3F2S5Sy11FI2Rhd33Lz//vstmEFw48ILL6wWaCmHcNmSEDS7+uqr7c6lbD8BDDK16KKYpJD3ZkGAhZsgUK+XX365BV32228/b25uZDj27t3bnXXWWTZ4P92EJ02a5CZOnOi9orpcdRfVVnJlpqUtK22GrszcZZUMQrqdcmMJP0swCndypUtn2PPPP2/dM1knN10gq4x1NmrUyDIUGW+N7WL6iSeeaHcCZky6pPm5cKMGbg7h4w6qjPGWL8Z5Y1/5wTPKQXZlLtQx48sRgPvyyy9tPDzqjeBh48aNbZw8bjhx2223WZCPG2fQdZrlioiIlJsCcSIiIiL/mDBhgo1DFXykGecKjG01ffp0G2eOu5qCbm/cCZXACmNmcedKMosIDJRTVNni0MWQQAV3iOXmAqNHj3YjRoywzKQkhbw3C7aJu5jSfZGbCwwbNsy6JKZBQIZ9e+aZZ9rg/txQI1fWWa66i2orTz31lDe3uixl5U6ujPnGTQUYP40MrwYNGnhza2JcNLpthoNxrJMAI+vkBgfBdZJlRrfNPn362E0yaI/czMCXND+Mrp/cHbhr167eFGdB2GBWXVYEBLmj8EknnWTBUIJ6cd1ICWKyT7gxBtmol112mW037wUBzaOPPtq2jcy9fffd14Kr/piEIiIi5VRvzj+mTp3qPRURERERqb24Yy0PBuWv7cpRVsbkI7NryJAh3pTyyrJ+gpXBMRJFRESy4gcy7vJdqcaMGaOMOBERERGRSkWQjyywQseyy1fDhg3dgAEDvGciIiKSRIE4EREREZEKRVdWupFyQ4P5oXv37qm7BYuIiIi6poqIiIiISBmoa6qIiBRKXVNFREREREREREQkFWXEiYiIiIhIyZERx91gRUREClHpGXEKxImIiIiIiIiIiJSYuqaKiIiIiIiIiIiUiTLiRERERESk5OiaKiIiUqh27dp5/1UedU0VEREREZGy0F1TRUSkULprqoiIiIiIiIiIiKSiQJyIiIiIiIiIiEgZKBAnIiIiIrXOQQcd5EaNGuU9c+733393Rx55pGvdurU9ooTfk0Y+7/GF35t1WWlez7ZOmTLFe1bTe++953bZZRc3e/Zse96tWzd388032/+lEC5z37593T333OM9Kx/GBxoyZIj3TEREpHIoECciIiKyAOvXr59bb731ajzSBpS6d+/ubrzxRu9Z8eywww6uefPm3jPnxo0b5z788EP34IMPuokTJ3pTqwu/J03Zwu8pRNZlFWPdl156qTvkkEPcwgsv7E0pryOOOMJddtllcwOBae21116uXr161R7NmjXz5oqIiNRdCsSJiIiILODat2/v7r333mqPrl27enNLb9asWd5/8zCoP4Eq3+eff+7WX39917RpU9eoUSNvanXh96SRz3tyybqsQtc9bdo09+yzz7rddtvNm1J+ZOzVr1/fPf30096U9Lp06eJeeeWVuY9HH33UmyMiIlJ3KRAnIiIisoBbeumlXYsWLao9ll12WZtHV8cRI0ZYt9DNNtvM7brrru6ZZ56xeccff7x7+eWX3XnnnWdZdNttt51NJzvqkksusSATgZqePXu6d9991+aBZQ4bNswCUZtssom77rrrvDnzBLtAkrV3zTXXuIceesjWc/LJJ9v0sOB7cpUtLNzV8pFHHnGdO3d2LVu2dNtss40tJ63wstjOoUOHukMPPdRtvfXWbqeddnJPPPGEN7fm67kL3DHHHONatWrldt55Z/f44497c6I9/PDDVk72X9BPP/1k+2vjjTeusU66+A4aNMhtscUWtm943YwZM7y5yfOjtGnTxsqSFW2MdfiPDTbYwJvj3A033OA23XRTt8QSS7hVV13VDRgwwP3xxx/e3JruvPNOe3+DBg3ciiuuaG3O99dff7lTTz3VrbLKKm7JJZd0bdu2da+99po3V0REpLwUiBMRERGRWIw5dvDBB7sXX3zRuiIOHDjQAjaM0UWwhCAHY5WRnYXhw4e7yZMnW7dJupQS0DrssMPcL7/8YvNx0003uV69ermXXnrJAlJxRo4cacEsAmSs54ILLvDm5JarbHF++OEH2za2kSAYwSACUoWg7hhH7bnnnrMA4rHHHmuZbFHOPfdc6357yy23WB1eeeWVbubMmd7cmgg0brjhht6zeQhsbrvttm78+PFu7733dv3795+7TtbxwgsvWJ3eeuut7rvvvnPHHXeczUPS/CgbbbSRlcVHd+DNN9/ce5Yfgmfnn3++e/PNN60+2B8XXXSRN7e6b7/91vXo0cOdcsopVn+8luCg7/TTT7dpt99+uwXgCE526NDBApYiIiLlpkCciIiIyAKOwfb9seH8R/AGAbvvvrsFpBjHiywvgiQEt6IQoCOARRCFYMxqq61mWVUrrLDC3Ew6EAjZfvvt3UILLeQWX3xxb+r89c0337i///7bgjgrrbSS1cP+++/vzc0PmW1+MI+bKhAcHDt2rD0PIihE0JKgEVluBNgI3MWNvUZwjXoN22qrrSwwRd2TTUiGI+sk4+7uu+92gwcPtjKRQUZwi2DoW2+9lTg/l+WXX97KMmfOHHtO3ZHhloSAXXCMuGCA9fDDD7c2suaaa9r+OPvssy3rLcpXX31l+61Tp06W9UZGIdmW+O233ywgfP3111uG5tprr211vPLKK1uGpYiISLkpECciIiKygGsfMUYcWU6+1Vdf3fvPWcBkmWWWsUypKJ9++qn7888/LXgXDOy988477osvvvBe5SwgUttQpi233NK639IllYwytqUQbHsQzz/66CPv2TyfffaZBd3oTurjf+o7F8rG+GxhBKKCWA7r9NdBd2Af3T6XW265VPNzWWyxxex9ftCwY8eO7tprr7X/44THiCPr0UdWHplrdF+lDri5A+MERiHQSHfTdddd17qkkkHnd2N9//337X/asx/w4/Hqq6+6jz/+2F4jIiJSTgrEiYiIiCzgosaIC2apkbUWRgZSFDKQQEYdWXPBh5+lBII3tQ3bSbfOK664wrK66B5K1864scmShG9EEXVjCh8BokUXXdR75uxOqFF17yMgmqZ7pZ+pViqUgbHXFllkEW9KOuEx4hjbDXTH5QYUdGl+++23LQPzsccey1l31BE3eiCzk5t5kPFGNibZmX53aLqvUg/BR66xBkVEREpJgTgRERERyRuBIz8TCuuss44FkILdUOeXcNnSIKhDVtwJJ5xgXUXJBHvjjTe8udm9/vrr3n9VGKNsrbXW8p7NQzdS1v3BBx94U5yNdxZXfu4iG5WpFl4nz1kn62DfkA3mI8uMIFWa+blQBspSLCyPbsKM+dakSRMrU9LNFai7du3aWVdaXkvgl6w6utcSIFQ3VBERqS0UiBMRERFZwP3444/WdTT4+Prrr7258Zo1a2ZjiHFnTZaz1FJL2fhk3K30/vvvt0AOgZ0LL7ywWpCpHMJlS0LA7eqrr7Y7vLL9BG/IUqN7Zr4IBnHDBurh8ssvtwDRfvvt582dh3qjOy93WSUDj26n3HmW9efCnWDp0hn2/PPPW/dM1slNF8gqY52NGjWyDD/GW6NemH7iiSfa3XAZky5pfi7cqIGbQ/i4gypjvOWLcd7IyPSDZ5SD7MRcqGPGlyMA9+WXX9p4eNQbwcPGjRvbOHnccOK2226zIB83zqDrMcsVEREpNwXiRERERBZwEyZMsDG4go80Y3yBcb2mT59u48xxV1PQ5Y87oRJUYrww7tpJVhVBkXKKKlsculcSpOEOsdxYYfTo0W7EiBGWlZUvysAdW+lqyY0Qhg0bZt0no5x22mk25hs3FWD8NDK8GjRo4M2tiXHR6LYZDsaxzkmTJtk6ucFBcJ1kmdFts0+fPu7AAw+0fcLNDHxJ88Po+skdcrt27epNcRbEDGbVZUVAkLvqnnTSSRZMJagX142UICZtmBtjkJF52WWX2XbzXhDQPProo23byNzbd999LTjLTSZERETKrd6cf0ydOtV7KiIiIiIixcAdZnlwA4FSYUw7MruGDBniTSmvLOt/6qmnqo0TKCIikhU/sHGX70o1ZswYZcSJiIiIiFQqgnxkgWUdC69YGjZs6AYMGOA9ExERkSQKxImIiIiIVCi6stKNlBsazA/du3fP2dVWREREalIgTkRERESkBBgTrpTdUkVERKTyKBAnIiIiIiIiIiJSBrpZg4iIiIiIlBw3a+BusCIiIoWo9Js1KBAnIiIiIiIiIiJSYrprqoiIiIiIiIiISJkoI05EREREREqOrqkiIiKFateunfdf5VHXVBERERERKQsCcf/+97+9ZyIiItlNnz694seIU9dUERERERERERGRMlAgTkREREREREREpAwUiBMRESmDgw46yI0aNcp7lp9iLCOLfNbXunVrN2XKFPs//P7ff//dHXnkkfYaHrmmFaLcdbSge++999wuu+ziZs+ebc/5f7311nPbbbedPV9QHXHEEVYPPH777Tdvak3h+qvt+vbt6+655x7vWZWoaWmss846rl69eq5JkybelLpv9913t23m8csvv3hTRURkQaNAnIiIFE2/fv3mXnwGH2kDI927d3c33nij96x4SrXcUooq8w477OCaN2/uPav9wuUdN26c+/DDD92DDz7oJk6cmHNaISqtjtIqRRsuxjIvvfRSd8ghh7iFF17Ym+LcJZdc4p599lnvWfXPhZYtW7odd9zRDRgwwL366qveK/JTm5d71VVXuYceesh7lltU/RUbn7977723Bbq33357d+qpp7rvv//emztPjx493MMPP+w9i0aA8bLLLqsWOIyaltZtt93mvvrqK++Zc+PHj7fAZOPGjS1Y9cUXX3hzqgwfPtxtuOGGbokllnDLLbec22233dxbb73lza2pti3v/vvvd++88473TEREFlQKxImISFG1b9/e3XvvvdUeXbt29eaW3qxZs7z/ssn3feXEIOcEmipFuLyff/65W3/99V3Tpk1do0aNck4rRKXVUSWbNm2aBdwINiTZeeedLTB11113uTPOOMOCGAQC88mkCqq05QZlqb9CPPDAA5aJdfXVV7vBgwe75557zh1//PHe3Co//fSTe+ONNxIzGQnm1a9f3z399NPelOhp+fr1119dmzZt3Omnn+5NqW6ppZaybXjiiScsiPfHH3+4Dh065AwC1vbliYjIgkmBOBERKaqll17atWjRotpj2WWXtXndunVzI0aMsK6Im222mdt1113dM888Y/O4MHz55ZfdeeedZ5ko/gUhFzBk2BBc4YKvZ8+e7t1337V5YJnDhg2zAMwmm2zirrvuOm9OlVzLjXrf3XffbUFD1tO2bVt3/vnnuz///NNej7jy45FHHnGdO3e2LJptttmmxsVuUNy6cpU5qqvnoEGD3BZbbGHLoVwzZszw5iaXN2l7k3DHqmOOOca1atXKAhePP/64N6dKsLxkGV1zzTUW3GCbTj755MhpIAOJugyijC+99JL9H1fPxa6jMNoj7Yb6Yv2UY8KECTav0HXl2q5c7aGQ9pprmVnaMNlTvI5jPglB1rXWWsuyFdu1a+eGDh1qmWDnnHOOddGjnqg3Avc+svXI4Prxxx+9KTUlLffmm2+2QEjQzJkzbV1PPvmkN6WmpOVOnjzZ6i38YH1pRdVfUttnn5Jt179/f7fxxhvbviKAxmein/XGcRXs9kg7oexbbrml1cWJJ55o5SdI5KNdsDy2O6kNEIgKZ85FTcvHAQccYIGsXMF0toPXbL311taeySj88ssv3SeffOK9orravjwREVkwKRAnIiJlxYXqwQcf7F588UXr0jRw4EALYAwZMsRtuumm1m2KcZP8rm109eGikQsaujFyYXjYYYdVu9C86aabXK9evexilUBMUK7lIvw+giyUh+5DvI/1Xnvttd6rq+Qq/w8//GD/M42A1A033GAX+7nErSuuzEHnnnuue+GFF9zIkSPdrbfe6r777jt33HHHeXOr5Cov0mxvHNZPt9JbbrnF9tOVV15pQY4olPHQQw+1C3y26YILLoicliRrPRdaR2EEhcmSOu200yzTiODhoosuavMKWVfcduVqD4W016hlZq1bAnl0w8sXQQuOY8YUXHHFFS3LiEAXXRU//vhjq2uepwn0BQWX26VLFwuEvP76695cZwE49hnBoyyCyyXQwjL9B10zF1tsMavTtPKtv+uvv95ttdVW7o477rBx1k444QR39tlnu2OPPdaCl++//36NHySC2Aa6TlJe31NPPWUBxzRtYKONNrKyB4WnUY7NN9/ce1YaBGipi9VXX92tuuqq3tT81fbliYhI3aFAnIiIFBVdt8JZIv7g/aCLFBd2dPUiu+Ovv/6yQEAUAgZcCJLpw0XdaqutZtk9K6ywQrVMIrI8yJxZaKGF3OKLL+5NTRZ+37777mvPmzVrZmXkwjac5ZGr/N988437+++/7eJ+pZVWsu3ef//9vXfVlGZdcchGI9OF7Azev8EGG7iLLrrIgorBMYni6ruQMtCVjcAowRMyZwgoEJQiOFRKWeq5GHUUxKD7BBjoqsg4UbRHykF2TKHrytp+UEh7jZK1DHSt5FjMF++lK58/zhZBs2233daCgyeddJJ12SQ4lFVwuQTx6C5/3333eXOdZd2x7KzjsgWXy2cGgSweZPMRmCUbkv2eVr71R50ceOCBlq131FFHWdCSHxRoh2S1sc+Cn7lBdK0kC5VutrQJcMwyPiPLTdMGll9+eSv7nDlzvCk1p/FesvNKgc+dRRZZxC2zzDK2X8ngo2tsvmr78kREpO5RIE5ERIoqaow4siV8ZAf4uBDkYoXMoSiffvqpdbUjmMAFof9gsOvgINlrr72291824ffRxat3794WuGA9dPEKDiSOXOVnWXT9ojsSXbnGjx8f280zzbrifPbZZ3YBTbdaH1kXDBD+0UcfeVPi67uQMvjr58Lfx//+xX2pZKnnYtRREN3LGEuQ9YcVuq6s7QeFtNcoWcvAvEIDDMFgDs4880zbrq+//toCcvkKLpfuu2QvEoTkJgUE8ffaay9vbjbh8lIHRx99tHXNTgqchuVbf4yp6CMAhuA0gntR+5hsVcq68sorW5dy32uvveaWXHJJ2/9p2gDBR9o6D194WseOHTNl12ZB911unEHGHkMfEFSMa6dJavvyRESk7lEgTkREiipqjLhglhqZJGFkYEQhAwlkd5DFE3wwtpsv2MUqi+D7CLD448UxZtnbb79t3YrCN3HIVX6m0x3siiuusGwQumoyZlNwHCZf2nUVQ67yFqMMBHb8bpkgwyhqfVnFtZEs9ZxW3PqCwkGYfORaV9btSrv/0m4bspaBoB6Zkfkik4xMQjL6fB988IFlbbFcuknmI7xcsrtomwTg6Ma75ppr5tUlNKq8BA6Df7OIqr80+4tsK58f+A5PC7+HdkE2MQGh//znP9WOW7rq+pmHadoAZSZwF1xn1LRSYRw7ftzZaaedLAuVH2YItOarti9PRETqnprf9iIiIvMJF4fBLAvGP/IvoAsRXm4U7t5JFgljI5FlwnqDN4VIg4tYskkYs4nuSWRCkd0TlmZdSWWmWyTvI/PCx3K//fZbG2Q+SaHby/rZXgInPsaLS6rnNLi5RzAIM3369GoZJWnrudA6CiOAw36J6vZXjHXFbVe4PRS6/xDVxtLWLcjCCmb7ZUXgkKAF6wOBd7o3092SIMYpp5ySV/AzvFzqZs8997Ttoatgvtlw4eXefvvtlvV0+eWX5/VjQFT9JbX9fBCEo04Zs4w7pzZs2NCbU8UfH86X1AZ4HszAQ9S0ciDLkaBjsQKAtX15IiJSNygQJyIiRcXFHhkAwQfdzNIg04Qxtcg8YTmMx9SjRw+7syOZLAQfCHRceOGF1QJAScLLjUL2BxeoftCP5Y8ePdr+T4MLVS5yCYawvWQpkZkSNUh3mnUllZmAAJkqDNLO68iI4m6I3B0zTbZPodvLvqHLMHeTJFuGYAGD6/sZOoUgCECXZsYI5MH+JjiALPVcaB2FkdlJV9CzzjrLAjB0j540aZKNr1XoupK2K9weCt1/CC8zS92CO62+8sor3rN4ZJIRrOFGAk8//bR1e2T8R8ZWI5MK3KyjcePGFlxk7EHGPuOGKj7KNXbsWO9ZlTTLBd1TH3vsMdsve+yxhze1Sj7LZTl8LnEzCbqC0v55ZAlER9VfXNvPB4FMuqMyTiHbQBdq/3OZAB3juvG5ys0fkKYNcFMGxvILCk9jrMLDDz/ce5YeQUg+46dOnWrPqWee+zfn+de//mX1QzCcICGfQdS/fxdTutkyBp6vti1PREQECsSJiEhRTZgwwTJOgo+0YwVxB00yQBhnjjtpggwZ7mhKwIdxh/r3729ZRlywpxW13DDuIsjg+hdffLF1ZeOCO9j9NQkX588995zdoZKB/AmKjBgxwjVp0sR7xTxp1pWmzGQMcROLPn362ODt1Al3l02j0O0F72GMKy4yGWifrJoGDRp4c/PnZ3mxPDKZGH/LzzjKUs8opI6icBdU2jRdETt16mQ3EvGDL4WsK2m7wu2hGPsvvMysddu2bVvL+EkTjCNwSX0REKPuyBK67bbbrC5BQJMABoEnMtgI9BLkIrjL2HygbNztNShpub51113XxtHjrsvcoTUon+USeCLwxlhrrVq1mvvgNWlF1V9c288H48LR9ZSbMPA5Svn9B0E4gozUiT9WXVIbIODE3XmpF1/UNIJ4BKiyIoBHd2t+gAE31OE5d/0FxxrfAXzm9O3b1/blE088Mff7gO8fvjN8tW15IiIiqDfnH/6vOiIiIiIiaTGeGFlBfiCL4A13b+WupMXGXUnpTpvPeGwE0gg4Dhw40ILGQYUsNw4ZdQTzCLTluptzuP7KjeAt3YDT3mgiqrxZtoFusH7AmKEHCLYecMAB9rwYyMJjXzIOXjEUe3kg25CxU8m6JPApIiLZ8CMin6GVasyYMcqIExEREZH89OzZ0wIqflYg2WwnnXSS3Tmy2Miwyqe7I2PpjRo1yjLYyGAKy3e5cRiTjYw26iOuu3a4/sqNrrAE4tKiO/SAAQO8Z1WipqXBuGl09V5jjTW8KYX773//a13Ci6XYy+vWrZtr3bp1YrsQEZG6TRlxIiIiIlJnEfggWMT4fXT1lPknmBEnIiKSD2XEiYiIiIjUYmS8kdmkIJyIiIjUBgrEiYiIiIiIiIiIlIG6poqIiIiISMnRNTV8swwREZGsKr1rqgJxIiIiIiIiIiIiJaYx4kRERERERERERMpEGXEiIiIiIlJydE0VEREpVLt27bz/Ko+6poqIiIiISFkQiPv3v//tPRMREclu+vTpFT9GnLqmioiIiIiIiIiIlIECcSIiIiIiIiIiImWgQJyIiEgRHXTQQW7UqFHes9LLZ32tW7d2U6ZMsf/D7//999/dkUceaa/hkWtaIcpdRwu69957z+2yyy5u9uzZ9pz/11tvPbfddtvZc8nuiCOOsDrk8dtvv3lTawrXfbEEj+Fy6tu3r7vnnnu8Z1WipqWxzjrruHr16rkmTZp4UyRs9913tzri8csvv3hTRUSk0ikQJyIieevXr9/ci9HgI22QpXv37u7GG2/0ns1f+ZQl6j077LCDa968ufes9guXd9y4ce7DDz90Dz74oJs4cWLOaYWotDpKqxTtuRjLvPTSS90hhxziFl54YW+Kc5dccol79tlnvWfVj+WWLVu6HXfc0Q0YMMC9+uqr3iuKpy6s66qrrnIPPfSQ9yy3qLovNj5v9957bwvObb/99u7UU09133//vTd3nh49eriHH37Ye5YfApCXXXZZtcBi1LS0brvtNvfVV195z6oMGTLENWvWzDVs2NB16NDBffLJJ96cmoYPH+423HBDt8QSS7jlllvO7bbbbu6tt97y5karpOXff//97p133vGeiYhIXaFAnIiIFKR9+/bu3nvvrfbo2rWrN7f0Zs2a5f2XW5rXFAsDkRNoqhTh8n7++edu/fXXd02bNnWNGjXKOa0QlVZHlWzatGkWcOMCP8nOO+9swaW77rrLnXHGGZaFQyAwLtsp32Orrq4rKE3dF2M9DzzwgGVOXX311W7w4MHuueeec8cff7w3t8pPP/3k3njjjYKzIAn21a9f3z399NPelOhp+Ro9erQ77bTT3AUXXGB1N2fOHLfHHnvkDPIttdRSts1PPPGEBfX++OMPC37len2lL19EROoGBeJERKQgSy+9tGvRokW1x7LLLmvzunXr5kaMGGHdGjfbbDO36667umeeecbmcaH48ssvu/POO8+yVfwLRC5AyNYhUMMFXs+ePd27775r88Ayhw0bZsGcTTbZxF133XXenHmiXkP3ykGDBrktttjClkuZZsyYYa/PVZa7777bgoq8vm3btu788893f/75p83L9Z6orp651ou4OkJcGdLgrlLHHHOMa9WqlQUkHn/8cW9OlWB5yR665pprLGjBNp188smR00Bm0SOPPGL/+yjjSy+9ZP8zr3PnzpaFtM0221QLDBS7jsJoQ+x/6ov1U44JEybYvELXlWu78mlDiFtfrmXG1W0YGVC8juM0CUHWtdZay7IV27Vr54YOHWrZXOecc87cbnHhY4uAA3VJAN5HBh+ZWT/++KM3paZ81kXQnyBF0MyZM239Tz75pDelpnzWdfjhh1udhx8333yzvT6NqLoPr4fPpqQ2knQM8362Z8stt7T6OfHEE93kyZMtqOOjTW288cZWF4Ucu2jTpk2NzLqoafkgs+5f//qXfe5vuumm7vrrr3dvvvlmzv3Ldh9wwAFu6623tmOHDMQvv/wyZxZapS9fRETqBgXiRESkpLhwPfjgg92LL75oXZgGDhxowRC673ChQjcqxlEiewB01eEikgsSukRyIXjYYYdVGx/npptucr169bILR4I6UcKvOffcc90LL7zgRo4c6W699Vb33XffueOOO85em6ssBHQoL92DeA3luvbaa21erveExa3Xl6uOEFeGNFg/3UpvueUWq9srr7zSghdRKOOhhx5qF+FsE0GWqGlJfvjhBysz20LQ4IYbbrBgSS6F1lEYgVyyn8hMIVuI4OGiiy5q8wpZV9x25dOGfFmOkax1SyCPrm/5IlDAsRccjyx4bFGW008/3YJadDH8+OOPrf55nib4F5S0Lm73T5Di9ddf9+Y6C3CwbwkEZZG0riuuuMLW4z8IsCy22GK2P9LKVffhz6akNpLlGAbbRVdHyut76qmnLAiZJE372mijjWzbgsLTCMZuvvnm3rN0CD7SZZhAoW+VVVaxAOjzzz/vTcmNwC+Br9VXX92tuuqq3tR5Kn35IiJSdygQJyIiBaF7l58t4j+CF7d0meJCju5gZIP89ddfFlSIQvCBCz8yQriIW2211SxTaIUVVqiWlUTWBxk3Cy20kFt88cW9qdUFX8OFLlkjdAGiLBtssIG76KKL7EI4bryffffd15bBeD+879hjj82U9UEmS5r1xtVRIWWgOxrBTAIlZLcQFCAoRX2U0jfffOP+/vtvC46stNJK1ib2339/b251xaijIAbOJwhAF0QGyacNUQ4yLAtdV5bt8qXZf1mOkaxloHskx0++eC/d57744gtvSs3jr0uXLm7bbbe1gOFJJ51kXTHTBH3CktZF12iy4u677z5vrrNMPNaXdQy2pHUtueSSFsjiQcYkQV0yKWkzaeWq+3D9xbWRrMfwr7/+ahmsdL2lPYHXMrZjmn2Spn0tv/zytm10u/SFp/Fesuyy+Pbbb62s4TrjeTBrNYz6WWSRRdwyyyxjbYOMPrrKhlX68kVEpO5QIE5ERArChXFwfDgeZEf4+HXfx4UhFxtkIUX59NNPLauAwAQXgP6DwaqDF8xrr722919uwdd89tlndoFEVzAfGQcMjv3RRx95U2piTKXevXvbxTHloJtmeGDxOGnXG1dHhZTBXz9d0nz871+glwp1Tzc5ulrRrW38+PHVutoFFaOOgujSxbhbrD+s0HVl2S5fmv2X5RjJWgbmFXpRHwy4IOr4O/PMM21bv/76awvI5StpXXThJMuRYCU3JCBAv9dee3lzs0mzXdTf0UcfbV1Ck4KuYbnqPryeuDaS5RgmS46yrrzyytaV1ffaa69ZYDFq+8J4TVL7IjhJmXj4wtM6duyYKXMX/v7I+vlEBhqZaGTwMTQCQcioY6LSly8iInWHAnEiIlKQqDHigllqZH2EkXERhWwmkFFHRlDwwZhKvmCXq1zSvCYOwRx/HCfGR3v77bet21AxBlcPy1VHxSgDF4V+t0yQORS1vqzi9ivzGPuK7n1kxtCdjrs6BsesyiptOwoHV/KRa11Ztyvt/ku7bchaBoJ6ZFXli0weMgnJ1vJFHVsffPCBZWOxLro35iPNusjUog0TgKMr55prrplX19u020WAMfg3i1x1H1xPmjaS5hjm9WQPE8D5z3/+U+31dN8NZsPFtbc07YttIrBHFpcvalpWZNWxbeHsMbL0VlxxRe9ZTYx7x48/O+20k2W88sMNwdqwSl++iIjUHTW/iUVERMqEi8VgVsU666wz9yK7mOieyHLJOvBxJ1C6EjGIO8JlYT5ZSYyV5F9gBW8agfB7wtKsN06aMsRh/VxYEyTxMdZUXJnT4oYcwYDL9OnTq2VxsF4ya0444QTrekXGGZk/YYXWURiBGfZLsHu0rxjrituufNpQkqg2lrZuwd1ug9l+WREUIlDA+nIhgE53yaOOOsqCCaecckpeAdE066IO99xzT9tuuvHlmw2XZl233367ZSldfvnleQX209R9UhtJcwwThKPuGWOMO6c2bNjQm1MlPD5coccuz9m2oKhpWVHHdGcN3tiAMQH5IWarrbbypsQjU5KgYlRAsNKXLyIidYcCcSIiUhAu/vgFP/ige1oaZKMwPhcZBCyHMZt69Ohhd4kk24WLVIImF154YbUL0ay44Car4+yzz7b1kXXCnQW5S6WfTRMuC9kgXND6QUHWP3r0aPvfF35PWJr1xklThjjUJ918uUskGS1cbDOQftauU1G4UKcbMuP68WAfcQEPLtoJCBBQoC2Q6cM6owYgL7SOwsjGpJvfWWedZUEUujRPmjTJxsgqdF1J25VPG0oSXmaWugV3Wn3llVe8Z/HIECOg8v7777unn37auiYyZiPjo5HtlAs38GjcuLEFkxjLjBs2cEMCH2UdO3as96xKvusC3VMfe+wx23977LGHN7VKsdbFsvkc4qYTjPHFscMjSxA7Td0ntZGkY5iAJ91RGeOQ7aIrq/85TICOcdv4HA0Gggo9drkpA2MCBoWnMcYdd57Nii61jHHHjSmou0MOOcSOTf8GCNzEJ7hc7lDKthB4J2hIXbG/GBMSdMtleb5KW76IiNRNCsSJiEhBJkyYYFkpwUfasYG4GyfZGIwzx105QWYNdxLkwpNxhvr3728ZS1zoF4IsHW4A0adPH3fggQfa8rgo8oXLwl0HGcj/4osvtu5wXLQHu8ciqvxhSeuNk6YMSXgP41RxYceg+mTGNGjQwJubPz+Dh+WRocQYWn7WEMGN5557zu4Eyg0TCCyMGDHCNWnSxOaHFVJHUbgLKu2Q7oSdOnWym3/4AZRC1pW0Xfm0oSThZWat27Zt21qWTZpgHIFL6otAF3VHZs5tt91mdZkLQU4CCQRzyOYicETwimAR4/WB8nI30KB81uVbd911bSw17qgc7vJXrHURWCLoRWClVatWcx+8L600dZ+mjcQdw4wLRwYW3R/53GSb/AdBOAKP1FNwrLpCjl3uyMpdXalLX9Q0gnjBzNO0uJssgXIC5JQbjFNH2wLZgMHlclzzHUHd9O3b19rDE088Mff7gu8nvlN8lbZ8ERGpm+rN+cfUqVO9pyIiIiJSlzDmFxlefoCKAAt35uRuo+XA3UbpYpvPOGtRCKQRmBw4cKAFpoKKva44ZNkR4CPQluvuzeG6LzeCenQXznqjiVyitifLNtJN1g80MhQBQdsDDjjAnpcC2We0B8bNK4VSLx9kJzL2KpmduTI4RUQWJPxAyWdipRozZowy4kRERETqsp49e1rQw88KJDvnpJNOmttdrtTIAAp2xysE46mNGjXKstU6dOjgTZ2nmOuKw5hsZJNRl3430Sjhui83uqESiCsWutEOGDDAe1YlaloajINGN/I11ljDm1J8//3vfy07rVRKvfxu3brZuHNJ7UxERCqLMuJEREREpCIQlCDwQ/c/ulRKZQlmxImIiORDGXEiIiIiImVCxhtZSArCiYiISKVSIE5ERERERERERKQM1DVVRERERERKjq6p4RtsiIiIZFXpXVMViBMRERERERERESkxjREnIiIiIiIiIiJSJsqIExERERGRkqNrqoiISKHatWvn/Vd51DVVRERERETKgkDcv//9b++ZiIhIdtOnT6/4MeLUNVVERERERERERKQMFIgTEREREREREREpAwXiMmjdurWbMmWK92z+qk1lKbXff//dHXnkkbbNPPJx0EEHuVGjRnnPaj4P69atm7v55pu9ZzUlvT+N4D4sxvLyNT/XXanee+89t8suu7jZs2d7UySsNrWrvn37unvuucd7VreUu57TrE/Hh0jppf1cK8fxWK7P2CWXXFJjzNVS2jeVRfsrmupFyqlGIK5fv35uvfXWq/FIe6LfvXt3d+ONN3rPpLbJZ//M7306btw49+GHH7oHH3zQTZw40Zs6f+2www6uefPm3rPCFXt5WYTXXZuO4draXi+99FJ3yCGHuIUXXtibIoWK2m/F2pdHHHGEu+yyyyo+MBRVH/PzsyOXLMfHhAkT7LVbbLGFnWt89dVX3px0sr6/1K8P69ixoxs5cqT3bJ7DDjvMnXHGGd6zbILnaRtvvLHbc8893SOPPOLNzYZzu7333tt+GNp+++3dqaee6r7//ntvbrKs7y/167MYPXq022233WzZW265pY1b9v7773tzk2V9f7Ffn/ZzrRzfV/PjM3b8+PEWYGzcuLGrV6+e++KLL7w56QwfPtxtuOGGbokllnDLLbec1fVbb73lza3p2GOPtfUEH3369PHm1pRUvm+//dYdeuihrkmTJnbxv++++7oZM2Z4c6u88847Vi7mL7PMMm7XXXd1f//9t80bMmSIfS4xr2nTpvaZ8r///c/m5cJ7mjVr5ho2bOg6dOjgPvnkE29OceVTtqCs+yaK9ld6xajvKHH1ESXr9mZ5Pd8fw4YN856lU+hnTNb3//TTT/Y5v/LKK9u+2Hzzze3a10fb89ty8HHffffZ/KxtPut+z9KGDzjgAFv/7bff7k1JLn8awTLXBZEZce3bt3f33ntvtUfXrl29uaU3a9Ys77/5Y36vX6r7/PPP3frrr28HfaNGjbyp8xcflFwAF0uxl5fF/Fx3JZo2bZp79tln7QtLqtTmz0zKxoVs/fr13dNPP+1NLVxt2ebadvxmPT7IeObEjqznfGR9f6lfXy4777yze+ihh9ytt97qNttsM3fcccfldeH0wAMPuN13391dffXVbvDgwe65555zxx9/vDc3Wdb3l/r1WXAiT1DzhhtucJdccon7888/7cIibTAp6/uL/fo0n2vl+r4qxWdskl9//dW1adPGnX766d6UbJZaailrU0888YS77bbb3B9//GEX83H7v3Pnzu6VV16Z+zjttNO8OTUllY/s4ldffdXdfffdto9+++03t88++3hzq859+Wxffvnl7TX333+/Bd19XODy4wzHCEFQfjTo0aOHN7cmAruU94ILLrD1zZkzx+2xxx6p23sWWcsWls++iaL9lU6x6jsoqT7Csm5vOeqn0M+YrO8fMGCAe/LJJ62t0F6Jx9BD69NPP7X57J9ge+bHPL4ndtppJ5uPLG0+635P24ZZ1tdff+0WW2wxb0qVNOVPEixzXVDjrql86bORNOwoNIgdd9zRvfvuu3ZCRASVnUxD4+SI6K+Pg4+Dgx1KBJO0de5usdFGG9l7CK6AZfL+t99+273wwgsWveXXtSCWMWLECFvGd99951ZddVVbH42UE+VzzjnHPfroo3ZxtN1229nOXXHFFe29SfOj1n/ggQe6QYMGWXoqrzv55JNtfZwM8sskvz6zTXzQEBlmmUSKo/ABdNNNN7mPP/7YLb300vYLOQeb30Dj6hTUWVxZwnKVLdf+iStfvvs0S/3E7R/aY/BgIyAc1TaT6pgvUG5xzEls1PMw9gkXOlzYTJo0ybabX+L9D4vw+wvdh1mX9+OPP9rynnnmGVveSSed5E444YTMbQLBdZdjf4dVWnu97rrr3OOPP24XwL40nzFx+zOpfGEsizbEF6aPCyGyR7goZ32UgfbL5xpfdMH2mzQ/qTy8P/yZGf7MDrfpuGVG7bdtttkmr32Zq2znnnuuHTcXXXSRvS4szed0eLmHH354pv2Wpp3k2i+52na4ngtti1k/S8Oijg/2Wa7vb9+bb75pmU9P/3Mhz6+mWWV9f6lf76P+uDjguyyI+uOX/LPOOsubkl74PI0LEC54OG8Jrwdp6t/38MMPW1CPk+QGDRp4U9PL+v5Svz7LttOFk3312GOPudVWW82bml7W9xfj9Umfa1HHY9JnAPP5buEziHOWVVZZxV144YVu0UUXtfMOeihsu+22tk6+L31JZfGxTH5AwF9//eXOPPNMy/T95ptv3FprrWXr6tKliy2L44SLPn6IHTp0qOvZs6dd0PMZ5HvxxRctWM73N8dUvl5//XXLMP3ggw/c2muv7U2dh2wTsj/ihi2JElU+to0MIfaN/71Ltgztk+8XMmH+9a9/2TQC7mnccccdloXyyy+/WIZQGMvke5XjAV9++aWtj+8KznfDirFvfEllS5K0b6Jof+W/v/Kp77Cs9ZF1e7O8nm295ZZbvGfOrbTSSpbdXq7PmLTvJ9OLQBefx2Cfcu5Fxhg/SIWRbcfnMz/WIN8278u636PaMD/+bL311nau1KJFCysbr4kSLn9WC+xdU9nBBx98sDUsLnAGDhxoJ/9cuG666aZ24cAJAxcJ4EJl8uTJlh5PN0MOHBo+O87HiX+vXr3cSy+9ZCf6YfwaeNddd1nj5IDhIpSTAvDlzwch3T842eBkixM1X9J8hNfPezjZ4MCl/FdeeaWbOXOmvfaHH36wbWbb+VCmAXGA5cKJIK/nwKaOqItrr73Wm1slV50irixhcWXLtX/iypfPPs1aP3H7h2mkghPhZ/25AsRp6jgrTmA52Rz/z8UvF2D9+/e3D5hcirUPfXHLO/vss+1Lh18d+FXi+uuvz6tNhJVjfwdVYnt9+eWX7csyKM1nTNz+jCtfvlgf4/ZwocXnJV/QwfYbNz9NeZI+s8Pilhm13/LZl76oshEkY9/lkuYzJLzcrPstbTuJ2i+56iOs0LZY6Gdp1PER9/2dhIsKTrgXdOyXXOjaQVCKwCvCdZal/mm7BID9wGvW+g+/P0mhr08qX9pt52Se13ExRrcgZNn2qPfHKdbrkz7Xoo5HxH0GgHOKrbbayi601llnHfuhj/MOPo+oF7rIco4UFC5LmvojsMe6OI/hBwguhP39wzkXXdv4wXHs2LHuvPPOs6zAtOiGRvAkDS7IKcfqq69uF/O5cD7IBSevI0uW9+XDP19bfPHF7S9o1/jvf/9rf1nXJptsYkFjfkhp27atfR7nQrc2eo1EBaipN7K5CMD6uACme/vzzz9vz8P1Vcx9Ey5bKfZNFO2v7Psrqr6z7C9flvpIs71BWeuHzzt+lORcjR+u/CEmyvkZkwbnkJx7kU1GF16uR1g+n8VhBPXISONzPCjfNp/PcRbVhg855BB3yimnuDXXXNObEi1X+Rc0kYE4fjmkMQcfwRsDEJXlQpWTP345I2LLhUEUvthpSOeff759IfMrHg1jhRVWsIbv49c3+m8vtNBC1T7oQPovX+j8qk/0lGXwyx2/AHNywi/4pClSpg022MB+jeNCiQ+ipPm+4PrZHi6qSCVt2bKlncRw8uafCPNLAwcIZSCqTv3sv//+Ni8K4wiwbKLglIETGX7VDcpVpzTyuLKEZS0b0pQvKGmfZilD2v2TJOs2pMEHHym3bB9ZBkT2+aDOpVj70Be3PMYMYHksizrjQ6+YbSKomPs7rNLaKwiK8F5f2jaca3+m/YzMil8EWR/43CSIE2y/ueYX4zM7rFjbWEjZyCBj33ESFiVNuwoul/2YZZvStpOk/Ran0LaIQj9Lw8dH3Pd3GhyTZHvWdYw/xOc4dc8v8VwQkLHEvuHiJVfXFi4QCbhyUks2LIJ1lqX+6UZzzTXX2C/ytA1kqf+o98cpxuvjypdm27kQ4DjhGCb7nuCSf/GaZtvj3h+l2K9P+lwLH4++uM8A0AbJsGT8yaOOOsoyZPkRgrojY4LvyPANw8JlSao/gqpcyF5xxRXW24EMjE6dOlkWKT+Q8cPl5ZdfbuWkbRNYoJxpcWHOhW0czs0WWWQRu9gl64TseLrYRuHYpNcBXcfIZOW91FE+2CetWrWyH04Y85DvNj63QZCALmJcjFM/e+21l5WLeuf7we+mFsRnP5/1/IgTdSzx+cI5Yrgt8Nwf5yxYX8XcN1FlK/a+iaL9lW1/xdV3mv0VlLU+0mxvUNb6iVKuz5gsyO7je4qse35s4lqRwFx4O8F3G68lwOnLp83ne5xFtWHaH9dT9BhJElX+tPwy1wWpx4jjly4f0VIflc/O41f3KBxwRJf50ucC138QgSZl1ReXAsngi/zSG9Xl7rPPPrODkai7j0guqfYfffRR4nxfcP3+e/jQ8PG/39B4LWVh0Em/u1BcBP2NN95wvXv3tgOdbSeoEx7wOVedJpUlLGvZkKZ8QUn7NEsZ0u6fJFm3IQ2+dIOo97gyFWsf+uKWxwdd8JjkRJ3gQJR82kRQMfd3WKW1VzAv+CWVtg3n2p9pPyOzYhlBPA+WJ9f8YnxmhxVrGwspGyc17CceUdK0q+Bys25T2nbCMoJ4Hve5E1RoW0Shn6XUSfD4iPv+ToMLiUKzmysBGYzLLrusncgSkKMNkYnNjy1kc/H5FMR5GZ/7fE+RKc4v+5yEI1hnaeufgN7RRx9t2VbHHHOMNzV9/ed6fy7Fen1c+dJsOz+4cfFBUJ3jm27YrAtptj3u/VGK/fqkz7Xw8eiL+wxAsHs9ATYEp3FhGHw9wmVJqj+y6tiWqK5xdI3igpguTj7qIum8KYgfFZK6xZFRQ2YN2fD82EqQlzqLwnhgBCApE1kcZNnwo2jcDTfi0KOBrlV8PpNVQn2SRcK5HOd4YGw/2juf6QQ1aP9kZgdRXj4r+KzP1dXdD47G1V+wvoq1b3KVrZj7ZuzYsXZR7j/8gLL2V5W0+yuuvuP2V1T9Z6kPpNneoKz1E6VcnzFZEBSkeyjLpGcD7ZYfSviBI4zvBM7VguXNp81n+Qz0RbVhen0xLApD5KSpw6jyB+U6ruGXuS6IvHJnXBh2RvARzHiIuuD3D7owfpEEv5xRicGHP0YE/G4GUfwDrpTC66dhBH915G5T/nbzl18lOWHmFz+6J9Eg+QUgjJNAtpMPIQ4sxtwg9ZPpQXF1GleWsCxlQ9ryBSXt06xlKFQ+25CPpHZYrH3oy7W8rMdDofujlPs763trQ3vlgoWsxKxy7c+0n5FBuZYVFK6TtM+L8Zkdls82RimkbOwzxjPiCz2Mbef9Se0quNxibVNY0n4qhlztJ209xAkfH+X4/q7NaHNkK4Txa3JwfC0CaXT/40caMi8JzNG2GGeFrKjwr8b8YEqAhvFw6A5IwDRKmvpn/5LNycn1f/7zn9gMrShZ31/q1/vSbDvdy9Zdd13LauAiiIsJxjBLK+v7i/36uM815Pq+SvoOCS7Pv1AKTwt/5ySVJSxp/4TPm1huVLkLQUCFHzUZ94tsYn5IoQtzGmQpIu5OjXEIpJOtTECHLB7OQxhyZI011rBrLsoW/GGGbact8IOLj+ALGVCcr5AlkiuThWAq553h7CJ6BPjjhwYVY9+kLVsuafcNmV+M4ek/cnWJ0/6K31/5HgtR9Z+2PnxZtzfr63Mpx2dMWgQFyXynlwU/YpBNzPAgjAdL9lgQvS74cbV3797elGhp2nzW/Z6rDRM4JAuSsQmpRx58Z9OzjHOaoDTljzuu/TLXBUVvbTTo4C9zjC3BwZKl+1EYlc9yOSkNI62R5Qcjo3TRIG2VxpA0Pwrv4UAkWu7j5Ce4XcznV1ZOnGmINCgyCcJYFx/ajMHhf3DQ3SStNGUJiytbeP+kKV8++zRt/eSzf8IKreNc+FUiiOdpyxSUzz6Mwy/ZLI8PJh8XzOGT4qC0+wOl3N9R4t5b29oryApgvq/QNpzPZySZM6TV+/iVli+8oHD7fe2116qVJ9f8Ynxmh6VZZni/IZ99mQv7LNdNFPL5DMlalrTtJG6/RdVRUKFtMZ96CAsfH3Hf3wsCLtKCn9UgiEsdMc/HyXYYQZhcN4bg9VzUsM854c0lqf4JctH1kPFh6NISNWh4nKzvL/Xrg7K2PY4tvkfj6jNO1vcX4/Vxn2sIH4+llFSWMLq9chEXFYjk85XvZc5tfFwgxn3+FYoL4Sz7g/H1ELxAzAfBUr7TyRRi+7gIB8HXYCYLwRbOIznmwQUx2TJ8ZnPhHEyYCONHJC7s6bLmI4jED0dkAYUVum+ylC2NuH3DRTntzn/kCm5pf6U/lrIcC7nqP6k+grJub9bXg3IFt3l+fMbEoc5pI5QpKOpHD7LJ2rRpk9iWs7b5pP0e14YJnHH+yvmn/6DOuWHIVVdd5b2qSprypz2uK11kII4THhpj8EGUMw3GleEXA6LULIeTRaKhjHdCP2dO9Nk57JhgYCIOO5qoKemPpE7SZYM7WU6cONF2FNkrDCLLejmgTjzxROvrTZeOpPlRKDPdjegrTsSXC1wG/OVgABfonBBygUK9kDnAPFI0w8iw4cTRv1hjm0ePHm3/p5FUlrCksoX3T5ryZd2nWeonn/0TVmgd58KAn4wfwPaRnUDZ9ttvP29ueln3YRKWx80r/u///s/GfeL4pGsSF81RsuwPFHt/M31sjjGuKq29ggFfuWOfr9A2nFS+KAQN6ZrGOCU8eG34y5tfp0hLZ3lkUnCCEmy/uebnU54kaZYZ3m9R0wopG1lD2267rfesunw+Q7KWJW07idtvUXUUVGhbLMZnafj4iPv+Blk0fIYxBhVYJ8/9jEPGp+PutLkkvT+s2K+P+3wDd2AjEMRnPp/XnBgzMD4XEpy4lkKwTHH1z4UR3T0pF93yyVRg23gQAENc/ad5f1ApXh9X/0ltjy6/TOfigaxDskG5wPazCJLaXtL7w0rx+rjPNYSPx1IKlyWp/sieYwxKsh35PuMYI8OT9xHsYGwjumnzHce5EzeqCZ438WMUn7lTp06153ze8dzPQOVGE3HHGHd1ZL0cn/wAx3kaXW5zjV/JjcMYQ5sb6ZChwrHN8rmgBwPBB7c3qXx33nmndXfkxjucH9KFjzvgM+4UuMkOGSqcn9Dm+SznR7devXrZscFnPXXO+R8/7rJsHlwsR2H5jLHIeS1t4pBDDrHvBbp5gR99mI9C9k2ashV730TR/kp/LCXVd9L+ihJXH1GStjcsS/2AH774/KebJ4GkcnzGJL0/2Aa54QFl56YbBFT5bqNsnHME18FYqaw36iYHSW0+LGm/B8uX1IbpTUmWWvBBXXLeGvzRMa78aQTLXBdEBuL4wmdwxeAjzRghoBFwoNFtgmABGGyQO8zxwcUvB3TB4Bf6xo0b2/w0OKApB7dmplGRuulHrWmonJgwOCAHFcul8fiS5kfhBIjoK42RWz/T796/KwgfeDRyGhEDAHOhwgCLUb9c84s2gxlefPHFFv1luZxMZRFXlrCksoX3T5ryZd2nWeoH+eyfoGLUcRS2mw9txjjgC5jxDbhjWT6y7MM0GCSWstCXn2wBvtj4wIv6xSDr/ij2/mYe6dVRKrG90kWMX42CFzeFtuGsn5F+xhLtaM8997QBcLmwD6IeOGGk/XIyFG6/cfOL8ZkdlrTMqP2WdV/mwkkPA96TTh8l38+QrGVJ007i9ktUfYQV0haL8VkadXzEfX8TFGEegRZw11me+1lkBMc50csl6f1hxX593Ocb+NWeiwF+2OFzmjYCgq189pRCuEy56p+TZzIK6M5DO+Y1/sMfkyau/tO8P6gUr0+q/7i2xy//DL7OccINHRj7iYsXguxIantJ7w8r9uuTPtcQdTyWQlRZkuoPjCnEcUHXaobBYX/5+4dhIvhe4/OPG13xmRjMwCDIQDd6fhAB3Z947meBkCHj39EyCuvheOS8jAHH6dLGDTFyfX5zsc75FnVKcJfxmAjM+PwLU19S+WjffF5z8c2PvdQFDx/fKQQx+HGHz3Q+iwiukFHED7r8AMT3Ae9nuf4jqusfqGd+pCEgQrYSxo8fP/dHXK79+E7z5btv0pSt2PsmivZX+mMpqb6T9leUuPqIkrS9YVnrx/8xhywsuhmj1J8xSe8Pt0HOC5h/wAEH2A+o3DiBoBU37fLxnKAY7Tksqc2HJe33YPnyacNR4sqfRrDMdUG9fypjjh+pFZHKRPo3v2RwIszJem3Crzt0D+JCqK5gbBB+2Yq7AJyfSB3nwa9hUZLm1zW1fX/56sp+qZT6Loba+PlWFz9zc1mQtjUs7XFWjuMxyzrI9ijGj6VSXGS+cCwxDqPUftpf8VQ/dR9BQcbbrVRjxowp/hhxIlJ6/LrNIN50UaNrJRcj3DGvtgXhwK8pfmpzXUGghFRv/9dGqd3obsndBqU8FqTjozZ+vtXFz9xcFqRtDUv7uVaO41GfsZWPzB6yi6QyaH/FU/1IJVBGnEgFopsTGQCMeUO/fMaBIRiXq4uLLFiSMqvqSuZVXaP9IiJ1nTLiRESkUHUhI06BOBERERERKTkF4kREpFDqmioiIiIiIiIiIiKpKCNORERERERKjow47h4vIiJSCHVNFRERERERERERkVjqmioiIiIiIiIiIlImyogTEREREZGSo2uqiIhIodq1a+f9V3nUNVVERERERMpCd00VEZFC6a6pIiIiIiIiIiIikooCcSIiIiIiIiIiImWgQJyIiEiF6datm7v55pu9Z+XRunVrN2XKFO9ZevOjrLXVQQcd5EaNGuU9K4/33nvP7bLLLm727NneFJHi6tu3r7vnnnu8Z3XXkksuucCOcadtX7C2Xdu8YFiQj+vaQIE4ERGRHPr16+fWW2+9Go+0wZTu3bu7G2+80Xsm+ahLdbjDDju45s2be8/Ks22XXnqpO+SQQ9zCCy/sTam9JkyYYGXdYost7Dj76quvvDmVh8+Ivffe2wLY22+/vTv11FPd999/782tLKNHj3a77babbcuWW25pY7y9//773lznjjjiCHfZZZctUMHe8ePHW4C7cePGrl69eu6LL77w5tR9Q4YMsWOUi/imTZu6ww47zP3vf//z5tZtw4cPdxtuuKFbYokl3HLLLWfHxVtvveXNrf34LBo2bJj3LJ1Kb+v5bHOlt/F8trnS23YlUiBOREQkRvv27d29995b7dG1a1dvbunNmjXL+08qHQEMgnHlMm3aNPfss8/aCXUl+P333+3i58gjj/SmVK4HHnjA7b777u7qq692gwcPds8995w7/vjjvbmVhQszfpS44YYb3CWXXOL+/PNPuzD1A28E6OrXr++efvppe74g+PXXX12bNm3c6aef7k1ZcNx+++32IwJtnAAsAfQePXp4c+u2pZZayo7nJ554wt12223ujz/+cB06dKjTQegFsa0viG18QWzb85sCcSIiIjGWXnpp16JFi2qPZZdd1ubR7XLEiBEWONhss83crrvu6p555hmbx0X3yy+/7M477zzL7tluu+1sOic1XMwSkOECtmfPnu7dd9+1eWCZ/JJJ0GaTTTZx1113nTenup9++snWu/HGG7uddtrJTp58BDQGDRpkQQ3WwetmzJjhzY0vN7gT1THHHONatWrldt55Z/f44497c6o88sgjrnPnzq5ly5Zum222SQwwxJU1rj6i6vDRRx+1ZfjoEse8SZMm2fO//vrLlvPqq6/a86T6TrM/4uoqLK5ugl1T820fWer+4YcfttfRhn0sn/bVtm1bm8eyuMhAmnZz1VVXuf79+9u+5L1vvPGGlc/P/iJg88svv3jvqClu/QQMef/mm29uz5PU5m25++67LbuPDDIuZk488UQ3efJku7iJUpu3hWX4GXF+dt/XX3/tvvzyS5sPLtRpb1lwrJ522mlu1VVXdQ0aNHAbbLCBZd+Ai//DDz/csnAIBPLjB4FlH23k/PPPd/vtt59bfPHF7b0vvPCCe+2116yeyGTZa6+97LMnl7j1//jjj26fffZxDRs2dGuvvbb9ABN0wAEH2EUrx2k+KnnbX3zxRTdgwABrK7zuoosusu8I2mkalbztHNPs+6233tq+C8g45jj45JNPvFfEm5/bzncJP8wcd9xxltnWpEkTm16X23q+21zJbTzfbS60bUt2CsSJiIgUgPHPDj74YDtxo4vWwIED7WSNrg2bbrqpXbQyThcnRiD9nwtyTnLGjRtnwRSyS4IXyTfddJPr1auXe+mllyx4E4UA3bbbbmsnd1wocxHun8yde+65duI2cuRId+utt7rvvvvOTsqCcpUbvP/DDz90t9xyi5X3yiuvdDNnzrR5P/zwg72W93BiSpYMJ4dx4soaVx9RdchJKl1jCASA8i+zzDJWV6ArxZw5c9xGG21kz5PqO83+iKuroCx1k0/7yFr3BProahJEkO+uu+6yiwR+7T/55JPdoosuavPStJvrr7/ebbXVVu6OO+5w66yzjjvhhBPc2Wef7Y499ljrZkuXxVzBY8StPwnLZ//7Kmlb2H9cdC222GL2vFK3hSA9r6O71sorr+xNdXa80d584e2LQnCRcpNxwnE7dOjQueuk3GTY3XfffRZk/+abb+wiMYgyt2vXzj3//PPWzvmsPProo227Cfa/+eabtsxc4tbPZ9Q777xjQfexY8dawJxMwLQIavK5lEtd2nYCAo0aNbKAAxaUbSewwXJWX311C7igNm8732P84MN3C9+Rftf/utzWi7XNldTGi7HNUW1biq/ePztoztSpU72nIiIi4iOLhJOeMAJlZLqQiULWGr8Wg5MegiucwJA9QteGjh07ut69e9t8gjdcLHMhu+6669o08OsmGXBkobDM9ddf306ScuE1XARfccUV3hTn9t13Xzv5ImjDOsiQ8X/B/vzzz22MF9bLSV1cuddaay37RZT/WQ4IQNEtg+3mV9w999zTAkf8nySurASUkuojXIfg+VFHHWVd//jlltcTvOIElIwzTnJHjx6dWN877rhjqv0Rt4+DCHbE1Q0n05xcs4+QtX0wLWvds3zei99++83aLRcRZDoGEWBh3UnthjHuLrjgApvP+WOXLl3sYoOsL1x77bU2+DP7Iixu/UFcZBCwZT/6v+aDjKs777zT1lEp2wIyIFgfbZVAKiptW8iO45gjc65Zs2a2vDXXXNOb66xN/utf/7KLTrIwgtsXRBlojwQmGYdozJgx1r6DuAhcfvnlLXBP+8VHH31kAUYCkmSmEuQj+EcwGmQAksFLIJKsD1x88cXu/vvvt3YUFrd+At4rrLCCZd/yGYGJEyda1t+TTz5px7CPz0aC4ewT6sVHOQh8PvTQQ96UeerKtoP2SXlog2TxoK5vOz+QsL0cCxwDbCdZzajN2w4yWnktwSDU9baOQrYZldbGke82x7Xt2mb69Om2byoV7UMZcSIiIjGixojjJMnHL4Y+LkD5lZSMlSiffvqp/QJJAImTG//Br5TBAZDpNpCEE7MguqRxQvfZZ5/ZSRTBIx+/aHJiyHxfrnL772d5Pv7nNaBsXLQTVKBbJCeUSb+e5ypr2voI40SViwIGT/7222/dgQceaMEbxtNjOvORtPy060+7j/Opm6Ck8mRdPvMYu8tHFxPqiGWEpW03BIl9XFAgOI2T/VztP279aXDh4gd2KmVbyCQlk4FgNN29fZW2LQQDyeDg4pB2SLctP0sWZPpRTh4Ibl8Ugta8P3zRiw8++MC6dpFF6+MHgpVWWsmyR33Bzyg/YBueRrZJlDTr5wcJH9vvfwamwY8NURfpqCvbzucLAXPa41lnneVNrfvbTiCDoQ/ISmaoCn5Q8T+Ha/O2R8myv3Opy9tciW08StptjmvbUnwKxImIiMSIGiOOcTt8Cy1U86v077//9v6rjswTTJkyxU66gg8/awl+97UsyNTKIq7cnJz53SjAHTf91/OXX4LJcOPkka6UnKjmGvsqil/WtPUR5gfieBCgIDC22mqr2RgqdI/zA3FJy0+7/rT7uNC6SSpP1uVTL8FxZLK2kSiLLLKI919VO0F4Wq72X4z1+yphWwhuMZ4bFzL/+c9/qh1TQZWwLXSrJSOTrtKXX365dV0nu81HO2PsouA64xRjm4P16W9zeFq+28x7g8tiu6I+B/JRF7adQANjW/HZQxZNMOAfpy5sO10U+TGOsUoZC5IfSujOnWR+b3suabY5X5W8zZXaxnNJs835tm3JT3GOMhEREamBkx4/QwR0PyCoxRgdhXr99de9/6rwnF9WCUixDv9mBaArCZljzE/C+zk54xdUHxfdwe1gPtkzjEPFCSqZOXSfyCVXWdPUR7gOQaCN8vGrrT9GGtO40xldFfwuo0nLL+b+8GWpm3zaR5blkxEVzJqiqwnrJNAXVmi7SSNu/VnV9m0hCEdXTroicedUBsjOpdL2C22Wi0Au5Hy0s2AGXhK60nJhGwzm+TgOWDZ3mvWxfMaFzLKOOEnr5zh7++23vSnOLkjDn0P5qvRtJ0BB9zUyLLlID/4wlaSu7XeyjMLHQi7ze9vB+sPfOXW5rSOfba7kNo5i7OcsbVvyo0CciIhIDC6kOWEJPjhpSoNxVLiJAHc4ZDncHp6x1hj/jfE9uKDmAvvCCy+sFvhKg0F8uZkCy2AQd06wuMsWv2iSJcWgvqyb6dyxkbFHGE8qCWWkayQDAfNLMNk8DBzs/ypL0IfAAndkpB7onsE8um7kkqusaeojXIf+tBVXXNE9+OCDc7Pf+Mtz7jDmnzQnLb+Y+wNZ6yZr+8i6fMbhe+WVV7xnzuqld+/e1sWGICbdXRksmrFiCm03acStH2RVcXx9/PHH9pxt5rmfKch2jx071v6vzdtCRgTdURkvjS7EdC/1PzsI0KFStgXcwIHpBNAZK47sTO4c7R97IBM12N2KMeK4M2AuZM8xfhEZg3T3Z58zfhHvIwv5kEMOsTqkHLRhbl7DuEeMz1gMcesnk5Tu7qeccoqN28jnIDdV8T8DwZhLHJuMxwf2C88ZHwpk515zzTX2f1glbzttm/bI/mZMQn6kYbt5ELxAXd12MA4i7yNozQ8hfFfS7dsfv7E2bzvWWGMNWz43SyLIVNfbOrJuc6W3ceSzn5PathSfAnEiIiIxuPBkwN3gI27so6BDDz3UBpRlnDkG/gd3I2TQfgJdjKPEnazIbkkz+H4Qy+ZEa7fddrNB0RlonTsZgpMtLpL79OljJ18smztopcWFN7+ocgLGoO+MdeLfLYyTTH7N5S6iDBjPTRFGjBgxdxyTKHFlTaqPqDoE28cvtf74czzn110CFEFJyy/W/kDWusnaPrIuv23btvarNif7Pu62SRs+88wzXadOnWzwaf9X8ULbTRpx6yfwwzyCV+CmFjxn/D+w7dxt1ldbt4WLNQbAZgwf9iWv8R/+3YIrZVtAVgR3bmXdZ5xxho1Px11RCRyDC3JulkI3Lh+BYi5c45xzzjl2EcpNcejyTxn8dRL89z9/uEhl3DsyXospbv10+2aIAD6nWrZsaZ9dBCx9XFTTLZ7AObgpBs/pLg++NziWc6nUbeeHGX4k4HOL8aTYZv9BwBl1ddvB6/hMpox9+/a1H4S4oZP/fVHbt93/YYAsWH60Ql1v61m3uS608Xz2c1LbluLTXVNFRERE6ijGlCODIRj0qVSDBg2yLpQEiypdXdqWLG2M7lpx4z/WFWQDsn8ZG3BBo21fsLZd2yzzA4FS3TVVRERERGqlnj172vgw/q/xlYwMKy6A6oK6tC2Mf8ddVGWe//73v9aFeEGkbV+wtl3bLJIfZcSJiIiIiEjJLSgZcSIiUjrKiBMREREREREREZFUFIgTEREREREREREpA3VNFRERERGRkqNrKncLFBERKUSld01VIE5ERERERERERKTENEaciIiIiIiIiIhImSgjTkRERERESo6uqSIiIoVq166d91/lUddUEREREREpCwJx//73v71nIiIi2U2fPr3ix4hT11QREREREREREZEyUCBORERERERERESkDBSIE1mA/P777+7II490rVu3tkdavHbKlCn2/0EHHeRGjRpl/yNqmfmuZ34Ib0+SNK8vxTIrzXvvved22WUXN3v2bG9K6WVZZ12scymPvn37unvuucd7Vnuo/Us5RLX/2npMiIiI1FYKxInr16+fW2+99Wo80p6kd+/e3d14443eswVXJdTDuHHj3IcffugefPBBN3HiRG9qNjvssINr3ry59yx6mcVYTzGk2Sfh7UkSfn3UOrIusxD5tLtytNVLL73UHXLIIW7hhRf2pjj7TGnTpo1r1aqVO+yww9yXX37pzanpl19+cYMHD3bbbbedBXO7devmnn76aW9utKh15pJmPy7Iamu7KocJEyZYO9piiy3su/Crr77y5lQ54ogj3GWXXZY5yJyl/fPavffe29r+9ttv70499VT3/fffe3Ojqf0Xz4Lc/pPaXlT7z/eYEBERWVApECemffv27t5776326Nq1qze39GbNmuX9VzrlWEdt9/nnn7v111/fNW3a1DVq1Mibmg2DLHMR54taZjHWU679Fd6eJGlen3WZdc20adPcs88+63bbbTdvirPPlGHDhrnjjz/e3XbbbW7OnDmuT58+OS/czj//fPf8889bcIH3brPNNu6oo46yZUeJWmecBX0fSW5k9BKEI6s3CgGK+vXrJwaGg7K2/wceeMDtvvvu7uqrr7aA9HPPPWfvzUXtX4olqe1Ftf98jgkREZEFmQJxYpZeemnXokWLao9ll13W5pGJMmLECLso2Wyzzdyuu+7qnnnmGZvHydnLL7/szjvvPMscIHsFXFxccskldqLPCVrPnj3du+++a/PAMrko4WJgk002cdddd503Zx5eM3ToUHfooYe6rbfe2u20007uiSee8Obmtw7ew7S2bdu6li1bus6dO1v2A9IsL2s93H333RbQZHmsk+DCn3/+afPw448/WnCBDImdd97ZPfbYY/ZavxtoUpnCuIAcNGiQXUTyeso6Y8YMm0fm4zXXXOMeeughK+PJJ59s08O4A80xxxwzt0yPP/64N6dKsEtT1DJzrSff/VXsfRIW7qIVt0wEX59rHeFlJrWDJI888oi1VdosASn/oiifdpfrPUl1nasMUR5++GF7HZ8rvtGjR7v99tvP7bHHHm7DDTe0Mr3//vsWbIvy6quvur322sttueWWbo011nADBgxwf/31l3W/ixK1zrgyp9mPhbQ/JO133n/VVVe5/v37u4033tjK+sYbb9g6/IwUjieyA31ZPxPi1IZ2VRvrkGAW79l88829KTWR2UabSytr+2e7yW6j/Xfo0MGdeOKJbvLkye6PP/7wXlGd2n92av/RZUrT9qLaf9ZjQkREZEGmQJykcvPNN7uDDz7Yvfjii9YFYeDAgRb0GTJkiNt0002t6wIXyPwij+HDh9uJG9ksdFPkJJeuOMGTwZtuusn16tXLvfTSS3ZREIX1MvYIv8gS0Dn22GPnZsTksw5OPu+66y532mmn2a++LHPRRRe116ZZXtZ64ISX19x///32GpZ/7bXX2jycffbZ1j2JDAm6dVx//fVu5syZ3tx0ZQo699xz3QsvvOBGjhzpbr31Vvfdd9+54447zuYxjaAmJ+qU8YILLrDpYSyDbqW33HKLrf/KK6+sVqagqGXmWk8++6sU+ySNXMsMS7uOpHYQ54cffrD3Ug6CojfccIMFWpFPu8v1nri6jitDFC5ICTb4aD9c6G211VbeFOdWWmklt+aaa7rXXnvNm1IdF4hPPfWU+9///uf+/vtvuzgku5KLzSjhdWYpcz514otrK2n2O8c89XLHHXe4ddZZx51wwgn2ucBnHd3cCNYEf6hIU6Y4lAm1oV35Kq0OsdFGG1mbSyOf9h9G2ZZYYgm32GKLeVOqU/tX+y9VHUa1vaj2H57GuuOC2SIiIgsyBeLEMMguv+IGH35WFuimwElqvXr17BfYuMwUTiA5qeWXW07CVlttNfu1d4UVVqj2Sy+/tDL+yEILLeQWX3xxb2p1ZGT5J8cMQs2J7tixY/NaBzgxPOOMM2xZvIdfcPlVOO3ystQD9t13X1t/s2bN7H2cGPu/GP/00082htrpp59uF1AbbLCBO+WUU+ZeKKQtk49MNoIVdCVhXSzvoosusqDWW2+95b0qHmXixJwykSVAuQhW+mXKVz77izouxT5Jo9jLjGsHSb755hsLRNFWuXjn2Nx///29udGyri9p/2QtA8Fy3uvjopc25GfZ+nhOsDgK7XjllVe2zBIu8LgIJfMjvAxfeJ351FtQMT4T0uyHdu3auQMPPNDG6yI79uOPP7ZgNJ9LBB0ps/9ZnKZM3377rX2OsF6WTYYOQSDKxcU3xzZqQ7vy1bY6TGP55Ze3NkcX0yT5tP+gX3/91bKMGYOMOoqi9q/2X4r2n6vtRbX/8DTqlR9UREREpCYF4sS0jxgjjotf3+qrr+795+xkbJlllsl5AfHpp59a1wlOLjm59R/vvPOO++KLL7xXObf22mt7/+XG+4J4/tFHH+W1jk8++cTGHaO7RVja5WWpB9BFpHfv3nYCzfLoIuIP/P3ZZ5/ZhUCwngme+UHDtGXysTwu9ujW6Vt11VXdcsstZ3WWhr+MYNYR/wdPwPORz/4q1T5Jo9jLjGsHSagT2ixdluj+NH78eKuXOFnXl1TXWcvAPMYL8vkXZlnaEVkiXIyS/UEWKxeoXGT6Xa3DwuvMp96CitH+0uwHxlL0cSGL4DQukP3lpSkTGakEeK644goLSDCdLmoE1ckEpj5QG9qVr7bVYRpkB/FZySNJPu3fRzbd0UcfbUFphgzIhW1S+1f7L2b7j2t7Ue0/PK1jx441svdERESkigJxYqLGiAtmqfnBoSCCSFF+++03+8svsFxIBx+M/+XL1cUmKDxgv/88n3XEZS6kXV6WeqCs/nhnjJf29ttvWxcSfxviyoO0ZSo2LgT87rrgDnxR251FPvurFPskrWIuM6kdJKEsdCviwpIMA7oVcWGZa6yofNaXVNdZy8CFJNmVvsaNG1s7IlsliIvDqAw3LuToqk2XLLI6+Dw66aST3JJLLmnZu1HC68xa5rBC21/a/bDIIot4/80L1ISn+W0vTZkYK4quaQTQyTAlMMHrGUSd8TAZZwq1oV35alsdpkFboz0G15NL1vbvYzvJViJw8p///Kfa53KY2r/aP4rV/llHXNuLav9ZjgkREZEFXc1vf5GMOEEL/irKGCVcdGTp5pPL66+/7v1XhfF01lprrbzWwXg8lJUT0LBilDlcD9w5lAstxnzhV2qWTxcZH7+CcwL+5ptvelOcnWj7J8xZy0QXE17PIPc+ysDFH3WWBsugTB988IE3xdl4ccHtykc+9VuKfVIKSetIagdpsE/I3uACk67DZDiSKYGs7Q7h96Sp67gyhJGNEczCJFOHacGB6b/++mvrQhXMvvTRNYsLwfAFavCCMiy8TmQpcz51EqcY+z0sTZmWWmop7795GN+pSZMm3rN5akO7ijO/6jAN6iqYdRQna/sH7Z8MUG7ow90rGzZs6M2JpvZfRe0/XpoypWl7Ue0/yzEhIiKyoFMgTgwnXHRNCD64UEiDsUsYh4wuYyyHE+EePXrY2CwMMMzJJMGhCy+8sFqAJw1uPEAXNZZx+eWX26+23Hkun3WQ4de7d2931lln2eDMdMOYNGmSmzhxYlHKHK4HfmXnBNY/4WU5o0ePtv/BOrmhwf/93//ZGG7UOTc24CTZn5+lTAxkzy/6DNJMOQjqcbcz7sQWHMQ7Duukywp3qyUzgF/DucGF/yt7vvKp31Lsk1JIWkdSO0jChSEXQ1yAcUySGcH+oNsxsrY7ZD1mk8oQxrhur7zyivesCmMWjR071rqA0TbpNsZFoT+APeMWccdfkBnJdAYTJ3DOBR5tkq7TjOkUJbzOrGXOWidJCt3vUYpxTPhqQ7tKMr/qkMwePo8JlIHpPPezicCg9Ntuu633zFk90r5zydL+yZamSyDfC3SbpN3738vhbCif2r/afxpJZUrb9sLtH+FpjGV3+OGHe89EREQkSIE4MXTZ2Guvvao90o7twR0yp0+fbuPMEVgCA/xz10sunhknhO4iZGbRRScLls3dx3bbbTe7EcGwYcNc06ZNbV4+6+AOomzbmWee6Tp16mQDFvu/YBda5nA98Cs8N0u4+OKLLXjA+DTBrh9gQHq2h4GQ+QWaizUuBvyxfrKWiYs7BmDu06ePDd7M6whmZEE5WT9dArt06WIDQTdo0MCbm7986rfY+6QUktaRph3EoasPdw3mrnrcZIQLsREjRszN8Min3UWVOa6uk8oQRvcvstqCgQGOO5ZJ2fxB0bn5gh949i/4fNycgS6pHLOMD0fQnO5juYLK4XVmLXPWOklS6H7PpdBjwlcb2lWS+VWH/DhDeyUQAe4oyXM/e5m7SDLwf9euXe05qEvabC5Z2j9jcz355JN2QwHKyXv9B4PhR1H7V/tPK65MadpeVPuPmkaAkyCfiIiI1FRvzj+mTp3qPRWpPbj45tGzZ09vSt33/vvvW0YaJ7TcZEGkUjH+Epk/ccGJYpsf65QFT1Q7I5uNron8yDO/qP1LOUS1syxt76mnnipKQFFERBZc/PD1888/e88qz5gxY5QRJzI/kb3AINJ0ZaGrDBdz22+/vYJwUvEIoNP1LjhmUqnNj3XKgofuggMGDPCeVSHzZ353w1P7l3KIav9R00RERCQ3ZcRJrbUgZMQxeDcZFIxXx51rGeeHYBzjuIiIiIjUJcqIExGRQtWFjDgF4kREREREpOQUiBMRkUKpa6qIiIiIiIiIiIikoow4EREREREpOTLiuCO7iIhIIdQ1VURERERERERERGKpa6qIiIiIiIiIiEiZKCNORERE5ovmzZt7/0kl03mkiIiISDrqmioiIiLzDYE4nYNUNk4m999/f++ZiIiIiMRR11QREREREREREZEyUSBORERERERERESkDBSIExERERERERERKQMF4kRERERERERERMpAgTgREREREREREZEyUCBORERERERERESkDBSIExERkQVC69at3ZQpU7xnNSXNL6aDDjrIjRo1yntWWuVcl4iIiIjEUyBOREREKtLdd9/tWrRo4a688kpvSun069fPrbfeeu7666/3plSZNWuW22qrrWzem2++6U0VEREREYmmQJyIiIhUpHvvvdcdfPDB7p577vGmlFaTJk3cfffd5z2r8vTTT7sGDRp4z0RERERE4ikQJyIiIhVn2rRp7q233nLHHHOMmz17tnv11Ve9OVV+/vlnm9eqVSu38847u8cff9ybUyVpfpQ2bdrYeqdOnepNqQoG7rHHHt6zeX7//Xc3aNAgt8UWW1iX1yOPPNLNmDHDm1sT23DJJZe4HXbYwV7fs2dP9+6773pzq+YPGzbMtW3b1rVs2dJ17tzZTZgwwebtuOOO7pFHHrH/fSzjpZde8p5Vl7QuERERESkdBeJERESk4hAAa9++vWvYsKEFpXgedO6557oPP/zQ3XLLLW748OHWfXXmzJne3OT5URZddFFbl58V99NPP7lJkyZFBuJY/gsvvOBGjhzpbr31Vvfdd9+54447zptbE2WYPHmyu/TSS924cePcNtts4w477DD3yy+/2HwCZ3fddZc77bTT3AP/3969B1tV1QEc/yH5CJ+o9PBVvm6JpeFrMhQsMzR0UsnIEG20wdRKLSsIn1Hii8TKZmoSMXXqZkNmmE5lOZqZioSVGFfDBBLHRCUMJR/kWu6rgMAF9P7kMp/PzJl79ln73H2O/HPn61p7XX99DB8+vH6eVdHRtQAA6DxCHADQ5ZTwdvDBB9fnAwcOrHGqPaSVQFYC05lnnllnj+288841XJWZYCsyvjyHHnpofe8LL7xQr7nHHnvE5ptv3oy+pMy2K/evO+OMM+qMuN69e8cFF1xQZ6iVWXxLKrPnxo8fH6NHj66/b5tttqkz6Hr16hW33HJLzJ8/P6644oo466yz4oADDqjjZXZemdG2sjq6FgAAnUuIAwC6lD//+c8xd+7c6Nu3bz0uGyW85S1vid///vf1eMaMGTWq7brrrvW4KM+7detWn3c0vjxlKWeZhXf77bfXmXElzC2p/ff36dOneSVi6623js022yymT5/evPKKhx56KBYsWFDDYvku7Y/77rsvZs2aFf/85z/rphB77bVX845V19G1AADoXEIcANCllNlwTz75ZL2/W5ltVh5lmemimzaUqLbo0s3u3bvHWmu98mdPR+PLU+LbpZdeGvfff3+9v9xrVWa8FXfeeWdMmzZtscewYcNi4cKFdXxZlva5y4y9penoWgAAdC4hDgDoMsry01/96ldx3nnn1Rlp7Y/LLrusLq187LHH6nLLEqceeOCB5l1RQ1370tOOxjvysY99LCZPnhwDBgxY6o6p5feXsLfoBhIzZ86MOXPmxHbbbde88ooddtihnr+spaHbbrttjYYlni3NpptuWsNku9mzZ9dZb0vT0bUAAOhcQhwA0GXcdNNN9echhxwSO+6448uPsky1BKuJEyfGRhttVJdejhkzJp555pkapcpmB+1LTzsa78iWW24Zd9xxR71n29JsuOGGMWjQoBg1alS9L9zUqVPjK1/5Suy+++71fnRLKp9nyJAhce6559bPX6JdiXjnn39+jYU9evSIY445Js4555y6u2tZQlo2ibj11lvr+8uS1TJLsNz/rTzK+5Y1u6+jawEA0LmEOACgyyjLT/v37x9vetObmldeUTYyaF+eWnYXXWeddeqGBiXa7bfffovNXutovCMbb7xxrLvuus3Rq40YMaJuhvDZz342PvWpT0XPnj3rLqXLUjaLGDp0aI2DBx54YJx88sl1Bl15X1F2XC1LYs8+++w46KCD6mYL7TP4jj/++LphRPkOZbZeWS67vM/W0bUAAOg83Ra+qK2trTkEAMjR0tIS/gbp2lpbW2Pw4MHNEQAAy1P+djIjDgAAAAASCHEAAAAAkECIAwAAAIAEQhwAAAAAJBDiAAAAACCBEAcAAAAACYQ4AAAAAEggxAEAAABAgm4LX9TW1tYcAgDkaGlpiVGjRjVHdFWDBw9ungEAsDytra1CHAAAAAB0thLiLE0FAAAAgARmxAEAS3XzzTc3z+CNs99++zXPAAC6NktTAYBlKiFu2LBhzRHkmz17dsybN685AgDo2ixNBQAAAIAkQhwAsMrKssGLLrqoOQIAAJZHiAMA0uyzzz4xduzY5mjV/PKXv4wDDjggevbsGd26dYtZs2Y1Iy+ZM2dOHHvssfG2t70tNthggzjiiCPi0UcfbUajhsM999yzjm2xxRZx3HHHxWOPPdaMAgBA5xHiAIAu5b///W/069cvzjzzzOaVxQ0dOjSmTJkSEyZMiNtuuy3mz58fH//4x5vRiJ/85Cdx5JFHxvXXXx/f/va343e/+10MGTKkGQUAgM4jxAEAy/Xcc8/F6aefHltvvXWst9560bt37zorbWnGjx8fu+22W6y//vr1/C9+8YvxzDPP1LGjjjqqhrFTTz21zmQrM9ZWxSc/+ck444wzYt99921eecXcuXPjhhtuiAsvvDA+8IEPxK677hrf//7349Zbb41JkybVc8rP8rn69+9fA90FF1wQv/3tb+Ppp5+u4wAA0FmEOABguUaOHBmXX355nT127733xpgxY2LttdduRhdXot3o0aPjb3/7W1x99dU1cJXQVVx11VXRt2/fuPjii2PhwoXxyCOP1NeXVJaubrLJJs3Ryvnf//5Xf/bo0aP+LEoULG6//fb6c0n/+c9/YsMNN6yREQAAOpMQBwAs01NPPVXD2KWXXhqHHXZYbL/99nHQQQfFgQce2JyxuM985jMxYMCA2Hbbbevy0VGjRsXPfvazZnTFbLnllrH33ns3RyunV69escsuu8Q3v/nNeOKJJ+ostzJ7rlha+Js3b14NhSeccEKdpQcAAJ1JiAMAlun++++vs8zK7qgr4q677or9998/Nt100xq2Dj300Jg5c2YzumLK5gpleemq+vGPfxyzZ8+OzTbbrM50e/zxx2sYXGutxf/sWbBgQQwaNKguoT3nnHOaVwEAoPMIcQDAMpUlpCuqBLuBAwfW2WxTp06ty1R/85vfxLPPPtuckaPcw+7uu++uAa7sljpu3Lj417/+Fe985zubM176rGWGX7l/3XXXXRfrrLNOMwIAAJ1HiAMAlqmlpaVGqptvvrl5ZdmmT58e//73v2PEiBF1I4bu3bvHPffc04y+pPyu559/vjnqXOU+c2Vm3pVXXlmv2b6ctkS4ww8/vIa6snPqoveTAwCAziTEAQDLtMEGG8Qpp5wSJ510Ulx77bXx4IMPxq9//eu48cYbmzNeUe7tVqJW+7LSMivukksuqc/blVlpf/jDH+Lhhx+uIWxprrnmmnofumV58sknY8qUKdHW1laPy3XKcbmfXVHuSVeWp5YdWsvGEl/4whfiq1/9av18ZYZfWY46efLkOO+88+If//hHfW95tG/0AAAAnUWIAwCW6xvf+EYcffTRceKJJ8ZOO+0Up5566lJntZX7sZXZZyV6bbXVVnXjhuHDhzejLznttNNixowZ9Z5tZQnp0pRlpMva4bQoEbBPnz4xZMiQelw2hyjHkyZNqsclqJVZeR/84Afje9/7Xv385VGU+8JNnDix3kOujJf3tT/K5wIAgM7UbeGL2v+PMgBAu7IcddiwYc0R5CvBtOxsCwCwJmhtbTUjDgAAAAAyCHEAAAAAkECIAwAAAIAEQhwAAAAAJBDiAAAAACCBEAcAAAAACYQ4AAAAAEggxAEAAABAAiEOAAAAABIIcQAAAACQQIgDAAAAgARCHAAAAAAkEOIAAAAAIIEQBwAAAAAJhDgAAAAASCDEAQAAAEACIQ4AAAAAEghxAAAAAJBAiAMAAACABEIcAAAAACQQ4gAAAAAggRAHAAAAAAmEOAAAAABIIMQBAAAAQAIhDgAAAAASCHEAAAAAkECIAwAAAIAEQhwAAAAAJBDiAAAAACCBEAcAAAAACYQ4AAAAAEggxAEAAABAAiEOAAAAABIIcQAAAACQQIgDAAAAgARCHAAAAAAkEOIAAAAAIIEQBwAAAAAJhDgAAAAASCDEAQAAAEACIQ4AAAAAEghxAAAAAJBAiAMAAACABEIcAAAAACQQ4gAAAAAggRAHAAAAAAmEOAAAAABIIMQBAAAAQAIhDgAAAAASCHEAAAAAkECIAwAAAIAEQhwAAAAAJBDiAAAAACCBEAcAAAAACYQ4AAAAAEggxAEAAABAAiEOAAAAABIIcQAAAACQQIgDAAAAgARCHAAAAAAkEOIAAAAAIIEQBwAAAAAJhDgAAAAASCDEAQAAAEACIQ4AAAAAEghxAAAAAJBAiAMAAACABEIcAAAAACQQ4gAAAAAggRAHAAAAAAmEOAAAAABIIMQBAAAAQAIhDgAAAAASCHEAAAAAkECIAwAAAIAEQhwAAAAAJBDiAAAAACCBEAcAAAAACYQ4AAAAAEggxAEAAABAAiEOAAAAABIIcQAAAACQQIgDAAAAgARCHAAAAAAkEOIAAAAAIIEQBwAAAAAJhDgAAAAASCDEAQAAAEACIQ4AAAAAEghxAAAAAJBAiAMAAACABEIcAAAAACQQ4gAAAAAggRAHAAAAAAmEOAAAAABIIMQBAAAAQAIhDgAAAAASCHEAAAAAkECIAwAAAIAEQhwAAAAAJBDiAAAAACCBEAcAAAAACYQ4AAAAAEggxAEAAABAAiEOAAAAABIIcQAAAACQQIgDAAAAgARCHAAAAAAkEOIAAAAAIIEQBwAAAAAJhDgAAAAASCDEAQAAAEACIQ4AAAAAEghxAAAAAJBAiAMAAACABEIcAAA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} }, "cell_type": "markdown", "metadata": {}, "source": [ "![image-2.png](attachment:image-2.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 2.1.2 Adaptor Protein\n", "The adaptor protein has two binding sites, one for clathrin and one for PIP2. Both sites are colinear with the COM and are both 2 nm apart from the COM." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The coordinates of the binding sites of adaptor protein relative to its center of mass are (unit = nm):\n", "- m2muh 0 0 -2\n", "- b2clat 0 0 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The translational diffusion constants and rotational diffusion constants of ap we will use are Dt = [25, 25, 25] (unit = um2/s) , Dr = [0.5, 0.5, 0.5] (unit = rad2/us)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, let's fill in the information as below and again click ``Add Molecule`` when finished. A `\"ap2.mol\"` will be generated in the current directory." ] }, { "attachments": { "image-2.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "\n", "![image-2.png](attachment:image-2.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 2.1.3 PIP2\n", "This is the membrane lipid that binds to the adaptor protein. It has one binding site, which is 0.0001 nm above the COM. It only diffuses 2 dimensionally on the membrane, so we will set the translational diffusion constant in the z direction to 0. It also only rotates with respect to the z axis so its rotational diffusion constants in the x and y directions are 0." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The coordinate of the binding site of PIP2 relative to its center of mass is (unit = nm):\n", "- head 0 0 0.0001" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The translational diffusion constants and rotational diffusion constants of PIP2 we will use are Dt = [0.5, 0.5, 0] (unit = um2/s), Dr = [0, 0, 0.01] (unit = rad2/us)." ] }, { "attachments": { "image-2.png": { "image/png": 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37npc9Od99PWs5Qx1XC3P1coZ562+Yi13a3wvV1G3j8QVI32lPefckj/L+UKdq4i2VnzRm6+V68ePH1+en5//PI53S4RcUCjt0d+Ly21FPR6Av3p7e/vy8+fPy9mxFCcAgLvTeijlMbS+dkd+PXNxAoDbOrM44WMdAAAcQlEJgL0UJwAAuJrCBADXUJwAAO6Oh9zHs/Q18/UEYI3fOQEAwMMov3Pi+/fvlzMAbs0vxAQAAAA+JB/rAAAAAKbyzgkAAB5G+VgHAPN8+/btcnQsxQkAAB5GKU48Pz9fzgC4pbe3t9N+54SPdQAAAABTKU4AAAAAUylOAB/G169fm9uI0bg1R+XJzsh5hnu69plrueXXK8/VO74XS2vau94y7tprzePPWOM1zp5zb/4Z92LJ09PTn9uStX4A5lOcAD6Ul5eXv23wUfW+vx/t+37PessD8i3/jD/aPf0sStHh/f39zw2Ax6Y4AXwa8dO+ss8/+cvtIWJyW9GKbWmNLaJ9a1+2FNfri/NWX603NkSOpTxH5sgxe8bV+6Icx1Zb6gu9vmjv7YtyHFuWY+u+Ym1Max/KeWxZjq/7ajk2tMZErlbc6D5bast95Ti2rBUben3lvNWWtWJq0Z/jWmMiV6svW4rr9a2dZ70cWfTV+5DPc0wdV0R7q29EvBsivyuiHMe2pBczOh6A4ylOAJ9KeREcP22NF8TxE9HY55gcF6K/pzVHsZR3qS+7Jkfur/tGrc0xYjRH6cv7veOKGJuPY8t5RubIuWrRnvtz/Fr+3J/7eu2htOd9lse2xq/lziK27PNxiLY6XznO+yJiszymaMUUdb7evGE0T5Fz1XnCSEyI2LLPxyHa1vItxY3mWDKao/Tl/ZqcN+dcmq93XIt3S8S+FBTiXRRl6xUYclyOGR0PwDkUJ4APpbyQrbesvAi+1lqOI+bY4xbrmnVt18rr3nINdWz5ftp6D7bMPZJ76/xrtuRbu5a9ubLSHn92t+RbcsS6etbic/9R17PmVvOM2LOWvfesFBS22jMGgHMoTgAfSnkhW297xMNR2e7N0tqW+kaVexbjy76+h0fMcUSOa8ycf8/c8TWZsd6t9lzfo5n19Tj73l6bv4zb8nfutfO1lHc7xNYT74poxYyMB+AcihMADeUFdt7uSW9t8WBQtx/pqDlyjmvy7HHNNZT4ax6krp372vnPdsT3R85xz9c6Y40xZ2xH25O/xO29B3vmW1IKCvGRjLV3RERMXYTI48sGwO0oTgCs2PrC+5YPK2fNFQ8cRzwwrK3xlvdrq9ba4t7c0j3foyOV68zfczPu9Yh7WNPSGnp9W9Z91DWO5jlqvhGj74rw7gmA21KcAD6U8gK33kZFbDwQxbb1AT2Pbz1obe3LtuYo+yONzpHjynHWyrGkxBR7x9VaeSJ2dI48pqXXtzT3kjyut6ailas151lac5V9yMdHuvYat64rz7d1rtro2pfiRvtye20pR0uJCTG2NSbnzf25ve4r5yEfr4l3QsQW57Ucl98d0RoPwO08/fqL9/319fVyCgAA29QFhqLVdoQfP358eX5+vpwBcEtvb29ffv78eTk7lndOAACw21lFCAA+F8UJAAB2UZgA4CiKEwAA7LJUmFC0AGALv3MCAICHUX7nxPfv3y9nANzaWb9zQnECAAAAmMrHOgAAAICpvHMCAICHUT7WAcA83759uxwdS3ECAICHUYoTz8/PlzMAbunt7e203znhYx0AAADAVIoTAAAAwFR3V5z4+vVrcxsxGrfmqDwj8ly943uxtKYj13vGtZec1+bN45dynbH+NWfPuTf/jHux1RFfyyOu84x7tffajlrLGdd0jbyeW6ztlvPd+l6X+VpznnXNvfluaWn+2WsL97KO7Ow1PT09/W3Leu3FUh8At3eX75x4eXn52/ZR9a7t0a75yPUefe3lhVHJeat7+mhfO/p8LXkUt/xevfXfqbeej8fz/v7+ly2UokNuz0WIpT4A5ni4j3VEBb7s47jI7SFiclvRig11Xyu2HMeW5di6r1gb09qHch5bluPrvlqODa0xkasVN7rPWm2h9NX9+Tz6e3Gt9iz6ckxvXCs29PrKeasta8XUoj/HtcZErlZfthTX61s7z3o5suir9yGf55g6roj2Vl9PHTtyPhpTt4elvmxPjmiv+9bOs9b4Jb34aN+Sq+iNi/PcnuNa8bk/9OKLXl8578W3+uK81ZfluKw3LtpbfbVWXD6P/l5cq72lFRvHrfG9vnLei+/1hejLMb1xdWy9L+oxRWmLrdZrX9PLGee5Pce14nN/VrfHcSs2xJhWTK8vznP7UkzdV4uYHNcas5YHgI/nIX/nRPkHK36KEv94xU9UYp9jclyI/lq05b4cO5q37uu1h9Ke91ke2xq/ljuL2LLPxyHa6nzlOO+LiM3ymKIVE/JceUwW/XWOPLZsS+Pzfm1c9NeiLfflXL35R2JCxJZ9Pg7RtpZvKW40x5LRHKUv79fkvDnn6HzX6M2dra1jJEexFNfry+2tcSN6uXt68bl9NFexNi768/FS3Fp/LdpyX2+e0TlafaH05X3RG5fb675aL0eWc2V758mx5Tjvs1ZfzpPn6+Wvlb68XxsX/SHOyz4fh2iLrdeX29cs5SyiPx8vxbX6W+PKcd7XRvPVfUX0l30+zqK91RdyTI6rx0RcHK8p73qIDYDHdZfFifIPUb1l8Q/WNbbkyLFr40byHrH+7Mhr2ZsrK+3xdRvNtxa3Jdc1tsyxdT1r8bn/Ftda3GqeEUevpeSr/+4I9ffTnrnrMbNy7DEyz9FrWcvX69+6ji3xe+fcuqawd1zPWr5b/b255Nbz1/Pl82vWsmXsWmyvf+/6bjEuxx69/lDGl+/ZrX8/549m+HgGwGP70L9zIv6RK9uR9uQt13DGWs6w5/r2GL0npb/1PRBj18bPNOvrfva9uTZ/Gbflz/W1892TR/q7oGfv12PvuNpReZbcYo5sdL6P9PfmvazljHUclbOX55H/HuldEwA85Mc6RpV/vPN2hPKP6d6cMeae/0G+5vpCzrF2raNxLTE2tnsV67vl1z3fl7IdbU/+Erf3HuyZL4vvyVt+DZbEddzLeraK9cc2Ir4GW8b05DzX5mo5cq2j8nxrc0bMnu+fPEfZZrqXtRy9jlt9r0fbo/09kq+nbCHfty3X5J0SAB/Hhy5OZLP/8X60Fw97xYuLsPQiY+Se1Pl67vX+3sO6ltbQ69uy7qOucTTPlvni+y++h+rza+y97r3jRozmHok7Mtc11vKfPf8MS9c0cr0l5tH+3ryXtfTWcYv1rc2R+49Yz9HXtCdfjCn7/D0bf1cD8Lk85O+cWBKx8Q9bbFsfRnpztvL2YrM8bmktrVytOc/SmqvsQz6+Vp5r6ZoiJs/dWueIveNCGbNFnm/rXLXRtS/Fjfbl9tpSjpYSE2Jsa0zOm/tze2tsabuFtXWMynlGcyzNPZpvNC704nP7aK6iNa7sW3Jsnb+VZ4syZk1rjpFxLXvn68mxS3E5X9g7z1psrcSv2Zv/mnW1LOXLfVvmaeUs+5alOVp5wtK40tYymq/uG5Vz9MbvmafELYnfMxFbOQ97+wCY4+nXX8bvr6+vl1OAc7VekI6+SG25ZiyPwdeYz+JRv9dvve4fP358eX5+vpwBcEtvb29ffv78eTk71qf5WAcw39EvYD20fkzl6wqfge91APgPxQngJs4oJChMfEzl61q+X2Lzdeaj8r0OAP/hYx0AADwMH+sAmOfMj3UoTgAA8DBKceL79++XMwBuTXECAAAA+JD8zgkAAABgKu+cAADgYZSPdQAwz7dv3y5Hx1KcAADgYfiFmADznPkLMX2sAwAAAJhKcQIAAACYSnECAD6wr1+/NrcRo3Fr6jy9NeS2pbmX+npGxuzJ2zN6LVlvzNL4PblrIzkiZnS+La7J/fT0dDkC4NEpTgDAB/fy8vK37ZbyfOUBtLeG0XXtWf+eMUe5h+u65vrja3a2MscZxQ8AHoPiBAB8Yvmn1vnBMLeHiMltRSs2q/uPigvlvBcbto6JvhzTyhH7ui9rjWuNifN6vyTH5HH12NZ53bZFb3y0b+3bI941sbYPrfPYAJhPcQIAPrnysFh+ap1/ch0/KY99jslxIfqXRP9RcUVr7WtGx0Rc2efjLNrXcoUc3xtT2vN+i5H1jMSEiM1643P7lr6sNa7n/f39L/uiFBryeU/ExaZAATCf4gQAfHDlAa/esvJAeK0jclxrzxqWxuS+Xty1133t+NrWfHvmP3rNS7bONVKYAOA+KU4AwAdXHvDqbY9ecWOmci1b17RnDB9PfKTDuyYA7oPiBAAwJBc3ynYvYj1bCxRbx/Cx5I91eMcFwHyKEwDAZvfyUL9nHUeu/dpcR9/Hrflm379bWXt3hHdPAMynOAEAH1x5mKy3UREb7zKIrZyfbWSdeV2ja9ozpmdrrhy/Nqb0hzwmt9dG1jMSs6Q3Prdv6VtSYtf0Cgvl3RDxsY36nRG5r9UPwO09/frL+P319fVyCgDAiC0P2bdw1npueZ0jc/348ePL8/Pz5QyAW3p7e/vy8+fPy9mxvHMCAAAAmEpxAgCArvJOhpGPV1zr3t6JAsBtKU4AAOxwbw/SZ67nFteqMAHwufmdEwAAPIzyOye+f/9+OQPg1s76nROKEwAAAMBUPtYBAAAATOWdEwAAPIzysQ4A5vn27dvl6FiKEwAAPIxSnHh+fr6cAXBLb29vp/3OCR/rAAAAAKZSnAAAAACmUpwAAB7C169fm9uI0bg1dZ7eGnLb0txLfT2jubNr1xAxo/NtcU3up6en5jZiNA6A21CcAAAexsvLy9+2W8rzlYfp3hpG13Xt+m8xT1zn2cocewoU7+/vf9sAeDyKEwDAh5B/Ap8fcnN7iJjcVrRis7r/qLhQznuxLTk2jls5Wud12xa98dG+te9Mo++o6MWMjgfgOooTAMCHUR58y0/g80/h46f+sc8xOS5E/5LoPyquaK19q5EcW+aJ2Kw3Prdv6cta465RCgr5HRW9AkOOyzGj4wG4nuIEAPAwysNqvWXl4fZaR+S41t41bB23Z55b3p+RuUrBIG9ZKShstWcMANdTnAAAHkZ5WK23PXrFjZnKtdzbmh5BfmdDq7DQK1xkZVwvZmQ8ANdTnAAAPp0jChxniPUoUByjFBSWChdZxNRFiDy+bACcQ3ECAPjU7qUQcMQ6tubYM+dHLJyMvivCuycAzqM4AQA8jPJgXG+jIjbemRDbLd45MbLOvK69axrJce08vfG5fUvfkhJ7jXgnRGxxXstx+d0RrfEAnOPp11+y76+vr5dTAAAe0ZaH/i3OytsyMtePHz++PD8/X84AuKW3t7cvP3/+vJwdyzsnAAAAgKkUJwAA6IqPZJztlu/QAOD+KE4AAHwAZz7Y36JooDAB8Ln5nRMAADyM8jsnvn//fjkD4NbO+p0TihMAAADAVD7WAQAAAEzlnRMAADyM8rEOAOb59u3b5ehYihMAADyMUpx4fn6+nAFwS29vb6f9zgkf6wAAAACmUpwAAAAAplKcALgzX79+bW4jRuPWHJVnxJ5rO3t9W/IvraucR1s+3mrvuHtxxPqvyRFjy74+ztteR+Yq9uYbjR3NNyLm7OVcmqvuW4rteXp6+nMLcZ7bajlmLbYYicsxa7FFK25kHMBHpjgBcIdeXl7+tvEf93o/8rrKg1Z87fLxHnvH8Z+vQ6iP87bn4TgcmavYk6/EranvxzUi15Y1ZvWYPTmK9/f3P/flwb4cx7b0oJ/jytZzy5xLYwA+A8UJgAcTL97LPr+Qz+0hYnJb0YoNdV8rthzHluXYuq/otWcRk+PiuN6HiG+1x77uK6K91bdkKV+9b7VlrfPRmF5cq68l4lqxvb44b/UVdXuODxGT24ocm/tye6hjjpAfjlu5t8xXP2jXY7fkKlr58rZHPS6fx3GrLZQ1LSnxOaac1zkAIChOADygeNGfH1jiISD2OSbHheivRVvuy7Gjeeu+XnuWY3JcOc77rDcm5P7ctzaup5cvK32xz8drRnLnmFbcSI5iKc9SX5H7e+OivRznfY7JcWFrjnp8FnF71LmvyXWGuP4ta9p6DRFf9vm4ZS139Nc51s7z8ZHKuxViO8oZOQE+E8UJgDtUXpDXW7b0EDBqS44cuzZuJG8vZsuaRp051xnrDXtz32LcSGwvZm3s1vVvjd+i5I4/f2fOc40z15bzLs3RWsPSurasd0vsqPyRivyximuckRPgs1GcALhD5QV5ve0RD1ZlO9KevOUaRsbsyb3XLecaMXqP7tWtvsaPfp/Kuvf+mc6OynON0TU8+tcMgPMpTgB8YOWBIG9HiIeRPTljTO8B5ZrcW91yri1iPY/6ELe2/qPu+9o8R8hrvXaes9c6Q9yfUUfdy2ud8a4G75QAuJ7iBMAnMfuB4KM9mBXXXlM9fuY9OmLuW63/rHlK3njYzsfF1ofqevy16nxn5D9Ka21H5gfgY1KcALhD5YV8vY2K2HiYim3rg0xvzlbeXmyWx/XWspY7H4fWmBFrc/XkcaNzZUvjR3LnmKW4NUt59s6Rx9VjSlvRyh19a1o56nm2iBx7cpX4bCRXrLvVV9qznGtpTGx7xHp6+UfkNZStZ+9cSzlr8bseYivnIb+zYSmuGI0djSu2xAJ8Vk+//kJ8f319vZwCAHwc+WF464Pxkr25euOOWttaniPvwRHq9Yys78ePH1+en5//PD7j4X5mTsUK4N69vb19+fnz5+XsWN45AQCwwd4H/N64eysYfGaPUuwA+IgUJwCAD6s89JeH/5CP9zqyMFEcVZgYubb6fsxU35Ole7SkPPwf5YwiwmjOI68D4BH5WAcAAA8jf6wDgNs682MdihMAADyMUpz4/v375QyAW1OcAAAAAD4kv3MCAAAAmMo7JwAAeBjlYx0AzPPt27fL0bEUJwAAeBh+ISbAPGf+Qkwf6wAAAACmUpwAAAAAplKcAJjo69evzW3EaNyR9qzt7HVuyb+0rnIebfl4q73j7sUR678mR4wt+/o4b0c5M3dxVP7RsXvzZ3WOmLuXe++crXm2enp6+nMLcZ7bes6IXYur25diAT4bxQmAyV5eXv62fST3ej15XeWhKO59Pt5j7zj+83UI9XHe9jzI9pyZuzgifxm3pr5/R4ic16y9p863N//7+/uf+/KQX45jW3roPyN2Ka4ct8aVOAD+H8UJgDsWL9TLPr9oz+0hYnJb0YrNWv3lOLawNy73FRHfao993VdEe6tvyVK+et9qy1rnozG9uFZfS8S1Ynt9cd7qK+r2HB8iJrcVOTb35fZQxxyhfpDN87bm2jL/Uu68D1tyFyP587ZHzhWWcvbay1qXlDERU49vnbfm+AyiYAFAn+IEwJ2LF//5gSYeBvJDQcTkuBD9Pbm/lyv6t8ZlvTEh9+e+tXE9vXxZ6Yt9Pl4zkjvHtOJGchRLeZb6itzfGxft5Tjvc0yOC1tz1OOziLtGb64jc58l549r2DJfa325LY5jK+ch9+X2Ws63VW+OtfN8DMDHpjgBMFl58V1v2d6HgWwtx545jlhXrZfzFvfgGntz32LcSGwvZm3s1vVvjd8q5y/H8efpiHlvufZw7drz2NE8vbjWWvaub8uYPfkBeEyKEwCTlRff9bZHPIiV7VZuOect5xpRvk73tJ6tRtcfMXuv89Hv05pyXXv/zC45I298HbZ+LY5Yy0f/PgDgeooTAB9EefGft7PFA8st5rvlXFvEeh71gWtt/Ufd97V5zpDXfvS8t76WI+z9Wsa4I8Tcj3bvALgNxQmAD8iL/7+79p7U42fe4yPmvtX6z5qn5O09NNd9Wx+Il3IfYS3/2fMvGb1PI9eQjeYF4PNSnACYrLxor7dRERsPX7Fd82Czlqu0Fa246CvycVjL3bM2V08eNzpXtjR+JHeOWYpbs5Rn7xx5XD2mtBWt3NG3ppWjnmeLyHFUrmxP7riuVmxpz3Lu3phajj9CrDe2OK/7eteTt56lPGtz9CzNV4v/vjO2+n/HyP+V51Gxo3EArHv69Rfn++vr6+UUAGCO/OC69SF2i6Ny9/Kctfa1vGfes7PUax65hh8/fnx5fn7+83hLEeCs2GspZACP5O3t7cvPnz8vZ8fyzgkA4NM46gG+l+cRCwSfwb0WJgD4D8UJAOAulIf68nAf8vFRzixMFGcVJkbuRX3/7l19H5fu65JSTFizpdhwy8LEyNoBPgsf6wAA4GHkj3UAcFtnfqxDcQIAgIdRihPfv3+/nAFwa4oTAAAAwIfkd04AAAAAU3nnBAAAD6N8rAOAeb59+3Y5OpbiBAAAD8MvxASY58xfiOljHQAAAMBUihMAAADAVH8rTnz9+rW5jRiNu0cz175n7nv9mpT5ts6Z45fG7u1bMjr30WbNm43Oe9b6Zl33Pdhz7/fcr0e8x9de8xYj+besYe96z5pjz3paY0bzlLh622tvji3jzoodtTfnlnHXxo6MC1tie/bkeHp6uhydZ8scJTa2NWfELsXt7St67QBHar5z4uXl5W8brCkvKmZ9vxwx5y3X/dn/TMX3Cucq9/iIB4ZZZn+PjH6flrg993nLuLNij1buV972rKOM2ZNjy7izYkftzbll3BGxa+NCjL/W6Hz3qjzAv7+//9+29EB/RuxS3DV9+RzgTJs/1hH/aJR9/gckt4eIyW1FK7bWG1vs6Yvz3N6KC0t9WcTVsXHe6it67S11bBzXbXvjQq+91soRx0vjW+P2aOXI53HciiuW2kMcL8XmmCWtHPXY3B/xuS302tfU4+K4btsbF3rta3o547zVV0R7qy+r+/N5HLfyLPUV0V73xXlrTEsrT86Rj0O057aiFbtmS65ebEsvNs7rvtye9yHiW+2xr/uKaG/1bdHLEw90W20Zd1bsTEv3c48t486KrX2Ga6zFtbauO/eFOmav3kN0tO/t++yiYAFwC7t+50T5h6T8Q1a2+Ecl/mGLfY7JcSH6W5bG7u0roj8fL8W1+rIctyVPr72lFVuO8z7H7Ikrcl9ur/VylOO8r/XGbZXzLOXoxY2OL87MEUp73uf4esxarp7WuHKc9zlmT1yR+3J7LeLCUs6il3dt3Ba9OYpeX25fGremlyfGRnscF1vmbvVnW3KtxWajeXNfOc77bE++Ym1cT4wL1+Th/8n3YvR+RlwYvZ/1uCXXxC6tJ2Jja8WWti05Q2tcz7WxvbWHVu5oa42NvrLPx6E+z8c9pYjQ+6l/tO/ty+1FfQ7AcZrFifgHI29Z+YfjWltyHDFf0cuzlH9vXzGy7pGY0IvdkmPE0fmKo3KO5hmJW4s5Ike2JXbN3ly9cUeurbiHa91iaY69899i3T1b5l6LPes6js7byzd7/WfNP0v9mqB+fRD9seXrX7oXrb56fDFyP1vjeq6NHR1btGJLW9lK7jCSszWu56zYJSVHT+5bigsjMaWIsNXomDpuz1wAjDn1d06Uf9xieyTlekfXffY1jq5ldB29uC3XvFdv7o9sz33t3ae9X6OP9D1U663lVo6af0+ePWN6tuTaEnsvHnHN96jcv/LnPP9ZL8dZ9Me2Vyv3iC3jzorlvpR3OsRWW+oD4PZ2faxjVPmHPG+PJNZcXpD0xIuVs69vbS1b1pHj6thoW7rmvW51r+7R1vua71PZsmjb+jVaG7fl65Pj6tho27q+vfI6ynZrR82/J8+eMS1bvvZFjh2Jn23r9dGX79+Z9zO+ZlttGXdW7KiSc48t486KfTTlnQ55C6Ug0WoHYJ5TixPZNf/wnf2PZp3/lv9Ir8115lpy7lte8zWOXOcRudZyXDtHHr831xHX2XPE+o4yOn8rbmnsNXn32JPnqLm3umbeWWs+yqOv/958hvvpe2a+Pe+Q8K4KgNt5ev/l9fX1ctr/xzN+alD6808Q8nmMrc+L3pie3thiT19rzogt7XV/7ltSzxd5Wvl6+eu+Wo4NdVucFznnWlxWx/b0csScPfW4iM/jlnLk+CLHLeVonReRqzVub46WHBvymLo/zos6bytXkfO1tMatzRs51+KyOrYl8ma9nHVs6zwszVlEbInLeeI494elviLai9a4nrp/KU9R2vJxsTQmnxettqzOFfG9XGEpZ9GLzfmLuq+I/lZf0coX1sZFfx2XtfrqPLXemN4cYSQmHBG7lqP0Z0etre7P8/TaQ/QvzbE0rnZU7NJ6ijy2juv1XZOzdlTs0prqvqXzkeNiqa/48ePHl+fn5z+P4x0QoXUe6ndI1H15bPS12us8WZ1zyRGx9XqWcu7tK+p5gM/r7e3ty8+fPy9nx/pbcQLYpvXC6dbuYQ1b3NN6l9byaPe15R6v4VHu60f4+rfMuq6PeD8/6vdINnKNR96HkVy5OAHAbZ1ZnLjZxzrgoygvnO7JZ3hxDBxj1t8XH/HvKX/3AsCxFCdgo/JitLwojW32i9NHfHEc95BzeXi6zkf8Pp31/fARvw8/w5+t0b9Djvqz4u8sgM/NxzoAAHgYPtYBMI/fOQEAAL+U4sT3798vZwDcmuIEAAAA8CH5nRMAAADAVN45AQDAwygf6wBgnm/fvl2OjqU4AQDAw/ALMQHmOfMXYvpYBwAAADCV4gQAAAAwleIEAIu+fv3a3EaMxq05Ks+SPXPsXdctrucoea1nrfte78ejfZ1iewSt9d772p+eni5H57nFHAD3SnECgFUvLy9/2/gczv5alwfSe/t+qh+a713cw9jufe299T7C2gE4j+IEAFeJh4myzw8WuT1ETG4rWrEtrbFFtNd9cd7qK3rtxVJfrRcb7bkvjuv2Yuk84uuYotcX562+lrUceV9EfG4LvfY1IznrvjjP7XVMS+SqY+OheUQvR9Hri/PcXse0RK46dnStRS9H0euL89xex7RErjp2y3pHlHcbxFbr9cV5bq9jelr5imjf2wfw2SlOAHC18vARD3TxIBIPILHPMTkuRH9Pa45iNO/SuNExLb3Y3J77ynHej+jlKpb6itxf92VrcaU973N8PWYtV4i4MJqz7iuiv+zzcU/E9PL15LilHGv5o7/s83FPxPTyhYgLOW4px1JfEf1ln497IqaXr8i5Qh3bGpeVh/r39/f/2/JD/lJfEf1ln4+XRFwdm9v39uV2gM9IcQKAVfEQkbcsP1zstZZj7xwj45ZizlpXUcbW9zKU9mtyhz05jpg3XHt/RuXYM695KW72elvfM0u5t8ybY7eMC60xpa1svT8Dxda5ykP+qBw7Om5L/nBmboCPRHECgFXxEJG3PcpDSGz3rFzfEes88nqXci31jdpzzb15j7p/jCv3eu+fS45R3vkQW22pD4D/R3ECgJspD095u2exxmsesPO1lm1JPFz25lvKtdS3RYwfveY8Z9myaLvm/jEmvncexUf9nijvfMhbKAWJVjsAf6U4AcAUWx9QznygqXNvmWs0thcXD/DxcFmftyzNObqe2t5xIY+/Nlc4Ks+II+ay3r5bzXUv70zYsw7vqgA+u6f3X15fXy+nAPBXvYeKeHgu/flBOp/H2Pq86I1pif46XxjN2zovInevryfG9GKjvVjKHXlCfV70chVL86zlzSJPb0zdH+dFnbeVq5Zzh5GcRe7LeXrHLUtzFa3xddtSjl5fztE7blnKV+vl7OUolvK38tW5a3vmKtbm+PHjx5fn5+fL2V8f6ut3JvT6Snuc945rdV/rPNQ56r48NvrqdoB79Pb29uXnz5+Xs2MpTgAA06w94N4b6z3XyHrr4gQAt3NmccLHOgAABihMAMB5FCcAgGnKw3N5iH4Ej/ag/2jrVUwB+NwUJwCAqTyQUvg+APjc/M4JAAAeRvmdE9+/f7+cAXBrfiEmAAAA8CH5WAcAAAAwlXdOAADwMMrHOgCY59u3b5ejYylOAADwMEpx4vn5+XIGwC29vb2d9jsnfKwDAAAAmEpxAgAAAJhKcYJhX79+bW4jRuMe2b1d4+jXJ8fU8TlHPj7b0jyja8hxveMlo3HZmblH1NcZ25LRuDCSL4zmfCRH3ad7Ua9z77rLuNiWjMaFkXxhNOcjOeo+3YOyxthCve5HuA4AzqM4wSYvLy9/27g/5QXenq9Pjs859uY7w+gaenH3cA1niK9RPo6tnLeMxoU8R89aP/ehfC1bX++R74NafF/E1hs/GhcifslaP/eh97XPx0V9DsDnojjBYeIFRdnnFxe5PURMbitasVnub8VEe90X57m9F1v0+uK87svtIWJyW8jtdX/01e0trdg4Xhpfjwn12ByX46M9txV7Y3Nfbm/pxdbxua+1D+U8ti3qMXFct+2NC732e9BaW5zX+yLic1uRY+u+ItrrvjjP7XVMEWNbfUvqMXFct+2NK3Js3VdEe90X57m9jilibN0XD4m3dO18reuI83pfRHxuK3Js3VdEe90X57m9jilibKtvST0mjuu2vXFFjq37imiv++I8t9cxRYyt+279vQbAY1Kc4FDlBUm86I0XJ/GiJPY5JseF6O9pzVFsybsUO5on95XjvF/K0RoflsbVerHlOO9reVwvf86Rj4vevCH68/FabO4rx3m/ppUjW8qXx/bGt7TmLMd538s9Glfkvtxei7itIm9sSznq/jiPHLWIjX2Ob43p5RsdV/b5OERbb3xPHhdjynHe93KPxoXcn/tGx5V9Pg7R1hvfsyV2r1hbT92fr6W1toiNfY5vjenlGx1X9vk4RFtvfE8eF2PKcd73co/Ghdyf+0bHlX0+DtHWGx8iLtSx9XkvDwAfj+IEm5QXCfWW5Rcce63l2DvH0rgtOUdiR/PtvZajnDH/0fdyzTU5zpz/iNzZ0fmK8ue35I2t/vM86oi19XKs5c79W9dR/x3Wu/69axu1N3/uP2ottxDfd3sdca29HGu5c//Wdfh+2/e13zsXAI9HcYJNyouEetsjXqT1XpztdVTeI/LszbF33C1tWeOW2Bn2rK9834+MGc3dixudZ4Y9a4v4rdezd1xojS/H8XdY9JXjMHp9EXNUXG3vuHDt+KOVdeT7PGr065FF/JYxxd5xoTW+HJdryNeR78Po9UXMUXG1vePC0vjSlq8ZAGqKE0wRL9JiO8pRea/NEy/C9ozP47aOvZUta9wSe2tHfJ1aL8KLLblzXB0bbb15Ztq6toiPbcQ1X6OQx0eOnCu3Z9F+9te456xrnyWuZ6+4ht7XoxbxsY04657nXLk9i/be9W1ZW45biw1nXXsRuQFgieIE0/VeiPWMxm/JuxS7dX1brOU+c+7iiPxbcpx9Pbdy5nXk3Pd8v65d26xrG533zPXd+7Xfo2vXfu/3/Mz13fu1A0BQnGCT8mKj3kZFbPnpSR6/9acpeXweuyXvUuyWPLUSX7RytPrq3K1xPVtiszxudEy2Zd4tsbUSf6RWvtb6RubN4+privFruZfiQu7L7WuWcpbzsBS3Jo9dGlf6i71ztcaV/agj5q3HlLailTv6iqW4EWv51+ydt2Vp3qV56nE5ru5bkudYuo7IubSmJa1xZT/qiHnrMaWtaOWOvmIpbsRa/jVr8+a+so3aEgvAY3t6/+X19fVyCvetvEgZfaH1KD7iNXF7t/g+8r36ObS+zjO+9r7fPof66zzydf/x48eX5+fnyxkAt/T29vbl58+fl7NjeecE3Fh54QXwKBQJAIBbUJyAGysv8suL/di86OcI8X11plvMwVytv5Nm/R3l++3jq7/fWt9/AHwePtYBAMDD8LEOgHnO/FiH4gQAAA+jFCe+f/9+OQPg1hQnAAAAgA/J75wAAAAApvLOCQA4yG+//XY54l55zQMA90lxAgAOUooT/k29X3/88ceX33///XIGANwTH+sAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAgDvy9evXy9Gypbi9fcUR8x/h7PwAwH1RnACAO1EeyF9eXqY9+CsIAACzKE4AwIMoxYOlwsIZxYXIu5Z7Ka7Xt3ae9XIAAB+D4gQA3IHy0F3eNVG03j0R/Vv7WpZyZDnvUu6luNEcS47IAQDcN8UJAHgw5QG9Z6nvHtz7+gCAORQnAOBOlHcExHa2/A6Esr+2aHD22s/ODwDMpTgBAJOVB+5SHKi3R3oQr9d+tLPzAwBzKU4AwINZKlpsKWiUh/wojBxpz/q2rHtLLADwGBQnAOABRCGhbHUxYanvGjnvUu6luNG+3F5bygEAfAxP77+8vr5eTgGAvX777bcv/k29X3/88ceX33///XIGANwT75wAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAApnp6/8X/yQ4A1/vtt9++/Pd///fljHv0+++/X44AgHuiOAEAAABM5WMdAAAAwFTeOQHAp/bjx4/LEYz79u3b5QgAOILiBACfWilOPD8/X85g3dvb25efP39ezgCAI/hYBwAAADCV4gQArHh6erocLRuN6+mNL+2x1Zb6AAAeheIEAEy2VFwo7e/v7/+35bilPgCAR6I4AQAX5eE+tiWtuDheG9sSxYWt9owBALhHihMA8EspKkSRoGy9IkMvrhznfW1P0WKLWBcAwCNSnACAht6D/t4CwDXjSuEhthaFCQDg0SlOAMBGa8WCo5XCQ2w1hQkA4CNQnACADaIY0CsW3JLCBADwUShOAEDDrd4VseZe1gEAcCbFCQD4pbwDoRQCYuu9I6EVV/YhH2e99jVr68p9ZQMAeESKEwBwUR78Y8ta5zku7+O41mvPlsa2cuf2Vj8AwKNQnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAIArHfFfeeYcrVy9dgCAj0BxAgCuUIoF+b/yvKZ4kPOULRw5BwDAPVKcAICL8tAfWxbnrb5cRAAAYB/FCQD4pRQdlt6dkPvrvhAxPb1xofTHBgDwmShOAMAvS0WFYq1/rTBRLPWXvrzlAkWcK1wAAB+V4gQAXOwtAJT4UkA4Uy5cAAB8NIoTAPBLFBi2FgCOKkxsLYgAAHwkihMAMGBm8UDhAgD46BQnAOCX8u6HUgSILc5D7q/fKRHtsfUs9bXmD0t9AAAfgeIEAFyUh/7Y4jzLfSHa8taz1Fcs5VjqAwB4dIoTAAAAwFSKEwAAAMBUihMAsMJHKQAAzqU4AQAAAEylOAEAAABMpTgBACvKf985Kv+Xn9fq5Via44w+AICzKU4AwIrR3zlRHuzzf/m590F/qUiwNMcZfQAAt6A4AQC/xAN52dcP5/l8Ka482B8higQAAJ+F4gQAXJRiw8i7B0biIqZnKT8AwGejOAEAF0vFhGwtbq0wUYzOBQDwGShOAMCBRgoTAAD8leIEABxEYQIAYB/FCQC4GP09EH5fBADAsRQnAOCivOuhFB7W3gGxFBftsfUs9S3Jc5ctz39GHwDALShOAEBSHszrh/PWw3ovrt56lvpCL2Yp/xl9AABnU5wAAAAAplKcAAAAAKZSnACAX0Y/zuBjDwAAx1OcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAAAAApnp6/+X19fVyCgCfy48fP758//79cgZjfv78eTkCAI6gOAEAAABM5WMdAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFSKEwAAAMBUihMAAADAVIoTAAAAwFRP77/893//9+UUAAAA4LaeXl5e3i/HAAAAADenOAEAB/ntt98uR3wmr6+vlyMAYC/FCQA4SClOeFD9XP74448vv//+++UMANjLL8QEAAAAplKcAAAAAKZSnAAAAACmUpwAAAAAplKcAAAAAKZSnAAAAACmUpwAgDvx9evXv2z35Ij1nHFN+X7lLfSOAYD7ojgBAHegPDi/vLz8ZftoD9Plms5Q37c8Tz4GAO6X4gQATBaFiVrdVuJiy+K81VdEe90X57m9FTsat6YeH/s6x1LfVkvjI/+1cwAA11OcAIAHUB6g410BZasfqHN/7hsdl4/r2Ohfi9sq56lzLPUdIec/aw4AYJziBADcmfKgHNuo8oC9Rx63N8deS/NtWUu+X1vuGQBwPxQnAODOlAfz1sP53gfwLeNGY0fjbiHuV+++9dzTNQDAZ6c4AQAPYu9D+Oi48pA+ElfkuLXYe/URrgEAPgrFCQCYrDwY1z+9X/tp/t6f9p/xLoFHybnk1vMBAH+lOAEAdyAKFLHVP8lf6+/ZMq4VW/YhjrfkzOO3yHMs5d9ryzUAAOd7+vWP8fvlGAC4wm+//fbl9fX1csZej1Qs+OOPP778/vvvlzMAYC/vnAAAAACmUpwAAAAAplKcAADuit//AACfj+IEAAAAMJXiBAAAADCV4gQAAAAwleIEAAAAMNGXL/8/Pjahbq0OcxUAAAAASUVORK5CYII=" } }, "cell_type": "markdown", "metadata": {}, "source": [ "Fill in the information and click ``Add Molecule`` when finished. A `\"pip2.mol\"` will be generated in the current directory.\n", "\n", "![image-2.png](attachment:image-2.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2 .inp file\n", "The .inp file records the simulation parameters, reactions between molecules, and initial configuration of the system. For more information, please refer to the NERDSS user guide in the NERDSS github repository. (https://github.com/mjohn218/NERDSS)" ] }, { "attachments": { "image-2.png": { "image/png": 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} }, "cell_type": "markdown", "metadata": {}, "source": [ "#### 2.2.1 Parameters tab\n", "Go to the ``Parameters`` tab and fill in the information as shown in the image below and **do NOT** click ``Generate .inp file`` just yet.\n", "![image-2.png](attachment:image-2.png)" ] }, { "attachments": { "image.png": { "image/png": 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} }, "cell_type": "markdown", "metadata": {}, "source": [ "#### 2.2.2 Boundaries tab\n", "Go to the ``Boundaries`` tab and fill in the information as shown in the image below and **do NOT** click ``Generate .inp file`` just yet.\n", "- We will constraint this simulation to a box with dimensions 700, 700, 1000 nm.\n", "![image.png](attachment:image.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 2.2.3 Reactions tab\n", "Go to the ``Reactions`` tab and specify all the possible reactions between the molecules during simulation and the reaction parameters. For this simulation, we will have the following categoires of reactions:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Between pip2 and ap2\n", " - 1 reaction\n", " \n", "- Between ap2 and clat (Only binds to clathrin if it is on the membrane, unbinds always)\n", " - 6 reactions\n", "\n", "- Between clat and clat\n", " \n", " - 6 reactions\n", "\n", "- Clat- Clat, with at least one clat had an ap2 bound\n", " - 26 reactions\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The full discription of parameters of all reactions above can be viewed in `ReadyToGoInputFiles/parms.inp` in the reactions subunit. Most of these reactions are somewhat repetitive to cover all combinations of reactants arrangements of clat, pip2, and ap2 that will be included during the simulation. An example of them and the way to include it in the NERDSS input file using gui:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### To input a reaction and its parameters, fill in the information and click ``Add Reaction``. For instance, consider the first listed reaction:\n", "- ap2(m2muh) + pip2(head) <-> ap2(m2muh!1).pip2(head!1)\n", " - onRate3Dka = 0.554\n", " - offRatekb = 1.002\n", " - sigma = 1.0\n", " - norm1 = [0,0,1]\n", " - norm2 = [0,0,1]\n", " - assocAngles = [1.5707963, 1.5707963, nan, nan, M_PI]\n", " - observeLabel = ap2Mem" ] }, { "attachments": { "image-2.png": { "image/png": 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} }, "cell_type": "markdown", "metadata": {}, "source": [ "Fill in the information as shown in the image below and click ``Add Reaction``:\n", "![image-2.png](attachment:image-2.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After adding all the reactions, click ``Generate .inp file`` to generate the .inp file. A ``parms.inp`` file should be found at your working directory after clicking the button." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Running simulation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Clone NERDSS repository from Github (https://github.com/mjohn218/NERDSS). Refer to the user guide and install NERDSS on local device. After installation NERDSS, a executable file named 'nerdss.exe' will be found." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To run the simulation, copy the 'nerdss.exe' file generated in the first step in the same directory as .inp and .mol file. Open the same directory in terminal and run command below in system command line to start simulation:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "> ./nerdss -f parms.inp" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When the simulation concludes, several NERDSS outpus files and directories will be generated in the current directoy. These include:\n", "- observables_time.dat\n", "- copy_numbers_time.dat\n", "- histogram_complexes_time.dat\n", "- mono_dimer_time.dat\n", "- bound_pair_time.dat\n", "- transition_matrix_time.dat\n", "- restart.dat\n", "- /RESTARTS\n", "- /PDB\n", "- initial_crds.xyz\n", "- final_coords.xyz\n", "- trajectory.xyz\n", "- system.psf\n", "\n", "Some of these files may not be generated based on different input parameters. For more information on these output files, please refer to the NERDSS user guide found in the NERDSS github repository.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Analyzing simulation results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "ioNERDSS includes a variety of functions to analyze and visualize the simulation results. The codes below will show some of them. For multiple species, the tutorial on all of them can be found in `MultiSpeciesTutorial`, which is also in the ioNERDSS github repository. A more detailed description on the functions and all of there parameters can be found in the `ioNERDSS User Guide` in the ioNERDSS github repository." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import ioNERDSS as io" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# create a multi-species histogram object\n", "multi_species = io.MultiHistogram(FileName=\"./ReadyToGoOutputFiles/1/histogram_complexes_time.dat\",FileNum=1,InitialTime=0.0,FinalTime=90.0,SpeciesList=[\"clat\", \"pip2\", \"ap2\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 4.1 Max count of protein species in a single complex at a time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Creates a plot indicating maximum number of a specific protein species in single complex molecule during a certain time period. X-axis is time, and Y-axis is the largest # of the tracked protein in a single complex.\n", "\n", "Find longer description under \"``2.1.5 LINE GRAPH – max count of protein species in a single complex at a time``\" in the UserGuide." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = multi_species.line_max_complex_size(SpeciesName = 'clat')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 4.2 Mean count of protein species in a single complex at a time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Creates a plot indicating averaged number of a specific protein species in single complex molecule during a certain time period. X-axis is time, and Y-axis is the average # of the tracked protein in a single complex.\n", "\n", "Find longer description under \"``2.1.6 LINE GRAPH – mean count of protein species in a single complex at a time ``\" in the UserGuide." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = multi_species.line_mean_complex_size(SpeciesName = 'clat')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 2 }