question
stringclasses
5 values
questionId
stringlengths
6
6
question_types
stringclasses
5 values
image
dict
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002900
Men Tshirts
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", "path": "002900.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002901
Men Tshirts
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"path": "002901.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002902
Men Tshirts
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", "path": "002902.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002903
Men Tshirts
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lqSKQAHJ/Cqk8rMfQUgK1wq45NUiBjpVmUHqetVu9FgGgYNSqN3QU1V55rufD3wx8Qa4qTNaiwtW5867ypI9VT7x/HFFgOOVCeK2NG8Oatr03l6Xp81wAcM6jCL9WPAr2XRPhL4f0wK995upzDn9+dsf/AHwvX8Sa7lfIsbZUijSGGMYWONQqr7ADgVSiB5PpHwYCos+vamEA5aC0/q7D+Qrr5fsWiaFNp+iwLbwQxMcr95zjqT3Oe5q1fap9rcorFYh29ax765W2s7mfIGyJ2zn2PuP5j8Kdguec6nLl2n52/aJF+o49h/KqIkKYGa1NTtHXR7SKJHlbYJHYLzub5jx+NYwRmADZDDggjFYtHQmrFmMyXUqQxjLucYr0Cw07ybaNBxtXFYHhfR3Di7kU7mGEGMkD1rvreynZAEi2r/ec4qbXHdIopasmDmkitJdS1BAkZNvBncSPlZ+mDn07jsVUjrWjeWaQwpCJPMu7k+XHkAhP7zbSfmAB556GtaKKO2gjt4wwijQIgJJIA9z1q40u5nKp2IoLFIiC58x+3oKtMwUZP5VGZMfKOPemk1qklsZNt7gzlj7VdhGVqivJFacI+QVQjA8Q+EtP19DJIDBe4wtzGOf+BD+Ifr715Dr/AIa1PQJ8XsX7gnEdxGcxv+PY+x5r6BK81FNbxTQvDNGskTjDo4yrD0IqWhnzYgJO3HNW4YtqdDg16Tr3w3gQtd6LFnHLWjP/AOgMf5H8DXIy2AWTZteKRW+dJBgqfQioasO5nxoc4xTxBnmtCGzVQN7Db7UMyplUGB60gMww9QRn2FLaKBqNrx/y2j/9CFWigOc8cUWka/2jbcAYmj5/4EKaEUWhAPAxT0+5tK07JXk5ANKjbzzjpiqAIoiTzzn1qfyiBwMj27U+JR06e1ObO12U5XH4UAJlccHB9q6Tw74Vl1mM3U0ohtFbblR87kdl7fjXP6NbS6vrEFkgwZGGWx91epP4AGvYraGG1jW1hULFGo2L6DGMf1ppXAdpFvp1tafZ9NCLGh+ZR97Pq2ec/WtAgAc1REQeZpEISVQAj46e3uPapkn86MkrskU4dPQ/4e9UK4rShnKfxDqKpXcRYHB5p0r7bqF845KN9D0/UUXDNng8UxGRhlcxntTtvPSpJ1/f5PGRnNIBRYBDwKgu7c3lm8Svsc/NG/PyuDlTxzjOMjuMip2+6aSI8YoGR2N6LyzWVl2SZKSocfJIOGBx057e9ST20VyhSRAw/lWey/YtWV+lvdkBvRJR0PoAw49S2K02zkMOMUhGBd+FbeVmeOKFs9Qy4P5isyXwhGz5NioPqJW/xrtSTs61UE7SSlEGcNik4IpTkjnpNIks5tPuGZdwu40A5Jwc8Z/Cuuto1c7Q+WxgjH3axNZd/tGnQDn/AE6M5+isf89Px6HYibyriFuiP8p+valypbA23uU9Z0V7yP8A0fm4i5jyfvL3X+o9/rXMxF5cKfkZM7i/G3HXOelehMQkiufujg1z3xE0mS78MXdxaJiRYz5xjHzPGMEjjqMAg+xpNXLhNxVjxjxB4pu/EOoLp1nH5thE+5ImJMcrdmb1X0Xv1PXA7zw/4S0/TLOe916dJ7m8GLqSYZBBH3FUd8cAAZGBgcVw+hRLpmhvrUtuJSjKZNzbQjsSBu7gcY4Gew5NZeoeKtQ1eGbcfNcssCyygIEU5YlcEbfu8glsg8nPUswb0OlubCy8O6D/AGtBci5tDfGMh4x5km1dmepVSM7iDuBbqBzjktSitzILmyiMdrKcBCciNsA4B7qQQyn0OP4TW3cJf67Fa22g6Ybuz02ARwean7lW/jkCnAkdjk5bgA4296oahY3dr4c06W7jmhlcGIwTEAFVIZZIgBnafNcc5xyB6U3YmzMxSTGRxVcp1qwhIQVEx+bmkIiC4YVYSMFs1EcNVqzjLFj2pAQywnBbtUTjdGBjpWiIztYcbcVSMfy4FMDJWrMPLACqyKau22A4pAakCsEHOKkkOMHrVbecinuWxk9BQwJA2ASKrvknpT0fPWmyOB9aYEEnB/CoooJJ5kiiRnkdgqooyWYnAAHck0+TJNeo/B3Rrd11LX7mEPJassNszDhGK5Zh74KjPbJosB1fgP4Z2nh6GHUdUjjuNWIDAMNyW3svq3q35V6DjJ96pRXO+yEgPGT+hxUaXZ85MEbW461VgL7oR06Vg6xPLjylQ88Gt9n+Xk1lTAO5yKaQmzmnGwYZSKytYLpo96AMr5L4w2CvHbkfzH1Fdg8EchKsoPas7WdOgj0LUGVTkW7kc9OKdhJnK2mj3d4sQiXcBGgJDcDgV1el6CtioklIkm9eoX6VoQooghCqo/drwBjsKlxjsKXKF2OCkDrin8YyWH19KYoHWqWpTS7Y7O2cJc3JKq2AdiD7z4PDAZGR6NTsAto/2y8nvMHyo2MEIP8As8M2D0bORkcFcVeNMhhit7eOCFNkUShEXJO1QMAZNOpWBhSNTscUgGWxTSEEUZkcY6dzWrHgKKqKNq4HSnSTCCAyHHHT602hlskZpu4eorNgncoC5JduTzViFmkOe1SMtg5FY2veHrTW0y+IbtR+7nAyfow7j/Iq9d6hFafulXzrjHESnp7k9hUccT3KRtdSP82d0aMVXHpjv+NAzyu+srnTbgwXcTI/Y9Qw9VPcVnTNs6jHevRPFGmxyaak0SYW3fIHPyoeCPzwa8/1ACMY9KyasBTMhJOST3pbQOdQtuv+uj/9CFVRI24rnAq3ZOTfW3Jx5yY/76FICqxJOBUqk46dB0qLIZs4xU6AA4yea0AmjOR1NTTAiE5GMiiFQTgADPf0p2oOscOCQCfWgDp/hzYbpbzUXXhFEMZ9zyf0x+ddw2ftAPY8Vn+GbD+zPDtpAwxKyebIP9puf5YH4VoPJx6GriSyaORURmc4561XuJ/LZbtDkJ8sqj+JPX6j/GknjE1tjJrMs7orIYn+8CeD3ptAjWutrRrIrZG5SD61I+HOO4qhC2yCa2P/ACzAZP8Adz/Sr6jLikBTvEO9G7DiosYFaMyqyYNUZlC9KAIGpqU49KaOtAEV5bLd2rwsSufusuMo3ZhnuDyKXTrp7m1xMoS4jJjmUZwGHUjPUHqD3qwRlaz7o/YbqPUFB8t9sNyB3GcK+AMkg4HoASaANCY7IHb0Umq2lxkwiVhy/Iqzc5a1lA7oen0ptngWUGP7g/lQBn6ihfWdKwPmE0j/AICMj+o9P6VpSgvbkD7w5H1FUtpl8SQcfLBaSOfq7qo/RT/9etEjDn0PagC5DItxbq/94fMPepLW8IzaSNskwRFIRkH0/Ks+xfyWeM/dzVmeJXJU8E8q3ofWpGeTa7DdadqVzNewfareSA2mr2SYDSAfcnQcAhhznoMc4rntI8IrqOqQne8mnRndDE8YQbT/ABMMnJPHPf8AID3GXStH8RKs2o2ME15bAKJSo3rg5GD6ZrAvrGLS9VcQKBBP88e3ovqv4H9DSlexpBJvUsLEkEASJFSNBwqDAA+lc5rGmWutaNqFldW/7+C2e90+desZwWaMn+62M49c+1dTCRJHzzng1nSyNBqQeVy8ERClB3DDuO4GD+ZrOO5cloeBiQBQe2M1E53NxXYeO/CX9hXgv7FM6TcthAORA552fTup/DtXGnI+lWYjgp55NaVnzEwHJrNGcZFXbSTGaALbK3l5AxVJlKqcg1pRuGGGGTUVwAo6ZFIDmh3xVm3GHGarqfmP1qxEcEEUAaCjinuSVApI+VFDHBpgR8qKhOecmps5NQMeDQA5Y3ldUjUvI5Coo/iYnAH519H+FtOtNK0A+H7dh5ttGVnbH35Sfnb8yMe2K8W+HemjUfGlhvXMdvuuWGP7g+X/AMeK167LO2l+OLaY8RXUWx/foM/h8p/CmhNm5pbE6Fbh/vFTn67jTAdskZ/2hUlmf9DCjAxn+ZqENkjPOGFWhGwz4WqrDv3qc4KjnNQy4ximgZCFxmqmrLv0i9T+9byDn/cNW+9Ndd4MZ6N8v58UwKtgxfTLNiME28ZxjH8I9h/IfQdKtDpWToDsfDunggBkhEZAxwVJXHHAPHTt9a0I5MuQetIRMzpHGzyOqIoyzMcBR6k+lVdPjeV5L+ZXSScARxsMGOMdARyN2SeR1G2orpvtd8mngjy1UTXIyM7CcKuCCGViGVh6VpLjGAAAOAB2pgHFJS0oqbgABxSLw1SdBzUYOG6U0BYU/JmqmoOSqRj1JP4VaB4zVC7OZx7LQxkiZPQcnAFWxMFxBC2JMZLY+4PX6+lUJLgWyb8ZOMAepptnuEpkZgxcZJpASQQCKaRwc7jyTyT7k9zWiuViB7iqqfdPNTFiIcDk4oC4k0Ed7ay28g/dzIUfHuK8UlhkhV45jmaJ2ifJ7qSD/KvZ4WIJH515b4tiW18T6nH/AAyMs4H++oJ/XP51EijnNg3e5q7ZL/xMLbk/65P/AEIVQ8zJwCav2DZvrbnnzk/9CFQ9wIEKjrzUyDBFVoefXParca8AVaAlViBxU2iI+ueK7PT5FDwq3mSn0ReT+eAPxqrPiOItnAFdV8MLDMV/rDj55GFvGT/dHzN+pUfhTA9DkPPue9QliThgAwp0oLYZefWmYEgDDqpxVIgc5/dEetYF7G0cwlXhl64rdfDJjgY61l3JQyfMMemOc1QEkU3n2yzDqgKt9DWvEfun1WuejJhVwpyjD8q3oD8kZPcVIx8w4+lUJcsSSa05AGUis+ZcUCKxGKQdadSd80AKKjlVHRkkXdG6lXX1U8EU/NMY5oGVNJlIhn0+Rt01odgPALRn7jYHQYyBnn5atWLZtIxz8o28+3FZ92xtL61vgWCFhbTgZ+65+VsAdQ2OScAE1bsnVEk3kBVkfJJwAM560AN03Eus6rPwSjR2wPGRtXcR0yOX+ncVok/MazfDxMmlm5Ix9pmkm/76Y447cAdOPStE00BG52Kz4PAJ4GTxWDbfEfwtdiM/2skRP/PeN4/1IxW/uwQfQ5r5v121Gm+INTsgMLDdSKv03ZH6EVUYKQXPf7XWtNe7klsL+2nSSMkiGZX5HsDmr+qWQutBd0GbiI+envxyPxGf0r5ktbh7W9iu4iVljbKspwR9DXZX3xK8SzW0ccV+sKKdu6GJVdvQluefpim6XYE7anqenzB4lYHcCMipLmLbI0+MoE+ZQM7h6VzPg3Vv7R0iF2OZV+ST6jv+NdlGRImDkHsR1Fcj0djo3RkyRwTx3GkahGJLSUBSj/xIehB7EHHPYgV4v4p8N3HhjVmtJSzwP89vORjzEzj8GHQj19iK9lv7Y7m2SYkR93OSCW4z689CPxFVdRsrTxRpMmkal+7nXDwT4y0TdA3v6Edx71e5k9GeHLzxUsfymptS0u70XUp7C+i8u4hbDAHIPoQe4I5BqIGkItwzL5ig1JcEbeORWaxIJPSpEux5eGHSgDIX7x+tTRvg1Cv3ifepkUE0wNCNztGKRy7HrxTogMLT5l2jgUWAr4OeKRVyeakXk9KTOHJPRRQB6j8JtO8q11HVGXBkkW2jOOy/M36lfyrrPF6mOOzvlXJt5Bv/AN1uDTvC+mDSvCWnWxU7/KEs3++/zH+ePwqzrAE+kXEMig5jOKtEssaLN5mj27F92U5b1qd9oPPrWV4cYrolqh5OzH61ruuOo5qkBeib5R2xUErEk06NgVz0FV3b5jinsIXcaXdjn0qNWzUi0AZekEJHfWu7P2e8kUeythx2AHDdOffmp43CyNuOFAJP0quGW18STxEDF5brIpz3j4I/Ig8Z6HOOKq6gxuHWwAz9rby3wucR4y5PIOMfLkdCwoGaOjq72bXcpzLdsZjgnCqeFABGV+UAkdiTWlmoEfdz61MvPFDEOPWnp1qPOKepFSA8ikCe9NZh701JOcZ/OnYCbOKzbhi13t9a0GbALE1iXkzRzlhjdt4+tADrlvOnIA+ROB7nuatWS7Y+Tn3qmgCoAPStC2GI/wAKQFheBkmkLHBJNIoHpmh8AAHAoGIshByK82+JcLRa1a3QPFxbBf8AgSMf6MK9ICDsTXG/Eu2WTQLa728284U/Rxg/qBSew0eaW5Jfk8itfTyBfWuB/wAto/8A0IVgxS4mAOQDW1pxP2+1OOs8f/oQrIYkQ4GKuwg5xzxVSLORkd6uRnuOK0Ap6rLttCAeW9Opr2Dw3pn9j+HbCxK/PHEDJju7fM36n9K8s061Gq+K9NscbkMoeQY/hX5j+gr2cSfvNp700JjGlETcnAJpdwLfd/EU25jDnYw69DTIg0Y2nnHQ1RLB3CMGzx3z3rMvflbG0bDypxV+5zjoce1QrB50OwkHHQ+lAGeJFkiYN94dK3rAq8Me49BXOPE1vOyvxit2wbNuuPSgZpMBtOKozrwfSribtp9KrXCkGkIzzyeKQipdnNMcYoAjY1Ezc4p7HkVXkbDn6UANukhuLWaCcboZUKOuSMg9enNcraeKcw3envhr2NmieTJUkhAxfYBuAx6Z5IHeulnPy49a5rULZo/HGkRrnbcfvSDwGKAHP1xnH0oGdxYxfZ7C2hPVIlUgMTjj1NSPTlHFMkPFNANUZrxPx1aqnjPxGDCrl7SKdWO0bD+7ywzz6jjnn617cg/lXkXxHjMfiq/cD/XaKM4/2ZB/gKuO4jkdT0mC3/sBbYurahZQzSlm3Yd3ZTj0HHSrF34ZuoNR1yxt5EuF0jc0z8IWQHG4Kc5+mak1bMieDXTnNhCoI7kTsCK7jw8sdx8W/Flkwz9qjuosEdehq0xGJ8O5SINSUcmFopDj+42UJ/A7Pzr0+1l3Y96818EPDD4t+zlCkd7Zy28qnpkAN/7KTXeWTvE7Qzf62Jij/Uf5zXNiIWlc3pSurGld24njbJ2gqQSOtczeRNDfqZmbc0eEYdAy5P5Ec49c10k8v+jMM/eG0fjxXN6lcM4vPMuFikt/LSFuDznJOPz6elRBjmhNc0GHxlpUaKyRapAhNrMx+Vx3iY+meh7fnXkdzaz2V3La3ULw3ETbJI5Bgqa9Xtrvz4LWSMiOQRmOQH7oYdsdM55z71oat4YtPGWgxy5EGoxriC4YduoR/VeeO47dxTehnueHyHDVD2q5qVlc6dfS2V5E0NzC22RG6g/1HcHuKpu2FpAU1PNTxnmoF61MvUYoAvxPhBxTnlJxxUUOcVOenNAEKscH5T9a0NCsTquv2FjjIuJ1Rsdlzlv0Bqnu4wBXa/CyxFx4mnu5FJS0tiQcdHc7Qfy3U0B6/wCZskOR+6boPQVX1KP/AIl05GCuw4wasMjKAUw4HUY7VVvh5VlOMnYUOD6VpYgNAtHGmWxIAXYCPfNX5uHIpmhtjSrQdQIhjippeZCfemihruY7ckYziqCzkuASOavSDcpGKyGBSZfY0xMvwuGJwe9WF9qqWxyzcVaBwaGIxPEtwdMjtdVCbltS3mLlvuEc9OMDGcnPQcVjaRqya5rV3dpGvkWZa2jfB+Zs8upPIBUYI+ma6PxDHJPoF4ka7mMfHt71laV9ml0O1urUERzbpMZ6E4OPw6fhSA3oWyoNWQflzWfayZABOavniOmA3zKlRs1UY4bFTQtk4osBM+ccGliDMwzS4yOf51E7MmNjFaAJrnKADjmsC/51CNfVR/Otbc8nLkn3rNvY91/A3tj9aTYEiJz3rRi+WIE/QVRHXp+Jq9GMouM4+lJAPTk9Dx60NktmpAoCkVGwx0zTYCbgMKBjNYvjS3+1eDdWjC5KQeaPYoQ39DWwB0+Y80XduJ9PuLd+fPieM/8AAlI/rSaGj55tXDTDAGPWuh08Kt7akE586Pr/ALwrmbIkRhGzuXg8iug0lib61Gcnzo//AEIViUXYoVIBH6GpiGjHIBpLVgo29uvJpL+cJE7Lxhetagb3w3szPrOo6kyZEEYgT/eY5P6D9a9JYbgPkCkVzfgLTzZeE7VnGJbom5fjn5vu/wDjoFdK5CjHemkJjTKhzG+N/amtkA54prosgzjDdjQWIHPJ96ZJXduODzmkV/KQnBc+w5psmMnafwoO4DK4BFAFG6nklkAmj2nHGVwcVo6a2EXniqN9KziNWYHr2qfT2/drz27UAbo5HFV5xnNOWTavPWmsSwyR+tICoVxUEnQ1cYYHSqkvOabArHrVSZsSn6VbI5qncDEtICKXLFQo6muF1GYQ6/8A2jFJMTbX0ap5h5DcllPJwu0MB/8AXrvQm4j2rmtX0WafxpbRwvGlteIJ2SQEqzxMG6DuRkc+hpMaO/UjHHSo25NPXA6dKYeWqkIkQYSvG/jChGs6fKoJ3Wrg4HYP/LmvZ1GEryv4sBVexkJC77W7iyTjPyoQP06d6uO4HD+HvGkui2S2kmm2l8sDtJZvcD5rZ26leOmeccc967jw94ySb/S/7HtV12eEwSaipIyAMZ29M8Dv29OK4dfDNvrGhQ3/AIfkee9t4lF/p55kBHWSMfxKfQfh6VseHY9ltCzEZVyMe9bRinuIfpLLp/i/TJTkIt0gbPYMdp/nXpWrFbXWxgkNIgEmegcccfUD9K8x1WBorsSRMQc7l9iORXqWuRC/MV8pG24s45YyO8mSR+GD+tZ4iN0XTdmToyyR4I3KRgg96z7rw/HcymVZWVvUnP1o067E0SnoT1FV9b8Qy6V+6t4Vml8kyYZiD1wMY6nqfw964I3udDtY51oorS5kt/OMf71o1Y/NGGUgAsRzg8djXVeFpp4JWtZY2jURgqCQehxkEdQc8GuCtrkSWWZCdxZic9mbjP6/pXZ+Ho5bfS4pW3EFw0WR0Rj90e3f8a1nojKC94l8e+FIvEGnG8tox/aVshKEDmVByUPv3Hvx3rwudMPjHFfSy3BHOQMdK8W8b6Qlh4muAigQXH7+IAdM/eA+jZ/MVnCVypxtqcEDzUqGoz94/WnDrVszLsT8VOxOwVTj4wasOSQMHigBRJjg16/8LbIW3hue/K83dyR9UQbR/wCPFq8a5AJxnA6V9GaBYHSfD+n6eRgw2yK3uxGW/UmritRM0WjUn5X2k9DUF9JJHptwko3AocGpWO3g9O1U9TmZNNmGRtIxWhJo6KyjTYOpHlr26cVNI25+4HpUGmjbYxc4+Rf5VJ/y0FIolcfKeO1ZM4/ejtzWu5+X3rJuyVkXHrTJbJ7UEE+lWelQWxyM1YNFwOZ8d3q2nh3bmZHnlCJJHu4IBODjqDjGD159qp+HI1s7C90hluFaxnABkTCsGGflOTnkmrfjRJU06C/hAY2cokKOMqfqPqBTdGs7+z0p/tt41z9ol85S5yQOeScckkkn0qWBqWp+cD0rXUZj96xLNj5gBrcT7tNAVZgBwaZCcNxmrEy5qqvD88UxM0B0pkn44p0Ryvb8abKM8du9HQohQnJHOKhmUNKh9M1MCKrXcvktF6OxX9M1LJEADPWhF/qxjg1nxgnp1rTtFyi5zx6U0xj+QnOc1Dy5zUt1LgYGRmq6lmHGaYDt6qCcDNSB84JPAx1qIxArkk57U1V2k/NnPtSA8A1KIWHiPU7UjCw3UqfQbzj9MVq6O4N/akH/AJbR8/8AAhUfxAtvsvj2/bJAnWO4HvuUA/qppmjsv9oWgx1mjx7/ADCsHuWjdtlUjIxioLy0fUJoLKHO+6mWFcDpk4qaBUxweT1rp/BemLdeImu2OVsoty4/vvkA/gA1aIDvP3NrCsK4CRqEUegAwKYlyJcpgj0JFWltU37jyc8ZFSPDGw2yKPYqMVZLKY54FRyswwO3erf2VADtmYfhVK4VtoRDvI6kjFAiozMHJJyO3FK2Cud6r6ZqNkkDDcjYP8XUVJLhVBZVK0AZ9y0YYFpgx74FWNKmSS3jdDlSODn3xWHrd/Fb28sqooKISAB37f0q94cRrfSLOJ+XWJd316n+dLqOx1KYYCnlRiq8R4BBqcHNNiInHPNU5uDV2Qc1Tm5NAFU+tV5hk1bIGKglHzZosBEgGBxz60slr9ouLGYYD20xbnqVKkEfrTkXmrkKjOeaQEhyFpEXcakdR0qSNcDpTATGFrzP4pxb7XT3JH37hMk46wtx/wCO16eQNted/EtWOmWJUqD9r2gkA/ejkHeqT1A8a068udOvYryyuHt54jlJY2wV/wDrex4r23wzcz+LbZJ9X8PW0yjG/Uk/0c47sT/EfpXB6WfD/hfQtI1O40t9T1O/haaJbhh5MW1yvTHsOxPuK72K5m1XQ7PUfE+rSWsF2N1rYWceBs7Eg/gec9R64rSWuwjJ8RroMd/5GmyyToqkSsx3KG7bT37/AONXl1VI/DOgMxO399aE+hQgr+lU9b0G2tNNXVdNvjc2Tv5ZZ02vG3of8j9awnuhL4IYY3fZdVBOOoEkR6fitE9YAtzpY7pINSdEYHOHYD+En/Ofxq3qdn9uiS7gyZ4lIKr1ZTzx7g8j8a4HSb0i+nRpGaRm835j2Pb8K7bTtRHA3cdxXA9GdcdY2MO7tmvoU8mdEgLFnZ8g5P8As/p+FdnaRqbS3Z1eEhFymflyABTI7S0luBcNCpcHdkZAz6kdCa1QAV6UpSvoOMLagE3gc9a8y+IxP26zRhgqrkHHUEj/AAr09WCdAK4j4nWsb6ZY3wxvimMbe6sMj9V/WlDcVRe6eLY5P1pwOKT+I/WngVqYE0bZ4qcnAxUEeM1M3PagDS8MWLap4o0yzC7hJcIWGP4VO45/AGvohhO0hZlAB5xuzivI/hJp8c2t3uoSsyi2hEUZUZ+aQnP/AI6p/OvXhZCRd8E+76mtIktjXcYwV5rI1xsaW4A6kfyNbWxwuyZdy9mXqKxfEELJZALl1JPNUI2dOG2yiz/dFS4JlPtSWChbGIE4OKkBAYmmhsVuVyDWXef6wVqOcrmsu75I570CLFr9yrRXiq1r9wVZPApAU9RtFvtNubRuk0TJz6kcfrWdp5lOg6fHPG0cyRBWVuvHGfxxn8a2yKpzjc+T6UMChattusH1rfjOVFc7H+7vue9dBF90UIAkFVSvzVcccVVcYNMCaLpT5AcZwKjiI71Mw+XFIEVA2WxjpVTU1/0ZX7xyK34Zx/WrhUK5IqvfRtNY3EaD52ibb9QMj9QKliGRsVGSO1aVkdy55rIilWa3iuEbKyRq4+hGa0bCTAkJ6AAg/XtTQye5/eTrGB0GSadhIwMjrTYgGdnZgM9s0sy5dcHI9hVARvKXfCg4FNLKxxghqmVNgJziomGOePoKloDyf4tWjx6rpN/tOyW3eBmx/ErbgPyauZ0Kf/iZWS88zx9+vzCu7+LyF/D2nzAj91edD1O5CP6V5xoEp/tGz5wPtEfH/AxWL3LidHJdNCR9efapdG+Jf/CMXc9vLZrIk7BmuDuO3AwFKjnHfPXnpWNI0hClR055rmtSBmuZVPU4I+tVcD3KH4m3E0C3ENnZXMLdGimbB/nip4/ivYGQR3Wm3MR7tE6uB+eDXzlBd3VhIZbSd4XPXaeG9iOhrXsPED6ldpBPCqzEffjPynHt2p8zGkfRkHjXQb0AR6gImP8ADcKU5+p4/WrUtw8kW+KRJlboyEMo/EV4pBESg57c1YhkurKTzLSeSB/70b7c/lUqt3NHRPXoYn3mQtIoPbO4VadoXj2ttb1GcV5jaeNtbgURTrDdx/8ATRdrfmv+Fa0HiyG44mgurYnrn94v5jn9KtVIszdOSJNcjF1qNtYwgCOV9xAHYf8A1zXQ2pCsFXop21z2hSQ6h4lnljkWWO3iVdy9AxJJH1HA/Ct2GTbeSKPXvQmTsb0DjpmrQIArPgODkmrYPFWSKxzVaUZFWDg+tQSDjvTArNwOtQyDnmp24OKgkALbRgUAKowBVyFePxqBVBHXircC56UgF25NSgYFAALdKmxxSArv0rzz4j5ey02MAgtqMIB3Feu4dRyOtejSY2H6V5p8UGMWgxXK5zBeQScHnqRxVIDz/VwZPA/he4AysL3Vqx9GDhwD+Brs9VdpvBHhG7YbXFs0RHsuMfyqr4A/sm7ivdE1VXkmu7lpP7LltiyoV6PuA+QjkHJHQfj2Ouad4anvLePUtXWCO1j8qKzikWNYh3zgEg8DrjpWqlawjkZdXsz8PdY0ya8jiumljlgjYnL/AHc4/I1y2nyIPB3iGCKQM8b2l1kA/wAMhQ9f98V23inSvD2maK9za6JNewTRmOPUYb3ekTngFhnsfbHauA0IobHxDahmLS6XI3OMHZIj/wBDRJpxYFJLr96l1FKisACQWA2kDoa6zTdUS6i86B8svDqOxrz1lweKtWtxLasskLlH9fX61wyjc2jNo9i0zU9+FY9a6W3k3JXkejayLuQRnEdx6Z4b6V3mk61Gi+TcNtcdCe9ZtWOhNNHQTPtUkV5n4/1kzMmnh8rkO4+nSt7xT4rgsICkLh5m4VQf515Vd3Mt3O88zbnc5JpxWpFRpKxlgfMaeKRVGaeFrUwJYfvCpWYDtTIxzT3Hy5pgeifDXxFoOkWd1b6hdG0vJZw6yyqfKZNoAGR0I56+teqwSW90gmtpI54G/wCWkDhh9civmEGp7W6ns5RLazywSdd0TlD+lNMTR9MMXiOMlk7E81j6/PiCNcdfQ+4ryaw+I3iewUJ9vW6QfwXcYfP48GurXxdcapLaxXWnxKzui74ZCACSOdp/xquZAos9NgXbaR5/uc0qU+JgLdQeoUZJNRqQWOKpbCY5ydp4xWVdYMg45rUk6VmTf6wdMUxFu2+4vFW+1Vbc/KKtAcUAhjdM1TfO481cfiqhAJNKwGZONt0je9bsDZQVjXqEEEdiK1rYgxDHpTAnbmq0gGRVg9KglFABGanzxVVDgipkYH6UgTEkXkHjPpTEOJFPowp7sMnFQO+0ZpMDm9Gkc6S1upO62klt8+mx2UfptrqtOtWS0SEsWOOWPrXF6ZerpvivWdPlXMcz/a4gfXgMPpyD+FdhbXc0sgZI9yEDpwBSGan9nR+WFy2fWhbB487Gzn1oSd8fMhHFPN0B1I/EgUDIXsbiThmAHtzmgabOP4wB9Ke12W4Qr+Dg1E89wBkqcetF7hY4j4r2DJ4ImkDkiO5gZhtwMbiP6ivJvDwA1K0BXIFxH1HfcK9o8fl5PAGtFmZgIVOCc4w6mvGNGONVtPmP/HxH/wChis5IaNJ24IAwOelcvqDZu2+XGQOtdFIzHd8vHf8AwrB1FT9qPGPlFAGDeqVbeBw3X61J4eTdrKtj7sbGrM8YkgaMjr39KueBEVdfmaZRlI+M9jmk3ZFx3R6Dp2h3tzErbBEhHBc4P5Vqp4YwMyTg+wFbFmcxAirTk7TjrXLzHWYDafa2i/Km5h3NZ97dJbQSzsMrEpbA7nsPxOBWxe/dNctrPmTPaWaAlp5dxHqFxj9SPyqo6smR1nw809rTSJbiQfvZ2BY/mT+prXBI1B8nGeav6dbC106KFQAEUD8cVnzfLeBq647HHLc3IHCsMHrWgr8fdx9ayoD8qkYxWihBHatCSYjv1qF+M1KCccVFJzTEVDzk5/Ko26dqlYHpk/lTG4OP60APiXJ6Cr0QwtU4AA3GavJ92kwHLjdUhFRr1qU0hkEvAP0rzX4qAnwfdkH7skTfk4/xr0uYZWvO/iNH53hDVuM7IQ4/B1NNbiZyWgXz2On+M9XtgsV4JIYEkRgfKWRssVP+eg9KxrNml8wt6c807wvqmnWmt6hp+o3DNpOrWyQzzbyxifapV8n+62R7fQVp6l4evPDZjWcJcw3BJgngcFZVGOfbqOPyJrphuIv+CLhh4hOiz/vNP1WOSKaFuQTsJ3fXAI//AFCuS0GNv+Eou7BeUNve2+/P38RSAfqoNdlo1xpvhzS5fE91PHLeoHisrNTlxIRjLenXr0APUk4rhPCk/l+MdKklOTJchHJ7+ZlT/wChUmr3sFzGV9yA+oBqRW4xTQhVQpHI4NJiuI0JVbDAg8+taKaleBADcSHHTJrLU5Iq0BkCkCdhZXkml3uxY+pproBS54wOtPcZjxjn1oAzlIp4NN2U4IaYFiMcA0S8JUqx4QUyUHbxSArUoNBBFIOtMCzZwtPeQxDnLZI9hXf6ZYS/2nYs6FUM6cn65/pS/Djw0k0b6vdpncdkCkcYHVvz4/Cunihzr1inUCVmx9FNZ815G0Y+7c7fcPKUA9hQnXFKBwOPrQvB6V0o5rhIeOcVlyH5/wAa0px8vSs3H73rxTAuQfdBzVsdKqRdBVtelJAhknTtVIsMnNXnxtNZznaxpsCveDMDH0FaGnsHt1I7iqMxDQuParOktiAD0pCRokVBIM1Y61DItFymVRkHpU6E4zk1AwIPX9aemfWglCtuznmqlzLtHvVxiQOtZOoS7ZF68mkxnOauyweLbKQgD7Qph3H1KZH6qB+NZmoeLdcEslrZTtbWkTFF8pQGbHBJbr1qbxlE01ukqswZGXDA4KnBIIPY1y2g38l7FeWtyQZ4ZN+QMblbk/rn86xlJo2ppPcsTalqlzzNe3T/AO9M3+NVHMjAlizH3JNaEibBzxVKYnHFZ3Z0KKM+diF4JH0OKyodUubfV4X+2zQxKrbsTMqj9a1Lo/KTXG64OUbH8WKcL3JnsdRq3ju+vbSXTrK8uGtJVKTM7k+YP7oB6D9fpTNFlzqdgOpM8X/oYrj7RsED3rpdBcf2rYgjpcxj/wAfFaM5zpfmeKQYwMcVg6pxcrn+5WrJMwTaVYViajKxlQnqVoYio5BHtV7w0n/Exuiv3zEMfnWdIfl7VqeED/xPiueGjPH0IqHsaR+JHrWh3QubCKT1UZ+veuhtLFrvJJ2xjv61zXhuECaW3HCiUn6Cu/hAWMKo4HAFYxWp0SdjndY0hYbRpYctt5I9q57TLJLvxMJWUbbWBW/4EScV6FMqshUjIPauY0ix8nxLqEPQEw4/3cGtIrUyk3Y6V4fJt4x6CsO6TEwb0rqr6MmAEc8Vzd8mG6V0HOWbVsIvP1rTjPA5rHtG+Xr9a1Yzke1WhFkGopDk1IOlRP602IgbBPriq7nLY6Z9akL9fWoh8z8jpQgLluMAE4/Crq9KrQDJBq1SYCp1p5piA4p5NIZFL901w3jOJ5vDGsxopZ2tHChRkkjsBXczH5DWDJxdggkYPUVSBnzdBa3CSjdbzD2MTD+ldPZW2otGkaWt44HRVhcgH2GMCveIWkY/6xseuTVsMxH32/Emtfa+QjwuXwn4h1C3ZI9HuySOC8ez9WxVWy+Hniy21GzuRpRHk3EchJnjGArAn+L2r38JwfUVXn/do304qXVewWPmO+hMeo3aAYCzyAfTcagETFSQK1tbjNv4g1GIjGLmQY/4EaroAIzXM9yzORCD/hWgsTlQdtVVXLZA71pKQFUGgREseHyy5FOdUIJxgU+WUKmQKqGUlDkUDK22kGQaTdTlOT0oAvICwFRS7sYFTLkJUEjYagCuytjkVNp1m2oajb2gbZ5rhWb+6vc/gM0jMDxXQ+ELEyS3V+65ih2wkjr85+bHvgfrSY1uey6dZx2ltHbwIFiiUIijsAMVlWkZbxLACMBRI2fyFdHZ4Nur7GXcucOMMPr71l2QzrbMeoQj8z/9aoiveN2/dN48qASeKQDnqTTjycikU89q6TlG3B+Ss5eXyR1q9dt+7qlGPzpiLcVWl6VWiHerA4WlcBH6VTkTdnFW3wRVdj14oBlB87WU1NpZ2nafypko6n9KLFtsg5BzTA2uccCo5BkVOh+XrTJAMUgKLZz0FKpOOmDSuMGmEEf/AKqBIkIyMYrDvoY57s7yQV6AGtxTxWNcxt9tkbHHapZSMbXLQHSZDy2ZV5PpyP615zpg+zeLTH0E8LqfqMN/Q163fW4l0sg9y354FeTXCmHxtpoHIeQr+aGspbG1Pc7TTdHF++ZOIh1rpYdB02JAPskbn1cZpdLtPItEU/exk1o9FrE6Dmta8NaRc20mbZYZMcPFwQf5GvAvEkJt5zAWDGOUjI7+9e+eK9TFjpc0gPzkbVHqTwK8Z8aac0Npa3BB8x2CyfXGRVQepFTY5qzXOWIziuh0ED+1rP8A6+Yv/QxWXax7IlTGO5+ta+hMP7ZswehuIuf+Birb1Oexsztn35/KsfVeHjOQOCK0sB8YckdsiqOpxr+6I56iqEY8j5GK0/Cr+X4hgGfvKy/pn+lZbgbuBUlhP9l1O1nJxskGfoeD/Ok1dFxdme5eHjtlnf8A28V0V5qX2dYY0uPKmlz5aLF5jSEdgDx9eR9a5Pw9OCsoHUtmupiSK4TEsaOB0DDOMjB/QmsYOzN5ak+k6sdSt5N6Kk0L+XLsYMhOM5Ug9P5U+KMR+JLefoJ4jEf95Tkfox/KuXuo7zw/eGS0d49PlcBtvz7B6BTwOBgHuK6guJ/stxCwZVmjmVl5BXPOPqpNbaXujHpZnSzIWhIFc5ephTnqK6nqPY1halFsdsjg1qzIybcgEitaAkqOtYvmbJc9Oa2LeTfGuDTQmXRnHNQTNgE5qUZOefxqrcsOgJ9KoRXDMSRgHmljyWwcVGDt4FTxZBGRQBehWpzzUUQx2qWkwFX0pTSDg5oJpDI5m+SsKXm6x1wa2puEJrGY/vycfSmhF+HAUfWraDAqpbj5c9DVpTmmBL2qndkYPFXO1ZWqSlIjtYg4PSkB4F4r/d+LNSBBOZi31yBWe20W+c8mtvxmnleJJXP/AC0jVv5j+lYMkgKbcVk9yyOJlDDnvVwDd0NZ64Vs1bS4WNfu5+tAh8hAG2q0nEeKWSbzDnFQMTnB70DIMHHFCswYc1Jtpu3JFAGjG+F5NMuAMDHU1Ep4FJI3ApANJweK9Y8C6MZfBBj4El8zS5I6DOF/QV5EAzttTJY8AD1PSvpDQ9MSx0a3sWAASARN/wB84NTJmkI3JrBzFbpaTyFrqOIFsoV3jpuAJ6cY/wD11BpSg6hM5GSMCqtvFFaeJXiIbK27LEdxPHH3ieuRj8Qav6UVMsxz827n8hTiveCT901iM9qbtp2Vzgkg+9Ia3MCtd/6vGcZ71WRTkjtU14wAGaiiJxnI+mKALEXUD2qwM9KgiyOePpU2elFgHEcVUk4Jq3niq0g6mgGVJfuHnmorcfODnGKmkI284xUUcUechT+dBNzcgYMgNPI3gjGKr2j4TFWyPkyOaZRmXcgto2lchUUFmY9gKpjUbdyq+fGrshk2P8jBRnJIPIxg5z6Gr9+kctu8c6jy3GwgnrnjH61iXWiWtwsu1pFlkgMBkLF22nHXPJ6HnOTlueaANVG3qCrbgwyCuCD9CKpXUW+bknkDrVaTSDK9yftBKz2y24jIwqBSCCuDnP3j16kelWXgnjvkbOYG3fKDnb129fQYqZDRNLDusDtXKq/I9sV5vb6LJP8AEWBiCYbCJp3bHGT8iD8ck/ga9WgA8kg9Nx4qrBYQQtdOiYe4YFj7KMAfhz+dYy2Nqe5BEMDgdKWd9sZNGfLJFUL2chOKxZ0JnK6/i+1ezt35RGMrA9yBx/OuB8fXaPNb2gwT5m8/gP8A69dxcuW1Znz9yLv7mvKfFFz9p8SyKDxEAp+vX/Cqp7kVNisp5rQ0P/kOWPp9oj/9DFZYPrWnopI1uw/6+I//AEMVZgaAMhYADpxUWoq6xJu55NRi4xNnAH4VW1K5PloRyAaoRVkQ4zmoZEymMgGkFwWIGMU1nOCc+1CQHq/g+98+CCQnl4wT9Rwa9Bs3HFePeB7n/Q1UnBimZT9DyK9WspQyqR3rnejOlao15YY54GjlUMjcFTWZZiLRmjsxLuiZwAZJfmVmzgBT/Dx+Z+uNRW3LWfqtktxCZ40H2mNcI2OSAQ238SP85q4vUiSOxsZvNtUJ+9jB+tR6nB5kG4dRWb4cvUuoZSvTeG+m4A/1rcfDoQRwRXUtjne5xU8TBzmrthJjC4Oc0uoQGKVlI47VVt5CknJ4HpQtBG+hOzsKpXDDfgVZhcNHkGqNy+CecZqhCR5zx+tWYR1zyarQ5QdR09KtR7gOaALsZz0/nUtRIeATipM0mAZo96M0mc9zQBBdNiI1ktnzQdpIArVuj8h9KyycsvuaYi9b5KVaU5NVISdvU4q3EvGfWgZIDxWbqbBYieM/StInC1jam5KfjSA8b8dwkarA+ODER+IbP/s1ci7AIa7Xx/lfss2M5kdfzAx/KuEmfcOKze5aHg7lwOuaeQcAVWjcipmk3Ae1IRIBTWHFNMhIxSscJSAYWoUgmgspXg0Jt3DvTGWkQEVHKhHvU4GBxTWOeKQFzwpYDUPFemWxGV89Xcf7K/Mf5V9HRxlUycZNeN/CjTzceJLm9K/LbQ7QcfxOcfyBr2wjC1nLc2hscr4yZ7fTTewiJZYhjzSuWT0we3P86seG5Hn09JpUPmSAMwIwQcc8fnS+KEWXQ7tGlWIFfvvjAIIIzn6VB4O3f8I1ZMzbi0eS3ODycda1p66kVDoeM8frTlI55FNzmjp2rUxKV6c4GO+ajgIJwVAzS3j7XB4/xpIRgAjvTAuJgemKfUaHincdaLhceORUco+SnZ4zmmvyppMGUX245NCDBBpJuuODRFkEH9KCTQgJHtWhGwK9sVmwk98YNXkIxkU0UU9QtftEQAkeMrIrq6gHlTkcEYIrCutMle6vpUl8s3EZRXRCHQHbnLA84C/LwMZNbWs6rZaRpct/fzeTbw43NjccngAAdSfSvLdU8a+L7jVrm10XQEMcJ4kWJrgOpGVYNwuGBBGPWgDt7dNR+06eJpCURM3DpINjNk7htPJ4wFPb8ObFlLftCrXUTDMuDvRRs+U5246rnABPJ5rzS2+JetaPfJB4m0Noo3/ijjaFwPUBjtb6ZFep6NqNnrGnw3tlMs1rKMq4/UEdiD1FTIaNGIhLduOhqINtQClZ/wB2yg/x4/QVEcsKwmzemtCpc9SRWPcPuP0rYuhtQ1gXkgSORs9BWLN0cfq18tobydjgKo5z6V5Ikr3VzLcOfmlcsa6zxvqBFr5Ct80zkn6VydqMKuTWtNWRhUd3Ys9BxWjob/8AE6sB/wBPMf8A6GKz+Oh6Ve0Zca5YDr/pMX/oYqmZ3JtpLk1BqEZ8nPUA1dUAnP8AKoL9SbfqDg0wMTNODcYpWUZ46U0Dn2oEdF4QuTHf3EGT+8QOv1U/4GvYdIm3wJ1rwTTrs2Oq21x/CrgN/ung/wA69q0WbCjnisai1udFPVHaQPlOakKnGao2shJHNaGflpIbM7w3cvD4n1qzOBGDBIgHYMn/ANau2ByozXnFpN9l+JsyHhbrToyOcZKMw/ka9CQ5UV1Q2Oae5VvrdZkOcfWuauIpIZSoHWuvk5WqpijZ8soJ+lVYkzLBJ4IGaX7rcqCearTtmU5Fad0fTGKx3cPKcZ61SEWYTnBxVtJA5wP5VVjA4PPSrkCc0MC2g+UU/NNzjilOOKQhwoyOuKaBzSNwMCgCtcncpAqoozIM5yParc/Cng4xVWMHI4GfrTQFiE5Pp+FXFI289qqRHB6VYVht60DFlPHXrWPdguj47c1oztgfSs2Z9lpPIQOI2/lQgPL/AB/F5mhJOB9y4U59iCtebOxA4NereKYhN4LmB+8tusnI9HBryhvu1nLcpCKamOcVXQ881bJBUYFQMRQae4+SlAFLKPkwOtMRnknOMmnI5DDmmnrSZwwNIZqpMpABoZh2NUUfA604b5XWONSzuQqgdyeBQCPcPhPp32bw414y/NdzNIP91flH8jXoDnC/Ws7QdPXStHtLNQQIIVj/ACHP65q5cP26Vmbo5zxSBLot1ESPmRuv5j9QKs+G4jD4fsFKhT5CHH1Gf61zXjzUfsuluiH53BUD3PH9a7O3jMFvFFj7iBfyGK1pGdQny+e1LvOOevvSAkjjNNdjjFbGJQvm+Yc4qSDITHtUN2pJJXHHQZqaI/KO3FAFhc8AY/OnE9qapGKRuec0rCsSBgBzxQzDBqAnmlyaYFac4FCEEdDSzEEHIpsJBT5f1pWBIuQ8gE9avRHI5rNhbD1oREY60MZwHxIgk1O+8N6IJDHFe3rByO33Rn6gM2K617G3s7OC2tIlit4VEcca9FUdBXOfESOa2GiazbQvNJp+oo3louSwfAAGPUqB9WFdg5WaINGcqwyPpRcZz+oadZarZvZX9ulxav8AeRv5g9QfcVxngjWNStfiHqnh++mRohGywRRIEjiEeCoRR90FGP5c813twVhVnkdY4lBLuxwAB1J9hXmPgZ/7e+KOr67EpNrGkhRu3zYRPxKqTSYJanrJOJGXPQn8zTh0qIDfK5/2jUjYVea5ZvU6orQoX8oAI/KuM8S6nFYWJMrld52jAzya6e/kG4j0ry34hTqVgO7lGbjPtUrV2KeiPO9cvGvtVkYngHA9h6UtuvQe1UFO+cse5zWlCPfFdFjmuSMpHtV3RSw1yw4P/HzF/wChiqhJI9auaHn+27Hr/wAfMX/oYpMRffajkYyemKq3sq/ZmAHH0p8jgk4Bz1qpdEmFu1AGeZOabvzngU3vQKAGy8qRXq3g/UmvNLt5C3zABX57jg15S1dX4B1DybyezZsK3zqP0P8ASoqK6Nabsz2y0fKrz171rocoDXO2MnyrW9A2YwKxias53XVNp4r0XUhkKFeJz7ZH/wAVXokD5iU+orkdWs1u0gVuPmKg+m5SP8K3vDl39t0iB5OJkBjlH+2pwf5V1U9jmqLU0yeP/rVVlfH1q6Vx1qnNDltwzWzMyjdNsiJrGDfOW65q3q90FxECAe9Z1qjTTDHIB60AaturHlh17elaMQAxiq8Ue0Z7n1q0gwMUASe9BJppYetLkYyOtJiHA8UMeKaDzStz3FAFacnYRnNRw525IHHoakn+6QDxUcYCjJPFNAWAMEdvpUnT/wCvUIbOO9OY/L/hQMhnJIPQVn3I3QSISAGUg4+lW52wAOvNUJJAZG4zwQB+FAHJa6v2jw3fQryRbOoH0Gf6V4sTlR9K9yhhNxZPEw4lRh09civC23Kdp6rwfw4rOZSHLxVmM5qqp561ZRgGxUDJ41LOOeKneDC5zUSSouKlmlzFxTEZZXOajxzUw70xutIYgNbPhnwtd+LdcSxgmaCGOMyzSr/CM4H4knA/GsVT82K9y+EmiCz8PvqLriS/k3LntGvC/mdx/Kkyoq5Db+DfEPhOBjouvzyo3LW1yu5SfVSDkH/OD0q5pPjSeS7Gla9braX5H7qVT+7m/wAD/wDqOK7y7UGLaa8z+JkFsdDec4W5t/3iP39xU7mw1l/4SL4jWdkQWtdPU3dwO3y/dB+rEflXeJcknB+YeveuH8A2k2n+FJdXusnUdZIYFj8whXhfz5P5V00MwIHzEGt4RsjCUrs3Y1Vxnd+dRzEpx1qKJsgZbPvT5PQHFWZlSfODhefrUkTEqucVHNKUbHOT29aliAKDHAIpgT8YxTGB7HFLkA4zTGPvQA0A55pw4PekBNOIBHbNICGUBu/FQqMAqT39KluRheaomQ78hvrQBbibY/rWtDLvWsdFdG3E5U+2K0oHwvTihgWZYVubeWB2dVkQoSjbWGe4PY+hryprPxx4D32WnW51TS9xMJ8oyhQfZTuQ+o6E8iu88V6peaN4efU7OJZfs8kbzqevk7hvx74/rWzbzx3NtFNE4eGRA8br/EpGQfyNSM8khi8deLLxIdW0+O20aQFLmGVPJV0PXHVyw4KnoCPTNdv4Y8M23hjTVsrPcyBvMllfG6Vv7xx7cAdq3L25trKCS5u7iOCBMbpJW2queBzU02IrRwMbj8v50nsNblGLhckdeaju5QqVK5CKKyr6fA7fjXKzqRl304RXcnAArxPxtqjXWoNHk4UY/P8A+tXpviPUBbWEzZwQp/OvDb6c3N3JIxOcmqprqTVdtBtsu5v5VfQYUYqpbIduavKp25rUwEAZc89au6Mx/tyw75uYv/QxVLmr+in/AIndjx/y8xf+hikwLL4I9RUFx/qGyM/jUpYbcVFKNyEdeOKAMgjBpKcRyabQAx6n0q8+watb3GSFVxu57Hg1C1QOMU9xp2PoPTLkPEpB9xXUWThkAP8AOvM/At/9r0W3Z2y6Zjb6j/62K9CsZQGA5rmtZ2OndGhcjbEHH8LBvyNLo7/YdbuLfPyXI85PTcOG/TBqVk8yBlPOQaqXCMltb3qj57chzjuOjD8s1tTdjGojrg4xntVO9vFjQquN2ODUbXKi38zcNpGawrq+EjHBroTMSvPA1zKWJ5zWnYWCwqMk59ar2U8LMPMcLjt61rLNHIMR0xAFC9804bc89aaAR1/nSZ5oYiYAdc5pSVz1NMJOOKQ59hSAkyvrmmhx74pu7j1pCflIBoArztuzgZ5pmWBCkYFEhKn7w/KmrI+fmI+nemBYU8VLlQuSvPrVdZAc5NQ3E+Djd25oAZcyKW6cZ9aosSQQnBORk0+RwzZ5xUHnoLjap5AoGZwt2/tOGBHK/L1HtXiPiC3Fp4k1O2AAWK6kUAem4kfzr35Yl+3QyZAPINeJ+PYPI8b6mB0d1kHvlRUTGjnkBzU643dKjU4FTY+WsyiUfNgYpZCFXBNRofmHNLMuR1pgQKwPQ0hIJqCnKcHNAFi2tnubgRxjryx/ur3NfTvhuSCawtYbaJoI1hGxJMbkUZVQVB77c14t4J0OXxBpz2ttGoZb4TTzOMKiKgCqT3yS3yjr1OK9w0uwvbFSftsLfJtC/Z+F4A4O7PYVN0y4qVtBZ7nKM+cxoxUt05HtXh3jbV5de1yHSIW4lmVGx6k4A/XNeq6tcXWlqkd7DA8Msh/fqSI8vwWcHlSB0JyM9xXl/grToda+LEjoA1rbTXF1kcjapIT9StCXvFNux6fe6LcbIjAFMCRqkSqcYQAAAfgKoG1uounmKR+NdfoLfatChViS0WYyT14OKS6swGznmt0zBnO2l7dQbc5bnHzLW3GxljEjqFz6VPFaHaCeg9amcKybcAgdsUxGLeFBKADjBzVmAZQHAqvqUKCZCRtz0HrU8WAg6Zx60wHMw700sD3prMM9abwe9ACl9v1p4cMOR+VKIc9amSAcUgGHawweahNtCScjH0rRFsMUGFV7UAVRaIyDa+RSBvL+UkZFWXcQoWIArLM5eQ8D86ANQRx3UDwTIJIpFKOh/iBGCPxFcfoWonwfBrGiau8httJQXNrOFzvtnbCr/vBuAPUnsK6i2cDPPv1/rXC6lrH/AAnHimPRtLLPbWYMpuI13LJjIkBXPzIysUX/AGiD0JpMZiQafrvxS1Vru8kax0KByEA5A9QgPDvjqx4H6V6mkEFlZ2un22/yLZAib3LnaBgZJ5Jqv4cv9P1jw/EdJgNotr+4eybh7cr/AAkf178981YjVtzbhzWc9jSCuyGdsCud1O5AJ5ra1CcRq1cPq17hXbOK5zpRw3jrVzs8hWPPWvPBya1NfvDeanK2cgHA5zWbH1raKsjmm7svQL8gGKugZ6dutVYhyKtbtoxTJFKgDPpVzRkB1ywyP+XmP/0MVSDBgc5rQ0PjWrHn/l4ix/32KQCN93jr7dqQodh9hUoUsGPQCpPLBU8k8UAYMq4Y8d6jxmrc6KHYECoiqgdqBFcioZBVpiu0gdfWq70xnZ/Di923V3ZFsAgTLn24P9K9dsZMspzzXg3g24+zeKrMk/LKWib8R/iBXt1rKEcYOeawqK0jppao6yInYKlTy9rRvgIc9emD2ridX+IWkaNmBJVubpeDGh3BT746n2H4kVyGonxT4ug+1O32SzZcRQsfve+Ppk4A7d+tXBdyZ6o9gtrR7qwa2MhV7ZzGeOo7H8iKoTabNCeVJA7gVzXgrxPd2GoQWV+iuDCsIkVsq+wfLz/eAyDmvWLea1vYw6BSCPWulM5WcL5D7wAKvW7Sodqg4FdRLp0LZIUA/SqcmnMPu/yp3EUhKWIB6/Wp0BI54p8WnOrEswJPtV1LTaMdfwoYypjA9TTetXxbjvQY1A61IFDaM/8A1qJGAXp07+lXGVSODmsnVr9baEjjPrxxTQFa6ukhJJLEnpgVGl2rDIUgD171jRTTXczPkbfQ1fjAHOB74qgLbHeSVYc89KjLBjhiaZk54I5pwjiByS34HikIZJxnBX8agXfuIQAknrUsoJICKWPotTQRGMbthU9wwoApmK6EwOwnnP0ryf4mwFfFEcmMGW2Un6gkV7aZGVeQK8k+J6rLqllcAcNG6HI9CD/WplsNHALHkVIUwvBpHJHShnyAM1mWSRL8uaJCegHFNRsYp7CgDONSQRSXE8cMKNJLIwREXqzE4AH41GVzXp/wi8MfaLp/EN0mYoGMVqGH3pP4n/DoPcn0pNjSuz0rwj4cj8NeH7ewBV5RmSeQD78h6/gOg9hXSwnA/Csy6vktkOWAwCfwHenQ6rbeWP3gO4cY7/SoN7Oxn+LFSXQr9WI2iFic+nf9M1j/AA2tLa9utb8SW0bLb3Lx2VmGUKfKhRQTx6t/KovH+rR2nhHVW3/PLGIYx3JYj+mT+Fdb4J01dL8EaRaAcraqze7MNx/Vq0iZzGeFyYlu4Mn5J2BGPWtaeMk9Rn6VSsLU2OoXrdVkcMP61fkbcwz+daIyZVbzSNrdPrTFAx15qeRCQTmse4uWjYorZPTAGTVEjNUVd0fBIBz1p8Z+QentUVyGEQLE7j0BFPiJ8oUADLkntU0LKvGymDk8ClV1B7UAWQM8gVZiwByMe5qCJgV7HNTIwPHSgCRrqNOSCfpVeTVrMgglw3ptp72DscqePSq8ujNKcjANAGZd35nO1c7arqzZwFY1uwaCARvOa0Y9Pgh6KMj1FFxnnXirw7r3iCxgtNMvDbQmQC5ifKrIh7lhycf3ehrY8L6FYeFLI21tmWZyDcXLABpSOnHZR2H8ya0PFHiqw0CxdricRJwGYKWPPAAA71wVl8RNM1JNQlhhu0tbGHzpp5doU84VcAk5YkAVLYHSarb3WneKbTxFoib2uZUtdRtM4WZWOBKfQqcZP0PrXQv8iMc5PPPqa808N+O45NTK38rkzhSYcBDbk44A/iXHoc5ycV3/ANvtr23L2dwkqg4YoeV9iOorOdzamjD1a43MwByTXm3jHURbWEg3YZuBj1rvtROC7dq8c8e3he/itQeFG9v6VjFXkbTdonIMxZix6nk0sfWk9qliHStjlLcT8irW7jHaqsa5qfJI4oAcMda0dDONbsecf6RF2/2xWWCa0dEc/wBt2Pvcxf8AoYoAtnPTORmk3DBGcio1bdzmmuTjrSAoXJAlOOlVmOOKfcH95+FRGgBp5GaiapN1RtyaAC1uXtLyC5jIDxSBwfoa6u+8Uatq8Ags2NraMdmVPzyfj6f55rjn9q19IuIooSo3Bi3zd8/QUNIqLsdJpUOj6DCs2oRfa7piNsKjj2LN6ew611yalNqavcPIgWEAgRKQlvjHzDPTHHXkmuNtLe51uUW9pbSyuAMnOAF9z2Gef5V6D4f8KizeN7+c3MgIYRZzGpA4P+0R2J4FSpJLUvlcvQ2INGmutOOo2sAilkZZ0QjaSw6Njtn09PTpVFPEd9ZXisivC7PtKDs3pjvXaxyME+tYms6ak9xBexjEiTRs+O+GHNEZu43BHXaPq095bgXkXlzYypHG9fXHatUNurmpdP8A7OlN418zOvOwKTn2xWhbatA8QaRthx3rc5zX4HNMeVV7isO98SwQDamXJ6BRmsz+2Lm5YYhcA+tAjpXvEGcsKoXGqQxjcz9OwrGmlndScMKwpxe3DkLEzAHrnFMDdu/EO3Plg4x1zXN3F9LfXGNxIz1zUqaLdSbTLwCcYLVr2OkJCMvsCDuec0XAitIHSIYwSewFaKwqo3Ny2OeKuIsaEgbVAHUA0k+HXCHJJABCU0BXAUngA/SopGUHAyce1aixrFAFw7N64AqutojsWKynOeS4FAFGNyrghT+Iq0LthgEdDUy2qx5Jib8WzS4T/nmv45ouBHNKfs7SNjGOoFecfEm183SrW6C/LC4GcdmJH+FekXZ/0RkGBnrXIeP4ZJfCtyQh2pFvyOgwyn+lJ7DR4rIQV6VCD6VLKvHFMCkHkViUWbdd/Wp3VVHNQRdPSpHZAKYFfS7CTVdWtdPhYK9zKIwzdFz1P4DJr6X0i0stK0i3sLMYtraIInPYdyfUnJP1r5is7xrG+hu4jh4ZA4/A19KaQTPpysVLI6BsL1IIyP51EjekkzH125KXdvIXTymfYUZgC6v8p2+uM5/CtDTbJItMiicZePIH5155fWscPiK3khRUtprlfLwCFGGG7g/dPqK9MgvrZ3CI4PIxjuPaoN3HseOeOdTuNe8TrpFqu6OKbyIkX+KVvlya+h7UrBZRRbsLEgT8hj+leE+CNNefxjq2runmLaXEqRFiBmVnYcZ7hf516VY6s8sv2WQkZyFY56+hreC0OObuzqISbiVnVuM/nVnYvQiuftNRFlIUlKjnoT1rWTWLWQcSL+YNaIgtrGPWqd9aSSRs0WA2ODin/wBow54cUhvk7uPzpiOHuL67jvjBdE7gfSt6zYSQqQM8VT8QxxTTRToRvHDEelP0qchdpxx3FAjRdcKDis2WYxyED+VbBCuOv51kX1u2cjg+tAEkV8cYJxVuC8+YYGa5iQtGxyc4qM38sf3Qc+xoEehwyB1Hb8asKYx3rzZNcuo+5/WrEfiW4X7z/hilYo7u51K0s1/ezIrehPNYt94ktvKkZZkEaKWdz0VQMk/gKxhounasDNBqE63D8k7wef8AdauO8d6Pq1l4au4IIWuDKyR+bApyy7huUr1BP5daGgGeFraT4i+INX1bUIi2jrGtpFbNnDYYSKDjuMBj7tjpU3jy0bTLjS7XTV0+3QzES2xiASQbQBuHcAO3B9cjnFdL8NtF1DQ/C9rbXyrayHdJJDwW3McksfXGOO2Kh8a21tJu/tJJJNMuWG+WL/WWkoGFkX8h+GQexEXL5GecReH7K11cw6lb39vcMPktInRhOc9YpH4Yein5vc11B1nQdOtvJtZdVgvoeVe6eNdoxkq+eo/M+hFZs+oYB8JeK3QuVDWt/wBY2B+5Ireh9exyD7c3fs1hdfYNa/0hreTr5YZpYwMhGbPKkheTkhSaGx26o3tS8V6g9nbsllbLJJAHZS53Ek/LwT95lw20fdXBJrzHXp57rUnup/L3SADEZyBgdM5q9qF5cXCGVpC014zNI2OSoPPHbLA/gMdKyL1TFDBEQBxv/A8D+VTypbCcm1YqdTViEcc1XHUVbiHGaBFmJcGpCM+1NjFSkEelAEeDjFXtF/5DVj/18xdv9sVVXnAxWjoqZ1qx5/5eYv8A0MUARbsbQf50/KnIqsXJ6DFKrNz060gKlwCHJNVye1Wbo5bHvVUmgBmaRuoo70hpgRNXR+FtKW/tdQlK5dF2xn+62Cf6VzrDNW7PWtS0tGWyu3hVm3FVAIJxjuKAPT/Dc62ljF9n+UNy4Pdq72zcPGsoPBGa8q8N34mtYSxwZBsbjGHX/GvQtCulZPJdsHpXNLRnZB3R1tvPG8QwRSXLRojMzBUAyxPQDua5yO5ksr1oXJxnINZfjLW3t9DeJJQkt0fIU+zA7iPouacHd2FLRXOl1DxnoF1KBDr2mFeoBmAP64rPOo2Vx80epWDr6pcL/jXgOqyG4v2Vl+WIeXj0I6/qSPwqgYo/7ozXYcR9KW8umFt0t/bZ/wCvhf8AGrv2iwQExXtq2f8Ap4Xp+dfLZjj/ALtIY07AflQFj6gfUbDO2W/tV7czr/jThrfh62T97qmnqO+bpP8AGvlzYvoPyo2L6D8qAsfTz+OfB0H39c0/jssm7+QNVZPir4KiznVQ2P8AnnBIf/Za+bNoox70AfQlx8YfCSgmOe8kPYran+pFZUnxu0mBsW+m6hKexfYn9TXjUQC2DkKGO4dR061X3bpAuMknpQB67qHxzkZttvoOCO8tz/QLWVJ8bfEGwiGwsY/QtvYj9a87vFIvJAeMYH6CosYNF2B3cnxj8YSA7Li1iB7Jbg4/MmqUnxP8aTddYdf9yFBj9K5QEU4H6UXYG9N8QvGMikPr15j2Kj+QqUa/q+sWcf8AaGp3dyBniWUkdfTpXNk1e06T5HQdjnH1qWCNLft60M4I4XNVZJMnFSRyAKAakZOMhc01zxTJHIHWoi2eKAK8ZXzl8zPl7hux6d69x+Geoatc2M8UkZlg2bIp3kLJGy8AEAjAwc8ckCvDAMmvSPh341Gj+Xpk4AiZyQx6EnsamRrT3Om1CyvF1XTiIkjtbjUCskfmBgH3/fQ4+6cjrz+VdqmnRRWkUvnJvB3EbPTrz+dR69apqPhyZ7B/LJxMjRrkK4IOcev0rzLVPFHiyS3k0tIVZpEKLLGvzuDwdoHGahI6nex2Hwwgkfw7NdxlD9ru5bja67lILnH6CupEtlFfOtxZhJSQd6Dcp9/b8a8F0Pxz4k8B3jafLFi3U7hZXsRXAP8AdbqP1Fd/Z/Ffw/q0qvfrJpdxgZ3gvGfo69PxAreJwy3O8vdLs78ExTDfjpuH9axJ/D9/a/NAxdfTNa+mazo2qxD7LqFndg9llViPw61qrawKCPnT02sRitEScWkWqRZ/d9Ouec1Ziu587JUZW9xXV/Z3A/d3TnHZ1DCoZLeZ1/eQW8hHcHaTQKxzWo3AW2QAgk9Of6VDZ3HluOcZrWvba3KlJ7CVfRl+b+RrOENkrACR0I/vqaBm9bXKSIBuyaldFcY7Vm2722RtuVyO2a0o54j/ABrn2agRn3OjCUZjzms5tCccFT+NdUsqnpzUqyZHYUAcguhD0qZfDschG5Tn2FdarqOuPypxmwvynnsKYznZLDSNCtvtepSKigZCu3JNJa3xv4vtRAEMg3RY7r6/j2qr4p0W0vLMNdyLK0kyeazg7hGDuKL2XOACfQmkhvYbtlSJlEQOBj+QrKcraGtOF1cvKzyv8vSq+oJG9u8MqhlYYZT0Iq75kcMXHHFc/fXnnSlUPHc1g2bJHmPjDTmsQ1g+ZtP+Z7Rm+9bseu0+nqvQ9eDzXH2+rXEFzEt7GJ2ETQRu5OYwRjcp9QCeCDxXpniJortHhkI8tMMT7+leaeWkmp+WEVkDEEMMjbzmri2yKisUV1KO3khYwxXBg3Ro2TtZd2Rx1Hf0ODWdeXc19eTXVw5eeZy7se5J5qzqkEVrcrDFnCoCSeuT1rP61ZiPjGWq7GmAAO9VYRkj3NaMUjxjC98Hp0I7j0NICXyZLeUpKhRx1Vh0pWkyAMU6WWS4k8yaRpHPVmOTUbLnp1FACgjd25rS0XaNasvX7RF9PvisrbznGDWjomf7asRjP+kxf+higCFV+bnpT1XqaUpiQ5Jx9KeoUE5I/HrSGZ90MHI5yaqOK0LtlHA5Hqaz2IzxQIYcU004imGgBh60w+nan96Y1MDtdGQIl5GjDLTFox3DLzj8sV2unSGW386I8qfmx6HpXCaNKl3ot3K+B9mmSZmBIZFYbWfHQ4IB/P1rd0zUpdHvGtL0bRnG/wDh55H4HqPrWVSN2dFKStY9DgZNViCgj7VFjIJxuX1Feb+M9Wjk1SbYVaGxzDGezSHqfwIx9Fbg5p2s+KJdJumitZsTshGVPMPvn1wTx9DXn99fG6ZUDExp09z3P+f6mnShbViqzuuVDGuAF2rkj1qEvuPSo6eF+tbXOcXNLSHA70m4U7gOpKTNHOKLhYdmkzzQKUUXETRgfY5cgEhlp1hCsl/brI+xWlQFsZwCwGadAjSW86ryfl4z6ZOaZbQSXk6wxAbm6EnAUdyT2AHJNAFjWIHt9WnjcYYMAcDHQY/oao7Ca1NfkRtQ2qcsiAMT1zknn3wRn34rMD4pgL5TGlEL4pvnsOlN86Rj97igRIUI5Y1LZybLgLnhuKrgE8kk05DtlRgOhFJjRptySaRTlhQ3ApU68CoKJmOeDTTxU2zcMmoZPloFaxAoyalVCeh57YqFetWoxxQxnpfgP4j/ANnGHTNVVjESEWcdvTd/jXZeI9X0fwzJb3cqx+ReOQDGgJDDk/QYrwTbxVTVLqZ4I4XmkfPChmJ2j2qeU3hWcT1j4maj4c8T+FoLqC+RL61YGCLIYyAkBl9uOfwrxtoTHyjED/ZNMt0CEseSO9SySY6DmtEjOc+Z3sMBkRsjaT64wfzrUsvFWt6awNrqmoQbemy4Yj8iSKxzISetN5Jp7GZ31j8XvFNrgSX8VyO63Nup/VcGupsPjpMCBqGkI47taz4/Rh/WvF2GabtI707gfQyfFvwtfKPOa8tmPUSwEgfiuauQ+MvC11xHrdqM9A8mw/k2K+bk3EnBPAzQJH9T+NFxH1Jb3ul3IBi1C0lz6So39a0IooG5VYW9wAf5V8mjlCxVeuORSrcOn3WZf91iKLhY+ukgXHywDHspqVYCOqEfnXyTHq97Gcpe3a/7tw4/rVqLxRrUP3NZ1FfpdP8A40+YLH1aFK87Tj3c0gWTzAQoCn3Jr5bHjbxEowNf1T/wJaj/AITTxC3XxBqn/gS3+NHMgsfSHiFH8uGNd3zFmOTxgDH9a53T8wXDSBttvCCiAfxOeW/IY/P2rjvAmu6lc2uo/wBpX91dSOsf2b7RMXyCcEKCeuSpPqPpXe3UCi0SNWCLEoXPqe5+pOTXPU3Oyj8JT1DXJZHEEWWduFUd6rXd0NPsyGYGU9fams1rpSvMCsl1J9zJztHr7VgzTSXKzXsg3wxELEO0kp+6PoDyazNHoUNXvI47dyZAxHLEdC56LXK6ehCzSvy7tj6c/wCfyq9rJ/eZ3B/LTIPq57/zP5VFDGI4kUHGOoxWsEc1RnK6nIJNRnI6b8flxVSpbkhriVgeGdj+tRorO4VRyTVmRPAOlXV61VgUgHP0q0nFICYAADnmhs9PWkzwKC/agAJbJLZJ9TWloRH9tWWeP9Ii6/74rPBHJxk1paFj+2bLIH/HzFj/AL7FAFSWTdJ147VHuOcA1lnVs4/cc/7/AP8AWpDqpJP7rr/tf/WosMv3J4FVCeagk1Eyf8syP+BZ/pUf2zOfk69fmp2EWCaaar/aufu8emaPtPH3P1osBLTTUf2j/Y/Wk8//AGf1osBo6dd+QJYWuHijmAB2jhvZvbn3+lajeIHm05ra5e2kdVVI52jYyIq8AKfQ+4rmDJnHH60m/wBj+dCQFqe6aXKqNqk5PqfrVcdaZv56Uvme1MB9LuPrUfme1Ak56UCJOTRg0wS4/h/Wl84f3P1oAeF96djiojN/s/rSmf8A2f1oAkxijIqMzn+7+tAOcGgDpfD80txbXFpJIVtghLLGgDOevJCknjPXOMdqgOr2tjC0emwFJW4MzZzj8Sf/AK3pnmqOnvgTRA/6xeeM4Ayc1SYfMRnoaYhSzNksSSepNNxuNPUL35NSBRntQFyIJTgMVKEAHWkMR64NMBueOKTPFGMUlIDRD7wG9RUsbhO1VbZsxAHtxUxqBlszE9BUEmTQp+Wkc0gJXgAG6Pn2pU6YqNW2NnzKmaSNArFgd3pVNAL61k3zb7wgc7ABWoWABbsBmsZSXlLHvyaSGTRgAY4p7JGTzUbISOOKrukinkmtSSyyRVEyrzjFQndnk0hLZx2pMZJx6UlJ2pAaQEsYXypyR/CAPxI/oDURTn2ra0i0t7yyuQLe6kuU+bMeGTGDjK4yPrnriqMOm3kkgQwOnOC0ilVX8TQA26s5LaxtXb/l4UyD6ZIH8qpYNbOtTbpLe1DEraxCIFuvH8unTtk1lYoAjANLsNPpCcUgECDPIqRVyp4/Gos0okYDAOBQB1vhbV5LF4JlUO9lMHVCCeOf8X545K5zXoep6uwhF3Jc4twu7C85z0rxmxvDaXIk52nh8dce3uDgj3Fb8t611aRWE1x5VkGLxyqhfyxgkLjOcE8D059Kicbm1Opy6M211O61i/BWNhAh3MAcFvqewqvrfiRrpo7aBtkEXTZwB64/DjNEkM9zZ2djow84Trmd48EggAsuOuBke3vXP3MX2eaWPadsPMnP6GoUTSU9BJNSia/Et2WVDyqKMhe3T6D9K073WdI8w/YJ5nhC/IJFw5OO/wCNcdPK00rO55P6VJCMRE+prVKxzt3GvnNCnmkf71OQUhFqHpirSdMVVi4q0hoAfjimtwPennP4Uw/MKAEBxWjob41qx7/6VF/6GKzK0NEI/tmx9ftMX/oYoA5SiiiqAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqUfdH0qKn54FAFi3fa5+lQlhQpwrGm96BDt1KJCKbjmjbmgCUTsKlW5xjNVgnvS+XnvQKxc86FxyOaaYwRlWquExQCynrTAvW/Rh6GparWxJ35qwKljQ8NxQxzSCkzk1IzNM75PNMErFxljTCeT9aQdasRsvMRZHGMniqkec4Ap7kmJF7AZqNSUyR6UATbJGHAIpfIc43frUZupMcYHGKja7kJ6mmBP9nUdTUbxqveoDKx703ex70ASU0kUwsc0lAWNXTdSksbW4EDlZX44PbHX0PPY1E+r3kibDLgY6ooU/pVWA48xe5XOfxqEd6AHmTNBem0UALuozmkHSlFIBc8UhFLQOtADM+1WLa7aEGMjch7Ht/n0qA0lAzbtNTNrHL9ldY3dSpcMQwU9Rj39etZwu5II5E3ZZyevIHHX61WzTJchyKVguN6mrzBAgVVxgDvVNACwzVxzmhgVm+9UkYqM8tU8YpAWE5qdBiq6VMvSgCYjIpjjFG40FiaAGe9XdF/5DVh0P+lRf+hrVM1e0ZB/bFgf+nqL/ANDFAH//2Q==", "path": "002903.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002904
Men Tshirts
{ "bytes": 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", "path": "002904.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002905
Men Tshirts
{ "bytes": 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", "path": "002905.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002906
Men Tshirts
{ "bytes": 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", "path": "002906.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002907
Men Tshirts
{ "bytes": 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", "path": "002907.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002908
Men Tshirts
{ "bytes": 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", "path": "002908.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002909
Men Tshirts
{ "bytes": 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AfzNc+pzwKM9u1Cna1ADgSBg/nXVeGPGV1oRW3nUz2WchB1j/AN329q5jrUckwU7VGT69hUzhGSsyozcXdH0VoHiLS9cj/wBDuUeQDPl5w4/CtholY8k/T1r5itJZYbhZYJmjmHR1bBH0Nen/AAw8RXEt7e6ffXMs5KCWIyPuwR1Az7H9K4auG5U5JnZTxHM7M9NnVYoCew7CuA8e+IV06wFvE3+l3C4RR1Re7H+QrpPFHia18O6NJfXPzSPxBD3kbHH4DvXz3qOo3mq6hLe3M7tNI3JzwPQD2A4FLD0eZ8z2Kr1uVcq3HMwALE5NRC7dW+Wmb3YYfn3AoAGa9E88sQXE1vcpcQyNFKpyroSCD65Fd9H8XPFjaSNPfUSCOPtKoPOI9N39evvXnYanBqYG1dXs15K080rzO3V2Yk/jT9Ov5bG8iurdtssbZGD1HcGsdZSpz3qxHIHbsrfoa1VRSVpE2s7o920TWota05Z7cjeTiROhVvStmMXEO3eokXup6j6V4To+sXWiXX2m2k2HgOjfdceleuaH400nWFt4/PEN1Kdv2eQHO72PSvNxGEcXeOx6FHEKStLc6XcJMFUKD3pZMbenQVMPkA3DGe1RzEJuYjI9q5EjoOe1JwpKk4yMk+grx/WLxb7UZZE5iDbYx6gV1/jbxJbytJZWE3mSN8srr91R/dB9a8/diM162CouPvs4MVV5vdRueGfEVz4Z1aLUrUI8igqyP91lPUV7roXxP8Paxp7zTXP2O4iGZLeb73/Af7w/Wvm4ZwOaVWw+5cgg12yhGWrONNrY9o8TfEw6pbzWGkwyQwv8rXDna7DvtA6CvOjPtlZG7+tZ1tqR3jzxv4xuHXFXikV0u+JtxHYdRXp4WNJR5Vuc8+a92dX4e1FVK27nB6oc9a7a3cOuSd3pXkFvMysASQR0PpXd+Htc87ZbzMBOMDGfvj2rx8yy3lvVpLQ9LCYvmtCe52CJGPvflTJVDONo4+lSR/vDgYJFTFNmNwxmvAtqejcoTcqQBXIa9IAsiHpj9a6+5bykLkZXH0xXnWqagl/ds0IbyVyFJH3vU16WXYV1qq7I58VWVOD7mdv8plPcVs6R411fw8VW2kWa13c28vK/h3H4Vz8zbpAo7U2ZSYG9jmvrp0YzXK0eCpNO6PW7f4lwarCsUCiyuTwwlOef9k9Kbdea+ZSxZickk5z/AI15AhxjFbel+J7/AE7CbxPB3il5H4HtXM8HGGsBzbluz0MJFeW5ikGc9CeoPqPemwb4JDDKeezf3qytO8QWF842Obec/wDLOQ4BPsa3sLOgWQY7j2968/G4L2sfM1wuJlRdnsPWMkZBFSIr9Kjh3W6FHYMCflI6iriKhQv5gxXztXDzpv3ke5CtCa91kO0xjHrWTqMD3ciW68K5G4+3etaQmSIFew4qtErYMj9TwprXCUXVqLsZ4msqUH3GsAqqiDAUYA9OMU6NeOlOK8gHt2pwHAAr6Wy2Pnru9yGKdowyMA65Iwe30q1bSAuAj/geoqh1LH1Y/wA6X8TWdShGRpCtKJsXFkLnE0beXKB9/wDoahHmKFEqjf3x0qkly4ZPMLOin7ua1oLyOYbY/wCHllYdB7V5eIwfU9Chi7aELZiUMQPSmRQq160srqWAykeef97FK4Zrp1HRGyAe/cUn2NblSXJz2I4IPqD2rko0dbs6qtfSyJ9+5iBlj9KlSM8F+vYUyGGWBfvCQjozDmhhO5x5gVT1Cr/Wuw5AaUNJ8pyo4pxAI9vSkCBRgU7BoAs21/PbYUMXQfwt/Ste31KC4+XOx/7r8VgYwKaWBGDnjoaAOtzS1z1nqMtuVV23x+/UVuwTJPEHRsg0ASUdqKO1ABSGlqnqV/Bpmm3N9cttgt42lcn0AzQB5h8WPiRJoKNoWkSFNRkQGeYdYVI4A/2iPyr57lmeZ2eRiztyWY5JPqT3q94g1ifXdcvNUuT+9uZWkIz90E8D8BgfhWWWyaAFJ9aTPNIxpKAFJ5pc5FNpc0AOBJGM49aTYAMCgEUuaAADjI7Vr+GdXj0bX7a+myIYyRJj+6Rg1kAgVHjcSB0H60mk1Zji2ndGr4i8QXXiXWHvbj5Yx8sMQPCJ6fX1PeswDgUuB24oNCVlZA227sKQmg0hpiFozTRS5oAfninKxqPPFOBoA0IZ0kKpKeBwD6Vdid7KaG6hl/exsJFx2IPFYgbmtOCQSQD1Xg/StoSv7rJemp9F6ZfDV7OzvkOVmjDj6kc/rXB+PvHMPkzaRpkuTkrcXAOAPVVP8zXNp4ylsPA8Wk2zstyzshcdVjz0B9TXH+WZXzJyB0U9BXPRwtpts6KmIvGyEW6lQ/6sOnqpwanV1mG9ePUGlEYx2pfJGcjIPqK9BJnG2OxjvUYPP1JpW3gY3cUAAdKYDweKkjlaNgyMVI7ioaeM9ad+ojZtr1Z0xMCZV+7gfeq1HPJIADmMKfur94fU/wCFc+pK4PIxWvYX3nSokh+c8K3+Nd1DE/YmZyj1R21n4m1iwu7aO/H7p8DMiYJXIGQfau9DvK/zduK8lvrqa+w1w+4ruIxxhicsfxxXWX3iR7Tw3azROPtdygVPYgYZvzrzcwy/mlH2as2duExNovnexF4015Cp0u2fDZzcOp6D+7/jXnsWszIdk1oGjBIDwnt7g026mku5GiRyYyT5spOS564+nrUiQAAcdBge1erhMMqEFGJx1qrqScmWYJopiZEcH2JwRUzvEEYb13EdNwqp5Sj+EUwwruyEGfWuyzsY2HxqcZp/PpSJkDHang9fSmAgNdLovim5soVtZ33w5wrsMsn+Irm9uaXBAqJwUlqB67BIs1qJ4mEpb+LP3h9akcPswzcZIB6cV554c8QTaZdLA7FrWRgHUngH1HpXf3EgEZPUfw4PUnpXmYnDc8XBjpTdKakhl7f/AGaFIYEMkzDIUcfn6CsSGz1GOc3UN+4mfmWJjuhI7AL2+o5rUjgJJd/mZzlj61ZCcdP/AK1Z0MPCjDlQq1eVWXMxlveZUC4iMT9yvKE+oNWfPiAz5i4+tR4ApCgz0FbaGRHH9zn/ADzTgMilApRxSAay9qVGaJwyHBFPxTX4qWrqw07M0oLhbmQAgK2Pm96u7eePwrnlZgQw4I6Edq3bOY3NqrEjcOGrgr0eXVbHbSqc2jJBuzjNLn0NLjHJ5FGR2Ga5zcjIPf8ASkx7GpNufSkIx2zQAxQSec07btOQKeExThQBAR82cVe0y6EMojPCucEehqsw55qPcdxIHPagDqx0o7VDBKJrdJP7ygmpu1ACHgZryv45a6dP8LQaVE+JNQl+cA8+WnJ/UrXqhFfNvxz1Frnx0lpn5bS0RQPdssf5igDy13yajzz1pW603FADiaBwOtMzQDnrQA7NANHaigBwNLmmA0oNACtzSgY+akPUU4HAoAWk7U0Z9aWgBKKKKAEoFLTTQAuQKdk9qiPWnjrigB6nnmrtm4WTB+6wwapDrU0bYI9uaadgNJIMuWcEMOxqUJgfzp4bequTncAfpQACcGu2OquYS3G4op+BSEelUSMZaaAalC5603HJosMbjNPXA4ph4GaVWGRz1GaAJDyKSFikgYHBHQ00NjGaQUDOmW4D26yeox+NVZ5prgpArsQowW/urnkD6k1BYv5kJiPPO4VdjjCGTa24Z+/6+9etQn7SCuc8lZjY4FRcAY4pxBB6U8dKQ/WumxIzH1pQBTsD1NIRQMbgg0E7RT/TikkH7okduaGIFPt2zT8bunaodwZ0weoFPLYDY/CkhjVbEoIHT09a9A0HUJr+3tU6iH5X+nY/zrzwdq6fwde+Rqqwsf3cwKEH17frWFaN0DWh6EcHGCD6Cm7QKc0eDkcUgriZkNxSYp2KMUgGYoA5p2KULQAnI6imEZzUhyCVPpkVG4+cD8/0FADMEE5FW9On8q5Kt9xuv1qGTAb6DJ+pqBSVcEdjms6kVJWNKcuV3On2gj0pMDPP6UkGZoI3GCGAPWpNuOcYry2rOx6Cd0M28+1L09KcQPWmMPTqKQw/KjPzAevNQmTE34ZpDMrXBycBVx9KALDgcY79aicFcY7U9JPMyT34pr9D9KBGtpExe3aM/wAJyPpWl2rB0dyt2V7MpH49a3u1AwPSvlD4rztP8S9aJ/hkRPyRRX1eelfIXxHn8/4i6+2el46f984H9KAOVNNPSlJ5pD0oAYW5p1MYd6RWzmgCbPFGKb2pRQAtA4ppNKORQAuc04UwcUEkGgB2cGlpgPNOFAC0UZpM0ALTD1pTmmmgBCeaetQ5G73qVaAJutOTrUYIqRT0xQBs2zZtI/YkVJ15qvZHNp9HqfOOtdtPWJhPcUH86UUmfQUZqyR1ROfmyKcTmo2OBigYyRuB/vc0yE5UA9iRSuQyYHWo1b5Q3uallFjrIBUhAqKM1IDkUxFuwfZcKW6ZwfpXQzxC3doVkR1Q7cp0OPSuXhOJK6NnB55+YA/yr0MC9WjKqCnI6Ude1InCmlzXomIm3HakIzSnjqP1ppNIYHANRBiAyZH40M2PrUEjHhvzpNjsNjkAxz0BFSbyxAz2zVBZAHB6iraH35NQncdiwOgq3YTNBdROvBRgR9apKdx/z0qWJvnz69KJLQD2cuJFjdejqG/OjAqppsnm6RZSE8mJf8KuDFea9zESkIp+KCKVwG8dKjY4709jiq0r4PWmAiS752jzkrtP4Gnlh5p9Bx+XWsj7asGozPk/u4lUgd2zkD681ct3dxuf7x5Pp/8AqFUBdzuXJ6s2T9KhYdD69KepypI7/KtNk5OB0XgVDQ0zb0py9ntzwrECrvPofzrL0Zv3cqjsQa026815dVWmz0ab90VzgcjHvVdnIz6etSk4GBk1XnY4zxWZZC7qJAe9Von8y8mJyI1baPc461V1C6SLaTkMxwuO5qxYjeinqx70AacZwM9OeKec7tv5mmohDc8mn4wgHc9aAJNOYLqEQ/2j/Kuj7VzFkcajCe2+un7UABr4q8RXv2/xLqt2TkzXcsmfq5r7G1u6NjoeoXYODBbSS5/3VJr4mYlmyep5NACdeaTJzS0lADWpicD606ToTSJ0oAeDxSg8UlLQAU4dKbThQAU09aWk60AFLSYooAdmgUlLQAUxjgE0uaYwzQA1FzyanUcVEn8qmHtQA4CnrxTBmnUwNWwOYHHoQasHr2qnp7f6xf8AZzVw5NddJ+6YzWotJmkzwaaTWhI4moWNOLVGxGaVxjHfaCaijO5vYdBTbgneo7U+Beai92UWFPSpkOR9KjUZPFTAY+g61ZI6Phx610PzbFORjav8hXOofnB/KuhBzbx+6D/P6V24F++zOrsCsSPxpQTntUaHsacWGa9QxFZjimF6Q5z7UwnFIEgZuaq3EwiQueAvXNSM/BrN1ArJGqF/4ug71lUlZFpCxEMd/YnIq7EpIyaq26546AVoooC9RSprQGKucAD7x/lUqffA9KYvALHqeBTlJUe5q2I9X8Pv5nh6zPopH6mtQVg+DpfN8PKv/PORl/ka3gK82as2ZvcfSGlphIqBEUhHNULiQAHnp3q3cuFXise6dirL600BnR3H2vUpSrAxIwTKnqQORntjpXQwoSo4464H+elc3oVv5TOCysd5OAMAZ7e/1rq4xxtH+TV9CXuLgscZy3TjoPamyhQwQdBU5Ajj45J6H1quVx9ahlI0NHbFw4z/AA5rXfcWPfjvWDpz7L1R68GtxiR7CvOxC987qL90jd+MYxVW4b93nPNTPtPB4NVp/uYyKwZsYeqOSsfyceYuWPbntWvp/EIGOT3rF1rJsyin5mcY/OtfTX3QKexFAGxGcDJ/Oh8op9TQuNmO4pJDuoAgRvLmRgfukH9a67qMjpXIPnJ6dOK6i0k8yzif1QfyoA5H4sap/Zfw41Vhu33CC2XH+2cH9M18mYr3f4+6+vl6b4fj3+ZuF3L/AHSOVUdfXJ/KvDCO3PU0AR44pMVIFOcYoK+vWgCtJ0p4HAolHFKvQUABFA6UppO1AC0UlLQAUUUUAFBpaSgApaSigBDTTTzzTe9ADI+pqdaYkL+U02P3YfYT74zUicHoaAHgUU7IpVGe35imBasH2zAdmGDWhgg4rKiba4bHANbBHJNdFB7ozqLqMxgc1Ew56GpGyaYelbGYw+lRSZ9akJpjc0mUinICCCTnmrMR4qvL1A96sRdKiO5RbjwBUnUgdupqOPsKlPAwOa0IY0HDZrcgbdZxnPQY/X/69YgRmNa9kV+yFQPmDg/gQa6cI7VCJ6olHWnn8KZj8Kd2r1zAYTg5zUbZPenNwaZkmkxohbuDVC6TCHHXI5q+68k9qpXWShA6DmsZ7FIltiavJ830rPtCWArRQdB1qqewSJANx9hSd8k1KIiVwflH609Y0Q9M/WqYrnaeAZ2Md5bsDt+WQH9P612nA6VwXgeYf2pLH2aE8D2IrvCT7V59X4mZy3FPAqNuR14qTtUL9+azEVLo/KKzJRuzWjdHAAFUZcBT71SJZlaSBHdXIAPMx5/CuohPyiuasV23TgkZbnFdJADx0xTYFgjPJ61E4wKn4x1qNl3HgVLQyGGTZOjejV0D428H3rDEA53fpWvEwe3Q98VxYqOzOzDvoK3PXFVZm/L1qdzxmqspzXGdBk36hlJ/u8/jWjpkbxW8cLjDqOR+tQTRb9qgH5mUfrWtc2rQ6rPkqBvyFJPAwMGgZZibcOcfWlcAD61Ej7Ryw59KUyegP5YoFchbrXRaTJu09R3UkVhcZyAoPr1rU0YsXm+bK4H4GgY3XtE0vWNOmXUtPtrvETBTLGGI4J4JGR+FeD23w30rUIsRzT278cqwYdPQ19D6i4TTLpicAQuf0NeZaNCQgPfNc1ebjazOrDQUk7o4S4+C93tzaaxC/oJ4Sv6jP8qxbr4T+KLcEolnKo7pPjP/AH0BXvAbao44x0qrdTqsLDOOKhVpLcp0YtnzTrXh3UtEC/b4Ujy2PlkDfyrMUfLXc/Eq7827ggB53FiK4foMV005OSuzmqRUZWQwnmijvR2qyAoFFKKACilooAKQ0Up6UAJQaKQ0ALR7+lFFAGhaxeZo9woBLFywHXlQP6E0lppmoXrBLWxuZ29Iomb+Qq3pLeVDDJ/00OfzANe7+GLnzLCL5+w70q0nBI0pQ57+R5NYfDDxVfBWkso7RD/FcSAH/vkZNdDB8I1gG6/1XeR1W3iwPzP+Fevo2VPrVC8561xzrS6HVToxvqecyeDtHsbOfyrbfKsbYeVi2Djr7V5+c8lv0r2S9UbZVboQQfyrxuRdrNgHAY/zrtwEm07nPjoqLVhByCM1CTzT91NbAwa9A4UMNNbAFOzTG5qWUQrH5kqrjOWxWjcwxwX1xEigKshwPbioLNM3kC/7Y/nXcaV4e07W7lmummRzwTG+O/0obUKbmxqLk+VHHrgLwAPwp4IHUgfU165ZfDbw6uGkW7l/3p8D9MVtQ+GdD01f9F0u2Vh/E672/M1yvGwS0RvHCyb1Z4tZabe3rf6Nayyj1CkL+Z4rWOjXemQbrraPMbaqqc4716ddfLlVAUdgBgCuU8SZa1h9PMJ5+lXgsXKpiIxtoVXw0YUnLqcsV9abipGFR9DX1B5QxsVESc1MxqFjz60mUMYZHNVJl+RxjjH61c5NRGIu8a92dR+tY1HoNGlqmkjSdSWLb+7lhSVD6ggZH51GrgYx+ld/4k0i3vn0tpg4EZ8n5TjIwD/Ot/R9C0mzVHhsYvMA/wBY43n9c4/CvPqZhGj7rWpvSw8qq5jznT9A1bUhut7N/L/56ONq/ma3YfBYt8PfXG9u6R8Afia9ElI2D26e30rGvec5rycRmtappHRHoUcHTWr1KGj2dtaXJWCJV+QjI6/nW2ayNOb/AE5c91b+Va5rpwM5Tp3kedj4qNTQUdKglPpU3aq8vQ12nGUZm3yYNVJ+c/SrL8H3qtIP1ppgJZ2iveTNgEpb7wfowzWvGFCjgA9s0aJFG2rFXAKm3ZSD3BIqosjxX9zbNtAilKDaOwPFY1MTGnJqRtToSqJcpoqwxwaXPHP60xCDkHn3zVO6A29M/WuWeYwWyOqGXSe7JbjULe2UlpASP4U5NbFqyvp8UqDh13fN71w1yQHPTpXXaM/maHat/sY/Wub606zs0dEsJGjG6dyyzk8dPxqGQEjpxUrR7myKRkIQ80MzKqAG6g3ZI8wfzroPEIjt5obtgcMfLP17f1rBjU/aos9nH867HVLRb7T5oD1K5U+h7Gk9tBq19Tmo5Qy5XOOxPFE0jKDtbFZVtdkoA3Bzgj3q4XDp71yyqSO2FGK6GZfzTMTmaXH++cfpXReBXBsrxc5ImB65/hFc7fL8jCtfwDJzfxZ5Gxv5ilRk3LUdeCVPQ1vGN8LTw9MgJD3BEK/j1/TNcvpkYSJeSCOa0fHcoe+02A9FDyY9TwB/WqlqFEYwecVNd3nYdBWp37klxMFXrWZNKZIWYHPan38wjG89OmKozybLPavcZJrI1PGvGzvLrokY8YIH1HWubNbfia48/V5F7Rs35k1iGvQp/CjzajvNjD1pe1LxSGrIEFKMUCigAopaSgAooooAKD1opKAFo70UCgDXtf8Ajzhx/tH9TXqfgvUy1mi5+6MH6ivLbUZsofx/9Crs/BMuLqSIn5SQwq8RG9K/YvDytVt3PX7a6Djjp3p0/IJx+FYcdwIGPzYHFa0cyzQ7hmvJbPTSsYGpD55PoePwrxuT/WOMY+Y8fjXtd+o3knnBrx7UoWg1O6jOMiRulehlz3Rx49aRZTABzUTjFS4PNRv0r0zzURUmMmlNOQZIqSixZD/iYW47lxXb+Gp9l8Ae9cTZf8hO39dwNdLp0phu43+lbql7TDzQQny1Ez2C1l/dqc5OKsScp9awdNvt8K5POK11mDpXzbPZiZ14oIYVy3iHP2IEDpIPw4rrbofK2RXI68G+xSHtuUn88V05e7YmLIxWtGRyxzTDipD060wnnrX2x88Rtz0FQNw1TtULcmokNDSeeKms1D6naL289M/mKg6ck1Y0v5tYsvedP51jMo9Y1qEvp8jry0LCQfgf8KvabOGt1bOeKe0YlDow+VgVNYWnSvbM9ux5iYr+Rr5zMIaqR34Cd04nVFwY/es67XPT8algnDrjIonUMhrypHpxMiyYDVEXPqP0NbdYNv8ALq0LdCX5re7V7OXP92zx8yX7xBnAqrKeuKnfpUD969A84pS9ahYZcCrLrk1CBmYUDNLRxjUzj/nkf5iq3iCP7JrST4+S5QEn/aHX9MVoaMg+2ytzxEP5/wD1qd4pt/O0R5BkvbuJB7Doa83F6yPRwjskZcVwDyGonbcvHNY0M5TaexrRjmEi5x9ea8qSPXiZd8NpyBXT+GZN2gxjgFXZf1rnL1MsRntmtrwnJu06aPukufwIrSg/eM8Svcubyhj3zTJ8Bckc1YQEd6guOB0BrrPORTTiaM9lYH9a73qM1wJ4G/kc13NrIJLSFwc7kB/SkM8/1m3W11i8SPgZ3gemef55qCC5Gdu7NaHiiNU8QMc/6yFWx9CRWBaENOxPQcA1xT0kz0qTvFM0ro5Q4xz61a8GyrDrs8PaaI4+oP8A+uqkkqgYbofal0E48U2fl9MuD9NppU3aSHVV4MteOd39u2GBn9yx/wDHhVWEsqA9zUvjyYr4isEHOICT+Lf/AFqihbdCvbI5xU1vjYUf4aKepYeI+3esqa5/0FgcAha2L6MFSfX9K5LV2MNtLhsfKRUx1Lex5JqL+bqNxJ3ZzVM1YuDuuZSOhY1XPQ16MdjypfExKb3paKoQClFAoFAC4pDS0GgBtFFFABTTS009aAFzSjmkpV65oA2bPizh/H/0I103hOQJquGOBgc1zdt/x6QD/Z/qa3vDbBdSLNyAma6Ki/cipP8Aeo9IvmHnxIvO/BOPSt22YRwYHbrXNaOrXNwZTz2GfSulEPHccdR2rwnuezuVb9leMlTn2x0ryPxER/b12B/f5/KvV71wUHOCDivItZZpNZu2Y5PmsM135evebOPH/AkUDxUTninknkVE/Ir1jy0MJqSMcZpgFTAYSlYbZJp/zanCD0zit1DtII6isCwOL2Fj/erePGR0r0MHrGSM57neaS++zVwelbdtdchdwrnPD532A+bqvSr9ifNumPO1flr5WvHlqSXme5Sd4pm7cEGI9DmuV1yHNjcYA6Aj8811LMu3BI/GsLVlXyLgZwNrZ/KlhpctaLXdFVVzU2jgR93mm0p56DOOKbuI6ivu+h82MY+lRkHOcVIzc1G3J4qJFIYRnrVrScDWLLt+/T+dVDxVjTzjU7RgcYmQ/qKylsM9tIwW+prCnVY9cuVPR1V66BvvcDvWFqeyLWoGbOJIsfka8PHK9M3wLtVHR3XluB3JxWnuLw5x+VYCN5t+QvKqa2PN2pwue1eGz3EZ07GK4R8YZGBNdBkMM+vSsC+ZXHAxnqDW5HxFGD2QD+VenlreqPLzNfCxrVC1TOagc9a9U8ki25yagUZuDjtVsDC5qtEMzk+1MDW0VsXdx7IB+prR1GIT6bdxEffhcdPY1m6L81zdcdNo/nW0cBcMexrzcR8bPQofCjywO32RG6Y61b08sybmOc1mGU4MAOQWPPtWpBGY4l2mvMnoexB3JrmMPGT6Vf8ACB/0m8j7FFP61lPkg5OGx0rU8HFWvLwkHfsAH50UfiCv/DZ12T6AfU1VuTkdBVpsA1WuOeO9dp5hSfAXFdXoUhl0iLPVcr+tcrMGWMDFdD4Yb/QZVzwsn9KQHLeOZguuxqp+cQgZ+pNZ1lEoiAPGRUviwmbxbOuQQiIB/n8adAoWLPI61x1PiZ6NLSCEkBjUt26EVN4Zw3iyDnojkj8D/jVe7k/dkgnpzU3gged4ndzzsgb+YFTTV5IqrpBieOG3eLoFY4C2y4/76ai0ICAbj+NJ48Ux+Kbd8Z32649sMaLNgVDHk4qK3xlUv4aFul+U+/SuB8US+XbynsBXeXhAQsewzXmPje5K2MhHBJxRTV5BJ2izzjOSSeppp704dKa1eijynuNpKWjNMAopKWgBTSGiigBO1FLSUAIabTjSUAFKopKcDgH1oA2rb/jzgP8Asn+Zrd8PqTLI3sqiuf09t1iQesbkD8QDXWeGIt8sS4+9ISfw4rarK1EdCN6qPRNEthHCv0zW2WHlnnkdKo2KFUUjIOOR7VLcSYVuMHrXhtnrpXZkX8v73G84ByRXk97J517cSZJzIx/WvRdYuTb2lxOMEohwT6/5NeZ5JyT9a9TL4+62cGPlqkMbNRnkVIaaQAK9I85EYHNSOcLSIAaSQ9qQx1s22aM+jD+ddEwxI31/rXNJwy/UV0kh/eN9TXfgtmZ1DptNkMNhFt+8wxXS6Zb7YVOOfXNc1pkJcwqeigE/lXZW6BIweOccV8ximnVk13PboK0EI67V+bDJ7jkVha45SwuDz9zHH5f1revH2RnuOwrldamDWNzkkDAA+uf/AK1LCRvXivMdd2pyOUIGAKb+NDHpRgV9yfOkbVExxUrEY6VEfrWchjScc96dE5jdZB/Cwb8jTTx6UHiJvoah7DPdYn3wxyf30Vv0rnvEcuy9h9fK4/OtfSpPN0axkznNuhz+FYGuP52uCIc+XGBXiY3Smb4JfvSzpUWIwT1NajRfLnP07GoLKMLD/u9KnkcGIjJyK8F6nuoy7tg5TqDuxiuiPp6Yrlgvn6lBFuwd4NdM3JJr1ctWjZ5OZv3khG5NQsM1Kc+tMIIr1DyxjfcxVeAfvmPap3+6aii+VWagC9oD5uLsd/lP5E1tySBY3Y/wqT+lc3oD/wDEwmUn70efyatbW51tfD99N3WFgPxwP615tf4mehQ1SPMrJDLcFz0zxW9GDjB5471lacmyNT3wDWmxIOQcHrXl1HqezTVkVr2QKSQMH24rU8FAvLeSZ4wAKwL+TcDn866nwTH5elSzEHMsp7dcVVBe9cjEu0DqQny5yKpTY8znGatEkgkVVnwW5HSuw80r3XKDvWt4WYhrpP4flP8AOsmbHlcVo+HZ/JvJoW/jjyPqP/10hnI6g3n+KNTkGT++x9MCrQBVDjkdqzbSXz9QvJj/AMtJXc/99Gr7sVXHTB6etcEnqepBWiineP8AKeSDXR/D6yO29v2A+YiFSPQcn+Y/KuTv5ACec16L4MgEHhi0OCDJukP4k4/TFaUFeVzPEu0LHO/EZBHd6XPwCQ6E/wDfJH9az7Fv3aliOelbPxLiDadYTEcJcYz9VP8AhXP6Y6vEMjp3rLEaTNMM70ibUXAgwOCxrx/x5cElIgerV61fOCCpPAGa8W8ay7tSSPPTJp0FeQq7tTOc7DFITRmmk16B5gE0lBNNzQA8GlpmaUGgB1KKbSigANJTqaaAExRRRigBOtOwRSDrS9BQBp6Y2VnT02t/Q/0ru/Ckf+kWuR7/AJ5rz3TpAt2Bn76sv6Z/mK9M8MIVELEc/KB+VTiJfurG+Fjerc9Cj+RBj0qreyjyh0JzU5ZthHpyKyL6X5sZGe4FeVuepFHKeL7kpZRwBsNI/I9hXGgVseJ7uK51FI48/uE2Mx7tnPFYufevfwkOSkjxMVPnqMVh8vFMYHFKfrR1NdBziL0qJz81SdjUWMnNJjQbiMfWupVQ8yrnqR/SuVb09q6u0OZoyf7oP/jorpw8+WM35CcbtI7DRIty+Ye7E10ynEQDYrH8PoPsCn3I/StcuMAYr5ibu2z3YKyKd5JhMYrkdakC2gUE/O+R745P8xXSXrbcgHp3rjNZn8y88v8A55KF/Hr/AF/Su/KaXPXT7HLjp8tK3czmbPenAU0CnV9eeGRuMA81CRUslR4+tQ0NDStOcYhP0pOrYp0n3KTW4z17w0/meGtNPrCorFU/afEF7J1w2wfgaveC5/N8L22T/qdyH8Oaz9E/e3lw+M72Zv1r53MpWVjtwEffbOihBWPOOgxVa6cBTg4NWSSoI6DrWdfSDb2968Ns9lIi0pDLqyuTkRAtnH4AfnXQM3bFZegwgQzzt/y0IUfQf5Fa23nmvfwMOWkvM8DH1Oaq0ugwnmgc04qM9abjFdhxEcg+Q1AxxCfpU8p+Q1WlH7k0AO0In+0/Yow/lVnxlKY/DUwxjzXSP9f/AK1VdCbGqL6FWH6Cjx4//ErtIg3+snz+S/8A1683E7no4XWyMG1QCNTx0xU8pBUkZ45z6VBbMv2dB0+UD8qZPNjJHFeRLc9uK0KF25bOOfQV6VpVr9k0u1hzysYyPc8155pVu2oa9aQYBXfvY+w5r0889q6aEdLnHipaqINgdTxVeRcknP4VOuW6ioZRgHBroOMrSYZAKpm8+wX0U4BIRSWGeo7j8asynYozjNYGrzlY5iD0Q0nsUtytpjAtkcbstj2NX5mYxkk8iqGmDaAT1C4qxdy7Ux3PWvOb1PWSM/yjf6hDaR8PNIEHtnj/AOvXs1tAlvaxQRjCRoEX6AYrzjwPp32zXnvHXMdoPlbsWIwP0ya9OxxXXQVlc4cTK8rHI/EWHzPDBfGfLnRv5j+tcdorE25Jxg/5/wAK9A8aRed4R1FfSMN+TA/0rzbSJMWijGCe3+fpWGKWqOjCO8GibVT+7fscYxXhviKQy67cFv4cAV7RqsmIXPIznrXknieyFvPaTgf8fNuJT9SzD+lGFXvBi37qRzx5puKWk713HnARSYpaTPNABS0lLQAopaQUUAL1ooFKelACbaMUtFACdqbnmnGkAoAms1Z723RerSqB+Jr1/wAOx4Me5e+a8gsIzNfQxjOWcYr2/QYBHEOMgAfhXLipaKJ24OO8jemkCIT0Nc9qM8SI8krhFUFt5BwPTOK1L6fEGQelcR4rvQlv9mXaTLgnrlV7Vz4em51EjrrzVOm2clNI00zyO+9mJJbrk1H1PWgkdvzpB1r6FaKx4N7u44nFIDS4FAxTQmNY8Uw9Kc5yeKY3SpGhp5rrrJA06gf3F/8AZa5FeWA9TXZaQA8kbZ6quPy/+tVc/LSm/IuEeapFHe6P+7tQB0HP+NWp3AA4461DpqBbZR6nIpt6/wAhHXA7V843qe2kZl3KVyzN8g5bPoOa4yaUzTyyH+Jy1bmtT+Xa7N3MpAA74HX9a5/OD1FfUZPQ5afO+p42Pqc0+VdBwxikxR70hNe0eeMf71MY+9OJyaa3WpY0Crxmkk5T61JwFxUEjcAVL2Geh+B5tnhu+OeI3J/8dp+gggJ6kZrH8K3Bj8M6uB2C4+p4rf0hNvPoMV8xmkvfsepl8fiZrSuxQk9v5Vh3cm6QgHJ6Y9a1rqQKnfNZ2nwC71ZM/di+dvevKpRc5qKPQqzUIOTOgsofstlFDjkLz9T1qwG5pTk5JpCOK+ohFRikj5ecnKTbAgHmmZwKcDUbGqJGNznNQT8RGpWYCq1zJmJgBSBDNLkEWo25J4LlfzHFQ+OZSZdPhJ6B3P5gf0qCKUpeW3P/AC0U/rUPi+X7R4mEA+7BEqc+pG4/zrzcbpqelgleViK3G2BAcE4zVW9fGSDirAYpFz1FZl1KSCMbiTjHvXj7s9zZHS+CbImW5vnUkL+6j9PU12mRjqPwqnpNkLDSbW1wMogzju3U1dwB0FehCNkeTVlzSuIMgdahk+9nFWT06c1TnbBGeAKozKlwQX+tc9roAhCqR+8cIc/nW9IckknAHvXPaoRNeQoo6ZYg/pUVHaLZrSV5IdarsgL44JqvqEuAvfPatBYxHbFScZXPPaqmj2n9qeILO1I3J5uX9gvJ/QY/GuFK7PTb5U2ekeFtL/srRIY2XE0n72T/AHj2/AYFbnakAwKdXoJWVjyZO7uUdVt/telXluRnzYWT8wa8j0BNwYt1A6+h717O4yhA64rxvRDnIx0Y1y4pbHZg3uir4g/dWkhX+6W5rzz4gqIZtHtwP9Xp8efxyf616J4kU+Xs/vKRXnPxG+2HxQ/2i2eGFYkjtyV4ZABgg/XP0zRhluVi3ojizSU6krrOASlxRS/gaAEIpcUoxS4FADcUYp+B6ikK0ANpcUY5607HvQAgFGKdRQAw00inGmE45oA3fB9mLrXF3dI1z+de46ZbeVbjjAYelecfC/RjI01/Kp2EhUHrivULpjbwBuhHYdK87ESvM9TDRtBeZg38wQSBmwF5J9Md68w1O/8At2ozTj7hOEyOijpXY+K7xodPcocNO+3Pt3rguMfp9K78BSsudnJjqt3yCdTS5PpSUv416J54oNKDzTd1BNAWGnrUbmnMajNJjQ5OGX6123hdPOtomHOFx+p/pXCE/MOea9S8J6eYbKBSO2WrjxVRxp8q6nXhYXnfsdTCPKiUDuvH1rNupjliDyOnvWhe/uiMHbuFc5qd2baGSfqScIPc151Gk6tRRXU9GpNQi5MwNWuvtF6wB+WL5R9e/wCtUQ1IeeppMY719zRpqnBQXQ+bnJyk2x5fimknNIPrSZ5rRki5I6CggnvRyacOlACNwO1VpWG08VK55xVWY/KeevSspvQpHReGrjOnTWvOZpUJx6LXc2KiKDLdD3rifCFt5kJkPrgV6F5W2zKEdBmvkcwnz1me5hI8tNFDUJsAc89KvaHbmG1edsbpm4/3R0/WsfY19eQwD+JhkjsO9dZsVUVV4AGAPatMuo3lzs5sxrWj7NCluKYz0EGk2Zr2jxREbnmnScjg0mzHekPSgCB/Sqk+ApqzKcZ61QuG4PPFJgikrD+0Idxwu8En0Gaomb+0daurzqk0rMM+meP0xT52OyZxnJBC/UjFS2cIt4BkZYEZx9K8nMJbJHsZdDeRHcHy2Zc54/Sn+GbEX+tx+b/qoP3j+hx0H5/yqrqEmZQVOBtqKz8Uy+Hwba1hhaaZtzSODkDHA4IrioU3OWh34iooQPWcq3OSaMj1z9K8zj8e6zK4VDbc+kJ/xqSTxF4glQs2orE3XCQL/WvQ9jI8j2iPSGcAAY5rJllDNwCefSuSGqaxLGn+n3BJHJG0f0qIm4fma4nb1zIaPZvqHtEdTOxWLoRn1rIhUT3zyf3BtH9aw7hZnnt0t551YtjPmkV0UMYs4tpJLjq3r75rlxFoqx24SPM+Yjv28pCQe2DWx8PLMSX15eFcmNBGp9ycn+Vc7qMm6JjnuB+Neg+B7QW3hyKQj5p3aQn8cD+VYUVeVzpxMrQsdMKXtQKO1dh5wxz8hPtXielXQgmbfGY4oxuaaSREXpk4BOTx6AgVxx/aN8XkY/s3Q/8AvxL/APHa5y1+LGt2c0ssVjpweQ5ziYAcY6CTBwOmQcdsVjVpudjooVVTvc9T1yG9nglvEIKb8WkSQqd2Sihi3mZ25bsnTvT/ABdpralpmnW9zPbkebMXea2kjJZY2YKkZyRnb1LAfyryyT4ua1I0sjabpXnyKy+dsm3LuxkgeZjPyjnGaZc/FjWri3gg+waYkcMjyrhZmJdlZWYlpCeQ7e3SqpQ5dyK1Tn2L48M6bLpF1dm58uaLC7Xtyke8jJ+cOzEBcE4TuKvv8P8ATU1h7F9TnAUswaG3DgooyWJZ12jJAHBPIrjH8cag+niyNpZeVl2bCvly3Un5vTjjHFXT8TNWNxcT/YdNEs67GYJJwuc4Hz103gcrUjVfwTAtlBcC/wBzTNICiIT5e1iuCSBk+uOPrVf/AIQ5QMm++nyY/rWcPiNqot0h+x6ftQuw+R8ks24k/P61FJ4/1SUYa1sfbEbcf+PU06fUGply48LSxcpcK6+uyqo0G4I+WSI+5yKrr421Jf8AlhaH6q3/AMVVdvFd8xJ8i2GeThW/+Kofs2Je0LB0u6D7RGCf9lhUn9h6gOTbccDO4d/xrPHiW9Em8RQA/wC6f8amk8XahIrqY7cB+wVuDjGRzSfJctc1iX+yrotgRZ+jA4/Wg6XeAZ+zviqMfiG7jUBUh4zyQefrzVmLxdfRLgW1ofqrf/FUvcD3yVNNvZXCray5PTK4qU6Fqf8Az5S/pSDx5qg2fuLM7OmUb/4qj/hPNUJyYLM/VX/+Ko9wLz7Dv+Ef1Tr9kIHuw/xpI/DmpTXcdsINskjBRz0zTh8QNVXpa2P/AH7b/wCKpbb4g6pbagL0WtjJKF2jejkD34brUztb3Soc1/e2Pc/D+jQ6HpMFsD/q1wCT1Pc/nTtUl3RMM9q8hk+MniGX71lpf4RSf/F131vqzXug217cMitNBFNIFGAuVBOPbmvMnSmpXZ69KrCS06HJ+L7oSX8NuM5iTJHbnB/lXO1Y1G7a9v5blpM72O3PZegFV89ORXuUYckFE8arPnm5B26U2l70mMVoZhQ3FHFMZvegBDTGpSc9Kjfp1qWUiWwt3vNSt7dBlnkCivdNPshZWqqOXC9SOK89+HmhvNO+pumFHyRBh78kfyr0+RvLQqOua8nFTUpWR6eGp2jcydTm8wKoPINcXrd0JrhYFb5Y+SP9o/8A1uPzrp72bYZnwTsBJxzXFSyNJI8kkbbnOTz+Nenk1BOTqPoc+YVbJRREMUEU4FCejU4mMDo35V9KeSRbaUAVISno3SmFlz0f8qQCfhTGYCnEjPCsf+A0xiB1U/icUmBGxyTxVWYnOO/ap5JcdU/GrOgaa+t61HGqkRxnfIR2HoK5cRVVODkzWlBzkkjvfB+lm10uN5F/esM4PStq+lMKNg/eGPpVuCFbSBVUAY6LmsjUpc4x3avjaknObZ9BCPLGxY8P22TNckDj5F49eTW6QcDoa84/4SXULS4a3tpYkgRsAGIMc5561oReKdQeIsZYjhXI/dDsa93DctOmos8DE3qVHI7XJ9qCTXAv4v1RY8iWDdjOPKHpUE3jPXBIRD9jIBwd8J/xroVSJz+zZ6Gc/wCTTGxjr+tcIvjHWlVS/wDZ5ycHCtx+tT/8JZqWADHafgG/xo9pEPZyOrlwf4hWXfMI48ZyT6Viy+KtS2/KlsD7o3+NZUmu6vf3CRItoSxx8qH5ffkmpnWgldlRoybsjbUNNOiL0B3N9avOQsJA/Go4o/LgVhw+PmPvUMk4J2t1HPFeDiKvtJtn0eGo+zppGXdTBElkI4QZrm7SWW4u5JiNzkYXPbNbV+4a0bcAQ+Q3+fwrGWVVQiNCmRyfvcf4V14OFo37nDjp+8kSxGVpdkLlE6EiulsLbNswJLnHVjXOWeD8yP7D0rrrPK2hIxyMDFdp5zHW2FiKnPFRvc/Phcsw4x2pk0vlIVAJdqtaRa7/AN7IOnQVhVqKCuzehSdSVi7YWe1vPdQWxx7VdumUwgd6AxHygdDzVa5PyfSvJnNyd2e5SgoKyKEdvLqN5DYw482WQKp9Bnqf517NY2qWNjBax/diQIPfArznwTFG/idXYcpC7L+g/qa9PFdFBaXOLFzbnYUUdqKO1bnKfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFe1wWcd14I05WB2m2t8qGwT8nJHr2ooqH8cTWDtCRgvpEAmK75EUc9jgU6XQbdMgXcgPlqw3RgDpRRXpPc89SdjPj0uSSNpAw8sNtBK9alOjSZUCaJnY4CgHOPXjpRRSRV2WLfwnf3XmFZIEVDgMzH5vpU6+B9RbP763/8eoopMXMyzF4BnYnzb5FGOixk/wAzSHwLC14tus8soIG5iAoHr2P86KKyqtqLsaUtZK56bYWKWemxW8CbUiQKMegqvPMQwQ5bvRRXjT3Pehsc7qO65tHRWKtJ3BwevQfgP1rmbmyltxuEj4/2lBoor2sDOUKWh4mO/jMIrUPFJI8p/dqCcJnvUE6ulxHFCyyl8dsY/wA4ooruWIqdzkQgWZnKExhs471cXSruaFHiljyxxh1PH5UUUPEVLbg9yxD4fnYH7TcKuOmxM/zqdfDcZHNxMfooH9KKKzdep3GQyeGY5XCJPKd3QDHJ/Kux8KeH49Etz95p5DmRyc0UV5uOrTcdWejgoq7Ne+/dguMcDtXOX9yViEjAkKpaiivOpfGj0qnwM4aS4YzeYRyxyaspfIixgMcPGw+gzRRXvPofPozTeyztKzKDCgC8f40to32q5G5gS5PGSBRRU9R9DZ+xfuWG1flHTJqUAiMDYM467qKKbJRH5U0zCNF5boa6HTdOjtIc9XySTjk0UVw4qTPTwUFcvtMyRkdqybhiH3KDg9qKK4Fuen0OK1XUb37cYoo0e3XjHckVOkV594qqI3bqfxNFFezQS5D5+tJuo7m9bW8UkYDLtcDHA61rWtq0CkliQOgoorVmCHIjySZ253HHPaugjiMEYY8DFFFedi90etgErMS2PmiR1ORnrUN0pKnHFFFcLPQW5q+BIyviCbPOLdsfmK9Loorso/CeZif4gtFFFamB/9k=", "path": "002909.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002910
Men Tshirts
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", "path": "002910.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002911
Men Tshirts
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", "path": "002911.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002912
Men Tshirts
{ "bytes": 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", "path": "002912.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002913
Men Tshirts
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kg+u6n7MrmPG5vBmuQgk6fLj2Gaoy6DqMB+ewuuO+3ivcRM4P+tOP96rCTuwwzAjtkClyBzHz5JZToTvjkT2ZDUfklOxzX0b5UEi/OIGJ/vIDVNtK0+UnfY2z59FAo5A5j5+AOOg/GlAOBjP4GveJvDOgsP32lxH6HFUZPBPhiT/lxZCfRqOQVzxXByc5pVJz3A9TXrk3w70GbIilli9s5qlJ8MLZwRb6mwPo1LkA8yBP/wCug5x1/Ku+m+GF8pxFqFux9DVCf4b69GCY4YpR/sP1p8gHIgMn7xThhyOa9P8ACXiBNa05LeVh9sh4OT1HauKufB+vQcPp8gx6c1VsrXWNKvUuktJ0eNvm+X7wrOVMuMj2KblQSOegqocjNR6RqUWtaUboMY2jO1o2XBzUkx8o4xwOtcs4WOmMyNueuQKq7sSEHp71owaffXzKLa2ds9G7Vvad4OEcxk1GVXxz5adPxpRpOQnVSOWisp7mQGGORsDpjAP41p6folzLdJJeRFEQ5AzXdLAiPGEQLGnGwDAxRLbAhiVBB7V0ww6W5jOvfY5DW7G7YpNbsVVeGANZYJJBYlmIxXcSWxHykDb6VhajohUm4g691FEqdthRncyVI7/lRlSQKbt+bL8YOCvehMlj0xWfKzojqTYFIQCKbupQaaRSGkY6U0k040mKVhiAmgk+tLijbSAbmp4sbc1FtFTJwuKAJ4x8vWpiPlAzjLDBqGP0qyi9M9MipW5mzzz4mho9Q08tgt5bDj61xu3a24HJxivYPEvh2HXdClQDbqEOXib+8B2rxp1mjBjnieKRThlIwQa64vQ557lzT9YvNInSe2O5c4aMnhh9K9G0jUbTXrMz2/Eo/wBZGPvJ/wDWrynHyoSCuDirWnajPpV0Lq0kZSG/eIOjihxKhNpnqbgg9AMelZdzaPdXKIj4KncT0yK07W/i1bTEvYQMMBuA6g0sMYhMjsPmbgZ9KxbO2MtCnPIA4ReijFNEmGFSyRknIHNCQtwSO9NbDcrlmAAjcanj/wBceO1QlgFCipoAPMHPWpluQW4WwRWxbykDmsYjY+QeKsxTn1q1sKx0UUm9MGq2oQgJ5ucbB1B6VXguMgc81dwt1FJDL9yQFW9eR1oTMqkTJ8xZApDozBc8dzXG+PNTgNsNMAInyJQB0rgNdjv9A8QXuni8uA0UjNGPMP3T0piXVzdBHu5y0+RgtycelaPY5lGzO3mJ3Wq9wi1diXNqn1NUph/pNtnnCjJ/CtCP/j2j/E15lZe8ehS2MmX5rm29S+TVotmZieuKhK/6bbD/AHj+VScmZj7ZrN7GhZhH7pM+orTV9sXXq2KzIidsY+laBA2/Q5qY/ERMI08xckqOeCaSfT7SQbpQkwPc9RToo1MTE9evWneXkLjPTpXrU9kebN6sypPD2nyybwGX2HSmjwvYMdvzbe2fWtvY20DHFPRQ52heVrYgUWeqs6xvcfunXDVR/wCEYwvyXsqEknGa7f7NCdxWQHapOM4qnHYzuMrA5XPB9adh6HJf2HdpwmpSjHqaadO1qNv3d6WHua6qa1khb95Ey+9QhQBuHAo1DQ54x+IYufNjf2NNN3r8X3reJ66MhenU0gCk/d/WizA5v+2NXi5k00N/u1IviS7X7+lOBXURwBsbVyxPer8WiXMybkWNvahXA5CPxbCjYl0+Qe4FSHxbprMNySxj3Wuku9Fa3OZbdcn/AGazH062YkG3T8RTuBQHijSZCFFwR/vCpRrmnMTi7T2zTn0Sxc/NbR/gKp3nh3TGh3fZwDu7UAasd1bPgi5i+bp8wqZZQGzGUI9Qc1gyeFtPmK7UaPA7Goj4UAb9xfXCY9DQFzqN/mjOct6gUbnGASfr0rm4tC1WFsw6rJ06MaswaT4tkkHkTxuv956Aubm91H32FIXMpVSocjsFzmr2meHblF36tdh2/uoK3YoLe0GIY1A9cc0mFzmo9EnnPyWyWyNySF5JrRs/DVlbkSzKZpjyS3Sthzu6Fs+5pFY9D2qHFMpTaGsuyMCPCKOiqMU0Nwc1K3IpoXNUtBN3G9RgCpApPWgDBp1O4hkkKMvPWqjxKh3AfgatEnJoCqeCKQ7nM6lpC3IaWHCydSPWubeOS3YxyAq1ehTRAHpWXfWMVydsic+oqOW5pGbOSJGPf2oDGrV3pFxasWj+aPPTvVBmKEAqQfeolE3UyXeB1pwqtnLYqdXGOoz9aixaH0Uc0nfFLlGLUqdKhJx+NTIOBT5QuTx1YC5289DVePk9asqMd6nlIbJHdjazKDtY9COvFVbnQtP8U6Er3FtGtww2vKg+YkcA1aGArN2VTmrvhaN109jjAZjtz9a0jcxqHjmr+BNT0pyHVmiB/dsB1Fc1dWc0EhJUjI719R3Fpb3UOyRCwx8wauG8RfDdb0M9k6+YRkI1anMm7nmHgvWG0+/NrcHFtc8A54Br0Oe2kQojYJxwPWuA1XwP4g0mX5tOkdVO5WiGcGuo8M6vLeRrZapGYbyL7pY4JFZyidcJs0tntyDg08xkLmrTRYY5UqSeQajkU7QQOKVrG6kZzg7/AGq5bnkHsKayDNTwJjiixeg85Yk05DtU5pDxUbDOeakRoW8vAArWg38MDXPQttPHJrTtLp14YY+tUjOZxHxX0YQXlrr8SAxugS4IHTB71xb2hjazu4EAtLg7YyzAs3vjtXuepRWmqaJd2d7tFs67mZv4TXgV1p0cdjctY3DytaSnbzzt9h2qr6HNPRnVS6pbx6kkMpxlRsOcgnHSthCRZIWyMDIHtXl1ndRPdR3UvJQbimerDvXf6TrDalaSieMJOi8gdx2rkrUtLnTRnoKkudRhHdVY1YZgrS+yiqsADX4bH/LI1Jn5JsnqMCuV6G61RfhyRFx1xWg+FByQT6Vnwj/UL3BAq/IoU5I5qYfEE9hIlcMMwvtPfNWd6xvtKFQO9QpP+6JaTpUSylm5OQfWvZgvdR5ctzRSSOQ/JIOPWpF2KSQRz71nxpgcKM0uw5yQKokt2Xi+6uyif2YgdzjJ7cZrlW+Inimyu544pIGRJCAhXoBWlY5in3YONxOQKztC8Gah4n1i6Q7oYNxYysv3ue1dMo8q1M76ksvxW19k2XFjaSKB3+XNaNp4n1m7043sWhRPEvJ2yjP5Vh+J/Bl54TbfO4mticrKF6H0rlTe5iISWQITng4xQknqDbPQW8dzJGJ7nw9PFF/EwbNRJ8SdDZ8Pa3ic9lrg31F5IBE1y+z09aRZYmDHPT3p8qGmemW/xD8NuQfOvI2z/wA8813WleJdONijlbxY253mLqK8AW6xtSPaD13ehr1Tw/8AE+1ttIjtL2EGeJduR0NS4aaDcrHRan4t0G7fZFq0K7eCrsQazftlhLlodQtZDnoJOSfpXnGqavbX2o3EiWlt++fOSnOKzLn7Mb20mtoVhaO4TcUOAeaTp2VyY1LnruDnHIxTZl3Wxbgc1ckV5JgUjzuAxj6U/wDswtEPtEiqPQd6yNCjGquvJHTtU9tZzzybI4uPVq17LT7dQoSPeR/Ea1QmBgKB9KLgUbbRoIGDzHdIO2eK0BgKBGAoHpSYwQcYNL+NFwBhuHPP1pgXjBp9GKQDdoxRt96dRQAbeOtIBilooATijPalxSUDDFNb7wp2frRjPrQIYQrH5jimSwqx+UAipCP9nNNCenT0oTHcz2hQbgBlvfpVK40+KdNsyZ/3Riui2IV5HNQyW6HpQ9R8zOQk8OwAkxyMvsTVGXRrmM/uzE49RXaPanBzVSW2Y8AUuVFxqM5JLa4U/PE317VI0TBSPKIPrW66vFxTFkJPQHHtS5CvaMwBGR94H8ql2EjgE/hW75gI5RfyoBwM4FHIVz6GPEkgbiJvxq7HDK3/ACz5q8r55xUysMUchm5lFLCWUYcbVbrWtahbZUSMYjHY+tMCk9Kmjt2Y80KNiXJl+Nw/YVK/DA9aihj2+tTn5qpiuNyRgkNgenNZd5oemalIHuLWJZV5EkYw9arKAO9NC5qbAmzm7/w6UjD2hcpjOH5Nc26Op2P8pB6GvSOAeap3+i2t/wDK0YR/7y96TNVM8/Yc+/rU6YU8d62ZPCl3Fu8oiRB0rJuoJbWTbKhQ/SoNozuMccZzUO4AHd0qKeYpkk4/Gse+1byk2hwD2JqDVM13vFhOcis258T29rnzH3MvO0d64/UfFUcLHq0o4GOgrlm1OW8uS8rZ3fpVxM6jOt1nxxeX8M1vESsL9QOK477TPG24EjHVR/EPf1pGbZJls0kgLDcOc+9PY5XJsligR75Anyx3AwpP8Jro9PuWg1S3RnPnkeUynpxwK5q1gkuFe3jO1wd6HPpW9pxm1SSKaONRcRlVlY+xonZxKp3R1qKF1IqOAsdMbGJBikhBbUZQTk+WORQxJdl968yruehB2jqaluP3iZ7EVenPHBqjGf3mPcVbdgoy1RTV2Ko7IRBHncyEqOuKkby3IMYwPSqzStIQYOcfw+tQh7tSWNuuc+tezH4UeXLc1siPBJ/WjzVbp/OsuS8mOA1tJ/wHmlSadRny5UB/vKOKoR0UPhu+iYCS2lCuvQdsV3Gi3FrDoyklImj+VxnGPqK3CeGOeorwH4h381h4mvYLad0jcgsgbg8VfO56MynudH8SvFlhqGm/YbaRZH3ckc4rxaVcDAb2q893uClznviqLje7HrzV3tohwWhEy8KoXFLhVBUNyadI4AGBntmoGH70YbLegouXYmXKjGSeatIrMfl4Pc1VXB5DZA6+1dP4W8Lah4nuUFoNlv8AxysMAD6+tCnbUnlvoZkME13MIrdHllxjai5rt9F+Hd3cRwz6vcCCJWDrF/Ecetd/pHh208PQeRp8KtNjDzMvJP1rUWwYv5srfMazqVnLQIU1Eii3MR5QCKF2g+tAgjSUb2LMOQDVsKsPBwQe3pUbqDIDgZqVqaBI8+fMiypX+GrNreJcHa42ydwajUnOR1qKaJX+ZTtcHORTsI1WU9D26H1qIghqZZ3JmVY5fvjoaslDuxRYCKlpSMHrSUgCm7qdTSM0AKGFGQelIAB3oFAC80UUUAFKKSigBaDjvSZoPNACbs0h4+7RtFIooAeAxGcU07Sp3pTuT9KOemaENFK4tYZFODg1lS2jxMcMCK6BlGeeapzwiQ9MfSncdzHAI60pAPWrE0BXtVdyVB4oDUUAVMq5PFVfNxjNWYXVyDmmK5qQQjYCRVtFA7VDbkFetWhgjipHYQYzThxQFoPBFAWGvIc4FAOfanYzSYGaTCwZI4PQ0qsQMDpTCfakBNILkysVztNZer2MGpWknmN5ToMhyK0c8UyaESxvB0WRSBnpmjQalY8F8R+Ihp91LBbkTzKduTwDXE32o3N8kjSyZI6oh4FdL438O3un6nMzr8ocnNcjBtgkO7GHU5PrRZGvMyF0FxbKyDaF7VQBZXJ6Yq+s7EtHjC54qtOsss3lRxZY9AopPQV7k5JmgGAMk06KGVykCqS7fjWtp/hLVruJSqbQeu6vQ/D3hG00uNZJFEtyRySM4qbXDkOObwnqVhotxqyshaNeFA5ApfDNjPFF9pcny2XP1NestCsttNCy5V1wy47Vx1xH5MBiUBVjOAoFc1WTOmnBFW1IW8nYHnaoxQHXzUA7vzTbbmS5bvkD9KRF/wBIjAPQ5rmkjodrGtCc3Sr3Oc1alUSJgdWxVOE4uUYdSvNWbhtkZJONuDxUUvjMq3wi2qfZ3kUgbl6GmyKZJSRwT3p8MyTlmHc0TOFIG2vYjseY9xqu6N8xLdqsqdw+Y59qgGXIwvFPZWQZAqhHS/8ACbXV1JlSFTcF4rzD4kTtL4pun3g7gp4qXSr9ywRm+UPn9awfFUu7xHck5IIHU+1dKiuVMxveRk7yFBzTmdiMDHSqRYlevGaRpWzxms2bI09OsUvtUtLOZysMs4R2HvXa+M/A8kWqx6fo2jOlvBF5kl3k4f615uJJAykMyspDhh1Brprr4ieJLrSF0+W9PkeVhifvEelICv4b0N/EHiSDTBhEDZkYdgK+iNNSw0y1TT7RFit4xgBOCx7k15n8K9DNvpE+tXEeJZxtix1xXeu29EGNu3uKmWwzWee4UZVAo7VnzXNxuJYmlg1R0KxSjOOlX2ME6A7eSOtZ2AoQl5JQWOV+tXiw3ADoKrhPJyEAOaQPhuTVxQFxXAJFBQFGPPT1qBST05p4kALAmmwI4HYbgvUcitS1u1uE2uf3q1jRShbvrxnpU90Gt5VnjyFPUUgNdgaQjFR204uIAc81K/SkwG/Q0lFJ+NAC0UgNLQAUUUUAFFFA5p3AKKKKQBj2FIop1IKAFozzRSqBmgBjimkDHSpiuaaRx0oGmVWiDdutU7m1GOlaoHtUc0alaCjm5UCnGMUQna3PHNaNzArc46VnkDfiqJsasEvyjmtCGQHHSsGNto4NXIbjBFIaNkHoKUqc5qtDcButWUYE8mkMKQilb2oLccnikAwrzRt+lOUgk07g0E2IS2OMVIDuA7UMpzQOAKQWOP8AHmii/wBEmlii3yIDn1NfON2jrMIDGzEEjAHIr64nw+UYAq3BBHBrA1XwnpKWMs9tYQLOfm8wLzUSuXB6nzrp3hbUtQ/eXA8qLoCepFdvofhq00zEgjMrer9q6NoMbWO0nuBQseCPSoTZ0RiiaFVBDLwfSrceQwwo571Ao7CrCfeB7UXdy2i5bJmYDjk1yPiCE219OmOHbIrs7XI2lRkisLxrZkxwXsfckNWdZX1Lhochbceex7uKWJgL6MYzzTLU5hnwckv1oj5n6/MB1rlZdzWtxm6PHCqBmn3qu0BSBC0n16j0ptswyzdDwPxq0h3TE9/UGppL3ya3wjNOgkeHfJB5B6BCeTTrkQRTcMSwHIqWNd0u7cxwOuelQSqyMHPzE9c1662PMe4tth8Yk289CK0RCAMmZDj1qikfmOoGBntTmgnV28iQLtHKN/FTEcFaybWfHBDf1rL8RyB9cc56opq0JQLl04HzNmqGukNq6E4GYhWsZe6Ty6mduxkHpTDkv8pqNydxx0zSNkEEd6Vy7Fjjo9XND059b8QWunxA7XcBv92smRzt/lXqvwV0gSXV5q0y5CfJGfepkwPUUsoLCzis4Bsit0C4Heq//LTB6dRVq5zvOT/9eqknB3e1RcCWWMSRblGGXvUmnzM6kHoOKZC+4Ak8d6miRYlO09TmqQEpY7uaZwRmms+Xp23MRNWBLav+8K9RUzqFfkVUsX23OD0NaV0oxmpAyJmxcsRWsmLyz2d8VkznMxz1xWhpsmEpAQW87W10YieBW2rq69KxtWh2ypNH90jBq3plwGTa3WgDQwNtRsMVKPpQVzSAgH3qd3NKVwaTigAopcCkxQAoAzyab0NOprDNIBRzRSIMClxTAU9KQUtFABSr1NJRQA8daQjJpFO05pHbFA0IeKafmNMeUimG4+lBQTRgxmsSZNklbL3ClSOKy7oqzZFUBHGwAqTnqKrKcGp0figCxFKyY5rRhuQxAIrFducinwTssntSA6AkkZApRylQW84dAD1qwqUgBKcBSqecUucdaQC0xs44NPXDfSopTg7R1pgRLy5z8wp+SQyNgq4IxSFfLQHuaI853Y6VLFHc4HUbU297JH/CTkVVVeK6HxRbeXeRyr911rngeTWbOuGqFT7+KvwR7hzVFf8AXCtW2HHSgotW8e3ApuqWS3+kz2xHLISh9xU8HDZqfJAyB93p/WpkroZ4/bqUjmQ9nx+VNQgXR+lb/inS/wCzNXl8r/UT/vF+vesFVw7P6CuJxs9TSJo28o8wpjq1adoiuzknGKyrUHKvg89xU1xqCWUCl2UF343vtqKXxmdbY14IwFyv3Odw75qCQE54+XPFU4/EtqsQDqhb2nBH8qP7bt25VOvpKDXro897mrHEjFdvWkkVS2zkEdTVCHW44Wx5UhHfawY0+bWrWWRSsdwmP+mdMLHn6WttHOzNMRIzElT2qjrsSNOrRnd8uM1JNuS+mIPQ1BeyHajnnPHNVDWKKmtTHyVXDDFIIncBlGRVp5BuOUBpodjgKPwFBJXe2kC/MAcfd96+i/AemroPg+ztHG2aZPOYfWvD/C+nzax4n0+zAyBLuYHuo619DkqszIMYAwPYdqmQEk6F9pxyaryLlSMVKl2PlVjyKeApJJ5zUXApW2SSuKuomAarRqVnPFXG+VOK1iBAfvZqyP8AVVVYjrVwKfK/CqApIxScHpW1/rLceprCk5kx6Vs2cm+3WpAyrpSLnGeas2bbSagviRd9OKdCfTvSA1XVbiwZCeRyKyrSbyZgp9etSQXe2YozYHSqVwBHdOQeAcigDrUkDKDT+1ZunzeZHjPStAHgUADDI6VFj1FS5prUgGUUUUAFFFFACYpT0oooAKKKKACiiigANRSE85p5PFV7u4gt4y8kiqo6s52igZXmk44qk9wccVl3/ivTYZWjiaadx2jjJH50lhq1vqUnlBHim67JFxmgo0ftJ70jSBh0qJ8Z+Ug84zTMnFNEseDzTkY7qiBK809GOPegRIzChSO1MIyaTGDQBqWcwU8mtIXinC1zyORUiTMJBzQNHSIQWyKcc4NQWrlowfarHNIoRSQtMXmQk0juc4FNkcJGPVuKQDTm4kx0UVZACoQe4xTYk8tPekdz0qQMnxFb+ZpeQMlTnPtXEEdxXo+oL5mmTLjJK8V52w25BHQ1LNYMRf8AWg1qWzfWstDl60LdsVCNTThIzU4btnrVOFverGOMimwM3xRpzano52qfMhGVI6gelebwBt0gfrt24969gjP3lJ+Vhg59K8y1+wbS9cmUDEM3zoa5q0bI2gxluBtXnpWR4mORbZwR8x5Ga04Ym8t+Tx0rM8UKQ9qgwT5ZPBrGiveM6xz3lhhwBn6U4cD0NPiGCc0wkZPavTT0OMXcc8ls+xxTZbjyUJLNx/tH/GlBGetZOpzkOUoA1b5PLvpgehOaz7l90aD0rVv/APj/AJSe4J4rIuyQi46VVB3iFTcqyZySCKiCls7WIb1qRic9ajYlVb6GrZCPR/hHp2bu+1VxkRjZEx9T1r01H/fnpzXOeALBdO8HWmes48w8da3JW2zAjp7ipkBJdoyJ5gNSWd2G+Rj0HB9amTE8BjxnjnNYk6NBKqjOQ2OKgDom27lIIOfSpZcCOs3S5jcA9fkODmr90eMDpW0QKzdRWmhBgH0rKcgD6Vp25BhX6UXAzZSBMc9+laGmv/B6Vn3A/f8AFT2TmOfngGkA7U123APrTbfO9fepdXBMsRH8VV4X2Opz0bFICKYBL1getNkfe5Jp+pgJeq/TcvSo8EjIFAGlpc3OM1uhxwPauZsHMcmDwK6CJ9wFAFnOaRgT0pFIIpxxRYCIjFFOIzTOlIBaM0hOKQHNADs0hOKM4pJBnpQAoOaWmqfalz7UALSdWAAzmjPsaDnO4HaAOSRSGirqF4tjYS3RxuQHYD0LdhWdpnhA6qgvtbnlnaRt6wE4RR9KZrMiz31rbEFoYVFxKAOODwDXZW0+beN5F8vIyQ3GKVyrDLXR7G0iEcFrCijtsBrF8T+H/wC0LHzbfbHdwHcjKMZHpXRfbLYttE8Rb03CqOpSPblLtGyicMv170XA4awuDe2w3LtmjO2VP7p9amxx71Jr9smkaxFq0IItbvCTqBwCe9WZLZTgggg8gjvTi7kFEjPShQRUskRQn0qMGrYC0UUUgClXhxSUDrmmB0ensDGBV5gNtZNg524q80mAKkpMBw3NRx4e5Kt0HIqQlfLLU22GFLt1pDJixyajPXHrRuz0p0YLPk9qkBW+cKmOuQa87vVMd3OhGCHNehBytyvBIrifECeXqsnHJGamRpAzFGDVuLIqqvWp4yazNjSgIwKtg/LgVnwNwKuJzRcCwACCp78VheL9NN5pQmjTdJB0PtW6CNp460qqvlMjnKspBBpTXMioyaPMEY+QpzwQM1zXi+8e21G3VVBAhB59667U7I2V7JbMNq7tw+lcL41JbXGUH5VhUDNc1ODUhVHcyxqZPJiBOKUangf6n8qzeR/LmjeRXbc5rGn/AGoCwDQnFQTfY7iXc8cmT6NVMsT2oDEHOKdwsdRqQxfYHeLNYlycoB6Vt6qStyp9Y6xbkfJ9cVdD4SaujKrDmo2QyusaZ3MQB+dSMTnBq5oUIuvEWn27cBp1H4ZrQzR71YxfZtPtbMjBggTp7ipZBuy2OBUVxII7wEElfuflVpMSQ7APmbpUyGRQzlSB2qa6txcRh0A3r81Z02+KTDDBFX7G5DHBNQgJdJUiN3I2k9qs3NOt0G1jTbgVsgKj8rWpZfOigdhWe3p61b09sMRmkBXuuLjGO9MJKtuB6VPqSFGV6rl8flQBe1JTNYpIOCnNZsRJK8jJ5rUg/wBIsXix2rGX5HwTypxSAs6nh7BJv4weTVW2lLRgE1YkPmWssXtWPbylJwjdqANeGQiWt61kyRxxWAp/ej6Vq2k+EX1oA2Y+makqKI5QGpe1ACgA0wqM9RThUJ+9QA51FMxTj1opAH4UUUUABpKU80hoAPxpp2plmwQAc5PAHrS81h+LL6ay0K4+zQmeaRdojXgmk0M4S58UX2rXl/BoVu0s88mya7f/AFUSr0FcLr+vzfa3j1HxHeTyjh47VtqD6GtyewvHsRbanq9rodqcssMJ+d89ziuUuPDPh8XS41ue4XPzBIiSaktK50+ieH9B1OwjvF8az20r9IXkO4Gult9H1zS4HbR/GtrfoRzDduOfYZrMsLnwFYaYtvqOhzyCMcTMu0mqqn4Y6nOkcIu7Nz0YOePwobBo9M0G4vNf8H31hqMHlXcaMOCCrHqCKs+HLg6jocErgB4wYnHoV4rlPB+iWeleIrafSfE5urWRyktvO3OO2M11OmKdL8S6pp+MQSETxAe/X9acRNWLc8G3txVBowM4610DRb9wY/T3rHuYjHJjtWjJKefzoqyYVI4PNQFCvWkIaKcozQKTODQBo2sm1c1aM+cVnRv+7FSwsS2O2aLDNKVvkCqPvVLkgBfaoYv3kijstWu9FguMyAMVLBkAmq7d6tRkCHmpsUNKgKX75rkvFcey9jk9VrqTIGbaDWF4sjzaQzEdTioki4nKJ1qwnFQDAPrUy/eAFYmxYibB96vxNkZrPT79W1PSmBdDZApwAYkZ/OoQeBT1PB680ajIrvRtO1h1e/8ANV1GFK8fnXnPj34b6mlzLqunj7ZZBFyq/eUV6hseWOVUjLELx9a0NDhuY4nOoFUR15T0FOMNbmdRnyW3ysUBJwT1pr5xWz4ighj8T6qtqFMIuG249M1mCOQj7lUyEQpkilPANOEcisdy4FNZWx0oA6bVSPOjIOTsrIuA3l89K19VyDG2BnkVlyAlMdf6VWHl7pNdalM4DoWHGK3fA0SXPjTTvlztLOfwrHkRgeQMYrqPhwit4uzj/V27EVsZ9D1K8XDhj3YmrNvJ8gYHpTLpS8HI6elQWrHy8dqlgX7iFblNw+/WcpeCYKQQc1o20qhtucmlurXeRKB3qUgNSzG6JcdMUl2mBmn2rHyFA6ilu1YocitEwM6prZtswqsG4OenrT0OJFNOwGhqKeZGG9Ky0+fjPatpl82yf6VioqpIBzSAu6fIY2KnpVXUoDb3fA+V/mqaMhJVPvk1bu1FzZMyjLqeKQGSjhgfXHNYeouba434wp5rWUkOQq4I65qDWrP7Vp0gjx5uzK4oAtwyCRIXBB3KKtxvtcDOKxdBmE+kWTg8gbX+orVPQN7mgDorOYMqgmroK561zttOUIwa14ZgRknmgC4cc1AetODhiOaa3BoADS0UUgE5pCeKWjH5UAKPuVEQc1KPu4zSY55oAM/dY8YOK43WLS71fUHhF41rFC2Pcj1FdkACSO1UNSsfPRXhYRzx8hgOo9DSA5SfwPpP2i3tNjyyyxl/Pl+Yj39q8e8Vx6h4Q8RzQeQmwkmKTbwRXvmnuhvhcyuVLLsVDz+FQeMfC+meIdIuhewgSwwkow6qfrUtGkdD5lv/ABLqF9GUkmwp6gVqeB7X7XqhmdWYR4I4rMuPDGqRyKWspdsnIIHSvZvhx4atbGwZ7h0RyoO5sZJ9h61nJ9h3MDWITo5kv7e38oyMpDDgqwPQV6lr1xNBo2i+JPLJMaIt0o6+W3U/nisbxitv4g1/SfDunxLt8xZrttvQCvTDpls+m/2dIgeAp5ZQ88U43tcTZlWt7DfQiWJgcY/EdjUV5ASODk1g3MVzo2s2ttYgyKflMbd66CG5ivIS65DgYdf7prVSIsZykK2M1HI2Rg1LPEEkyfxxVaRhnvViGUqjIpu4Y6inIfyoAnU4FWICM1SLYJxViByMA0Aa1spClhVgtjqKiiYCMAU2aUKOvSgYy4uAg2g8mnGfaqLnqOTWY0vm3arnI6mkub1ct5Y3YOPYD1pWKRbklKnAfFc5r+o3Et0kDRuYMcEDjNWDeecx8uXcFPUdKngvZIwx+V89AQDUNX0C9jn0icHOw/katR28smDHA5P0reXVXK7RHHu/3BStqc4AI2L9FqVT7le0ZmQ6Xeu//Hu+PU1ox6LPjMjovtml+33Lpy3HbtUZmmbksfzqvZpB7RlwadbxqDJcj8KlD2MAwqmQ+tZG/ccHJNSpHLn5UOD3xVKCD2jNM6iNhWJFQnrgdaqyzyGOSTcfuHjPJ4pot8rlpcH0FPijY8kZUHo3eqcVbQnmufLru7XlwWPJmckd/vGrkZyBgjaele1eK/hRpupyjUrKdrMk5kVV4z3rm/8AhU8C/d1k/wDfuuWc1Hc1jHmV0eb3JwAOKpuflPIr0+f4TI4/5DTf9+6gPwgUkD+2uPeOo9tEfs2cxrSBSp9GNZUnQ49a1tcPy8f89TWOCWP1PFa4bYnEbkUsjI2AK634YAnxPMduT9nIrmZ4iD07V0Xw/u/sOuX10wyIbN349q6DA9dkIMRVhg1SjTyzyDgn0ryJ/iJ4hN480c6rEGO1Cvauu8MfEBdZmS0v08i6ZtqyD7rVLaGdezFZs4wc+taSzl7YDvmqFwm3PHPfFRfaDHBPiQB1jLLn2pJiOqslbYBgGp7iMyKwVSSPavCrL4ta9asyNFBIqOQA3cV0+n/Ge3k+TUdMaPdwXjaquOx17YBZSCCD3pckYx2rFtfF2g38pEGoou/+CXrWyGWRd8bK6HGNpzV3CxtWb+ZHtPTFZVyvlXRA4Gau6c53MtN1SIqA4HXrUgVVOQSetWRceQynHykYINU4DlMGprlRLZl+60hFa6Km4LKMA9RTYzkDg8ZFNOHVTnmlVlXjPNAFLS7QWMU1upyqylgPTNaTcMRUCMBcr6P/ADqfa3B/CgCRCVIOauxzMMHtWfzVmM8daANa3l3NwKtMCelZtm+GrT/CgAHWkZsUtNYE9KQCg5FL2pF4FLQA0DFO60lLQADim/xbB0PWlJ5ApON+e2DxmkOJz+okaVdrduM2s52yZ/gPY+1XLhmjsrm1dgyGMlH9c9BmsnU9b07+1riwu5AbW3tTJc5Pc9B9a0vCcL6n4UAuoGWMhhDu6le1Io8wtfi14fsj5N/okskyfu3w/HHcUzTPE9p4i1ORtF0C4aZ2BDyP8q15nd2ENx43ubRsiNrtkYDjAzX1J4S8KadommQ/Zol2soIbuanlQGZ4W0Z9DkbUtTXfd3cmzP8Adz2/Su+dRsxnPHXFY2vqGFqISnnJOpCM3Uc9qfJq95CwEulybfUN1oAwpw1x8QbQLuG1S+R+X9av67YPYXB1S0XK/wDLZB3HqPeq9iy3vjKK8jRwiwMjKw6NkV1zoHRgy5BG0qfSmDOUcxXdqJ4SHVlyprMkHcirCxf2JrUlg4P2O6O6Fj0T/Zqa8gCkYHB6VqiEZDE7uBSqxq00Y7imbAx+WgCLJqe3lGQCKXy+MY5qLBjPNIDYjkBI9BUFzLlSAetUluCDjNRyzEmgB6Ti3keRjkBelc7fXEur3CWNm7Rxbs3Ei9foKta15sumvFG20yMBu9KitFW0thDCPmIG98ck0ylYnZorOH7PbrtReAT1/GpLJmeIvuyM1Xli3L8xOTVmwURQYPHNT1Ey2XwoIHNLtdxgChAG4PSrKRovc1QiJLc4BLYPpU0UC9iSakUwA5IyfrT/ALdAnSMcetIByRSA/LGMepqykMozllUVSbVAVwBgelVWvJHbALc+lNAarTW9u2cbn9aEkaeVTjCk9qoRQySctzWvawneFC59aoDQuI1e1kjdQ0ezOPeuJ8woSoC8HtXb3LjyHXvtxiuBl3RzSKTyDzXDiI3Z00noTmTPb9aCxx1/U1UEhJ+9Uoc4PNc3IbqdjxzX12qx9Jqxs+XjI6Gt7XBlplGPvqf0H+FYsxHljjrXXh9jlxG42XLAEN0FXfDrGCTVFDDMlg4HPeqsqZCjYTmrOgW7XOr/AGWMAS3MbxKDx17V1M50O/4QXXX0hNTjgVrcx7h6ketc2kktrdI6kpJGwYYPQivorSYWs9F0+K6xH5MAWQE8YA614Lr08Fzrd/PbRhImlYJt6GsmaPY900a7Oo6RaXMnLSRjOO/vWdq8n2XVbW3DZE8MwP021J4eV7Lw5pylSP3IJzWd4kR11XS7g52iCcZz/s0Ajx4ECVye8hAp5dW4BBY+9dL8NNIi1jxlFDcRLLbqGkZW6Yr2HVPhX4Z1ONitrLZyno8BFAz5xkUGUBDk9znBFaui+KtV0OUSW93KVDDdE5yCK7XxD8HtUsN8mnXVvcw9QrrteuC1LQtX08E3enzIMDDJypq0B9C+HNWOqaVa35XZ5y8gV0V3H9ptCo6gZrh/BJYeENMwD9zp+NdxbN5kBVu/FMlmGpZWwO3WrkAEnmQE8MM1Xu4jb3ZXselJDIVIIzn1oEUVcRuUPO01KVBbnvUV4nlzZXOG5NJBKGznr2oAJm2XlqoH3nOa0M5Yj0rP2mXUbUnsWrQ9D60AFTpjbxUFSof5UAWbRv3grcXkCsK1H70VuxNiMihgNNIetPznrSFcjrSAbml7U3bz1pwYKMnpQAmB2xRnB+tc3rfjrQ/Dt+bW/ufJkIyNwzW1Yaja6pYx3lpJ5sMnRh0oAsHJwOpLYFebfEf4kXPhO6gsbS2V2I3bmrotc+IHh/QNQOn31wwuFH3UGfmrl/HOr+FJ9T0w6zE5iKebuUfMf9mkykVLKyg1Szg164cu+oWskkiZwAw4H616j4Olc+EoBOQZIUZSB24rzBtXsUsmazQQab5Hm25I6KW+bNLH8XtC0SO+tIba4uSwPlMh45UCpGeRXF+tj48vLt4zIFu3O31+Y4r1LwT8Wdfv7uew+xiULG3lHHCY9a8ajvETWft3JUTeYd3JIJr3PwJ4o8KXN21jpmntHezQOZZSO+DQB12nQzSXFjrs9x51xJG7MGPypgjoK7gXKi1MzZYBC4P97jNeZX3iXTvD3hfTZdQfBEcm1EPLc1zV38erebS3tYNJlC+X5fmFumRj86APXfC6s9u9w4O+Y+YuewNbF5f2tlGzXEyJgd+T+VeYeB/GH9vvJZaK/CwoC0p5THXFUvEPj/T/AAn4nFjqli95cjGZWbIX6UAdjrEs/iG38iytWiMJ3xzycZ+lPsblb7T0kON6HYwHqODXB+Jfjbptjdwy6Rb/AGmUoN2ei0/4eePIvEmuX1ubbyFkHnqgPR6qJLO1mjDZx0psMY3D9atNGQMck9TntRGm1qoQ94UKjAqnNCM+taIJK4qFo92aBGM67W6VFIfnyDVy6i2n+tU2GwcjNAzP1ebZaQ46l+aW2jCxIW5JHWq+qunmxKx4zuAqY3CR2/nM22NRkn09h9aAJLhljaISEjedqgetS+ciXfkFc5XK4qlp8bXcq6hcbgG/494m7D1NaE0EkF9HK0eMJt596AJFbaOKPMf1pxhlZQwQn6CkWOVj/q3/ACoAb5rhqTYz85NWks5W5IwKsJZyAdOKAKsduCPmzV+CHIARc/hUkUBzggfjWhGfs65Kj6igB9rYMcGTgVZaWG0BAxj1qhPqaJHjzMn+7VATNeE7uIxyB3pjLxuBLIp52bqx/EliLFheRjMUpw3tWhFvllRAOAc4q5riR3Oh3CyjIQZHtWVSNzSnKxwSum5iudp6VMJAe/NV0JBwF4xVhSuOVwa5+U6LnlGstvLsB/ADWLJKfLCggEKCK3tSQmIKCBmOsaS1OxX43bcVWGMsRHUym1C5VsbxweKn0DU5ofFWnTFwuydSWqJ9LbJPmL1zTrHS5H1S3RWTLSDGa6jnseofErXZLbT4tPtSySXK5kYn+EHtXE+CvDb6/rMe1T9jhk3SFuma7DUfBuo6rMj3dzE5iTyk56Ctrw19j8N6a+mSyJHdBsu2Mb6hlI37pUiiTauBGdoHbFZ+q29vPoFxNJ801rFIeP4dymr7EXJOHBB5xmuG17V5dE8ZXNrIxNpqVm0ZQ9AQODSJW4/4G2wN9qF7IM7I/KDfWvaeCq5BPavmjwj43v8Awgk9raW8UqSMGcydfw/Ku+0341Rs2zUdNZVB5aP+dNFnql0geB1A6dwa55wrxmKaNXQ9QwzVjRfGWh68hFreosrD/VyHBFLfRrDIxkIxwBt5yau6EVURIYVjiQRovRVGMVoWUp3AE8561S5PUc1LA2yQc0xF7VbbzAsq8461lKR0rf2CW2IycmsCdTDMynPFIRDdpuXms9cIRjqa1WIkiAPWse4JjcqeOeKANGJx9siP+zxVw1lWrFrwEchUzWonzLk9aACpEpjDApAT0oAuW3MoxW3H90gVi2mA1bUXKZoAKWgLx1opABpD0PpS0d/xoA8n+NXhoXujx6vEi+bBw5A5IqL4LeIlk0C6064b5rQGZc+len6ppy6tpV1ZyYIlUrg18vyXN34H8RajaKDlkaIn2NA0bNhGfG3xYlncB7cXBkdiOAo//VU3xZczXlnOgwg3KnHYdK3/AIV6Q9j4W1XW5FxNdr5cLH0P/wCuqfxk09tO07QVOCfKO78allFPUhd3Pw40e3skLytEyyBRklc56VzWhaxpWkaNrFjqOmb72ePEMrj5oz6Y/Ku9+H+qQaXpFvrWqLut7SMnZjNcl4413w3rkM91p1uUu5bksz7f4OwpAcEX5yOhOcV3nwjkA8bJGeQ8L/yNcB7cV2/wulSHxlCXYKNjc/hQBV8Z6lPqPiBbaVz5Vu/lop6AE17hd+CNAb4f2FpHYwrc3Xlt52PmPc15d8SfC09jqkOoWkDSRTIJnKrnHNbEfxkRfD9haS2RNzaRsqtngnGBxQBzngO8n8P/ABPt7WFzs+1NCwB4Zc+lXvjUin4hOq5w6j8Kf8JvDN74j8ZDWHQi2tnMskp6bic4qT43xyN8Q2aONyPLQgqpIoA76P4a+GrP4dm8lshJcyWu8yZyQcV498Pbm4s/GEE0G4pGTvHqucGvpewUT/DSMOv3rDkEd9tfO3w6tZT41MflMiyRTr8yHHQ4poTPo1TvUMDncM09OBzWZ4dnebQ7XewZkzGx7/LkVqAmrRIpobjpRQfemIzr9Pl96zWz3rXvPmiY1iBiXIz0pDMPWBv1CJRwR/Kq9qP7XvxGT/oVoQXHZ37Cs/xbqRsruMIf30oMan61v6Bpv2HR4opM73G9z6k96ANXOLxZcZRccensK3ori01AESkHgDnt71hR4M4Qnt370v2YxsXjchqANL7JeaYxktZFngI5TqafFrYC/vrUq3oBVBNTmibBUgDrjvVlLy1nXEjBW9cUAWzrVsBuZCPbFNbWLbZkKaqGxtpjkXSj60ptbJR814p9hQA5tajIwkJJqCS7u5R8owv1qXzLCAcKZD6ioJL/ADkRwqB2JHNABDB825yCfer8O0ttAPPQ1WtLee5bfgAVrRpHaqQQC9AD4I/IXPVjS644i8Pz7j95adalp23MOBVPxGfP06SIfwjPFDGtzkBLwBgdKC59KRVAPvTscVi9zZ3seXaljywVOf3R4rNCn7OCeuK1b0BoYXx95GX9TWYvzj/ZxxWWH2NK5nE4kOQTRFKYZ45V4KMGBP1p0wHmEioSA52468V0nKz3O2k+0wQSMRtliVhgdzTtX0Ky1S1UXKEOoyHTg1keE7z7doOnszDdH+7Iz6V1VwQsbNg47GgDiB4dvbSRpLHUJPQK7Zoi0LUdev421NIVeFdizZya6BvmUsoU5PWrOmL/AKYVK5Urn8aLCOD/AOFezNdSx/2cZ1Ehw4fkipLn4cSqMi0vYSBnI5Ar0yFnjuAAR1z1rpbaV2UHLbcc4anYZ8033hTVtMzNATIq9x8r5+leo/D62vW8GLNePJNK9wTiU5KgV3OpaPY6gC00QWf+GRRyK5O98Japao7aVflUDZVCcdaLAaX3WIyeeeacueqj9K5OXU/EWjOFvLTzkz95Rk4q7ZeM9NnlEVzE1vIf79MR2mnyZAB69DVTVkXzmPT3qO1uVO17d1eM8grVnVUD26y96AMUMQcdazdWYRzwt2Jwavqw3YPaszxCRHpolJxtfOaYFjSjvuJvToK2lAx9OKwNBkLqzHowBBrfUYU0AIeeKToRS0h60gLlqea2oiNlYUBZXGO9bUWdnNAEwPFIetIPu0tIAoyR0oooAZkBwc965jW/h74f8QagdQv4GEzHLFTgGunYHPSq2pahFptm08xBJ+VIz1z2/WgpGTd6fp2kaVbadEBFBGwKxgc7fXH4CotZ0PRvEXhGG/1S3MpgjYR5OD6DirVijILm7u13Xsqq3ly9VHPC1HqGoQ6ta2OnxFVM06iSIdVC9c0mMyNB0LSrbw9qcF3aK9tDCGCv0zjNfP8A4ytbWx1YQ2cIij8sMwVsjJya+gdSvW/se8s7dsSX16YlA7oOK8G+IcNvaeLr2CBsqNuR74qQOSXr0z7V9KeAdI0eX4bxamLCKO7VNjSgcjNfNf8AOvpLwc/2X4YxoT/rAjH88UAdpZWtu+tx20sSvGLBPlkHGPesybwj4Yudbnkt9Ns3jWI5KdN2f51cv7V5dSGXcRNarvVT95RWMdQXQJrqKxgMlzdzKLOAc9uWNAEngVzoNrc2UOmsZbidpCobaAM10N4sV3cedd6BayvjruDNWMmneLzML54rOe652AHaFHpUckfjO6d/tcJt4jwwtWGSKAOrsNZsJZxp5jMMwGPsxGcDHanahpNpbRre21tDFLAWJKIASO9UfDWjwWYJS3uY58fPLP8AMW/Gt7UrqC202aWVgI9hH1J6UXA4Xw25W71W1J+WO5DoPQNg10QGP1rmdEZo/E1wJUKG4tllx79BXTZ3DI960RmGcUhORxSHmjBFMCrcZWEg96xGAEhOa3ZwTE2ax5RjOfSkM8516Ce+8bWcJiP2ZDuLe9eiIqrGF7AcVzdvG8/iMnqsY5zXSAL0NAFSXck6vzwavCVCQxPJ7Ux9rZGMio2gLqQhwwGRimBO8Q3HAOPSmGBWGdvP1qvb3jRxmGUEyZ5J71bEy7fukmkBD5AB+UfrQLfGcJ+tTCdOnQ+9ONyoX+D8aAGx2jMvTFXIbKJAHlYDHbNVftbFcGeMD0XtSpLZA5nkll9loA02voguy3HPTipbW0nuW3uSF7k1nxalHESLSyCjsz81JJf6hcDbuCKeoXimBuO8VpGVVlY+1Zd3+9sbrA/gzVe3UkncxJHetCNSbW4UjrGcUMcdzi4z0LCpDjGar+Zlip7Gn7xjFYPc1Z5xdkGGJQOAz1kWY/dkMOOcVrXDBoY+Rw7HINYZlKxHHGD/AFrHDGmIEktmYsy96rfZpBk4/Kp110WqbDbGQ+tRv4nUH/jx49662cx0fgppreaZt8kn2RRKI+2DXcjxVp10pMjyW7H+FhxWB4HKz+F9RvhGBJIWTOOigVx/hTUbufxHb2EsomtpJm3xsM/Ln1qW7CPWLa9s7nAjnRiegzWpp0YUvM30X3rmL/wvYy3L/Z/MtZQcqUPAqzax+I4LZLe1kWVU+6zDk1cbAdRLlSjjoTXQ2L74UI6ACvEdQ8aahp91LZXlxtuID8yheCa9R8L6zFcabbPcyKkjxBmBOMelUM6dlweBUMgKrirEFzbSDK3EbfRqkliR03KwI74pCMS5jEidVG3ruHWufvtC02+/1tnGz56qMV1c8SbeDkelZ9xCduVHNCQHFz+Gr2xcy6NeyJt6xMc1NHqXicWri4t/ORRwQK6LDc7s5p9tO0R2kZU9QeadgPPk8aKpxPZSRurEMcVV8TeKbLUdBlt4iyzMcrkdK7DULO2jvCvkRsGOTkVyfi61tF0dUjtoknll2IVHNAHQ+HQw021LcnywCa6LtWB4dBTTYkPVVwTW8v3KQDTSDrxSlSxx3pyRmgCxEcMprWt2JGDWUsZFadtyBSYFmgHI601jQg5pAPozRSEUABGenNZusWK31nwgaRCGUnrWlzjimS5EbgZDAYAFBSMy10G01GyiuJbq4DovRm5QCqul6NYr4vkubQSGOG2JO49XPet7Q7bdbgvkB05X8az7FjbRapdJwTIYox9BUsZxWhub/W55mP8Ao9gZXII6NXz/AOILt9Q1u9u5OTJM2PpX05baeuneGNZu8ASPFIzn8K+VJ5N8jt6uTSAhAJI4r6ct7b+z/hhocgU/OUVsDqCRXzhpdqb3U7W3H/LWVU/WvrfxJbR6d4Ct7fKhYBFgkdMYoAl8QSfZvssiHBktmRuccDB/OqFtoVle2NrqlhcSQ3cMZYyZ3EZHIxVPxVqWj63Y2FlBehpfOTiME5Puewq9cS3eiyK08IiRefMiyY2B/hIoAlsrnxJbojCW2vYjjaANrfl61r2PiOKWX7Pe272s2cfvBhSfY1jW+rww3f2mPH2Z/wDXImCAf7w9K3PslvqNuJYClxG3ABOdvvQA258T29lfLDcwzRg8LIBlTXN6tri6pqCwQhjY2o8xywx5j5z+VdmdPtpbLyZV3qo6v1X6V57rED67evoFpIVsYiJbm6jGGYf3PpTSAh0PVE1vxVLeW29re3hEUjEYBbPQfSuz+YD5sjnpVTT9Ot9KtBbWkCRJwc96sySbmyTmtDNiMeOKA3FM3c0bqBiSD5SPase968DHFbMj/KfpWJet1NAGBpaY1W8c9ccVt5zg1RtY0iunkbo9aDCM42nigBFyTTVLQ3rFj8rDFPA9OaS4VlVXI6daAHyRxy4EiZHtUDwOOYWwP7pqwTmNX7VGSFbk80gK5kwds8QA9qPKWQ7lIx6Zq15itwyg/hQsdueilKAKwtGHOAasRWoP8X4U5YRnifaPenmyL/6zUFQeiCgAJSI8PyKfALi7lCwfd/iOO1Sx2+mWwy7NO3vT5NSyvlWkQiU8cUwJ5WihRYojlwcE+9WpXaLTjI2BlDWdaQ75RuOWzRrd1sszEOn3aHsCOYjXPzf3iTUm2lAChR3pawZqeL/bJbe3WOUkKHwCareYxBwMqT3qe7uFuLJQF/eGTjNRSW5iZlzyADiooJGuIKsqow649arMgOQGx+tWpoirL7iqjqw3AEg+orc5i/Fq+q6XYSWdtcGKG4Te8fQ4PGRW98L9PebXJ7vaSkEZwxHU+n1rqbjwlaa54a0xHcwXkVsoWXHX61s+FvD6+GdJaFpPMnlfezDvSauI0HbduJzkjkZrTiu4LPSDd3DCOCFSxbOM+1ZU38S44571wfxK1K8jsrSxSUx2jDc5Hc+9NaDOR1C6fX/Fbzx8rd3AEY6kjNeg24tZ/iG+izzmJRCqrg4AYDmsr4ZeFnlvW168iKW0ALR7hgH3Fchqmrzv4putXhY+b9oLo47AHFO47H0dF4TtksmaC9mR+xyaw49T8QeHL3y5Ea7syeWIzgVueB/EkHiLRYrlHy5TY6Yz0HWtaZhEWDAMnYEA0ySDTdf0/W4wY3WGUDlHOKmdGicn5gp9BnNUbnQ9N1DBP7iQcho+KpTaLr9liSxvTPEP4WNUgLt1GxO5VxVX5wRk1mP4g1ezlC32lllHVlqRfFGlzkrKxifHIYYxRcCTUsO4YDnHJridal8zWdLgPQuSQa6m41nTZfuXUZ+rVwusajbz+K9OW2kD+W+GYdKTY0rnc6UBHbBffrW1GAzbayLCMiNsHgnIrTibaATnJpiLwtCoBFTJCFHSpLaVTGBnNWCowTSAhVB6VInytxQBxS8AjmkBYXkUHikjORSkc9aVgFByaD0pvTHNDEgUWAfjHPNRTuqW7O7hFAOWbtTw2eKiuokuLaSNh8jDikUiXw9ex3eiBomBKbkODk57VioVTT7hudiOxb3cnig2FsmkyXcFxJYzRkq/lnhj9PxFMazey0bTLGZy808+9iRye4zSGT+I08j4fasy9fspJ/Kvjx819m+MQP8AhAdWXGAbdua+QZ7NViV48k4+bmkBqeA4Vm8caTG5Gwzqea+zLqztr23MFzCssRGCrDg18XeEVkh8Q2Vzj5Y5Q3v1r7StJPNtYX4IaNWz+FAFW20LS7RAsFjAig5GEHWr0kKSAqyqQRjBGRipBnaM0MR6gGgDmNT8H6beEtDG9u+CAYzhQfcVyOo6N4p8O2craVM10jqcBCFI+gPevRL/AFOCzQZ/eP0AAzzXJa5rV3aqJ/LEt7IwFrag8fU07CuYPh681rV7GS3Gp31nqEQ23CT7SefSuo0zTbfSLKO0hLMxYtJI3VjnqayPDul6vFq1/q2seWs10oIjj6LiujGTz0qkDYBeSD/+umtwOmKeTgmoH5Un0NMlkJk2vT1cGq55P40pOBx1oETSv8prIugNhrRbLLzmqFyo2GmMzwucccUoBznpSqflpahvUAVmQ7s8VbSQXMRDcY7etVO1MD+U6uDgA800wEvGuLK5QqTJbkYIPap0uklA4xSW9zb6namS3lEkeSG/2TVeOSFLk28h8t/4Sehpp3AvBd3KnNNYlTyKYVKgEHmlWQsMuvSgBQxOaAfTijcp6gijK0xj+D/jT4FPmhRznvUW7sKtW8ixjccZHSgLGhG32X5zgnGBXP6rcPI4j9fmPtWk0vny7nbCIN3sT6ViSzGe4aXHBOAKmUkCVhOoHtUgGaAMLmnK3bFZF3PIYLUNal8f6sAj86qXAUXMrMOc1sY2W5Ve6A/qKyLoBruRj021hh5G9dFG5ZNyn2qvawi+v4LZessirx9adeDAUE85o0eYWms2ly2NsU6sfpmus5T6EFssFvFbjkxKifkKaylphkADnNW8rOqzxsCknzg/UVAVyzED86YilMihjisjW9CttdjtIJ9vyzAsT3HpWtOr8nGKrklZUI7GkNF7xA39m+F7yKygwkcBSKNBnPFfOzo8TfvIpFYdQykc19PwZa3Rhg+uearT6Zp92cz2ttLnsUFA7nzlpWvajoxl/s68khD9VUnFd34I+IWoWOqi31W4kuLac7Sz/wAGa7688C+GbyI7tMiRvVDg1yOrfC2B42fRpWimB4ic5z+P6VSJPVPNAcGNso3KnsRVyG+ZQQzAfjWJ4T07Uh4cgstTZBdwLhTnqOnWrsyFJdrptcUAaEt7FIpDhCPcVzuq2Om342S2iKP7ycVPL97NQuD3/CgDnJvCGjyOf3br9GrL1PSbKyv9KitowGaTk9zXYyBFBJP3eTmuQe5Oo+IopVU+XA+FPahoaO0tYBFGR36VKE3VIqlRyKcBjPFUJksL7CBWkr5SsgOQ2cVcgmLLg8UgLnAUcUmMnOcUzfkClBHekIswuOQSKkP1FUGbDZWnCYk80DLm0GkK5qNJFwCTU24EZFACDjtScM2TRupARmpZSMDXDb2GqWs11P5dg8ge4U9MjpVma9h1jxLp8trOksKxGRGQ55Jx+HFUvGmlyaxpsNqkqorSgPnvkVxPwSimh8R6tYTyO4tjtTd2GakZ6b8QmMPgDVyOvkEfSvj542FqJAkgHALHoa+w/iKok8Bauo/54Gvllk83wQqHzS6yhuIzjb9aAKvhaTOvW0ZOELY57V9YaD4gj/sC0d45OF27sccV8c20nlXcTDI2v1Xg4r6w0LRJrjQdPk07UJooHhBCsN3OOaAOiPiGE/8ALZFGO4NVptfhkRlW5G4jjCmsO88Na4LSZ11SRpFQlFMYGa5DQo/FN1runx6o0kFnK0ke5SAzEfSgDtD4j0ezeSO5uj58eG+ZTg1k+HVm1bWr3WZTlS+y3HYIO4rpl8IWshzOslx6mU7s44rO8Ow/ZVvLXCqLecxqoHY81RJqHIORkfzNSKeRxT3UHoKaoANNCA8ZqtI+3Ix1qywqvKuaYFJmIOAKeg3GlKAnpU8aLjpQA3bxiqF7HmI4NapiIBrOvhiFiaAMhRgYpaQZxS1DAO1RSHGTnop/lUp6VWuji2mPpGx/Sok7IqG55lpGuXOi61LcwsTE7kyx5+UjNenxT2XiDT454wN2M7c/MK8hUAyPXRQzz2WmQywSmJwmdynBNc3t+VnX7FNHfRySwOIpSXXsQP51YLxnqwI/WuS0nxwrxLHqFszEDmRD1HvWp/wkmhOu4yujemM1usQmYug0bPynoM/SlKlfSsCTxZo0f3ZJHI7KuKrS+KBMVFpbFFY9XOc01WXcXs5HSlhzgimFmyeeKji3eXHkjJAJqb5R0q+bQl6EcsrmAw5wmd3HXNQJy244p8hO800LxxUiLSqCnWgRgdqiVmAp25zwKAPMnYRw9MkpxWPcwTSktFDIwx1Vc4ramANpE56BGH6Vc0PxfF4dtWt5rXzjKwIPoMVy4V6nVW2OF1KCeG3haSJ0LH+NcZrPgbMh9O1dr408WR+I9Pt4FtPK8tslsiuMt4w95DExIDuoyPrXecbPYfhvrFxqOjzWV2rFbXmByPve1dyvltHvYFj3FU7C0stN06K1t4liiEajgYbcR1oAaNiYySAcEHvQIJbiKV2Voti+tV9kMpEcbZOelSzSxN8skLA96lhigt/3qoR3yaANS3iWOJVY8U94UTlTWBJrM7PtitmcA9e1TpqF02N1uVHfmhAa2DjrTWgEhzn5qqJfov8ArUZKsR3kT/dk4zVATQtJE4Pde9aZMV2gE2A2PvVnrKjjsaTeyscdKQDrmyNucqPMjP8AFWdLjk4/DFblvctjBGV9DTLmxguhuQlG9vWgDhfEt8bW1WCM5klx9RWdp1q0JgQAbjyxqzrulXkWtLPcwt5Q4SUHK/lUsajcvI6jmgZ1SqWQE9cCnBfali4RR7CnGmIhZQKWKTBwKVhlSKhVtjUAX0l4HNTrjNUUfircBzSAWVSwG04pgUnGDnHerXl5HWlWLb2oAhGVFTxynHNIy4pKAJd3ek3HvSp0pSnNAyhqwY6YZFHzI6tz04NcHb6/pPgL4hajc6gGigvoxJGy9DnHSvSZIPOt5I3fbG4K8DOM8ZrxL4weHbu00awuZrjz/JJi3Y5xnipYHceI/ij4T1vwzqFnbahiSSFlCsOprww+bH4TZILqQAn54s/KR7VygJyDjoa7SKWI+HLSIxqSY8Y2+9SUcWflbI6DpXtHhT42N4f8N2un3GmPcGFcCXmvF+cAdOo5rt9DbzPDskBsEm3naHJ5oA9Qg/aG0+TIuNLlQEEZz7VdufGMen+AdO8Ti1aZFuSVVvQmvnC5R4Z5I2BBViCDXYXvjlLr4cWnhgWxDwybvMzQB61aftBaTNKIptMmiUg8r0rq/DV2mqQ3mqQwtHFeTCWNW7CvkmBS9wqLnLMAPzr7B8O25tfDtjAR80cKZx7iqRLNA5PSjaMVLxj3qNqpCGEetQyCrB6VCy5oAr7OelSInPSlK4qRelAAelZ9+v7k8VoiqGocQtUtgYOMUUZzRUgI3SqWoMF0+7OekZq6azNYbbo18f8ApmaiexUNzy2Fsl2zycV0V6AujwAH/ln0rm4EJdz2Cmuh1M4sYE/6Zg151Tc9CnexlW3DY/2aeThQcc0WwYliPSnsCsQBFZpFjEVfmbvitOwj81osDt/WspMkEdK39JVBd26jkkiri9RS2PQYINsMYI52jNSiAelaCw7EX5ewoMJPavRh8JwzMw2oJzT0tABmtEQ5/hqVbfj7tUQZZsh1py2wCkEde9aptjjgU9LbJ5pAeGNGskECMSAWIrn9TXbIoHO3j9a3xk2SeqyYFY9+VSRVYcDvXJQ0Z11djGu9whbFUYJTFcwSnPyup/WtS8dWhYgdKzIw8ssaRJvdvlC+5r0Tie59D+c+o6ZDqFjJy8a/KfYVUttVDOUuQ0b5w5NP0CCbRvD2nWF0dsoiyx7AnpVu80qLURv3AToOo4DUCGSeYTuHzL2PtS2873Eotip9c1VtxPbMY3JUDjBFaek3ERu2XYN4HU96EBPbqiFlPC54461cktl2B0wc9qV44nZSrKPWpI7WVWykyn/ZzTApGxd+I2UMf71VJYHg4Zce/rXQS2zSKCAgcejVWlaVPllhEielAGTCMkMJCKtefMuAMFRUubNnxhrdvRhxTmReMMpHbnrTAWK4bcMkDFXBcMw44qgYyMYVfwNOMoTqcEds0WAXU5ka0lWQ5QDv61yNoGmT3LcH2qz4i1RMx2UTbpJCN5FS6fBkheyDikM6GLmJSeuAKRs54pUPyAelKDzQIZg+tRlcHNTE/NTWXcmB1oAarDBzVq1bLVRBKHnmpoJdrigDajXIzTgODTYXyoFTH5aAK7KTSbanKimkUAMUYqUfSowDmpRTAeMf0rlviJpH9ueEL23ABkRDIpx3rqRTXVJAVZVIPBz3FJq4z4tmsriFA7wyLGSV3FcDNdRo6XV14emkiAJgUnFfQ3iTwlYa7oUumrDFCxBKME6GvMz8M7vRDbwwCe8Ey7ZAp2gfWp5WB4rJkOwP3g1dN4YuZEieFJANzDr2r0L/AIUVNLA80uoiGdzkR4yB7Zq7onweu9IjkklvIZWY4wOuKOVlHiupwmLVLiPzA3zkk02x0y81KbyrK3kmk9FGa9s1f4IxXrxPY3flyyNmUtyPwruvBngmw8I2e2ECW4ZstKwo5WB4N4R8B6vqHiS1imspIYkcM5cEcCvp6FdlvHGo42hT+FO2DcXwAx71IeTnGAecelMliCjANFFNCImxkioyKnKimsvIoAhpe1B4NFADCSDVO6+ZGz6VdI5ziqVyfkP0NSwMEjBOPWijufrSgZqQGkZGBWT4ibZoN6R3AFbBGKxvE7D+wLhfVlrKpsVDc83gTNxJx0Brc1Zf3cY/6Zj8KybMAyyH1/q1bWqgbB7KBXBLc9CnsZ9pHncOgxRcR7VGDToHCrJgc02RtyA55NZ9TRFeMbTjrzW7osZbV7NR1ZxisVD8rH0auh8Mpu8RWQ7BwatbkTPXvK7EdMU7ys84qaTAfgg0FgB1Fd8NjimQ+V7U5Y8VJuB5yPzpGcZ6itLmaAJuOKcsVJuXrTgw6ZP4UuYZ8/IR9lx6SisbWlyoI9SK2I+LZ+PuupP51ka38oH+9XJR3OyrsY9wB9nYegqDw9dxWXiHTrmdQYknXcD9amum/wBHbHcVkwxmVokTl2fAr0ehwvc+nZYXvLoyBkkhlAKk9h7VRuIZYJgI35HvUFibm1sbCOdgH+zLke9WH2s+9ic9uaBDvtJlTbcKoYfxVLEiO6kDDDuPSqhG9uenoanshtnxu4oA2rNbeLJK7iT35rWia2cZKIP0rmWnkR8R8nOKsJb6hKuVO2mgOjEVof4OvcNTWs7QjKSMp9zWILLUYxnfn3zUijUkGTGXXvQBYutOWQHbKjH/AGhWc9qYfvQhsehq0ruTjynU/SiWO5A4VvxpgZ++MHhXU02SO2kGSzb/AEJqy/nKMsMfhWZfzGIF3hY8cEUAZt74dtUYXaSPvPPWtnTI8BgeuBg1hpqG+wbfwQCACa3dHIntI5D1PFTzalIv4IOO1KFwaUjikFURfUX+OjotFFIZXcfNTQvzA54FTsM1EcrxxQBq2c4ZAMVoLkjmuftpGhl9jW3BMXHNAExWm7am4Io20ARYoqQjFM9aAHDpTW4JNOHSkYZpgMzht2BxUJI3Dj5ccjPepHYDg1CzAHFAx45xg5A7Gnq5Q/KSM9cVEpwacT3oHckwOD2zkmjhVC9h0pFYYxQ3IoC4bzRv9qbtNB46ikIeGz2pw6VGOtSDpQIaXwelN3ZOSKGHJpuKAGN96l60HrSUADDGeaoXX3fwq654qrOMjn0pMDn9vX60oXHNK2A7AetFQAjDOfpXP+KSV0WbHd1FdAeOa57xUf8AiSv/ANdBWVTYqnucLZD95J7lR/49W1q3yhh6Vj2IPmH/AGpFx+ea1tbyGPocVwM9GKsilbKHjcmkfaNq+lPtR+7Ye9MuAM59DUMtEUSjDgHOWxXVeDoPM8SWiknqf0rmbVMR7h/f5rsvAy7/ABRBjtuNaU1qTV0R6mbWPc2XbJ9aFtIhjOT+NTmLc2SaPL967NTher1Ivs8PdBSiKNTlY1/GpfLHrShBTsw0GDaOka0o6j5QKeqrnmlwoosDsfOUIzBP9F/nWRrYyH+orYh/1U57bRWRqwPlyN9K5aL9466iujGuQDBgdcVmWUotby2nI4jkDH860ZR+6Le1ZQVnbbHjJIAH416XQ897n0g0y30EE6YZZY0dSPTFRTZDAP8ASq0EL2uk2EStho4ETH61ZEokbdLw1AhgjLH5SfxpmJIWD7hwfWrSSQ7sNyPalIsGcBmK885oAt2crXTK8Sjd3zxW7b2pIPmSuc9lqGCW2CJ5MS7MYzVuO7fA2bQPYUwLEdska/LE5H+01WkR8DDBR6Cq63DFMNlqb9qxwqPmqAuGBmPMn6Ux7INz5zVVN3eMuEh/Oq7pqUp6EfSgCxLpsTg5ucH3rKvdMk2FY50Y/wB1qdNp18w5kKn61k3UWr2Em9k8+I915IpMDmNRtJ7e+eOZQCOVx0rqfDS77Rlxyvb0rmtWmM+pbiJFJH3W4rf8LS+WZk559aiK1KR0TQjyAe9Uj8pOa10TdEKoXcW0E1oR1K2RQelN9KCcUDA01hkUvWkosAwuRjitC0mJUCqBx+NPik8sg5oA6KJ8qKlzWdBPuQEGroOQKQEh5pu2nUGgBuCKQmh5NvWq7zc9aAGXBxk1SSQs9OuLjcdtFug4pgWo+RUmN3FIqECnp1oAFQCngcUuKKBiHpTG6089KaemKQhgNSZB71FQKAJT0ptK33RTc0AMam05jTaABxxVedBx9KsN0qGft9KLAc3LgSuPekFLMf37/WkHFZgI+cH6Vz3ir/kCnPdwK6FzwfpXN+LWP9jLg/8ALVayqbFw3OMsvvp15kWtXWycgehArNsjiaM4yPNWtPVvmm9t1ee9z0YaooQtiJiD35ol5P1pUjxaNj+9TJDwMGpLYsTYQKO7ZNd18Po8+IVcD+FjXCxgt5YGOW5Ndv4JvbTT9Xea4LqojOAK0pbmVZ6HrC96PaubbxlpEQPEz/7qmqo+IFm5KQabdPj8M16EdjibOtwD6/lSqOeMmuDl+JqxMY10fBH9+TpVG5+KF842Q2VtCfVmzVWFc9OVCT/9agp14rydPiRqAbbNLag/7KnNV5PiFqJlO28kA9FSnYLnHW3SRc9VPH0qhqeGhkXA5AIq/anM3sUOfyrNvyfkPcxnNebT0kd01oYkoPkDA5xWZBJ5N/FIwyqSKT+da5P7us4hN549a9NO55z3PoCeSGaOKdGBjkRGjI+lNdFmjJyc1ynhS/DeG7OOVy3l5GT2NdWgLRblIKmlzLYpxdrlLyrmB8xHcPSnvcMExLFux1OKmVgeN2D6UoXftQDOTzTRBu2Lb7WJlHy4rVghaRN2QoFVLSBYkRScKPXtVie9gVfLRiSf7tXYDVt7YDBZwfoaskQxjJwv1rmdt7N8sZKJ/eJxViLTkUZuLyV/YUAbwu4FH+sT86Q31qWAMqfgayorWz6JE7+7VZ+yAD5bWPHvQBdM1u/y+bHjtk1VnjjdMQOgzkjBqB7FXP3UX6VSutKcglJSp7YNFwOI1trn+03+0QMpU4D44YVp6C2282n+MVQ1a8uvtv2KWTeB7VPpzeXeQv8A3eKlDid5b/NHmo7iLehwKdZyZjAHQCpnGR9aol7mK0RXtUbYHBrQlXLYqvJAeoFMZSz82Knjt2fmm+Sd3I71pWyADk07gZstsynnioenWte8KbPeslh1pAWbaXHGa1o3JC81zyMVbjpWpaz7gAe1IEaW+kMlM6pwagdmBxQA6WTk1UebgjFPYEsaj8vnpQBAqM8nSr8SYxSRwjcKtrFjGKAHBeKUACnHhab2oAKKKQ9KAA9KjenbjnBppIJoAZmnAUhHp0pRQBIOVpjUZIpPvdaAIz1op20UEYoAa3NV5qlZqglbimBg3WBcv9ajFS3PN03uaibg8VmwB/umua8Vj/iUJx/y1rpGPymuZ8WOV0mPH/PWsquxdPc5HTeZ4B38xRWpqxxc+281maWM3UJ9ZgP0q7qrnzm9pDXmt6now2GQZ2kHoarMCqt35q0jFoAcVUkY8ipuaMmiHyqwHRqsXN7cWOmia2lVZH4ORnHNVYCeATgZzSattTTolxu3N1Fa0dWc9bSJVfW9TZSWvXHrtAFVrSTUdSlkH22VUU/eBxUe0lT+6Y1p6SgtrErJtRm65NejBM4yWK1giTa+6V/7zHOanEESgfu0z9KYssEcm55oxgdN1MbUbNclrmP881dhFhgAOwUelMZSuGJxG3Sqba3YL0k3n0x1qs+rWsm5tszMR8qqOAaLMRctG2sDn+E/yqlqKYSLkE7D0qZCNhIYj5TWcu53G5iy7T1ry4fEejPYp7flFVmjjUncaulSqjJ6VBNArMCD35r0o7HmT+I6/wAKkSaG6A8rLkV0cV1LbN+7bK/3TXK+EJPluoB94fMK6NdzdsVhOVpHVDVGimqwO2JY2Q/3quRXdpJgx3IUg55OKwJOOCKgeJSGOBSVV3E6Z3emu9x5jmcOgYDAaty3hC42qAfUjNcb4NbdJcRsF6Ajmu6toyFJIOK64SujGasyVIxgEhifrVhORjAB+lSRxkD5QadvihUtLIqY/vYqroizBFZcbiAKk8vd0Utj0NUJ9b0mLmS5Ukdgc1Sl8Y6cnywxyP8AQGpbRXIzc2dimBVe6iXaxBP0rCfxtwdtjJUJ8aRnmW0kA+lLmRXs2c5ribfEnTAZM5qeCJiBjPXOafr0kV3qFtfW5Hlsu3b6GtC3jCwgdzQncm1jb018pjPbmtIn5R9KxtPcJKUJrbAG2qRD3KE33qMEqKdOgJqWKIFTg1QynKoK8Dmot8kS5xxV51UdaY0YddpFIDLluNy5brnpURPHFT3dmUywqqp5IxQIMZqa3k2MB71Ec9c/lS8gZFAzbt5A64p7Jnms20lJOK1ocFfmoAg2HNAj561ZwuaAgzxQAkaDPWpsimgYFGfWgAPSm07t2ptAAaYWp9Rt1oAaTz0phzSlsetJuHFADx0FOCcdaZnI4qTeKAGEYpR0pG70A8UAJSHpQSBSbqAI2GarvwefWrRPWqcpGTmgDIux/pZHrzVXdlsVZ1A7bpPcVVXkg1DAVxhTXM+Lj/xKEH/TWunkB28Vy3i8g6QnP/LWsqvwlw3OX0kbp7YZ/wCW3P5Va1X/AF+P7zmquiMv2q3z183+lW9W/wCPkf7LZry5aM9GlsLAM24NUp8BjVq3kHkhSMAiqtztDnBpFskTlOOtR6zb3Fzp8ENirNIGycCpLfaUBPXFdN4cXKy5Kke/aujDK7OfEPQ4aDw5rs64YOCe2MVNF4I1h9252/Fq9Q8qONz8obPoaUqqr07Z6168Y6HnuR51F8P7lgDLOAe/NXo/AEK/fuVz7Cu3AZ4wyjP4Uht8H51GD71VhcxycfgizT700hI9MVoWPhbSElVZYXkLHqxroAsUf8OaEVJZFRRyTjjtTUbhzHlcWDhexFMuQqKoVcEA06D+tO1D76/7x/lXhw3PVnsZLAhN3rjH0qPHzYFWGx5aZ9KYYwea9SC0PMnua/hd/K1PB4EiYrr1AB68iuB0x2t9Qik35UOM13zrtk+vNc1aOp0UtiOfrxUB4B4OKtyLxVSYFULD8qxOlbG74MCpf3U7yKkQXknoK6ObxVBCTHbI056bj0rzqz1CSzEiqNyTDDCtyzVdqrjC4yK2jOyMnTuzbk1rV73KLOsKHso5FILIzkNc3Esjd8ng1BD8o4q9C3HNPmkUqaES1t04ES/XrUwSNT8iItJuoBy1Q5SC1hH6MOKqTcKCcGrTVWemm2J7FSKNN6R5zhs49K6GMAAe9YMSFrkkelbq8RJn2ropnNImhYrcLx3roosFM9q5snB3Z6V0Fm3mWynPFaIzI7hcfSq63BQkA1oyxbkNZEqbHNUBMX3HJqRDnoaqK1PWTFAF44KFX5HpWfdWCspePgmrSSgnmpQwbvSEc40TwHDZ+tKrBsjIroniif7y7qoPYxgkgY9qAM+CQpJwa2IpdycdcVmmBYmzUsU200AaiHKjmpR3qjHcVYWXIoAnprcGmB8nrTC3WgZJuOKbuIpu44ppagCTfSEg96i3UbqAEY89abkZ600nJpR96gCdelL3pF6UtABQTxxS/wAJpvagBhzRSk9KSgRE7YqtL97Pap361BL0oAxtSI+0pzxiqoIAGDVnVBiWP3FU4jlQahgSO3yE1yvi5s6OnH/LWupf7jVx/i9yNIUf9NRWNTY0huc9ofN5bk9PN/pV/Vv+PpsVQ0P/AI+Lf/rt/SrurMPtLAV589z0aWxHED5S8HGKrXH36sxsfsoJqrOQT17VBZNDzF19O1db4at3ktJgvI3etcpbc2/BxXR6W6jT5R5bk7+gfGa6sH8RyYnY6Qo8cRARfqTT0trqaCN0eIL3+YVhRXDhCJrOKBR/z0Ytn9aZPrTogjjK7QeNo4r2DgNeRJbZkhLqpbnKgmkSMMCzk4B644qrYamZ7dpZJCQrYx0q3LOdm0Z2NzzQBJC8OSAw9PWtCEW8SZV8Bv4sViCUop2xjp2ojlf7OQzEqTVIDzeDp/wKn6hja3qD/SoYiefZqmv2AhYnvivBjuetLYym5QHPNRyEqo96cWynFRy52LXpU9jz57i7ygBHY5r0PTpxdaZb3DfeKYrzc9Oa7fwpPv0oo3JRiAPaoqo0pGw2dgJPaqNwxKEj6Vfb7uPas+54XFcj3OpFJzswc9K6Oxk3wxc9q5qT5uK2tHkDQ4Y8g4oGb0ZOOtXYj71RQ1bjaqi2BcHSlHXFNQgjNOwNwOKsLCN1NVW64NWm+8R7VWZTvpoiSH6XB5184x2rUeIiTYOgqDw+cXs7YGQcVpXahLosBwa6IHHLcrEExsO/atXS5P3IXuKzD9+renOq3DIx4JqyTcY5Wsm5j+Y4Faancp9M8VWuI+p4oQjLyQ1RNLg8mppEIaoJIN3JzTAd9o9DU6XOP4qzZE2mm7iMYNAjX+1DHXmg3II5rI81h1oM+QQM5oAtzzqxqISAtgdaqlyaI2weSaANNHAxmrKSflWWkuaspKcCgDQ38Um/3qDzCQKcKBku73o3Co+fWloAM5o6UUGgBOlOQg9KjI7U+MYOKALC96dkU1elIBzkmgBxIwaYTSvtFNoAM0h6GgmkJ+U0CInHrVaUFm46VYZucVEQSeKYGRqy+X5BPOSRWYmew71q6+VjjtmfgB+tZavBgnzU256k81i9wHscRNz2rifFMu+x2Z6S12L3Vq0bLHKGfGMCuI8TIY7PeW6ydqyqbGkNzK0Hm7tef4yT/wB81c1R/wDS1IXg1Q0NmFzbH0dv5Vb1Rz9pXpiuF7noR2FaXbbLx1qrOeQR6VZI3W6jFUb0FSmDWb3LLduxaLA7Vv6bfRWkeZU3g9AK5uBiE9B3rStLiwitz9ruNjA5AaurB/Ec+I2L9xdC6mJkY7f4UzVcKEJK9+g9Khn17RFj2qXeTuyLmstfENvC3mJDJKwbgP8ALmvWuefY660DLp22QAc5x3NXwTKittClhwDmuXh1vV74NJZWdsg6MXbOKuwQatNGftWqJGnXZBH/AFNaLuLyOjjOIymctjHAqpLcRRRPuuIo8Scl3xWfDoVlOmZtSvZD/d3hf5U8aDpFs/FqZZCchpH3f/roA4qFskjHT9alvlzbF/QZqvbn5zVy9AFhIx6Ba8HZnrGTxsxjtUc2Ng5pksg4I9KguJcQhu2cV6FN6HDNailwK6rweSUu0HPAYVxJuSf4a6rwJcNJqF0g/wCeYqauw6e9jsBnBJ9c4qrcDcMdKsFmL89xUEo5Oa5DuS0M5/larOjTBbp4s5yN30qrMQretN0La9/Kd3PIAqlEhux2kZ4GD1q5EOeuazoZAyqQavxNVWGXU64zxU4HI5qvEcmrAIBFUAEYaonTDA5qZuGqNxmmhSWhc0FcXFwT2atm/VTErgc5rH0Jf39yP9oV0EqBoip7V0QOKoYzDBDUxSY7hXz3qWQc4qKQfuvfNWZnSw4KKQeMZpZF3LVHSpfMh2k8itF1ITPrTAypFG7kd6QxAg1PIAGzTSOOKAMy5h9KpuhQcmtry89aqXFur9BTAzTgiozgcYqw0Xl9c1C+KQDc+1J+NA5owaAFUkHrVmJye+KrLxTlfB4oEaSN71YU5ArOjkHQ1bjkHagZYzRn2qMMc0+gBwopAaXNACYpy9abmjPPFAFlTj3pSc9qhXNS0ANZNw64poBHGc1JjimnrQIYxphbjGKe3AFRmgBhGTmhVwQfSpPlxzUe0560AZ+toJIIiyAgN0rDm0y0nJ3pgnmul1CLfaZ64OaySgcA1LiMxV0aOGQPE+AD0IrnfGUYj0tSRkmUciu6kUCJhj6VxfjxdmhQ/wDXWsauxcNzltCXzLyEdMlj/wCO1NqrZu8elR+Gf+P2An0cf+O0mpEm/PpjNcD3O+OxbgG6NM96oakB5iqO1aEQIgj+lZl7kz81kzVIltvmTHQnmq17Y3NzefuIdwA64qxbEKmSQBjvXTaXDIbBWjjZyxxkCuzBrU58TojlYNA1CVVYxqhPvTbvRLqCAtMyBVP513CaJqVzNGqWs6xqeTjirOqeFrqe0OWt0AOcNLz+Vepynnc1jD02GOOyJAOWGcAdavQkyKuQq/7JHNaFlBHarGs0kAZeDtfdWiJNMjnMqyO7+ycVothMzDZFohKqkEegpYg7/KRtPYtxW0mqwc4s5HbsSePypk+quAS1pB7ZFDA8jhwHHPSr1xg2Uo7GOs+H/W5q/KB9k+sZ4rwT1jn3jLxrIMYIHGarXh8yyXb2fkV0Gm6TDe2XmM5+U42ipNS8OG4skWxGHDfNuPWu2DsjinucbkFc9fpXYeAIJRe3MxjcJ5eQxUgVSj8IXbENNIqBeqjoa7SBJdLsbF3vHEUziLy9gA205u6CG9xvn5lwTTZpevIqK8Rre8I4MZbgioriTCggY+tc/KdiloU7uYorMD05rM8JzvceIIgpIy5DZ9Kn1GVmQxwgtI3GF71R0OJ9O8UafGhYkygye2e1apaEtnpkQ2sVHYkVfibNQX8Yhv8A5flWRc496dA2FwTzWbuNO5oQtzVpT81UIHOauxtk80XGSv2poOSKe3zYpGXHaqEy5ofNzcn/AGq6Ack5rnvD/wDx8XZ/2q6I/dHtXTDY4qm5kXAKzndwCahbaU+hrUvrYTRh1HzCsoocDPrVozJ9OnMUxUnAzXRIwkiGTXJPlJVZfWuisp1khAB5xVAJcIVJx2qr5mK1JU3KfcVnSQbcnFICIyZPPSlDKKYUOaNlMBsqJJ/DVOS0BPXir4Q9ulIUA60gM02+0HFRFOa03Tg1UaLk0CKpUVHtwastHUTJg0AIrkcGrMbVUZcVKhYLzQBfRj0qQP6VVV/l609W6UAWNxpeTTA4xT1bI9qAFoHWijvQBKhxUoPFQr2qUdKAFJGKZnmg9aaeKAB+gqM09hgCmHoaAImYZxmnAgioTjdmpgny0AO2CVWiJwCpOawA2CUxkqcV0EZ+ZD2JwawtQj+zX0mFODzxUydhkUh+Ug1x3j8f8SOAestdcGDnkEfWuT+IpRdBtiOu+ueo7lw3OS8O/LcRe5Y8f7tJqXF6f92n+GgPtNuP7wf/ANBFM1P5dRKnsprjkehHYuRMfssfqFrMvGPnGrttJut1Of4cVnXb/vTWLNEyaM/ugTnj0rs9Nurv+y0CXDxqB6DpXHQqDbsDXX6dCDYxYYfd6V24Pc58VsLPeyuVX7ZLLgfdLEfypEcSpsZm3DqDzVsxxIMlF3d+KgKxzSmKJtrN1NetY80faKm19o+ZT97AwatIJMAqMj0xTEmitEEaxh16EtUE2tSRRtH5sMUeeMEcUwL/ANqcLjbgis64uZJpADINw6AHrWWdWtIZNzXik55K8/pSjxHbSORDDNcN2KR4qkBysXL8dutaBXNomf7pFZcUo+0oAeGODWiZ1Fvt9ATXz73PWRe8IxK1jOGXJVxzXRpa7MFVBU881k+A1MtteDZnDA11LQ+SuTGfeupbHFUWpkT2BuxkbRt6VE1k0tr9nuZWEcDeahxzXSC3V2R0UYNF1ZM2XHpt247UmmSnY5HVILyJY/JtzcoRuGDzzVCK0mvLSae5uBZrGPuYyzV1cllLav5oZn46DsKy76zjdWdeVPajodEZaHNAyiR/s8IhyB87HJ+vtSabHDa+IbB5HD5mG5j61fmjARzjrXParnyN3KlTlSvY+taRLex7Brts4t4pQBvjcDP+zVKEDcBmuC0H4nSiwbT9Yi86MjYs6/eH1rt7WYPEjIQVZAyn1qai7ChLQ0Yh81X4QMVQgOcZ71fTtj0rLoaE69aVuRSqOKd/jVdBE/h4EXd2McBhW9MWAwKwdAcf2heJ6EZrptqlSRya6obHDU3Mn7Y0chRuAaimUFyV6VYvbfd85HSq8LgkgjIzVkIryDI4q5pk4jZlJ61WuEMTEMMelQwsUlDds07gdYsgZPwqtMuRTbSUSxDBqeVfl5pAUdvtTSo9KlPGaazqBzTENA9qDHntSiRcUCRc0AQtBxTWtxipi67jzQzDFAFNraq8lvhulXyRSYXBzQBmGE5xinKm3rVt9g5qrK4BOKAELDtSqahLZFKCaALSyU5pDxiqgY5qRSSaALKsT3qZWyMVXTFTLigB3pipNxA60zFFAD91MY+lFJjigABO2mFsGnHJ4FRMcHnrQAhYHtTw3aowuaeq0ATRrlT9ax/Eb+TNbt2de1a68KazvESsdMikVdzK1RIZjiZZJFQnpXJfEpgNGtlH9/0rooZCZWdlCkmuY+JMm3R7MYOTIa55lw3Oa8PShLiD2Q81Dqcol1Bj32motALfaYgx+UIaS+AS+IHTb1rkkehDYuwMBFgdAKp3RDPkCpVciL8Krck5NYssvwY8ht2PxrtLONl0+ExGJW2/jXGQEbMZH412sMqJZwKyc7flHrXdglqc+K2FbTmkw7XTO56pjAqtfeHt1k08F28cqnkBqvG7ijG1o3dz1VT0ovXYaNcSmJowB8u7ivVvY85HOrbKylZZGYDr855qWGw04oA9sjfjmnBGMA+VskDkc0sR3KV4T/aai6AvW1vYhgFsIs467aspIPOEcUSIvcKAKoQ/LID93/aZsClfVdMtQ/n3SbjxlRkirTA82tWJlQjnD1qruDhPUGs3YqOiLgYIzWqD+9QAZ9TXz73PWidD8N5HaW+Q9gK714xLDt6j1rhvhlxq2oI3TyxivSPLVE4711x2OSpuZtrlCUIOB0q8LNyN7MRn8aaY92UwfrVuznZEMMoyvY07GVyH7ETBIgAIZeCa5GVBGrRyDLqSGH8q7R3MbrhcrnNc1r6ImqoyoV85dxHvSaZvBnJ3kXDYHHpXLaypFpL1HFdleRnIZeVINcp4jIWyfPHaqiavVHDkbwW4GPTqa9f8I3v2/wAPwOThoTsavIB90ivRvhxKDpV7Hu5jkXg+9KeplDc9DgbBHXitCJ+grLiJ3n61eifBFYnQjRB4oY5TOelNiJxmnHoabET6GMahfP0JUGuntm/d8965TSpM3V7t5+RT+tdHZSbogD1rrg9Dhqbks67gV9axZVaG4OOldA65OfSszUIsAyL0qzO5DHKJoyJACfeq8sBVhjpUZYjlTxTTOxOM0DuXtPm2NtzmtxGDp1zXJxyskhJ4FbWnz70GT3oAs3EeM471myk5I5rbfDAcDiqNxCCxIFMRnGQqOaFkzzup7x5ODVcgKeDzQBKXOck0vmhuM4xUBfFQs4oAv7hjqKYzjB5FUvP2jk1CZie/FAFqSWq0jk8gZpjSZHWo9zdhxQBIrDdyakDD1qsoZmyamVOetAEoxmpkHNMVcCpVwKAJAvvUqCo1OTUq9KAJKKKKACg0U0sOlADWamHp70hYGkyPWgByA1KtMQrTwcnAoAcR8p4qHUV36TIR1QZAqyUITmiVVaxmB/uH+VTIZw4ZWILAFuCa4/4kX9rc6Zaw286OyOd2DnFX7nWYW0udo5l88FhtNee37BrbAGMtuLZzzXNM0gtS7oK5mX0EdRX4JvTz/DU+gZabg9Is/wBKhvyFvm+mK5JHfDYm3FYtvtVbJ3cZqwR8mfaoU65PrWDKSL8ChkAyAT3PaupGqi2gSFQsjBf4RurmYdu1QT1PPFdVaWx8jzYwI129eMmvQwW5hithLSWPLXA3GQdm4oN7c6xenRo5Y4PMTcGlfIzUU6DynkOfmHGawb/Sru9mWeHevAVXXtXps843dfbV/CmnpK89m0k3yhFOePWuMl1bVLl3RnlI6gIuMmuwh0SGJI2v2e5nAwNxJArRm0yS5jjSyiVpAflCrS5QPOUsdXuiGjiuCTxjPP5V0WneDBDaGfW5PIH3hHnLt9PSuzS2j8OQgyM1zqL916Iazru1vNaVp9svnKcbiOKtKwHmTHLkgdGGBWtCPlDnsayWO0k+pFaif6rHrg14J6pu/DWX/iqbyPPDRk161sj3gA+9eQ/DYKPGcynjdE4FevGP5dyjJCgfrXbDY56ok43wN5I2uO5pFgYRAsQWx2p5VBkOzE45UUxGdZBn7varRzokjZdoUocj1rH8SWEl3pjTQD9/aHzE9x3Fa8xYjfzkVKjbgHxuPcHoaHqVdo82Gy+t/MiyF6gHse+a4rxixjsoxgck16L4q0S60l5dY06F5LLO65gXr9VFedeO2imsrCaJspNlgB/D7H3qbG0ZaHEY/Kun8DX62OuJC7YjugUOfUdDXMkfL9KsWkvkX1tNnlHDcdsGnLYiMnzHu8TYOBmr8Gc5rNgffbwzZH7xA2avwtxXL1OtamtERgCnt901WhbJAq4QNnvVCW5VtJPJ1F1B+/EAfzrpbF8cZHpXn3iK/l02S3vEHyrKFkPotddZ3iKY5F+aJsMH9c11U9jlrRsdOmDnNRTQq2e4Palhk8xQwHUVKFwc9q0OXU5yZBDIY8cE8GqkkZVxtPNdDdWiSAsv3u1YssbRv82dwpjK5YMMNU8MjRYAPGaiK7hmm7iB7imM6O2ut2O9WiPMU9BXN2t2YyAa3IJ1daQEM0OcmqDwFWJrcYKy8VWkhyDQBhSKVPeom+lacsBz04qq8WDyKAKT9BxUZTIzV2SPI4FM8sGgCqY8YJoI+tWmjPYU4QtxlcUAVkTvzU6ripzANlMZaADPanCoSMGpkOB1oAkj+90qdQciq8bZbrVtccUAO2008VJ36UjqMdKAGY461GzhaU5AxUMoGeKAImky3NGRimkc0o5AoAerCpoyM1Aqip0UelAExfPANPVsqynoVI/E1EF5qZAOSRxx81Etgi9TwCSwmk8WX2lTI0XzsUODjGM1g3ildPDdg5Qj6V7Triwtql9NIimRIm2sBz0rxK9JayRAeTKzY9K5ah00zS0I7CxH/PH+tQXZ337k+tWtDXIc8cRYP51Qnb/THzzzXGzriXzgR49qrA+vrUxbj8KiUjdWMty0aMGC0fIBPtW2wZwqv5hVegBwDWLBu8+MI20ngcdK3E8MXlxIVutWdVOCAnavQwK1OPFSCSWBIImllEa7SNrNk5ro9KW3h06FLicKZccbayYvC2jwYaNJbh05ZpGyM/SreQYiRxjpXqnCaZj08SKjsznOc5xWjZ6naQNKlqFidF+8TmuWtTIzvIRkLVtIGSVJlQLu+8cdqBmxNqBkkO6KMNtzvK1iatqN1d7JLfeY4BsfyuB+NSSQtLI8jzsqAcDHarOkR/6M7QgkF+Scc0AeOT9GrUiyYx7L/SsuX5lbPda07fmLP+yK+e6nqm18PFI8fwr2ZH/lXtMcTRqcjsf514t4GcRfECyJ9SP0r3JydjH0/wAa7YbGFQrO7RsGKAZFQyuu77p5qdpC0eG/CqwQyMATyOas5xfIDj5icemadGiR5CkgdxmowrBi0jHPtVoeWyDtTAhS2R5laSRmTBATJxivFvi1oDaRq0Vzb/8AHjcgtt7B69mctG+Q2FrI8Z6J/wAJJ4WntQo+0RAyx46nA7UAj5pxzimv8qZHUZNSSRvG+xhhl4YehpowDnrxg0yz23QJVuvDunyg5zGAfwrbTHBFcd4EnMvhxEHLRHaMeldfAeeRXLLc6IXsX4eOatoxJ56YqkmM4q6gAAPNG5oZviDThqOh3EK8s0ZI4pvhK4N54ajiVg0tqPLYd8itdQo4AHIwc1gaW8Gk+ORb5221+u5UHGGFa05WMqy0O80y58xRE3BAxWpg4wT0rLNp5Dq6ghvrWlG+QMd+tdSOPyGsB+PaqVzAHbOOTWh1OCKjkA25x0qhHPTRtHJgCoGAXqK2ZU3EkiqFxbcbgcUriKTYyCB0q5bXhVgvSqLYX65pR/eB5BoA6WKYHndVg7SOtYVtcZGCa0YpgVGTQBO0KtVZ7fjkVZSUY604spoAzHtz2FReQc1puq1Dt9uKAKYhI5p4Vsg1OUz2qNlYUARuOajkT5elSleelKULDBFAFFk74poViau/Zye1AtyDyKAEhjGMkVbRKEh4HFShCOlACAAVGzA5p7A5HNQscKSTQBHI4AxmqjvuanOwJNRchzQAtPTFIFz1qVY+OTgUwJETcRgVZSMZAqCNgvQ5qYM55CfrSAeQqk5qIszqyAfKSDxSkFj8/wCQq3DbkYZh1GFolsKO5xniq38kXU4GA8DH9K8Cun3Wwcd2Ne6+PNXt4ZpdPdwrC1b868ImH+ixqBwSTXNUWh0U9zd0biO4/wCua1mTfNetjpurV0ZCYZyeu1RWaAPOmH8RfArhZ2oukYQY9Kgj+/8AjT8nYfUVHDktnjrWUjVG1agm8gwMjdzXZNIVLMQNu3jHWuOtcLewls7QRwO9dcLqGNgotmaQ9Nx4x9K9LAnn4rckWN5h5kHBxyucA0kVjNvyoOW/gRcj9aWK6ljnxsRWPQYqaK8uTcMXnON2Nq8V6pxhFpl9ZFpUhLHOPLdwf0qG4TUpJNiWzn6ONoq1ebIjFcBGwRj73eq0sxA+RipPfNAyffdrEIn2RtjHHJNOtVEGf3bF+pJPy/lVdLiWMbCwYHvjpViM7h9/K9yKAPHpBjjPGK0bP5rfP+zis+bAI9OavWDD7MvuMV8/bqesafhSTyvHennt5gH6V727/IyAV4BopEfjDTZOxmUV7xvxvb8K6qexz1hpBkK4HSo3DI+4DinK7KVBHepJbhW+XAxWhzkUcoIKsAQe9TL8sZBUE9jVbyiTkHjtShpOVxkCiwDnQuux8AGkgLJMqNz2+o9PyqNZN/0FKxLHPT3FLUDwL4kaK2i+Lpii7ba7PmpgdM9q48kK2K9t+MFnHN4bs73bulhm8tWI6rXiLsu8HtTHc7r4eamsUs+nOwVpDujycc16TA2c5OcV4JZNcrfQvaA+cr7lK+g7V7Ppcl9caUt15BPy5Yd/rWU4m0J2N9JQGq9G+4DGKx7Z/PhyOoGc1YhuHXIVWZh2Hb61CRtzXNJ5AhwSScfdXqa5HxTcx6Zd2V26s16kodEX+Ed81vy6p5NzEtiFnu3/AIymBH/jVS90ZvLluLlhNduP3j9mP9KqxMtUehWF4t/YQXQIxKgbHpVtMdsVz3h1NuiWy4wAuMA1rhlxwTXVDY4ZLUu7ecikaMsOlVQ8o5XkVIty6jlaq4hssJ54qq0fqvFXje46r+lQyzo/NAGdcWqkZUc1mSRujYIwK3wUI+8KrXEQkHGKYGSh2knP196uQzjbUUtsqj3qFAVPGaANVJ+KmWYdzWSsjdDUyv8A7VAGsJFPejcorOWQjvmn+cc96AL+Vx0ppQEcVXEoIG40/wC0IBtDAUAKY+adgYpizJ3bNL58eOv5UAPxilVQSKYJyekZ+pFPWV/7o/GgCcAbelRsQAQM5qMyynoVA9qidXbky4oASR2T71VpLhVHXNPkgiJ+eRm/GkEUOPliZqAKRmUtwefSno5fkIatvCzHEVsFOOpqVbafI3Mi/ShAV0hlfkKFHqalWJRwz5+lWvsqn5XO8/7JqVIool+UdO1AyoqEt8iZFWlt3fAkO0e1PeZUTO1Vz6nArF1jxhoOioWu9ShRx1jjO4mm2KzNzYkX3Bu/mazNc8QWXh6xa7vpQg58qMkbnP0ry3X/AI3AB4dCsirngXEv9BXl19rWoapfC8v7qSeQNn5jwPbFQ2UkdNrOqTapf3N7cHPmglF9B6Vzc4ykWfXp6VoTkPbJIh+WTr7VUdCYQe2e9YVNjWG5uaMdsFxkcDAFZxA+1MQf+WhyPWtLSRizuD71mxtuuCcfxmuHqdy2Hk5yPeiFcOOe9OkXhsDuabB/rOaye5Rt6eVk1GLI6H1xW75115pI+Zuxx0rB0wBdRiZjgVp3N5FBFzZXczhiCUr1sEtLnn19Wa0Nw4dVZh5p53MKdAjXF84D8mTtXJXOqXi/PHp0yAdC/WobbxHrSE+RByW+95ecV38xynbjfIj2kjg7W3Lk4qlJdW1u5FxMqj0J5Fc3DYeJdVbzJLt40XqCQvWpovCILE3V5kk85BOaV2M0LjxNp0cu2JnlA7DvRpviY3moJZQ2TK8oJznIAFW7bQNN0+MMYRJn+8OoqSxs7SLWbWO3hSI+W0hk74z0ppsDzab+H/gVW7EH7KlVGb5U/wB6rentm3X6kV4S2PWLlpJ5fiHTn/6ap/OveScySD15r5+OV1XT3x0lU/rX0GiA4PdlBropvQ56+xEGLbj6U7y849TUUxIkwh4HWpCTgMtbWMOgrRuBgZ4pqlk4YEZ4yacJJHAwwHrmqsto8rndO/HIxQhDjiIk9c1NDIsh2AjJqO1s0eMh2bjjLGrKR2yFViTBzgvVAYHjW0jv/BmqRSpuaOMyLgdxXzSYvujPbNfXDwJcwSWzqGScNC30Ir5X1W1On6vfWpGGt5ii59M1LQFjQZrSOV47rem8DbKnXjtXtOl+LNEuPDSWltK8N6ibRDjl/wAa8CV2jJaNgGQ8ZFbFh4ou7S6hcLEpVsM2wZxRJFRPX7a0ureOOF3Cggs0h4C+w9aDdywFoLWRgjAK0h+8ahtrn7faxzmRnEgDA54/CrMMaMwJHTtWEjpgtDT0+JLWFNoJduS5FXnxMjbuVOcmqIcttCnFWUuFjhIbGBkmknqVLY2/Dyv/AGYg6qMjFbMaRMMY+YV8zal481qy1+5fTL9lh38RdhXS6T8cb+ApHqlkkqjqycGuqOxxSWp7x5AI+VsHNHlMoOTzXnOnfGbwxdEedI9uT1DAnFdTY+NPD9780Gr2pDdQzYP607k2NwqduduagkUAfNFUkGrWVxxFexOO2HBzVkSJJ/ErfSnci5kukbdF21GYU5xIa2zEhHKrUZgjx9xcU7juYLWu4nMhqD7KR/y05ree1hYc5J9KgNnDu6GndCuY/wBmb/nrilWE5x5v6VqtZQehFRfZ4EPei6Hcp/ZyBnzTSiIZ+8TVswqRwvH1pcRLgYFF0K5AscI52tn61J5aEZKcVOGjHRRUoZCpJKj2FF0O5WRQPuxfgak8pxyI1B9qlUj+GlM6x/fZB9Tii4XGLFMRy/4U/wCylnGWqB9Xs4iS9zEv/bQVVm8WaNbqTLqUC/8AbQc0XQzUazjByTn6Gk8qBR9w49a5G7+KHhe0zv1IE+igGsK6+NHhyNj5STTHsc4FJsLM9KdIwMpGMH1pgcKg4A+leL3Xxx3FltLFsdgxrEvfjLr84ZbdIoD2OKXMFj6Ga5UABn49azL7xDpenpme/hQ98t0r5j1Lxx4j1LAuNSmUD/nkcfyrDlnnuWzPNJKT/EzEmi40j6P1H4t+HdNJWO4a4f8A2BxXH6r8c7tiyaVp67SOHftXjiqqkgLj8c1KkcjfdNJsdjpNW8feI9YYm41GVEIxsjbAFc1K7yvvkl81ied5JNS/Z5vapI7ZV5bG6kMIbbnLZ46ZpxPzd8HirC/KmOtRY+egC9aO4iMZOVzke1T3J2RLg9TVRAVXIp7OWCFugPNZ1FdFw3Oh01iunzt2JrPgAMufVs1pac0TaVPsf5vm+WsmAbJoz+tcUlY7otNFuTjcKZD99aWb7uaih3b1x61m4lHQ6V/x/rXTIRFnHmDJzmuc0CCa4vykcRkYDOPSutGj6hL/AKzyolz/ABGvVwatE8zEO0ilNIoZi5DA9M0R7ZrZthRVJ6qMGtBPD8TEtNes3tEKmW306GMMlpJK0f8AFMf6Cuu5gtTJWVVkIDsdvQdcmrFraXl3MJDayEHkZXCmtZr+TYEtIY1YjlggwKyrW9vl1VRcXU0oBICDgCrSbGWp9LnldRPcRwtnAVTnAqrNYz290JrGZZmQeW3mLgY9quxxxrOs7hmO8988VNcbEmdFyFfpTsB4u69G9GAqbTm2oR/dkIqKQnyzjpuBotG2NICepzXgLY9UsTyYuLNwefM/rX0TBGWjgkzwYl/lXzndhQlu4P3WzgfWvoOxkZ9OtGUMcwp/KuikYVtiRk2sxxx7VHFJyUbgU1r1ElMLyKGPQYphZR90E/hW7OcsdCWPA7U9+BuXrUBcyKN3UdqeHLjGMUIBUQEg7yOeRVhNgJC4A96qZ2Nmmr/rN46elMC/HOCVG5eG7CvnT4l2Cab4+v41yUnIlB+tfQSphdyL8wJNeM/GeLHiWwmI+eWAbj9KAPOcEMeenFROvIPfv7inFjz700knPB5pMadj1HwFqgvdJ+ySN++tSeM9RXXwlV3YPzeleMeGdT/srXIpWbEchCSH0FewpL8+c9AMf7QPeueasdVOSaLyPtzWd4s1Aab4buJ1cCRx5aYPJNXs5wyjNed/EnUd93aadE52xjc3+9RBXHN6HCAMx3E8nkk+tRFNzE1ODgYI6d6BtGa6FscrepCEK03OzlTj1IqYgGmtGoHFFyRYr+8hP7i5mjPba5Fa1r4v8SWTh4tWuFx2LZrEKik2r6c0XA7uz+Lvi624a+SVfSRK1Lf43+I0P7+2tpefpXmR5o/L8qLhY9aT476h0k0uFvoanHx1kx8+kr+DYrx5j37+9Nwc9B+BpBY9lX47KBzpB/76qOT46JJ93SDn/eNeP4PYnH1pMMM4JouFkerS/G65IwmlRj03MarN8adUYfJYW49OteZfMeMmlUMO/wClAWPQ5fjD4icfJDbqPpVKX4q+KJASLhE9glcU27rTlDY5JouFkdLL8QvFVxknVJE/3RWdP4m166z52p3D59SRWcBSMSB1NFwsiSW5u5Bue6mJPXLk1WAeST947Nj1NLnqaaOH60aj0AxDkgUzBD9amJxxTcUw0E6ZoI5yeaMUtMQgUA8AUx8njmnF+cY7U5FLjJoAZCpz0FXEcAY4qEoAOKFwDQBeVxj3peCc1DGeKmXmgBT0pqDL049KIz81AEuSFwKF+bIJ4o+XNMxhgAaVhrcsxzyWsbOhI4wQD1q3AxYISOTHmq1vC127gDKQjLVbhI/EDArjrb6HZS2HyZx14pbf5nXBHWmyfdA7UWpxMvbFYNGtztPBrCPVLmRjjEXHuc108dw00peUDg/KN3WuU8JxtNPPg/Lt5OK6UPaW+BMwLDoTxXr4RWhqeZiNZFgyvJccbUFOiTzxIH+UF8Bqw7vxNHZSMfOs41XofvGqo8Y2UMRcytO5OflXvXVdGUUbsvmRy+QzZC87hxUHm/6RFcxwtvDYOBXM3XjlpvkisVXuJHODWb/bWs3bkxXEwDfwxx5/KmpDsei3s0KW00u6NJOuGYCsF/E1vGrLeXIVAmVMfJrAj8Pa3e7ZZkwrnrK2D+Va0PgqzhUtfXrTMP4U4C0m2xHAyMRFjHfNXNI+zSPIJMFiOB6VUdeTS6ZGqXLkdSK8FbHqlrW4I0hjaBuA1e6aHK0uhae6n70Cn+leE6kSNMwOpavbvDTH/hFNLIPPkgfkTXRQMK2xrqLWNy8kStLngmlefzOsaqPYVSnBYGU/w063k3R/Meord7nOS7ogeRzThkdOlQOgIB5pEkYttGaYCsWaTpxT92cYwMdqWRSQP1pREgHymmBIJWA+UckdK8g+NMbnWdLckECHaT/teleom4ZJsdqxfGPhoeLdGW3jKC7QmWIn27GgD52PTkEcd6THuas31rcWN5NbXS4miYq2Kr98HrUgIBzjPB616l4M1tdT05bedybuAbSD1K9q8uI4IrQ0HVJNJ1iC6QYAba3uKmceZGlN2Z7bBL5KZkHyjnPpivFtfvRfeIL24DZG/C16rrN6sWgXN2px5kYdT2OfSvGx84YsPvHdmphGxc5JhgnmkORThTW61ZiwzQTkYpKKBCYpMU6l5oAZtpdvvS0UwGlD60nlkd6f+FFIBnSndqbg04ZxzQAClo6UUAB5FKDSUUALupDyKKKAGHgGmZ/eCpCODTSvzA1SYCmjBp4GRTtopgQ460gJzxU22lVAKAIlj3NkirAQIMAUqqKcQMH1oAgPXpTcHNTMKbQAqHFWEaq4p4OKAJ9+TTUOZMUimlTiTJoAn25owAPel7cVDISEIz1pDW50NlEIdEaUDDynDH1qpCMtUtldedoew/eifaRTYh82Mc1xVNzrg9B0owBRb8uvGR3ol4C0tsDvBXGB1zWXU1N2xi1JkKaY20MfmPpWjF4Q1C7ctfX5C+iNzVnwm7Q2VxtIA3Yy3Wt1BNcYWMH0O0cmvXoL3TzavxHN3Xg23FosdmGMvO55D1qG38E7mX7XdBSO0a13qaPqEkRYxHy8fKGOKWPTBCwFxPHH+OTW9iEc3b+GdJtWB8nznH/PU1s2wtoFxHGEx/DGnNXXg01G6zXDj+9wKa2oTxgi0iijcdDtyaOVhciWznum8zy329t/FI1lEshNzdQRoByN3JqvcPfyQu91dtvP3Qnasy00lPt7neZgBuJf1poTPG/7ftTn93N+Q/xpbXX7WCbe0cxHso/xrnKK872MTq9rI6q68S2U9qY1in3FgRlRj+dd7ofxc0HTdCtLK4tNSaaFSrFI4yp5PTLivGKKqNOMdiZVHLc92Pxq8OFCv2HVORzmKP8A+LqrH8Y9CR8m01Ijt+6j/wDi68ToqrEHux+NXhwqP9B1XOP+eUf/AMXUf/C5vDwJIstU/wC/cf8A8XXhtFFgPc0+NOgAfPZ6oeO0Uf8A8X/nFOj+NXh1M/6Fqpz/ANMo/wD4uvCqKYHuj/Gbw0zEiw1Tn/plGP8A2eol+Mfh5HZxaapu7ERRjH/j9eIUUAdR4o8RWGseILy+s4Z0gmxtWVFDA474JrBF0vGd3HtVWigC59qjP8LU03MZzw3WqtFKyHc66Txgk3hRdKlWczo4Ktgbdvp1zn8Kwft0X91x+ArPooshF/7bHn7r/kKmDBgGHQjNZVavlvEkayIykohwwwcFQwP4g5HsRSsAUUUUAFOGMU2ikAGiiigAooooAMUUUUAFFFFABRRRQAUUUUAFMkzxin01+lACoflxUijNRJ0qVTVICQKBQaQNjtRmmA6PHNABpgYhulSb+KAEIzTcU4nNJQA3FLil7UHrQABiDUitmoScdqYHyaALfm7aY84waYW+WoJHxnijcfU1NNmKDy88SDd+NbEC/OT3FcvbT+XOo/u100L74jL61y1YWZ0QFuh8y46U62UNvHfsfSmXAyUqW0wFYnvXN1OlbHf+CjAul3Ek8HmyCXgdBXT/ANqSHHlxRQY6bRmuR8JlxpbqBwz9a2ZJ4IH2ySIx9Er2aD9w8yt8RfvdTvXQRtK5z12nFQ5PlAZ/eHt1NVIQ0zlyWI/hHpV5gkUfnTyxQqByWbB/KtrmRA7zQIx8oqO561FaeeN05bK+9VLnxfo2nRuqXD3LHqoGQaxxr+r6yx/s7T/KjH3STgGjmKsdLax3c9yZ8ExjI/OrhmsNLUG6vYIyBli7c159nxHc3Dx3l81pH0wnANSp4XhklWaS+a5cc4l5BNG4HjFFFFcZoFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVv3syXMsUsbbl+zQJnBHKQordfdSPwrArTiBEKZ/ujpQAuTmloIwaKkAooopAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJSN92nU1hQAJ0NKpOCc0innFKBxiqQEitxTs5qNVIp6g+1MBV5NOHekGVOcUvAHWgAopm7mjdQAM/NIz0xiM0daAH5yKTAB4puSOlKDmgCQAHrxSNCDknpSE4AqWNHlAVWxQUiBITJOoiXH94+1dBY3H34uNvQGsuQeSBBAd2fvNT0b7NCOfm3c1nUjc0g7G5Ly2PSpIEJQgdagZ94WQHhhVu1YmMbRz3JNcDVpHWpaG/p3iC00/SPsztJ527kBetUJ/EbgnyrVV/2j1NWLLw3PeRpeXEoit2Gfl5Oa29P0PTIIWITzX6ln7V7FCPuHm1PiOObVdWeVhDcS4boFU/zqaPR9Y1Nw0nmE/wDTVzXaCCCIhI/LD9flHX2rX020m1C2lRbaWJoeAJBjf75rayIOZ0Dw/a2sxTV1C8bhJ1X/AHfrW09wls7RWaFICflGOQK2brws11Zi2nuoo8uHA3dKilg0fSUZL68M0n9yIZJp2Qyqlj9th8sr5hYdWHSoI9FIgMMabiGyzHtWg+q2Vrp7TQ20iIOjSviuXuPEeo3cQjgk2ofvNGvOPrRsQzwSiiiuM2CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK1Yz+6i4/gFFFJgKTzSUUUgCiiigAooooAKKKKACiiigAooooAKKKKACiiigANNPSiigBiffqUdaKKYEmfalVvaiimAFs9qjZjiiigCMsaA5oooATOTTxRRQA6kzzRRQAp+7TgzIRtYjNFFAy5FiPnGSe5qGcl2Kk8UUUMaNO2lJto0x071qxEbc4P50UVxv4jojselaHKJNCgg2AKFHIrYs9Ety2XaRlI5UHGaKK9Kn8Jyz3Ld/NYaRZs9tpyF1TcGd84P5VycviLUrhhIbhlyOi9KKKOpAy3u5rgFpJHY5z96nyXqpOymBWOfvE80UVpHYBZ7n7Zos0MqAqW9elc7/Z4iugkEzxqRyOuaKKtCP//Z", "path": "002913.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002914
Men Tshirts
{ "bytes": 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", "path": "002914.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002915
Men Tshirts
{ "bytes": 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", "path": "002915.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002916
Men Tshirts
{ "bytes": 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", "path": "002916.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002917
Men Tshirts
{ "bytes": 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", "path": "002917.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002918
Men Tshirts
{ "bytes": 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", "path": "002918.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002919
Men Tshirts
{ "bytes": 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", "path": "002919.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002920
Men Tshirts
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", "path": "002920.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002921
Men Tshirts
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"path": "002921.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002922
Men Tshirts
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", "path": "002922.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002923
Men Tshirts
{ "bytes": 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", "path": "002923.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002924
Men Tshirts
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", "path": "002924.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002925
Men Tshirts
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", "path": "002925.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002926
Men Tshirts
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", "path": "002926.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002927
Men Tshirts
{ "bytes": 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", "path": "002927.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002928
Men Tshirts
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fR9ZubBtxWJyEY91P3TVHtXWmmtDm1EHWnU2lpgLS9qbmnZoAWgdaSl9KAD0paTvS0AITigH2pGpM8UgJKXtTaWmIWikz6UUALRmijNMBaKBSUgFJ56UmaKKACjvSE80maADNJnnFB60GgA70lFIe1ABSH1paSgACs+1VBJY4UDqf88V754c0mLSNIt7WNArKo3nHJY9SfxrynwJpX9peJEkdcxWi+cfQt0Ufn/KvaYcYGOR2rmrSu7I3pLS5ajODn1pxGCajGQvvUu7eqsPTmsTUSikJpN1AD6SijOKAD8aPxpM0tACUUUUAJ3paKKAEopaTFAC0UtFACUYpaKAExSYpTxRQAlIaWkIoATNLmjFJQA7NKKj5oyaAJOKKYG5pwOaAAigDNGaenHPagBkmMgDoOtRSAEU8nOSe/NRt0oA86+JGhG4tY9WgQmW3XZMB1Kdj+BrzDNfRN1Ck8LxSAGN1KsD0weteBazp7aTrF3YuD+6fC57r2P5V0UpX0Mai6lOik7ClrYzAUo60UoOKBDqSlzxSUALijFFFACE4FJmlPWmHrQBNRRRTEGBQKKKAFFFJR2oAWkozxRQAUUdqDQAUlFJmmIDSUppM0hiUDrQTRmgBPxo57UZpCTjjrQUeq/DiwFvoL3ZX5rqTIH+yvA/XNd7HwnvWToVmLLS7K0AwIYVU/XHNaRJSUc8GuGTuzpSsiZJMnBFSI2HMfY81WkPzq479aezEFHHY0hk/fNB4pX55qPdtOOtAEgNLn0qHJ7VIvTmgB3HvSUUYoAXFFHNFABiiiigApKWigBB1p1J3pwoASg0UUAJSUtGKACkoFLQAlJ+VLRQA3FFOpB96gCNlI6Uqnint3qM8UAP60skoigJNNBFVZCZbgRjoOtAEyszjJ4BpcUp6Y9KTNAEbpkGvN/iVoweGLVoU+dP3c/uD0P8ASvTDWbq1jFqFjcWcwzHOhQ+2e9OLsxSV0fPnb3oFS3dtJZ3c9rMMSQyMjD3BqEcV2nLsOopO9LQA6ikHFLQAtGaSlBz2oAQ02nHpTc0ATUUlApiuLRRRQAUE4o9aO1ACc0Zo70UxBkelGaKSgdxc8U3NLSUgAnFJnNLTTxQAppuaCaSgAq3pkP2nVrOEjIedFI9s81U6V0fgbTH1HxRa/wDPO3PnO3sOn6mlLYpbntsC4j6deaSUErnuKlj5XHemsvy1wnUREjyw3anbw0Bx2qND95O1MRtpKnvQBoK26JT7U0/NTLY5hA64qYDFADBxUg5qN+DTkNAD6WkooAWiiigAoopCaADNApOhoFADjQDSUooAdikpaQ0AJSE0pNNJ4oAUGl7U0U6gBueaUmkPWigAzRRSUAITSZoJ4poNADuACaq23LPIepNTyHbEx9qitx+6GaAJic00cnApWO1TTV4HuaAH55xUcihlNPHWkjOT+NAHjvxG037Jr0d2qgJdp85/214P6Yrja9a+KFlv0GK5Cg+ROvPoG4rySuqlK8Tnno7Ds80tNpa0IHUUd6KAFopOc0poAQmmk4pxqMmgCxRSUtMVgooo70AKelJ2pBQelAC0dqTtRzQFhaSjNIeaBAelHag0meKBhTT1oJozQAUUho/GgYHt3r1z4ZaT9k0SXUJB+9vG+U/7C8D8zk15PbW8l5dRWsQJkmcRqB6k4r6I0+1Sx063toh8kUaoPwH9eawrS0SNaSJozhyKWQFcYprHuOtSDDp71zmxUJ2vnpUcvD5qWYdahb5kz3FAEtlOMuhPINXA+41hq/lX6nPDjB+vatVH6HHPegCwxFOTGKYSCoxQvFAElFIKXNAC0UmaM0AOzSfjQDRQAYoHFFLQAh6UClNNHWgCQGmk80Co2PzUAKTSHrilBpAOaAHClo4ozQAlFGaSgAzTSeKCaYxoAXPFNBqPzgoIIpBOvrQA64P7gj1oiGEVRVeecb4488satB1x8tADZWwQtPwEUc9aijG6Qt2pw/eS/wCyKAJBnYTTYzwKWU/KFHHrRH1AFAFPWdMi1fSrmwmHyzoVB9D2P4HFfPd1by2V3LazjbLE5Rx7ivpN+R7V5P8AE7RPIvINXhXCTfu5sDowHyn8RxWtKVnZmdSN9Tz+lzSUd66TEeDxS0z8acD0oAcKDSelLQAw9aaacaYaBFmikzRmmIWk9aKKACiikoAXNJmijA65oEHakzR3o70DAnikoNJmgANJS0lAxOtGKDSDrxyfSkB2fw10wXfiBrx0zHZx5B9Hbp+OOa9kiO0Fe1c54P0H+wtChgdf9Ik/ezH/AGjzj8K6IDjNck5czudMI2VgkXHIFRoxVqsA8YqF0HUVBQSqGG4CqLcE4P4Vd3lRjGRVaWMN8y9KAM27H7vcvVTmr8E4dVcHhgDVOdTtIqPTpP3bRk/Mhxj27UAbqOCtOB5qhHOFPOKuJIrD5TQBMGpc1Fu5p2c0AOBpSaZ3oJoAeGOfanE81GvWn0AOFLSDmjpQAp6U0dad2ptADqhY/NU1QP8AeoAWnA00dKMUASZpKaDzQTQAtFFBIAoAjLDNQu3NEjYNQs/c0ANc56VAzFeM095lqu0gJoApTzs+rQwofupk/jW5GUVCFOTjmuQ83zPEEpLYUsAPyxXUwlViwM4oAtAlYsetSxL2AxVeMmUjHSrf3E96AIpWy2BUkYIAFRDlie9WIxxQAr4xWRr2lRazpNxYS4/ephWI+6w5U/nWuwyaicbm+lAHzbPDJa3ElvMu2WNijj0YdaYOtdx8StDaz1ZdViX9xd8OQPuyD/EVwwrsi7q5zNWdh2KWkpR0/r6VQheooz270ntS98UAJ2NMbgGpD0qNueKBE5oHSkpaYhaPrSGjNAB1FBFBooASg0GigBKCTQTSHkUAFFNzRk0DCg0UmaQBXQeCtKj1bxTaxSkeVHmZlP8AFt7fniueNWLC/uNMvoby0kMc8R3If89j3pS1jZDTVz6QRcjnt3p5jPUVxfh74jaZqixwai62N50+c/u3Pqp7fQ/rXaoVkQOjBlPRlOQfxFcbTW50pp7Ee1l70hz6VPz6g000hlU/e5FMkynTpVlgD2NROq45yKAMy4YEdKy4p/L1aOJcfvEfcPoMg1qXS4HB/OuahulTxjYwthhMJI/oSuf6UAdEeTx0qxaMRIOTikayKvlTxT0iMZyaALnQ5zTlbHPWoNxp27FAEuc9KUZ71GrVIOlAD06k08U1RgUoOO4oAkFH1pufenDpQAhpO9KaSgBc1C/WpqikoARaWmrTu1ACUZxQTSE5oAcDUUrcVJ0Wqlw5HSgCJ5Dk1XkbeMZNDFjxmmN8vFAFblWIzQZNp5IpXRjyBVO63pExPULxQBz2m3v2uYy/8tEkaN8eoYiu4tzvRAWxXlWm3B0/WsSN8lzJg5/vc4NenWjgopYcEZBoA24tsa5BGaR3ZjxVZHU9Ksx7iOBxQAqgDpU654xQkQ6mpQAKAI26YA5pBHgZPWpu3Q01yFGSQAO+eKAMXxBo8WtaPcWD9ZVyjf3WHIP518/XFvLZ3MlvOu2aNijr6EV7H4n+Iem6Yklvp7JfXoGPlP7uM+56H6CvHru6mvruW6uZDJPKxd3P8RrekmY1LEQpe1NzS5FbGY7tRmm9sUp5PpTACTimtSnOKaaAJxzS0g6UUyBaO9FFAxM8UUUHgUAJRR1pDQFhT0pKKDQAlGTSHIpCcUDFpppTSUgG5ooJpuaAHbsdDxW/oOralpsBayvZoAWJ2q3yn8DxXPVs6ev+hp6nmuPGS5YXR24KPNOzOug+JGvQDbMttcj/AGoyp/NT/StKH4q9rnR3z3MU3/xQriPJ3ZoW0DHBAxXnKvNHpSwtN9D0iD4laJLjzobyA/7UYYfmDV1fGnh+VcrqG32aJx/SvMktEAyQKeyqowBiqWJkQ8HHod7f+LNGjjZlvhJxwqIxJ/SuI8J63N4h8XDUjF5drbz+XEuecc5JPrzWJqchis5pSfuqcV1vw40VofD8crL8zuX5ropTc9Wctakqbsj1AYx1qGVvSkh3ywEg/Op5FRsDnDVqYEgyR1pcGo1OKsKARmgBE9KsKOAKYi81KBzQA8dKMe1FA60AGeelPU0hU4pQMdaAA0gpTTR1oAdUUlS1E9AEanmpM8VEOtSCgBCabSs2OKbk0AOY/LVR+TVhjVeTgGgCuR1qEje/sKsOGPQc06KDbz3PWgBgiAQms2+QGNjkYANaly4jjrKuvmtJWPpigDyjxRMba6gKcMsnmD6r/wDXr1TRrpbqyt7iPBSZBIB6Z615F4xfGtLH/wA80Bx9TmtTwh41GkQx6ffRM1qp+SVOWTPYg9RWjh7qaJUvesezREcdAKuIV+orlIvF+gxxgtqCAY6eW/8AhVO6+JWk24ItLa6u3HcJsX8zz+lYucV1NVTk+h3yn8KgvtSstMhM19dRW8YGd0rAZ+g6mvJNQ+Iev3ylLQRWMZ7xjc//AH0f6VzFwLm8lM9zNLNKerysWP5mspV4rY2hhpN6npmrfFKxiLRaTaPdsP8AlrL8ifXHU1xOo+J9Z1qQfbLxvJzxDGNifiB1/HNY6wHvUqx44rCVeTOuOGjEyJ08qd4+gRjtHtTM1a1NcXYb+8oP5cVUFexSlzQTPEqR5ZtDhS0goBqyB1L2pKKAFPSmEU40zNMCfsKWj/GkpkC5ozSUUDFpM0UZoAQ0UUUAFJRmkzmgBKKKQ0hifXrRmlNNNACZptLTTQAHoa6KyGLeMei1zvfFdPbrtRR6AV5+PeiR6WXq8my0iA/jT0X5iKRWCqDTg46mvJPXHY+Uk1WlzU8kg9az7m5Cg5NVETMvWX3xLAOrsB/n9K9v0KwWw0m3hA+4gH6V4PbP9u8QWidVM8aY+rCvo5E2xgDivSpRcYHkYiSlMjt2EVyy9mq3Lbo/PeqUykFWHrjNXbeYPGM9Rwa0MSH7NjpUiQhfepzTScUANbjAxSig4IoFADqcOlIBxS4oAPpThQBxRgUAIaaOtONNHWgB1RtUlRtQBD3pc4FJ/HS96AGA85pxNJTec0AONQS9DU2ajkGVPvQAyPp+FSE4HtTAwAAqrdTEjy1PJ/SgCB91zP8A7IPrUd6uYmQDC5A/SrsKCNOOMCq8mDEzHu/9KAPDfFkm/wAT3wGcI4j/AAAH+NY3061a1af7TrF9Pn/WTuR7jOP5AVTHWutL3bMwb1udbpswuLRGPJxg/hWiLdCM7RXNaHcbXaI/WunjclRivFxEXCbR72GmpU0wNqhPSo3tgBxVpTnk80YDGua7OhGe0GBURTFaDoKpycZxTTuJmRqq/LE/uRWcOla+oKDZMT1Vg1ZAr2sHK9M8LGRtVY6lHakBorqOQcOlKaaOlGaAF7Uw0/I9aaTTAnooopkCUdqDRQMKQilo70AJjik5pxpKAEPSkpaQ0AJmgmikNIYlJQTikoAKaaU0lAx8a7pUX1YV1MYwg9K5mzG+8iHoc11ca5jHNeVj37yR6uXR91sidyBUYm9WpZwQDWdNI0ZBJ4NcFrnpsuSzY4zWJqF3jPNTz3Q2kkisS4cyyAZOCa1pRu7GNSdkanhhN/iLS93VruMn/vqvpLbxXzl4WG7xXpK/9PSCvpEDLfSvUmrWR4qd22V7pf3a47VDG+xs+tWZxlTVQcZqCjQV9y0jHpVeCQ52mpmbigALUBjmmZzSZoAsqcin1DG2PephQAc0mDmnijFADT0pMUpOKb3oAdUbU+mtQBAfvUo60MMGkoAXFNK08UpFAERGO9MPIqxs3Ux4goznHHNAFCWTaDk1BCNzGRh16Ukj+bIV7VKg7CgB5PyMfQVnapOLPRJ7k8GKNn/JSf6VpONsLD1Fcn8QLr7L4Ou1BwZdsQ/Ej/A00rsT2PE85Az1FKOlNzTgeK7DnLFnL5Vwjc4zzXY2su5K4cEiun06cPCjZ7V5uOhqpHqZfU0cTcU08VXjfI6inmUetea0eohZCMVSc/MasuwYYqu4Gc+1CApzJ5kEydcqcVz4OcY6Yrpf48+p5rnGXZKyf3WI/KvVwMtGjx8fG0kxaAOaTvS13nnDhS8UgHFAoAMCmtS00nimBZ7DmikpcYpkCGig0UDCijtRnmgBD1oopKQBTTxS0h6UDCkzzR2pO9ACGk70ZpCaBgetNpTTaALulJvvQT2UmutijyMVzeiR5lkb0AFdZAPkGRXiY2d6lj3MBG1K5UuIQyEd+lYF0pAORwK6i6i3KSByfTtWBPGd7p1BHFc0WdsloYNwpOaphMNzW6bbePu8YrLuEwxIFddCXvo4sRH3Ga3gxPM8aaOv/Typ/Q19GKPkz6189+AIhJ450wH+F2b8Qpr6Gx8oFehV3PKhsRMMg1VxhjV1ulVmXmsiyEjawNW0QOoOarkcYqa3b5dvpQAPFt6U3HFWCd3UVC1ACKTVhWO2q3Q1Ijc0AWA3FHNIDkdad2oAaaTvSmigAprU6mmgCF+lNJ5p8nSo+poAeDnipQBxUS9anA4FAAcKKzdQuM/IKtXM4iUmsgZlk3NQARJ3qwoxQqYFPVc9qAEf7hrzn4p3G3R7KHP+snzj2AP9TXotwQqGvJ/ipM32jTLcnkRvIR9WA/pVw+ImXwnn1KKbThXUYDhWnpU21ihPHWswVLbyGKdW7VhiIc8GjfD1OSomdeknyZFJ53zVVgkV4wQaeOXrxWj3+xdVtwpHB4NLEcrgDFOkU4qCik3X3zWHfpsv5R2J3D8a3nILE461j6qP9MVvVBXfgX755uYL3EylSg8UlL2r1TyB3vS5pO2KUUAHamGn9qY1MCxS02lHamQHeilxmkzzQMKSlo9KAE7UlOxSYpANpM07FIVoGNppp5GKaV96AG001IVphFAxuaSnYpMe1IDe0FALd29XrpYDnAyK53RP+PMf7x/nXQwEjBAr5/Eu9Vn0eFVqMSSZcoTWJdx4bcBW+43Lk/lWZdRjJAFYo3ZlAgI3A6Vh3IyOlbU2UB446VlXMeFJxXRTdpJnNVV4tGx8OEL+O9Px/CJGP0CmvoHmvAPhtKIfHdnn+OOVB9Spr39TkZr1am540RGFQMvJqyaiYc1mUVyKSNtkgNSstREUAX8BueMGmPGB0qO2lyNrdRVnG4dKAKbJg0mcVYZPaomSgBUbjGamFVTkU5XYDpQBOaSm7j6iloAUCg9aUdKQ0AQScmmU+TrTO9ADk61OSAmTUCfep0pzGQKAM2UtcSkknbninqgUVYSLatNK/NQAwL2pwwtGGHNRSFiOtAEM2ZZgo5Ga8h+Kjj/hKoUzny7RBj6sT/WvZYICCXPJ7V4H47u/tnjXU3DZVJPJQ+yDH+NXT3Im9Dns4pwpuQcUtdJiPFKOTTaWgDY064ZUAYk9q01fc59KytLhMkRx61siLZjHevFrpKbsfQUG3TTZo2kZaMEippYyVqS0j4Ab0qeRFVDxXK2dKMCZSprK1ZD+5k9iv9a3rsAMfasbV/8Aj2iP+3/SuvCS/eI4car0zJFLTR1pa9o8MdmlzSUuOKAFprdDS0hoAnoxRmjNUQLSYzzS5zSZoGGKPpRzSd6ACikNJnikAuaTNGaaTzQMCeaTdSHNJQApPNNJHajp70lAxM0hJoopAb+iH/RVA/vH+ddLDytcxorf6L/wM109sRtr5/Er96z6PCv91El7d81VuVBBPWrgHJIqGRMrgVgjdnO3i7SRWbcf6tvpWxqCgMSD3rEuW+Q49K6IGNTYv+Ajt8c6Z/10P/oJr6GhJaNfoK+cfBsnl+NNJJPW4A/MEV9C2MpwY26rXqy6eh4i3ZdqNxUvamuKgZFjNRslSiigCpkxuGH5VoRPvQEVUkSkglMT4J+WgC8eaYy1JkEZHSjrQBWK00ipytMK0AMWnDrUZBFOHTrQBIDQelMGQacaAI3+6TUIHc1M/pUZ9KADNDn5TQtOIBGKAIVc9KVhzmn+Xg8CkagCMnqKYE3mlapLcZNACylbeBnbhUUsfyr5evbg3d/c3LdZpWk/Mk19EeOr06d4P1KcHDmEov1bj+tfOHTjrjitqS6mdQcOtKKbmlFbGQ8UopopyjLBR1JxQ3ZDSu7HUaHCq26Fhwy5rTCh51AHAqraqEt40HYAVpWkXzZNeDUleTZ9FTVopF+IbUHTFJOeuDUirwKgnHBPasGbIybnlsn1rH1bi3iH+2f5VrXPLfjWRq5/dwD3J/lXXhF+8Rw412psy+9L2pKWvbPEFFLSCloELTTTjTTQBYzRmm96XNUQLml702igaFpKPWkoADSHjmlPSkpAJTT1pewooGNpp60402gBKSlpO9AxKSlNNoA29FYGCRe6v/SumtGytcho0u24eM/xrn8q6izfjk14eMjao/M97ByvSXkayD5e1RyYVWJNOjbI5omx5fNcaR1swL8AZrmrxhlgK6nUVwCcVyd19566aW5z1XoS+HZxb+JdLl/u3cZJ9twFfR7p5UwkHYkH3r5ghcx3EbjqrAj6gg19Rv8AMg+lepU0djxou7ZaU5XIpH6ZqK2k3JtJ5HFT4ypqCiIUYFIeDTqAGEVA8eatYpjqCOaAG28uDserQ6VQYYYfWrituWgCQ0winUlADCtN2ipe1MPBoAbQaU/WmmgCNjmm04jFRlwD1oAcOtO/Cow4pd4oAkzSHBNM3Uhf3oAZLgcVNbIQucVCFLvV1F2x49qAPNvjHqCw6DaWQbD3E+5h/sqM/wAyK8U6/XvXo3xhS4fWrK5f/j1MTRpxwrA5Of0/KvOe9b0tjGb1FHWnU0dKcK0IHDrVmxjMl4g7Dk1W71q6IgM0jnsMVnXly02zbDx5qiR0NuuZABzitqBNqisyxiJ+YjrWwnC4rwZPU+gSJCcc1VuGG0+9WTjAz3qhdEr34FQizMuG+f6GsXV3zPGn91efxrXkw8u33rnbuXzryRx0zgfQV6WCheVzzMfO0bEfpS0lA616p5I4UZ5oo70ALmmnNOxTTQIno70ZoqiApSaM0ZzQMSiig0AJRRmkJoAKSjmkpDEpKKKAGnpTTTjSUDENNzSk0lICxZSGO+iPqcGustnG/jpmuLDbZFb0INdfasCoP6ivMx8dUz1sul7ribsZ4AHenSDEYJqGBsgHHFTuNy9/avMtqemYepdDk8Vyd30auu1NcxE9xzXIXf8Aq8+tdVD4kc1fSLJfD9l/aXiLTrLGRNcIp+mcn9Aa+lWyQeOO2a+dfBUpg8aaPIBnFyOPwavo5SHjBr1Ku540NitCSk5GeDV8djWfKNjAirVvJ5iY71kWOlXBzTQamI3KQarn5TigCQUpWow4qUEH0oArTcc0+BqfIuQagQ7WoAuUtQmUItM+1jPTFAFjA9aRhkcVCLqOl+0R+tAD8Y6imEjPtUb3QPABpomU8UANlf5iBUPWrCx72zTzGo4oAqgYpanMeaPKFAEOaUDdUojFSogHagBIo9ozRcSGOFiOvQfWpsA9az9QlKyRp75IoA4vx7pX9p+Erkqu6a2IuI/qPvfmCfyrwyvp+SBJY3TAZGBDD2PB/Qmvm/WdObSdZvLFgR5ErKvuueD+RFa030M6iKI606m96ditjIdWxoo2wzMOrNj9Kxh0rf0RM2/1fNc+LdqZ14JXqnVWUe2NfpWkABziqlqpCjiro469O9eIz3EQuQCR+VZ12TzzxWjOw247isa5cjPFCGZ9xJsiklPGF4rnASTk8n1962tSk2WJX+++P61iivYwUbQueJj5XqW7D6KSnAjFdpwi96XrTacKAE70Gg0HpQBLil6daWg81RAn0ooooGJRRRQAlFBooASkNLSUhiU00tIaAGnrRQetIaBiUlBpKQAea6fSpRJaRHPOMH61y/rW5oMnyOn9xs/5/KuPGwvTuduBlapY6u2YhBjrVosduQaowN+lWw2FxXjdT3GZmpL8je4NcdfDEK/UiuyvRlCua47UhhFH+0a68PrNHLiv4bLPhFgvjDSCxwBdJ/UV9JwriMCvmDRJfJ13T5f7tzEf/HhX1EmCCa9KrueNT2IJFG7nvURUwyBlPHpVmZeMikAEkf6VkaEqsGUMDxTZY9wyDUETGF9jfdPSrYORxQBRb5frSxzYPNTyQ9TVR4jzigC2HVhTGXnNVA5SpRNuFAE4UFelNeEMOlPjIIp9AFB4GHQVGUcdq1CBTTGrdRQBlEMOtGSK02tgTTPsoIoApRzshqwtyCeaU2XNAsfegCQSK3RqXOetJHaBTy34U+RQpHNAAuDUgFRJwwzUhbGTQAM4HWsm6Je5JPQCrU9wuTVF5NzH3oAsRnpjivIvi3o7W+rW2qxr+7uVEUhA4Dr0/SvX4OYxXH/FSEt4LlYJu2zxtn05xmqi7MmSujwvvTu1JS10mA4cV0+hxkQx59M1zA5Fdno8O1UHoAK4sa/dSO/AL3mzo4UAjHXmpWPynFJGuFH5Uk7bOM9a8k9gqXMmRx1rIumz0q1cOQzAVns++QDHGaqKE5WMnV3zIkWfuruI9zWcKlu5PPu5X7FiB9BUVe9QhywSPna0uao2OpR1pO9OrUyClApKWgAyKDRR19qAJqKO/SjrVEBSZ5opQKAQlFFFAxKSiigBDSUtIaQxD1pppaQ9KAENNNOPFJQMb2pKU0lIBK0dFlK3jJ/fU/mKzqmspPKvoX/2wPzrKtHmptGtGXLUTO1jkK8561oQfOhz6VlxEbfatW0ysJJHWvBeh9GtSjerhT71x+rrtx/vV294gcE84FcfrSYQn/aFb4Z/vEc+KX7tmLG5jkWQdVYMPwOf8K+qbCUT2MEynIeNWB+oBr5Uxnp9K+lPBV2LzwdpU2etsin6r8p/lXq1UeLTN5hkVFHwxWpqgfKSZFYmgs0XGe4ot5Cw2t1HSpR8y/WoJEKtuXtQBaIyKieMU6KTctONAFOW3yM4qqytGehFapqJ4w4welAFWCXHWrikEcVnyxmF+AcVZglyuCaALGKWkzRn3oAXNG6mE4pN1AEm6k3VFvHrTDJQBM0oHeoGky1N2kmnhQO1ACb8DNV57pvur1p08mPlXqaZFbgcsMmgCv5bucmpFgAxxzVwqAOBTGIAzQA2EYGMd6yfGtj9v8HapDtyfs7OPqvzf0rYgFTTwrNbyRMMq6lSPYjFAHynnv60oqS6ga1uprdhhoZGjOfUEj+lRiuuOqOZ6E1unmTxr6sK7zS4/lX864zSYzJfrxnaCfxr0DT4tseMV5mNl71j18vjaDZfT1PSqd3KNnb8qtM21DnjNZdyxrzz0ClI2XJ4rNvJfItJHzyflH1NXpTjOeDWFq0++ZYQeIxk49a6sNT55+hyYypyU/NlDPFA6UCivbseEOpRTacKAFpe1IDS8UALSN0o70hoAmoFH+celAqiANH40UUAFFJSZzQNAaKM0UAB6U0nNKTSE0hiHpTT0pTTTxz2oAQ0lKaSgYh6U2lNJSAQ0AkEEdQaO9I3Q0pK6GtztoG3xqR/FjFbMfO3A7Vh6Yc2luT3jH8q2Y2GOnavnqqtJo+lpO8EyO7ztxXJa4v7hj7iuvn5U9+K5XWkzayjuoz+tXh376IxC/ds5sj0BJzgAd6+lPCFgdM8L6bZnho4Bu+p5P8AOvAfC9h/afifTrU/dacO/wDuryf5V9JWSnyM4xyR+tevVZ4VNFkmmuuUPrTmU7aQGsjQSFuMHqKc67l4pjAo24DinhhjI6UAVgTG/tVhX3CklQMMioFO1sZoAs0hxSBs07rQBHIgZOapYMT1o1FLGGzxQARuGXOaHcjgVXT5GqxxjpQBE0jdhimgsTUxAPtSACgCPYTTsGpCcU0uAKAEHFMeQLUbzelQfMxoAmBGSzcmg3AJ4piQOamS1XJ3ZzQAwSluADikbLcYq0IgucVGsfOaAHQpgCpu1NBAGKZI+xCxPAoA+d/HlkLDxtqsIGFaXzVHswB/xrnK3vGupJqvi7ULqPBQOI1PqFGM/ic1gDOc+ldK+E55fEdD4dgBLSkdTxXbQjZGq47cVgaFaeXbRAjoOfrW+7CPPPbpXi15882z6DDw5KaQk8u0fX3rMuJM7T3qeWQNznmqE7g8elYrc2KtxMERpGHyoCfr7VzLuzyF2OSxya1dYmKRpAuMsdzD27VkYxxmvYwdPljzdzxMbV5p8q6DweKO1NFO7V2HGLSikpR0oEKKdTRS0ALQeKKQmgCakopaogKQ0vaigEJRRSUDDtSUYooAKSjPIpD1pDEpDyKUmkoAbSUppDQMaaQ0vakpAHFJx3ooyKBnZaaMWVrn/niDWgk2ZOPwrJ0ifzNOtufmQFD9RWhHw4PSvArK02fR0HeCLLs3rge1Yes27tBK2OqngVsyvnrxTZIdy4PORWcHyyTLnHmi0ZPwziD+LlkbkRQSH8ThR/OvdLW62Extxk5FeMadbjQ9RkvbQHLptZe33gePyr1DQr5dasWuERk2NtOR/F3x616irRqPQ8WdCVLc6QMcZ7UoweRVSGTa4hY5YjKn1FWFODiqIJCMimAY4PSpBTSMmgAXng1HLHhs4qVhnmhSGGDQBWD4p6SA8ZpJEwT6VCVI5FAFsHNL1qkJGHBqSOcdDmgB0sWRkdaRWJBB61JuDCmEgcigBGLGheOop4INLjNAERqCRieBVho2PAoW3xyetAFZIS1WEt8VOqKBTsYFADVUDtSsmeRwaWl5oAi+YdRSZ9Vp5PNB5oAZwR0riviJ4mOhaGY4Cftd0THFj+HjlvwH6mu2kIjQt6DNeFfFOe4m1u0WRWESwsUPYsW5/ktVBJysTJ2RwmSx5yT7mrFjF595FH6tn8qrVueHbbzLln25wdoq60uSDYYeHPUSOysY/LiQ47c1LckqV9KWIbVwar3bEg+1eI3c+g2K8jhqpOct2A9amdqzNVn8mybB+aQ7B/WtKUOaSXcyrT5INmJdTm5upJT0J49h2qEDmj+VLXvRVlY+ek7u4velpPWl7UxDhS0gpR0oELS0lOFACUhFOpKAJaKWiqICkopDQCCilpCMUDDNJR2pKAEoJoo7UhiGmmlNIaAENNPSnGm0DE7Un4UvY000AJRRRSA1vD8xW5eAnKuNwHuP/rV0wYEn2rh7aY291HKvBVhXaqctnI6ZrycbC00z2cBUvCzJ2XcOTUik7cZ6CmKCeM1PtxGAq7mYgBR1J9K4Vqz0Gx1nD9qukhAbJOXYDO1e5r1TSo7JNLjj0/b5AHyle59/euT0zSv7NtNrkC5m5dgM4/2R9KuzzXFnEXsnKTKM4xkH6ivRo0uRa9TyMTW55WWx1EAIbaeg6A1O8fGRWNp+spPErXMfkuRyQcrn+Y/GtqKSOWIPG6up7g5rY5xEOR7ig9aVl5yOtGPWgApp4anYpGGRQAuA45pvlDFIpK1IGyKAIXhVgeKgkgK8gVdNJ1FAGcCwPORTgSwxirbwrIOlVZI2jOe1ACqxU81Krg1W7ZFM3sGoA0BSmqaXBHB/OpVuF70AWBS1EJ0oMymgCTOKQuMVEZRTC+eM0AS55p4FMUHAp5OKAIb3m2YAnkgVw/jPwc/iTTQLWSNbuF98Yk4B4wRntmu2nO6Mr71HuwB60LQD5j1LSr7R717O+t2huE5Knn8R6ius8PWfkWyFh82K7j4l2sEkOkyPGrSCdgD3A2nisCyjVVKjgEVzYus37p3YCileZNJgJngVSuMeU2TUs7qDsHJFVbl9seDXCtT0GU2Y7iB2rn9al33gjB4jGD9a6JMbC56Dk1x9xL59xLKP4nJrvwUOaTfY87HzslHuMApw6U3JzThXqnki04U2nDrQIUClpBS0AA604UlL07UALTSaWigCWik70tUQFJmiigYd6Q0tBoASkzzS0lACUUGkJpDENNNOJpp5oAQ0hpTSHpQA2m07pSYoGJRRRSAaehxXYWUwlt7eQd1Gfr0Ncf2rptE/5B0RPQOwP51xY1Xgmd+AlabRuxkM3Sun0HTgcX045X/Uqf8A0KsPRrT7ffYIxEMs49umK7fcqqFAC7RgKO1cmHo395nZi61lyIecv84JO36VBOWcKRu2g5x1zTjxGfm47c96RY9zDorHqMZrsPNHwAqu1BnjPHNNLSQSedBI0ch6sp7+47/lTid0eC3GcY6fqKaBtUgZbJ6elMCeLxRPa4S/tjMg/wCWkI5HuVP9K27DVrHUf+PW5jkOM7Tww/A81zI3EMg+YdBu5FZ19pcUygonlyryGX5SPoRzSGejjBHAzQQMdK8utfEuv6RKY3mF7COdlwPmA/3hz+ea6ey8b2Uqj7bby2jd2Pzr+Y5/OkB05QEcdaZhhUVrqVjerutbuGUdcK4z+VWT0789KAG5NFPGMH2pceooAiBwaY6h8g1NgelNKZORQBQkXacUzaT1rR8lX5PWlECjsKAMwxmm+WR3rX8pPQUnkp6UAZO1qcFPvWqIo/SjYgPCigDOVGbsasxxEckc1Z4AwABRz/kUAMxjrTDjJ5px5PUYqvcTw24JllWMf7RxQAkj4UgcVASFUvIQqgZLHgCsy615FOLOB53zw7fKg9/U1SuWluUX7RKJGHO0ZCD8KYGd40ddTtbaWAfuraXJY5ywIxn6e9cyj7Bx2rtZoI7i1lgOCrxlfzrz8yFAQ3DDgj3FcOKjqmelgpe7ykjktNuJ6nNUrmTzJioHA4qYy5Utkcc1UgICtI5AHU5rnSOqbsV9Un8jTZVB+/8AKv1PX+VcuBgCrWo3rXlzuGREpIRfb1qqK9rD0vZws9zwsTV9rO46nDpTRSiug5x1AoooELThSCl7UAOHSlptL2oAWg9KB0pDQBLRmiiqIDvRRmkoGgoJooPWgBM0hooPSgANIaU02gYGmk049KaRxSAaTTSadTcYoASil7UlAwxTTTqQ0gEPStvRZP8AQZUz92TP04/+tWGav6RKVnkiJ4dP1/yawxMeamzpwsuWoj1jwlGI9JErhd1xlycdhwP61ubt8mVXnpzWXp8YtbK3g/ijVVA2jrjFX0bqOCegyp61hBWikXUlzTbHH53JIPBwRilVWABUAr9eaUnIIHYcnpTRG29ejDofQVRI7lYwpGDn+KoixLcbcqcnnmpHJXIUAMBwah2lpNygnI+Yg9KACSQgZx15+7k1JEPMQDPJGc0xomMZYFuRwRUAkIYF2Cke2KAHS2avyEDepqN9NQoNyg+jAYq6kuT3bPccYp52BgjMVBP93jNMDBk03942dpKnJI6/41oWd1Lax7UubpcHqkxI/I1ent1kUqeP9ocVlSRtC5wRwew6/U0AbsWpaiAQL1WcDgTW4I/Qg1NBrt+JVSe2tXVgf3kbsOR2xg4/OsCO9WLhHO7uMZqxFO0k8IaPGS3b2NILmtb+K3kIE2j3cYIJ3IyOMD8c1Z/4SrSkt4Z5pZII5fu+bEwP44zisK3l5ReMDPORjg+lMi2ta24bhQ7Lwfc/40WEdPB4j0afiPVLQn+6ZQD+Rq0NU09hxfWx+ky/41x82m2twpMsKdOSFArLk8OWikhFH4HP8qLDPQ21bTl+9qFqPrMv+NQyeINGj+/qtmv/AG2Fef8A/CPWxbOF446c1PHoEGV3Kc/7Kjmiw7HZP4r0KPrqcB/3ST/IVVk8b6GjEJcSyn/pnCxrBj0S2xkR5B7kZqePTrWJgSqkjocUrMWhdfxzC5KWmmXkzfw7tqA/rQfEGrzLlbS0tv8Aro7SH8uKhESjeAowfanRh1IC4buTimAG7vpRunv5jntCoRf05pjKoibDfN3Ock/jTpMF/mBIXt0poBI+ZAijjigBsKJwSc59Gp7YYkcYHoMVEoVXO4A5746U8KOWaUBewoERb32AAgnGdtcHrCi31e5iHTeWH0PNd0OHfaufT3GK4/xVbhNbikIGJIcHB4+UkVz4hXgdWEladjIYjb1+92rE1jUAVNpC2V/5aMO/+zV7UbryrR5VADkbVHue9cxnvnOepp4Sjd8zHjcRb3IiryKUUgpwr0zzBRSiilFAg69OlKKKXtQAope1JS59qAFoFHYUCgBwpDSikxQBL2FFHUUVRAcUdqQ0ueKBiUnNLmkJoAKTiiigA6U2lNJSGIaSlJ4pD0oAaaSlNJQMb2NHaijtQAlJS0hpAJWn4eiM/iKxiABDyYbP93v+grMrpvAcKyeJfNK5EULH88D+tTP4So7np0a4kLZ4zU6sGc/xYIyO9V2IBIQfXBp6yNHHhWwx9q5ToJpGUsVz+QyRUigDAYjIGQf6VXjAIcjJPqO1TJ8zFd+1sckcZoAdwVA4z1JJ6UnGB8xA6/WmSAJjawAHVupxT1GTgb29Se1AhyjzMFQRjgd/0qpc2539ARj1q4yM3IJBzjp1pWQAn5iSf0oGZoLwsARy2fnC4pBeJGcSKcE9c5rQeEMgLEnuKhkt0kBV+RjOMkH8hTABewGLPmBiP4WHFU7u9Qp8uMntnAp7aREQWUMM9+Kgk0peCXOP5mgCkGaQ5ZgqnjgZqxYSn+0LYE7gH65p0luI1wAMjrimxKFvI3GWKsCSKAHCZ4dTkjHYtyw9+1WbecnTXlOT5c2crznpVHVB5ep3DZHHQfrT9MYPpl/Hj5gob8cf/WoA2vMj2IdxDZ6E07zsg7t3PUgisGyv2VQjEjHtyavrfZAAOTz948UAX9uCRg7u544p65XB9PWqq3KlizyKMc4BzUpuY2jBC7hjvxQBOWClfmwD6GlG3eBtXHqT1qNWiWLO4H0yaUsqruIAB4HegCR4+2cc8H1pCw3A8lh27VX85QcEnOegOad5yx5Ibc3XAoENdt/yjp7nApCA2AAxA78gZppmQLuIG49AKY8mVDPJgZ44pDHLnoSCcHpSAqBt37e5561Gsg5GScng560mdrNtyCRzk9aAGyMVZ9rcEYJrmvFak/YpFAGd4GPwropiVKNjJY4yDgCuV8YXYgjglLAhUdgMdzjFZ1YuUbI1pSUZXZxWs3IeZLdTkRct7tWZSMzMxZvvNyT70tdlKHJFROSpPnk5Ds8Uo6U3vinDrWhAvenA02loEOoFJRQA+gUgoHFAD88Uo6U2l7YoAWkPSlHSkNAEvSiig1RAUUUlAw70hpaDQAlJmlpO9AAelJS0lAxppDS0hpAJ2ptONJQA2ig4ptAxaQ0ZpO5pAIa7v4b2DSvqF2rLkBYlB/M/0rhK9E+GjD7JfqeAJVOf+A1nV+EuO52iwsHUkDgZxinsuWDDhc8DNSKQTyc4GBipFAbBPGPWsGjcgI3uA2VwOD2qQDyySxwvtmmbgh3+YSM9ulKZsEBZN4ySOelIAIjCgLnDU9ANoHBB6c1CZQ7YVASfTIIqSKQY2jg/3eKAJ/MkBCgceh6U0byO4J49qZ56ggB8YPpzTA7d2yvvQBYZ0HycEAe9Kz4jyVUejdKYXAgO1eT1PSkRztIBA9v/ANdMCTCgAglc9cHNK23bhPmx6ZqMklSRxj0NKqMFLckHtjOKBEMiKUIxg4x2qkYVj2lJF56/IBmr8qcDj8fSq0kRIPzD2JbFAyvq0JLySrkblDE59qg0lSPtYBY7o+C31q5fnzreP7oDKB65wf8A61R2SkTspHBQ80gMprdgxJYuoJyQetSKsiD734Ht+VXHSRlCxruXP3RwKYsTcruXr26CmBWWRgx6ZPGCcfzpwnU4Ug7hztH/ANanm3ZgWDfNnquADSC2ZTjKDpknIz+NAAbgMp3Agqe3FOF6wZfm59znFNS0Z2KoVJ74JAq3HpICbyiMzcY6kUAUTOplyfr16/WpY5X3Hyicnt6VfGnRrHkxjj0WpxDDCgKEAnqKAKCLMWJJ3HHXGP8A9dSZkbgr91hkj0q3IyP93OVGBt4BqLyiCpGNhGTuGeaQEQZtu5SW+tNJbmQK2B6tipCDGVdkJI4yWAAqORstnOQDkHb1oAY8mQvB4PQc1yHjeMPpnntjcrRIoHPUktXVl2ZiG4x6da4/4gXaraWVmv3ncyn6AYH8z+VVBXaJm7I4QGjNIKdXUYCj9O1KPWkxS0AOHNLSA0vWgQtFFLxQAoooGKWgBR1paSloAXtSHmlpKAJaKKKogMUdulFIaBh1pKXNIaACkpc0maADikNHakNIYlITS0maAG0lLmmmgBKSnHpTaBhRRSGkAma9I+HELLpV5Lt/1lwADj0UV5vivXfA8LQeFLQ8qZC8mfXJ4/lWdX4TSC1Oi2ne25sEdyMikbI4z09c01ZX+b5SQf7vNMMoXhmII6DrWDNhuHMbKeB6iq6kI2Cwx2KjmrBmGBlGx7ZpGTkSqT6ccGkBEchOvP8AePGfxpY93ChlUdRlOT+NSEgARu6g/wC1jinKyp8q9MfeAzigCFZnL9CCOPmFHnqMljyeNoHNTGOM5K7SzdMng00wqDtlQPnoMYxTAijvGB2qMr3wDip0vUD4OFPvxioGt13kICcjGM4xUP2RgDlAxHIBPBoEaIuYnIO7PGDkU/zDu2kNg8ggCsaMSW7sQVXPXpU4mICg456c80AaJaNWyzYA984qLKEnbKSeTyO1Vo7vIMZLBug3DrU0UyKmJPkyOB1zQMbMcRQrwGGQDnrzmltGZP8AWA45H6U2c/vEULtUDOQeaek2CUABAzzmkAksW4Kc8DsO9OjtnK/MeD3xU6gHb8oYEdD1p6uvTKjJ9aBFcwkMA3U888fyqWKHDHIByKk81Q2CTgH04pGkUnjA/TimABI8qqfIM88dakLMjkBsqeDxTHlXYEBZj1IxTA6iPHmkE/w5oAX5exyD271EduWByG9N1DygcjDH0z0qFpScs+eemOKBjyGXoeD7inbwVO3PzHHPTFQJKrrn5jjgnPSmyM8irjHH48UgHyEKGG75R2C9fxqBOg3A+o5pqyO2chj2z2oIZ9gB5zQAx97SDYu4k1wPxBiePWbV2P37bgemGINelwxJErNkk5xXmPj6bfr8cWc+VAo/Mk1pS+IipscsKWmjrTq6DEdQKQUtAhR1paSlFACjpThTQaUGgB1KKSlHrQAtHekFOoAKKWk70wJKKKKZAZpOfSlpO9AwoNFJQAUlLSUDEoopDSADTTSmk70ANPFJTjSUDGmkpx6U09KADtSGlzSGgBApchF6sQB/Kvd9NtRZadBbKoKxxKgHToK8S0xQ+r2KHobiPP8A30K92Ko6sASCCcYPWsK3Q1pldg0Y4KpzzgjJpoYgEHgAc+tPkhk3luSejGq7K5cBUBA61kak3lgL2IPU5pGhGMNuUAcfNnH0FMAywYJ9Bng1KGZmbaoAA7HvSAg8lxggAsO5PWoCHt3L7Tg9QDxVwmQxcFSRxjcKrOh38MwJyMYGKAIjOrcngDpx0p7XyphSd3v3FQMkmRuQN2yRiofs0r5IPI7Yx+tMC4NQUFgrDGOmcU0ahFyoKEDrjOarf2TPKwK5JPP3s0j6FKZf9bt4544pXCxaN3C6EfKFPtzSfaYTDjKcHg4qhJol2jfLOGz0wP8ADpUEmnXkQJBBPcDqKAsaokjMYJ27uxzxTDcBSqgKcHjmsYxXSH594I9KYk7+aEMn3Rk4HOaLgbT3iNOx3biAOtWo5UYD5G9xzXPQXZZnOEIJ7jmriXUgbiQqvoKANr7Rg9cH8eKDOygH5Qp/GqcRUjh259qnj28ZcE9vb8KYE/2klRxkkY7UjSOwHy4Udd3X6U+PbtJZt57Y4xU2S+3G/n1xQBVLlhlSwPqelN3ylSfLxzwTnNaKoq9MY9SD1/LFLtTHO1S3r3oAz187sST/ALtIImIbzG/IVoqqhRuj4PbAxUczAtjacYyAF70gKkm1UA+XA4/+vVcrvXg5H04qw8DkD+HnJ4yae0O0KuWPGfm4zQBCjtswMkAdcYp6KsYDs5B7LkVIYgkYLJkHtSeXhWKopye9ADTI+MEkhcivKPGeP+Epuuc4VB+SivVjjOP4cV5H4qcSeKdQb0l2/kBV0tzOpsjIFKKaOtOrpMhRS+3ekpRQIWlFJRQA6gdaSlFADqWkFLQAo4p3am0ooAWiijsaAJKKKKogKTvRR2NAwpKXtSUAB602nUmRQMTvR3oNIelIBKaetLSUAJRRnFIaBiUUUlAAaSiikBpeHoftHiHT48ceerH8Of6V7dDKjw4xlu/HSvHvBab/ABRb8fdSRvxC16qjNG5bPyEcj1rnq/Ebw2NE5II2nd6A4zUBtwVJU4J6rmiKcOMMOnqalY7sNGwHOOTmsyyg6SJuVgMeh5JoJjQbtm0nqdpGfxFXWy2AwDkU0QKCWMLDPqc0AQAbgGJ2gn5VYYqURN8zsigeitmpRtwPk2j0JpHnVV+ZkCj0NAAIVcDcn4ED+tKiRpnamOegHFZ82t2VsCZbhQR0HrWXL4rEnFrA7H1zgGmB0Jwp7AHvgmmyNCqZZwPrXJSanrtwxChYgc9OaqNp+pXYxPcyuRzgHAoDU6a51mwh2h7pFA5Pz4rIm8WWSyyCGOSY442jj86z10OMJkghs84GTUp0qCIBW4IyeOKVwsc7rnim+aAm3RIA3Abkt/gKwdFv7gXjxyXDkSDLMTnJqXXm3zbgMIh2oB/OqGkf8hWFTyGJUg/SrjH3WzNuzSPULDTILqBQsuO/Xg/jVs6DOMeVIRychsEn8q5ywlubMtGhZgjd/TqK6ey1ve8aybU471FjS5WfTbyLg4Yj0Bpm28h+YxsCDztwa6NZopBuyPqCMVZTy2ADKpx6dqAOW+23KkMUP5c09dVkXgg5+ldFJYQyIoG3Oc1UmshHhREuD0b1oAoJq0oIXb+OKsLqTFQCOc+hqN7RmLhyjHAxtHNDW0candtDY64ApgW47tASGctx0zwKmE4ZlckggY9h+VZSR7YyS+B2AI5qRJHOPkII7DkUAaYkVwHDqMDnIqQyLuX+L/d/rWcrlQM8H06fpT2mVQpUFhnnFAFnJRgvryeecUk03ylNn0PT9KaXEg3KQCRz61DK2WBOCOgNIAQB3AOc5HNeN6zJ52uX8mc7rh+f+Bf/AFq9mjG4gnpnIrxG5fzLqZ/70jH8zWtHdmVQj70tJTh0FbmQUtJS0AL2oHWigDvQAuKWigUAOFKKSlFACilpAaWgBaDRR3pgSUGjtSdqZIUUlFABSZ5paSgAzSUGikMSkNOpO9ADaSl70lADT60GlNIaAEpKDQelAxKKKDSA6bwGM+Iy2OVgf+leogkquACwOOTivMfAAz4hkPpbt/MV6YcYGCM8da56vxG9PYeiEP1y57YqGeacEgRA44J5pwch9ob8fWp4W80bsFsdQazLMh7+4gJ3GQemVqWHXmwVLDIPcYrUcK5xtAGPTIqnNpUc8bbgD74/+vQGhC7TX0KmO7WPJ6L1qrLo8jgCW4kY56FqkbRnjyY5XDqM8dD+VEU9xZkb0Lgdzn+tADBoVtG4Plh+OcnPNWo9OiC7hEFPTAoiv90g2xY9SeattdbQQcc/eIoAg+zqrHGfm9e9OMaCMoeARximS3SiRcbNqdAfX8apSXjNKMfMf0oAsytDGoGcnGdvvWTqMjtCwBxu4CjtV2OJ5WyzrnuOlZupyiEu+QVRM/U+lC1A868ROBf+QuMIMn61l2sxt7qKb/nm4b8jUl7MZ72aRjksxOarnoceldKWljnbu7nqgRGaNlTPmRg5HGcf/WNWjZCWEKQQ49T/AFqloF0L3w5Yv8paM7H3flW2jjavB9z6Vztam62KEa3duu+BywAyQa0LTWZFOyYFc8HihHiQLkcn1/yKbL5UpcYAHoetIZti8WVVCsSRjrzVo4YY6jrjb1rkdzW7fu3IHXrxVuHVD8hLA56k5piOkkt0nQDIGR9CaqS6fuypHPuahi1RGwNpwPerUE8bZYyg+goGU5NJGeRgeoGfxpy6XImWDjaR90D9aviRck7+f88U0uGO1m98elAFEaYrZ+fBHQkVItqsI+RVcfU1M1x5TcsCO+OgqpPfn+FhweOMGkAsz+UWC8DHb1qtktgscE9j2pFkeR9zPnH8Oc0OSemM560mBMz4hZv7qk/pXhvXmvb5jizmJ6+U2fyrw9eVreiZVBw6U4dKaDTq2MwpRSUCgQ6l7UgooAXvSjrSUoNADqKQdKUdKAHYpabS0AOopKWmBIelJQfWjNMm4hooooAKQ0UUAFJRSUhhnmkoooADTe9HekoACaaaXpSHmgYUhoooASkNLSUgOt+HqF9YujjpBj82FelDrjr79a86+HK51O9JOP3K/wDoVehlSvO3P4da5qnxG8NiR+FY7Y8dSQKiUs5JWQ4PckED8qdHI24qfugYGE5H+NTpsUhgo3fz+oqCyMmTy03MPpUiyqBjaQxpPlyRnB6kelKIl53HOeuBnNABGp2n5wB6AU54AclhxjgUF7dRjgEH35qlc3k2zAUEfXGKAJ5mt4otx27vc1kSzySuQg4zxT3g85lMj4Oeg5q1HAoO0DgGgCktqXOZBuPoOKsC1VeHODnIzjpVsIAQCc+2Oajd40BbahPTB5oAink8mIkdMcDFcd4hn8m0kPTClzz+VdDPOX3Hnbjqa4vxTMVsXGcmRwvHp1qorUUnZHGUZxRiiuk5ztvAc/mQXunlvvfMue3H+IFdbHJ5kaqWKk84Feb+E742HiG3bICSny2z79P1FelNE/mukZJAYsAPQ8/1rCorM2g9Cu4mBGcjHTnNR+Tcu7D154NX4rcF+Q5I9R0q9GirkAKQOAAeQKgsw/sNy5+9j25p8Wm3JA+ZgD7cCuijjQx5YdO1WB8mBgUrDOaXS7tFyO3oalW11JOFyw6k5rfkmRdxZPyNUnv1GdkuMdietAiCG4mQATnORnjgika+2LlVHfnkjNVLm/M0pKKFzydjGmxJJO67ydtAErSPIxxk/Q4A/CrEVqFXe6sPTAqeK1EceVA2465OalLDZjzTwPUmgCAblfI+XPrSty4QDcf0prOeSFJJ9TzSLg56+lIB0+BZ3IA6wtz/AMBNeIr92vbpwfsVyD08p/8A0E14ivTtW9IyqbjhRQKWtjIBS0UoFAAKWjvS0AJilpKWgBaUUlKKAFpaM0UAKKKB0o7GmBJRijNFMkQ0UGj9aADFJ3paSgBDRQaKQxKafWnHpSGgBtIaX9KQ0AIaSl70h60AJSU6mnigYUlLSGkB23w5j3Xd+x6BY1z+Jr0Ft20gdR68D8K4b4dxYstQmwfmkRfyBP8AWu7TbIAu7tnAyf0rln8TOiGxGNwcFl6evFPHD7ujHsBmozES/mq2cdc0BysudrLyM46VJRMQ56KwBHO4AVDIzZIOOOoHH6irErBlDuMoOQSM5qP93tDqqsoHbpQBDh+FLcg5ZQeKegUMPlxz1LdaNu+IEjOOielICFGRGAexNAEkgBCsN2Qc4I4pGyBkHOf7oApm4FiRs3DjaT0/GopJcD0IHLe1ACyT+Xhioz/dB/U1SYmUNvUqvrnrVhR5mc5LH16Gm3MvlgqCoYDggYoAzLtxs8tcHvnHauC8WS5uLeHkYUufz4rtp2YgtnO/0rzzxHKZdbm9I8IPwH/160pr3iKj0MmiijFdBgxVYxusiHDody/UV7PY3Ud1bWtwHxvhGcdyOc/rXixr0vwbeGXw9Gd/Nq+0gjoOn9ayqGlM6vy0ID/u+vGetSKzLtyBu9qiWSN0GeG9QuaerKzDPT15FYmxY8xXUDdkjr3qOUkoVDbj2yMYFQmTG4Ko3ZyM0LNkqpA3nqR2oAgumnc8BQB/dGf1qBLJ5Sd5PvjNbPBH3WP04qRCuzIJ9CMigDNhsAr7MEn3JxV+O2SMEMoY9yBUnmALknjOBxzTXEZO7OT1xyKAEl2BOQygf7XSqczMxVUYnPPWnzO6kbeDiqrLIzck/wAhSAcoZQCTuY8ZzT12pxjDYHOaRRtUbxyPTtQCp6DGPXtSAWYlrO4AHWJufwNeJLyvWvbJiPs0xz/yzbv7GvE0xit6RlU3HU4U0dadWxkLilpvpS0AKBmlpBRQA6ikpaAClxQKUUAHalFJ3pcYoAKWkpRTAkz7UlLRTJEooooASkoopAHaiiigYnFJRQaAEpKXNJQMQ02ndaSgBKSlNJikAlJ68UtJmgD1DwBAI/DLS45lmc/XGB/SumgkCEDdg4yRisrwpELbwzpyActHvJ+pya1ZYw3J5PsOa5JbnStiwdr5ztB68jtULLv+YB3GMA//AFqckxHHAx1DHOaC5csdqnHVRzSGV2ldAMkj0yKkMjKA/ByOgHNSCPMZYhlHoFxxUch2qQu4k9MntQAvzYBxg+n+TTGcD5SfmHQetIucYJye4zSmNcDanz+men40wGNlAWJIZjgL2pixGThwAffNOdFjyGzvx161DLNlNozkUgHPMsahcEHuTWfOzOWYZ44B6jNSfM/LAHPA9qZMFRl4G05b6joKAKc2BKE6bRya8svJPPvriXs0jEfTPH6V6XfSG30+4n/iVC2c9OCK8uHStqSMqglFLSVqZCV2ngOUlL63yBuweR7H/CuMrp/BEmzUrhc4+RW/XFTU+EuO56DHNtx842dDyashvMUhDnnIB61VgRWJjVsBScZHNWAwBK9TnjNc5uSxZbu4VeGBHSkaAOWO85B6scCpFOdpIwcce9SqoC8g5PI+XNAECzCE+XjeTgkZzVpHAO7O304JFJ5aFMkBSegIqLYIcBACfXFAEpkPzDbx6gEVXzJnOSfQGns/ykZyenXFMDBlGATjvnigBjSs4GfvdCBxQAiEMTwvbOaPMRWYbsn0UcCm8HgdOv1pAKWBL7cc+1OzxkDj2pDxGeoOe3ShD8vOfXFICO8/5Bt2Qf8AlhIf/HTXi6n5R9K9qvAPsN0ANv7iQAdvumvFUPyj6VvSMqm44UtJQK2MhaXtScUtACilpBS0AApRSClHFAC0CijPFAC0YopQaAFoozRmmBIOlHTiikpkhRRSUAJRS0UgEpCeaWk60DEpM0tJQAhooNJQAlFFHagYhNJmikNIApDnBxnODS1NZiM31uJThDKu72GRmh7DPZtNtjbaZaQMWXZEg9s4GauK+zCkFwD1HIp5ZSRtPHQADqKaAmS5QqRzx1rje50LYZna+NwUDpxk/jTkzGd7NnJ65p4z94TZXHIKZP50xQ27biM9+eKBkx+YhcqfXmo8Ju4znBy2e1NUkSEGB1x0IbdmmB0UMTFKp9Qh/wAaABhHvysjEn6jNR7mAIJIUdyP60vmglgQSW6AxngUxuV2iQgDrkZzQBESFBZRn6ZqBomc8BsA8c9KnL/LtZZRxgDbTChYEiKU9O4AoAjLOVKsDleQAO9QzLulJUDA4HPYVfWFv+eIA/2m6VUmgkRmCqOP7rUDOd8UyiLQbkBjlwFAB9SK83OMnHSu68ayMNMiXjDygH5cdATXC+tdFPYxqPUKDQetFaGYldD4NP8AxOZR2MB/mK5+um8ERBtUuJSG+SIDIHTLVE/hKhud8jMsu4dwDjNWskx52nd3JqmRs2MCDnrz1FXEkQY+T3+XjNcxuSK6kkcjuCTjFTJI/l4J4PQmo1CYxgFiM4Yg4pI3WJSAcHt83NMCV5GCncAw6Z9KawD7WIYin5Vx357UqoqnCSOfQNQBG8ZlHBz6c5waRcpEd+QpPIHc1IGHzKeMHJIB61XmlRpPlxk9gaQETDzH2gHI985pVVuDtQfU81LCqqg6ZPfPWkb7wOcjvQAqnc4HBOOpPSlUYBIPHehVACqwAwex/Wnqpclv7wwDmgBk4D28yZOPLbPvwa8TXG0fSvbZstDKV2lmRhlRwDg14kOAPXFbUjKoKBS0gpa2MgpaSigBR1p1NHWloAWlpKWgBRRQKUUAHel4FIO9LQAUUuOKTFMCWiijNMkSig9aSgApO9KaTvSAKT8KD1pDQMDSHpRSUAHbFIaWkoGFJmikoADg9KbS9KbSAKDRRmgDq/DfjC/tJo7K5DXVuc7cn5kx713Vv4p0yTAe48pzwVlG0fn0ryrRlJuXcDlRxXQJ84UEdT0PpXnV6zjN2PSw+HU4XZ6TFcWcjB4LiKQf7DA0/IHMY+X2J/rXnItosbiiZ+mD+YqxG8kfMM80Z/2JSKzWJXVGrwcujO7JkY/Iu71GaTe+c7WVj1rif7Q1CP511CbPowVv6UDXtZUbVu42H+3F/gRVLEQZm8JUR2373l2cjHvVd33DZkZ9jzXHf8JJq8QxutTn/pmf8ajfxDq8gYBrZM91iOf50/bQJ+rVOx2e5wfUfnio8qCWwGzyOeBXHf2nqwTm8G09hEtZWpX96kDu95McDGA23P5U1Wi3ZA8PJK7O4u9esbOMtc3UMOTwC/Jog1ayuJVMV5CzMgGFYZNeRSfZZyDJDJuzy+/JP1zUoNguwiGYMnQggVvyS7HK5Ludd49KfZLfbyTMT+lcNWlqmrS6isMZBEUIO0Mckk9zWb7Ct4JpamUnd3CkpaSrEFdp4DUCK+cMN+9B745/TmuLp8M8tvIJIZHjcdGVsGpkrqw4uzue3NAkgQk5xySvrioXt2RPu71zyV5P/fNcfoPi2b7Gq6gPMUHBkX73Hr6/WuwtL2G/YTW1yJF6dRx7GuS6vY6eWVr2JYWcghfn7H1/I1Km1l44OOCRyKRxGW/eKHxxgDkU7GANkicjo6ZFMRKEVOJDlRgjFIxyWZQWz6jmljjEcYAXODyUP+NMZwz7meRD2+XOKAE8t5YxuUY9SeaYIk28ADsTS5XJQybyTk5G3/69BAPyeZuBIG0ZIFAEW0sP3fIHXg4p/YbwDyO39KVhiQD52HpnaBRs5LSH5OgVf8aAFCiNmMhXOOAeoojJC9C3PUjaPyp0exo9sQK/zP1pZrhBFudgijALNwKA23FiHClnLZ524wMZ6V47rdstnrd9bpjbHOwGPTOf613OseNLGzhlh09hNcFcKyfdVvUnv9BXnMkjzSvLI5eR2LMx6knvW9KLWrMakk9htFFLWpmFFHeloAWiigUAFKKKWgApcUCigBaWkpe9ABRS0UwJKTvXBf2he/8AP5cf9/W/xo/tC9/5/Lj/AL+t/jWPtl2L9kzvaSuD/tC9/wCfy4/7+t/jR/aF7/z+XH/f0/40e2XYPZM7w0lcH/aF7/z93H/fw/40f2he/wDP3cf9/D/jR7Zdh+yZ3Z60nQ8Vwv2+9/5+5/8Av4f8aPt95/z9z/8Afw/40e2XYPZM7qkNcN9vvP8An7n/AO/ho+33n/P3P/38P+NHtl2D2TO3NFcR9vvP+fuf/v4aPt15/wA/U/8A38NHtl2D2bO2702uL+3Xf/P1P/38NH267/5+p/8Av4aPbLsHs2dmaK4v7dd/8/U//fw0fbrv/n6n/wC/ho9suwezZ2dJXG/bbv8A5+pv+/ho+23f/P1N/wB/DSdZW2GqbPTNEiIgd+hLfpW5FH8gOQMDmvG01XUY12pf3Sj0EzD+tet6M7yaJYuzFna3jLFjksSo5NebiIu/MethJprkXQsu2BgdenNAkApkg54+lRFwCATXMdhYZxyM96hkbHAqHzAOQfwoLZ6dTRYLi53tU6R4OahjByB3q0o28nvQAjghCTXP65J8scY/iPI9hW/M3Brk9UlEt62P4ABXTho81RHFi58tNlPFBooNeweKJSUtJQAUlLRQAlJ3paKAZtaSA1mw7hzU4MltN5sDtFIO6HFV9DbMUq99+f0rQmjOCcV5FZuNVntUEpUlc1LLxlcwFReQCfHG+M7W/Loa6XTvFGlXyqguUicdpGCnP0P+NebyDDAYoWJXxkBvqKcazW5EsOpbHr6FD84OM9xzn8uKXL7slsZ7AV5baTTWgBtbmeE5/wCWchArSj17WF4N55mP+esSn+WDWirRe5k8LPod68jbsl+MdMZpjSFHLIcY5AVRmuJPijVgCqNbA+vk/wD16p3fibXBA+LtUOP4IlB/Oq9rEl4eouh6BPKscYkdwq/xGRsACsO98a6VZfKs32hh0SIZBP16CvPNQuLm6hje5uJZWL5+die1UAK3pRU1c5arlCVjrbrx9qUrN9khitlPqN5/Xj9K5681K91Bs3d1JL7MeB+HSqvWiuhRSMrt7hjnNLRRTELS0goBoAWiiigBaWkHSl7UALS5popaAHCiiigBeKXNIBRTAUUtJRQB57RRRXCdQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXsuh4fQdODY/49o8Y/3RXjVeuaHMF0awGf8Al3j/APQRXPiNkdmDdpM0p8jsMVmsxV8E960LiYeXgDPFZkh5681yo9BsXzBk9KcGPBA/WodmTnPNTRrhuaBFuAZOTVknAzUCHHTg0rScYNIdyK5lCRs3auRdzJIznqxzXQarLstH56iudr0cDHRyPLx87tRF47UhooNd55olJS0lABSUtJQAUUUUMDU0J8Typ/eUH/P51uE/Ka5vS32agg6BhtroGICjJ5NeXi42qX7nsYKV4ehTmX5jTY/lOOKmkXk1FjDg+lcx1MsKRtxS89QcCoMlTnNG8nGTxQO49ztPBqKT94jA9+9OODzmm5yG455xVIzlqVL7i1hXGCH5IPtVCtHUyPKhUDnJNZ1enhv4Z5GK/iBSikpRXQc4tApKWgANOGOOKbSg0AFLSUtACiikpaADvSg0lFADgadTaWmA7tSjpTQeKUGgBaKO9B5HpQI89ooorhOsKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr1DS3C6NZZP8Ay7x/+givL69L07/kCWf/AFwT/wBBFYV9jpwrtJl0zkDr0qFpATUb/wCrNRrXMdnMy/GwI561IHGfaqydFqaLrSNUyxGx49qc2eTTF6U49DSGZupIZIWQVhV0V30rnj94/WvRwT0aPLxy1TCkNLSGu484KSlpKACkpaSgAoopKBj43McqOOqkGuoJ35wcjqD7VyldPD/x7Q/7i/yFcGNWx34F6tAT1OMVCTg+oqR+pqBvvfjXCj0mPX5lAxz6U08tjBpE6GpU7UxMiZwowxIPtTQ/B5Jyp5qVh1qHHJqkQ9irf5PkgnouaqAVe1T/AI+Y/wDc/rVGvUw/wI8fEfxGFLQaK2MQpaSloAKUUlKKAClpKBQAtLQKKAFA5petJ3oFAhaWkpaYCjnk0CjtQetADqO1FJ60Af/Z", "path": "002928.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002929
Men Tshirts
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Sd6AE6UZ4oNJnigBQxp3UAHvUScsRTwcsT2FADxzk04GmjgU4cUBclQ4xjpmvcfhVqn23w7LYMwMlnJ8ueTsbkY+hyK8NU816B8KdR+y+Klti3y3UTRgf7Q+Zf5Gqg7SG1c9rbAYZLfX1oZRkZxnqKlI5xnOf0qOVMSEEgjityRiqMliAMenWhyAwPGPf/ClZB0GB+NPCnnGMe4oAYGTO4nI6bhShl4wSR+YpdoUH5txpAAwXjA9c80CGblEh5A985pxKDOR17+tP2k8EgDPXHSmsAE4Jb8aBig9cMfqafk84BwPxpqgAnKfQingIF3DIP04NAhN+Bkg+59KYeW++eexapQAV6njtmmOPlJB6UAgdl298g96Mcck/hUbFcKmep+h9aQuGJUEDnHT86Bkqc4JwOo4HNPLYzzntz0zURkLAnGMde2aUdMkEUAPJL9M8e3FbujkCFkzkg5rDBxkBs5/lWpoz/vnXGARWc9gNuigUVkMKKKKACiiigAooooAKKKKACiiigArwH9oCcnW9Ht95IW2d8Z6EsBn9P0r36vnL4+H/AIrSyH/Tiv8A6G1AHk7HJqM0803tQA3vQeAaKaaAA9QRwDQBgCmMeKdntQA4HmnUwHmnE9KAAUvfikBpe1AAKOppM0ZoAcDgUHoPrTTxQDzQA8EY6UfypKNwoAAcHFKT2ppPSloAUGgc5pO9LQAUHrQKOM0AFIelBPpRnigBDTSTwKU00mgAB5J9qcnT6mmZznH0qQEAfTigCTBxS5zTQeMUo7UAOHUVu+Frs2XiLTrgHaEuEOfbcAf51gjrVy0cxzpIDyrBvyOaBn1IVy23OADjk9abP8rqMgYUd6LeRZbaKUchkVslcdQD/WnuoLZA79PSt7kjAxYAALjHWlBA49R1xjNKUIDAnAJ9qC+VKbgWAxxVAL90A5Jz9KAhwOCc9eRTMZGQCT246mpADjgMfoOlCAYEJJ+8APU08ISuMgd+TzTgzhuWYEDpgYxS71ZmALE+1ADFR1OMZ57EmnhjjcdwHoDQQE+UZHPJx0oLE/KQTzn0oATJwQOV9xj9aYJFAOQee9SbdqkEED2NMcoq8nHrz1oEZ8spS6IZTgAKgH8THkn9KtQj5cFsfTqf/wBdVhCJL2SRhkKNq88D1NXFYkgAYyOOKBjWOWwScKec05QCCSMD1PenYVRs96RWAJ5bp9TQA49Qc4Ht3rS0qQLdAcDdxWYrZyCuOep7VYtpPKlDjOc8GpkrqwHV0UxHDoGHQin1gMKKKKACiiigAooooAKKKKACiiigAr5m+Ocxf4hGMvkR2cQAznbksSPb1r6Zr5Q+L1ylz8TdWKZwhjiOfVUUH9aAOHJpmeaUmkHSgA60hopeooAjI4zTQ+Gwaef0qMjc4FAEgOeP1pw6Cmj2p4PagAFBpAeaUnigBD6UopvpTgKAFPIpoFO46UnFAAelJTqZQA7NKDmm0ooAdR6UgooAUmimk0ueBigBaaadSHmgBvamMcD8aeelQscsBQA8HgYqReOewqJRzz+VSj3oAeCKcDn6elMGM4FOHTigB4NSxHDfnUIPGKmiOHH1oGfUelNu0ixOFO63jIPXPyirJTg7iuR6YJrK8MbZfCmlMGbJs4wPY7a0hwB1OAAeMVutiRGwCeM+meKci7QPmGT2B6UFgTyQCADShzt5A9ef54qgEY9xuOT1z1pwRMkHdkd+goD9i6/TFIWG7PP48GgBy4DcFSSfWnYUtk+vc0zJAGAQfypCz7ivOPpQBIXTcM8e4NJkHI5bnGT1pNrE+vPcUMcELuH0IoAUjAB59PrUNwxWIlxgdzmpGODkhSD12HFZWvyvHpcjpuUZUMR2XPP6UgJreUyAhMYxu4J4H+NXYy/Tgep/pWdpzZhUAAHG7NaIPG5sfSmA4rk5Byc4OcD9KbuUH7rED04H/wBel3BumceoFC4yScY/WgBwG5eAQM8Z4pwOGwF9O9MJ3DJBx7jmn4+UAjH40AdFps3m2i56rxV2sjR5uWi7YyK1x0rnluMKKKKQBRRRQAUUUUAFFFFABRRRQAhOK+MvGN4L/wAZazdDG2S9lYYORjcQOfwr7C1C4Wz065uTgCGJpCcZwFBP9K+JZ5WmmeU8s7Fj9Sc0ARk80Zo98UnagBKUUYyKBx3zQA01GBl6e9MThjQA7mn9sYpBzilHSgAHWlpPSlPWgApRSUo60AHajNO7c03FAAaaacaQDJoAKWg+1AoAKBSUooAWikpaACkozzSdqAGk4FRgfMT1p5GaaOGxQBIv608e9MXk1JnPvQAoGKcODTRnHPNOHI9PemAd6liPzr6ZqLqaenDD60hn0Z4Dl87wNpRVSNsLISW4yGINdEVycjI/rXF/Cy48/wAFIhY5huJI+TwASGH/AKFXZqC69VY+xzXRD4USIdwG08D3p45UkDJPQUhBViApye4FKC6EYLZ6ZGKYCfPkKq4x26f/AK6XBYBn3euDzS5XkkEMB36ikA9gRn1oAeRnouOOaQx8bcE/U0mFBOBtHp3pSAF7+1ADgpVcHA7CmlT0KHHrSkZHCn86aV54bvzk0ANOCQRhcGqN580UqEBlZTn34q7IGA4yRn0xVc5cMrDr19qTAytFnM1hHJtYBlGcH+VbihwOFxz0PJrntBllCyQOVzDK0R/A/wCGK6JS2CWJz+QoTESBRjlgT3FKCMHJOfQHimhV659ueacSFJ6ADvnFDlYqwpL54zn1oCMznc2aZ5yID1bPoM0155TnaNufXn9KylVhHqXGlKWyNrSQFuGH+zW1XOaC7G7k3MT8vf610VZ86nqhTg4OzFooopkhRRRQAUUUUAFFFFABRRRQBy/xBvv7O8Aa3chsEWjopGOrDaOv+9Xx8euOw4r6P+PGpSW3hC1s0kRRd3QDoSdzKqluO2A23P4V84kc0ANFHbFOC80EZoAZ0FH1NO25pCuBQBG/SkjXKk+9D06L7n40AKBjFBp2PSg0ANFL3o70YoAWgUUdaACjPSjpQKAEpR0pKAaAFooHIo70AJSj2oNA6UAA6UCgUtACHrTT0pxppPFACUw/fFPph+8DQBKKcKaKeoz1oAcB707HHFAoFACHjmnLSEE0DigZ7H8HboPZapaFvuukoAGTggqf5CvTs8HH8PYV4P8ADDU3svFsNuATHeK0D84xxuU/mP1r3ZRyCSpHTGcmtoO6JYbmLEnCj60YVTnK4Y0pGW+4D7dqevyL6euBnNWAgbarAMFz260gKkYG7cR1zxTgGfPXrShMEjJ9uBigARCijOR/wHNA+7wW2+mOlIEw3L4x6HFLx13MTxzuoAaWwc4Y89cHpS56And65XBpcA8nIweuaR159xxQBFKznjpz0x2pgxjJ6H0qRwckDP4UzBPynr7mkM4+G5m0/wAXX9o0IaOYrcRuXxkMMH9RXW2oedRkqoHpkmud8RQeTr2n3IHEkLxEj1BDD+ZrodPbMak+lcVapKMrJnXRpxlG7RpJZxEZcs59z/hTzBEq5EajvnGaehyOKc4BHNc8qknuzdU4p6IqMNvSqznk1bfqeKqSnBx61hfU6IrQ0dC/4/G/3a6SuW0Rsaiq552nNdTXdQ+E8zEfGLRRRWxgFFFFABRRRQAUUUUAFFFFAHzX8btdttU8VW9lZz+athE0UuCSqylssvpkAKDj6dq8vPI4r2nxV8D9SkvLy/0rU4LgSM8vkTqUbJJbaGGQfxxXkUukajDktZT4HOQhYfpS5ktylFvYo7RQAc9eKU5DFTwR2PB/Kgn1FFxNNCYPtTSDTs8c0hNMRC4pI87aWXO0mhBgAetADxQRnHqKAMUHg0AIOtB68UAHrxR3oAM80ppO9B60AKAKCaBnNBxQACgCjFAoAOlLSGgUAB4oFBpOaAFoNFB6UAFIRSig0AMxTSpZgoBJJwAB1qTFX9AiEvibS0JIBu4skezA/wBKAKIBHB4I4IPGKelbfjTTf7M8Y6lABiN5TOmP7r/N+hJH4ViAe1OwEoIx60H6U0DBpQOaQCgA9etOGB2xSCr1ppV/fc21pNKPUKcfn0pOSW5ai29ESaNeGx1a0us48mdJM+wYE/pmvpsbGXeHVg3K454PI5rwLTPh9rN/cLFm3hLA/wCsfpx7A17vZWjwWkELuB5UaxkgcMQoGR+VaUpJ3a2JlFxdmiZCqcAE/XpUm5Tzk460zYoP3mOPTtTguDkng8ZPJrYkQuckAZ78k0qksDgA57BqVljORxknH40DKDnDY6YFAhNp3biOvUd6dwvJ24HrQWRVJBx7UqkEZ6epoGMyXGdox79KCMryAPYjFPOBlBg/UUhH3s4PPpQBCFGTjHvwTSAHrxycZxxT+N3IIHoDTzt+UYxzUtjMvWtNN9bLMjfPaEzD3GCCPyP6UumyBo1x0610NhAtw1xG33WiZT77uK5HTi0DSW753QsUb6g4rjxC1udeGlujp4mB9qnyCKpQPheTxVkODyO9cbOuxHL3PpVOUAjcOnarxXOaqzr8vvUM0ix+jnGpoc9cj9K64dq4/Sm26jEccbsV2A7V20fhPOxXxi0UUVucwUUUUAFFFFABRRRQAUUUUARvnaemcd68UskAmIxg7j0+vavZrrP2WXBwdh5P0NeQacheXdjvXLiNkdmEWrNX+w9M1Bf9LsLecnqZY1Yn8cZqnc/DXwpeDJ0wQN628jJ+mcVu2gAVS3er4YE5xgds/wA6wi2uprKKb1PObn4NaJID9n1C/hPuVcD8wKw7v4PJACU1tiBz89v/AINXrzuADxyaydSlCxsevFaKpJdSFSi90eAeI/DH9iR5N2JiTgYTb/U1gKORXaeP7gPLHEG5LZrjUHGa6qbbV2c1WKUrIU8CoycmpD0pmKsyFFFJSmgBpoxS0UAKBx0oNAFBoAAaOaWkoAKUc0UDigBDxQKDQKADFGaD0pKAClJ4pAKXAoABx+FbPg4f8VlpHU4ulJ/WsYnsBW/4JjMnjTS1VckThvwCkmmtwOk+KGkXb69aX0NtJKs9uI2KKW+ZSePrg1zNn4S8Q3rBbfSLxu2THtH5nAr2/wASwH+zLe5HWG4Ukj0YFT/Sr2lSloQck/0rGtUcJWRvTpqSuzy3Tfg9r92Fe8ubOzU9i5lb8l4/WupsPg5pNvh9Qv7q7bqRGBEv9T+teiIxO386lkIxx39KwdSTW5rGnFPY5O38IeH9NX/RdKt1ZeQ7pvP5tmnToiYCqFGcAAcCtq4GcnHFZN0uCpHY4Nc7k29TrgkthNMYLqSHGMgrj1OK6IuduTkke9c1YZOoQe7f0NdOPlABYEnqAP616ODfuM4sWvfTFGGXBY/T/wCvS4OfvfkKUEc4BOT9KVuMYB54wD1rsOQYwBAAzx7Uu5lbjd+eKUqMcq2V4yKaBuwcde2elAA3PO1s9fvZpQykNnd9M0EEEdB36/5zTiRs5Khf1oAaQrZGDxxilGAgGMDPJzRgbDgjI5zzSHCggMx+gpMBpT1C59utKvzMOgGKQ/exzTh8zAAH6kYpDNLR3/0xkxgFeK5nxDbnTvEjP0iugJF/3ujD/PrXRaSwGokYGSMVW8c2izaC10OJLVhIp9icEVz1VdGtKXLJMzreclavJJwK5qzu2aFWJ7VoxXW5to/WvPkenE20YY96inGenWmwuSo5/GklJweoqGikrMisnKX0eP74rsx0FcMjYuVPcMK7hDlFPsK68P8AC0cGLXvJj6KKK6TkCiiigAooooAKKKKACiiigDJ1+6FloV5PkZETAc45PA/nXm+mJ047YzXU+P73ZZ2tivLTyFmA/uqP8SPyrA01dsakqwHpjgfWuLEO8kjvwqtFvubEG1UA5OKc8hAORn2xTQwCjAGDySKrzy8fewPrWS0NLXGyXG3oefesjVJCYTluCO1WhKrzFeu2szWiVtmPOe1JMdjxjxbP52tbAchAf1NYuOBWlr6Y1QSE/wCtTf8A+PMv/stZpNejBWijzqjvJsaabTjzTSDVECg4ozmk7UHigBB1pcc0AYpRQAoHFFJmloAOKQ0Z4o7UAFKMUlAxQAHrRS0mKAA9KbjmnGk70AKDQTSd6XPOKACut+G0XneN7E4zsWR/yUj+tcka7j4VIG8Y5IyVtpCPbO0f1prcD2y+she6TdwHDM0Z2kdSw5X9QKw9Cuw8KAnBI5Hv6V1aJ8oYbuMcdK4ueH+zNeubdRiNm82Meitzj8DkVnioaKR04Z6tHXxSZUYNWS2R7VhW10doXOa1IpCVGSOlcPNc6+VobOu7vgc5rLuwFTPXn9a1n+bkjpxisu7+7g+4rORpBlCycjUoCBn5gMV1aE7TkYArkrTat/b9v3q5rrgUGVJG7tzj869HBfCcWM+JDxjbyCeOzcUhVucqD6ZNKqYHGA36UEHOe445rtOMQDsQDjt0pxBXBAXHQ45zTGBx1z7Lxk0Bfm6nPfPFAEgKqpwQPotI5HDDPB6DGab86c7Bhj60KdpwcED0NACglSS7N16nmgEgls55x1puwbsFRk9s0HYOMKPYUABYHOc5Pv8AzoG7Iy20DmlVDuI4x9KUkoM5/CkMs6Syrfg8kscVY8ZDPhHUv+uX9RVLTXVbxCQcbhVzxk23wlqB9UA/8eFY1Co/Ejz22cppysRjgVe0smdjMRhWOVHtWRcOHSG2iPLAZx2FdDYQ+XCigYAFec9D1I6mxE2F46e1K7Bs859jUSNhTntTXcEZPHOM1nJmiIH4cEDBzXc25zbRn/ZFcGxywA7mu8txi3jHoorqw+zOLGbomooorpOIKKKKACiiigAooooAKKKD0oA8x8XSG58Wspzst4lRR7kbj/MVJZpvUHJwPoBVDWix8VXwzx5v9BxV22fCjGeB69K82o7zZ6sFamki6/C9etZs7Kjruzz3NXmfcvJOfSsfUi5jIzgkY46ZzSvcEOtwu95CcAGsfXJ99tI2MDFaVs3mQBSQB3rB8SP5djKem0E04rUUjybWZhNdxAYxHAqn67mP/s1ZxqRyWkYnuxNRmvRjsebLdjO9GOaUYopkicUlKaSgBQKMUCg0AAHNLQKKAExS0YpD0oABRik706gAooooATNJSmkoAUUlA4ooAcAMV3HwofZ42jQLuL28q9emADn9K4bNdt8KufHdtnH+omP/AI7TjugPoAHDA5JNcv4qTbqNhcDHzq0TfgQR/M10y7y5O9mHTIWsHxepFlaSHH7u4Az35Uj/AAqq6vTZpRdpoqICqKwJx2rRtrggr6Vl7y9puAO4DNRfaHFwidQQD9K8g9Sx1IfcuQeKo3YJUDGc98c1JaufLAJwx74PNE6b0Y7jxzipYo7mIcRXUb9lYbvzrsUO8nC53c5rj7tCgLZ6Y711FhIZrGGXcDuQZJOP89K78FLdHLjY7MuKCq87h64FIVZWyAOec0oBY8nmlIxnPzHPrXoHBcY3PXNNA5HBwPU5pSWZsgfN6dsU0FdxLA5J4oGSNgY4IPtimFgAAOKkDnaOCB1HFNAOB8xIJ5wMUCFXHPA+tNIycAA56Y7U7Hpux35pDtJzjGP1oGIQpwxB47k0pB2kggUmQccr9ADSkkr7eo7UmMW1YJNExbB3A/rS/ESbyvCc3ON8saj3+bP9Kji+RgfSq/xGkMmk2FsBkTXAY/RVz/WsKmxUPiRyGj25kk89xknhc11UKHaOCfpWVpsGyNQOCBWzFkLuTrjkV583qetBWRIAQR8oJ+tI+Gzjj8c0B0cMCCSOCAOn4VFKFUcLtI7msmaESK32pE4YMwANd+gxGorhLANJfwqeRvFd4OldeHWjPOxb95IdRRRXScgUUUUAFFFFABRRRQAUUUUAeQ60rt4s1JhxiXHvjAq9bIQgxnd6nHH+FUNZkx4w1EE/KJenTPyitG0YPGCMkeg4H4mvNqfEz14fAvQmDbTjcTnqe5qhe/NEQcYA/GrxG5eyr3ArPukIBJAXP3QKgDLilZCV6Y7VgeMZ8aW5DcthcVsz5TJ75rkfFc7PaLGTzy35VpBXkiJ6RbPOz94n3pp604etNNeieWxvSjtSnim9qAFpMetBNFAAOtLSDrSnk0IBRijAJoo70AHammndjSUAJRmiigApKU0lAC00nmlpp60ALRSCloAWu7+EsJk8bK+cCK2lY8dc4X+tcIOtej/B1CfE19Nn5UsypHruZR/SqjugPbg5YcDIzzmsfxOofQ5HZRiKRH+U9Buwf51qK+7IwRg856ms3xE6r4euUIIztXOO5YVdTWLKp/EjJgdHsCVI245NULBmmunc/dJwv0qg07JGbdDhT1rb0y3VUXsQTg+hrx3oestVqbUT/IAMbhQZ0ZtrAhh29RUYQ5yCAT2Hf/CkJYcSAEj164qGNJFG7OHyMMpP6V0ekoBpdupwCEyfl6DNcxdkpIQFOGHB9DXWWzbYI0zyEUccYOBXdglq2cuMfupE5UDByzH0FJzggjHPIyM0wblzhjnrwKcH6guea9E84Nh3E/MR35pPm+6ucgjkDr+NAGMsNxOccmkJJJwflHpQBKCQcE8+5yKaCCSGUBR6EnFMCjbwTuX3/lUgznJG0HoaBiY+Y8c9gKQl2G45GPyqQZAIJb8T/Wow4OQC319aAFHUEYx6nihj6k5HA5pBsAJz+JpHIAGRx2ApAAUqSeorP8ayLNf6PGOQsLOD9cD+laAGV4DZ/SsPxLOJdY05R1W1H6sawrfCbUleSJLQFIwR1FXFLjJVSR61UtyNoI6+mavIwVQRlSBn5/6V5zPUjsIGmfkqgUe/NRSu4XGSD39DVuV18rOQT1Heqcjbskk5Htis2Ui3oqbtSjzjg5rth0ri9B+fU49vCgk/pXadq7aCtE8zEu8xaKKK3OcKKKKACiiigAooooAKD0opD0NAHiV+6TeJL91JO6dyPlyfvHrW7aMCgXeWx1xjA9sVzxUHWLsnkiZuPQbjW9aKgQfLnjv0ry5v3mz14L3Ei8Ex02/nVO5G8NnJxyT2FXRtK9lJ9BiqtwmFKdsYpAjnr04U/nXA+K7n9zLx90bV/E4rvdUJAJJ7YNeY+KZTgp0JZa2pK8kZ1n7rOZGMU09acKaetd6PMEPIpKU9qSgBvU0uKMUZoAWijikNADh2pD1pBSntQAc0GikNAAaM+lLTe9AC4pKdTaAEPSm0poxQACloooAUdRXofwglZPFNzH1WS1bcP91lI/nXnqj1r0X4PCP/AISa7ZsmQWh2Ae7Ln+lVHdAe2AL0OcZ7Vj+K+PD0zAnAdOp/2hW2jBuAikj36VzXjmfZpEUZZR5swIA9FBJ/pV1HaLuVSV5I5KyBmugTyMZFdlYptUKcDI9Olczo8GQSeGwMfrXX2yKsak4xg5zXjzep6q0RNtDAZHI7joarXfBBGAOvIq0mDHjhh7nr/wDXrNvWTDblcDB+lQxx3M65k/egbhgnoDniu2hTESKSCQgB9+K4SJEmvYlBHzOF9OprvtoBCBQQOOBXo4JaNnHjHqkABX5j36ig7B1AJHYdKDtH97r6YpBjBA6A9q7jhHBl3ABTkjpimggE8d/7venH5iSG/SmMqgEYUjPTNAIecA5zn24GKQEYxgficUi887QvuBTiV2g5yfagYuRgjGcdOabnsWwfQ04r8pJGD2xTQgwSSSPp0oABjaRu4z7U0uSeTwOn0p20Y5z75NRkjcRjp360gRJhQpOMn1Jri9VvBNr0IAx5UZQ+2GNdkWypGSQO+K88lk3+Ibs8sqTOoz9RWFb4Teh8SOstikoIGQcZyKuNGu0KGYfjzWRaTKgVMgZ71qQRHaHZ93cY4xXms9SOw8IqgBVJPXJ6/pUMxYEgkeuD1FSyO5AKtwM/Ief1qm84dsMu05qRm14ZjzetJ2VTXXjpXP8AheLbZyTEcs2B9BXQCu+krRR5NeV5sWiiitDIKKKKACiiigAooooAKQ9DS0HpQB4bKVXWLpz0EzcD/eNbtsxdFIAJP3QegrH1iEx+KL9Dgf6QxGBkYJz/AFrVtj8o3nJ6D0Ary6mk7Hswd4JmmFRE469z1zVS4B3jJ4/nVkPkEhSxA6enpVS5bZGWyCxGKRBzmqupDEHjGK8o8ST778p2DgfkK9M1Rwo65FeSaxN52qSNx95j/SumgrsxxErRsVu2KaeTRSGu088SkoPWigAopM0ZoABS0gpaQBjiijtQKACgCkGaDQAdqMUtFACUlKetN7UAFFJ9aUUAFFL7DrTR70APHSuq+HV61l45sABkTM0DDpkMp/riuVFaGizmz1zT7kMB5VxGxJ6Abhn9KadmB9QoVC84IPtXEeP5c3tjbDC4VmIHbcwHT8DXbbsrycDPUHk1514rk8/xf5ZztiSNOfpu/rRiHaBrh1eaNXTYAjAdDxg+lbtscqFbggkEH1rNtIvlDhsMPy+lam3coB6jj0ryLnqMY/CkjjHXHesq7mJ7nr3GM1oz/uvmXkfxYNZFw+WIAyPT19xSKig0SIS61FjdhW8znjGP8iu6GDnGd3061zHhaAA3E4z8rBB0zzya6gOS2di/WvWwsbQv3PMxMrza7ASUB4fJ9+lNIYN93nHUtilcIeu7d7U3eqjBBx6YOa6jmAlyMAj64o2YXBVPfHNKHTsM9cnGcUxWwM4A59KAHjGM7uQeowBTgDzjcRn0pgYnOc4OO2BTmbjgN0+goADuZuHP50hXIyVJ9s8UiZ3EZx2yRxTiBjAf5emeaBCHHI2An1piHLMcYYHt0pSSGGG49xQmF659aQ0PcjYcAk47mvLrZy2vao+4Ya8cj8MD+lelXU3kws4UDAJBrzLSCZ55JeCZJWck+7etc9d2idFBXkdZFGhKebNtVuAMAEmtBfJRsCaRe2D2qrBGm1ZCgLA4B6/yqSWZFc5KDb2J5/CvPZ6S0LjNKUIDqxP8WADVMFndYyAzkjkU6MR7Q8U+125Py5/Dmr2i2putWTKkhTub0+tEFeViKkuWLZ2On2/2WzjiAxtXmrdAGBRXelY8pu7FooopiCiiigAooooAKKKKACiiigDyDxqhi8YXDFsB0RgBxxtx/Sn2KsyqTgDsBUvxFiZPE1tKFKhoF57MQx/lxVbTm3RhS+T1rzKytNnr0HemjXVwq4HPPJ9TVLUHHlqo4JOTVgDbGpJyOelUr1t+eM9BWaZSWpx+vTCOJsn+E15JK++6YmvTfE8hSOQHn5TXl2d0zt23HFd2HWlzixTu0iT3NIT6UE800nHWuk4wLGkoyDRnigBKKKQmgBQaUGm0CgB9IKM0UALjjijFIKdQAhopT0pMUAIaTntSmgmgBopQRRSDk0ALnnPSgDNIRThQADrTt7J8y9V5H4UlA5IoA+qdKuEu9OtrlXVlmiV8jp8wB/rXm+rOs3i++cMWUXBAJ9gB/Suk+GF39u8CWO7lrdmt2/4A3H6EVylti41K5mY7t07tu9cseajFS9xHThI3kzubdAAykcEA/hip9zFACe1Q2jjykJ5AGD9KWVlT5DnB5A9PpXls9EbO/wC7OfwPQ1i3D7gMjI7HpVy6l2qCW+U8D2qjFHJdX0VuFBDOFI9s9R+FOMXJpIbsots67RLZbTS4gSAzguwHqf8A62K1FI6ZB+nOKZHtCKo3Kq8cCn4Ug5bjPc4Jr3IR5YpHizbcm2Dl85ydvTg0oztOGf8AwppTBJHT3NAYbee/4VZA7YCpJZs/zqMheAN2fTcMZp4X5eT264prplsj5h60DFAwQGC8dec04phSRgn2pirleS2R6DikGG6dPc0AP2jPt9elBLHPPbpSqpI5yeaTBP3VAPv3oAa2OCMU9cY5THcZpmWLAtk5GOmBSHAG0fLn1PWkBi+K9RSw0WZjy7DaoB9e9cv4csybddocKfvYHX61Z+IErE2Vrx+8k5A5yAM1oaRI6WUcaoC4AwF6j61xYiXQ7cLG+pseSIYg4B5HADYzWfPJEZN0hXAb+NuR+FXHjndsSA4xjhuag+xRohdFDY5IyDz+PeuM7iY3MYhygO0jg8HBrpvCluEsGuD96Vjz7Vx6bJphAhYM7BShUfnXpVpAltbRwoAFRQOK3oRu7nHip9CzRRRXUcIUUUUAFFFFABRRRQAUUUUAFFFFAHmXxLTZfadN2KOvI9CD+fNYOmO7jvz15/Sut+J0ROmWM46JOVI7/Mp/wrj9KZmmHPA4FefiFaR6uFd6Z0JOFA5IUc1lXEhBbd3JNahJCquM7uWPoKx70/u2PfFYI2SPPvGVyEtpXBB3fKvua88jGFFdb41lO6NOxY1yYwABivRoK0TzcTK87BzjmkLYpaQitjmGjmkwaeBmkoAbyelAp2KSgAooxRjNAAKWgDBpaADNOpopc4oAWkJ5pBS4oATGaMc0o60YNACEUAU7HFFADe1LQKQng4oAM0Bv503JNLQB678G9UCafrNg8hHlFbhFxxtKkN+qik0ofuQ5x8x3H8Tmud+G8/2ZvEcx2kLppAB7ksAP511WlRALEh/3cVzYqXupHdg1q2dfAuIUyMcDP4inS5EX+6ehpUcKqkjgrgj6f/WNQ3LhFKZ74FeedyRmXkwBK44bpnv7Ve8MW/nXT3O1QkS7VPox4P5D+dZVw43lGwwPYj/PNddoln9i0yNCQrNl2A65PT9MCuzCQ5pX7GGKnywt1ZqbQ4wuSMelPXbnGBk9jUa+gz+Ax+dSlSGBG7P1r1jyRSm1cgKB9MUzevILL9QtDFwemOemRSbemcH1ywyKAHcYyCWI6U0k468Z7UBQ6jCLx75xTSCo4GCfTigBy4boWx78U4nZ0bk+lMUs643YpQ+OST7cCgB+7K9AfUgYoI2jrwetMDnPG4AHHGKUltpH3gPU5JFIBhJbGCMDvmnEjZjn8OppAdhwEAHr3rD8U+I4vD2l+eFUzuSFV27D7zfh/M0XtqBzurn+1vGgUNujskCn/fbt+VdPZ2qpGzgFTu2gd6+dr/W72bUJLsXMiyu5YYYjGa29G+I3iGxYRiRLon5VE6kn2zjrXFVg5O6OujWjBWaPdp1ePLBy2Rj7ueKqBNmSmefUcH8e1cxL8RY9K0qK41ZFEj8KkB3GYjqydMKOhJ4z0Jpuk/EvRNYvVtHS4sJHO1PtAUoxPQblOAfrXP7KSOlV4PS52nh7T/tuurM5OLf5jxwT2FegisDwxaiG1kmK4aRsZx2Fb9dNNWicNaXNNi0UUVoZBRRRQAUUUUAFFFFABRRRQAUUUUAcd8RYPN8Ls4A/dTI2fQZwf515/oxI6YAPFeoeNIRP4Tv1xkqgcc4+6wNeUaSSrYJ4BzkVxYpapno4N3TR0jSnymC8kLn/AD7Vj3r7YWGMnrWgSzwM4OFY4HqcetZWoNiJj/s81yo60ea+KbZ7gS3I/wBXA6q31bcB/wCgmuTYYIr1yXTEn+GXiq9aNTKtzbhGxkrsYdPT7xryWX/WtjoDXp0laKPJrO82RZ5ozRSVoYi5ozSdaB0oAKQUtN70AOoBpKBQAtLSelKKADNGaKWgApeopuaUGgA6U6m0vNACnikxmijFACU0088U3vQAgFBpc00mgDf8LPMl7KkZws6eXJ7ruU4/MCvU9Kg3kLxu6fjXnXg633zNKR8oIX+tep6ZAWG8ZXCg5x3zXn4mV5WPUwsbQv3NVGAjwB0GMGs+7kyxX1/pVtpW38jBOcj3rIvJGE3HPOcHuK5lqdUR1lbHUdTitz8yg7mI7KOo/wA+td2C28A9B+JrA8NWoSKS7Iw0h2qSP4R1/X+VdBtBAw65B5FexhKfJG76nlYupzTstkOG0gAJ1OAScU/B5BCj25phDcDKhs8HFOUtnJOe3I6V1HIKdi9QOewGKUoCQwXPH5UhGVGdvXOTSAA9QwHrmgYmCGAGQe496HwQOCPzx+NIAFyQuPc0OSVxtH4GgAQq2QSQM9yaC+M9PwpgQk5IycE8GleTy4ssVX8M0m0tWNJvRC71PyggHqfpTHlSMHcSPUmqwnkkO5QFA9e/4VLHAG+dgWY9zWE8RFaI6YYaUtXoNacPgJ5jHOemBWFrfh221dmkvpJQwAVPLYfKo7YIIPPJ4rpfKzwTgelDQRLj5eQeprlnXk9Dqhh4R31PKdU+EiXETS2UytL/AHXXyyfxX5c/Va5fTvAmqwh71rV5LWKdYZCCpKfNhtwB4Ge9fQMSZIB6delYviGxFnaT3tm7QiYeXdBejKf4iPUHHNKFV7MirQjvFanzl4k1F9R167nDHbvMUYPRY1O1QvpwM/jVHLxzGKaJ1wfmQDBJrTv9FXT9V1O11CQxfZ0Z4yBkylj8gX2Ock9gDVaN5LzyIXTcVPlqUHLHsPrXSmcD0dmfVnwz1T+1/AOmXDHMqoYpD3LKduf0FdjXLeAvDw8NeD7GxcYmKeZNn+83JH4ZxXU0xBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAFDVYBd6Vd2+FJkhZQCMjJBrxKwjbzdrDqeQOte9EZU14lDGkesXmNxVJnVQe+GIrlxK0TO3Bys2jclQCJFHyqFAGK57VztiZAMcce1dIDvhVsDJHb1rmtYwSV5ySQa41udydhJWa1+B2tSKVxcX21s/3d6Lx7/LXhz8sT617h4se30/4F6dblsS3lyroMAEkszE/QAdfpXiDjGK9SCtFHj1HeTGU2nZzSECqIG0oPNKBmjHpQAEZoC80c8UooAQilA4peppdtADMCl20oFGKAExR2penaigBppR1pMU6mAYpcZooBpAGMUUveimA2mmnmmnpSBDcU04z0p5NNVC8iqBkswUfjSZUdWem+ENPEenxseCQGbPv1r0SziaJTgD5gCoPUc9K5/w1pxNlHn5UAAz68dK6tmEQT5enOQOwNeXN3k2evBWikjP1HCTsB/EAQaylie8vI4Yxl2YLj+Z/r+FXtXk3+WFGScgY9qteGrXzJprsgED5EJHBPc/lV0Ic00hVZ8lNs6KCGOCJERGCIAoOe1TnAYEkGogpLD5QQeOSakwFIXgZ54HSvairKx4zbeo4tjPy/N67s0B2HI/UU8JxkhsdM0bA3Q5Ge9MQwZ5O4EjtjIFKcswyVGOuB1p67lbgqc8UGPdhtwwPyoGR9M5APpUU9wsKAuwXnjjJP0qvJdIdT/s8OPO8tZDnjhiQMep4NSNpsQmD7izYwxLZ/8A1VhUqqOi3OilQc9XsVxcySMTGpVT/e/wq1DbbhukJZvU1FPcWmnqGnkRATgEnGaBeT3K/wCioY4z/wAtpFwPwHeuVyqTdjs5aVNFjEUKsCQCPWnQuHY46Cubie7W6e1vZI5LgSlVdMgMgAIbHbrg11FuiooArKSs7M3jJNXQ4ocjA5zTggYc/rTvfNAIxmpYXYBAMmop18xTGVDK3ykEZBB9aezH171E8oRiF+aQ+nakD7nI6v4HstYtIIbu2gEkAKrJGzK6jORhufxByKt+FvhDpekajb6nveSRH3jziHOR028AD64zW/G6tOFY5BYA+/rXYxBVjUL0xxXXSu1qediFFPQlHSiiitTmCiiigAooooAKKKKACiiigAooooAKKKKAGN0NeIxh11m8QvuInkGfX5jzXtzfdP0rxTZ/xNbsAnJuJTnH+0a5sTsdeD+Jm8g3QAZ+VSMH0zXN62MXIz0bv6cV0tntZHjOMnpkdcVz3iOAxqjkEqcrn0OK44bnc9Cv478F6/rfg3w/fafCZ0s7MLJZRnLDdg71H8RIxkdR2rxKVHRmR1ZSpIIIwQR2NfaOgSeZ4e05+fmtozycn7or5p1zT4Tq91HLBGziaQHIwSQxB5r1acW1ZHjTlZ6nn+MdeaX6V158OWkqEhGUgEkBiMcU4+DY964kkCsOuR1xWvs5GftEcbjFHPrXWv4RiG7FzIpHqoNVz4RmYEx3KEdt6kGk6cl0GqkX1Oa5pRnuK3j4S1ANw8LDPXcf8KQ+FL9TzJED/wAC/wAKXJLsPnj3MMHHalDVpTaDfwHBRG+jVAdMvVHNsxHsQaXLJboOaL6lXcKNwqc2Vyq7jbS7fXYSKgKY6gg+4pWY00wOPWk+X1o49RQAp7ikMDt9aBigqpPUUBV7kUwDjNLxSBRmnYFACcetJmlO31GaTjPagBCc0hIxig4HcUmPagBpPFbfhLSW1TWogSPLjcM2f8+1YpRicBWP0Fet/Drw29pZLdzoyzXGGweqr/CPr3/Gsa0uWJvh4c812R3dlAqW6IgCqFAAHY0+7YJC2Ce2PpirAUW6jGMj0rPvX3ZA4wM4rzWemlqYs772+Y9Bke1dlpkH2fTIIthB2BmAHc8n+dee6neiw0q7um58tGZfr2/XFeYz+JvEdwMTa9qDZ9JiP5V3YRWu2ceMntE+nQxVxgFW44JwKSa6hRiHkhDA8guBn/CvlKW6vpz++1C7kPq8zH+tQmNm5M0jH3c13c5wWPq19RsE5e+tV9jKv+NMOt6Ug51SxHOebhf8a+UTbLnPJPuafHbqxY7B17ijnCx9TnxFoeTnWdPXHXE6/wCNRP4r8Px8Sa7YAg9BOpr5eMQQfdUZ9qQJtHCj8qOcVj3/AMQ614TvpIro+JYba9hXak9u+4leu1lwQw+tcpf/ABEgswUttWu9QI6FLdYh+LHP6CvLhu9OfpQQx7Vm0nq0aRqSirJnU3PxC1+aQtbzpaZ/iRAz/wDfTZP5YqvF458VJN5g8QX27OcFww/IjFc8A3pThkdqFpsJybd2e1+DPE58R3bS3TIt6saoyAY3AdWA9yf0FejxNtXJIHoM18q2V9c6ddR3NtK8UqNuV0OCK9d8OfFG2uoVg1hRDKOPPQfK3+8Oqn9K5qsJN3R3UK0bJM9RL5B/nQTlcFhiqVtf21zbLPDKssbDKsjbgfyqTeWXkEE88jpWGp2XXQc84DHLhQO9VxKEDEHcx70mELFh90fqamsLF7+4CAFUByx9BTjFt2RnUmoq7NPQ9MEqG4uEBVhhQev1roY41ijCLnC8DNESLFEqKMBRgVJ0rsirKx5U5OUrsWiiiqJCiiigAooooAKKKKACiiigAooooAKKKKAGnpXjM6G31OdWyrCeVSPfca9mrxvX5ifFeoKRws54HX7ormxOsTswfxs0bHJkB7KOcGk1yyN3p8qpnd99D6EU7TgrIMjGOTk1os4B2kZBriid8tzY8BXguvCdqhPz2+6Fgeo2ngH8CK8V16AL4l1JHYbheS9+mWNeo+Gbr+yNXkt5WVLS6PBPAWTtz7jI+uK828bWL2vjPVVJKsZ2lHoyt8w/nXr4aV1c8XEwcZMoyQuqhgBtwe+K0IjPKVQgZBx0xjtVG0eRkAI3A4GD9a3ojuZDswR1BHvXXc4mio8B2ESKD79Oah+xB84K4J9K17iNMjcvHXI7VVTCEEYYDJpp6CaKYsihZskY6YqpOk8fUluOhFaxdWB24JPIzVOWVwArKpGaaYbmaWSX5HU5bjPUVSubJoZMpkn6Zx9a2X+ZiQFXnIqpczMmFIyx6+4qhGV5jIvAK/LngdRVKXG85UHJHGB0rSco0TdQeMg1mTOwmDEDjJOO4pcqGjQhSA2ly2yPO1ByoHUNx9addSwJHHKkUbKnBwgx936VnRTldPuM7TmZQN/XAVj8o9eeapT3ZeMRh9ycH/ePvUKMbmmuhYgnE6yGZFKnCkBB3qwNkrqRErBgAMKMce2KRP3VuluFYPyzsDkHuMfiR+VT22+PhVJ29zzinGOr0CV0lqTf2TDIATbRgHu68/WpF8O6a0LMYWZgM/ewM0+G4nk3AFVPHAHetJY5Bb8sMkdM5puEXuiOeS6laDSbFbUZtVIA6bc45p40uybOLCPA9VHNaFq524ZDnPQjHarIb/ZwCMcGp5V2DmbMpdOtuNttGh9Ai/4VIdOtVYO6Lz1wAMVblnQKFIwTnnGaZHHLdTxxREZPJb09zUSlGKuzSEZSaS1bMvTtIW/1kwJCxVWDu+OAvBxn17Yr1aCBIbdfLULxzntWPpWnR2St5Q5Zsu+OWNbaMgUBuRXj16vPLTZHt4ej7OOu5UlkdG5bco5yKzbqdWSZwTnbgGr16RhnXrg+2a5+WZDbyZODjdn2rnWrOtbXOS8d3hh0m3tgcNO+WHsvJ/UivPMgGtvxVqiarq5MJJghXYhzwxzkkf57VhkV6lKNopHj15c020KcUdKbjmgZ+taGI7PtU0DgBjz94VAckDmliJAbHXd/SmgLMrKAGAqFnUscDA9KUtxg1GcFvagB+RzS8e9MGafSAXpShjjpTR2paAF3HGP0pAxU5UMrf7NOHAzj86MDvTA0dK8Q6nok3m2F3JCe+w5B+qniuxsvi7qqDF3b29x6kAoT+XFeeuq4GKjA9+Khwi9WjSNSUdmevw/Fm2mRIjpUqknHySg8/lXuekwpFpkBClWdA7ZOTkjPJr45sQBco2MlSMAdzX2XpRzpFkc9YE/9BFJQitUE6kpbsu0UUVRmFFFFABRRRQAUUUUAFFFFABRRWNf+ItO0/UEsJpJ3umUP5VvayzsqkkBm8tW2jIPLYHBoA2aKarBlDKcg8giuN8O6/qOrG1nuNd0MJND9qNhFasLhYWBKncZz2wc7MUAdpRXIeHPElzrVzBLLeaXHHdQi4i01Dm6jhYbkdzv7rtO0Jxu68VLJ4i1CEeIbq5sEs7XTbPz4UnkRppSBIS7KjnbGdgC5wThqAOo7V45riqfFmpsBn98R19hmu0s9Y1hLa+nl1HSNVurS2Lvpmm2rJOsu3KoSZnx6cqOtcDqe+zn1ie9v7W5v7aGS9ntraBkVQGAZVZmbd8zAchawrxco6HThZqM7s2bA4iHQd+KvE7uPxrHf7Toen3b6jcW813bWj3T2ttCy7Qm3eocsd5BZRnC/StGytr22lNvqN1aPfGEzGC3hZRGFKhxuLHfguvOF+npx+zkjvdWLJLmJLi1ZDxkYPqPcVwHiprh9WMtzkysihnP8RAxn8cV6GcbW45IrmPFtuJbASjqhB+g6VvhpuMkujOfE01KDfVHHWkmxh8xALZHtXVQI7hXcr+HcVyCgr06j0rrbKQPCrAn5V5Ferc8YsypkYJx7VnMqAsvKnGCexrSZwxGeRnGKrTQowJClT7c00yWiqsWxl+UMMcEfWmyhCuHODnikVxHuBdxyeMUrKkgXBbpk8d81SdxWsZU7PC2MqynPXqMVlTXStcgOMcY6ZH+elbl5HG6guue/+fzrFu7MAs65U465zmrQroimVGX5SDk8YPSs64XDnP51cSMkiNz3zUE8aqAUGSCOnfmmNbjpRENGKBGGQzF9wxvJVQOmemP1rJhgbCbxjGSBjk/h2Hua14pFNpb7FXarMHJJJ+8fw7fyqosvlMMKpG4kHvz79z71hFO7Nm0krltttvbFQF3vgAddoHIH41athvtlJAU5HGc1jPIHO5mOT3Pc+1aNjI4QKBuGeOa1i7aGctdTatocOMgZPArU+zOOAMj+VZ9vHKJFJGfoOK1S+VEYJyB8xHSquZEMYVH2FuvU1HcTpGhUZ68Ef1psgMcgcOc89RmqF6zeUCGOT1/Gok7FxRLG0t9OIoVIJ7+nvXY6XpSW0AHVm+8TWH4Xtd4aZk4Y4FdoqEpjAUV5GKqty5Vsj2sJRUYqT3HAqiBflHHUUxm+U4yc0n32wO1Nc7RzXEzuiULl23MgOQea4/xjPLZ6BcPEcb2WLIOCoY84/LFddcfeLDpXEfEBQdBiOMsJ1IOenBrSgrzVya7tTdjzTGaMCmkNTN5HavUPFJCKQ0wv6D60m40APLYpY1yD1PNRk1KgJhBDbeuaAJFQHLdhTT1zgChCdgG6nEgUANzmj5iegqMuB0o8w9KAJsNjpxQA/pUQZ2OAakAkA60APBcdVyKcGIH3TTFL55NShj7UwIiQfWgYNSseOaYCO4oAu6YP9KjIGWLAD2r7G0c50Sw/694//QRXx9YApJHjAZ2Cg+mTivsWxiEFhbwjokSqPoABSYFqiiikAUUUUAFFFFABRRRQAUUUUAfAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFen6bcAaLZIfmxb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"path": "002929.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002930
Men Tshirts
{ "bytes": 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", "path": "002930.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002931
Men Tshirts
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", "path": "002931.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002932
Men Tshirts
{ "bytes": 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", "path": "002932.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002933
Men Tshirts
{ "bytes": 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V13BT1x2zWM1Y1i7oZnFKOaYDkU4VBRKMZp4NRZ5p4NAEwNSo1VxUqGkMuRcir9ucEGsyJuKvW71LGM1DJuUHcJVcAE81LduWuTjkhRUK5J5rhqfEelR+EHKhxQzDFMcfvME05kGMVBoTAgJ1p4YDoajZQI1Ap4QYpEsbRSA5pa9M8kKO1JmigAopM0ZoAKKQ80UABpDQaSgANJQaKAEPWmk5OO9KT+PoPeu20TwDPeWkV1elv3hysS/KAP8AapqDYm7HJWOl3upE/ZItyjkyE4QD3NdZonhu1icSfYrnVrheQiLthX6s2M/hXReD4IdRXUEuoYj9ju2gSFRhAB0JHf8AGu1ChVAUKoHQAcflW6ppGTmznIG8SJGsdrpmnWcKjhXlzj8qkS28TSf6zUNPiB/uW5Y/zroPek/z1qyTHTR7lxuutWupfUIwRfyxVuLTraEjAZj/AHmYk1cwc0xuBQSJgdKCKaW560m/3pgOxSUm6gmgQ10BzVWRSDVo0xgCOaYFTB578elcP458Li+tk1TTreMalZsJFAGPOUdVP4V22qXcem6Zc3rIXWCMyFR1IFQ2so1LTIbyFQEniDqD79qNBptHL6BHofiDSIL+3tghcYePJGxh1GO1ah0DTM/8e4P4muWuon8E+LPtm0pomqyBZ1/hhlPf2z/SvQFiyuR+YpcsR87MxNIsI/u2qfjzVuONIxiONU/3RirPlEHpThC2KLJCu2V/LJbPfFcv4z1Z9I0dkt8tfXbfZ7ZR94s3BP4V2JiVVyxwOprhNLA8U+NrnV3G7TdLJgtVPIaXozfoaNANrwzoQ0LQ7W0A/eIN0h6lnPU1vREKuPSo2bPTrSqKBk27cpGeoxWX4SvjPpUkBbJtLiW3P/AT/wDXrSU4IPpXKeE5fJ8TeKLHptvBOB7OB/hRYDug/AwamjYkZNUkbNW4zxQBYzxXJeLNAe5b7fapukH+sA6n3rqs8UbgTg9aTVxp2PHHkdW2AHzDxt71zPinxV/Ywlt23fa8/KhXp71694qh0+ze3unh8uSd/L8xV4BwcZ/GvK/Hfh+XU9PeZ0Iv7UfvPWRT0NTyIt1NNDy2XUbi/uzNdSlnY5BzwKvQyFvc5rAAeKQKxwQcV0ug6RdaoyhQUhJ5Y9atNRRCTkW7ZpJpRFEjSP8A3VGa7XT/AA5qt1ahZ7g26EYAXk1u+H/DtppsEfkxgvj/AFjDJrrLaADGR2xxWcqjNFTXU8Mj0TV/C/ixJLh5MeZuhucZxVq7vJb24aWaZpnJwXYkk+9e3X2mQXtlJHLGrKykDI6H1FeGTx+TcSx/3HZfyNZN3LSSDdj3pQ1R5pwpDuShgKfuUdDUIweKdnB4oAmDmpUNVc1IjigEy9G3pVqFuazo5DnirUUnIqGiiSVy1wW6HGKTDA5zUO/dcNzUuTjNcFT4j0qXwoQ58zk5pZDz0qMEmSlkb5wMk1BoWTwFp+6os5ZevSl6ZoFYQcUUUV6Z5AtFNoB5oAD1ooNJQAtFJijFAATSHmg8UmaAEzimsfenGmMRg56UAdH4N0hdT1IzzrugtvmIPQmvYLKQGEL0CjgegrjfCVmLLw/ApGHm+dj9a6G1uPKlwehNdcY2RzylqY+lt/ZPxH1TT24h1GJbmEerD71doCOxrivHET2iWHiK3H73TplMmO8THDfgK6qG6WWJJUOUdd6n1B5FMVy4SB1NJmkRw49aCMUBcPxpGFGeaWgW5Cy80zbipmFMIoAjPFGTTiKTFMQ3JptSYphGKBnMeP7g2vgjVJFOC0Yj/wC+iBWpocf2fQNOgIH7u3QfpXPfFFiPBMsQ6y3MKfm4rrLSHy7SKM9VRR+lAFDW9Jttc0uewu1BilGM91PYj6Vz3gjVrmEXHhvU2P27TjtRm6yx9m967UoME49q4nxxpdzazW3iXS0JvrA/vAo5li/iU0hHZBuc0MxHb3qjpWp2+sabBf2jAwzgMMnlf9k+46VNO6xxM7sAFBJ56AcnNA7nM+OtbnstOTTtPYnUb9vItwOoB+835Vo6Do0Oh6Lb6fCMCJeW7lu5Nc94YhfxJr9x4pnU+TGxt9PVv4V7v+NdyIxQIhCU8DFS7R6UjLQMYelclpKeV8TdeA6SWcDH65IrrGJwawrG22+NNVnxjdawjP0JpjOkiqyjVTVsVOrccUhFsNTQRuz1qMNkUo4NAyHVdOh1bS5rCcZSRflPdW6gj8a82mlne3lt7lD/AGlpzGKZQufNhPf3r1JSfWse/wDC1nqGuQaqZGinRPLkCHAkXsCO9AHz7qnh2yi8Rzu0DOmwMidACa6bT7YQRRgIFAHAFbnirw7JpesPMWMltOdyEjO32qtaQgjGMD6VlJmsdjq9JiEtqhxyBWtHDjGBWRosu0iM10iqCOlZmj1I0UAYIyO9eH+LdObTfEd3FghWYumfQ817qw44FcD8TNHM+nRapEv7yA4fA6igDy4dM5pQaZnHFKDSCw/vTs9KjzS7qAJc0oIqHdTgaALKPirCS5qgr89akEhBFDGXYmBkap95xiqtphst2Jq3ivOq/EenSfuoj3fOaOd4OO9DHDnApu45HHeszQs5Jk5pWPHU1GGPmGlZm7UgHUtGKTNeoeOLRikooAO1JmlIwBTc0AOzTd3NFGM0AB5FN6U6mmgAzSxx+dcRRd5HVfzNNFaGhQC412zRum/NXFailseq2yCK2iiAwFUAU6QbRuzTkIIFLImUNdRy9S2kcWqaXLZz4aOdDG4PoeKw/B888NhPpF2T9p02UwknqU/hP5VpaZLhJF7is/VZItI8QWetO6x2t2pt7oscAkcqfz4oGdDbSlJthOPxrRyGHUV5TqfxENze/Y/DFnJqd1nb52MRL75rXsrD4hXapNLrenWzH/lkLbf/AFpAd2cA9cfWhW79vXt+dcp/ZHjWQgXHiO0VfWGzw36mrcPhmU4N9repXR7jzfLX8loA6BnQHlh+JpCOP61Ut9FsLfBWDLf3mYk/mavFQAAPwwKAIiOaMU8qR2pD7UAMIpCODTmIUZOAPfiqdxq+m2i7ri/tox/tTLn8qYHI/E0GTTtIt1/5b6jEuPpk/wBK7ZVwg9cAY/CvMfHPizRLzUdDW21CGZLa9Ekpi+baB/8ArrZk+Kvh4MVhS+n9NluwzQB2uMHmo5Iw6FSAQ3GD6Vw//CzfPbFn4b1Wc9jt25/Om/8ACaeJ7kn7N4MusdvOlFAFSW2v/AWsSy2VtJd6BePukgjxvgc9x7Va1281DxJs0XTbaSJJ8fabpiCIo+4z6morvU/HN5ARJ4esbaFvvtLOeB9KTTbPxLKPL0m90u3iPMhkQyMD+fSkOx2thZQ2VnDbWqhYYkCooHQVYK8cVzUfhvxFKSb7xVcD2tYVjz9KnXwooyZta1ic/wC3dkD9KAN0Y/yaY0ifxMo9s1mJ4Y00NmRZ7j/rtOzD+dWY9F0yH/VWUKEdCoP+NAicgHkHg96iitgt7Jc8fPGF/KrAQKAqjAHamyW8MwxLGsg/2s0wHYGO350j3MFuheaaONR1Z3AFU5dA0iZt0mnwtn6/41EnhnQ45PMXTIN3YsC2PzNAFS88c6FaSFBPPOR1MELOB+PSq8PxK8Lu2JL94H6bZImGK6EJHEgjjRFRf4VUAflXL/EFLZPBt5I8EPmybIkcxjIJYUDNUePvC4XJ1iHGM59KY3xK8KJyNTMjDnbHExP4VzPjTQ9OsPB2m2sFjbrczTwQmQJgk9T/ACr0C10yxtIUSOztxtABxGOoFIDj9W8WReIrJrLTtD1K63H5ZmTaqn1rCtg0UrRyKUkXhlPUGvWVIXAQBAOmOK4bxdpwtdTW+jGIpzhsf3qiSLixunuEkFdTbNuQc1x1m+0j1rpbGbIArI1Wxplc1BdWsd1aS28oBjkUq2RVhSMA0jcj8c0MaPnnXdKl0XVp7OUHKElSf4l7Vn5zzXsXj/w7/a2m/a4EBubcZ4/iXvXjZBUkYxg9KkbHZozTM0ZoEPzShqj4pCcUATB8UokyRk1BvpN1AG3Yf8e+fep888Gq1gR9lWrQAzXn1PiPSp/CNz8xpd3zrSAjcaVSPMHFZ2NSVTmQ05jnOBSI2GbigsCOlAXFoxRS4r0jyAxSUtJQAjUlDHgUmaAFpDRmg80AGabS4oxQAnauh8Gw+brLSdoo/wBTXOk12fgaDEN3N3ZgorSCuyJ7HbxjgYqRhmmR81ORxXSc5TscDUXjPRl4+tc/rvgv/hIL+4+2ahcNFHGfIsw2EL9s1uTM0F3FKB0OK0rk+VcRXCE/NxxQBl6Pb2cGhQGytobdGTlUUfeBx161uafITEATnHU1lW0Ytrm+tVwY93nR/RuSPwP86uae+JWFFhmzke2MVWuL60tULT3UMYHdnAzUT6fbXMhklVmJ6gucUiaHpcZyllDu9WXP86QFKXxfo8TbUmlmb0hhZ/5VXfxTeyn/AEDw7qE/ozlYwfzNdFHCkQxFGqD/AGABT+2CT+NAXOSa+8aXSnyNK0+zHb7RMWP5DNQNofi++P8ApfiOC2B/htLb+prtDg9h9aMcdaAucN/wriG4bdqOvavdN6G42D8hViH4Z+FYWDNpxmfuZZS2f1rr8UncfWgDzbxB4e0mz8ZeFrWz0+3hjkkkd1RPvADvXoEdrbwgCGCKMdgiiuV1gq/xQ8OqT/q7adv0FdeMEcdDTAQ5J4Jz7YFNIJ6kj3zUmKQjjkUAcR4q1FJdd03RZd/kXm9SFONxxxVM2FloUG/TIZre/tySwLf65R1z2rQ8UaQ89/aXoDJNaP5sMqjIBxyGHoa5+WQXGomW4nnXev76FR8uM+p6fSkM9LtZ/tVnFOo270DY9MipCvvUVmF+yRFCChQbSBjip8cUAREUwipSDmk20CI9tGKk20hXmgBBUchAU1KRiq8zA8UwIQdzda5jx4v2jT9KsicG51GMAew5rqIlPUVzniSBrjxB4bwv7iC6eaZyRhcLgfrQBF41Bu/EnhewHKyXTSEdsKDXa7s5+tcje2ct9470nUIips7SGT5yersPT866gPx3yKQEwI6HpVHXbVLzR5oWAyo3KferSnJrzr4x+IJtH8LQxWs5inuZtoIPIABzQ0OOgyzmPQ9Qea6Kyn6c1514U1Y32kW8rHLgbWz1zXZWdwcisZI3izrYZQQOasZB71jW0+QM1ppICvFSy0OcLjGc8E89PxrxL4iaXHo+vRywALDcqXZfQ16/qeqWulWb3d3MsUSDnJ5P0FfPXjbxb/b+sNNEf3SApGD6etEVcUnoR7geR0ozVSzn8yEBj8wFWc0NWZKdxS3NITTSeaQmkUOzSE8Gm7qaW460nsB0Gn5NolWMEHNQacf9DU+1TlsV58/iPTgvdQ0ZDmnR582mZ+Ymnof3lZssmU5dqCKap+ZsUuW7UholozSnFJ2r0zyAzSZ5pCTmigB1NIFL2ptABRRSZoAWkNGaM0ANzx9Oa9D8GRbNE3ngvITXnh4DE9MV6j4fhEGiWqH+5k/jzW1MzqM3YwM1YXnioIADirCjaa3MCjfwloz69qltJBc6aYzzJHVmWPenTrWXDIbC+ww/dvw1AE0mTLbzZ7FH+nUUtm224NKx8q4ZDyh5Hv6VCjbbn60wOgifipgc9DVGF8gVZU1LGT0U1TmnUCCiiigAPWmEdfXtT6AKBnF3MYl+KNoxGfI053z/ALzKK69V2qK5yCLd8Srtj/Bp6D82zXUbeTQBH+FBHHQ1JjFAxQBQu12kNjjociuV1+wS6MYVvn3DgDORmu4dFkTawBB7VAtjbxuXEI3e/NAhIY9kEaY+6oFP21JijbQMi20m2pcCigCLbQVFS1G36UBcibpVZ1ywz071ZbGeTTGwBzyKAuc9rc62dheSln87ASJQcZduBXI6RB9r1MNJICkC798r8MVBCZz6tk/hXQ+LbW9muoXt43kVVPyoM5cnbn8M5/CsZNGhTSpYbyeO1kMvOZlGEUcDB/OgDK8Aa54hudb1G21mZ3gXBUOowHDYO32xXqRbJJGa8/j8TeGNNl3DWbJXjXyyMknrk+1Wrj4qeE4FGNTErY58tCaYHbq+K8B+NmsfavE1rp6tlLWLcR/tGu0/4XL4Z3gE3W3PJ2YzXifi7Wotc8VX+ppuMMkn7vd/dpXA3PAuqi3uJLN3wrnetenW1+qqrb1/Ovn2C7kiYOhKsOhFW31zUGXb9qcD2NQ1c0UrH0KfE+nWEe+6u40C/wC1k1z2r/GOwtkaLS4TcSAHEjZAH6V4dJczTHLyM3ruOaF560lBDc2b+veL9W8R3Pm30+U/hjTIUfhWVGMnnn61EADUicGrsRe5oW8jRuDmtiOVZI9wrBjbirdpOUfaTwaU1cqLsahNMJoPIyOnrTawsapgTTSetKTTGOAcUPYpbnTafxZJ9KnY8VXsW/0JCR2qYnI6V5lT4j1IfChqnrUsf+tqIEYb60+InzulQWSq3zt9aUNxTUUb2PvSgACgCbrRRRXpnjimm0vamUAOpBQOhpBTAKKTNGaQAaKM0hoAa5Cxux7KTz9KxdJ+KutaWRDKsVxAhwFb72K07+URafcOeojOPrXlzE+vXmtqexnUR75o/wAaNDmKpfQy2rH+LG5a9D0zxLo2sQCWx1C3mGOgcA18fMTipLa4lhP7uV0PqrEVtcysfaUbhumCPbmq15apOhPftXyjZeNPEelOGtNWukx/CWyDXW6V8b9etyEv4YbtO/GGp3FY9xdpDbDd/rIOn0NIjgyow7ivO7D4z6Letsvbeezkbgtjcv510ug67Z6qjtaXKTpG2MigTOztpOBV1Gzisi1mGBzWnGwOKALimpBUCMpI6k+1PaZE++QD7nFICXiiqcmq6fB/rL22T2aUA/zqjP4v8O24zLrFmv1kzQM2qOnNctL8RvCUP3tbtj/ukmqM3xZ8HwjP9qbyB0SMmgDXtkz471GT0soR+proP/r15MPi54Zg8QXl4rXUkckMaDbFg8Zp1x8dNFXd5Om3sxx7LmgD1Y0oNeY2vxct7rQb7WW0yaC0tsKhdxmVz2GP881x918dtXLEW2mW0Y7b5CaAPfSw7UMfp+VfNVz8Y/Flxny7m2gHYJFmsC+8d+KtQBWfW7vaeqo20UAfVU9/a24zNcQxj/bkArNuPF2gW4/faxZJ9Js18mT3l1cn99dTSf7zk1VJoA+qrj4m+D7YEvrlucf3VLVmXHxk8IRD91eyT/7kRr5mLAfj1pBIQPlPFAz6HuPjp4eiGIrS9lPb5QP61h3vx8i5Frorexllx+grxInPUD8qZ2xnj0oCx6rdfHXXJM+RYWMY/wBrLf1rFuvi94suWJF1FCD2ij/xrg8AUopBZHR3HjzxRdKwk1m42sc4U4/pXPXF3cXUhkuLiWR2xku5NRngUzOTQMTHBHY0vQc4opDQAxiACahz706U5AFMXpQA4ZJqQAYFMFPFADsClWilFAD1qVetRKB3qVeDTEToaeDgg1AGqQHI60AWluZEkTDfKxxV9HDrnuDWRHtBEjHgdBVyylDK+TzmonEuLLhJpjHrTjUZ6Vi9jdatHV6dg6eufSpjjHBqCxGLFB7VKwGPT6V5s/iZ6kFogULg5PenRjEnBqNQAPxqWIbpKhosdH94896XHAx60R9T9TSoVYCkBJRmkHFGa9M8cXJpD1o3U0mmA7NIO9IDmloASgdKTNAxSACaOtJSE4pjMvxFL5ehXBHBOF/A1523X9K7nxdLt0hY+8kgrhXPcVtTWhlN6i44qLO01MvK1DIPStDMlHzrxULoQ2afC/apJACtAFdcEc4zXa/DbxFBoWuOl9OIbSZDlj0DVxTDHSmZPXmgLXPoG9+LWg6cpW2ke8cf3Bha5q/+OGquT9gs7eIHo0hJNeS8880qDGBQFjubv4peLLwn/iavEp/hiXbj8ax7nxRrN6SbjVLqTPYyHFYYpwoAtPcyysS8jMfUk0gfjiohTxTAeJPenbzwM1HinCgB4Y4Gc/nT4leaZIUXdI7BVHqT0qLOK3PDflW1xcatMoaKwQsit/HIeEH580AaXiq7jsbWw8OWzfubGPzLnZxvmbr+QxWPqVvHZWOnwYxO0XnSMPfp+lRafBNrWuQW7sXkupwHY/XJP5A07xFdrd6/dyR/6pX8uP0CrwMflQBnlt2M/jSF8UwtTSaAHl/emEknrTc0ZoAWigc0uKBBikx2/rzTh1xWlqNsi6Tpd1GigTI4Yj+8GIoGZR4opTSGkA0k+tM70ppKAFAppFP7U1vegCrIcYFNX0p0h+elAGM0AOAPpTuR1IpATTSCTQBKGpwNMCnApwU5oAkVuak6mmKh6d6k246mgQoz25p4woy/X0qPeBwB+NITnrzTAkLl+vTtU1oxVzzxVccKakhOGHoetD1A145BIuR170DJdfrWU90beVTk7Sa1oCJJYyO7CueorI3p6yR1dv8AJaKPpQxp648hV+hppAIry3uz2I7DU55qaHhmOe1MTpgipIwuGNIYkZGDmlUgdKRQuwnNKEBxg1LAnzSZpKTNeqeQLTTS5pDQAq0uab60meKAFzQTSZ4opAGaKBQaBnK+MpfktYj1JLVx7DHHtXS+MH3ahbof4YzXNNXRBaGE3qOj54pJU4zSRnmpXGVqiSqDtNWAcrVdxg1LE3y0ARv1xTKe/wB6oz0oAWnKaaCKUUDJgacKjBp4NAiUdKeKYpp4PFAC07HFNBpxPFMQen6VclvwdKhsY0KgOZJj/fboKonjpR7HpmgZ1XguJbf+1NbkG2PTrRyD/tuNoH61yzMScnr3+tdneJ/Y/wALLKE5E+r3RlfsTGnT9TXEhSAMntQIXNJRijFACYpQKUCnAUAAFLilAp2KBjcV0t7b+Z8N9LuQP9VfTRn2BANc2RXX2qGf4Tajnkwakjj6Ec/0oA4smmGnE1GTzU3ADzSgUg606mIOMUx/umnkGmOcetAyWLTHubNrlDyGPy1QDdu/pXU6QALCMsOpP5ViatYta3LOgzE/zA+lK5bRUDUhPOfSmIex6049cUyCcMuM04SjsKrg4qT71AEvnN2NLnNRYIpymgRLSiminDrTAeTgVJEeahNPjGKAEuEDh62NJy0kank5BrJU5Yg9609JkEepRhuAxx9KyrK8Ga0XaaO0P+rQdOKbj3p5GAvGRUZwSe1eO9z2lsOXJB5qSP8A1bVGoAU81JG2ITSuMQL+6oVTnAz0oyfKPNLGxH5UwJaQ9aM00nNemeQLwOc0maSg9KAF3UgPFNzSZOaAHk0ZpmeaM0DHk/Wk9ueRTc0uefwpAcR4sfdrZH92NawSOK1vEjbten9lVayjXRHY53uMHBzVgciqp4NTo1UIjlWoUba1XJFyKrSRGgBH55FRGnhivFIQKAGiniporUPZXE+f9WVFQigY7nNPBpmaKBFhWp26oF4P/wBepBQA/dTgaj709QT0B/AUxD88VNa2z3l5BbR/fmdY1H+8cUyO3ncjZDKxPTCHmu8+Gvhm/uPF9ndXdjOlrahp2LpgEgcfrQMrfE6ZI/EFrpURHlaZaJAB2Dc5riQBjHXFdxq3gzxXrusX2ptpzKlxO7B5HCr145PtUS/DTVlwLm90y2x18y6U4oA4zHtS44ruF8AWUZJu/GOixDuFYsaevhnwXbYN14xMmOogh60COEPpjNOAPcYrvhZ/DSDBbUtTusfwqm2nDXPh1Yn9x4cvLs9MzyZFAHA85wKkS2uJTiOGVz/sITXfD4i6LbH/AIl3g7T4iOhfJ/nTJfi5qw/49dO0629xAKBnIw+HtZuh+50u8bP/AEyIrutC8J6+fAut6bLp0kc9xLG0SuQM4FYVx8UvFU7HbfrEP+mUYWsi58beJbrPm65dn/ZD8UwNqD4T+IHAa4ktbX1Ej9Kn/wCFZ2ltj7f4msYvVVINcPPqV9cuTNeTyA9d0hNVtxZssSfcnNGgHoY8J+BrX/j88VM5/wCmQpFs/hraZ3X2oXOP7o6/pXn4BA7UuT07UhHdNqnw8hyseiXk3+08hGf1rPute8HBGEHhl844LSmuUOcetQucggigZ1MLxvCrwxeVG3Kp1wKSeGO5iaJxlW6e1JBxBEP9gVJnFYN6my2ORu7V7S5aNskdj7VEetdRf2a3sWD/AKwDhu9c1LG0cjRsMFeK0i7mckRA81IM1H3p4qiSUHinCmCng0CJBThUYNPBoAdTgcAj1poNOzTAdCP3makjkKzbwfusCKjU7RSRnMmPWlLVWHF2dz0qOUTQRSKeGQHFMP0qhosvm6VbnPIBWr7MAMV4tRWkz26WsUHO08U5CPKORTQ3y9akUjyD0zUGgihfLoVVBOGwaUkeV060q4xmi4WDNJkVHmlLdu9eoeQLuo3VFuOamitLu4H7q3dvoKLhoN3UjNkVrWvhfU7kj90Iwe5NdBafD9iN1xOSfQVNxXRxAOTxyfar1npV/ekC3tpHz3xxXoVj4MtoHBMSsAc5NdZBbJDEqRxIoH90Yq4pslzPH73wtqNhbiadMEjOFOaxxHJvC+W2c84Br3w2SyjEiqw9xTBpdgrBvs8ORzkr7VfsyfaHyDrbE61dAgghyOapdq0vEswn8TanKuMG5fGB2zWYDyK0SsQ3qRyDFIjc1I65qEnaaYE7s2MjNRGRj1qSJ8gimyoF5FAEBP50hyaU4NIOtAG7ptsX8PX7Hktgj8OaxQK6nw/GX0SUf3iwH5VyzDBIx904qb6lNBQKKcOlUSOB5yK1Le+s4I1DaZDO3dpXY1mAcU4fWgDaTxB5X+q0vTox2zDu/nUyeLNUT/VNaxD0S1jH9KwDzzSg80COk/4TLxDtwmqzxg9kO0fpVSbXtXuM+bqd3IT2MxrLU5p5yFyv3gCaYzvNbuZbX4VaHZtM7S3lzJcPuPO0YAH864EjHA/Guw8dyhJNI0tPuWVggH+82Sa5EgigBo47CnUlLQIcueOePrQaBRQAh6cU2nGoyaAAmmmg0lIBMU4Ug5p4FABRS/hSUwGk4qFzuZR6kVK54NQj/XRj/aFJ7FHVICEUegAp1IetFc/U1WwoP51l6tY+bGZ4/vj71aYoJHtjvVJ2YNXOMzzzTgehrS1TTTETPCDszkj0rKU81qncyaJgaeDUQPNPBpiJAaeDUQNPBoAkFPFRing4oAXPFAODmkpM0w6HYeGZc6dIn9yTj8q2GbjpWF4Ubdb3S/7YP6VusOK8iuvfPYw79xACCtSowEBNREDHXFSBR5PHNY2N7ilgYxzSjBGM0w8RjilXqeKLBci8xQMk4HrW1YReHHCteauM45QDGD6VzU0nyEU3TtOtp7O8vLssUhAChfU9K9WKueLKVj1HTj4NgH7u6gZvVzmuq02XTLxTHYyQSYHITFeI3Hhu2gsWZbj/AExIhM8eOAprY+HTSRzXTo5GAAcGrVLuZOR7RFpqKeAuasLCgOa5mG/nyB5rEE9akGqXUniyPTg4Nstv5jfWtORIV2zpMxqexoaZccACsXV1e1028uYCxk8rjJ4FQXmptaeGLfUNhcBEZ9vXBphqal5eyQxOQo4Rm+leaXHj68v7SSBQEkQku6+gzVLxH4+ude1E6To0Uixn7znrXNT6TeaPYXjXjlW8ptpHQ5rKctbDseb3UhmvJpSc75Gb8zUQ4NAORk9aDVrYCQc1DKvfFPVsUrDIpgQp8pqUsHFR4x1ozjpQA2RMCouxqUscHPNES+bcIg/iYCkxpHa6TD5GlwJjBK5P41UtxoctvcrqdrIjW8oXzoDg4J61qjEaqo/hAFc46q+rX9m/CzqSv1A4qIvUuWxoNpvg6cHydXuoGP8Az1UECqc3hyJjnTdWtL0f3SdjD8655e2eDTxkkZA4rQzJJYZLeV4pQA6nBAORTBRk/n196B1oAdTgKbThzQIeDirdhH5+oW0P/PSZE/AsM1UAqa3mkt50mjOHQ5U+hpgdJcumr+M7tm+eNC559EX/AOsa5pjlicYBPArb8PZ2axftyYLOQ7vdzt/rWF3xnkGgApcUAUuDQAop1IBilNADGqM09zTM0AJSUtKopAAA9e9PrS1exSyTTtq4aezSZvcln/wrNpgFIelLSN0oAiaoY/8Aj4T/AHhUrcVCh/fIf9oUmUjrDSUoPp9aM1ga9Ao4pDSUAKcFSGGQe1YWpaaYf30I+Q9R6VuUcEEMAQexqk7CaOPBAYelOBNa1/pI2mW3x/tLWP8AdO08EVonchkoNPBqIc9DShsUxFlTTxUCtUy0XELj0prHA5p5NQu2ev40A+x1HhFjuuxzjiukYj1rE8M2pg03zWGDK2R9K2T615OIleeh7GHjaCuKdpFSKxEdRdjTt2I+nesUb2Hk5jFPX61GGyBTs0BYyHfIPWtPwyZZZJ7cwRzQEAtG77TkVhmX606GGYyGSFZDswzFK9iB4cjqtUXU7a2v5308I8qhS4fO1B2qfwUqDSL+STfyQCV61BeTwmxvL43qulzAqLBu5RgOeKs+DpPJ8L37qOfMrUhnZaIFWyXa0pVm4EnJq5Y+bL4w1KWJQTHBGgJqpoEom0+GTBHPGTnmtjw/C39saxM6EAyKq57gCmJOxsXkPnadPCVyTCR174rhtd19dP8Ah/bwk5kkQRY+nFehZDQHcOtcDrnge81cW1ulwkdvG7McjJ5NQwucj8O7SEyz3s2N+49am+IuoQXnh68eAN+7YIWxjn0ruND+H9josgkM8kp7joK534zQ29h4FWK2iSNprpQcDGaz5G2O58+49qDRnJJAxSFwOK16AA4NODVEZRSCQUATHFRMKUOKazZPAoAY1TaehbUbcAZy4NQkVpaCP+JsmRnANJjR2L9TXNXy7PE0G3+Ipn+tdGxrDulUa6Jm6RwGTpWcdy5bGHcKFu5wnTzGx+dR0jMWO5urc0VqZjh0oHWgUq9aAFpwpKUCgQ8UvTvSClxyOM8imB02nRiH4fa3cNkNcTQ26e/O4/yrmupzXZ3qG0+Eulpn5rvUJJCf9lVwP51xo4wKAHDmnCminCgBaa1ONMZqAGNTaCaWgBKdyV4pAKkjX94o9SBQB1Hje3+y3Ojx46aTD+pJrl67j4nxiHXNNjA+5pcA/Q1w/NABTGqSo2NAELng1DHxKp/2hT5DzUY4I+tJjOtX7q/QUGmxHMKH/ZFOyKw6my2CkNGRRmmAUZpDRigBc46VnX+lRz/PDhZPT1NaFHHQ0J2JaOUeGWBsOpU+9AdG+VgM+tdRLHHMuJEDfUVmXGkI3zQMFPoatSE0ZwCgfezTkbnrQ9hcRfwEj1qPyZh/A35U7onlZOXqSxtmvb1IF+6WGfp3qOO0lkx8px6mt3RYkgvY1HJJPNTUnaLNKULy1OtiiSG3SNMBUAAFB6UA8D2NITxXkN3Z7KVkhRyvTtQD+7IPrSK3H4UDhD3pDsPBG0UYB70gbCjilADMMUBY5h3xWvost5HqEK2asxcjem3IxmsF39a6Lw35j3uRO8UaxlnKdce1exA8Nm54h0mwNvcXEqx2tyPuIjghvwqz4OQzeGL5QMkv0ArEuYdO1eOZ7J7hbiIFiJTkOO5rovAMZudKvYS7JuccjtWpJ1GhjytJjxjK8/NxitaDxGI+GhXOeSO9UEtEs9P8pGZsD7zHrVHaFVf5UzM6uLxFbEfOjD0xWot3HIiui9RmuCQ5IrsbchbWLJxxUjLTSlsZryb46XGzQ9MhPWScv+Q/+vXqDXCIc5zXjfx0u/O/sWIDgeaT/wCO0xo8e+bAHoMVGYmNSK2DzUwdTSGVPIamGN1rSBU01kDcUAZ2WFSRSDvU729V2hYHgUATfKc+lbfh+1IZ7tl46LXPYKjBrtdOATTYFHTYDUT2KjuWGNY2oOI9ViQ/dmiMZx71sE1Vk0K71i7ha18vMRBbc4Bx7CohuVM5CRDFK8Z6qSpx7Ug6Vu654d1W0vZppLGURM/DKNwP5Vh4IJBByDgjHNbNWMxRTgKQU4H2oAWnU0HmloEPFOVsfN6Z/lTKVV3sIx1Y4H1pgd940iFp4P8ACNmOMWzysPcsK4TufrXd/FOTy9X0qwxgW2nRDHua4UL3oAcBS0AUUADdKhY4pzHmojzSAXGafikAxTsUwEAqa2H+kxA9fMX+dRgdKlhOJ4z6ODQB2/xWOfFVqv8Ac0+EfjiuFrr/AIkzef4sLKcgWsK/T5Qf61yB4oAQng1Ex5p5NRNigZDJjNIRxxSuPn9qUDccKCT7DNIDo7Zt1tGf9kVLmoLVHS1jWRChx0Yc1LWL3NlsLRSZozQAUZoJpMigQ6kNApCcUAKKRulAPFNb60ANJ+tNODSnpTeKBiE1Y0/C38RHrVc1NZH/AE6I5/iqKnwl0/iR1o+4QRTWwRQpBQ80hHy15r3PXWw1e3PakV8AjOaAvAoC4VvrSAkVuBxSjHUUigbfwpAB0oCxyMpxnnNb3h2WcXkAt4/NZsqUPcY5Fc45Oa3/AA5OkFzbTSHaqt83tXsxPCZvx6Zc6XLe3A09yroVjw2QAeta3w9kYWt+o+8rAnNZdhqa5tI/tJAEsocHup6Ve8BNi81JATgjP1rQg7uCTzLbLkdeaoXbGOCSTgY71ats/Y2Udc1WugWgYMv8OMetNkMq2U4nTdvDYxyK7MZNjGQeNtcHpXMch6c4xXc2Tb9MTPpikBBzXknxsH7zRuc5WX+leuZx7mvJfjNDcM+mTrE7W0aPlwMgEkdfyoGjyPYfSnrG2aTzwCeKcJWZRhTSKJAjDuKcMjuKj2O3OcfjR5JxzIaLASbqa7ADPFRNGR/y0J/CoXDf380AEr5auu0eQy6TCT2yK41lYda6zQXJ0tVIxhjj6VE9ikaNVpgVuIZw5Xy1dzg4zirB6YqhqbGO1cjvEw+mcVEdGXLYoQeK9atXDJeyHI4R8EVal1vS9WGdWsWiuP8AnvafKT9VPWueYdAPypxt5khWQxMI24DEfL+lb3MjUlsdJKFrfVWPfZLDtI/EGsvhSR1GeD60wZIyTx7078DSAUHmnZpoxSnrQIkHIq/o1s1zrdjABnzLiNcf8C5rPWuw+HNit9470lD91JfMY+gAzTGWfinIJ/iBfKjZSBUhH4CuQCYFbHii9N94p1S5JyHuHwfocVjGUeuT9aBC4pjHBFLvz6fnTGOehz9KAI3bmkHTrV6y0LV9TYiy0+4mx1KxnA+pNbcfw78R7d81rFAvrLOi/wBaVgOZzSg+1dG/gy4t8m61XSoAOubkMfyXNQHRdKg/13iK2k/64Ru/9BTAxgD1zUiYDr25GSauXcOlxRFbS5uJpO5aEIv6tVHHGBQBq+I7xb/XJp0cOhWNQfoij+lZLfQ1sW+o6XBCqS6IszAfMzXBGf0qwmu6In/MrWrfWdv8KAObb2FJFDLczCKGNpHJwAgya6oeKdEjIMfg7Ttw/vSsatWnja4ub1Lay0zT7GJgSTFHllGD3NIZSjn8KaVGIZ7Ce8u0GJSTgBqSTxnaW6FdM0K1tz2eTlq5SWRpp3kdizO5JJpoGD2xQB0EV9PqG+4uWDSlj7fpUmaz9LP7px75q/WTNVsLkUZpKKQBmiiigAzSmkpCaACkNGaQ0ANJphNOJpp5osAbqfaki6jx61ETiprLm7jHqamovdNKfxI6uLmM/Wn7Rjmo0BEY5p2W9K8x7nrLYQqOxNIoyp5NKMnOaBjBFIYqj5etAx1oUUYAoA41x1rW0pYpbQpJIE561kv0q5pxLW0gB6NXso8JmwlmmR5c6Fs8dq6fwOjW+rzwuy/PHnIrkooN9pJPnlMCui8DyEeIlGfvIRVok9HtiqowGGxnjFV76QyRs33Tt44qS0dnMobgZ9KZOuMBe4NUzNmRpyhFYFiWOT9K7awIGlr9K4PT2n+2SpJIjIPu4613FgwbSlx2qRid85xWX4m02LV/Dd/ZSuFVoSwb0xzWmT3rnfGs7x+EtQVCRJJHtXHU0MEj5vZFjkaOPDYON1OU46ZJqIZT5OmDgg9jVlBgUIoUDuaUsF5zSgZpdqrzimAzcD2J/Cmsqt1XFTgZHHApwUHknmgCkbdd4IfHt7V1ts8BgRbdlKqOg61zjpzx1qxpLOl+FU8NnIFRJaDTOgzWdqzBbFz3JxV8nFZmsn/RAP8AbFZR3NHsc+w5q1ZardWS+XG6+UesbruU/hVdxxURGDW92ZHQR6xpUw/03QYsn7zQSFCT9DxVqM+DZxl01W2PfYQ1cuMU7OaLgdeuj+DZ/wDVeIrmD1+0Q/4VKnhTw5Of3XjCz+joRXF45yDQfwp3Ed5F4H0Xq3jDTsewNdf4E8O6BpOutdQeJYLudbeQeXEpyoxy1eKcGus+HMzReKtitjzraWP65WncDpLjTfhpBLI9zrl/dSsxcrGnAyelVf7U+G9uf3Wj39wR3dsZrzuVWW4dcAFWIP1zUqL3IP50rgejp4t8CQcp4OZzjrJKDVW5+IumQD/iVeE9PtmA4eUBsVwbMAPSq56+tIDqL/x94j1EkNftAnZIFCAflWFNdXFw26aeWRj3ZyarCngUAKAWPPapo1HfikRBU2ABTASkpaQ0AISajY809qjJoAYetaGjriS8lxxHbNj6ngVnk45/StG0YW+h30uMmaRIh7YyT/OkMyFHy59acF70Lk446VIBQBb01sSsPWtKsmzO26XFa2SKykaRDNGabmjNIY7NGaQE0hNADjTTRmigGGaQ0vamk00hIaaaacaYTTGNNT2X/H9F9agJqazP+mx/WoqfCaU/iR1icJmneYQKYhHlrzzihTmvLe56y2HCXsRQGUHpTTj0pwB3YHekMeuwseT0pSgbkGmBfWnA+1AHEyHHHarmktkTDj1qhKxJq1o5/ezL6pXso8Jm7aAtZXag9ga0/B7lPEdsf73FZdgc/aEGTlKueG38vW7M5/jxVCZ6zEqrPIA4PqO9R3POMU5PlvZPlHPcUy7dRIIxwVGTVEGXDp8dvdmWMlS555611OlNu0wjuCawSf0ra0Rs2kw9DSES5wOfWuQ8UyNLfW9vn93gkj1rrj2Fct4jh23tvLjhvlzSexpR3PB9bs2s9cuYXXaN5YfQ1XU165rHhBPElhc3IXbcQxlo3H8RHavIlVg5Rhhl4I96EE1ZkwPFLkc5qMHinA5GMVRA4tuI2j86UZxjcMUwnb0pvnAcAZoGSFQRy9LBIbadZQeh5qHzXPAwB70FmJydpx2pNXGjpg+9Qw6GqOr82q/74qGwvyNsEoHopqbVxm0GP74rFKzLvoYZHaoXFWcVGy81sZEIxS0YINFFgHA0ZpKcBmiwCV03gBSfGunjsCxP02muaAycCun8GkWd9d6m/wB2ztXce7MNo/maYGJchXv7hx0MrEfTOaYzYHFO6Drn3qB260gGs3FMFNOSakC0AOVeamVKai1OopgKi4pxopDQAhNNNKaaaAEPeozTiaYaAGk1rDCeGEyPmeZnH0AC/wA6x2O0EgZIroLyMRaU0ZGBFBEg/wB5iSf6UhmAo+X8af2oUc07FACxErMhHrWvkEZ9ayRgMD6GtNDlB71EkVEfRSZxRmoLFpCaM0hNAC0tNzSk00Ah60hpaQ0wGmmE04nmozmgAJqa0/4+4/rVcipbZsXSHrzUVPhNKfxI6qJQYwacAcU2CQMgHNTADb0ry3ueutiM5z1pwY7sUu3nrTwPmpDsAOGNSq2eKiOATTkPWgLHCydas6QxF4w9VqtLzmptJP8AxMUHqCK9lHgnRaex+0SjplDT9IkMerWpx0lFRWfF5j1BU0toNl9GfSUfzqgsew7SL3fgnIqvdKsd1nkllqUyf6TCdxwUBx68UXb/ADYIBIPWqIZVJNbOhNlZ1rFJrU0F/wB9KvYgVJJePGfaub8T+aPI2IzAHsOhrpW4Yiqt2AyRgjnd3oZUXYh0mJrfT4gy4JUk5HWvGfibotvpHiRZbWMpFdoZMAcbu+K9yIwBgVznjjwwnijQXRcLeW4MsLd8+n40IG7nz8PzoLhByfoKbIGgLI4IdCQwPY1CmZXyelMQ8ZkOWGB7VIqjHAoHHTFPoGN7UoNFFADlOHU46HrWjqj/AOhoexYVndVNX9SiJ0OG5DAjfjFSylsZvHHFBGRSRnKin4qkSQslRlaskUhUGnYCttpyqeam2ClCDPSkIaiZremYWHhyG2A/e3r+bKo4PljhR+eTVDTbP7ZepAcbDlpCeyDkn8qNUvPtl68q8Rj5Ix6IOlMCi79Rmq7nJ4p0jZNNUZpWAVFNTqtIq1OqimAKMVIpFM5ozQA89aQ0maac0ABpDRSE0DsMaoyacxpmeaQAvMiD1Yfzrf1gf8S2TaePt5XPqBGMVgp/rF+o/Ctu6cXOm3YB/wBXeCT8CuP6UAZAFLS96THNMAxmtC2fMIz2rPq1anCkZqJIqJaJpM0hbNJmsyxwNGabmjNFgHA0tMzTs00gF7U059aC1NJpgBphOKcTxTTQAmaktT/pUX1FQnNPtji7j+oqZr3WXT+JHWRj5eBUy5I61CmVU/WlWQ4xXltansLYnOB1601JRvPIppk555pMRs3TFSMm8zJ6CnK3XioFXaxxmpAetMDiZDnNO0041KL61N9kkcZAxUttbLBco55YNXr8x4fKblqNuoKT0LU3dsujg/8ALT+tOhIe+jGOppLsBbiQAYw2atAz1iKRPLtcgktEOaL0YkXAqCxffp9hJ/0zAq1fhiA2DgVRmU+1aOiNi9IHcVnZ/KrujtjUEqUSbEvEpqpcHMsQ96uTr+/b1qFrOWW4ifGFXrQx2FcjAHfNTQIzOuBxnnNPMAh24Te3vVm3Eife28kY9qEFj5S8UtnxLqQxt/0h+PxqjGcKOK7X4q+FZ9H8SzX6KWtLtvM3gcKx6iuIVs8+tMGiYU7mmKafkUAFGKFG7gZJPQAda6nQfh7rmvBZY4fs8Df8tJhgUm0hqLexy6nnB/KnTtK9t9nQkoWyBXqi/BeRbcF9WVZO4WPiuQ8SeDNT8L4llKzW6nKzRDp9aSlFlcrRyMKyRsY5FZWHZhirIIxzXTafqfh28MKeIFmeXbnzYOMfWt5PBvhPVYwdG8SpDKRxFcf41diDzsjIz2pMV2978LPElqu+3ihvIzyHhk6isKfwpr9tnztIvVx/0yJFAGKBzS9ASKsTWlzbY86CWP8A3kIquzEe3egRowSfZNEvJh/rJ2WFT6L1b+VYsjZx9KsS3bNaxwFh5aMzZz61UJ3dKQDQuTViNOBTFXFThsDpTAcoAp2RTN1HU0APopMUvSgBDSZoNJzRYA5pCaCeKYxyeKBjWbg8VLe2j2MyRyMN5QOV/u57Vc0DT/7S1qCJsiJAZZD6KvNVdSujfanc3LAZlkLD6dBj8qQFUdQOmavWs/kwXEW3csqjOTzkd6ppEzn5QSfQcmt7T/CeuakFNrplw4PcrgUAZH4ikx/k12y/DXU4Iy+pahYadH6TS8/kKrSaZ4Q03JuNXu9QlHVLOMKn/fRpgckODUkJxJjBroVvdKlkePTtAiZghYfap2ckDntisS6vmvJ1Zooogg2qkSBRilIaJaKTOR+FJzWRqOopMmkzQIdSg8UzNFCAWkNFJTADSE0tMNAAaWI4nQ+9MJoU4dSPWlLYqL1R2SDKZJ6gVGeNw9KfC5MEZ9VFIwyze9eVLdnsrVXGO4wCO1Oz933qORD5eaQZCoaLCLIfmlD5fFQk809D84oGiGW0dRwvHtWfJCysG2ng5ro5H3Hgg0xowwyVWuxVDhdIy4pfLuI5FA4qec+e7yetWntInHKKfpUYs0/hLLWsa6MnRZ6P4eCzaHZljyq1rXQ/0R/SuJ0bWpdPs0tyodV6ZrYk8TxSWrIYTuPpWiqxZg6MkTqOPwqzpx238Z96wotbgYASK6n3rUsNRtjdxHz1Az3qlUjcz9m0dpsUncVp+4beoArDu/Etnb5EZ8xh6VhXevXV3keYEQ9h1qZVUjSFCUjq7vV7S0zvkDMOwrDuvEs0xKwr5Y9a5ySX3JPqTUbXBx0rCVZs6oUEty3eFL6NorsefG3UPzXm/i7wlb6bAL3TgxQn97HnO33rtzMzHrxUM6rNC8Ug3o4KsPY1EazW5U6Skjx1Wz3zUqAyMqINzMcACrmt6S+k6kYmz5Lco3rWx4L05Lu+N1MAUj4UGuxTvG5wODUrHa+A/BFtCkWoakgkn6pG3RK9XtyqoFHA9BwPyrk9OuAoxxW/aXIOMkVzOTZ0Rika23IrK1fTor6ylt5V3RyKVYHk81qRPuUGiVAykYoWmpTSsfKWvaVLouv3FlKCPLYlCfQ1WjKjoO9eufFfwwbm1j1e3jzLD8suB1FeQp9eK6oSujlmrM07XWdS08g2mo3UX/XOU/1rUXx74qjHGt3ZHozZrm+g/wDr0wuaog6wfEjxSBhtS3/78SNn8xVSbxtf3PN1aadO3cvaJzXNM5phagDXudeW4jdP7K0+MsMbo4ADWUiljnHNIoyamAxQIABxS/TmrtlHp7hjf3FxEo6eTGGz+ZGK0Ui8LLgtc6szenkIP13UwMICn8DrXQK/hFCCbXVpT6GVVqZNT8IxHI0C7lPpJd8foKBnNZ4pm73rrx4l8MxcxeDLY/8AXS6c1OnjzT4B/ovhDSo/dsv/ADp6COKAZuFRmPsM1ItndSnEdtO30jNdr/wtG+j/AOPfRtHh+lqM0yT4s+I8YhFnD/1zgAo0A5eLw9rNwcQ6Xdsf+uRrSs/h14qvTn+yJo1/vS8Crc/xR8XSLhNS2Z7rGorLuPG/iW8H+kaxct2+VtuR+ApDPQvD/wAOpdG0rVZdY1G3tvtEAiLodxhBIzz2rJ/s/wCG2i4M19c6o69QhwCahgkmt/hFf3N9NJJcaldIkRkck7V6/WvPxjBx/hmgD0d/iHo+mr5egeGbSID/AJaTgMxrG1H4ieJtQUqdQNvGf+WcChABXKCnZoAkmnmuH3zTSSuepdi386jPIxRn2ooAs6ddfZNTtp2Hyq4De6ngj9aXWbIafq9zbD7sb/IfVTyD+WKpEbuBXQ+Jo/P03R9WQf6+38mXH/PROP5UAZKtmMGjmp9K0+bUo5FgKl48ZBNTTaRfQ/ehZu+VrnlJJ2ZvGEmrop0hpzxyIcOjqfQimZxTTQrMWkpC1HWqFcWlpvNGaAFNNNLSE0AxhpCcGlPNNPuaHsEd0djaNmyibHUU4nBBNJp53aXAcdsVKyjIyteVPSTPZg/dREcGM5PQ1HwUGD3qYoCzAdKiWPAIFJDHMACOc09cZFM2nHFKu/bn0pgiyEI6mpAB+FOIU9aAo6A0zOwKEXvTwY/WmeWT3o8o0xFhWXtUgPHtVQKw+lODsKd2JpFjd9cUqttOQOahEhxTg5NF33DR7l4T8DJ5pfNBB5OaqBqXfg9KYWRYyx6MacN46tUAkGKdvB70gJMsOetNZz6U0E0uT3xUsdjK17T01PTZYyuZkBaMisbwdcrFbPEeHR8MO9dQ7EdKwrvRWW/+22DCKQ/fjPQ10Uqulmc9Wjd3R2VldkEYNdDZ3eGXJrhLK4dCFcFX9M1v21yQoOa0t2MdtGd7Z3AkwAeK01GV5rkdLvMnrXTW04dBmgGQ6jp8V7bPDKgdJFKsD6V8y+KdCl8Oa7PZlSI2JaFj3XPSvqrAOB61w3xE8Gr4i0YtAgF7bjdGe5HpWkHZkTV0fOnmHFMLc06W3lt5nimQpIhKsD2NM2Gui5zbCE5NKBk08REiniPFAhqjFPGc5pwWnhaYDQueadggdad9KQ0AAPHpSGkoNABzSUtGRQA0mmk0pINNOKAGkntVrTLCfVNUtrG3U752C/T3qqevBr0D4dWsOmWep+Kb1cxWUZjgB7yEcUDIfiPfw20tj4bsyPs+mxAOB3kPWuGRuOalu7ma/vJbqdt0srl2PvUaxkjigBd9GTSrGfSpRHx0oAYCfWl5p4QCgjFAEddLMrTfDS3bOfI1Ige25TXOH64rq9AT+0fBPiHTkH7yHZeRg9Tt4OPzoAwvDd59i1iLn5ZMq1ehHcDt9OMV5UhxcIUODuGPWvWEYMWGCSrFSfevPxcWveR6GEmn7rInSF1w8MbfUc1Vk0nTph81tgnutaBVTzil2L7VyKpJHa4RfQxH8LadL/q5JYz71Ul8HSA5gulb2bium2ccUbSvIBq1WkZyoRZw8/hvU4Mn7PvHqhrOktbmH/WQyD/eWvSgZCchsD0pxYsMSKH+orVYloyeFR5acjqMUnJFemPYWNxnzbSI+4GKoTeEtNnYlA8RPoa0WJT3MXhWtjgO2eKaRkZ7V2E3gh8nyLsY7BqzZ/CGpxnKokvuprVVotGbozRf0GQyaWoP8Ld60iMisrSra4sLVkuIWRt3cVorcxgEMw+lcU43lc9CnK0UmPSIlycCo2i2k05LkMSFU8UFt2fpUcrL5kQbelSRjKuPSmk4QZ5NPikG4gjqKCk0T7x7UAg0hixSFR9KCR+acvXrUWw+tOVD60xWJwCRTsYHNQ/MO9PDHvRcmwm7B+7Tg/PIo8wH+H8qXKnvj6imFh4dCOeKTKnoabs9TTCMH5aYiUqe1B3LTAWGM9Kd5hyeKQC+a1L5vrnNMLg9qaXHpRYQ8yd6YZPXFNJBpCqnqaTRVxZGDgMvDL3rQsLkshBPI6is3ao/ip0chjkV1P1rWlLozGpFPVHW2ExjkBycGunsbrOPmri7OXegcGtqxuSpAzXQ7HMdtBLuA5qb5WGGxjpWTaTboxVi61G102xkvb2dYLeP7zseh9qa1CWh5z8TfAAv1bWNMiX7SozNEg++PX614t5TKdrAqR1BHSvRPGPxV1HVL5rTRZpLWwAK7tnzSVwsWj6zcl7hLK5lQ/MzlDW68zCSvsVtmKdtBra0TwprPiHJsbNjEp2tLIQiIe+cmt2bw14c0AA65rv2m4HW105d35v0FaWM7HErEzuEVWLHooBJ/IVsR+HLqOIT37x2EJ5BuDhmH+yvWr83jCG1Qw+HtNttMh/56t+9mPvuPSuenupbuUyzzSTOecu2aBBdJbpOVtXd4h0Z12k/hUOKdkUZFAEeKQipKOKAIiKYQasYFJtFAEAQml8vmpgBR8tAEYhJP4V6H4rUaJ4A8P6FF8stzH9suMdTn7ua43SLY6hrFpZLgtNMqY9s9a3viNq0V74wuY4mHkWirbJg8fKvOKAOTESinhQKha5QZwf1qNrxAeDQMthfeg4HU1Qa9PbNRm5kboDSuBollHemNIvrWfumb1pwilPVuKALZkTnJFdB4G1SOy8UQ+Y6i2mR4pwx4KEVzC22erU9bULyGOaYGnaXmm2N9NdOrXLwyt5EI4VueCTXZ6JNKbBZ5n3yXLGZyBgZPYCvPkgUAcAV23hm5MlgYWwzRcAe1cuLV4HZg2uc6ISggZGR7Uu6I9sVXyM9CKXHpXks9WxPhOzYpeezA1Dxnkc07bjnpSuFiQEg8ilwD0NMGRznmnb/AFAp3Cw8KfSnhcdRUQIJ6GpN5zjtT5hWHfP2NO8xwOSKRTmkJGKSb7jsiZJVZsPGjD35p7WGlXWTJaruPXHFVgp9aX5gOK0VRozdNDJPDNg/MLSR/wC6arN4UlCHyrluv8Yq8JHGOtTx30yA4x+VaKqiHSZzsvhzUUbcoR8dgag+xX1v96xkP05Fdguobh+8UVILlG6cD6VXNEXLI5ghTnpTTFuUYxUpiz2wD3NIsZA+U/rTlSkiVXg+pGLc01oCvapjvHUUZ9RWbi1uWpJ7Mr8jinDp92pgqnrigop6GpuURBo8YKGgKP4W/Cn+T70wxGqEO28djS7cjlf1qPBHtRlh05p9BCsi9iRTCrD+LNPMrDqBim+YpNBIgJHUUF17g07cnqaQ7TQBGzLUbAY4NSsqt2pjRgDrQMi56ijfjtSOrDmozu70luBt6ROWPld+o+lbiSmJ1JHFebprv2DxRboSPKICNjsTXocs8L2QmRs7Rk12qPu3OKTVzRvvFNtoenfaJmB4O0Z6mvO7TxZL431I6ZqkLNHKSYHiOPJI9R3FXfGnh66vNPgfd8xG+MZ+Rx6fWtn4a+E47C3F3cpukbGcjkH0rSLSRm05HTeFvAOmaZagvElxMx+e4kXlvQAdhXaRWkMMe2OJVXpgKKSFgAABj6CrAPFS22UkkcN4s8BDVrGU6XdSWMxyTFG5VJD9BXz5rek3ug6hJa6hBLFOD1PRvcHvX16AMYrnPF3g7TvFlg0N1GBOB+7mA+ZTWkZESjc+U/NGc5kwfpQZyPulvxro/Eng+/8ADGoNb3sX7vPyTAfKwrC8kDtj1rXcxasQfaX96d9pk9Kk8lacIB6UCIhcyelL9qk9Kk8kelKIh6UwIvtUnpS/aZPSpxCPSl8oelAFYzynoKbvmb1q2IRnpThFigBNL1G70q9F3blfOVSFY/w571UkEs0rSSOWdyWYk9Sepq5sUdaT5RSEVPs+aeLcY7VPwOgoyfSgCIQDuKkEYA7U4EnotLtb0HNMY0DHangcdKacD+ICm+ZGD9/NAEox604YPeq/mrg7VZqXe/ZB+NIC0CK2fD9wsF/tJx5o2j61zm6fttqWK4njYEYLDkEdqmpHmi0XTlyyuem7nU4PPrSiVM/dwaoaNfPqOmCdlGVO01f2jPQ9a8WcOV2PbhK8UyRSG5DVIAe+DUOwLzkUo3Z4PFQ0XcmPToaFoRmA5qTzARjbSsMTcO1KDQNnoRS4QnrSAGOB1GaZyTndQQe2DSFWH0oAcC2KFY9yaZuPTBp3JFFx2JFbH8VP3g9TVdmGMDFNDUBYvIFx2qZVXHWs9ZSOMVKLjBxRcfKit5bdzkE+tIYz0UEH3qXkoVGPao2lKHBJBr6Lfc+auRHdnGTmmLuLfT1qdmL/AHhj3FNIIHyjj3qXCL3KU5LYjZgTwtR+eB2qVWL5CgH1zTCvXCdqzdCD6GqxE0KJQwzmgSj1FRumxsFeo7UxkGeOKylhV0NFi5LcnLAjnBpNi49PpUOGPAXj1pA5GQSayeGa2No4qL3HtHxw2frUbjGBgUpYgcH8KBKgIDA5rN0ZroaKtB9SFsg8A03e/rmrTbT3qPYp9qzcWjRSi+pAXYdSaTzPepTCTnnFRmI9sGlcdxDLTXmjRGZyAq9TSmP1GKxfEnmJpZMbYG7BHrV0480kTUlyxucvqVwJ7+edehc7T3ruPC3iJb21NpcMFkRCvP8AEK86bJNTWV7LYXQmjwSOoPevTcdLHl82tz1yz8RXM9i2kbI5Y93yM/VBntXomlBYrWJVxgKOnrXjugail7qMDKFAkXn616zpkmYVGa53GxspXOogcn8quL0rKtn4rRjPyiqGT4GKTpUbNgDtUfnYOP50DSuU9b0Wy1zTpbO9iEiMOGIyV+lfN/ivwvdeGdYe0lQm3JzDLj7wr6a87d0+lc54y8Pw+IvD1xbyKPNRS8TAcggVUZWIlC6PmsISBxS7SO1VJluoJpImzuRip/CmiS4HWtUYWLmD6UuD6VUElwaXzbkdqoRbDEHpS7m9Kp+bcd1pwkuCOwoAtbmz0x+FIS3qKrH7Qf8AlpTfKkb7zmgCwQOpcfnTTJEvWQVCbYE/Ox/OgwRA9zSuIebqJehzTRcs33Ij+NKBGnRR+VLvOOBTAN07c8JRsbq8jHPpQAxPSnhT34oGNEaDsT9TTgFHRRS9O1KPYc0ALk+tBJox9KXinoAgNGOSaKDyCKTA7Xwih/s+Y7ht8zgZrpQFPU8/SvLLS+uLKUSRSMMclR3r0uyuTc2kUwwd65rzMTTcXc9XC1eaNiZoFb1pPs5XoTUm8r2pwmOM9a4zquQFJFPtT1bH3gfwqQysx+7TM8nigBxdDwCajPPQ0pcU3AY9KQwG5ehpfNYdqaVx3NId2Rgiiw0PE3PI4qXzF7jioNppwOeoNKxVycCJvanLDH61AF78ilAYdGqWNMs+UOxFIYPoagDSA9sVIJW9DQBCSUCjFDZAIdBzyPanFRHtIzuPY0OrbN7NnPavoz5kjYcgq2WHb0puHyS+T7CnKqt/AwPfFBQgEq2SevsKAECoobGADUbfJ82TirXldCV3ZFNbaFAH8qBEGPMG/wCXFQHf5vLZX2q4E/vjjtgVGYY9wIJGe1AyN1JQYwF9qAI3TCkADuadMWHyBRiq5wMgjHoaYhDGqk4INRuo4OBS4xklyPqKj3uR8oLUDuDEAdeahaZ1BPSn5ABLD61FIoOT1GelQ4RfQpTktg+2OoO4Z4p32xQuWXbmq0nJOGx9agL5xkHisnh4M1jXkjR+1REcP+lcp4mvRNMsEbAqvLfWtWWUIjucBVHH1rkJmaWRnPVuTSjQUXdFSrOSsysQD1qNqs7KjaOtzAt6NeyWeqW7qxCh8Hn1r6C0OYSWyuDkEdR9K+bsEHI6jmvdfh5f/b9BjycsBtNRNGkGd9bycDrmteF+grBBMcgPpWlYziVzg9KzNTTIyay9aeS1smuYvvR/MR6itYFT0qrqUaS2kqyDKMhBxQXFmdp+oRajbpcwtkOOR6GtALlfXOa8o8O65Ho3iefRBcCSDeSjemeor1S3lDRKQeccU2No+dfiNo/9i+LbgBdsNyPNjOOMnqK5QMp59ea93+K/hxta8Pm6t03XVqd4x1K9xXzzlkPBrSL0OaaszQ2jqDSgGqInYdalW5NVczLR4puSeaiE+Qaf5tO4DiKQtxxSBs04Y70AR7Sx5oEZzkmpCQO9NLoOpo0EG1BSgrnhTUZnTsKY1w3agCznHXimNIg6tVbMr05YSetAEhnA+7R5rHtSrEAORT8ADgUAR/OacA3rTuvTilxjvRYAAPrTgabTgKVhjgoGD2712HhO+D2xsnf96nKAnqK5BRUsMkkEqyxMQ6nIIrOrT51Y2o1eRnqB3rx6Uu4/xCsrRddTUIwjsBMo5HrWxuQ/4V484uDsz2ITU1dCBkpSUIxml2qw5AFRtFnoakoGjDcg0wxEdKUQv2NP2OgyaAGBWHrUqr6jHvSBsdqkWT1FDANg7Umz3qdCp70/YG6GkBW2dMZ+lLsJ6irXlDGOaTywTxSGmVwnHpQYz2OatCPHNNK5PUfjQFzOlnJwVHmZ6ZoVjtO4n8+lRo21OBnipFyM9V75r6E+bHPKFDLlcketCIuwkR/Mep3UwfP8zqpx0NOB644zzgUASbiCvzc4xz0FNy45TBA6Y5zUSysxI3jHvSknGSvsCKAJTIzLtwVbryKiILHIJ4FNV9q/PlttIsvyM4YYHY0AS7CV3ZJPsOKpzRshLuCAehFWdzSoGCE59DUUjY+XawY+poAh3M42uAKhKouQBg+oNSOGGNwXGfvVHt3A5OADwRTAjZSFz5hb/ZK1ENwJLYUVO+ADgDPqKgkBbGUwPU0DIHOWDDGRTHKAcdcVJKofHyqMelVJFbshUeuaAMzVZdtuYwDvY/pWCRir+qOXugueFqnikUR4NNZamxTWFICo4INeo/CK6P8Apds3RGBx9a8xk7/Suv8AhxrEWla5KszACYDBNTJFR3PoC4izDuXrisGLUJLG9+diATWzDfLcRqQwIPpWdrFiZEMiDnGayOg6SzvUnjDqc5q86iaIjjJ4x615/oWp7JTCxPB5rurWYNGCGBAG78KYXseAeP8ARZfDHjNL+A4guW81cHoe/wDOvWPDOqi802Fy2SUBzmsf4haNaa7IkFxIA4hL2ciHO49SP5VzvgHUJIV+w3weGeMY2OccU3F2CE02epXIWSNlbBDAgg+lfNHjHSI9M8T3kEQxGW3L6c19KBQ8YPLZ6c1458WNNEV/aahsAEmUbHelB6hVjoeXGLHamFCO1XiPXrTcDHStjlKqg1IKcyc0g4oATcRSF2Oal2ijaKAIPnPc0CNj1qx8tG9RRYREIB3qVYR6UobPbFO3470AATHal6U0u3YYphfH3jTAk/Gjj1qPzV7c04OT0WgB2R9aX8KBk9qcM0AAFOFIeTS0DFpw69aQU4CgRLbTyWs4mQ/MvOM9a9B0+8iv7NZ4zz/EPQ151we1aWj6k2nXQOT5T8Ov9a5cRR51fqdWHrcjt0O8ZyOM0qyN3NRoUlVXTlSMg1JtryXdaM9hWauiVZD6VKJAeoquucVKCvelcLEuUxShFYcHmmYQ9GpQh7Gk2Fh4iOOCKTDr/DQNw4qRWP40XCwLIQOcipQ/HrTVZf4gKfhD04ouFh8bA9RxTtqA8GmCPuGzS7G60XCxgOY92ACv+NKJcIFLVCjAAkL1p4A++4yK+jPmxzMNqDB/ClxjkFqYJNvBYA+h608O6Z+Xfnkc0ACOcZJDKO2OlKCQxKkgntmknmjjBJU8n7oqLzTIxwduD29KQExDKuAwPrmh2LbB8qjvgVFuAJTcBketRBypCZ57GmBbYDbuDnb0AFQljtO4/MOxHNNedWmCLlgo57c05S+7cxyD6igCOM5PKZ9KbKhDfvMjNTtu4A2jNIF39X596YEAtiiFhICPeoHQnA3E1amLH92Arc8moJt3YAKvpSAgli/dbmAx0HrVF4iAS2fz4q+wUsSp7dD61UusRQSOVIwvegDkLjBupCDnLfpUf4UrHcxPqaTBpFB+FNYVJikYUAVnX3qJHaCZZl+8pBqy61WcYpDuev8AhbxSrxIRL5isPmBPKmvSrG5jvIACQQa+WbO/uLC48yByPUdjXsPgvxdHdxhSwVhjKms5KxrGZ0Wv6adPc31qMOMkr2otdf8AsMNjq1pdGd0QxXcC87cnrj2rdvFj1TT3CkbiOK8+tpptA1ieBLdGjulKShxwPcU4jmn0PQ761smtBDEVuvtaeZBKOTE3t6CvO/GGm65YeJ9P1HylYTJ5b+X0BHc12nhu6gs7ZUHzMvGWPTPYV0z/AGe+h2Sqrp7jOPxpSkXCHK7mZ4a1JNQsFL4Eq8MvfNct8V7Nbjw28gAzC4YGr91ps+gaibuOXFqx5HZfrWb4z1myk8N3f2keajpgBOmexqUzaS0Z4aTgUm4VUMxU9CB2FBnzWxwsncimBqi3kik3c9aCSbzD0FKAzVGrYPNSiZRQMURHuaeFAqE3BPQVGZHZsUCLDOq96iMueAtIkRY5NWUjVR0FAEISSTqakS3H8QqbHPFLmmAwRqO1OAx0paKACiiigYDrTqbTqBDh1FSCox1p4oAWj35+lLilxigaOk8Oaiz5spHJPJjz/KumG/HIrziN2hlSRPvRncDmvR9KvItSslmXG7ow9DXl4ujyvmR6mErcy5WPRx3yPrUgYZGMEVN9lGc5FI1oMZ6V59zuAbeOf0qQEHvzUBgbsTSosiYyM0ATgY7078M/SmK+OoxTwVPcUwHqBjlTUm0EcYpq9OakAHpSYDMMOmMUu91/+tUgUduPrS7T1GKQzzH/AITfS8ECG8x2+Rf/AIqnJ460wKFa3uyOpwi//FV5/RX0tz5yx37eONNd8tBdbc5x5a//ABXT2pD430wtuEF4MYx8q8gf8CrgaKLhyo78+PLBid1tckcYBVff3pg8baaJNxtrk+uEVf8A2Y1wdFFwsjvn8c6cT8tvdYPbYv8APdmo08aacrAmC6PtsX/4quFoouwsjvl8caZjLW10WJzwi9Pzp/8AwnmnLnbDdjJP8C//ABVefUUXCyO9PjnTyctBdFvXYv8A8VTx48sAMeTdEY6bF5/X/P8ALz+ii7CyO+HjfS/nJt7vceB8qn8fvVEfGen+UyiG6y3cqv8A8VXDUUXDlR258Y6btGLe53dyVX/4qquoeKbO5tZIoI7hWbA+ZVx/OuSoouFkX1vYh1V/yFO+3Q5+6/5D/Gs6ikFjS/tCH+6/5D/GrCkOisOhGRmsWtqEf6PF/uD+VMGRsKhdatMBg1Ey0AUnXn3q1pd69jeCYSOgHJx3qJ19qhIINJoD3Hwr4mFxDEckEgcV1l9ZW2q2u4Bd55DAd6+ctK1u60q7SVGJUcMvrXqej+OrU2oLXCpkfdY9DUNG8ZGjMLnTZtrA4B+8O4rZ0rXw2Ax4z3NZA8TadfKFaeNs/wC1WfdT2SsXinRT7NUWZfMj0yO8t7yHypdjqexqlqOhWd1ZywpEhEikYPSvMH8XLpsgDzBh2wc1pWPxFtpXCyXBC9waVnctTTVjy/xBoNzo+pzWk8WxgxKnHBFYrxshOa9D8e+ILLXlt/s5L3ERwZPX2rhpIn2/MRWyOSVrlLJzThQEJbAp3lNTEFLtJpmSDg1IjA0CFCH1qaOPGCaQfSpFoAdxinCm04dKBC80uTSA0tMAyaBRRQAtFFFAxRS0gpRQIeop44pgNOFADxzS0gp2RQAnet7wtqQstSEMh/dTcfQ1g0qttIIyCDkEdjWdWHNFo0pT5JJnr4A9Til2++aqeF2uNe0zfBEJJIQElywHP4/Q1vLoWoZ/49wP+2i/414kqE03ZHuwkpRuZhVvSkx7VrDRNQP/ACxH/fxf8aX+xL89YB/32v8AjU+xqdizJ2Ke9DQDHBrW/sK+P/LEfg6/40n9g6h/zyH/AH2v+NNUan8oGMYHHRqdukUYPIrYGiagP+WIz/vr/jTho1/jBtx/32v+NHsqn8oGMJW7qRUgmz2IrV/sS8P/ACwA/wCBr/jTf7AvDz5I/wC+1/xp+yqdgPmSiiivePnQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACtuH/j3i/3B/KsStuH/j3i/wBwfyoExxWmFalPNMNMRA6c1Cy1bI5qJlyKGMqEYNMIGeP5VZZQaiKc0gI1dl+6xH0NO82Q5/eP+LUFaUIM0WAcuWI3E59c5qYJkdaiHBFWFNAEflNklTUMpkwcmrecdKRIfNlRSfvNg/SiwXJLawcxKwHJqSW1ER5HzV1MFuggGAMRjCj6Vj6koBUDoeaYGDcw7vmAxiqYyprUcYOKp3MW1t4NIAjbNSA4qtG1Tqc0ASinCoxTx0oAeGpM0gpaYh3aikooAWlFNpaAHUopopRQA8U9aYDing8UAKaVaSlFAC0dveiigD1X4OsSmsrnj9wfx/ef4CvSL5p1tc24Jk3DhSAcZ5xnvXmnwbH/ACG/+2H/ALUr1GSAToFJYAHIKsVI/KoadtD28N/CRni8dWSOJpXYziORZsBlyM4qVL5pi0YhdGDsjEOMrgZzU/2CHaAQxw/mZLnJb1JpsVsGaadlCtKMHYx6D39ahJm5TTVBDZwiYPLK0W9sdcZx+NWP7QQ3RgEZ34JAZgpPGeh/nTxp8EYjCmVSq4VlkIIHp7042cbSGQmQsM4y5OPce9HvAVV1YOExayZdWZfmHO3r9BT/AO0lYptgYhovMXcwG72+tSJpdvGUKiT5QVUGViAD1pq2aeZFEq/JApZCzknPp9KFzPcCrcXtz5Fw3MflTqo2EHIOMitG3uftBmzGyNG5RgTmo5dPt5GkDB8yOGfDkAkdDUsNskLuybsyHc2WJ5pxTuB//9k=", "path": "002933.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002934
Men Tshirts
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", "path": "002934.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002935
Men Tshirts
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", "path": "002935.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002936
Men Tshirts
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", "path": "002936.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002937
Men Tshirts
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", "path": "002937.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002938
Men Tshirts
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", "path": "002938.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002939
Men Tshirts
{ "bytes": 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", "path": "002939.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002940
Men Tshirts
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", "path": "002940.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002941
Men Tshirts
{ "bytes": 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kUktg1GxKR7yrMOuB1qpY6pK5ka5sZbWMH5GdlbePXjp+NNAzNuFEV85Y8E1pW2GxjBrG1DU4P7RZfLBT+9uAOfpVuxuAoANLYo0LsBYj61n20TTWlzEoJM+IgB1Yk9BVu5kDRnmrnhSNJtTRGAbykM30PQfzNVTXNIyqy5INnW6RYf2fpkNufvKvzH3PWr/SlpK7loeQ3d3YtFFFAgooooAKKKKACiiigAooooAKKKKAIbi2huozHPEsiejDNcTCzQyz2L/ftZWjH+7/AA/oRXdmuG8VQvZa0t0gwtygIP8A00XjH4gj8qzqxvE3w87TL0THAzU7crxWbYXiXKZDDIxkZ9aqa14mg0dkiKF5G7DtXKr7HoN9SfWXv4rULZXMEDZyZZV3bR344zWRd+KYodNZnu4pWVfvRn7x9hWXfX1zr0CyXjCytkc4DnDMuOuKzoPD2ki5EjvczbQSEA2hj61VrDXM9kR6Z4ztHuNk0jxKclTK2frXVWGuWV8SlvcK5HvXn95/YnnyW0GlmZ4ySxV/lB9Ca19J8MHTp4tQVViYKXaJScDjoCaUlFDamtWdBq+oeVFIifMQPmwecd69F8OJ5fhzTVwB/oyHA9xmvC5LmbUNcMPzK9xKsGzv8xAOK+g4IlhgjhT7kahF+gGK3oqyODEyu0iaiiitjlCiiigAooooAKKKKACiiigBO1cn46tWbS4b5M5tZPm/3W4OfocGutqC6tory0mtpl3RSoUceoIwaTV1Yadnc8u0zUpUuRC53xuO3Xk0snhiG7kknhkns5txGY2xvH+Fc1m68O+Jfsd783yHyZzwJEHQj39feu/0q4F3Bu/KuNqzPUjLQ5mPQfs05JuZJGGQVuWLCo7qycQMftEKckkxJhuvQZzitvxHpF5e25NjcmOUdM1xVn4d8SW16Hv9Q/dg5IBzxTTN/arsWdM8LWvmLcTQhgufLD8n/eqTxEBY2QS3wi9WUDhs1vyTRw25WOQM4HWuJ8Ram140Voi75WO1QhyWIpWbZE5X1Z0fw6s5L3X4CoJhtMzSN74IA/M/pXs9ch8PNATQfDKbxm7uWMk7e/QD6Af1rsK64qyPKqSvIKKKKozCiiigAooooAKKKKACiiigBK5D4hFYtGtLgpkxXaHOM4BBB/nXX1k+I7FNS0C8tX43p19xyKT2Kg7SRxWnXyyFYmYbgOueoFM8Q65Ho9vGxQyMx4UH9a4tbyW3WVJX2Twt5TDOOQea6yPbq9rAJrdJRnBJHb1riasz1lLQyn8Q6pq1pKLa1aJBjbI/Gfp9KypLXX0uT5V/GzMed0nGPWtTU/C0FrcGe3eZIW9HOFPpj0poZ7eIINMtJiD/AK0swJ5+tXfsXGldX3Oav9AvJLp5TfxGQryQ3U+1RLrOtac8aSPDOi44RwWA962dUjmvD5bxx2ycAQ245b6t1rR0bw9bWFm2+FTI5y/GfwocrLUUqXLqTzauqWEMsg2PL2J6V13w7hZ4767ccsyxqfYDJ/nXlmsyFtUSIEmIHAQdR7Cvc/C2mPpPh61tpf8AXlfMl/325I/Dp+FXRj1OPE1NOU2qKKK6DhCiiigAooooAKKKKACiiigAooooAKKKKACsjxBpQ1fSpbYELMPnhY9nHT8O341rUUAnbU8QS/ksNQELM0dwkm2WNuzDqK35bSLVZ0a4txtK5ZwcEGtzxt4QGsQjUtPVI9ShwSegmQdVPv6GuN0XVx9uFpcnybhDteKThlNctSFmejSq8yJ5vDOl2isWtvOhY/NvYlh+tU7iw8OjazucDI2mU4/LNdvJbWl1D5crLyM8da4nWPhxp13dNP8Aa5FXk7Ae9THzOqNZpWDT7fTrmdVtBH5Kc4XGWNamo3UMELRMwB2etUrCxtPD0XkxKMnoSf0zWRq1y+r3yaZauBPLks/Xy07n/D3pNXd2TObZD4Mtjc+I21iQt5Fs58lm7v6/gK9b0zxrpF/Olr9o23fR49pwpzjr0rgZ1t9E0UpGNsNvHgDucf1NZ/hC1kSE3EwxJKxd2Pcnt+Fa0ZNu3Q5K8I8t3ue6UVzukeIIHRLW6fZIvyrIejfX0NdACGAIOQehFdBwjqKKKACiiigAooooAKKKKACo5JEijZ3dVUdSxwBT68Z8e+Kri98XWWj28hWzhvYY3VT/AKx94zn6dKqEHO/kB1OvaHba9Yva3CkMCWikH3o29RXnK6jrPg27mtNSWSWF8bLlRkY/p0r14Llyfeqt/p0V7HslRWU9QwyDXHc9JHmsXj5Co/ejbuweecU3VPHEC2rGOTc7L9zOcfWtrUPhto10xkWFopCckxuRk/TpWO3w106OQs0tyR/dL0aBaXQ59fF01wggtoHmnP3VQZNdZ4b8PSWkn9o3xDXz9B2jHoPf3q7pXh6w0obbS3VBnJPVifc1vLGQMmpcuxVmtzr9FdTpyRh1LrncoOSMk4zWnXg3iLxFeeGviNZ3VtKwDWUfmR/wyLuYFSP84r3Kzuor2yguoTmOZA6/QjNdqi+RS7nm1PjZYooopEhRRRQAUUUUAFFFFABRRRQA2ub1HxbpKXsukx3Qe+KldiqSFPfJ6Vc8S6umi6HcXe4eYF2xA93PT/H8K+fTey22ppfAlpFbc2erZ61z1q3JZI9bLsteKhKo9lt5s7Pxv4Ze5Davp67rlADNCP8AlsB3/wB4fqKreF9bF0IkJ5BCtxgg9/pzXYWF0l/Yw3ETbkkUEGuZ8R+E5Gn/ALT0Zvs94DukjBws319D71infRluPKdbcQefakRkB2HfkV5traeJLO5KWdoJY8kjaM8VZh8dS28vkXqNBMpCtDIMY5/WtSDxjbXBZWkQc4A9fWrStqLma0TsZ3h231SSUy6hHGjAde9a+p332df3ZXC8nnGa57U/F1rG6Jld4J3lemKsaDaXXi2+hVYnTTS4EshOC4/ur/U0cl2TKqkjf8B+Fjq2r/8ACRX0OLWJv9FVv+Wrg/f/AN0Hp6n6V61UUMUdvBHDCgSONQqKvQAcAVNXUlZWPLnJyd2FFFFMkKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEPSvNvFPhe2v7lmyYLqFsxXCD5lHUfUe1elVzmtJ/phbHVRWdRaXNqD96x5FdN4s0tsvD9pAOfNgOcgeoPTiqaeJ9YRiJdNuyGOVHlHJHQCvTHBVj8tV2iJbOK5nM7lHzPMFt/EWtXauEezt1JAaXsM9h3rsNE0e20iAhSZZmO6SZ/vMf8K15YO9ZGpXUkam3tBuuXGBzwo9T9KlylLQdlFXKGsSNq2oJp8J/dRMGmbsT2X+tdFYQiK3VFCfKOorM03SfIiCbTnqzHua3FVI4hHggEc13U6fKjiqVOeREV3NwcH19auHW7jRbcSJK5jUqoi6h3Y4AHp/8AWquCgV55HEcaAszMcBR6mq1oDrDi8KMtsMi2BHJHdz9e3tVmZ3Vp4jt5kXzlaJu5HIrXimjmQNE6up7qc1w8EO1NuAcVIiSQPvidl5zkHFFieU7iiubttZuIsCb94vv1rZttQt7nARwHP8J60rCsW6KKKQhKKxdZ8VaRoan7beIsn/PJPmf8h0/GvM9d+Ld/dM0OjwpaRdPOkAdz9B0H61tSw1Sp8K0JlNR3PTvEGt2+i6e0ski+eykQx93b6enrXz41wDrdpfTsSI7tJnJ74bJNSHVL28nae7upZ5SvLyuWPNUZQH3Keh4r1qODUKbi92YOreSa6H0DC2VUjBBFTMMiuW8C6yNU0GKOR83Fr+6k9SB90/lXU5zXzk4OEnF9D2IzUldFeRKzLvl8Y6Vrv0qhOoZs4rJmsWUIosnpUrrgVPHHweKZONq5PFKwmzyP4kn/AIqnT2HLC2YN/wB9cf1r0j4b+LrWTTRpt3dRoYgPKLnHHcZ/WvI/FV//AGl4pvJlOUiIgQ+y9f1NU7e4aDDoxVhzkV72Hoc+HUZHl15/vW0fWQIYAggg8gilr540D4kar4e+RNt3Z5ybeUkbfXYf4fp0r1nw/wDEXw/4giTZdC1nPWG4IUg+mehrkq4edN+QlJM6+imgggEHIPQ06sSgooooASigkAZJrivEfxF03R2e3tT9tvBx5cZ+VT/tN/hSlJRV2a0aFSvLlpq7OzZgqkkgAdc1yuu+P9E0dZEW4W6uVB2wwfNz7t0FeRa34u1jXXb7bdukB6W8J2oPr6/jWAXwOBgelck8Uton0eF4e2lXl8l/mbmueJdQ166867mLKPuRrwiD2H9axnbdUCPhtp6dRUoPeuOTbd2fU0aMKcFCCskdN4P8QnSrwWN2+LSY/Kx/5Zsf6GvVdivHnGc14Iy7lxXoXgjxUXVdJ1B/3qjEMhP3h6H3rSnLozw81wLX72mvU3tW8N6dqi4u7SOTHQkcj6GuWm+G2jBgYhcIB1CynmvRW2leoINVnjB7Vrqtjwbp7nB2fgfR7N94t2mdTkGZi1drpFxZ6LZR3V0RFB5yrkDgZO0fhk1UukKZwa574gXgtfB1rBn5p7hF/LLH+Qqoy1uP2am1Da57P70Vy3gHWDrHhGzlkfdNGvlSHPOV4z+WK6muxO6ujyqlN05uEt0LRRRTICiiigAooooAKKKKACiiigAooooAKKKKACiimsyopZiAB3NAC1wOvaxIvj+z0nI8uSzkdhjoQQR/X867KG7M8+1RhApIz3+teVay7N8Uo5C2W+yuAffIOKmppFm1Fe8dW6YO7HFRHB7VPuLwK2Ooqu2fx9K4WegiC5XCcdT0xUdvpK25MkgzK/LH0HpWxa2mwrNKPm/hHp71LJbmSQDGMdzXXRpWXMzjrVbvlRjCMgHC/SkS2Zn3Y4rXlggtIDLO6pGoyzucAfia8913xJca3O2l6NvFu3yySgYMnsPQfzroMCxdTt4l1kaXan/iVWzBp3XpMw7Z9K7K3tRHGFGABwAB0rP8OaMmkWCQqp8xhuduOTW5twACD+JoGQbFHQE04ncuCpFTY29P50pAbtz9aAKmzHr+VI3Azg4B6irM3k28LSzlY0UZLscAVwGv+ORloNKyvYzkc/gO1bUqM6rtFETnGO52Vx4uXRsrcThyBnyz8zf/AFvxrh/EHxJ1bUg0Fo4tICMEQk7m+rdR+GK46a4luHLyyMzMckk9TUJGa9WjgIQ1lqzknWcthsrtISzHJPWocVMRTJCEQsegrtsZXuTqcZxSGnoOSfUA0jCnYRreG9YfQdXjuRkwvhJlHdfX8K9lt7yOeFZY2DIwypFfP891Bax755VQe55P4V0vhbx4dPtRDPC0toT+7bdhlGa8bMMG6kuenv1R34WuorlketyXCqOaqmRXPFOYpKoZCCpGQR3FEdvlhnpXhNa2PST0HgbUzXPeKNVGnaXPIrfvNpCD3revmMMGR2ryvxfdu9wsLPlj8xXP3R2rbD0XVqKCIqTUIOTOJAPk73+8zEn6k0nao7+9S0lSFlchhuBUZ71GL2DuxH1FfSRUY+6uh5F3LUs44pkeVclDgjimC9gLBVYsx6AKabHMrz/JkgjnjFVpcDsdA8da5oRVLW63QD/l3m+aP8O6/ga9R0L4q6TqJWHUVaxuDxk8xk/Xt+NeEqM1MD2PIrGphKdTWwKo0fVUM8VzCssEiyRtyGRsg/jVfUdTs9JtHur24SGFerMcfgPU+1fOui+ItV0KUSaffSxrnmMnKt9Qa0NT1u68SXIubi4aSZfuQPwqf7g6f1ry8VhalGLlFcx34GNLEVVCpLlRt+K/Hl7re62s2ey0/p6SS/X0HtXEllUYUcUsu/eQwIIPIPaoTXgTnKbvI/RcJhKWHhy0lZAzVExpzdKjNSjoY1icfTpU0Tblz37ioTQCVYEfiKGCZeXBAxTWVlZXRirqcgjgg1GknAOcg9DUm/I4pGllJWZ6D4Y8XLeotnfSBLscKx4En/1/aujkuyp4avF5mRFy7BfQ571p2PirUIkEcj+fEowpc/N+feto1NNT57F5VefNS+49HmvC5xXnPxR1ItNo9qrfKhd2HuQAK3tL106jcmJ4xGwGVw2c1wPjm4F5rtvGpyybq1g1I8urQnRmoyWuhueHfE2peH7ZLvT5iPLkHmQtykikdCP69a9w8KeONN8VW4WJvIvVXMls5+Ye6/3hXz7pEDTWFzFjkxZwfUEGq0E9xp92k9vK8U0bbkdDhlNKnWcXboejjMsp4mPMtJd/8z60ory7wb8UY74x2OuMkU5+VLnojn/a9D79PpXp6sGUEHIPeu6MlJXR8liMPUw8uWorD6KKKoxCiiigAooooAKKKKACiiigAooqld3y2/yKA0h7dhQBLc3SW688segrOmuJrpioBCdcCq0szTNuckt0zjFRTtcvZyQ21w1u7/xr1HvVJFWK/iLXYvDHh67vJXQXTIUtoSfmdz046+9cPrJv530LXlcSCGBVu4wuCCyj5/pniuut/D1jbzGd1Nxcnlp5/nY/ielXZNOt7jY7r80eVABwGBGCCO4pSjdWLhLllcq2Debp8OfvHqKZfXMNmrAczY+U44FVoJpNMt7lJFP7uUpAX43LjO79cVglrjUZJZ1DbWOxMfqaxp0ras3qVb6RFXxFqiSmCxl8+UngSKGVa1Ik8W3o/eaja2ikc+Vbjd+tT6Hoi2YLyR5c966ADBxj8+1dBznMHwfFdSB9Tvbq/Yf89ZDj8s4rWtNGs7HAtrZIwPQVoE7Rn+VJnjIoAbt29SPyoHpRjJ607bk85xQAxo8ehqC+vLfTLKS7uiqxpjkdcnoB71bwobG47q86+Iur+cfsELfLAweTHdvT8K2oUnVmomdSfJG5h+IfFFzrdwyjMVsp+SMH9T61gbaAcjPrS5r6CnCMI8sUee227sSkPFLTT1rQQGmsoYEHvTqKAQhkkGBsXAHUt1qvMtzLnFz5Y9I0H8zVhs03FJq47mVJokEpDSPI8mc72OTUzwyRRqIMKy9hwGq/TWAIxUezitiudnU+BvGbQBNM1DMaZ2xFzzG390+x7V6nZ3SSnqBXz1PEGJYcSKMqf7w9DXceDfFe7ZZ3bkOOFZj+hrxMdg+X95H5/wCZ6GFxF/ckegeLdUh0nRmunw0jHZEh/jb/AAHU14le3W55Lm4kLO7ZJPUmtnxn4mGp6ju3j7PDmOBc9fVvxP6Vwk08t3Jufp2A6CunCUVQp8z+JmNeo6krdEF3N9ruN23CrwvrUsEKkfMuaIoCecGrkcW2umMW3dmF7Kw2KFVlVgoH4UGMRXbKBw3zCrCjDCi6TIWUdUNbcqtoTdjV6ZFSe9MJAO7s3X60A7XwTw1WBMtSI5WokPGD1FPHWkwNGF0vYljJ23C8Kx6OPQ+/oaquCCQRgjqDVcNghhWnc/6VapeqBuzslA9ex/H+lfN5pgVH97Bev+Z9jw9m0nJYWs/8L/QzmNRmpWWoyOa8JH17EooopiDLqDtwc9jTD9oI/wBYq/QZqSkoBq5VS3Im3ysZP96pmzHgrwCQMnoKfilwGUqeR2ouSoJRtE0LGdtP1K2lIfAO4h8Zx0P4GsbWLfzNbNyGDAscVPEQjEY5qtGrS6m6HJC/N+dawla9jzsVh3OcJPV3/wCCaFpfppbxPIpKP8rgDJ2nrTr9beYmaCQNG33iOx9arXUeXHHTirFvIBGVIyCOV9az2R2P4n2KAyj7T1Fej+CPiLcaUEsNSLzWnRGJyyfT1HtXn0sW2Tywc942/vD0pqNjDj6H2NaRm46o5MRhadePJUV0fVVjqFtqNqtxayrJG3Qqf0PpVvvXz94N8WT6HqUBeQtayMEkTPG09/qOte/Bg6hgcg85Fd9Kpzq58bmGClhKnLunsSUUUVocIUUUUAFFFFABRRRQBHLIIo2djgAVzxLMxZjkk5rW1KTbEif325/CsjdkgA8n9KpFID0o6YNOzycDNNJA5zVDHHOeOtOUkAkjjNMIzz0+tV7y5+z2ErkgED7xoAwdVaTUrryojwx2j2FbFnpcVsiIqLhBgVX0m2AUXbr87j5c1q7l9P1pAKwCgAZH0puPXr70vBOSaCAOgzQMUH16UDA6AUnJ7fpSqDn/AOtQA7juP0zSKwBGFHPU04nHXik3qw5Ax70CK2oXC2lpNcvjbEhbB9q8Qv7lri4mkkO5pCST6nOa9T8bXAttAdB/y1cL17cn+leQSHLE162XQtBy7nHiJXkkNHCgZzjigNnmjOBn1pqdK9NHOSg0h60goJ9KYC0UmDSigEIaKDRQMSm06kpCI5BwD6VRDGK6kmb/AFSjeMddw7VelBKmsy7OQkSZLMSTg45rOpsXErgPeXJnlOeMAdgKvw2ypjApkFt5SgHr3q8BgVEIfzFOQzywKcBT+CKTFa2JG4pTgjB6GlIpKLARogKtG469DUR5Uq33lqweoNRzruG5eo60noAwyHy0kB9jU6sTGWHTbVONiRLF/wACFTQvm2fnP+FRcY/d+7TFaekuHke1c/JOu0/XsfzrIQ5ijP1qxAxSVGBwQawqxU4uL2ZpSnKnNTjutSdkKkqwwQcEe9RstX9SA+2NIOkgEn5jn9c1VK5r4upHkk4vofrWHqKtSjUXVJ/eQYFJipGWm4rO5bG4pKfimmi4mNpc02jNMlDX4GR1FQWsuXuZR97hBVgmq1qoSafHTzFY/kaaM5tqSa/rQuzNiUj2H8qYh2txTWyxDdcigUCJZQHQDuOh9Kj27sv3PD4/Q04Gk5jfdjI7j19qEDQkLMCYzwe31r6Y8J3hv/CmmXLHLPbpuPqQMH+VfNEiY2yLnaa+gvhrKZfBFjk5271/8eNdeGerR87n8L0oy7P9DsKKKK7D5UKKKKACiiigAooooAx9VY/aUHZUz+f/AOqs+Jct9O9amqW5kKyFgqhcHPfnpWYkqfdi5x1aqRS2HMMNjOBTfYA0HJOScUpI9SR9aYw+o/OqN9CLl7eBgTG75cA44HPX8BV3IPUcUqopkD4HAwKAEDNzk5yB156DqT60itxyBUjDgn5ajx/doAdx3GaBgnOG/OmkH0x+NOXINAx4G7sQKcF9ck00tz0OKcoz24oEKBg5wfrSOu7p8tLgdO9RsT6dKAOL+IjFdOtkOPvscj6CvLWPNekfEGbzEiiAw0abyPqf/rV5sa93BK1JHBW/iMQnilBAXceBULvtcZ6NxUQkLI0POQc/hXVexnYuK25cjv0pwFCrtA7cUbs1Yh1J3ozRQCENFKabmgYhooJopCEb7p+lUok3zI2OAtXScVDCu0DHuP1NRJXZS2JWUFc96TqKU7sHkYpBVAApRQBSigBCKaeKfSGgBnWmOdgp54qCRqlsaKsjCO4jbscr+dCN5aSJ/dQD8TUU5BYp3GGX+tCfMxPZ3z+Arnbsy7F6MYRR6CphwahU5qQHFV0Ea1381paS+sZU/gf/AK9VVOasyHdoELd45SPwIH+FQQR/IGPevj8why4iR+m5FV9rgoeWn3MRlqMrVkrUZWuI9ZxIcUxhxUxWo2FBLREaaTinkUwiqM2NPIqNF/ezKP4kDf0qQ0xOLgkDqhH600RIEyFHpTwaavTHandKQktBwNWIh5g296rDpUsTbSKBkscfzyWzjazDKj/a7V7t8L1K+BbMn+J5CP8Avo14w8IubHz14mgYNn1XPIr3L4fRiLwXYIOg34/77NdWF+Jnz2fv9yl5nU0UUV3HyQUUUUAFFFFABRRRQBl63Gz6azKcGNg5x6d/51l2ts1vp8DMctIu8/nXSSxiWF426MpBrHuh5TpGDwqKB7cU0UiowJ7UmP8AIpWJ/vYB9ab1I5P8qooUewzT1GF4zg9qYMjoWp4HHP60CGN2PPWlIBXNDruPD4+goAIxn9TQAqgDrjH1oyd2BilzzkH8qaygnnNAycMwGDQDlfvEUxRgelPAOKBDWJwcc1E7t04xSuxyfm5qvK7YPGeaAPPPGMu/WruLskcSj8Qx/rXCnqa63xM3/FQ6mcnjysfgK5SUYdsepr6DDK1KPoedU+NkEqb4ivftVCGQmZC3BDbHrSFZl5+4uPPH3DgOPT0NXPTUEaZmDXAgHULub2qSsuK6A1lt2MSqACKuiTznYITsU4z6mrhNSFJWLGaWoweKdn3rQlDqYetGfeimMQ0ZpDRUgBpAqjoOaD1oHWkOw4YxSYopaAEFLRSE0ALTSaCajZuKTARmqu5yaWR6jLAAsTxWUmWkVLltt3FggkIxx6Z4FOhx5gVei8fl1NU5pw9w0yHIwFT69zVi1IC5zxXMpXkX0NNTUlQxHKgmpM81v0INa2Am0qaInG1g3+fypAwIwKNPANvc56CMmo1YE8Cvl84jauvQ++4Vk3hZLs/0RKaYRS5zSdq8k+nIyKjYVMajIpkshaozUxFQtTRlIaetNxhwfYilPWkJpkCd6WkpRQIcDT1OCKZmlB5oEzd0dizPF/fRgM+uDXuXgVSvgrSwRgmHP5k14To+ftHH90/yr6E8MoI/DGloO1rF/wCgiuvCrVnzXEL92CNaiiiu0+XCiiigAooooAKKKKAAVk6qMTKccla1hWbq5xbocc7sA00NbmQVLDHelC4HJANNB+X5qcMY6VRYv5tml2e+MUZHbOaTj1waADdjIGc0YLEHP50u3qc/hTQrZ7YoAkG0DGf1pSijvxUZTHQU4AEY5FAADjp608sD6fnSEgDBIqNiucqnPsaBDXxjA6n3qBgSep/76qUswGTED/vNULSbuBAD7g0DPPfGFi1vqU9yWBFwikexHBrin++a77xvHcJPFI8e2Fk2qQOMjqPrXAPzIa9/CO9KOp51VWmxh4FZl3IPmPUVpTEBTWHevjgGrquyCJWimihnJbJbZtib2J5/HFdHaJ/oinGD6VzWnRCfVoweUXLEfSuqBwuKzwqveQVBhODRupGzmm5rqMyQNRmmA0uaAHU3NIWpKBjuTQOtKo4zS0FBS03NGaAAmkLUhOKYxoAVm4qF2pWbioGbNRJgITk1BdjNrIvqtSg80yUZUj2rJ6o0W5gpIFbGeANq+wrTt2zt9KxpF8q6dPRq07R+lcFGWtmaSWhtxkbRTs81FGwCDNPB3MAOpOBXf0MbamvpTK6TwHrJGQD79f6VCJN3RTXW+G/CRS2a51FSksiFY4j/AAZGNx9/aubkiMUjRsuGQlSPcV8vm1SFSqnDorH3fC0ZQpThLun96Igc9adQf90UleSfVCGmGnk8UwmgTI26GoGNTNULCqRjIjJpDSmkpkBSim96WglDqO9JR1phI1tHfaZif4InP6GvpLSI/J0axi/uW8a/kor5qsBstp3/ALyhPzIFfTVkc2NuSMExrx+ArswvU+V4gv7nzLNFFFdZ84FFFFABRRRQAUUUUAArJ1NyzPD7hwfTjFawrD1Y7L1G7FcGmhrcoHAOO9ODADGKaflYgf8A66Rc7sc1RZJnPpS446j8KQjIyacMkdsUANxxnmkKgHqPzqTFMKkHr26UALtB/L1ppAzyc+mDQeQeW69u1KBnAJz7UABfPYn3phIz1xnrT9oOe/40eWM8HH40AR5yODjvkim/N3Y4qx5ZI5YAfWo22A9CfagCleWVvqNpLZ3Sb4nGD6g+o9CK8i8ReGb7QrhjIjSWrMfLuFHBHv6GvZWb5+Bj2p4CuhR1VlIwVYZB/CpoY2eHqO2q7G1TDRqU13PnaaRth6HisO8ck4Ne8654L0G5V5FtWt5COsD7R+XSvKvEHh20sZisU0rc8bsV6LzKnUVrM5Pqk4mF4ejzczyY6KBmuhPSmwaWmmW8Sqm1pV3t6mpGHFejhf4SZx1dJ2IGqPGKlbFN9sV0EDQaWlxigCgAC0oXFKKM0AKx4pvagnJpKChaKKSgBjnBphPFOlzjNRZqHuBGzHPNRnmppFyMiottQxoQUHpS0oGakq5jX2n3DOblImaLoSOxpLU4I+td9oSxXFotk6jcd0inHJ5wR/Kq2lwiy1h4HjG5WxyK8aWIUJystmd/1WVo82l1f7yto/hrV9YKi2s3EZ6yyDao/E9fwr0nQfBFlo225uHNzeDoxGFQ/wCyPX3Namly5iX6VqMcrXNXx1WouVaI6KeFhB33Znzk8+tefa9GItauQBgMQ/5jNegT9a4nxVHs1GGXHEkX6g4/wry6msT6PJp8tfl7p/5mEaYadmkLe1c59URkcVGfSnsSTTcc0EsjIxTGFSkUxhxTTM2iuwptPbrTTVGbG96WkooIFzSqMtim1NbrukFMT3NGPEa2sDf8tHEjD2HA/rX0foV0t7odncr0eJfzAwf5V82XKyS62tvECzgJGqj1x/8AXr6T0O0Gn6JZWgH+riUH64yf1rrwt9T5jP5RcYLrdmlRRRXYfNhRRRQAUUUUAFFFFABXN6vN5t020Y8v5frXSVyOvq0Oos0ZK7wGOKaHHcfGDLCCw5HBpyLiqmlXbzPNC7ZKqGHy4xV0sRVFCEkDpRkt3wKDyOlNHXr+VAx+7YMjp3pQQcHGTSqAevWnlQvY+tADAQG54NNYx9Tk/QUrkbjk4pFRSdx5/GgQ4PnhVx9aRg5UcgfTmpNwD7QByKac4+UDp1oAjKtnczMR6ZphcHopBqSTbwJMkjtmmFhztU4x3pAVScSkZ6HHNTjIXNVUfe5Yjqc1MXwuK4JO8j0UrRSM3V5dsL89q8n1CNrzXIoOodwDmvSNam/dtn0riNGtvtfidZDnbGCxq6e5FTSI7xRa/Zri0kC4SRWVf+AnFYLiu3+IEflx6WuACqv0/CuJblc19Xgn+4ieFX/iMgIpMU5qb3rqMriGinYpcCgY08Ck7ZpSKQ9KAEoNFFBQgp1JRk0gGsNwqt0NWjVaQYNSwFPSo2pynimtUgMp6CmVIDtTPpUMpHceAfD8mva7bEMY4LaHzJXHuSAv4/yBqp4lsX0vxK25SuW5/DivZPAmj2+k+FrJ4l/e3MKTSuerEqMfgBXJfFbSCpg1CNPlY4Y46Gvm5r3pPu2eu8S6jiuiSX3FfQrkPEBnNdAGyK4fw/c/u0zXYxSZjyK5ZI6iK5HNcj4uXMdm/GAXX88GuvmORXK+JEL6aW/55yBv6f1rGa91noZbPlxMH5/nociaQnilNNNcp9mMNFLRigQ0iopKmNQSGmiZEJOabS0VRkNIpKcabQQwq5Yj98ufWqdXLLiZfrQxHf2OnWltMbqOEfaJcFnPJ6dvSvYdLk83TLV/WJf5V5HCcwRnP8IP6V6j4bl83QbU+gK/ka7sO+h8Pmd3O77s16KKK6jywooooAKKKKACiiigBK5vxSCrWzDHzBgf0rpK5zxUNy2oHXLf0qJu0W0aUleaTMjR1f7ROxXGY8A7s55rV8sgVm6DIPOuI2++FBH0rUmPtVU5OUbsuquWVkRcZ6j8eaOp6nHXimjkZFOwP72DWhApwozgE/WpFYEAmmquB9404g9cZ70ABw/O0fWjJAG1R+VAzjtmjbg855oEJu7nA5pd7sMLnvyBS7F2+/uKB9ATzQBG29SOp5qvdO6Qu2TnoPxq0zN0C4ORzWddbnkjjP8AvHnNRUdotmlKN5JDYwVjyew60x5h60t3J5duQOtYtjcmW4kjPUc/hXDY7rmb4iuhHG2TzjpUfgS0WaeabA4wWJ9v/r1V8W5iiZmHB6e9b/gKFU0eSV1ySQOlb0ldmNZ+6Y/xHIMmnYbOPM/pXDt0rufiLgixZRhQzgfpXDdVr6fA/wAFHiV/jZC1JSvSV1mQZpaSkJoGBNIaXNMJ5oACaAaSigodSUc00mkAuahlqWop/u5pMCIUEcUwNS7jWdxiCnN93HrSCnopeREHVmA/M1E9ho+sNPiWLTrWNRgJCij6ACqXiXS11fQrm1Iy5Xcn+8K04F2W8a+igfpUtfOvU7FofOmmubW8kgJ+62K7i0lHlLzxiuV8V2h0rxlcwgYRpNy/Q8/1rTtrzZAODXNNHpwfMrm/nf2rG1i3822niA++hx9eo/lWlZzCVMg0XcWU3AcjpWTR0UpOElJdDy/rTWFXdUtvseozQ4wudy/Q8iqRrjas7H3NOanFTjsxvSlxmg0vQUjQYwqrIRmrLng1VfrVIzmNFLjFC9KdimQiMjFMqRhUfc0ENBVuz/1oNU81btD+8FD2JR6BZuXsoj6qK9K8GSiTRSueUlI/QV5Vpk+6xUZ+6cGvQfANyN15beoWQfyP9K68PLVHx+bU3GcvU7iiiiu08MKKKKACiiigAooooASub8SP/pdun+yT+tdJ2rkdZmWfVmAOfKAT8ep/nWdV+6bYdXncq6fEP7TDdPkbPvWpJzwRWbYj/iYKc4+Vv5VpSAnp19aKHwmmI+IZ1GM4o29BxikAI570qqT0A/KtzEUcjrilHHAOT60mMcMOfQUpwvQcUAKJGJAK0pz/ABYxTCdxHHHrTmO1gCRmgQ5SPXHHU0mBwd3FC4bk9M+tJnA4XigCMnBGKy/O33TNnIJwKvXchitZZDngHHNY1sxbB6AVzV5bI6sPHdk2oHMRAPasvTRHbvJdSHhEJatG7OVPvXNX87BfLBwD1HqKyR0WOf8AFWozahNG75WM8qnYCvQvCSLD4bjLcbiT+grzfWCsjQR98gfhXp+ioLfw9aqeu0n9a6Ka1Oascn8QHBt7Jc5/eMf0FcMDxiu68dqGsLdz1EpA9xiuEBr6LA/wUeRiP4gx6YKewzTcbRXYYjXOBTAd1I5LHFOUYFIYp4FRseakY4qPqaAFFPpop3SmMQ9KYacTxTCaQxajlGY6kprDIpMCmDinA5prjDGhTWRQ8cVqeG7I6j4l020A5kuYx+G4E1lV3/wj037Z4yS5K5S0heT8T8o/maxry5abZUFdn0BRRRXgnUeNfFeLyvEUEo4LxK35EiqFmyz2+3uFyPcVs/FuMnU7CTHBhK5+jGuW0ub7iA9Bj8KwmtTvov3UdPpWe9aVyR5JFUdOTao+tW7kfujWMjoRxXieDJguR7xn+Y/rXP4rr9YiM2l3AIGY8OPwP+BrkK5ai94+uympz4dR7O36iYpT0opGPFZnpkL1XIyamkaoRVIxluKBxR2pQKU9eaYETVHUr1CetBEhO9WrT/WCqtWLU/vBQ9iTqNKkaNZAeQSK7Twlei11yAk/LIfLb6Hp+uK4aDKwpz945rVtrlomVlOCDkH0relpZnzmaJTqSR7zS1naLqA1LSre5BBZ1+b/AHh1rQr0E7nyzVnZi0UUUxBRRRQAUUUUAVb+5FnYzXDdEQkfXtXARStLIXc5Zjkmun8XT+XpSxA8yyAH6Dn/AArlbflh6Vz1nrY7sLGybNKxbbfx575H6VrP0HOKxYGCXUTHs4raYZ44/GroPQjEL3iEDJ607O37pz9aQgA46D60bec9RXQYDgxxkk80u7J3dfahcDoppWYjgZ+lABkkkHIFNKnkkn8aA4Ix0PtTyckjPGaBDAWbGMYHShlbnrgegoKjOcnJ6Y7UEccM2B60AZuqSFbYKRjccVUgXEYqbWGXMSZOeSP5VDHyg+lcVd++d1BWgRTnKt9a5e/z59dTP8sZrk9VkAdjnoKUTQwJAbvWY41+bDACvWyPIsoYQM7IwDn6V5Z4aT7T4ktx1HmA16fdPuc/N17V1Uzjqu7OO8auPsdorfxStj/vmuFxXY+OpFV7CIZJG5z+grj26k19DgVaijy8R8bGtgCoJHp7moW5NdZkhFHNSikUUpOBQAxzzTFzmhuuactSA4UHpRQelMY01GTzTzTD1oAXNFA5opDK0g+Y1HViRec1CayZSAV6d8HLkw69LEuP30bI/Pphh/WvMhXafC+fyPHNiCcK+5T9SpA/U1hiFelIqHxI+i6KKK8I6jzn4sWxk0+wlUcrIy/oD/SvPdMGGFesfEaHzPCxfGTHMp/PI/rXlWnLh/xrKe52Yd+6djYj5AanmGVKn0qKy4jFWpEDKc1hI64nP3EYO6M/ddSp/HiuGZdrFT1BxXeTgq2epHSuJvV2X1woGAJGH61z1VomfQ5LPWUfQr0x6kqJzWJ77K8tMQZp0nWhRgVRl1HdOaQ0tIfSkMY1QkVM1Qt1pmchtT23+sH1qCpbc/vR9aHsZrc6YEKkI/2c/rVuMnbzVIn95H/1zFXYhuH1raOx89i3erL1PRvh3qO5Lmwc9P3qfyP9K7zvXkHhC6e18SWYycOxjPuCMf4V7BXbRd4nz2Kjy1H5i0UUVqcwUUUUAFFFFAHJeNCStlHngsxP6Vh2q8FiM4Fa/jBi19aoGxiMn8z/APWrKjwkeO/euSq/fPSw6/doGJLjae4x+ddI33j05rm4DvvYE65cV0TE8dsitqGzMcS9UMY844pDjsTRyvXpTsjZwf0roOcEPNP2KRmmpkDP9Kdn5cjj2oAhbCsdrCpUO4dDxQwAPPJHU4pBIVwNzAH2oAeygqeD6VCxCnGD7VKGLc44PrS4+U9DxQIwNXO6/j7AIP50Rnio9Uy2qhVGFVQKnVQqE4rz6vxs9Gkv3aKd63ykdsVxWrS4Dnp1rq9RmKxuRwBXnmtXeQyZySauKHLRGx4ETzdYMmOEBOfwr0CX53GcmuQ+Htr5dnc3b4wcIpP+fauvjAZsAg811QWhwzep5x4yuPN15os5EMap+PU/zrn2+7Wj4icP4k1AjtOR+WKy5GwAK+lw8eWlFeR5VV3myNzUYpx5NKK2IAU1jTiajJ5oBAOacKQUtIYtBoFIaYxrVGetPaoz1qWwHCikFLQMR/uGq+KsN90j1quaiQ0Jnmt3wlcfZvENrNu2bZE+bOMfMKwSO4q1YtiViTgbTWU1dNFXsfWw5FLWX4duWvPDmm3D53SW0bHPrtFalfPNWdjrMDxlAJvCd+O6oHH4EV41Z8Ske9e9ahb/AGzTrm3xnzYmT8xXgyZhvCjDBBwfrWdQ6sM90dpZY8lfpUsjNtIH51U0+TdbjBqw5ODhsGuaR2oxbskfXNcfqYI1K4z135rrr98t0H4VyWq/8hOf6j+QrGr8J7mSP97JeX6opnpUEnAqZulVpTxWCPo5ETHJqQDimKvOafVGdhDxSH05pTSH0pWAa3SoWHNTHkVE+KomRHipIOJR9ajNOi4kFJmR068zIMfwL/Kr8Y2jJrMU4kQj+4v8q0lb5OfStlsfOYn+LL1LlncGHULeUMRskVs/Q17qpDKCOh5r5/UkFT3r3fTpDNptrKerxIx/ECurDvRo8XGrVMt0UUV0HCFFFFABRRRQBxXixwdWjUckQj+ZrJSTEVX/ABK2ddlOchUUAfh/9esecmNBhj64rjqfGz1KP8NE+myCTV4AegJ/lXUPgxqcjpXHaLKP7egU8Ft3/oJrsyf3XODXRQ+E5sR8ZDgnjINKRtJ45pO/fGaMDPv6VuYCpJzyDips7vunj1qDndnGBUyE46jH86BCFdy9c5PaoWVl6bsfWrPb049KjIO3PBP0oAYjMDgA1McdycH0qNQRwVIH0p6lGBGPoKAOd1BidXfA4AXqfanyNhPwqO7XzNXnz0DYA/CluSFj+ledP42enT+BGFrUvlwkeorzu6U3F8IwMkmu08QThYsnjArH8Haa2o+IBLIMxxDzGz3x2ramjOs7I7/R7JdL0W2s9pDbdz/7xq8qBAXOQo5OTSt88h4596beqyWFwwK5ELn9DXXFdDhb6njmpTGfUrmc/wDLSQv+fNUmOTU05+YH2H8qgzX00FZJHlN3dwoFGKQ8VQhrGmgc0poFBQtLSUtACimk0oprGkMYxph60pNJSAWlpuecUuaBg1QNU5qBqiQ0IDU8EZZwqnO7g4qvVyxJgcTDqTgVDBn0r4LuRd+DdJlH/Puq/Qr8v9K364X4XX32jw7Na5+a2nIx6KwyP1zXd14FWPLNo64u8UxK8Z8aaadN8STlBhJG81Po3X9c17N2riPiNp/nWNteqvMT7HPsen6/zrGaujejLlmcxpMu6ALjmtPHBrF0c4OK2pBtGe1ccj0kYWo8SjjGa5LVRjU5x7j+QrrNQ/1lcnqvOpzkf3h/IVlV+E9vJv40vT9UUX4FVn61O/SoCMmsEfRyAUHpSjikqiRD+lNpSeBTCaCWxT0qBqkLcdaiY0yJMSnRf6wUypbdd0qj3oM0a/nYmC+iqP0rWt33Rj1rnnf/AEhzno1atlLnrWyWh85Wd6kn5mlGN3ykkGvbfDjl/DunknP7hR+XFeIRk78HpXsXgmfzvDMC85iZk5+uf61vQ3Z5WOXupnR0UUV1HmhRRRQAUUUx2CRs56KCaAPO9Wd5dYu5RggykD8OP6Vk3kjAHPrV0TSySNIy/KxJ3fU1j6hKS2Ca4pau568I2ikTaJKF1y1YnGXx+YrvvvLgfnXmensTrWnxr94zKa9MXqa6aHwnJifiREQR1pPbIH408qv8XJ9RTWIA7H61uc4m4dFxUkbAA54+opuemQBSjBOSM0ATdQDnIx2FAQnB5/Gm+YDhSCMe1PGOQuevc0CIXRuuR9MU0Eg85/KrGMEdc0hU4HGaAOYkZv7Wujj5d/Bx7Ulyw8ok96jkJOqXKk8+YaS8KpAcnFefL4menD4EcRr83mOyg5Ga6bwTYfZ9Je5YANM2B7gf/Xrkr/M975aDJJ7V6dYWqWunW1sGACIAT7966aSOau+hMijOeAPWodXJj0i7bPSFsH8KuhFBOBkVmeIW2aFeBQQfLPPrXTBXkkcsnZM8am4Y1DkVJNzIfrUdfSxPKAnFMJ5pSabTGJjmnZxSUZoGLmgGkooAdmmOaXNRsaQDSaTNBpKQwzzTgeKb3pRSuMU1E4qU1E9TIaGVZhkBjA6EGqppVJHSoBnr/wAK9XS31iWxdsLeJ8noXTnH5E/lXsNfMOj6pJpk1pfx/ftphIPfHUflX0xbzpc2sVxGcpKgdT7EZFeRjYWnzdzoou6sS96zddtVvdEvIGwMxlgT2I5H8q0+tcx441E2Ph90RsSTsIx9Op/QfrXDJ2i2zpoU5VakYR3bOA087JT9a3ZVzCR61g2konjjnXGJAG4/WtzefLx1rjkepZxlyvdGBesWzn7ynBFcjqJ/4mE/s2K6u/cC6bPAxXJaiSNQuc9fNb+dZVfhPdyVfvJPyKbmo6c5yabWCPoHqITSGgmmE1RDYGmNSs1Rk5oIuITioz1pzGmUzNhVyxTMy/WqY5rS05MzxgnqQKCHsNmRknfPHOasWsuCMHnNdB400BtH1RkAzE6h429Qa5QHy3HbFdNraM+Zc1P3l1OltZCx56ivVfh5ciSwubfP3HDj8Rj+lePWM+SATyRXpHw6uyurSwEf6yE859Dn/Gqou0zlxcb02enUUUV2HjhRRRQAlZ+tytDo12ynDeWVH1PH9a0axPE0gTSdmcb5FH5c/wBKUnZFQV5JHDSo8VoSThq56WXzrgr71014qtCw3H7pNcgG2PJJnnBrkSuevsXdEPmeK7MDHysT+QNelr98En864jwbpDTTT6nICEthtU/3mb/AV264Ixk/SuumrI86vK8tAbGeRQ20dPxzTioOCetO5HatDG5ACo7D60/II4P1zS9egzTM9BigNRVYDnPT2qTgg8cmo92MZx9aUMwGev0oBkuSO54o5bqehpm88LgD3NLu9z1oEcoWH9o3LZGTI3J+tVNZmCwdav5HnM2B8xJ/Wue8QTNv8sHgnNee9ZM9aKtFFDQ7T7dr0IYfKG3E+w5r0tUXGSePUiuS8F2fzXF0yj5QEUk9z1rrsZALqPpmuymrROCs7ysP3IBnA+prG19g2j3iZ6xNWiSgPc5+uKwfE8wi0K7ORkrz+db0tZr1MJfCzyWX79R06RsuSKZmvpEeYIaSlpKYxDRQaSgYUtJRn3oAD0qNqeTxUbmkwGmimZozUDHk0U2jvQhjz0qM805jgVHmkwEIpRSUoqWUW45SIBF619NeEZPN8I6Sxz/x6oOfYYr5gj5cD3r6d8GsH8H6SQQf9GQcfSvNx+yNaO7NvFeWfEnVBNqkdmjZW3jLEZ/jP/1sV6JrOoJpWk3N62P3SEqD3boB+eK8Avr2S7uriaaQvI+S7Hue9eHip2jy9z6bh/C+0rOs9o/mzc8OyCXSkXq0bFD9Oo/nW+yuUXB+XFcr4Rly1zESP4WA/T/CuxlTEG4VjF3ijXH0+TFSXnf79TmdQz5rEjOK5fUudSuSOhkY/rXWX5XzWA7da5LUf+QjPx/Fn8+air8J6GTP97JeX6lI00mnEjpTTWKPfYwmmE05vYUw4pmbGnsaYTTiajzTM5MTvSUGkpkij71adl8rKT2rMQ/MM1pw5XA9eKQt4nu3jfRBq/hpZ41zNboHGOpTHI/r+FeEXkRilII6GvpTQp1v/DtjKwyJLZNwPf5cGvE/HOhHStXuIgv7snfGfVT0/wAK76sftHxWFqNTdNnO2T/vPvYPQV3Xgy98jxFZMzbQX2Nn3GK8+s2Ik4611GkStBKsx5ZSDmsVo7nXVXNBo+g6KhtplubWKZfuyIGH4ipq7jwQooooASuY8WMHa2hJGF3SH+Q/rXT1x+vHz9WbJysShMe/U/zqKj903w6vURlMY3UIwwOlcZrGnXFreK0Sl4JHA47ZNdwyAjBHFVZYgF5/DNc8dD0JJtaHTwaaukeGIrVcb8qZD6sTk/4VDEQCM5PpWY3iZpLaKxvARPvGJOzgf1rRjcOgYH34NdkbWPNlFxdmWDg44pu/n0FR5oC5+bJqiB+cEelBXcewoDZ75FAJPI60AIE2jPU00kg4wM/Sn5zgdaCQAOD+FACqSBnH6UyaQpC7ngKCalBJBO4D6iqWpuTp8g47c/jUydk2OKu0jHCjgmue1qINd4PpXSwIGjBbknuayNbtHM6uvcVww3PVlojY8NW3l6MuQcO7MRj8P6VsnZjGMf0qtpaeXpVrHnGIhk/XmrErjGBk59q747Hlyd5NkDvnIVcD1rmvGMgTw/P7sqn866QsMZ4+hNcr4y3NoE2COWXI9q2oK9WPqZz+BnlrdfWkpCSTRX0J5wZpCaWmk81QATSZozmkyB1IoGKTTS1LuTHJFNLp60gAtUTPzTiymo2Azn+lSxgDS03cB2NG8ehqRjuaBTd/+y1Lv/2TTQDzyKYRilzn+E04Ln+H8zQBFg0oVs8A1OFI9BTXBA61NhiQnEin3r6W8AFT4H0vaMfuyD9dxzXzfZ2U0ssf7t8MwChRlm+gr6B+HWqR3GgR6bhEmsxtwjZDLnqD35yDXl46pFpRRvRg9WZHxY1prS1s9OjPMpMj/QcD+v5V5Ks2QxJ6g103xOvjceMLkB8pEFjA9MDn9Sa4pXxnn6V83XfNNn6Fk9NUcNFdXr951vhJv+Js6dd0R/Qiu4d2eMxjHPrXB+DFL6yxHIERz+Yr0Dy9vNVT+A87Nv8AefkjA1GMR5HHJ5965PWIjFqDEjBdFb9P/rV1mpndOQRj0rltbYNcxMP+eQz+ZpVPgNMolavbun+hlEUzvUjHAqImuc+lkNc4HSojT2BPNNPFUjGRGenFRmpWqOqM2NamU5utNzQQwU81qp8yqayh1rUjwbZT6g0gT91n0j4Ubf4V0ttpXNtHwfpWJ8Q9EXUNFN4i5ltx83uh6/kefzrotBIPh/TiMY+zR9On3RV2eJLi3khkGUkUqw9jxXq2urH585uNVyXc+WolaG5II6HFdBaF5GGCFHHFVda097DXLq1I+aOcr9eat28YiO3OM965JKzPZT5lc9r8H3YuvD0C5y0BMR/Dp+hFb1eb/Du/MN9Lp7ElZULj/eX/AOsf0r0iuqErxueLWjyzaFoooqzISuHnfzb6ZuuZGP612kz+XC7/AN1SfyFcPAC+W/iPX61nU2OrCrVsfOQkW7FQKI5165FZur61bWkv2eaYRseBvGA30Pes6y1SO11SCIXcctvP8gGfmB7fUVg3qekoO1xfFltIlkJYMh4suuD3HIre8M6kuqaLb3Ib7y8iodVQTW7KF3HoRWf4Fhlsra5sHGUhlOxh3U9M10UmcOJi7JnZD7vfPpQc7snAHpQGUcbhn6U8IOpJPsBWxyEbBmxt45p2ONpUYqQKpxgt+NO2p025+tAiBducDA9cGnYGMY/WpBGinIRT+FO25PCAfhSAjVCRjn86p6xH/oO0k5dwMVoiNwfvH8qpatuEcQOc5J5qKj9xmlFXmjJjQgKB2pbgCULuUZFTRo3XFLJH1NcUWenKxd09kltEUY3INpX09KldPmxtz34rGguFtLhXdtsZ4f6etRzeNfDFvjdqyMSf4EY/0rvp3kjzKseSWpozRjPzKB+Paua8W2rTaE7IygxsGI6Ajp/WppvG/hqQ5jv9+fSFjn9Ko3HifStWD6dFDNMsikkuAqkDr3zW0OaElNLYxk4tWPMZEeJikilW9CKbXaN4bsGHmRX8sSE8JKgcJSDwiZGOdQtXj24z9nOQPqD1r0Y5h3ic7odmcYRTCpPc10svhmC3kJe5mmA7KQoP86oS6SgyQG2noC+a0+vwtsQ6LXUxyg/iOPxpuYV6sv51fSwtw+Xib7vPOauRaXbFypi3A8Lx71Dx76RGqXdmL50PGBn6CnHLdIv0rrItItY12gLg8EEVsW2lQrghV2cZGKyeOqdkUqSPPWhmWEymBtoGTgVa/wCEf1F7lLdbfMjoJAAf4SAR/MV6HdWkEVm+9VPyngjuRimwZOsRBOhtoiGz0G0ZH6VH12r5F+yiefSeHtQjjY+WhZSQUDZORUL6RexEK8ahz2Bzj8RXdyKplv8AKq3zsACfUEVmbCxjbyljCjhQ+4D0GfWj61V7h7KJzA0q+2BvLXntnpU66JflA2xOfeugbfFIV8piN2cg9atNe+Wob7NIMgZOM0vrVXuTyI5ltB1JQ2IN5XsnOfpUNxps9uMukinuHiI4rsoLy1kJyXQfxZyD+VTCSyZmIlLnBIDE0niqvcpQicSItMVx500m0HB2tjt6YzVyOXSIEzb2k87kcPtYkV1E1zCQxkjjY8BQq9fp60xbi6m5jjWGNep8sA1jKrOW7KUUjFtjcG5JitjaRMAfNmXGeee5Lcds10fhq6OjyxXNmGKxu3yHq6NyR7ZOSB2rm7yRmuFYy9WwcdAPauh0dJJRIQ2Qm0j/AHeRXNW+C514azqWfU4XXrya61i5mnyZJJGZyeuSaq2drcX1wltbRtLM5wqrXc+KPDkeowm7thsu1HI7P9fer/gnQhp2mLd3MO28nznd1Rew9vU15yhzM+s+uxp0uaO+yRc8OeHk0S3LOwkupAN7DoPYe1a8rHBFTkjGKglXir0WiPHnUnUm5zd2zn9ViYybgeK4zUm3X8o7LhenoK72/wAEEGuC1LnU7o+srfzrKq/dPYyaK9rJ+X6lNuRUZqU1GRWB9DJDG4qNmNTEZ7UwxmqTMpJlc5brR061I42iq7BmPNMyloNY5JptKVNG0+opmVmIOtaEbbI0XPSqKL84yauE8DHWkVbQ+jfAkom8EaSwYtiAKSfUEg/yrpK4z4YXE1x4HtBLGFELPHGf7yg8H9SPwrR8ZeIP+Ee0GS4Qj7TKfKgB/vHv+A5r1Yv3Uz8+rwft5RXdnmPjOOB/GF55bBsSAsR2OBkfnWake9844qrbM87NNISzM2SxPJNatuoIwBXHN3Z7EEowSOg8DHyvFEeejxOo+uM/0r1evHtNkNnqVnPnASZST7Zr2EdK6KD92x5WMX7y4tFFFbHKV7xttlO3pGx/SuD0+7VgUPDA13l5b/arOa33FfMQruHbNebSW0kd04UbLiNiHX1IrKr0OzCWd0M8W6F/a+kzRiFpGKnaVxkHsea4v4O+FbmfxdeXupRP5emqUAkB/wBa3A6+2TXptjfCVDFIMOOGBqubm/0u8maxeFIZkBcuuSHB4IH0z1qIyS3OmrCU42juPntnSSS1ZxGyEqSRz7Yrlb/xBbeDNUjuJ0luobj926oAGXHO4A9aj1bULvT2luYr97iZzuZZju5/pXl+oaxfa7qjzXTh1RtqKBx71pRXNPQnEvkpWlue0xfEfRZ0Pk299I4G7b5IU4+pOKzbj4qpG+y20KeRCMh3nAH6CuRsI9mnOT99gE/z+dEsW3zAg+UKEGK9NUInjOqzof8AhZuszhWt9Hs41Y/LvlZj/SoZPG/iib/lrZ2ynvHBuP6mseOAQquY1DY570yWQnAzkCtI0ILoQ6smyxfeJvEtxbTpBrF19oxui2EIGIPK4A7jNZ9jr+v3luJpNZ1Abh0M7KR+VMlhJYMAVKnKt0wamn8qYkvKIbgjJK8h/Ukev+eaXJGMr2DmbQq6nqExzLqV6zE4+a4f/Gu38FtJPp08sssshebALsTwAOma8+NjdxH5VSY5BGxvX2ODXpXguCWHw9B56MkpZ2KsMEc1z4yUfZ2R1YOL9rdnSjCJVeOdJs7TnmqWuaomnWZLOqs3Aya5mHxFBYXFo0zuiu+GQ+h4yfTFeVGEpO0UetKUYq8mdFq8RKAjqB2ry66iFyWABIXewA4JxwOfqw/KvW70BlPcV5VqCjS9Qlt2R2y+1Tg/MvLZ/MgfhXfgpKzR5+Oi7xZmLZJHtTpgZGe1b/hm0ddcHnBlTymxnjII7Vj3LBtzBeoxWv4bAkl8+SLlIEYP/e/hxn8K7KrtE4IK7N+RHtpmVuYF6nPT60xrNpWMsDsoI+8p4P8A9almnYXCMT35XNNRJbYlrf8A1T8hc8A4zxXIdAx4rlBl2jPQLgYP4+1ZVwtypZfsyOPUHoe9bT3SshkZWRRhmJHBrPm1O2LFFcEHjnjmqRLMSTzcvJJaNg/7Wecdauw3SooeSJxz1K9KlL7nVfyA9KuRiTAI4xx1461RJYimspQpLhQTxnqTVyOcyHbG67Rzwc1WiiRlUGGJu/T2p0cNtvK+WFb7wK8CkNGjdxPLahMAjr71nGQx6taqW+7ax7h6Hb1rRkC28EjwysoUZyTmsvUbiNr+3uWkQZtk2hf4gRUlGe7q11PHv+cy7iCcAUDzktVdwOEVjhdox2wD9KzYpVk1aZyyyjzRtUHjAPU1oXWoQxWX2WMbo5MhppXyxbnp6D61QA86JMcZxg8bs5pBqY4XAIx2PWqkqRIkflSKwdeSDkYxR9kV0WZh0HVaYi+L1JVDI6AjjPfFWo7q2aPAWLI6lSKybbT0Q49wMk1NBYmFhJnAPIOOv+cUhGylzAwXC9PugDHNQh5L7Uks1baGBJz2IHTHpTLIL9pjM/zRBssfTPpSXqRadqoNgj+Wr7ly3Y9cfnUlGHcq41N4pVQhG2nHTjr+FdP4YKrqNxGDndbhhgcYVz/8VXO3ty08rO0QGzPzgYLn1Na3hG6WTxKYgPvWjAn3DA1nVXuM2oO1RHVywebIo29+lXJVSKEHgbaGKx5456GoDa3mru1nZMiybGbe+dq8cZx74rhj2PUlLq9iOyuRdXEqAj5MfhVmVcGsPQtF1bQJJV1WGXMjn9/95D6cj1rel6E+1HK+ok09Uc7fuGuGKn5RXE37BtRuSB1lb+ddlPzMfcmuWvLVIvPmc3DbZMyMqAhRuGf0JNS6MqitE9LAY+jg5OVTqjM/AU0jHYVck09zZpNHM2eQ42jIIJB4/AfnTI7KPb5nnGQ44R8D60lgah3T4jwq2Tfy/wCCVD+AqNjjvW9bQ2ihS4QdQVI5qf7NF5jhHdB6dDWqwL6s46nEsfsQ+9nJuG5JBx9DUDEDk5x9DXVy28qcrNvCtkK4yKpXttKFAPllsDIwa0WCj1Zyz4hqvaC/E58MrEBVY/QU8RsSP3Un/fJq/a24jkCOu0E9eorftYFhxuYbi3HHan9Sh3Mf7fr/AMq/H/M5a2tZbi6aCONjKihmUjGAe9a9npyMN0hz+HAq/AB/wlsxJwpt4x+bYoaKWGTCHcoPIPU1cMNCLuc+IzfEVo8t7LyPUfhYJk0S9jkkDxrcYRl6fdGfx9awfi/M7anpVqX+Ty3dU9WJx/IV03w1ffoVz8u3/SDx/wABFcp8Xoj/AMJFokq/e8mQf+PD/GipszhoP96mcxYR5j9hWnp77yw44qhO66bpL3LD7q8D37frVTQ75g2yXh+vJ9a5LXPYbudNJIuwjv2NevabP9q021n/AOekSsfrivHAPMTca9S8JSeZ4ZtM9UDIfwY1vSPPxi0TNyiiitjhErm/EekGUHULUYuIx86gffX/ABFdJRjIwaTV1ZlQm4SujzhlF0vmxfJMo5HrXPa1qtwpWHDbujDGCK7LXtNOmz/aYQViY/Kw6L/sn29K52LRrzxdeDyGENqhxNOV6ey+prncXex6ca8XHmZ5/rF8Y4f3h+ZuFUHk1haZZoseQM85rf8AG2kwad4ourO2D+VEQil2yeg71Wtolt7YA43GvSwtHl1Z5WKxDqPyLluxFmMHjfk0tu+8MXUsN+SB1NVFlZbSUDHynd9BRYTo8pBJBYZ59a7GzkRekJGeMDHTvUG2QggLjJ5zU88kcbE9eKy7nVXLAIM46VbaW5Nrl02TOv7yQjPbNOMKgFchlUdCc1Rt2vpzuLYUVZ3vnazDp3FK49hGsFL5jLxkY43cCvSfDLj+yrePqyxhWPuOtefJI6k4AIzxiur8HXbPeS27D5cb1579D/SuTGU70m10OzBVOWrZ9R/isq+p2KNggSA4Nc7fxyTTI0drFMOPvOu71Iwa6fxfaqZIrhVy8fIPvXFT2y/bmnWR1WXEmA2MZ/8Ar5rkwSTm79jrxztBM9Ijka9tFmBMaMgO0dc+hrz/AMR3EUet+XFywiAYk98mqV14m1CxtPs9leFeduD8x/UVkLM81xLLLIJJHc5Y8muilh3TqXvoc9bEqpSUbalqRdxJzxW14NXd56uM4gUFfYMxzWPGQeuMmtzQG8hHwgV2iOG9QGPH61vW+E5Ke5dunZ0LAMGxwfQVNBeeUsauSC3J479OaRALhJJGU+XHhWPoewqO5gdvkDFgDn3rlNy3LdYTapXOcEelYlzDbyyuXhBIPOw8cilljeBmXhwWyPVTzVbMjReXGo3deRj/APXTExPs1q8yspYYHHzYxVqOIMjmOaRcdBnP/wCuoG3CdY3QZxnj3q1FC0ceRyD3A4qiSwpm2kJcbsZGCORTohchM7lLdMYx+NVEEgjwCQGJGT1HNTRJKACzEnPBpDRoNPIwcSDAIxgdq5/WrhrG2093x5htSrDqT83HStpfliO9skgciub8R753LhCZIodo54A3YOB+IP41DZRm2N5NFLceXGTI4Kq5/hPqaSyQTPBAfmZzI3JzuIPFVYl5aMRHe5CsRyT9K6GGwjsZsgFWAzk54J7f59aaAuQWYWIHqFIyOpAqdwQWKghcdCO1U/O3qMsRxtyP5ipzOQDGDuDDnI61YidCRKAFBB6c9DT7h3k4G3CYHToKYksSzL5mCSMcU9jDhgrjPB5HWgCJJjtC7zhTnr19Kr3Ehd2nHLsck56n3qSRFEj/AClm7nHtTXUBfmIX5aVhmZe3oggYnGccYFW/AVyx8QRzYyJUkiU+hxWNqwBiIXt2re+HcYbU9MguE3Rtdlcd/mUg/wBPyrOaurFwfLJM9Bug0OAZA3vmuq8K6c1rp7XMoIluDuweoXt/jRD4SsY7oTSPPMqnKxyNlR9fWuhGFHHSueMLO50V66kuWJieJpAumLHxmWRVx9Of6Vyl5cLEjZPbmug12ZLq/W3x8tv8xb/aI/writZlDz+Sh+tZ1HdnTho2pq5nmTfLuHTORWLqLzJ5ojs2mWUfN97p04xWhdhhH5SnBfIJ9F7mqlrOba5SLZks2AF6HI7fj9a6KEbRv3OXF1FKSiuhhaZPdNHJuVkjwHKg4IPIPXvlTW2LeGU7vLVlYDluevvVV8y3kqFXhG51XjaccSAfq1LBLbqg2qfkPGX44rdHI9x01jDueEhgoGduf6UkVsrgrbPJEVB46j/GnOzOfMZT8+V+XPA7f59qhEiod5UgAYbbg80wJFurqPMcyBgOpj6flUc9zBsMjNhT0z61cFzHKgZ8NuwctwT9arXLq8XllUYHjntSGYNzMbdBcIyugfDDr1710VqGeOGZV3wuOndD/hXO65bxQ6Q7om1y6AAd66Hw9cBdGEjkKEU5FK+tgFEax660oPBWFcjp94t/IUy+lENxs52nnI96pxXweJZnjO+4YyAein5V/TJ/GrbOt4wl5KsBgkUAeq/DJkfw9OytljOdwx0+UYrk/iRepe+M4bRDkWMADY/vOdx/Tb+ddb8NpHGgPAYHVFlLLMcbZM9QO+RivMLx5LrxlrVxIuVN7L83sGwP0ArmrbHVhY3qHW+HdAsPElw1tfxtJbxRCTarlfmzgdPxrK8aeHNI0bxNYW+m2/lHyTJIPMZsknAJyfauv+H0arHqF65wgCpuPbGSa5W6u4tf8R3WrvHhDhI89Qg4H+P41krKGp1RvKu+yIndY4CMc+ld98Pbl5tFuEYHEc5wfqAa8/8AKe+u1hgXczOEQepPFeu6HpMWi6XFZx8leXf++x6mqp73Ixcly8vU06KKK2PPCiiigBrKrqVZQynqCMg0iRpEgSNFVR0CjAFPo7UAeAfERf8AiuL0dtyn/wAdFczchsKQ3AFdd8Qlz4yvmx3X/wBBFcrcg+QMcDtXo0l7qOab94gicSKVYkfwnHoan0tHQSSuB8qFefY1nhthDjqOtatleJM779uXUhcjv6Gm9xFC9neSXauTk9hV6x0pYVElwcH7201RuJxZQXF6VBaNfkBHAY0untf3tulxNlQ65OaakuYTWhvsIyo5VQOcA1X+zxliSwJIzmqxspVjy8vbpmkETLkNJkYHFa3JsWFwnR8Y9uDWloF8LTW7ZieHbYT9f8isVIAoOV+hzT9gXbtPzZzn096ma5ouL6lRlyyUl0PTdYgN2sRV1ADZbIyTXAX0U+mSi1vFzA2SkqDPHsf5iuu0bXIb9FglxHdY5Q9GP+z/AIVcvLGC7BMkYkA6IemfWvBfPRnroz6GDp14d0eYXVotxHuhkWQKwZuMEAck471Wht0RAQrY6nPrXU6tYizZ5ILaNUbIOM5XPHToRjPNYEwAbpgdBXq4ecprmkeRiqcKc+WN16iRhDtUIODzWlpLBiMBQxQcg89O9ZTYWNmIx71a0KUPJKEJYrHFnjj7pHH6Vdb4TGnudvoFmmqyXlvcABPJG0D1LdfrxWZqCz6ddvZ3EbsqnaJAQTjHBrS8O3/2W+hR0A3kkvnG7I6Y/DNQ3STX17PeOWy5JCeg7D9K5L6mxR+0WkkRUuOe+2s+ZokmyrLt6AA/rVyW0LhsxKGHcjrWcbIH5QML/vdfpVCYjEb1JBye9XEnWOIZPDep4qmlhCV2nfxwPmNWItJiCAYyR0yetMVieJoPKO5kx0xnpVndbiMssisoHO01US3hjGPKUcjnHSp45IcHhV28nA61LYWAyROQAGwTztFZ2o2qypclQGYKSnGc/KDj2+7V2WZwG8s4J5BrDaW6mv2KRyTbR96NWYA7WHOOnUVLKLMGnJYXkkpiVC3KgnJH41YljWZ1bALbflz0qG9a6hmUTQlcqMiQEcY681VE8e8kEDJB600BMlkrsPmPPWrEenBWyGPTgGoY7d1ctHKzA9FFTCW4R+E8zjseRVgRfY5OCZe5/hyQf8mlS3kMgHmg+2KnW8ZXLSREKccj0pYJRLOr46nPTHFAhYLS7QZ83b2IYZyPeiezdmIeRsseABVwTo7ZY4zwCDUspKqJEfcMHmgZzV5Yxgg54PBzW34VCQatpbKcEXSA49d4rL1GRnA2gFhU2j3D20tiCRg38bMccr8yk4qWNH0NNcQwDM0qxjtuYDNedeKjqWo+IQ1nq7R2MaLtWBiMN39iapX2vx31211JBK/mMfLzzhc8cduKiW/uJlOyIL6Z4rinU6I9KjhlD329S+br7DZESztNKeS78sx96xlzNJ5j8O579hUV5JBa7p724BK87R2/Dqaw18WLJdSC2tC6A7Fd2285weKmMZSNalWMFqWZb6Ke6kPIEJKnjB4/xNUbm+ClJ0yxjwflGB65ptny908yZaViSAO/tUNxEwiwIwqjgEn9MV3xWh483eTZDL4gV7sSspG0qxDLycEqR/3y36VfjtIZZGmEbFOPmYY6+tZd5FHcrCZSNjDHJO7lSOnTggdKs6RdyjTiqsqSFV3jGM8VSEycj975ce5QSCu49qc8ZaRkYD0C+tQfaR5jLJEu4nGV7f41asbqKa9jgJdckFiyeg5oAgeNVtVjJkB/TP0qhIZiuZASpUYOe4ropY2PnbkbMWWYspXAJ9D/AEqmsSTL82MDpikMy5LV9T09o2HzR4dMd8dRTrlBFo62aOUN0cMx/gj6ux9OOPrWg1xDpdvNcN0Hyr35P865fULuW4ItwuXlPzIOdqjov+PvUvcZJLd/bL3MBxGf3cSgc7eg/T+ddMAsXlKrAgKBkVz9pD9m2CTHnDqQc4+lakNwomGTx6U0I9OsNdHhr4WyagJEWcyOsAcZ3SFsAY7+v4V5VY63N9pmlkimkeZ2kZiAMsxyT+Zr2rw5o1hrfgO0tb6ISQs7OvOCrbjgg+tchr/w01GwuDcaSBeW2c+X92RPw6N+H5VzVE2dmGqRg9dzCsPEGrwafNZQXDQ2twTvQAE8jB5xxmnwTLHbrBDnPT8KtJ4U8RSYQabPED/0y/qTV+x8Fa9HIE+wsM9ZJZFAHv1rBxk9Ds9rTV7WN3wNpfn6k14y/urVcKfWQj+g/nXpFZ+kabHpOnRWseDtGXbH3mPU1frojHlVjzKtTnlcWiiiqMwooooAKKKKAPEPiINviu6/2tv/AKCK4+6GbdT2rt/iUuPE8x9Qn/oIriZebcA9AcV6dL4EcsviMpgSSMUkZaI5Un3I7VMzD0qIuAOlDQCws+p3sOn3B+SV8kjo2Oa6p4RCuAoXAwB0rltPkVNRt5CPuSAj27V3Oo2yh8qvSlHQHsYcimV+Qf59KQqV4x75x2q0UKkttx71AyMFPrWpBGV4BGMGo1BMoz0B9aezE/KOnShQAwIA/OgY8AiQOGIIIK7eo/GtyDxFvAjvZJFcHAmQdvcf1rCb5Tubtz9apXdxsBJbHGRzWVWlCrG0kaUq06UrxZ2NzN9sgFxBcRXUaja23rj39K499u8gZIzgH1qtCZU3AYA27dwPJHfp71KGwwHpWWHoqknZ7m+JxLr2urNDrhQ1s+CcgE5H0qzoBKXc0flkbIkjLEDnDjNQR/vFK54JCnPoSAa0NL/0k6hKGyANqDvwRV1VdGNPc6O0dVZvmG5OFJ6+mf1qykronmEg44wTjp3rHjkMeGPIHQj0rQieNoyo5JHKkZwe9cljckmmaZc+QQ+eMc9aoyxoW8sIylfatOFcZB5weMU5o8SE4ALDOadwM549sQCwO+MgcYpI7ebqyrHg9Cc1tBS+07TVO4jy+R1JNFxWMWZVzsJZjgZIOBRxFGCqqMjn3qW7C2rfMMsRnaO9UEmJVpJeGB49FpAR3UziNhkqe+eOK9T+FWnm08KG5breTtKp/wBkYUfyP514vdzyXc2EySx2getfSOg2Y0/QLC0wAYrdFIHrjn9c1MgPPPilZLBqtjfN/qrmJoHHoy8g/kSK85aCJAOPmB4PXNe0fEqwF34X88LlrWZZM+x+U/z/AEryfykkj2OPm6inHYBLaZUTJXG3kEDPH+NXg+0o/UMv5Vn20jQMYnPGDtq8ikoSoLD7uCasBwVCeCGGMYapI4UwGRAW5BOetKls6xhlIK8cenfNWoIWAyRhgT+NAFV7UbVYqVbpQ1rsb5X+U9qvsMouc8VCVyucHGO9AGNPaAMc4wD+dLbQ+ff2qbQf9IjwB67hirN0QzqPTtmpdFiU6pZEgHF1H+HzClLYaNvUIjbufKhDTo/MQTljnkEdau3lndJpwuhp72cb8fvFwwPpjrXpwhjDlwi7j1OOayfE1m15oNxGilmXDgDqcHJx+Ga5PZLqzqeKfRHiV/HFcq8JlAQ5MxJx07Z7euewqHSrWBo3aFlaN5GKMUOSvY+2akutLuH3Hym2thhHjA9gf046fWkt5HAdNpR+hX0wK2hFR0MKtSU3dlgoGZiI2UrgdBVS8QeWRkL83Ocnr39alEISDB+UY5KjJwarThQ4xukEozzngn2NbpGLMu6lRtipbPJLGxYFJiq/Ugj61FpRkha4hZgwDkLzk4ye/erhtIZWdHVwRzgYIGRjjPFV2s1s5EeTescyh0JADA9/1ppagaYDqfMkQHt3BFSxyMLuGeTACOCSPTvVeOZ/IV45VJPBDgHH/wCupSGliYCPacA4U8fhSYI7vxHYQX2htuwZRGCHJAzjpz7153FaqEJDOgzyN1dRpupt/Zl7bsDLNGAygrnHbJz74rPjhiO5ZSoYcnPTJqIpovcoXFoq6RLIcloirqW7c4/OsOB1Us64Lkck4rotekW30GcKQS8iJ+HX+lcpbgTOT096YjSijE0xBPANTG3VH+8cD0qtbxSwrwct1wavWzO77XXqR+VMD3XwInl+ELJfTd/6Ea6SsXwrD5HhiwUjBaLef+Bc/wBa2qwYwooooAKKKKACivn/AP4aa/6lH/ypf/aqP+Gmv+pR/wDKl/8AaqAPoCivn/8A4aa/6lH/AMqX/wBqo/4aa/6lH/ypf/aqAPoCivn/AP4aa/6lH/ypf/aqP+Gmv+pR/wDKl/8AaqAOk+JUGdfLnoYlP9K4G5QiIjv6CqPiT40jxBeJcf8ACP8A2cqm3H23fnk8/wCrHrWBJ8QxIuP7Kwc5z9o/+xrtp1oRik2Yyg27muylnzjijZ271zp8bLg403Gf+m//ANjTD4zz0sMf9tv/ALGn7an3FySOljAFwnQZcY/OvSb6D93uHPzHNeHx+MAkiObDdtYMB53oR/s+1dXN8ZBKCP7A28/8/mf/AGSl7WF9w5JHXGDCHcuck4rPl3At659a5R/ioHOf7Fx/29f/AGFU5fiKJDkaUR6Zuc/+y1Srw7icJHXYLgDcPvYo+9kgn05FcUPH2P8AmGZz1zP/APY00ePMEf8AEtP/AH//APsar29PuL2cjtpMkEg84xxWdPzIA3zbcsw9gM/4Vzn/AAn3rpgx6Cf/AOxqC48aJcMSdNwCpXif1/4D7VMq0LWTGoSvc6KBdqjpvYZJHrVmLO45P1rkl8Yoi7V03H/bf/7Guotbjz7OC4C7fNjV9uc4yM4pwnGWwOLW5pQW/moFUjf1UE4BIPFaukQgeZGFMYKkMpGCGA4z68f0NVLJcndgcetdRoWlHVLpijqrJBIzZHLAL8v4g/oTSqvS44bmYgEiKrZyFxgHirlvGzIDzu5IIPSqkMRjOwtkp6d6v2pBhIyfSuY3LVtD8rED5sZzU0aL/Ec4Hf601GAbK+gx9KRQXkIUkD17EUgLjDMeB74qpcA7F2JlsY9q0CmF7cCs6+kCRkdM8ZpXuBzWpyeVGSxy2fmNYkkpkBGcg9a0dRYncM9TWcsRALHoDTEXPDWnf2l4jsbTPDygH6Z5/TNfSYrw/wCGNp53jCORgCIYnk6dOw/nXuFRPcZna5ZrqGh31oy582B1A98cfrivArPdNbYYhZE6N3+lfR1eGeIdLXSPFGowKCkcj+bEvorc/wA804sDIeIswYEfKORitC02BUCErk45/rUJILAqcN9Ooq5DD8ilRlic8dq0ESLuJVSpG7IxVyLAC5BJOefX2qCCQowJ+9k4z71LujDxgEgqSME9aALAiVSML9QeaqyxM8rAjAHOMVebhRyeeM1Xk5UjPOKAOfvsRyEHqRV7w7E02racoPDXcZP0DA1Tv1LzEkdj2rV8IoX8QaaowFE4OB7c0nsNHtdFFFYgYPivCaDLtQZZ17e/WvItQhZrgPGuSnLDvivZfEUBn0O5UAkqA+B7HP8AKvJ7tUZjkfPkgNVxEzIedRaeS+QVOFwOnHaqLxkRhSqkAgjPUd6vSW65ILDk5Ax/nJqKZcyYK7QcqMkf5HetRFBXlEwAyxAxhx8v5Vc1cefpsRkTCqMDbjj/AA61MAqv5gwuMABQOD71Uu5JZYLmOUFlVs7fUdM/yoAzbVgCV4dRjnuccVsWsqoqK2QMnB7iuft5thPlg/i1aUVxGHAILc9T6UxG+cFQQwVmQgn1471T2xkDaoK9ye9QRXxVI1KHDYPX8KkEyGTAQgddp9cVFihfFMIPhgOowFkTp+I/rXH2IjBwc9B3rtvEDFvB9wrdVkjxx71yVpErIoCjJ9qSA2I3UEDoAvU1q6TaG6vIYQAS7hcj34rHhiZvnAzt456mu08F2nm+ILFWB4fefw5pt6DPY4olhhSNBhUUKB7CpKKKxAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr0/R0DaXZD/pgn/oIrzCvVdCTOlWXGT5Cf+giujD7syq7HSafCpVc4r0vwV4fkjJ1GYbIpIikS55YHqTXnlsjBlUKevYV7boccsOiWccybJFiAKnt6U68tLDgjyG5TZezREYZJGRuOhU//WqeCMlGYe4xVjxLbtbeJr9Nu1Gl3g+xGf5mm2qjy9wORjtWd9CywSFGwL75xS7Qu31PoKdsJyOOO1I4IIc8YpXGOeXbGVbOCOKyb6UGPB9eK0pIxsYg8Z71lXA+Zl9aAMKdMu5PQHnNUcbsyk4jHQeprRvVCowHBLEmsiSbcWXOB6VSEekfB22aSfVL5gcBViU/Ukn+Qr1iuA+EtoIPCUkueZrlm+gAAFd/WUtxhXmfxMsymo2F7j5WQxn6g5/kf0r0yuT+IGn/AG3wxJKqkyWzrKuPyP6GiLswPLOEIIPI5Bq1aS+aB7HkepquRvSOTBwcg/WpLdhEwU/cbr7VsItNkSg4BOc4PpVoDEi5XnPemoFkZcNkEYJ9KsSKrEc844PpQAoRmIPJ2gnFRXBGzHtmpQWwCvJ/Oi6lPkkhecHtUgYN2PmJ54rX8GRed4psABwjM5x7KaxryQg8/wAQz+NdJ8PIzJ4jjcf8s4nLfy/rQ9hnrVFFFZAIQCCCMivJvElgtpq9xbqMRF/l9geQK9arz3xxGU1LeAMvGp/p/SqjuB57cMyM/CukfBVu/wDnmkcpLAfIG0gDBycDvkfr+dOuJSs7sOFP96o1LSRfu0UqFPGeK1JK00k8iKzSAbW/iU8j60y6u7hL8bEGxlUk7c55GfxpSWEgj81NqgEqQOf8OKeYmfDeZgbgCAM/kfWmBjXkMS3siopQg/KGGM/nVsKPs0ZBBfHOeg+n61HqvlLdRMsZDMgB6lS2Of1FOhdGG1UBPI64FMRajTIyDn3HQVciQ7AGxxgZFVIVYI+QFXaD+tXoMnBwSMg8/lUspEuvqW8Kzj+6UJ56/NXK2Me3aQcnOBXYalGT4bvkYDPlqQP+BCuTtk8thjnHapA0rdmZgoBx1r0j4fW+/VzKFP7uIn8+K8+tNm0ZHpyK9W+Htvtt7mbHZUB/X/ClLYZ3FFFFZgFFFFABRRRQB8AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6noGp6bFplks2oWkbLCgIeZQQdo680UVtRbTZMlc7fw1r+gjW7ZrnWdMjiVwzNLdxqOPqa9U/wCE78If9DXof/gxh/8AiqKKmo7sIrQ4Lxp4h8NXWrpcW3iDSpg8IDeXexsMgn0PWsTTvEuhxuQ2s6coxgZukH9aKKXQovr4m8PrISNe0zj/AKe4/wDGiTxToD9db00jHA+1x/40UVIEZ8T6BvGNc00DHT7XH/jWdc+ItDI+TWNPJ9rpD/WiirAwL/XdNdCE1KzLHnidf8ayY9SsMtu1C154yZl/xoopoD3PwV4r8Kab4R0+2m8TaPHKELOr38SsCWJ5Bauh/wCE78If9DXof/gxh/8AiqKKze4B/wAJ34Q/6GvQ/wDwYw//ABVVNS8ZeELrTbqAeKdDYyRMoH9oxcnHH8VFFIDyL+3NGEGP7Y08EPuwLlP8agTXtIZ1U6tYj/aNwn+NFFbXEW4Ne0hHA/tvThx1N0n+NXh4m0PALa1p2cf8/Uf+NFFK4Eg8TaB1XWtOAzn/AI+o/wDGmzeJdA2kjWtPOR0F2h/rRRSAxLzXtIZk2atYn3Fwh/rXUfD7xLoFpq9xLea9pkCCAhTLdxoCSw9T7UUUnsM9H/4Tvwh/0Neh/wDgxh/+Ko/4Tvwh/wBDXof/AIMYf/iqKKgA/wCE78If9DXof/gxh/8Aiq5Dxr4q8M3a20lr4j0eZgrKVS+ib0xnDfWiimtwPOJ9a0lzxqdjweR9oTB9e9Lb+INJVirajYquTybhT/WiitREUmt6UX3Lf2OT1/fpjGPrxSS+INLCMRf2hIYFB56ccexoooAZcanolysVw2o2okO7Ki4XC/hn3qCPVNOik+TUbEKRnm4T8utFFO4ki5Fq+kLuDanY4xkn7QmT+tTQ6zo6EH+1bAAkcfaE/wAaKKTGXL3XdGl0a6jGr6eXdDhRcpnjBA6+1cxFq9hjm/tBnnmZf8aKKkZpWWsaSGAbUrJRn+K4T/GvXvCfizwrY6EiTeJtFjkd2Zle/iBHYcFvaiipkBvf8J34Q/6GvQ//AAYw/wDxVH/Cd+EP+hr0P/wYw/8AxVFFSAf8J34Q/wChr0P/AMGMP/xVH/Cd+EP+hr0P/wAGMP8A8VRRQAf8J34Q/wChr0P/AMGMP/xVH/Cd+EP+hr0P/wAGMP8A8VRRQB//2Q==", "path": "002941.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002942
Men Tshirts
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", "path": "002942.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002943
Men Tshirts
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", "path": "002943.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002944
Men Tshirts
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"path": "002944.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002945
Men Tshirts
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", "path": "002945.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002946
Men Tshirts
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", "path": "002946.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002947
Men Tshirts
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", "path": "002947.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002948
Men Tshirts
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", "path": "002948.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002949
Men Tshirts
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nUdOltLJA8zkDDMFAHrzSIvqeRyMZHZ2OSxJNNBqe8tWsryW3aSN3iOGMbBhn6ioM0hjweKcp5qNc08HmgCUU8Z4qJTmpAeaQydTUi5JFQDFTJSYFyHsauRnJxmqMRq5D29aTGmO1BxshH1qkDg81Y1BgZYl9s1VYrkVxVfiO+gvcEmOaQ/KopshGRzTSQRgg1mbEg2iMnNepfC0g6Hekf8/X/si15WU+T5RXqfwtBGiXoIx/pX/si10YX+Ijlxn8MwfiX/yM8X/Xon/oT1x1dl8S/wDkZov+vRP/AEJ642uyXxHBHYKBzRR2qShcGkozSGgBc5pKM0ZosAUUhNJmgANMNOJptACUlKaQ0gENMNP7U08iqGMPSozWtpXh7U9bmEdpbNszzIwwoH9a9I0L4cWWn7J9QYXc6nIXHyD8KpQuS5JHm+leFNW14FbS3KQtx50vC/hXc6D8KtL04ifUJDez9dp4QH6V6CkSIiogCp0CqBtAoYhTggZ+tbKKRi5tkMNvFbxLFFEiRr0VRgD8KcfpUmaay5qiBp+dfpUDDGasAYpsiZ5FNCZlalZG8iLIcSAcD1rk7lCNysDuAwwruiMdTWff6dDfA7gEl6Bx/Ws5076o1hUtueH6gjeFvEhuE4029Pzk9EeuoimV1Bz15Bq94k8MyXOny2tzCZImHEijkHsa4jQL+e3nl0i/3fabfhS38a9qycH1Nk0zrGFRgc06N9yj0p+AKgoAoNAUA4605SAOopVDSnEcbsf9kZpWbKTSGn2qORtvLEYHrWpb6HqE4yY/JT+8xrRg8PWsDB7pzcsO3RaqNJsUqqieceJZbprGO3to2Ml3IIYjj7zGvVPCuiweHNGttPg6on7x8dWrlNMC+IPHMt+iL/ZukDyIFA+VpT95h64r0KBCDiuiNNRRzTnzM0Ym54q4jZHSqMZCrkmp7aZZI1lUgqwyD6irILeOPqOT61QutNsbmUSS2kbSj+PGG/OrbSccUKOcnrSsBg+JdMiXw7KLeJVaNg/A5964y1nBjGD1FepyxLPA8Tch12mvJriBrHUJ7ZuDG5xn0NQ0awZpK27qaqX0gWJ8elOWZQOT2qpfSbkI9T1rOTsbRRN4dsSLl5n5btXU7SiGRnCRjlmPauQ/4SbTtAtXlu5Rnsg+8a4XXfHWp+IHMUTNa2Z4ESHBYeuaqEbkzmkei6n45sbctb2Un2icdCOgrzjW7zV7uWSSe5lIc8KrYAHpWdpxVJFcnaAcn6108kaXFkWJG0jOe9aqCRg5s42zItrt4y3DnitMjBx6Vk3se29EEKtJKW+RUGWJ+lbMlhqFjFEmpQGCV13BT1x2zWM1Y1i7oZnFKOaYDkU4VBRKMZp4NRZ5p4NAEwNSo1VxUqGkMuRcir9ucEGsyJuKvW79qljsM1DJuUHcJVcAE81LduWuTjqFFQrknmuGp8R6NH4QcqHFDEYpjj95gmnMgxioNSYEbOO9eo/DEg6Ne4/5+v8A2Ra8tZQI1Ar1H4YALot6P+nr/wBkWunC/wARHJjP4ZgfEv8A5GeP/r0T/wBCeuOrsfiWf+Koj/69E/8AQnrjq65fEcEdgo7UmaKkoKKTNGaACikPNFAAaQ0GkoADSUGigBD1ppOTjvSk/j6D3rttE8Az3lpFdXpb94crEvygD/apqDYm7HJWOl3upn/RYtyDkyE4QD3JrrNE8N2sLiT7Fc6tcLzsRdsK/Vmxn8K6LwfBDqK6gl1DEfsd20CQqMIAOhI7/jXahQqgKFUDoAOPyrdU0jJzZzcLeJEiWO10zTrOEDgPLn+VSpbeJpM+ZqOnwr6Jblj/ADroPek/z1qyTHTR7pxuu9WupfUIQi/lircWnW0RGAzEfxMxJq5g5pjdKCRMDoKCKaW560m/3pgOxSUm6gmgQ10BqrIpB4q0aYwBHNMCoAee/GOlcP458Li+tk1TTreMalZsJFAGPOUdVP4V22qXcem6Zc3rIXWCMyFR1IFQ2so1LTIbyFQEniDqD79qNBptHL6BHofiDSIL+3tghcYePJGxh1GO1ah0DTM/8e4P4muWuon8E+LPtm0pomqyBZ1/hhlPf2z/AEr0BYsrkfmKXLEfOzNTSLCMfLaoD781ajiSNcRxqn+6MVZ8og9KcIWxRZCu2V/LJb3rl/GerPpGjslvlr67b7PbKPvFm4J/CuxMSquWOB3rhNLA8U+NrnV3G7TdKJgtVPIaXozfoaNANrwzoQ0LQ7W0AzIg3SHqWc9TW9EQq49KjZsjjrSqKBk27cpGeoxWX4SvjPpUkBbJtLiW3P8AwE//AF60lOCD6VynhOXyfE3iix6bbwTgezgf4UWA7oP6VNGxI5qkjZ96txn5aALGeOK5LxZoD3L/AG+0Tc4GJAOprqs8UBsnB60mrjTseOPI6tswfMPG3uK5nxT4q/sYS27bvtf8KFenvXr3iqHT7N7e6eHy5Jn8vzFXgHBxn05ryvx34fl1PT3mdCL+0H7z1dexqeRFuppoeWy6jcX92Z7qUs7HI56e1XoZC3uc1gAPFKFYgHOD710ug6RdaoyhQUhJ5Y9atNRRCTkW7ZpJpRFEjSP/AHVGa7XT/Dmq3VqFnuDboRgBeTW74f8ADtppsEfkxgvj/WMMmustoAMZHbHFZyqM0VNdTwyPRNX8L+LEkuHkx5m6G5xnFWru8lvbhpZpmmcnBdiST717dfaZBe2UkcsasrKQMjofWvDJ4/JuJY/7jsv5Gsm7lpJBux70oao804Uh3JQwFP3KOhqEYPFOzg8UATBzUqGquakRhQNF6NvSrUDfN1rOjkOeKtRSfMKhoZJK5a4LdDjFJgg5zUO/dO3NS5OM1wVPiPSpfCIcmQZOaWQ89KjBJkpZG+cDJNQaFk/wivUfhkc6Nff9fX/si15WTkrjPSvUvhf/AMgW+/6+v/ZFrpwn8RHJjP4TMD4mf8jRH/15p/6E9cbXY/Ew/wDFUR/9eif+hPXHV2S+I4I7C0U2gHmpKA9aKDSUALRSYoxQAE0h5oPFJmgBM4prH3pxpjEYOelAHR+DdIXU9SM867oLb5iD0Jr2CykBhC9Ao4HoK43wlZiy8PwKRh5vnY/WuhtbjypcHoTXXGNkc8pamPpbf2T8R9U09uIdRiW6hHqw+9iu1GPWuJ8cRPaJYeIrcfvdOmUyY7xMcN+A611UN0ssSSoco671PqDyKYrlwkDqaTNIjhx60EYoC4fjSMKM80tAtyFl5pm3FTMKYRQBGeKMmnEUmKYhuTTakxTCMUDOY8f3BtfBGqSKcFoxH/30QK1NDj+z6Bp0BA/d26D9K574osR4JliHWW5hT83FdZaQ+XaRRnqqKP0oAoa3pNtrmlz2F2oMUoxnup7EfSue8Eatcwi48N6mx+3acdqM3WWPs3vXalBgnHtXE+ONLubSW28TaYhN7Yf6wKOZYf4lNIR2QbnNDMR296o6VqdvrGmwX9qwMM4DDnlf9k+46VNO6xxM7sAFBJ56AcnNA7nM+OtbnstOTTtPYnUb9vItwOoB+835Vo6Do0Oh6Lb6fCMCJeW7lu5Nc94YhfxJr9x4pnU+TGxt9PVv4V7v+NdyIxQIhCU8DFS7R6UjLQMYelclpKeV8TdeA6SWcDH65IrrGJwawrG22+NNVnxjdawjP0JpjOkiqyjVTVsVOrccUhFsNTQRuz1qMNkUo4NAyHVdOh1bS5rCcZSRflPdW6gj8a82mlne3lt7lD/aWnMYplC582E9/evUlJ9ax7/wtZ6hrkGqmRop0Ty5AhwJF7AjvQB8+6p4dsovEc7tAzpsDInQAmum0+2EEUYCBQAMAVueKvDsml6w8xYyW053ISM7faq1pCCMYwPpWUmax2Or0mMS2qHHOK1o4cYwKyNFl24jNdIqgjpUGj1I41AGCMjNeH+LdObTfEd3FtIVmLpnuDzXurDjiuB+JmkGfTotUjXMkBw+B1WkB5cOmc0oNMzjilBpBYf3p2elR5pd1AEuaUEVDupwNAFlHxVhJc1QV+etSCQgihjRdiYF2+tT7zjFVbTDAt2Jq3gCvOq/EelSfuke75zRzvBx3oJw5wKbuORx3rM1LOSZDXqfwv8A+QNff9fX/si15SGPmmvVfhcSdFvs/wDP1/7ItdOF/iI5cZ/CZgfE3/kaYv8Ar0T/ANCeuNrsvib/AMjRH/16J/6E9cZmuyXxHBHYWjFJRUjDtSZoIxSZoAdmm7uaKMZoADyKb0p1NIoACaIk864ii7yOqfmaTitDQoPtGu2aMON+auK1E9j1W2QRW0UQGAqgCnSDaN2fenIQQKWRNyH1rqOXqW0ji1TS5bSfDRzoY3B9CMVh+D554bCfSLsn7TpsphJPUp/CfyrS0yUBJF7is/VZItI8QWetO6x2t2pt7oscAkcqfz4oGdDbSlJthOPxrRyGHUV5VqfxE+03v2LwxZyald52+dyIl981rWVh8QrtUml1vTrY/wDPIW2/+RpAd2cA9cfWhW6nt69vzrlP7I8ayEC48R2ir6w2eG/U1bh8MynBvtb1K6Pceb5a/ktAHQM6A8sPxNIRx/Wqlvothb4KwZb+8zEn8zV4qAAB+GBQBERzRinlSO1IfagBhFIRwacxCjJwB78VTuNX020XdcX9tGP9qZf8aYHI/E0GTTtIt1/5b6jEuPpk/wBK7ZVwg9cAY/CvMfHPizRbzUdDW21CKZLa9Ekxj+baB/PrWzJ8VfDwYrCl9Oe2y3YZoA7XGDzUckYdCrAMDxg9xXD/APCzfPbFn4b1Wc9jtIz+dN/4TTxPck/ZvBl1jt50ooAqS21/4C1iWWytpLvQLxy0kEZ+eBz3HtVrXbzUPEmzRdNtpIknx9pumIIij7jPqaiu9T8c3sBWTw/YW0LffaWfoPYUmm2fiWYeXpN7pdvEeZDInmMP16Uh2O1sLKGys4ba1ULDEgVFA6CrBXjiuaj8N+IpSTfeKrge1rCsefpU6+FFGTNrWsTn/buyB+lAG6Mf5NMaRP4mUe2azE8MaaGzIs9x/wBdp2YfzqzHoumQ/wCqsoUI6FQf8aBE5APIPB71FFbBb2S54+eML+VWFQKAFGAO1Nkt4ZhiWNZB/tZpgOwMdvzpHuYLdC800cajqzuAKpy6BpEzbpNPhbP1/wAaiTwzoccnmLpkG7sWBbH5mgCpeeOdDtJCgnnnI6mCFnA/Gq0PxK8LyNtkv3gccbZYmBFdEEjiQRxoiov8KqAPyrl/iDHbJ4NvJHgh82TZEjmMZBLAUDNUePvC4XJ1iHGM59KY3xK8KJyNTMjDnbHExP4VzPjTQ9OsPB2m2sFjbrczTwQmQJgk9T/KvQLXTLG0hRI7O3G0AHEY6gUgOP1bxZF4ismstO0PUrrcflmZNqqfWsK2DRStHIpSReGU9Qa9ZUhcBAEA6Y4rhvF2nC11Nb6MYinOGx/eqJIuLG6e4SQV1Ns25BzXHWb7SPWulsZsgCsjVbGmVzUF1ax3VpLbygGORSrZFWFIwDSNyPxzQxo+edd0qXRdWns5QcoSVJ/iXtWfnPNexeP/AA7/AGtpv2uBAbm3GeP4l7142QVJGMYPSpGx2aM0zNGaBD80oao+KQnFAEyvilEmSMmoN5pN1DA27D/j3J96sE89aq2BH2VatADNefU1kenT+Ebn5jS7vnXFICNxpVI8wcVnY0JVb94TxXqvwvOdFvjj/l6/9kWvK0I3n5a9U+Fxzot9/wBfX/si104X+Ijlxf8ACZz/AMTf+Roi/wCvNP8A0J64zFdn8TP+Rpi/680/9CeuNxXXL4jgjsJRS4pKkoRqShjwKTNAC0hozQeaADNJmjFGKAErofBsHm6y8naKPP4mudJrs/A0GIbubuzBRWkFdkTeh28Y4GKkINMj5qcjiuk5ynY4GoPGejLx9a57XfBX/CQX9x9s1C5aJIyILMNhN46E1uzM0F3FKB0ODWjc/u7iO4Qn5uDigDM0e3s4dCgNlbQ2yMnzKi/xA469a3NOkJiAJzjqayraMW1zfWq4Me7zo/o3JH4H+dXNPfErCiwzZyPbGKrXF9aWqFp7mGMDuzgZqJ9PtrmQySqzE9QXOKRND0uM5Sxh3Zzll3fzpAUpfF+jxNtSeWZv+mMLP/Kq8nim9l/48PD2oTjszlYwfzINdFHCkQxFGqD/AGABT/bJ/E0Bc5J77xpdA+RpOn2Y9biYufyFQNofi++P+l+I4LYH+G0tv6mu0OCegz60Y460Bc4b/hXENw27Ude1e6b0NxsH5CrEPwz8KwsGfTvOfuZZC2f1rr8UncfWgDzbxB4e0mz8ZeFrWz0+3hjkkkd1RMbgB3r0CO1t4QBFBFGPRFFcrrBV/ih4dUn/AFdtO36CuvGCOOhpgNYsehwfbAppBOckj3zUm2gjjpQBxHirUUl13TdEl3+Rd71IVsbjjiqbWFloUBk0yGa3v7Y5YFv9co657VoeKNIee/tL0BkmtH82GVRkA45DD0Nc/LILjUTLcXE6b1/fQqPlxn1PT6UhnpdrP9qtIp1G3egbHpkVIV96isgv2SIoQUKDbgY4qfHFAERFMIqUg5pNtAiPbRUmw0hXmgBBUchAU1KRiq8zA8UwIQdzda5jx4v2jT9KsicG51GMAew5rqIlPUVzniSBrjxB4bwv7iC6eaZyRhcLgfrQBF41Bu/EnhewHKyXTSEdsKDXa7s5+tcje2ct9470nUIips7SGT5yersPT866gPx3yKQEwI6HpVHXbVLzR5oWAyo3KferSnJrzr4x+IJtH8LQxWs5inuZtoIPIABzQ0OOgyzmPQ9Qea6Kyn6ZNedeFNWN9pFvKxy4G1s9c12VpccisZI3izrYZQQOasZB71jW1xkDJrTSQFeKlloc4XGM54J56fjXiXxE0uPR9ejlgAWG5Uuy+hr1/U9UtdKs3u7uZYokHOTyfoK+evG3i3+39YaaI/ukBSMH09aIq4pPQj3A8jpRmqlnP5kIDH5gKs5oasyU7iluaQmmk80hNIodmgng0zdTSxxSewLc6DT8m0SrGCDmoNOP+hqfapy2K8+e56cPhGjIc06PPm0zPzE09D+8rNlky8u1eq/Cv/kCX3/X1/7IteUKfnbFerfCs/8AEkv/APr7/wDZFrpwv8RHNi/4TML4mf8AI0Rf9eaf+hPXGZrsvib/AMjTF/16J/6E9cb2rrl8RwR2DNJnmkJOaKkodTSBS9qbQAUUUmaAFpDRmjNADc8fTmvQ/BkWzRN54LyE154eAxPTFeo+H4RBolqh/uZP481tTM6jN2MDNWF54qCAA4qwo2mtzAo38JaM/ofSpbSQXOmmM8yJVmWPemMday4ZGsL7DD92/DUATSZMtvNnsUf6dRS2bbZzSsfKuGQ8oeR7+lQo225+tMDoIn4qYHPQ1RhfIFWVNSMnopqnNOHNAgooooAD1phHX17U+jFAzi7mMS/FG0YjPkac75/3mUV16rtUVzkEQb4lXbHomnIPzbNdRt60AR/hRjPY1JjFAxQBQul2kNjjociuV1+wS6MYVvn3DgDORmu4eNZE2sAQe1QLY28blxCN3vzQISGPZBGmPuqBT9tSYo20DIttJtqXAooAi20FRUtRt+lAXIm6VWdcsM9O9WWxnk0xsAc8igLnPa1OlnYXkrM/nABIlBxl24FcjpEH2zUw7yKUgXfukfhioITOfVsn8K6Hxba3s11C9vG8iqp+VBnLk7c/hnP4VjJo8SaVLDeTx2shl5zMowijgYP50AZXgDXPENzreo22szO8C4Kh1GA4bB2+2K9SLZJIzXn8fibwxpsu4azZK8a+WRkk9cn2q1cfFTwnAoxqYlbHPloTTA7dXxXgPxs1j7X4mtbBGzHaxbiP9o12n/C5fDIkAJutueTsxmvE/F2tRa54qv8AUk3GGST93u/u0rgbngXVRb3Elm74VzvWvTra/VVVt6/nXz7DdyRMHQlWHQirb65qDLt+1OB7VDVzRSsfQp8T6dYR77q7jQL/ALWTXPav8Y7C2RotLhNxIAcSNkAfpXh0lzNMcvIzeu45oXnrSUENzZv694v1bxHc+bfT5T+GNMhR+FZUYyeefrUQANSLwRV2Ivc0LeRo3BzWxHKske4Vgo1W7Sco+0ng0pq5UXY1CaYTQeRkdPWm1hY1TAmmk9aUmmMeDik9iludNp4xZJ9KnY8VXsW/0JCR2qYnI6V5tR+8enD4RqnrUsf+tqIEYb60+InzulQaEqtl2+terfCo50O//wCvv/2Ra8pRRvY+9erfCkY0O/8A+vr/ANkWunC/xEcuM/hMwvibz4oj/wCvRP8A0J64wV2fxN/5GmL/AK9E/wDQnrjK7JfEefHYU02l7UypKHUgoHQ0gpgFFJmjNIANFGaQ0ANchY3Y9lJ5+lYuk/FXWtLIhlWK4gQ4Ct97Fad/KItPuJD1EZx9a8uYn1681tT2M6iPfNH+NGhzFUvoZbVj/Fjcteh6Z4l0bWIBLY6hbzDHQOAa+PmJxUltcSwn93K6H1ViK2uZWPtKNw3TBHtzVa8tUnQnv2r5QsvGniLSnDWmrXSY/hLZBrrtK+N+vW5CX8MN2nfjDU7ise4u0hthu/1kHT6GkRwZUYdxXndh8Z9FvW2XtvPZyNwWxuX866XQdds9VR2tLlJ0jbGRQJnZ20nAq6jZxWRazDA5rTjYHFAFxTUgqBGUkdSfantMiffIB9zikBLxRVOTVdPg/wBZe2yezSgH+dUZ/F/h23GZdYs1+smaBm1S9Oa5WX4jeEofva3bH/dJNUZviz4PhGf7U3kDokZNAGvbJnx3qMnpZQj9TXQf/XryYfFzwzB4gvLxWupI5IY0G2LB4z0p1x8dNFXd5Om3sxxjsuaAPVjSg15ja/Fy3utBvtZbTJoLS2wqF3GZXPYY/wA81x918dtXLEW2mW0Y7b5CaAPfSw7UMfp+VfNVz8Y/Flxny7m2gHYJFmsC+8d+KtQBWfW7vaeqo20UAfVU9/a24zNcQxj/AG5AKzbjxdoFuP32sWSfSbNfJk95dXJ/fXU0n+85NVSaAPqq4+Jng+2BMmuW5x/dBNZlx8ZPCEQ/d3sk5/2IjXzMWA/Gk8wgfKaBn0PcfHTw9EMRWl7Ke3ygf1rDvfj5FyLXRW9jLLj9BXiROeoH5UztjPHpQFj1W6+OuuSZ8iwsYx/tZb+tYt18XvFlyxIuooQe0Uf+NcHgClFILI6O48eeKLpWEms3G1jnCnH9K564u7i6kMlxcSyO2Ml3JqM8CmZyaBiY4I7Gl6DnFFIaAGMQATUOfenSnIApi9KAHDJNSADApgp4oAdgUq0UooAetSr1qJQO9SrwaYidDTwcEGoA1SA5HWgC0tzIkiYb5WOKvo4dc9wayI9oIkY8DoKuWUoZXyec1E4lxZcJNMY9acajNYy2N1q0dXp+Dp65/u1McY4NQWIxYqD0xUrAY9PpXmz3PUhsChcHJ706MYk4NRqAB+NSxDdJUNFjo/vNz3r1f4VDGh3/AP19/wDsi15TGcbvxr1b4UnOh33/AF9f+yLXRhf4iOXGfwmYXxO/5GmL/r0T/wBCeuLzXZ/E/wD5GqL/AK80/wDQnri812yXvHnx2FyaQ9aN1NJqSh2aQUgOaWgApoo+tAxSACaOtJSE4pjMvxFL5ehXBHBOF/A1523X9K7nxdLt0hY+8kgrhXPcVtTWhlN6i44qLO01MvK1DIMVoZkoG9ahdCrZp8LY4qSQArQBXXBHOM12vw18RQaFrbpfTiG0mjOWPQNXFMMdKZk9eaAsfQN98WtB04FbaR7xx/cGFrmr/wCOGquT9gs7eIHo0hJNeS8880qDGBQFjubv4peLbxv+Qq8Sn+GJdoH41j3PijWb0k3GqXUmexkOKwxThQBae5llYl5GY+pJpA/HFRCnimA8Se9O3ngZqPFOFADwxwOv50+JXmmSJFzI7BVHck9Kizitzw35dtcXGrTKGisELKrfxyHhB+fNAGl4qu47G1sPDls37mxj8y52cb5m6/kMVj6lbx2Vjp8GMTtF50jD36fpUWnwTa1rkFu7F5LqcB2P1yT+QNO8RXa3ev3ckf8Aqlfy4/QKvAx+VAGeW3Yz+NIXxTC1NJoAeX96YSSetNzRmgBaKBzS4oEGKTA6f1pw64rS1G1RdK0u6jRQJo3DEf3gxH9KBmUeKKU0hpANJPrTO9KaSgBQKaRT+1Nb3oAqyHGBTV9KdIfnpQBjNACgH0pwyOuKATTSCTQBKGpwNMCnApwU5oAkVuak6mmKh6d6k246mgQoz25p4woy/X0qPeBwB+NITnrzTAkLl+vTtU1oxVzzxVccKakhOGHoetD1A145BIuR170Dl1HvWU90beVTk7Sa1oCHmiI7sK56isjenrJHV2/y2iihjT0wLdV74ppAIry27tnsR2Q1Oeamh4ZjntTE6YIqSMLhjSGJERg5r1n4Uf8AIBvsf8/f/si15MgXZnOK9a+FIA0K+x/z9f8Asi10YVfvEcuM/hMwfief+Kqi/wCvNP8A0J64rNdn8UP+Rqi/680/9CeuKzXbLc4I7C000uaQ1JQq0uab60maAFBoJpKKQBmigUGgZyvjKX5LWI9SS1cewxx7V0vjB92oW6H+GM1zTV0QWhhN6jo+eKSVOM0kZ5qVxlaokqg7TVgHK1XkGDUkTfLQAx+uKZT3+9UZ6UALTlNNBFKKBkwNOFRg08GgRKOlPFMU08HigBadjimg04nimIPT9KuSagP7KhsY0KgOZJm/vt0FUTx0o9j0zQM6vwZEtv8A2prcnEenWjkH/bcbQP1rlWYk5PXv9a7O8T+x/hZZQnIn1e6Mr9iY06fqa4kKQBk9qBC5pKMUYoATFKBSgU4CgAApcUoFOxQMbiulvbfzPhvpdyB/qr6aM/QgGubIrr7VDP8ACbUc8mDUkcfQjn+lAHFk0w04moyeam4AeaUCkHWnUxBximP9008g0xzj1oGSxaW9zZtcoeQTxVHPb04xXU6RgWCFh1z+VYer2LWt0zoMxP8AMDSTLaKgakJ5z6UxD2PWnHrimQThlxmnCUDoKrg4qT73tQBL5zHoaXOaiwRTlNAiWlFNFOHWmA8nAqSI81CafGMUAJcIHD1saTlpI1JycislTliD3rT0mQR6lGG4DHH0rKsrwNaOk0dof9Wg6cU3HvTyMBeMiozgk9q8d6M9pPQcucHmpY/9U1RKAFPNSRtiE0rjG7cRV638J+NDv/8Ar7/9kWvJfmMXWvWfhNn+wr/Jz/pf/si104X+IcuL/hMwfih/yNUX/Xmn/oT1xJ612vxRP/FVxf8AXmn/AKE9cQTmu2W5wR2F4HOaTNJQelSULupAeKbmkyc0APJozTM80ZoGPJ+tJ7c8im5pc8/hSA4jxY+7WyP7sa1gkcVreJG3a9P7Kq1lGuiOxzvcYDg1ODuFVm4NTxtVCI5VqFG2nmrki5FVpIjQAknPIqI04Eg4oIFADRTxU0VqHsrifP8AqyoqEUDHc5p4NMzRQIsK1O3VAvB/+vUgoAfupwNR96eoJ6A/gKYh+eKmtbZ7y8gto/vzOsaj/eOKZHbzuRshlYnphDzXefDXwzf3Hi+zuruxnS1tQ07F0wCQOP1oGVvidMkfiC10qIjytMtEgA7Buc1xIAxjriu41bwZ4r13WL7U205lS4ndg8jhV68cn2qNfhpqy4+03umW2OvmXIOKAOLx7UuABXbr4AsoyTd+MdEiHcI+41IvhnwXbYN14xMmOoghzmgRwh9MZpwB7jFd8LP4aQYLalqd1j+FU204a58OrE/uPDl5dnpmeTIoA4HnOBUiW1xKcRwyuf8AYQmu+HxF0W2P/Eu8HafER0L5P86ZL8XNWH/Hrp2nW3uIBQM5GHw9rN0P3Ol3jZ/6ZEV3WheE9fPgXW9Nl06SOe4ljaJXIGcCsK4+KXiqdjtv1iH/AEyjC1kXPjbxLdZ83XLs/wCyH4pgbUHwn8QOA1xJa2vqJH6VP/wrO0tsfb/E1jF6qpBrh59SvrlyZryeQHrukJqtuLNliT7k5o0A9DHhPwNa/wDH54qZz/0yFItn8NbTO6+1C5x/dHX9K8/AIHalyenakI7ptU+HkOVj0S8m/wBp5CM/rWfda94OCMIPDL5xwWlNcoc49ahc5BBFAzqYXjeFXhi8qNuVTrgUk8MdzG0TjKnp7UkHEEQ/2BUmcVg3qbLY5G6tXtLlo2yfQ+1RHrXUX9mt7Fg/6wDhu9c1LG0cjRsMFeK0TuZyViIHmpBmo+9PFUSSg8U4UwU8GgRIKcOtRg08GgB1OBwCPWmg07NMB0I/eZqSOQrNvB+6wIqNTtFJGcyY9aUtrFRdmekxSiaGKRcbWQHFNP0qhosvm6VbknlQVq+zADFeLUVpM9qlrEOdp4pyEeUcimhvl61IpHkH1qDQQAeXXrPwmAGhX+P+fv8A9kWvJyf3XTrXrPwnGNDv/wDr7/8AZFrpwn8Q5cX/AAmc78UTjxXF/wBecf8A6E9cRkV2vxUOPFsX/Xkn/oT1w5b867JbnBHYXdSbqjLEn3qaK0u7gfurd2+gpXK06jd1IzZFa1r4X1S5I/dCMHuTXQWnw/YjdcTkn0FTzCujiAcnjk+1XrPSr+9IFvbSPnvjivQrHwZbQOCYlYA5ya6yC2SGJUjiRQP7oxVxTZLmeP3vhbUbC3E06YJGcKc1jiOTeF8ts55wDXvhsllGJFVh7imDS7BWDfZ4cjnJX2q/Zk+0PkHW2J1q6BBBDkc1S7VpeJZhP4m1OVcYNy+MDtmswHkVolYhvUjkGKRG5qR1zUJO00wJ3ZsZGaiMjHrUkT5BFNlQLyKAICfzpDk0pwaQdaANzTbbf4ev2PVsEfhWMBXU+H4i+iSj+8WA/KuWYYJGPunFTfUpoKBRTh0qiRwPORWpb31nBGobTIZ27tK7GswDinD60AbSeIPK/wBVpenRjtmHd/Opk8Waon+qa1iHolrGP6VgHnmlB5oEdJ/wmXiHbhNVnjB7Ido/Sqk2vavcZ83U7uQnsZjWWpzTzkKSv3gM0xnea3cy2vwq0OzaZ2lvLmS4fcedowAP51wJHOPzrsPHcuyTSNMThLKwQD/ebJP9K5EgigBo47CnUlLQIcueOePrQaB0o5oAQ9OKbTjUZNAATTTQaSkAmKcKQc08CgAopfwpKYDScVC53Mo9SKlc8GoR/rox/tCk9ijqkBCKPQAU6kPWiufqarYUH86y9WsfNjM8f3x96tMUEj2x3qk7MGrnGZ55+lOBrS1TTjETPECU7j0rKU/jWqdzJomBp4NRBucU8GmIkBp4NRA08GgCQU8VGKeDigBc8UA4OaSkzTA7DwzLnT5E/uScfiK2GbjpWD4Tbdb3S8ffB/St5hxXkV17x7GHfuIAQV6VKjKICaiPTripAo8njmsbG9xSwMYFetfCc/8AEj1D/r7/APZFryM8Rg4r1v4Tf8gPUP8Ar8/9kWunCr94cuL/AITOZ+KzhfF0W44H2OPn/gT1gWEfhxwrXmrjOOUAxg+ma1/jA+PFsY/6cY//AEKSuB07TraezvLy7LFIQAoX1PT613ct2ecnZHqOnHwbAP3d1AzernNdVpsumXamKxkgkwOQmK8RuPDdtBYsy3H+mJEJnjxwFNbHw6aSOa6dHIwADg01S7mbkz2iLTUU8Bc1YWFAc1zMN/PkDzWIJ61INUupPFkenBwbZbfzG+taciQrtnSZjU9jQ0y44AFYurq9rpt5cwFjJ5XGTwKgvNTa08MW+obC4CIz7euDTDU1Ly9khichRwjN9K80uPH15f2kkCgJIhJd19BmqXiPx9c69qJ0nRopFjP3nPWuan0m80ewvGvHKt5TbSOhzWU5a2HY83upDNeTSk53yM35mohwaAcjJ60GrWwD+tQyL3xUimlYZFMCFPlNSlg4qPGOtGcdKAGyJgVF2NSljg55oiXzbhEH8TAUmNI7XSYfI0uBMYJXJ/GqluNDlt7ldTtZEa3lC+dAcHBPWtUYjVVH8IArnHVX1a/s3OFnUkfUDioi9S5bGg2m+DpwfJ1e6gbP/LRQQKpzeHIWOdM1a0vV/uk7GH51zy9sjBp/JIJA49a0MySWGS3leKUAOpwQDkUwUZP59fegdaAHU4Cm04c0CHg4q3p8fn6hbQ/89JkTHsWGaqAVNbzSW86TRnDocqfQ0wOkuXXV/Gl0zfPGpcgH0RD/AIVzTHLFh0PIrc8O7gmsX7cm3s3O73c7f61g9OM9OKAClxQBS4NACinZpAMUpoAY1RmnuaZmgBKSlpVFIAAHr3p9aWr2KWSadtXDT2aTN7ks/wDhWbTAKQ9KWkbpQBE1Qx/8fCf7wqVuKgQ/vkP+0KTKR1ppKUe3SjNYGvQKOKQ0lACnBUhhkHtWFqWmmH99CPkPUelblLwQQwyD2NUnYTRxwwGHpTwTWrf6SMGW3/4EtY/3TtPBFaJ3IZKDTwaiHPQ0obFMRZU08VApqYUXELj0prHA5p5NQu2evTvRcDqPCDHddg9OK6RiPXvWJ4ZtjBpvmsOZWyPcVsnp+NeTiHeZ7GHVoainaRTwxEdRjoadn91071ijew8ndGBXrnwl50LUP+vv/wBkWvIgcqK9d+Ev/IC1D/r7/wDZFrpwvxo5cX/CZxnxkbHjKIY/5cY//Q5K5PwyZZZJ7cwxzQEAtG77TkV03xnfb42gH/ThF/6HJXn8MMxkMkKyHZhmKV6C3PMex1WqLqdtbX876eFeVQpcPnag7VP4KVBpF/JJv5IBK9agvJ4TY3l8b1XS5gVFg3cowHPFWfB0nk+F791HPmVoSzstECrZLtaUqzcCTk1csfNl8YalLEoJjgjQE1U0CUTafDJgjnjJzzWx4fhb+2NYmdCAZFVc9wBTEnY2LyHztOnhK5JhI698Vw2u6+un/D+3hJzJIgix9OK9CyGgO4da4HXPA95q4trdLhI7eN2Y5GTyahhc5H4d2kJlnvZsb9x61N8RdQgvPD148Ab92wQtjHPpXcaH8P7HRZBIZ5JT3HQVzvxmht7DwKsVtEkbTXSg4GM1nyNsdz59x7UGjOSSBikLgcVr0ABwacGqIyikEooAmOKiYUocGms2TwKAGNU2noW1G3A7uDUJFaWgj/ibJlc4BpPYaOxfrXNXy7PE0G3+Ipn+tdGx4rDulUa6Jm6RwGTpWcNy5bGHcKFu5wnTzGx+dM4prMWO5urc0VqZjqB1oB4pV60ALThSUoFAh4penekFLjkcZ5FMDptOjEPw+1u4bIa4mht09+dx/lXNdTmuzvUNp8JdLTPzXeoSSE/7KrgfzrjRxgUAOHNOFNFOFAC01qcaYzUAMam0E0tACU7krxSAVJGv7xR6kCgDqPG9v9ludHjx00mH9STXL13HxPjEOuabGB9zS4B+hrh+aACmNUlRsaAIXPBqCMfvF/3hUkh5qMcEH3pMZ1qn5V+lBpsRzCh/2RTsisOpstgpDRkUZpgFGaQ0YoAXOKzr/So5/nhwsnp6mtCjjoaE7EtHKPDLA2HUqfegOjfKwGfWuoljSYYkQMPcVm3OkIfmgIU+hq1ITRmgKB97NORuetD2FxH/AMsyR7VGIZuP3bflTuieVk5epLG2a9vUgX7pYZ/rUcdpLJj5Tj1NbuixJBexqOSSeaipO0TSlG8tTrIokht0jTAVcBRSkDFIPuj2NKx4ryW7vU9lRsgHK/hQD+7waRW4/CgcIe9Idh4I2ivXPhJxoV/j/n8/9prXkSsNoyK9d+EpB0PUMf8AP5/7TWujDfxEcuL/AITOC+NbbfHEH/YPi/8AQ5K5DRZbxNQhWzVmLkb025GM11fxwIHjqD/sHx/+hyVzHhvzHvcid4o1jLOU649q9FbnmdDc8RaTYfZ7i4lWO1uR9xEkBDfhVnwchm8MX6gZJfoBWJcw6dq8cz2T3C3EYLESnIcdzXReAYvtOlXsJZk3P1HatBM6fQx5Wkx4xlefm4rYh8R+Xw0K5zyV71npaJZ6f5KMzYH3mPWqO3aq/wAqZmdXF4itiPnRh6YrUW7jkRXReozXBIckV2NuQtrFk44qRlppS2M15N8dLjZoemQnrJOX/If/AF69Qa4RDnOa8b+Ol3539ixAcDzSf/HaY0ePfNgD0GKjMTGpFbB5qYOppDKnkNTDEy1pAqaRkVhjFAGZkipYpB3qeS3qu0LA8CgCb5Tn0ra8P2jBnu2HHRa5/BUYNdrpwCabAo6bAaibdio7k7E9qx9QcR6rEp+7NEYzj3rYJqrJoV3rF3A1r5eYmy25wOPYVFPcqZyEiGKV4z1UlTj2pB0rd13w7qtpeTTSWMoiZ+GUbgfyrDwRkEHIOCMc1u1YzFHSnAUgpwPtSAWnU0HmloEPFOVsfN6Z/lTKVV3sIx1Y4H1pgd940iFp4P8ACNmOMWzysPcsK4TufrXd/FOTy9X0qwxgW2nRDHua4UL3oAcBS0AUUADZIqFjins1RHmkAYzT8UgGKWmAAVNbD/SYgevmL/Oox2qWE4njPo4NAHb/ABWOfFVqv9zT4R+OK4Wuv+JM3n+LCynIFrCv0+UH+tcgeKAEJ4NRMeaeTUTYoGQyYzSEccUrj5/alA3HCgk+wzSA6O2bdbRn/ZFS5qC1R0tY1kQocdGHNS1i9zZbC0UmaM0AFGaCaTIoEOpDQKQnFAC0jdKAeKa31oAQn60zg0p6U3igYhNWNPwt/ER61WJqezP+mxHP8VRU+Eun8SOtGdrDHemtgihTlDzSEfLXmvc9ZbDV7c9qRXwCM5oC8CgLhW+tIY9WJA4r1/4Rf8gLUP8Ar8/9prXkKAYxmvXfhCMaFqP/AF+f+01rowv8RHLjP4TPO/jmceO4f+wdF/6HJXK+HZZxeQC3j81mypQ9x3FdR8dv+R9g/wCwdH/6HLXJ+HJ0gubeaQ7VV/mPpXpLc8s349MudLlvbgae5V0Kx4bIAPWtb4eyMLW/UfeVgTmsux1NR9lj+0kYllDg91PSr/gJsXmpICcHJHvVkndQSeZbZcjrzVC7cxwSScDHQ1ats/Y2Udc1WugWgcMv8OMetNkMq2U4nTdvD47iuzGTYxkHjbXB6VzHIegzjArubJt+mJn0xSAg5ryT42D95o3OcrL/AEr1zOPc15L8Zobhn02dYnNtGjguBkAkjrQNHkew+lPWNs0nngE8U4SsyjCmkUSBGHcU4bgOtR7HbnOPxoMJxzIaLASbvX+VNdgBniojGR/y0J/CoXVv72aACV8tXXaPIZdKhJ7ZFcaysOtdZoLk6WqkYwxx9KiexSNGq0wK3EM4cr5au5wcZxVg+lUNTYx2rkd4mH0zioi9S5bFCDxXrVq4ZL2Q5HCPgirUut6Xqwzq1i0Vx/z3tPlz9VPWueYdMcU4wTJCshiYI3RiMqfxre5kaktjpJQtb6qx77JYdpH4g1l8KSOozwfWmDJGSePenfgaQCg807NNGKU9aBEg5FX9GtmudbsYAM+ZcRrj/gXNZ612Hw5sVvvHekoeVSXzGPoAM0xln4pyCf4gXyo2UgVIR+ArkAmBWx4ovTfeKdUuSch7h8H6HFYxlHrk/WgQuKYxwRS78+n50xjnoc/SgCN25pB061estC1fU2IstPuJsdSsZwPqTW3H8O/Ee3fNaxQL6yzov9aVgOZzQPpXSP4MuLfJutV0qADrm5DH8lzUB0XSoP8AXeIraT/rhG7/ANBTAxgPfipEwHXtyMk1cu4dLiiK2lzcTSdy0IRf1aqOOMCgDV8R3i3+uTTo4dCsag/RFH9KyW+hrYt9R0uCFUl0RZmA+ZmuCM/pVhNd0RP+ZWtW+s7f4UAc23sKSKGW5mEUMbSOTgBBk11Q8U6JGQY/B2nbh/elY1atPG1xc3qW1lpmn2MTAkmKPLKMHuaQylHP4U0qMQz2E95doMSknADUknjO0t0K6ZoVrbns8nLVyksjTTvI7FmdySTTQMHtigDoIr6fUN9xcsGlLH2/SpM1n6Wf3Tj3zV+smarYXIozSUUgDNFFFABmlNJSE0AFIaM0hoAaTTCacTTTzRYBM1Jaki6jx61ETiprLm7jHqamovdNKfxI6uLmM9uRT9oxzUaAhBzTst6V5j3PWjsIVHYmkUZU8mlGTnNAxgikMVR8o5r1/wCEWP7C1DH/AD+f+01ryBR2r1/4RDGhah/1+f8AtNa6ML/ERy4z+Ezzn47f8j5B6/2dF/6HLXFaUsUtoUkkCc9a7X47f8j3B/2Dov8A0OWuA04lraQA9Gr0up5ZsJZpkeXOhbPHaun8Do1vq88Lsp3x5yOa5KKDfaST55TArovA8hHiJRn7yEVSEej2xVUYDDYzxiq99IZI2b7p28cVJaOzmUNwM+lMnXGAvcGqZmzI05QisCxLHJ+ldtYEDS1+lcHp7T/bJUkkRkH3cda7iwYNpS47VIxO+c4rL8TabFq/hvULKVwqtCWDehHNaZPeud8azPH4S1BUYiSSPauOpoY0fN7IscjRx4bBxupynHTJNRDKAp0wcEHsasIvANCGOA7mlLBec07GaNqrzimAzcD2J/Cmsqt/DipwMjjgU4KDyTzQBSNuu8EPj29q622eAwKtuylVHQda5x05461Y0lnS/CqeGzkCoktBpnQZrO1Zgti57k4q+TiszWT/AKIB/tiso7mj2OfYc1astVurJfLjdfKPWN13Kfwqu44qIjBre7MjoI9Y0qYf6boMWT95oJChJ+h4q1GfBs4y6arbHvsIauXGKdnNFwOvXR/Bs/8AqvEVzB6/aIf8KlTwp4cnP7rxhZ/R0Iri8c5BoP4U7iO7j8D6L1bxhp2PYGuw8C+HdA0nXWurfxJBdzrbyDy4kOVGOWrxTg11nw5maLxXsVsedbSx/XK07gdHPp3w0gkd7jXL+6mZi5WNOBk9Krf2p8N7c4i0e/uCO7tjNedzKy3DqcZViD9c1Ki9yD+dK4Ho6eLfAkHKeDmc46ySg1VufiLpkA/4lXhPT7ZgOHlAbFcGzAD0quevrSA6i/8AH3iPUSQ1+0CdkgUIB+VYU11cXDbpp5ZGPdnJqsKeBQAoBY89qmjUd+KREFTYAFMBKSlpDQAhJqNjzT2qMmgBh61oaOuJLyXHEds2PqeBWeTjn9K0bRhb6HfS4yZpEiHtjJP86QzIUfLn1pwXvQuTjjpUgFAFvTW2ysPWtPtWRZnbdLitbJFZSNIhmjNNzRmkMdmjNICaQmgBxppozRQDDNIaXtTSaaQkNNNNONMJpjGmp7L/AI/4vrUBNTWZ/wBNj+tRU+Eun8SOsT7ufpTvMIFMUjy155xQpzXlvc9eOw4S9iKAyg9KQ49KUA5AHekMeu0setevfCP/AJAWof8AX5/7TWvIFXJ5r1/4R/8AIC1D/r8/9prXRhf4iOXGfwmebfHc48fQf9g6H/0ZLXAaS2VmHHrXefHg/wDFfW4/6h0P/octefaO372ZfVK9LqeWb1oC1ldqD6GtPwe/l+I7Yn+LisqwOftCDJylXPDb+Xrdmc4+fFMGesxKqzyAOD6jvUdzg4xTk+S9l+UAnuKZduokEY4KjJqiDKh0+O3uzKhKs555rqtKbdphHcE1gk/pW1ojZtJh6GkIlzgc1yHimRpb63t8/u8EketdcewrlvEcW29t5ccN8tJ7GlLc8H1uzay1y5hddo3lh9DVdTXrms+EE8SWNzchdtxDGWjcfxEdq8iVWV2Rhhl4I96EE1qTA8UuRnmoweKcDkYxVEDt24jaPzpRnGNwxTCdvSm+cBwBmgZIVBHL0sEhtp1lB6HmofNc8DAHvQWYnJ2nHYUmrjR0wfeqsOh5qjq/Nqv++KhsL8jbBKB6Kam1cZtRj++KxSsy76GGR2qFxVnFRsvNbGRCMUtGCDRQA4GjNJTgM0WASum+H6k+NdOB6AsT9NprmgMnArp/BpFnfXepv92ztXce7MNo/maYGJchXvrhx0MrEfnTGbA4p3QZ6+9QO3WkA1m4pgppyTUgWgByrzUypTUWp1FMBUXFONFIaAEJpppTTTQAh71GacTTDQA0mtYYTwwmR8zzM4+gAX+dY7HaCQMkV0F5GItKaMjAigiQf7zEk/0pDMBR8v40/tQo5p2KAFiJWZCPWtfIIz61kDgg1qIcov0qJIqI+ikzijNQWLSE0ZpCaAFBpabmlJpoBD1pDS0hpgNNMJpxNRkmgAJqa0/4+4/rVcipbVsXSE881FT4TSn8SOqiUGMGnAHFNgkDIBzUwA29K8t7nrrYjOc9acGO7FLt5608D5qQ7AD89ewfCM50G/8A+vof+i1rx8j5q9f+EP8AyAtR/wCvz/2mtdGF/iI5cZ/CZ5r8ev8AkfoP+wbF/wCjJa870hsXjD1WvRPjz/yP0H/YOh/9GS15xpJ/4mKD1BFel1PLR0WnsftEo6ZQ0/SZCmrWpx0lH86is+LzHqCppbQbL6M+ko/nTCx7DtIvd+M5FV7pVjus8kstSmT/AEmE7jgqDj1ou3+YggEg9aohlUk1s6E2VmWsUmtTQX/fSr6gVJJePBNc34n80eRsQsM9h0NdK33iPeqt2AyRgjndQyoysQ6TE1vp8QZcEqScjrXjPxN0W30jxIstrGUiu0MmAON3fFe5EYAwK5zxx4YTxRoLouFvLcGWFu+fT8aEDdz5+H50Fwg5P0FNkDQFkcEOhIYHsahTMr5PSmIeMyHLDA9qkVRjgUDjpin0DEoBoooAcpw6nHQ9a0dUf/Q0PYsKzuqmr+pRE6HDchgRvxipZS2M2gjPakjOVFPxVIkhZKjK1ZIpCoNOwFbaacqnmptgpQgz0pCGoma3pmFh4citgP3t6/myqOD5Y4Ufnk1Q02zF5epAfuHLSE/woOSfyo1S8N5evKvEY+SMeiDpTAou/UZqu5yeKdI2TTVGaVgFRTU6rSKtTqopgCjFSKRTOaM0APPWkNJmmk0ABpDRSE0DsMaoyacxpmeaQAvMiD1Yfzrf1gf8S2TaePt5XPqBGMVgp/rF+o/Ctu6cXOm3YB/1d4JPwK4/pQBkAUtL3pMc0wDGa0LZ8wjPas+rVqcKRmokiolomkzSFs0mazLHA0ZpuaM0WAcDS0zNOzTSAXtTTn1oLU0mmAGmE4pxPFNNACU+1P8ApUXHcVESafbHF3H9RUz+Fl0/iR1kY+XgVMuSOtQplVP1pVkOMV5ctz2I7E5wOvWmpKN55FNMnPPNJiNm6YqRk2/ca9f+EP8AyAtR/wCvz/2mteNqu1jivZPhAc6DqH/X5/7TWujC/wARHLjP4TPNfjz/AMj9B/2Dof8A0ZLXmumnbqUX1xXqHxxt3m8eQFcY/s+If+PyV51bWyQXKOTlg1ejfU8xRNy1G3UFJ6Fqbu2XRwf+Wn9adCQ99GMdTSXYC3EgA6NmqQ2esRSJ5drkElohzRejEi4FQWL79PsH/wCmYFWr4MQGwcCqMyn2rR0NsXxA7is7P5Vd0dsaglSiTYl4lP1qpcHMsQ96uTr+/b1qFrOWW4ifGFXrQx2FcjAHfNTQIzOuBxnnNPMAh24Te3vVm3EiD5tvJGPahBY+UvFLZ8S6kMbf9JcY/GqMZwo47V2vxV8LT6P4kmv41L2t2xkDjorHtXEIc80waZMKdzTFNPyKACjFCjdwMknoAOtdToPw91zXgsscP2eBv+WkwwKTaQ1FvY5dTzg/lTp2le2+zoSULZAr1RfgvItuC+rKsncLHxXI+I/Bup+GD5su2a3U/LLEOn1pKUWVytHIQrJGxjkVlYdmGKsgjHNdNp+p+Hbwwp4gWZ5dufNg4x9a3k8G+E9VjB0bxKkMpHyxXH+NXYg87IyM9qTFdve/CzxJarvt4obyM8h4ZM5FYU3hTX7bPnaRerj/AKZEigDFA5pegJFWJ7S5tcedBLH/ALyEVXYke3fmgRowSfZNEvJh/rJ2WFT6L1b+VYsjZx9Knlu2a1jtyw2IzNnPrVUnd0pANC5NWI04FMVcVOGwOlMBygCnZFM3UdTQA+ikxS9KAENJzQaTmiwBzSE0pPFRscnAoGNZuDxUt7aPYzJHIw3mMOV9M9queH9PGpa1BE2fKQGWQ+irzVXUbo32pXNy3WWQkew7Y/KkBVHUDpmr1rP5MFxFt3LKozk85HeqaRM5+UEn0HJre0/wnrmpBTa6ZcOD3K4FAGR+IpMH0Ndsvw11OCMvqWoWGnR+k0vP5CqsmmeENNz9o1e71CUdUs4wqf8AfRpgcmPWpITiTGDXQre6VJI8enaBEzBCR9rmZ2IHPbFYl1fNeTK7RRRBBtVYkCjFKQ0S0Umc/lRzWRqLRSZpM0CHUoPFMzRQgFpDRSUwA0hNLTDQAGliOJ0P+1TCaVTh1PvSl8JUH7yOyQZTJPUCoyMbh6U6FiYIz6qKRlBZs9xXly3Z7EfhGO4wCO1Oz933qORCI8jpSDIVDSsBZDnNex/B450HUf8Ar8/9prXi5PzCvZ/g3/yL+o/9fn/tNa6ML/EObF/wmcn8ZIWfxlCyj/lyjH/j8leYyQsrBtp4Oa9a+K5P/CXRDj/jzj/9CeuFaMMMlVrac7SZz06d4pmXFL5dxHIAOKnmPnu8mOtWntInHKKfpUQs0z8pZauNdCdFnpHh4LNodmWPKjFa10P9EeuJ0bWpNPs0tyodVPFbEvieKS1ZDCdx9K0VVMwdGSJ1HH4VZ047b+M+9YUWtwMAJFdT71qWGo2xu4j56gZ71SqRuZ+zkjtNik7itP3Db1AFYd34ls7fIjPmMPSsK7166u8jzBGh7DrUyqpGkKEpHV3er2lpnfIGYdhWHdeJZpiVhXyx61zkkvuSfUmo2uDjpWEqzZ0xoJblu8KX0bRXg8+NuofmvN/F3hK3023F9pwYxk/vY852125mZj1qGZVmieKUb0cbWHsaiNV3LnRTR44rZ5zmpkBkZUQbmY4AFXNb0h9K1Jo2z5LcofWtjwXpqXd8bqYApH90GuxT925wODUrHa+A/BFtCkWoakgkn6pG3RK9XtyqoFHA9BwPyrk9OuAoxxW/aXIOMkVzOTZ0Rika23IrK1bTor6yltpV3RyKVIPPBrUifcoolQMpGKFpqU0rHylr2lS6Lr9xZSgjy2JQn0NV4yvHHevW/iv4YNzax6vbx5lh+WXA6ivIU+vFdUJXRyzVmadrrOpaeQbTUbqL/rnKf61qr4+8VR4I1u7I9GbNc10H/wBemFzVEHWf8LI8U4wdS3/78SNn8xVSbxtf3OftVpp07dy9onNc0zGmFqANe515biN0/srT4ywxujgANZSKWOcc0ijJqYDFAgA47Uv61ds49PcMb64niUdPKjD5/MitFIvCy8tc6szenkIB/wChUwMICn8DrXQK/hFCCbXVpT6GVVqZNT8IxHI0C7lPpJd8foKBnNE8Uzd71148S+GYv9V4Mtj/ANdLpzU6+PdPgH+i+ENKj92y/wDOnoI4oBm+6jN9BmpFs7qU4jtp2+kZrtf+Fo30f/Hvo2jw/S1GaZJ8WfEeMQizh/65wAUaActF4e1q4IEOl3bf9sjWnZ/DrxVenP8AZE0a/wB6XgVbn+KPi6RcJqWzPdY1FZdx438S3g/0jWLlu3yttyPwFIZ6F4f+HUujaVqsusajb232iARF0O4wgkZ57Vk/YPhrouDNfXOqOvBCHA3VDBJNb/CK/ub6aSS41K6RIjI5J2r1+tcAMcn/AOtQB6M/xD0fTV8vQPDNpEB/y0nAZjWNqPxE8TagpU6gbeM/8s4FCACuUHrTs0ASTTzXD75ppJXPUuxb+dRnkYoz7UUAWdOuhaanbTsPlVwG91PBH60azZDT9XubYfdjf5D6qeQfyxVMjdwK6HxNH5+m6PqyD/X2/ky4/wCeicfyoAyVbMYNHNT6Vp82pRyLAVLx4yCamm0i+hPzQs3fK1zykk7M3jBtXKdIac8ciHDo6n0IpmcU00KzFpKQtR1qrgLS03migBTTTS0hNAmMNITg0GkPuaT2CO52Nq26yibHUU4nBBNJp53aXAcdsVKyjIyteXPSR7FN+6iI4MZyehqPgoMHvUxQFmA6VEseAQKSKHEYI5zXs/wb/wCRf1H/AK/P/aa14xtOOK9m+DWf+Ed1EH/n8/8AaaV0Yb+IcuL/AITOf+K4/wCKwi54+xx/+hPXDgCu6+KoU+Lo8/8APnH/AOhPXD7B2NKq/fY6C/doVQi96cDH60zyye9HlGszQsKy9qkB49qqBWH0pwdhTuxNIsbvrSq205A5qESGnByaLvuKy6l4T8DJ5o80HuaqhqXfg9KY7IsZY9GNOG8dWqASDFO3g96QEmWHPWms5znFNBNLk98Gpux2MvXrBNU02WMrmZFLRmsXwddLFbPE3Do+GB611DsewrDutGZdQ+3WDCKQ/fjPQ10Uqulmc9WjfVHY2V2QRg10Nnd4Yc1wllcOhCuCr+ma37a5IUHNaW7GN2tGd7Z3AkIAPFaajK81yOl3mTwa6a2nDoM0AQ6jp8V7bPDKgdJFKsD6V8y+KdCl8Oa7PZlSI2JaFj3XPSvqrAOB61w3xE8Gr4i0YtAgF7bjdGe5HpWkHZkTV0fOnmHFMLc06W3lt5nimQpIhKsD2NM2Gui5zbCE80AZNSCIkU8R4oENUYp4znNOC08LTAaFJ5p3PrTvpSGgAB49KQ0lBoAOaSloyKAGk00mlJBppxQA0k9qtaZYT6pqltY26nfOwX6e9VT14NegfDq1h0yz1PxTeLmKyjMcAPeQjgigZD8R7+G2lsfDdmR9n02IBwO8h61wytxUt3czX95LdTtullcux96jEZI4oAXfRk0qxn0qUR8dKAGAn1peaeEAoIxQBHXSzK03w0t2znyNSIHtuU1zh+uK6vQE/tHwT4h05B+8h2XkYPU7eDj86AMLw3efY9YiGfllyrV6D8wO39K8rQ4uEMZwd3HrXrCMG3AAkqxUmuDFxa95Ho4SaejInSF1w8MbfUc1VfSdOmHzW2Ce6mtAqp5xS7F9q41UkjscIvoYj+FtOlz5ckkbe9VJfB0gOYLpW9mrptnHBo2svIBq1WZm6MWcPP4a1ODJ+z7x6oc1nSWtzCcSQyL/ALy16UrSZ4OB6U8sWGJFD/UVqsS0ZPDI8sOQeRik5PNemPYWNxnzbSI/QYqhN4S02diUDxk+hrRYldTGWFfQ4D1ppGRntXYTeCHyfIvBjsGrNn8IanGcqiS+6mtPaxZn7GSL+gyGTSlB/hPetIjIrK0q2uLC1ZLiFkbd3FaK3MYBDMPpXHUjeV0ehTlaNmPSIlycCo2i2k05LkMSFU8UFt2fpUcrL5kQbcYr2T4NjGgaj/1+/wDtNa8dztQZ5Nex/B050DUf+vz/ANprXRhfjObFv92c98VWA8Xx5/584/8A0J64gEV2/wAVlz4vjJ/584//AEJ64UqPpUVvjZdD+Gh+acvXrUWw+tOVD61ma2JwCRTsYHNQ/MO9PDHvRcmwm7B+7Tg/PIo8wH+H8qXKnvj6imFh4dCOeKTKnoabs9TTCMH5aYiUqe1B3LTAWGM9Kd5hyeKQC+a1L5vrnNMLg9qaXHpRYQ8yd6YZPXFNJBpCqnqaTRVxZGDgMvDL3rQsLkshBPI6is3ao/ip0bmORXQ/WtaUujMakU9UdbYTGOQHJwa6exus4+auLs5d6Bwa2rG5KkDNdDscx20Eu4DmpvlYYbGOlZNpNujBqxdaja6bYyXt7OsFvH952PQ+1NK4S0POfib4AF+raxpkS/aVGZokH3x6/WvFvKZTtYFSOoI6V6J4x+KuoapfNaaLNJa2ABXds+aSuFi0fWbnfcJZXMqHlnKGt1puYSV9UVtmKdtBrZ0TwprPiEk2NmxiU7WlkIREPfOTW9L4a8OaAAdc137TOOTa6cu7836CtLGVjiViZ3CKrFj0UAk/kK2I/Dl1HEJ7947CE8g3BwzD/ZXrV+bxfDao0Ph7TbbTIf8Anqf3sx99x6Vz091LdymWeaSZzzl2zQAXSW6TlbV3eIdGddpP4VDinZFGRQBHijafSn0cGgCIimEGrGBSbRQBAEJpfL5qYAUfLQBGIST+Feh+KwNE8AeH9Ci+WW5j+13GOpz0zXG6RbHUNYtLJcFpplTHtnrW98RtWivfGFzHEw8i0VbZMHj5V5xQByYiUU4KBUTXKDOD+tRteIDwaBlsL70HA6mqDXp7ZqM3MjdAaVwNEso70xpF9az90zetOEUp6txQBbMic5IroPA2qR2XiiHzHUW0yPFcbjxsIrmFts9Wp62wU5DcimBp2l5pthey3UitcPDIxghHCtzwxPpXZ6JNKbBbiZy8lyxmcgYGT2Arz5LdQAMACu18MXJk0/yWwxj4A9q5cUnyHXhGuc6MSgjkZHtS7oj2xVfIz0IpceleT0PWsT4Ts2KXnswNQ8Z5HNO2456UrhYkBx1FKAD0PNMGRznmnb/UCncLDwp9KeFx1FRAgnoak3nOO1PmFYd8/Y04SOByRSKc0jEEUk33HZEySqzYeNGHvzT2sNKusmS1XceuOKrBT60vzAcVoqjRm6aGSeGbB+YWkj/3TVZvCkoQ+Vct1/jFXhI4x1qeO+mQHGPyrRVUQ6TOdl8OaijblCPjsDXrPwjt57bQtQWeIxsbzIB9PLWuPXUN3+sQGvQ/h9IJdLu2Xp9o/wDZRXRh5Jz0ObExahqcb8UQp8Vx56/Y0/8AQnrifK3KMYrufifHu8VRf9eaf+hPXFCMj7p/WprU5czY6FSKgkRi3NNaAr2qYhx1FLu9RWDi10OhSTK3I4pw6dKmCqepFBRT0NIoiDR4wUNAUfwt+FP8n3phiNO4h23jsaXbkcr+tR4I9qMsOnNPoIVkXtkUwqw/izTzKR94DH0pvmKT60EiAkdRQXXuDTtyeppDtNAEbMtRsBjg1Kyq3amNGAOtAyLnqKN+O1I6sOajO7vS6gbekT7j5X4j6VuJKYnUkcV5umufYPFFuhI8ogI2OxNehzXEL2QmRs7Rkiu1R925xSauaN94pttD077ROwPBCjPU153a+LJfG+pHTNThZo5STA8R/wBSR6juKu+NPDt1eafA+75iN8Yz8jj0+tbPw18JR2FuLu6TdI2M5HIPpWkWkjNpyOm8LeAdM0y1BeJLiZj89xIvLegA7Cu0itIYY9qRKq9MBRSQsAAAMewHFWAeKltspKxw3izwCNWspTpd3JYztkmKNyqSH6CvnzW9JvdC1CS1v4JYp1OOeje4Pevr0AYxXOeLvB2neLLBobqMCcD93MB8ymtIyIlG58qeaM9ZMfhSGcj7pb8a6PxJ4Pv/AAxqDW97F+7z8kwHysKwvJA7Y9a13MWrEH2l/enfaZPSpPJWnCAelAiIXMnpS/apPSpPJHpSiIelMCL7VJ6Uv2mT0qcQj0pfKHpQBWM8p6Cml5mPerYhGelO8rFADdL1G70q9F3blfOVSqsf4c96rSCSaVpJHLOxLMT3J6mrexe9J8opCKn2fNPFuKn4HQUZPpQBGIBjpTxGAO1OBY9BS7W9BzTGNAx2p4HHSmnA/iApvmRg/fzQBKMetKMEdag81cHarNS73xwgH1pAWgRWz4fuFgv9pOPMG0c965zdP22ipYrieNgRgsOQQelTUjzRaLpy5ZJnpu51ODz60olTP3cGqGjXz6jpgnZRuB2mr+0Z6d68acOV2PbhK6TJFIbkNUgB74NQ7AvORSjdng8Vm0XcmPToaFoRiBzUm8EY20rDE3DtSg0DZ6EUuEJ60gBjgdRmmck53UEHtg0hVh9KAHAtihWPcmmbj0wadyRRcdiRXx/FT94Peq7MMYGKaGp3CxeQL7V6X8OgBpN5j/n5/wDZVrypZSBjHFeo/DN/M0e9P/Tz/wCyLXTg2/aI5MakqTOd+JilvE8R7fZE/wDQnrizGegBB967b4lEnxLGo6/ZE/8AQnrimlKHBJBr2DxrkR3Zxk5pi7i30qdmLdRj6daYQQPlHHvUuEXuUqklsMLA9FqPzwO1SqxbIUA+uaYVznCdqzdCLNViJoXzgwzmkEo9RTHTY2CnUdqYydhxWTwsehosXJbk5YEdjSbFx6fSocMeAvHrSBiMgk1k8M+hrHFJ7jzH1w351G+RjgGlZiBwfwoEqAgMDms3RmjWNaD6kLZB6Gm739c1aO055qPYp4rNxaNFKLIC7DqTSeZ71KYSR1xUZiPbBpDQhlprzRojM5AVeppfL7kYrF8R+YmlkxvgbuR3NXTipSRNR8sbnL6lceffzTr0Lnae9dx4W8RLe2ptLghZEQrz/EK86bJNTWV7LYXQmjwSOoPevScdLHmc+tz1yz8RXM9i2kbI5Y93yM/VBntXomlBYrWJVxgKOnrXjmgakl7qMDKFAkXn6161pkmYVGawcbGqlc6iByfyq4vSsq2fitGM/KKoZPgYpOlRs2AO1R+dg4/nQNK5T1vRbLXNOls72ISIw4YjJX6V83+K/C914Z1h7SVCbcnMMuPvCvprzt3T6VznjLw/D4i8PXFvIo81FLxMByCBVRlYiULo+awhIHFLtI7VUmW6gmkibO5GKn8KaJLgda1RhYuYPpS4PpVQSXBpfNuR2qhFsMQelLub0qn5tx3WnCS4I7CgC1ubPTH4UhLeoqsftB/5aU3ypG+85oAsEDqXH500yRL1kFQm2BPzsfzoMEQPc0riHm6iXoc00XLN9yI/jSgRp0UflS7zjgUwDdO3PCUbG6vIxz6UAMT0p4U9+KBjRGg7E/U04BR0UUvTtSj2HNAC5PrQSaMfSlwPWnoAgNHcn1ooPIIpMDtPCKH+z5jkbfM4Ga6YBT1PNeWWl9cWUokikZcclR3r0uyuTc2kUwwd65ry8TTadz1cLVUo2JmgVvWk+zlehNSbyvYinCY49a5DrICkin2p6tj7wP4VIZWY/dpmeTxQIcXQ8Amozz0NKXFNwGPSkMBuXoaXzWHamlcdzSHdkYIosNDxNzyOKl8xe44qDaacDnqDSsVcnAib2pywx+tQBe/IpQGHRqljTLPlL2NelfDZCmkXoP8Az8/+yLXloaQHjmvUPhmxbRr0t1+0/wDsi11YP+Kjkx38JnPfEttviiLjP+iJ/wChPXHNkAh0BzyPauy+JeB4niPf7Ig/8eeuOdWCb2Oc9q9k8RjGHIKtlh29Kbh8kvk+wpyqrfwMD3xQUIBKtknr7CgBAqKGxgA1G+U+bJxVryuhK7simsAFGOn8qBEGPMG/5cVAd/m8tlfargT++OO2BUZhj3AgkZoAjdSUGMBfagCN0wpCgdzTpiw+QKMVXOBkEY9DTARo1U8EGo3UcHApcbckuR9aj3uR8oLUrId2DEAdeahaZ1UnpT9wAJYfWopFByeoz0qXCL6FKcg+2uq/MM04XihMsNuarSck4bH1qAv0z2rKVCLNVXkjRN1Ew4b9K5TxNeiaZYI2BVeW+tassoRHc42qOPrXITM0sjOercmlGgou5c6zkrMrEA9ajarOyo2jrc5y3o169nqlu6sQofB59a+gtDmElsrg5BHUfSvm7BByOo5r3X4eX/2/QY8nLAbTUTRpBnfW8nA65rXhfoKwQTHID6VpWM4lc4PSszU0yMmsvWnktbJrmL70fzEeorWBU9Kq6lGktpKsgyjIQcUFxZnafqEWo26XMLZDjkehrQC5X615P4d1yPRvE8+iC4EkG8lGz0z1FeqwSholIPOOKbG0fO3xH0b+xfFtwAu2G5/exnHGT1FcmGU8+vNe7/Fbw42teH/tUCE3Nqd4x1I71885Zeh4960i9DmmrM0No6g0YNUhOw61KtzVXMyz0pMk81EJ8g0/zadwHEfSkLccUgbNOGO9AEe0seaBGc5JqQkDvTS6DqaNBBtQUoK54U1GZ07CmNcN2oAs5x14pjSIOrVWzK9OWEnrQBIZwPu0eax7UqxADkU/AA4FAEfzmnAN3NO69OKXGO9FgAA+tOBptOAoGOCgc9u9dh4Tvg9sbJ3/AHqcoCeorkFFSxSyQSrLG2HU5BFZVafNE2o1OSR6gd68entS7j/EKytF11NRjCOwEyjketa+9DXjzi4OzPXhUU1dAGSlJQjGaXarDkAVG8WehqSwaMNyDTDER0pRC/Y0/Y6DJoAYFYetSqvqMe9IGx2qRZPUUMA2DtSbPep0KnvT9gboc0gK2zpjP0pdhPUVa8oY70nlgnikNMrhOPSvTfhqu3SL0Zz/AKT/AOyLXngjxzXovw540m9/6+f/AGRa6sIv3iOXGP8AdM5j4nSFfE8QVNxNonH/AAJ645WO07ifz6V2PxObb4oi4z/oaf8AoT1xy5GeqnrmvXPGY55QoZcrkj1oRF2EiP5j1O6mD5/mdVOOhpwPXHGecCgRJuIK/NzjHPQU3LjlMEDoBzmo1lLMRvGPegk4yV9gRQBKZGZduCrdeRUJBY5BPFIr7V+fLbaRZfkZwwwOxoAk2Ejdkk+w4qpNGyEu4IB6EVZ3NKgYITn0NRSNj5drBj6mgCHczja4AqEqi5AGD6g1I4YY3BcZ+9Ue3cDk4APBFMCNlIXPmFv9krUQ3AkthRU74AOAM+oqCQFsZTA9TQMgc5YMMZFMcpjjqaklUPj5VGPSqkit2QqPXNAGZqsu23MYB3sf0rBIxV/VHL3QXPC1TxSKI8GmstTYprCkBUcEGvUfhFdH/S7ZuiMDj615jJ3+ldf8ONYi0rXJVmYATAYJqZIqO59AXEWYdy9cVgxahJY3vzkgE1sxXq3EakNlT6VnaxYmRDIgyetZHQdJZ3qTxh1Oc1edRNERxk8Y9a8/0LU9kphZjwea7q1mDRghgQBu/CmF7Hz/AOP9Fl8MeM0v4DiG5bzVwehzz/OvWfDOqi702JyQSVBzmsf4haNaa7IkFxIA4hL2ciHO49SP5VzvgHUJIV+w3weGeMY2OccU3F2CEk2epXIWSNlbBDDBB9K+aPGOkR6Z4ovYIhiPeWX05r6UCh488sDXjnxX00RX9rqAQBZMowH0pQeoVY6Hlxix2phQjtV4j1603Ax0rY5SqoNSCnMnNIOKAE3EUhdjmpQoo2igCD5z3NAjY9asfLRvUUWERCAd6lWEelKGz2xTt+O9AAEx2pelNLt2GKYXx940wJPxo49aj81e3NODk9FoAdkfWl/CgZPanDNAABThSHk0ooGLTh160gFOAoES208lrOJkPzLzjPWvQdPvIr+zWeM8/wAQ9DXnXB7VpaPqTaddA5PlPw6/1rmxFHnV+p14etyOx3jORwDmlWQ9zUaMkqq6cqRkGpNteQ7p2Z66s1dEqyH0qUSA9RVdM1KCvelcLEuUxShFYcHmmYQ9GpQh7Gk2Fh4iOOCKTDr/AA0DcOKkVj+NFwsIshHXipg/HrSKyn7wFOwh6cUXCw+Nh3HFeifD4AaVd46ef/7KK86WPuGzXonw9BGl3ef+e/8A7KK6sG/3iOXGL90zj/iiV/4SuIEnP2NOP+BPXGiXCBS31rsvigSviuI462cf/oT1xYAxvcZFewjxmOZhtQYP4UuMcgtTBJt4LAH0PWnh3TPy788jmmIEc4ySGUdsdKUEhiVJBPbNJPNHGCSp5P3RUXmmRjg7cHt6UgJiGVcBgfXNDsW2D5VHfAqLcAdm4D3zUQcqQmec8GmBbYDbuDnb0AFQljtO4ncOxFNedWmCLlgo57c05S+7cxyD6igCOMknlM+lNlQhv3mRmp23cAbRmkC7+r8+9MCAWxRCwkBHvUDoTgbiatTFj+7AVueTUE27sAFX0pAQSxfutzAY6D1qi8ZUEtn8+KvsFLEqe3Q+tVLnbFBK7KRhe9AHIXGDdSEHq36VH+FKx3MT6mkwaRQfhTWFSYpGFAFZ196iRzBMky8lSDVl1qs4waQ7nr/hbxSrxoRKJFYcgnlTXpVjcx3kABIIPSvlmzv7iwuPMgfHqvY17D4L8Xx3UYXcAwwCprOSsaxmdFr+mtp7G9tRhwSSvY0Wuv8A2GGx1a0ujO6IYruBeduT1x7Vu3ix6pp7hSNxHFefW002gaxPAlujR3SlJQ44HuKcRzT6Hod9a2TWghiK3X2tPMglHJib29BXnXjDTdcsPE+n6iYlYTJ5b+X0BHc12vhu6gs7ZUHzMvGWPTPYV0z/AGe+g2Sqrp7jOKUpFwhyu5meGtSXULAb8CVeGXuDXLfFeyW48NvIAN0LhgfrV+60240HUTdxy4tWPTqFrN8ZaxZS+G7v7SPNV0wNnTPY+1SmbSWjPDScCk3CqhmKngYFBnzWxwE7kUwNUW8kUm7nrQIm8w9BSgM1Rq2DzUomUUDFER7mnhQKhNwT0FRmR2bFAidnVaj83PAWkSIscmrKRqvYUAQhJJOpqRLcfxCpgMdKXNMBgjUdqcBjpS0UAFFFFAwHWnU2nUCHDtTxTBTxQAtH+cUuKXaeBjk0DR0nhzUWfNlI5J5Mef5V0w3dxXnsEN2jxzw287bcOrLG2CPy5r0fTJG1CySXyJQ3RgYyP6V5eKo2d0epha11ZjUccg5H1qQMMjGCKs/2e+f9W/8A3waa2nyf885PwU1xOLO3mQ0beOf0qQEHvzURs5+0cv8A3wackFwmMwuf+AGlysLruSAY7078M/ShUlA5hkH/AAA09YpG/wCWb/8AfBp8r7BzLuAAxypp+wHkU9Ypcf6uT/vk08Qv/wA8n/75NJxl2Dmj3IcOCMYxXovw8ydKvMj/AJeP/ZRXA+Q//PNx/wABNeg/D9GTTLoMpH7/ALjH8IrpwcWqt2cuMadKyPEvGfxW0LxFra3lna6lHELZYsSxoGyCx7OeORXPJ4600LtaC7I5zhF/+Krz+ivYPIsd8fHGms+WhuyoOQPLT/4qg+N9MLZEF4CCMfKuOPxrgaKdwsjvz47sGzm3uSOwKr/jTB4200SBvs10exwqr/WuDoouFkd/J4501idtvdAe6L/8VUaeNNOQ7vJuiR0+Rf8A4quEoouwsjv08c6byXt7osSMkKv5YzTx4905c7Ibsdf4E/8Aiq89oouFkd6fHGnk5aC6LdjsX/4qnL47sFAHkXRA6fKv+NcBRRdhZHfDxvpfzE213uPoq/8AxVRHxnp/lsohusnvtX/4quGoouHKjtz4x03aMW9zu7kqv/xVVdQ8U2dzayRQR3Cs2B8yrj+dclRRcLIvrexDqr/kKd9uhz91/wAh/jWdRSCxpf2hD/df8h/jVhSHRWHQjIzWLW1CP9Hi/wBwfypgyNhULqKtMBg1Ey0AUnXBq1pd69jeCYSOgHJx3qJ19qhIINJoD3Hwr4mFxDEckEgcV1l9ZW2q2u4Bd55DAd6+ctK1u60q7SVGJUcMvrXqekeOrX7IC1wqZH3WPQ1DRvGRozC502bawOAfvDuK2dK18NgMeM9zWQPE2nXyhWnjbP8AtVn3U9krF4p0U+zVFmXzI9MjvLe8h8qXY6nsapajoVnc2csKRIwdSMEcV5g/i5dNkAeYMO2DmtKx+IttK4WS4IXuDSs7lqaaseYeINCudH1Oa1ni2MGJU44IrEeNkJzXofj3xBZa8tv9nJe4iODJ6+1cNJE+35iM1sjkla5Syc04UbCWwDmneU35UxBS7SaZkg4NSowNAgCH1qaOPGCaQfSpFoAdxinCm04dKBC80uTSA0tMAyaBRRQAtFFFAxRS0gp1AhyinjimA04UAPHNLx0PTv8AlSClzxQHU+gfDKRyeGrJ5ix220IyZGAA8lPQ+taCvYyzLGGZnbO0Eyc49DWVoMD3Xg23gRlVntogN3I/1MdWbe9k+2Q2N5CFnTBjdDlTxxn6is+VPc2cmnoaf2SDsh/7+N/jTJoLWCF5ZFZUXqQzn+tVor+7NpPO0ETrG7AgSkHAP+7zRcXUs9gxEKbJLYuWD5wPTGKPZx7C9pLuW47a2kiV1RtrLkZkb/Gl+xw/88z/AN9v/jUMdyYre0ijVWleMYDvtGMdzUX9rqfKEcQZ3DEqWxgqcYBAx+dPkj2D2ku5b+yQDqh4/wBtv8aU2cHdD9PMb/GoGvpPtn2aK3LNsLgs4UY/WoW1ZltYrkW2YHOD+8wR6kDHPI9aXJHsHtJdy59jgH8BHt5jf40n2O367Dj/AH2/xqH7fJ9rngEK/u4vMUmQjePyNQJf3jatHbNFCqmMSbd54z74p8kewe0l3LECWVz5hiVyFbaTuYZP4mur8NRJFZzBBgGT1J7D1riILp7U3knlbo/tGGbcAecDgV3fh7/jzl6/6zIz/uihRSE5Sas2fDVFFFUSFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVtw/8e8X+4P5ViV9H+GfgfoereFNH1KbVdTSW7sYZ3RDHtUugYgZTOOaAPDWWmFRX0Uf2f/D5/wCYxq35xf8AxFJ/wz54e/6DGrfnF/8AEU7iPnF15qFlr6T/AOGfPDx/5jGrfnF/8RTT+zz4dI/5DGr/APfUX/xukB80sMHr+VMI57c19LH9nbw4f+Yxq35xf/EUH9nXw2f+Yxq//fUX/wARQCPmpWZfusw+hpfNlPV3/EmvpP8A4Z08Nf8AQX1f/vqL/wCIo/4Zy8Nf9BfVvzi/+IosM+b1yx+YnPqamCccmvowfs7eGx01jVx+MX/xFSf8M9+Hv+gxq/5w/wDxugWp83eWQcq1QSs/IJr6X/4Z78Pf9BjV/wA4f/jdMP7O/hw9dY1c/jF/8RRYD56trBjErAcseM1JLbCJuR81fSafBHQkREGpalhVwP8AVf8AxFQT/AfQJ/vatqo+hi/+Ip3A+ZbmDPzDjFVBkGvp3/hnvw8eusav+cP/AMbqNv2c/DTHP9r6t+cX/wARSGfN0bZqQHFfRg/Z08Nr01jV/wDvqL/4inf8M7eHf+gzq/5xf/EUAfOgpQa+i/8Ahnfw7/0GdX/OL/4il/4Z48O/9BjV/wDvqL/43QKx87bqTNfRf/DPXh3/AKDGr/nD/wDG6P8Ahnvw9/0GNX/OH/43QFj52yMUZr6K/wCGe/D3/QY1f84f/jdH/DPnh7/oM6v+cP8A8boCx86ilFfRP/DPnh7/AKDGr/nD/wDG6b/wz94e/wCgzq/5w/8AxFAHzzQK+hv+GfvD3/QZ1f8AOH/4inD9nzw8P+Yxq35w/wDxugLHz2KcBX0IP2fvD4/5jGrfnF/8RS/8KA8Pj/mMat+cX/xFAWPns0o6da+g/wDhQPh//oMat+cX/wARR/woDw/gj+2NW594v/iKASGeHo5JfCFqkRxJ9mhKc458lDWjbx3szwm9SECH5laN8l26fgMV0Vj4Mg06whtbfULoRRIqDKx5O1Qo/h9AKtf8IuP+gjcf9+4//ianVGjaZydnb3MEksUixfZzIzBtwywPYjtUUdnKum3UUBEm8skW5sAL6Z/Ouw/4Rhf+gjc/98R//E0g8LKOmo3A+kcf/wATRdisjjmsLhoLeUwQNcxDYY3IKMuMckj0FFxY3FwsStZ22McgPt8o56rgc12X/CLj/oJXH/fuP/4ml/4Rdf8AoI3H/fuP/wCJouwsjj/s15DqKSxIkkSQmPdI+GPOaqtYai2lraeTBlXJB83sc13X/CLr/wBBG4/79x//ABNH/CLj/oJXH/fuP/4mi7CyOSnt3mms5XxHODiQIcgr3HuOKbPa3S6ul3bpG6GPYwdsYrrf+EWXIP8AaNxkDAPlx9P++aX/AIRcf9BK4/79x/8AxNF2FkcTJZ6i8F5F5MP76XepEvv/AIV2/hUzNpsnnxpHJ5mNqNuGMDHNH/CLj/oJXH/fuP8A+JrQ07TxpsToZ5JtzZy4UEfkBTTE7H//2Q==", "path": "002949.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002950
Men Tshirts
{ "bytes": 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", "path": "002950.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002951
Men Tshirts
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", "path": "002951.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002952
Men Tshirts
{ "bytes": 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cY/2mH6DvUrxpNE0cgyrdRmoorK2hO6OBFP8AeA5/M0Fq3UoG7lvN0dojR/L8ss0ZAJ/2R1J9ziq1tpihWSYmWRzlpH+8x9/xrcMQI4ODnIqKWLgsB35H9aC/aaWjoYEug3E5wrIQW+d84JFadhLdaJdx3Fu7Fo+Oe49PpV+FgetLLGr/ACkfjR5FLETTTXQ9F0vULfV9OW5h47Omfut6VX1K5js7aSaTACjIHr7fWuG0bUZNDv8AeGJt5PlkTPb/ABq54q1dbq4jtrVhIh5XHQk9/oKxdP3j6GGap4Zv7RzOqGfWtQaSZjtDZAHQVctrdIUCqoCipREIlEa84HJPc96eM47Y9K2SPm6lWU3djjhsCnAYOcCgA/hS0GQoGDQCeDR70nODQAHk5pMYxS4xigDvQA/PFNBw+OelP69OlMyPNUfhQMlxhaQelOblBSKCc+vt3oAZ1arNvazXMmyFN3qewq5Z6NK5WW4/dxdcH7x/wrbDx28ZSBVVfYdfrXNWxMaa01Z6eFy6dX3p6IqW2nW9mA8xEko7HpRKz3JAfhB/DTmbec0+JO7GvMqV5VNz3qVCFFWihskaC28oKdp6gHFcXqPhC3ub+S5wAX6iu2chjioGQZrOM3F6Gtzjk8JWy/wjNTP4YtlYPGoVx7da6nYAaikGVPAFX7WQjy7xro8dvdQOgxujOccc1oeBPD7Q2zapcqN0ny26sOAvc/WtfxPpx1afT4Yxz52HPoveugVI44lhh2rHGABnjHauqeIfslFbg33GrGAPXnn1NNdgeB0FNNwSGUqVKtgjNIWU4B61xWsA05bgdKdt24PelC7jgA1MsJ4BpXAiUHPFSqjEVMIDUqxkdKLgRxrx0qQLUgXHWk6VICYwKUH5aM02mApNNc4Q0jNio5j0H50ASxnam4ios5O48+lAbdGZM8dBTBj5RnrTAmX7ufWplb5elRYwABTwaBEyHNTo+COTVZSfwqZT2qWhpnd6LffbLFdxzInytWpXFaDeG3v0Qn5H4P8AjXaDpXuYWr7SBYtHaijtXUAUUUUAJVDVNQi0vT5rqX7qLwPU9hV+vOfHmpma8j09GOyIbnAP8R6flQc2Kr+xpuRzeoajPqF29zM5ZnPTP3R6Cs9xlzT/AFpmR5g6c1J8nOblLmYwDIpcc07GG5ocdDQZiKKc+c01fSlbO7NAEZzThSHninAdKBDu1AoPWgHtmgoUYpCOOOtGelBOQaAIjEM5Q4PWnNnG4fjS44p6YKleKQFdthUlshRyx9qbbQnzDcSj9646f3V7Af1qO4OTHEP4myRnqBwMfjVmLO5hu3AfxZ796C+VqPMBHJoA9KUjmjOKCBT26/hS4J9eKTnjFOB68ZoEA7+lGKO/SjHtQAnc0o64PSgcnpQfpQAo6VHMSoDD+E5qU9RSMAQQehoAexyEI5roNN09LRVnnAMpGQP7tY+iQC4uAkn/ACw+Y+/pXQzOQ3bFcWLrOK5Y7ntZZhVL95IdJNnJ/X1quW3HA6U3cW6VKijHSvMPdFVAAAelOJ3cdh0oYHGBSqoAxUgIeKjI5qRjzio24+tADcHNVrh1UEt0HWp2cisfVJZDA23vxTQh9i0d08kgGQp2A1HOpmmfY69RlW6ZFP0eD7JpyI3ViWY+5ohjzfM5HB4qr2Ymr7jobcunzfeznNSrYjdktmrZwDgAYFKODxUtjQxYQvSnhR1p1J3pALkU4Gm0tIAJppNBPNNJpgI1MJpWaoy1ACSthc+lNvXEdm8p7gAfU024P+jyY64yKpalKz6bbMnKtKoamkBeUbbeFD1xmnLjOfTpTHb94cfwgUqn5cdzQwJh3PanKajJxgU5Tjk8UCLCk1IDxUCtUqmkwLMJKspU9K73TLsXljHJn5uh+tefIT2rpfDd5suHtyeHGR9a68DV5Zcr6lI6qjtQKO1e0UFFFFAEM8ywwO7HCqpYn2FeKX1217fz3DnJkkLfh2r07xlffY/D8wU4eYiMfj1rykj07UmeFm1XVQQmaR+Vz6cilOPWmjuv5VJ4o5ucH15oP3aSP/VnvjikY43Z7imSC/exQTzSIfmJ7AUh+7QADPWnCgAClAAoAD044NJzkcUpIoycigBBnNKQKAaDQAm38qenHY8c01aGyc49PWgaGmBJbdRIgb5c80RR+XgLwB0FSxkmCL/doQZYigG2R5wxo68U9lGc03txQAuPUigHmjtS9e1AgA5pSKTBzS4zxQACkwTxTgoBoOM0DsJjFAweDS8Y60u07eDzQFjY0m28m3kuD1lOB9BVq4cKgJPbJp8aeTZQoRgrHjFZl5cKs1vb/wDPdcCvFxEuao2fXYSn7OjFF6E5Ue9Wl4qnBgEKOQOKt1zHQK3WkzQTTSaAGk5NMY0pbAPrTQM9aBEbAk4qnfw4tnOMnFaOOKhn2mIqwznjFMCtCp8lFyPujNSbAgzkZHvTWSLOAhzjmgLD0KE0XAkimWQMOpBqaoERUJKJtBqdTkUgFopOe1AOaAFpCcUE8ZqMsTQAMabnmkJpvSmAN3pmaf3qMjJzQAjngE9M4P0qjcDyrGSM/dRgwq9nejA1n6icaazD0wfzpxAs+Yd4yfvAGpYzmTPYVnxT7pCeu1QBV5PliptCJC355qQnHFQIctmn7smkBZVjUitzVfdjGKlQ5IzUgWkPvV+xnNvdRSqeUNZqsMirUbc04vld0Uj0dHDxq46EZp1UdKlMunQseSBir9fQwlzRTKCiiirA86+IV1vu7W0B+4pkOPU8f0riiTWz4ruvtXiK7bghH8sfgMVjZ49qlnyeOnz1pMTj8Ka+VIcdBwaXgEGlPOV9aRyCLw5Xsw7Uh++uecg0zcfL3A8xtg/5+lJO21lI9Gx+RoAdFzGW/vEinY3DmkRSqKmOi4P1qQCmJiY4oH0pSMjFIRQID9KAOlOGO9H0oGJgdaOpx2oBoxk5oELjioyB09aezZPpSDqM0DQsOTZw+oGP1pw4cGkjwttGCQMZ/nS7lx8uT+FABn5mB6jmkxgZpHYiZDtIB+U596djKj+VAMb2zilHTrRjjFAoEL6Y60vNJijPPSgYvPrRQTmk5oGL0FT2y+bdRJ1ywB/OoMnHNXdJXdqMZ/ugn9KmTsrmlGPNUSNq8lx5uOoFc4P9J12B3fAt4Nw+prau2/fOnZl6/hXLCbFq9yp+ZR5Z/OvE+Jtn2MVZI6exberv6niroqhp4KWyHuRmrgNZMCTrTDRmkpAM2jOT1pTRTScUxAxwKjXBfc3QdKR2J6UxjhTzzQAMxLZzTlJ/yKhHTrTlPvQBK+SBntSr0pgIpwODQA7NKCBmoy4HSm7zigBzPgVGW4prNmmFqAHbqBTM0bqAJBzTCcUbscigsG6daAG4BHFZ92D9muYH7puWtDoDiqtwoaQKerAjPtiqiBm6cd6qepY1rOegFZGmDZOydouK2I8M+ewqpCJBhI+vWkjGTmlYF2xjil4RcetQA9Tk1MpJqFBgc1LHSYFhcAirMbZNU1bJqzGc0ikdp4ak3WDpnJV63O1cv4XkPmTpnqoIrqO1e7hZXpooSoppBHE7twqqSfwqWszXJvs+iXkoOCIm59yMV0ETdotnjtzKZ7qWU8lnJJ/GoM8U48Uw8H1z0qD46o7ybF9qa3K5B5HX2pc44NNYkHdjkcEeooIEDATAEfLKCP8AgQ5/lUZO6aKMjIDYJ9sGmzgBQVf5WOUb+6w6f596hEwkv4m5Vtjh09GGB/WgpK6NJOefXmnfpUSNT+aZA+kPWkBpSaBAetNpSBn6Ug7Ht3oAUdeKM+tKBjmmk0AL1OKAoJ9+tHbNOHWgB6f6ofKp9z2pGLE43cewxSL0P1pCMHIAoGNkwRgHJp+R+NMz+8APpT/xoAbjnmnY44GaTGO1LnvigA4pDjNL1PJoI4oABSGlAOaDnHSgYvGK0NH/AOPtz/dQ1n4xV7RyTdyDHWM1nW+BnRhP40S3fEBg2evFcYZPLOoWTcFZVYfQmuvvvmiIz0ri9cPk3ltfjhG/dS+3oTXjQPrzvIPljQDoFFS5qjpVz9rtnlHRQo/SreazkrMRIDSk8UwGlPSpENzSE9qKbjnNMQ001sYpxxTHxigCMn2oHIxSGjOKAJE604tioNxpQSaYDmbvTS/FNY4NMPNAC78mkzzTDkNSg0APzSZ5pKUc0gHL1pHBHzJQDg08DIxQAxW3DI7VFcYEe/8AuHNJLmF938NSBlljPQjHNUgOeguNrMy/ekc1twHbGB3rk451jv5FzwrkCugtpiYsnqauSEaat1GKcPnOeKgBwo55apwMJ7VmA7OTipwcLUEK7jk9KmOc0hki9KniPIqD+Cpo+CKkDoPD0uzU0XswI/Gu07V59psvk30D56ODXoA6V7GBleFikJ3FYPjCUReGbzP8QC/qK3+9cZ8Qr5ItLhtAf3k0gOPYf/XxXcYYmXLSkzzYHqD0PSmkgfK3APT2pSOP5Gk/1gKt9/HP+1UHyL3EJ7Of+BelNY7ThzgdmoLY+V+n8Len1pp3IP7ynt/hQIjlGwNvG5GGGUfzFZodotVtwTujlVlV/wC8AMj8eMVpjKgiP5lPWI9vpWXqKCKNbmHJEUgdo+47H9KDWna9jVjkG7Gasq2RWLHdAlZFIIIyCPStKKUHvmgiUbFr27Uu7FMDZp2aZAtFAHIoIoEHagDnmgetHegBetOHHSkA/ClwaAEXrz0pXyKReQTSkfWgCHP79cmpWAIqFv8AXLmp+1AxAT07U4Yx1zTOM9M0/v1xQAmee1GQOOpo4B/Ck7UDFB560pHFIDinblxwQaAGngVd0hwt+Af40IqkWOKl0+UpqUJx1OKiorxZth5ctWLL90doGeh4Jrl9XiRkkST/AFUnyt7Hsa6q9UF5Y2OARkH3rltRy8LK3bgivFgrM+wWxreD5d2jzxP/AK+GQI/qw7GtwnHSuF8H6iLbWvs07481dgY/pmu4kJEhFKotRi76Gc4FR+pNJkHqazJJAcmkbINNDY6Uxn5oEPJpj00SEnGKG570ANOc0h6Uc9KGoAYxpQelNfpSjoKAA9aAaXFMJpgBpq9acPemnrQA/tSDilU8UGgB4AIzSjIpqnipMcUANdBLHtYcGsWVpLObGT5ZODW0xx3rL1pC+nyOvJUZpwfvIDhxN/xNrlc8CWussm3hfTFcBZXQm1GUn7xzmu205y0a478V0VY2A6CHLHPGF6VNIc7VHWoLf5UUDr3zViMZk3H8K5mBOuFSnIM96aOaeoOOhpASHpUkZ6VFg4qSP04pAW4Ww6n3zXotvJ5tvHJ/eUGvOEzkcV3mjSGTSoSey4/KvQwEtWikX68h8WXcl14ju0kORC2xFz0A/wD1168OleK+I1EniLUSwB/fsPQjmvUex5maO1JLzM8gEY3DjpTGQngHnrkdqNjAfK5+jDIo3SL/AAKf91sVJ84N+9kMMN6Hoaj+aM9CV7qe30qcyAjDxPj6A0hePA3OQB2ZcUAQlVcbkyf5iq8qb1ydpI7+1WmMJO5ZBn1BqvI0XJbYT7PigE7HOB/sdy8AJ2Z3xZ7eo/CtixuNyDvWHrrIJEeMLuDAnbzgVNp05MmAc55oO2UOaCkdTG2QCKnTnnNUIZOBk1aWX3oONonJx9aTPPeoxJuOcU8E4PamTYd2peabuFFAD89O9AJz1pOce3pQD1oEKO/rTiPl5oT7tK2cUAVZuGUirA6c1DOMpx2qWNtyigYjDHbFCkHpT3GSCKiHDUAiTAzTTTuvFNK4oGJn3pSlMyemcc1KpzxmgCPBqS2cx3UTE8Bwf1pzL61GUPYUmh03aSZr6j+8ZvUHNc/fR8luzD8q37zIlA7bawtRdRE2egrxX8R9lTd4pnE3pe3u/MiOJEbcp969N0jVYtW0uK7DAyBQsq9w1eZXxHnHOee9aHha8+y3ssTSERvgge4NaThzRLPQZZcOFJ684oVxWfetJ9rDk/I4BBFSxN8nXvXM0Jl/d6VGzUo6GoyeakQ+PrSuck0sQwCaaTljQA3NKTxSE80GgBG6UnalpueaYDhTW606kagBM009aUU0dTQA8U7rSdqTJz1oAUHBqZWyKjHPanKCKGAky/LkVnvcqQ0T4wRjBrTOMViazbYhaaJtrLzTjuB5vd2v2DxayR/6t8ke1drprxQqrSuOvFcjeTtLqcVzjLDgmuh01QDvc/MT16/pXZVd0htHVRXSMB5cR+pq0kknHyotZsLb/ug59+v5VbVyByQp9K5LMSTeyLYaRiQZAPoKlXP98moIkkfhVkY+ymrSWF0/K20x/CjkkWqcn0EEaNyXb86kSJFP8XPfNSLpV82P9FYfjTjpl8vW1bH4UezkP2U+wqwYA8uRlJ9a7jwx5w0kLKc4cgfSuICSwD99DIgHcjNd14cIbRY2Bzkn+ddeCi1UYODjua9ebeL7NLrXWWDZG6xqHIH3m65PvivSCQo5rzS5mNzqFxOST5khI+lehXm4rQqGHhWvGaujnpNJvE5EW8eqGqcsMkR/exun+8prs4sf5FWkGQcjP1rGNZnJWyOjLWDscArjs2foaXJznBrvG0+0mB8y1ib6oKibQNLYf8eaL/uEj+taKqjz55FNbSOFbPU/yqtN0OAPyrupvD2m7ciOUEekrVly6HazXsFrEJN0sipy57nBqvaJmP8AYtVbsh8MeBpda0bVLu6TYt1bNBaqwwSc7g/0yAPwrznT7R4bhw4KspIIPqK+p4IEtoI4YlCxooVQOwAxXiHxC0lNJ8WyvGgSG8Hnr/vdGx+PP41q0dGJwyp0Uo9DDTIANWEas4SnHBqzFJUniSiX429qlziqsZ+YelTk8UGTVhS1OQk1EATVmMALwOaBCt06Ui5I9qGOTzxTsfKKYh4GEHpSMf8AZNO64pGzQIikGVb6U2A/J1p5z3qOE7SVoGiz1XioWBzUwNMccUCEXinlcioV49amwTgYzQMidDTOV9amZfUfrUTqe1AyeNwwwx5p7KPTPHc1WQkHrk+tWYAZJEU/xMB+tLoVBXZpX/B5HVAR+Vcnqk2MjHytXZauuMOvWM/pXC62QCQB8jcg+leNa82fY0laCRzV2dzmqYd42DIxVlOVb0NTTN821uvaqzHkDpzXSkWdpoeuyaratazpie3G4MOjCukVdqx47jNcZ4L2yajLGfvNERn15ruNmJFX0AFctZWloDLGMRgd6jYHIqSQ4x7VEeWFYEky/KtRk9akJwOahJBBoAAcmlNNU8UppgFNYU6kNACjpTWozihuaACo/wCOpewpmPmoAeDxSGlHFLQAqZ9akAqHpUiNQwFYYrL1gMbGTHXbWuRxWdqQ/wBEkGOcUR3A8ja62XbK+fvZrtdFs5bxkMQG04O5q4LVlKX0hA5ya9H8GymTSLZye2K9KUbpM6KNNTep1thocW0edKzn+6vA/wAa6Sz020iA2W0efUjNZ1kRxW1CeKhRSPQUIrZF2NVUfKij0wMU85I5JqNCaeKvQdhNuR1pCox1p/amnpQNFWbB4bn6810mnRxxWEKxIFXaDgeprm5RzXTaec6fD/uCtsPbmZzYtaJiajL5GnXMvdY2I+uK85gHyjtnrXe+IeNBvMcfJ/UVwcXJA70sTuicKtGW0XnNWI+KgjqyowaxR0SJ0HFOJwKatOPTmrRmytOQAag0OLzvFFsduVQM59uP8SKluMYPtVjwmm7WrmQj7kPH4n/61aU17xjUeh2tcf8AETQl1nwxPIkYN1aAywt3/wBofQj+VdhUM8SzwSQyDKSKVYexGDXWcU480WmfNFvE27LDjrV0RjHBqLVdMu9G1+806SXd5LnaT3Xt+lTQMMYxUny9eLi2mWIVAPNSsecU1CBnFOVSaRyS3HjAGanX7oqErhPepx90UCEAy3Q08DtQvUU4daYgx0pDnPFO9c9KaenHagBhOD3qEHEv+NTHPPFRsCCDQIsIaVxTEORnipO1AFdgfw9Kejc+lK6d6iHBoAsCkZc9+KRTT880DICvPBxVrTxvvYFHPzA1AyGrOlqE1SFj61M/hZrQSdSKfc0dUnwZBiuG1WSN1ZDkD3rsdUk5bIOfT0rhtXZSxrx4b6n2XQ524XnHX0NU2c4IKn61alIznNV2YZ611RA3vBrka/AADggg16MgzIxx3rzjwdIP+EhgXuQRXpgXaW9cmuXEfEDIn+9TQBupWGTQo5rnJHsajP3TT26UztigBgpe1J0NKeeaYB2pOtDUgNACt0o70N0ooAWmHrTxTHHOaAHjpSZ5pV5FIRQAuRTh1pmakUZFDAcWwKr3YD27DuRUrArUbEFSDQtw6nj+vIYtTdSOprtPBLj+x4AD0Zq5vxZEBflgMc1teB5P+Je65+7L/OvSveCOvDv3j06xbIFbkB4rnbF8qtbkDjbSR3mlGalFVo26VOppgP7U0nilNMJoGiGXoa39Kbfp0R9Biufk6Gt3Rj/xLU+p/nWuH+JnPivgQ3xCP+JDef7n9RXBRHBzXeeIjjQLz/c/qK4KHrRid0Z4XZl1PvCrSLkiqsXWrcY5FYo6JE6jihjilXpTZOlaIyKdw3BrT8GqTLfyEcfIoP55rIu2AQ8Vv+DI8afcSZPzzEfkBWtNe8YVdjpqTFLRXSc5418WLNbLXrLU1X5Zk2ye+OP5VzKxgHI6Hoa9M+K2ni88Owy8fupgD9G4ryTTJ3a3Nu3MsB2nPdexqWfP5hTtUbNNTg46VOig96p5PXvUscxA5FI8qSLEnAxj8amj+6KgJLCpo3CjpmgkscAcU0dTTBLTgcmmIdzSY9qTnJpc9s0AMJ6ZFMf6VIQKYwB60CFjJ6cVIp6ioFznoKmQjPTmgBW+7zURFWMZqF1FADVYg1OCMVAMDipUbNAx/f0qfTxm/twP+egqE1d0ZBJqsIPQZNKWzN8LHmrRXmdBqthbXat5keG/vLXA6v4bV2Yxzn/gVeiXR+U4zXMah1NefZXP0FUotHnF14cuUziRTWZJpFwnXB/Gu6u/umsK66mqM5UYlLwvbSQeIrORiMb8H8q9RlUgEnqT0rgtBiB1W2b/AG69AvBg4965MR8Rz1YKJVxSDqaSlGK5zAGNNHFI2M0nFACNQDxSEUDimAr9KQdaGNC9aAB6B1obmhelADlGRQRQvSlxQAi0rjigDmnHkUAQ5qVDxULDANLEeetAE7ciq0vyg8VYIqCcfuic0IDzrxWN1wTUngyUK9zFn0am+JfmlIqh4dnNtq6En5XGw16MPgOii7M9e06b5AK3YH4HNchY3G0gV0NtchgKD0U7m7E3FW0OVFZcMoNaER4FFxk2eKaad2qMmi5SI5D8tbui/wDIOT6n+dYEh4re0T/kHL9W/nW1B6nLifgIvE7EeH7nB67R/wCPCuCizke1dt4ukKaGwH8Uig/z/pXEwH5vSjEfEThvhZoQDPSrqgiqsAzVrGO9Yo2kSq3HNRyNwSaaW2ioJJM5FaIyZWum+X6113heLy9CgOMGQs598n/DFcVKTI4jUEsxCge54r0iztxbWUMAAAjjC8fSt6S6nPVfQs0UUVuYnOeNoPO8LXwwDtUPz2wa8HvI/sF8l0qnyz8sgHcV9AeLc/8ACK6ltGSISa8XlhjurUqwyCM5pM8PNPdnGQkbJKFYYwe9TCJQOlYMbzabIY35jz8p9K1obtHHWpPHlHqiycD6+lNEgPemMytyeTTkdc49faggdz2qSMndzTNwp6MM0wJc80daPrS+9AmNPpj9aTHFOYA9vypnOOmKBCcZp68c02jvzQBOOaZIOfehD9cU8gEZoArsOTxQOOlPYcVF364oGWFOe9a/h9CdQZh/CpzWIjAcZrpPDsR23Fx8uMbeRUTdos78sp8+JijQun4bFc7ftkmtm5kwGrBvHyTXEj7+xh3Z4NYVyfmrbvOhrGkG6TFOxnI1tBiC3lsxH8YrsL1t0hwe5rlbbNr9mcDkODXTXLDeW9a5cStUcldalfnNL600HnrTulc5ykbdaAeaVqQetAA3ApByRQ3U0icmgAf71OUc5pHFCZxQA5iKaKcRTM4NACg80+oxyaeDxQAA4NP7cUzrSg0ARPnBpitz709gOcVDnBoQFxDuGKjlGAfSiJ+akkXchxQCPO/E0eJs+prnEcxurA8hgRXYeJIcg5HPauOiGZo0Pdx/OvQov3TWLsei2N2Xhjctk4GfyrXtr4hlGa5iy/cwgZPJxWhbMz3MceeSaVz0Kcro7/T5C6A1tRHisPTVKIoPpW1D0FO5sWs8VA5A5zU3aq0xwKCkNZgQa6HQ/wDkGp9T/OuZLDFdPof/ACC0+rfzrfD7nLivgRneMzjQx7zJ/WuMtuSOprtPGS7tEHtMp/nXHWi9zwD0or/EThvhNW3XPrxU7jA96giOBwKmJIXJPaszWRUmkK55qi0rFjnNWLhiMknioWAZaETYtaDbG81yBTkrGTK2O2On64r0X0rkPB0I868n7gKg+h5rr/SuymvdOKq7yFooorQzM3XIjPol7EoBZoHAB+leAaXqKS4hJw6jGD7V9GyKGQhhkEYIr5t8QaUdP1i6a0BVY53Ax6ZpM8nM4ppNmtNBHMhDqGBrLk06WBt0BJX0NXNMv0u4VVjtkHUVexjtUngSvB2MeJ5QcP1q8gLDmpZLdZBniovKeI5FAr3JdnGeachOaarnODTxyaBE/JNA6UL0oxzTExSPWmH8akPSozyetBInP40AHvS8ehoHtQMUEj1qXPFQ5/Knr7UALjnpTGTJzUn1oOMUAQbsNXV6QPJ0feDy/JzXLbC8gVeCxArrrkfZtNijJAKqBgVjXdon0GQ0eaq59jNuJ/vA1kXMvWpruY7iazZZtwNcqPsCndtkGs6KIvcAepq5cNkUy0TNyvHeqIaOhtbQPNFu+7HzWjKdzE+9MhURxqB35NDtlq4a0uaR59aXNIbgegppPBzS5x+NNJ9ayMBhIOBRnnFLgZpMc0ABpF604800Dn3oAV6I+RQw7UsVADm+7UVTkcVAwNMBAeakBFRDinjrxQA7ilFM5zThxSAQgHtULYqc5PSomU4ppgIh5q0jjGKo8q1Tq2Rx1oYjH8SWPmwF19K85C7NQi3DAEi5/OvXLlVmt2Rhk4rzbW7L7PeMyjvuH4c100JaWNYs37kbJAo4x/WtrQLbz5ROw+761khGupIwBneFYn8BXaaZZiGJFAxVLc7qEXubdqmMVqxDjpVK1jIAyOa0EGDWiR1sfuAXFUrl8HGalmlC59qzsvPIWA4FO4Ik3V2OkqF0yADuua45l2jmuz0z/kG2/wD1zFb4fdnJi/hRkeMVc6Ou0jaJlLfTB/rXHwHkV3fiWEzaBc7RllUOPbBBP6Zrg4Fyc0V17xOGfu2NSJ8IOhNPLEoR2qCLoMVYxxWJvIzbokLikQEwhqnuF3DgVXjJClD2qkZ3Om8GkeVejuHX+R/+vXV1yXhF9lxdxEj5lV/1P+NdZ2rrp/CjiqfExaKKK0IGHvXietwE6zfxuvPntwa9tOK8i8UxeX4mvQf4nDfgR/8AWpM8nNl+6T8zjJ9OeGUyQHa3XArTsrj7RFhhh165p8vYg5qvKjRSiePjjDCpPA5uZWZdwQaGXIpInWRARTxTM9io+UOT0oEnerLoGGCKi8gZzjpQO5JHIrZ9ak59OKreUUOVFTrkgGgB5GQKYcU4/wBaQ0CG/Q0DNLjjrml78daBjMGpFPSkIH40YAPOaAJKQ/dpOKdxjmgRc0W1a41OMgAqh3MDWprc2H2Z+6MGptBh8ixaZh80nOaztW+YMc8muKtK8rH3OS4Z0qCk+uphzvvVjms4Puzz0qTz9sjIx61nCXZMy54rM9cfK4zzVjTgJLpEHUtWbPJngGtXw5HuvS552LmiTsrmdSVo3OnZQD16CoX5bjNSFuB7io93rXnnlsToOmKD70m7dQ3OBQSN5zkUEHrSjI4pA24n2oADwKao5ziloGc9aAFxzmnIMGkwaUDng0APNRNUhPFMNMCLFOHFBHpTeQaAHHrS9TTacvWgB4HFIRkU8CmnrUgQMvOaReKkYZqNgB3qhEdzIUQnPauR1dknbBA3DgH1rob+chCPasOxtW1LUQSP3cZ/OtqSadzalFylY6LQLDdFHJKPmCAY9hXaWsICjj6Vm2Fp5UY4x0FbcAx0FbpansJKKsWoY6lY4zSA4HFNdsLk1bBO5UuH4I9amtogkIz1qDb5swz0FXiAqfSpGU5v04rtLSMxWUUfdUA/SuStoftWowQ/wl8n6Cu07fhXXh42TZw4yWqiRXEImtpIW6OhQ/iMV5jbho3KHqpKke44r1SvL7kFdXvFIxid/wCZp11omZ4Z2bRcjbn+VT8MM9RVaJgSMVaTOMdfSuc62RSLleKpSLhq0pFyNtU5k65H400Zsv8AhiYx64qEj95Gy/lg/wBK7kdK8+0Nlj120ZjgElfqSCP616COldVL4TjqfELRRRWpmROwRWZiAoGST2rxW91ddb1S+vFA2mZkX/dXgV6T431F9P8ADs/lHE1wRChz0z1P5V43pWILi5t+wIYfyNJnjZrUulTNFhuB4pmzKkGpgfWlC55pHgFOImF9variuGXIqKSEnmo0byzgmkBazzTgB6UwHgUu6mAvU4HFJgj6UZpvJNADqCMCgE+mKU/n/SmAzFAz+FOIx70mPekIQnPBNOUcU3oKVT6UAOP1qWGNpZo416s2KhJNaehRebqAJ/gGR9aTdkdGFp+1rRh3OhIEECxL0AxWFqZBQ1t3W5c+1YN/yhrzm7s/SKcVGCijkbv5HJ96z3O591a18gJPFZEgK5FNAyGRic10HhYZW6k9ABXOMa6bwqM2119RUVn7hzV/gZvkfJiomHFStURNcJwdBuKUd6buOaCSBxTJBmGKMbcYpUCgEnqaTHGaAAmilNJQAucigHHNNxiloAdnNI3Wk604igBnSmFhmpGxjio8c0wFB5py9aaRSq2KAJ1prDvSq3Aofp0qQIu9V5zhTUpYqapXsu2M4IqkrgY2ozF22KTubgCt/wAO6atvGCw+Y8nNZGmWv2q7MrcgHiu0s4QoC45rqirI9PC0+VczNGBOB6VoRDCjiqsKjgVfVdqitUjqew7GTUc3Q1LnaBmqszZOKbJiJCvO4VK0nBz1pm4IuOhqrJKxkCICztgKPrSSvoVeyub/AIct98k1y3b5F/rXR9qqWFqLOzjhHUD5j6nvVvtXoQjyxseTVlzSbDvXAeKLYWuumVek6B8eh6H+Wa9ArkvGsBMFtcKPuOUJ9MilVV4hRdpHPQuAfb1q9G3IOetZkLdPU1djOOfWuJHobot479c9qhmUEe9TJyOSR/WkdTVEGdveCdJk4aMhx+HP8xXo0FwlzbxzRkFXUEfjXns6ZUiuj8J33mWklk5+eA5X3U//AF/5it6Uuhy1o9TphyKKB0oroMDz34qz/ZtHspWz5YuQHPpkda88ijCXPnKcgrjI7ivWPiJbJdeC75Gj34AZfY5614Xo+plH+wzn54iQhP8AEvp9RUs8PMad53R1YI55p3HY1XXLoCG4I9KiLtEw3AkUjxLF0iopIu4FNjnBBzipMqw5/nQA1CcYxT8nvge9R4GeKU5pgP6jjj3oxxxSBhj3o/D9aBC9RQPekBAoyScZ6e1ADs5o5703dz0pQSeM4oGFOAHXOKTHPalGPWgQHgZ5roPDkYVJ5SOpwDXP5IHWuo0L/kH9OSxrOr8LPXyWCniV5Fq7bg+9Yl4oIPFa12TnFZV3nBrhZ93c5q9Xlqw5/vGugvQQGrAuT8xpohlMj5q6Xwq21bhCeozXODr0z2rovDkD7pZR9wDbn1qavwnPX+E33OTkdzUZ61JzgH2phwT0rh6nm9Ru0GmEEdOlK2R0pFY5oAXtigHPHpSt9KYvXNMCYAbaTGTRntSgUgGstNwKewqPoaAHrSEkmkyTThwKYDSDTcc1IelM7UAJxSZ5pC1GaALCHIpWzUUbYqRjkdakCtOcVi6jP/CDya1LxgqE7sHtWTaQG81BT1VTz6VtTRrShzySNzRLLyrcZ6nnpXRwLtIqrawiNdoHGKvxL8w4rpR7KVlYuwryCatKPyqGIcYqbdtXmrIbEkPWqpbLVJK2FqIEKCx+tDBDJpNoPPNX/DNkbm6a+kHyR/KgPdqyhG95dRwxfedsD+prvrS1Szto4IxhUGPrW9GF9Wc2Jq2jyosUtFHaus4ArK160+2aNdRAAuE3r9RzWoKay5BBGQRg0mroa0Z5RAx28nn1rQhYEd/pVbVbM6dq89sD8oOUz6HmnRPt6fjXntWdj0oO6uakX3RnA+tSNgjPSq0RDAZHXtVjg8ZBpoTK0y5Unt6VBp18dN1aG4z8mdsn+6ev5dauunykgVkXceCc/hVRdnczkro9SBBUEcinVh+GL43uixbj88X7pufTv+WK2xXandXOJqxh+LUV/C+oKenlE185avYGC8E8YIIOeK+mdYjWXSbtH27TE33unSvBbuASEhucjINJnh5nJwnFoh0jVCyCKbqehrWdQwIb5h2rFhs4mt1aMnevf3rYhbfArMcnHNB41S26KskXlEEH5aes4x1qwVDDB5qB4MHKjikRcVZvan+Z3qNU4p4jB60ASBs81IGHAyBmoljGO4p/l4piJBycGl4qMLg5604E0DDAz1pR1x3pN3pQTk8CgBcc0uBn0ppz1zS7jjk0CF+ldbpabNOhwQDjNckDzXYWS7bWJWHKqBWNZ+6fQcPxvXk/IS4OTz1rNuACDWlMGLHI4qhOM1xH2XQ5vUAAGrm7n71dNqfRq5i4PzmqSM5EKDkn8q7TToBaabDFjBPzN+NcpYRfaLyGL1bNdpIPQe2KxrvocWIl0FJ96QsAKZz3HNIeOK5TkYmSevSkLYNO9qRgM4oEJvzTEb5sU8gDoKYDhulMCbgtTlIBpm70HFKp56UASNyKruTnrU5GRUD8UkAIaeGyDUIGKeppgSdRSYpRQaAI2WmHIqc9KhbrQAqH8KlJwvNV92KJHIXrQBQ1KbAPbFXdBtCsO88lueRWRcD7TdRxA/ePSuusIPKhVR2FdFNaHfhIdS9Go455q3Gh4NQxrjtVtBgVsjuJ4uByKe7ArUaHgE96ZK3YVZDGsSzYNQ3EgUY/yaVn2qSaitreXULtIEGSxyT6DvQldibsrs6DwtYnD3sijJ4Q+1dPUNvbpa26QxgBVGAKnrvhHlVjy5y5ncKO1FHaqJCiiigDkPGenb4Yb9EyYztkPt2NcvDzXp1zbJdW0sEnKSKVNeYzQSWV3JaSKQ8bEfX3/GuWtGzudeHlfQu27knj86uK2TwOe9Z0bELxxmrtueMHtWB0MnGMDv71nXydTWj1AHpVa7XOfcVRLRc8ETmO7vLQ/wASiQD36H+ldvXmugXH2TxNbEnCyExN+I4/UV6VXVSfunDUVpHG/EvUXsfB11FC224usQx/j1P5V5TaSG90qKQn96o2vj1Fd18VLkG40yzz/fkPPtiuA0c+VJcW56Btw/GtGfOZnPmnbsZszXWmStLEDLbk5ZO6mtPTdVt7obVcc9QauzWwY5x25FYN5oG5zNZyGKXrx3NSecpRmuWWjOnyMZXBx6Uw88Ma5e11m901xFfxkr03AV0dtdW97GHicEGgznScfQHynI5oWdOmCDUpUqMjBFRNGreqmmQPEoPpUgcEYyKptEV5/WlDds/pQBc3A9SKOPWqu4jvS7z6mgZPkdqC/SoNx705WYnigRLvHpRuB9qYFc9qdt9aAHKRvXB7jiu0iY+Wp9hXHRjDr9RXYxj5Oawr7I+m4dXvSZHI5NVJRx9atOMtUEwwtciPrHojl9W4DVy05+eum1cn5ua5eU7pMVaMZGp4ej8zUQ5/gUmuoLZGcYrC8Nx4+0NjsBW4Bx16cVx1n7x59Z3Y3Oe9JgntQVHrzSjOOTWJgI2FGaYAep707ljincnj0oAiOc0AEGnsMmkNMBwPFGe9MzzQOM80MCcHAqKReakVsqKZJSAgHBp68009eKcuaYE2OKTvSjpSGkAuKjkUGpFPrSPg9qAKrYAqjdXO1T82M1auX8tTXPXdwXm2IMuTgVrCN2UldpGpoUJub15yNyjgGu2t48Ace1ZOgacbW2QMACRk1vouFOBXQkexRjyxHRqScVP0GMU2IYH1qU9OKtIpsTdhee1QO/Xmnu+1ecVRmmA57dCBVWEmOLPLII0yzMdoX1NdloukjToC74M8gyx9PYVQ8N6TsQX1wv7xh+7U/wAIrp666ULK7ODEVeZ2WwuKKKK2OYKO1FHagAooooASuP8AGGmk7NRiGCvyS/Tsa7AVBdW6XdtJbyjKSKVNTJcysVCXK7nmkLbsc5NXIQA5JOTVO7s5dM1CS1lB+Q5U/wB5exqe3bcAe+K4WrOx6Cd1cvg8e/Sop/njLA8rxj1NJESepGMVLhdp44NCG0Ydw7W08c46xur/AJHNerRuJIlcHhgDXmF7CJI5V6dq7fw1fC+0G3cn95GPKcf7S8V0UXujjrq2p5d8RZmm8X5BysYWMe3HNYkUaxSmToWFT+I5zdajczk/M1yWP51QDk5PTFbM+MxM+ebfmbCnIzmkPPaqtnOHBUk5FWsYbg0HG9CCe2hmTZIgYe9Y8+kzWT+fp7kY6xHoa38DJNJtPQ0FRqOJQsNVSdQko2SDgg+taRCsuetZ1zpyTEunyyDoaZBcywny5gTjoRSB2exo+UOCP1pChP8ACD9KkVwygjvSlwBTIsQeVk/dNOEY6bKUz44AqM3WP4TQMl8sjsBS+WaqtenH3T+VN+2t6H8qYWLwHHNGB36VR+1nvmlW8QHlj+NAWLsbZmRQCcsP512cKsF5rjbG4ikvIVyDlhXZqxEWfSuauz6vhyOk2RSA7jiql03yfSpmmLH0qrcElW+lcqPp2crqhyXJPWub+9OcdjXQaw2EasrSLSS9v1iRdzO4AHrWkV1MKjsjptEtzDp5cjlzVkkgkVea3W1/0ZTxHx+NU5l2k159R3mzzKjuyLnNBJFIz4I+lKfmxUkD1O1fc07kAEDnvUYBU9eKUk+vWgAekzS5LfhQeD0pARkEmjJz0pxNM3ZNMCRDnpSvzTFOOgpxJxnFJgQNnNG5lIGac3NNJpgTbs4waC1QbscigS/Ng0AWOSKUnC01DkcVHNLtjJ7iklqBnalOEQnAqDw7phvrw3MykRIfl9zUSwyavqC20edu75m9BXdWdrDZ26QxjCqP1rqpqyO/DUb+8yzEgC9MZFWFGABTEwcAdKn2ZrVHeyQdOKa77etJuMa8kE1VnlbrmrIGTSZzmnaZbreajDAwOxm5/DmqE0w27ycAda1vBsi3mrMccRqWX9BTjbmSMK9RRVkegKu1QAOBTqKK9A84KKKKACjtRR2oAKKKKACkpaKAOd8UaV9vs/tEKg3Fvkgf3l7iuLilLBQh69TXqhHXgc1594g0z+y78zRr/o07ZA/ut3Fc9aH2kdNCf2WRqc8djU2SeF6D1qhG525Bz71bilO0LkfN1rnR1shnVWORkZzmtLwbciG+u7J2ysgEsf16H+lUXXMIHPcVzevK6C1njlaNllAO1iM8EY/lWlOVpHJiny02+xkeKLSW01PUIF5aCUsR32k5BqvZBJlBxnjmmamt3I66gJZJLpCokOSxZfx61dtxFuZUQpIRkjHH4V1Hw1aSk3KOzK0ieRcbkJweoAq6GyobJ/KoLjPTocdDUcMp6Z6UjB6l0HNOxVfzGK5HrT1lb0piJcHHSoZYg6ZA5qUOTml5akBDbMQCDUxXn2qFBskJNT7hkCmA0xjBPagRrzwMU8+2KQ5OM0ARlFBxgUnkqak74pePagLlc26HrTDZQseVFWsCjA9KAuxunWFuuoQMF5DZ612glBTA5rl9OXN4uOwJroEBC5AOK5sQfX8PL91J+YSxsCGUg81TumOw8Yq7lgeaqXYLLyelcyPo2cXrsvLKOtdR8OtL8uK61aZcpbodhI6se9cpqSNc6gkCZLO20Aepr1me0j8P+DLawUHc4AYDuT1zW6XLFtnFiJ20OZbJkbOMkkmo5I9xwuM1NujK/wCqf04pF8vJwGB968nfU4GZs0OT9KaBgDmtVo42U8/mKqyW6npIBRcRXQhgcmnBQ3Q0GERnDSj8KVNoz89MAKY6UvOMU9XXONwp52H+IUgKrrjFRsMc1bKp/eFRNFGx+8BTAgHHWnduKUxdgy/nQIzj7y/nQBG2cVHyRVjyW6cUnkkdqLgVxxnJqCVzGw4q41t1JBqKSHemCvIpoBI7gKM5xWfqF/ldkfJY8ADrUdxJJACMH8qv+FtLN1cPqFwh2RnEQI6mtYQvqbUabnI1/DWnLZ2Jd8+fKPmyO1bUUe44A/OpI42weQW9B2qwkYUgDrW6R60VyoVUwmMUpKqMd6VmCLyaidsirCzZHLIOTWfNLuOM8DvUl3KBhQRzWRcSmc+VEflB5PrSlLlVzOpJQVx9wTMNo+5/Oup8BWxS5uJOwQD8/wD9Vc8kYMAGMmuw8EKBDdnHO5R/Os8PLmqpnmSlzO511FFFeuSFFFFABR2oo7UAFFfP/wDw01/1KP8A5Uv/ALVWFffHOC+1tNUm8KLLLGI1iSa/LLDtJLFAIxhmyOefujigD6N1PVbLRrUXV/M0cRcINsbOWY9AFUEk8dhVVvFGkLpqag9xKkEjmNA9tIsjsOwjK7z+ArwC8+P82qPB9v8ADqlLa4FxALa9MTAhWUbiUbJwx5GOcVXm+OInubKR9CumS0iljQnVWMvzgAnzPLyDgdaAPpCbV7G3t4LiW5SOO4ZUh35UuzHAAB5z7YrG1fXNFvmn0iaS68/fsytjOyq/b5gm38c14ncfH9Z47InwqjXFpKjLPLe72Khskf6vgkcFv0qa7/aHe71K0uH8NEW9tufyBqH35CMKxPl9FBbAx1IOeKTVwWmp2MV3H9rubRWZntmMczCNtisDyN+NufbNSWms2d1A9yrTNbIN3mi2k2keqnb83/Ac15cPjLsWwSPQmWK3Mxnj+2/LceYH3EjZwd0m7PPQVJb/ABoFu07/ANgyvJLGsQ3aixWNFxhUUphRwM45PHNYex1OpV9NT1+01G21BpBElzkDJ8y0liH5uoFZPiTT57jTZkgGZQA0ZHTcOQP6fjXnNn8b5rdLkzaNJPLcSl3Zr44CjhEAKHAA/Mknipj8dAVIPhoE5HJvv0/1fSp9lK+gpVIyi02bGnX8OoW5uIGKSKds0fRo37giryykjDV5Zqnj+S91Jry10/7ERkxLHP8AdJ6knaNxPvVq3+J06xBbnTElcdHSbZ+Y2n9MV08um58tiMsqczdPVHpLKrjDD6Gq72xXlRurhF+KOM/8Sf6f6T0/8cpf+Fp8f8gb/wAmv/sKNjm/s3Ffyfiv8zt1Vlzk8U0o/Y1xLfFBWOTooz/18/8A2FMPxO440fH/AG8//YUWD+zsV/L+K/zO1YyR9zT479QcNwR61wx+Jmf+YR/5M/8A2FRP8RY5OujDP/Xx/wDY0WBZdif5fxX+Z6AblXOQRThcYx6V5x/wn6A5GlY9vtH/ANjXcWBa9sLa7CbPPiWTaTnG4A4z+NIxr4WpRSdRWv6Gqt1GeC2Kes8T8eYufc1TFsCfmAP0qZbWHPKfjQc10WcDqDmjFQCMxnKEn2qQMSRkYoESY460nQ9KVTQTzxQMu6Uha8/4DXVtGEixXOaGmZ3YjoK6WQ5ToD9a5a+59tkMeXD3M+QYkxVW8YJAxPQDNW502sDkDNZmrPssJD1Pp61ildnst6FbwNo/9r+KXvJVzBa/N7Fu1dZ4tu1OoiKdvLjjXILcA1q+CtG/sfQIlkUC4n/ey/U1m/EaAXWkQ22wZd+XJxtFdbo+0jyXseZVnd3OTfUbJT8t7Cx9FfmlTUbOb7l5Cx9mFcZBBZLdXdzbRgpbrsQ4xubpVeXQLSFVYygTMAzheME1P9lX2ZzymjvxcgHho2X2NThEYbhhs+leOahY3VpK32a7lKjr8x61nNqWs2o+W+uE9txrKeVyWzBNM9mnyXPy9PUUxXwD8uPwryCHxFqTKd9/MT6lqG1/VDwt9Nj1DVP9nT7lHsS7CMn+VBYD/wDVXi7a9rKsNuoS/nSnxBrTjBv5OKn+zZ9xHsgbJ6A0pAI5SvGR4h15Rhb6Q0q+JvEA/wCX2T8qTy6p3Gewso7Dim7VxnHP1ryeDxNr/mAG8Y5PcVv2N74qutOS7jKMjsQGYelCy6qJux3WY8Zx+tKCp7n8K4HU9e8R6PbRzXCQSI5wABVCP4g6kqAyWMZX+8MiplgKq6AtT00nC/eNVribYvDkVwkfxIcjD2I/Bs1saLqV14nnWG2t2QHksegFZPCzjuXCDk9DYs7CfWL7ywxEKnLN6iu6htY4IUhjG1I+AAKj0+xjsLNYUAyPvEdzV+NGYjmtYxsepRpKERIowg9qeQACakKg9O1RSycgAcVpY13IJQSOKqyTEJyMds1fOApJ6DvXF+JNdNvvht2U3RUiNe2fWqjBydkKpNQV2Wp5nllMUZO5urelWbe3SIKB1715yl5rr2PnafdkXb/OCwzuA+8v1HWrtjrfjmG3M0umwXkajOU6/pRVwVV6nlVKvMz0Ep9DWv4d1JdNvmjmO2KbjP8AdNebWvj9mk8q90W5hfoQvr9K3R4isJYY3JdN4JAdcYx/+uueNCrSlzWM00ezqwZQykEEcEU+sfw7HPHpEXnuCG+ZB6KegrYr1INtXYwoooqwCjtRR2oA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK920CLPhzS2z/y6Rd/9gV4TXrWh+MdIh0WxtpZZVkht442BjJGQoB6UmeXmtKdSEeVX1OvEYHY0bQB3rLi8RaXcf6u5Jz/ANM2H9Kufb7YKD5vHX7p/wAKR886U09UWQFpDjOMVB9rgUAmUY9cH/Ck+22+f9aPyP8AhQHJLsWVUe9JtGTVJtWsYxlrgY/3G/wqnL4p0iHObpuPSJv8KCo0Zy2R2+gRjy5H/wBrBrcflNw6elcx4X1nTbvTFmhnJVmPVGB/lW5/aNkck3IP/AG/wrjq35j7vK4ezw8YsbcrvIIGDjmk03TTqur28LD9zERLJ+HQVHfX9o0Z2TgEDP3W/wAK1/CWoWEcNxM1wNzNj7jf4U6S946q8rROzUBRgDAHArgvinO1tosEiAlixXIrsP7Z08D/AI+P/HG/wrz34qapbXFhpkUE+d0/zfKRx+Irvh8R5b2PP9OtFMVtapk8+dLnj8Khup5JbqabgKpxjHWpLjU7aG3lkDHErbcjOQB+FUrvUoZyJAQOgxg16MLHPNERYk4ZATnmq8yxOXUxhg/T2pWuIcFi/wAxPPBpTPAFyGHA9DVOzFqjKuNGQ5aPoegqlJYSRDaV6+ldNFdWxZVZuMehpkz2/wA21hkexqHBFqTOSYG3kAccVchiSZSY8A471Z1G3hkG5HAPfg1kRTG3l65waytY0vcvBADjABHWnxuikb1BGactxFMM4Ab6UwzIBg4P4VaEzViurOKF3kjByML9a7NSmm2CKOFhgUAdgx5rzMyxrJGuco0q5BHuK07vXmme4haU7WkyOD0FHNqS0b/i11uNL01yQQv38VgZspIVAGULANnoPpTft32tBaMSWdgEHavQvDfg3SrSOG41W4WefqsKq2z6nisa1WMDWjScjm9L8Gf29KXtrLybXdgzNwMe1enaLoNpolmtvbR4XHLkcsauLqWnhQkU6LGBwojYY/Sn/wBpWIA/fj/vlv8ACvJrVpVHqepSoxgTBO9TR5HWqqajYHrOP++G/wAKV9Tsgf8Aj4H/AHw3+FZWN3JFqRsJxUSgvxjg1AdUscY+0D/vhv8ACozrWnxE75+FXdkI3+FNJi5kkY/i7X00exEKsPtMw+VK8+tGCXpurg+ZITnJGQtQaxrUWv61cXjsQA5WIEHgCp7DUbQk+acY+UYBr2cLQjCN2eRiazm7GoLQ2t6VQApc/vom7A9xWzpOnQRwTGz1Dy7hgXELNggjqPes+0ENxbywC5G4fvbdip+Vhzjp3rN1C4tbyyWZZCkseWBUEEEfe5rdpJnMm7G0bm7gvVupbdWkQ8nAwa076103U7Z9RjVUAAV1H8DnIP4HArmbXV4JdBD3ErNIhO1sHOPSo7bVYLWOeISkxXceHGDwex6euKc4KUBJ6ntXgXUv7Q8L2wZsy24MMg9CvFdPXG+Expel2Pnpdk/bFWUpsbAbHPaui/tvT/8An4/8cb/CvNSsdJoUVn/23p//AD8f+ON/hR/ben/8/H/jjf4UwNCjtWf/AG3p/wDz8f8Ajjf4Uf23p/8Az8f+ON/hQB//2Q==", "path": "002952.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002953
Men Tshirts
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", "path": "002953.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002954
Men Tshirts
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", "path": "002954.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002955
Men Tshirts
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", "path": "002955.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002956
Men Tshirts
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", "path": "002956.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002957
Men Tshirts
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", "path": "002957.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002958
Men Tshirts
{ "bytes": 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", "path": "002958.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002959
Men Tshirts
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", "path": "002959.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002960
Men Tshirts
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", "path": "002960.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002961
Men Tshirts
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", "path": "002961.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002962
Men Tshirts
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", "path": "002962.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002963
Men Tshirts
{ "bytes": 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", "path": "002963.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002964
Men Tshirts
{ "bytes": 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", "path": "002964.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002965
Men Tshirts
{ "bytes": 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", "path": "002965.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002966
Men Tshirts
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", "path": "002966.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002967
Men Tshirts
{ "bytes": 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", "path": "002967.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002968
Men Tshirts
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", "path": "002968.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002969
Men Tshirts
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", "path": "002969.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002970
Men Tshirts
{ "bytes": 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", "path": "002970.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002971
Men Tshirts
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", "path": "002971.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002972
Men Tshirts
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", "path": "002972.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002973
Men Tshirts
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", "path": "002973.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002974
Men Tshirts
{ "bytes": 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", "path": "002974.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002975
Men Tshirts
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", "path": "002975.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002976
Men Tshirts
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"path": "002976.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002977
Men Tshirts
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", "path": "002977.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002978
Men Tshirts
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CzO2AK8U8S3r6p4imuGOY1XZGPQCvRfF96lpauZXwSSI0/vN/hXkuoySR2csyYMg55+vNepl2Hu3VlsjjxdWyUEQjmlA4rOivpio3RKT/ALJqcXU3AW3PJ6lq9dSizhJxgSYBIYcgitzR/Emq6NLvsr2SH1XqjfVelc8GkN1hlCleDg9aupinyKasxN2PXNE+KlvNti1i28hunnxcqfqO1d9ZahaajAJrO4jnjP8AEjZ/P0r5pDY46/Wr+m6nd6XcrcWU7wyD+6cZ+tctXAResNBqp3PpCiuB8M/EWG+eO01VVhmYhVmX7rH39PrXfV5lSnKm7SRqmnsFFFFQMKKKKACiiqt/qFvptsZ7h9qjgAdWPoKBSkoq72LVZuo69p+lgieYNJ/zyTlv/rfjXAaz4hu9TumPmPFB0WJXOB9fU1jM5Y+tS5Hj181Suqa+Z0WseMr2/VoLUfZYTwdpy7fj2/CucC4+Y0Bcnmlapep5FWvUqvmm7jMbj9aNmJEJHQ4/Q05TzSunmR43snOcqcGkZIinMcKmSRlRB1ZjgVk3klzfO9vEjRQr1Z1x5p9B7fzrU/s+3Lh3UyOOjSEuR+dOeDjjkr09xQaRko6rcwo73U4rxFRWCg5ChcbAK9O8Nanb6zbFHAS8jHzp03D+8P61yMRDIVP5U2J5bC8jvLRtkkZyPQ+1TKKkjvweYOhUulo9z0O4WO3VncgKgyT6CvL/ABDf3PiHUjCjMlip5GfvAdvp/Oul8QeIF1CxtobUEPOMup/hx1B9h/hWKkSx8KOB3PeppwtqzrzTMfaNQpPRfn/wCvHpdmEybaEtjGSgzj609NMswMGBCB65P86tAZ7CnitDwueXcjit4YOIokTP9xQKkJyBg0UdzQJu+4i/ezT29aQdc0P92gCQDikP3TTuPLFNP3aYCjp7VKp5qIcAU9TQMtQTNFMksbYkQhlPuK9N0+8S/sYrlP4xyPQ9xXlinBz0rq/CGobZ5LJ24k+dP94dR+I/lVJnp5ZX5KnI9n+Z2NFFFUfQhRRRQAUUUUAFFFFABRRRQAUUVQ1rUl0nSLm9bGY1+UHux4H600m3ZA3Y4X4g+K54bp9GspPLUIDO6nkk/wAP0rzf73JqbUbh7q9FxIxZ3J3k9Scmq+7Ar6HD0VSgkjjlLmdxxpppd2aQ9K6SRO1JS0UAhjKePnf6A4AqFrWBzuaJWb1YZP61YNJila4yE28RAHlrx04qvc2pkIdJDHIvR+v4GrtIeaTimrDTaOp8G+L5Lbbpd8xULxEzHO3/AGSe49D+Fep2uoRfZmkkcJGqlnY9AB1NfPFwhC7gcNFyD7VtP4uuW8NNazMdhIDPnl167fzrxsVgOaopQ2e530MTaDjLdbE3ijXhqupzXkh2W4O2FD2Xt+J61xt1dvdnaPljzwo/rSSPPfMsjqQMdM9KsRWRGMmu5R91QhsjlervIht48HNXAnIPvUiQBak2VrGFiW7kNwm24jk7N8pp6g5I7ipZU8yIqevaosMYw45K9fpViuOBBGR261IBUOdrBv4T1qRWwdhPIpgShivIPIOa9T+HvjB7phpF/JlsfuHb/wBB/wAK8qJwB7nFS2tzJaXaTRMQ6MCCPaubEUlUjZlRk0z6XorM0DVU1nRbe8Ujcy4cejDrWnXhSTi7M6AooopAIzBFLMcKBkk9hXl+t6s+q6i8uT5SnbEvov8Aietdp4tvvseiOinD3DeWPp1P6fzrzbdUyZ4maV3dUl6saw3FqbjjNP43g+vFA7j1qTxRq9aH6mhR81ITQIQCn9qaKcelADu1B6UzNKMgcUDG7Ru3Ac0kgKHrhT39KdzRJH5oEe7GVPP5UBoyC3Cu5lwdzDAB/hXsP61LikhjaPhiGwMAgY4p3FIcrX0FHSnAenamgGnd6ZID6Ud6UCgDmgAHWg8jFAHelFADUb9wAeqnBp5I+UZ6jNQyKVY4/jXj6ikjbdt9NtBRYHr2p2aZnPH40oNAiVTVmzuHtLqK4jPzxsGFVAeOtSKfWgqDcXdHrEEyXEEcyHKSKGH41JWB4SvPtGlNAx+aB8D/AHTyP61v1Z9fRqe0pqfcKKKKZoFFFFABRRRQAUUUUAFcF8Tb8xWFrZqcb2MjfQcD+td7XkvxOmLa6kZ+6kKgfjk11YKPNWRnVdonCMxbNNY8j3oJ5pp5avfRykgNOzxTBxigkmqAXNLQBRQAhooNFAxKbilNFAFa4JPAGSay513zJAg/dx8AZ49617jhVPqcVXs7ZSGc8lmJzWE48zsWnYLePA5FWQvGKFTaSKUdatKwriYxS4p3WgjinYBlIMK+R3604ikoAqyqUyv8J5FBfcscgPPRvwqaQBlwevaqIYhZYxxyCP5Gs5Ow0i+7ALERxk5/Okz85x61AZN4h/3z+lTLzzUt3HY9V+FOpl1u9Pc9hIv4cH+demV4d8Obr7P4stkzgS7kP4ivca8fFxtUv3NobBRRRXKWcD43u/O1SK1U/LBHkj/abn+WK5bp1q7q919s1a6nJyHkbH0zgVR74rNnyeKqe0rSkNP3SO45p7HABGPWmNwQ3pwfpSMcRsO65FBzCg/OfbNHU01Dku3q2B+FSBaBCYFKT0opQM0AJ3opeBQe1AAOBk0iH94RnPyH+YpWwOOKSMHz8/7Df0oGh45fFNZQCeKeBg56U3gll7qf0oAQCl5o70CgQAe9OwM0n1pe3FAw6GlwCfam5FOzzQAyQZUxk4PVW9DVITgSFTxyePTv/jWhIokT3rCv0k+1xSr0Y7JPoASD/SguKvoaySZGfXk1ID6de9UYJMqD+Q9TVtDxk5I/maCScHjmnrioQc81KOlAHT+Drjy9UeAniWM4HuOf8a7mvLdMujZajb3BPCSAn6d/0r1IEEAg5B6GqR9FldTmouPZhRRRVHpBRRRQAUUUUAFFFFABXjXxFlEniOYjkDCfiBivZRycV4V4on+1X13Kev2mU/k5Fd+XL9435GVZ+6c23HSoTMF2v2Bw1THmqV1+7fB+5JwfY17EnY50W48vM7Z4HAFT8D61UtZgtq0j4G3g/hVhTlQTwSKqLugZJSUgpaoSENIadTD1oGBopDRmgRHOoYL7MKWP5UAAPFKw3cH2pRxxnNQ9yhDy2cEfWinEUmKYBS0UUAIRTDxTiaidqljI5TmqDPicSZ6Aq31q27ZNZ7/8fM6E8ZXPtxzWFRlpFm3z8gPVF/U81cUmqdsdxLHvzVxelEdgZs+GbkWviGymJwFlUn86+iQQRkdDyK+aLBtl7ExOPmHNfRGiXP2zQrGfu0K5+oGD+orzsctmaU30L9VtRn+zabdT/wDPOJmH5VZrG8VSmLw5dkHG4Kn5kV546suWnKXZHmBY5yabmlPPf6GmZ9vqKzPj3uDHjnoeDUbSfuSx64Kt9RTmIHPUHrjuKoXcpjilGchlyD6+jf0P4UwiruxpxD5R9KkxUCOM1LmgljjSUDmg0CE6jrS0CgmgBMZ9qfGMMOT0PSm04ZyKAFIHp19Tmm4AlyMdMHFOYd6YhyzD0oGONGKOtKM+goACMikFL9aMY70AJ3pelHcUh9qBg7DGKxNVkyVi3bWZxz6jvWs5PQcVjauB5SO4+aNwVPrz0oKh8RegXCD6duwq2gzg4x6D0qpaAMgYkYq4HQ8KC3+7/jQSyRfapAeKi3NjoEH50oUEZJ3e7GgCUSqOmW+nP/1q9P0GY3GhWcjHLeWFP1HH9K81htp5wPLidx6gcfnXf+FI5IdIMcjDKyn5c52g4ojJXsezllOrGTk4vla3NyiiitD2wooooAKKKKACiiigAHBFfP18xdJSTktLNnPrvzX0DXhfiXT/AOzNRubUMGCTOQR6E5H869HLmuZoxr7I5puG9qhuYxLAynjI6+lWDzVe4YKmO5r1ZbGKMx5z9gmjYDzFYFx6+/41qLdLJFEyctIOB6Vg3rKS3GTjBA/iFamkulw7PGpEQG1OOgHasKc3z8pcloX1JHBJJp4NMfg0gauu5kSZNJ2pu6jJouMDRRTc0mCClHSk5pR0oKHCikFBOKAA9KTNIWprNQIGbiq8j052quxyazkykhHdUQu5wB3rKMmZHOeJGJ+i/wD16takoazYHpkE1lQzbn55JOTXHWlaVjVI3IGwijvV1eBWdatyDWgDxW0NjOW5Pbn94v1r6D8JDb4V0/rzGSc+7E188QttlU9cGvoPwZeLe+FbJ1GPLUxn8DXHjl7ifmXT3N6ua8cTCPQljz80sygD1wCa6WvOvGt482ufZXbCQINgB/vDJP8An0ry3sY4+pyUH56HMf7J6HpTSTuweH7H1qRlyOo57VGynGHHHYn+tZny4wt6AA91PQ/T0NUb6HzbaVFzgqcqeGQ46j/PNXmyPlcEr69x/jUci8DJyP4Tn+RoGnZ3KtreCSKJ8j5lGfrWnG4Irlp2+w3jIp/dyncoH8Ld/wA+tbNlc+ZGOetBpUh9pdTUzxSiokOcc1LnFMxDODR0Io596KBDh60dxx3ozijJJFACnkCooz+8cVNj5agXi4PuKAJSOc0tIw4yKRTnigY7mgdaQgD603NAyXHvUbkDPNKQ3YnFMOe/SgRFJg5G8j8Kz7yKSS3ljB3BlIGexrSPXoKhdSeopDTs7mbpEnn2qO+WbHJY9D3roLOxu73i2gkkHqBx+Z4rK8JRQpq19BOBIUk3Rq/O1WGeB9c16hbSAIoAwBWcqlnY9/DZTGsvaTlo+iMO08JysA11OqD+7H8x/PpW1b6JYWgBS3DsP45PmP68VoqcikfpWMptnuYfAYej8MdfxKcoHQAAVPok3l3ksBPEi5H1H/1qilqtHL9nvYJeyuM/ToaiEuWaZ2TjeDR1tFFFekeYFFFFABRRRQAUUUUAFeLeOLW4s9auWnyyTOzxuOjDP8xXtNczq2mW2tWc1pdqSjMSrDqjdiPetaOJ+rz5ns9ylQ9sml0PDQR0zzVK8YD8q6nW/BmraQ7usLXNsOk8AJ49x1Fcbesecnn0Ne2q8JxvF3OV05QlZoxrtwQck8+ldRYxeRZQpjBCDP1rlwhnuokAyWcDpXYgYGBUYZXlJhU0SI255NR5qRqjIzXYZDgaXPvTOaXrxQApakGSacAKcBigA6UhNITzRQULmmseM0tNfpSAQtkVEz4ozUUmQfapbAaz5pgPNBOaBWbKRFcJ5kbKehFc5FuSXaRyDiuoYZBFUrzw9dQxreKMpIA+3oQD0rixVk0zaGuiFsnyBmtHfngU3RvD2p6gyrBAAD/E7gCvStC+HVrBtn1WcXL9RDHlUH1PU0vrlKnHVlrDzm9jmfDXhq41mUTyAxWKH5pO7+y/49q9t8N+TDp32SBAkcBwijsKx5I44Y1iijVEUYVVGAB6CrXh2TGoSJnh48/ka8mrjJVquux2vDRp0Xbc6evNfGdq8evyyyBdkyqyc5yAAP5ivSq43WpFudZmDAFYwIwDz06/qairPkjc8+rg1io+zbt1OF24Hyll9geKVQ+MbgfqtdZ/Y9jMPmh2k90JFRt4XgY/u7mVPYgNWSrRZ5NXIsRH4WmcvlgPuofxIqGQHHCAD611D+E5R9y8jP8AvRkf1qjc+HJ4VJM8JA9N1XzxOR5Vil9j8UcPqtlc36yfZ4gTbxtcPg9EXGe3vTNIlZlJOQM17T4R8PW1pobvNGHlvkIlP/TM5AUe2Ofxrya8006Hqt3pz8mCQqD6jsfxGKu2lzathZUaEVLcvRS8VOjsxrMimyfSrsTfNSPLlGxaDdKA2R15qJjT4lycnjFMgkPrTl+8PYU1iCeKkXqaBCnp0qu/yyq34VYYcVBL90EHoaAJsZWoz8rVIh4psgxzQMXG7mo2GPWpEJoYZ7D8qAEjcHg8U9o81A3DDipo5MjHJoAYY8daiZatEZqu460AZFmxtPGUTA4WeEqfqDn/ABr1KzbKKTXlGqt9mvrC7HSOcAn2PH9a9M02fdbqevFc9Van1+T1OajbsbydKG5pkZyAakY8ZrJnsorSdwao3IJU+1aEh4zVGb7prNmiOrt3MltE56sgJ/KpKpaS4fSrYjsm38uKu16kXdXPKkrNoKKKKZIUUUUAFFFFABWCrZYnPetuVtkTseyk1gw5yK56+yO3CLdlnfhPpXD+Lksmhd5raBnx1MYz+ddnM4VCfavPvF02YH+lYxk76HS13OL03TkkW/vBGqpGmF2juaTHFdj4W0j7T4XuyRgGKaVvwU4/WuOXmMZ619JlkvckeNjPiRE1R8561KwpvHpXpnKNIpMAU4jNG2gAzxSZ4pTTTQMKKKSgYvWgjigdKDSAqngkUpAZeaWUYbNNByKgCIrikqRqjqWNChcg16zq3h8TeCtInVQCbBI3wO4XINeVKMjA6ngV9KjTlfw/FYED5LdEHsQorzcw2SOii7O54p4TmMUvls2NpxivTbViYl+leZGBtL8Rzw9F3HrXf6ZPvgUV4kz2IO8S/ccrTdGfZq8J9SV/OllIKEVTgl+z6hA3TEinP41jF2kmVJXg0d5XCBvNnllP8blvzNd2eh+lcDbHpW2K6HHhd2XohirkfvVSHp0q3GDXMjqkPYgLWRqZLRMB16CtZzxWZKokvbdP70qj9RWiV2Yz2OxgjENvFEBgIgXH0FecfFHRU32mrxBUdz5E5/vcZQ/oR+Vel9zWP4p0lNa8N3tkyhmMZeP2deQf8+tdzWh5VeHPTaPFYUXAAOWxV2BNvXPFZ9khESsvHOCPQjrWkpOMVmfLVCRcMxz0qePoajRQO1SRHIbHrTMR4Uk5NPA4PvShSBzQOg5oEIeTUUgypFTGo2HvQIIT8ozUrjI4qCM4OKnByKAIMkNzUwOfeo5BzxQhwcGgB7oMH2qMYQ9anxke1MKAmgYbsjg1C4JNTAYNRHljQBj67bGbTJlU/MBkfUV1fhW/F3pNvLnO5AT9aw7pA0bL2YVB4HumhNzYs3MMp2j/AGTz/jWVRaHvZJVtNwZ6lbSbl56irSnise3uAhHPFaavnHNc7PqUEgBU+1UJjgHNX36Vn3IO2s2axNvw++7TSvPySMP61q1geGZMrdR+jK36Yrfr0aTvBHm1laowooorQyCiiigAooooAp6pKIrB+eWIUVkR/KMmrWryeZdRQDog3H61nX1wttECOtcdZ3kelh48tP1HXUgER5rzrxHIZ5REvJY4xXavOZrRnBzxXAzA3HiCOIkklqUFqay2PSNG08WPg67I72rqvHYIc/rXjaH5AfUV9A3cAg8OXMIGNto6/jsNfPqfcx7CvocsXuy+R4WJd5XGN3qPvUj0wdK9U5xaKTGaM9qBgetNNLTCaBhS02lzQMO9FJmkpAMlGRUAODViT7hqsGqGArc0ynbqQdaljRd0uE3Or2NsOstxGn5sK+nj1NfNfhlS/ivSAOv2uP8A9CFfSnevKxz95I3p7HlPxF0r7HrEWoxodk3XA7jrTtFut6Lg8EV2XjewF94YucAl4R5i4/WvNPD91tO3P3TivKqKx6eHleNjuC2RmqN2CAHHaliuA7Bc81PPGJIiB6VzWOpHa20wuLOKYch4w36Vwluc10mgXPmaC8e7D24dfcDBIrmbbkD6VpiHdROShHllJGpD0q7HwKqQD5atK2KxibTCXgVQtVEuuWicYEm7n2BP9KtTyDbUeiJ5uuB8cRozfTt/WtYK8kYVHaLOso+vSiiu04TwS+hbSvE2oWLcRtO/lj3B6fiMflTxIQc4rY8fWBl8Q3rx8SqySKR67RWPZXMdzEpYBWHDL6Gs2fLYlJTkuzLSShlxg5qWEhc56ZpuEUcUgck8KcUHIWRICKd2FVsH1qdM7aBDu1MIp3XtTT1xQIj6NUycmmGlU4PvQA91yKi/i5NWOCtQsvegCRCD70p7VArAVPn5cmgY1uATUK880sjF+O1KqkAUAQzjAyawonfTPFNvMqkpc/umA9eorfnHycVUMQ+12lzj5re4jkHHowNJq+h1YSq6VWMjr1mV7cOD1GeK1rG5EkCMD2rIuLI2eoX9lH/q4pT5Y/2D8w/Q4/CpNFkY26Z7kn6c1ySTTsfdQlezOi5IzVK4UkGranjgVXuMEelQzZMf4ZJ+3XIzxsGR+NdPXM+Ghm+uz6IB+tdNXdR+BHBXf7xhRRRWpiFFFFABRRVPVJ/s2mzPnBxtH1PFJuyuVFXaRjGcT3ksn948fSsvWWJQ457VPatnB7YqvqByuTzXFe7uety2SSIYpYdO0YvcncdxVFHVjXGaGx1DxjGWAGZAAB2Ga17+6aaREflIs7RVPwRB5vjJGXlVfn9TWkEZVXZXPYNQwNOus9PJfP8A3ya+dFOK+jbqIT2c8ROA8bL+YIr5yYbXI9Divfy37XyPFrdBr1FUr8iogCOTXqGAE4FM3ZPFJI2eBSouBSGKTxUeeaexxTBzQMcKdikFKaYDTTaUmmg0hg3Q1S6E1dPNVJRhuKiQ0FKOKYpp1QM6XwDbG68caUoGQk3mH2CgmvoevGvhBp5m128v2Hy28G1T/tOcfyBr2WvHxkr1LdjeC0IbqIT2c8J6PGy/mK8L03bDqU8R4UMTXvVeBSj7PrlxntIwP51wVFoduFdmzpYt8VwpB69DXRR8x8+lc3YEzeV/s8V0af6oVzNaHchdMuhBcXkB4WaB/wAwCR/WqNmdxWoHkZLvjqcjNWbJQMdvSok7pC5bSb7mzCvyUkkmwc06JjtwKrXbYz0wKRD3K8tzuBFbXhiE+RPcsPvtsU+w/wDrmufdQV3d67LSYhDpNqgH/LME/U810UFd3OXEaKxdooorqOQ8s8ZyJB4xnjLcyxRuAf8Adwf5VzF1p7CUz2x2ueSvY11nxT0wy3lhfQswnETJx6Kcj+Zrl9MvhdReXL8sy8EGs3ufNY6HLWk0V4r10OyVCrD2q5HKX5FWHgSQYZeagEDxH5TkelBwtpku5upHFWIyCp9agVtwwRUsVAiTvSMOetL3oagkZQDzS4+tH4UASIe2aGGaYp5qTr1oAgK4b2p6EMME5p7gYqAHYe1A0SFB6UcAdKdncKa1AEb8ioCPlf1wamNRfxMOOaRS3Oy1KdRrnnEDy5bSF2P1U/8A1qi0dNttGcYyN351maldCWOxbP8ArLCEE/TIP8q0tPlOy2Q4y6Fjj+EZ4H5Vz1F7zPusLPmimbkZyM1HcNtU8VPEML1GaqXTYVvesTuJvDDg314O5QH8j/8AXrp65LwyxGrSjsYzn8xXW13UfgOCuvfCiiitTEKKKKACsXxHLttIou7vnH0rarm/EjqbqCP+JUJ/M/8A1qzqu0Gb4dXqIpxLtjHFUr07oifarq5Kj6VTviFjP0rjiekzkLyTyo5XPUA1rfDC1L6pPckZVEPPueP61zutS4jYeprvvhjb7NFuJiOXkA/IZ/rXTTRzYh+6dpctstZm/uxsf0NfOUmGIYdCM19Ba5OLbQNQmbolvIf/AB0ivnxf9Wo9OK9zLVpJnkVug0gVFI2BT3NV3OeK9QwEUZOalFNUcU4nApDI3PNIvNIetOWkA4UGgUjUxjCaaKVqQUDFzUEw+apzTJFyM1Mhoq04GgjmlArMo9b+D0wWC+gA+/iQn3Bxj8iK9Rrxj4RT7PEVzCT8r25wPfIP8hXs9eNi1aqzaGwV4h4ltfs/iq+TGF84n+v9a9vrybx3Ds8UStjG9Ub9P/rVxz2OrDv3g0cDCiuiPyx+1c/ow4FdGoymDXLI9GJkXK7Zw3UE1atTgjiq98m2U4PA5qazYN9KyY5bmsjEgDPSq92pKEip4iNtJKm4HNCM5IoYzbjB5xXbWDbtOtj/ANMl6fSuKIMbEY4NdboknmaRAf7uV/I100N2ceI2RoUUUV0nKcZ4+iylhJ2y6/yNee3NgpkEkZ2SdQRXonju7gC2NmSPPZnlA/2QMH9T+lcS4zyO1Q9z5rMXbEO3kNtpvOiw/Ei8MPeptuRiqjqY5BKvX+KraMGAINI899yvJGyNlRkGkSRlYZHFW8A0bFPUUAIGBAOaVuv+NIFC8AUppgxhHOOKNppxpAeeaQgHy1IDxmmZ5p2DjvQMUjIqJkqU/d60gwRQIiUkdOlPbkZoI9aMYoGRODVcnkGrJHY1UnOwMfQZpDRYsZzfyRRdfIjaIZ6EhmIH6iuh0uCfcPOYeb5gLAMDgfhXOacxgsraaNQWaR2JI6+1dTocbNO0rDDGPDEdzk1jJ6Nn2+EjywinvZHQE4Ss+4IOauMwwc9KpTnIPNc56SJ/DCE6ncN2WPH5kf4V1lc94Wjwl3L6sq/pn+tdDXdRXuI8+s7zYUUUVqZBRRRQAVyuu86yM9o1/rXVVyWrgya85z90Kv6VjX+A6sJ/EEQ/LWVqr4ic/lWs5CRe9cxrs5SE5PWuWJ6DRx+tTfOFzznpXr/gSDyPC0BIwXYt/T+leItvv9UjjUEksFAHevojS7QWGl2tqP8AllGFP17/AK1100cGIlcwPiHefZfB9yoODO6Qj6E5P6CvFgcg16v8VpNvh+yj4+e6z+Sn/GvJS2Er38vjalfuzzKz1I3NRYzzTjkigdK7zEUdKa59KUnimd6QwFOFIKWgBRSMaUU09KBkbGkBpWpo6UhjqDyDRSE8UMCvSZ5pzcGmkZ6VkyzsPhzdJbeK7Qu+1XkCZ+oIA/Mivfa+YtImaG7Rl+/5ibfruFfTvXrXlY2PvJmtN6BXm/xEg2arbTAffhwT9DXpFcd8QbQy6bb3SjJicqfoR/iK4J7HRRdpo5rQz81dExIAxXKaHN86gj2rpiQRXHI9RGfqAILE/hRYNhV9NuabqJZVIGcHnmm2QZbKKY9PMZM++Af61FtAnokbsLAjIIFTsMj0zVC3cgDvV9GyOlSiJFGePBz3rf8ADjA6c6A8rKc/jisqZcipdCuPs+omBiAsy8f7w6f1rejK0jmrxvE6iiijpXYcR4/4pvXu/GLXBJKRubZR6KMj+eTTPyqnrL/Y/F2qafcFdwnaaFvVWO7H1GasLLhM4zWZ8pjOb2jch7IGQioQphfrwamSZWpWAYcDJoOUUMCM0u6ohxwc04GgBScmnA8U2g9KAF4oxSZoyBQADrTiTSCloEAOfwozSgCmn2oGO96Q5pR0pDQAxuRkVm6k22B8dSMD8a0myR0rJ1bCpGScfvFyfxpGtCPNUivM3bFVitLeJlO0JkFVzz7+9dLpBQRBEDYC8FhyQO5/Gud0u4DW/lrgncQuf0rqNLtWghMkrlppOSfQdgK5p7an3lFbWLjDjpVCcgISKvSHnB6etULp1CsccCsjpOg8OR7NJDf33Zv6f0rWqrp0PkabbRnqIxn6nn+tWq9GCtFI8ybvJsKKKKokKKKKACuP1Jt2uznJIDAYH0FdhXIXG06zecjiQisMR8J14P42MuDgYNcX4knxvXOBXX3rfJkdK898RTebPsU8HrXPA75PQ0Phvow1LXxeSrmK2/eHI6nt+v8AKvaa5T4faSum+GYnK4luSZGPt2rq67YrQ8mpK8jzD4r3Ja4sLXPypGZce5OP6V5oxJrv/ikw/t+AZ/5dV4/4Ea8/PWvocGrUYnBU+JiUZxS01jXUQNY00Up5NKBQMKWkNAoAdUbGn9qiakMaeRSDpRSGkMcKD0pBSmgCFqaDjrTnplZMov6fGZZS0fDINwyep7V9L2Fwt3p9tcL0liV/zAr5ps8I8OO55Ne9eBLr7T4TtQTloS0R/A8foRXn46HuqRdJ6tHSVS1eyGoaVc2pGS6Hb/vDkfrV2ivNN07O54zYhre9YdOenvXVocoDWXr1iLHxHcBRhHfzF+h5/wAa1Lb54BXFUVmetCXNFMoaof3Z5q5p0HneEJ5FGWhuA/4YAP8AOqGo8oeeh5rpvB8Kz+H545BlJJWU/TAFOkrtonEPlgn5mPbye9aUBrH8trW6lglB3xsVPFaNu+cA1hs7DWqLkgBGazbkvDIsiHDoQwPuK0uCOelVLyIFMjpVIzkr6HWWdyt5aRXCdHXOPQ9xU9c34Uui0dxaMf8AVkOv0PB/X+ddJXfGXMrnnyjyux4n8TLF/wDhJri6hYiRCjAjsdoqjpGopdQiKQbZQOPeup8dtBP4gmSNgzxRxiZcfdJH+GK4+2jg3MI8LNE/PPNS9z5fFP8AeSg+5pyRHJZDg+lNjuSMhjzVgfMAR3qOWAHkDBoOC4CcH/8AVTw4JqFY+3epViAPSkBIGHTinAUwRj0pwBXoaYxSM0o60m6jOTQA4UvfmmAkdzS7hQIWjBzSjnNBPfpQAE460wuuetMb5jjNKqhR0FABJIEiL88frWDqS3G62MhGJJgMDt1ralG4qvbPSqmpR744RxkTKf50nsdGFf76K8zZ8KRGYliOFAJrt0xt6cVz3h23it4WECbVbax/L/J/GugUAKQOD3rkm7s+9oxtAY/fFU2jae5igBPzuF/Wrch4anaLF5+reZjKwqW/E8ClCN5JFzfLFs6jp06UUUV6J5gUUUUAFFFFABXETMp1W7Zc5MzV29cOwB1S7J6ea2PzrDEfCdmD+NkOouy25PtXCpbPqWtQWyjLSSBePc11+uTFItoOODVLwFYfavEf2lhkQKXz6HoP51nSV2dVaVotnqUMKW8EcMYwkahVHsOKkoorrPKPHfibJu8TEf3YUX9M/wBa4UnJrtviWuPFMh9YkP6VxPcV9Dhv4UfQ4p/EwzxTCaU9aSugkSlpDxQaBhSim0tACk8VCTUjVEetJsBKQ0UVNyhRS03NLnigBj1EalbrUZqGNE0ExQqOwPFer/DHVvK1CbTHf5LiISxg/wB9c5/MfyryMV1Hhi9Nt4l0eSNsMtwgP0Jwf0Nc9eHPTaHF2kfQtFFFeIdJyPjS0y9pdAesbfzH9az7B/3OCe9dR4kg8/RZsDJQh/15rkbdvLjbjIBzXLWWp6OFleFitqmEYMMYbgiut8Grt8PqfWVz/KuL1STco4wetdp4LJPhyPJz+8f+dKh8ReL/AIRU8T2XlXUV6g+WT5JPqOh/L+VZsEnzbuwrtb21S9s5bd+jrgH0PY1wqK8MrQScPGdrD0IpV4WlfuZYad48prQneoPelmXMbelQW7Yzk/hU7EEbcj5uM1ijdoq6JL9m8QxKeBKrR/1H8q7Xr9K8+mdra7huMYMUit+RrtdVuPsukXlwpxshdlPvjiuug/dsefibR95ni9zdG48WXl4xyL13z+B+X8gMVU1DSzI4khYxyqPlkX+R9RS28WQjO3zRSHn8a11YMmetWfG1ajc+fqc9ba1cacwg1KBlXtKoytb8UsdwgkgdXUjjBpstvFMhSRAynsRWS2ky2LmbTJCncwt91v8ACgzbhPyf4Gs6ZPXaajLSpwefem2eopdLskXy5hwyN61bMYPQ8UGTTRCkxx0p4mx2oMIH8PPtSeSc87qAuKZuaN/I5NKIQB0/WlWPHQUAJuJ708Anr/KlA47UE7egJpgLnaMnpUTSluBQVdjliB7UoUjoPzpACjaM9zQWPYUu0k8sB9KXyxjmgRCD82fvNVLUJCJra2iYGdpN+32ANaEnCMsbBWxwfSsMWiR6lE4ZzLtffJ1Y5wMCk9jtwEFLERuejaBEkVmrJgK7cY6VstgVR0yARWcMa9lyTV6UFckVxs+8jorFWZhk4rZ0CDZaPORzK/H0HA/rWDMjMwROSxwPrXYW8K29vHCn3UUKK2w8dbmOJlZJElFFFdZxBRRRQAUUUUAFcOEH2mRtzZZ2b8zXaTuI4JHJwFUmuNCZIJODXNiHsjuwS1bOZ1+43SiIDnvXW/D+xEGkzXRHMz7R9B/9c1yGqRFr9j6V6doduLXQ7KHGCIlJ+p5/rToorFytGxoUUUV0HnnivxHuPN8VXC/881VPyFcZmul8ePv8YaiR2k2/kBXM19Fh1alH0OOXxMD1pKWmk1sSB7UlGaTNMYtGaQmm7qQDmNQs2KczCoS2alsB+6kzSDpRmpKHZpc/LTAad1FMBhPNNpxGKbUsaFXrWx4dAbxDp4OSPtCZ/wC+hWMCfStLRm2apbNuKkSpgjt8wrOa91j6n04ep+tFFFeAdJDdxCa0miP8aEfpXDW0eUOBzXf964Y4t55V7B2H61z11ojswj1aMbUwCM8ccV1/gjaPD+B2nfP6VyeoRFlLuOBnaCa6TwHJnS7mLH3Zs/XI/wDrVFD4joxf8I6uuY8S6dskGoxDAOFmA/Rv6flXT0yWNJomikUMjjDA9xXROKkrHnQm4Sujh4H+XB6mr0bDAHpVC5tZNNvngkycf6tv7y+tTxyg8Hp3rhas7M9OL5ldEV/GsisCOGHGKt6tfPdfD8y9XGyKT6q2D/IfnUU3KsR68Vg3urXFnBe6SIUe3u494ck5RjxkfTANa0ZWdjzcysqEm9NPzOSjy8soQ/xnNXbWRo5DFIAD2qtZRh7iRpMRTK+yROxI6EfUYq3c8MH5yPetz4qe9mWhg0EVAswYA96kWVTwc0zOxDcWaS/OPlkHRhS20kiN5cpB9DVnIPSopV+dWA5oC/QmZiOlRFpccVKCD3pTwaAKzG59RUZNwO4q2eaMUwuUTJOv8Gact5OBg28h+lW8Zpcc4zSC5W+1TN0tmHu3FPHnv9449hU2BRQA0J65NIzk/KmMdCacTx3PtTcDOOg9KAIbhxBCzfec/Ko9SaradbM+sRxlsscZb8ycflUklrLK7ysQ0iIxjQn5FOOP/rmrPglZdTvry4uYPLltwsajOcEg5I/OoqO0T1sop89dNdD0GAAIGHQgYqSVsoxzTVQRwbenpUbZI471yH2ZLpsIn1SI4yseXb8On6101ZGhQgRzTEcs20fQVr120VaJw15XmFFFFamIUUUUAFFFFAFDWWK6TPjqQB+tc5DGHQFjz2rf17nTGTu7qBWHGpG3A6VyV/iR6WDXuNnP6jaSf2nwOHYfqa9OVQiKg6KMD8K4+4VZHDlBkV1ltcJdQLKh4PX2PcVrSZli07olooorY4jwDxqznxdqTOBuMx6dOOP5Yrn66TxpYzW3iW+BPmqJSdw64PPI/GubzmvoaMouCs+hySi02FNanU0qT3NbECE5pM46mmlQPvNj8aaWhXqwNDmluykiTK9SwphZP7wpRJGSNqE/hxTxFI7YW3bn2rN16S+0hqDfQgbaR1qPgGtOLS7y5uVt0tyHZWYZ4GAu4/oKli8N6jLbrceUqxM23czY5rN4il/MV7OXYyNyj1/Kk3r7/lWpJoN/GzArHsUZ3Buv0HWmJpN4x4VAME896n6zT7hySM7ePQ/lT9wI4z+VakWiXz5OyMY9+v0qceHtRIG2JGJGeDR9Zpdx+zZiBd3ZqeExngfnWnNpF5BGGkglQ+jRn8elAg09XHnvcADghOD09MVMsXSWw/ZyMp8heK0tDtW/tO2e4RxErq7jodgIyfYYrQi/s+IAW2nXUrHGZNhJ+nb86swwu8E0FxD9nhfIMQ+++cY6dOe5J9q5auM5laKNI0u578CDyOnaiqWkTNcaNYyscs8CFj745q7XnFh3riZ499zM2cgyNz+NdLqOpC2zFFgzEdey/wD165xyQK560lsd+Eg1eTMjVjiILz6ZrV8BSHzb2LsFU/qay9TQyQ8dc/pW/wCBLXytLuJ2HzSy7c+oUf4k1nR+I2xTtSZ1dFFFdh5Rla9p326y3xgmeHLJjuO4rkoZWwM969Critb09rC/aRR+4mJdcdj3Fc9eH2kdeGqfZZNHsaPbkcDFcp4ptZ7aSG9SF5oVPlTLEuW2sRhgO+Dj8Ca6GzYsFPrWP4t1ZRaNp9s4Z2+WUI2GOf4F9yOp7DnvUUabnNJDxihKk4T2ZiwypLGJY2SWM8B1wf1p7RrKMEfiK46WB9MRZILiSG7ON3lvlSOwKnggDArQtvENzEFF3bCYY/1lvwfxU/0NdsqMo7Hx9bL6kdYar8Taa3dPungdxSFXPIOKZa6zYXhCxXMZk7xudrj8DzV1ghOCMVjY4ZU5RdpKxRLzR88sBQdQVhtYEH0NXDBno351E1pu+8M/Sgm/ciW6AwQQamF9H3yD9KZ9kUHoalSALztoFcek0Mp+V+fQ0/HvSGLdjKj2oCkdyaAHEUhz9KXBC9KMe1ADCDnrTCG9OKmx6U0qfXigCEF1bOP1pTD5vUkD2qTCj3NNmuIbdd00qRr6ucUDSb0RNGgQYHatnwbpP9m2c8hYs08xcszZOM8c/SuLufEkEaE2sMlwR3+6v4Z5NdT4K8Qw3qNATh2+dcjAK5wGA/Q+h+tKrSm4XsfQZLSnTquU1ZNHYyAEEY4qsowzZ6jtUztyexplvE014Ixz5nU+nqa40m3ofUNpLU6CwQJYwgf3c/nVmkVQiBR0AwKWvQSsrHmN3dwooopiCiiigAor5r/4aE8Wf9A/Rf8AvzL/APHKP+GhPFn/AED9F/78y/8Axylcdj6A1s/uIl/2if0rMijOM14VdfHfxRdlPMsdIGzoFhl/+OVH/wALx8TAYFjpAH/XGT/45XPUpuUro7qFaEIJM93ljG04qfRLvy79rQsPnXIX0I/+tXz/AP8AC7vEv/PjpP8A36k/+OUyH40+IoNQS9Wx0oypnAMUmORj/npVQi4vUK1aE4tI+paK+a/+GhPFn/QP0X/vzL/8co/4aE8Wf9A/Rf8AvzL/APHK2ucNj0fxTp1hf+IrgXUTrJu+WaFtrYwOD61htoGnN8q6hcRHcBtkjQgn8RXnWofFvXtSneeWz0xJGJJKROPw5eqz/E7WZIvLez04r/1zf/4urUrFHo154Z05JCVnmmOfmwQgz9FrLuNJtwxKxiNV6jcT/OuIHxJ1ocCGzC/3dr4/9CpjfETWmOfLtB9Iz/8AFVarPuS4o6v7DDFLl4F4HOKvwabA0m3yAQ3TPavP/wDhO9VLbjDZ5xj/AFZ/+KqeL4i6xCOLeyPOeY2/+KodRMXKenQ6daqyKE4J4BHetq206GPHHDDIyOleQD4o60G3Cy03I6fun4/8fp6/FfXlfd9m08n3jf8A+LqXNDSPYJFiS/iQL8xWTnHI+QiqTHHh1S5UNvUY9Oa8sb4ra806TNa6cXTOMxP3BH9/3qsPiTrH2MWv2axMYYNyj54/4FRzoZ6heDfclY1hwE2k4O7r09Mc96rGNo402BSVJGDxXmn/AAsTWN+4QWYH90I+M5znG7k139jqLXWlW0swXzpoo5WAXpuUE49uTVKSewmacElwkWBbqxB4O7/GpYbosR51q6njnrn8qzZNReInHADY4FPTVVfdExYH/Z6ZpiNZZ7QyHbDJnnG5enFLJcyMmREZS2Ag24FU7fVVYGEFjj1Xr+NXUvWOAyDdyOecY60hkUkl6Y2lnkMQA4QAf4VhK+2+BLsPx53Vt2ezUbyYNNtTyiY2Bx83GcViW6SRXTiYMGOeCMGkM9n8Jzed4XsW3BiqFCR6qxH9K0NQuhaWpcEeY3yoPesLwDJv8LgdkuZlH03Z/rVzV5A13Gn/ADzU8e5/+tWM5cquXShzzSMrduJYklj1J70xxuBrO1TUo7WVIw4DO4UD1NapCmIYOciuN6s9a1jKvPkjINdN4Q/5AQHbzX/pXK6q3Cpjkc5rrPCS48PxH1kc/riro/EYYv8Ahm5RRRXWeWFZ2t2hu9LlVBmRPnT6jt+Wa0aKTV1YadndHmF9qZ0/T3kQqJSAkW7puPr7Dkn6VwUmoMXBLkk5AMhy+DyScd26n8B2rtPihbvaahatAmI5kdiqjq2QG+nH8zXnARlkZnGX6g+nrXRhqahAjEVOeRKqtdMS/PPJJ7VbKoqNsbJxkZqvDteIpvVec5NHzIclsDAUe9dJgQvbRNnzUDjPORupElurUD7FezwgnhA29B/wFsipS6NH8+d3JBHPrUS9OOntUuKe6E4qWj1LUXiPV4APNgtbpce8Tf1FXV8XwRkfa7C8g/2lAkX8wayPLyGLnk96gfJKqOQPfmsZUIvY55YOhL7NvQ6iLxdocnB1BIz6SoykfmKtx69pMoGzUrNvT96orhZIVl/gXr3FUZdPgMT/AOjqxBHTrUPD9mYvLKT2bPTxf2hUMLq3Kk4z5q4/nTW1GxU/Ne2w+sy/41xOmQJFY2UYgEjMZJFGBxl8dP8AgNLdWlrIHknCAK2MBQSaPq91uR/Zcb/EdfJrukp97U7P8JQf5VF/wkelk/JdeZ/1zjZv6VxMJt42fyYkVd3GR8x471b81QEO3PrnpTWHXVlf2ZT7s6l/ENqBlYp2HuoX+Zqu3iBm+5Aq56Fm3fyrBaUMW43H24FMSZIxkhsY5FaKhBGkcBRj0uas+pX0wH+kFFPURrtx/X9aoTxMsis0hZ2B5PWpIp13KyocAknntSfaI2m3MVGRySM1ooxWx0QpQh8KsQKjBlAVieuelPguLjTbmO5hPlbnDByeEPQnjqCOCKsFoiDtYAH2Geae0SvAsZKkjkZOR/nFNq5qnY9T0PWo9a0pLkDbKDsmjJ5Rh/TuDXQaQsrX4kRQYwpVyWxjI4wO/IryjwxPPpd5+8dmhKbcDnMYySPqudw9RkV6t4dkDTyhSCDGDkc554/nXl1KHs6qa2Z3xre0pNdToaKKK1MAooooAKKKKAPhOiiipLCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9e0C6D6FbRNC/mfZolVieDhR+PpXkNey+HxFHoenuRk/ZoiQOOdoFaU9wLsEKlf3mQrdMnINSRwKGJKjJ64HWpEaOTChiApIAIxQis3l7c7s4GD0rUkka0jixKVJLE8dxz1q1YXCWtzFOCp+YYU9Dz3qrKu4sGXhQMZNVw7oWG3OO4pAWb26WXUZpIztUlvlCYBB6j39ayLiWSLE0spdsjJb+VTzglck8jn61zmtXMqKEU4A5xSYz1/wCHWpGHwjeTSEE/bn2A+pVT/jVq6vCWZ2bczHr6muc8Do0Gk3SbXmt0dJBsG4KWTr+mPwrrdG0x7y8FzLC6W0bbl3jG89uPSuSonJ2O6hyU6bmyG88AW2oG0vXupYr+IZJI3Jk84x2+oqQRSQhoJSpeJtjMvQ4711+ccnp3rjJpXEMkzAhncufxNKpFRSsPDVJzb5noY+qkefj2rs/C4x4ft/csf/HjXAO8l7dBUUuWbaijqTXpWk2R0/TILZm3Mi/Mfc8mlSWtx41rkSLtFFFdB5oUUUUAcf8AEjTUvfDDXJba9o4cH2PBH8vyrxGfLSbQyhRxjNfS19b/AGvT7m32q3mxMgVuhJBFfNV3bmGaSKQbJEJDKfUcGumi9LGVRa3I1dUGcg9hzSyTZUEdff1qqyMp45yePanDdkEjkdOc1sQTpIWYs6gjFOfGNy4IJ6dxUDTbCGUfnTBduyYXZke+KYEhk2pgOQcdDwajMjuoATqOT7U7zwRh03ZwKjZ8DA4pDJNwIA6+1Pe32QSM3CkcMR361FCR5zDJBxxVkFmSRHIZWUgA9M44osFzWsLVpLfTre1+V3tVaSQcHbnoPrmqsloUid/LSQf3T0PP/wBarOn33kxWIVgpWCI9P9kHrVQ3chO0xiQEnALY/GhIm5QRQXlKwbSXwG7DjpQIhx1B6j2pHu/NikZVVD5zA4J5FQidgpBfke9AyRThyGJ54p7KT/CGPOCBmqobdkk8AZNStLsUjJJ9FbGaBkgglK79zbR6cUrp8mSucYziovtBB+Xdg9c0i7yzAAkY6etAFuOINgKxxwee1Xo4ypBA3BurE8ispJiEA29QeM1ZimG0Iyj2PTFNCZtwySRxIpLYVgySbcgHsT+NeleA5XuHcsCoijIC59SBj3xzg+mK8pjSQhV3kxk8qTxXovw6+TWpwOFayAK5zhlfk/jkflWVZJxHTdmelUUUVyG4UUUUAFFFFAH/2Q==", "path": "002978.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002979
Men Tshirts
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", "path": "002979.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002980
Men Tshirts
{ "bytes": 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", "path": "002980.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002981
Men Tshirts
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", "path": "002981.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002982
Men Tshirts
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", "path": "002982.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002983
Men Tshirts
{ "bytes": 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", "path": "002983.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002984
Men Tshirts
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", "path": "002984.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002985
Men Tshirts
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", "path": "002985.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002986
Men Tshirts
{ "bytes": 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", "path": "002986.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002987
Men Tshirts
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", "path": "002987.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002988
Men Tshirts
{ "bytes": 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15jNaR3epW1nFl4XYvgHBxjOB+VZNRqe7JaG9Nyh70dy5eeP9RlLfZ4ooAehIyasaFe6v4gnnjk1aeAxqCCgAH5CqLaHpt5mOxvGjnU48u4GCT6Cm239qeFriSX7MsquoDN94UnCnycsErmsZVFK827F7W49a0wRxS3f2+CXOEkj3Dj2OazrjQhc6Umo2WMYPmw5ztPqK6LR9afXbnzJIFjECkcHIy3Fc/qt6dF1uQafKVQ4aRP4c9xilSnO/I9GiqkadudapnOY/xpKdI/mSO2ACxJwKbXaecxaKTNLQAUUUUAGMnipEt5HGcAD3NOgAO7PtVraBQBElsgGSCxqwBgHov0rW8P8AhjV/E94bbSLRp3XBkbICoD0JNdVqnwsvdEn0iC+1ayNzf3iWzW8RyYg3Vj60wPPwcdcjHpXZaJ8MPFeu2bXcGnmGELlTcNsL/Qd677W9O8D6Zb6p4buPDt7A1nCDHqQt2fzJMdQwHuKzfE3iPWF8DeC/EVheSx+SpgmVGwpkTAG76hTxQBxPhXfoXj+xi1KBopIpjDIjcFWYEDP44r6HhcvHgj51O0georxr4yLbya/pGt2GU/tKxjuCw4+bPB/LH5V6f4d1JdR0bT78MCL2BSzH/noowwoA2GyccUzlueKkxheePQUw9QaBDcUh7elObHvSHnHNADGpDgmnHqRmmnpgUAJkY4GaawHJyacQAvvTGOV6ZoAkAGetAAoGcZxS9Tnoe9ACjJOCaXoMdaFxj3707vwaAAdMfzpwPHFIBk9KVenNADhyOAetO/Om544Jp3Qdc0AOzwBjNOx2xmmrz2FOA44zigDyz41avPa6TZ6bE+1Lli8mD1A7frXmXhbxprXhEzrpc8XlTgCSKePzEJHQ4Pet/wCL+vG78UCxi2mK0j2sMZyxIJrz1ZIyQGynqRyKQztvDniG3uvG7eJPFt7JcvbI08SsMiSUfcQDsv8AhXPa5q93r+tXOqX0rPPO5Jyfuj+6PaqGOQVww9RR3xnNMBBS4paWmA3tUMnSpz0qvJ6UAQucsabSt1pKkAooo/woAK0dDsIdT1i3tLi5W2ikbBlboPatnwV4ZsvEl/JDdX3ktHz5Sj5pB7HtXcaj8PtCtZoLhVnjtVO2YLJ8w9Gzj1rkr4unSfs29WdNHDymudbGpqXw/wBGutEj0+1i8mSMhlnAyxPfPrkVg6h8J7VoQbG/kSQD/lqMrn8K3PEtlqFt4TNvpV3MZIMHcxzI6jsCK4HQ/HviKO6itFxfFjgI6/Mfxrz6H1icHOnPbud9RUYtRnHcz9V8C65pZLG0+0RjnzIPmFc48UkZw8bKfQjFe7X/AIhGj2FvdapbvAZCAwj+YRnHen21xpWv2i3UUcFzG5IDPGMg++RWsMfUhG9SOncieBpt2hLXseHafNDbX8M1xAk8Kt88bjgiuu8SaNoMGhQarpJlSSeRVjUPkA9T9MV2Op2HhjTohPe2VvGh6N5Z6/hXNa9JoupeHZhoYANnIJ5EVSBg8E8/0rWOJ9tKMopr8jJ4dUotSZwl5n7S+9nkk6l2bJJrp7Dwlq+qiKXQLa7ltHiUtJcAIN2Pmx6qD3pug+E77xDd2oFpJFZg5lnc7Q4z2J6179AtloMFrZ2RN1ceWqJbQP8AkT7YAPOPu/hXbJo5YSlF3R5ppPwwhl1CG2vZi8kcXmz7CdqMW+UD1+63Wukv/hbo99I8Mtpt+dpRPC+0sW6hvoa7bTdJ+yhrm5kE1/M3mTSKcLkjAUcA7QAoGfc8Zq28a5JAOT3Bwax5mi2+bc8C8Q/Ci40ti9ncGRQCQrc59siuQj1jWvD05hiuJ7Rx1CNgH8Ohr6ikRSGVgNp6ggc1xXiXwvbXKFxAkgRSFjI+8T6nt7U41Okgs0vdPHbHxCxXym+Vzxyflk+v90/SmadqFpYa200qkq68MesWetTan4XfS2uhcwSL5Ln5kDOuM8cgY9uvasGdNzlgWVMYBbq1XyxkrC53GzOp17SxdKL+zP70Dcdp+8PX61e0C8e+08eeoLRnY+e/1rldJ1yWwYQS/PB2B/hrr7KW3RWlhAVZfm4FcleMox5X8j0MM41Jcy+Zi3M48M61mID7NOAWT2zXN6jc/atQmnHR3JH0rR8T3QuNUIHIjXbmsXHHPSuujH3VJ7nDiZvmcFsHeiiitrWOUKWlpKACiiigCa36tV01St+pq4TQB6J8GtTNr41bTmdkj1K2eDcpwQ3Y/Wrfi3RPCXhiK8b/AISO91DxTDJugJckxSA5AP6VwXh3VG0TxFp2pI2Dbzq5+mcGvVNf8U/DS01u81S20qTWNQu28yQuP3SNjpzj+tMDqdM8UePEuNEtNR0GzvLW/WMvdwMWCoepYdAQP51lXEvg4xeKPDGtXiW2nW+oi5hRGwwYqNwX/gW7j3rzKH4keJ7Swl06x1B4bJnYxx4DNEpJ+VWPauVd3lkaSRt8jHczMclmzyc+vWgDq/H/AIqtfE+q2q6bbNBp1hbi2tg/3mUdzTPBfiO80nW7S3E7G0dvL8tzlUyeo965gA+nHqeKYbqOCRWDlmU7gFOOR70AfV6yCSNWDA7h2OaU8ivOfhp4tudYjkt7k5PUFiOMdh616MRhSD1BpANIycZ6U0+lOz1z60h7elMQ3Apo9SMelPIwcU3OaAGnueuKYenXB9MVJjA601jlD69qAFBPToKceeaTI5NP7c0ACggUoGcdaQtinDHp1FAC8nine3NNAJx1p4HvQAqkdwacOo4pq8mlHrmgB/A646+lUtY1CPSdGu76UgLDGWz+H/6qvA8V5R8a/EX2fTINFhfDXB3yY/uikM8U1C9l1G+mvJm3STOXY+uTVX+XelJHQUlACglTkEg1Ktyf41De4ODUNFAFxJUbocezVJyOoxWeMVIs7rxnI9DTAunpVd+WpUnU8HikOSw9zQBXb7xpKc/DsPem0gCj/JFFFAF3StQm0rUre9gYh4XDcdx3Fe9f2lY3miLdzzRraXEWWZ2AGCOf1r55Ge3Wt+PT7mLSYr/VJJlsAcW8G7Bl/wB30HvXHisNGs4u9mjrw2IlTUla6PStA8Uaa9gLSa+WSWJ2jHykl0B4PT0rCTw9f6Z44GpaZaq9kW3Z3ABQwweM571zEfjCaxjEek2VtZIOMhd7n3LHqaY/jnxC7Za/Y/8AAF/wrCOFqQcnTtr3N5YmDtzvY9e1C0t9Ss5bS5TfHIMN7e49DXnMkd/4D1BZkcXGnTnlScE/h6+9Z1v4+1uIHzHimB/vxj+YrIu7nVNduTNKs07noApIH09KWHwtSneNRrlY62JhOzgtT1u11LTvEGnNs2yxOMPG3UfX/Gsfwt4Ig1HxleRwq8umWhUSQ7/vSHkL7gdTXC2Ftr+kX0D20E0U0zeXGuPvk9sV9K+ANFm8P6CthcofMfLzy7Qm6RuTg9W9K2o0PYybjK8TOrX9pGzVmXYPCGn4X7W13MUIIR7tyo9sDAP5fnWtDa29nGY7W3ht0OMrDGEHt0/nVe91Wx0iBGvb+NV3Y3MwBI7Dk+tTW17b38ImtJ45Y8/eRgRW7RzXEY57fhUD1Yf3NV34P48+1ZspFeQDnI6iqksSyIySAMrDBBGc0mq3MlrHbeWcNLcJGe/Bz61KxDc5HXqP8KzZaOW8RaVDPaXAktTcwsoLxKm5mXnIXHOfT3rwm/069s7RribT2gtmkMY80fODzgEE56D0r6XmwLduRu2nB25/TvXE+MtPln8LalLKWLtHuykXXGDwM/UH8a0hO2gTjc8Iit5XuFjWNiwP3SO1dZc3y6fZoZFAk2gBAayRrMNvBF5cZefYAzP1P19ay5ppr2fcx3MT0HGKuUHUeq0KhUVKNoatm4Liw1eMrPiGcDg5xzWJeWT2kmGZXXPDg5pX0+7RSzwMAOpPaq+DzzyK0hFJ2TMqs3Je+rMbRVi3sprnmNRj1PSmz20tu2JFx79qpSRk6c1G9iGlpKUVRAUUUUAT2w+9VoiqtucE1aPr29aAFA//AF04Dd0GRUDXMadt5/SoHupHGM7R6LxTAuSSxoMu4B9OpqCS8z/q0APqaqevSigB7zSSH53J/GmZ/wA4oooA6nwRrF1p+twpDIFQnoVz1PNfTKENGr9AwBFfI+nXP2PUILjnEbgsB6V9T+HtXs9a0W3u7OQOhUKfUEdqQGicE0hAIp3603r2piGkDuKTlR1pcZ5xzTcdgKAEBJPrmmvyD0p544pjDg/T1oAeQOfSgdRnJoBABpw4OfzoAXoeAP8ACl6HPem496cOvFADxgnpS9W4puMj3pwzkj0oAdxjinADpTQOM0/+YoAC6KCzEKAOSfTvXy78QNb/ALd8YXlwhzEh8qP6LX1BLEs8LxOMLIu1sdcV5Hr3wRWVpJ9IvmDsxYRzDI5560DPEunFFdDrHgrX9DdvtmnS+WP+WsY3KfxrAIIPIxjr7UgG0Ud6KACiiigA/wA4pwlZDwabTW60APJzyaSgdKKACiiigDc8JaZFqviGCCdd0K5kdfUDtXXfES1uJrWye3jLQxZUhBkL6cVw2i6rLo2pR3kQDFeCvqDXZv8AEe1eLiwkMn90sMVxV41faxnFXR30J0lScZO1zgktbiVgqQSsegwh5rVi8OTxqsmoSw2cZ/56t85+i1bvvGuoz5W2SK1U9415H41zk00s8hkmkZ3J5Zjmulc7WuhzP2a21OihuPDti6pBay30xOPMnO1c/Srtz4wvdPna2SxsowhwVjyR+lceCR04I6e1ey+OtF0mDw74Z0+xtViZSkUjbMOzlWMme5OSKmVOPXUqFWWy0JvhNYTeMden1zUQog05QsESf89W/jHPUf1rsPin4rs/C3h9re2IbU5Sy28mMmJu7D/Gua+BV8bP+2NIbyoh5hkWY43gjjmuV+NOnSWvjuBpJZpIJoUbc/3ASfmC+3enFJaLYzk5N6mRpvgzxN4wtZNYurqQq43LJOSxf39h711vwi1S70TWtQ8N6iWUOnnR85G9eMD6g/pVGT4sX+g3F5Y6daxMgVYIzKciNAoA2r+f51meFr+bXfFEWoXpZ5289i8XylflUDH0POKUmwSPog3CuodG3JlRuXkds/zrh/FPxN0Tw672zvJcXigZhhwcH3btUPi7xC/hrwTcSWpL3JKRbpI8YY5JzjgH/wCJr5znuJbqeSaaQvLI25mPc0QhfcblY9gHxc0vVLyw+2afLbrFd+azlg+F28HtyDXo0Gqx3dolxBKssMigoy89fevlQZrsvAfiefSNWjtJJX+z3BEYGf8AVtnggUqlLS6HGprZnvkjrLcoEUM6c/e4HGKS6VdrM4eSPaQQoyW47D65pmnW6W0HlIHPXfI4+YmpjgELzgHG3oeawT6G7Wlz5utbaBoy7oCdxJLfU/lUhWw3gERj3qnrkr/25qAEm4NcSHIGAfmPpWWNzHHJPpW7puWrYRxEY6KJ1cdwhYwbhIMfKc9qoPpcZuS279112+9Q6dbPF+9c9sBatzXIiXLVi7xdonoxiqlNOrEWe5itIugBA+VR3rDuLqS4cs5OPQVbuEiuiZEk+buGqk8Lp1U1vTjZXOHFTnLRLTyI6UUlKK2OBoKKKKBDkYocrQ0jP94n8KZRQAUtJS0AFFFFABRRRQADrXs3wV1cul3pLkZX94g7n1/lXkNnaTX13FbQLukkbao9zXu/w5+Hs3hmc6pfzA3TptEadFBoA9EOB+dIevXFKTgYxSEA8UxDfXmm9B3p2P8A9VJyOOtADSAOaaR3xxTiMkj1prH8qAHAHJzjI70vTOKQeuPmPalXHrQA4HjpSjIPWmjp/jTuTzQA7nOacCOBmmA5p4/H8qAHDp7U7096TgL15NOH3elADgeKfjvUY5GMGnjPSgYpCSDY6qyt1Dcg/WuS134ZeG9dDubUW0x58yDjn6dK68DoTjNOwMY/lQB8/a58EtZs1ebTJ47yMc7PutivOL/Sr7TJmivbWWBgf+Wikfzr7K9MfrVTUNG0/VYTHfWcM6njEiD+dID41xSYr6L1v4I6Ffqz6bLLZSnkD7yflXmeu/CTxLo4aSO2F7CP4oOSB9KAOApO9TT201tK0c8bRupwQwwc1ERg0AFFBooAKKKKADGadGjSSBEUszHAA702uq0q0j0XS21e6XM7Li3jPYnvUTkkjWlDnfkZ97ZQaRAschEt+4+ZP4Ygf61j+1PmnknneWVizucsx6mmZzTimlqTNpvQ1NCmlXUrWKKBJP8ASI5fmTdjYdxyPTHWvoXVPB2neI9W1L7fNeXX9mQLKkwn2PPKwbqeigYA4Hf2rzT4O+HIvEEviAb4xdx2Xl2+7GQXPJH4DH416TNeeJdKnv7BtFjbUdZYGDyZ8pHgYy2cEKDzn3x3oYIydM8NxeHfCml6xaI+51ea4DjJkjLFsM3qB0NXPHmmt8RPAMF7ok630tk3nIka5d1xgj/e9q7GHwgG8N6dZ6xeMltZRYlhQgq2OuWPavLfEfxH0rSNVWbwjaSbrVttxIWKxSAdQRnk+mOlSNankZthczD7RJJHMG2tmMsTjjoOc/4V7P8ADnwExje8v4ngtvLCwRyHbKSxDF2H8OcLgen1rqrbxDompzaffafotpLrN4QTIYgkkLEZJY43Z9P0OK5fx34k8V+CvETTwtbjTLhQsLmEurHq2fmHzE/mB7UpaoaJfin4VvJvDxSwbzEjk85leU7jgEc56n0+lePWWraZBp8drNocUkmCHuPNIfk9hjFev+HfFeseMZJbY6fHcQCEO92rGFR2KYYYZuuBux15rP8AEXwstdQE9zpDi1vo1Bks3ACZ2g44+4Tke3vRF2VgaueXrYaJfR7ba6ltLnstwcxn23cEH8Me9O8HW2fGukRunmD7WgYDkHDdR6inv4Z1lL6SzOnTmaLllX5woxnORkY716D4G8Carbr/AG1Fo5vZUBMMksyxQjjqu4Es3vjA7ZptuwlGzPTUBlhDBM7s9Ovpn9Kqajd/YLC4u3UMIkMsmOQy9SPyFJpGptqdluWza3kjbZNFIw/dNgHtwQRjn3rmNenHiSVtJsrwW8KA/apUwfLHK7DggZYjkdh9a5ram7eh4TeSJNdzSIu1XdiF64BOf/rVFHKYnDrjPvXouvfCm+sNHuNW06+stQtrdd80cDfOi5wSV5Bx7GuBjgQgEndXVdWszKFOU37pYi1GSRlTYvuaW9JkgP1FIphi7qpoN5EvqfwrFr3rpHpxl+6cak9yhg9NpHvTvOlUY3kD0qyb5e0f51DLcRy9Y8H1FapvscEoQivcmQFmJJOD9KKSlFaHKFFFFACUUUUAFLSVYtrO5vJRFbQSTSH+FFJNAEA5or0HQ/hF4h1QB7pFsoTgnzeWx7CvVvDvwt0DQlDyQi8uMffnHT6CgD5sW3mYZWJyPZTS/Zpx1gk/75NfXaaRpyJhbK3A9PKFNbS7D/nyt/p5YpgfNXgO0kPjTTTJGwUSAnINfThGKhXTrKMh47S3RgeCsYBFTduhx60AMJxzQeme9Lgd8mk6HigQwnpzSHvn9Kd3JI5NN4xQAhPbmmNx+FPB5yOaYTlSBQA8cc804Dk+1MGe3Wnjp05oAByOeacD7cUgPOMcdqdnGRjrQMBknipBg85PApg49acMcZ60CHjn3pc4I70gzmnKeOe1ADh175pwpvU/SnD7oPc0APHp707OFPJHNMBweSaepz07GkMeOQDnPvT8ZAqMcAipB0/pQAq44HSn8cU0etKg45oAy9W8L6JrkTR32nQyhhgsVAI+hrzTxB8BbGZWl0W+aBzk+XNyv517IMZ5p4xn2oA+I7+zk0+/ns5seZC5RsdMiq1dF46i8nxtq6dALhjXO0AFFFFAGpoFh/aGqxxMP3S/M/0FaPjC88y+it14SFBgduak8H4Vrpv4tq/zNM8U6fK1wLuMFlK4bHYiuVzXtrM9CMP9mvHqczTkVncKqlmPCgdSfam9OvWu2+EyWz/ETTTdWv2ra/7qHsXPAY/7ud34V1HnmtpXhzxr4c0tdRTTtTsR5R/e286xkoTn5sEH061GvxM8QxzoX1PzZofkBmCMRz0yoUnkepr6rkjSVGR1VkbIKnkH61x/iPQPD9nozBrO3gwu1FCDDY65HTGOp7VnYtSPA/FnxV17xDpkOnyyLbxgfvHhPzSf4D2yaveD9PbWNHtVurDyNCs51kuJRnN3IDlUU49eprc8MfCjTdf8UXWqTJJb+H4dpWHO3zWwCcf7FbHxH8XaPHobeHNEjjV4SBEIRhYyO/HAH6+1N6Di7Hm/ijVp7zx3PqGlTmB45RHA0ZxsC+47DJBB44ravPjHe3sdrDfadZ3cVtMZPMdDtlwrKpKZwOTu4PUCuNngkttMWWRvnusiE9CV/jb6Hp75Jp3hvw1c+JvEdppFmdrTPl3HSNByzfgOnvUXuzpjQbg5vY7y48ZXut6GwtvEtpo1uF/eQWli8bfTcGJzz2NV9I+JNrounxWkVjc322MK1zO4WRz69+B2GTgU7xxa6LYahb6Bo0CiHS18uaYjmWUgZ57gdPqT6Vy726SITEg3DquP1FS3qYpXVzor34l2smlarBDpE/2q+VszvMPkJ4HYnAH/AOuukt/iZfT6ZZaDHpstpdm1Hlx+WQrgL22kkjv2+teUXSDynXbyRjAHNbOn2viTUtTj1KzNnHLBGsMby3JARduMYzyPwrSKJbLUHjAbr+S8vLi2mSIf6NGdjSSoxXaSBkcODhSPu9cgV6D4S8L2stos949pZQzfvfKcKzYIzyWzk9MngZ9657QPBF3b6m2r6hs1a42uDCsZS3ywOS7EfN1zwOtZt5rmvaC62zziOZQB/pcazxSY9C4JU/iR06U+QnmPeotK8N6JpUsrR2EFrNGIprlgiCVTxgt0Oc188fEr4e3HhGeO7tMT6JOx8iYdYy3O1iOvsa9E0GDW/FOiXllDrtirEZmsJrGJUfB6naAR0HI9jXIeKdevR4V1nw1fh0ltPLbymYOF5wMN/EO4P/66bsOMnF3PIpI9j9eKZx6VJJIGAXHIqI00FTl5tAPSkpRzS0EMSlFJRTELRRRQAoXcQAMk9q6bQ/h/4k17a1pp0iwsf9dL8oxXRfBaxt77xjILiFJFjtywDDIByK+jwioCqgKvYDigDxzQPgZaxBJdbvTM+cmGLKr+J6mvS9K8O6TocKxafYwQqO4QZP49a1SegpuBnn86YDSfXd9M0wk8knpTzwOtNPBzwfWgQ08jJOaYTxjjNOYDpTTg+2KAG4yOcCkP3aDyTngCkyfwoAae1NPUjFOOfXimn360AN/Gkwe9B60mc89/SgBv40hxg0MQfekfGOM0AKvFODevP0pmDThgd6AHg5OePwp2OcZ5pg44FLnpmgCQccHvT1BI9xUfJyDx6U7HBPOaAH9TmlUdBSDI4p4wV6UAOycD3pRjsaaDkgbSKeCOKAHA/TFP78d6YOPanqe9ADhnHNPXGaYDn73Sng5XPGKQx/PGacOAKZ+dPHI5zQA8U8E49BUS8DOTUmRtzzQB8g/EAf8AFdav/wBdzXNV0Xjp9/jbVm9Z2rnaACiiigC3p1/Lp1yJozx0ZfUV08fiSxmQCUlDj7rLkVxtIeorKpRjN3Z0UcVUpKy2OpnutDkJdlUk9cLXefA6GxuviDcXMEOwQWTbPUMSAT+Wa8bxkivTfgVqa6f8QBHIcLcQNH+PWnGnydQqVnU3R9U9cj3rg9ahj1vxXJbXLsNN02JZ7kdpCeVj/EjJHso7121vOLiDzFP8bL/3yxH9K8x+IOty6fe6zb2gVPKsY52IHLSOSqk/Tav5U20kYR3Oc8d+P5Lky6PopFpYxn99KhwSe6D0rjp9Jg0LTY9T19Nnn/NaaaTiW5/2n/up+pp/h+ay0fTbvxXq8YufsbiGxtn5E1yR95h3Cjk+9crLeX+v6pLq2qytPcTNklzwB6AdgKhySV2dmHoutUUIoLq8uNSupLy6cGVzwAMKgHAUDsAOMV6d8OtnhPwLrPi6WMG5nP2WxJHJOcD8NxyfZTXlskPlqfLYjdxjtk16n47P9kad4a8J25Cx2VkLidexkbjJ/HefxrOPWR24393GNE4l9wADuzvnLMxyWY8kn3JqDc8bh0BDA5XHXNS3DFF+VdxY7cZx171J4k0q98OX1zp16YxcIiEPESVw4BByeuM/pSgm9Tgk0lYsWmj/ANtxPdwLtuYzjYOkjeq+/tXs/hfRbWwsbdPIXARSSUyST1z+NVbHwPqsEsF1bSWaWSQRxpbbcllUZ3E+vvnNX9Z1e2ltDbcWt3GdjRshJJxxxkc/zrqiczdzotTvtPtdPYzSxx7ByOuPwHNeM+NRY6hKwlUERDzBDuGXXr8xHCL3JPJ7DNZeteKlt1eAxXVztyNk0ghQH6Llj/30K5bT7PxB8QdYh0axCJFy5hjXZFEgOC7HqSM98mndbC2PXPhT4auntL7xZq94zQX7O8cKjarpz8zD0/ujtmuP8Vaet5rWoQadGk7zWDb4DJyrbsgr79/xr0rxDrdto3h+LQdNjbFpHHarEVI3tkJGo9Rnkn2NTWPhDS/CGhXV/fuLnVrlGa4vJDgljyQo6AD+lQ+5S2Pk8gqxVwQynBB9aQ1b1SWKbVryaAkwvMxUnuM1UNUQA60tJS0wEooooAB1paQdaWgD1P4F/wDI2XXr9lP8xX0Kfwr59+BAH/CWXhJwRbdf+BCvoNuRyc0ARkn647U0nHXp6U7ORTT+dMBpOT6U08g048Uwngc0CG9ScUzqDnp2p5II603Bxk8UAMOelMJJ46Ypxz3GaQ4PpQAwnnpxSZHXqaU+mcU055waAGnqDyKadxHHFO7dMYpCTjHSgBoPXpTSD1p2RSE5HtQAo44NKDn04puB607djjPNACgYyc5FPAPU+lM/SncjBxQAoweB09xT1OOO1N+6acGxigB4Pf1p4U56VHxnByDTgWzyaAJB3HelU9SO1NGAc4pwxggAfWgCQdKevTvUW7B+vapFz0PSgBwJ+uacqnA5pvOeR9KcByBSGPGev4U9c5HWowMHHvUgxgUAP6Y9fenqRTOnrT1OcZz+NAHyJ8Q4xH481ZRwPOJrl66v4kf8j/q//XY1ylABRRRQAUUUUAHStTQr6TTb+K9gP763cSgZ+8B1X8RmsupbeXyZg3bvSZcGk9T7C+HutrrOhzSeaXxMZEJ6lJAHBP4lh9Qa5L4iWUGoalczwXUCRzWrQzyu2FUYypz04YfrXmHg7xzZaDo0tpd/agwJVTCNyNHksFIPoSfzrmfFHi678SXO3DQ2Sf6uAN19Cx7moepTjysbqN29zp2k2AkDRIZZGCkEFy55/LFXkiCRAAYGKxjFEPInhPAwrDoQcdMV0IX92uf7ormrvY+iySmuWT6lOYBHiYjgSAn869D+JMUo+IM0z8xXNjC8Lf3lGQcfj/OuCuIPNjK+1eiWd7b+PvB9pp91KkHiDSl2wSPwJlxgK3sQAM9jg0U3eLTIzejKNVVLaHC3SGSJ4wdpZSAfet7x/d/29omh+JuAl1a/Ybzb/BMvr6dePpWPcpJBLJDPGYpo22SIeqN3B/zyKfp2qwWNld6VqkXm6LfMDKAfmgftItXTdjxamuqO38L/ABiks47eDWZVVI4FhH7slWIP38jkcYHNQ/ETxJpmqeIbKTTriOVp7TdJ5bZ2spyOR14zXk00S28jiOZp7cORHKwwXXsSO1WfD8UH2yZ3BMycqOwB61umYOJ2OlRW2r6hvuJsXUGGRBHu85e4bPy/jWX4P8Wj4deObu4uIGntXR4JUQgsBnKsD0PQDPuaNMkhs9XWS4BKj5AhQOHLfKQc8YwTVTx5YLHfxznGyRMZGCFZeCOFA6FelcsZuFaz6nRKKdK6PXNIv31zULfxVcQXTaHazGRWEPNxM2QHCnnYuTz6k+lWdWgv/iFq9xbwXS2mj2Tj7TK6/ePXywPcfe/KuD8C/EOceFB4T8mee/HyWkMcZdpO4UHOAB1OeMCup8W6r/wgPgSHRwyG6EeZGU8y3DcsT7DOa6bHMeR/EeHTYPFUkWnCDCriQwcKT247HHWuQp8jvLI0kjFnclmJOcn1plWiQpaSlpgJRRRQADrS0g60tAHq3wIBPiq+P/Tr/wCzCvoInI9O1fPHwLZh4wukBwDanP5ivoZvxoAbgjIB6etIxwO2aCTt4pjdSfamINxA471GelOJ6Uwk+340AJj8eO9NJ78/jSkZprHkcUANOMim5zn/ABpWyOnemDqaAGk8ikODTieOR+VNJPTigBp6HFJnJ9aXAFJwF6/lQA09z3FNJ45pSDkHB/GkJ/zigBwHIxxRnr05pmeoBp+RkCgB4PH604Hjgn8qj/i/CnAemaAHc9zTlPGCKQfd60ooAeDzg07J4pgp+eDxQA4HjPenqxPHFR5GBTxxQA8AnkjoadkZNNpR/OgCVTxnHNOXP4VGp68U/PGB1oAkzj1/Kn9TjqDxUQPHWn59KQyQdMcj2p64xg5GRio1I6d6fnigD5H+Ihz491fnP781y9dF47ff441c/wDTw1c7QAUUUUAFFFFABQKKKAHpKyHA59qt2K2z3OJVcgjhF/ibPSqNOjdonEiMVZTkEdaTVzWnU5ZJvVHY/wBlRBo0lOHI3Y7fQVfMeAMdBxXNw+IGkjVLotvRsiVRz+PrWxZ6xaXXyPIqSe44b/69cFSEj7HBY3CNWi7NkglR9wGdwPTvTHkmsJUvbSRobmIjDoSM+x9RU9xZxTnJYo/Yg81QntbpI/LW4G31btUQ3NcXd05KUbo3PGF7bahf2t1ZOs3mwqbkorKqsuMcsB2OO/3RXN3OqQrKUVS46ll45/GlE73KNNcMZCq/c6DlQ2cfnUdxJDDK7uyBQduAM5HH/wBeupbnx0tNBsksc8J2HdxyuMEVS0++EGsREn90fkb6Gq09xGXEkBO5e+MVUZ2kdpMYJ5GK2SMHI7m8Uljn6102raNNr3hm3nhsr25McXmxG1TewYr828kk8sM8DtXLWlx9t02GXGWI2t9R1rt/B95aHwpc2lxfS2Ukc5ZJopTGAxXKM+OWwwbC9OAO+aylSUmn2NI1OWNjy7w5rkvhbxXY6zBGJHtpcmM/xAggj64Jq94+8UjxVrxuYTIbZFwgfrk8sfzrDuQyXBZ+SGyT755qk4AkYD14rdGNxuaKKKYgozRRQAUUUUAA60tJS0Aeo/AzP/CY3P8A16n+Yr6EI+bNfPfwMJ/4S+64/wCXU/8AoQr6DJ560AJ1zzmkOCKGPPFMPP4elMQmc/lTGyOtOIA9ajY8ke1ABg98Z96YwxTy3XNRseuaAEzTcnH1pT06A0wk5AoAMgHnBpoIxSscHj6U0kLweaAEPHJ5Bpv3eKUmm5oAQ+uaaSQp96CR+FITx1+lADhyM04HJ4+vFMBOPpzSjrQA8HBwefpTlJzUfOeKcp96AJBknqKdnHpUeeeMYp4Oeo4oAeMYPNOGM89f51GBz1qQcDmgBy9hxTlOaYGp45oAkHNKOQeeDUYPHanoR196AJMgAY6d6ep4yelRqQeT/On8446d6AHAjPPWpRUAx26VIDkDrQBKT2pc/LxyajB5qTOATntSGfH3jH/kcdW5/wCXhv51h1teLju8X6qf+nl/51i0AFFFFABRRRQAUUUUAFFFFABS9DkGkooC7LsGrXcKbA4Ze24ZxTZNRnmcGViVzyo44qpRU8kexv8AWa1uXmdi9c6jNMxCARL0wv1OP8+1UWJY5Ykn3NFFOyMXJvcTHJpegoopiOh8OXJYTWhP+2v9f6V3ngPU/wCzfEjxO0QhuYGB87GwuBuXJP3eQeeteU2ty9ncpPGfmU9PWvQvCOv21pq637QJKmwpJD5qK2Cf4d3QgjuOmaloq5U+JOhWmj+J51tb0ztOTLJEVIMRPOMkAHOeorgWzuPtXonjHW4ddvI7jU3ggFurARQTefLLudnxkcIBux82OOmelcFczLPO7pGI06BR2H19aaEyCiiimIKKKKAFpDS0hoAKKKUUAeo/Az/kbbr/AK9T/wChCvoI849K+fvgaP8Aiqrw/wDTqf5ivfyeTg0ABzjBqM/L/jSknv8AnmmsMUxCHOKaRz159KUk0wk4/wDrUABAGaYTkc9KU+/c0n8JFADCcjIpCOKOc8Gms2OOMmgAz+lNz1OOtGT0zn6UxuvHpQArE9M0zIPc80owfrjnmgkkccUANPGD2zTT+hoJ9fxpC3y+1ACgnFO3DH3sio/qDnHWnDjjigB4OcHNPzxx+lRg8ZOCaUHtQBJnjnp6U4ZAyQKYCMDIFOHGaAHgnAp5PPPT61EPf9KcDwQRQBKO1PB54qFSMA+9PDcetAEo6HH86UE8A0wMCBT/AG9aAJAe2evanAjOKjzxzTskjigCQfe7YpwPHHrTM9c9KVT70AS5OelPz8rY6YqPO7HFBIKMDQM+QfFhz4s1T/r4f+dY1a/ikFfFOpg9ftDfzrIpAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAA60ZoooAKKKKACiiigBaQ0tIaACiiigD1P4G8eKLvB/5dT/AOhCvfick/4V4F8DP+RovP8Ar2/9mFe9Z64oAUnI57UwnHf9aU47ZphPB9aYgPHamMcLjNKxz17c0wnIoAXtmmZPfp9KD1wc01iTQAhOeOAaaff9KCQD603igBCccUhPHaj6CkYnbyeaAAnp1/Koyc9xS5OOaZ36jrQApJz1FNJ68/rS5PpTTzmgBQ2Tz/8AqpynPNMzx9KXIPfvQA/p0pR14pgPWnA/gaAH5Hbr3pwbgc0wfXk0oP50ATEnAA/SlBORgd6jHvTs8f1oAlB45OaUEe1MBx1596XPTHSgCVTTwc1COvpTweaAJASTxTwajBHrTgcc9qAJOuTjFOXA69cUzgkYpVbK0ASA/rTxkg+49ajB49qcSNvHoaAPkbxgMeL9VH/Tw386xK2/GH/I36p/13asSkM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", "path": "002988.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002989
Men Tshirts
{ "bytes": 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", "path": "002989.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002990
Men Tshirts
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", "path": "002990.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002991
Men Tshirts
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"path": "002991.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002992
Men Tshirts
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", "path": "002992.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002993
Men Tshirts
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", "path": "002993.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002994
Men Tshirts
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", "path": "002994.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002995
Men Tshirts
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", "path": "002995.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002996
Men Tshirts
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", "path": "002996.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002997
Men Tshirts
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", "path": "002997.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002998
Men Tshirts
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"path": "002998.jpg" }
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
002999
Men Tshirts
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", 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