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.
000100
Men Tshirts
{ "bytes": 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"path": "000100.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.
000101
Men Tshirts
{ "bytes": 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", "path": "000101.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.
000102
Men Tshirts
{ "bytes": 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", "path": "000102.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.
000103
Men Tshirts
{ "bytes": 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", "path": "000103.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.
000104
Men Tshirts
{ "bytes": 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", "path": "000104.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.
000105
Men Tshirts
{ "bytes": 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", "path": "000105.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.
000106
Men Tshirts
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cKcpSuE6kYxsdJqfw/wBJ1sefmS1vWALzRHIY47qeK4jUfhxqds8g0+5tdQ8sndHG22Uf8BP+NevW74AGetPuLa3uSPNgjkK9GZeR9D1rocEzmUmeXeH/ALRaWyQ3drIk8Yx5UoKEfXNZ/jTUfFUVnEujpFhztcpyyenXtXaeLbX7Ff211EuI5U8s4/vDn+R/SsS4mxbE55xUNWOiMnJGF4S8Py3Mv22/Y3NzCFBMjfxdz+dd1qLSWukTTE7pEjYqqL3x0ArnF17SPDOkKbq5Jncllhj5kc/TsPc1zN/4m1PxLbt5Uz2SJyscLnJ+rdaFByJnJR0ObcSCRxIGWTJ3Bhgg96VT0qlaSNvlgfezoSSxyep7n61bB5qGraDTvqWUPFWYmqmrVPG3NSM2LU9BSXbZunIxxgfpUVo4LDmmzsDdSd8tXNX+E6MMveGM2HY966f4fH/isLYY/wCWMn8q5Xdktha634fk/wDCXW4wP9TJ/wCg1jR/iI6a/wDDZr+Jgf8AhJb047rz/wABFY+5lHysMn3re8Spu8Q3ZLFRle/+yKyDBGQR5qYPqa65v3mcMfhRW82XPDfrTTcOOuPrmnuqI+0Mze6jIpogEmcSY+q1PMUNNy4OD0/ComlLH7nFT/2c/VXQj0FRtY3C9FP4f/rouBAZFB5QD8Kcp82RY0jZmY4VR3NDW8y53K2OvINdf4L0JDGmrTjdu5tx2x/e/wAKcVcTdjpND0pNJ01IMDzD88pHdv8A63Spr6XZCw9RVpnCg1jX1wDkZ4roS6GaMe54GfTmsa48EP4vtts1z5FosoLnbuLcHgfnWt5L3t2lvH9+Rto9veu1t7WOytI7aIfIg79/ertYmcrKxxPhn4WaP4Yu3u1uJ7svCIzHLgJnOS2B/kV1C+G9MkG7yCueyuQK13XMWBShgBiq3Mk2tjOtNJsdNO+GL5scMxyRS3kUeoWs9rcRh7eZGjkQ/wASkYIqxdPggYpkf3ST0osDd9z5L8SaHqvw98VhFZ0MUhktLkD5ZYz0+vHBFdfpvxL0u9hVNRWSzuMYYhd0ZPsRyPxr0/x5pNjrlnY2+oW4nt1vowy5wQHBUkEdDyPyrzbxP8GbLTrKbUbHXRb2sa7mS9Qtj0AZeSSeAMZJNNwUlqOM3HY1ofF3hwIW/tm19cbjn+Vc5deOdHv5jcX8skllE2YNPiXc0pHR5D0A9Fz9ap2HwV8V30EM7fYbZZUDbZ5iHX2KgHB9q6HTvgFPvB1XW41T+5Zwkk/i3H6VKppFutJnF+IviJqmuRm1th9hs2+Uxxtl3Hozf0FdJ4B+D93rXlajr6y2enHDJbfdlmHv/cX9TXqXhv4beGvDUwntLEz3Q6XF43msv+7xhfwFdsgxzVpJGTberKsGj2Melppq2VuLBE2LbGMGML6YNZw0GXS8f2Wd1qP+XORvuD/pmx6f7p49CK3tzZpyg+tUpNO6E1cyIJo7nI/eRSIcMjrtZfqP8irqbcYPP4VZeCOUfOoz69xWRdmewYyyndb55mH8A/2h6e/T1xWinzbmbi0aKsF+6SD7U9biRTg4P161mGRgcknpwab57jncfxq/ZXJ5rG2lwjHBO0+jVKDmueNwWHzHNJ/aEtupKSZH91uRUug+hSqHK/GzWPsPg5NNRsS6lMI8f7C/M39B+NeZeD7XM3mYwEZUH5810nxLgvvEWoQXsah1to9kcKnnJ5J/Hiqfhu0aztbcSKVbIYg9ck1yVIvnSZ20rclzT8Y/8jdqf/XUf+grWHW14yP/ABWGp/8AXUf+grWHmspbkrYMijNJSVIwJpp60pphPWgCzZ2N1qVx9ns4HmlIztUdB6n0rtfDfgJLu3ivbiWOVGJwGBK5BIPy8E8g9SPpWp4FsY9K0yK4dQJ7ob3b0H8I/r+Nb2iSCzvdT0xuBFObiH3ily36NvFbxprcylPoWYdJmgiWJdSmSJeBHDFHGo+gCmrCWUacs88p9ZZS36dKt5BXI6UnUVpYzbIsrScUMvNMwR0piI5Yw3Tg1g69o1lrVpJp9zs84p5kbAAyRkHh1+h/wroDnvWAjF/HNyBnEOmxj6b5WP8A7KKYGRodrZ39tJDc6fDHf2r+VdRrkDdjIYf7LD5h9cdq2YtLtYWBitYlPqE5qtrsUml3kfiG3QkQr5V6ijmSDOc4/vITuHtuFbaTLJEsiMHVwGVlOQQehHtSsgu+5g+IZZrewjgtTi+u3FvbZ7MerfRVy34Vc0ywh0qygs7cHy4UCAnv7n3J5/GqGmhta1ifWW5tog1tYjsVz+8k/wCBEYHsvvW6IyvNAXKVzePbaxpfPy3DSwN9dm4f+g1vQybjXNaxEZLnSGUcx36N+Gxwf51uQuAooGSatp0OrWLW0xK87kcdVYdDXkvjC01XRNOvBbPFLcxLkKOcrjOfrjnHsa9g35xisDxLo0195dzZxB5WxDMgxyv8L891P5gkUmilJo+WLK7uL68JkaWa4lPJPLMa9U8M+DLt4xLfTtFvGPKiPOPc/wCFQ2nhqLStcvVW1WGXzWGCvI5/l6V6fpEKy2UbDGQMH61Ep20RcY31Z5NrXhy78JRG0F281ldzNMpY8kgDhvUjPWsVWr1r4iaU154a+0RjMlm/mHH9w8N/Q15AGxismaFlXIHT9amSTnmqYanh6QGvbygEc0/fvZzn+I1mRTbR1q7AxaMMO9cuIVonXhviZLkbWPvXXfD8/wDFYQY/55Sf+g1xucZBPeuu+HjZ8Xwc5/dy/wDoNYUf4iOiv/DkbHii5hHia7iMqhgVyPMAI+Uds1liUOeJAfT581y/xIdh8QdWAt92Gj+bA5/drXKGVl4MLDJydortnF8zPPjLRHqwAI6H86RlP+2B7NXlS3cqt8omGOnJFPGqXCIf9KuE/wC2zCo5GPmPUDCfV/8Avqm+S3/PRvzrzIa3fLgreXI/7aGnyeI9TSP/AI/7gEDnLU+RsHNI2/GWsJbeTpKXLq05H2hs/cj9Px/lXvmnTQy2EDQbfL8tdu3pjHGK+QdQuJbqV55pC8rnczHqTXd+APipLoESaXqweSwHEci8tF7Y7r/KulUuVKxh7S71PoC7mwCM1hXMmScZpLbXbHV7UXFldRTxt/EjZ/P0qjqd9bWFs1zdziKBCAzntk4H6mqijS50Hh6z5kvX/wBxD/M/0roJG59qoJKtnCsIgIjQbdytkVfbDLntVGD1dx27MdNQ5IFMDcEZo3AITmnYRXuGLzcHpTyT5XPGahUFpc9qkmcBQM1VgMfWrP7TpNwFcIy7ZFcjOGUhgfzH61lafp15rl/BqGsQxwwWvzWtmr7wJP8Anq5xgsBwo/h570zxJqMkl0dNinkjwqttiYK0hznG7oO2fausskY2sTOPmKgnigCbZtAGKTHNSEc03FCARRzUwHApEAqXAxQAzFSDGKYaC3GKQA74PWmSSBV2kAs3Y+lIPmb5ug5NQhvMZn9en0qkhMybRltbu606RcrDtkgP/TJs8f8AAWBH0xU0m3+Hr6EVjeML3UNKutLvtNso7yWR5LZ4XlEe9Su8YY8ZBQ4+tY4+ImnQER61p2paRJ63FuWj/wC+1yK6KbMZLU6iQ8HAOaz7q4KoRnpTLbX9I1KMPYanaXAPQLKM/l1qreyZBG8VvzKwJGRdfvHOTVZIQ0qAg/fBH51ZePkkHIpYIyZUOf4hx+Nc8rM2V0ZfjL/kcNT/AOuo/wDQVrCrd8Zf8jhqn/XUf+grWF3rzZbm62EJozQTzTakYNQkZmlSMdXYKPxOKQ5rQ0CD7Rr1nH1AkDH6Dn+lVFXYm7I9WSMJbrGo4RQBj2FJO+2Sw1RTgx5t7j3iY8E/7r4P4mpY1ylU7nTrfU9PmsrppRCJR5ixyFNyHsSOSM9u9dZzFqPxbpkV3LYRvPe3ER+dLKFpynsxUYFXY9ZMzYg0vUm95LfygPxciqOjQw6dFbwW8MduigxtHEoUbgcE4H0zW1LLdHPk2qt6F5go/kTSAfE0silpIfK9i4b+VO24qmU1mQcT2NuP9mJpCPzIFQPo17P/AMfGu3xHdbdY4R+ik/rQBpFTgnHHriuXt9R0+28W65LdX9rCFitolMkyqOFYnGT6mrzeENHkObqG4u29bm6kk/QtiqGh6BpEWr64Y9LsgkdzHHGPIU7MRITjI4yTTAsz+LvDSgq2tWL542o+/P4DNcql7Ekc+maVf3Mmlyf6vyrKR5LdT1RDjkeh/hz9K9ES2ii/1UUcfsihf5Vw2rXMi6zeSXCOZ0kVLN1cjYhUZI5AyG/MGkM3bS88q1igtNE1BIY1CIGjSMKBwOGYH9KtpPdt1sCg/wBuZc/kM1fh3PbxtJjeVBbHTOKGTNAik8QcozICyMHAz3+v41G016jYjsFbnqbhQP5Vf2Uj/KhzTAwdR1DXrC0uLxY9KeGCNpWjZpQcAZ4bpn8KZZa34jvL2S0XTtLikjgimdnuJGC+ZnA4XrxzT/EQZ/Dd6mCTMqw4H+26r/Wp9J/5DeuzkHBuI4UJHVUiXp7ZY0guY3iHStRAGrXk1rJICsbrbRMoVexJYknnirmgzgLs6CtTxBqFpp3hzULy+BNrFAzSADJI9vfOK4zw/qkc8EM8b5SRQyn2NZTRtTdzvJYo5YWSRAyOpVlPQg9RXgfifQ5PD+tzWhBMJO+F/wC8h6fiOle7W1wJEHPauE+K9xp0Ph1GnZReiUG3H8WP4vwxWdjTZHlm6gPioEkEiK4PBGaC/vRYSdyx52BWzb/8e0WPSubL10NuB9liOT90VzYjZHVht2TjJP411/w8/wCRvt+R/q5f5VxifeHPeuw+HZB8Y23r5Uv8q56P8RHTW/hyJPG8hXxVqEgtLedI3QMGXLfcU1z5NkJ4/M02FopsbWUYrW8bzxt4y1WFn2MGTB9f3a1iNKXxmVA0fRf4TXpvc81bErxaUkzR3GnmMZxlc8UXHhqzuc/Z5JrZuqFkLL7VWF2JXErGN0bgq3OK2IYXMk3k3YUGMMmJD8uB0HrSGYsMFnb2d4mrWeLq0O5mRtokX1GfauEvLn7TcSsoKJu3Imc4Fbni3Vbm41DyJ7vzzEgVm/UAnvjNO8HeBNU8ai8eyljgitY/9ZKDteQ9I8/rnt+NaxS3MZyvocdKxxVU85rU1TTrvS7+ayvreS3uYW2yROMEH+o9+9ZzAVZmPs7+8sJfMtLqaB/WNyM113hLStV8feIYLK9vrqWyiIlupHckIgPQdtx6CuLA5r6Q+G+mjwv4YiglgAuboie5LL3I4X8B+pNFrjud3LIqQlV4VVwBnsBxWhHJuhjOeqg/pWJcSQzQv5b+WSp9xWrACtrEOpEajj6UrDbJA+c1x/xJ1/VvDvg6e/0iNDMsio8rDd5Kk43gd+cDnpnNdYh61Uv7KDU7G4sbpBJbzxtHInqpGDTEZHgbxZb+LvD0V/HtS6TEd1ED/q5Mc/geo/8ArV0Ug3GvmrTb/UvhR4+nt5A0kEbeXPGOBcQHlWHvjke+RX0hpt7a6rYW9/ZTLLbXCCSNx3B/r7UDuVotItTdSyvaRtPKSXlKDkE+vfgAVr9BilQc80vGc0ANHWnYzSfSnjpQAAYpw6Uw4pAeKAFzTXOO9G7FVppPmVR1Y4oSAfK2Itg6uf0pPuqOKRT5s5bHyrwKR3y/FUhM5f4gFI/CwvJB8trdwysc9Bu2n9Grh7LxFbTr5cF+QD/yzZ8qfwPFd58QIRcfDzXkP/Pvn8QwNfMUkFxC/BYc8EVtTquHS5DimewXGlaLqLBrjTdPkkP/AC0WPy2/NSKi/wCEWt4xmxv9Rsz2WK7LKPwYGvK49S1OHG2aTjvmrsPi3WYMD7Qxx2IrX2tN7oXJJHoqaP4hS4CReIcp/wBPFsrH9KeG8R2moxWsl/pjyFh8ksDRkjPUckH8K4VPH+phdrqp9wKsp45fUvItr+AblkUxSr95DuHH0NQ5U7aDXN1O38Zf8jhqn/XUf+grWCTW74y/5HHU/wDrqP8A0FawTXly3OpbAaSjPSkzUjCt/wAGReZr2/HEcTH88Cufz3rF1rxJqXh25tZdLujBI+7fgAhgMcEGrh8RMtj6LgHyjjioZALe8Dt/qpRsf2z0NeKaJ8dr22KxavpUVwmMeZbtsb8jkV2dl8ZPB+pp5F3Jc2Ttx/pEWV/76XNdRz2O1J8uYNnnf831xg/yrchlygri7XXtM1Exmx1C3u1bjdFIG5HqOvT+VdPZzbkHOaGI1Ac0tMjbIpzOqDLMF+pxSGDDNY+iQ4uNXl7vqD8/RUX+laEmpWMIJkvbZAP70yj+tYVl4o8PWSXhn1rT4913K/zXCdCfrQB0mysnV9H/ALSiaLbGQ/8AEeq1SvPiH4TsIIpp9btvLmBMZQl94BwSMD14rAvPjX4QtlPlS3lyewhtyAfxYigDvkiCRqg6KABR5deQ3Xx+slJFroNy47GWdV/QA1k3Hx/1E5EGhWkfvJOzfyAoA9zKgCq8qbvwr59u/jp4omUiGDT4PcQlj+prCuvit40uuustED2iiRf6UDse0a1JcXGui2jinkit8tJGhI8zHP09B+Bqx4bnl03SGh1nVY5plkZvNmkVTtJyB+HSvnDUPFOvaiMXms30w9GnIH6VjMcklvmPvzRcLHvnxd8VWUngk2Vjf2073VwkbrFKrEIPmOcHpwK878M+O4NH0xLa5SSQxkhCnp2FefuctgAD8KVPfmk9RrQ9TvPjNfiIxaXZxxEjHmzHcR9B0rhL/VdQ1i9a81G6kuJ26s5/QDsKzAOanTtSSSG5N7mzY3WwiNj8p/StAtzXPo+AMVftLhmbazEhvu5qZR6lRlrYusa6WEj7LEAf4BXLOTg11UP/AB6w8fwCuHE7I9DC7sdGfmX612Hw6J/4TG2/65S/yrkEAJXA5zXX/Dn/AJHC2/65S/yrno/xInRW/hyOS+KGoG2+I+sKp5DR/wDopK4z+15mfO84znGa3vi4+PijrY/2ov8A0UlcO0hA616zR5S2N1dVdFKBjg0+LXbtGBWVum0c9q53zjip7Ni7sxPA6UJCbsjQSOe/u1hhVpbidwiIOSzMcAfrX1X4O8OReFPDFnpUYBkRd08g/jlP3j+fA9gK8q+CfhH7VdSeJ72PMUDGOzBHDP8AxP8Ah0HuT6V7e74FaIyOY8Y+CNH8YWYW+jMV1GuIbuIASJ7f7S+x/SvAvEXws8T6JO3lWTalbZ+WezG7j3T7wP5j3r6ZmmFZ8qq7ZJqkhXPnvwZ8OdZv9atrnVNOmtNNgcSyNcLsMmOQqg8nJxk+le6klVLMBk81dSESBsHnpmmzWwjhLynAA6mq0QIwb248hGO7aMZye1dpB/qEH+yP5V454o8V2Mer2mlpJ5lzNcJGsKHJG5gMt6V7OiYj57cVDYyJcjOe9PRMnOKNmWqdVwKQHmnxh8Hf25oI1izi3ahpyksFHMkPVh7kdR+NcJ8I/H66HfDQtTm26ZdPmGRjxBKf/ZW/Q819CsAeCMg9jXzH8UPBh8K+I3ltoyNLviZLcgcI38Uf4dR7H2oGfUC96GryP4V/Eq3utIfSdfvY4bmxjLRXM74EsI7En+Jf1FZfjP43NIZLLwqpROjX8q8n/cU9PqfyoFqeo+JvGmh+Erffql2BMwzHbR/NLJ9B2HucCtDRNZtdf0Oz1W0J8i6jEig9V9QfcHIr49ubq4vLiS5up5J55DueWRizMfUk17l8Dr3VF0e9sLqyuF04P51rcuhCZPDICevY8e9Az11mwuRVdpyp5qTdu4qrMwwVqkJlmOQPnFU5ZC12qgdFJzUcczRE7etN05w8k91JyN5VR64/+vmhgaLFbeDn7xqCIM2WbvShJJ5PMl49BUwTsBQmBkeLY1bwJrYbp9kkP5DNfOQWOUHNfQvxEuhY/DvWiDybRl/FsD+tfN8MmYuOoGeK2ove5DLQt0HUcU17GJiPlHNOjnDqhzwRU2eOvSuhRixXZVOmR7jhaItJiaaLaMHzFI/76FXVchqfER9qjKnH7xf5ih0422FdnbeM/wDkcdU/66j/ANBWsEkYrc8aHHjLVP8ArsP/AEFawCeK8V7nYth2eKSkB4pM0hinrXD+Mpd2pwx/3IQfzJrtq898USeZrs/ooVf0q6a1JnsYzj5Q1KQJI93cU4ANGRUcR2sVNbmJc0XVptD1m11GAZkgcMVzgOO4J967W9+M3iWfKWIt7FO2xd7fm3+Fedv1NNU80BY6u58eeKr7IuNev2B6qsxUfkMVmPqN9OSZby4kJ675WP8AM1nKanU0ATb2bqc/Wp7SBrq7it0IVpGC7uyjufwGT+FVhUkVw8HmFOC6FCfQHrj+VMRtahdR3kV1eKmLaPy7O0U/wqOfzwCT7tWIZMVp6sn2PStKsiMSPCbyUehkPyj/AL4UH8axjzQA4uT3pOTQBUgSgBUgeSOV1wREu5h7ZA/qKhPFbOiQidtShI5bT5mX6rhv/ZaxWIpDGNzQRxSgZofIHSgCm2fMNPztHrVy8sPJsYLqPJDgeZ7H1qkGyKB2JVJ9KnTOOlQLIe2KkEjHg0CJwwX39qkiciZGzzVcGpUOHFMRrQzrOdoPzKQCK7HBWJVz0UVwenY+3o3QOwU/nXeNxivOxmjSPTwT0Y6IHcv59a674cZ/4TK1yP8AljLz+FclHwR9DXV/DjH/AAmlr1/1Mv8A6DXPR/iI6K38OR518YD/AMXU1z/ei/8ARSVw31713XxfI/4Wprn+9F/6KSuGxXrHlLYaSela/h3TbvW9XtdLsl3XF1KEXjgepPsBk/hWTivbv2e9LsJLjVtVdle+g2QRqRzGjAksPrjH4ULcmWx7TpOlW2g6HaaXaLiC1jEa+/qT7k5P40TS471PczKgPNY81xvbC5J9hmtUjNsdJNmq0k4VSe9OaCQ4MrLCp/vdT9BWbqmrabodo+oajcrBZw9C5+aV/QDv7AVYjXeWDTrJpLiVVwC7knGP8K8Q8e/F6W9L6d4fYpCCQ92erf7n+P5VzPjj4g3/AIsuXghZ7bTAflgzgye746/ToK4kjnms2ykjf8ERPffEDQlcs7vfxsxY5Jw2SSfwr7FboABXyl8ILX7T8TdK4yIvMlP4If8AGvrIrhRSExioRUnQULXJ+JviH4d8MKyXV4s90OlrbEPJn37L+JoGzqSOnrXmnxa1/wAMDw1daNqE4n1Fhut4bfDPDIOjMeijqDnkg15x4o+LfiHXi8FpKdKsW48u3b52H+0/X8Bisjw78PfEnimQNa2TxW7HLXd0CifXJ5Y/TNAHQeG9B0v+xdOW80iC5gv7WW7utRuVcC2C71Gxwdq7Cq5zyxcYrjvCnhe+8XasNOspraJwm93nk2/KOpA6sfYV6d4m+FOqaP4EaHSdZ1C9aJvNurLeRDKo5+SP1U8+/wBa8atbu4sbuK6tJ5IbiJg8csbYZSO4NAH0j4X+Enh3w/snuozqd6vPm3K/Ip/2U6fnk13ZQBQAMADAAGMV5z8OvifB4njj0zVWSDWFGFP3UufdfRvVfyr0lMEYNMCuCUepJYElG4DmpHjXBJqrJdJCCCelUIpyq0G5jjgE1No9sItPgQsW2LyT/Ex5JqleX3ngQqBlyF/DPNbsTwRxLtXtxUsdxwQntUgVYgWPJpd525xjNQTu3lkICWNCVwucB8X7ww+AL7J+aaWGEfi4P9K+fYZwGxnFey/Gu6Nv4Us7eRvnnvlIX1CqSf5ivCw5Mh+taXsJI24JM4GeB0rQiOetY1mdzAGtmL5QOOK6acrkSVhxGKfBzdQ/9dF/mKilcY69PSobe7C3kQJ58xB+oq5SSQj0Hxqf+Ky1T/rsP/QVrn89q3PG7Y8aaqP+mw/9BWudMgzjv6V4r3OxbEpak3VYtdL1G+4t7OZx67cD8zXQaX4D1C8Ym6lW2QexZj9KW+g72OW3ZrznW2363et/01I/KvoK5+Gc7Sp9iu1CHAJmBzn8K+e9VTy9avkLBttxIu4d8MR/StYRaM5yTRTiOGIpkqFW3Ckb5GzT3LFAwbjvWhmQMd2SKNjIFYjhhke/akPWtG+gCaZpsgH3o2B/76z/AFoGUg2KmV8iq45qzbymBiwSN/aRdwH4UCHBsd6u6XYyatqdrYQgtJczLEMc43HGabHq11Gf3fkR/wC5boP6VbHiDV1XKajcpgZ/dvs/9BxTA0destQ1jxLfzWWm3ksAlMUOyByPLQbF7eiioY/BviGTk6TcRj1m2xj/AMeIqfxVqN42pQ2n225K2lpBAR5zYLBAWJ565Y1zpJf7xLf7xzQB0A8G6jGc3N1pVqvrNqEQ/QEmpB4e0yIf6T4s0pSO0CSzfyUCudAG3AGPpSM2O5oEdZpzeFdHunnbW767LQyQlYLDaCHUqTlm96zfO8HwD5LHWbthxmW4jiB/BQTXPk5oA5oA6H+2dBix5PhSA47z3sr/AJgYqvceIYChEfh7Roxj/nizH8y1ZBqKU9B+FDGdMAsluEdF2soBUDjp0Armr6xaznKjJjY5Q10wGAB6VFdW6XUDRPxnofQ+tYxlqatXRyadeanU+tRTRSW85ikGGH6+9KrVqZWLK1IOORUCNUqmgCVGKbMHnOa9EilE9vHLx86Bv0rzjPIrudHdpNFtiSPuY/I1x4xaJnbgn7zRoqMnjH3TXXfDcAeNbX/rjJ/6DXIJkE8Dha674bNnxvbD/pjJ/wCg1x0f4iO2v/DkeffF2Ld8U9bP+1F/6KSuIaLYMnFenfFLQJ7r4iavdC5to0ZoyA7Nn/VoOwrgpNITOF1TT2OcY81l/mterc8pbGO7HPFdT4B8ZXHgvXWu1jMtrOnl3EQOCRnII9wf5msWXTCh4urN/wDcuAagNs4zja2O6uDQmJ6n0XbfEzQ9TUSR6lBGTz5dw3lsPqDViT4g6YkbAa1p0IHBKSLu/DGT+Qr5rgjT7Qn2g/uww3Keh+vtVnT45rvVkMO1ZSSV2AbV/TpWnORyHr/iH4tWenSyW+m2cl7cjrNM22PPr/eP6V5NrviDVfEd99r1S5aZxwiAYSMeir0Aq5rlrHZukU+qfaZ8ZdIIggQ+hPc1gM5B+Tdj3OalyuCjYNnHIqN1I7VPGJ5m2ooJ78dKZMkqnaxH4UXA9L+A9m0nje5uiPlgtCM+7MB/Q16T4t+M+l6LNJZ6PB/aVzGdrS79sCn0yOW/Dj3rzz4baBql94F159Lcx3uoSpZxOTgBBjec9hhj+VeoeH/g54Z0i3je/gOqXQAy85xGD/soOMfXNUSeR3/jfxt41mNrDNdOjdLXTYyq49Dt5P4mtXQPgn4g1Flm1WSLS4CclW/eTH/gI4H4mvoOxsLPT4BBZWsFtEP4IYwg/IVawKBnGeG/ht4Z8ObXgsRdXS8/abvEjZ9h0X8BXYjgUhUZyDRigYEd68M+K/wx8hp/Emhwfujl7y2jH3T3kUenqO3WvdQM9qUxhgQRkHgilcD5x+HHwsu9flh1bVRLbaYrB4lBKyXBHQqeqr/tdT29a+hlhMYHPA9asBEjUAAAAYAHaqF9e7F2Ieaa1EQXt4VyicmsuRWKl26+9WFQucnqajuRxsH41V7AZVvubVolPIOfwrsI4ljTcTwK5/SLNJb2eZjuMQACD3Oc/pW4ySzHngUMAlucsdppsd1tfnoaX7H/ALQpPsJPQ0hHinx9Wd9V0I4JtTFIV9C+4bv0215PeWs6XUhS3WKNmLIpfOFJ4H5V7F8dLtLNtCs3KvIBNKQfQ7QP1BrywiSdgWoSuNGbF9rjb5XjB/E1eTUL1OC0J+qtWlb2yDtzUxtY3B4FdEacraMltGI+qz8ho4T/ALpIqvFcyzX1vhSv71P4v9oVr3OmB1JUc1mx6fLFewHacean/oQqJqa3GrHqnjC7WL4g6nEbJbstNwjSmMDCKck+lXdB8TW0OqWdlL4ZitftHSRZAxxjryKwfHF0Lb4k6pKwZlS4G5VAOQUXI5qS2Uf8JTYN5jGPy5pF3KF7fe47HjH0rlUE9WXJs9fh1DToYlYRuoZ1jA29WY4AqzJqMUEkkci+WY4jKSeflBxmuU0xDPb6WivkPOjbhz0Vj3rS8Um9trJrjT4GuLhrWSFVVcnLFccfnWlktiDnPFHjuT7etpo100yR7luZYlyinHADevWvnOaUzTySk8u5Y/ic17yugajo/wAN9RFzaR2xSGWacyHLMcHGMe+OteCD7vPpWau27jFYb0pinaCO1KHC8ZpHKkZFWBE4BPy9T2rr7lIra1sont4p1X93slBxkrx05HIrk7ePzbuFM43Ooz+NddrC+ZbxgdROhB/GpluilszDe80udcHSDA396C5bj8GBFUDjcdudueM9aJGUzOy/dLEj6ZpBVEjx1qxCVEib87Nw3fTPNVx1qUHigRq6pL9pjW9Iw91cTPnvtBAH9azR0rT1mLyLbR4O4sFlb6yMzfyIrOWmAo6VG55qRjgVCeaAE71PNbvbSmKQYYAEj6gEfoahxkEeorc8Uwi38TX0A6IyL/5DWkBjHpVWQ4dfrVpuKpy8yfShjW51dJmkHKg+oFLWBsVr2zjvItrcOPut6Vzs0EltKY5FKnsexrqaiuLeK6j2Srkdj3FWpWJaOaVscGrCHIqSfS54MmMCVP1qruZDgoy+xq7ohonYgCu40NXj0S2DjBILfgTkVxllbNeXUSOCsZYBj7V6GqqiBVACgYA9BXHjJaKJ24KGrkKrYJ7cV2Hw2OfG1qc/8sZP/Qa4/I/DBrr/AIa4/wCE2tv+uMv/AKDXLR/iI7K38ORx/wAWZmX4i60oOAGj49f3SV5ycg13Xxdcj4o62P8Aai/9FJXCljmvVseTcYVyaNjIOtLuNBY07CuKrSPLEgP3nUY/Gt+58QXNjd3UNjHHAxfaZFUZGBjg9s9ayNOXzdTtgegfefoOf6UTsGuHbqSxNJxFchcyzyF5GLMTkkmpEjHFJupQx6AUbDLKOIkwvQ9feq0/IyT9acKt6fp76rq1lp0QJe6nSEY/2iAf0zTsJn0T8M9OOmeDNEiZdryRfaHB9XJb+RFejfwCsOC3S2kgiiGI4xsQDsoGB+grcU5QVbMxy07FNWn0ixu2lC07oOtIWFIBQMdqa8ioCTUM10sY6isua4eYkdvSmlcVya6vdxKp0qkqGRtzVIkRbk1OECirtYREQESqzKSSx+tWiNze1Q3OI7OaVjhQMk+gqWxmJ4P1H7T4h8SKDlbaa3h/Hyyx/U13QVXGQeDXjHwa1B9Ul8VXrHP2i+SQfQhsfpivYLcMq5PQ0PuJPUnwqcseKp3GoxxA7eTU00Lzd8D0qlPYFIpHAyyqSv1A4oVh3Pmb4nay+u/EG9dnDRWpFrEOwCj5v/HiayY5Bgr6Csgs73cksrFpGdpHJ9Sef1qwlwNxrSDswsbCy4HFTxz546DvWRHPz15NW4nwee9dEZXM2jTV8gGpoAjzxDA/1i9fqKz0lwMnpVm2kH2mI+si/wAxWjasI2/GhZvipqyI7IxukAKjJHyL2qfT1ik8ZWxgt1jSSKVQyOGEhwemOBjpiqPjRyvxc1YBth+0p83p8qVe0lIbfxBpZtpD5RmkypUDBZc9j7YrzImzO8tLm40u0tY41VXWMZDAHGK3dK1ie8d0lSMbVzkDmufmYvaoc/PsJzUvhmVpkfcfmaM859DVGY/4k3nlfDvWyXG5rfYB9WA/rXy95YkP3sV9E/Ej/kn+rZPVEH/j6186hUz9+kUhWtMjhqhKvE3IyKtA4HCuaa8xA5Q0DLeiQLc6grMMCIb8ep7Vv6gkstviCNpJA6kKq5J59BWD4flP9qODxujPH5V0M8nlRl9zLtw2VODwc1nL4i1schcQPbXUkLqylGIAYYOM00VoNr1/KpS8dbyLrsuF34+jdR+BqrNLDIQYbbyfXEhYH860IGin5wD9OKiBq/pdob/U7S1UZaaeOMD6sBQI1/GCrH4jktl6W0EEGPQrEoP65rFA4rX8UTJdeLNXuFPyvdybfoGwP0FY7sFXOaYDJG7U0DFSW9pd3jf6Nazz/wDXKMt/IVb/ALE1Ufe0+4QesibB+uKAKiDkfWt3xi4k8Y6s4PHn4/JQP6VjyQPbvskADdcBg38q0Lm3/tC7lupNQsI2mYuVeY5Ge33aAMeQ8VUIyx7V0CaLau6rLr2ngMwG2LzJGOfQbQP1qI66ICY7LTtPiC/Kspg3ufclieaTGW4W3QRn1UU+oYJpLiFZZGLO3LE9zUmaxZqthc80U2joKAFJGKhbnrz9aeTxUTE0APhOLmL2cfzrrmPy4xniuOj5nTn+IV16kbRnriuPFbo78JsxMkYwPWux+Gef+E3tc/8APGX/ANBrjfp0xXY/DL/kd7Xj/ljL/wCg1lR/iI3r/wAOXocL8Xf+Spa3/vRf+ikriCtdp8Xmx8VNbH+1F/6KSuKDe9eseNcNp9KNpPanbj60jybULelMRNYsI5ppQfuoVH1NNC571BC+1AuevJHvVgNmgYbBShRSinUDEA5rvvg/pQv/AB19tdCYdNt3mzjje3yp/Mn8K4IkAZr3r4O6KdO8HNqEq7ZtUn80Z6+UnC/mcn8aFuTLY9GAxPD7CtWL7tZindKpzWjCeKtkIlFLuwcUgFI4x8wqSiN5WDEdqhmnwvB5qd13LkdaoOjvJjFNAQNukbnmpEhxyasLAVGcUu01QiMAAUxjzipG69KbjFK4EeMA81z3xCv/AOyPh7q11u2uLcon+83yj+ddRFA0jZIwK8r+P2qi18LWOlo3z3dzuYf7KDP8yKm5RH+z5bo2hay5Bz9qjB98J/8AXr2Uqx4HAryb9nsBfCGoOAcyXxyfoi17Dj2pXFYgXenfNPDhiARzmn4FVL6/t7Cynu52CxQRtK7HsqjJ/lQM+RfF1rBZ+ItehtyEigu5AgA6jzMY/X9K5xJelXtWu5NTmvr5wQ1zc+YR/vMzYrLGF6sB+NO4GjFJnFaULbgKxIp41Iy4FaMV/bKvzTqPwrWEu5MjT80KnWmJcgXUHzf8tE/9CFZ01/aFCFnBPtmqUDvNfQbckecnT/eFXOp0Qoo7/wAfME+K2t7l3Azcj/tmtN0GSOPW9OcRuhMykfNkYJxTPiE+PizrA/6eQP8AyGtQ2Emy706TPKSj/wBCH+NcqND1xmza4U/LkjOPemeF3UO4APyqw+YYOQakfAhk7Ycjr703RIkt7/ZGMBw3fuRVMzL2p+QdLvBcpvgMD+Yn95dpyK+V0wWOxdo7A9h/WvprxCXOjzBeASob6Z5rwHxFodxoupuzp/o1y7PBIOjDPI+ozSvqUo+7cywDjjn3NIYi3GAfwp4OaN4HVsUwJ9MkSzu8GPJkwu7+7Wxevtspj3CGuf8AMUMGTO5TkH3rYlnW502V1OfkOR6Gs5rW5cTnklltpA8TlW6ZHp6Vei1SPH7/AEywn9zGyE/98kVSkTioQMVZBtrqOjH/AFvh8D18q9df5g1ueF9W8PxeJdMMehTrJ9pTbI98WCnPBxtGea4oVp+H0LeIdOPQLcoxPoAcn9AadxGxN4l077RJ5HhTSw285ad5ZiTnrywFNl8YzJHtt9G0O3bs8dgpYfixNYdw6mWWUYG92b8yTVTJZqLga1x4i1i9GJtSuSvZEkKKPoq4FVFDytulZnPqxz/Oo4o6sgYGKAGkAe1Mcn1p7VC5yaAJbAD7bG7dEDSH8AT/AIVTVcir+npu+1N/dgYfn/8AWBqqinFIZpae2bXb/dJq1uxVGwOA6/jVvIrKS1NFsPzSE5puaM0hinpUTU4mmMaoAiP+kRn/AGx/OuwDEAYPOK42I/v0z/eH8662MBkUg9q4sVujvwmzJQzd8Gux+GZ/4ra24/5Yy/8AoNcYobPBxzXZ/DM48cWw/wCmMv8A6DWNH+Ijev8Aw5eh5/8AF/8A5Krrn+9F/wCikriOldp8YDj4r65/vxf+ikri817B4ojSECq8k+8Y7VZxmpY52jhaEBfLY5YbRz+NICgsuTnmrEcxoW1aSTbEFyTwCcfzqVtKv0PNs34EH+tAx6vmpQ1Vvst7GMm0mC5xnYaVXfO0wy59NppXA29A0h/EHiCx0pMj7RKFcj+FByx/IGvq2OzjtbaC3t0EcMMYjjQdFUDAFeW/BbwoYLB/EV3HtmuQUtgeqxA4Lf8AAiPyHvXr5UVaIkVIwVer0T4IzUJQA05eBTbEaA5Gc01s81FDJxjvUxYY61NirkSMVPNSbVbtULkUiygGmBN5fpSlFI5FM87HekMue9AAYFPSlW3UH1oV1UEk80x7gY4NJhcLqdLaFnYgBRmvmn40X1zqPiPT4SGZREXRQM5ZmwAPfAH517rq1y07LbKc7j830rl7fwnDqXxFXWNS8tLKxEZt/McL5soHYHqBnn3pPRDSN74beH5PCfgyz0yRfMvnzPcAcBGfnaT7DA/CuuDzqGaVokQDJ254/OnzTQ2tu80siRxRqXd2OFUDkkmvnb4k/FOfxC0uk6JK8GlDKySj5Wuv8E9u/ekB6Ivxm8Nt4gXTEneWFm2fbNm2MNnGOe3v0qf4uamI/hvd+Q+37VJFASDg7WbJH5Cvl91zz/FWrqPjXXL7w5a6Dc3HmWNvKJFyPnyBgKW7gZOKoTIlgi+yOZVRgGyqsO/rVRIoS3+oj/KnNKZI1PSmB9tMZpWtraPgNaR/lWimkac//Lso+hNY0NyU6Gr0OokdTXTTlDqiJJ9B954egCboEwfSsi3iktdQgDJj96gOR1+YV0ceoA8E8VPE1rPcQCQBsyLj65FOdOEtYiTa3JfiO234r6uf+ntf/QEqtGxVIT/cmJ/lVn4lRSN8UNadV4F0pz/wBKhI/wBGcrjAlzn8K4UzdI9bfa8EhzzuDc/Sl018alBz1OP0qCJ/M07cMcxxtx/uiizbbfQH/bFUZNGnqlu1zYTwq+xiOCRnvXOeNPDZ1bwc9rbwrLeWqiWDjkkfeA+ozXV3QY+YqqTlsYH1qeGEmYb8ryM4GcUPcavax8os+zAwdx7GlVMnLHJq94ks59O8WapbXMZjkS5c4IxwWJBHtg1TU8UAKOKtW5YWt2FGf3W41FbWtxeTrDawSTyt0SNSxP4CtW+8Ma9pVm1xeaZd20LLhpCnAB9fT8aTGrmIBuGaY0Vb9j4U1K9g36cYL1B0WOZRLj3QnNUrvSr+xkKXljc27DqJYWX+Yp2EZYhOa0rP/RLWe66OQYYz7kfMfwX+dViVXgkA+lF5ch4oIkPyxpz/ALxOT/T8qBFWRyzbRUkUdNij5yasjA6UwHLgUpam00nFAAahc81ITil8gf2e1y2QWlEcfvgZY/yH40DJ7Aj7Jer/ABMhx/3yarYwKW080z4hRnfkBVG7ORjpWsvhrWDEJJLGS3ix/rLoiFfzcikgM+1bbN7EVc3VDNZizCs13byHOAsLF8+vOMfrTyaie5cR+73ozUeaN1SUPZveo2PFBNNY8UwBD++T/eH866+NlUAdOOlcbuwwPoa7A4KKQTyM1x4rod+DejJt5yNuOvTNdh8MmJ8cW2evky/+g1wm8hjkdga7f4XOW8d2o/6Yy/8AoNY0V+8RvX/hyOC+MX/JVtc/34v/AESlcOGxxXb/ABhb/i7Guj/bi/8ARKVw+M9K9c8UlVqdUAbnpUgagB496lEsqjCuRUOacDQA77bcLwHfPsxrQ0C2uvEniKw0YXDRi7mEbOzH5V6k/kDWaQCM9PSljkkimSaF2injYMrocFSO9KwH2nZ6Zb2Nlb2trHsghiWKNR2VRgVKYyp5zXkHw8+NdrNbRaZ4pk8m4X5EviPkf/f/ALp9+h9q9nhlgu4FmhlSWJxlXRgysPUEU7k2KxAPejbVhoSOnNNKkDlaLhYgbK9KQu571KygjpimbOeKpAQsX9aYCynNW9nrTTFntTuFiESHoaXzcdKc0PtTGi2jIHNFwDzC1QTyiOJnJwB3qVUds4GBWJ4iu5IrZYbeGW5mc48mEZZvb0H1PFS2NK5ha74kt/D+mSancASXExK20Ofvn+gHUmvDNa1m91y/e8v52mlPTPRR2CjsPpW746i8RDUhda3YS20bfJCM7o0XsoYcZ9fU1x5apTuNqxqz+LNcfw6+htqM8mnM6uYXbdwOwJ5x3x04rDJyMjoehpXbrUKthyn4imJCscc+lT29sI1bUJwBbpkRqR/rZB2HsOCT+HerGmaWLuOW9vZDb6ZbEefOOrE9I4x3c9h26ngVS1PUm1K73iJYYEXy4IFPyxRjoo9fUnuSTTAheZmO4kknkk9zTDJnvUO/KCm5pDLAmIHWni4IqpmlFAF1blgOpqzaXjfa7cBv+Wqf+hCsnPPWrFm/+m24/wCmqf8AoQp8zA9Z+Idh9o8cauytgmYHp/srXPi3mRGjKhlY54PfGK63xwv/ABW+rn/psP8A0FawgSB9z86851nGTPQjRUoJs7nR9Tsf7HhSSdElEAVg3HIFLa3MEssZjlQ4YHhveuKWbAwRiniQZBB5qlin1RDwi7nrN1rFjZFt0itIf4I+TWBeeKbhyVgCwr69WP41xwuW4yaeJM87j9M0pYiTLhh4x3I/EWn2fiCCQ3EYN3txHcH7yntz3HtXl1tp9zLqa6cU2zmTyyD29T9K9ULE8A1halaPHqttqtvHveMFJlUclT0YepFFKs72ZNagmro9I8GaRp2g2CRWsa+cw/ezEfM59z6e1dZc20V3avE6h0dSrKRwR6V51o2q/Kvze9d/pV6tzCMnJqtW7kaWPm3xPoUnhnxPdWWCIt3mQP6oenPt0/Ckg8U67aReXDrN8iDovnsR+RNe0fFDwe2vaJ9sso919ZgugHV1/iX+o+lfPDM3IOePWuqEro5pxszan8VavOMT3nnD/prCjfzWsyaeS8cNIIxjj93GqfyAquEZucVOiEVRmW7fTp54w8ZhCnvJOifoSDVuPRZP47zTY/8AfvE/pms0J6/rRnimBsrodtn974h0iMe0kj/ySpP7H0Nf9b4rt/pFZzN/MCsH8aYxpgdAbHwjGQZdc1KfH8MFgEz+LNWxql5oGkabo8VtoH2wyWxuIzqE5JUO5+8iYBJ2g/TFcnommNrOs21gG2LK/wC8c9EjHLMfoAafr2qDVtbnuYU2WwxFbp/diUbUH5D9aQzVfxnrAQx2UlvpsRGNlhAsP/jwG79axZ55rqQy3E0k0h6vK5Y/maqqHb2qQK3c0AXY0+0aRdAfetnWYf7rfK367aRYpmgSXyn2EcNt4qfQ0M1xeWwJzPYzoo9SF3Af+O1seDbhpbO4ti3Ebhl+jDp+lY1pcseY2oxUpcrOeyKTNehS6fbz8S2sL+5UVUk8OaZIP+Pd4j6xuR/OuaOKidTwsuhxGaQmuql8IRNzb3jr6CRM/qKoTeE9SQZiMMw/2Wwf1rVV4PqYyoTXQ59j1rsowTbxHg5RT+lczcaPqVv/AK2xmA9QuR+ldNpzhtOt1c4YRgEH2rHE6pNG+EvFtMa4OR8vUEZrsvhb/wAj5a8dYZf/AEGuXKxsnBz9K6v4XjHju15/5YS/+g1jR+NHTXf7uR578ZGx8Wdd/wB+L/0SlcSCK7f4zxlfivrbdmaL/wBFJXCBq9U8Ym4PSgHFRhjUgPFMB2cinA8VGM59qUN81AEoORRnnP51GGw1Kev1oAa7GKXdj5W6iuo8K+Odf8JSq2k3zeQTlrWb54m/DsfpXMON6Y79qYuVHqp6j0pAfSvhz486HfBINbhl0yc8GTBeIn6gZH4ivT9O1XTtYthc6feQXUJ6PC4YfpXxJHOygBsSJ2z1rR0vVLrS7oXOl309lOOcxOVP4jofxoEfapjUjNNMIr5x0f43eKdOAS/ittTjHdh5Un5jg/lXa6b8ftEm2rqWn3lk3cgCVfzHP6UAer+SRR5ZHauS0/4q+D9RIEWtWwY/wyPsP/j2K6S31rTrpQ0N3E4PdWB/lRdgWTH7UwxjGSKoa14k03Q7E3VzMDnOxEOWc+gr578Z/ErX9evke1uJdNsozmKKB8Ekd2Pc+3Si7Gj6AuryRn+z2qgv/Ex6KPeore1WDLkl5W+856n/AOtXBfDb4hp4gg/svUSE1WMZDAcTqOrex9RXoLzALWE3Jux0U4q1yvqVpaalZS2V5Ck0Eq7XjYZBH+e9fNHjHw6/hjXpbMFmt2+e3dupQ9j7jpX0Te3ojBJbFeO/Fe6juLa1cYLrJgHvgiindMdSN1c8xkfnANaWg6Bc61cPMSYrG3YC4nxkjP8ACo7sfT86p2um3N4pkjjIhGR5jAhSfTNek+BfENmbQaJdwRW6sxUYUKCT2b39DXSrXszmSbVzE8QaQ2oWdvbWsf2aG1BFtDuyuD1LHux7t/SuBmjlt5milQpIhwyt1Fe4ajo09hKVVzLbOfkcjlT/AHT7/wA65jXvDMepwAsvlXKj93MBwfY+1ZSbg7M25FJXR5jnDEfjRmpL2zubC5a3uomjlXqCOo9R6iq2/wBqu5iS5oqLeTRlvQn8KAJc1PZkfbrf/rqn/oQqn8/90/lVixDm+t/lP+tT/wBCFAHtvjgn/hNtV4/5bD/0Fawgxz0NdT40jDeMtVyuR5o6f7q1gGFMcZBryqiakz1aUk4IiVh3/WlHsVNP8psZ4xSbSOqVCZrYCxA5UUoYdckUZX0P5U07D0bFO5LFMrD+IGmNIx6GjBx1BqJwc9PyoYIngmaGcSHgH72K7PRb/wAnaN3ynmvPy5U9629A1CO6guI45F821bawJ6d63pSbVjnrRtqeuW9yrxAkjGMkmvnn4jN4cn8USy6A7SOzEXSxJ+63+qnv79q6jUdV8Q614ltNAtoTFp7KDcFxxKh6g+g9Pzr07QvDOkaNaJFZ2UCEDBfYCx+pPJrojpqc0lzaHzbYaDqOoxGa2s3Nuv3rh8JEPq7YH60+S00+yJEt4LyUfwWvCA+8hHP4A/WvYfiD8M/7bsftWjSvFcwglbNnPkv/ALq9Eb6cGvAri1vbO4kt7iJ4Zo22ujghlPpg1upJmMo2Lr7WdmVQgJ4UHOKjKelUQLj+9Tgbj+/TJsWjGTR5I71XAuD/AB0eXM3WQ0wsdRooTT/D2uahnEkqR2MR7gyHc+P+AIR+Nc/uiTuo/GmN9oNotq07GBXMgTPG4jBP1wKi+zoDzQImN3CvAOTTDdhuFQn8KFiQdBmnjC+1IZNpt/PYana3scOfIlV8Z6gdR+I4/Gt3wtdH+0DF5aQqQzqF7t7n2HAFc75ijuKtWN+trdxTYb5GB6VFSPNBo0pS5ZpnpayE9QDTg/tj6GqsMwmhSWJg0bgMpI7VOrbeoP4V4jTWh7qaauTKR34qRdvriowAeQwH1pw3e34VN2FkTAleQxpcQSDFxaxSj/aQZqBmOehpA5zw3SmpNA4p6Eh0zSZT/qpIf9xjj8q6LwBo9taeMILiC5d8RSDa2O61zYlxx1/Guq8BSI3imADr5Un8q6KNVuaTMK9JKm2eV/GJBJ8TdcXvuix/36SvN+QcHrXpXxd5+KWt/wC9F/6KSvOrpNk24Dhua9c8YjzTlaos0oJoAnDUvX1qEMadv5oAkJ5pSeKZuzSZoAeH/XinDios5/Gnq2QCeo4NAEi/KfVTUoX5OaiQ81YUigCNZpI+mSPzqQXqEYdaQstOt7WW9uUtrWGSedzhY403MT7AUARNNbSHnI+oq7pFtfXl9HbaK9093IcJHbMwY/l29zXovhz4H6rf7J9cnTToDyYUAeYj37L+v0r2bw34S0TwraeRpNmkRYYeZvmkk/3m7/TpUSmkaRpt7nHQ+CL5PDVla6xqLz6iiH98zbliYknBPUrjAP0zXmsvgjxTqOsjSoNKkG8lhO+BCVz94P0I+lfR86rIhVsGsW3sha+ILW/IOYY3gXn7quQT+oFRGo3oypU0loZHg/4YWvhG0N5PP9o1bbzIgwiDuo+vc1t39/HBbl2OBjNdBNJxzXgPxA8bXGjatdaZ5D/ao2wquMKqnlW98jmtJQvqTTmktTc8ReLILSF5J5BGnQZ6t9BXmOr6g+tXkM9wALKM7hHu+Z/r6Vyl7qd1qN19ou5mkc+p4A9AO1au7dZqyngjtWcnyWZopc6seo2ktrqmnLFbCOKJlG1FUYRh2x6GuZ1rQblZhPbqgmUZGzpIvv71kaPeT2r5ikIxg7QeK6+11WWcoJ0LKOBgc81pPE05qzFChNO6L3hDxlFfQLpeqA+YBs3P1+jf411E2mBBt4eFumeo/wA+tcTq/hlr+FdS03ampRqCY1488Dt/vD171o+DvGK3ZGn6o+yQfIGYYII7H/Cs/aW0lsacjWqLOs+DLfV7Zo5lDAD5HUfPGfY9x7GvLdb8KXugSAXEYeA/cnjHyn2PofavoWOJopNsh+RvuSL0pL3R4r6B4pER0cYaNhlW/wAKpK2sSZpPc+ZhBu4Xk0htyDypr0HxT8P7jTGe70xXlhX5mg6vH9P7w/WudsbmC5jKyRAzKOn94f4/zrRNM52mjAEB/uE1Nawn7ZB8uP3qf+hCugS600nBTFXLaPTnuISpH+sX/wBCFa+zv1J5j0Txmq/8JdqRJP8ArRz/AMBFc8ynPDEiuj8Y5PizU/8ArqDjH+yKwOSMgH8DWVk9w5mnoV2LdVI/KmGVx2Ge9WzF8vAC45FRSRsQCOves3Rg+har1F1IPNUn5lpjbSeOPrU7lVbBGeMHPaqz7cfdI9O9ZvCxextHFy6jGjcHhqibzAe5FEjtjKn8Kga7kQ8sD6ZFYywklszWOLi90FzctbW8kzIWCKWwO+K47SNfl03WWuj/AKqZj5ynoQTWz4g1JvsPkAANLwSPTvXHuhxwMVtQpOKfMZV6qk1ynvHgrUnvpTNLKs3lqIo3A6L1Az3r020k3IK+fPhRqJTVZrB3Pzr5iAn04Ne62E+GCMeTxim42You6NdpFU8nFcH8RfBVv4l09720RV1SBSVYDHnKP4D/AENdtdxF7SXY219p2t6GsTw7rKavaMzYS4hcxzx5+646ihaF8qaPl0zoGwVcEcHK9KUXEfXL/wDfNdL8RNIPh7xfdRCL/Rbg+fAccYY8j8DmuYWeM98VsmcrVnYeLlOxb/vmlM/osh/DFJvU9Go69KoQ0yP1EX/fTU3fJxlkX6DNSFB3P60wvGvdfw5oELy3VnP44pyqM9BUfnluEUn68Uo8w9SAKAJu2BR05qMKe7E09eKBneeFtRt7nT1tVDCWBQGDdxnqK3xHETnOD7V5to9//Zt+lxtJTG11B6ivRLeaK6gSaCUOjDg15WKp8srnrYWqpxs9yQKFPD7h70Mfp+FOO5R90Ee1MKgn7rCuU6hNzL3NOSRu+PxFPjVc8t+dTCEHkYNJoaZErLnJj/Kup8BNG3i232gg+VJ1/wB2ud8gjtXTeBYtniu3P/TKT/0GroL97H1M67/dS9Dyr4u/8lS1v/ei/wDRSVwV1HviJA5Xmu++Lv8AyVHW/wDei/8ARSVxB5UivdPDMn8aKfKhjkKkfSo80gFzQDzSUZoAfu96A1NooAkDUvQ1FmnBqAJ0bAp5m4AqNFyO+a6XwZ4PvPGGqXFnbSxwC3h86SV1LADIGOO5yfyoA6T4ZfD8+L7lr3UVeLR4Dgspw0z/AN1T2A7n8K+gNJ8P6NoMXl6VpttajGC0afM31bqfzqta2ll4c0O00+zXZbW6LHGB1b3+pJz+NaUkpiUE9cVzyk2zqhTSRZJA7UwnNMilLR7m79KkUgpmpLsIEyKzNbvFsLF3IGSQob0JIA/nV97lFByeRXkPxZ8axQ2T6JZyB7uUqXx/yzUEH9cCtIxuyJNJHqmsaxp3h/SjqWr3aJCi5AB5c+3+FfK/jzxdN408Ty6o8QihVRDBHjlYxnGfU8k1X13Xta8RzJLqdz5mwYVFG1R749fesV4yARitzkRWrT066AU20h+Vvun39KzTwaAcEVMoqSsyk7O52WjTRR3PlS7VV/uMex9PxrtrC23qhCMTnnt/npXmFlOLmIxucOO/9a73w/4gMkItJWHnx8HP8Y7fiK8jGU5R96J6uGqKSszsrGYwyqrfKoIHHPFZfijwg+ryy6hpMYTUoxuaNeBcL/8AFfzqRbl+CQQCMcVqWeoSRzRuhIVOuR2qMLiFblka1qN9UY/g3xq4iGn6puZVJXc4+ZCOxr0qC4QhfmHlsMq/X864DxP4YOrrJrmkR7b5T+9hXjzx7f7X86oeHvFUluognJeNflKOeVP9K6ZTnQldao5eVTVnuesTW0UygOoB7H/CvPPF/wANVv2bUdG22+or8xQfKk3/AMS3v+ddfpeqx3UIaN90fUqeordjCSoOevb0rvp1YVVdHPODjufLuoWTQ3hSeJ4J+ksTrgo/cY/X8ansNNl+125wQDIhH5ivd/FvgGx8VW25nEF/GP3Nyq8/7rDuP1FeL6ouqaBqaaVfxGG5WZOTzlNwwUPQg+taNNHPZI9G8Ysf+Ey1MZ/5ajj/AICKxM7jkgEDpWp4zcjxpqu08+aP/QVrEDDOScf0oM2WPMBHBOKY0gcDJqFnCELuBbrx1prSKOMHB4oESShHTqemc+tVHPTK5YdM8VYaQE4BPHBx0FRmMkFc5P0pgUpRg9Tn0qlMduSQDmtOWNFUgbhjrVG5QZz0AHrQM4/U5TNeMOyfKKpFfl5qeQ7pXb1YmmlcgikM0vBV0tj4006VnCIZNjE9MEV9B6hvES3No3zJg4HevmCRSrBhwwOQR61674A8eJeMmn3r7ZMYw3OfpWcl1NqcktD1nRdUTUrUHjOMMPQ153YIfCnxIv7SLK2GoOXhBbo4wWHt1/KtHVJm0LU45rVzDbXBBWUEkRSZyGwOoyMEehq7f6JH4p0gNBOLK5ykkYTDYZTn5j1PcD0BpJK2pabcrGH8XNMXUPDMd75YMlrIG3dwp4P9K8Ma3GeK+i9XuBd+D9R03UVWG5SB0YvgBsDhs+nAr51+0L6804bE1lZ3GqhU4NO2vj71RtLk5pVO7q2KsxHeUf4nNPWOMdqYZIk6HcaB5knQBR70CJsqBxRuUnqKasC/xEsakVVXoBTAAM9+KeowaSlFAD1Fbnh/VfsFx5Mrf6PIev8AdPrWKtPxUTgpx5WXTm4S5kemKWPIbip43Yjr+dc74YvjeQG0d/30Q+XJ+8v/ANauiWKVRyua8SpBwk4s9ynNTimiUe6DHtT1UdiRUSvg4KEVOvPSs9S9CVA2PvA10vgnP/CTQZH/ACzk5/CucVOOgro/BKkeJ4eT/q5P5VrQv7WJjXt7OR8++LvGB8VeKb3WvsP2b7SUPk+dv2bVVfvYGfu+lYn2/niPj6//AFqp0V7h4pPNcCXBMeCP9qot/txTaKAHBgB0/Wjd7U2igB26jd7frTaKADNLmkooAkSYoRxXoPgL4pr4Gsru3XQortrmTzGlFwY36Y2n5WyvU49686ooA9gj+OrC/wDPm8PeZEnMUX23GxvXPl8+g9Oas3H7QDzlceG9oBBP+ndR6f6uvFqKnkiae1n3PbX/AGhSyBV8MBf+3/P/ALTpyftDFIVQ+F8sBy32/qfp5deIUUckRe0l3PWdT+Od7d20qWmjrbSuNoka58zb+Gwc15q+qPNO9xOrSzyNueRn5Y/lVCiqWhLk3uXjqI/54/8Aj3/1qldd8avjG4A4rMr2LR/gl4l1fQdO1GC70tYbu1injDyyBgrKGGcJ1waCTyUwFmbHUfrUHSvZm/Z98Xbspe6P+M0n/wARUUv7O/i52yt7o4J6/vpP/iKQzyGORopA6HDA9a6ixY3OJwdkwAIIOK7L/hnXxh/z/aN/3/k/+N1qWnwI8W2wTN7pOVHaaT/4isa8HKOhtRmovUztN1kXSiKXC3I6+jf/AF617a4zMqsxAJ6ZrQPwa8RlVIudNDgdfNfr/wB81fh+FviRFUvcadvHpI2D/wCO15X1OaldI9OOLp2s2WrWfykjCMc7gR71S8VeFodad73TdsWpqu5gOFnx2P8Ateh/OuisfA+tQRlJprMjsVkY/wDstX4fCeqxXCyGa2wODhz/AIV60Y80OWaOSdSF7pnj+j6zcWshQlop4ztdGGCCOoI/pXpOg+II7wCN/lkPVM9fdf8ACq3iz4X3+rahDqGmS2cV03y3AkdlD4HDcKfm7e4+lQ2vw08RRIokuLDcpyCsrf8AxNedOhVo1L0i1WpzVpM7mFyRuVty1meJPC2meK7KOG8XZLE4eCdR80TZB49QccirGk6Hr9moS6ltJQP4hI2T9fl6+9bY02dTkFM/U16tGo5R95WZx1FG+jPG/GhA8a6rklcSjnqPuLWANpGd3J5J9q7jxV4K8Ral4m1C8tdP82CWUNG3mouRtA7tntWQ/wAPPFRHy6XjPUefGf8A2arOdnNFtwDO2Tnrj+dDNvwwHviul/4V34q5/wCJWM/9d4//AIqk/wCFeeKmAzpXvzPH/wDFU7gc6H2g7cA+9NDSDqfmrpj8O/FLNg6WNmP+e8f/AMVQfh/4s2gDSxx6zx9f++qAOWm3KuTx1GRVHUX8nT7h8DhCBj1xXbf8K88VFVU6XjHUieP/AOKrM1j4ZeMp7J4bbSN5cjP+kRDj8WouFjydF4pxFdyvwg8dAf8AID/8mof/AIqlPwg8dY/5An/k1D/8VSGeeypmqqO9rcJNGSrodwI4Nekt8HvHR/5gf/k1D/8AFVC/wa8eHpoX/k1D/wDF0hm94R8a2Wr6cbDU2UuowQ/H4iteO9k02bzbO5Wa3/u55FcE3wW8f5yNC/8AJuH/AOLpy/Bz4iqMLozgegvYv/i6hwNVUaPSj4s0LUQYNQEPnFdnz4zj057V4d4m0q107W7m3srgXECndG646HnBx3HSuqT4NePs5fQsn1+1w/8AxdEnwY8fbSE0Q8/9PcP/AMXTjGwp1OZHnADZ5BNOXDHqa9S/4Ur4witwE0gM+Bx9pi6/99Vnz/BXx6W3x6EM9x9rh/8Ai6og4SOMZzVgV2ifBr4gAc6Dz/19w/8AxdSj4OePf+gF/wCTcP8A8XQI4kGiu4/4U749/wCgEP8AwKh/+Lpf+FO+PP8AoB/+TUP/AMXTEcPThXb/APCnfHn/AEA//JqH/wCLpR8HvHn/AEA//JqH/wCLoGcWvHapD9xvoa7QfCHx1/0A/wDyah/+KpT8IfHWD/xI+3/P1D/8XSEenaf5EdhpytbwhpII8SOn3jgDaCO+PWrzPZGJmSNC2wsAUIz6frVqy8O6lHZWkc1vMDFEiPGGQqSPx9e4qb/hHr3aq/ZpztVlB3JkA9utRZdTW76MpD7EFUusSsVBIx3OOP1pGbT1zuEQ29flPHr/ADFWj4YvGQqbaYhgAc+XyRjnr7UP4Zvn3jyrkK24YzHwDjPf2FFo9g5pdyqz2CMoKqSz7BhCec4rS8MGGXUI3CRrKFfcFB46j+lRt4fvWyfs8yt5iyBgydQOvXHNXdB0a6sNTWaVZwnlsp37MdyOnPc00o9hOUu5/9k=", "path": "000106.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.
000107
Men Tshirts
{ "bytes": 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", "path": "000107.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.
000108
Men Tshirts
{ "bytes": 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WctyY5IyejHFagTzHUdqg7YvmEK7Ii570RLhN5ptw2+YRL0HWllfDBF6UixWbYnPUmmTxBoQw60xm3TKM1ZODGATQG5QAIYYPSpbc+S8hRmAc8qOgPqPSnBMH/CnbD2FMVrEhVJlKuNwPXNVrCBrSaa25ETHKEdamwRyOKlBV2V/4hSuO2txk9sjR/cUfSqum6m2j3kq5/dzLtP1HINaUh+XiuUug95qkVshO5nAyO1VHUyrrRI6JC1zKLh+rnag/mavEZBA4APWooVUXaIBhYl/Wpgucbjx6VBtThyxsNECSHJTPuetWFAU9OKTpTgR0IoLH9aCOeaPTil6f/XoGMIz0phGM9jUp/wA4phoJsaOla7d6TOHhkJX+JT0NekaJ4qs9WVY2YQ3HeNu/0NeSdDT0kaNgVJBHII7VcZWOKvhI1NVoz3oHNLXn3hbxgSy2Wovz0jlP8jXfK25cjoa1TueNVpSpuzJKKKKZmFFFFABRTSeKY77FLM2B6+lALUfVG+1W10+FpLiUIq9Sa5fXvG8VqWt7PEko+8x6LXn9/q93qcrPcTM3oM9KxnVUdEexgsoq1/elojstU+IWCY9PiOf78n9BXGahq97qUpe5neT0BPH5VQJ9eR6UxmzXNKpKR9Thcqo0NUtRztUYJLc0U8dazPVsktBDxSL8jFvU4NDHLY4prjKEetIROTt6U3knI/Ko45cJh+CvXPeq811K8nlQjYh+9Kev4CgmxrWmq3NhN/o8xRhycngVrHxZq7KGE0f0Cdar+A7e0a8nS88uWVYz5ImPys2T19+lQeJ4rO31udbMosZRTIqHKq/cCtVG0LnhyVKriXScNe52WmeJ47siOXHmMNy4qe+8U2WmyiKfezkZYRjO2vKLK5uIr03Mb7QmVQep7/hSvdM4k82JzIx3CTd/Sp5jKOUKU23sd3qPjhJV2WcbFiOC69K5C7uJruYyzPuduuax7uSR02xNhxypHarFrcvKqpOuycdQOje9Q3c9XD4Knh9kWenSkBCqWY4C8n6U8JmoHIlfavKDqfU0juHxbipd+Gbkj0qX8KaOFpwNMY4MVwQcVsaV4kvtKkBhmIXujcqaxfxpATVKTWxy1sLTqrlkrnruieN7S/Kx3REEp9fun6V1STpIAUYEHuOa+e43ZOVOK3NK8U6hpjYSY7P7jciuiFfufNYzIWvepP5Ht1FcLp3xBtpNq3qGEnjf1U119pfW99As1vKskbdGU8V0RmpbHz9bDVaL99FyikoqjAWiiigBp6V5d8UNdw8WlxOflG+X+g/rXpkziOJ3c4VRuJr518Sai+o6vd3bHIeQ4+meKls6cNC8r9jHml3TKD/EmafbJutZWPaqM7YWB+6nH61p22DYyMOhqXsenDVmZNKT5Y/2xXS2v/HujH+7XKMd1xGv+1XVF1gtRkjhQKUjSi9ysG2yO2ckmmgszZxmog27k8LUglBGBSsa3JUjAbPWpsjFVgzN7VMmOKllRJODSAZpQOKeFz/WgqwzGe34Um3HNTYpCB60AMkkUxNlsYFZnhqya/1i4mi25X93HuPG5vU9vSrV9F5ls+zg4PWk8OqbbSfMRmUzMxO04yOn9KpaIyknKaRpbZBHxgZpyhgfmNCKI4SFBKkcCljkWT7vB9D1qDoQ8HNPB5pmMEUoH5etAEgOTTwaiX1zTgeKAHHPam7eKd2pDn1zQITPHApAQaCOKbn5Dgc0CYoYqwI4Ir1LwRqh1DQ/KdsyW7tGeeSvb/PtXlO4BSxPFb/gvU303VYVc4jmysn49KuDszhxtHnhfsex0U0HIp1bHhhRRRQAw9K4nxt4hNpELKBsSyfeI7CuynkEULOeijNeJa3fNf6pPOx4ZjjntWVadlY9fJ8Iq9a8tkZkrs55NMTG76ig4NIDhlPvXEfeQgoxsgyTmkIxQfvGlxRYpDRyfxpw6saaOtOI4HvSGJSHpS496Q/hSAQjPHX3pjJ3HNSgYpDzQBGuFfdyAetVZIpWudsXEfV/p/jVibKrjuav6Ppz6lew2kbqpc5Zm7YGSaau/dOeq4006j6FEgIv3QqgYGaryBpSApLex6Cui13QBo7RSmf7RBLnY+3GCDyCKxkAILe+BSlBxdmPD14V4KcHoRRwhF96UwAj8c1OelJjjFBvcYS7RbN2AT170iDYMACpQKaRSsIUUq9cUg6U8UxjSecigUelKBg0AHQUDsKKCdoyOtBNkDYLE9gMAV0/hHxK2kXiwyH/AEZyAw/u571y44UDt600NiTIqoS5XdHDi8LCvTcWfRcciyxhlbIIzxUgrkvAuqHUNFVHbMkJ2H+ldYDXoxldXPz6vSdKo4PoOooopmRzfjC/+xaBMA2Gl/dr+v8AhXz5ctuR2+ler/EnVP8AiZ2mnq3CRtI/1bIH8q8jV/MtXx/dH86h7no4eNoepUnyYM/3XzV22lA02Vf9qqf3o3X1FJA/7iVfXFM2jKzCyXzdRjHvmti5lEkhZjiFOB/tVjaYN103bjrVmSX7TOVX/VpxSaNaUrInEpkPGQPSp4/yquhGOOg71Ihz71LNky2vWpUGKgU5qdTgVJrEnUDipQMLmoVYYzUgOSfepKFJPaoz70rHC+9NA3NTGOMe6N1x95Tj8qj0+IrodmgHJjVvz/8A11LI/llPc4q3arGbGPsVG3G7p1ovoCWtxiMEGxzURi8xRNEfm9qmkijDpnkHvzVOyl2TNGfu5OKQy1DLuG1hg1N0NRSJht1OU9AfSgZIDTh7GmAcU7v0oAkHI5FGM0g4GacD2oAjfgHtTD/qzT5QQhxVcvmKgljD88SqP42xVmJ8TIQcc1WtfmUH+6P1NSZxMqDnauaaM5ao9t0G9+36NbXGclowW+vetXua5HwBKZNBKE58uVh+ddbW6Z87VVptDqKKKZmYHiq8+x6FcsDgsu0fjXjErDcc16f8Q5dmmxRg/efP5V5e/LGuSu/ePseH6SVJz7jGI3U1jgD60inIUnr0NI/3T7EVzn0pIw+Y0meKVyBj6UmDgUxIQD5vw7049B7UYyaUjg0gYyk/pSnk0dqBh1NFLRx1pCIZeZox75qxb3ctnPFPbyBJYjlT6exFQBC9wDjgAip2T5uVGexNNdyJxjNcstizrGu32rbHumX5BwqjA96oLwgHtTLhflHy4JOOKkWhtt6ipUYUo8sFZB+VLmk70oGKDQTFJj1paXrQAg6UuPl60AUH2pAJziigUHrii4xeoprnG49lFSLgZz2qsz5t93940MViQH93n2pmad0QUw560hM7r4cX3k6pLak8SJkD3FerivCvDF19m160lBwC4U/jXuaHKA+oruoSvE+EzulyYjm7klBOBR6Vn6vfDTdIvL1jgQQtJ+Q4rc8Zas8O8Wal9v8AF1zOrZU3DRof9lflrjrVs+bH/s1dllYz2bPksxDE+5bNZ0XyXxU98j+dQerHRIUjZNj3qNPlaWP+8OKmuBl/qKgc4ZJO3Q0BJWEt2aJZSv3j8o/Op4hgbF+6vDH3qEgRSbj0PB9qW3Zmh2YO7fj9KY4u1kWg+eB0FTxtk/Wq2VRs9T6CpEc5A6e1SzeEjQQ9qnQ8VRjf1q0jcfSpOiLLSVJnFQp9R+VSg84qTQMZ4qRV5zimjmpMYWgaKN++JIQOu8Vq+YQvC9qwrpt+oxLnpWyPug5psUN2MM7Z5A61QL/6Wx6ZOcVPO+16rNy+4U0DNiN/MjwewpAMcVDA/wAoxU+d3NSUthw6GnZ4/wAab9aM96Qx+aUmos470hbI/pQBIWJGPWqQIEbgn7pqYtnOD2zVCRvMuQn8JyzY9D0poiTL1t8lsCe/zUkPzK8zdXPH07Usg8wiPoOrVJgcei0EnpXw7/5BlwOxlHH4V23auG+Hbf6DcL3LBv0xXc9q2jsfP4pWqsWiiiqMDzv4jPxbLn+9XnRr0H4j58y2Ps1eesefY1w1/iPu8jX+zIibhj7ndSOfve4DVIxA5645qKTqvvmsj20KX3eUPXr9KeCc+tRR4LdfuripAQRmgaQ8NjilJzTQMkUpoJDpSdRRmgdaYC4GaQnH0pc00jKtSAIhkctjP+FSYIHDg/UUgVQo3YOKbsBbjev0NNEjJ8txwSOeP0pR0p5UAcZJPrSdO1Kw0J7UpPNB6UlAwwCKMYFA6UpoAQDkY7UDrSgcE0lIBTwKYDl6UkEGkTrSALmTyrORz1xiqxXAiiPVVBNS3o3rDF/efn6UyE+ZMz44J4psESycbVpp5OKQnfKzD7o+WjPHFITJ7SQxXUTA8qwNfQNhL51lFIOhUGvneM4YfWve/DUnm6BaOf8AnmK6sN1PkuIafwyNgdK4n4pX32PwRdRg/NcukI/PJ/QV21ePfGHUvP1TTdIQ8RKZ5B7ngfoD+ddZ85SjeSR5pfNsuoR/cCj8gKq3A8u+3f7Z/nU+p/8AH2596ZepuAk96g9JIdcAgoaqyDMbp+NWWO+2R/Sq78YP4Gmhy1Id3mW/vSW05jtpCT828KD+FRodpZahcFm8tSMN8wz7VVjBys7msgBUMvTGc08HB4qtaF4xtdfl9askgHipZ0Relywj4NWo2zjrWaj4ar0cm9QRwPU1DRvTlcuo+TUoNUUk5606O6xcCPuamxtzGmg/OpCeaj3AAc01pAqtnoBSRqZKt5usMM/dNb5OFWud0wmS+kk9TXQOcgGmyaeupnXbnziKah3cU28GJ6YjYpoT3L1s+cjuKuA81lQyBLhfStJjtIPrSaLWxMCCKQmoDJtIGeKkB3Lkc4qRgWzSZO3NNAO7bVbULv7JZSsOX3qiD3OadhSlZXFkuVF1JGrjEUbFz2HNQWUpllM23CZ+X/a/+tWVAdylCSdzbpDnr7VsW5+UeXz7noKq1jBT5ncvp2A5ZqeeWC/wjqaai7V4OWPU08jjbn73X2FQanoHw8fMt4o7JGP516BXn/w5jY/bpuxKrXoGa3jsfP4rWqxaKKKo5zzn4jjBtm7fNzXnLcHb2r0L4jSuZ4I9v7sKTmvPeo29x+tcNb4mfd5IrYaI05H1FQOfkKj6qf6VOQehqCVT1HX0rBnuoS3k37z6HNTqQcdqxbS6aO6kjP3SpPuPata2bfGH9uKCU7lgDAooUZpetUITHFGDmlxigUwGmjPFKQBR1IxSAa3TrSgcU2R8vipB0oAOtJS+tBpiENNHelxRQMQdaXtRR0pAB4FNyMU5jgVGTjikwEJyaE/1gHrUbPtGaEfcykdQaQBfy4lA7gY/OkU+XBweeg+tUbqRp78RKfUk+g/z0q+i4+dxhVGFHf8A/XRfUSFC7Iwvdqa3BxUg4Bkf8BTCONxoART8wr3Lwa2/wvZn/ZP868NU5Ycd69x8GDHhWy/3T/M10Yb4mfMcQ/BH1Okrwf4jRTJ45uppoysbpGImPRgB2r3g9K8Y+KuoRz6zDbYB+zxjkdmPb+Vdkj5nDfGec3g81mb1JpB+8tTnkgD9Kbn74zkE5FER2sU7NUHpIZFwHiP1FQycqasOMYb+7x+FVpTiqRMtEUpTtkV+zVHt2ztxkVK43qQOqkNUslvLbOqTRshZFcBhyVblT+NWcvUfFI2MZJqwGwvNV0PHFSA5qGdEGOBLED1q/AcR8VUjGBU+8JHUs2hpqPaYRknNO00NPeNMeQKznZppAi963rCDyoV4/Gh7GtO8pFxjgf1qjqE/lWpGfmPFWpDgVj3Lme4CdhUpG9R2Rb0iLYgPrW2w+Ws6yG0AVoZ+XrSZVPRGffp++U1WlQou/tWhex5RTxkVHJFvtj9KYSWpnpJvKn0raU+dbKw64rnUOyQrW5YNui25okRTd2RzEqnpU8DNJblh2qO6QhCKfp3KsvqKRp1LKHeiv7Vi664XTiGfazTKQfTg5rZi4hK1zviPJNsO25jinHcyru0GVLQgYx+ZrdtHwBiuftecf41uWh6DNORhRehro2V9PrQTgdabEeOf1pSc5rM6j0L4b3CeVeW+fmyrj8sV6DXkfgS5e38Qxx7ciZChA7d8160DzW8NjwcXG1Rj6KKKo5Tz34iwOYracf6tSQx9D715u4AOccZ4Ir3DW0jlRInUMrdQea4PU/BqylpLJvLY/wAD8iuOqryZ9TlGPjSpqEzieDxkVG6ttyK1rrw7qlrkvaSEf3o/nH6VlypJHkMHX/eGKxcWfR08ZSn8LObuEeTVEWMbJGbGT0rfiAjjSNc4UcE96xrtHfVrdVbaxbOTW0gy3FQbQabZOCaWmLz3p2cGmixTkUDikJyaTJHHeqAccYpAefpSZpjvsjz/AHjSYJDUO+TNTiooRgZqQ0LYGAHfNFH8FGaYB3pelHWkJoEJig8nml4ppNIBpPPWonOBTi3Jqu8nNSxkUkmRipIW2puNRNh8+tUrq5eCHAX5mbaM0iW7FqxQS3Er+rcn+laYABye36VU06MJbqAee9XSB25qktCo7Dcbmy3Qdqhkfe3H3FqSTLfKDgdzUR4IVe1JsBUOWFe6+D12+GLMf7H9a8LU/MK9z8H8eGLMf7H9a6MNufMcQ/BH1OhPSvBvibaPb+Jp5TzHNhg3bOOle89K8f8AGEkd9qt0jgMhbGDXXJ2PmKDtI8s2k8qcGnA8/NwfXtWlfaNPa5khVpIfQdVrM3Bs/wAjUJpnoxdxzH5eenrVOYYFTlsdKrsN7DjNWiZvQ6v4c+E/+El13fMP9DtsPKf73ov1qT4qxBPHd0iKFRYolAAwANgr2D4faFHonhW1j8sCadRNKR3J6fkOK8o+K42+Pbn/AGoYj/47VnFB80zhI8+lWUHrSKtKTUHZHQfuANQzS5FNd8UQxmR+enU0Dv0Rd0+3JYMwzmtwHauOlVLKPAyf0qW5l2LjvUPVnfSXLG5Xup8ZxVe2iwd7dTSqhkk3HpU2cAUE7u5cgOW9q0Bjbms615NaA6CpZvDYSdd0PpUcIDR4qdhkVFGuwkUXGYF+hhuSexrR0uTOB2NR6xFlN/pVbSZcOBVbow+GobdyoKZHcd6hsm2S49DVqQBoc+lUosLMRUGz3uX2Gxmrm/EBYTQHoPmx+ldHIQSp7EVe1bwh5nh+yvy7ZlQvjH3ev+NVA5sVNKNn1OCtm3Y+RT+lbFsygD9ywPs3/wBeqVvo99vPlJ5oHYda1otM1VAM6fcEeoiJpyZjSkktS1HOgX/VH8TTy7OfuhaINL1OUYXTbg59YjWxbeEtYnwXgW3X+9M2KzN/ax7jvDFwLXXrOUnA8wBjn8K9rA715hpvha3sLmGW5mMzq4OB8q9a9PXoK1ps8nGyUpJodRRQelaHGYeptvugv90Cq6jmpLxt149Ii/MK45ayO2GkUThQRyKp3VvBIDvhR/qoNXemaqXJwpNN7F0209Dyb4gWtrDe2Qiijibzl+ZVA4rKVMY4xV/4gM0+t2EKd5AapbgTXNI+zyu/s9R69jSE80gIAz/OiMb5C3YUkeoPyQORUZb5qWaVIhuc/QVFFuK726ntTuEUSZ3sF7d6R/nkHoKeRtQ9zQi4+ajcBw+WijkmjFPoSL0oxQPWk7UwFzTScGgdKHGaQCE8UxmwKM84yKZPgKB3qRkRfJ54HrUTDJ6inketRlTgUhDGUHkGs6/U74AzcB61CuB1rOvkLzW0afeedVGfrQjKq1GLbNm0X92vz1aKpjJk/KtVPB+riMbYEceqOP608eENZ/58yP8Aga1oouxzf2hQX2jGbylB+bNRMY8cKTXQ/wDCH6uRk26r/vOoqePwVe7f3s0KfQk0nEl5jQ/mOWXO/IT9a9l+H8pk8ORgtuIZh9K4tPB0UYG+6Yn0VK9E8LWUNhpCRQ5xk5z1JrbDq0jwM5xdOtTSiat5ci2s5p26RozflXiN1M9zdtIf4mJr1Pxndm18OTgHDSHZXldrGzsT61tVZ4VCPUlibZjiorvRtM1Fdzx+VL/fiOM/h0q5JBtXIFU55Sg64rBO2x17GDd+FGiJ8i8Rh6SIQa2fBPgJtX1gS3jqbSAh2C/xegpFnzgE456CvXvCVgtpoEJ2gPN+8bj1rpptvc5602kbqoqABQAAMACvnn4rSiTx9dgfwRxr/wCO19EGvl/xveC98aarMpypuWVT7Lhf6VqY0PiMgcDBpSOKYT81DHioO8Y2M4q9bRYVeOvJqpBHvcZ6dTWpbrubd70M0pRu7mhENkdZtxIXnP1rQkcJFis0fPJuqV3Oub6FmIACiTjFIpxUcjZbFMWyLtp0FaS/drOs8mr4PFQzeGw/ceKTuff0prHpSg9aQyC7j8yBx3xXP2jeVdbTxzXSscjmucu0MN7n3q4mNVWdzqIzvhxxytUm4k7VJYSboVP0ps6gOfaoNL3jcsZzCPavYl05bnwfbwEZK26kf98ivG7Yb0K179YRhbCGPsIwP0FaQR5mYS2PB4Q1lqzw45Vq7rTLnKLgn8653xnp507xK7gYWT5wat6Vc5ReaxqaMzi+aNzs4p2P8R/OpiQRnvWbby5UcVdDZWhGbIpThwR1FddGcxIc9QK5CQV1Ng/mWULf7AFaUzCqW+1IelApr8Ka1b0MEc7ISbl+/wAxqeMZYVWTJkb6mrcY461y7s7dkPPQ1Ru2whq8eAazNQOImOcUS2NKWrPG/HdxjxDZYODvx+fFCqFFZvjWfzPElt7SL/OtI1zyPsMtl7thoXfIF/OlllWFMDt096dH8iF+5qqB50pJ6LUnrRQJGZW82U/hVlFzyaQLn6VKBgcU9ypOw08nNOAwKUUp5FVYzGgc0veignFACE4phfNN6k+9IVxmpHsOMgA60xpsY45Pal2DcPajyuc0hjfMHpioiWmO7kDtU4hX2prx/MeTQAzEaLzyaYfmP0qQhhxgVG3AHApCGNj8apSpvvLV8/dnjP8A48Kuhc9Ko3rFbuyiQ/8ALzHu/wC+qcVqc2L0pO/Y+gtOINun0rQzgVn6bxbpx2q/1GK6lsfCVX7xHJ92qMw61el5WqMozmokKDZRlAHat/w+c2Lf7LVgSmt7w6c2kn+/VUPiJxHwGN8Q3xplqmeGlJ/SuJ09MYrsfiPkWdie3mN/IVyNg4ODirrPUjD/AAl2WLKHtWHf25FdQEDpWTfwYyaxRucwjZukTuWA/WvoOyQR2NugHAjUfpXgsEWdUhyP41/nXv0YAjUDpgV109jjr9CO8nFtZTznpHGz/kM18mXchlupJW6yOWJ9z1r6Z8bXv2HwdqkxOMwMg+rfL/WvmWQfMasvDrqPHK00jJ6fnSrwBUkSbmJPQcmpOxImiTZGB3bmtC3QKoPNVIxlt3are4KlJnVTVhLh8rgUyGMqvNIPmOalyAtIvd3GOQBUAOXFErZbFEQyaCG7s0rY4FXQelUoOn9KtggYNSzpjsOJzilUkg5pmemKcDikUDfe/wAayNVjywYVrNx15qlqKZhzTRFRXiLpk2Ywh6irlyMsG7GsfTH2ybfetqX5oR/s0PcUNYiWDBbhMngkZ+lfQdpg2sXpsH8q+d4jhq9/0Wf7RotnN/fhU/pVwPLzDozkPiPpguIobhfvrXG6XMUG09a9M8aRk6GZgM+W3P0NeTQTBLg7TxmpqIxw70sdpa3OAOa04pt3/wBeuVguiQOa07O63NiudM1cTfIytbmhyb7Ir3VjWBE+5M4/OtTQZMTTxD0DVtT3OeqtDoKimOIXPcA1LUFy223kJ/u1u9jmW5gR5Jq4g4qrGOM5q0n3a5Vudr2A8CsbWZNlq5PathzgVzHiefyrKT6Giexth1eSPFtUhfU/F9rbo3zSTqB/Otk/OwA71neH2EvjqOduUt45p2/BD/jWpEMLuP0rCS0R9Vlz95kdw3ARO9CJsQIKFGWJqQVB7Y5RTqAMmlxVIhsT2pRQeg9aMUxXDNNPNOxSUMBjDFMYY61KAPWmEYXGakoQD5s5paTpSbuKQaDqjZuTTucU0J1J4oFZkbHK8Umwt2wKkJVV5qBpt/C9PWkAskgRcJy1W9C0Iam9zdTBvKs4/Nz6vn5R/OqAXNeoeFNLEfgC9m2/NcBmz7Dj+la0o8zPHzfEeyo2XVnSaZzaxn/ZFaA61laQ2bKP/dFaoNbHyU/iGSDK5qlPwDV58baoXHQ4qJCgZ0py1dH4dXFkx9WNc5KSCa6bQVxpyn1JNXR+IWJ+E5z4kg/2ZaMO0p/lXE6c2MV33xDj36DG392X+hrz+wHSnWIw/wAJ0ULfKKqXyfKasQH5R6Uy7GUrNG5zJbyr6KT+64Ne6QOJbeN1PDIGFeFX3ysTXtGgS+foFhKf4oVrpp7HJXWxx/xcvFg8KJbZ+a4uFA+ijca8HbrXrXxpuw1xpdmOqq8pH1wP6GvJjzzWjZtQXuigZwKskbFCfnTYVx85pSc1B1pWJomAG2piQaqoanXJpM2iyRemKRnwMHigNgY5qJ34NBd7EZOWPNWIxzUCcmrMY4oZEdy7COO9WSRgDNV4asE5UVLOpbCnGKKM/LSD6Uhj8ZqvcLvhYe1TgZprgFSMc+lIbV0YcR8qf2zW/GweE47rmsK4TZJmtawkDKuap7GENHYVeGr2/wAFyeb4UsGPUIV/ImvEHBWUjA617L8PJPM8KQj+5Iy/rn+tVDc48xXuI1fEkPneHb5P+mRP9a8TtIy8pJ7Gveb2Lz7G4h/vxsv6V4nbKsUzo68hiD+dFTY4cM9y3EpGO1aWnod+Saplgcba0rIHg1zHUzdi4XHer+kNjUwB0ZWFZkecYq9pbbdUh9zj9K0hujCovdZ1lU9QbbasD34q5WXqUmWSH/gRrebtE5aavJFRB8uKlB4pFXAoyBWCR1sZIeDXC+N7zyrN17nNdxMcIxrynx9dfKVzUz2OvCRvM5XwrEXk1u8P8FssIP8AtSOB/JTWkzYIUdKz9ABj0XKnHnXTSN9EUKo/NmNX+rVlJn1eW07Rcn3DhF+tOA5xSYywpwORWZ6g5acTTBSgkHFUiRaXt2puaXrTJEFFHSjtQAmOaYQQetPzzxTWOe1Syhp6Uh4px6UwtzQMXdgVA8mSQOlO60m0FaQtSLaz9elOWPB5pxYKKidy3fikJhI/zBE+8xAr6A03T1t/C8Nko4Fvs+pxXz7EP3it6HP619J2Q/0GIf7A/lXVhlufJ8Qyd4HK6IxNoo7gY/WtgGsayT7PdXEH/PORh+ta6sSKZ5D1Vx7H5apXC8VbPP19KrXI4qJChuZUp+Y11ukJs0yEdOM1yMvDGu0sl22MI/2B/KtKJlitkYfjiLzPDM5/uMrV5hp7jdjrXr3iOLzvD16h/wCeRNeOWfyzenNVWJw7OotzuXpxSXS/u6ZaNwKlnP7qsEdLOR1NsM1e0+HkMXh6wQ9RAvSvFrwebeBPVsfrXutnGIrCCPGNsajH4V1U9jkrvU8L+LN2Ljxo8QP/AB7wpH+Jyx/9CFcIF3Gui8bzi48aatJnI+0Mo/4Dx/SsDOBxVM66KtFEhbC4FNFIKUUja49PvVZHBqGLgipn6UjWI0saYeTSA4Y9aBgmmNu45F61ZQYFRoKmUce1Sy4FuLgVMeVqCPleKmHSpZuhw+7SZ5FH8FNzzQBKKCc0ik57UGkX0M2+jyCaXT5MfLVm7TKYrPtj5c39KtHPLSRry/fB45r1T4aSF9FnjJ+7Pn81rys/PGPavUPhiuLC9/66L/6DThuc2O/hHedRXierxfZNfvYug81v517dXjvi1Nvie893zVTWh5dB2kVbc5Iresx09KwLPkiujtAMgdsVys7GacOMd6saef8Aia2/+9VZcBal0w51e3/3v6VUd0Yz+FnZZwM1hyt5t3Ix9cVsTv5cDv6A1hwgnJ9a1qMxordk5bioXcYzUpHy1B1BzUHQiC7kIt2Irx7xiXmnbn5R3r13UUAt2wccV5trtsj5z3PzVlPY9HAr3kkc3pUDW2nJG/LEs5HpmrY44o684pVHzZrG59nSjyRshT0pV4peKB60jQTODzxS5zSHk04DiqQg69acAAOtNPFKe1MQh60fSkzTgQB1oAQimOQoOeKa83UIMmoWDsuW4qWxoc0vTbUeWLHHNPKU4ADmkAwDCk/rTGzwqmpW+76DNN2ZagCuVz1o2c4FStinRKOWOeKQiHG2SJB1Zxn86+k7MYtI/wDdH8q+boR5l7EfV1H619I2fFtH/uiuzDbM+Q4i+OJy9yPK1+8X1If9BV2JuQKzbyTf4ivD2VlX9BVxGzipl8TPMgrwRdXG2qtxyDU6n5etVZ2+U1LFFamY5zOF9SBXcQLthRfQCuKt18zUYVP98V3Kj5a2odznxT1sVr2Lz7G4iP8AFGy/pXiKjyr1kb+FscV7uQMV4jrcH2XxJeJ0AmYD6VdVaEUHZmvaMCoFWJVzEfpVCyfpWo65iOPTqa5kdjOTERfWoEH8Uqj/AMeFe6BQFA9K8esLcN4ms1IzmZT+texnpXVT+E463xHy94lheLxHqKuckXMgJ99xrKAJrofiDH9j8eaqoX5HlD4+q5z+dYEZDd6bOyk7pDBweaeGxUrw5Xd3qPbSNrWJUPSpSeKhQetOc9MUjRMCST1pVIxTBz0qQcUxonXpU6darqcgVYjGRUs1gWI+VxkVNn5ahjFS8YqTVDxyopnQ0DgUhOe1AxyHJxxUv061Ap55xUwJ2mkNEcq5UisqQbJPxrWbryazrtcNmqRnUNCybehHqARXq3w0H/ErvH7GcD8lFeRae+HX8q9f+GoxoVwD1F02fyFVDc4ca/3R3FeQeNwYvE8wP8QDfpXr9eV/EqHy9ahm7PDj8quex5lF+8Y+nEMBXS2i8DiuV0dsuK662HyDHf0rle53S2LWeOlS6Z/yF7b/AHv6VXI5HNT6WcaxB/vU4/EjGfws6nUX2Wb/AO1xWXFwoq7rLgQop7tVKMHaK0m/eIor3SUn5aiPWnnio5Kk1iUNVfFqSeK8616UBxH3JJrvNdl8qwduwrzXU5fPuyw6AYrGoz3Mpp3qJvoUwMtTwOMUmNq0AVifVijml7Gk70A9qaGKM0opo+tOFMTDrSnrQDzSZ9qZIhOKjILn2qSk9aCkNCBabKDjFPJ4pr5OKlgB4HSkI3dsYp23jmkJAFIBSoxURPNPJ+XpTMce1ADAuSKJWwNi053CKcVCOeaBMtaXGJdWs4v70y/+hCvomEbbdPpXzzosixa7Zu3RZlz/AN9Cvfb24FrpUk5PCRkiuvD/AAs+N4g/ixRxcUvnaldTDnzJWP4Z4rXiBJ+lY+kwlYQW6nmt2NcYqHqzhXuxsT5AWqVy4wRVlzx7Vn3bHBxUsUQ0oB9Xi74Oa7X2rjvDsZfUg390Guw7V00fhOLEP3ha8p8d2Zt9dec8LKAwNerVw3xItN+lw3Y/5ZsEP41c1oRTdpHG6fPlh9a6JDuTPtXH6c5EoGeK66z+ZAPauWx3XK1hHjxRZe8gr1TtXmEZWDXrGQnpKv8AOvTs1009jjr/ABHhnxl0n7P4gg1JV+S6i2sf9peP5Y/KvM4pDG2O1e2fGch7HTYu5eRx+AX+ma8UlTa2RVnRRvy3NSFxIKbLEQcis+CYxNjPHrWqkokT3qXodsJcyK4XHXNL3p5PJxzTc4pFBj2px7CkB5pB96kNEwOMVaj5WqiHNXIvu0mawJ0JzUg96jXlqk6ipNUKOlJQDj1o60DEB4qVDxUJGKep7UCJGHFU7tMrmrmM1DMvy0DlqinattOK9m+GrB9Luz2Mwb/x0V4unyyV7F8LpVfRblB99Zhn6Y4q47nm4z+Ed/nmvP8A4m22+ytLgdVLKa9Arl/Hdt9o8MTNjmJg9aM8um7SR5bo7kuBXbWx3RqQMcVwujnFwRXcWTZiAOeK5HozvexaBJXtmpdNH/E4t/8Aeph4Ge/pU+kR79YhwOmT+lOPxIzn8LNnWnw8KfU1BCfkHc07Wmzdxr6LnNNi+6KqXxCp/AiU1FIc1ITUDnFBcTnvFEgXS29zXnTHPzZ613PjKYJp341wnZR6Vz1GfT5RHdh39/SkBwKcRgU3NZn0CFPWgdKaTQTxTQCj8qcO1IBntTgPWqExwAwTTc0oGKQigQh6UhpScU0nFIELikOOKaWppJIqSh5amjp0zTRnaKUAmmArHC1EST0qbAIqOSRIupANJiItvzZNRM3HWmvO0jcDFCoWOPzpXFuTWh23Vsf4mmUD8xXuHiS5K6ZBbL96cgfgOa8P04fafE1lbj7qSoD9Swr2DVn+0a2sY5WCNQB7nrXVRdoM+SzpKWIiS2ce2NQO3HNaCDjOKgt0+UVbByOhpHlzZFJwprIvJAWIrTmcAY5rFumLNyRUyBbHQeGIT5Usx9dorpKy9DhMOmxKep+atMV2QVonnVHeQVheLbP7b4bvIx95V3j8K3ar3SebaTJjO5GGPwqmStGeI6egWTPpXWWDhlNclIpjkdV4Ktz+dbekT/wk81yz0Z3w1RfuIwb+1b0lX+demDpXm84yyP6MCK9GRt0an1Ga2pbHNX3R5T8a90dto0452zSDH/ARXkxjUsyjkdV+levfG3H9gad/eFyf/Qa8ggfKR89PlP8AStGdOFd42KM8ZibFT20/A5rQuLQTRbgKxmRoJDnpU3udEouDujVB3GgLiq1tP82DVzGQKk1i7oYabuweae3FQk/NzTCRYh5bNaEI4rPgBrSi4FSzWmPXr6U/n0pgGM08fWpNg6cUlLmkzzQMU80g4NLnNKfagQ9G4pJBkUxDipsZU0DRmuuHNeifCu92andWjdJYg4+qn/69cDOmDmtzwTe/YfFNi+cBn2H6NxVxOLExvBo98rO1u2+2aLdwd2ibFaI5ApCoIIPQ1oeGtGeA2J8q+Kniu4045Xbx0rjdTg+xeJbuE8BZT/Piup0x8FW+lc09JHop3ia78ACr/h5N2ps3ZY6oOMdeta3htMzXEn+yq/zp0/iMqnwjtZ/5CCf7lJEfWjWP+Qgn+6KbAcD19aUviZdP4ETk8fhVWQ8fjVkkYzVGd8UmXTVziPHVz+7hh7u4X9a5cnb9av8AjC683XraLPRuhrOPLGuee59dlULUxQSTQT3pOR9KUDNSeuNxk9KUjilJUdTUTEy8ZIFMZJ5oXpzSh2PamogXGOal/CmhMCOKQilL47UwszHjmmIGPOKb1NAHzZP6U4AD61IxoTNGwcelSYqKSZEGM0AOUYppdVGS2B71Va6kkJ8tePWkS3eQ5dqVw1HSXTSHbEPxqIRZ+Zzk+9W0iCLwBSFCzCkFisI+mKdK620W7+JugqaV0gX5uvYVnsHuJdzD2FAN6WRf8Kx/8VPZM3edWz+NeqWcn2i6nuRyJZWIPtnivK7aRbAiXoyBnGPUKa9P8PxlNNtVb7wiTP1xW8H7p8tm0P3t/I34uF6cVISQOeKI+Bj0pjvlcmqPDe5Vu5sLz/F0rNhQ3N3HH3ZgKmupM5AOau+GrXzbszMCVQcGiCvIJvlizrIoxGiqB91cVIaMUvauxLQ81hTcCnUUwPGPFcQstevUUYDygjH0zVLTrsLcLjpjBrq/iHpTpMmoqB5L4SQ/3W7GuItAI5MN94elc1RanbSd0dorpJEOtdTYeI7VoEinLpIo2kkcGvPIr50YL1FTvfLlV3nPJ4pQk0OcFIofGPUFu7/TrVH3QCBpFI6FyfX1wK8vgfGUr2sWNvrFk1teosityvH3T7V5Hr+jT+Htae0m+ZfvRSH+Jex/xrZS5i6S5dC1aS7lx2pt/YiRC6jnFZYle3mR1OUaujt5Vnix7UttTvhaaszkwGik2mtKCXetS6lYc7lFZ8DFH2tT3MuVwkaEhwKrdWp7vkUxBlqRTdy9bjirqDiqkI4q3nipOimtCQHnmlHNMBp4OaRYp96b7mnH8KYeDQMeKXtTQadkUCEJxUyHjpUJXI60kb7SRQwFnXPeoreZre4jkQ4dG3CrLDeOlU5F2tmiL1Mqsbo+kdPuhe2MFypGJY1cfiM1arkvh7e/bPCdupPzQs0J/A8foa67tXQfPTXLJo8X8bxeR40nxxv2v+la2jr5ir2C9ag+JNu8fiO3mA/1qL+nFWdIXbCgPBxya56nxHZTd4Gu4+Q+orb8Npi0lfsz8fgKw5XO3gZrovD4H9lr/vNTp7mdX4SprXGoIR/cpkIyoqTWRnUVz020xDtUVnL4ma0vgQsjED2FZl3MVVj6VfYbFC8msLWJvKtJnzxtNS2dFGOp5fqVwbvxUCTnZuarGe1ZNiftGr3lx2UbQfqa1ccVhLc+ywEbUwyPTrQzn0pR3xTT196EjuG7S/WnqML60ueKAwoGHQ88UoGe9IHBPNLlcdcU0xWDGOtHA6U3cP71IZUHei4EgHNRSS7TgcnmkMoPTmmKQZGY+lJsBmZpcc7RSi2QZLEs1TBh2XpRnPagYixgAYGKXGBS5OOBmj5/YUguIAaa5CLnj8ak4A+Y1Rnl819qdB3NAm2N2b5CzHJNTxoB05pI4j2p7ukCZYgH0oFsrjJFDzLEerkKPxr17T12woPQYryLQIDq/iCJwxCWsiPj1Y5wPwxXslmm1AO9aw2PlczqRlVLykhfWqlzJsBXpU5fGOeKoXcmCao8dIoTsS5Gee1drotp9k09Fb77fMa5bR7M3upLkfu0+dv8K7oAAdOlb0o9TmxM7uw6iiitzkCiiigDM1nTU1bSbmyfGJVIBPY9jXihje2ujHMNrqGVx7qcGvfcCvKPHGl/ZNdM2P3Vy3mKffow/PBrOa0NqMtbHOh8tnP5VLd2s0titzD/AK2I52D+Ne+Pf0qk5Kn0NbWnyF7TDc9sisGrHXHUq6J4jWXYjkHbxkevvWn4i0u18UaasOdl1HkwzHpnure1ecajbX+ia19ve3lFnK5G5V+Rh3x/ntXeaPqm+BGjKOGA2ydiPWrtYUWeYX9nc6efsd1GY54pPmU9R6fnVjT7lkkCYODXpvi7w+uo6PLqEe1rqzjMnmMAA0Y5Kn8OR6V5tbPGH3NwD6VV7o6qT1ujYmAeIniseW3TeTjFXWlUrhW496iYDuaFodU7MosmKWFMtVhgh5yPwoQLnimZcupZjGAKkziocinZqTZMkzzUi81CnJqQcetA0TDmmNwaA3FOJBXoaRQxTxTiaaBgdDTuooAcD8tMJG6pAMrTGx3xQJkiPkUyZMimgkGnh88UC3PSPhNc5t9RtSc7XVwPqMV6ZXk3wpYjVtQTGP3K5/OvV81tHY8HFK1VnAfEwJHHp82Mv5hH4ZBplkF2AqPvAVj+OfEttf61FZQ29zPHZq5dkQfMfVfXGD+Rp2k+I9OmijR5XgYoConXYCO3PT9ayqRbdyqcko2OgbBXr+ddLoKbNMXPdif1rlXcZUhgw9e1ddo2RpcOe4z+tENyaz0M7WedQAH90VGOEApdVP8AxNH5/hFRZO2ol8TOikvcQySQ4JNcX40vza6RKyn73y111w21evFcVrVidd1zTNKX7sswaT/cHJNQld2Oqm1H3mctDpDaRplq8rHz7tPtDqf4Vb7v6c/jTt2OK6PxwNniOSIKAiIqqO2MVzZPFZVFaR9dlrcsPFvqKCQTRQOopTz0FSd9hMUmwZ707GPWmnd6UFC7B6UBBik/edsfjTRFI2cuR9KBbbjyF6Y/Okwg/u/nTPsqk8lj/wACpfssY/hBP50rEucVuODIO6/nQShPJGPrSfZ0z/q/zFOECf3B+VPUPaw7jRKnHI/CgyoOd1P2AD7gowoGflosT7aHciM4A4VjQ0srY2Jj1zUmUx95f++hRkf3gfpzTKU4vVFYxTSH5nAHtUiQpEMnH40NJL0jX8agaCR+XbHtUMq/YdLc5OyLH1qnKhOS5yevNW1gVe2ap6g/lW7lV56AetNGNV8sW2dF8NbBpr691F/uFhEnpxzmvVoxtWub8IaQdK8P2kG395s3N/vNXRn/AFeGGMdq3Wx8XiZ89RsR5O45rNun3cZ61anlCj6Uml2Zv9SQH7i8saaV3Y5ZtRVzodBsTaWQdx+8k+Y1sdqaFAGPanV2JWVjzJO7uLRRRTEFFFFACVy/jXThe6M02PntzvH06V1FRSxJNG8bqGRgVYHuDSaHF2Z4FK+xnbsGwc1u6BGLq5hhQ4STO4d1A6n8v1xWP4m0+XTNRmiXJ8mQo4Pcfwn8RW54CibbcXb8DcIkPt1P64/KsVC8jqc7RudX4h0WHUNK+zLEoAUBRjgVwFt4W1XT5D/ZpUBj/qpPmTPqO4/CvVonEq8/5HrSmJDJuwOK6LaHKqkkeOeI7jxQumHT7ywktbVh+8eEFxIPTd2FcdGmeOK+mAMCs2+8OaNqWftWm20hP8ewA/mKnk7HVTxXLuj57Mbhcg8U3fIDXsV98MdImy1rJPbN6b9w/WufuvhbfoSbe8jkHoRzU8rOmOLizz8Pn+D8qkR1Bztaunm+H+vw9LZJB6o1UpfCmvw/e0uY/wC6M0rM2jiKfcyxKncNUgljJ71aOhawv3tJvPwhNRS6bfw/63T7uP3aBgP1FKzNFWj3EQxju1Shoh/EabDbXJUH7NOdwyCImI/Cn+RKvW3l/wC/Z/wpWZqqse4BovU07zIv7xpoR/8AnhJ/3wf8KeI3PIgkI/65nH8qVmV7SPcUSRH+I0nmRf3jSBctgQuT6BTUwtJiBi0uP+/TUWYvaw7kYkiI+8acCh75qQWM5HFpcY9fKb/CpF028IytldH6Qt/hRZh7aHcqHYDndTcrjhhV06denrYXP/fpv8Keuh6lJ93S7oj/AK5mizJdaHc7z4XWZ/0u/wAjD4jx+Oa7TXbyWy0S6lgAa42bIlJxlzwP8ax/AGlXGlaAVuomhleQtsbqB0FZV5qb6xqckisTaRMUgUdGA43fzrS/Kjxqv7yqzgR4X8TFZ2/0WaSaMwyYkAOw4zgEDHQ/ma17fVUg1azfxHpbRQ21q1rBbeWWjLYIU88EEe/XFddCfLbjpjBxViZI7i3aGaMSRt95HG4GkqjFKkcTbW26DTF0zUdt9cxyNcR790MO3lQVHStPwh401q+16y0mRraWB1OWKbWwMnIxXPeLdHbRov7Q0syQQ+YGmiQn5f8AaBHIHrU/wxMd34yeaNHCxW/AYABRkBcc+xrSLTRhOMo6M9L1TB1Zh6gUxsBcZpb5g+qyk/w02UDy8+orll8TPQpL3UZmoS7ENVvBtoLnXbnUJBkW8flofduv6CotVlwjc10fhTTRH4d2uCrXO5mI6jPAp046lV52hY8y8WXq3viO4mTlQ2xSO+KxevarvjG0HhvWRYxsJ28tXZjxtz2rAOoXSt/q4fyNJ4apJ3sfQYXN8NRoxhc1Pw70Hr0NY02q3sab0itm9iTmmJrl9JHI/wBlt8xgEjeec+lJ4Souh0rPcM+puDOfb3p2Pb9a5yXxBciZIvJjBb07Cp01eIn/AEmW7j/64xRn+tH1WYp59h1szbO4DpmoPtMkt5FaQLG1xM2xEL8sfpVdLnw/In7++1d8ckY2/wDoNKmp6No13Be6bZStNBMsgaRDu4OTyfaqWFl1OOvn8XG0EU5hrE2oLaNc28Mbc5gcOSAcH8faumu9Cs7bTUGZZJcDdI8p5Ncxqekz2mqNrGkq1zo9xKZ4p4l3bN3JRwOjA8ciuhufE9hcWMca+fuC/OfIcAfpVxhFdDxq2Pq1HfmKMGnWpI3Qk/8AAjU97o9n5JKpIvI+7I3r9aqx63YRvmS5VAO7KVqa61/S5bdjDeRyHj5VPJ57VXLHsYvFVO5Lq+jaei2iJG4Vn+Yh29vesy58Pac6MQsqkdxKaS78TQXXMhCIkgdSB0XjOahufEtt5P7lZJS3QkbRRGC7CeJqdWW9E0WzvNPQsrFlJXcG7gkVcuPDDwZeIeYv+yxVqreG9XtdNSSK9nSHMjOu/PO7nitm88XaKV2LeB29Fjb9OKc6Cehph8zrUndMw/IRG2NJKjf3WbmlMSp0nY/jmqGo6xDcBxHHM4A4Gw1gPd3ySb7fzUOe7VhLCS6Ht0c/jb30dYVYk4fP6VNo2nHV/EVpbEMY4286X/dH/wBeuVt9a1RrqOF40lLdghLY78CvRvhrexRm7luoArSOB9pVsrgfw+orL2EovU1xGb0qlJqL1PToY9igCkmIETZPepGKrH7H0rPunLqRVWPBvzO5WnkBIAOa63QrL7JYh2GJJPmNcvpduLvU4YyOByfwrvQABjtWtGPU5cTP7I6iiiug5AooooAKKKKACiiigDzf4kaYAsOoRDDy/unJGVzjK5/UVU0Bfsuh2qFdrugcgHoWOa7vxBpg1fRbqzztdlzGR2Yfd/WuKKNA8cbptZUXIPqFFJLW5TleNjfhkIjVQavwuHOPSsS1uUMfzMN3pV6C5VDkAn8KszNMrigcVWS539qlEvHNAEooqBruGP7z1GNUsycCePP+9QBa257UoQDvUYuEf7jikZjRcCbeqDrUNxepFC7v91QTUErFVzWXeSeddQ2ueGcFvoPmoHdmzaAwwQxgkbUA/TmpcqT0FV4pM7moM4jUZBJPpQPmZNsQN9xfyqOaFZ1xJyvpTiw25zSK2fmPTtQLmYlvZW0C5SGMH/dq0KjBp4oHzPuOFGcetJQaA5n3A01nCLnOB7UE4FVZpdwVF+8zbAPegV2WNduBaeHrqXcQTFsU98n5f61xNuRGqxx4AjXtXQ+MZPL0y0sWbLSSg/gtc7KY9PtJrqYgIq7yT6Vz1Hd2OugtNSa0vUa4eMnleufWtbOUH0rgPD13Lcma4fOZJC2COR9a7RJsxjntULQ2kitrcMlxpN1bQ48yaJo1z0GRWf8ACbw5f6c11qN5btDHJEqRh+DkHPT05rXlfLL9eK7OeUQ6b5nAxF/StKbtc56qu0c7M/malKw6Fqml5gORjiq0HzDeetWpQTbN67ayOqOisclNE95qMNqvJkcL7+9enwRLDAkSDCouAK4jQ4BL4mhY9EQvXcyOsUTu33VUsa2prQ5cRK7sfNHjF7keLtS8yV5HE7BX74BqoLWT7LDcPPC/nBjtHVdvXP6VY1Wb7bqVxMQN0krHOPU1UCQW5xnJVdpJ4+v616kFocLaZFcldyIihmYhRzTmtrYXMIDRI2zKmViu7/ZzjrgZphkQXAd1wSBt46Ln5j+PQVYMUUkYV8DcckHnb2xTkrkxdjMlj33khdVJXK5DdT9ahEGHyN6/Q5rTbT8qFifJGOBSCxZc/Oe/bFCQ+YpeZIE+Yxvg9+KUyndhoVAx2qybWbaACPz5qFlKODIvOzHX2osF2V0uL+zlL6bdXFo7Y/1MrLn9a1rvXNbNukkWuX4VwG5nb8vzrNYDrtxgg896iNv5sX3SdjMdo/z05rN04voUptIuJrmszwtbza9dPF90o+GHP4VjmziUqnkhiCRnFWXQmd9pRVUAHH0zUaQxCRSUP3j368UlTiuhXOwGnoUYi2b6lwaQ2hCjCYOeCccdK0Y41CYVR8x7LT0jYEhkGPdeKrkS2RPM+rBrdRcxebHI6qPmAyvtn+VUjmCbKjbv+YE9vb6irssTv/rGkbnozk029txPHhSol+8B0+b39j/Oko9wcuxXB3EAnJ9qaRvIhXl2IC8e/wDKu68HfDqXWLSPUNTd7a2b5khX/WOPf+6K2/E/hGx0iK0m0qzSJvMCPJk5b0yTXNVrqKsjpoUOZ6nA2XgrV5bpXsZ0kuVQugV/LLbeoRvWlhvPPme1vs2d+vytIVMQkP8AtL1HPfGK7dbKbRPLnZ2VYzuicj7jf3W/oa1dX0zTfHukHlINUjUhZUHU46Nnqv8AKuKNVyep1ypcusTlPD/jm+0B/wCz9b3T2W7ak45eP6juPf8AnXokd5BeWq3FtKssUg+V0ORXiGpwX2hXUunatC2wZweoVcjlWb74o0XXr3wxeebZSCexkOZLcn5SvqPRhTlG4o1GtGfR3hmyCRvct94/KPp3rpM9awvCt9ban4ds7y0YmKVN2D1B7g/St3FbQVkclSV5MdRRRVEBRRRQAUUUUAFFFFACbRjGK5bxJZA3SzqOWQj8a6quf8SoDBbyFypVyM9uR0NCA5SIOjZ9K24JVMQA+9WYyM3JHXuO9WYoJkkV1xx2NUSzRDgYVOtSCBn+82BUsUyGIGRFVqU3UPZs/QUAQnTreRcSJu+tVp/DWn3CHMIVvVa0Rcof4W/Kp1cN0oA4+fw1qNgxm0q8cY58tzkGrGla+5uRY6pD9muuihvuyf7prqutVr3TrTUYDFdQq69j3H0PUUAQXxCQhsVhRnN00v8Asnb9TV65iubS0NlLKZUYbbW4b7wbqqP7noD34/HJ0e7S909LtlKBgSwORtIOCPzBFAG4jYiROcscUpKtcAY+6ABWV9rnnmDJnP8AD7VLAjyzeWrsx5EknYf7I96ANVX85vlP7sd/Wp89B2qJAqKFXgDinqRQBODTgaiB4qQGgB4NKTTRQTQAxzTLKMTX+8YKQ88f3jxiidgsbN6U3Tv9B0Ke82bpG3Se5PQUmUjkPEuqfa/EsiJkxwfuR8ueR979f5VuaPpNvq0MyXkQkg2gbM8ZrAstIczu90oy5L+YhOCc813+jWf2LT0X+JvmP41ileVzok+WNked3ul2mk67NaWbPsCqSr84b0z6VMZzGuevFW78xyeIb6YHK7tg+oGKqXcbHaidD3rOe50xfuq5IsuTEO7Y4rvL6ItpLp3Ef9K4nT7YyalbqR/Ev867+7H+iy/7prSGxz1X7yOSthlce9XiCYdvWq0CGrZHy9azsdN7lHR4zD4jTj5Wibn8a2/Ed3HYeHdRuJHCKsD/ADH1IwKylbyLpLkc+WST9Kp/EqZpPANy9udyyMmSPQtW9LVpHHiFrc8BEryXKs0ucMDtjG6rHyBjkjnoW+Y/98jvTrazhkG6Uu2OoLdKuC3twDsQKPQNivSSOFsohFbAclEOC287i31rQDWIC8sW+v8A9apo7azKAbDx3B6059OtD821wx7b+lMRUENu7MY5nX8aXybkZ2XIbk8OtBsIwSA8iY5+5UK2UwceVcKSPm5PNMWpLIblV+eBHx3TrUUksZOwo6k/3xSkXseNybwPQ1E1787b0b6Y6UgKt1HyuzndToLffFJuDhV3E7OM8Uy5kjJTZkcZz2qSJ2a0f5sZLMc9xyKRXQoCHIw/c5JHvUoijDIByd/XPtRnLbN2AoPTp93/AOtTIjvdc4OWJp6AjViRFXLPgA+tWBJAp5fIHXFVIxGY/mKk1bjeNdyKFx7r0oEMka2cN/rCRzkKagkOGRwmf4SGXhhWmsjFfquaXy9xXcOCucg0gNzwl41bSAlpfK8unnkSdXh+vqPevTZYrTXdJKwyJLDMvyuh3YNeGvFg704Ofr+H09qfY65qOjOZtOme3z95VG6N/qprlq4dS1R00sQ4qzPTlhN1FJpt0FW8hG0A9JV/rXJ3gu9LvVEG8Kh6F8Ffr7f5NNb4hw6nAh1KyMd3H9y5tXzg/wC71p83ijTdas2E0hS9hH3gv3/qtefUoTj0PSp1oyRJf3Om+JYlsNVIW5A3RTxn5k9w3auBh0Wa18QJpZYTK8gAdPusp43ex9a1Ptdtet/oTlLgNgxuSm4eoyK9e+G2gJb6e2qysHlul2EEdAGOeadLmejMq/KtUdjo+mW+kaXBY2ihYo149z3NaVQwwxwQrDEu1FGAM1LXQcVxaKKKYBRRRQB5/wD8Lt+Hn/Qw/wDklcf/ABusab42+G5NbKW3iCzg02JIyXm065ke4YltyjG3y9oC8kNnd7V8s0UAfU/iL4xeCb3SPs1l4ilWWS4gEjRQ3MTCLzU83DqgYfJu6EH0rDl+KnhaOxtrG11q6iSSd3uz9tvpiUEbFEE8ieYgZwgJUcDOM186UUAfTVx8WfCEmiWltF4ouLRo3QTRwR3M8jpuGQs8iBsYySxG7r7VR8Q/E3wbrGtTudZknskghWBPtF9aIXLS+acRLyceVjcPXmvnOigD3P8A4WJ4Wt9SSddSnuWmvAP9ZcpDbW/yD7mPmP3+quc/hU1n8RfC9tqMs76vLNGqyM0ss12ZJWJfakcIQRKo+TluevU14NRTuKx77oPxK8J6XbWktzqE092bWLz3kvL2XMpVTJmJl8sfNkDbngdq6a3+M/ghv9bqJj+ltKR/6BXy5RRcLH1d/wALj8AnrruPpZz/APxFA+MXgD/oPf8AknP/APEV8o0UXCx9Yf8AC5PAI/5j3/knP/8AEUf8Lk8Ad9e/8k5//iK+T6KLhY+pdV+K/gHUdKu7NPEXlvNEyK5sZzhscMfk9a5Sx+I3huDS7OzudcSWUbjcypbTBXbJ5A2Z5zmvBaKLhY+j0+KHgtE2LrOM9/ss3/xFXYviv4FhjCJrX1P2Wb/4ivmOii4WPqAfFzwP0/tv/wAlJ/8A4iuysb2C/sbe9tX8y3uI1lifBG5WGQcHkcHvXxbX154LGPBGgf8AYNt//Ra0AdGhqQVAnNTA80xEgPFBNJxSE4GaAKt2TKVhXqxArVubBbiw+y+Y0fAG5exqnaQGW+Vz0XmtvHPSkyloY9rpHlFGuJBKYxgYXaPxq3e3kVjaSzzuERB1P6Cp5poraJpZmCIo5JrzzxDrianP5asfs6HCA9/VqiTsjSEXORRScGLcT8xOTn65q3E+U83GcnArnpnaScJC5bA+YjoPb6+1attJLdtFbW0bSvgYVf6+lc+7O3RLU6LQF87VUH9z5zXWahJ5dlI3tVDRdKGm237zBuHwZCP5CrOrkfYmBOMnFbpWicknzTRiw8Cpt2V6fhUUA3Yz2p8pG3GcGsTrRHIAyNjriuW8U6ii+Br+0kcB45Y2QE84Lf410+cLkGvNfiTG0dvGMER3Eixsw7fMGH/oNa0X76Mq8fcbOKtsSrjPPfAq79nwOEIOM5IPrWUlnNAilZVPfh+aahcsdzdM8Fq9U8pm4I5l4wvGe2KmKTIGPXjrjisdFuAvyyuPl4+bmpWkvVVQsrsD2PNAFzc6I7cDOcCovM2t84UGomluPuyKDx3X/CozPzny+fQUxFkyLg/MOQfaoM7gS3OR2NU5rhARyc/7VQvOm3hx06d6kY28k2kADGSM8VEJh5IJPJDD/wAeqK6lZznd36+nFVt/7sZYjDN/OkUloTLMSZDyQB17dKfbbnkUr1YHg/Ws7LySuFIC5wAO9XLctG6kE+2R6UrjaNmGCYxntkntVyK3bf8Ae25Xv1qnAXki+UqMnPIqygvN6lVjY4GPmwKog1UiIVT7cnHtQVAIww5HTtVaO8uoFG+zQgZ9T0p0epoSge2A4zwaEBMsZC9OPaqsttlWycBs1KmowFCzJIq+o5qKS+snziUfjRsBkTWqFssqcDII4rPeyaWbekroR90h+RWrKUdmZJUI2461UR4hKA0oxnsalq+41JrYtWSXMMMksl1LJgYXd/er3/4aRTReCbQzZy7u65/uk14TcMHtIUiHD85I4xX0noNr9k8P6fbkYMdvGp/IVz1YqK0NYzlLc1aKKKxLCiiigAooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+u/Bn/ACJGgf8AYNt//Ra18iV9d+DP+RI0D/sG2/8A6LWmhM6FTUq1FHUq0xDhSMMilpD0oAvadHtRmPfir3eq1l/x7j61Z70mUcT41nuBLFD92AR78k4DHP8AT+tedbmubhSzlV/KvQviP/x5Wf8AvN/SuATt/vCsZbnXSfunWaF4fm1CMFI/Kt/+erd/oK7nStGtNIh2QJl2+85+81SaZ/x4W3/XOroq1FJGFSbYuBisvW3AgjU92rV7VheIP+WP1olsFLWSKML4Xdj6VU1KdoraR167SQKs2/3BWdrP+p/Oud7HoRWpJpV2l9pcVwhyGGODnkda4n4pzhNDTHUSp+ea3/Av/Iv/APbzJ/6FXN/FT/kCn/rsn/oVaUviRFde6zz62PnsA7EH61oi0hH8AbmsW1/4+BWx/AfrXrLY8ZjDpUMihgH5/wBr+VRnSSkIZLi5jYdOeK1YPuJVmT/j1NMm5zzvqFopKXKS+zqVJqE+IdnFzb7Dx8wXit26/wCPf/gVc9e/8e5/CkUK+oW1wmU2HPpjNVZyuOmKxT/ravN/qqTGhJ5OePXHNR+ZIYDjbtB4Jps/QUg/49P+B1m3qWthw/dnLHB/WrUZbgqnQ5GRVOX/AI+BWk33vwpoUieC5KcOvy5rRgvoezc+h6VnJ/qz9ajPVa0Mzq7aYOOCwH41afbJjAzjHasWy/1Z/GtFP9W30FCASURbW/c/gWrMnghKnjnParcn3mqlc9H+tDApywwBGAGKZBDCrghFz6tzT5/9TUadvpSA2IpftN5apyVDqpI+uBX1BCuyFF7BQK+YPD//ACGLH/run/odfUQ6D8K563Q0gPooorA1CiiigAooooA//9k=", "path": "000108.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.
000109
Men Tshirts
{ "bytes": 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"path": "000109.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.
000110
Men Tshirts
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", "path": "000110.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.
000111
Men Tshirts
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", "path": "000111.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.
000112
Men Tshirts
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3iJrQ77W9Zi0/UIoZDIpaMNuUZHUioofENu2At5GfZ+KwvHkrR61bhTj/AEcH/wAeNcr9pJ4YZ+tb+0s7EqndXPVY9W342vE/+61WF1Ff4oyPoa8gDx784wfVTj+VaMGqX8CgQ3cmPR/mH61XtIvdC9mz1JtQt0TczEe2KxdR8TQW8AlaZLeNhwzn5j9B1ri7jXNYmt2iF1Emf4xENw+nasZbdPNM0rvNOessp3N/9b8KpTgtRcjOhu/FNxcZWytmYH/lvc8D8F61mwWN9rd4Edpb2UchOiJ746D8aSxtZtSv4rKAnfIcZI4UdyfYV6np2mW2kWK29suBkbnI+Zz6mh1JSG0onP6d4IhRQ+oTtK3/ADyiO1R+PU/pXR2mnWViuLW2ii91Xk/j1q0ThsUwt1pE3Y4kVGSQaCehpxGRTENJzSK2Dj1pTwKhZsUAc14p0gTxTvjNvcI0c3+zuGC305/OuM0SeSbSLdJz/pEK+VL/ALy/Kf1U16qWDAqQCCMHPeuAuNFFv4zvLK2dYkuohewRsPlOflkAPbDKD/wOolT7GsKltGQFajNX7jTry25ltpNo/iUbh+YqkdmfvqPYnFZtNHQmnsJiqt9ew6fZy3M77Y4xlj/ID1JPAFW/lxncMDknPSseysrnxJfR3y20smnQNutFCHErf89Tnt/d9ue4pxTYpMbo1hPLcPq2oJi7mXbHEf8Al3j7J9T1J9eO1b6jFadvoF3IAHCRD/aOT+QrXtdDtLchpMzOP73T8v8AGtOVsjnjEytN0uW9KucpD3c9/pXVxRpbxrDCoAXt6fX3poBwAPlHtUy4UVpGKiYSm5CKuCTk5PUnvUgpuaWmQPBqtc2FneczQqW/vjhvzFTUtFwMObQnjJa2l3r/AHH4P59DVJoZYn2SKyH0IrqcU14klQrIoZT2IraNaS3JcUcyFxyOakXGOtZHi/RvFFrE974aulnRRl7KWJWfHrG38X+6efQnpXj0/jzxNKWVtQePsQkarj9K1+sRJ5Ge9BR3IpkrQouWkVfqQK+eJvEOtXPMup3bZ7eaR/Kqck9xMcySSv8A77E/zqfrC7D9mfTPh24gn1S98maOTbbJu2MDj5m64r5IP3m+pr3r4FKVk8QZGMxQf+1K8Hx8x+priqy5pXNEraCYp6UuBTlX0rO4x6Llqv2qfMKqxrV634apYzUtV2npV4OFNVrfrkjip+N1IaIrpmK8VmtFLNIsUcbO7HCqO5rXlBlkSCKNnlchVRRksT0AHet+z8MeKfC1+uotpcF/GV+e3U5kjHsf735jNAWueheCPDWm6HpMJgWKa+ZQbi42/NuP8IzyAOnvXQ3jYhK5xmuXsvGmgrpCRafMba6DeXJFKuHiJGAWB7A9aLfXZrzS/tF0iRTBmVtjZVsfxD2NKbUS4Jsvu0MALyOAB1JPFcL4yure9sd6kOxO3Aro4dObVS0+oSvBZou8KDgsPU+leWatcPql3IloGWAybYUz0HYk964HilJtI7o0rFOCOGOeCNYVEiKweTOS5OD+Q4GPr61vRygJioY9I+ylIXzIwj3FvfPatLTdBudQuRFFvCZ+d26KKl4mEfiL9lLoO0m1fUr5Y1XKL8zn2r0m004iJQBVTStFttKh2Rb2LHLM2MmthZii7QAPep+vUiXQmxsgWzhaRwWxwqjuewplsPs0BHDTOd0j+rH/AA6fhUG83F4WJJSHgehc9fyH86nrmxWOk/dhoXSoJasP460LeMOoz+VZ/etC1yQBXn03eWprV+ES/wBHsNTi8u8to5QBhSR8y/QjkVxmq/Dhl3S6ZN5g6+TMcEfRun516EoA5NSKRjrXpUqkobHBJHhd5Yy2Ehgu7aWCYfwyLjI9v/rVQEm5jtBwD2r3jULGz1KA295BHPH/AHXHT6HqPwrzvxD4GGno13pjM0HV4XOWQeoPcfr9a644lPRmfKckzZHBqJ/mXFWhYykZ4x65qGSIxnrmtOYqxRaLLEmvRPhCm3WNT/690/8AQjXBMwrv/hJ/yGdS/wCvdP8A0I1rSfvoiovdNP4g5/ty3x/z7D/0Jq5Iq3oDXY+PYnk1q3Kqdotxk9vvGuVWHP8Ae/I1pN+8xw+FEADA1KpPQ5P0qwLWMcs+D6YGakSKH1k/HipuUVsMOMYJpjI4Oegq26ovSTH0AqOGJp7uOCNkLysEU85yTimmK1jt/AumfZ7B7+Vf3lwSqZHIQf4n+QrrJDlPxFQ28KWcFvbxDEcaBF+gFStyldSVkcrd3cVzhqgI5J9akk5pAOKokXHAp3agdKDQA1ulQOOamY1E9NAQHrXLeMlNj/ZviBOum3AExx/y7y4STP0Oxv8AgNdWaq39lDf2M9pcrugnjaKQeqsMH9DVgPik3oGx1HY05ih+8ufqM1geEruWbSBZ3TZvLF2tJ893Q7c/iMN+NSeJNWnso4LDTtratfkpbbhkRKPvzMP7qgjjuxUd6YFDVpP+El1V/D1sWXTbcg6rKny+YeotgffguewwO9dPFEscaxxRqiKMADoB7CqeiaRb6LpsdnBuIXJZ3OWdicszHuxJJJ9TWl7ClsA0IT1Jx7cU4IAKeBRigBlPUUY5pw6UAAHNLRRSAUCl6U3NL1NIBQKWkbijIRS57UAKzBFx/Ea8R+JPgS9bxL/aOjWhlhvlMkqIQNko+9wezcH65r2fcWOT1Nc/4sNx/YM01rjzrdlkAPcZwR+R/SrjFX1E2+h4bH4C8Ry4zZLH7yTKKtp8OtZ/5aTWUf1mJ/kK208TPOxWaXy2BwR6Go5tZiQ/NOSD3z0rpVKla5N5nX/CnQJ9BudXjnuIJmlhiYeUScYLjnP1r50A+Zvqa+kvhjeR3l1q7Rtu2wRAn8Xr5sP3j9TXDWSU2kaRv1HcU5DgVH3qRBmsLFEsb81etyS44qnEnc1o2pAbgUgNaHOzGcVPY21zf3kdtaxPNPI21EUZJNO0XSL/AF3Uks7GEvK3JJ4VB6sewr3Hwr4SsfDFqREfOvZBia4Ycn2Udl/n3oKRX8I+CrXw9Gt1chJ9TYcyYyIs/wAKf49637pkDZ7irEkgVc1h6jd7QxzxRLQqKucB8RtCjuY/7Z08CLUICGZl480e/uKPCt2mrQQ3LR4t4lBaLJPz9WZj9TwO556CrGpzve2l1NkrFErbf9th2+nWtNrD7N4dttP0iARiR9x57dSSTXkYnF6OKPQp0bNMy9a1Se+0h4bOOQ3V0TFGg756n2AGeaj0DwXLp0Lm5eJp3A5AyF9q6nTtKWxUM5DykYLdgPQe1aBHzZry3Vajyo6upyyeHEbVQJnGPJ3YHcbq3oI4rdfKjXy1HQCicbdVtX/vRyJ/I/0qzKm5cjrSqNuwJjQP9o0y5k8mLKjdIx2ovqTToiSvPUVHDi4uWmOSiZWMep7n+g/+vShb4n0FJ9ESwwiGIJnOOp9T3NO2040GobvqxoaBzWrbAKuay0+8K0VlCxgVpSaWplWuxzSFnODx2qpJen7YYwflQAfU1OTgE1jLIBczuegYk1U5tbE06aZspc8OzsAqdSapLKdR3O7MsIbCJj749T/hVC3uDdT+Uf8AVJy2f4m/wFaEbbceman2jG6VjznX7P7Dq89vGNqE71A6AH+lYr9feu28dwBDa3qrw2YmPv1H9a4aR8DOBXtYeXNBNnJPRkDj5q9C+Ef/ACGNS/690/8AQjXnpO454r0L4SD/AInGpH/p3T/0I110vjRjU+E2PHm7+2bfCqR9nHXP941y+Jf7yj6LXWeOiBqsBIP+oHPb7xrkJNQsoOJLiBTnozgmrnfmYQ+FEm1ieZGPtQY1B5BP41Rk8RadEMibd/uRk1Tl8W24HyQTP9SFpWZV0bYiGeErf8I6d5+si4ZRsthv6fxHgf1P4V5y/i53OI7VFP8AtsTXrvw7imbwvFfXAAlvHMoCrjCZwv8AIn8a0pxvIipPQ6phkAD+HpQD29aD1x37f4VGxzn+8O1dKRzC4NOTOaZuyc+tSLz0psB3amk040w0gENNxk07FKtAEJXBpjLxVg9aayZFUmByGp2s+h6tc65aKklvPEDdW5yCZFGFdTg8lcKQe4X3qbQNLvJr+51zVlRb66AjjhRty20K/djB7nJLMe5PoBS67fXM/lw2MFuwWY5a4cqpCnBPHv8A41s6VerfWofaA2ASAcjkZGDTuBZ2YoAxUpFNxRcBMUlOoAoAAKWnU00AJRRSZoAXOKM80xgTjBpSRjNAD85NQ3D5kWIdBy1S7xHGZT0FVYsuC7cs5yKa7gSEiOCSUjoMAe9Z13bfbLKe0b/lvE0efcjA/Wrl04aVLdekfzP7nsK5rxHrp0mNbuKUCOxu7c36bQSIJMjPtgkNkf3TVLRaiPB9XSWK9Y8gvyR6Hof1BrOIuHHU11XxBtxp/jK+twB5ZfzoiOhST5+PbJNYNtcLuw2OKIq5bkeo/AxHWTxBvzzHD1/7aV4Wfvn6mvf/AIMsrT69t/55Q/8AtSvAT94/U1hVVpWBO4tTRrxmoxg9KkTNYtgWEFdT4Q8KX/ia+2W6+XbRkedcsPlQenufatfwH8On12NNT1ZpIdNJzGi8PP8AQ9l9+/b1r2iztbTTbVLWygjggjGFjQYA/wA+tSWo3I9D0Sw8PWItbCLGeZJG5eQ+pP8AToK0mkwuahMihc1UnueMelFy1EfdXWFNcdrF1Ld39tp1vIFeZyZG/uoBlj9e1aGqX4iRmLcAZNYQaW1uYJ9+ZpXUSwEDKqT8pHf1B+tcOMr8kbLdnVQpXd2UfFEws7A2cYMalcKB1/Oun8NaompaZbsF2kRrke9cpqunahq2pLAImXyyTuYYGP61d8N28+kxNaSkboyV474rxpW9n5noWudwx5pM5qtHNuAyalDZrmCxBfDababGfKmUn6EFT/OrIYE471DcRC4tZYs8upAPv2/WoIrky2kc+PmIww9GHBH51o3eHoSlqLeSNGDGjYkmIRPqep/AZNXIkSKJY0ACqMAAVniRbjUQ4ORAnPP8Tfj6D071eU+9KTsuUdru489aQmkyByenevPE+KcLzug0mTaGIDCcc8/SrpUJ1b8qJlOMPiPRFODVhCWrz9fiXp4GZLC6Xnorqf8ACtKz+IuhyhfMW7hJ/vQ7h+YJrRYSsvsmcq0H1OylfbFXMXFydksaH95LIVHtTrTxpo2tXzWOnzyyzrGZDmIqABgdT9az7ZvOvbiTPEbFB7Enn/Cs6kJRdpKxpRacbo1LICOQBegGK00bcQD2rNtBzkVejOXbHaseppYp+JrUX/hq7ReZIQJk+q8n9M15Q86SLgHpXs8ShmdW5VuCD6d68Q1G2ksNWu7JusMrJ9QDwfyxXr4Cd04nBiY2dyVZAOMivSPhJzq+pY/590/9CNeWqCWFen/CH/kL6kP+ndP/AEI16lP40ccvhZS+MM5j8TWS9vsQOM/7bV5u1zGBwyr9BXpPxe0t77xRZSKjMFsgOGwPvtXER+GCwDOkY9i3+NbuN2KOxjPeJnG/OKhN3u4RWfP90V1cfhqPbw8SfgKk/sW0VMPeZ9loURnM6Zb3WraraadBC2+5mWJSV6ZOCT9Bk/hX1VbQR2ltFBAoEUSCNFHZQMD9BXlvw30CzOvvfRx7hZx5Dnn524H6bq9ZIwK0irGU2RthhUEnPUkEdGFTOBVeU4yDWqIGJLyUYYb+f0q4mMVlmTY4Pof0qzdzSxW6GDb5jSIo3DIOTzn04zz2pyAu009a5CTVNcXT0uSzqSkeUNsMks5IxtDfMVGOePmXoa5nV/HPi/8A4TrU9E0GwtL1bVsrGYcuFCrkk7xnlqgD1RuKFrlPCOreKdTe7XxHo6acE8vyCqkeYSTu/iPTA/Ok8JeNR4n1bVbFbAwLp77fN83cJPnZRxgY+7nvQB1X8dK/C+9c5eeMtNsPGFt4bmjuftlyEMbogaP5s4BOcj7p7Va8ReKNJ8NLbNqs8kS3LMsZSJn5ABOcdOooA5HWILiC9ubcKq2c5lLPLkBAWVmbd6ALjrkbjwRg11PhWG3TSI5LQxNbScwtF90p2I9jyfxrnrjxT4b1e/t/suv2LB/k8mcsnzMccAr1PA69hXZadFaabaQ6ek0Ia3RU2AhSOOPl7ewqr6AWzSYzSiSNz8rq3APBB4PSnbfQUrgMxShaXHPSlzQA0ikNKc0000Anamk0MQKiY+tUBJmmO2SEHUnihTlM1CZQpeUn7gwB7miwDrl/NlW3X7q8tSyzC2j3Yy54Rf602FRBA0svU8n3PpVdA0rmeXqensKdgHRKVUk8ueST3rza6vIbn4uatoN4QbPVdNS0dT/eEe5T9cFq9NI+XJ4ArwvxXFczeOfEut2LMLjRXtZ1A9BtU/lx+GabEYfi57jydOhvsnUNN8zS7lj/AB+UcxP+KP8A+O1zKyENxXpfxOsYdW0jTfGOmr/o16iLcqP4XAIQn3HzIf8AdFeYA1KKPa/gU/mSeIDn/llB/wC1K8Mb7x+pr274B/f8Rf8AXOD/ANqV4i33z9TWNTcaHoMjNdX4D8OL4i8QxxTqTZW4824/2h2X8T+ma5VeBXtHwh01k0C6vZE2Ce4wjEfeVRjj2yTWLKWp6TGAqKiKqooAVVGAAOgpzuFHNKCMYBqjdT4JAqLmyQ6WfOQDVG5n2IcmmyTBQWY81harqSQwM7NhVGeaznPlV2awhdmJ4o1mWBAICPNDKR3xz1x+FX/DyrqF/Fe3BKXqkF7duPLDDO5fVT+lclZkXeqSaje/6gYDIe654H4da6TRHuLvxhCZYl2RQSGGeM5WVDgde/J+orya8ue56FOPKj0ARg8EVi38QivgwHDCt1etZmqryrehrzy4vUbESFHPaplc5qCA5QVMKyKZKGNZU9/FpU86Xe4W8reZGwBPJ6rgD1GePXnrWoKz9ZuIbS0S4l2nbIAFI+9ngj8s/lW2HV52exFTSNyOweV4PPdGjEzeYEbOVB6AjscYrSjkyOtMnAEp24IzwaRelRPWRS2GaldfZtKvJ/8AnnBI35Ka8Fgtp/8AQyq7jdcRAHljnb/OvZ/Fcoi8J6o2etuy/ngf1ry3RY1fxF4Yh8tRudGb/aJkJ5/ACvWy73acpI4cSrzSM68intLySznjKTxtsdM5Ib0qylve22oNYXFrItyuB5JHzZI44p97uufHFx8pYSaiQRj/AKaYro7oiX4yFOhF9EoGOwVTXf7Rr7rnNyafMpfDOGRPFmp+cjJJFbFWVhgglxkEevFd7bKEEmP4pGP6muU8Ayi78VeJ7zu8mR+MrH+ldZDguV9GP868jMJXqt+SPQwqtTNa04jJ9KsREcn1qtAT5JHvUy8DArzjoLcS5Bry74g2YtPEK3QHyXUYJOP4l4P9K9Sthlea4z4kWRm0eO5UZaCcZPoG4P64rtwU+WqvM5cQrxZ53ESxBFen/CAH+19T/wCvdP8A0I151bKoj55OO3SvSPhGR/a2pYH/AC7p/wChGvoIL30eZL4Q+KImPiS0EYYj7GOB672rhGt7pm+6+R1r0X4i3Aj8SWsZk2ZtAcZx/G1clLNGGz54/ButdLCOxlLa3ZX7rfhSCwuS3II+pxWhLqFtH964A46Zp9peadcXlrbz3ICzzxxdc/eYD+tAz1XwDpB0rwxGZFAnumMz/Q8KPyA/OunPA9qVFVECIAFXgAdhStjFUjBleQ8VUlarMw461nykjPFaREV5zkGtOxm860jfPO3B+o4NY8zHaan0OQ7Z4m/hfcPof/rirktANvPB614VFr2oaJ8V/Et9p2jyapIZHieOPdlF3L83yg91xXueflrzP4dxlviN42mIIIn25PvK/wDhWQHT+FvEd7r9hcXeoaPLpj282wRyFsuAobd8yg98VyHwRQyQeIL49ZriMZ9eGb/2evSdQjmuLS6ih/1rwuiZP8RUgfqa8m+FnivRfDeh3um6xciyuhclyJUbDAIqkcA/MCpGKfQCW5P279om3XGRb7f/AB2At/Nq9R1TStM1WJU1OwtruOPLKJ4g+3jnGeleT+Apv+Ek+L+r67Ej/ZkSWRWYYwG2ogPoSoJx7V6zrM/2bRr+fP8Aq7aV/wAkJoA8u+FvhDRNa0J9Vv7AS3CagxgcSOuxV2kDAOCAfWui1u4dtRunMmm+UkruonhuNy/IQSGV8chGHA5qX4QQmD4dWblcmSWZ8evzY/pSSWWrFnYXutxgqGOZQQMgkja8RBwOMe3PUUnuAsWh6vbbWTSbJipiINvqskZ/djCDDxngDtmt6y0ovokFvOjWzhvMZEdWKtggfMoAY8g5xknrWHY3esRalbwzavcSK06Rsk1jE3UZILLs2+xweoOOcV2tAGMmhyxNlNTuSPP80hySCNwbb16YXH09aSPS9QhktdupO0UbAuHLZYALnuc5w3B4G7PUVtUhOKLANJphNKTUTNVpANZqryyYpztgGqcj1okImE+1SM022HnMc/6tXJPufSqDS4Y5PStKzQC1SMcDGT9TyabAfIftEmW/1S9v7x/wqVIS53vwo/SnlY4UDS4VR0XuarO8t820AxwjsO9RuAyZ/tDlE4iT7x9a858JRQ33xC8dxzIJIJHWF17MpLKR+Qr0iULGFgTgZ+avL/hzOG8eeMlb7zzF/wApnH9RT7AYEYm0jR/FvgLUHz5cT3mnu3RimJOP95QG+oavNQeeK94+LHhtb3R4ddgUi6sWCTFeC8DHB/75Jz9C1eFTwtBcywsMNG7Iw9CDj+lQ9Bo9l+AX3vEX/XOD/wBqV4ifvH6mvbfgD97xF/1zg/8AaleJN98/U1jPcpDua+k/DXl22iWdlANsUMSoo/Dr+eTXzXmvVPBPjNGiitbp8SRgLz3A71m0aQ3PWXYomSaybi5HJ3CmXuu232bCOGYjjBrmbrVtoP8AfPQVzznZ2OqMXuaN7qCQqWdgT2FcZrOopLG8tzIEhXpnufaodS1ZISzSP5kp5CZ7+/oK4W4vLu/1RGuieGyFx8qj2rBwlU32NFKMdEdDe6iGURR8R4yfc11HwzDyapeTMTtWEBR6Zb/61cEgDHJPNekfDCLEWoy9t6J+hNc+JpKnRbLpVeeaij0yM8VS1FcxVbiqvegmM143Q64/EZ8HAWreDVOHirqHIqGWwXg1i6zceVfB2UFILZ5Qnl+YZSeNoHscH8a3MCqN9BJ9os7qFSzwygMB1KNw35cH8K2w81CV2RON4klspW0gDu7sI1BZ1AY8dwOAal7U5vvGmHrWcpXbY1sc746l8rwfec/faNPzcV4yt5dW95bzpK6TW+0xNjBXByMV6x8S5TH4U2j+O5jH5Bj/AErzs3Vlb+JFnvLD7XapEkb25YoT+7AyD2IPIr3cusqOx52Kf7w2l8bRGU36aBpyaqeTdgMfm/vbOmagfx7qDwSTfZrAahsMYvxABNjGOvTOO9Tf8Ixp+sxtN4Z1APKRk6feEJMPZT0auQvrK902VrS+tZbeYE5SVcH/AOvXXThSk9tTCUppHffCeP8A0fV5uuXiT9GNdjZ/O8rehP8AOue+FcJTwxdS44kvDz9FUf1rd02TdJMARyTXh4581eTPTwqtSRsxnbCnPUZNWEbIGBVPcMKp4wMVMGwoOa4jZmtAOBWR4gthfabe2OfmmiIT/e6j9QK1bZx5YOaSSNZVfgbuxq4Ss0+xhJXvc8Qs+Rls+/FemfCYKNW1Lbn/AFCf+hGuG1iw/s/XryBQQhbzYx/stz/PI/Cu5+Ey7dW1Lk/8e6f+hGvp6M1Jpo8uqrJow/jbI0XiewZSR/oQHH++1eY/bZOzt+deofHGPdrFk+PuWo5+rtXkWSK7WjOL0J2u3bqxpbOzuNX1G1sLcnzriUIh9CT1/AZP4VVwSa9I+FGiifULnV5Fytuvkwn/AG2GWP4Lgf8AAqmTsi4q7PXbKa7tLaKIXs0ojQLumw7NgYySecmrf9tXSffSKQfip/rVU8LVWZutZRky3CJonXrduJUkiPrjcP0/wphv7ab/AFVzGx9N2D+RrnrhuTVCXBzkZreNRkSpLodVMzFeOlGlS7L4r/fQ5/D/ACa4i4naCNmSRkx/dYisDwh43uLn4mWulPczy27s8IViCu7Yxznr1GK2U01YylDlPdwcgVICAeOvrVMl5LdxG+xypCt1wccGqH2fWTITHexgYThvmxxgj7o+ue/oMcw0QbA++a5vV/h94b1u/e/vNOIuXOZHhmaLzD6sFOCffrVqNteiFt5iW05won2HBPC5K9O+79Kc+p6tDZCWbTFEmxd6qxYK3G77oJYemBmlcCbRdF03QbY2ml2cVrDu3FU6sfUk8k/U1S8bz/Z/BOuSg4IspFH/AAIbf61csNRe7uZoXsri3MYU5kHDZ9D7HIP09xWD8T5vs/w61Zs4LiOMfjItAGdp9zJofwJS4jZo5RpzFGU4KtIxwQfXLitL4dPcSeBNPmuriaeWZpZN8rl227yAMk56Csb4gMdL+D+nWQ43LawEH/ZXcf8A0Gum8H232XwdoVvwCLOIke7Dd/WmgObs/FWsXHxjuNBS8zpUW4ND5SnG2IE4bGfvH1qt4x+I+uaJ40k0XSrK1u1WOPETxO8jOy7iBtPpjjFUPAR+3/F/xJf9VQXBU/WVVH6LVCG4hn/aCuJ7iVI4re4ky8jBQNkO0ZJ460gNSy+Mtzb3awa/oD2yk/M0JYOo9djgE/ga9Rtr23v7GG8tJlmt50Ekci9GU9DXnXxa1rRJvCv2IXNtc37TI0CxyB2jAOWYkE7RjI981r/DeG4tfh7pcdwGDOJJUU9QjOSv6HP41SA6bUdTstKsZL3ULqO2to8bpJDgDJwP1qvZ6pZaraC6sLqG5tySokhbcpI6j6ivKfG2oXnjvxlB4T0d/wDR7V2Msn8BkA+Zzjsv3R6kn1FXvhBdOfDmo2smQ0N7nB7bkGf1U1UdwPSZHyvvVF5Mmpd+RVV+GIrXoIikfEhz0Nb1lIBBuAwB1JrltRlMYjI6lgP1FdNp65tUzznmplsBMkJnbzZMn0zT55fKTaoGamY7UyaqFWd8kVO4yGNCX3Hlia5Hw54Jm0Hxdq2sSX0ciXzSbYEQ/IrSbxlj3+g713BAhTOMsegpIYW+83U07iI7i3jubWS3nQPFKpV0I4KntXzJ45shp3jrWrcLhftbyL9H+cf+hV9SKo3EmvDPi/ocS+Lhfh2UXNtGSoxjK5Un9BUsaNb4BkbvEWP+ecH/ALUrxE/fb6mvc/gVAsMniEKScxw9T/10rwxvvH6msJ7lIXvU0RKMHUlWHII7U0LkCpVSs2xm7aeJ7qAYkRZT2Y8Go7rXLy7kOG8pD/Cv+NZIGKkUdKnlT1L9pK1rlkEsuSSTUYyDUufl6VGaZFxUJJxXq/w2h2aDNJ/z0nP6ACvKYn2k17L4Dh8rwraHu+5z+JNeZmbtSS8ztwS9+51sdRXQzE1SJwKZPyhrwuh6S3MmM/PjPeryVncLN+NaEZzSZY+lpKQnipAQ0wjvS5pDTEcH8UZCNDsowM77nP5Kf8a89ltbjUtdmhsbaSdi+AsK7+Bx1HGPeu6+KUjbNFhX+OdyfyUf1rI8PSy2lr4uvInMTpa4RlblSZOx/rX0GDfJQTR5eIXNVaIk8HT2KrNrupW2kx9VRn3zE/7KL3pvibxjBPo66BaRXVzGmM3upHM3Bz8o/h/HnFJot2dO0LWPEICvfwvFbW8ko37GfOW56nHSofFF7Nqvg/SNV1DZJetdTQiZVCs8agfex1wa6Em5Lm1MpO0Wone/D6IQ+CLQ5H72SST83x/SoNElkE8+8EEk8enJrV8O24s/CelwgYxbI34sN39a56wk2eJ9Ut3bCpJkZ44YA/1NeLU9+c5HrUVywSOrRvOkBP6VcAKtnsaowmOIBly2euBgVp28wkxnC+2K5GaMuwsPJyKekitwWArG1PXtH0ld13qMEWOSjPlvyHNc3J8UNBYn7LFd3AH8SoFX9TmtI4erJXjExbXUf42s2W/tbwbWDI0TFfUHI/Qn8q2vhQf+JtqI/wCmCf8AoRrj9X8caPr9hHaoJYLuOQOqsAQwwQeQffvXU/CGVZNX1Pa2f3Cf+hGvdwMZpJSR5uJtdtFP4wfv/EKWw+9/ZocD1+d/8BXi2STXr3xcuBB8S9KUnAk00Kf+/j15LcxmG8li/uOV/WvVexzRGqMsMDPsO9fRHhLRv7E8OWdmwAlVN83++3Lf4fhXj/gLRf7X8UQeYm63tf38mehwflH4tj8jXvQO0YzWFR9DoguoSNiqcz4FSyvVGd+etKKKKs71RlfGanmfrWRfXsdrbyTSuFRFLEk9K0Qmc54010adp5jib/SJsqg9PU/hXA+Crk2fxA0GcHpfRAn/AHm2n+dQ69qr6tqUly2Qn3Y1P8K9v8aoaXN5Ou6dKDjZdRNn6OK0Whyzldn2dEPk/Gp4xioIjw3+8anWtGQZl/pkt5M7R3RiDNCSu0/8s3LEZB6EHH4fhTW03UYZ4XivWaMTbpVeRuUzIcDOe7IPotaqj5qkfpUMDL0qO/isY49SlWW6BO516HnjsO3tXLfFjMnhG2tF63eowQ49ckn+ldsBlq47x2v2nXfBth1WXVRKw9o1z/WmwIfi7o11qXg6JrKJ5BZTiSSNBk+XtKkgd8ZB+ma5zSfi/pVtoFvFcWd0b+1gWJUjVWjkZVwCGzwDgZyOPevYpDhSe9c1P4S8O312bi50LTpZi2S7W65J98dfxoWwHEfBbTrlk1fWrhG23bJFG5HDkMzOR6jJA/OuZ0LRYfGPxH8T2twf3cyXZV/7reaFRvwOD+Fe9xRRwQpFDGkccYAVEUKqgdAAOBXOeHvA+k+G9Xu9SsGujNdIVkWaUOoy2444z196QHmXw18MaFfX+o2utWTPqunS5Nu7/uioO0kp3IYY5yORxXb/ABA8XL4W8Os0DAahdAx2q/3OOX+ij9SKNW8BXH/Cbr4o0rVEtJGZWnt3hLCTja4yCOGHt15rJuvAd9q/jtda1q+trmwhbMFoiN8qryiHPGM/M3qfarWoHA+EvEGreAzcXM3hmaZboIWuJ1kjYKOQA20jBJzz1rd+GGqQ3niDxEkMZhjumF3FEWDFBvYEZHXG8V6+CQG5PPXnrXnN7pd/Y/GK01S10+4ewu7cR3E0UZKISrKSxHA5VDTtYDswT0qKY4YHtU0gxyKqzt8hx1FaMDL1yVYYYZScASqCfxFdnpwH2SP5l6etee+I5fN0lh/tKSfTBrS8GeNE1nw/DcvZMJAzRsFkGCVOMjjvwfxqZNJD5W9ju3CtjL9OwFNLIv3VZj+VY7a7If8AV2iD/fcn+QqrLq19JwJI4x/sRj+uay54or2cmbx3uwwqr64GTVe61SzsVP2i6hjP+24B/KuZuJJ58iW5mkz2MhA/IcVlXFhDtJCAH1ApqaZXsWtzpJPG2i28UkrXQKIMl8FR+vX8Aa8f+IPi+LxPqUD29v5UNvGURyeZAxDZI7fSma1tt9Tkif0BGfeuKncpK8ZP3CV/LitZRSSZlsz2P4GNuk8Qf9c4f/aleGEfMfqa9v8AgK25/EX/AFzg/wDaleJY+Y/U1y1NykSJU8ZB4FRoBipo1xWIx4ApyDkCgKetSQxlnFUmBIF+WoDwTV1oyENUmGDQABuTivd/DcRt9AsYiMFIVBH4Zrwq3jMs8cQ6uwUficV9B2SCO1RAPugCvGzWWkYnpYGOrZeTpTZjlaVfu0kmSK8Y7upkT4EuferkRytVbkfvKsW5ytDKJxTG6U8UxqkGNBwaRqOlB6UwPOfiJcJHr2iFwSsYaTAGT98en0rO8GNZXt3fwXl3BHb3yeTLbyuRJIWJYMhA6g+vrU3j5i3jTTQpUmK23/N25c/0rL8Pz/2F4Sv9ft0AvpJls7eU8mLIyzD3xX0NGP8As8Ut2eXN/vW2dZq/w+ujocOj6NNEtv55ubiW7ch5HAwowq4AAzXn/iW11LSrPTtMubuwuoIRK0P2RxJtLEbtx65JrPg1e/ttVivor2cXKtu8zzCST7nvW74wht38V2cyRiJtQht7iSNR0d/vce5Ga3jGdO0Zu5i3Gauketogh0+3iA27IUXHphRXAaxeQad4tnmmmEazqrA+pHGBXoN6FjcpnOM15T8TI9kVhMBgnctePhUp1XF9T05ScI3R0sviS+iiMdnaRqf+ekzZ/QVzup6hr97n7RqbrH/zzi+RR+Arb0JRqNjbO3V0Uk/hXUnwfY3MHzMwYjrXpUqFOOyMJVZPqeHX9vIiszHcfUmufE8xTylchM8gHFeqeLvB9xpVrJcRnzYF5JHVfrXlSD96wHXdiu+laxx1pO5r6PEI5lk9TgZr3T4KEjWdVXsLZP8A0I14lar5ZjUdiK9u+CvOs6ofW2j/APQjVL4jJ/Cc/wDHiTyfH2kSA4K2Cn/yI9cLqaq2pPIn3ZArj8RXZftCPt8a6Z6jT1Of+2r1yHhLTrjxJ4htdPwfKQbp3/uxDr+fQe5rW9lqKKvax638ONH/ALN8PC6kXE96fNORyE6IPyyf+BV1zyYB5pFVYolRVCqowAOgA7VUlm61y3u7nWlZDpJapSvmnPJxVKaXANaolkFzNtB5rzHxprhuZjp0DZjQ5mI7t2X8O9dH4v8AEKaRp5IfE8p2RD37n8K8pN2GyfmYk5JPU1rFGNSXREUpxmk09Gl1S0Repnj/APQhTZZC3RcVe8N4PifSlK533sKn/v4tUYH2PCMIAfU1OOlRjgmpf4RVMQqdaV+lC8Ukh4qQI1HNcnq4+1fFXwzBjItLO6uiPTOEBrrkHeuUtD9q+L2oyYytlpEMP0LyFj+gobA2bvXLW3kmSdnQRSrEWwDlmGQMA57dSMHtTrbUbObHl3UTAv5Yw3VtxXA9TlWH4VVvLLV1M7R6jG+4ExxvGMA4bAPB4yV/I+tUXsrz7RvfR7O4jRw0ZTCuCHGDxjkJuPrk47mnrYDo47m3nQNFPFIDnBRwehwf14qZB7VyjKmyIzaPfRfZgrqS4bAWQsFB5zwiHHoQM8VetNAIs4DbX93EpUuQ75b5gx5II5G/9BSuBr3PIqgfWo1tdQhuy09751vsI2HrntxjtzznnIGBjNPzWsNgHc4qJx3qSmOOOlUIpTYBqpJ0PvVueqFxJgp79aTZSOQ8R3ItbK+39Et5H/JTWT8I5d3hueM9Y7pv1VTVj4juIdBvZM8yQ+UMerMo/wAayPg9NmDVYfSWJx+KsP6VlU2saQfvHqwFNI5p69Ka1c7Z0kLiqsw4NW3FVpBxVQBnk/jyU22vpjo8Cn9SK4+6kEl3IwPDYb8xXX/E1dmq2T/3oWH5N/8AXrhkbLt9BXS5aWOOW57Z8AvveIv+ucH/ALUrxTPzn6mvavgAct4j/wCucH/tSvFD94/U1hPcEW1ICg1PCQaqLyoqaLOKxGXcDFTW64kFVN+BVi0ly/SgC3KML1qnIhOauSjcM1VLEHmmBb8PWxn1+wjxwZlJ/Dn+le6w8KB7V494Ih87xJEevloz/pj+tewxdq8DNJXqpHrYNe5csp0pHPFKp4pr815p1GbcfeqS34WmXXBFOt2oZRYFI1LmmNnNIQh6U1ulOJ4prnjigLnkfjq7jTxpN5kYkEdqsYBxwSpwfwLZrO8P39hJYXmh6vKYbO7KulwFz5Eq9Gx3HY13mteAbbWtWm1Jr+eKWXGUCKVGAB3+lZcnwn8zmPWeQcjfb/4NXv0sXQ9motnmzoVOdtI4TRLbSH1WRtXvSlnbfOFiQlrnBwFX0z157VpzajJ4h8bWd20fliW4hjjiHSNFYbR+Vb4+EN4r711i1OOgMLj+tWNK+H2paTr1neS3VpLDBIHYIWzgegIraeKoNNqWtjOFCorJx0O0vX+cnPOCea8v+I7tPDpkK9cO5/SvSbyQqWbBYhTwO9cV4g0uW/jluCvEA8pMewyf5/pXk4SShUUmd9VNxaRZ8BN5+hW2Pvo5T8Aa9OgTEYB7VxXwo00S+H45pR8gkfHudx/wr0S4thChKHj0r21Hqjictkch4uO3Qr1Qu5miZVX1JGAK+cLeFhdybhgo2D9a+ivEUm6SJP4d+4/gK8MlZZNRvZFAAed2/WtabsmYVBISdy47Gva/gixbV9U/69k/9DNeMJ1GPWvZvghxrGqj/p3T/wBDNaR3Muhk/GvSLnWviXotlawNK8lgowvYeY+SfQD1rtfD+hW2hWQjiRBKyr5jgdcDgeuPr610ut2kP9sLd+Wvnm3EZkxztDE4+mTmqD4C1nUk27HTRilG5DcSccVnlixxVmZqhUDPNJKxqyCU4FY2oXaQRPI7hVUEknoBWrdSAA+leVePddLSf2XC33gGmI7L2X8ev0+taxWplOSirnP6jfL4g1tru4ybaP5Yo/8AZ/8Ar9TTjBbbRsQL7Cs2I7VFTrKc1uct7i3FsuOB19KteE7Lz/GuiRAf8vsZP0U7v6VCHz15ro/h7bef8QNOKjiNZJT+CH+pFC3B7H0xG+5AfWrHHrVK3P7lPoKuDk1TIJB0pjU7tTTUgOUVznh7TryHxX4o1G7t3iS6uIUt2bHzxpHjIwemSa6RBTzQBUm5Y0RjiiTlqcvAq+gDh96pV+7USVN0WoYFC7PaqIPNW7w81TU81tHYRJ2ppGakAGKRgBTGZl2drc5rIuHJf6Cta/HIrIuOOallI86+KtwU0KCPP+tuFGPoCf6Cs34QS7dU1OHP3oY3A+jEf+zUnxbuRu0m1B5AkmYfiFH8jVL4VTeX4raMn/W2rj8ip/pWcyov3j3NTxSN0pFPFITxXMzqI3qvIeKnfiqkzYFVEGeVfFI/6dp/H/LOTn8RXngk2yH6V6H8UsbtOPf94P8A0GvPzYzNAZl2kAZZc8gV0HJP4j279ntw58SEf3IP/aleL4+Y/U17J+zurL/wku4EfJB1H/XSvGs/OfqaykJFpBwBU8ak9KgUgAVPEcnANYjJyuMU6EbWpCCFqWAbjk0ASNI2w8nNVDI2etXmT5cVRkTa1MEdr8N4t+p3cxGdkaqPxOf6V6mleefDSDbaXc/96UL+Q/8Ar16EnNfNY6V60j2sKrUkWFPFI5pEPrQ9cZ0dSjc85psDAU645zUUZ2mgC4GpCeaaG4oyKQgFMf0p2aikbC5NIB6D3qWPrUEbVOvDUwHMSB1rKlupBMV3kjPStKZyqEjsKyLpyUaTByOyiqiS1YpXE0hm8sEbm7+gzVtLOEafJARlcEg+/XNUQRJNuAydoBPoTzWo0fk2EhPJCGtI/EkiS/4Ks10/wtYwYwdm5sDuTk/zrZu7gCIj2qC0QQWkcQ6KgH6VWvZCIiTX08dEeY/iON8TXQhgedukasf0NeJ277huPU8mvUPH915WhzKpwz/L+fFeVxHCgVUNjKo9bF5fWvZPgcf+J1q3p9mj/wDQjXi8bjGK9l+BZzrWrf8AXrH/AOhmtI7mb2PUtb/4/EP/AEz/AKmsSVq2NfbbdJ/1z/qawZG4qJL3mdVP4EQyNk1EzALRI/NVJ5ginmqsVcy9e1KLT7Ce4lbCRqWPv7V4XNPLe3c11McySsWb8f8AOK7Hx7rRvLxdNib93EQ02O7dh+HX8q5BUxW0VY5asruw5BUgpAKdjFUZoeDXefB6A3PjS5lAyILFufQs6j/GvP2bAr1r4CWm+51+7K5wkMQP1LMf5Chbjex7HAcRKPStALjms9UKVojpVMgSjvRSikA9aGPBoFNb7ppAVyPnNOPApB1oc1QDo6mbhaijp8jYXrSe4Gbdtk1XH3qkuDl6iQ/MTWyWgE+QBVeWdc8VI7cYqo6DHSkBBO4kzWTd8ZycYrbEHGSK57V5h9qMS9elJ6lI8P8AiRfLeeMJ40bKWsKQf8C5Zv1aofAV19k8X6Y7HAeQwk/76lf5kVQ8VRSjxJqMzj5Zbh2VuxGcfnxVCzuZLa5huI8AwyLIDnupB/pWT12DZ6n0+j5WpAcjNUoJlkRXU5VwGX6HkVbXpXM9DsiMkOBVCdjg1el4U1mzng1UBy2POviDEs9xZb+ih+frtri47ScyKu5Sh6FT978K7zxkY/PtRIOGDD+VcjeW/lW/n278oQ30rt5Lxujil8R6/wDBKzNm+uAnO+KE/rJXgY+8fqa91+Bd011N4hZjnEUGP/IleFD77fU1zS3AtoAUFSqu3kGoEJ4qZWJ61ixjxO3SrdnMCSDVF+lET7TQBssQR1FUpuW4qPziOhpplxyTTGtz1n4eW/leHVc8GWRm/DOP6V2Y4rA8K2/2Xw9YxY5EKk/UjP8AWt0Gvkq8uarJ+Z7tJWgkSBqGORTR1oY4rIsqz8iq6nBqzLk5qsOGpjuToeKeDxUaNgU/ORxSJAmmt0waTJppPNAx0fWpx1qFKkHPQ5oAWZsI3Tp3rDvLiGOFt4z7Yq7q94tnYvK+fQADOTXO2drdajMrXMbpED91s5atIx6slluwbckTRqBliTnrWncF2EKMw+eVFx+Of6VIthHBtKdR1qGZSLvT0GSWmJ/JTWtC0qqFLSLOmU/LWdqb7YsVpIoCisPV5QMjNfSdDzDyT4iagrvHZKfmBDN+v+FcVEMrW141nWfxFIq4OxQDWPGvyVpFWRzSd5DgMHivZ/gQf+J3q3/XrH/6Ga8ZVMnrXsvwIBGt6uCf+XWP/wBDNWtxPY9O8SNi8j/65/1Nc9NKAOtbXiuTZfRD/pl/U1yk9wBnmny3Z0QfuIdLNjPNcz4l16PS9OkmJBkxtjTP3m7f4/QUuua/baZbNLPJgdgOrH0A7mvJdX1ufWbwzTHao4jTPCj/AB96tIic7IgaR5ZWlkYu7sWZj3J6mnqarg8VKrVRzk69aUimqeKUmgZG/NfQPwO037L4KnvWXDXt47A+qoAg/XdXz7K21S3XAzX1r4P0saJ4N0jT8YeG1Tf/AL5G5v1JoBmpKvzVYTlQfaoiMoWp8JzEp9qZI8ilUUtFIB1RyH5KcajlOFoQDF60xzzilH3c1FnL1YFiPpTpD8hpqHFMmPyml1AzpjlqjT60Stl+KfEhPatWAjU2OEyPntV1bcYyRSTzJbRFjgACpuMzNVuksrYnNciY3YNcTffkPA9BWjcSPql7uOfKU8D1qtqziFJ37RQM36GgfkeOXUS3TS+agZXYsc+5rlr7Tn0+4GCWgc/Kx7ex967gIAig856f59ajk09b1Dbsm/zPlUDrntj3zXlwquMr9DsnTUkel+GmaXwzpMj/AHmtIif++RW6oNVNLsRZafa2w+7BCkQ/4CoH9KvnAFaSd2OKsivL0NZs/etCVu1Z9weDWsAkecfEJtkNk3fzWA/75ri47thkMSVIwRXXfEeQEWC/7bn9BXCZrou0cc/iPbf2f/veIx6JB/7UrxIHDn6mvav2fDl/En/XO3/9qV4p/G31NZSJLqEYFPDAnFVQ3y4qWNqyYyfbxTOlSKVK9c1G4wMg0DFJ4pYkM80cY6uwX8zimN9zNX/DcP2nxLp0ZGQZ1J+g5/pUVHaDZcFeSR7rYxiKBIx0Ubfyq8BmqtuMIKsK1fISd3c91KysSU1jS54pjGkMhfnNVz1qd6gOc+1MB6ntT81GhGTT6ADIpDgjrQevFHOOvWkAsSgtU+AoyKiiXnrUlwQkZpoLGVf/AL6UA8heau2sm6FSzDPvWcLhFlLMwHanJKX+7jHbFVbQnqakkiqMmq+3fqtkMcKHb9AP61DFvmbB4Aq9aIW1Rc8hYj+pH+FdGDV6yIqu0Ga0jbI/wrkNau9qSMTgAGupvn2xH6V5j401MWmk3Lg4YjaPrX0b3sea+55Rf3Ju9Uup+u5zihGxGOKqwDKc9c81aAYAVqcw4Sc9K9m+BHOt6sf+nWP/ANDNeMcbhxXs/wACMf23q4/6dY//AEM01uJ7HdeOJxFqcAz/AMsP/ZjXl3iTxVb6VFhm3TN9yNTyff2HvW/8bPEq6LrFpBGA9zJaBlU9AN7DJr5/urqW7uHnnkMkjnLMa2RXPZJFrUtVutVuWuLqTcwOFUdFHoKqK/OaYqs3QdacqkZ7EUEbllX4qZWFUw22lE2PrQFjRRqc74FVoUupv9XbyuPZDVpdOv3G5oDEn9+Vgo/WgLGz4J0v+2/GFjbvHvt4X+0Tg9Nic4P1O0fjX1TbXCywgE8968e+E/h8WOiPqcmGmvpGCuBx5SHAx7E7j+VemRB0AxmtFG6JZ0KgMmPaorcsoZG/h6Vmx3k0PuPerKagrtnGDS5WFzRFLUKTq44IqUHNSAGoZeTUrHHUVXfk00AN92mouWpX4Wlj+QZqxDwtQ3GI42dm6dqjkuXyQgzUBiluGy5wM0JdRkUMbStnB5rQjhCjmnQwBBgCnSuIlJYihu4Ec8qxRkk4rltRu3vJPLQnZ3q1f3j3MmxDxSWllkgsOKdrDRFbWqwwlyMDFcz4gfOg6lOT98FfzIWut1NxFbNg44rh/GEEs3gC6WF/LlyhVvcODil0ZXU4Qr3HQ9R612Hg/Q/NZNTnB2D/AFCn+I9N39B+dc54Ntj4lkKSqY/s7YugOMf/AFz0/M161HGkUaoihVUAKB0A9BXmclnqdqd0LgAcVE7cU9jVWV8VpFXBkUzVl3cuENWp5etY90+4kV0RRDZ558QHPnWAbqRI3/oNcYWrf8a6it5rpjQ5S2Ty/wDgXU/0H4Vze6tDllue4/s9dfEn/XOD/wBqV4xnDN9TXs37O5yfEv8AuQf+1K8YPLn6ms5EokUinr0pijipFHFQyhc9qerYGDUZ4paVgJCQV4ro/AVsJvFCORxDE75/QfzrmAK734ZwA3N/MewSMH8z/QVy4yXLRkzfDq9RHqMQG3g1KOKijBC04E18se0S7s0jEU0GkYgUBYjeoW5HWpGqJiAKACM5BqUdKhRsVIGoGKeKcDnrTGIoVhSEiwnXiquozBIz7VYRxjNY+qzAgjnninFagzIj3Xd4dx+QHgAGttImUDCkUaTDHbx7yuCfWtVJY5H4UD8KuUiUiGyhwpc1d09N15I/oAtV72cQwBU++5wKu6PH/ookyDu5U+oruy2m5Vea2hjiJWhYi1mURQsM9q8K+Id+WMFqDncxc/SvZPEM2cr1zxXz54suDdeI7gdosIK9+K9482btEoW4woq4QNoqnEMY+lWlOaowJYky44HXvXsXwLUDXdXIGP8ARY//AEM15BbnMgr2D4GHOu6uP+naP/0M047jexzv7ROf+E30zA/5ho/9GvXkCxvI3SvZf2gxnxtpv/YOH/ox68nVcdMit0QViWQhcdKuwWolt2mk4YnAHtRHIY3DYU8EcjIqQTMqYCAkdxQA6O1to/mlx9DzTmvYIhiKJQR0IUVRld5D61CQfQ0DRonUZpODI2PTNXNKsLvX9Ys9MtyzS3MoTI/hH8TfgMn8KwhnsDXrXwcTS4LyS5mv4Dq0/wC6itScOiAgkjPUtjt2FJagez2mnw2VvFZQRhIbdVSEDsoGAP0rSjiWnCESAOvfvSFJEOSCa0JJhboRyKRrSLsOackvy8gg+9RNcMOMUlcCRLTH3WIqdA8fU5FUlu2VuSKf9rY9elNpiLjGo8VCLgYyTT0mVu9FrAKw3cU0ozDANPJFJvwKAGrC2cHH4VYWNVHSoPPIHSmm5YjpRZsZM8m0YGKx9QuCV2r1JxVmZml4DgVV+ylpNzHIFUlYCtBbdyPzrQwI4ycU9I9tQ3jbIzzzik2M5/VZmmfyweM9KyPFkDjw1Daqm6SaWNAvqSeBWxZw/ab5mblU5NPlVL26WV1ykLgxZ7EZ+b9ambtF3NIq8kUdD0aLRdOW3jCmRjvmkAx5jkYJ/QAewrRPAqU9PSoZDiuHc7FoRSNVCeXGanmes25lwDWsUSyvczAVyXijXk0nTndSDO+UiU929foOtbF3dEnaOWJ4FcJ440O5njj1KB3lMSbZYhztHXco/n+dbbGUr20OGeRnYszEsxySepNNL0i28z9V2j3NSrZ/3nz9KZznt37ObZPib/ct/wD2pXjmPmb6mvZ/2eI1jPiXbnlLfr/20rxgfeb6mokCJV6U5SM0wdKQHBqBkjcmpHUDHNRowLVK2M0gGADFel/DaMLpVxIQcvcfyUf415owx0r1nwLCLXw1bM2VMpaQk9Dk8fyrzsydqNu51YRXmdxGqiPJPFMaWPoGqK4YLEAWYcdqzGky3Dsa+eSPWNbzB2pC2TWdHKQfvE+xq0sjEfcoaGiU8moXHPNPGT14qKXhT8xz7UJAC4zUoNUVmYHBBqYS5FMZMzUsZG7rUW4dzSh4/U0mIs7gAaxpovtF6M42qcnNaU0ii2LAjj1qhb4Zi68k04iLSEAYx7Vfs4WY7scepqvbWzSMCRwatajefYIY7e2iM13KdsUQ6sf8PemouTsgbscZ411n+zpmgE4iup08m2wpfYW6uQMnoCBx1Oe1ZvhLUfEcEMixzxSQLgKWmQR/TLEAfTg8810ur+FHihW+1GbyZwwcX0Cl3gI7Ov8AEmfTkVzGqTW+ozNpt55ena6yBo54yPIvh25+6wPbPOeOtfUYOHs6Si0eTiHzTbTNvV9bMLGLUvI88Rkj7HKJgTgtg4PynAJzkjjrXh+oiZtTuJpUZDJIzYYYI5rXmdbWZkTek4YRPjhFPJc4/BRj2NZNyJPtGJvvkbyPryP0rqslqjmcm9GEX9KnBxUUYxiptuakCW3b97XsfwLIOu6xj/n2j/8AQzXjlsn7314r2H4FAjXtY/69o/8A0M0R3E9jI/aB/wCR203/ALBw/wDRj15PjivV/wBoI/8AFbab/wBg4f8Aox68oBroWxADrjv/ADpcY6flRRnHX8DTAUqG57+tMZB/GuR/eFOP5GnBsjB696QEJV05U719KkglxIskbtHIhDKwO1lI6EEd/ekIKdOnpTGQN8w/OgD2jwT8YpLYR2PiNi6cAXgHP/AwP/Qh+I717dY3trf2yT20ySxOMqykEEV8WJKycNyPWuw8HeOtQ8LXIEUrtZsfni649wDx+H6inuB9WGGNxyoqF7ND0zXOeH/G1nrFlFcAgo/SSM5XPcEdVPsa6iC4iuF3RyK49jSs0BTayFQyW7J2Na5XPeo2Vh2BFCkwsYjI47GmrI6dq12jVuq4qMwJitOYRR+0sR1oW45wTVlrRScgj8KY1pmi6AQSBh1pCM0fZXXofwpfLYDmgBhUDkCgHb1pSCOppFYd8UDQ4P8ANn0rP1OUJC7E9q0cA1j62PlijXq+c/QVJSKdm2yzYj/WSHj2qeNAiADsKZDHhV9qkbgVy1p3dkddKFldjXbiqssmM1JI+Aazp5uozURRoRTy5zWNfXIVSc9Ks3dwEB5rktQ1OOad4VcHacPg9D6VtolqQy5E/myFwcseRW3bRQXUJDIpOPzrn7FowPLP3xyp9f8A69bMDmJgwHucfzreLi0YtPc8+8XeEpNFm+228ZNhK3QdImPb6Ht+VcrsGa+g3tor2zeG4VZIZFKujcgg9q8g8S+GZdAv9nzSWshJgl65/wBk+4/XrScbGcl1PRf2f12v4j/65wf+1K8Pyd5+pr3X4DLtk8Q/9c4P/aleFkDc3zdzWclqQSqflpM5NIqkjrQBzU2Hceh+ap85OaYq+lPKMO1SxiOcDNe0+GnaHw1YfdeNIVBA6HIrxdxhPpTLfxFqmizs1heywqAAEBypP+6eK5MVhXiIpJ2sb4eqqUrtH0bvglQfuywxwM5qCS0hIyhaMntg14pbfFvxDbsPMSzmA67odpP5Gty1+NL8C60ZCPWGbH6EV5UsrrrbU744ykz0o2cgHyvG/wBTilEDp1hb6oQRXGW3xf0GYjz7S6gz1JQOP0Na0Hj7wxdjKanEh/uyAof1rmlg68d4s2VenLZnRoMKRgj601ueODVOHV7O4O6zvopVP9yUNVgXe772M+61i6co7o0TT2ZHKmBnYB7iq5ZlOK0A6OPuA/Q4qN7eNjnbIPcYNSMp/aSoO5Pyqs9+sTd8VfeyU8LOVJ/vIRVCfSrhh+7MMuPRxmnZEtMuWZGpK0SPjvz3rZtdJ8oD7uK57Ro57e8/e27oD6D/AArso2GzOCKTVnoFyC5kg0+1knkICxqWJPpVLw1G9xE2tXSEXFyP3St1ji7D6nqfwHapdQiNyjR7eGBBYnAGaLTVbSVI4oXGxcIPqK9XLYwu5PdHLiXJKyNG7cvbPv5GDwa8a8caOttbtLbor2rNkwH/AJZOf4kPVc+1epaxqkUEG3cNzcAD1rzzxXdhLZ0Y/dQs3tXsX1OO2h5Gbq6MRDvuKyb92fmDYxn15psSuQXYMQTjce5+tRs25i3vViNnMYUu23OdueM/StDmuPU8VYQ9KgC9s1IoIpMC9bfeJ4r1z4G/8h/WMf8APrH/AOhmvILckIc+leufAlt2vawf+nWP/wBDNEdwZjftBnHjfTf+waP/AEY9eTA4+letftB/8jtpv/YOH/ox68lC+hrdEDs4petM5HXpS5xTuAZx16djS9e+COlIelNzt47djQBKG3D+YpCCpyOlN75GM/zpykEe1AAMHnt/KlAx06U0gqcinqR1HT+VAGz4e8Sah4cvhc2UoAbHmRPykgHZh/IjkV734P8AHGjeJ0SOOX7JqGPmt3bDZ/2T/EPpz6gV824pUcqQwJBByCDgg+oqk7AfZKTXcI+8sq/7Q5/OrMd+rD543X6DcP0r5v8ADXxg8RaEEt70Lq1mONs7bZlHtIOv/AgfrXqGjfFzwjqu0XNxNpU5/gu0wufZ1yv54pOz3A9EFzbucCVM+hODT9qEZqha3NlqUAktbm2vIT0aN1kB/LNK1hbA5CvEfWNyn8jSsBe2LSGIVmNCU/1epXKezqr/ANKQS3S/dv4n9nhx/I0WA0vK9KQwk9qofbL8ciO1lH+zIVP6g0v9o3Y+9p7/APAJVP8AhTswLTW6kcgVA9tEBkkL+NRPqsoHzafc/gAf61RudbhUHzbO6H/bLNO0gJLi5t7f/lumfzrNkuBd7XVi0Yzg4xmgXFtfRsYYXUA4O9Cv8+tKQFXtxWNWfRHRSh1YmcCopHwDTiwqnNJwQK51E6WyKeXjrWTdXAAODUt1MBnmuR8Ra/Fp0J5DTNwiZ6+59q2SsQx+o36mXyRIqu3qa5zWbN4GOsWkf3VAvIlH30/56Aeo7+3PrWMlxNdSmWYlnLZz6mujsbuSFkIIZjwQTwR6Ype1ptckkT7OTd0OsZ1ngRoW3KwypBrqdMk3RhJSN/Y1xUkLeG9RjuoUP9lXTYRW/wCWD9TGfbup9PpXWWjpIEkV1ZGGVNcnPOlOxvFKaOigZoz833e49P8A61TahpdprFhJaXSbo3Hbqp7MD61Utp/MAR+o6NV6FzE21un8v/rV6NOopI55wsQfCjRrnQtV8RWdwufkhaOQD5ZF/eYI/qOxrwCbCuW8gYya+q/DJ/068/691/8AQmr5ea7UblWEkZPWiW5zPcoifPSOneWW+ZVYfUVY+0P/AAxAfhSfaZs8rxU2ERx9fpVjtTR+8OdpDU7tUNDRHIMqRWJeDfO20fKvA9/etmZtsRNYzHLE04rqDKwhY96f5I9alHNLtqhEG0CggEcVL5fvSFMUAQgMh3ISp9QcVpWeu6xbOq2+o3aZOABKcVnmpIB+9BwSFBbj2FJxT3GpNbHSwfEPxJaNzerMoPSWMN+vWtu1+LepxQh7mxtpV3YwjMh/rXnTZY9Kmu7d4EhidSr7dzA8Yz0rCWFoy3ijWNeotmes2fxf018C7sbqH1KEOP6VsRfEHwvegZvFjPpLGVP514KVppBrCWW0JbaG0cbUW+p7+3iKwMubDU7NkPYXAH9asp4htlA86+th65uR/jXztn2pQCe1YvKaf8zL+vy7H0U/ibRy4B1axX1UT7ifwFMsE33k06HMdudijtvPJP4DH514Jp7CK8QsRhvlP417JoetJb+GYpUbzrh2YzZ4y+cfyArWlg40Phe4vrDq7mrM7+c95dNiKHARf7zGuA8YXkhtGd2IaYg49Qf/AK2KvX3in7dcrxm0tyWc54J6Y964zW9Zm1W/lmY4QnCp/dHQCuiMdTKpKyMxeaspUEdTDrWxzlhFBFSBcd6hBIFPEnIqGh3NOFSsYBFerfAsAa/rGP8An1j/APQzXk8UvyDmvV/gU+/X9Y/69Y//AEM0R3BmH+0KceN9N/7Bo/8ARj15MGr1f9oY48caZ/2DR/6NevIw1bognzRgVGGpQ1MB/I6Uh5z/ACpM0uaAEzgYPT+VKGIPv3HrSH2pvtn6H0oAnBBHqPWjBByKhEm0kkcfxD096mz+VADwciimdORTxzTAUOQPSjzWHQml2570bB7UAOhvJrd98Mrxt/eRip/MVow+LNftj+51rUU/3bqT/GszaKNo9KAOkh+Jfi+3xs8QXxx2kYOP/Hga0YPjF4whPzXsEw9JbSM/yAri9oHak2j2pWA9Ig+OviOPHm2OlzD/AK4On8mrTt/j9crgXPh+2b18m5Zf5g15HtHoKTYvoKLDPd7T49aHNgXmk39uT1MbJIP5g13F5r9pa6PDqMtvMs1ym6G1uE2Pz3dcnH0NeW/CvwvpdtZ23iW+tmu7lpGFtEyDZDtOA/P3mJHB6DtzyNDUri61m8eW5Z2eQ4dfQf3fYCqpx5mKV0hZdWur25NwZmDhjjaNoH0rd0/WxdFYZiEm6ZJwG/wrHjsNigzMEX0qGXUreH93axeY3QtitZwjJWFCcou51wuBIoKEEEZBHcVUuZginmq9vJMLZPtQKz4y4Ixj0/TH459K5nxT4lg0i1ZmOXPCoDyx9K4+WzsdvMrXE1zW0tEODukPRRXm12011qLSzyeYWb5W9R2x/hVOPV7q41KS6uX3rNw4zwg7Y+lasWxbqJZCBG7gBj/A3r9D0/KuetKSduhdNqRNawlR0yRj8K2bW1BkLyA4XGKW1szvClCCAMgjkck/0rYt4VTLsNzAk+2a82pV1O+MLIt21jHqenz6fexk2s68jPzD0ZfQg8iuZ0y5n8N60+i6qcopzHKBw6H7rj2Pf8R2rr7JmaXc7dVOFHTNUPEOht4j0kmEAajakvbHu3rGT6H9Dj1NdlL99TUXuc9RckuZGzHlSrLtKkZBB4I9RWrE+5Ru6etee+DPECvH9hvCUKsVDPwY27gj6/lXdozQOQ/Q9aijWdKXLIUoqaujqfChIvr1ewtkI/76evkeTUZS7fMRya+tvCYxqF9g5U2qY/76evjp1be31Nene+p509JMt/2hN/fP50n9oT92/Wqm00YI7Cggtf2hN1DYq/p1y8q4Y5OeaxsGtLSThzmkwLt+22BQO5rMq5qc6iVY+flGTVAyrnv+VEdgY/LdqaWcdRTfNX1/SlEid2/SmAF2puWp3mxf3v0pDLH2JoAbWlYWa3NncyLK3moPuCMnI69R9PSszevqfyq9ZarLYWsqW7skkh5Yen+fWgBLOxuLqYKImAzhiwIA/wDr+1Taxcm/1SadsEk4+Xpx6e1VZtWvJ1KvM+09hx/KqvmH3oAkK00/SmBie9ANABtGaXoOKKKAG+YSa6TT9Tnnt/sS3MUEdwyrK8hwIz3b2yP88VzZGKFkaM/KcZpNXGnY6LUbm1itdlt5oRXby1fGXHQNnjPfsKxgMKAeveo1d5pU3HOP5CpaSVgbuSoMDNSKc9KjQ8VLH96gRN/BSA5Ipx6UzkGhoC+nEY5r1n4C5/4SDWc/8+sf/oZryOPIXvXr3wGOdd1f/r1j/wDQzSW4GD+0UceONM/7Bo/9GvXkIavQ/jR4t0PxZ4qsb3RL77VbxWIid/KdMN5jHGGAPQivN/NX1rQRPupwaq3mr6/pS+auPvfpTAs7qUNVYTrnrSiZP736UAWC1IWqDz1/vfpR5yH+L9KALG735HQ05HKHH8Pp6VV85PX9KUTx9z+lAF8HNSL0qglzEp+9+hqcXtuB/rP/AB000wLQFLtqsL63B/1n6GlF/b/89P8Ax007oCzijFV/7Qts/f8A/HTS/wBoWv8Az0/8dP8AhRdAT8460YPrUH2+1/56f+On/Cp7W5sbi5SKa/itoyctLJHIyr+Cgk/5zii6HrsJg9yK7Lwv8PNT1meOe/iks9P+8WcbZJB6IOoz/eP4ZrZ8O618NfD6JKNVF1ejk3MtlLlT/sjZhf5+9epWVxDf2cF5bPvgnjWWN8EblYZBweRwe9YzqPodFOknq2MS0it7FLWGNUhjQIiLwFUDgCsi5SfzGVEXzmwI3IJLn/aPqfX8/WuhcgCs67QSKQR16is4TcXobVKakrHG3DTl2Fy7B+hXPSuq8NeGwgF7eoVx9xOhH/1/5fXpR8iVCgilMYj+4QikpjsCRkD2/KuoW+E9pGyfKu3G3+6R1FdsZ8+iOKVNw1Of8eamulaBcamkW4WwVQi8cEhQPYAkV85Xmo3esX0l3dyFnPAHZR6AelfSOtHSrnw/qU+ubRoqxMspPWQ9tnuDjB9cV812qoVl25xu+XPXH+NTVWugou+jEjcxtz071r2k4lj8lznjj6VkSLg06CYqwGcEHKmuWceZG0JOLPSPDd8L+EwTsPtMGEPPMi4wG/AfpXUqiqpVemTyK8rs797R01CDIkiPzAHseK9G0m7jv7VZYT8vQgnofSvIxFK0rnqUanMrF5WIIIJLDvVu1ugt1g4+br6VV8o5+U0hQqcg80Upum00aSipKxzvjTSvsN8niCzUhJnCXajs5+6/49D749a6Pw5rEep2UVtKQJUXCNn73sf6VZhWC7snsrtBLFOpSRCfvKa4S4s7jwvrH2V3MkDZeCYjG9c9/wDaHQ/n3rtrwU4+0ickbwlys9u8FkjUNQU/w2yf+hPXyExO9vqf519W/DbUDqE2oSMcuttGGOevzP196+UW++31P866MP8Aw0cNf+IxMmg9M0YwM0ZBrcyG5Oa0dK4kJz36VmkjtWlpP3yc9+lJgJqZ/wBNP+6Kplqtap/x/H/dWqdC2AXNGc0lApgITQD0NKw70ygCXdSZpKKAFzSH1opQM0AMBzTx0pjDHelWgB+aTNJRQAGk4NKwJFNzigC1bcKxx06cU/HNQ27FgwJOBwKsHgUmAAcjFWUHQ1BEpJzVpQcUgAmhXw4puaRfvigDVjCN9a9Z+BKhde1jH/PrH/6Ga8iiHTpmvXvgT/yHdX/69Y//AEM0ktQPnSiiirAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr6s8Inb4L0LP8A0D7f/wBFrXynX2V4K0W0m8BeHZH83c2mWzHDdzEtTKNzWlNRZTlkZuBVcpk5rrzoFj/01/77/wDrU7/hHLH1l/77qVE19sjh7opCjO2AMdap+HrqDVNLluluwLNnLySD/lmg4J9gQOvau9m8LaddRtHJ521hg4f/AOtXJj4KeGkszZre60LU5zCL4hDnrkYwa2g+UxqT5tEeJfEjxx/wk98tjp+Y9EsziBBx5rDjeR/IenPU1geH7WG4tZg6BmWTg/hX0F/wobwZ/e1T/wAC/wD7GrVp8FPCdiGELalhvmIa5B5/75pqWt2ZHzvqeneRiRB+7bj6GsVxtNfVcvwb8LzIUdtQKnqPtH/1qzm+BPg1jydT/wDAr/7Gpla90Wpdz5ysrjnBPsR612Ghah/ZN7yc2k+N4X+E+or11PgV4Ojfcp1PP/X1/wDY1eX4M+Fo4/LDaiV97n/61clai57HRSrqG5xyzBlBBDDrkdCD0I9qa+TzzXotr8NtDtYUhSS+KpkLunyQPTpVj/hANG/vXf8A39/+tXKsLNHV9cp+Z5ishSRSDgg8U/WLBPEGmSWp2rcD95byH+F8dD7Hof8A61ek/wDCAaLkHN1n/rr/APWqSLwPpEDZVrr8Zf8A61dNGnKOj2MqmIhI8/8AgjNI8muxyqVeKOJGVuqkGTIP5V82sPnP1NfaFh4H07S9R1C+067vrSW82i4EcilXKg4OGU4PJ6Vzw+BXgZRk2V22fW6aumMeVWRxzkpSufKGKTbX1t/wpHwHx/xKZOAP+XmTn9af/wAKR8A/9Adv/AmT/wCKp3J0PkZsHAwK0rAeQplPPtX1d/wpj4ff9C7H/wCBM3/xdO/4U34AAwPDyY9PtM3/AMXTEfJd0y3M/mYK8AYzUXkJ719c/wDCnPAP/QvR/wDgRN/8XS/8Kd8A/wDQvx/+BE3/AMXQB8iGFB603yl96+vP+FOeAf8AoXo//Aib/wCLo/4U54B/6F6P/wACJv8A4ugD5C8keppTFGoySa+vP+FOeAf+hej/APAib/4ukPwZ+H5/5l2P/wACZv8A4ugD4/OP4c8UzPNfYf8Awpr4f9P+Edjx1/4+Zv8A4uk/4Ux8Pv8AoXY//Amb/wCLoA+QAMinCMEdTX19/wAKZ+H/AP0Lsf8A4Ezf/F0f8Ka8Af8AQux/+BE3/wAXQB8gEYNGa+vz8Gvh+evh2P8A8CJv/i6P+FM/D7/oXY//AAJm/wDi6APkGkzX1/8A8KZ+H/8A0Lsf/gTN/wDF0f8ACmfh9/0Lsf8A4Ezf/F0AfIYxioj96vsH/hTPw/8A+hdj/wDAib/4uk/4Ux8Pv+hdj/8AAmb/AOLoA+SbUfIT71KeTivrNfg54BUYHh+PH/XxN/8AF07/AIU94Czn/hHo/wDwIl/+LpAfKcQqY+lfVA+EXgQdNAj/APAiX/4uj/hUvgX/AKAEf/f+X/4qiwHymV5NIpwwr6t/4VL4F/6AEf8A3/l/+Ko/4VF4E/6AEf8A4ES//F0WA+X42GeTXsXwJIOuav8A9esf/oZrv/8AhU3gb/oAx/8Af+X/AOKrV0LwfoHhmaWbR9OW1kmUI5EjtkA5A+YmkkwP/9k=", "path": "000112.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.
000113
Men Tshirts
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", "path": "000113.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.
000114
Men Tshirts
{ "bytes": 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", "path": "000114.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.
000115
Men Tshirts
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", "path": "000115.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.
000116
Men Tshirts
{ "bytes": 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", "path": "000116.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.
000117
Men Tshirts
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", "path": "000117.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.
000118
Men Tshirts
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xJdrpHhjUr1eZY7dvLz/fPC/qRR4X0/8AszwzYWmOY4hn64oA1jTcU+k25FADAmapXEaS38ttIAUdY/wyGH+FaiLz0rKuGP8Abdyo6iCJh+Df/XoAyrCVh5trIT5kDFeepHarlUNdJ0/Xo7pchJBh6vKQwBByDVpkNWFq1b/8ed19F/nVWrVv/wAed19F/nQ9gRVooooEilq+qW2i6Tc6jeNtggQsfVj2A9z0r5k17XbvxHrs2oXj5eTOxO0aDoo+gru/i/4rF7qSeHbVyYbUh7lgeGk7L/wEfrXl4INwuOwqWyooeeDQOlKaTpUlDqay7vrS5pwNAEI+Xgj5T2PSkMasBtJB9+asdqb5aZ4GPpQBXNsT/wAtBj6U5LaNDnlj/tVN5aj1/OngUAABp9NHSndqACikJxS0AKOtej/DLxS2makNKupf9DujhNx4ST1+h6V5wDgE1ZgY7UYEgjBBB6Gmgtc+qKK57wXr48QeHYbiRs3UX7qcf7Q7/iOfzroaszCrNt/qbn/rl/Wq1Wbb/U3P/XL+tDGhdR/4/pPw/kKq1Z1L/kISfQfyFVc0LYT3FopM0hYKpZjgDkk9hQK55x8XPFsui6VDpFlJsur8HzHB5SLoce5PH514VH80KMecitvxnrp8R+M7u+ViYA/lwj0jXgfn1rEtwPsyj0J/nWbLQHg5pwIIoNNxjpQMCMNn14NPcZtEPZHZfz5H8jTc5GCKkiGYbiPPGwSAfQ4P6NQBWwMdOKTjdxT8DHBxTGjfaTkdKANDU28nwzpVsuSbmWa6YDuMiNf/AEFqp28PlKAevUmtTW0WK/htl5+x2sVvz2YLlv8Ax5jVAUAOPJoGaSjOKBF/Q9Wn0vWILu2kZJYnBBB6n0+mK+oNMv4tU0y2voGBjnjDjHbI5H4HNfJ1ku6eJuf9Yx/IV7d8Hta+0aTcaVK3zQN5sQJ/gPUfgf51URNHptFJmjNWTctwf8eF3/wH+dVas2//AB4Xf/Af51VzSQ2xa3bKHyLUZHzNyaybKH7RcqpHyry1bzcLUyKiVM7rkexFK/8ArCabF/x9HNOOCzfWkUNFPxxSYFK3FMBO1clp8zQeNtUtnGAZldP92SNT/wChK1dcp5rifE039k+N9KuyMRXsXkMf9uN8j/x12/KgDth0p3I9q4bxb4pvzqUfhXwuol124XMsxHyWMR/5aOfXHQf/AFqyNB1q48BX1tomtagdR0G8Y/2frbMGCyk/NFIcnHzZwf8A6+FcDpPHLefbaTpi5LXuoRAgd0T52/kK6lBtQL2AxXJXUi3/AMT7O2HzJp9k0h9A8h/+JUfnXYHgUANp6ioweamUcUAKBWG77vFVzH/06p/6FW6tc6hz42uR/wBOyfzpAHia1+0W5IHzKM1k6JdebbGBz88fTPcV1d/GJUIxwRXBzFtM1UMo+XPPuDVJiex01Wrf/jzu/ov86pqwdAynKkZBq3bn/Qrv6L/OqexCK1Yfi7xDF4Y8N3WpuR5irtgU/wAch+6P6/hW37d6+fPiv4q/tzxH/Z1tJusdPJTKnh5f4j+HT8KTBI4V5ZJ5pJ5nLyysXdj3JOSaiRsXY9xThwKj489D71BoXWFNp56UygBaB1pKUdKAHjpRTRyOOlOoAWikpaAFHSndqsaXeQ6fqlteXFnFeQwyB3t5fuyAdQa9m1D4Z6H4n1ay1Dw5PBBAXifUbHd9xGw2VHYkcY6GgDxi7srmxaNbq3khMkYlQOuNyHow9jVfNenfGLV9N1W60yPTCDFYmezbA4BQpwPYZx+deYCgB/VDUtscxL7cVEv3T9akteEAJoA7f4feIDoniCOOVsWl3iKXPY/wt+de7V8uhiORXvXgTxB/b3hyIyuDd237mbnk46H8RVRZLOoqza/6m5/65/1qrmrNr/qbr/rn/WmyUxdS/wCP+T8P5CqlWtS/5CEn4fyFVKa2Bi1yXxH1w6F4OunibFxc/wCjxc8gt1P4DNdZXiXxl1c3GuWulo2Y7SLe4/23/wDrYoYlueWRf8fPXpUlt/qfxP8AOmW65uWzTrU/ufxNZlkmOaKWmnrQA6pbUZu4l/56Boz/AMCUgfrioqNxj2yL95GDj8DmgEJgEA4qxYwLcahawHpJKob/AHQct+gNNuECTyKOgY4+nb9KksX8ueeYHmG2cj2ZvkH/AKEaBjLq4N1dz3DdZZGf8zmohQcY60LzQAtRyNgqMVJUEx+ZaBFmx4VG9C38q6nwBrH9jeILK6ZsRM/lS8/wtwfy4NclC+y0z33Yq5ZPsVUHp1oA+rf85ornvBesDWvC9pcM2Zo18mXJ53Lx+owa6CtEQXIP+PC6/wCAfzqpVq3/AOPC7/4B/OorWH7RcLH26sfagZq6XD5dvvI+aQ5/CrrnjFKMAADoBTJKzNEVIjm7YUq/eYe9JAM3RPanhPnP1pgOApsnapQOKglODQA+Pk1578Zpp7Twnb31pbu89tdLIswXKw8EEv3wc4+uK3fE3jG18MxW9vHC97q96dllYQ8vM3qfRfU1xl/ruvafo19o/juG3lj1GGQWt3Y/vB5h/wCXcoOSwOAMDtz60gMMtJZxaP4ftdUa1TxKon1DxNKctdM3WKNux/h5xWhPpdr4b8Vw+BLaJ9a0DV4902lk75rBuMzBuiqT83X1/HM8LaLq2p+D73S4dMsrjRpDv8jUrzyzavjLPHsUsvOTyaTSLXW4/h5d6tpkUSQ3ylrnWIr7zbsxoSpT94BgDGBg5oA6H4WtJbeMfEelr9q1C3sWFvDqT8gqvAjY92AGBjsOa9Zk4TNeNeD/ABBc2ngy10DwlYNNrUzSNcSzrsisjnl5Sec4wQO+a6rw14qvbe8Xwv4pmj/toR+ZbXUf+q1CLsyH+96j8qAO3h+Zqs1Vs/mXIq3TAF61zsfPji6PpaJXRLXO2uX8aaifS2j/AJ0IDakG4Vx3iO1/ebgO1deG7Guf19dysfQUAZuh3fmQG3Y/PH09xXQW/wDx5Xf0X+dcRDI1tNHdJ90NhhXa2jiTTrpl5DKpH50+hDWpxnxD8Tf8Ix4VnnifbeXH7m2x1DEct+Az+OK+ax8xJJJJOST1rtfin4h/t3xdJbwuGtdPBgjweGb+Jvz4/CuLVaUncqKsIw4qFf8AWp9asMMCq6n/AEhPrSGa9pZ3N/N5NpbyTy4LeXGMsQPQVcfw/dW+oGzvpILOVXRSJpBxuYDPGemcnPYGq1ldfZRcnaSZrd4QQcFS2OfwxWrHo13r8x1JJrRPNLN5TNmTEYXcduOfYE80AP8AEvhYaFNaGOWSSyuNoW8coVYlQxwFJxgNnryK2pbDQdLS7TVNKENtHhbK5jkLSX6A/M+CduCACCMdcCqOs2wn02LUNR1OW7aJURLNoxbtGh4XCDgYA5+g9a5rUxZrLAtkDsECFy0m4lyASPQYOeBQBLqsizapcSLcRXCu2RJEmxSMcAL2wOMe3frVIj0pgqSgBKbmlbrSUAOyCDnpXvGn6lN8O/hoPEF5DHJrWpCEJE5x8qrhAceiDJ9zXg3auj1nxPeeINA0fT7xi7adHJGHP8SsRt/IDFAHoPj3QfD+taC/iPT7q303UAnnz2kj7RMSF3EL/eycAjr3rxzdzWv4h1ddXvIZEV1iigijCPjhlRVYjHYlc1ik5NAE6HinQnkVEpwhNSRnnNAFw/drpvAXiH+wvEcZlfba3OIps9AD0P4GuaHMeaiJIbNAPU+p6tWn+puv+uVcL8O/EP8Abnh1YZnzd2eIpMnJZf4W/Lj8K7m0/wBRdf8AXL+tX0M7WYamcahL+H8hVPNW9T/5CEv4fyFVKa2E9xGdURnY4VQST7d6+W/EmptrHiC/vyT+/mZlz/dzgfpivoDx9qw0jwXqEwbEsqeRH/vPx/LJr5r4L8VMiooS3GLlqS1H7n8TT4R/pJpttwjf7x/nUjJBycU0/epy/fpGHzUAHalC7lI9eKQjinLnFAEsg3pbyf34Vz9V+U/ypsZC2Vw3eWVU/BRk/qRT1/5Bu7P+pnZT/usNw/UNUch221snfYXP1Y5/ligYwdKSPvTl+7ViyWAQtLJH5hEqqcuVCqR14696AIMUy4hkQJI0biMnAYqQM+leoWOnaEsEE9lHCQ6706ySN6DavOPrg9K4XWba7gvp0uoJoRcAyxpM2SQrdv14oCxkRDNs49HFTwNi4C+i1DAMJMPxpbc/6UxoEerfCXWvI1a60mQ4S5XzYx/tr1/Mfyr2DNfMWl6jJpOr2t/CTvgkD8dx3H5Zr6YtrmO8tYbmIgxyoHUjuCM1cWTJGjbn/iXXn/AP51Lp00ECTSSSKrAZ5P8ACOaht/8AkHXn/AP51TIBGCAR6EU7XBO1ifwr4km8RreTtZGG3hnMcMhP+sHrjt2relbmsSwuhYp5UcSCLJO1RjBPU1pC5jmixC25z2PWoUWjWUoyd4qxNbp8+alAwTSxDaqg9cUrDkigQ2uc8Ya8PDfh+81X7JNdfZ03eVEMk/X0X1PYV0XQGsu5Ikn8tgCpyCDyCKAPGX1K6spLLUFurZvFXiaEudYc/wCjafbAHKQnoWCjkDnNdH4E8M/2folp4hNrc3c86u1s07EvbQE5DKD/AByElyffFYXjfTG8KLeaFbG2fRtUUzWds5zJYyl1WQxjqEYO35mqXi3wFc+ENUN895rd14UPyuLS7bzrPtyDwyj19KQFrWdQutA0PxBaWCuz6hJ9ktdqkHdI3bvwrUy1km8O+EdT8ATzFrq21ONEKg5aCQCTOPqCPxrEfRdFk1yWK21TWrnTodOXUJbtLwh0U9MAj5sjb6EYxWtrun6Nf+MLK6W8uItFXToodR1F5PLkgZAdnzHnzCFGRjNAHWa94EebQ59T0qSV7q3tjF5SqY/tsI+/ExABIIB2nrnmuVt4NOvG03we0txeabfwDUNCvI23XWmMedj45CggjPHT8meHvAt54z1j7dpmq63Y+GEOFuLy8Yz3J77V/hHuf1qOztlstVuvBeht9huru8uYJ9TlbMotI3IEURPVjk5xQB6h8N/EN7q9jfafqLC4vNLmNtLfQDMFzjoyt03f3h613B61heE9KsdD0aHTNPhEVtAMKvcnuT6knmt49aAEPC1z+ljd4o1R/wDpjEP51vycIawdGOfEOqHP/LOL/wBmpgaUjBZgvqaytTA8x0IyGjz+NXL27jSb5CHYDt0BrOlkaaTfIct0HoKaVxOVjGttI3KftB+UnOwVsTPLbeHNVe1TMsVvmJQP4gDj9aSrdt/x43f+6v8AOqasiE7s+OiWd2ZvvkknPr3pwFfRHiD4b+H9d82VbcWV45z59uMc+69DXkPiTwBrnhxnkkg+1WYJxcQAsAP9odVqGmi1JHJMeKrqf9IT61ZI61W6Tp9aQzTX7tX9PvN+LK81G6trBT5m2E/x5HQfjn8KoL9yoHPz0AdXDd+FbMySXFpPqVwHbY0sjFXXsWGfvHqRyBjvXP6jeR3lxG0UEcKImzaiBcnJOSB36VUzSfx0ASLUlMXrT+9ACHrTeKcetNoAKni+7Vc9RViHkUARyHGahzzUsx5NQigCRjiBz7inwkkCmqMxMOxIp0BBLD0OKAL8LZTaaRxjNPsLK51C6W3s4JJpm6Igya9Q8OfCxFKXOvOGPUWsZ4+jH+gppMTaRz3wvOpx+J0mtbaSSzdTFcvj5VXqOfXOK97tP9Td/wDXL+tZ9tbW9nbpBbQpDCgwqIuAKv2n+pu/+uX9aq1kQndhqn/IQl/D+Qqnmreq/wDIQl/D+Qqnn8qa2E9zhviDb2+rLb2VzKYooT5rM0TMhY/KPmBGD/jXlq+DTLMEt5o2JjaUCOdW+UMRnDYPb1rtPFaa7BqNxqNrcRT29w25YCxVlx0x1Bx16eleYve3ttc7CkkEagKsMo3AAeuRgnOT+NZOabsdLoTjFSa0JpNAurafLFR0OJFaM88j7wx39ayoYzHvRhhg7Aj05rpLHxbfW0bRMuY3PzbGIz9Qcj+VYHnfaJppyMeZIz4HHUk0zIYOJBikc/OaUf61aa3+sb60CENPWoycVIhoAlgBljvLdfvSwh1+qMP6Fqbc4MjYwQDtH0HFP04t/bVmgHDMVbJ4wRg/pURAOducZ43dcUhjUOVrV0PTp7uKd0x5RYL2zuBBGAeD6VlJwxFdx4UiMNjBjhi3mNn3PFZV6vs43R6eWYKOLquMtkrla/1TXLaSb/RbmESEM/lYjU8Y+7H0HHTNcrfX1yxwzbMnkKuCfr3/AFr1wiUuTtSUgkYx0FYWvWlvLaETWyApknIGR7ZrFYnujuqZKmm4S2POouVm+lSWcEk9wRDGz+u0Zx9fSl00xvekNt8stzu6YrrW8S6baTlLS1jKp80TYEjoQQR6Jx6DORXYtdT59qzsVbDwzfXsiZAQOcL3yfTJ+X179q9n8EMLbRzpL3CSzWLbDtkD4U8jkfUj8K8Xm8Q3d5NEhR3TJUIWLEg5yFA4BwSOBXpXw38N67piea0LWumndIUuiBLJx2Vfu+vJpx3M5Oysz1C3/wCQdef8A/nVTNWrb/kHXv8AwD+dU60RLFzShiDkEg+tNopiNOy1KXzkil+cMQAe4rZYc1zNmM3sP++K6dutZyRrF6EEhxkVyniXX4PDel3us3EM00dqufLiXJYngD2Gep7V0k8nzsKz441nadZEV0cFWVhkMDwQR3FIo8WvBJq8ggnhjvvFfiW0M6zCQCCzt1G+OOE9GYlFyB716Jpmsxa74cg1Ardzyum51nO2OEkYYHscHcOcniuT8XeFI/C1kY5I5pPCxn86CeDJuNEmJ++n96InqKzry81bT7G80fStYttdvtTtXurmK0iIWAtwZ4z03OvJQ4yxyOTSA5/TZ/7TvdT1GzEUAumljTOQiWqAKEAHUcDilcKtzNqV/CNWawh81dOllYQuygDeR1bauOPai2stC0jQbdNO1eR79Z8Sx3C+VJHkHrG3QDGO+c1qWOieEdQ8Lrea3rv2LUZN32dbeQyXKHp9xeWB6YxSH0PTLvVTBpk2vqrW9ibWOaJ0RkAjCAk5U7T14DAccV50kb6i1l4e1+BorzWN+sabe22TPZTyMWIcDkL93/PSdJL9tC0Hw14huptI0kqyafcXNqQt26N+5+0An92o4IjJOcAk4qaCx1S91jUtM0+/W51WUhda8RKvywDtbW49gMcYx+FMR3nw38Q3WrW19YakFbU9Mm+z3M0IzFMR0ZWHGcdR2ruzXNeDtHstA0qPTLCPy7eLpk5LMerE9yTXTUARy/6s1yS5XULx1ZgWKqwBxkDp/Ouul+4a5Jv+Py6/3/6VUSZbD6M0lFWZC5q5bf8AHhe/Rf51Sq5bf8eF79E/nSew47lSg8gg9CMEetJRTEcnrvw48O647StbG0uG6y2x25+q9K878VfCMaNpFxqtnqZnW2HmPFJGASuecEV7hWD42/5EjWv+vR6VkUpM+cBwlV3+/Vj+Cq7ferM1FApOjZpRTM/NQBMh5FSGok6ipcYNACd6b3NPqPByaAEbqKtW/C1VJ5Aq3B92gCrcH94aYOlLc/6w0i9KANTR9E1HXmuLXTIlluY4zMELBchTzj1NdX4U+Furas4vNWDadat/yzYfvW/4D2+po+ERx4yPvbSD+Ve61UVciUmjN0XQNM8P2vkadbLED95zy7n3PWtOkzRVkN3FzVyz/wBRd/8AXL+tUqt2X+ovP+uX9aHsOIaqf+JjL+H8hXN+J9Yi0LQLm+lYKFAQEnHzMcCuj1Y/8TKX8P5CvIPjRqcsem6fpqI3lzSGaR8cfLwB+uaXQLXkZcF6l67rZ6mogyhjWf58nudy+h46VpQ3NrqtqHvrDfDl1M8aeYuRwM45AzznFeMCR43DxuyOP4lOD+lbWmeJdS05wyymUdCr9x6ZHX8c1g4RZ2wxM4KyZ2938PYLu0e90e9jKqT8u7K/4r7A15xCpSPaeoJB/OtxPFFzaXV1d2EkkdxeMWuPMAK4xwo/U54PSsG3JMCknPvTimiKtSM1e1mSL/rVpsn+salB/eLTZeJDVGA09KkjPFRZ4qSOgC9pFtNd6wiQISUG5iMYVehJ/OobyB7TUbm2kVkaOVkKsORg1peGJ9Pt9aP9oRllkRVgbJCrJvGCcdsZo8XOreM9XKtKwF065lbLcccnvQMxo42kuFjX7zEKPqeK9I0+MQXfkgZUKFwO4FcV4ft1udftFYgKGLkk4+6Cf54ruILVxfRyRzKN6k4HXNcWK1aR9Lkco04Tk3q9DYeOJPnKMmQcqDXP+JZhDpNy5JOUwD3zW7Il1DauJMMMgnjJFcX4xuj5MVv03EswHoP/AK9YqN5pHp1q6p4ecr62OPsT++I9a7Pwr8O73W54pbm5jtLZ0EuQQzbD0PoPxribNsXI9zW1ZeJLqXSl0i5kItI0KBo1/ecHK555A6Y969aHL1PhKnO/hPcbCHwd4KgH9nQHUL/7pmQ+Ywb0Ln5VH0rG17x5e73i82K1gHzfuJA2WB5Vm9x/dry4a5NFYCytiwtx080hvfp0H05rPkneZt8sju3qxzS5hKmt2fVWiX0Wp+G5L6Bt0U8cbr+Jpma4z4O6o134K1Sxc5NnIm3/AHWJIH5g12WauOopaC5ozSZozVElmyOb6D/fFdO5wua5ex5v4P8AfFdJcHahrOW5rDYzJmzI1MsxnP1oOWZvpRZdWHuallmm9vHcWrQzRo8cilXR1yGB6gj0rzfXrbw38K/DM8un2BVry4ISMZLSyH7qFj91B+g969PQYUVgeLbC01PR5rK9gSa2mUh0YcH39iPWkB4Jq1tcOHGsXMUusyFLidGi8yOCNiVVEGMcDnOeoFX9FSyt1Tw3qkRtI9UmJ0vWrRAlxHMD92Tbyy5xj6/iA6fNZXf/AAjeozuLTbmx1N8bhGCD5TE/xA4H0q5pIm0W7QWNumpeOdS3LaxNzFplvnhz/d45Pr/MA7bQ75PEsOpeA/GcEd1qtkg851X5LiP+CVSPuvyPQ5rdtfD+n+F9Et9J0uHy7aLJ5OWdj1Zj3Jqz4P8ACsXhbTGjaY3d/cN517eOPnnlPUk+g6AVa1k8rQA7SOrfWtkisXSO/wBa2u1AEcn3DXItxeXWf7/9K6+QfLXJTjbf3I/2gf0q4kz2DNGabmjNWZDs1ctf+Qfe/RP51RzVy2P/ABL73/dT+dJ7DW5VzRmm5ozTJFzXO+PXK+BNZPrbkfmQK6HNc34//wCRD1j/AK4f+zChjW588/wVXb75NT/wCq5OXrE3HVH1apegrrv+FfXp8MaZqY3Lc3wnmWNjx5MaBgcdcnJ/SgDk4+tXLOyudRvYrO0haW4lOERRyeM1ueBPCbeKvEB0xz5RERkJPYf5Ir1HRfDGmeHfjVBbW8srsLTzI48jO4phmb0XA4HXJoA4ZPhVrMJM2q3VppenJCJZLy4b5VzyFAByWxXN62PDdtF9k0U3t5MjfvL+4YIj+yRgZA92Ndv8dppm8aW0DSOYks1ZIy3ygknJA9a8sPqeaAGt94Vdh+5VI8mrkJ+X8KAKdz/rKRRxRc8PQv3aAO8+ExI8aj3t5P5V7tmvB/hUceNofeCX+Ve75rSGxlPcXNGaTNGaskXNXLI/6PeH/pl/WqWauWZ/0a8/64/1qXsOO4ar/wAhKX8P5Cs6WGKdCk0UciHqrqGH61f1c/8AEyl/4D/IVRzTWwnuczqvw78L6spMmmJBJ2ktj5Z/IcfpXDar8GbiEF9I1FZxn/VXA2t+DDivX80pNFkCk0fMer+HNV0KTbqNhLAOzlcofow4rKtv9QK+rnSOVdkiK6HqrqGB/A18zeIvIXxPqq20axQrdSKiKMBQGxxUSjY0jK5mj74om+/SZ+cU6bqDUDIs0+M8VGelOU0ASEAjBGQetI5LMWYkk9STmlJ4pp5zQAvUU631C7tbhWgupYyAR8rGmL1x61sx+Gll00agmp2/+rMhiK4IGM4PPX/61JpMuM5R1i7Fy28Z6tbxbWeKUZzl0w35isnWNVfV7g3LpsITbt3Zrbfwc8abm1K22DG4gHcoI4JXP4VkXehyWuhrqL3UBSQgRx5Idwe4HsOtSoRTuayxNWcOST0MWz5nH1pyKEv516DcRTbXievoTw98P/DdjbQXhsRdXEqLI0lwd4yQDwOlaJXOeTseLafoeqapJs0+xnuPeNCQPqeldzo3wk1G5KvqtzHaR9THH87n+gr1+NEhjEcSLGg6KigAfgKdmtFBdSHPsV/C/hzTfDmh38OnxMpk8sySO25nIJxk/iat1btj/wASu+/4B/OqOacSWPopmaM0xFuwP/Ewt/8AfFdDesViP0rnbA/8TC3/AN8Vvai37oCs5bmsNiiBiMml0/7x+tD4FtS6aOSfU1JZsr90Vk69zbVrL90Vka9j7L75pAcl/YNlr8L2N+rGByG+Q4KsOhHuDzWx4M8GW3hW2nd7hr/U7py1zfSj55B/CvsAMcVHpXF6K6tPu0wJRWJrJ+da2x0rC1o/Ov0pASaP0P1ra7VhaOeDW4OlADZDhK5S7x/aE2PauqlPyH6VyNyf9Om/CrjuRPYSimZpc1oZDqu2v/IOvf8AdT+dZ+avWh/4l19/up/OlLYa3KlFMzS5piHVznj7H/CCax/1w/qK6HIrnfHvPgXWOMn7PwPxFDGtz5/tbO5v5Ut7SCSaZ/uogyTWivg7WJNatNJFv/plyNwjAztX+8favW/NtPhF8OLaUW0M2v6mMgsOhIzyf7qAjjuazPgfLdax4y1nVb6dp7gW43yOctlm7eg4rA3PPbrwhd2njeDwuf3108kUb7OPvAFsfQE/lX0ZfQ26eMfC9laqDDYpdRMvXaBCmAfwIrmrjT5H/aGs7pYh9ml08zFsdXQMn8yKk8OaodQ+JN0CeI9Tv4l+ixQr/SgBdI082fx81TCosT6YssSoMAAkD+YNTahG0X7QOlSbMCbTHG4fxY3Z/pTUmdv2iZkT7iaOFkP6j+daGs3DQ/Gnw6gVSJdPnQkjkck8flQBx3xbt9Ag8Z2mo65NPcAWarHptt8rS4ZuXc8Kn05rxa+njuryeaK2jtY3cssEWdsY7AZ5r1z4zaHqWseObdrK1d4YdPQzTn5Y4V3ty7HgCvKLiwImmjtplvBD/rJYAfLHuGOMj3wKAKKn5quRcKaphdshAIPuDxVxPuUAULsjfUiD5RUN5/rBU6/cH0oA7X4WNjxxbj/pjL/6DXvNeCfC848cWp9Ypf8A0GveM1rDYynuPopmaXNUQOq3ZH/Rrz/rj/WqWauWRzbXv/XH+tTIcdw1f/kKTf8AAf5CqOau6wf+JpN/wH+QqjxVR2FLcdmkzScUcUxCg4Ir5Y1CUzarfSnkvcSN+bGvqViApPtXyi7FriZvWRj+prOoaUxc81JJyoqHvUzcpWZZD2pR1pBS9DQBJnNIaQGloAaWwQa7jT9P0OXTbV54bJpTGCxcgEn35rhjXU+FGspI2t5bSG7mZvNIMe5kVRz1GPfrQM310jQ3BAt7Ujpw3f8AOs3XNJ0qDRLqWCCJZUUFSr5xz6ZrSh0qB1MU2mWy+V5ZBEYDyBT84b+6CenXvXKeLEt1nQW6wQiJQrQqMMCSTzgDPGBk0Ac7BxPX1Po0m/Q7B/W2jP8A46K+WYjiQGvprwnN5/hLSpD1Nsg/IY/pWkCJm1mjJpOKMitDIv2v/ILv/wDgH86o5q7a/wDILvv+2f8AOqPFQhsXNGaTijirEWtO/wCQlb/79b+oj5Vrn9O/5CVv/viuivedorKe5rT2M+7O2BRUumjiqt83IFXNOGFFSaGqOgrH1/8A1AFbA6CsbXz+7X60gMbTeL1a6yM9K5KwbF6tdZFyM0wLFYGs/wCtH0rfHQVz2tnE/wCFIB2j8KfrW6vQVgaMcg/Wt5TwKAEk5BrkLrjUJx7iuvk+7XH3RB1Cf6irhuRPYZmjNJxRxWpiLmrtof8AiXX/APup/OqPFXrQ/wDEtv8A/dT+dKWw47lLNGaSjimIXNc745ujZeDdQuQobywjbfX514roeK5H4mSeX4Cvx/faNPzcf4UnsNbmt4z8O2vxN8EWOo6JcrJcQxl7fB+VuBujPocjH1rlPgJbT2fiPxBbXETxTRwRq8bjBVgx4NcH4P8AGuteCpRd2h8ywkf99ayfcl9dvow9R+NfSmhpp2qtB4o06EK2pWq+aw6sByoPuDkZrA6Dl49ctbbxD4pnml8mTQkmkV2PDRyqpA/B0P8A31XCfBLUHv8AxGJLmUyXLy3NxIT1LOiZJ/I1yXxU1FpPiLr62szrE7rDKqMQH2gZBHfmpPgxqcWm/EKKS4l8uBrWfeT0+VC3P4A0Aesw3C2/7RlzG2M3GmhV/BQf6Vq61FI3xk0GYxOYINOmZ5Ap2x5JALHoBXm3hTxZbeJvjhFrFxHKPPLQ2KqQAi7GwX7ngdu5qX4t+Pr+51240PTLqWCxt0aC5UYHnSHOeeuADj60AWfif4x8PalqqQ/b7rVre3AxYWz+XbNJzlnkHLemF/OvKdT1e41BViKRW9rGT5VrAuyNB9OpPu2TVEelRyHAoASPlqupwtUoutXR9ygDOuzmQVYX7gqvdD5xUynMYNAHZfDJseN7P3WQf+O171mvAfhoceOLD6OP/HTXvvFaw2Mam4uaM0nFHFWQLmrtif8ARr3/AK4/1qjxV2y/4977/rh/WpkVHcNY/wCQrN9F/kKoVe1n/kKzfRf5CqGacdhPcWikzRmmIbMcQSf7h/lXyln5392P86+qbo4s5z/0yb/0E18q/wARPuazqGlMdUw+5UNSpyuKzLIs4alpDw1LQA7vR3ptLmgBDXQWd1olnp9u8FzeQ6ifLFwUcqMbvnx+GK54muu8P6no0GkJDfSQLOrtkPFk47c4oGWrfWdGKiKbW9SyTzgtsHXAyRkrggc+hrJ1mLRrm1nuLW+la54IE7ElyPvc4+mOexrof7V8NNwZLMk9D5WMfpU5u/DbwsubHJB/hA5x9KAPMU4Oa+jfh9N53gbS2/uoU/JjXzmPlcgdNxr374XS+Z4Gtl7xyyL+uf61cNyKmx2lFJmjNamJftP+QVf/APbP+dUavWn/ACCb/wD7Z/zqhmkupTFopM0ZpiLenf8AIRt/+ugrpLvqK5nTT/xM7b/fFb95JhiD2rOe5rT2Mu6O64A7Vp2PCj6Vks++fJH5VsWX3RUGhor0FYuv/wCrX61tjpWFr7fKo96SAxbP5bxa6yHoK5K34u1PvXWwHIFMC0OgrnNcI88fSuj7VzOuHNwPpSQEmjHGfrXQL0xXOaMcZx610S8mmAk33D9K4y541G5HuK7Ob7h+lcZd8anc/UfyqobkT2G0U3NLmtTAWr1p/wAg3UP91P51QzV6z/5Bmof7qfzpS2KW5SopM0ZpiFrnfG+lnWPDE1s0vkwJIk9xLjJjhTLOwHc4HA7k10OawPGHiJvDPh+S+FjBfI8i28tvP9x0fOQfypS2HHc8Y07Q9S8aa0tpolkwhz5acfu4I+xY9M45Pqa9kuvF9j4TlHhKwvAI9K0aXfKvJkudoCKv+1kk49/avML/AOKWuzWklnpMVlolk4AMWnwhGx/v9awPDl/fWmtG6soHuboxyLwMnLKfmz6jrn2rA6CtJo2s6lqdut1HJ9s1Cdl3TcFpOCxYdR1zT5bHTdLsJ4p5pDqw3psWTIRgwHBXhgw39enHrW1q9jqK4l1nUYbBCkc/k2x3uUchS2717nJ/CodM1PwxozNFBpUmo3hYKpkPVg2OD79enOcUAYFpNc6feJPDJJb3MTZVgSrIf6Us7M5LuzMzclmOST71veIbPU5L+G51OyTTxLhFXO5gucbmPfr1NQ61aaXaWEcUMsn28cyK5Dgcn5dynAOMH9KAMDPFQyGpQahlPFAD4ORV4fcqjbDir6/coAy7v/WirEX+rFQXf+uFTxf6sUAdX8OmK+N9O92Yf+Omvfs18+fD848caX/10P8A6Ca+ga1p7GNTcdRSZozVkC1dsf8Aj1vv+uH9ao5q7Yn/AEa//wCuH9aUthx3F1r/AJC030X+QrPq/rZ/4m030X+QrOzRHYUt2OopM0ZqiSG9OLC5P/TF/wD0E18sAjn619UXKl7SdB1aNh+hr5WIwxHoSKyqG1LqKaliNRDpUkfWsy0I/wB6kpZBzTfxoAcOtBpgp9ADWqI9akY1Ex5oGSDlcVZiO5cZ5qqp6VOuRyKAInAWX2Jr3H4SSbvCEq/3Lpx+gNeIyjcQfWvZPg7IT4fv4z/DdA/moq4bkT2PR6KbmjNbGBpWn/IJ1D/tn/Os+r1qf+JRqH/bP/0Ks/NSupT2Q6im5ozVElzTf+Qnbf74rcvhlzWDpp/4mdt/10Fb95981lPc3pbGSOJa2rL7o+lY2f3mPetqzGAB7VCNDRFc94hONg966DPFc94hPzIPekBkQnFynHcV1luRsWuRUgTqfQ11No+5FIpgaP8ABXLa4f8ASce1dR2rk9db/TMe1JAS6MfmP1rpF+7muY0Y/P8AjXTr90UwEk5Q1x9+pXUZT/eANdg/3DXKaqMX3plRVR3In8JTopuaM1sc46r9n/yC9R/3U/nWdmtCyP8AxK9R/wB1P51Mtio7lGim5ozVEjq4j4rn/iiW/wCvqL+tdrmuK+Kh/wCKIk/6+Yv5mplsVHdHiIJUg8ZHr0rfl8Vz27uNNgigjMiyjdGMo2DkAD+E56Vz5PNNf7prA6TZ0u50q+uHm8S3Vw0SOqpFGcKQQck46D5QOPUVnXE2mxMI7ESyPFMWinPyLt3ZA29SR6nH0rIlIJ5FLb/foA6O/wBf1PWZAb25ZkBykS/KifRe1UZsBRgYFRRGpbj7goAr55qKTrUmOajfrigCe2+6PrV1fu1TgGBirg6UAZl3/rxUsX+rH0qC5OZxU8J+QUAdL4C48c6V/wBdT/6Ca+g+1fPngY48baUf+m/9DX0COla09jGruOopuaXNaGQtXrD/AI9b/wD64f1rPzV+wP8Aot//ANcP61Mtio7i65/yF5vov8hWfV/XD/xOJvov8hWfTjsKW7FzRTaWmIDypGOor5WmRo7qeMjlZGBHvk19U5965O/+HPhvULqW5ltJI5ZWLOYpSoJPU4qJxb2LhNR3PAKkQc17cfhR4az0vP8Av9/9agfCjw4DkG9/7/f/AFqj2ci+eJ4k68f/AF6i/GvdB8K/DeMEXZ/7b/8A1qB8KfDAIOy7J/67n/Cj2cg50eGY9qXBr3QfCzwwP+WNyfrOacPhf4YH/LvcH/tuafs5B7RHgpBzzUbdTzXv/wDwrDwt/wA+cx+s7U8fDLwoOunsfrO3+NHs2P2sTwBVzVmMZGMivfE+HXhRDxpKH6yOf61KPAXhgDH9kQ/99N/jR7Ni9qj59dcd69d+DwI0nU+OPtC/+g10TfD7ws/XSkH0kcf1rX0nRdP0O1a2063WCJm3kAk5Prk04wad2TKaasaNFJRmtDM0bP8A5BGof9s//Qqz6vWZ/wCJPqX/AGz/AJ1nikuo3sh1FN5paYi1pv8AyE7b/roK3r0/OTWBpv8AyE7b/roK39RKooBzkisqm5tS2MiJt917V0VoOM44rlbSYm8yBkZrrbQZhDdM81BqWscVzXiD/WL7V0mcDmuY8QyYm20gMpeTmum0w7olrmI/u10ejHMQ55pgbJ+7XHa43+n/AIV2Lfc9a43WwVviGBBK55oQEmjt85+tdVGcqK5DSDhm56YrrIOYlPtQA6Toa5fWf+PxD/sf1rqJPuGuW1k5uUP+yf51UNyJ/CUKKbmlrc5xc1oWf/IK1H/dT+dZtaNmf+JVqX+6n86mWxUdyhRmm0UyR2fauU+Idqt54SkibcT5yMiL1kYBtq/icCuqqlq2l2+taXPp92CYZlwSpwRzkEUmroadnc8HfQ4RbPLGXmxIsSohIkd88qqd8D3zx71h38H2W4eAsCyYzjPBwDg57jofevXT8IdJPTU70emVQ4qNvg9pjAj+1bwZ/wBhay5Gb+0ieISdTUlv9/8ACvYz8FdNP/MYvP8Av0lLH8F9OjORrF2f+2S0cjD2kTyuPtUtx/qga9WX4P6eP+YtdH/tmtPb4R6c6BTqt1gf9M1o5GHtInjgNRk/vAK9j/4U9pv/AEFbz/vhKD8HNM3Bv7WvOP8AYSjkYe0ieTw9qtE4U16kvwi01Gz/AGpd/wDfC09vhPpzf8xO7x/uLRyMPaRPEbk/vyPSprc/KK9dk+DGmSSF/wC2LwZ7eWhp8fwc01D/AMhe8P8A2zSjkYe0icR4LGPGOkt/08CvoLNcVpPw20zSdRgvUvLqWSFw6htoGR9K7Pn1rSEWlqZVJJvQdn2opKKogWr2n/8AHrqH/XD+tUKu2B/0XUP+vf8ArSlsVHcdrv8AyGJvov8A6CKzq5jXPi34Nlubq5tdVNwQoMaC2lUyELjHzJgfjWT/AMLa8NpbwM9wXuH+8sMUhSM5H3iyqcfQMeDSUkkhyjJt2O9orgoviX4dX7D9o8Qox2j7SIbCXaW3YP3lyFxgjac59cYMb/EnQijRxeKsM023zZdLY7ECOSwCgZDNsUA4I5J46PnQckj0GiuBm+KWgEzvBq8IRbX91G1pNveb5DzxgAZcdcZXvmkHxM0AXNsB4jUW8f8AridNcvN+8C44wFGz5sjk46A8E50L2bO/orztfihoUlrvfWjBPJNyiWRfyYxvHykqNzHCZB4G449tKP4o+EGgjZ9XKuyKzKbWUFWK5I+6eQcjqaFKLBwkjsqK4/8A4Wh4O/6DH/ktN/8AEUf8LQ8Hf9Bj/wAlpv8A4inzLuLlfY7CiuP/AOFoeDv+gx/5LTf/ABFH/C0PB3/QY/8AJab/AOIo5l3DlfY7CiuP/wCFoeDv+gx/5LTf/EUf8LQ8Hf8AQY/8lpv/AIijmXcOV9jsKK4//haHg7/oMf8AktN/8RR/wtDwd/0GP/Jab/4ijmXcOV9jsKK4/wD4Wh4O/wCgx/5LTf8AxFH/AAtDwd/0GP8AyWm/+Io5l3DlfY7CiuP/AOFoeDv+gx/5LTf/ABFdTaXUN9ZwXds++CeNZY3wRuVhkHB5HBoTTE01ubFn/wAgfUv+2f8AOs6tCz/5A2pf9s//AEKs6kuo3shaKSiqJJYJWt545kALI24Z6VcutXluhgxRr7gms6ik0nuNSa2HQu0Dh0Iz7jNaA1y/VQqyRgD0jFZtFLlQ+eRp/wBu6hjHnL/37FUbm4mvH3Tybj9AKioo5UHO+4o3DoxqeK7uYRiOd0B67eKr0U+VBzPuWDfXZOTdTf8AfZqGVnnYNK7uwGAWYmm0UWQuZj43eEkxuy564q2mr38YwLg491BqjRRyofM+5onW789Zl/74FU5ppLiTfK25sY6YqKiiyFzNi0UlFMQtX7P/AJBeo/7qf+hVn1o2X/IJ1P8A3U/nUy2KjuZ560Uh60VQhaKSigQtFJRQAtFJRQAtFJRQAtFJRQAtFJRQAtFJRQAtFJRQAtFJRQAtX7D/AI9dQ/69/wCtZ9aFh/x6ah/17/1qZbFR3PjSiiiuc6gooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvqvwlZXT+DNCZbaYqdPtyCEOCPLWvlSvt7wJ/yT3w1/wBgq1/9FLVRlYiceYo2trcrpV+ht5QzeXtUocnB7VS+w3n/AD6T/wDfs13Q7UtUp26EezTOE+w3n/PpP/37NH2G8/59J/8Av2a7uinz+QvZI4T7Def8+k//AH7NH2G8/wCfSf8A79mu7opc/kHskcJ9hvP+fSf/AL9mj7Def8+k/wD37Nd3RT5/IPZI4T7Def8APpP/AN+zR9hvP+fSf/v2a7uijn8g9kjhPsN5/wA+k/8A37NH2G8/59J/+/Zru6KOfyD2SOE+w3n/AD6T/wDfs0fYbz/n0n/79mu7oo5/IPZI4T7Def8APpP/AN+zR9hvP+fSf/v2a7uijn8g9kjhPsN5/wA+k/8A37NH2G8/59J/+/Zru6KOfyD2SOE+w3n/AD6T/wDfs0fYbz/n0n/79mu7oo5/IPZI4T7Def8APpP/AN+zV2ztblNMv0a3lDOqbQUILc9q66j0pOd+g1TSOE+w3n/PpP8A9+zR9gvP+fSf/v2a7uijn8hey8zhPsN5/wA+k/8A37NH2G8/59J/+/Zru6KfP5B7JHCfYbz/AJ9J/wDv2aPsN5/z6T/9+zXd0Uc/kHskcJ9hvP8An0n/AO/Zo+w3n/PpP/37Nd3RRz+QeyRwn2G8/wCfSf8A79mj7Def8+k//fs13dFHP5B7JHCfYbz/AJ9J/wDv2aPsN5/z6T/9+zXd0Uc/kHskcJ9hvP8An0n/AO/Zo+w3n/PpP/37Nd3RRz+QeyRwn2G8/wCfSf8A79mj7Def8+k//fs13dFHP5B7JHCfYbz/AJ9J/wDv2aPsN5/z6T/9+zXd0Uc/kHskcJ9hvP8An0n/AO/Zo+w3n/PpP/37Nd3RRz+QeyRwn2C8/wCfSf8A79mrdpbzw2moGWGSMG34LqRnmuvqlq3/ACCLr/rmaTnfSw1BJn//2Q==", "path": "000118.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.
000119
Men Tshirts
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FxFNj+44P8qkIH518y6Jr97puuTX+nTvEqHbjOVb8K9b0T4qaVdwBNVBs7hRgsBlXoA78AdD+FKepqjp2r6bq0Xm2F3FcIOuxs4+tXf1x2oAUdOfumgHjgil9P6UhxnHrQAcnt+VH50dR1FLx3zQAgIznJFHTJyc0px74pOc/40AKvzAjjPWjI/GikHBzng9qAFxznPNHU4NJyDzSnBxigAP8qOuBkA+1G4/U/SjOevWgA3e556igdAcCgZyBRwOeM5oAOPT9aMccetGemPWlAA6+tAB17YIpM4/iNBXjnGB3oAOMAigBeuDwaMkZwaTDAjIxSnofT0oATHy+1IvPTrSk9OtGMmgBMnHIpc47Z9aAcrg/nRwOnNACE9MY+lKMFcYx9TS9V6Cm4GRQAZIGD26Ubh3yRSjhsc4NHRqAEI754o4HoQaMDJxSHkAjr6UALnjoaB34pCwB9DilzwCCPrQAvGP50nv2oGcHvRyaADINKPrRwDzjpSduooAD8pznIo+716dqMjBP8xSnGcYPSgBucZHNAJIwD0p3OK5jxF470Pw4ri4ufOuR0ghIZs+/pQB0uCFzxx61ynif4haH4bjeJ5hc3gHFvEcke5PavJ/EXxR13XC8Fq4sLN+NsJ+Zh7tXF+WXJaQlmzn5jk0AdP4j+IWu+JGeNpjaWbdIIW6j3PeuahUKue9KFwMUp4FADGkaKeOVc5U1du7u4uD8ztgjpVOVQ8RHeot7SwghjlOKAE8oi8hmLY2sOauXiAXbgHIJ3A1SE0irjCsMd6t3EmbaCTbzt2tigCMblbcjFT2IODWpZ+Jtb0/BttTukA7byR+tY/npxwa2vCsFpf8AiO1trmPzIpCRsPc4JFCEai/ErxWgA/tQsF9Y1P8ASpk+KPixPvXsZz3MQrvJfCul2l1Gv9nxLB5O/PlbizelWbeDSBZyuui2bOseFUoCd3uKvkLirpnAJ8VfFSdZ4HHqYh/SpD8W/E6jk2vXr5demafp+lz2sJl0eyWYEo6iIcn1FW4dF0i+0i4Y6VbRXEMn3hB1AP0qbA1ZHkE3xV8VSrsW5ijYn+GIVg3/AMQPF07Mj61cAnsmF/kKd4qtEsvFGo2ykbFnO1e2OornWbM7Y6UiRl3rmsXTZutSvJf96Zj/AFpNJO7UVdiSVUsSamMatHgpmnWkQgjupFHKx4z6UAVU1W5hmkO8urMcg1LJqAkjJUkMR0rLPXmp7KDz7hV7Dk0AdBpkXkWS7up+akmkMjhB93PIqdiIowoPQVVi5csR9KAL1rfXOmzLPZ3ElvN/fjODXo/hr4tywokGuxGSMcfaI1+Yf7w/wryq4k2uopzE7QMcYoA+pdN1Sx1e1Fzp91HPDjJKtyvsfT8au/Xg9xXyrY6jeaZOs9ldS28q9GjbBr0Xw/8AF67t9kOtQfaIgcefEAGH4d6APZcZ6UuRjvkfrWTo3iLStfh36deJKQMtGTh1/D/I961hn8QcYPFABnnvSHp64NLjnn8qQ8cHOfegBR3NBwPT86MDPU89cUZHQ5x2OaAEwQPWlz6jmjB9s0emcUAIcE9aCD2pxHfP5UnHbPTrQAZyaMFeig0AZH0pM8dx6UAKSCOTgigDn5TnPPNHU46Z70YHrxQAZweR+NIRgAkUuSRjFGcAZoAXn+En6GjkmkABPBoIxnk/hQAdaOAOQMetKB1zgUgxQAYHXnHqKOSME/lR+P4Uc+n5UAHA70EY+lJ1o/GgBQMcZNBH+TQo3ccZ60YPHPNACcZ64J6UDvxS46/LxSH8/wClACkZwc5FIOnOKNvp0o79cUAKOR1zSHrnnNLnFGQeKAEPXH9KAcdMUp7dRUNzcw2lvJcXEgjijUlnboKAJQCQcAnPaub8SeOND8NRsLq7D3AGVgiO5j9fSvMfGnxbutQeSw0Em3tvutcfxv8AT0rzUeZcSGSZmkc8lnOST9aAO48S/FLXNeVobPNhaN1WL77D3auKVGZi0jF3JySTk1IsY64FSYwKAGgCloooAMUhGRS0UAMHoahX9zKf7rHmp2yORUT8jJFADJFKNkDKk5BqzEA+nzDnMbbgPaoIzx5b9OxqxZrtumibpIpH1oAqKOO1XNLv30vU4L2MAvC24A96p42nb3GRRQB6LL8XtbeLyltrRf8AgOaxYvHOoxTtMLe03MST+761yo5pafMwO2j+JOrRFWS1sww6Hy6nn+LXiSa2eBDaxK4w2yIA/niuDHSlyaV7gTX97Pf3ct3cvvmk5ZgO9UIQDye5p8pxGfXNMhBCj1oAnZtq/SmO3l6NPJn/AFrhR9KiuJQFxnnvTr/91pNlD3OXNAGTyTxW5plqIot7feas+xtzJJvYfKOa2d3AA9KAHSvk46k8UKu0AUxQeSaXOaAI5fnkGeacxOR6Un8dBoASlz1z3ppNNNAFu1ubiznSa1neKVDlXRsEGvS/DPxantvLttejM0QO0XEa/Mv1HcV5UrEGpxg/ligD6m03VLLWLUXNhcx3ELDhkPT6+lW8nGGOa+XtJ1jUNDvFubC5eFw2SAflYe4717f4K8e23iiP7LcbYNQQbivQP7igDswu3qaDjABooOGGO9ACEDJzml6Lnr+NJgkD60E5BHFAC5Hv/jRkjtxSDII6UvODyMdhQAg+h/Clzz6Z7mkyfT9aCAwz+vpQAHnH1zilx1OKTnHNKDgf0oAD1o6dBSE8Z5HNKTxx0zQAZ6kYPtQBx6GkHXngetLz0xQAoI5zz+FJjnjketAJGOe9J3oAdx3GaTP4UbcdD+VHXvz6UAB7YxmjOc4FA+bgDmjJB5oAbzjPNOP6fyoIyOKT5iOeKAFAyOtJ+OKX15/KjPcUANA+XqSKXIAwc/jSc85H407B45zQAmASOaX16E+1IQScYoA7Dg96AF3HIGevtXhXxb8ZSX+ptoNlKy2tuf35U/ff0/CvXPFOsroHhm+1BjzHGQgPdj0r5UeaS5mkuJm3yyMXdjzkmgCaKIZ46VaRQpqG3O6MEdqsd6AAnFGaQmjNAC9qSkzRmgBTQKbmlBoAXPNNYYH1p1JQBCRzzyKHlMDRy5yFcU9l44OKr3C5hYdCORQBbvICLiQqeGO7H1qr04PWrUsnmRW8wP3o8E+uKaCGHKj60AQCjNTeUh5BxSGH0NADBSZqTyn9KTyWoArXByqjuTSghT9BUhtXd1OelONoecmgDLmYzTbQOScVoarEXukTOFiQLihbNft9uq92BJq1dbZbqViM5agCrbqdoUDCirSj1pFG0U8kYoAXPGKSkPSkoADTTmnmmGgBuKDQelJmgBuTUiNjqajJpTwM0AXEI254wO1W7Sea1njurdjHNGwZWBwayfMO+OMdSa1QQdqjkigD6B8F+KI/E2kLI5AvIvlnTv8A73410eehr578Ha63h/xJDcsT5L/JMPVT0P4V9BqyvGsiEMjAMpB6g96AFzjJGeO1BGeeOnFKc9z7GkKkj5RkdKAFweO1IBgjoQaQAcg5+hpVUdccGgA5HUCjgfNnGO1HUfKDntQeeooAXHI44pCSOg+ho5HQ9Oxpc+v5UAAOec0Y4wATQB7frQcevPpQAnODxS7sjng0EnrzSc4PBwRmgBcDoTj3oxxjdz/Ojt0oPYj/APVQAZPHrQSTznmjIzz1pTnPP50ANPPX+dLjjjn2o/KgjBPPbtQAuDtGDik3E8HGPWkx3pT6447igAydwGOKTsOB+dLnijGDxxQAgPGDyKM/L2BFGcZ6UvUHjNACY/xzQexyOaMAHpxRwBk8Dv8ASgDyj45aqbfRbDTFbDXMhdx6qteI42QO3txXWfFbxB/bvi4yRMTa248mM9jjqa5CZv8ARKALWmSboSDVwjBNZulHJK1psO9ADcUYp3akoAQrkcUbeKWigBMUYoFBoAXFGKBRQAcelNZQ4Kn0p1N96AI7Ul9MKE8wvj8KbtwflJFOs+Li6g/vjctPBIABoAZuk9qcHI6p+NKVHpRgUAKJP9k0eYPSkpccUALv/Cm7zS4HpRkAcUAJbfNqTOeRHHz7GlzntSWQxBdS/wB59opw6UAJRS4pMUAGaKWkoAQ8U2nYzTaAEPSk4pTTaAA0jn5aWopmwKAJLMF7xT2AqW2lb7c6hsgUlgu3LnsDUNm2JZpicAUAagnD3Kx55I5r3X4a6/8A2r4f+wyyA3Nmdp3Hqh6GvnrS3NzqDy9gOK7XwTrjaH4tikZttvLiOUdiCaAPoQEEZ7elLgkZB4P6Ug5PGCT0I6H0oGRxnH40AKowACSR2NIAoORkijoTjijB6jvwaADoMH880FlU5OSD6Dn60m3BxjmlOcYI560ABHUA5HUEClzn7wJOKQEHkr060uOchRn60AIOfSjHzd6ASDyhH1pSDnPJFAAM47/jQenQj2FA5OcfgaOmcA0AGDj2oPelGRjOKP60ABB444pvHTmlGRj0pTgcjpQA3HtSjjjnmj6jik68jNACkc9KTjbyBnFHXoeRSjAGCKAE/gpcEEHpRwGHpik70ALz9aTuDilBJz60c5Pce9ACcniuX+IGvHw/4Rup0bFxNiGPnuep/KupGfbmvD/jHrQvtZt9JR8paLufHdz2oA8s1MFoVcjkHmqjPvtDWhffNAyOMN1FZSt+5K0AWtKOJTWy3NYemtic1tg5FACUlLRQAgoOKQjFFAB9KM0UEZoAXNJQBijFABR0NJSjmgCEN5WoW8o6E7Tn3qaRdkrqex4qC8XEDMOqkMKsSOJNko6MoNACUhFANLQAmKUcUUUABpsjBY2PoM07mobkkRbR1c7aAJYBs0yBDncxLmlqW5AWRU/uqBUXagApabg0UALTc0+m96AEpCacRSEUAJTTSkYpjUAFVrhqn7VVlzuAzQBp2422Tt6LWM8/lwlB1Na8rCLSZDn+HFc+Mu4FAHQaDEViZsdat3P7uRZBwc1Fpfy27Yp9ycxDNAH0R4F1lda8KWkruDLEPKk46Ed/yrpD06e+MV4t8HdZaDVp9Ldh5d0uUU/3h/8AWr2kLwf55oAD1zxS9eR1HrSNgEk96MkHrxQAdc5zjtikA2jA/Olxg/e2/wBaMk4z3FAC9cZHbrSUhyP/AK1Kc9Tg0ABA4HP50Y470ego5HAxj3oAUYB7Yx+IpDgjGTnHrScHg4GaD7daAH8HPTpQeD7UD2wR1o6j3oATBHI60vPfrQMkUnODQAvQnIpPejBxnIP40vboRigA6jqOKQkcZ5zRgZz+lGPSgAI+YDj2pep5PNNzg88DtTgMtQA3APUc0ZAHPWlPWlGMc/pQBU1K+i0zS7m+lI8qGMuc+3QfnXyzeX8mp6ncX0zEtcSFyT7nNewfGXX/ALJosGjQyYluz5koB5CDt+deLQjL0AGoqPsxbvisFTgV0Gof8ejVzvegC1YnE9bqnKisC0OJxW+n3KAA9aKTvTutADTSUp6U3NAC9xR3pKKAFopAaM0AOozSZzRQA2Qb0II6im2xDaemfvIxU1JnHIqK1BEl1D/wMUASUYpM8D6UooAKWjNFABnn2qMDzdQt4z2O/wDAVICKba/Nfzyn/lnHtWgCSRvMmd/Vjim4zTRwq/SnDrQAo6UUdqBQAGm470poPSgBpJzQc4opCaAENRseacajY80AKelVX/1oqwxwKr9ZRQBd1E7NKAHcisNG2vn8K2NYbFlCvqc1iry4+tAHT2ClLUe9PuuI6WHi3QD2pt4fkxQBZ8O38mm6rBdRMQ8Th/1r6esrpb+zgu48GG4jDD2Jr5PsWC3AJ9a+gPhjqv27QpLJ3zJauNo/2T0/qKAO3IwMjml5Ye4ppOVPIHt6UowcOAT60AAYkY9O1JgAEHPXIoYIJGyp+tA4Pyt7g4zQAp5Bx0NA+mT3o3Bj0wc9e1HI9cUAH15o9flwcUYOCCOlHHTn1oAMe2KD82fWkPynnBFKTk8ccUAKRznoc0HHX+tL1+tHGDxQAZ49qUH0FITjmjqM84oAOp5XpSdT3pcEc80o96AE5Boz7fjQcAY9KQgEA849KAF+oB/GgD0ApMeg5peD9PyoAacg89KRyqRszMAoGSTxTjx+PvXGfE7XhofhC4RGInu/3Mfrg/eI/CgDxDxprreIvFd3fbi0QfZF/ug8Vkwnmq4XB561ZjGCKAFvebVq5w8GunuBut2HtXMuPmNAE1r/AK9a34/uVgWp/frW9GfloAXqad2pg+9Uh6UAN7UzvT+1Rk80AL70lB6UgoAXNLmkooAUUtJ0paACo1by9RhPQONp96kqtdnYiSd0YHNAFhhtZlxjBIoqScjz8/31DVGaACiiigBRjFRWRItJpP8AnpJgfhSztsgdvQU6JfLsYI+5G/8AOgBw9KWkpOlADqUenemg5OME/Su48IfDm88W6ZLe213FCI5NhEg5oA4gdaRuvWvU/wDhSOreZj+07X8jTZvghrC/8xK1P4GpuB5YOaQivSP+FMa4sgAvrRs/UUS/BjxErY86zP8AwM/4UcwHmbcCoScvXpMnwe8RBT++s/8Avs/4Vxmt+Gb/AMOXSw3zRFmzjY2c4pqSAyn6VCv+tFTuDUKDNwopgSa0f3MC+1ZUXMy/WtXXeHgX/ZrMtV3XCD3oA6mMfu0HtVe8bNTp/CM9BVa760AQW3yyg16P8PdZGmeI7Ys22OdTDJz1z0/XFecRcMK3LGRlCuhw6sGU+hFAH1Bkj1wfamj7+AxGRzWb4d1IaxoFpeB8yMg3/wC90NaZf5kYDkDqaAHFsnruOaY3AOAMjtTmwJMYwD70EnAVsHkjPpQAhOfmUcEc+1JjHBGCehx1pwXemVGMjJpMEgjOV79iPoaAFxkcnn3FIeOhFCvJtZHYkdQe9GD7fjQAfMRwwBFBDex49aXrgdD9KbyMg5FADwD260A5xgijtz0pQBjrQA3gc5+opT39aAw78g0cZxjjFAAc4FJ2peQMUdyetAABnrzQAMcmjPGaMY6mgBOhIzwfejB65BHel7ZzkUZyMcmgBM5r58+Lev8A9reLfsUL7rewAjHOQXP3q9s8Ua1FoHhy81Njhoo/kzxlu3618rSTSXM0lzK5aSVzISe5PNACDtVmM1AAO3QVKh5oAstyh+lc1KMSsPeulXlTXPXi7blxQAlt/rhW9GflrAt+J1rehxtoAeBzUmOKYOtP7UANxxUR4NTHpULfeoAXHFJ0pQeKaaADOaKTFAwKAFp6njpTAacpoAdUNyu+B1x1FTU1h8pHXigBEk8yyt5D1xsP4UpFQ2RzZSIf+Wb5qbPFABRSZozigCG6+dY4s/fYCrUuPMCjgIu2q0X73UkU9I13VKWy7n1OaAFoNJmjPNAC19A/A4f8Uvek9PtFfPhPNfQvwTYJ4OvGx0nzSYHorjEmR61HIxcZGeOtQ2t9HqFoZ41YKGKkZ9K5rw34zj8R67qelC0MTWJ+/n73OKzYG8SVnQ+9XbskOSfSua8Va5H4c0qXU5YjIsRBKg8nmtbTNUj13RLTU44/LSdN209RSsAlycYPOCK8B+KTbtatj6K2Pzr2a28SaZq093Y2kxa4tMiRfTFeJ/Eps6va+6N/MULcDhpCRUcAzciny5zSWgzMK2AZrp/0qMf7FUrEZulqzrZzegeiAVDpy5uR7UAdCo+b8KqXBy1WuzH2qi5y9ACIMNmtWzc7B7Vm4q7aE4AoA9c+FWsHzLrSJWGD+8hBP5ivTRtYEcgg9/8AGvnbw/qjaPrlreq3COA49j1r6IilSaOOWIhkkGVPsRQA59wBzhgDkEDtTmK5BIPJyCBTTuCjb93P5UIQMYIK880ACkkZzwfTrSEg5IOxx6807KoDyTgA4NOLHdgrweKAGbiR8xGccY709WDRggj0NJkkFWPzdqZC7Kjo+MZyGHegBcKemRSkH1OPrR/Kkxkc4zQA88jnnPWjGCaB1yCetGfWgA5yOecdKQHPUClPfPI9aXgjpQAhBIFJkLSgrx7UZ44zQAZoIweB+NHHbijnrnNAByBzQeuQcEHpQM4IIBqtf3sWm2E95PhY4ELlifQUAePfG7xCJJrTQYX+7++nA/8AHRXkqnirWt6pJreuXeozMS08hYey9hVVRQBIOlSpUI4qRKALSHisTUk23R962YzWXqy/vFagClAP3ymt6LG0GsGH/XCtyIfIKAJ6f2qICpAeKACoX61LmopOtACA8UlAPFFACE4pM0HmkoAUGpBUYqQdKAHCloAoxQBWtflvbiPs4yBUoxioQfK1WBj0bKmpnXbIy56E0ALSE8UVFO+yBznnHFABacrcz9ywUVKBjFJAnl2USdM/MfrTu9ABSGl70hoATFfQfwVYHwhfjAbE3Q9+K+fF5JFe/wDwU48MaiM/8tR/KkwO40UxHTpBEiqolYYUd680+GmR8R/FC5z8x6/7xr0vQPm0yUpxmZq8q8IXsHh/4p67BqUgg+1NmMvxnmoA6X4ojPgrUF9lP61r+AMv8PdKOeRHgmud+KWq2MfhO6hFzE7zABAjAk81c+GviHT5vA8Fs9zFHNaAh1ZgDQBy3gl9nj3xQB02sa434jNnVrQd/Lb+ddT4JnWfxX4nvITuiYMA46HmuQ+ITFtetx6Qn+dJbgcjL1p1kP31NkqWxGZa0Aoayc37+wxSaSM3NN1Y51CT2qXRx++Y+1MDZZgEY1RB3Nmp7ptkX1NQxDPNAEpGVqe3JGKjxxT4+DQBeRvmyDhsYzXuXw61c6n4bS3Zsy2h2H129q8IR8kV3Hw71n+y/EUcMj4huvkPse1AHt3IyQcLnpRnkgg++KTDZz17HNIUUOGBw46HGaAHEg54zSFSw57c07qcrj3GKQMctQAEAjpz1pMd+gpV5XI696MY6UAC9+Mg8Hmk27QQOlLkE4xg0cjOKAHDp70fLu65oPXORigDI69qAEweO4pelGDj6UnHp1oAXGOoo5znoaOuRmk7CgBRkHmkOME+9KeO9J6gHnPegBe/1ryj41+I2tNLg0OB8SXJ8ybB5CD/ABr1O4uEtreSedlEUSlmJ7Ada+U/F2uyeJPE97qLk7HfbEPRAeBQBioMYqcGo1FSqOKAF96kQ80wjinLxigCxHVLVVzEpx0NXF9utQ3677ZvagDFhOJRW7EcqKwYv9YtbsHKCgCcU7FNFPoATFMcVJ2qN+9AEdFA6UlACGm5pzVGaAH5qQHioBUy80ASil5xSDpSnpQBRvvl8uUdUYGrk5BkD9mUMKr3oBtm46VJG4ksbeT2waAFzVS6+d4ox3YVZB4qCBRLqmT0jG6gC7KQXAH3VXApgNJnLFvUk0A0AL3ppopMmgByfer6A+B/OhaiCMjzVGPwr5/XqK9++Cb7PDupuP4ZAf0pMD09YIbeEpFGFXJOB61x3izwLpPijE1wpiuk4WaPrXQ6TqEt7pbXM+0spb7vTArB0zxzoWtXElvDdrFcoxQxSfKSelZsDibX4QWEF4s15qdxdRxnIjYVo6r8HtO1JGutMvJLDdjci9DXcSDg45zzWlZkiAKe46UrsDgLLwraeEPDsttbO0skhzJKw5NeO/EI48QQf9ca9+8Sti0Yepr5/wDiGf8AioYf+uFEdwOWkqfT/wDW/Wq5PGasaf8A6wVqgMrVOdQl+tWdGHzOap6gc38x/wBqr2jD5XNMC5e/cWmQnIFPuwTGvtUNuTnFAFqlTk01xgU2J+cUAW1q5DI0TJIrEMpBGKooeatxt07e9AH0V4a1WPW9Atr0Eb2XDgHow4P+Na27+E/hmvJ/hVrJivp9Imb5Zx5kQ/2h2/EV6vgEDg4NACEEPkjOeKdj5uSQRxmkOT36dqXILCgBqnDEAgn0x1pQTtypC+xpeMnGRzxijOOq9aAAknGSPyoOD0xSsoIyBTCMfT60ASdB+HQ0hH0pf1pMg9PzoAXv3/OkyQOmRQG9aXJzzz9KADPXtSY4696UYzwc/Wk57rkUAKPQikP0yKARjIFNeVYonlkYKiKSx9AOSaAPOfjB4nXS/Do0eF83N/w2Dysff86+flGTW94z12TxH4pvL9mzHuKQjsqg8YrDQUAPUVItMp4oAdQDzSjpSY5oAlVhmkuBm3ce1MBwafLzA30oAwkOJBW1bH5RWIPvj61tW33RQBbFPFMFOFAC9qjepBUbnrQBF1oxSc5oNACN0qM5p56UxjQAgNTpVfPNToaAJhTj0poNOzQBFMu6Fh7VDpx3WUqHkxtVljkEVU0wFby4hzgMDwaAHk4VqZp2Sk8x6ngGpZrW5aE7Iic9DT0t5LSziikQo55KnrRcBoJpaAc0UAGDSd6cDSGgBU5Ne+/BQkeG9UxgESDr9K8Cj6ivffgwP+KY1X/f/pSYHd+HFf8AsJFnKHMj5Ccg81xfif4WaVqkrXens1jecnch4JrtPDuDocZAAG9uB9auT/dzj86zYHiMPiHxV4CnFnrkL3+n5wJQMkD2NepeHfFuj+I7RTp9yu/HMTn5gaffxwSQulysfkkcrIOP1rx/xpp/hfSJftugau0Gor8xhgbgmhK4HqfinIhAPBz0NeBfEP8A5GKIf9MK7Twx401fxDA1nqMRkSFMrPt61xPxDOPEUI7eRSW4HKn7tW7D/WCqp6CrthjzK2Awr3m9lP8AtGtHRvuNWbeH/TJf941o6P8AcagC9cn93VSA/PV2cfujVGPhxQBck+7UUZw9StylV1OHoAvR1YjPOKqxtU6E5zQBp6dey6dqFveQOVkhcOCK+itMvodS06C8iYBJow4HYE9R+ea+aFbn8fzr1r4VayJ7CfR5W+aE+ZECf4T1A/EfrQB6P06j6Ed6QYb2xQAcDBH5dKXGeCD+dACZyCOjUhDcEPhhSkn249qUHPOKAE6jPGfrSnOMEHpQMkU1h0ySKAHgjkjP5UHGelLnA60cHpQAmfoc0Y54AAoAOcUuOetACYIIG0fWl3Hu2KTpnB/A0Z46Ag0AKM8cda5b4ialNpXgbUZ7c4kZfKyOuG4P6V1HQdaoazpNvruk3Om3Y/dTLtJHUH1FAHyKoznJ/E1Kq4FdN4r8Cat4Tu2MsZltCf3dwg+Uj39DXM8gc0AOA5qQCo1OcVKKAFoNIKcKAIiadI2IW+lNcUyRv3LZ9KAMoffH1ratz8orF6P+NbNt9wUAXFp4qNafmgBw61G4HOKeOtMbvQBDjmkPWlJ5pDQAhNRtT6Y1ADKmQjFQVLHQBZXGKfUa0/tQAyUlU+XJY9AKsWGlqsRuZ8mRxxVeKVotVt3TkrkgHpWk1/50av8AZJA24naen1FRJjQ7T7CS71iOJThdmdueN/pWxf6Ut6ZbaRDHqFuBu+lV7Bc2cl3FEyzRHcYQeT7/AEqfVddm1O9jum06SOfyghVTt3Ad6hSdymjk3jeKQpICGHWk71b1Ysb1SU2/uwcehqmK2IFpDS0GgBY+or374LknwzqoChjv4B78V4FH1Fe9/BgFvDGrBepfj8qlgd7oqvZaEpmjCEbnIU54rzHW/i7c3NzLZ6BprSSA7S7KSc9OlekWu+LwswmUh1ikJOPrivOPgzFFLPrcrRo7iT5Wdfc1NgOeHhrxx4pfztXvzY25OSsjFQB9BWxo3hj4eaVcJHqGrR3l3nne3y5rT+K+q3Gn+H/s9tIUkupBHuzyBntRo3wm0KXw3bvfJI93NHuaXd0JoQG1rEVjFp8f9nxwrbkYUxYwRXh3xGG3xBAfWCuq0CS60XxBqXhie4aaCEFotxzgVy3xI/5D9t/1wqVuByv8Iq7YffzVH+Cr1iOfpWwGBd/8fcv+8a0tH+6azbr/AI+pP941paScKaANOVcxms9eHrQkP7s1nA/vMUAXAfkqvjD1Kp7VG4w1AE0b81aQ5FUI2wauRnpQBYHFa3hvWX0TXbW+B+RHxIB3U8EVj8kZFITlTtJyPSgD6kjkSaFJo23I6gqfUdjTsYbk8iuX+Hl+2oeDrXzdxaEtECe4HT9MV1OPwx6igBM5JGcGlxwPUUEE9+3SkGAM4OaAA4zyDmgnjk8dKMgjINGRgdKAHDrjij69fWl/j7UhH0oAUjnOfrRx3A/Cjrg0mOeRQAo9gPxpDkdRRgj/AOvQAe/TsaADnn26ilHWkx3JOCOaD2IoAZcQw3ULwTxLNC4w0cgyDXk3jP4SJIHvvDqBTyXtWPB91J7163tAODz6YpQMAYz+dAHyHcWs1ncPBcRPFKnDI4wRSZzxX0t4s8DaX4rtyZ0EN4B+7uUHI9j6ivBfEfhXU/DV8YL6DEZz5c6D5GH1oAw8EU5fWkyVPAz7UobOe3tQBHJxmqszYiNXWXcDWdcnC4oAp1r2pOxayK1rQjatAF9Kf3qNTTxQA8VG9PFMfrQBARzS9aGpKAEbiomNSk8VE9AEWTmpo+1Vz1qeMmgC0tSDGKhU5qYdKAIy3kXCXIQN5Q5T1FbeY762WaxkUS8kAnjp0xWRj5TkZNUFeewu2lhUiPuM8GpYJnc6Rq9sllJazowuXgIWRR82PSqlxM7s13esFYKAm081zcGoSrdW9yMB5TgE9qnv7mSe7cPjAOMe9Ty6lczG3dy15cGVgAcY69ag7UClrQkSlpKXtQA5PvCve/gwQvhnVic439uO1eCx/eFe9/Btd/hjVk2k7nxgdTxSYHbWSm68LHazHzI3CgnOeorzT4O3MNpqWtadMwScvlQxwTjNenW0Umm+FgsSEywwsyo3OTyQOK+cte1DUJ9Zl1ZNMn0ycE5aNGA/OpA7f4xyh59Jtgf3jTg7e/X0r1iyULo1sp5/crj8q+YdK1+NvEkOpeIJLm9WHlADz+test8bdF+zqo0+6XovUUrAcrdDHxb1LIODFw2OK5b4kf8AIftv+uI/nXoP/CcaJ4k1Mw2lk8VyV5d1GTXnvxJ/5GC3/wCuFStwOV7Cr9iDlvpWfGcrzWjYnAb6E1sBz11/x8yf7xrT0rGysy65uZMetamnDEWaANCQ/uzWevzSE1fkx5JNU4Bkk0ASA4IBpZBiopjskU9qezEjigCIsFcE1fhbIBxgVmSHYctz7+ldH4b8P6l4glSKxt2f++5HyqPrQBWDZGAetdF4d8Dav4hkUxwmGzJ+a4kGMfTua9N8N/DPS9JCT3wW9uepDj92v0Xv+NduFCKFTCoBgALwPbFAFDQ9GttB0qGwtwSseSWPVyeprQySP50Bjjnr9KO+RmgAGcYJoA9e3TmkOSDlcUuBjOARQAmcnkCgj2GKXk8UnIBHbv70AP6jBGBRQCcjPWlHI64NACelKTjt+NJnnOaU7h2FACDnOOtCk560o656UnIJNACdDzS/7p/ClByeozikIFAB2wTg/Sg/XrQduByaOQOelACdM8VXvbC11S2a3vII54WGCkgyP/rVYGCeho5/+tigDxbxj8JZrQNf+HwZYhktbHlh/u+teYyRPG7RTRuki9VYYIP0r63z6Ag5+n41zfiTwLpHiVS88Ahuh924j4bPv60AfMm5lPUY+tZ962W4ruvF3gLWPDFwJmjNxZZ/10QyB9R2rg7wgyZFAFfBrVtPurTvDugXviXWIdOsoy0jn5m7KvcmtnxHoy+H/EU+mK24QhOfUlQT/OgCktSCoxTxQA+mOOaeO1NagCFulNFOamigBDUT1K1Qv0oAgPWpozUDdakjPSgC6nSpVqBc4FTrg96AHdetVb5tts4zVrbnvVO+UyLHEv3nOMUMCJxsOnxjsATV26/4+5Og5zVu+8O30V7poOwiVBsIPT60uv6XcaTqjW90F3lQwKng1KauOxnClpq8041QgpaSloAdF96vefg9k+EtX2/eL8c47V4PEBmve/g6Wj8H6qynB3cHGecUmB3ulORoduZGO7ad5z0x715Bq17qXxF8VSaHpreTpts2JZFHX3r1fEjeEnCkmQwvg4xzg1wnwSjiWx1eRhi6+0FXz1xzUATJ8K/DVlbrHNbNcuPvyOxGTWV4h+EdnFZi/wBDkeK6jG9YZPmVvavTtQXLrgdxRKx2AEcClcDyPQdTtNX0+QSWMFtqdp+7nVE25964T4kj/ioLf/rhzXWSL9i+Kuqwwr+7khLPjoDXJ/En/kYIP+uH9aS3A5SLpXWeBNLh1nxPaWNxzHKWLfQDNclCRXZfDuTyfG+mOOMyFfzBrYDmfGWgS+HPFd7p0g4R8xn+8p5BqCyOI8V7R8afCZ1DTodfgTMtqAkwHUx9j+FeIQTbMjtQBplg1ueaihB28EU2JlCdcg1c0/TdQ1S4WCxtpZ3JwFRcgfU0AZ12cr6mp9Ps77Vitpp9rJNMf4UXJ/8ArCvUvD3wcmnMdzr9z5KE8wRHLH2Jr1LSPD+laBaiDTLOOFVXAYL8xPuetAHlXhb4MvJ5d14im2JkH7LEefxNev6dp1npdqtrYwRwwgYCoMZ+tWd2Of50uFBx2b9DQAmRgbjRypx1B70pAI54NNycY6ntg0AKMlsUuRyMk54+hpvBwN2Md6CeA3cHk0ALnKjcCD6ikK/KcHNOCkk89aaOpGeKAHcY65pCMjI6fWjAB45HvQCOnb3oAcDjHFB4NAGDQcn2oAM0H3xn1oz9OtLjPXmgBNvHajBIHFGOOooyOmeaAFx/nFNwc4zSg8e1HWgAXcBgjNLkEe9JtwSDwR1zR3HpQAc56frRz6HP1oPUc0DgkUAGfT9aD7/pS54/pRnFADXjSaNkkjV0PBVhnNcNrPwl8LaxO0/2eS1kY5YwtgE/Su6PBJ70fh1oA57wv4N0fwhbummwt5j43zPyxHpXiHxMUp8RNRB7hCP++RX0gTgHgkV87/FdQvxDuyP4ooz/AOO0AcgD7VIOaYtPANADh1FNYdacKa3tQBEwqMHk080zvQAE8VE/SpDUT9KAKzHmpIzyKjanR0AXkOQKnUVBH0FTigB2ap3ZMV5by/whhmroFVdRXMAb+6RQ9gOwvZHkvdHjHOYywrB8R3DXGsSbmLFBtJNa6yGS40J2YFvJboa5zUJPM1C4fHVyM1hFe8aN2RAOKceaaPWlzW5mA606m55pRQA+PrXvvwgDv4K1QRZ3lztx1zivAk619EfBHH/CJ3Rx/wAvFJgdpYQypo9tHc7jIqkNvry29gv/AIbeLZ9WtYJJtGvTmVUGdnqa9juPujJ71TkiimjMcqK6Hgq4yDWb0Aw7HX9O8Sad9t02benG4HqG9Kx/EXjTT/DloxvH33eP3UK8l66KHSdP0mCWKwtlgWRyzqves59B0zVNSW6vbWOWaAfu2YZx+FSwPNPD+m3rte+I9TUpc3/+rQ9VWuJ+JJ/4qCD/AK4V7Z4kIV9oGABgY4ArxD4jnPiOMdMQiiL1A5aEjNdf4DP/ABWmlY4Hnj+tcdF1rr/AvHjDSiCQftC9K2QH0nc20N3azWtwitFKpV1J6g8GvDdY+CWrDVG/sq6t5LFmypkfayj0I717wTycdDTcgAEZz9KYHlvh74MWNkVl1i8N2wPEUQ2p9Ce9ek6fpun6VCILG0it4+mEGD+fWrIbndnGetL6g8jsaAE2qRyCD2Pag5Ddee/FKD2PTtRz9OOtAC574BpuBjjHPrQM/NxyOtKD8pye3FACDPdT1pSAe3PagAkcDP40nzBenIPagA3A8MAG9KA21vujHoaXhgM+tNKjOV/KgBxAJVhxz24puD6Uu0djRjHU8UAAI6c5oII53Uo5BI7U3IHByKAHj71LyPSjODxzQfUZoAQ89ulLxjpz7cUdT8tJ1/xoAORj1pOOevHtR823gc5pSWYbskfSgAGcZxkHikZcg8YP0peDyM9aMnOeaAAH1Pt0p3UnB4+tN4z0NBAzxnNAB06jIo6d6Td6jn1peT3B70AJk5pcbs89aX8OSKaBQAuOtHvijAzyaXOO/FADcA9OtfP3xbTb46Zj3gj/AJV9BnqCD3rwD4v/API7dP8Al2joA4dakFRr/jT6AHgYph708dKjbrQBEe9MpzdabQAHpUT1LUUlAFR+tLGeaHpE60AX4zxVhTxVaLpVlelADwaiuhutZAfTNSgU2WNZIyhzg0gNexs7y4g0m4W3kZFicAgHnisGXPmsCMHJyPerMU08KrHHcyqqDCLngVWY5JPrzzUxjbUbdxoPNOpKXtViClzxSUGgB6GvSvAvxH/4RDRZbIWH2gvLu3b8V5qnSrceAo5oA9dn+OUuONFX8ZKqn45T9tGTP/XWvLJhkVVbg1NgPVpPjjcNw+ixge0gFOtfjZCuWbR2De0orx6ZsdakNvLHbxynBSToB1o5UB6Jq3xatr2Uk6XKvPaQVwvijWodd1ZbuBGRdgXBNYlxnzOeKanSkopAWIh81dh4EGfGOljpicGuPi612vw9UP4z0wY/5a5/SrA+ksgNnGD39KT27e1GSOigf7tBIxyOPrzQAYPICk/Wg5I5BzSdR6inDkd6AEAzgAAN7cUgO09eOhDdqVwcD1HqKMk8gAA0AL1IxyT6CkBJAywNJnIIbBIOenFOwDkrj8aAEGVb8aCeeSOKTkDmlPXHPvQAhP1o4I6AGlB+UEjntRkdCD9aAEBxxwM+1KQO/wCYFJyeGo4x3z60AKBxkEMKbgkE4xn8qUc8jHHWjJ9OPagB45PHWg8UAc0Y4xQAgx6Y9aO/HNLgUnIP86ADPt0oGATg/gaXOelJjsRQAuMAEdKOSDx/9egcDBPFJznO7gdKAAE4pTnIwaO1GO+aAEwfwoxg5AwaCOuOKOT7n1oADkZBGfelznOBik5Bwy5oJwaAD86Ovrml7j6UmeMFsfSgAUYIHvXgfxfH/FZr6/Zk/rXveOQR1968E+L7Z8aqP+nZKAOEXofxqRelNFKtAEg7/So261IKjY80ARN1plPPWmHrQAE1E5wKkNRP0oAqOetNjPzU6Qdajj+9QBowniranpVKHpVyOgCUUhpaDSsBG1RHvUj9KiPWmAlFIaAaAHUdxSUdTQA8HBqwrcCqy9asLigB7OMVA4xzUrgY6VE33aAJ9MfSkuiNWSZrcjrCeQa63w54i0LS4vnRcrHtUyJuP3uv5VwEp5xSE/Ix46UgOxu9R0K5MbNLAWM5Zv3eDjniuW1iK2ivyLQJ5WwH5TWO7Hd71NFlkY56cc0ASRffFd18ORu8baYB/eJ/Q1wsPJrvfhsufG+m+zMfw2mhAfRZx6gUcdcgmj2JGCeKTB9BmmAuMHrx6YpCpxnk0uMdBx3BoztOQeO4NABtzyP50g6HJ70uAeQcUnqCT9KAA8E4PUUYyA2eo5FL3IxzSYK8dDn+dACAfjxSnIP3ufal56E4B9KTGecH0NACAH6/WlIzn19KCGxikOAc0AKMn+H8KCBzwfrRn86Oeflzj9aAEB7jHpRg9jil445A9KQru7g4oAfj5uRzjikPaj8unajIx6UAHBHPFGccjJFByM0vGOcUABIwCpP5UhyTmlx12jIpM4J6fSgABGPxoJPXqvSjjqOn8qMkdMEHvQAoPGDz7YowBz0o5HOM0m0/dI70ALkDp1pDjHQj3zS45IyM/WgA4689qADJyDgmk69BxR68Gjt3/AUAGMUdqUZxxSAkZwARQAmcc8nmvAfi/wD8jyf+vZP5GvoA9Bz+FfP3xdx/wnJ45+zx/wAjQBxC0/vTEp460AO7VG1S4qN6AIieaYetOamd6AA1G/SpT0qJ+lAFSXoaiT71SS9DUCH56ANGA8VcTpVOA8VcTpQBMCcdaCDSDpTj0oAjaoWAqVqiagBmOaWkzzRmgBcUtJmgdaAHxjMgGQPc109lPapbeXLc2i5OcmPJ61y4PNTp0oA6lruGeaVzf2apECFAh6jHFUftNu48x72FWDElRCCPasYk4pjdKAN17m3lQu15p7ueNjRYqrNBbpG8vl2BfGPLDH8xWFIM8YqCU4Q8c+tAElyttDOElhTrndE2cU9ba1Nu8sV2Mj+Bhg1lNkNk1Zh+5QA+D7/Nd98NP+R3030JYD/vk1wUQxJXffDQD/hN9Ozj7zf+gmgD6JIBIz19DSEd+v07UuT0DfmaMkdQM/SgBBuBwCGH8qCeM8lTxnFLnPUYK9DnrR14bNAADxjOT15pT82cgA0gHAO4jBxwKTjOA2e9ACsB/wDqowMcZP1NB+6MY25oyp4zk49aAEBYE44NJ94kg84wacD35496Mg8btrDkZoAQN0oD4BypIpcgg5z+VHIPOSDQAhOPYdjSnPYg/Smjjpx7UvGeoB9KADOR3yKTBzxwfelIB6k8c8U0sAN2c49DQA/Pze9GDgdKWkHTI/nQAZA9qAeBj/69L3GCenagZHr9fWgBD1ySQfag8nPtQTg4I96Mk0AA5z/XmgA4A6YoB5o75FABnA5xmgE5HPt0peoxgcUmB3GKAAfUDmjnccY+lHGDkH65o47Z/GgAzkj+VHA9QRRuycgjig8Z5oAOPqKOvY8daOSO/wBaUfMOeaAE4BHoTXz/APF1f+K6Y/8ATCP+Rr3/AAM/d49K8D+MC/8AFa59bZaAOFXoKkWolOBipU60APOcVE1SnoahagCNqYac1MoAO1Rv0NSVE9AFS4qun3h9ann61APvUAX4DgVej6VQhPAq8lAE4pxpqnmnnpQBE3SoW+7UzVC1AER60o6Uh604dKAClpKWgBy1KpqJakXGKAH00ml6ihulAFd+tV5/uGrL1Ul6GgCk33qsw/dqsw5qxEPloAmj/wBZXefDbjxvp3OPmbn/AICa4SMZeu6+G/PjfTvct/6CaAPo3BIRmwC3fPBNN5BwADnpimgM0aq5zgdhjkUvy/8A1hQAdfUEe1Bxgnn8KMgcHAHvTgpI+U4xyOKAE5J4yRSEAgZGOeKU9PnJP+7R2wDjngGgAwQBtYjPbHWk3DjcAB0zjGKUhixPc9qMb04Az0Ix3oAXbtPy0hOclhyD6UkbnhXG00pOO3P1oATswP55owSOeaUPyRngjrmjjIwceooABkjn8qQHtyR7jpQQSflOD3BH8qUDPJIxQAmMcg8DqM0A4JBA6e1BAJwM57UE5Hv1NADsY78UYJPGM96bwM/MaXg80AKTntyO2aQ5PT8qCBjIIODSknOc0AAYkdAT3zSdScd6U4bBAye+DigfKT2HvQAmd319elHtnBpTgcGkIJ5xigBTyvoaMk9RmjJ5zzSDJ6UAHfHOMflQMY6k80Y44PINGNpPpQADjPHFHH1FA68HnqM0c9MYoAXkY54pMrjOQTRgdyPYUYXj3oAM46CvBvjFx4xj/wCvZf5mvecdhyOeK8H+MnPjCDnP+ir/ADNAHn/epF61EBmpkoAf2NQtUx6VC/WgCJqYetPPeoz1oAWo371JUb0AUrj71Vx1qxcffqt/HQBfgPAq+lZsPUVoxGgCdaeelNWloAa1QtUzVE1AETDFNp7U2gBR0pabmgHmgB4qRRUYqUHigBwOBSZ4pKD0oAifrVWX7rVaeqsnQ0AUv46sxdKr/wAdWI6AJ4x81dt8NyR430zHXcf/AEE1xUY5rs/hwceN9LI4AkP/AKCaAPpAg5BH54FJzjOc+tLwScY/CkGOmTmgBduQQCPY0ij67h2NIBz6Uud3fkeg5oAAzArjaR0wy808xsAW7jtTcZBGT0zz1pYgdvU/U0AJhj9B6UZZXBwuAe9AB3ZzkbuhokzuUrjrg5oAewAOMAk5/CmEoyA9GHt1pSFU9Me9IDxwwI9hQAmVKjJxSkDb0HFJuUAZPXgEilPt16c0AI5+6GGO+aTPOR+FKDuBA5OOhpMnByvftQAv3vVTTTweQc+tLzn1B7iggtxxQA7tgnqKTC+ucUZPb9aMjODx+FABjHQY+lGTj5hmk6Dg/hSg8cZFADcdMD5f1FKQSeaXPBz29uaCVJBycGgA5K9OQaTg+vQ04ZH0xSEA460AKDkEcZppPPH60EHt6fjSnJOaAE+8PlAB96Ce5OPpThkj71Jx360AHB5B+nFGeD0o57jjtig8cgA0AGOM4oBB7igkAgkdKCfagAJGCfvV4N8ZDu8YQ9v9FX+Zr3onA968I+My7fFtsf71qP8A0I0AeeipVqFalWgCSoH61YJ4qu1AERNM709qYetAC1G/SpO1Rv0oApXH3qrd81Zn+8arDrQBbg7VoxdKzIDyK0ojQBZXpT6YtPxxQA1+lRGpWqJqAIX65pBStQOlABRSGlFADlp4pgp60ALmjPFBoA4oAieqr89atP8AWqr9aAKhHz1ZjqIj5qmQUATpwa7H4dH/AIrfTO37w/8AoJrjkFdf8OuPHWmY7yEf+OmgD6T2n7wAoK4wTx9TSxMWj9KTbhugHvigBe/IyKBlWIIXIpu7gnCsBwSOtOIx6n6igBCGA6/THUUkbYwcHn1p24ZwXwSOhpFBEYYAMO+DQAh+WQNn8aWYFipHUGkzkKeDzTj6E4OfXINAAGB6jk8YqP51IKYHPNSlGC5GM9xTRk8gEUAN4dfm9adwRg9Rig5Yc46dcUu1ZIg27djjFACEfMcg0jMIhlgWU9dpp+MMVAGDkYJpgKI+xiQrdPQUADcZKggHkZ60mV9wcdhTwNg2k7h2xQPmQlQevpQA3PBB7cg0ufYe1Nzj71LtHYfnQApx1AFJznpg0cg8DH4Uh5Gcc0AKeeQTmk7fMTS9Ockn0o78g0AG3HIHWjHUdCPSkIIB68e9OJDE5PbpQAmcDnr7UZzjr1oHA4Jo69G+oNAB90+x7ilyf4sHj0pvG04wPxpwJ24OMD35oAaeBnmgsMDjFO/hI6/hSEHHfPpQAmOeF4PvS8nrj8aXBPPApCOTQADg9ua8O+NQP/CT2DEdbX/2c17gFDYbAyK8R+NiFdf0xuAPsx6f79AHmq1KlRL0qVKAJD0qBhipz0qB6AImphpx6009aAFHSo5OhqTtUb0AUZ/v1X71Yn++ar96ALEJ5FacXQVlRferShOQKALi1IelRA8ipCaAEbpUL1KTxUTUAQtSDrStTRQAGlWkJoQ5oAk6U8Go8U4UAPNJmjNJQBG5qsx5qxJVZjzQBGetTJ0qLvUyigCZa63wBlPG2mMOf3v9K5NRXU+AD/xW2lZ/56j+RoA+lgxUgDaD6YzSM4WTlRg9dppy4KhQcgfnTWZckE8+9ABkcllyCaFOVHXHoaMhY+OV9qFPIK559eaAFG3y+OeO9NiK7AQCDjHNOH3Tnkj0FNUFVGVB579qAFDYGABt6kN1/ClK8kNk+nYim5IyARuBGCR2pys5OxiT/dO3igBNyjofwpN+HJI4I6d6ewBUbsdO3akJwwOcn1xjNACckjBqMhUbJypbjK+tSH2HuCKNwJAPB7570AL8x2huHHf1pMMVAYEf71PCD+7t545phBEeOo7UAG0jIBwR09KRH2lhnhjzz3pxAb1yKbtDj5U+Yd8UAL0AYAEUcEc9vU4pFI7DHajceQT19qAFwc4HHcUntjNKN3XGcetI3Y4NACk+p5oBNJuI44A9DSjB7EUAIchh3B7UuSOMEfWm/n1p/UY3UANIA5z2pdwz92kI2jOM8dKUnpgDA96AE6gjGDQCSvB56U4kA+npSck9RQAAkdec0H154o5zg4A9RRwep+agBMAn5cZ9DS8dec0hwOcUAhunB70AHIPqCK8R+Njn/hItNUjpbH/0I17ecYNeH/GsY8R6c3rbH/0I0Aeaqcj8KmSoU6D6VIpoAm7VXfrU+agfrQBGajP3qeajPWgB3amNTxTWoAz5vvmoO9WJvvmoO9AEiferSg6CsxPvfjWjbnigC8uKeMHrUS5qUcUAIRwahapT1pjUAQNTae/SmUAIaF4oNKlAEmeKBRRQA6jtRnimlu1AEcnSqx61akxiqx60AIo5qdBzUI61On9aAJBxXUeAyF8a6WxGf3wH6GuZArpPAoA8aaV/12GPyNAH0yUUuHwSQOQKY33OmRjvRGzDJBBQjjB70Atjg/UGgAx8q8Z46UgAK52n6UMwwTzx0IpRyQeMj0NACgk9B8p60z5kG08jsaeRwxVQMc9aacAYI655zQAuTj7pJoLD5fn25PANOxkEZ/SmBgBhsMOxPagCR87sHk9jimlVBGTg0ZXBHzEHg47UAllIx070ABztDcYBxxSnd2IIxk8UzgZYA9OeetKpA5AyuPWgADLz1GRkZpSysn90qfzprDgFcEjpzTiwfnGCaAFJG5sAn8eKU9Mg/lTDyxIP5igRH5trgE88UALwe+OaQ7gB0IpM9xzmlHQ55PagBNzA9gPWl3dQaQkDBOQO+OacSCceo6UABxnoPxFIDzml/h9D6UmD1w1ABnnrwaXjOKDnHTn0ozz83Q0ALwBkHNJkEYpDkDCqDSnA5AoAAO1IOuP50v6j19KDjg8Z7GgAI/vCg7SOv50mckkc460cHtQAdAMnOO9BII4HFGGKnBpM4PI7c0ALuODgZHcV4r8bFX+2tLYd7c/+hV7VnP3Tz6V4v8bR/wATfS+MfuW/9CoA8uU8CpF5qJelPU0ATDpUL/eqdelQScGgCI0w9akI5qM9aAFprdKd2prc0AUJ/vGq/erE4+c1B3oAevUVoWx4rOHWr9v0oAvr1FS1CnUVNQA00w080w8UAQvTKe9NoAaetKvWkNKKAH0opAaM0AOoOKbmgmgCN6gPWp2NQHrQAAVPHUarxUiUAWFFdH4HO3xppPtMP5GucXpXSeBiP+E20rj/AJbAc/Q0AfSpyGYrGqgnlc8j3pOTjJUEHvzTskoCZQ2P4h1NNxjGO9ABuyTleo5pACCRz7HNGBgYJGex7UiuM4I/WgBy4UjPT1FGPlxjdjrSknPTgikBDYHVvQelADlO1vl79BQApYg8Uz2PBGT9KUjkHnbxyKAHKpLFQcsOo6U0j5sMTSMd+N2eP4hSk8kHPPoaAFIwRwD9KTC5xwM03pyNwHpS9QMcY70AKR8oweenSglgAcA49qQMOSDk96UblyQxwexoACCwJBOPTNIud2ScH60AZBKjH0pGxnlc/UUAOAO3saMHHWhcMhKkbh2pMe1AAM5yMU7Jz1FNByemPelwcdBQAZwSMA+9IPQEmnADPXH0puTng8UADZ2nI5HelJOfYjNGCM4GSfejOTx3FAC4PXIpMjcQetA9O4peT1ABHSgBMZwRge1ByMDp9KOvHf1oz2z+lAADzz0FGBmjcCOcYoPQfzoATJHXINKMnqOPWlJ9OMUgPrz6UAJ1AyDn2FeM/G3jU9L/AOuLf+hV7Pyvbg+leM/GwZ1HSj/0xb/0KgDyocU8UylU0AWY+lRS/eqSI54qOUHdQBEetRnrUhphoAM0hozSE0AUbj75quOtWrgfOarUAOFXLZvWqYqzAeaANJOoqcVAg4BqYdKAEPWomPNS9TUTkZoAjNN7040w9aAAiil60nSgBRThTRSjNACmkPSg0nbk0ARuaiYdxUjcmm/WgBySArg1Iq1Aq88VYXNAE6V0XgXP/Ca6VkjPnjH5GudTgV03gNc+N9JYYyJvTPY0AfSPHOzhhx9aQgkDOR7CnEsxyFC496aQCoPcGgBdm5sDILdMjilAPIYOCPao3QkcDI9DQN2RkEj60APPUcE5pMguAeMUZzj5SO3XpSAkPz90igB2R+fBoJK46Gg7uCMD2oPOeQh9aABvvAkYGeoNIPlyMBqUbQxUDBPp3oJ2kccY60AIDnsCPxo+vWkIGOCT9OBTsUAIFJ6YzQvJ4Y++fWgYzyTnt70jR55xQAuDnBbn2pex3En3poyQM5496d/Dk88UAeID9oEKxYeF8E+l/wD/AGunf8NCHjHhgcf9P/5f8s68SooA9t/4aE6/8UvnP/T/APl/yzpkv7QchhdYvDSLJj5Ge93AH3AjGfzH4V4rRQB7JcftA3rRJ9l8PW0c2fnaW4Z1PHYAKRz7nvU0P7QcogQXHhpHn53tHelEPphShI49zz6cAeK0UAey2n7QV9GX+1+HrWUHG3ybhoyOuc5DZ/Tv1qSb9oO4ZV8jw3EjBwSZLwuCvcYCjn3/AENeLUUAez3P7QV0wT7L4dgjIb5zNdGTI46bVXB69cjpxxS3H7Qdw0X+ieHIo5uzTXhkTHuAikn8a8XooA9ktf2gb5A32zw/bSn+Aw3DR4+uQ2eajt/2gNVWVftOhWMkIJLLFI6OeP7x3Ac+3Tj3rx+igD2iT9oO6a5iKeHIFtwP3qNdEu59m2gD8VNFx+0FctCRa+HIY5cjBmuzIuMnPAVTn3z6+teL0UAe1r+0G20BvDIJx2vsc9/+WfT2p3/DQnT/AIpjp/0//wD2uvEqKAPbh+0Jj/mV+P8AsIf/AGuuM8bfEceMbi1m/sn7H5CldoufM3ZOf7oxXCUUAaB1P/pjx/vf/Wq9GfMjV8Y3AHFYNfQvh74VaJqXhbSL2Sa5SW5soZWwRjcyAn9TQB41hh6ijn1r3B/gzpB+7f3QPcHFJ/wpjR8/8hC6x9BQB4fto2fWvaz8FtPZjs1S5A7fIDTT8F7Ltqsw+qCgDxQxg9zSGMAdf0r2o/BS0/6C8n/fAqaH4LaYrfv9SuWHoFAzQB4FcjB61UHJ619Mp8HfCgH72KeQ+plx/KpV+Efg0DjT5Ccd5TQB8yAcfe5qxCMEc19JH4ReDCSfsEnHpKahk+EHhRgDFDcof+uhNAHg0Z+UdfyqTPHevdv+FOeHeCsl0B/v0n/CoPDoP+uu/wDvqgDwsEehqCQ4kAwea98Pwi8PH7st2D6bqZ/wp/w8WBkmuv8AvsCgDwcrx0P5VBnLYNfQP/CoPDuTi4ufpupE+D/hgnJNyzZ/v0AeCKoprL/nFe/n4Q+HPW5H/AqcPhF4aUc/aT77qAPn1cZxn8qVjtGa+g0+EvhUDLW9wxH/AE0qX/hVPhQj/jzlx/11oA+d+DyTSbVOeTX0QfhT4VOdttMMf9NacPhT4Vjz/oUj59ZTQB83jaSfmNBK46N9a+kR8KvCecHTmVuuBKeacnwt8Jj/AJcXb2MhoA+bIypzgGpwcDODX0YPhf4SXP8AxLm/77NL/wAKu8Jk5+wN+EhoA+eVYFQcV1/w3tZbnxvYmNDiItIxB6DHGa9bj+GvhWDn+ze38chNbemaBpmi7hptpDBn7xUckfWgDRHJ5AOf0pMHnmjJ75wemBSnHb9KAEJHXDfSgLyNoGPQinZ4xk0cjAxkDNACFd3OOvWmrjp055pc9CAcUFRk9CD70AL9w9c5PIo3DJySVPQY6UcMAVYBs+lL8xZTjaepFADWzt6/L60EqeRxS5JXOMj0pGIHBGD2oAXPHpSHseM+tA6Yox+BoAViSQSAQe9J69DQBwVIznoaXb1xx7UAJ6jpmjpyD26Uc4HajAK8nnFAHxNRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX1/4Mz/wg/h/DDH9m23B/65LXyBX1x4Qn2+BdAIXkadb9/wDpmtAHRYwxzjPrRke34c01ZxNGGaMZA7GomuSpXC+3WgCbhiMEg9sUpOSM1CJgSVKfdPBzQLo8fL+tAEjbf7op2ePT8aiM+GUBcbuvNN+0ccoDn3oAmJBOe9L/AMCx+FQ/acEDYOuOtAuDn7v60ATn5gGUEf1pRhyVIIxUQlO08H86QTfOOP19qAHgLgDP5il43dKiaYKwwnf1p3m7lyQevrQA7bkcilGOhJ29/amNIoG7Zzn1pnmZ5AI+hoAmyQ2ADigjI6d6iNwWXdjBHHWkE5yevBx1oAly3oKXcehAxUYnz/D+tJ5wYcp+tAExGG7A9sdKQrkdR+VRecAGOz7vTmgzleg/WgCVuCenPHSjHoeabJLt3fLnPqaj+0fIDs/DNAExHGcjNAVSev5VD9pIcqF4x60GQMOQfzoAlPykZPFOxg/Ln86hW4yqkp196abjaxwvHpn60ATg5XBx+dL3FQicEAbB+dBmGQdn60ATY6r0I7ZpMjGRkfhUPn8fd6H1pUn3A/Jj6GgCU7eh70A8YA5FQrcFhgr096XzgVZtnIPrQBIRjB6g9qRkIXcmAw5we9Q/aCFJ29h3pyTh28soPu9c80ATEkjdtyp4PtRl8hQwO3kDvVeSXyDGqjIYkHJpVuCVQ7RxQBOfl6gHPbNJ06cenek80b2XZx9aaZAAOD19aAHfKCCoOOmD2NKCSBxUS3GWI28+uaXzRtPyfrQBJ8w4pwGATn65qEzADGz9ab55UnC/rQBMTgigE8gYzTPOBz8nX3pGlHlg7OcetAH/2Q==", "path": "000119.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.
000120
Men Tshirts
{ "bytes": 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", "path": "000120.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.
000121
Men Tshirts
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", "path": "000121.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.
000122
Men Tshirts
{ "bytes": 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Cp/EoTI5+pOa9YrlvA0KRaVM8PEMs5dB6DaM/rXVV2Qd4pnDONpNBRRRVkhRRRQAVHJGssTRuMo4KsPUGpKKAPirxDbLaeIriERlUjuHUKw5Chsfyr2W7m1az061i0m2j5jDNNIcKo7AVc+JngayudSudRtoUikntXllPZnUjkeh6fWtR9LN/ocECyNHmFPmXr0FcdV6+h2UY2XqcxYeK9chnW3vrG1k5+9G/JFdp9tU6d9rERxjO01ySeCFt7yW5WRi8pBIzwMencV1P2UjSWtmbqMVnJ9jdR0PPtW8Qa9e3TW6XdtYW5PUYLEfWt3QrK8fTpYbjUDeRSIVG9cMpIpZfCNreOhlXOx9657H/ACK3tL0hNNh8uPO0nPNDldIOVLU8u+EPhq4v/HcN0QsdvpztLlv4sfLgfiQa+nO9eR/DK1iGqu0Qw9vcXSye4LcV65XZTlzI4KkeV2FooorQzCiiigAooooAyvEWkR694e1DSpfu3UDR59CRwfwODXyNYaZNbeM7KCaB0RboRZZSAxBwevvX2bXj/jbSol8QCWRP3n9owSwn0DYz+ufyrOo7I1pR5n6GFrza5DIEsJIba3QD535Lt/hVbRvFeti5Fvex2dwinDNEcGus1fRRqaqCxG059j9awrTwbDYSjyMgb955zg1yKVlY7lG7udDqWpfY9N+0rCWLLlVPr715zc+Ide1K6aE3NvZx54CgFjXomqWJuNKSAN93HWuej8HWs7pJLGPMVdob2pRkluOUboyta066uPBt+11cLclYi6yBcHA9ak+AWk3beI7nUZI2SCG2aLfjh2JU4z64ro9T05bPwpqEK/dFrIBn/dNdJ8KbSKDRpJoIwkUkcK4A/iCncfzNa0ZdDnrwVr9j0Siiius4wooooAKKKKACiiigAooooAKKKKACiiigDzLx7bzafrNrqpiDWyyxszDt/A36EHNXY2jlQFSCD0IrZ8e2sN14N1AzFwIUEoKdQVIP5evtXnek6o8cqwE5Vjge1ctWFnc66M7qx0N06QEKCoJ6ljgAVFeHFurblUerHiue1XUri4kmgwII92zeykkj8qyZYYHJH2y5whBiVlbahA71jY60m9Uju7N0lgD4wfesjxOyXGnCxyC1xKikZ/h3Ak/kDVHT9VugsvmrmJULBwMVV0/Rbnxjqi2bthSRJK56JGD6e9OEbuxnUnZXPYfDNvHB4dskiC7Sm4benJzWx2qCztUs7KC1j+5DGsa/QDFWK7krKx5zd3cKKKKYgooooAKKKKAOB8bW50/UNP1cJmFbhfN/2cjaT+o/KrsbI6gggg9xW9rmnpqej3Vq3V0OCOxHIrzjTNTeKVYHzg4AHpXLVjZ3OulO6sbl5LHByzqq9SzdBVa7uIUiR2njUE4BznNYeq31zcTTQuJIYg+3Kxliw/8Ar1kNb2pmY+TeAggxnb/q8elY7nZGEmrpHfWjrJCHIw2ORWP4laO5skscqWnmjUgnHG4E/wAqo6dfXqGTzgxiCFgXG0+3FO8O2I13xFbrd/vEVvtDA/7ByB+eKIK7sY1JW1PT9Hs/sGlQQbdpC5IxjBPOP6VodqWiu9Kysee3d3CiiimIKKKKACiiigDC8U6adS0WdUGZVRtvuCMEf59K5jw9ereaNbMcLIiCORf7rLwf5V6EQCCCMg15dqgOheILqKLIjaTzceobmuetHqdFGf2TdudqJu61RW4ikhciaM7c7iD0rO1LVLjyrfyIyVkUlmwTiublihfaZlu5mLEyERlQ/sRXOd0IuWyOz064jnJCuHXs46GrV1cxW0TO7AKorjLKa6tXRLMTGFT92VMAe2am1S6lub0xAkqhAC56k0ktSKmm52Pw6037Ppj3hUBpyTkc5JYsefxA/Cu4rO0TTYdI0e1sIBhIUA+pPJP4kk1o13wjyqx505czuFFFFUSFFFFABRRRQAVwHxJ026azXVLcg/Z1BK47q24fnyPyrv6zNftI7/QL+1kgM6yQOPKHVjjgD3ziplHmVioS5Xc4yxvYby2SaM/K6g4pl7KkK8HGeS2M4FchpmoS2zxqQy7gAytxg98j1q5qs9/PPNGBItvgAGIAk+tcUlqehBmvcX1qbDzTdRBem7Pf/Gp9PmEkOW7dD6j1ri5LG3LnfYXB+ULksOD/AHuvWrunS31vN85cW4U8SYBwBxUtGrTjuanie9iXSLi2Miq0y+XljgAE8k/QZrv/AAWkK+GLZ7cgxSFmUjoRnAI9sAV5RpWlS+KtYFlI/wAkvzSMediA5P8AhXt9hZQadYQ2duu2GFAig+grqowtqcFed9C1RRRW5zhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADGVXQoyhlIwQRkEV4d4ttx4c8UTRxKBaM4eIgfdyMlfwP6VxHxQ8batq+u3AhvbmC0gmMUMMUhVQoJGSB1J966TwtZTXngi0i1BWd2Dswc5OCxI/HBrGq0ka0Lybsbmn6pbXtu26VfMJJx361XRWS9l8+7ZkBDBSAMVyN/oGq6ZMZLD/SIv7hba4/xqn5fiCZ8NZyISMEswAOOneseRdGdSqSWjR0mu63HHJ5cEm8suxgB05r0z4Z6M9jpEt/cEefdEAKP4FHb65NeWaP4ekjmS5vZBLMOij7qn19zXN+NPEetaP4uiSx1S9toUijKLHMyqD3IHSrpcqlZGNbmceZn1pRXC/DLxhL4t8N77xh9utSI5mxjeCPlbHvz+Irua6TlTuLRRRQMKKKKACiimSOI0LHoBUtpK7AdXjvim1k8P65JtO+1kYPG2OU3HO2us8Q+KNT0O7tpY4UntJW2OpXlT25FUNVuV16MvNAqhkCtGTkVySxEKisjaim3oY2n6xa3iOrygSEk4PWoFSOK/kaS8kZMbtrPwK5zUfC1/aTGbTJFkTr5UhwR9D3qiNK8QzON9uqe5kH4flU2j3OhVJLRo3tc1uOOQJbszuQUIArvPh3oUlrDJqly/wC+lXy1jx9wZyc+54rhtF8MfZZY7m6k864UfKAPlT39z711T+K7nw5EkflKbTG5nIyQaFVhTd2Z1FKUbs9MorK0bVRqlsshUAsoYY6EVq1106kakeaJyhRRRWgBRRRQAUUUUAJXCfELS5DHDqtucsn7qWPGdy8kEe45rb8Qalf2tjPNp2xpYl3KjLkPjqK5yLxVL4g0lEmtVhYkNkHuPauOeJpyvBGlJNyVjltM16AtHHM+wBTjPrmreorHLJFLHdyIm7BCNwc1la74WN1I9xZOIJzyVI+Vj/SuebTPEYPl/ZlIB4YSDGfWo93e51Kco6WOu1PUrW0sGQSksBxjnkU7wXpk/iXVkup2MdvG4kYEcyYIOB7dK5/TvC13cMG1CULGMfu0OSfx7V3Fpdz6DamayiUsihQmONvfFHPGGu5MuaSbPT6WuR8NeLxrancqja+xsDBU11tdVKtGqrxONqwtFFFagFFFFABRRRQAVWury1sovNurmG3jzjfK4QZ+pqxXyx8Y9bu9W8U6hBKzeTZymCFM8KFPJx6k80Cbsd749e1GsPqulXMNzbSKDObdw6q44JyPbGapaT4itZgyTSYdj3+lZHw90+aLwn5c4G+SVpAvopA4P5VHq/hKUSmfTphCxOTE4yh+npXJJxk2mdsFKMU0bbtZpqDSm4Yqy7sGQ7f51l69r0eVS23NJyvT1FYP9ha+zASPbgD/AG//AK1bujeGltnSeeQzzL0YjCr9B/WlaK1uU5Tlpax6J8MdOg06zlv7u4jS8uSI1jdgCq9cD1JP8q9Ir5H+J6zxatYSoGEQh2bh03bicV678E/Fl1qunT6Nfu0klqgkgdzlvLzgqT7HGPrXRTd4o46uk7M9cooorQkKKKKACiiigAooooAKKKKAEozVDU9XsNGtTc6jdxW0Q7u3X2A6k/SvOdZ+Num2u5NK0+e7ftJMfLT8uSf0oE5JbnqbusaF3YKqjJYnAArgPE3xZ0TRUkhsGGo3a8ARn92p927/AIV474j+IOu+JWZbu4CW/a3iJCD6jv8AjmuTklkmPJ4pXM3U7E2rSC91Ge4KKDLIZdoHAJOePzr03wbqsN1pKIX/AHifK4PXNeVyI7EOh6jnNT2WoXOm3Kz20m1x1HYj0NZVKfMtCsPX9m7PY9zkt4pOSAc1VNlDn7tYGheM7PUo1hdvJulXLRueD7g1vm7/AHbOxVUUZLE8AVyOLW56sZqSuhJDHAmBgGvLPGs8F7qaKNrmHnPofSruv+MPOuJba0kwem4entXIszSOepJ6k1tSpu/MzjxOIVuSJ6N8MfG2m+ELi5/tJJfJu9iecg3eXjPJHUjntX0LY6jZ6paJd2FzFc27jKyRMGBr42PyIq9s1qaD4l1fw3d/adLvZIG/iUHKP7Mp4NdRxQnbQ+v6WvKPC/xs0zUBHba/F/Z9wePPTLQsffuv6j3r1C3uYbuBJ7aaOaFxlZI2DKw9iKZsmnsT0U0kKMk4A7mqU+pRx5EY3n17VlUqwpq8mMuswUEsQAO5rNurpZiFQ5Uck+tUbi6luD87cdh2pkTcFT2ry8RjOdcsdhMbe2cOoW0lvcLujcYI6H61ysVlNpr3MInW6S35YqfnUdgR3OPSug1i/ksrQrbLvvJRthXGcH+8fYVzvh7Sp9L817iVpLiZy7yHqxPfNcSqyhsOFaUNieN4LqNZEKsjdCKk+yxA5xUk2lSRxPc2+DLnLoowHHrj+9/Oobe480AgV2UqiqK5306imrok2oi4AxWRqllLqJW2iXcJGCufRc8mtCd2Mm1ASegA6k+lathZfZ4FM5HnOcnnoewHriprT5VoKtU5F5l/S1GnQxrEoCIu0L7elb8F9DPwDtb+61crJqCQajHYvDL+8Qus2BsB/uk+tWuAMkj8TUYfFTpaLVHn3OppRXP2uoNCwUMZIvQnOPoa24po5k3RkEfyr1qGJhVWm5RLSUVXmvYYMgnLegrac4wV5OwFiqlzdrGCiMC/t2qhcX8s2VX5F9BVNGIkB7HivOr45P3af3iZYf5hiuUv9FWw1JJrSeNFuXI+zO2Mt1JX29a6aaaO3heaVtqIMk1xJsr7VPEA1e83LCo2wQn/AJZr7j1PU15ntHHVBGpKDui6s0ckslu/E0Zw6NwRUn2aI4OKuS6cL9w7PtZVwjY+ZT9e49jWeJJYZmt502yKfwPuK66NZVNHud1Ksqi8ydYo48kAVVvctCwUZJ6AVPPJiMdiam02zeaQ3EvyxKPkz3/2qqrPljcuclCPMxvhfSzp9mXdAs8zGSTHr2/IYrtLfU42wsnyN69jXOXt4mmWZuRDLOgIGyEAnB7irKOsiB1YFCMg1z0cROm211POcru7OpBDDIII9RTq5mG6a3kzFL83dc5B/Ctu1vY7lcfdfup/pXrUMXCro9GMt0UVj654m0rw7bedqV2sWR8kY5d/ovWuwDYqC5urezgae5mSGJBlnkYKB+JrxvW/jhPlo9I0xEHQS3TZP12jj9a821zxdrXiCfzdRvnlwflQDCL9F6ClczdRdD2HxL8ZdPsUkh0WE3cw4E0gKxj3A6t+leHa3qE2s6nNf3LB57g+ZIQAMk+wqk7vKx3MT9TSNHvVSGxjjrQZSk3ueg+BdaiFt9hlbEqcgE/eFd5iOVQ2Mg14GjvE6vHIRIvIZeMV2+gePo9q2mokI6j/AF4Pyn/e9DXLUpNO6PQoYpNWlud81vGCTtH5VDNLHAmOBUKanE9s1x9ojEAXeX3cBfWvNvEXjIXF1JDayERngSDjNZRg5OyOqdWMFdjvGeow312LeMhwhy3pmpPA3jFvBupPfraLdK6eVJGW2naSCSp9eO9codzt3Ge5pzDy0+p5rshHlVkeRUqucuY+sfDXjPRfFdvv027BmAy9vJ8sqfVe/wBRkV0VfF1tcz2k6T28skUqHKPGxVlPqCOleqeFvjZqFhsttfhN9AOPtEeFmUe46N+hqyo1O579RWNoPifSPEtoLjSr2OcY+ZM4dP8AeU8itmmaBRRRQAUUUUAFcR49+IFr4RtRBDtm1KUfJETxGP7zf0Hetnxb4gi8MeG7vVZAGaJcRIf45Dwo/P8AQGvlHUr+71O9nvbyZpp53Mkjnuf8KTInK2ho634j1LXb1ru/upJpW6EnhR6AdAPpWQ0jN9aYrZGadQYCBjmlzgYpDSdqADftG3DHnIxUEzSspVD5eehHWpqY4yMUALAlt9hkZnYXIcbVJ6jv2/XP51t6nr002hRWayMTKQZOew7fn/Kueb5QX/E09BuQEnOeRUuKbTLjNxTS6ld4g+OxHORUscs6KM4fnvwafjrS4wBVEDi7SYJGPanAcUi/SnigBvSu/wDhhceKRrIj0Odo7JWBujKC0AHuP7x7Y5rjNM0641bVLbT7Rd09xII09BnufYDn8K+l9E0m20HRrbTLQfuoVwWxgu3dj7k1yYrEexjpuy4K7Nae5kmPzHjso6VWNKaTqK8Sc5Td5GwlHIOQcH1paKgCutsisX5Zz1Zjkmn7BjBHFSUmKBWFiGOK53V4PsGpLcLxDP1Ho3f/ABrol4NVb60S/j8m5x5SsJMjgjB/w4qqUuSVyqVT2c79CHTbQMBdOuCR8gPp61amuEDiNEEkg/JfqajmeWciOLMcPqOC309BT4oUiUKgAFKU3OXMxSm5vmYgjLHdKQzfTgU7y0H8I/KngUuKQhBUkburgoSG9qZUi/IPc9apOzuMuSXszRBCwz3I71TY5pSc03viqnVlN+8wEoIpcUVmBDLAssgeQl9v3Qeg/D1pQgHQVJSYoFYRFCngVn69Zmaz+0xD97B831Xv/jWiKJGfaAoUg8EHvRF8sroIycJKSMLTohqOMjMafePr7VtzSRW0YDAcjAQDJP4VVghTTbQWlkMkEks3Yn1p8NuEYu5LyHqx61dSo5yuXVqe0lpsKA8oG9VROyD+tP8ALT+6Pyp+KXFQQNAA4AxTgSKMULTuMdeX2pLpdzHp8kX2wofIacZUN718069e6rcavc/2u8xvlcrKJT8wPp9PpxX0nu+U+1ebfFfwytzYLr9sn7+2UJdAD78fZvqpOPofavSweKfN7ObImrnj5cng0mTmgUGvWMRc0wsVyAoOfU9KWk70AQzb3DKW2oRjC9afam3it545Y8ylR5TDsfz/AMaVhURBxkdRQBry6tINBFkjHLna3P8ACOcfyrEaPcMNyPpUsWHj3evNLjk0lFLYuU3LcijWWJMRuQPQ8ip9zuBvxx6UgGBTlpkDgOKMUoNBNAFvTtSvNLvI7uyuJLeeM5WSNsEV778PPianiIx6XqpWPUsYjlHCz47Y7N+hr52B5q5pt/Np2pW13bvslhlWRG9CDkUFRk0fZVFZHhvXIPEWg2mpwYAmT51z9xxwy/ga16Z0BRRRQB4r8ctXLPp+kI3yqpuJBnqT8q/pu/OvFWNdx8VNT+3/ABA1JQcpAVgHttUZ/XNcO3KmpOeTuyCM4Lp3U1MDUOP3jN6gCpVHFMkXNFBpQKAExzTT1p5FNoAhlwoIwSCO1A3qQoHyAUrjMqj1qRhxQA0DilxSjpRQACloooA9O+DmkLNqF9rEi5FuggiJ/vNyx/IY/GvYQa4v4WWgtvAtvJjDXM8kp9+do/Ra7PtXgYyfNWfkbxXujiQFYntSJ9zmq97Jss2kB6Fc/mBUsZ8wZ/h6CuS+o0yXijFApaYxuKSnEUlADaaIt7EucrnOPWnmlDBRgUmRJXGsMnijFLnNFCGthMUUtFMoAMnFGec0o6Mfamin0AcO1NU7pDjpSqcnHfORVSyl8yPaDyGbP4MR/SpbJv0LuRRSAYFOplDcUmKeaSkA0imsrMwwcU80gODnvQyZK4mxUTao4pMcU8tntSUIIqwmKMUtFMoSkHBxS009QfSgRGjBpCR90gNTZoIr23mtp1DQzq0bg9wwwaYh8tWUdclR+eamXp7D+dEG07gj5fvrR9P1K6spPv28rRH/AICcVXJrp/iHbi38e6qqjAd1l/FkBP6k1zBr6eEuaKl3MHuFGKUCgj0qhDD1qOU7QSB2NTEVDKMso9TQAgRxs2kBR1FPUHFPYYFIKAExSiilFABRRRQAd6ap5zQxxTQc7QO9Az2z4G68wuL3RJXyki/aIgT0YcN+Ywfwr22vl/4W3RtviBpZU4DyGI+4KkV9QdqEbQegVDcTpa20txKcRxIXY+gAyanrjvidqTab4D1BkOHn2wKc/wB48/pmmU3ZHzTqt2+oatd3khy9xM8rZ/2iTVLtUkn3ifeoWOM1JzEQPztUy9Kqh9spHr/nNWUbIzQAvelFJ3ozzTAdTc0ueKaTQA0jLg46UhBLDk06lGaAFxxSYp2aQ0AFITjmgkVb0ayOqa5YWA5+0XCRn6EjP6ZpSdtR2PorwnaGw8IaPbEYZLVCw92G7+tbI7ikIUDagwoGF+g6UZ6Gvmpy5pOXc6SGcK0Txt91v8j9cU+1wLaMeigUycBvlPQ8Gq2mXXmpLG5/exPtce9Z9SdmaYpajDU/NMYppppc0hpAJQKKKBAKU0UUAJRmkpCaYx2cRn3NID3obhVHtmkHQimxiNwQagtFRZZtowGIYfj1/XNTSH5KzluRDqiRMcLMu5Pr3H+fWpe5L3NYGnVEGp4NMY6kNGaDQA00lFL2pCDFLRRQAlFBppNMYpNRyMFRmJwAM5pS1ZmrXSxwCHq8x2hc9u/4UAT2redmXoGJK/T1q0B6cAVXtBiFecn1qfqOOF7k96SBHiHxWtmi8atNtws9tG6nPXAKn+VcOa9b+MNjG1jpmoqGMiSNAWAGNpG4Z79Qf1ryTvX0WFlzUYswnuKDS03PNLniugkQ8Uwglh7U4mkoAQrkjrTwKQD3p2aAG0tBNISKAAmkJppNRyPtUk0DCVsHGe1Kny89+gqks5mmyeg61cTJxjr2oA6jwVcrZeMNInZsLHdx5P8AwLB/nX1p2r4wtZDFMjoSCpBB96+v9Fv11TRLG+Ugi4gSQ49SOf1oRrTNE15h8brkR+FLO37y3Yb8FU/4ivTzXlXxtimk0bTikTNEsrl2Azg4GM/rQyp/CeBGo5CApNTMuD1yPaq8xwD3oOa5mXEu1856dKu2sm6Ic1QFpc318lrawtLM5wiKOTxmrNof3a/SgtrRF7NIOaaDTx1pEju1JSmkpgIeKBSmigApDR3oNADG6V0/w5QSfEDSAR0kZvyRj/SuYPIrsPhWIz8QbEPGWJjl2HONrbDz+WR+NZVn+7l6Mpbn0BjmjoCKcUI7UjDivnDoKd221c1naXEx1fUbkN8kpjCj0IXn+dWr+TZGwboBnNLpkfl2kXGCUBOPU81F9SHuaKinN04pE6UpqigXpQaUdKKAEpRSUopCYtJS0lADWGaQrxT8UYpgNfrSdCDUrodxpmOKp7jIZjhD7VhXUbXOoadsbBhuGdvddh4/PFbVyxQZ7VmWCh7ueQDoVUH8CT/Ooe4pGwg45qTGBTE6ipDTGNUHdTjSAc0tACUClpKQDqSlooENbpTdtPoxxTAgccGuZ1X59btVDZPlnK/jxXVOK5e/t9viGOQ9GiwMd8Gk9gZu2y5jFWfKJOSPxNQ2zYUAcfSrLSxR/fdR9Tk04q4ld7HLfELTTqPgbUUTY0kCi4XJx9w5PP0zXzzmvo7xlqVkvg3WVkL7WtHUHbxkjA/Uivm9TxzXt4BNU2n3JqRaeo/vTu1NFOPSu4yEoPSgUGgBBS0UlAAaa3SnUw8igYwnC1UupMRNz1FWz3rOvQQpwMikNbjLKtWPgVl2P3h6/wAq1kHFMJbksZwRX018Jb43vgK1RjlraR4fwByP0avmZBzjrX0F8EWk/wCEavo2QiNbkFWPclRn+QpIqm9T1GuZ8VKsrWsRAPLEg+nFdLXIa5ceZq7JniJQv49T/Os67tA7MOrzOH1jwDo2pBnWI2s558yDgZ916VwGrfDrULPc0F3bzIOmcof8K9d1G68mLcK5nU71pLN3wQMda5Y1ZI3qYenLVo5X4deDL1tQ1bWpimNNsZvLVed0rRsF59hk/lXmtum1VHbAr6s8EaWtn4DdyuJLxJJmyOxBA/QfrXy0E2tj0OK7Ve2p51SKjoiRaeOtNUcU4UzIUmikopiAmjNB6UUAFHag0YoAb7V1Xw0nNt4/09wu4YlBHt5bVy2Oa7b4XWXn+K3uSPltrdm/FsKP61nUtyO5pSXNNI97jnSUZU4PoeDQ7DHI/KqGdqZ9KqS6gy5CufpXjTw38rO2WG191iarh4XXnkEcVctRshjX0UD8hWELyae6zI/7tewA5Nb0DB4kYelc8qLjHmZlKi4K7Lifdp1IvC0orMgKKDSikAhooNAoBi0lOpp60CFoNFIx2gk9hmmlcENS8SYkMNjA456GpGbA55FZsfQn15qGa78k4DFT9a7Z4ZbpnVPDJ/CyzeMuw9RVHS0KLK/OHkLDP0x/SqN1f3ErrFHIAWOM4HFbNvt8hVHO0AZrndBpOT6GUqEoq7LkfNSVHF0qSsjMKKWkpABpKU0CgBRQaBQaBBSmkFHagBrVh6yvlotwq7pY24z02nitw9Kw9alAVlPTaAfxrajDnbTNaUFN2Yy0uZJ1G5zj0HAq8FBFY2nvhQD1Fa8MgY4rtpJcp2xSS0MDxlaG58J6rEBkm2Zh/wAB+b+lfPy19P3cCzwPC4+WRShz6EYr5nuLZrO8ntnB3QyNGc+xxXdQejRx4xaqQwUpNIKK6ThDtQaKO1ABmg0UtACZpvenUY5oGRMME1TkQyzxwAZLuqD8TitBwKs6BZC98VaRb4z5l5Cv/j4pDW5a8W+FP+EZ8b6jo1rHLJDE6tDwWOxlDD+ZH4VLY+E9du8GPS5wD0LjaP1r2T4iWRtPGVrqAGEu7cIT/tIf8CKW0uFCLWFSq4ux2QwsZ+82edW3w81ogGVraEem/cf0r2j4ZaO+i+HZoXnErNcEnAwBwKooVZMjvW/4UkAW6gz0YOB9eP6VNKrKU7M0nhoQhzR3Olrg70ltUu2/6atXeVwMzCS9uHHQyMR+dPFfCisL8TMXWsm2ce1c1q9wo0WJFz5rrtAFdXqseYjxXL6fZ/2l4m02zIyjXC7h/sg5P6A1z09XY6KjsrntUMQtvD8cIXaI7ULj0wlfGzf6xz7mvtG+/wCQdc4/55P/ACNfF5GSa9Fnk1By0tA4oxSMRR0pKUcUlMA7UUvakoAKKO9KaAE716n8JYVFtqc2PmMkaZ9gCf615ZXrHwlU/wBl6gxHym4UD8F/+vWVb4GdGF/iI9Hc/uzWFKmZZT3Fbrj5Kw73KB8dxXnzdj1DPEu0IT1ZjXT6Y2+AD0auQjzJfhf4UAH411+k8bh7A1nVX7uxnVV6bNWlFIKcK884BKWkpaAENApDSikDHU2ndqbQIcKhuiRbvj0qUVBdn/RnrSmvfXqVT+JFSP7tZeoDfOgPQmtVB8tZt6vOfSvSnsemyhAM6gVOMKpNb1ocx49RWBZqWuZH7niugtRjaKjdNGcleLL8Ywgp4pq9BThXmnni0lKaBQAhpKU0g5oAeKQ0tNPWkIUUGgUGgBp6GuZ1/JaYfh+ldP2rnNZTc0v1rqw27OrC/EzK0yYske7qVGT79K3bY4c1z+mkbcjsSv6//XrobQcZPWuqL1sdKJ5j8prwTxzbLbeMtQCjiRll/FgCf1zXvkv3K8P+JKFPGEhI4eCMj8iP6V10PiOfGL92jkaUUlA4rrPMClHSkpaAEooNFAAaKU03vSAUjit7wEit8Q9ADdPtsZ/EHIrCJrb8Ctt+IHh8/wDT/EPzbFMqO59BfE618zw7BdqPntblDn0DfKf5iuMguB9lQjhiQMV6P47UP4L1HPZUb8nU15VpxM0yk/dHQVy4hanp4d6WOst2PlDjtWz4XlI1d07NEc/gRWRCuIh9K1/CwH9suT18o4/MVhS/iI3q/wANnXXD7LeV/wC6pP6VwMByfc13WonGm3J/6ZN/KuEtzgVtit0Y4XZlfVOLdvpWJ4KXzPHFngZ2+Y30+U1ra3JttWOecUnwzsfM1q8vmHywRCNT7sf8BWdFXmjSu7QPSr4hbC4J6CJj+hr4vHLsR3NfYviKUweGtVmHVLSVh+CGvjuMYH4V3s8qoOpTSUtIyEPApM8UrUnagBaDSClFMAoNFNakAZ+avaPhdEE8Kb/+elzIfywP6V4seua9w+GuB4MtRnrLKf8Ax6sq3wnVhP4h2jD5aw7/AIYitw/crBvz85z0HWuCpsekZlogOoTH0c11el8M/ptFcjpMomuHk7OS1ddphBkcD+6P51Fb4WTU/hM1BTqaKdXnHnCUUUUAIaUUhpRQJinpTaU0lADu1Vrw/uPqRVg9KqXp/dD/AHq1or94i6XxoiT7lUL/AIUmr8f3aztRPy4r0anwnpFSzAyx9WrctuCn1rEt42jjjZlIEmWU+ozj+lbVsc7PqKzgR0L4p4pop1ececBpKKKQAaQdaDQKBMfTe9L2ptAIcKQ9aKaTQAtYes8GU1t1geIH2I/rtH8q6cN8TOnCv32c/or7pblT0VwRXU2vSuR8PRyvNeSBSY0Cbm9CScV1loeMV12tM6k9WTy/crx34pw7dbspsf6y3IJ+jH/GvYZj8teV/FZONKkx3lX/ANBNdNH4zHFK9JnnHakPApaQ9K7DyhO1LSUCkA40lHejvTACabnkUrU09KQx9avhKQxeNNEkXqt/CR/32KyRyK0PD0qW/ijSZnOFS8hJPtvFA1ufVHjQA+DtTz08k/zFeV6MoZh7V634ms21DwzqNqn33gbb9RyP5V5HoL5ZPcVz4lbHpYY6tOI6veG2I15BnqjD9Kzy424q94bP/E/h/wB1v5Gual8aOmr8DO0v13afcL6xN/KuBgOPyr0KZd8Mif3lI/SvO48jNdGKWxhhXuZOuy/Jt9q7T4f6eLPwykxGHunMp+nQfoP1rg9WRrm5it0GXkcIo9ycV6/ZWyWdlBbIPlijVB+AxRho7sWJlsjJ8ZyGLwRrjjqLGb/0E18jrwDX1T8S7z7F8O9akABLweUAf9shf618r11M8+puFA60lJQZCnmkpc5puOaQCil70lLQAU1qCeaRqBiHpXtvwzfd4Ntx/dnlH/j1eJ44r2D4UzB/DVxFnmK6bj2Kg/41lW+E6cK/3h6E3CZ9qoWlgmp6olrJny33b8emDVyU4iP0qz4Vg8zUZ5yOI02j6k//AFq41HmqRR6FR2i2cDp8Mun38tlKMSQyGNvwOK7HSOWlPsP61Q8X2AtPFiXKjC3UQbj+8vB/pWjo4+WU+uBUYpcqaIlK9Fs1hRSdqM15Zwi0ZppozTEBpQaaTSjpQApNIKCaTNAhxqpe/wCpH+8Ks5qC65gb2wa0o/Gi6T99FeP7lZ1+ctWgh+Q1VSI3OpwxD+OQD8M16ElfQ9J6K5talpIj0G1ZF+e2Qbsdwev681mWL5kVfeu4kRZI2RhlWGCPauHgha31J4G6xuR+VaYmCh7yOalO8Wmai9KdSDgUZrxjlFpKKSmIU0gpKFoAeTxTaU02gQ6mk0ZpCaAFzXL+KpNhT3SunrlvGCkpbBRlnJQfXIrfD/HY3w7tM2fA+kJL4VuXkXDXshwfZeFP55qtGrW87RSDDKSrD3rtdKshp+lWtmowIolU/XHP61zviG38nVFmAwsy5/4EOD/SvWr07RUl0NaU7zfmUpT8teZ/FQj7Jpg7+bJ/IV6VJyma8t+KkhMmlx54Akb9VH9Kmj8aLxL/AHTPOu9BpKM12nkh3oFGOc0UgFoPWikPWgBGpO1B5oA4oGKp4o8wwyrKvVGDj8Dn+lIDzTZBkH3FAH2lZzC7sLe46iWJX/MA15BfWB0XxNd2YGEEu6P/AHG5H+H4V6b4SuheeDtFuB/HZQk/XYM1zfj2xC6hp9+o+9mF/wAOR/Ws68bwud9CVpGbnCVq+FV363u/uRMf5D+tZJ4hGa6DwZFm4upT2VVH4nP9K5KKvNHZWdoM7GvPHUrNKMfxEfrXoZrhpY/9Lnz/AM9G/ma6MQtEc2G3Zj6NbfbPGlmhHywkyn/gI4/XFepVw/ha3CeKLuRhybf5D7bhn+ldxV0FaBGId5nBfGGZYvh1fK3WWSJF+u8H+lfM5r6D+OVz5fhG0gz/AK27Bx9FP+Ir57JrU4qm4tNNLSEZFBmIOadg4po7Cn0ANp1JS9qBjD1pDSE80mTQA/HFel/CKY51aDt+7k/mK80z8teg/COQ/wBs6lH/AAm2Un676zqL3Wb4d2qI9bm4izW74VhCaY8uOZJCfwHH+NYdwh+zk4rd8JXKXWhK0fRJpIyfUqxBrnoR9+53V37tij41thImnzY5SVlz7Ff/AK1VdLXFs59W/kK0PFEyvJbWoOSCZG9uw/rVa1UJbqB3yawxz0Zm3aiTmkzRSGvLOYWkzRSUCCnDpTaUGgBTSUHpSUCFqOUZhce1PNMblG+hqofEio6NMpL9w1Y8Pxebrpc8+VGW/Hp/WokTKmtDwvAftV5MT0Cp/WvWgrziehVdoM6eub1O2EeuLMBxJFk/Ucf4V0hrJ1jG6H+8A39K3xa/dNnHF2M7NGaTNJmvnzMWkopKYgpRSUA4oAcTSUUlAhaSikzQMWqd3Yfb9S0pSMhLsM30AJ/9lq3mrWmuF1CPPfIH5Vth3arH1HF2dzoaxvEcCyacJON0bgj8eDWzXOeMJGWwsYkPzS30S/gMsf0WvfqK8GjSLtJMxZB8mK8k+KUmdXsI/wC7bsfzb/61ewtH8ua8m+LVqUvdMusfK8bx/iCD/Wuaj8Z0Yr+Ezzk0gp2Mim9K6zyh2KKWigBKaetPFRMecUDFNKAMUzmnjpQA3oaUkZppOaTvQM+pPhLfC9+G+mDktbh4G/4Cxx+hFa/jCATaMnHKTow/Uf1rkvgZLv8AAsqZ+5eyD8wprq/E9wpWCzU5Zj5jewHT8z/KpqP3WddHVo5SRD5eK6jwbFtsLiQ9Wlx+QH+NYUsY2YFdP4XTZpbe8rH9BXLQXvnXiPgNuuLnjKXkyt1Dt/Ou071yeor/AMTKb/erautEZYZ+8xmkzpa6osj4CupjLHtkgj9RXX5rhpV4II4Nbnhu/e6tZbeZi0tuQNx6sp6fyI/CpoT+yPEQ+0jzX49XK+Vo1sG+YGWQrnt8oB/nXiBJBIr0n42XDv45aFmJWO1iCDPTOSa82fG+tzzp7gvNOxxTFyDUgpkDQMtS4pQKKBXE5oo5pDn1phcYVBNNwR2p5OOtNMir1ZfzpDFB4xXoHwiX/ipL09haf+zivPBIjfxCux+GN49r44tY1OUuUeFh/wAB3D9VqZ/CzWi7TR70VDR4PSszwXqa6L4d1aK7OZbfVbhEjz8zbiHX8Pm61rD7tZF9pkL3n2tFCyPgSH+9jgH61ywly6np1Ic9iWOSa6me6uDulkOT6D2HsK0lO1EH+yKpomzC4q03O0AHpXHinpqRiNIJEtFImTxg07ax7GuA4gpKdsb0NJtb0piEoFLtPpQFPpSASilII6g0lACU2nGmk801o7jQyMALWhoZEV3NH/fXd+IqiowalguDbXCTYzt6j1HevYh8SZ6E480LI6gkAEngCudvLr7VK7r9wHav09asatqSG0iSF8icZyP7tZmcR4Aoxs7wcUc3JaDbHg5FL3qNMjscVNtb0rxjASkpwRvQ0mxvQ0xCUUu0+lG0+lIBKKXafQ0n1oAKaetOppoGNY4ohn8q5ic9FYGmv0qrM21SaqDs7jR28bpLGHRgysMgjuKw9d8me4toyNzwMZBz90kEfngmqGj6o1oLuBzuRU86IHsScEfTJFIjtKWkc5Zjkn3r3pVeaKt1OmnT967EcDGK8w+L08a2WlWuB5rSvLn0UAD9Sf0r1B+BXjPxcLnxHYZPyC0+Uf8AAzmopL3isU7U2cBikA+anA+9HHrXUeVcCKTBoyPWkyPWmFxelMIBPNOPH8VMLAdWpBcQqR0oBwKaZkHc/gKBKD2b8QaBjiBTec4oLDGc1A8hDZHIoGe3/BjxBb6Z4a1mGVwZVuEeKLuxK4/L5Rmuyiea6ne6uG3SyHJPp7D2rzzwBpCWeji9l4N24ZfoeFH55r0tI/LCgVy1Z30PUw1Plimxki811Whw+TpiZ6yEv+f/AOquVlYZNdpY/wDHhb8Y/dr/ACp0FrcrEvRIs1yt+f8AiZz/AO9/Suqrk9VSWDUHdx8kh3K3Yj0rSt8JjQ+IxdVv2tJosIWQth9oyQD3rV8NvjWX2n5ZIDkepBGP5mobrW7fw7o+pX0zRmTy90Kv/wAtHwQF/PFY+g6k63OmagHUxvhZNvTDcH6YJ/SsY+60zomnKLVjP+Mfg2yubM+I1mmW8UpCyZBRl57dQfxrwSZishyhJFfUnxTjMnga5I6pKjfrj+tfMVyd0rIACyk813KKZ5soplI36IMmJ8eoxUf9rQj/AJZSfpTZlKjGP4u/WqMkWXwDj2puJKhHqaB1WH/ni/5imHVFIysB/Fqz0jcM2D060jEqdzDhu1LlH7OJoNqRCqwhzk4xu6VG2qnp5Az/AL1MhdGR1PynG5TgHJxVeaRXbIUBv4j2/ChxQKEexZ/tB2/5Yp+pqRZLiTlUQfQZNRWFqbiQYx710lrphGOCffFNRQcq6IyUScHDEMfdf8K6j4fyvF4+0fcmMzFSR7ow/rVWSzPJBwaveGF8nxnozjAC3cYP4nGaUoqzHGK5kz6IXkVWuMMGX86sI2E/CucE0r6vdPHITDHhZFZcYb2Pf3rzz1krmos3yoTyehrH17xrZaBKEntLqU7Q37rHfPqfapzPsmcbhgHOPc1xvxEsZ44rW5lRlWdTtLd8H0/GkqEasrSMMQly3e5NN8aLRM/Z9DuXx/z0nVf5ZqnJ8cpQDs8OxD/fuz/Ra8ykwxOF5AwcVVcYABHfvWqwFFdPzOGx6Yfjpe840G2/7/t/hVKf42a9I37nTtOiHursf/Qq83ZCWwDTVVhn5ulUsHRX2Qsj0FvjH4oJDKungenkH/GrEfxo8QxlN9hp0wPX5HX+TV5ozMhycHPaphcIInDNtA+YEH6U/qlF/ZA9UtvjtMrhbvw+pHcw3BB/Ij+tdFZ/GrwzcBRcw39o56hohIB+IP8ASvAHm805ACg9T3arVpAZmAA/Ss5YCi+lgsj6TtviN4Ru8bNagQn/AJ7I0f8AMVpR+ItBnGYtY09h7Tr/AI187W2nHjgmrbWSHIOOfUVk8th0kwsfRyOkoDxurowyrKcgj1BpsxC4yRk1leFmz4X0vti2QY9MDFVPFGpR2ctqjXPkyO+UypKnHXP51fL0R6UWrJssX1ybWMkHBLKFz2JNW9a1WHRdPN3NHJIu4LtjxnkH1+lYmrrPcJafZjmYXURyPQOMn8uan8YhZfD88YPK4Zfw/wDrGo9nGb5ZbCrQTgc5P8YtOgJWLR712H96RVFUJPjgykhPDoPu92f6LXm14AJmVhyeRVGQEMxxzWywFFdDzrHpb/HS7ydugWw/7eGP9KrXHxw1d/8Aj30exjz/AH2d/wCRFeZyLnpgVHsYMMNimsHRX2Qsj0NvjJ4mf7sWnKfQQE/zNOj+MviVEZnt9OlI5wYmH8mrzp9w5z0p0M4VgSABnDewqvqlL+VAeoRfHLUotv2nQrV89fLmdP55rdsPjjoswH27TL62PrGVlH9DXh0twCWVPmwThj/DRAhdwByTUSwNB9AsfSNr8UvB92B/xNDCT2mgZf1xiteHxZ4bugDDrmnvn/psAf1r5ytdPYgHFaS2KqgDDjrzzWLyyn0kwsfQJ1fSXHy6nYn6XC/41UudS0/AC31oc+lwv+NeE/YVEZAQEE8nFRQxpHdKrKnB64pf2Yv5ho9+BiZI7hXRlK4BVsirWk3BudPExIILNgj0BNcfpNwsXh8MmBEiuTjoDk5re8NSTReE7FrrKyGLcQ3UAkkfpiqUeX3ex6cI/u0zYlfoB0rxL4v3ckXiezURhlWzB+9jqxr2Rpx5e4nA65PGBXz98Qtai13xNPc2xzbRKsEbD+MDOT+JJrehG8jnxVuSxyp1dxn9wv4tSf2vIeBAmfrVeePL85BqLyh5hBbA9c11cpw8sexcOpzHOI0BH1o/tCfy9wVCdwGADVFty4fIPtU9tOoba/CsuDg4PFFkHIuw59SuFOCqA/Smi/uGONyj6LUMkxcAcEjjf3I9Ks6daNcygANwfShJXHypLYkT7VKM+aR7Af1q0ltMhHzPk+pzWzbaXgDAz9eKsS2i9CcZ4GaqyFYwJY5gpXhsfhSW9pNcSLGqHcxA45rUubchQMEYHGa0fCVstz4hs0YqB5mTuOBxz/Spkla5UYJtI9OjK2EWhacoyplSPHrtGf5iuxmcKQO9c1BZpd+IILhgDb2ALIR0eU8fjgE1qT3Ba4Ayc4+6O5rznc9dpR0LDcvtHU138KbII0/uqB+lcvo2gzPMl3eAogIZYz1Y9s+g9q6ztXTRi0rs4q81J2Qdaq31mt5bNE3BPIPoatClrVq+hinZ3R5xqlgbsvo91bPKXPMackjrke1Fl4VvwVtrdZoIO5lAwvuO+a9F2ru3YGfWlrJUVfc3+sytZHK+PYG/4V/qCM5kZIlJc9SQw5r5Ru3/ANJkwMHdivsfXbMahoN/aEZ82B1H1xx+tfH95bBL2VCeMkYroicsiiyM6J7HOBQ1sr5O3aRzmtO201pVXGPTGa000VPLUvz7VZFjkGs8Z4/PvVGfbuIB6cV1Gq6X5IJXt0NcrLG6khh70PYcdyIHFWpSJrlnEccW5s7EB2r7CqtWkUmcEY57VESpM6fTIkS3XYMN0yK3Lc4hJJzjqOtZGm/8e6r+dbSSqFCCMr+Oc1ZCIyBJIrnC8cDHSqk00ttNFcQtsmjYOrY6EHIrRUIX2DgZ4qrfRB0OBtHago9j8KeJovEejx3gASVT5dxGP4X9vY9RSa7eR6btKpK7zNxgAIPqeua83+H17cWeuC3hDOlyViaMHGSTwR9M/wA69hk8N6hdoVuLOJlXoHcZ/CuKpTcXoj0KNaLXvMq6DNaR6pb3UgjeGcbC0hB2N2PPQ54/GqnxnhLaJYTAcpKwJ+o/+tWlpvhG+gv4ZjGkMcT7/mYP+g61f+JOmjUfBV2MZaDEw/Dg/oTWlJNLUxxLi5Xi7nyu5w7Y9elNYFlU+9TvGPMZSfzqaGyeQDAH0zW5ylEwgk8EEetRGDGc/rXRppQ2Avz7Vn6hYCLJH50AYMxBzgVVONpjPc8GrciFcgmixsze6hb268GSRIx9WYAfzpDAINwA428VtaeFEfTkdxWdd2sllqE9tKMSwyNE4/2lJB/lWjp5wuO9Ajbs89MnPbHepdxkILDocYFRQybI9ojH171NuywG05I59aYHoHgfxD5sf9kTn95GC0DH+JepX6j+VbXiexW7htL/AO8bKQyOgHLrjkD9DXli3ElnPDcwP5ckTBkbHevQtK8V2euSWtohxdXJCGFlOAx9/SuapBp80Tso1ItcsyxZXa6lEZkHlzRtvCbunpWjc2N3qmjXVxFFmAQPlieOmTj1qd/Bl35v7q1jizwWWQBa7Ox082+kJYzsr4jMbFFwMHiphC7uzSvVjy+6z5F1Li7IPaqYLMGB9K3fFWntpviC7tW4MUhUj6GsqK1LsduPrmus88q+UCoBU5pjwYb+tbsGlFlJbjvTbrTFWLKjt0oA5yYBTtwCRzxVIna+4jir9xEUkPPFUmTcdo9aQDoUHlZGTvJIrT05VEgyAaS70yWxsdPmcYju4TNGfYOyH9Vp1jlZAaEBvW3Dg87Txz2q87Nny+xGc9zVO1fad2wMTxyelW/MyhJXB7UwF3YTCg4x0PasWbf9rG315re6xnAIz1z2rMljVrkFeuRzQM9c07R7vUvCOnmO2YWcy/O0YLM2DyMdgSK3ZkuDG48iRFRC7bkICooyT+ldH4JhWDwdpir0aLf+ZJ/rW3NEs0EkTfddSp+hGK53STdzqWIko2sfMfjPx9PfxXGlWCNFAx2yT5+aRfQDsP1rgdvmRdQec8cVueIbEWfiC8tyCDHKyEY9DUNtp4lTJYD8OK6IRUVZHJOTk7szDCGHzBdvqBVd7VQTkgD612UWkRiMcbjnoKztV0uNUZlAwOcelWTY424KhyAPu8ZFVqs3ELRyMCarVnIuOxblke4lDykbsKMgAcAADgewrpNJRRb4C59xXNKMuhzjjGa6nSwRCB71aJbNq0UhCBkkdMd6CfNKu4J9h2p8cjhFXy1x6gc0/IZyMcd8dqAM69BKHqeetUNNVvti7slM4z0ravVUqwbABGMVBo9t5uoLF1LEKM+p4pDPo/TfC9pJo1jvaZJvs8e9lfq20Z4NblnpVnYfNBCokxgyHlj+NWok8uJE/uqB+VPrFRindI1c5NWbFoooqiQooooAKKKKAA18peKNOWy8Y6lbFMCO4cc9MZP+NfVtfPXxasxa+OJpQvE8SSD34wf5VURM5eCCPyxjHy9qvxOhG3pjknNZETsQpHTGCKsncsbYG4Y7+tWQRagiTREDv39TXC6rB5UvQ/NXfsD5G5h16k1x2tfvJNqqPlPFAutzDijLsQB0B4re8S6HJ4d8QTaex3GDaMkY6qrf1qPwzYG/1uytCpJnuIovrucD+td38aLEx/Ea9IT5ZFikGOw2Af8AspqVvYqW1zm9Ol2wjIznkVrec23IAA+lUNOiHljAyAMAg9Kss3mbeRgHkd6okuQEgnnAPOKivo8jexAB6YNIV+VG6MTyafcx+YvPTPNAzc+G1t9o8c6aqgsBL5mfTapbn8q+k68J+DkKN4qlO05jt3cH0JIH8ia92qJbloKr3lst5ZT2z/dmjZD+IxViipGfIN9ZfZdXnt3XBjkZCD6g1cggTyxgAY7V0PxP04af44vMJhZSJlwOu4c/rmuVjdiqkZ9xVkmrG6/d6dyc1QvFWVCMfjTwG2EjnjkH1pMN5OWH1oQjlL6Eo4GODWv4FsftnjPR4QM772Hp6Bgf6VS1DLSEdBniuv8Ag9AJfiNpa9QnmOfwjb+tJjRnfE7TDpvxC1qPbhZLkzr7iQbv5k1hafIVx7DpXp/x503yfFFleqvF1abT7sjf4MK8xsEwQvQmhAzYhlYoAOB2qWN+Q27GOKhJKfLyu4flT4AOh5GO/rVIRech4sluF6D1rW+H0Yl8c6WqDGyYN+AyaxIRmLaTxzzXS/D3bF4303OFBk2/of60mNH0VRRRUFHzv8Y9LFp4ya4CELdRrJn36H+VcdaQR46AEivZPjXpwl0mxvwvMchiY47HkfyrxaJjyoyKpEs1YysPGPYc026Kn5R8xxVaPcwzzupyhjI3GAKYjA1G327mUcVlQxBpkGO+a39TJHAH1rIhTbIcHnHFJgei+OtBNr8N/BN6EIY2zxvntvPmD+bV51aErJivpD4l6X5/wghKr81hHbyjjoAAp/RjXzpDHtnJIwOxoQ2bcEzdhzjmrG8liGaq8QKwh9vvkc5qROZd27Oe9UhF+Jwybd/Ucn0qpIEWcL1zxmpY+Jjt6Y6CnsgEm7HJINJgfS/hiIw+GNMjbqtrGP0rXrN0Bw/h7TmUgg20ZyP90VpVBZ81fEyx+yfEG/yuFkZZQcddwBrHtliKYOM9R713/wAarIx65YXar/rYCufdT/ga81iJ2KemDWi2Ie5sRTKPlO3Hc1UvNsqMuOP1xSKDs3KR059DShGFvk0xHD61bmIghepxmsmKPdIARwOTXR62S7lOi544rL063MtysQAZnOxR7ngfqRSaBM1vFWgf2FPp0a5/fWFvcHP954wx/Wp9MdhCDjII79673446R9k1/S0jACHT44x6fIxX+q1xmlRZQbFBx2NNbCe5fMknl5c4qWJgHyWwSOlVm+YbDkAN0x1qbH7gZPOetA0SXiq0e5mB4xtq74MtvtnizS4kXcjXMYcY/hyMn8qpzIHi57Y/Gup+FkQbxzajYMASN06YU/40mNH0JRRRWZYUUUUAFFFFABRRRQAV498a7ICTTL/GMq0RP0Of6mvYa8/+L1mLjwcJv4oLhWGPcEU1uJ7Hh0Co6c8r2qc/cwvKmqlmSZBtYbR2rWij65wcZ61oSVZHBGwngcY9a5vV7JcFweoP4GullQnIUfN7Vm30B8oqx568igViL4XWb3HxG0TgFFvFP/fIZs/pXe/HG0z4xtJMEeZZJkgejsP61ifBy1H/AAsWxLLnYs7DPqIyP611fxwiP9vaVJ0BtXXP0fOP1qftD+yecWgZIkKHscgdzUzEB+EOMflUVsu5gu3HTkVNcKdrEZwDyxPFUSCD5VBPI7GrTrmIcAkDnms7EgbJ56CrhYbPl68UDPS/gxYM15qWoEEJGiwj3JOT+gH517F2rifhbZfZfBUMpXDXMrynjHGdo/Ra7as3uWgooopDPGvjbp4W507UAMb0MRPuDkfzryyDa689Ole9/FuwF54LeXB3W8yvkdgeD/MV8/QHLjDYxzVIllzop29Bxg0FtoCnPA4qxEo3dQRUcqEkjGc9KYjJvYFZSwHPcV1/wTgDfECKTukEzD8gP61zc8IRCpOc113wci8vx/D7wTY/IUmNHa/HXTvtHhaxv1A3Wt0FP+64I/mBXhVmgSYjJGcgZ7V9N/E+0F58OtYXA3RxCVc9irA/0r5niG127+x7ULYGaCkhMEZwOD/ShSSQSMcYPNLGP3O7HJPQnrUbxtvYZxxVCL0BUZ+YY6V2Hw4s/tPjmzJwUhDynj0U4/U1xFs2xiD+nWvTvg/bF9evrggbYrfaOehZh/QGkxo9moooqCjlfiHp41DwTqCYyYlEwH+6f8M182xY8wqDn/CvrS9tlvLKe2YArLGyHPuMV8m3kJtdQmtzlWVyuD25qkJlkKoPycE85pAxUMx4yecU+FcquWBI4qWVfukdhk4FMkzrqJJVORzjisiKANfxoRgFhW88JALngdhVAQD7WrgYAPWhjPqvW9MW/wDCt7phAPm2jRD67cD9cV8jJEQ6swII6/hX2ZDzAn+6P5V8leILP7B4n1O16eTeSoPpvOKSGwjyOnzKccZpSScgDjIwc4ptsNzdMY7+lLIpIUjgZwD1qkSWIiu8fNj1q3tMrL5ZyWPTFZkYKSKxIPOa6Dw/bm+8Q6bAo/1lzGpye24ZH5ZpMZ9H6dbiy0u0tQAPJhRMfQAVbooqCjzT4y2Im8N2t3tyYJ9ufZh/iK8YtSrKcjjpg19D/EWzF74G1FMZKKJBj2Ir5ytuZeGI2n0q47EsvkHadox2xikZtuEIPA4q3Co3ZzkfSoZUZiQBy3SqJMDVLVGQsBz0Iqn4O083XjLSohnab2BAPX51P9DW3dwbUZSffirHw4tAPiJo4YfKLwEZ9lY0nsCWp6D8ebXzLnRZMZzHMh/NTXl9oiiJVDbSp9f1r1/45xbrHRXxwJJVPHqq/wCFeRWwLFVABFEdgluWHZgwO0A9/ekTCryRnqOakmQlWC4wO/c1U2EDO7PA60wNIYMe0OCRzzXd/B7TWm8Q3d+y/JbQ7VI/vOcfyBrz5XBhx3A6CvbfhHZGDwtNdMCGuLhsE91UAD9c0pbFI9BooorMoKKKKACiviD/AITvxh/0Neuf+DGb/wCKo/4Tvxf/ANDXrn/gxm/+KoA+36K+IP8AhO/F/wD0Neuf+DGX/wCKo/4Tvxf/ANDXrn/gxm/+KoA+36wfGdidQ8H6pbqMt5BdR7r839K+Pv8AhO/F/wD0Neuf+DGX/wCKpreOPFroyN4p1tlYYIOoSkEf99UAdZbRlZSmRjNa8ZVY/vDt715R/aV8Dn7bc5/66t/jS/2pqP8Az/3X/f5v8avmFY9QMwDEDO7GM5qhOC2Q3J9jXnw1TUB0vrr/AL/N/jSf2lff8/tz/wB/W/xo5hWPaPhcRD8R9OAHDxzL+af/AFq6n44xEPo02M7llT9VNfOVtrWq2dylza6neQTpkJLFOysv0IORU994m1/Uwg1DXNSuxGSUFxdySbSeuMnipvqO2h2doDHGDkZ96scFjk8HqK84Go3w6XtwP+2rf40v9pX2R/ptzx/01b/Gq5hcp34QjbvyR1471IjFRtxyegxzXnn9pX+MfbbnHp5rf40q6pqCMGW+uVYYIImYEfrQ5DsfcWg2I0zQLCy7w26I31xz+ua0q+IP+E78Yf8AQ165/wCDGb/4qj/hO/GH/Q165/4MZv8A4qoGfb9FfEH/AAnfjD/oa9c/8GM3/wAVX2H4LnmuvAvh64uJZJp5dMtnkkkYszsYlJJJ5JJ5zQBP4k08ap4b1Gzx80tu4X/exkfqBXyui7Lgjd1NfXbKGQqehGK+T7+E2+oTRtgOkrLj0IYjH6U0Jk8TIqde3amPLh/lXPemxbgBuwcc4FJOGyCDgVQiKQYcjOSea674YMY/iFpgxnekw/8AIZ/wrjw2WHPPrXZ/DEb/AIj6eeyRTH/xwj+tJge4eJbYXnhfVbcjIktJVx/wE18loC7IcdhX17qrMmkXrINzCByB6naa+SokPlBu4JyPxoiNllScFc/L/nNKV3hQDyD+dORc4OMH6cVIUG0uAP8AGqJI1Ug4xyDk+pr2r4O2ZTRdQvWXBmnEYPqFX/FjXjiryDjHvXvXwvt2g8D2zMCPNlkkH03Y/pUyGjtKKKKkoK+aPiLpw07xzqSA4V5fNGOwYBv5k19L14N8YLYx+MBKRtWS1jYHPXBIP8hTQmcRblQASefapJZR1Az25qvDuIzlcY4qeQEx4Xg1QiGViQHbjtioHBWCRz2GacWwME5+tLNzalB1IxSA+rdOYtptq56tCh/8dFfNPxLtvs3xB1mNV4eZZf8AvpAa+l7Fdlhbr6RKP0FfPHxRDy/EfUg67cRxBfcBRSQ2cnb5RF5578dql4IYE9e3oabGuVwQevBFWAgbjgkd/arJIVQrjODxgE9K7X4Y2bXfjayDKSluHmJPYhcA/mRXIKmcjbnFek/B+3L+Ir2f+GO12592Yf4Gkxo9ooooqCipqVsL7Sru0bpNC8f5givlfyDBfPGxwQxB/rX1nXy/4ggNl4ivouhW5kUA+zGqiTIInRIjz+VRNNiQhVH/AOunwDcgLAdO1VrguJsg4T17VYiCYclThj6Vp+DCYvHmgMMAm8UfmCKzC25wcDd3rY8HgN8QtAGOl2P/AEEmpYI9K+NkJbw7p8wHKXRX/vpD/hXi1ohRCeQx6V7x8X0D+DoM9r6L+TD+teIRRlWZMBh3Apx2B7ikjeGPX+YqLy8Zb7y5zj+lWwgICfezyPrTfL+crjcB6d6YiuGZMnHv8vSvpbwfp/8AZnhDS7UrtZYFZh6M3zH9TXzzYWrXN5bQoOWlVMEdMkCvqBECIqr0UYFRIpD6KKKkoKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvt/wJ/yTzw1/wBgq1/9FLXxBX2/4E/5J54a/wCwVa/+iloA6CvmfxtZG18davbhQrGfzY+f4W5/qK+mK8M+L8MUPi+wuI41WWWFN7gct94c/hTQmcSE2oC4PA7etUZ5S7jsPQVoXPCkVlSAKCRwc1Qgzg5P6V3fwljMnjyBxyEt5ST+AH9a4PorfSvQPg7/AMjqf+vR/wCYpMEe8zJ5sMkf95Sv5ivkGKQsJIzuIEjDP0NfYVfIlwAutXiqMDz5OP8AgZoiNlmFSVQnBHpUwYKSoGc+tMg/1Z+v9KT+A1RJKowoJwAozX0l4UtvsnhTS4cdLZCfqRk/zr5qJPlqM8MOfevqSwAXTrVVGAIUwPwFTIaLVFFFSUJXkHxttQJdHvSo2HfC5Jx6EfzNev1wXxZt4bjwRK0sauYp1KEj7pwRxTQM8QghdY8MOPb0qO5lCgqvA9TViBi9hA7HLMnJ9elUJAGlYnk1SJIyeBk1JCPNkRBySwAB+tQjkAn1qxZH/T4P+uyf+hCkB9YwqUt40PUKB+lfPXxcYw/Eqf7xD2kTYH4j+lfRK/dH0r5/+NSj/hOLZsc/Yk5/4E1KO42cTbqSGAP51a4QA4wfaobf74/z2qVv9Z9askcPmZiAAGx0r174O24Gn6lc+sqRA/QZ/rXjqMRuwe9e4/CED/hDpWx8zXj5PrwtJ7DR39FFFQUFfOXji3aPx7q8ez5/PEi5HUMAa+ja8K+JkMafEXzFQB3tlLEd8AY/kKqO4mcqqiJctkADgDvVG7lLOo6Cr8zN5XU9P61jvwc9xVkgqnf2FdJ8P4TcfEXR1wDtZ5SPTauf8a5qL5gc88V2/wAKEU/ENCQMrayY9ulJgjtPjZceT4SsIwcM+ox4A74VjXjsA3yE/dyM+tev/GlQ2gaaGGR9r/8AZDXk1v1jojsD3JThVUnkjqBTSxZ96gZC9aWTqG7+tMj/AOPll/hx0pgd78NNGiu9ejmmQN5EZnH1yAP1Ofwr2qvNfhaq/adUOBkRwgH0HzV6VWctykFFFFIYUUUUAf/Z", "path": "000122.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.
000123
Men Tshirts
{ "bytes": 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", "path": "000123.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.
000124
Men Tshirts
{ "bytes": 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", "path": "000124.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.
000125
Men Tshirts
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cKcpSuE6kYxsdJqfw/wBJ1sefmS1vWALzRHIY47qeK4jUfhxqds8g0+5tdQ8sndHG22Uf8BP+NevW74AGetPuLa3uSPNgjkK9GZeR9D1rocEzmUmeXeH/ALRaWyQ3drIk8Yx5UoKEfXNZ/jTUfFUVnEujpFhztcpyyenXtXaeLbX7Ff211EuI5U8s4/vDn+R/SsS4mxbE55xUNWOiMnJGF4S8Py3Mv22/Y3NzCFBMjfxdz+dd1qLSWukTTE7pEjYqqL3x0ArnF17SPDOkKbq5Jncllhj5kc/TsPc1zN/4m1PxLbt5Uz2SJyscLnJ+rdaFByJnJR0ObcSCRxIGWTJ3Bhgg96VT0qlaSNvlgfezoSSxyep7n61bB5qGraDTvqWUPFWYmqmrVPG3NSM2LU9BSXbZunIxxgfpUVo4LDmmzsDdSd8tXNX+E6MMveGM2HY966f4fH/isLYY/wCWMn8q5Xdktha634fk/wDCXW4wP9TJ/wCg1jR/iI6a/wDDZr+Jgf8AhJb047rz/wABFY+5lHysMn3re8Spu8Q3ZLFRle/+yKyDBGQR5qYPqa65v3mcMfhRW82XPDfrTTcOOuPrmnuqI+0Mze6jIpogEmcSY+q1PMUNNy4OD0/ComlLH7nFT/2c/VXQj0FRtY3C9FP4f/rouBAZFB5QD8Kcp82RY0jZmY4VR3NDW8y53K2OvINdf4L0JDGmrTjdu5tx2x/e/wAKcVcTdjpND0pNJ01IMDzD88pHdv8A63Spr6XZCw9RVpnCg1jX1wDkZ4roS6GaMe54GfTmsa48EP4vtts1z5FosoLnbuLcHgfnWt5L3t2lvH9+Rto9veu1t7WOytI7aIfIg79/ertYmcrKxxPhn4WaP4Yu3u1uJ7svCIzHLgJnOS2B/kV1C+G9MkG7yCueyuQK13XMWBShgBiq3Mk2tjOtNJsdNO+GL5scMxyRS3kUeoWs9rcRh7eZGjkQ/wASkYIqxdPggYpkf3ST0osDd9z5L8SaHqvw98VhFZ0MUhktLkD5ZYz0+vHBFdfpvxL0u9hVNRWSzuMYYhd0ZPsRyPxr0/x5pNjrlnY2+oW4nt1vowy5wQHBUkEdDyPyrzbxP8GbLTrKbUbHXRb2sa7mS9Qtj0AZeSSeAMZJNNwUlqOM3HY1ofF3hwIW/tm19cbjn+Vc5deOdHv5jcX8skllE2YNPiXc0pHR5D0A9Fz9ap2HwV8V30EM7fYbZZUDbZ5iHX2KgHB9q6HTvgFPvB1XW41T+5Zwkk/i3H6VKppFutJnF+IviJqmuRm1th9hs2+Uxxtl3Hozf0FdJ4B+D93rXlajr6y2enHDJbfdlmHv/cX9TXqXhv4beGvDUwntLEz3Q6XF43msv+7xhfwFdsgxzVpJGTberKsGj2Melppq2VuLBE2LbGMGML6YNZw0GXS8f2Wd1qP+XORvuD/pmx6f7p49CK3tzZpyg+tUpNO6E1cyIJo7nI/eRSIcMjrtZfqP8irqbcYPP4VZeCOUfOoz69xWRdmewYyyndb55mH8A/2h6e/T1xWinzbmbi0aKsF+6SD7U9biRTg4P161mGRgcknpwab57jncfxq/ZXJ5rG2lwjHBO0+jVKDmueNwWHzHNJ/aEtupKSZH91uRUug+hSqHK/GzWPsPg5NNRsS6lMI8f7C/M39B+NeZeD7XM3mYwEZUH5810nxLgvvEWoQXsah1to9kcKnnJ5J/Hiqfhu0aztbcSKVbIYg9ck1yVIvnSZ20rclzT8Y/8jdqf/XUf+grWHW14yP/ABWGp/8AXUf+grWHmspbkrYMijNJSVIwJpp60pphPWgCzZ2N1qVx9ns4HmlIztUdB6n0rtfDfgJLu3ivbiWOVGJwGBK5BIPy8E8g9SPpWp4FsY9K0yK4dQJ7ob3b0H8I/r+Nb2iSCzvdT0xuBFObiH3ily36NvFbxprcylPoWYdJmgiWJdSmSJeBHDFHGo+gCmrCWUacs88p9ZZS36dKt5BXI6UnUVpYzbIsrScUMvNMwR0piI5Yw3Tg1g69o1lrVpJp9zs84p5kbAAyRkHh1+h/wroDnvWAjF/HNyBnEOmxj6b5WP8A7KKYGRodrZ39tJDc6fDHf2r+VdRrkDdjIYf7LD5h9cdq2YtLtYWBitYlPqE5qtrsUml3kfiG3QkQr5V6ijmSDOc4/vITuHtuFbaTLJEsiMHVwGVlOQQehHtSsgu+5g+IZZrewjgtTi+u3FvbZ7MerfRVy34Vc0ywh0qygs7cHy4UCAnv7n3J5/GqGmhta1ifWW5tog1tYjsVz+8k/wCBEYHsvvW6IyvNAXKVzePbaxpfPy3DSwN9dm4f+g1vQybjXNaxEZLnSGUcx36N+Gxwf51uQuAooGSatp0OrWLW0xK87kcdVYdDXkvjC01XRNOvBbPFLcxLkKOcrjOfrjnHsa9g35xisDxLo0195dzZxB5WxDMgxyv8L891P5gkUmilJo+WLK7uL68JkaWa4lPJPLMa9U8M+DLt4xLfTtFvGPKiPOPc/wCFQ2nhqLStcvVW1WGXzWGCvI5/l6V6fpEKy2UbDGQMH61Ep20RcY31Z5NrXhy78JRG0F281ldzNMpY8kgDhvUjPWsVWr1r4iaU154a+0RjMlm/mHH9w8N/Q15AGxismaFlXIHT9amSTnmqYanh6QGvbygEc0/fvZzn+I1mRTbR1q7AxaMMO9cuIVonXhviZLkbWPvXXfD8/wDFYQY/55Sf+g1xucZBPeuu+HjZ8Xwc5/dy/wDoNYUf4iOiv/DkbHii5hHia7iMqhgVyPMAI+Uds1liUOeJAfT581y/xIdh8QdWAt92Gj+bA5/drXKGVl4MLDJydortnF8zPPjLRHqwAI6H86RlP+2B7NXlS3cqt8omGOnJFPGqXCIf9KuE/wC2zCo5GPmPUDCfV/8Avqm+S3/PRvzrzIa3fLgreXI/7aGnyeI9TSP/AI/7gEDnLU+RsHNI2/GWsJbeTpKXLq05H2hs/cj9Px/lXvmnTQy2EDQbfL8tdu3pjHGK+QdQuJbqV55pC8rnczHqTXd+APipLoESaXqweSwHEci8tF7Y7r/KulUuVKxh7S71PoC7mwCM1hXMmScZpLbXbHV7UXFldRTxt/EjZ/P0qjqd9bWFs1zdziKBCAzntk4H6mqijS50Hh6z5kvX/wBxD/M/0roJG59qoJKtnCsIgIjQbdytkVfbDLntVGD1dx27MdNQ5IFMDcEZo3AITmnYRXuGLzcHpTyT5XPGahUFpc9qkmcBQM1VgMfWrP7TpNwFcIy7ZFcjOGUhgfzH61lafp15rl/BqGsQxwwWvzWtmr7wJP8Anq5xgsBwo/h570zxJqMkl0dNinkjwqttiYK0hznG7oO2fausskY2sTOPmKgnigCbZtAGKTHNSEc03FCARRzUwHApEAqXAxQAzFSDGKYaC3GKQA74PWmSSBV2kAs3Y+lIPmb5ug5NQhvMZn9en0qkhMybRltbu606RcrDtkgP/TJs8f8AAWBH0xU0m3+Hr6EVjeML3UNKutLvtNso7yWR5LZ4XlEe9Su8YY8ZBQ4+tY4+ImnQER61p2paRJ63FuWj/wC+1yK6KbMZLU6iQ8HAOaz7q4KoRnpTLbX9I1KMPYanaXAPQLKM/l1qreyZBG8VvzKwJGRdfvHOTVZIQ0qAg/fBH51ZePkkHIpYIyZUOf4hx+Nc8rM2V0ZfjL/kcNT/AOuo/wDQVrCrd8Zf8jhqn/XUf+grWF3rzZbm62EJozQTzTakYNQkZmlSMdXYKPxOKQ5rQ0CD7Rr1nH1AkDH6Dn+lVFXYm7I9WSMJbrGo4RQBj2FJO+2Sw1RTgx5t7j3iY8E/7r4P4mpY1ylU7nTrfU9PmsrppRCJR5ixyFNyHsSOSM9u9dZzFqPxbpkV3LYRvPe3ER+dLKFpynsxUYFXY9ZMzYg0vUm95LfygPxciqOjQw6dFbwW8MduigxtHEoUbgcE4H0zW1LLdHPk2qt6F5go/kTSAfE0silpIfK9i4b+VO24qmU1mQcT2NuP9mJpCPzIFQPo17P/AMfGu3xHdbdY4R+ik/rQBpFTgnHHriuXt9R0+28W65LdX9rCFitolMkyqOFYnGT6mrzeENHkObqG4u29bm6kk/QtiqGh6BpEWr64Y9LsgkdzHHGPIU7MRITjI4yTTAsz+LvDSgq2tWL542o+/P4DNcql7Ekc+maVf3Mmlyf6vyrKR5LdT1RDjkeh/hz9K9ES2ii/1UUcfsihf5Vw2rXMi6zeSXCOZ0kVLN1cjYhUZI5AyG/MGkM3bS88q1igtNE1BIY1CIGjSMKBwOGYH9KtpPdt1sCg/wBuZc/kM1fh3PbxtJjeVBbHTOKGTNAik8QcozICyMHAz3+v41G016jYjsFbnqbhQP5Vf2Uj/KhzTAwdR1DXrC0uLxY9KeGCNpWjZpQcAZ4bpn8KZZa34jvL2S0XTtLikjgimdnuJGC+ZnA4XrxzT/EQZ/Dd6mCTMqw4H+26r/Wp9J/5DeuzkHBuI4UJHVUiXp7ZY0guY3iHStRAGrXk1rJICsbrbRMoVexJYknnirmgzgLs6CtTxBqFpp3hzULy+BNrFAzSADJI9vfOK4zw/qkc8EM8b5SRQyn2NZTRtTdzvJYo5YWSRAyOpVlPQg9RXgfifQ5PD+tzWhBMJO+F/wC8h6fiOle7W1wJEHPauE+K9xp0Ph1GnZReiUG3H8WP4vwxWdjTZHlm6gPioEkEiK4PBGaC/vRYSdyx52BWzb/8e0WPSubL10NuB9liOT90VzYjZHVht2TjJP411/w8/wCRvt+R/q5f5VxifeHPeuw+HZB8Y23r5Uv8q56P8RHTW/hyJPG8hXxVqEgtLedI3QMGXLfcU1z5NkJ4/M02FopsbWUYrW8bzxt4y1WFn2MGTB9f3a1iNKXxmVA0fRf4TXpvc81bErxaUkzR3GnmMZxlc8UXHhqzuc/Z5JrZuqFkLL7VWF2JXErGN0bgq3OK2IYXMk3k3YUGMMmJD8uB0HrSGYsMFnb2d4mrWeLq0O5mRtokX1GfauEvLn7TcSsoKJu3Imc4Fbni3Vbm41DyJ7vzzEgVm/UAnvjNO8HeBNU8ai8eyljgitY/9ZKDteQ9I8/rnt+NaxS3MZyvocdKxxVU85rU1TTrvS7+ayvreS3uYW2yROMEH+o9+9ZzAVZmPs7+8sJfMtLqaB/WNyM113hLStV8feIYLK9vrqWyiIlupHckIgPQdtx6CuLA5r6Q+G+mjwv4YiglgAuboie5LL3I4X8B+pNFrjud3LIqQlV4VVwBnsBxWhHJuhjOeqg/pWJcSQzQv5b+WSp9xWrACtrEOpEajj6UrDbJA+c1x/xJ1/VvDvg6e/0iNDMsio8rDd5Kk43gd+cDnpnNdYh61Uv7KDU7G4sbpBJbzxtHInqpGDTEZHgbxZb+LvD0V/HtS6TEd1ED/q5Mc/geo/8ArV0Ug3GvmrTb/UvhR4+nt5A0kEbeXPGOBcQHlWHvjke+RX0hpt7a6rYW9/ZTLLbXCCSNx3B/r7UDuVotItTdSyvaRtPKSXlKDkE+vfgAVr9BilQc80vGc0ANHWnYzSfSnjpQAAYpw6Uw4pAeKAFzTXOO9G7FVppPmVR1Y4oSAfK2Itg6uf0pPuqOKRT5s5bHyrwKR3y/FUhM5f4gFI/CwvJB8trdwysc9Bu2n9Grh7LxFbTr5cF+QD/yzZ8qfwPFd58QIRcfDzXkP/Pvn8QwNfMUkFxC/BYc8EVtTquHS5DimewXGlaLqLBrjTdPkkP/AC0WPy2/NSKi/wCEWt4xmxv9Rsz2WK7LKPwYGvK49S1OHG2aTjvmrsPi3WYMD7Qxx2IrX2tN7oXJJHoqaP4hS4CReIcp/wBPFsrH9KeG8R2moxWsl/pjyFh8ksDRkjPUckH8K4VPH+phdrqp9wKsp45fUvItr+AblkUxSr95DuHH0NQ5U7aDXN1O38Zf8jhqn/XUf+grWCTW74y/5HHU/wDrqP8A0FawTXly3OpbAaSjPSkzUjCt/wAGReZr2/HEcTH88Cufz3rF1rxJqXh25tZdLujBI+7fgAhgMcEGrh8RMtj6LgHyjjioZALe8Dt/qpRsf2z0NeKaJ8dr22KxavpUVwmMeZbtsb8jkV2dl8ZPB+pp5F3Jc2Ttx/pEWV/76XNdRz2O1J8uYNnnf831xg/yrchlygri7XXtM1Exmx1C3u1bjdFIG5HqOvT+VdPZzbkHOaGI1Ac0tMjbIpzOqDLMF+pxSGDDNY+iQ4uNXl7vqD8/RUX+laEmpWMIJkvbZAP70yj+tYVl4o8PWSXhn1rT4913K/zXCdCfrQB0mysnV9H/ALSiaLbGQ/8AEeq1SvPiH4TsIIpp9btvLmBMZQl94BwSMD14rAvPjX4QtlPlS3lyewhtyAfxYigDvkiCRqg6KABR5deQ3Xx+slJFroNy47GWdV/QA1k3Hx/1E5EGhWkfvJOzfyAoA9zKgCq8qbvwr59u/jp4omUiGDT4PcQlj+prCuvit40uuustED2iiRf6UDse0a1JcXGui2jinkit8tJGhI8zHP09B+Bqx4bnl03SGh1nVY5plkZvNmkVTtJyB+HSvnDUPFOvaiMXms30w9GnIH6VjMcklvmPvzRcLHvnxd8VWUngk2Vjf2073VwkbrFKrEIPmOcHpwK878M+O4NH0xLa5SSQxkhCnp2FefuctgAD8KVPfmk9RrQ9TvPjNfiIxaXZxxEjHmzHcR9B0rhL/VdQ1i9a81G6kuJ26s5/QDsKzAOanTtSSSG5N7mzY3WwiNj8p/StAtzXPo+AMVftLhmbazEhvu5qZR6lRlrYusa6WEj7LEAf4BXLOTg11UP/AB6w8fwCuHE7I9DC7sdGfmX612Hw6J/4TG2/65S/yrkEAJXA5zXX/Dn/AJHC2/65S/yrno/xInRW/hyOS+KGoG2+I+sKp5DR/wDopK4z+15mfO84znGa3vi4+PijrY/2ov8A0UlcO0hA616zR5S2N1dVdFKBjg0+LXbtGBWVum0c9q53zjip7Ni7sxPA6UJCbsjQSOe/u1hhVpbidwiIOSzMcAfrX1X4O8OReFPDFnpUYBkRd08g/jlP3j+fA9gK8q+CfhH7VdSeJ72PMUDGOzBHDP8AxP8Ah0HuT6V7e74FaIyOY8Y+CNH8YWYW+jMV1GuIbuIASJ7f7S+x/SvAvEXws8T6JO3lWTalbZ+WezG7j3T7wP5j3r6ZmmFZ8qq7ZJqkhXPnvwZ8OdZv9atrnVNOmtNNgcSyNcLsMmOQqg8nJxk+le6klVLMBk81dSESBsHnpmmzWwjhLynAA6mq0QIwb248hGO7aMZye1dpB/qEH+yP5V454o8V2Mer2mlpJ5lzNcJGsKHJG5gMt6V7OiYj57cVDYyJcjOe9PRMnOKNmWqdVwKQHmnxh8Hf25oI1izi3ahpyksFHMkPVh7kdR+NcJ8I/H66HfDQtTm26ZdPmGRjxBKf/ZW/Q819CsAeCMg9jXzH8UPBh8K+I3ltoyNLviZLcgcI38Uf4dR7H2oGfUC96GryP4V/Eq3utIfSdfvY4bmxjLRXM74EsI7En+Jf1FZfjP43NIZLLwqpROjX8q8n/cU9PqfyoFqeo+JvGmh+Erffql2BMwzHbR/NLJ9B2HucCtDRNZtdf0Oz1W0J8i6jEig9V9QfcHIr49ubq4vLiS5up5J55DueWRizMfUk17l8Dr3VF0e9sLqyuF04P51rcuhCZPDICevY8e9Az11mwuRVdpyp5qTdu4qrMwwVqkJlmOQPnFU5ZC12qgdFJzUcczRE7etN05w8k91JyN5VR64/+vmhgaLFbeDn7xqCIM2WbvShJJ5PMl49BUwTsBQmBkeLY1bwJrYbp9kkP5DNfOQWOUHNfQvxEuhY/DvWiDybRl/FsD+tfN8MmYuOoGeK2ove5DLQt0HUcU17GJiPlHNOjnDqhzwRU2eOvSuhRixXZVOmR7jhaItJiaaLaMHzFI/76FXVchqfER9qjKnH7xf5ih0422FdnbeM/wDkcdU/66j/ANBWsEkYrc8aHHjLVP8ArsP/AEFawCeK8V7nYth2eKSkB4pM0hinrXD+Mpd2pwx/3IQfzJrtq898USeZrs/ooVf0q6a1JnsYzj5Q1KQJI93cU4ANGRUcR2sVNbmJc0XVptD1m11GAZkgcMVzgOO4J967W9+M3iWfKWIt7FO2xd7fm3+Fedv1NNU80BY6u58eeKr7IuNev2B6qsxUfkMVmPqN9OSZby4kJ675WP8AM1nKanU0ATb2bqc/Wp7SBrq7it0IVpGC7uyjufwGT+FVhUkVw8HmFOC6FCfQHrj+VMRtahdR3kV1eKmLaPy7O0U/wqOfzwCT7tWIZMVp6sn2PStKsiMSPCbyUehkPyj/AL4UH8axjzQA4uT3pOTQBUgSgBUgeSOV1wREu5h7ZA/qKhPFbOiQidtShI5bT5mX6rhv/ZaxWIpDGNzQRxSgZofIHSgCm2fMNPztHrVy8sPJsYLqPJDgeZ7H1qkGyKB2JVJ9KnTOOlQLIe2KkEjHg0CJwwX39qkiciZGzzVcGpUOHFMRrQzrOdoPzKQCK7HBWJVz0UVwenY+3o3QOwU/nXeNxivOxmjSPTwT0Y6IHcv59a674cZ/4TK1yP8AljLz+FclHwR9DXV/DjH/AAmlr1/1Mv8A6DXPR/iI6K38OR518YD/AMXU1z/ei/8ARSVw31713XxfI/4Wprn+9F/6KSuGxXrHlLYaSela/h3TbvW9XtdLsl3XF1KEXjgepPsBk/hWTivbv2e9LsJLjVtVdle+g2QRqRzGjAksPrjH4ULcmWx7TpOlW2g6HaaXaLiC1jEa+/qT7k5P40TS471PczKgPNY81xvbC5J9hmtUjNsdJNmq0k4VSe9OaCQ4MrLCp/vdT9BWbqmrabodo+oajcrBZw9C5+aV/QDv7AVYjXeWDTrJpLiVVwC7knGP8K8Q8e/F6W9L6d4fYpCCQ92erf7n+P5VzPjj4g3/AIsuXghZ7bTAflgzgye746/ToK4kjnms2ykjf8ERPffEDQlcs7vfxsxY5Jw2SSfwr7FboABXyl8ILX7T8TdK4yIvMlP4If8AGvrIrhRSExioRUnQULXJ+JviH4d8MKyXV4s90OlrbEPJn37L+JoGzqSOnrXmnxa1/wAMDw1daNqE4n1Fhut4bfDPDIOjMeijqDnkg15x4o+LfiHXi8FpKdKsW48u3b52H+0/X8Bisjw78PfEnimQNa2TxW7HLXd0CifXJ5Y/TNAHQeG9B0v+xdOW80iC5gv7WW7utRuVcC2C71Gxwdq7Cq5zyxcYrjvCnhe+8XasNOspraJwm93nk2/KOpA6sfYV6d4m+FOqaP4EaHSdZ1C9aJvNurLeRDKo5+SP1U8+/wBa8atbu4sbuK6tJ5IbiJg8csbYZSO4NAH0j4X+Enh3w/snuozqd6vPm3K/Ip/2U6fnk13ZQBQAMADAAGMV5z8OvifB4njj0zVWSDWFGFP3UufdfRvVfyr0lMEYNMCuCUepJYElG4DmpHjXBJqrJdJCCCelUIpyq0G5jjgE1No9sItPgQsW2LyT/Ex5JqleX3ngQqBlyF/DPNbsTwRxLtXtxUsdxwQntUgVYgWPJpd525xjNQTu3lkICWNCVwucB8X7ww+AL7J+aaWGEfi4P9K+fYZwGxnFey/Gu6Nv4Us7eRvnnvlIX1CqSf5ivCw5Mh+taXsJI24JM4GeB0rQiOetY1mdzAGtmL5QOOK6acrkSVhxGKfBzdQ/9dF/mKilcY69PSobe7C3kQJ58xB+oq5SSQj0Hxqf+Ky1T/rsP/QVrn89q3PG7Y8aaqP+mw/9BWudMgzjv6V4r3OxbEpak3VYtdL1G+4t7OZx67cD8zXQaX4D1C8Ym6lW2QexZj9KW+g72OW3ZrznW2363et/01I/KvoK5+Gc7Sp9iu1CHAJmBzn8K+e9VTy9avkLBttxIu4d8MR/StYRaM5yTRTiOGIpkqFW3Ckb5GzT3LFAwbjvWhmQMd2SKNjIFYjhhke/akPWtG+gCaZpsgH3o2B/76z/AFoGUg2KmV8iq45qzbymBiwSN/aRdwH4UCHBsd6u6XYyatqdrYQgtJczLEMc43HGabHq11Gf3fkR/wC5boP6VbHiDV1XKajcpgZ/dvs/9BxTA0destQ1jxLfzWWm3ksAlMUOyByPLQbF7eiioY/BviGTk6TcRj1m2xj/AMeIqfxVqN42pQ2n225K2lpBAR5zYLBAWJ565Y1zpJf7xLf7xzQB0A8G6jGc3N1pVqvrNqEQ/QEmpB4e0yIf6T4s0pSO0CSzfyUCudAG3AGPpSM2O5oEdZpzeFdHunnbW767LQyQlYLDaCHUqTlm96zfO8HwD5LHWbthxmW4jiB/BQTXPk5oA5oA6H+2dBix5PhSA47z3sr/AJgYqvceIYChEfh7Roxj/nizH8y1ZBqKU9B+FDGdMAsluEdF2soBUDjp0Armr6xaznKjJjY5Q10wGAB6VFdW6XUDRPxnofQ+tYxlqatXRyadeanU+tRTRSW85ikGGH6+9KrVqZWLK1IOORUCNUqmgCVGKbMHnOa9EilE9vHLx86Bv0rzjPIrudHdpNFtiSPuY/I1x4xaJnbgn7zRoqMnjH3TXXfDcAeNbX/rjJ/6DXIJkE8Dha674bNnxvbD/pjJ/wCg1x0f4iO2v/DkeffF2Ld8U9bP+1F/6KSuIaLYMnFenfFLQJ7r4iavdC5to0ZoyA7Nn/VoOwrgpNITOF1TT2OcY81l/mterc8pbGO7HPFdT4B8ZXHgvXWu1jMtrOnl3EQOCRnII9wf5msWXTCh4urN/wDcuAagNs4zja2O6uDQmJ6n0XbfEzQ9TUSR6lBGTz5dw3lsPqDViT4g6YkbAa1p0IHBKSLu/DGT+Qr5rgjT7Qn2g/uww3Keh+vtVnT45rvVkMO1ZSSV2AbV/TpWnORyHr/iH4tWenSyW+m2cl7cjrNM22PPr/eP6V5NrviDVfEd99r1S5aZxwiAYSMeir0Aq5rlrHZukU+qfaZ8ZdIIggQ+hPc1gM5B+Tdj3OalyuCjYNnHIqN1I7VPGJ5m2ooJ78dKZMkqnaxH4UXA9L+A9m0nje5uiPlgtCM+7MB/Q16T4t+M+l6LNJZ6PB/aVzGdrS79sCn0yOW/Dj3rzz4baBql94F159Lcx3uoSpZxOTgBBjec9hhj+VeoeH/g54Z0i3je/gOqXQAy85xGD/soOMfXNUSeR3/jfxt41mNrDNdOjdLXTYyq49Dt5P4mtXQPgn4g1Flm1WSLS4CclW/eTH/gI4H4mvoOxsLPT4BBZWsFtEP4IYwg/IVawKBnGeG/ht4Z8ObXgsRdXS8/abvEjZ9h0X8BXYjgUhUZyDRigYEd68M+K/wx8hp/Emhwfujl7y2jH3T3kUenqO3WvdQM9qUxhgQRkHgilcD5x+HHwsu9flh1bVRLbaYrB4lBKyXBHQqeqr/tdT29a+hlhMYHPA9asBEjUAAAAYAHaqF9e7F2Ieaa1EQXt4VyicmsuRWKl26+9WFQucnqajuRxsH41V7AZVvubVolPIOfwrsI4ljTcTwK5/SLNJb2eZjuMQACD3Oc/pW4ySzHngUMAlucsdppsd1tfnoaX7H/ALQpPsJPQ0hHinx9Wd9V0I4JtTFIV9C+4bv0215PeWs6XUhS3WKNmLIpfOFJ4H5V7F8dLtLNtCs3KvIBNKQfQ7QP1BrywiSdgWoSuNGbF9rjb5XjB/E1eTUL1OC0J+qtWlb2yDtzUxtY3B4FdEacraMltGI+qz8ho4T/ALpIqvFcyzX1vhSv71P4v9oVr3OmB1JUc1mx6fLFewHacean/oQqJqa3GrHqnjC7WL4g6nEbJbstNwjSmMDCKck+lXdB8TW0OqWdlL4ZitftHSRZAxxjryKwfHF0Lb4k6pKwZlS4G5VAOQUXI5qS2Uf8JTYN5jGPy5pF3KF7fe47HjH0rlUE9WXJs9fh1DToYlYRuoZ1jA29WY4AqzJqMUEkkci+WY4jKSeflBxmuU0xDPb6WivkPOjbhz0Vj3rS8Um9trJrjT4GuLhrWSFVVcnLFccfnWlktiDnPFHjuT7etpo100yR7luZYlyinHADevWvnOaUzTySk8u5Y/ic17yugajo/wAN9RFzaR2xSGWacyHLMcHGMe+OteCD7vPpWau27jFYb0pinaCO1KHC8ZpHKkZFWBE4BPy9T2rr7lIra1sont4p1X93slBxkrx05HIrk7ePzbuFM43Ooz+NddrC+ZbxgdROhB/GpluilszDe80udcHSDA396C5bj8GBFUDjcdudueM9aJGUzOy/dLEj6ZpBVEjx1qxCVEib87Nw3fTPNVx1qUHigRq6pL9pjW9Iw91cTPnvtBAH9azR0rT1mLyLbR4O4sFlb6yMzfyIrOWmAo6VG55qRjgVCeaAE71PNbvbSmKQYYAEj6gEfoahxkEeorc8Uwi38TX0A6IyL/5DWkBjHpVWQ4dfrVpuKpy8yfShjW51dJmkHKg+oFLWBsVr2zjvItrcOPut6Vzs0EltKY5FKnsexrqaiuLeK6j2Srkdj3FWpWJaOaVscGrCHIqSfS54MmMCVP1qruZDgoy+xq7ohonYgCu40NXj0S2DjBILfgTkVxllbNeXUSOCsZYBj7V6GqqiBVACgYA9BXHjJaKJ24KGrkKrYJ7cV2Hw2OfG1qc/8sZP/Qa4/I/DBrr/AIa4/wCE2tv+uMv/AKDXLR/iI7K38ORx/wAWZmX4i60oOAGj49f3SV5ycg13Xxdcj4o62P8Aai/9FJXCljmvVseTcYVyaNjIOtLuNBY07CuKrSPLEgP3nUY/Gt+58QXNjd3UNjHHAxfaZFUZGBjg9s9ayNOXzdTtgegfefoOf6UTsGuHbqSxNJxFchcyzyF5GLMTkkmpEjHFJupQx6AUbDLKOIkwvQ9feq0/IyT9acKt6fp76rq1lp0QJe6nSEY/2iAf0zTsJn0T8M9OOmeDNEiZdryRfaHB9XJb+RFejfwCsOC3S2kgiiGI4xsQDsoGB+grcU5QVbMxy07FNWn0ixu2lC07oOtIWFIBQMdqa8ioCTUM10sY6isua4eYkdvSmlcVya6vdxKp0qkqGRtzVIkRbk1OECirtYREQESqzKSSx+tWiNze1Q3OI7OaVjhQMk+gqWxmJ4P1H7T4h8SKDlbaa3h/Hyyx/U13QVXGQeDXjHwa1B9Ul8VXrHP2i+SQfQhsfpivYLcMq5PQ0PuJPUnwqcseKp3GoxxA7eTU00Lzd8D0qlPYFIpHAyyqSv1A4oVh3Pmb4nay+u/EG9dnDRWpFrEOwCj5v/HiayY5Bgr6Csgs73cksrFpGdpHJ9Sef1qwlwNxrSDswsbCy4HFTxz546DvWRHPz15NW4nwee9dEZXM2jTV8gGpoAjzxDA/1i9fqKz0lwMnpVm2kH2mI+si/wAxWjasI2/GhZvipqyI7IxukAKjJHyL2qfT1ik8ZWxgt1jSSKVQyOGEhwemOBjpiqPjRyvxc1YBth+0p83p8qVe0lIbfxBpZtpD5RmkypUDBZc9j7YrzImzO8tLm40u0tY41VXWMZDAHGK3dK1ie8d0lSMbVzkDmufmYvaoc/PsJzUvhmVpkfcfmaM859DVGY/4k3nlfDvWyXG5rfYB9WA/rXy95YkP3sV9E/Ej/kn+rZPVEH/j6186hUz9+kUhWtMjhqhKvE3IyKtA4HCuaa8xA5Q0DLeiQLc6grMMCIb8ep7Vv6gkstviCNpJA6kKq5J59BWD4flP9qODxujPH5V0M8nlRl9zLtw2VODwc1nL4i1schcQPbXUkLqylGIAYYOM00VoNr1/KpS8dbyLrsuF34+jdR+BqrNLDIQYbbyfXEhYH860IGin5wD9OKiBq/pdob/U7S1UZaaeOMD6sBQI1/GCrH4jktl6W0EEGPQrEoP65rFA4rX8UTJdeLNXuFPyvdybfoGwP0FY7sFXOaYDJG7U0DFSW9pd3jf6Nazz/wDXKMt/IVb/ALE1Ufe0+4QesibB+uKAKiDkfWt3xi4k8Y6s4PHn4/JQP6VjyQPbvskADdcBg38q0Lm3/tC7lupNQsI2mYuVeY5Ge33aAMeQ8VUIyx7V0CaLau6rLr2ngMwG2LzJGOfQbQP1qI66ICY7LTtPiC/Kspg3ufclieaTGW4W3QRn1UU+oYJpLiFZZGLO3LE9zUmaxZqthc80U2joKAFJGKhbnrz9aeTxUTE0APhOLmL2cfzrrmPy4xniuOj5nTn+IV16kbRnriuPFbo78JsxMkYwPWux+Gef+E3tc/8APGX/ANBrjfp0xXY/DL/kd7Xj/ljL/wCg1lR/iI3r/wAOXocL8Xf+Spa3/vRf+ikriCtdp8Xmx8VNbH+1F/6KSuKDe9eseNcNp9KNpPanbj60jybULelMRNYsI5ppQfuoVH1NNC571BC+1AuevJHvVgNmgYbBShRSinUDEA5rvvg/pQv/AB19tdCYdNt3mzjje3yp/Mn8K4IkAZr3r4O6KdO8HNqEq7ZtUn80Z6+UnC/mcn8aFuTLY9GAxPD7CtWL7tZindKpzWjCeKtkIlFLuwcUgFI4x8wqSiN5WDEdqhmnwvB5qd13LkdaoOjvJjFNAQNukbnmpEhxyasLAVGcUu01QiMAAUxjzipG69KbjFK4EeMA81z3xCv/AOyPh7q11u2uLcon+83yj+ddRFA0jZIwK8r+P2qi18LWOlo3z3dzuYf7KDP8yKm5RH+z5bo2hay5Bz9qjB98J/8AXr2Uqx4HAryb9nsBfCGoOAcyXxyfoi17Dj2pXFYgXenfNPDhiARzmn4FVL6/t7Cynu52CxQRtK7HsqjJ/lQM+RfF1rBZ+ItehtyEigu5AgA6jzMY/X9K5xJelXtWu5NTmvr5wQ1zc+YR/vMzYrLGF6sB+NO4GjFJnFaULbgKxIp41Iy4FaMV/bKvzTqPwrWEu5MjT80KnWmJcgXUHzf8tE/9CFZ01/aFCFnBPtmqUDvNfQbckecnT/eFXOp0Qoo7/wAfME+K2t7l3Azcj/tmtN0GSOPW9OcRuhMykfNkYJxTPiE+PizrA/6eQP8AyGtQ2Emy706TPKSj/wBCH+NcqND1xmza4U/LkjOPemeF3UO4APyqw+YYOQakfAhk7Ycjr703RIkt7/ZGMBw3fuRVMzL2p+QdLvBcpvgMD+Yn95dpyK+V0wWOxdo7A9h/WvprxCXOjzBeASob6Z5rwHxFodxoupuzp/o1y7PBIOjDPI+ozSvqUo+7cywDjjn3NIYi3GAfwp4OaN4HVsUwJ9MkSzu8GPJkwu7+7Wxevtspj3CGuf8AMUMGTO5TkH3rYlnW502V1OfkOR6Gs5rW5cTnklltpA8TlW6ZHp6Vei1SPH7/AEywn9zGyE/98kVSkTioQMVZBtrqOjH/AFvh8D18q9df5g1ueF9W8PxeJdMMehTrJ9pTbI98WCnPBxtGea4oVp+H0LeIdOPQLcoxPoAcn9AadxGxN4l077RJ5HhTSw285ad5ZiTnrywFNl8YzJHtt9G0O3bs8dgpYfixNYdw6mWWUYG92b8yTVTJZqLga1x4i1i9GJtSuSvZEkKKPoq4FVFDytulZnPqxz/Oo4o6sgYGKAGkAe1Mcn1p7VC5yaAJbAD7bG7dEDSH8AT/AIVTVcir+npu+1N/dgYfn/8AWBqqinFIZpae2bXb/dJq1uxVGwOA6/jVvIrKS1NFsPzSE5puaM0hinpUTU4mmMaoAiP+kRn/AGx/OuwDEAYPOK42I/v0z/eH8662MBkUg9q4sVujvwmzJQzd8Gux+GZ/4ra24/5Yy/8AoNcYobPBxzXZ/DM48cWw/wCmMv8A6DWNH+Ijev8Aw5eh5/8AF/8A5Krrn+9F/wCikriOldp8YDj4r65/vxf+ikri817B4ojSECq8k+8Y7VZxmpY52jhaEBfLY5YbRz+NICgsuTnmrEcxoW1aSTbEFyTwCcfzqVtKv0PNs34EH+tAx6vmpQ1Vvst7GMm0mC5xnYaVXfO0wy59NppXA29A0h/EHiCx0pMj7RKFcj+FByx/IGvq2OzjtbaC3t0EcMMYjjQdFUDAFeW/BbwoYLB/EV3HtmuQUtgeqxA4Lf8AAiPyHvXr5UVaIkVIwVer0T4IzUJQA05eBTbEaA5Gc01s81FDJxjvUxYY61NirkSMVPNSbVbtULkUiygGmBN5fpSlFI5FM87HekMue9AAYFPSlW3UH1oV1UEk80x7gY4NJhcLqdLaFnYgBRmvmn40X1zqPiPT4SGZREXRQM5ZmwAPfAH517rq1y07LbKc7j830rl7fwnDqXxFXWNS8tLKxEZt/McL5soHYHqBnn3pPRDSN74beH5PCfgyz0yRfMvnzPcAcBGfnaT7DA/CuuDzqGaVokQDJ254/OnzTQ2tu80siRxRqXd2OFUDkkmvnb4k/FOfxC0uk6JK8GlDKySj5Wuv8E9u/ekB6Ivxm8Nt4gXTEneWFm2fbNm2MNnGOe3v0qf4uamI/hvd+Q+37VJFASDg7WbJH5Cvl91zz/FWrqPjXXL7w5a6Dc3HmWNvKJFyPnyBgKW7gZOKoTIlgi+yOZVRgGyqsO/rVRIoS3+oj/KnNKZI1PSmB9tMZpWtraPgNaR/lWimkac//Lso+hNY0NyU6Gr0OokdTXTTlDqiJJ9B954egCboEwfSsi3iktdQgDJj96gOR1+YV0ceoA8E8VPE1rPcQCQBsyLj65FOdOEtYiTa3JfiO234r6uf+ntf/QEqtGxVIT/cmJ/lVn4lRSN8UNadV4F0pz/wBKhI/wBGcrjAlzn8K4UzdI9bfa8EhzzuDc/Sl018alBz1OP0qCJ/M07cMcxxtx/uiizbbfQH/bFUZNGnqlu1zYTwq+xiOCRnvXOeNPDZ1bwc9rbwrLeWqiWDjkkfeA+ozXV3QY+YqqTlsYH1qeGEmYb8ryM4GcUPcavax8os+zAwdx7GlVMnLHJq94ks59O8WapbXMZjkS5c4IxwWJBHtg1TU8UAKOKtW5YWt2FGf3W41FbWtxeTrDawSTyt0SNSxP4CtW+8Ma9pVm1xeaZd20LLhpCnAB9fT8aTGrmIBuGaY0Vb9j4U1K9g36cYL1B0WOZRLj3QnNUrvSr+xkKXljc27DqJYWX+Yp2EZYhOa0rP/RLWe66OQYYz7kfMfwX+dViVXgkA+lF5ch4oIkPyxpz/ALxOT/T8qBFWRyzbRUkUdNij5yasjA6UwHLgUpam00nFAAahc81ITil8gf2e1y2QWlEcfvgZY/yH40DJ7Aj7Jer/ABMhx/3yarYwKW080z4hRnfkBVG7ORjpWsvhrWDEJJLGS3ix/rLoiFfzcikgM+1bbN7EVc3VDNZizCs13byHOAsLF8+vOMfrTyaie5cR+73ozUeaN1SUPZveo2PFBNNY8UwBD++T/eH866+NlUAdOOlcbuwwPoa7A4KKQTyM1x4rod+DejJt5yNuOvTNdh8MmJ8cW2evky/+g1wm8hjkdga7f4XOW8d2o/6Yy/8AoNY0V+8RvX/hyOC+MX/JVtc/34v/AESlcOGxxXb/ABhb/i7Guj/bi/8ARKVw+M9K9c8UlVqdUAbnpUgagB496lEsqjCuRUOacDQA77bcLwHfPsxrQ0C2uvEniKw0YXDRi7mEbOzH5V6k/kDWaQCM9PSljkkimSaF2injYMrocFSO9KwH2nZ6Zb2Nlb2trHsghiWKNR2VRgVKYyp5zXkHw8+NdrNbRaZ4pk8m4X5EviPkf/f/ALp9+h9q9nhlgu4FmhlSWJxlXRgysPUEU7k2KxAPejbVhoSOnNNKkDlaLhYgbK9KQu571KygjpimbOeKpAQsX9aYCynNW9nrTTFntTuFiESHoaXzcdKc0PtTGi2jIHNFwDzC1QTyiOJnJwB3qVUds4GBWJ4iu5IrZYbeGW5mc48mEZZvb0H1PFS2NK5ha74kt/D+mSancASXExK20Ofvn+gHUmvDNa1m91y/e8v52mlPTPRR2CjsPpW746i8RDUhda3YS20bfJCM7o0XsoYcZ9fU1x5apTuNqxqz+LNcfw6+htqM8mnM6uYXbdwOwJ5x3x04rDJyMjoehpXbrUKthyn4imJCscc+lT29sI1bUJwBbpkRqR/rZB2HsOCT+HerGmaWLuOW9vZDb6ZbEefOOrE9I4x3c9h26ngVS1PUm1K73iJYYEXy4IFPyxRjoo9fUnuSTTAheZmO4kknkk9zTDJnvUO/KCm5pDLAmIHWni4IqpmlFAF1blgOpqzaXjfa7cBv+Wqf+hCsnPPWrFm/+m24/wCmqf8AoQp8zA9Z+Idh9o8cauytgmYHp/srXPi3mRGjKhlY54PfGK63xwv/ABW+rn/psP8A0FawgSB9z86851nGTPQjRUoJs7nR9Tsf7HhSSdElEAVg3HIFLa3MEssZjlQ4YHhveuKWbAwRiniQZBB5qlin1RDwi7nrN1rFjZFt0itIf4I+TWBeeKbhyVgCwr69WP41xwuW4yaeJM87j9M0pYiTLhh4x3I/EWn2fiCCQ3EYN3txHcH7yntz3HtXl1tp9zLqa6cU2zmTyyD29T9K9ULE8A1halaPHqttqtvHveMFJlUclT0YepFFKs72ZNagmro9I8GaRp2g2CRWsa+cw/ezEfM59z6e1dZc20V3avE6h0dSrKRwR6V51o2q/Kvze9d/pV6tzCMnJqtW7kaWPm3xPoUnhnxPdWWCIt3mQP6oenPt0/Ckg8U67aReXDrN8iDovnsR+RNe0fFDwe2vaJ9sso919ZgugHV1/iX+o+lfPDM3IOePWuqEro5pxszan8VavOMT3nnD/prCjfzWsyaeS8cNIIxjj93GqfyAquEZucVOiEVRmW7fTp54w8ZhCnvJOifoSDVuPRZP47zTY/8AfvE/pms0J6/rRnimBsrodtn974h0iMe0kj/ySpP7H0Nf9b4rt/pFZzN/MCsH8aYxpgdAbHwjGQZdc1KfH8MFgEz+LNWxql5oGkabo8VtoH2wyWxuIzqE5JUO5+8iYBJ2g/TFcnommNrOs21gG2LK/wC8c9EjHLMfoAafr2qDVtbnuYU2WwxFbp/diUbUH5D9aQzVfxnrAQx2UlvpsRGNlhAsP/jwG79axZ55rqQy3E0k0h6vK5Y/maqqHb2qQK3c0AXY0+0aRdAfetnWYf7rfK367aRYpmgSXyn2EcNt4qfQ0M1xeWwJzPYzoo9SF3Af+O1seDbhpbO4ti3Ebhl+jDp+lY1pcseY2oxUpcrOeyKTNehS6fbz8S2sL+5UVUk8OaZIP+Pd4j6xuR/OuaOKidTwsuhxGaQmuql8IRNzb3jr6CRM/qKoTeE9SQZiMMw/2Wwf1rVV4PqYyoTXQ59j1rsowTbxHg5RT+lczcaPqVv/AK2xmA9QuR+ldNpzhtOt1c4YRgEH2rHE6pNG+EvFtMa4OR8vUEZrsvhb/wAj5a8dYZf/AEGuXKxsnBz9K6v4XjHju15/5YS/+g1jR+NHTXf7uR578ZGx8Wdd/wB+L/0SlcSCK7f4zxlfivrbdmaL/wBFJXCBq9U8Ym4PSgHFRhjUgPFMB2cinA8VGM59qUN81AEoORRnnP51GGw1Kev1oAa7GKXdj5W6iuo8K+Odf8JSq2k3zeQTlrWb54m/DsfpXMON6Y79qYuVHqp6j0pAfSvhz486HfBINbhl0yc8GTBeIn6gZH4ivT9O1XTtYthc6feQXUJ6PC4YfpXxJHOygBsSJ2z1rR0vVLrS7oXOl309lOOcxOVP4jofxoEfapjUjNNMIr5x0f43eKdOAS/ittTjHdh5Un5jg/lXa6b8ftEm2rqWn3lk3cgCVfzHP6UAer+SRR5ZHauS0/4q+D9RIEWtWwY/wyPsP/j2K6S31rTrpQ0N3E4PdWB/lRdgWTH7UwxjGSKoa14k03Q7E3VzMDnOxEOWc+gr578Z/ErX9evke1uJdNsozmKKB8Ekd2Pc+3Si7Gj6AuryRn+z2qgv/Ex6KPeore1WDLkl5W+856n/AOtXBfDb4hp4gg/svUSE1WMZDAcTqOrex9RXoLzALWE3Jux0U4q1yvqVpaalZS2V5Ck0Eq7XjYZBH+e9fNHjHw6/hjXpbMFmt2+e3dupQ9j7jpX0Te3ojBJbFeO/Fe6juLa1cYLrJgHvgiindMdSN1c8xkfnANaWg6Bc61cPMSYrG3YC4nxkjP8ACo7sfT86p2um3N4pkjjIhGR5jAhSfTNek+BfENmbQaJdwRW6sxUYUKCT2b39DXSrXszmSbVzE8QaQ2oWdvbWsf2aG1BFtDuyuD1LHux7t/SuBmjlt5milQpIhwyt1Fe4ajo09hKVVzLbOfkcjlT/AHT7/wA65jXvDMepwAsvlXKj93MBwfY+1ZSbg7M25FJXR5jnDEfjRmpL2zubC5a3uomjlXqCOo9R6iq2/wBqu5iS5oqLeTRlvQn8KAJc1PZkfbrf/rqn/oQqn8/90/lVixDm+t/lP+tT/wBCFAHtvjgn/hNtV4/5bD/0Fawgxz0NdT40jDeMtVyuR5o6f7q1gGFMcZBryqiakz1aUk4IiVh3/WlHsVNP8psZ4xSbSOqVCZrYCxA5UUoYdckUZX0P5U07D0bFO5LFMrD+IGmNIx6GjBx1BqJwc9PyoYIngmaGcSHgH72K7PRb/wAnaN3ynmvPy5U9629A1CO6guI45F821bawJ6d63pSbVjnrRtqeuW9yrxAkjGMkmvnn4jN4cn8USy6A7SOzEXSxJ+63+qnv79q6jUdV8Q614ltNAtoTFp7KDcFxxKh6g+g9Pzr07QvDOkaNaJFZ2UCEDBfYCx+pPJrojpqc0lzaHzbYaDqOoxGa2s3Nuv3rh8JEPq7YH60+S00+yJEt4LyUfwWvCA+8hHP4A/WvYfiD8M/7bsftWjSvFcwglbNnPkv/ALq9Eb6cGvAri1vbO4kt7iJ4Zo22ujghlPpg1upJmMo2Lr7WdmVQgJ4UHOKjKelUQLj+9Tgbj+/TJsWjGTR5I71XAuD/AB0eXM3WQ0wsdRooTT/D2uahnEkqR2MR7gyHc+P+AIR+Nc/uiTuo/GmN9oNotq07GBXMgTPG4jBP1wKi+zoDzQImN3CvAOTTDdhuFQn8KFiQdBmnjC+1IZNpt/PYana3scOfIlV8Z6gdR+I4/Gt3wtdH+0DF5aQqQzqF7t7n2HAFc75ijuKtWN+trdxTYb5GB6VFSPNBo0pS5ZpnpayE9QDTg/tj6GqsMwmhSWJg0bgMpI7VOrbeoP4V4jTWh7qaauTKR34qRdvriowAeQwH1pw3e34VN2FkTAleQxpcQSDFxaxSj/aQZqBmOehpA5zw3SmpNA4p6Eh0zSZT/qpIf9xjj8q6LwBo9taeMILiC5d8RSDa2O61zYlxx1/Guq8BSI3imADr5Un8q6KNVuaTMK9JKm2eV/GJBJ8TdcXvuix/36SvN+QcHrXpXxd5+KWt/wC9F/6KSvOrpNk24Dhua9c8YjzTlaos0oJoAnDUvX1qEMadv5oAkJ5pSeKZuzSZoAeH/XinDios5/Gnq2QCeo4NAEi/KfVTUoX5OaiQ81YUigCNZpI+mSPzqQXqEYdaQstOt7WW9uUtrWGSedzhY403MT7AUARNNbSHnI+oq7pFtfXl9HbaK9093IcJHbMwY/l29zXovhz4H6rf7J9cnTToDyYUAeYj37L+v0r2bw34S0TwraeRpNmkRYYeZvmkk/3m7/TpUSmkaRpt7nHQ+CL5PDVla6xqLz6iiH98zbliYknBPUrjAP0zXmsvgjxTqOsjSoNKkG8lhO+BCVz94P0I+lfR86rIhVsGsW3sha+ILW/IOYY3gXn7quQT+oFRGo3oypU0loZHg/4YWvhG0N5PP9o1bbzIgwiDuo+vc1t39/HBbl2OBjNdBNJxzXgPxA8bXGjatdaZ5D/ao2wquMKqnlW98jmtJQvqTTmktTc8ReLILSF5J5BGnQZ6t9BXmOr6g+tXkM9wALKM7hHu+Z/r6Vyl7qd1qN19ou5mkc+p4A9AO1au7dZqyngjtWcnyWZopc6seo2ktrqmnLFbCOKJlG1FUYRh2x6GuZ1rQblZhPbqgmUZGzpIvv71kaPeT2r5ikIxg7QeK6+11WWcoJ0LKOBgc81pPE05qzFChNO6L3hDxlFfQLpeqA+YBs3P1+jf411E2mBBt4eFumeo/wA+tcTq/hlr+FdS03ampRqCY1488Dt/vD171o+DvGK3ZGn6o+yQfIGYYII7H/Cs/aW0lsacjWqLOs+DLfV7Zo5lDAD5HUfPGfY9x7GvLdb8KXugSAXEYeA/cnjHyn2PofavoWOJopNsh+RvuSL0pL3R4r6B4pER0cYaNhlW/wAKpK2sSZpPc+ZhBu4Xk0htyDypr0HxT8P7jTGe70xXlhX5mg6vH9P7w/WudsbmC5jKyRAzKOn94f4/zrRNM52mjAEB/uE1Nawn7ZB8uP3qf+hCugS600nBTFXLaPTnuISpH+sX/wBCFa+zv1J5j0Txmq/8JdqRJP8ArRz/AMBFc8ynPDEiuj8Y5PizU/8ArqDjH+yKwOSMgH8DWVk9w5mnoV2LdVI/KmGVx2Ge9WzF8vAC45FRSRsQCOves3Rg+har1F1IPNUn5lpjbSeOPrU7lVbBGeMHPaqz7cfdI9O9ZvCxextHFy6jGjcHhqibzAe5FEjtjKn8Kga7kQ8sD6ZFYywklszWOLi90FzctbW8kzIWCKWwO+K47SNfl03WWuj/AKqZj5ynoQTWz4g1JvsPkAANLwSPTvXHuhxwMVtQpOKfMZV6qk1ynvHgrUnvpTNLKs3lqIo3A6L1Az3r020k3IK+fPhRqJTVZrB3Pzr5iAn04Ne62E+GCMeTxim42You6NdpFU8nFcH8RfBVv4l09720RV1SBSVYDHnKP4D/AENdtdxF7SXY219p2t6GsTw7rKavaMzYS4hcxzx5+646ihaF8qaPl0zoGwVcEcHK9KUXEfXL/wDfNdL8RNIPh7xfdRCL/Rbg+fAccYY8j8DmuYWeM98VsmcrVnYeLlOxb/vmlM/osh/DFJvU9Go69KoQ0yP1EX/fTU3fJxlkX6DNSFB3P60wvGvdfw5oELy3VnP44pyqM9BUfnluEUn68Uo8w9SAKAJu2BR05qMKe7E09eKBneeFtRt7nT1tVDCWBQGDdxnqK3xHETnOD7V5to9//Zt+lxtJTG11B6ivRLeaK6gSaCUOjDg15WKp8srnrYWqpxs9yQKFPD7h70Mfp+FOO5R90Ee1MKgn7rCuU6hNzL3NOSRu+PxFPjVc8t+dTCEHkYNJoaZErLnJj/Kup8BNG3i232gg+VJ1/wB2ud8gjtXTeBYtniu3P/TKT/0GroL97H1M67/dS9Dyr4u/8lS1v/ei/wDRSVwV1HviJA5Xmu++Lv8AyVHW/wDei/8ARSVxB5UivdPDMn8aKfKhjkKkfSo80gFzQDzSUZoAfu96A1NooAkDUvQ1FmnBqAJ0bAp5m4AqNFyO+a6XwZ4PvPGGqXFnbSxwC3h86SV1LADIGOO5yfyoA6T4ZfD8+L7lr3UVeLR4Dgspw0z/AN1T2A7n8K+gNJ8P6NoMXl6VpttajGC0afM31bqfzqta2ll4c0O00+zXZbW6LHGB1b3+pJz+NaUkpiUE9cVzyk2zqhTSRZJA7UwnNMilLR7m79KkUgpmpLsIEyKzNbvFsLF3IGSQob0JIA/nV97lFByeRXkPxZ8axQ2T6JZyB7uUqXx/yzUEH9cCtIxuyJNJHqmsaxp3h/SjqWr3aJCi5AB5c+3+FfK/jzxdN408Ty6o8QihVRDBHjlYxnGfU8k1X13Xta8RzJLqdz5mwYVFG1R749fesV4yARitzkRWrT066AU20h+Vvun39KzTwaAcEVMoqSsyk7O52WjTRR3PlS7VV/uMex9PxrtrC23qhCMTnnt/npXmFlOLmIxucOO/9a73w/4gMkItJWHnx8HP8Y7fiK8jGU5R96J6uGqKSszsrGYwyqrfKoIHHPFZfijwg+ryy6hpMYTUoxuaNeBcL/8AFfzqRbl+CQQCMcVqWeoSRzRuhIVOuR2qMLiFblka1qN9UY/g3xq4iGn6puZVJXc4+ZCOxr0qC4QhfmHlsMq/X864DxP4YOrrJrmkR7b5T+9hXjzx7f7X86oeHvFUluognJeNflKOeVP9K6ZTnQldao5eVTVnuesTW0UygOoB7H/CvPPF/wANVv2bUdG22+or8xQfKk3/AMS3v+ddfpeqx3UIaN90fUqeordjCSoOevb0rvp1YVVdHPODjufLuoWTQ3hSeJ4J+ksTrgo/cY/X8ansNNl+125wQDIhH5ivd/FvgGx8VW25nEF/GP3Nyq8/7rDuP1FeL6ouqaBqaaVfxGG5WZOTzlNwwUPQg+taNNHPZI9G8Ysf+Ey1MZ/5ajj/AICKxM7jkgEDpWp4zcjxpqu08+aP/QVrEDDOScf0oM2WPMBHBOKY0gcDJqFnCELuBbrx1prSKOMHB4oESShHTqemc+tVHPTK5YdM8VYaQE4BPHBx0FRmMkFc5P0pgUpRg9Tn0qlMduSQDmtOWNFUgbhjrVG5QZz0AHrQM4/U5TNeMOyfKKpFfl5qeQ7pXb1YmmlcgikM0vBV0tj4006VnCIZNjE9MEV9B6hvES3No3zJg4HevmCRSrBhwwOQR61674A8eJeMmn3r7ZMYw3OfpWcl1NqcktD1nRdUTUrUHjOMMPQ153YIfCnxIv7SLK2GoOXhBbo4wWHt1/KtHVJm0LU45rVzDbXBBWUEkRSZyGwOoyMEehq7f6JH4p0gNBOLK5ykkYTDYZTn5j1PcD0BpJK2pabcrGH8XNMXUPDMd75YMlrIG3dwp4P9K8Ma3GeK+i9XuBd+D9R03UVWG5SB0YvgBsDhs+nAr51+0L6804bE1lZ3GqhU4NO2vj71RtLk5pVO7q2KsxHeUf4nNPWOMdqYZIk6HcaB5knQBR70CJsqBxRuUnqKasC/xEsakVVXoBTAAM9+KeowaSlFAD1Fbnh/VfsFx5Mrf6PIev8AdPrWKtPxUTgpx5WXTm4S5kemKWPIbip43Yjr+dc74YvjeQG0d/30Q+XJ+8v/ANauiWKVRyua8SpBwk4s9ynNTimiUe6DHtT1UdiRUSvg4KEVOvPSs9S9CVA2PvA10vgnP/CTQZH/ACzk5/CucVOOgro/BKkeJ4eT/q5P5VrQv7WJjXt7OR8++LvGB8VeKb3WvsP2b7SUPk+dv2bVVfvYGfu+lYn2/niPj6//AFqp0V7h4pPNcCXBMeCP9qo9/PTj60yigBxcEn5eo9aN3GMU2igB27rxRv6cU2igAzS5pKKAJEmKEcV6D4C+Ka+BrK7t10KK7a5k8xpRcGN+mNp+Vsr1OPevOqKAPYI/jqwv/Pm8PeZEnMUX23GxvXPl8+g9Oas3H7QDzlceG9oBBP8Ap3Uen+rrxaip5ImntZ9z21/2hSyBV8MBf+3/AD/7TpyftDFIVQ+F8sBy32/qfp5deIUUckRe0l3PWdT+Od7d20qWmjrbSuNoka58zb+Gwc15q+qPNO9xOrSzyNueRn5Y/lVCiqWhLk3uXjqI/wCeP/j3/wBapXXfGr4xuAOKzK9i0f4JeJdX0HTtRgu9LWG7tYp4w8sgYKyhhnCdcGgk8lMBZmx1H61B0r2Zv2ffF27KXuj/AIzSf/EVFL+zv4udsre6OCev76T/AOIpDPIY5GikDocMD1rqLFjc4nB2TAAgg4rsv+GdfGH/AD/aN/3/AJP/AI3WpafAjxbbBM3uk5UdppP/AIisa8HKOhtRmovUztN1kXSiKXC3I6+jf/XrXtrjMyqzEAnpmtA/BrxGVUi500OB181+v/fNX4fhb4kRVL3Gnbx6SNg/+O15X1OaldI9OOLp2s2WrWfykjCMc7gR71S8VeFodad73TdsWpqu5gOFnx2P+16H866Kx8D61BGUmmsyOxWRj/7LV+HwnqsVwshmtsDg4c/4V60Y80OWaOSdSF7pnj+j6zcWshQlop4ztdGGCCOoI/pXpOg+II7wCN/lkPVM9fdf8KreLPhff6tqEOoaZLZxXTfLcCR2UPgcNwp+bt7j6VDa/DTxFEiiS4sNynIKyt/8TXnToVaNS9ItVqc1aTO5hckblbctZniTwtpniuyjhvF2SxOHgnUfNE2QePUHHIqxpOh6/ZqEupbSUD+ISNk/X5evvW2NNnU5BTP1NerRqOUfeVmcdRRvozxvxoQPGuq5JXEo56j7i1gDaRndyeSfau48VeCvEWpeJtQvLXT/ADYJZQ0beai5G0Du2e1ZD/DzxUR8ul4z1Hnxn/2arOdnNFtwDO2Tnrj+dDNvwwHviul/4V34q5/4lYz/ANd4/wD4qk/4V54qYDOle/M8f/xVO4HOh9oO3APvTQ0g6n5q6Y/DvxSzYOljZj/nvH/8VQfh/wCLNoA0sces8fX/AL6oA5abcq5PHUZFUdRfydPuHwOEIGPXFdt/wrzxUVVTpeMdSJ4//iqzNY+GXjKeyeG20jeXIz/pEQ4/FqLhY8nReKcRXcr8IPHQH/ID/wDJqH/4qlPwg8dY/wCQJ/5NQ/8AxVIZ57Kmaqo72twk0ZKuh3Ajg16S3we8dH/mB/8Ak1D/APFVC/wa8eHpoX/k1D/8XSGb3hHxrZavpxsNTZS6jBD8fiK1472TTZvNs7lZrf8Au55FcE3wW8f5yNC/8m4f/i6cvwc+IqjC6M4HoL2L/wCLqHA1VRo9KPizQtRBg1AQ+cV2fPjOPTntXh3ibSrXTtbubeyuBcQKd0brjoecHHcdK6pPg14+zl9CyfX7XD/8XRJ8GPH20hNEPP8A09w//F04xsKdTmR5wA2eQTTlwx6mvUv+FK+MIrcBNIDPgcfaYuv/AH1WfP8ABXx6W3x6EM9x9rh/+LqiDhI4xnNWBXaJ8GviABzoPP8A19w//F1KPg549/6AX/k3D/8AF0COJBoruP8AhTvj3/oBD/wKh/8Ai6X/AIU748/6Af8A5NQ//F0xHD04V2//AAp3x5/0A/8Ayah/+LpR8HvHn/QD/wDJqH/4ugZxa8dqkP3G+hrtB8IfHX/QD/8AJqH/AOKpT8IfHWD/AMSPt/z9Q/8AxdIR6dp/kR2GnK1vCGkgjxI6feOANoI749avM9kYmZI0LbCwBQjPp+tWrLw7qUdlaRzW8wMUSI8YZCpI/H17ipv+Eevdqr9mnO1WUHcmQD261Fl1NbvoykPsQVS6xKxUEjHc44/WkZtPXO4RDb1+U8ev8xVo+GLxkKm2mIYAHPl8kY56+1D+Gb5948q5CtuGMx8A4z39hRaPYOaXcqs9gjKCqks+wYQnnOK0vDBhl1CNwkayhX3BQeOo/pUbeH71sn7PMreYsgYMnUDr1xzV3QdGurDU1mlWcJ5bKd+zHcjpz3NNKPYTlLuf/9k=", "path": "000125.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.
000126
Men Tshirts
{ "bytes": 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", "path": "000126.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.
000127
Men Tshirts
{ "bytes": 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", "path": "000127.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.
000128
Men Tshirts
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", "path": "000128.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.
000129
Men Tshirts
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", "path": "000129.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.
000130
Men Tshirts
{ "bytes": 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", "path": "000130.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.
000131
Men Tshirts
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", "path": "000131.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.
000132
Men Tshirts
{ "bytes": 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", "path": "000132.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.
000133
Men Tshirts
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"path": "000133.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.
000134
Men Tshirts
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", "path": "000134.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.
000135
Men Tshirts
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", "path": "000135.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.
000136
Men Tshirts
{ "bytes": 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", "path": "000136.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.
000137
Men Tshirts
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", "path": "000137.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.
000138
Men Tshirts
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"path": "000138.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.
000139
Men Tshirts
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"path": "000139.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.
000140
Men Tshirts
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", "path": "000140.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.
000141
Men Tshirts
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", "path": "000141.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.
000142
Men Tshirts
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", "path": "000142.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.
000143
Men Tshirts
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", "path": "000143.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.
000144
Men Tshirts
{ "bytes": 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", "path": "000144.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.
000145
Men Tshirts
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"path": "000145.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.
000146
Men Tshirts
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", "path": "000146.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.
000147
Men Tshirts
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", "path": "000147.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.
000148
Men Tshirts
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", "path": "000148.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.
000149
Men Tshirts
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", "path": "000149.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.
000150
Men Tshirts
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", "path": "000150.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.
000151
Men Tshirts
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", "path": "000151.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.
000152
Men Tshirts
{ "bytes": 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", "path": "000152.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.
000153
Men Tshirts
{ "bytes": 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", "path": "000153.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.
000154
Men Tshirts
{ "bytes": 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", "path": "000154.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.
000155
Men Tshirts
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", "path": "000155.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.
000156
Men Tshirts
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"path": "000156.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.
000157
Men Tshirts
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", "path": "000157.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.
000158
Men Tshirts
{ "bytes": 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G0dpFWY3hjOAITwR9a8SVI40wqjJ6k02Vt0bD19KUoKW44VHHY9H1b4p393PH9iihtocZCuokY/ielYtz4v1u+B33rKG4xGAox+FcictCh/iWi3u3WQI3IoVOPYHUm+pozNLIS7sST3Jqs8TsvLE/jVidgbYn2qqshKDHpVWS2IuyJ4ivIOcVNp+rXulX8d3ZXLRzRkFWzn8wajZiUYetVhHt3HPWjlT1HzPuel6V8Zr+FxHq1jFcrnmSD92w/Doa9C0jx74c1lljt9QWOZuBFONjE+nPH6185CPj60bCvQ0CPrGjNfNej+M9f0N1+yajKYxx5Mx3oR9D0/Cu70/4zkuq6lpAC/xSW0uT9dpH9aAPWc0ZrJ0bxLpGvwiTTr2OUnrGTtdfqp5rVpgLmjNJRQAuaM0lFAC5ozSUUALmrNh/x+J9D/KqtWbD/j8T8f5UmBWopKKYhaKSigBa5bxaDez2VgGHlgmeRfXHCj88muori9XuG0nxHcXl3FJJBIqmNgpK7QuMZ7EHtWVZtQdjfDpOpqZWo6DbS/PInb8qx7TR4rW42hQVPRhW2+uwanY7YYphIW4LoV/n2otYmJ+cc15zbR6nKjQsokjQBQOKviU8DPFUQrIMgcUqzkMAwxWQzUiO5qxHvLc6ksFtJ5kkJbcmciNifT1rWjlCqDWULaNdQe4IUsOhH9aLpBHyJNRijGkzIVzuRs9+1Y3wmhMF7rAxgOkbD35YVp3svnJ5f97ip/CEaWerSwjA82Ljj0Of61vhZ2mkY4qDcGztqKTiivUPJFopKKAFopKKAFopKKAFopKKAFopKKAFopKKAFopKKALVl/rX/65tVYdKsWX+tf/AK5tVUsAOTikUOqGa4WPIHLe1QzXQBwDgetZl1eogOGrlq4lLSJ1UcM5ayLEtwuSWPNcx4ls9N1W1dLiJWJUjftG6rF3fFl4P1rk9c1yG3Tyo2Dy4z8p4FccXOcvdO2ShCPvHnF/pTW+qziWYMrNgGPqw4wPYCtEXTRwLHG7YQYqCVmZyzEmRuSaGxFF1Ge31r1VH3UpHlOVpNxK91PKI3fcWkb5Rk9M1Np9t5CqhOT1J9TVedSsCE93Ga0EIVUb2p2S2IbbZSEYDOp6lyfwp7gmQnFPmIE2aaSDzVCGFaaUOKeTQrYPNADAvyEVWMZV81aJpvB5oAlaTNsR7VDGfkpx+7impxxSAdimFamOMU04pgRgUFeKdRmkBGUFMMZ7VNmlpAQK0kTh0dkcdGU4I/GvSPD3xfubKCK11ezNzGihPOibEmBxk54J/KvPGUGoXjx2zTGfRujeOvDuuMsdrqCRzt0hn/dv+GeD+Bro+cZr5LZT1rT07xNrOk3kVzbahc5iYEI0rFSPQgnGKBXPqGis3Q9Ztde0i31C0kRklQF1U52PjJU+4NaNAxaKSigBas2H/H6n0P8AKqtWdP8A+P1Pof5UmBVzRmkoqhC5ozSUUALmszxBYyaloN5aQuFeRMjPQ4OcfjitKihq6sNOzueJ6d4ktkVYXs7o7Ry4XOPwrrdNvIbyBZI8gN2YEH8jWZ4u0K20zXbc2CmJbhDIyE5UNuOcen0qW1jmiVWdgfevLrRs7Hr05qaujolKDk1UuZE3Z6YrKvNat7SMmSUKB6muXv8AxRLdN5dvlEJxk9TWKi2W2jt21NAoRDuYnA+tNknWOEsT8qjLNnqa57SSzqpJJZuntWzZWlxrVysdrE0kMZ4wOGI7mo5XJ2Rd0ldj7XfKTK/GeinsKlhney1W3uVB2Rv83up4NbkPhrUAMfZsfVx/jUreGL8j/UL/AN9iqjGpGSaRMqlOUXFs3VZWUMpypGQfWlzVHS7PULWI21xbvsXmN8g4H93/AAq8QQcEY+tezCXNG54048srBmjNJRVkC5ozSUUgFzRmkooAXNGaSigBc0ZpKKAFzRmkooAXNGaSigC1ZHEsh/6ZNWNNcBuSeOwrVtjtMxJwBC/P4V5/q3ifT9OhLy3KO23ISM7ifyrkxLloonXhVHVyNu4uAc84H1rntX1a0sEL3VwkY7Ank/QVzk3j6OW1lZLWWOQfc34wR69a4W5v5tRlNzPIXcyc5Nc8MNKT946qmJjBe7udTr+vx39qiWzyogbL5+XcMVzSyGTLY9hTLt827GiHiJea9CnTjBWR51SpKo7seQBIzHoBxVaRvNkA9KnnODtqCEZkJqzMferi1Q+jCnh/3K067wbfHvVZT8gpMBZGyabmkbrQDTAXNNFO7U2kwDNKDmm1LbW013cx29vGZZpDhEXqTSbS1Y0m3ZDe1J0avaNA8MWWk6YkUtvFJcOoMzsobLenPasDxt4Us00uXU7CBYZYQGlVeAy5xnH41wwx8JVOQ7JYKShzHm5PGKbzQTmkr0LnGOpppRQaQhKBRQOtNAPFBAI6Ugpx4FAFfZ2bpSmMY+WpHGRnvTUBIORRYDX8K+L9R8J32+3PmWkhBmtmPD+49D719CaRqttrek22o2pJhuE3AHqvsfevl91AZRjrXo3wz8SjS9S/su6l22d0f3e7oknb6ZpAe0ZozSUUwFzVnTj/AKan0P8AKqtWtO/4/k+h/lQw6lSiiigAooooAKKKKAM3WNDs9bhRLoOrxnKSRthl/mPzrJTwVbBsSajevH/d+Vf1xXUUVLhFu7RaqSjomZS+G9ISxntFsYtk6FJGYbmP4nn3rxe+0iTTNTntJV2yQuVOe/v+PWvoFIJHGQBj1NV5/DOmX17FeXttHNPGMLu6Y9x3/Gs6lNNaF0qji9Tg/BXhifUYxd3cZWzPCBsjzPf6V6hbW0VtGqRIFVRgBQAMVIkW1QAAAOAB2p4XFKFNRRU6jkyQNxTtwxUeKWtDMVtvpUMkayIV9uKkNJjmgDLlieJsN+BFR1pyxh1waoSRNGfUVSZDRHRRRVCCiiikAUUUUAFFFFABRRRQAUUUUAJKSLC/I/59Jf8A0E18yBfMt/LP8ceD+VfTcv8AyD7/AP69Jf8A0E18zxgrEmeSVBP5Uuo76FGSWRdKZHJ3x/ISe+KdaANbbR34zTr9N1o4A5PNQ6e4MRH40wJpSXtXXuop0EgMUWPXFJOB5chHQrVe3b9wMdQ1Ai5MeT9aLcc0kvL4qSEYzQATHKYquMgdKmc9a9H8JeAdPu9FW91TdK9ygaNVbHlj19zTUWxnmJ60la/iTRW0HWprAvvRcNG/qp6Vk1OwEkMMlxIqRrncwXPYEnAzXa+IvAKaJ4djvI7iae88xEeMAFTu4OO/FUvC2lf2jpOorNJ9mtxJDK1ywwFCk5wfXkVs6n4svWdtC0e5mvbrzkEN0cNwB9Oee9ZTrRjdI1hSb1ZQ0j4dzXaQTXt0sS8+bCnLr6D2Nd/pmiadpEYWztY42H/LQjLn6t1qDw7og0XT2R5DNdTt5txITnc5rXrwMTiJzk1fQ9mhQhCN7ahWN4suIrbwvfyTRiRdgXYSQGJIwOK2ajmghuYjFcRJLE3VHGQa56clGab2N5xvFpHgdvbXF5KY7aB5Xxu2xrnit3UfB93pvh2HVZpQGYgSQMuGTPAr1LTND07R3lextlieU5Zup69M+ntWg6JKu11DD0IzXpzzF8y5VoefHAqz5nqfPXelPSuo1fQLzUfEetTW0Kw2kEzFpX+VBgDgepNcseOD1r1KdWM0mjzZ03B2YhoFNPWlHWtSCQU6mjiimIUjinKv7uk7VL0QUDKUoPmqOmFzVlfuDkg46jtUMoJnPsoqfHSkB754K8RR+INBibd/pVuqxTqTk5A4b6Hr+ddHXzr4c1+fw/rUN7E7LEGAnVejx55BH8q+hbe4iuraK4gcPDKgdGHQqRxTES1a07/j+T6H+VVatad/x/J9D/Khh1KtFGaM0AFFGaM0AFFGaa7hELN0FADias28OAHdc55UVXtB5smXHyrzj1rRU5PNS2UkPwCQSop4HpSDpThSKFoozR1oAKKKM0AIaSlJpKAENRypuXipKDzQBlOu1sU2rVzHjkd6q9KohqwUUZozTEFFGaM0AFFGaM0AFFGaM0AFFGaM0AJL/wAg+/8A+vSX/wBBNfMxbCJ/ugfpX0zJ/wAeF/8A9ekv/oJr5mYfu0/3R/Kktx9AKh4TnvWbAPIuSnbtWon+rFUruLDiQdRTAmkw0TD1qrap8jDP8QqaJt6ke1JBHtd8jjOaAJDzIT71YX7tQKPmzU46UxET9a6fQfHmo6JZizMMVzboMRq5IZPx9K5lxViw0q+1OURWdu0rEHp0496Tko6saTbsiTVtXu9c1Zr+4CmdyAqIvAA6ADvXZ6b4W0x57afUbZ2uZ0Lvbox2RMBuyR1+bHSr3g/waNOZL2/UNeMPkjbBEf8A9eu3iso4ro3XIlKbW9Dz39a5FUdeTjDbudfslSSlLfsed61d6lqGha2j2ElpYwpELaIxFWb5xnPr9Ku+DPCaaTHHqV0Sb2RCFUdEU/1r0OSJgoEiHawyARkEVTljER3gZyehqcbScKXuPTqXhpKVS8t+hCQQKSpYo5LqdI05ZjgCuoGixx6ZJAgDSsn3j6149LDOrfl2O+riFTspbnJd6cy7ce4zT7mIQXDxbg2w4JA796JuVR/UYrNUlyyvujV1LtW6kVFFXdNsJb2f5flRDlmNZ04OckkVOahFtkyaDdyQLJiPDDO0j/PNeN67oOoa3qeqX0FgllDa7htdCrSbeScdya+gJNdsYXMZctt4JUZFO1CzttTsndQrHaSrDvXsU4Rp603qeTOpKelRaHyKeTntSjrXb+OdL8/VY49L0qUMgPnNHbkKx9j0NcXNDLbzNDNG8ci8MjDBFd9KqqkU+py1abhKwZozTRThWpkPFS9hUS9alA4pgV2G65b1wBUx4A5qOMZmkbvnH6VKR8goGQ/8tMV6r8MPFMkoHh+7YERoTav3wOq+/tXlQGXq1a3E1jdxXVs5jmiYOjDsRQwPpmrWnf8AH8n0P8q53wzrqeIdDgvwFWVsrNGpzscdR/X8a6LTT/p0f0P8qQupTzRmiiqEGaM0UUALVS7bdIiZ4HzH+lWqozMWn2qByduT7VLKibFmqxwAt3OathfQ1UwY7cIDnA6GnWdyGVVfKnOMNUll1RxQeKGGDmkNADtwoyPWm5zSA460ASZopBnsKTNACmm5pGcDgkA+hPNV5by2g5muYY/9+QL/ADoAs5ozVK21SwvJnhtb61nlQbmSKZXKj1IB4pmqaxp+iWn2vU7yK0t9wTzJcgbj0HH0NAFyUblINZ8i4NZWofEDwzYaZa6hNqata3W8QSRxs/mbThuAOx4qpqfjjRLDVrPT5JJnmvEiliMceVKSHCnJNNCaNzNGaV1KSMp6g4pKozDNGaKKYBmjNFFABmjNFFABmjNFFABIf9Av/wDr0l/9Br5pHzRpn+6P5V9LSf8AHhf/APXpL/6Ca+aEP7lD/sj+VJFdBV44qOZdyGnnrmkJyOaAKcf7uQg/dNTjrn1psqBhkURnIx70APHWpQeKj708cCmIRq7PwRr2m6RZXcd9MYmLh1O3O4Y6CuMPNJisa1JVY8rNaVR05cyPcdP1vTLyUeRfQNjkjeARxnvXSaZJCbuJ5CrxMCM9QcivnbSrC6v9Rihs7dZ5vvBH+7gdz7V7docd5b6dHDf3Kz3AGWYKFVf9kAdqzw8aeH/d33N6kp1/esehS28M8Wx0VkxxWDqmiMEMlsSwB5Q9RUFrqM1o4IcsmeVJrds9Utr5tkT/ALzGSpFXVUWuST3M4OUHzpbGV4f05kJupVweiAjn3NW/EWv2fh3R5r+9lCIo+Ve7n0Hqa2O1ec+JtLXVvEMdxqO947U/6Nbn7in+8R3JrllyYelZGq5sRUuyvZ3k2oKbprdoYpRvQSH52zzkjsKmvbyGx02S6uGIiiwSQMnk4GB35rCvfFESxzQ6XbT3t2knkAJEfLWT0ZvarumWd6okudVu/NmeMZtwoEURBzx7j1rzIpptz6not6JR6G3olq2tLuCyW4KbgJFww9MitnUZE0myWzt/9Y4+Zvajwv5R86RXDOQPyq5faIl7cGYzOrHtjgCuqnQfsb01qzkq1U61pvRHJVueHblhcPbEkowLAehqSXww/JinyewYUuj6Vd2t/wCZNGFQKRuDA5rGjh6sKqujWtXpTpuzOQ8ULr9m7Q6ZpuWlLbbmVwqJ+HUnvXndv8PNYvL4y6lcxRqx3SSh/MZq928TuPLgjz8xJP4V5tquu6s1y1joulTPKDhrmddka+4z1+taucqdV04ERjGpT55nmuv6BPoM8SSsrLIOCSAx+q9vaskVJd3VxeXTz3UzSzMfmdjnJqIV69JNRVzzalub3SRetTgcVAvWpmOEz2xVkEMI4ZvVzUjfdFRwf6lMd+fz5qbovSgZHgA96cee/wCVKwyM0ADFDA6z4f8AilPD+qPbXX/HneFQzf8APNhwG+nODXvOmEG+jIOQQeR9K+WcDvXunwo1wanpkFpLMz3dmGVtw/g52c9+OPwpdA6nT5ozTaKokdmjNNooAXOKqWY8++HoDmp532QOx7A0mjR/I8p/iOBUyKiaMp2kYPaquNi57bs1auB8oqLZuQg0ii0bgxxhiNyd/UVMsiuoKnKnoapwNmIqeq1AZDa3AAI8qT+H0NAGP8R9ev8Aw14Ql1LTJES5E8UYLoGGGPPBqr8L/EmpeJ/DU97qsySTrdNGGVAgCgA9B9apfGVt3w8kH/T3D/M1nfBwN/wr3VCuc/aJcf8AfsUijifFvj7xD4h8Q3UOj3d3FYWrP5MVnkEonWRiOT0z6AVpaP8AEvW5fh9r0FxdvLqNssYt7o43hJG2HJ7kHofesH4aXVvaa1qjXUqRhtJulBcgZO0cfzqX4aWWnX0PiKLWJhb6a2nqks5P+qJkG059iAaQyloXg3V/Fdk93YaxZvdFmU2s12RPx3wfX1qx8RfCF/oWpNqV00DW17LshCvubhB1rM8S+H18LXltJY6/Z6h5mXims5Pnjx0Jwfl/Ou3+KN3PqHgTwne3HM0w8yQ+rGMZNMRr/B3wld6VE3iCSeA2+oWgWKNM71+fOTxjtWh8bWx4KtwO99H0/wB1q6D4eDHw90MH/n2H/oRrnfjaM+C7U+l8n/oLUB1PLtfbPw98Ij3u/wD0YKqWmpnUtd8Mhsl7UW9qSe4WU4/QirXiEFfh94SPtdH/AMiCluNIGlfEvT7NV2xyXVrNEP8AZfYw/XI/CkM+jZxlFfuCUP4dP0qHNWWX9xOP9oNVXNaIxluLmjNNopiHZozTaKAHZozTaKAHZozTaKAJo4WuIbqBSA0ltIgJ7ZGK+ZL+OTSLhrO+jeGaI7GVhjHv9DX1Bp/+vk/65NXI+JPBGj+KXSW+SZJ1QIJYZNpx1wex6ml1H0PB0uEYAhgR65pxYMPlOa970LwZoXh2zNvZ2KNu+/JOA7ufcn+lTXXhXQLw5n0m1J9RHtP6Uahc+emO3g0isA45GSelfQ8HhXQLYHytItBnu0e7+dV73wb4furaZBpNrHI6nEkcYVlOOCMUBc8Gx8xp1LIpSVh3BINNFMBcZpKWuh8H6QNU1hTLbLNaxDMoZsAZ6fXms6k1Ti5MunBzkoo6P4d6X5VrPqciEPITFHn+6MZP4n+Vdvk0iRLFEEjQLGgwFUYCilr5qvWlOo5Hv0aShDkJW/1KZ966Hw9YGJTdyDDONqg+lYunwG6voISCU3ZP0rqdUuvsGnNIiktjaoBxyeld+HXO3VlsjixMrWpR6luO4hkkeNJUZ0+8obJX61ma7pUuoWMn2R0jvFX91I65APuK4jQpNUsmF5eXG67fHmIDlABnge5B5Nd/p+qQ38fynbIBymeRXRDEU63uM550alH3kec2GkW3hu1ugWdSWaa4kkOCWxkkjsKx5PFOn6xq9vodmTNHcllmmUlQFCk4X34FaXxT8SWNxN/wjVk7rqkkscUrKvGx+oz69PzrhofsfhnWXtdOs7q5v4igNxImCg3DdtXsCOB9aw+rKMved30N1iJOOisj2vwi1qpuba3ePdAERo1fJQY4zXm2ofELxHpviG501p3W9e6MISSEFII93BA6sSOc1c+HqXPh/wAe30GqXkf/ABMgyQo0m55GDZUkdvlyK9I1nQIb2T7bDBF9sAwXKDcw9M11cjp0rR1aObmU6l5aIz7bxDfwxJHcGKeRRhpNuzcfXHaug0y+e/hMrw+Wv8JznNcBdLrYvhZ6folxPJkBpZf3cSe+49fwrt76X+xPD1zLAqs9vAzRqTje+PlH4nA/GscP7ZtyqbGuIVJJKG5heI7+3a+kzNGEt0xIxYYXvz6V5trHiy+1Rn07wzbS3JPyvdKpKgex6D6moLPwz4i1SQw69c+XYmQzSJGwzI5OecdfxruLSztrG3W3tYUiiXoijFcdWcIVHNO7OqlCcqahsjzE/DTVwcJcWjD5cZYjr17djxXN6ppVzo9+9ndKA69CpyGHqK9w1BY30+4Wa4e3jKHdMhwUHqDXg9ywa7mKyvKnmMFkc5LDPBNd+Cr1KrvLY5MXRhSSS3ETrS3LbLd29BTV+9UWoN/okn0r0WcJNaj/AEaHH9wfyqU96itCPssQx/CKkz1FK4DucYoAPamg804ZzTAaxNeofBL/AJGG/HbyAf1NeYNXp3wT/wCRjvv+vcfzNJgek0UmaM1RAtFJmjNAFbUG22pH94gVp6fF5Vsi+2azLlTLcQRYyC2TW1CMDipe5pHYS46Y96YvPFPn6gUijFIY1BtlI7GqupDEcRB6PVxhhgap6ofljX1fNCA5j4kaZf634He0062kurkzwuIoxliAea8t0LwF4wttWsJZdMuILaO6jkcSTKgwGGTt3c16T8Up5bf4fSvDK8T+fCNyMVON3qK8iGsyamPC0Ek0jTWUvksWYkkGYMp/X9KTKR03i/4Wy2euzTWmq6VBZXMrSQpeXHksmTnGCDkDPb2rbHhPStB8Gy+FpvENjDrOsvE5kcMVdQ2FVMDJHbPck1xuvwXHi7xV4sv5rkqumxyyxqw3fIj7FQeg7/jWTLeXC6L4fv2Zm+xXMsMZz0CMkgH/AI8aAOml+HugaBE17r/iiGW1huPIljsIC7eZjOwnscA9q6bxTqnhPxYINDMmpW402B7pRBAoGxYgdoLH+7ivJp9Sn1GO4s23EXl99pP+82V/9mrZ8RS3Wk+O9bisovMdI5LZhs3Yj8sKx49AM57UBY9H0z4laNoHgaxey07UJ7aCY2KLK6K5ITfuOOO4rO1X4k6b4p8L6hLfeGo54LGaExwy3R+ZnLAElQMYwePevPpP+ScW47HV5P8A0QtdbrE8snwhmjvZdPa+W/hJWzMWViIO3d5fvnrQOxNofiaw1a+tND1HwfYQ28dvJLZK25vLypcH5uqtik8OeK/FPibX9OuI9FsntI54oZriHTwfKjyMjeclcDpjpWV4J2p4skTVnkmuv7Kf7C5PC/usqP8AvgkCo/hdqFlp3iWzkub+4WSVzBHaJESjlwFDFs4GPpQI+huqyL64qjV1T+9I9apvxIw96tGUhKKTNGaZItFJmjNAC0UmaM0ALRSZozQBc0//AF8n/XJqqDoKt6d/r5P+uTVTB4FJbj6C0UmaM0xC0HkUmaM0AfOV8uy+nX0kYfqagq1qA/4mFx/11b+ZqrzQUFanh/WpdC1MXMcZlDr5bRBsbsnisuuv+H1hFc6tcXE0ausEYKbhkBietc+JcVSblsa0It1EonqmmOs9pM8sbDdb79h6qeKr9elXNNuY7W8DyrmNgVb6Gp/EHk2qp5CrwjScDr6CvB9mqkOZdD2Odwq2fUseFL61uPtSQsjtC+15F7H+6aXxBfxzukETbghyxHTNcj4f1VtT00XaWr2okJyp43HueO31q3e3sGn2cl1cuEiQZJPf2+pq5V2qaopCjQTqe1bHS3MFu0azTRxlztQOwG4+g9a5DxNr11e6rH4c0eTZPKQs06kjywewI/nWfd22raoLnXiskVwIiLGzxllRiF3f7J5zXVeHdAg0axU7M3UqgzSuPmLd+aIxjRXM9WNuVX3dkWtN0az0uBUiiVpcAyTONzyN3Yk889a57VtYt/tbaBoTINRuiwadTny2AJ+93Jxj2zU/iXWbmeK70rRYXuLsRt58iHiFcHjI/i9qwvDGhjQbOXxJrCuhiQtHGRlhnjJ9znFaUlpz1Hr0RFR/YgtO5s2+iS2Orad4o1C5No9paoZwTkmVeOT3BH516t4X8SWfijRkv7RuNxR1PVWHqO3rXiuqXF9460Sx+wQmMLeyRyIW+VU2gqWrrPBOiJ4PkaZZ5LiWQYkGdq/gP6mu6VdU2nN79Dj9k6nwI9UuLmG0hMkz7VHGTXKa1qEeqbIhHmKNw6k92HQ0mqap/aJjwjIFzwT1rNrgxWMcvdhsdWGwtvenuH+cU2SWOKJpJHVI1GWZjgAVDf3QstPnu2ikkWFNzLGuTXLeN9RTWvBWjMYjYBrx4rzad20qMdR94c8VlhsM6urehvXxCp6Lc47xb4pl167aK3Z106L7q9Nx7s39KqafZ2enwrqGrAsSN1vZr96Y9mb+6v8AOuptrCbUbI3Ulklvolu+YraIDfdsOApx1561Ufwjd6tpb35j+yOiNKFlHzSk84P91QOF9hXtU5QoRUWeTOMqsnJanHPNJPcPLM26RyWdvUmqWqPi1b6VYQ9KpaocQ4z3rqOYmtryJYY15zgVc3Bjx0Nc7A+6RQuTjrW6DtxikMk3HoBTlJqMZzzT92KYD85Fen/BP/kY77/rgP5mvLgwJr1H4Jn/AIqK/P8A0wH8zSYdT0aikoqjMWikooASBN98X7IuPxNasQ4qlbJtVjjljnNXoulQbIZNy4FKOlNk/wBZThQAjcis3UGzcxJ2CljWk3FYerz+Q00392E4+tAHK/FKYTfDqeTov2mHqenzGvJhpTWV94aukQ+VfJDOpAzyJdrfqP1r6FtYrcaOgv1gaFF8yTzwCi45yc8cVyOoazrWo3NxL4W1XRRpNsAPMjtSxh4y2XI2jucDNS2luXFN6I4TxJoXiTQvFevQWGn3EttqhlQPHCXV4nbdgEdCDgc9K3R8P76/+H+l6XaCP7et49zcSOcRoGG0gN/ERhRxx71b0PxhqAmlt9emm1GVmDKXZYreEfw7wABuJzgEnp2rvINdmvAsVpap9sABaO4lCeXnpwMlhjnjjA61z1KzXwmqpuPxHmP/AAhFvFd6RcyXEcZtRGCIyGjlEZLMznJZSwB5wRjtT7fSY9b8V6/rranY2FvdxXEKxXcpSRTIm0HHQjOehrq7iGKzi0yW+byLWKG4sroRfKquzDnvx6Z9Qc1kDwvY3PiaOzWCK7tJGLxNcHzT91SzMCPUY/EYpRrNPUtQg4u71Ofl8O+G7fwxDpF7440qOWO9e5MkKtJnKBdvH0zmktLH4fWWj3unSeKL+7W7eJ2a1sSCCm7GOP8AarWa3aLWntNMe1tLfLeXJDokXzFThwrHIcD1Az7Vbthc3NxNbReKdTMsIVnFsI4QAwyMFFFRWx1KjrO/3Cp4adT4SlDN4YfUbW+07QPFN9Na2628bxwFVZVUrlvfBP8AkV1/h/wF4Xto7LU4dFltrlQkqpczM0kTdQCM4zWE3h62uDvur/VbzPUz38hB/Iilg0210HU9PvdMR7eU3kUMoErsJY5G2lWBJz1z9RXJSzvD1KipxT18jWeBqRi5M9NQEuX9DVNzl2PvVxG2hh3yaovnca9pHnS2CikoqzMWikopALRSUUALRSUUAXdO/wBfJ/1yaqYPAq3pv/HxJ/1yaqY6Chbj6C5ozSUUxC5ozSUUAfO1+f8AiYXOe0r/AMzVYnNT3zbtRucdDKx/U1BjmkaEtpEtxeRQvKI1kYKXboue9eyaHotrodl5FszPvO55GPLHH8q8UatufxZqU2iQ6WpWKKMbTIjEO6joCf8ACuHGUJ1UlF6HVhasKTba1PXkuYWuDCssbSoMsgYEge4ro7Sx/tNI5buJBtAMZQ8EDoCK818DW9gmnSzWW+R2ZVlnkGCzYBIA/ujNd5pBnbUIdpYoh5GeAK8qmlTq8j1O+pepT50RT6e9hp11d3W23htxkkjAxnrXMS6fFPdyardX0l1ZqoljtQAY1wODjufSvQfGOjXHiDwnqGlW0qRz3EYVGf7uQwOD9cVwHhjw7deE9Fmh1YxR3k8+5cyhgI0GMg+ldVbCqEXOD1MKOJcpKMiXSBfTma+vwInmwsUA48qME4Dep5qPUNTme7/svTNpvGXMkpGVt19T6n0FW7i9ZbCO6tkR4pPmWaQ4j2DOWyO3B/SotIFtLDPewWzw/apDIzSdX7Bueg9K4Nb8zR3XVrJkOgaTFpoltreaVsSFp2lTDSSHByD6Ve1LT4dTsJrG5LiKYAPsODgEH+lLJqNpCYd9zGDK+yIBsljnHGPetDyzMm/GG/nWkac6uy94mUow32KenadbafZfZbOBYolOQq9/rUpBBwRzVyKLyweeTTzGrcsuT613vLpVYKUn7xzfW405NR2KvkMVBXnNI0EqRCRkIQnAOO9bFlYi8jkCSBZV+6vrWvdaYL20iilbyymCdlKvl0OX3dyIY182uxhaHbl55JnK/Z1QiQHowI5z7V5Vc2reLNWN3NE1podu7JYWkA2eYM9QO2epNe0zmy0HTpV3/MyE/NyWNec3GqebnyYhHkYDdwPQelell2DmoqKVzxc1zOnTvJysx+q6lDZ2OnxW+nG6kWRcQwHiJsYz71xfinxcsiy2NtLLO2Ssm8gJGe6jGNxByMk44rY1CfydNuB9s+xiRdpnxyo9q8slwsrhX3qGID/3hnrWmLwShVUmZ5ZmksRRa6jlNa2i+EZvF6ahDbXAintohJGrDIkOeme1YynmvTPhCgN5q0ncRxr+ppHWzya3tJLdpIZYzHNG5R1bqpBwRV4kgjNey+Nvh+uvytqenSLDqKpgxkAJPj1PZu2fpXi07yQ3MkFxE0M8bFZI2GCpHUGlawLUkDt6UoeQ/wAIqLzYsAlv1pftSAUIZYVnxkivU/ggc+Ib7Ix+4H8zXka3TOcIM+5r1f4GSeZ4i1AZyRAv8zQwPS80ZpM0ZqzMXNKBuIHrTc1Nbrli3pSew0rlnG0D2qeIgiolqWPgkE8GoNRkn36cKa/yvzTqAGt6VzmqkXF0ID90nL/QV0UrbULegrli3mXMkp/ibAPsP8mgCj4nim1KPR9JjyI7y8xKMZBVULfMP7uQDjocAd6PFFv9m0u30bTFSOFAHaMDAfnvj1Iz71qpPDFfxzXDBY7a2klZscjJC/yyPxrhfEHjM6kLsRKba128yx/6xgvTnr19Pf2rirXdQ7cNCUn7vQm0y0WKOWA3Nv8AaXy08Rm2kE4zzgDgY79jxSXlnPaWSXNivk3+mfv4Qf4k/jjJP8JGG47jI6151KtlPO9/ps7RTbt6oflI4yRnr6nPtXW+FL6+1Dw7qkd7KZEtUcRs45CtG3f0zijl0HVhJSu3e/U6PTdb1C+u7u7vbaFrC8CLNZZ3EMFwWQ9MkY+XoenvTYUvtE1+0ktJzcWc0RFkR8x2jLFecZ6Z5YHAxzisX+2rvSbDyYZLdZF/hkh3uzDk89gSOgx9a6kxSzaXcQiNoXCx6hBg/cdvvr9CSP8Avo0Si4a9GYRmpbBc3tsulW15aW4K2t/KnkOjLgMjNtwQCPmb8KpW326y1W/g1BoXlVomkeKPYrFwe3Yg8H2OevWZ7F2i06O0lll+13pnyWIIgQYxjsMA/hn2p6XralqN+6IRHJdCR8kcbBtUD64OcdMHNcOO9n7CXPsdOHcvaJRLaqsahVUKo6KOgrNmini+xLcXHns2qwMp2BdqmUELx6VbjgmjvLiZ7l3icKEiIGEwDk++aZe/67TR66jbf+jBXy+CdsTGKd7tHrYjWlJvsd6Bjc3qarSffNWV6E9smqkow/4V+io+XlsJmjNJmjNUZi5ozSZozQAuaM0maM0ALmjNJmjNAF3TT/pEn/XJqpA8Vc03/Xyf9cXqkDxSW4+guaM0ZopiDNMmfZBI/wDdQn9KfmqmqSeXpN45PCwOf/HTQB8+XbZuGcfxEmo92RSy8xKfwqNGHINI0LumWsN9qEVvcXS20Tk7pW6KK19TOhaYoi0vF9cfxTzZKp9B0Nc7mispQ5mnctTsrWNvSvFOo6XdecJTKh4aJzhT9AOldfY/EW2eJhcb7OTgCSIF+3Jx+lea5pD0rOeGpyfM1qXHETS5eh9Y6DrVp4g0eDUbNw0Uo6d1PcH3FZnjHwbZ+L9PSCeV7eeJt0VxGMsvqMdwa8y+DniSy0ye806+v0hFzIn2eJ8/M/IOD0HbrXuZOfWtGkZpnmsnh2bSbnRdKnkll0az06USymPEbOpJBf0GDkCuA16+l8U+JrHRdG1LMM42HY2E3cnn8BXv2p6fHqumXNhOzrFcRmNyhwQD6Vw2ifCLSNB1211S3vruQ25JWKTbgkgjqBnvWLoQc+dmyqyUeU4X4bW9slrcTXEJeZJzDHMwJCjuF9Oa9LSJijbRwgy3sKk0fwPB4d0ua1sriWYvM0oEuB17VrWGkyxOxuCpRl2lAc5ropxjBuS3Jc20kZCw7rV5QTlWA247GtOztzdaRJGEw6tlTjrWxFaQQKViiVQeoA61KBjoKbqXIMvS9Oa2bzZDhyuNvpWmzALk9KGdUUsxwAMk1i6hqcNzZOkTsr7hwRjIpayYn5HEeKdTlvNUntwQYo3xwetc/W9qOjStcmW0UEPyyk4wfxrmdQF8qAWCLJOG5QkYIr6LDyhGklHofA5hQryxL9p12ZzvjTUQsEenr958O59B2riT1rZ8TPdPq5a6hWKQxrhFfcAB71jV4+KqOdRtn1eWUI0cPFIcp5r1D4QddXb/AK5D+deXKea9V+D64tdWf1kjH6Gudbne9j0zNeWfFHwHb3Vnd+JNPDpfRDzLiNeRKB1bHYgfnivU80hVXBV1DI3DKRnI7iqauSnY+SYgXGSTUyxLnnNbWpeGNW0/xbPpC6fKxeZjbrEu5ShYlSD6fyrrdO+FOuXLBrx7ayQ9QW8xvyHH61Fi7nBRxllGDhR2r2X4IadcRajdag0RS2lj8uN/75GScVraJ8PdD0hFaaEX1wOsk4yAfZeg/Wu30dFjvokRVVFBAVRgDj0ptCT1KWaM0maM1ZAuau26YhzjkmqSjcwHrWkmAAAMVMi4IVetOzik25GQQacO/aoNBN4PDDmlB9aYRg8fnSjHrzQBU1WXyrNyDjdha55CNwA6DitnWfnh2+nNYMJ+bmgDA+IHnDTbWOJ2Vbsm3lKqWKr97d+GD+debXlzcackQ8vzFXiUOCGGOOnbgfrXrviFFe70NWAZWnlBB6EGJq5rU9DKRMqr5sHDJIU3tGc9CO4x3/8A115GLxsaNdU5LdHp4SnJ03KJxC2lh9ku7mzE6Rsq7XxgK57D88V1nhPT7uPwrq0KEvNKvkRqRy0jKcL+AbPtg1izQxW00YEougHVmtIuGOTjcB0wO4PtXW219OdOhisFjZYXPmTOfl81uvzdSEUAE8963dS8eboVWcHGy3N2WNV0UixkEN5JtYQKufOZlBZpAeq4PXsASOagsJZbhprt5mB8kWZtuMlgxySewG38snpW9b6NcnRdNkglFtqFvbiMO3zYU87GxyQOPy96wXihtZmurucJBaoiTTiJpPmYF8lBxznuD/KkmmclrGhPcpZwrb2CD7VJCLazVVz5MAxmQg9ATyM9ePWuc0KZVvbq1h2/ZYVJQg53/OTuJ9Mk4/GurbS7aTw3cWX2j/TbmATXcu/dKSVyCw67T0A4GMgVzunafGLOSJ1DrNGQ7KCNwJZR9BheK8/MHH6vJSOvB2579TTLE+WU2shPzHPbHb1qg9qtrJpyLJLJv1WGQmRyxy0me/arlvHDbxw2sWFVEARBzhRxVI3YvF0ibypIt2pQDbIuDw5H9K8DAKSxEVH4bo9DE29k/Q9FQgrj3NVrj/WVNCCQR71FcqQQe9foK3PmZbEFGaTNGa0MRc0ZpM0ZoAXNGaTNGaAFzRmkzRmgC9pn/HxJ/wBcXqkDwKuaWf8ASJP+uL1RzwKS3Kew7NGabmlzTJFzWT4olEPhfUnzj9wwH48Vq5rnPHUvl+EL3/a2r/48KGNHigG5HX+6c1VDbXwaspxMwP8AEKrTjDnFSWSg5NOzUUZyKlpDSbdkABJwBmnvDKibmjYL6mtOztEiQSN8ztyParbKHGGGfqK4amMUZWSPqcLw5KrR55ys3sjDsHSPUrZ5A5RJVZhGPmwCDxXrPhL4g6trvxNNv5sp0q53rHbMB+7AGQfrxz9a8/jt4on3KgBPer/hXVrXwn4q/ta4DNGLaZUAGf3hA2j6e9XTxKnKxyY3I6mEpe0bv3PpgHijIzXk3hTxXq/iHwfO99evDcvqCwRXEKjdtPzlfpgEZ9DXcaZfXLXqRvIXVuDu610qLtc8Q6KimlgBn8aoJqkUt4tuisSSRv7dKkDQ6CoHu7eOURPMoc9FJqO31CG6neGPcSozkjg1zVwxF3Ic8hz/ADqow5nqBqXWqMt1cW0qgxcqCOvSsWlZmZizHJPJNJXRGPKhDZAWjZQcEggGuauPsmnRNFbyCW5bhpP7grV1y4kt7EeWSpdtpPtXK9q9TCUW1dnyed42CmqcVd9zgfGcTprIkIOx4lwfXHWucNdl42u7YxxWpQtcA7w39wf1zXFk8V5uMSVZ2PXyqUpYaPMrDlNes/CFcaTqTetwo/8AHa8jBr1/4RjGg3x9bkf+giuaO56Mtj0TNGaTNGa0IF4znv0zRxSZozQAuRV7SD/xM4vo38qoZq7pB/4mcX0b+VJ7DjuUc0ZpuaM0yR6uUbcvWp0vXX7yK36VVzWZ4gvjp+h3U4OH27E/3m4H+falK1rsqN72Qtn8QtBuZGjuHls5FYr+9XKnHoVrorXUbO+QPZ3tvcKenlyAn8q+f5AeePxp9rYNO25ZTG3qpwa4FiLbnpvCp7M+h8En5gPxpxQAcCvHNPHiGyQfZPEV0ij+BzvX8mzXWaHr/iGacQXzWc8RBzIsZR+nscVpHEQloZzw04q5v3ZDiQ9R2rCj4lIrbX54ueuKxG+W5IrYwSKuu83uhf8AXxL/AOimqO1F0DMbl4WBlJh8tSMJ2Bz3p+unN5oX/XxL/wCimpzh2UBH2HcCSRnjPI/Gvj8/l/tCj3SPay9fuvmX9J03Tr9r172yhnKMg3yqDxsz169/5VhGBbTS7IlVDTLJeNHgAbCeB9MYFbenarZafazR3cgjSRHmZnIG4ksu0Z/2Ux+NU9TuLHVNXthbyJJAkKwEocrhmBPT2wPxr0YqUMLFeSOVtSrNnYzMptnfOFK549D2/HpXIX5lfwbrnkxFmkiZGxzgheRx35H5GrFz4x09JH3TxKpj+VN2drZbr6YAH5is+OXWm0uW40uGOWwWWQzWjgb5lbJZlY9MdvdTXbGLS1Odu+xFbItlcF5S3kr59pPLIC2FcrJCzMedvGM59uK0IvDzGzaaJopWa3QorD5uFx1HKnqeDjNZ1rqDNYWV2p+yjyhGksgLQTR5OElHVWByMnjjr63/AAvf2Uut3EawQWVxgxMkMoZLhiQwKdCcAH9ac43QJtO6M6MyWU3ktNvjKk7pnZ8EYz83JzzyD9eKiubovqejxbE2vqEO10YkEg5xggdua27fU9MTX72W4ljiFuDHFAx3bmJ+ZgMewH41BrdjGNd0x2VYmFzDc4XgB8lWXHv8v4iuaGDo+1VTl1NXXqcjjc6M6vBErFYZnKZB6CqA157zUY7YQJHGwPO7LEgZH9azbiQqrEdSTVPSnafXY1HPlqzufQYx/Wu+FecqiRMqEFTcmdXmlzTc0Zr0Tyh2aM03NGaAHZozTc0ZoAdmkzSZozQBf0v/AI+ZP+uL1QHQVe0v/j5l/wCuL1QB4H0pdSug78aPxpKKZIv41x/xHl2eGkTPLzrx64BNdfXCfE6XGm2MXdpWbH0H/wBehjjueVNlZQQaS6XuKR/vVI+GiFSaFaE84q5C2yVWyvBz83SqcfD1ftnWOZWcAr3yM1E/hdjfDW9rG7tqbELM8YZtvP8AdPFSU2NlZFZBhSMjinV4cviZ+qULeyjZ3CobqJJYHDKCQpxU1RTzLBEXbnsAO5pwvzXROLUHRkqm1jR8JeIbtpdC0OCMRrFfvOzr1kDLgg/QZr3LTG8kXNyFBMScZ968NsWTw1oI190i/tW8fbZIy5ESg/O2Pcce1ejeEPE8viHSJLgwG3O7ypAD8rnGeK96GsT8tqxUZuKOz/th7hJIvJADRtyD7Gqel86jEOe/8jVRWZTlSQcY/Cs3U9dg0h7eNnP2mdiIUU8nAyT9K1VPoupjUmqcXOWyNuyuvsdxJJjPylQPeqzMWYsepOTXML4guhOHcKyf3Mf1q1P4hRrVvIR0mPA3DgV1PBVE1oeVDOsNJN3Nys7UNSit2NsWO91KlgfuZ71k3mrXMiwtHI0YZOQvHOayyS7Escse56100cG1rI83HZ8rclJfMdI8hcrI7MRwcsTUfSrjRxzWHnAgTREK4JwWXsa5HxTDqU0J+ytstY0LSkPtz9a6p1FCDaWx4VOg69dRlLc5jxPOlxr87xyB0woBU5HQcVinpTj7U0187UlzycmffUKapU4010EHSvY/hMP+Kbuz63Z/9BFeN17L8J+PC9wfW6b/ANBFTHc0lsd7+NH40lFaGYv40fjSUUAL+NXtH/5CkX0b+VUM1e0b/kKRfRv5UnsVHcoUU2iqJHZrj/HVxmOytAfvM0jD6cD+Zrrs1594tn87X3TPEMap+PU/zrDEytTOjCx5qi8jnmVTwBx0qzBH5W0g/L7022jy/wCNabWaSoADXlXPaRatp1ICjk11GgxNJcnI+UIx/TH9a5vT7HyiCTk12ugxhRK/YKB+taUleojOvK1Nl4IVXHfFYt7HsugQOtdI6bkDjuKydThJUMO1eizy0c/rR/03Q/8Ar4lz/wB+jTbW3mgluXlunmWSTfGpUARDAGBio9blVLzRXc4T7W6ZPTLRsAPxNSXUczTWzrdC3iik3SowH7xcEYyenNfJ51CTxKitmux7GBaVK/mc3qUby6rch7YShHITc+QqkA4Azxzkn3NJo48jR9RZUZGkZxH5YPykKGPI5XPy9e4qC8vnN27QAHeWlbccZBOB+fH60Wmpr/ZtyiLIhncTFip2BQPmG48ZyuMdcc17tShOWEpQS10uePTqpV5yb01I7q0MdjJsfnG5hgY98eldtomrNo2mJH5Re0jiWRlUY2ZXJK9mHqOOenWuKllMkTRjG4pgfNjJxnHt3rso9A8VSRIito1mgQKNzSTnGMdgoqszpV5Sh7FbbjwE6aUvaPcueGtQ0mTT4YWilha8DTk3CCNCWIOBzjsPl69apXlrpr6w1rPb3j2iS+YwiUvsIHAOMnlsEemDzzVtPBeozIUv/EblSMMlrZxoD+LbjUyeAdHghIe41O4CgkLJeuoP4JtFZU6GIcbysmdEp0k9ChrNjZnQopLEJAh3IwJ+cRtwC/fPUmruq6Va2txZRRSM12zmSViclkXksR2GQB/k0+60+x0nw7ZyWtuCibNvP39w6c9ck/Xk1d/s6Cw0yaRY8XBtwjuWJPA6DJ6f4VrTpt6voTKST0OcvZcR/hVvwxBi1mu2HzTPhT/sj/6+ay70tKFjj+/Idqj3PFdZbQJa20cEYwsahRWmFheTkPFVLQUO5Nmim5or0DzR1FNooAdRTaKAHUZptGaANDS/+PmX/ri9UB0FXtKP+lS/9cXqgDwPpS6jew6jNNzRmmIdmvOfihJiTS07FZT+q16JmvNvigw+16UueRHKf1X/AApPYcdzzpuWxT1HBGaY33sinLw3NQaEJXD5qwvQGo5AAeKVTxQM2bA7oziQkDjaex9qt1l6Y+JmTsRWpXj4mPLUZ+k5HXVXCR8tArOmkfY1zInCNtRD0+taAIJxwT9aq3xjMXlSNsDDIbHepo35ki8yalRclLb8zKubye62edIWVAQi54QHqBVmHXL+0trWG0naD7LI0qMhwSW659aoEU017K02PzWcpSk3J6nT2/xE8SwH5ryOYeksKn9agsNXvtZ8W2d3qE5ll3FQcAADaeABwK52rFjdNY30N0qhjG27ae9aU52mmzmxMHUoyguqZ6n0pK4/VPF3n2ojsUeJ2++zdh6Cs6DxTqsJGZVkHo617U8fTi7Hx8Mjrzg5bPsemFd+mK/eOTb+BGawE8RaW90IBc/OW2gkYGfrVbSNaute0XXLU7IJYbcXETR+qn3rz/J3bu+c1zTzDlfuHoUsi5o3qb2PV7q8t7ONXndVDMFHuTWP4vnaLQtqtxLIFJHPHWuFmu7i5CiaVpAowAe1WJdYuZ7BLKfbLCjAjIwePepnj+eLi1uXRyV0Zxne9hZbm3j0OG2hRftErF5374B+UD0rKNSSPvctgLk5wOlRE15spXPfpw5ENJxXtHwpH/FKSn1un/kK8VPWvafhSCPCcjHvdP8AyFEdypPQ7ujNNzRmtCB2aKbmjNADqv6P/wAhSL6N/Ks7NX9F/wCQpF9G/lSew47mfRSfjR+NUSLXmOrSfadcvX9ZmGfYcf0r03OOc9K8oVvMunY93Y/rXHi37qR3YJe82T28e2TGK2IIwwGaoxplxxyO9aluvQYrzWeqnY0LeMAZrqLBRBpy+r5Y1y4dbeB5n4CKTXUQnNpF/uAH8cV14aOrZxYqXQ1Ih/o4qpdxB0IIq1AcRAHntSSKCK7LHEcpfWFtdwPaXkCzQP8AeRv88H3rOu/COjLpcv2HRoZ7ogKhkJkI55I3t1Arqbm1LAsorFvbq7sTELWykuZHJBAbaFwM8nB69KXIr3Hd2sconhq/urxohFJnzmjaUL8qHCk8+gwOfetq78HXJsI5XjiHk2hMsUYLPLLk4GMYPBHPtirza3rcSm4uLe0sLCNVMk1xJubJA4wOnzEj8Ko6d4hvr61u5pdWkn2REbNOtSdrZUcEgEkbu3rVubM1TiV7LwXeXdw0dzCYN9uJvMZchZCcBfqFAzjpXoJurW1WOKW5iQ/Kih5ACScADHqa89kFxqELC5Gu7YoVwbq4W1SZgQMdOCQxJ/3fxqtc7R9jvfs2k29xG3lF5J3uXCx7dpAT7x6Ek+1Dk3uVGKjsd2PFOitIkcV/HKzOEHlqWGScDnGOvHWqsPjCzu7kxWVjqFzhWYSLbkIdozgE8ZPT68Vy4llSdhbSSyy26vHdrp+nBfMlywBDnByvy9P7taWg6S2oRXUOpW+tJCwQo17OAWIz90Dkde9SMbHqOo3d2JLDwsgniYsv2q7AERJ5O0fdJ56DtVyebX1hmOqLYxwSLgJAxLKcjGT34z+dbGnaHpukFzY24iaQAO24ksASRnJ9Saq+JciyjfPAfBqJ+7B2Lp6zVzB0uA3GrK5/1cILn/ePA/rXSVlaDCUsmnbgzvuGf7o4H9a1Pxq8PDlpoyxM+aoxaKT8aPxrcwFopPxo/GgBaKT8aPxoAWik/Gj8aANDSP8Aj6l/64v/AErPHQfSr+kf8fUv/XB/6Vng8Cp6lPZDqKTNGaokWvJ/iVciXxLbwD/llbjP1JzXq1eK+NbkXHjG8YchGEY/ACplsVDc51utKKH4OKF5qDQV/u01GpxGRimAEGmMvaeyrdLnuMVqiZGlMQbLgcisazRmuFI/h+Y1JDKVMs49CB+NcVekpzufR5XmM8LQ5baNsSCZ0uy3UnOfem3MzsAhbKDlc1HE/lyK+M45pZDvjVgMYJH9a1VNRkmefPGVKlKUL9bkJ6U2n9qYa2Z5g+2tpLy7htoQDLNIsaAkDJJwOa328DayutvpW2Fp0hjmZo33IFdgoOR15btmsTTmlTVbRoIhNMsyFIz0c7hgfieK9CGoWfg6LXWQyw30sEBtrSU5aJWBJTP+yxz+ApXHY569+H+qWC6s0txZFNNOHInAMhyOFB5HXv17VBeeDp4/Ftv4ctbyKa4mjRhJINiqWTcQev5112raTd61qXifULeFDC1vZSNJO4VCw2OeT7Vb1rw1qtv41bxNc2ka2JuI4Y45JAokVo9gHqBk4/Gi4aHI2VpP4K8SPaXpguzdwvbEWUyyYLcAH05xwaq3ngPVbO20mU+Wz6pcm2ghyQwYNtG7sBUkcUekfEa3fV9N/siCO4WV7fJcRgdMHuMjrXWweLBrul295dKltLJfT2sDlsJbvJb7VYnsN3Oe1F2I4Ky8Jape3up2kaoracjvcSFvkBXsCOpPb1q03ga9/wCEMHiVb21aLyvOa1BPmrHu27umOtehv4l0JL240/8Ata2tp4XtLm4ukXMdw8S4lUEdSeMetY2p6vYWfhKaWW/hlnv9IW2htUbdIGaUuS46KAMUDseUnqaYaeeKYxoJIicGvb/hcMeCoz/euJD+orxBute5fDIY8D2p9ZZD/wCPVUNyZbHY0UmaM1qZi0UmaM0ALV/Rv+QtD9G/lWfmr+i/8hWH6N/KplsOO5n0UmaM1Qhk5228p9EY/oa8qtCCw5969O1KTytKu5B/DC5/SvMrQDHTpXDjOiPQwPU17ck9604OoNZVqpHXvWpCwRORxXCkeg3oUPEmp+RDb2aMN88gLc9FBz/OvRLE+ZZxHPVV/lXkWqwy3Wqid/4WCD2FetaUc6fDkZG2u+jGyPPry5malueMVIfQ9KhjYKw7Cp9ysMDrW5gVnGM4qpJGM1oMOelV5UAOcUgKphimQxTxJJGcEo65Bwcjj61YnsYLmwe0G+CJwBmA+WV6dCOnSlQDNToeKAMIeCtCMMcU9q90EZmBuJWc5bGc889B+ta0elafEIxHZW4EX+rPlgleAOM9OAB+Aqzk9KXOOKoQAlRgHA9BTScUp96YcUABINZ+s2hvdLeFWCncDk/Xn9M1f4FRTH9w/Hak0nowTa1RnIqxoqKMKoAA+lOpM0ZrY5xaKTNGaBC0UmaM0ALRSZozQAtFJmjNAGjo/wDx9S/9cH/pWcDwK0NH/wCPqX/rg/8ASs0dBUrcp7IdmjNJRVEi55rwLW5hceILyUHhrhyP++q92u5RBZzyk4CRs2foDXz3M5ebeerHJNRI0gLKPmzSKaV+TmmA1JZMOlFRhyKeDmmMsWsywlywJJXAxSKCLJm9XH8qhFWZzst4oenG41hJLmO+jNyotS2S/MrUpciMp2JBpM001tY4E2thKa1OpDQwOp03wFqt7b/aWeGFWiEsI3ZL8ZA46duaXWPDGtXEOmxrps0lwkBilZTuBIY4yfp0q34Dv5nvbe0jlYtG7s6u3Hl7cYHvmvTsnvXjV8VVpVLM9Sjh6dWndaHimsz6zah7S6vpJYm2LIsbHyy0Ywo9CVHpWdf6zqWqMjX1/cXJUAL5spOMdMCvUfH+mJe+HWuC2xrQmUAL97PBH9a8gNd+Fre2hzPc4sRR9lOy2HSSyTSb5ZHdvV2LH9akF3P9iNl5h+zmTzTH2LYxn8qgoroMA6D2pmKcaaaAGnpUbYqQ9KhegRGTXvXw7Ty/Aunf7Qdv/HjXghr6B8Crt8E6UP8Apjn82NXDciex0WaM0lFaGYuaM0lFAC1o6J/yFofo38qza0dD/wCQvD9G/kaUtio7ozc0uRTefSjn0pkmb4ik8vw/ekd02/mQP615/arnNdt4tcjQWUHl5UH6/wD1q5C0TC9Otefi379j08EvcbNG2HAB7CpprpYbq2t/4pCfwAot0wM0up2yxanp8YX975Zkc/U8CsqMbu5vVnyqxa+wLIrMV/iz0rsNJA+wxqOqjn86xI4B5Q9fetvTRtj/ACrtSOGTuaGcEVOpOOgqBuacrHjkVZBMwHUCopBmnZbPBpGyeppDINu08fzqRaa6nrmnL0oSAcM5pxpopQcdqdxB1pNtBpM0bgG2oZziB/pUhYDvUM5BgfHpQtxPYoZFJmkyaOfStTnFzS5FNzRmgB2RSZpM0ZNAC5pcim8+lHNADsikzSZo59KANLR/+PqX/rg/9KzgeBWho3/H3L/1wes0dB9KS3KfwodmjNJRTJMfxbcfZvCmpyd/JK/nx/WvDH7c9q9e+I0xj8JSKDjzJkX6jr/SvIG5VaiW5pDYkzlAaZQh+X6UGpLFFPU1GKeOtAyVRuZQO5qa8P8ApUg9OKrKxVgw7VJcTiedpAMZ7Vm171zpjKPsHG+tyMnmmk0hPNITmtTmFoNJR2qWBc0nUpdK1SC6jd1COpfZ1K55H5V6pp3jbTLvTGvbqRLTEpj8tmyfY4+leO009c1y4jCwravc3o4iVJWR6pqXjfT74PpumuTcTHy45ZYx5RbtnPYnivO9ZgvYLwpfWKWko6qkewN7+h/Cs4E1buNVvruzjtLi6klgjOUVznH49adLDqjpDYKtd1V7xTpM0GkroOcD1pppTTc0AITULd6lbpUB6mgLDGr6J8Irs8H6Qv8A06p/KvnVj8pr6Q8PLs8N6Yvpax/+girhuRPY080ZpKK0Mxc0ZpKKAFzWjof/ACF4fo38jWbWjoX/ACGIfo38qUthx3Rm0UZozVEnMeMJSUs7cfxOzn8AAP51jQRgECtLXCbvXCq8rAgX8ep/nVaGNvM6d68qu+aoz2sNDlpI09OgE1zGpGVHzH6CkvwJvFHr5cSr+eT/AIVp6RDsheZhhnOB9B/k1nRAv4gvZD/z12j8ABXTThy015nLUnz1H5Gwq5TA7Vq2oCKB3rOZCOe9X4ZcqNy8461oZM0F5FGOaijkFTZDDNUIUOQcH86RmB70AjuaQsuaLAMLEnr+lKppCQT0pecdaAHg0E+9IKWkAoNITRnikJHrTQDT9ahuGCwMPXinyc9DVa4J8oc8Z5prcmWxVzRRmjNanOGaXNJmjNAC5pM0ZozQAUUZozQAuaSjNGaANHRv+PuX/rg/9Kzh90fStHRj/pcv/XB/6Vmg/KPpUrcp/ChaKSiqJOG+KTldBsgOA10c/wDfBryoHcn0r074rTAabpsPdp3f8AuP615in3WrOW5tDYfEQCR609qhXhqmJyKksapyacOtRA4NSA8UCFJxSZprGmZ96AJMijNR7qM0XGSUvaos0bqQh+cU0mkzSZoAWkzQTTc0AGaQmmlqQmkA4kU003dRmgBGNRGns2aZQBG33WPsa+mNMUJpNko6C3jH/jor5nflWHsa+mrLiwth6Qp/6CKuBEyxRSUVqZC0UlFAC1paF/yF4fo38qzK0tB/5DEP0b+VTLYqO6M2ikpksqwwvK5+VFLH6Dn+lVe2oHKb1fW79e/mmriwqm58duKydIL3E8k75zI5Yn6810DqyQNvK7B61403eTZ7tOPupF7S5o59OhaMggDawz0I65rIsW8y8uJR/HMx/X/61Y3hfVW/4SXUbNWzC8Bnx6MpAz+INbOkI3loe+MmvQUuaMTzXT5JyudEo3KOTnNTbGjI64qOAq5UYwQeRV5oCRwc1RJGjc1ZVscjpVVo2Q9MGrELErg9feiwh5P0pobsRxSkEHpTOc8imA7gHIpQaTGf/rUdKBDg2KC3HSm549KPrSACxx14puccmndRwKYw7H9KYDAzM2O1RXDDaFBzzzSyNsjZ3ZY0UZZ3YAAe57Vhaf4i0zW7+8ttOn88Wm1ZJVHyMTn7p7jjrTW5MtjTopKK1MBaKSigBaKSigBaKSigBaKSigDS0b/j7l/64P8A0rNB+UfStLRf+PuX/rg/9KzB0H0FSviZT2Q7NGaSiqEeX/FW4Lahp9sOiRM/4k4/pXBR/wAVdX8Rbj7R4rkjGcQxIn49f61y0YAz71k9zeKshg61OvKe9Q4+Y1JGeopDGN8ppQ3FJJ0zTVPFAAW5pM0h60hNDAM0ZpuaCRSEPzS5qLdS7qAHlqQmm7qTdSAcW4pu6kJpM0AG6kLU0mkJoAC1JnNJmkJoAWikzRmgBpBPFfTdtxawj/pmv/oIr5ohXdPGn951H619MxjbGq+igfpWlMzmPzRmkorQzFzRmkooAXNaOg/8hiH6N/Ks2tLQf+QxD9G/lSlsxx+JGbWN4nuvs2iSqDhpiIh9D1/QVsVx3jOZxd2kLHERQsP97PP6VnWlywbNaEeaokN0U7IR+dM8Va2um6Yw8weZL8qD+dPgVYbcMgz8oI965z4m6alpZaddGSQzSFkf5vlxgHAHavOhTctex7EpqFl3Jvh1ay313q+rl/3aQm2VfVj8xP4AD867bRZYp4YnhdJYmQFWU5B+lcf8H7rfoeq23/PK4Dj/AIEn/wBjXl2jeJ9X0C4LabevEpbJjI3I31U8V2pWijznJucrn1BbbGutpyvy1fw6LlWBFeGaZ8Z7yF0fU9LimK5HmW77CR7g5FddY/GTwxOgFwb20bvvg3AfipNNMk9JKs8e5evpUabhkFOfaudsfiF4Ruv9Xr9opPaQmM/qK24NU0+4bfb6lZyAj+GdT/WquItbj1xTcs3QUhuYcbjdwAd/3oxUMuq6dAN0mp2SD1a5Uf1ouBZUN6GnbPXA+prAu/HXhSyz9o16yyP4UcufyXNc5qHxm8K2rFLSO9viO8UWxT+LY/lSuB6FtB6EmgqEUsxCgdST0rwbV/jlrM7ldK0+1sk7NJmV/wCg/SuE1fxbr+vkjU9VuZ0Jz5Zfag/4CMCi4WPo3WPiD4W0R2S51WKWVeDFb/vWH5cD864LWPjaXVo9F0rYxOFmu2zx67B/U142oA6CpFbJGKm47G/rPinWvEDf8TLUJZk6iIfLGP8AgI4/Ou8+DkZ2avJg7SYl/wDQjXlGSOoNeu/B2UNpmqxdxOj/AJrj+lVD4ianwnpdFJRW5zC0UlFAC0UlFAC0UlFAC0UlFAGnov8Ax9y/9cH/AKVmA8D6CtHRf+Pub/r3f+lZo6D6UkveZT2Q7NGc0lA6imI8K8TTi68UalMG3AzsAfpx/SszHTFaWtafd6fql0l3bvHulchivDZOeD0NZ24AYFZM3WwxhzQv3qcwyuRTV5IHekxhIOKiBxU79xVdhigAJpO1IaTPFK4Dc0hNM3c0hOe1IQ/NG6oyQDRkUASbqN1R5FJkUAx+6gtUe4UhagB+aTcKZupu6gCTNGcVHuo3UASbqKj3c04EUAT2g3ahar6zIP8Ax4V9M5xXzVpEZl12wQDJa5jA/wC+hX0oep+taUzOYuaM0lFaGYuaM0lFAC5rS0I51iH6N/6CazK0dB/5DEP0b/0E0pbMcfiRnVgeL7P7RojSgDfAwcH26H+f6Vv1HPClzBJBKu6ORSrD2NKaumh05cslI47SQL2xg/ebAJFD8ZyueatfEDQp9d8OlLOIy3VvIJI4x1YdCB/ntXOpdy+HtUlsL2JhEW+90yOzCuzstehkjBdxJFj/AFqnOP8AeFcVFqN4SPUrxnU5akNbHMfDDw7qGi2OpT6hbPbtcsojjk4baoOSR25Irw9lKSsO4bH619VWt3bX0XmWs8cyE43I2cH0PpXy3fJ5d/cJ3WVx+TGumaSirHDCTlJtjVwVwfWk2jNCdD9aWszQQqCKWLA6ACikXrTAnIDLzzUBVQfuj8anB4qFxzQBLG3BFNPGT6CiOkk4jc+1AFQHJzT160wU9aAJQKcAAaapqQCgBwYYxXq3wcPGsLn/AJ5H/wBCrykdK9V+Dg/5DB7YiH/oVVD4iKnws9ToooroOUKKKKACiiigAooooAKKKKANLRf+Pub/AK93/pWYOg+laei/8fc3/Xu/9KzB0H0qV8TKfwoWiiiqJKuo6ba6tZm1vIvMiPOM4Kn1B7Vwep/DHBL6Vd5B58u4/ow/rXo1FJxTGpNbHhmo+HNY0hj9qspNn99RuU/iKyUO2Q/L+tfRPbHavNPFVtbS69OPJjwMD5VA7VjVagrnTQTqyscERlsg/nUUqsPm25HtW3qenQW0e+MsD1wTWGX3NtCnPtWcaiZrOlKLsyMHPGKawxUrxvGNzRuB69qiLHHynP1qrpmbTW5BSHrUjZH8KmmNjuuPoaBEbnpTd1OYL/damYGe9Ah4IoJpp69aTHOM0AKTTadtNG00AMNN5pWzTOfegB27mn9qjANAJBxQBJSZzRTScZoA6DwZD9o8ZaRGf+fgH8gT/SvoavFfhl4evbrxFBq7wulna5IkYYDsQQAPXqa9qraC0MZ7hRRRVkBRRRQAVpaD/wAhiH6N/wCgms2tLQf+QxD9G/8AQTUy2ZUPiR8xf8LP8Y/9Bj/yWh/+Io/4Wf4x/wCgx7f8esP/AMRXI0Vz8z7nTyx7G/qXjXxBq5jN9fiUx5CHyI1Iz15CiqkPiLVrZi0N4yE91VR/SsuipaT3LUmtmb+m+NfEOkyzS2OoeU8wAkzDGwbGcHBUjPJ561izXMs88k0jbpJGLscAZJOT+tRUUxdbjxI46NQZXI6989KZRQA/zX9f0o81/X9KZRQBKLiUdG/QU0zSH+L9KZRQBIJpB0b9KGnkYEFuD7VHRQAZNLvb1pKKAHCRx3pwnkHRv0qOigCTz5P736CvYvgyxNvqpPU+T/7NXjNevfBq5RZ9StSTvaGKRR7AkH+Yq4fERU+FnrWaM0UV0HKGaM0UUAGaM0UUAGaM0UUAGaM0UUAaOjH/AEqb/r3k/kKzR0H0rT0b/j6m/wCveT+QrMHQfSpXxMp/ChaKKKokKKKKACvNdZbfr11/11NelDrXmN4S+q3Tnn96x/WuXFfCj0MvV5swdckBVhWHagGYVoavMWJ56ms62/1tc0djtqO8zbkOIlx6Vi3CK7t8uK2pDmAYrIm4c0QbCpFMrxW8bttfOPrTLmzVOUdselTKdsgxT7jlAferuzBwjYy2Rh/F+lRneO4qzIKhboatNmDgiLe2/bjk07kHlKiJxcR/WrJ+8KpslQTGhCx/1bH6Cgx4PRh+Fa9gAUf2FPfGelRzu5qqCsYLJ/tGo8DON1b5RT/CPyoEUf8AcXP0p+0D6uYSxk9mP0FP+zydon/Kt4ADoAPwpr0e0Y/q6H+GvBl74luJEiljt4ogDJJJkkZ6YA616np3w38OWMcZltDdTLgl5nOCfoDjFZ3wwjAttRlxzvRf0Jrv66aaurnFW92TihFVUUKihVAwFUYAH0paKK0MQooooAKKKKACtLQP+QzD9G/9BNZtaWgf8hmD6N/6CamWzKh8SPjWiiiuY6wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvQvhXO0PjO3jX7sts6tz/s5/mBRRVQ3Jn8LPdqKKK6TkCiiigAooooAKKKKACiiigDS0b/AI+pv+veT+QrMHQfSiipXxMp/ChaKKKokKKKKAAdRXl10xE1y3fe386KK5MVsj0cu+KRx+ptlsY71Xt/9ZRRWK2OqXxm11txWVMfnNFFRHc0qbFeXgjFPc5iH1ooq0YFR+c1C1FFaIyZSY4uk/3hV5utFFDM4mpp/wByT6U5utFFZvc7F8I3NKOooooEPJxUb9KKKCj0/wCGSAaHdt3a4wfwFdtRRXbT+FHkV/4jCiiitDIKKKKACiiigArS0D/kMwfRv/QTRRUy2ZUPiR//2Q==", "path": "000158.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.
000159
Men Tshirts
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", "path": "000159.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.
000160
Men Tshirts
{ "bytes": 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", "path": "000160.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.
000161
Men Tshirts
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"path": "000161.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.
000162
Men Tshirts
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", "path": "000162.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.
000163
Men Tshirts
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", "path": "000163.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.
000164
Men Tshirts
{ "bytes": 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9a63bkUxox6UD5UcDP4WXB3AisW68NtGGwMivUJYwScgVQmtkbPAp8zJcEeSXGkPCMlCfp2rOkiOdpVjivVLvTYnBBUZrmdR0Is7MnBqlJ9TKVPscZ5ZDZzx2HpQSpPOKuXdlNbOVkUjHes6QdzzWqZzNWHtsA4br6U6Pd259zVdTlsCrcakjvQNEyI7/ACkjd19q9A+FulpJ4ha4lG5ooyyn0JribPajgtyufmHrXs3gLTvslt5rgeY67sD+EHoKAZ3lFIDS1QgooopgIQD2pMe3606igBuPb9aNvtTqSgBtFFFABSGlpDQAlFKRSYoEGKSlpO9ACHpRSmjFAGnRRRSAKKKKAEPWkpaPwoASil/CkoAKKKKACkpaKAEooooAKMUUUAJRS0lABRRRQAUcUUUAJ9K8v+K0Vw32GQIssURYHHUE+or1GuC+JNhFNp0VwbjyWDBSCMh8f1oYHiriNZA4yCTjaO1LdDF+cjCkcU54WSVsZfuTjrRdjz76IR9GHPtUlo6fwvbzGRUCblPcV6tbQ+XCikDgdq4vwXZboVbBJHU13yqBjisZM6YR0FWJSBxUoQAdKQMOnFO3AnANI1sLsGKjkX8qlzTJKZJQkXBNMbpU8hGcGoWGallIiIqNiBxUxFQSjFIohfBNVJlqw5qB+RQSUZEyeaozRLyMda05OO1VJBuzTA43xJbqICwHIrhZgc16F4oj2wg84JrgpkzLgHg1rA5Kq1K8YORkGrqnbwwxx1qIMQwXAwDU0pVwq9DmrMi3BOAH2FckYwRXvHgOwlh8LWE03BlTeQerema8M0TSJdV1i2so22+bIAx9B3r6aghS2t4oI+EiQIv0ApoCTFFLRxTEJRRRTAKKKKAEooooAMUhFLQaAG0U7FIRQAlJS0hoAKTHNLSUAJRS0lAGnRS4oxSASilxRigBKKDRQAUUUUAJijFLRQAmKSnUhoASiiigApKWigBKKXFGKAEooooAQ0UtGKAErM1/T4NR0e4t51z8uVfHKkVqYpksYlRkPIIwQaQHzhqGIp54vLww+UNWYvyXKI3JxjPpW/4yg8nxLdMsn7sXBRB2I74rD2C41ONACWZ1UUmXE9h8F2X2fQ4nJyWFdEzbQSTwOvtVWxgj0/So4ywVI0+Zj9K5W/fU9dEhtZWitgdqDBG73NYdTrTsjfn8QWVvKYzcJke/FTQa1azEFJFcAdVNcDJ4Ov0iL7i7DkqTxXPXllrOmSf6udIwchozmrSRHNI9vS7icZEg+neleVSOCM+leI2/iPVrcrunmAzySvNdZpPia6uifMGSDyQaGhxbe53DtzzSryKpQXHnIGqdJMHms2aolYDGaqStkGku7sRRsQQK5XUPE62z7etFgbsb8jAZqq8gBxXFXHjfcT+6YDtjtVdfGoIwyN9arkZHOjtZJB61Aea5MeMY9wGCR71u2WpQ3kQeJwc9R6UrDUkyrr1p9otflPIrzS9TbIydCOpr1i/Ia0fnACmvI53ea7lA7sfwq6bMayHWy7mDEZwOtTA4+Y+tClYrdUAAJ6mm5IYAd60Oc7j4bW7zeLbcgAqil2DdMV7x26mvLvhRpD7JdTmBG4bU+lepVQBSUtGKBCUGig0wEooooASilooASiiigApDS0hoASkNLSGgAopaSgBKQ9aU0UAadFFFIAooooAQ9KUdKKKAEooooAKKKKACkIzS0UAJtoxS0YoATFGKXFGKAG0UpHFJQAUUUUAJRS0YoASo5UZ42CPsYg4PoakozQCPAPE+iagmqTzXDRviUnKHOfw7Vn6Ha+f4ps0I/jB5r1fxfoT6hqiG3GySUEEjgE4rh/Cdn/xV6CQfPHnPfpWVzp5UrNHqUsCvF5Z5UnJHrVG9uodPhZiOAOwrVx1rMvLPzySR9PasjaJylzrlw8uCzRM3KwQpvlI9SP4a5TXPEepWU06Bmj8nG8SMMgntiu9tdKl0u8ae3VHL/eLDk/U1zni3w22s3TTqyJGz7zEw5D4wTn0q09CZXvocjba1qV6jSBkbbgsJIgRj8K6fSJFu1Akt1gmXr5fQ+4qDT9GbTIpkO15JAFyBwAK6Lw3owikzKSVxkD0+lJ6lRXc2bFNsQx6VNJlVzV2K3WPIA47VU1D5UNQWjB1S4DKy54PFcbf2lkgaS6unRR6VuajKWYgHr61w2qyu12VKM7D24FOJM1oTmPQ5CfnvceuwYq1baToMykLdXAY/3hVXUdKeDSbW6OWjkzvPP3uwOOlUdC065ubqJTJIhd9pAPRe5rXUwOlXwnZTJmKfevqDk0kei3OmqJbZt3lnPuRQpk06/NsZF8xR8kyHhvZhXTWlwbiENIuGxgg1DNFG+pQuiZ9HkkAO7yySPfFeVbj5jDuTzXs7wqqMFGA3WvJNStvJ1e6iA+45H+FFPciqtCCUboxj0qzpljNqF7FaW4BlkIVQTioGXbGPXNdz4H0uOa9guHx5hkXyh3NatmKjc9c8K6U+k6Hb2skeyRFAb5sgmtzmjHTsMUVZD3A0mKWigQlJTqTFMBKDS4pMUAJRS4oxQAlFGKKAEooooAQ9TSUuOaSgApKWigBp6UUtGKANOkxS0UgExRS0GgBKKKKAExRS0UAJRS0UAJRRRQAUUUUAFFFFACHpSU6kxQAlFLijFACUUuKTFABRxRRQBTvo1JjkI5QnFebaFa/ZPHVxG6YYBip9Qea9I1I7IVOe9cdcQSJrFrqSKTtYJKR6HjNYy0Z1U1eFzqQOMUxo89qlHJpcVkaIqPACvIrOubTdkYOPetlxiqsiZyaY0YS6bGH3OMntWra2wjGQvUcU5YNx6VcCgAAUFEO3BrMvyNrVrnvjrWHqh2o3NAI5S9hLFiKqaZbgTMSBu9SK12ANQrF5cm5RSQ3qPmtkmQxyKpQ9Rjg/hVNdLtbdi0MQUkYJUdq241DdRUhhRh0p3ZNkc9Jp0Lc+WNx6t3qzbwmI4BOPetZrZCOOtRGEKKLlEWMivMdet2h164LDAkfdXqWwYrz7xMjXGtsVUkLgDFVHRmc1dGKLBrm6S3iBZywH/wBavVPAlmF8RbAuEtl2/jisrQLCCGJZnjBmPRu9d74S09YBeXu3BnfCn+dUnzMiyhFs6XOaKKWtjlEopTSUxBSUtFACYopaKAENJS0negApDS0hoAKSlpKACm06jtQA2iiigBKKKKANOiiikAUUUUAFFFFABSUtFACUUUUABFJS0UAJRS0mKACiiigAooooAKKKKACiiigBKSnU2gCC6QNC3Gcc1ztxEYhIoG6KRCPoa6kjIIrGvBIhaGOJTwfmPYVjUjrc6aEtGhbRy9tExPO0VMTiqWnE/ZlU54q315rM1Qh5phj9al4xQxwBSKQwAKOlNZsfWnO20ZJ4qAsHfAOe+BTuMd6k9a5/Vucit5/kQsxHpWDqp3LkUDSMXHY0oAz0pCh5PakztbFIdi9AOM1aVeOaqW7YPtVwGgLAQKrS9OKlkcjvVctmgQzOASeAATWHf2sMdm924G9pAwz2rYuSfJwP4iBWZqWnTahdpGAfs6gDA4+tFxLcxrK9uZroJFnbn0r2bRYGt9It0cfNt3H8a4Hw3pkM2oi0tYiI42zLM3oOwr04gD7owoGB9K2pLqY4iVtEJRRRWxyBSUtFACUUd6KACiiigApKWkoASkNOoNADaKWigBtFKetJQA3vRTqbQAUUUUAadFFFIAoxRRQAYoxRRQAlFFFABSUtFACUUtIaACijFFABRiiigBKKMUUAFFFFABRRRQAUmKWigBuKjlgSb7xIPYjqKmpuKNxptGDaqI1kTJba7DJ+tWs1FPiO5uAOgbP506NgVx3xmuaS1OyD0JB0pH+79KM8daY5+QntUlogYl3C9q5vX7LUEvobnT7h4pNw2t2+jD0rTudXigBaIK/zYJzXL6r4luZJNsEoCsdo4600g57HRSakXt4/NI3jhtnIJ9qyNW1FEh+RfMOOFzjNcneare6dC8hZWjPAx296z7zUJ7iBGjkbgfN9TVcoucntNT1ebXAbo+XAQcIv3f8A9ddFcTfOpU9hXFJqzB0jcbgD19K6G1voplA3deBUtFxmnodDaS5GSavmXPpWTa8LV1TmkUPdjmm9qU9KjdwB1oM2Vr6aOIQmSVI139WOKswWV1ePi23vn+50/OnWGjx6/NNbXSAxeSc8Z5J4x7132mWKabYRWsY+WNQue5+taxpprUwdZx0RV0PR00myCHBnfl2H8q0+1OOTTa2SS0RhKTk7sKKKKZIUmKWigBpFJT6aRigBKMUoooASkpaSgAopaKAExSU6kIoAaetIaU9aKAEopaSgAooooA0sUYoopAGKTFLQaAEooooATFLiiigAxSUtBoASiiigApO9LRQAlFGKKACiiigAoxRRQAYoxRRTASig0UAFJilooAxL5QNSkXoGQMajBIkDdcDAx6VZ1RRHPDPkjd+7OBVd2+R1dug5xWE1qdNN6EkWdmGPzA1geJb11h+yRK2TyxHFbUcg2jpyPWuf1GWSS6m6eg9qg1vc56K0uZpPKiY4HzH0zWxB4YgIM1wwZyuAXPT6CqFu+qJva0t0cZ/1jnAps1l4nuPnW+tEH90ISaZap3NDUfDllfacbaFlBx14qo/hqxtdN+zq4aZuWJrOM2vaeiLLAk7DO4oSCapPqur/AHjpEo9mekX7Iz9T8KyRs0ka8gdqy0tbi1QDByOv1roIvEt5HkXWk3KLnGRhhUrarpd84U/JIeqsMGi5nKmVNK1OaK4Czg7CMHNdYrAqGXkEZrnbuxUASIpX+6a2bNyLNcnc3SkxK6LnUVC4DDbjFSKw4z3okYRozYGRQtxNnQ+DrYj7ZOxBBKqpA/Ouq/Osvw9am00eFSMF8uQPetM11R2OOT1CkPWlpO9MkMUYoooATFFLRigBKKKKAEIxSUp60lACUUUUAHFHFJSigApDSmkNACUlLQaAEpKWigBKKXFGKANGiiikAUUvFHFACUUUUAJiilooASiloxQAlFFFABSUtJ3oAKKKKAA0lLRxQAlFFFABRRRTAKSlpO9ABRRRQBV1CPztPmXGXC7k/wB4dK5iOdpo0ZowCDmX611lwcQN644rkb62NtcSOA5im7g4CtWU9zemXYWjkO7YQT26Vk6psW5b94Ezio4b9xvUHCoMcctWbHD9tvGnM7MVP8Q4rOxpc6a2ijjt1CLwRxQ4QHqFP86jiuF2D5ge3Ws/V3MlsfLfDg9jSNky3OwOAQrAVnzSF1+VAPTArh9U1C+tZlJuXGO2agtdbvXkAFx8h9T0pj9rY6uWKQtyuM1XOnW7NvkiVm9xUUFy+zMkm6rX2hVAJzikHPcguiEiERAAPQ+lWYU2xKFXhhyKo3jNOB5LKQDyD1q5bzjYQwA2jApGbZYDFUKgZ7Vb0u3F/qVvbchS2TkdQOay5pfLIPPrgV0fhGEnU/NbuhIHpVR3IlsdsMAAAYA4H0ooorpOR7hSGlpO9ACUUUUAFFFFACHrRS0lABjNNp1NNABRRRQAlGKKKAEoopeKAG0U7AptABSUtJ3oAKKKKANKiiikAUUUUAJRS0YoASilxRigBKKXFGKAENJS0UAJRRiigBKKKKACiiigANJSmjFACUUuKMUwEopcUlACUUYoxQgK18cW/wBTWbLEk8TRv90/mPer98flRfU1SJzWNR6nVSXunGzy/ZLyewuMD0dh1B9DXPTzTWskjwOykHYERc/LXca/pg1G3YBikyDMbjsfQ+1eefaGNz5chZJIsiQehpImWhpDUpoYx5xb5TlB3J/2qvWV6ZyzyFTI3LEH7v4VgM87fIZS5YZUAjNWLKcW5ZeBjjn/AJaGhoabG+ItMW85wS+OCOhrn4NJMCbmDYHQg10WoXzhWZFwSAcDnFQQXkcseGGWx8w96QzPmuvKiVCxDDqc8Uw30m4MZGVD2qK/AlXYAA9Vg7Kvl5zjtTsS2zTN386tEcjGT7fSt6CZBYlpePVvSuRe4A5XGQP++RWxpKPfyRsf3dqh3eW3O9v8KTQRbNy0R7giZ8iIDCqR973rsPCgzezHuseK5wV1fhOP5LqUgj7q0Q3Kn8J0lJS0neug5QpO9LSd6ACjiiigA4o4oxRQAhpKdSUAJRS0nSgBtFLijHvQA2iijFABRS4pKACm06kI4oASijFLigBOKOKKKANGilxRikAlFBGKKACiiigAooooAKKKKAEooooAKTvS0UAJSU6koASilpKACiiigAooopgFJS0UAJRS81TuroKCkZy3cjtSbUVcpRuyC8kDzYHReKr0lGa5m7u51xVlYjljDKcj7xrj/Efh17wNe2YCXa8MO0i/412jDIxVJwUwCMgmhOw3FM8fecxSurq6TxHaytwael5xG2MBfvGvRtV8O2OqAmaHc38MicMtcje+BZ43Z7a/UR54WRen496u5k4NGNcXvnldrFQx6evsarrexxbhjaQetWH8Maqkxy8Le4PFQt4a1EkKzwKAeuecUXQrMrzzCdmH3WLYBHpVadikgdGwB0Iq8vhu7BJa4RRnkgZzWrYaFbwMHLebIehboB9KOYfI3uY+n6ZPfSrPcpth6jHU/h6V2VrbLbxgKQFH3VA6CmrDtYY//VVmNSWzwahu5cY2JlPFdt4Yj2aSXP8AHIT+VcTjFehaPD5OkW0fqufzq6a1JrbF2k70p4orc5RKTvS0UAJS0UUAFJS0UAJSUtFACUUtJQAlFFFABSEUtB5oAbSGlpDQAUUUUAIaKWkoADSUtFAGlRRRSAQ0lONJgelACUUGigAopwFJigBKKXFBFACYpKWigBKKXtSUAFJS0lABRRRQAlFLRxQAlFR3Nxb2lu89zMkESjJeRsCuJm+LnheC8MCm9nQdZooht+gzTA7rrQ2FUliqgdST0rxfxN8Xrq+iktNDgazhYYa4kOZCPb0rT+HMkVz4fEollkuGkbzzJIWJbPuamUuVFwjzM9EnvhITHDnHQse/0qsF4pEXA7U8giudybOuEVFDDxSZpxptIoa3NQyLuAB7dDU5FRtQBDGmzPfNJJGm08D6VLnB6VHIeaBamPc22SeKx5YdpYYOK6Wcc1l3MYx0oGYhgUsMDOO1O8tgCABk+lWmQBqTbk5zSAj2HG3BFSqMDHrTsEnk8UuKYgAyRk16VAoW2hVegjXH5V5suScV6DpVx9q0y3l4ztwfqK1p7mFXYtnrRTse1Ia2OcSk70tFACUUvFHFACUUvFIaAEopaQ0AFGKKQmgAxRilwKKAEIpufanUlACYoxS0UAMPBooOc0UAFJS0UAJRS0lAGlRRRSAKKKKACiiigAooooAKQ0tFADaKdSGgBKMUUUAGKSlpKACkpJZYoImlmlSNFGSzsAP1rgvEPxZ0TSi0VgrX86/3eIwfr3oA77HXtjrntXKeIviH4f8ADyMrXX2u5HSC3559z2rxfxD8Qdd8Quyy3Rhg7RQHatcm2ck9z1PrQB0XivxfqPi2/M905jt14itlJ2oP6mufDEdzTKX8KAHbyeprqPAniP8AsHXlWZyLO5ISUdlPZq5MnBxRkMMHp7UpK6Ki7M+p0IdAQwOQDkU/P1rzv4Z+LRqNqNGvZB9rgX90zH/WJ/iK9GIrnasdClfYib71IaeQO9NPSgtMjaoHNTEiomANBSZFuNI/IyKD1NITxSGVpgTzms+cZFaUxziqM2ADkUDM1xzTcU9+WpKCbiUUvekHNAmPXqDW3pfiSy0bTpf7SlMNvG24SBSdufXFYg6UjqjoyuoZWGGU9CPSqi7MiUeZHotlfWmpWiXdlcx3Fu/3JIzkGpzXgenazefDjxR5cJaXRrv5mt88Y749xXtmk63pmvWn2rTLyO4iH3tp+ZfYjtXQnc5WrOxfooPFFMQUUUtACUhp1NPSgApKWigBKTFKaKACiiigBKQ0tFACUUuKQigBp6mkpT1oxQAlFLikoAKSlpKANKiiikAUUUUAFFFFABRRRQAUUUUAFIaWkJwpJIAHJJOBQAlHWue1Lxx4b0ncLnU4y69Ui+Y15x4l+MlzcK9voUBtYzx9ok+/9QO1AHq2reINJ0KLzNSv4bcdQrH5j9BXnWufGaBA0Wh2RkP/AD3uOB+C147c3k95cNPczSTSscs8jbiTUZPegDa1zxZrOuyF7++eUdk6KPoBXPliTyaczZpmaAHChjTc0h5oAdmlzUYNPoADz1pAcUp4prL/ABD8RQBPa3U9ndxXVtKYp4m3I47GvffBfjC38UaauSI76JQJoj1J/vD2r55Bq5p+o3Wk3sV7ZStFPGcgqcZHofaplG5cZcp9QYxTGauU8IeOLPxPbrE5WDUEH7yE8Z919RXTsw9eazaOhNNXEPNRmnE1GxqSkxj1ETT3PFQFjSKuMlNUZj1q3I3FU5RmkFyoxyabUjAZxTWGBTsIZzilHSkzzQDTsIctKx4ph68UMwVcmkK5wfxDlUCyTPz7i1c9ofiLUvD2pLe6ZcNFN0cHlZB6MO9P8Y6it/r7KjbkgGzI7msLcT3reGiOao/ePqrwr4jtvFGhw6hBtWTG2eIHmN+4+lbVfK/h3xNqPhvUUvdPk2sOHjY/JIPRhXv/AIQ8c6Z4sgWOIi31BRmS1Y4P1X1H61ZB1NLSUtABTe1OpKAEoo70UAIaKKKACiikPWgAopaKAEoNLTe1AARTacKQ9aAEpKWigBKSlpKANOiiikAUGiigBKKKXFACUUuKSgAo74rP1bWtO0O0N1qV0kEQ6ZPLH0A71434u+LOoakr2mjq1lanIMuf3jj+lAHoniz4i6R4YVoN4u78j5YIiMKf9o14tr3jrXPEkrfa7tobYdIITtUfX1rmHd5ZGd2ZmY5LMckn600nAwOlAD3k35A+7TKZuozQA/pSluKjzSE0ABpMUho3UAGaOaTNGaAAGng0w0oNADiaTcQc0GkoAVlDcim57UoOKU4b60AOguJbadJ4ZXjlQ5V0OCK9R8K/E2OXZZa8RHJ0W6A+U+zehryplIGaQnIIPSlYpSaPp5JY5olkjdXRhkMpyDRnivn3QfF+reHnUWs5kt8/NbynKn6eleoaN8R9G1NEjumNlcnAKSfdJ9jWbibwmmdc54xVZjinGWOSPfE6spHDKcg1UaTBJz+FRY26XHSPgYqqxJ60pbNNPWgQ0r3qCY4NW9pCk4qjK2XxigYzPNOB5pm4VG04TuABQQTFuK5XxZ4lTT7Y20D5uJAQMfw1F4h8WpZqYbYh5vY151cTS3MzTSuXduSTVKJlOfYZuJJYklick+ppFPNFA4rRGJLuxU9reTWlxHcW80kU0ZykiNhlP1qsOaUcCncD3PwR8V4NQ8vTfETrBcn5Y7vokn+96GvUAQVBBDAjIIr4+Vu3UV6N4G+J9xoBj0/Vi91pvRZCcyQ/j3FMD3ykNQ2d3b39nFd2kyTW8oykiHIIqY0xBSUtJQAUlLQaAEooooAKKKKACkpaSgA4pMUtJQA2indqbQAlJ+FLRQBpUuKBRSASigiigAooo9uaACsnX/EOn+G9Oku76UAgfJED8zn2Fcl46+I6aGzabpRSW+6Sy9Vi9vc14vqGo3eqXZub24knlPO5zn8vSgC34i8Q3fiXVJL29J54jjB4RfQVhP1qQ8fSojQA09KiensaYRkUAMWnUgHNLQAhppNOPSmmgA69qMUAUHigBKKKAKAEp3pTaUUAOxQRS9qQnigBtGaKKAFyfXNIRmiigBMH8KAB0xTqTpQBe0/W9S0lt1leyx+qlsqfwrp7L4k3iHF/aJKP78R2n8q4jmjpSsilOSPU7bx7pNwvzyyQN6SL/UVq2vibSZiMajbD/efFeLE9qMD0H5VPIWqrPepNb0lYSTqloT7SisG48RaWpJF9Cfo1eRbV/uj8qCFxjA/KjkH7ZnpF14v0+IHZL5h/2Oa5jU/FV1eBkgzFGffk1zwwBQeafKS6jByWYsxJJ6k03HFLR2pkDcUYp1FACZxSg8UmBSigApynFNpR0oA6fwr411bwpcZs5PMtHOZbVz8jfT0P0r3/AML+LNM8V2PnWEgWZR+9tmPzx/h3HvXy2DirNjqF3pd5HeWFw9vcocrJGcH/AOuKYH1xj3orzzwJ8TrfxD5enasY7bU8YRwcJcf4GvQ+/PFAgNJQaKYCUUUUAFFFFABSGlpDQAUlLSUAHam07tTaAEopTSUAaeKKKKQBRRRQAtcN8Q/GQ8PWJsLJwdRuEPI/5ZL6/Wum13WrbQNHuNRuSNsS/Kv95uwr5t1fVLjV9Snvrpy00z7myenoB7CgCjPK0krO7FmYksx5JPrUBNKzVGzHHWgBGamZpSeKbnigBrUn86O9NOc0ABGDmkpx+7703mgBG6VH3pxzSDrQAvNFKelJQAlL2pBS0AIKO9FFADs8UlFFACUUtJQAUUUUAHSmk06m4oAXOKTOaWkoAKKKKAEP1pMU6igBMUUUUAFBopKQBRRRQMTFFLRQAlKOlJiloAKcDTaAaAJASrAqSCOQQeRXqXgv4sTafFHYeIGkntVwqXKjLxj0YfxCvLKUHBBHagR9aWGpWOrWoutPu4rmA4O+Ns4+vpVqvlLRtd1Lw9fLe6ZcvC4ILKD8r+zDuK9v8JfFLTPEBjtL9UsL9uAC37uQ+x7VQHe0UHg8/WigAooooAKKKKAE6Gk5pSKSgA7U2ndqbQAUnelpD1oA06KKKQBRRWJ4r1xPDvh+6vsjzguyIernpQB5b8VfEp1HWBpED5tbI/OR0aTv+Vebs3ep7mZ5JXkkcs7sWZj1JPWqcjUANJpho3A0hIxQAhPFMpxIxTeKAEzQaTvSnGKABTSNTT96l6igBnJopRSHrQAUUUUAKKD0o6UGgBtKBRilFACUUUHpQAUlKOlJQAUUUUAFNp1JQAlFFFABRRRQAUUUUAJRS0lABSUtJQAUUUUAFFFFIAooooGFFFFABT1NMpQcUCJB1pFJVsikBpaYHqHgT4nPpgj03W5Hnsidsdwxy8P19Vr2qCaK5hSaCRZYZBuR0OVYexr5FUlG3Dg16R8K/Fsmm6wmkXU5+wXRIVWPEcnbB7A0wPdaKDwSD1FFABRRRQAU2nU3tQAdqTBpaKAExTacelNoA06KKKQBXivxZ137ZrcWlxPmKzX5/eQ/4V69qmox6TpV1qEpAS3Qtz3PYV8w6heve3c11KxMkrl2JPcmgCnM9VWfmpJWzzVduaAFzSZplFADs03NFFABRSZoJoAG6e9Cn5aOopqHk0AOxSYp1JQAhoFLQBQAjUlKaQdaAFHSl7UdKKAG0Gg9aKAEooNFABRRRQAUlLRQAlJSmkoAKKKTrQAtFAooAKKKKAEpD0paTOaACiiigAooooAKKKKACiiikAUUUUAKDTgaZRmmBJT45DG6shKsDkN6Ed6izRQB9K+AfFSeKdARpWH9oWwCXCevo/411VfMPg3xFL4Z8Q29+p/cltk654ZD1/GvpyKSOeCOaFg0Uih0b1BoAdRRRTAKb2p1JQAlFLikxQAh6U2nHpTaANOilprkAc0gPOvi5q32bRLbTUb57mTe4/2Frw+Rs5967b4m6p9v8X3EQbMdqBCoHr1NcK5oAifpURqRjmozQAyig0UAFIaKQ9KAAmkoooAUcimg7WxS0xvvUATA0lIpylKOaACilxSY96ACgCjHvS0AJiigmk7UAIetFLmkoAQ80UY96WgBPwopaSgAoxRSUAB60lL9ahjm3sy475X3FAEhNA5ppFKtADh1oxRS0AJRR3pKADtSdKWkPSgAooooAUUUlLQAlFFFABRSGloAKKKKQBRQaAeKAFpVpuaUUwJFI4r6A+E2uHVfCpsZGzNp7+XyeSh5U18+g4rv/hNrH9n+Mord2IhvUaEjtnqtAHv9FAHalxTAaetFOxTaACiikoAO1IRS0GgDRqvdTLBBJK5wsalz+AzViua8bX32HwpqM2cHy9g+p4pAfPerXbXmoXN0TzLIzn8TWU7YqeZuMZqm5zQAFs03vSUc0AIaSiigBKQ0vam9qACiikNAC0yToDTuaZNygx60AOjOY6etQxnEagdTUycjNADqKKKACiiigApCBS0UANxSUp96SgAooppcKwXDFj0VRkn8KAHUlIJEL7PmV+6sMGnflQAlJSmkoAjnQyRFVOD1+taut67ba3YaRb2unJaS2MPlyyL/ABms01F5YVmI/iOaAHH060q0gp2D2oAWlpjOEXJ//XT2t7m0lMF3C8M2A4Rxg7T0NACd6KXFIeKAEoNFFACUtIaXtQAUUUUAJRQ3SkFAAaWiigANIo5paKQCEUDpSnpTRQA6gdKQZzTiaAFB5q3YXkljeQXURxJDIsi49jmqY61IpxTA+t7S5S9sre8jOUniWQH6jNTVx3wv1H+0vAtnlsyWzNA34Hj9K7HNMAzTaWigBKTvTuKTjNACUGg0GgC+x4NeafFy/wDJ0O2tAeZ5dxGeyivSZGwprwz4sal9o8SLag5W2gH5mkB51K1VmOakc5FR5oAaDRmkPSigApM0tIaADNN4pSKTFABSGjJozQAVHMf3XHrTyaic5iOaAEjOWj+lWh0qvCOQfQcVZoAKTvRmjNAC0UUUAFFFFACEc03Bz0p3Jzjk+leieAfhMnjbwpJrE2rTWsskrpCiKCox60Aec/pXUfDXUrHSPiLptzqKIbaQNCGcZVWboah8W+A9f8Ey/wDEwh+0WROEvIQSvtn0rmXVZU4PHXI7GgD6v8YfDvQvF+nuJbeKC9xmK7iUBgexOOor5l8Q+H9R8LazJpOqR7ZUyY5APllXsRXr/wAIvicLgReGdemxcp8tpcSN/rB/dPvXa/E3whpvifwzK13LDa3NspkgupCAEPoT6GgD5YPWinWdtd6hcta2VpNd3KsV2wLuB5xmu20z4PeN9SVXewgskbnNxIM/kKAOGNRnrXrsfwB1zYGn16xTjkLETVaf4EeIEI+z6tYznHGUK5oA8tHANGa6rWPhl4x0RTJcaO1xEOTJatv/ABx1rkydrmN1KyDqjDBH4UADK25XU4kQhlPuK0dY1288T6gmoX+wSxxLEAi4HHeqI7GlACjA+tAC0h6dKWiJFmvbe2kcQxTSKjTHooJoAYCGAYdCKWr2uabbaN4huNNsrtby3jxtlXtkdD61R7mgBDSjpSGlFABRRRQAhGRSdKdTT1oAWjvijtRQAUUUUgDtSCgmkBoAdSdeaCaQUAPp4plOWgD2b4JXpaDVdPJ4UrOq/oa9Yrwb4O3nkeNDATgXFs6fUjmveaoAooooAKTvS0negBD0oNB6UGgC3LjbXzN4tvft3ibU7gnIMxUH2HAr6K1+9XTtDvrtjgQws344r5cnkMhkdjkuSx+tICo1Mp1NoAaelFB6UUAFBooPSgBpNJR3ooASiikJoAaxwKhY5jOKlY8Gq46mgCzECVA9OtT1HGNqgd6koASilPSkoABS0dqKACiiigBCAeD0rv8A4X/Er/hCpG0nU1Z9Ink3rIvWFj1/CuAprDdkEZHp60AfZscmm+IdK3oYL2xuE9mVhXhHxG+D1xoxl1jwwjS2XLTWXUx+6+o9q4Xwr4x13wZdGXSbgtbscyWkhyjfT0Ne9+EPi/4e8S7La6kGnageDBPwrH/ZagD5iJ810SASG6LARrGDvDeg75r3Pw/8OfE/jC0tJ/HOq3K2MSAR2KNhmA6bq7qf4daV/wAJhaeKNMEdrdo+Z1VAY5lPXjsfcV2o6UAZmi+HtJ8PWi2+lWEFrGox8ijJ+p6mtT3zR1phB7daAIZ3wWB644A71BAdyhnUADsRU07Ichzgg8VXkfbu+Y+pGaAJJphsPzAHHvXGa98P9B8Xxub60WCYjKXMI2yL9cdfxrZ1bUJobOaeG2a5eGMssSnDOR/CK4FbL4j+Ohid18NaQ38Kj98w/DmgDyfxf4NvvB980cs0d5Y7tqXcJBA9nx0Nc97HrX1Ro3wx0HSvDt7pLLLdi+GbmWdyzO2OGHpXzb4o8N3PhHxJdaLcksI/mhk/vxnoaAMmmyKHjZSM5FLijGKAI4oyic/e6kmpM+9B6UmOaAA0UUmaAFzRmkooAXNNPWlpD1oAdRRRnigAptBNApANJoHTNB70mcDFACnrS00U4GgB44FOBqPOaeKAOq+Hlx9m8d6TJnGZth+hGK+liPmP1r5W8MSmDxPpcoP3bqP+dfVT/fb60wExSUtJTAKTvS0negBD0oNB6UhoA5D4t6l9l8MR2athrqXkf7IrwWXlW969I+LmpfavE4tFfMdpEFwP7x5NebN6UgK1JRjBNFADT0ooPSigApO1LSUAN70lL3pKACkpaaTwaAIpDiokOHzSyGmL94c0AXowcbj1NPpiHAAp9AB9aMig0mRQAtHNGaKADmjmiigBM0Z5pDRQAHrXffCTwRaeMtdvbvVITLp1omzaCRukPTn2FefudqM3oM19M/BTSV034cWk23El47TufXJwP0oA7XSNJttE05LGzaUwR/dEshcgemTWiKaelLnA5oAD0qvdXdva2zT3E6QRAZLyMFAH41ieM9Q8QWOjqfDenx3l9JIExI2BGP7xrgbb4X634lulvfHWvTXAPIsrVyqL7E0AW9f+L+lrdHTvD1nNrV+GwvkqQgPue9ZB0Dx14tuRceI9W/se03KVs7M/MR1AJBr0HTNC0fw9AtvpNjHaKuVyB8zfU9asghpNpYbTxnNADrKNUCRjcfKUZLDnjjrW1EWc7scY45rNWIxoinIBbGRWovIGOPcjrQBJzXin7QWjKdO0vXY0G+GbyJGx/Cw4r2zHvXnXxvjjf4Z3hkI3LLGU+uaAPmWhmVVJY4AoZlj5Y8D0r1v4X/Cd9VeLXvEcBS0HzW1o/Bk9Gb2oAwvAfwq1LxgEv79nsNJPR8fvJv8AdHp71D8UvC/h3wjrVhYaJJKZ2iLXKO+7HofY1698R/iTZ+CtPGm6YI5dWdMRRL92AdmI/pXzbc3NxfXk17ezNNdTMWkkY5JNAEZpDxS0jdKAG54oFA6GgdKAFpKXtTc0AP7UlJmloAQ9aQ0ppp6UgGHqaTrQT1NGaAHjpS9KaOaXvQA4daeKYKfnkUAamhf8h3Tv+vmP/wBCFfV7j5z9a+U/DqGTxHpiDqbqP/0Kvq2T75+ppgMooopgIaSlNJQAh6UUHpRQB8z6pfzalqFxeT5Mk8hdvxrMfAPFWGzmoZAD0xSAqFcNmk71JKMAH3qOgBp6UUHpRQAGk7UppO1ADe9FHeigBKYxpzGoWYnOaAIpOtJEhd8Ckc1JbnDUAW1TCjmnZxTA1L360AB6UUp6UlABRRRmgAoozRmgAopM0bqAI7ksLeQr/dP5V9dfDpUX4d6EE+6LVa+SHAeNl9QRX0f8G/EUd34FsrSZwGty0Oc9CD0P4UAenZoyelIoBJPrSk0AIQpB3cds1QuZikchVuvarshz9Kxr+4RfneVExnJJwB9aAIZGZ5UPBPoaWOLcw/dqnf61WtLy0uTiC7t5XXJKpKGOfoKvRsQwcAHIHXnFAFmEMWVSF2/yPtV5V3qvJ49qhhQso3YAycjvVnhQMHAHagBRx/hXjf7QetRweHtO0kNmS5nErgdQi16vqWpWmlWc15eTLFBEu5mY4rx/wvoT/FDxpP4y1iFho0D7LG3fo+3pkdx3oAzfhV8LH1OWHxD4ggIs1O61tHH3z2Zvau1+JXxPtfCVs2laSyTaw67VVT8sC+p9/QVD8TfidB4UtzouitG+ruuPlwVt19/f0FfOsjyzzSzzyvNPKd0kjnJY0AJPNPeXkt3eTPPdTMWkkc5LGm0UUAFIelLSGgBlHSjvSnrQAlFFFABRRmigApG6UtNc4FICJjRnNNwTThxQA/PFOFMBp2aAHZpy9c96jJPQVKOgoA6f4fwfavHujx4yBPvP0ANfTrHJP1r5y+FDpH4/09nA+cOi5P8AEQa+i+5pgFFFFMANJSmkoASjAoooA+WW46d6iZe9e0at8KdJusyafLLZydcE7kP4VxOr/DXX9PDPFDHewjndCfm/75qOdGjptHDy9B9aiPSrlzay2snl3MUkTA8iRStQFF4wOvencizRBRUpRfSk2rnpTERmkqfYncCm7FoAgHJpG461LtA6Co5OlAETGoXPJp7VETxQBG3WnxHBNMbrT4uuKALacgU+moOlSUANop2KbQAGkpaSgAoooPSgBDSZ9qCaQnmgBc12fww8RrouvS6bcuFtb37hPRZO359K4rOTTWQtghiGByCOooA+t7DWZrT92+JEHY9R9K3rbUra5A2SAE/wtwa+f/BPxJjZItK16QRzKAkVyfuuO270PvWjcavrHjjV5fD/AITylsvy3eokYCjuFNAHb+Lvijp+i3h0vSIm1fV2O1baDlUP+0RXKDwX4r8YSi78Xao9naucrp9qcHB7Gu68LeA9K8H2qJYxCW7kOZruX5nc9/oKyfGPxG0zw9ILGBDf6s2QlpbnOD/tEUAcX4t+H+i+EPD02uaTqFzp97bEGJhNu80+hFeoeE7m81DwzpV1f5S8mgV5AF6n6eteWWnh/VvEupxax4rnBRG3wadGfkTB4zXo8WpXRCiOQRqowFRQMUAdgbgW0bSSkY7ZNZeo+JrOytZZ1kUIgy0rnCqK595nlxvZiSecnNZl54Gn8UXCNfXUz2UZytqn7uM/7x6tQBzm7VvjBrRtYGkg8MW0n7+4xgzkfwit/wCIPxAsPAGjReHfD6R/2iI9iInItl9T71teL7668BfDyV9A01WaIBP3a4WEHq2Pavl6Wea8uJLy4mae4mJZ5HPLE0AOkeWaaS4uJWlnlbfJI5yWNJnNIKKACjNBpKADNFFB6UANPUUh60P1FJ170AGaKKKAClApKd3oACMVXZtzVJK+0YHWoAfWkA6ikpaAHijPbFJzTlGTQA5Bjk07ksAKazE8CnopUZOM0AdJ4MuPsni/RZM4C3Sg/jxX1E67SR9a+SdOm+z6pYy/3LiNv/HhX1oTuO71wR+VMBKKKKYCUUtJQAlFLRxQBHSleM96UCnYx2rmOop3mk2GpQ+Xe2cM6HrvQE/nXFav8JdCuyXsXlsXPZDuX8q9B/CmsPUU7sGkzwnVfhVr1iWa0MV7GOmw7W/I1yF5pOoacxW8sriAjqXjOPzr6gqOWGKdCk0SSKezqCKtTsQ6Vz5WyD3B+hobrX0Lq3gHw3qikyackMh/jg+QiuH1b4RtHufTNRJ9I51/rTU7kuk0eXHionORXRal4O1zS8mayLoP44TuFc9KjxPtkRkb0YYqrozcWiu3Wom6U985qM+lMQw/eqSEZaoSctViBeM0AW1HFOpg6UuaAHUwmgmigAGCaXFJRQAlHag0nOKAEpCaQk0maAFHWnCmd6UE0AX9D0O58T6/ZaNagCS5fBfH3F7tX1n4Y8Nad4W0eHT9Oj2Io+dscyN3Jr5a8FeIh4T8YWOsSxtJBHmOUL1CnqRX03Y+NtE1Sx8/SLlLsMOgbBB9welAHm3xB+I2s6jd3mh+Dra4kWE7Lq8hXcc9Cq1zfhGK70+QND4SvWvH5lvbqYBie/WvT7HTbTS45RawrCJJGlk29WYnJJPes7U9b0/TN0l7fwRJ6M+T+VAF2BN0QZwqtgEgHIz6VKAOGVsY6DFZGgeJNK8Qif8As26Mhtzhwy7Sc9wO4963tMRZ9QiDkYD/ADHPYUAbGlaUqkS3C5kONqHoM966BVOSM4K+3BqvGweTaPWrvqDjjpigCO4t4ru2ktp0V4pUKsrDggivkfx34Yfwf4vu9MAb7I3722Yjqh7fhX17jfkZxXlHx28N/b/CsOtQIDcaa+WPcxng/lQB880UikFQQcg0tACZFJml/CmE80AOzS5puaUGgBsnQU0HinuMioulAD8iikUZp1ACAUsjbI/egdagmYF8CgBhJPU0AUUtIB2KKSigB45pSx6DpTRTlGaAHxgck9qeDubimdOKegIGTQBLu2yKw/hIP5V9Z6Vcfa9Gsbn/AJ626P8ApXyV1B9SK+nfAN4L7wHo824EiDYfqDimB0RxmiijOKYBSUtFACUUUUAIBxTqB0ormOoKiduaViRURNACFqbuppNN3c0DHs3FVpTnPNTMeKrSHmgZTuE+U46muP1ywtLlGS4to5Ce5UV19y/H0rk9VnElxgdqAaucHqHhWxyWiDR/Q5rk9U0tbBQRLuycYIr0a/kJXAxivPfEM/m3ojB+4K0i2Y1IpIxu/pVmH7tV8VPF0rQxLA6UZpKKACgcGikzQA7NJmkFLQAHnvSUtNoAbRTsUlACUCiigB1NRBHJvjaSJ/70bEGnUvagCVry9ZdrajesPQzGq3koX3uWZvVjnNSUlAF7Q9ZuPDutwalbHCqdsyDo8Z6ivoXTr2KWC31G2IeBwJVxzkGvms4PB716l8LtcebR7jSJWy1q26IE8lD/AIGgD33Tyk2LhclTyMetXu/ykDvXHaJqUlmm1zuifkr6V19vcJcoHiIZT6dqAJh0qrq+nxarpF3p8y7o7mJomH1GKucAUnP0oA+JLmyk0zULrT5Qd9rM8Rz7Go6734zaL/Y/xCmulQrBqMYmDY439CK4KgBD0plSHpUdABSikooAU8iom4qSo3zmgB6c07ApsYJ5pxOBQA12Ciq2cnmnOdxzTO9AC0tNpRSAdS0lKKAFHWpBwKaBTqADvU6n5APaowBThQA8da9/+D0wk8C+WD/qrp1x6Z5rwEV7l8FJg/h3U4M8xXIb8xTA9LopaSmAUUUUAJRRRQAvakJpTxUfU1zHUI1Rt0NPbtUTmkNEb8Cos+1Pc8VDk560XLsPJ71VlbHNTM3B5qhNJ15pBYo6hc+XEzZrk5nyWYnOa1NVuQ77V6DrWDcS7VIzTBmVqM6qrknAArza5kM9zLKTyzHH0rrvEN55dq4B+Z/lFcbWsEc1V62Cpo+lRAVPEOK0MiRacRQKU0AMJpKU0CgBR0opKTNAC0mDS5oFACGkIpxpDQA2iigdaAHCloooAKKKKAGOcY6kk4AA5Jr0f4e+ENXstRGr3YFvFJHt8k/fYHv7VZ+E3gY60JPEN5Fuhjcx2wYZBYdWxVv4neL/AOy7x/D+jTsLlVxdXAP3P9ke9AHRa3410Lw4giuLjzbhR/qIfmf8fSuRm+NGoQzl9K0hYh2aeTk/UCvMVXaxYklzyzNySadk9zQB6avx38Xgjdaaay+hUjNdBpH7Qh8xU1vRNkZ4Mtq+ce+DXidH15oA+svM8KfE/wAPtEHhvrdh06SRH19Qa+ffHvw51HwNcGYE3ekO2I7gDmP/AGW/xrmdK1TUNC1BL/SbuS0uUPBQ4DexHevoXwN8RNL+IWnSaJrcEUeolCJbaTlJ19V96APm4/d+tNruviX8PbjwRqH2i03y6LcOfLcj/Un+6f6VwtABRSE0tABTXHSnUh6UALH0rtvh94TXxIdXuZv9VZWjFRjrIQcfyrio1yM19CfB3R/sngN7iRMS6jIzHI6qAVFAHzkVxkHscU3FaOq2kljql3ayoUkimdGUjpgms84oAQU4UgpaQBTxTe1KCKAHilp0NvPMcRQyOf8AZQmtiz8K6xdHItGjX+9IcUroai2ZA6U5QS2AMn0FdrZ+AgAGvLgk/wB2McfnXR2Og2GnqBDapu/vEZNS5pGiot7nn+meHtR1KaNY4DEjMF82XhRnvXv/AIG8Ex+DbW4zePc3NyF81sYQY7KK5FVC9BjFemaTc/a9Kt5s5Yphj7inCXMKdPlLuaSjvRWhmFBopKACig0lAAxyMU3pQRTT0rmOoQmoXNSMcLVd2xzSLSI3NQk8mldxiqrybc5pFWHyy7VODWRqF0I4zjqammnGTzXPaneAuRnkUBYo3M3Uk9axbybG45qzcznGc8VzmsXhigYg/NjinFXJk0kc3rV2bm8Kg5WPKisypHJLEk8k009a6Focbd3cQcmrEa8VCvWrMQ4piHdKQ089KaeaAGEZopTSUAFJRmjrQAU6m4p1ACd6Q0ppD0oAbQKKBQA+iiigApHwIXOcfKaWhwShAPUGgD6g8HgeH/hPYzxlVEVg0546tgn+dfL8lzJfXE97MxeW4kaRmJyeTX0j8PLlPEXwltrXPzi3ktGBOfmwRXzY9vJZTzWsoIkgkaNh9DQA4UUgp1ABRRRQAHmnQTT2l3Dd2krQXMLBo5EOCCKbSZoA+lPBXibT/il4OutK1eFPtqp5d1FjrkYEi18/+KfDtz4S8R3OjXQLeWd0MmPvxnoam8IeI5vCfiuy1aInyw4juEB++h65r1/44aBFqnhWz8SWqbpLQqWcdWhbB/SgDwI0vao/OibpIPypfNjA5cfligB9GM0YBGQQfpSgYoAu6RYNqWrWenq203MyxbvTJr60sbGLTrC3srddsVvGI1A9q+YPAsYl8daIh6fa1NfVJ+831NAHIeO/D9nqWjvcNZwNKhyzeWNxB7k18+6po9vbzuEjK89q+q54EuoJIJBlZFKn8a+e/FFi0F3KjD5kYqfzpMaOGWwjLYyauRaPbuRkv+dJna/FX7Vxnmok9DSMUWrTQNOLrvhLfU1v2eiaZEPltIs+65qhZsTjNbdtUXNVFGhBBFHGAkaKPZcVb25UZqKEfLirC9KhmiSQwJQRin0hFIq5H35rsPB9xutLi3J5jfcB7GuQIrZ8Lz+TrKoThZVKEep7VcHZmdVXidyetFKaSuk4wpKKTvQAGiiigBrUw0880w1ys7CN+lVpGxVl+lUpziky0VZnxzVG4kwOtWJyazbhyRUl2KF7clUJzXLXd0S7ZOa3L5jtIrkr1sTEHP4U0DshSZbiZIIUaSVztRF6say/GmjTaDry6dcsWkFukkg7BiOQK9k+Hng42ES61qMR+2Sr+4jYf6tfU+5rzz4zoR4/Vv71qnH51vCNjiqzu9DyxuDimGnyjEh+pplaGQ5OtWk4AFV4wc1ZWgB5HFNxT6KAIiKbUjVH3oAaTQKQ9TSrQA/GKKKKAEJprGlNFADaVaMUoFAC06GKW5uEtraGSe4c4SKNcs1Nrp/AHjCHwTr8uoXGmC+WVNgZSA8Qz2oA6DRvgl4u1SJJrt7XTEbkLKdz4+g6V01t+zwuAb/xJMfUQwgfzrbj/aA8LPHl7PVEf+6YgcfrWVqP7Q1ptK6XoN1K3Zrhwg/IUAdn4P8ABtr4Fsp7CzvZ7hJZPMxNgYOMcYrzr4l/C28mur7xTpcsKxspluLaQ7TuHUqen4VzmqfGfxfqDMIDZ2KnuibmH4muP1LxBrWslv7S1e8uVbqhkIX8hxQBnxtvjVh3FPpowAAowB2p1ABRRRQAhooooAuaNLplvrtnPrVpJdaYj/v4ozgkevvX1DovjLwXrmkx2llqVkbcIqfZpsKQB0BDV8pVGY42OSgJ/KgD7BOlaE3MOm2BJHBSFCP0qvJoukM7Ld6fp5iK874UUYr5NiubuD/U3l0g9EnYf1oluruf/X3l3IP9qdj/AFoA7H4naT4b0rX4P+EeuYP3ob7RbQtuWMjoR6Z9K4kdKYqKudq4z196kHSgDq/hxC03xC0RQP8Alvu/IGvp4nLMfevmz4Uso+ImlbuoL4/75r6SHSgA/nXlXxJ0sRaiZ1X5J03/AI969VrmPHlj9s0HzVGWgbdnHakxo+driPZKamtzyKs6rB5Uxx61SiyDwazkbRNy0bBBrftDkCuctHywJ4robNs4HapNEbMHSrCiqsH1q0vSoZoKetJTu3NIcUgsR49KtadJ5Oo2z+kg/nVbvSoxV1YdjmnHcJLQ9PzknHSkpkTiSCOQfxKG/Sn5rrOF7hSd6WkoEFITSnpTTQApqM1IelMPSuVnYRSdOKozir7jiqcy81LLiZc2eayrlsZrZnTjgVlXMTHOUb8qk0RiXRBVqPBWiQ6x4vzcpvgtI/OKnox6AGlu0KkjH510Pwyttt3rFw33v3cY+nWrp6szrO0T0Q9K8C+N0e3xnaSY+9Zj+de+14X8c12+IdMf1tW/nXUcJ45N9+mDrTnOWpFX5qQiWMYqYVGnFSigB4opAaWmAxqiapG61F3oAMU4CkA5p1ABRmiigBODRRRQAlKOlNpw6UAFKKSloAUMw6E00k880tNagBvejtR3o7UAOFOpop1ABRRRQAlFFFABSUtIaAENJSmkoAKcOgptKOlAHS+Ab9dN8daRcycJ54jY/wC9xX1KwwxHoa+OoZGilSVPvRsHX6g5r640m+/tLRrG9GP38CPx645oAuVDd263llNbOMiVCtTUUAfPPiPT2guZIyPmRiprmApV8V658RNJEV8LhF+Sdc/j3ryy4i8uU8cZrNo2iyzaHOK6G0OFGK5i1Yq1b9nLkDms3oax1N+BuATV1DkVmQSZUA1eiYE4qDUt5GKYR70A0HmgCM0AZ46UppKQj0HRpvO0e2YnkJt/Kr1YnheQtpAX+5IRW3612R2OKW4lFFFMkD0pmacTgU2gBzUlK1NrkOu41hVd0yatYyMVGU5pMtMz3QE8cVWkhzwa1WQelQunt1pWLuYN3p8cqlWGQR1qTwvH/YepXJeUG3uFHUdGFaDw5PP51A0WCRjIpx0YStJWOySaOVAyOrA+leKfHhcajo8mP+WEg/Wu4jaa1bdBIyH0PINcl8RNMvvFcFo8Sxie2Vl2k435rdVEzklSa2PC2GWoUc1Zv9PutOumhuoXicHHzDrUKDmrvcys1uSKM0+mrTicUCCnE8U3NIzUwGsfemgZpOtOFAABS0UUAFFFGeaAEooPWigBKUdKSgGgB1FFFABTDTs009aAG0uM0GlFADgMUtFFACGilpKACiiigApDSnAxz1rVsfDOtamoaz0y5kU9GKbQfxNK6Got7GQRmjFbmpeD/EGkW32i90yVIe7r8wH1xWJ+VF0Nxa3ExSit3QvCOq+IYZJ7NYlhQ48yVsBj6Csq+sbnTb2W0uo/LmiOGX+oougcGldkK96+jvhNqbah4Bto5GzJaSPCfoDkV84CvYfgZqJE2r6WTwwW4Qe44NMk9mooFFAHP+L9P+36FIwGXg+cD2714ZqltslJFfSDoskbRsuVYEEV4d4l077NezRY+4xFRIuLOOi+Vq2LWUBRWRKNklSRXG0dazkdEDqLefkc1qW8u49a5a0nLNya3bWVQBg81mbJG0jHbT6rwyButWO1JjsNamilc4pBQI6vwlJm2uI88q4NdEa5bwlJie5T1UGuo3GuqGxw1F7wZNFGaTNWQBoooz7UASHFMNKWpAM9xXIdlwxSYGafikwKAuNKg9qiZBVnjFRnBoC5VZABVdouScZrQZARUJj56UWKuZzwkCoHtxg5rUeMmoWj7UDTOb1LRrXUoDFd2yTRnsw5H415/q/wz+dn0qbb38mbp+Br12SLANVpIgQdwpptCcFLc+d9Q0fUNMk2XdpJFjjdjIP0NUOevWvom6sUljKNGsiHqrDiuP1XwDpd4GaBWtJcfej5X8q0VQxlRa2PJjmmmt3WvCup6Jl5E8+36ieMZXHv6VgE1opJmDTW4DpT6bxinUxBijpS5pD0oASgdaKO9ACmkNLTGNAC0AUgpwoAWkpaSgAph604mm0AFKKMZpRQA6ilAoAy4Rclj0UDJoBaiUVrWfhfXr/BtdHvJAf4vLKj9a6rSPhFrl827UpIdOiPqfMc/gOlJtIpRbPPu2TwK67w58PNY15VnlT7FZHrNMMFh7L3r1bRfh54d8PlZPJ+23S/8t7kZwfZegrbu7hVONwAxispVOxtChfc5/SPBGgaCqvBbi5uR/y2uBuJPsOgroLdFaIzGUY6Ff7v0FZ73I79qpm8dS6xLuB/hFQpvqdagkrI1nnjYNHgFGGGBGQR7ivBPGmmQ6V4nuoLUARPiVFHbPavW7u+aytGuLplhiUZbecGvH7/AFNdc8Vrdy/LFJOigHsgOOauLuzOrFJJM9d8LWgtNCs7ZBgLEC2B1YjJrj/iXobl4tXhXIRdk+Bzjsa7nQ5PMuLqFRkQysuR0x2qzqNok8EkUqhkkUqwI6g1KlqaTgpRsfO/Su3+FOoGw+IFipbCXStA34jiuR1Gzaw1K5tCP9VIVGe47Grvhq6Nl4n0q5U4Md1GfzOK3Wx5rVj6xPWkJ4pW+8SOhpppiDpXmXxAtvK1Bmx8sqhq9NrhviTB/oFtP/ENy1Mthx3PGbxeTiqQJB61NPI3nkE55p/2cu6qgyW9qyZ0RZZs3ORjNdLYocDvVHTNJKBS/X6V0lvahAKzZ0IfAnAqyM7aVUx9KcaRTIn5oBprMM0A0EG74Yk2art/voRXYVwuiSeXq1uf9rH513XTrXTT2OStuFGaOKTNaGQuaQnmkJpM0APcEcioskHrUzHIqFwM1ynWODnuaN49ahzzijNK47E5cnpQDimI2KcCDTGPBoptGaBCFQTUTrUueaaxBoGVmQY6VXkj9qummMuRQUmUGjBGKrSwZPIFabxgj3qu8ZHbipHcyZrZWyCoKsMFSMg/UV594l+HKz7rvR8I+SzwHof930+lepNFkGoGiZe3FUnYTimfNs9rLbTtDNG8ci8FXGDTK961vwxp2uw7bmECYfdlUfMK8r17wPqmjM0ixm4tR/y0Tkge4rWM11OaVJo5npTSacwx1qM1dzFpoeORR3pq08UwA01qc1MNAABmn0xafQAUlBpDQAHqabSknNIOaAFFPApoFa/h7w/feI9USxsoySeZJCPliX1JpN2AueEfC1z4q1pbKImOBBvuJscIv+Ne86T4X0fQLZY7CxiUgcyuoZ2PqSaf4d8PWXhnSUsbJTz80spHzSN3JrRkmwprKTOmELK4hnwuKhluBj3rKu9TEUjAc1lXWtSYx0FZ3N1E2ri625LNxWTPeJk5IP41x2q+M7S2dlMrSyd1SuWuvG97KSLeFI1/2jk0uWTHzxjuz0ebUcsRnArIv/E1rpkbM8qFscKpyc15tca1qd0SZbyTB7L8oFUWYs25iS3qTmrjSfUiWJX2Ua2t+IbvW5sSF1hz8kSnOfr61jgHfhRz0HrntXoPw3tbILeXs0aPOrCNd4ztBGeK6q68K2Os3cVytkoeN1cSL8ucHv6iq5ktCVSlUXNc6Tw3Ym00O2jmbM5jUytjlmx3NTX5XaRV1OI9pXB71lX8hycHNZHS9rHmHxB0tBHFqiAB/M8qTA+8D0Nclo0ElxrdhDCpaR7iMKAOfvV6R44txP4SuXAOYZEkH54pnwT0JLzWbzWpVBWzURwg/wDPRu/4Ct6b0OCt8R7jjA256cUhoHXNKa0MRK474jOv9hRLkbzJ8v5V2OcV5z4/me51OG1jORGg47AnrUyehUVdnlIsJLm4IQY9z2ro9P0tIiMLk9yau21gE+Ucnu3rWzbWoUdKxkzqiiC2tdoGAKurHgVMqADGKUjnpUGiIdvHSo3HpVhhUbDikMpsuDQKlcdaYFxQJlqwJF5CR2cfzr0E9TXn9iha6hHrItd+eGP1ropbHLW3Fz7U0mjNJWpiGaKDScUAOLimN1qDzs8UoJJ61ys60O65pMHPFLTGOOhqShdxzzTw9RDmkIIpiuWPMGKC59qrByKcJKYE27mk3UwSCmk570ASbs01mB703NN6UAObmmgZpc56Uo6UDIynpUbRZ7VYxmkC5OKVh3KTwe1RmHI2lcg+taZizTDCaLDucXrHgTR9X3OYPInP8cQx+lcBrHww1Oz3PZyLcRjt0Ne5eVj600oOhANNSaIlBM+XrnT7qxcrcwSRHOPmXiou2e3rX0ve6RZ3ikSwqfqoNchqnw00q6ZngVoXPOYz/StOcydHseKk02u11X4banZsfssqT4/hI2muWu9Kv7AkXNpLFjqWXj86pSRnKDRTHannpTAeafVEWEppNOpuKAENApcVc07S7rVL+GxtImkuJThVHb1J9qLhY0vCvhi78U6slpbDbGuGnmP3Y0+vqe1fQ+g6Fp3h+wFrp1uI4/4nP3pD6k1T8L+HLTw1osNjbgE4zNJjmV+5z6e1bTtxgdB0rFvU6YQshZ3AWsm8mcodlXGUyd+KYbYMMEVLNVocdeR3DMWAPrWHdrLLAWAbjqK9IkskxyMj0qjNpUTkmPC+2OKmxtFo+fdV0+4sZ2dwfJc5WT+hqh09q91vvB63trNA5TZL2PY+tefXXwv8QW7nyUguFzgbZMHHvW0ZnLVpXd0cXkU6KKSeQRwxvIx4ARST+leq6L8I4kZZdYuzOcAmGEbVHsT3r0HTtE03R7cQ2VnDAgH8KjJ/HrQ5kxo9zhfAXga806N7zVXEfnKCLVe3ux/pXoe1YwAoUAdh0pJJlVTiqN1e7UPNZPU6o6KyHXN0EDYOB1JrBmu/NmOM7fX1qSeZpgxLhYwMsT0ArEn1EuxS04TvIf4vpQWifxCBJ4V1NDz+4J/Ksj4Ka19k8RT6TI2I72LKA/8APRf/AK1aoH2zTLyBvmWSB1+vFeUaJqUmj6zZXykg206uT7A4P6VrTOKurSPrcHNB9aZFMlxDHPEcpIodT6g81BqF/Bp1lJd3LbY0HT+8ewFanPuVdY1m30mBTJ80z/6uJere/wBK4C4kfUL2W5lGGkOcDsKdNPcaneyXlwMM5+Vf7o7AVZhhx2rGUrnVTp6XIordVH3atrGAOlPA4pwrO5qMxTWp5GDUbZzSGNIBqNqkJ5xTGHFAEDLxTMZ4qZuRimqO9ILl/Row+qwKexLflXZE5Nct4eXOpljg7UP611NdVPY5Ku4UlLTSasyAmkopKAKGcc9vWnK+D1rbOiWmfl8xfo3FQzaIAM28uD6NWHIzo9qjP3+9J1702a2uLZsSRsB6gZFReZUNNFqSexY/Gk3561CJB3pdwPakMeRmlxTA2KcHzQApPFANNJzTcmmBLmgniod5FO3ZWgB+cUZz3pm6jOaAJs4FKvWog/rTlf0oGWAKdxioBIVPNBmoAlYD0qMqM81GZcjrTDIxoHYmKKRSCJcjAqEEt3qwp4ouOxXuLVJFOQD+FZb6XFOjRzRhx2DDIrcJ4qJxtO4UgscTqnw40jUUJSLyH6gpxzXG3/wp1CMn7LcpIOwcYr2gMCKcUVhVKTRLppngX/Cs/EmeLVD9HFTQ/CvxPMwzbQoPVpRxXvCIBUnI4FHOzN00eWaR8G0CB9Yv2bBz5dsMD8WP9K7zRfC2i+HAWsLQJKesrfMxHpmtbc2etBfPDAYpczKUUgZg64Bx7VE596Rh83BpAPeg0sSKKcRxTAcCkZzTEI/SoSuKHkJ4qMufWkUh5HpSqMDkioS59aQ9CcmkMma4SMZZvwqpcX28EJUcoBHHWqLShCcnmgdiUzsyFmPI7VlXlxHEhnuJdsXQDuT7CpZptqFj90dvWuZuVkubkyzMWbPGeij2oCw67u59TPl4MdqDnZnlvr/hU8Vv8ioq8njin2toXb6VpDy7RdzqCfT1oC5Uvb210LS5LqdtqIpCr3ZiOleKu5kLk8byT+den+P4ftHhlbl/leCZSOex4rywnbzWsNjkry1PqL4f6oNQ+H+k3UrgFIfLkZjgDacfyrmtX1iXxDqe6MkWMRKwr/e/2qxdCvpE+Hel6DbP804aa5dT91CeE+prbtIEhjVVUKBRKQqcepPDGNvSrKjFIuMe1O47VkdIcUlLSUhjTTGxnrTiajY80ANbGc5pjtgYpSaY3WkA0mlXpSYpxwBTJbNzwzHma4k7BQK6KsrQITFp28jBlbP4VqmuqCsjkm9RCab3pTTc1RAGmnrSk0lAHRUhoooGJjj1HoaqXOmW0+W2CNvVauUUmhptHOXGkXMWWjUSp7Hms9tyHDZU+hrs6intobhcSxq386jkLVRrc5APTwwrYn0FSc28u3/ZfkVmT6bd2xO+IkD+JeRUOJoppkW+jzKrl2FIZD2qC7lguKbv561XLjHJpN30oAslwe9KH96qFyPSl87A7UDLW/B604Sgd6pedn0o83LckUikXDN7nNNLsareYB3pPM96ALIb3pwJzVXf6U4S0hlsOB1qQSDHWqIkyaXzSRQBe87FMMhJqmHPrS7zQBaR+amEgqkjZPWpgcii4FxXBHFLvGOTVQuVGaiafI4NFxWLbyADjrTA+SKqBiWyTUwemMsAgmlqANk0pZqYEpbHeoHfnrTCSTTSKYDXb0qEtzUzEDqRUTTwpweaQCZzSSSbeGNRTXq7dqLj3qm7s4yTmgB01ySdqfnVU8nLUM/NV5HfB44pFDZyHO0VClvE0mCMmgOThcHNI3mBCkeOTy39KB2JHmjtjtiw0ncdhTJHjgtpLy8kWONBlnfgLUltaBcluT79K818X6rLqusy28U5azgO2NQflJ7n3ppGc5WIfFfin+2WFna7hZxtu3N1kPqfaofDnhi41iZZpFKW6nPT71a3hrwcb1lur9CsGQVToX/+tXpEFvHBEsUKBI14AAqnK2iMYwcndkGnabFZQrHGgVVGBitJAMVEBingkc1DNkkh4GDTgfemeYMdeaTIxSGSE+9RlhTS1MJNADi3WmE0hPBppPtSAU0hGaBzS4oJbExUlpbveXSQp/EeT6CmqjOwVQSTwAK6vSdO+wwbnAM7j5j6D0q4RuzKc7IvKoijWNB8qgAUpzilz7UhNdWxzDSc0lKTSUAJRRSUAdFRQetA60DFxRgUtBoAaaKD0ooABxR2x2oopCPLfid4ql8MaxpsFlbwyGaNpJlcdecCudtPiZpshVb2zntierId6/41mfF68N38QHj3ZFpbJEMep5NefN1qXFFqbR7ja+KNDvQDDqluSf4XO0/rWkjxyruikVx6q2a+d2Az70+G7ubZt0FzNER/ckIqeQtVe59CnOOTTCSPevE7Xxnr9rgJqMjgdpRuFa0HxO1ZCFuLW2mHqPlNLkKVVHqm8/SjePevP4PihakD7Tpkqn1RwcVej+I2guAJFuYj7x5/lUuLKVRHZF/egOT0rAt/F2gXYzHqUSe0mV/nVpNa0tvuanak/wDXQUrMrnRq72HeneacdKz1voG5S7t3HtKtSC6Q/wAakezA1NmUpIvecB9acswzVDzlPrR5g/h60WKNPzA3elDjuayhLPn91G8h/wBmpGbUUTd9gkb6GkNK5qhxjg09Z1JweKwG1tYHC3EMsB9XXA/OrMeoxS8qwOaQ+Vmu7gjg1GpAPNVEuQDlmBBpXkHVTQKxe4pQwFVwzBAeaaZmpoRZEwU9eaa15j0qoZDnpUbsT2pjLLX7dlqM3Ujr0xVYybT0pplJPApiLBcnqaiJU96jLsR6U3kHJP4UAT7EA3O2BUUjgjCDio33SHB6UgXHXFAAdoHNRSyFhhV4qRmXvVeUblYs2yIDLUi4sjWMscJye9JfXtlpFuZb2dIkAzyfmP0FcxqviTUp2+yeHrCUZ4N1ImM/7oP86y7bwRqN9OLjV74KSecOZH/wFOxnOd3ZDdY8U3uuzG2sBJb2h+Xav35fqe1a3h3wgsBS5vlDOMFYiOB9a3dL8PaZpShoId8v/PWTk1sBgO1FyeXuIsIQYH8qceAKTfzSO/HNIpDgc07sagV6eG96Qw6GjdSMRTc0AOZuKTNNI5oxQAvUU2nClxQJsaBzUsULzSiNELM3QCpbOzlvJhHEPq3YV1NlYQ2MYEYBc9XPU1cINmE52INM0lbICWTDTEfgtaP0pc80hroUUjBtsQ9KSnGmGmIQ0maKKAEpCKWigDoqKKKBi0UlGaAA0UUUAFKCM/SkqpqtytlpN5dMcCKFn/SkI+X/ABVeNqHivWLstndcMoPsOKwGJq3I5laaRuskjN+ZqowoAiOcmmU85yabQA3vTSaeaYRQAUlLjiihgNIBHIH40zYufuj8qeTSVNh3EChegx9Kcski/dkcfRiKbRRYEywt/eJ927nH0kP+NWI9c1SEfJqFzwP75NZ+KDwMntRZD5mfSPhPUrc+D9PkVxNI8QMshOTv75raNztwG7jJry34feFdRttLTU5LqSOG4GRaD7pX1NdbPqiWU/kXGVYLwx5GKxkj0aWsTeliguQYnRXU9VYZrPbwtYht8AaAn+43H5UyzuhIzyRurjjG05rT+1gDtkVBbumZUugXca5ivoyuekif1FZM39safIS1n9oj9Ymz+hrrDPvUc8daoTTrG/B5NBNmznG8WRL8tyZbZhxtkQikHiiycZF9Ef8AgVdCTDcpiaKNxjoyg1nXPhzQ7kZksIQT3VcU0SzP/wCEgtWOftkeP94VC/ijTYzh72L/AL7p0ngbRmJ8uMgH3qCXwBZhdyFAP92gLEi+LdJJ5vYfzpG8XaOv/L7D+tZUnhWGEkbFf/gNV20a2Q82qf8AfNAcp0CeKtOcZW4Qj8aeviKyfozn6JWCtnGMBYlUfSrCW+3tQKxsDWoGPypKw+mKRtZXcAtu/wCdZBR920Vcjg2J15oAvf2jkZEPPuaga6kl4fAHoKZspAntQA8S5J5JqdHOO1QKozUwWgC0rnFP3moFPFSA0AP3UOSVpmaKAFXinimAU+gQpoxRTlFMlsbg0oU5pwHtT44nlk2RoXb0Wi1wckiPGKt2NhNey4QYT+Jz0FatjoWMPeH/AIAp/nW0kaRoEjQKo7CtI0zGdQhtbSKzhWONe3J9TU/4UUVqYN3CmtS8etIaBCZNNPSnU00wEozSGigBO1Jml7U2gDpaKKKBhRRRQAUUUUAFcv8AEW9+xeBdRIOGlCxD8TXUV578YrjyvB0aZ+/cD9BSEeAkYiH41Aw5qzJwoA9KgagCArTCKnIphFAEJFJipSKaRQBEelNxUuKbigCLFFSYo20AR0VJto20AR0hAwR2NOI5oxSGezeAfHNte2NnpF2RHdQLsXP3ZFHTHvXW3um297CTIBls8mvm2OSSGVZInKSKcqynBB9a9V8K/EeO6ijsdZdY5xgLP0V/r6Gspps66Vboy3qfg28jfzbOWaMjlWiYqRWfFrvibQ22XSLqEC9RIuHA+or1ywmiltkfKsrDI75p82n2VyCJLeNs9yKixq6ibPP9O8e6LfDyppWsZ8YMdwMfk3etFZIrrLwypMCcgxuDVnWfAWjX8bL5Kxse4Ga4K7+GN1aSNJp15KvceW2KClN20O+iyowQR9akwCOGFeZ/2f44087bfULpgO0nzCga/wCObMgXFok6+piwT+VFiHJnpSD5/vVO2PLbLVx1j4luppFE9k0ZOM4Brp7d3uE3AED3FIpE4tosBmbPFZt1DEzEYGK0WBCEEVnyISaZVzNktOflXIqI2z56YrVVCBzTWGewosTczo7cIct1p7LVp4x6UnkiixJTAPpTwhJ6VbEajtS7PagZAIxjpTggFTBKXbQIjApelSY4NNVNzd6AFVSVyaXaKl28YoxSC4zaPWlA4pwHzUuMc00iWxAtPA5AwcnpitGy0a4usO4MUfdiOSPYV0FpptrZjMaZfu7ck/4VooGMqljFsdCklxJc/InZO5rdgtYbWPZDGE9+9WD1ptaKNjFybG9qKKQ9aokSiijpQAhpppxNIaAEpvanUnagBppO9LSd6ADtTad2ptAHS0UUUDCiiigAooooAK8r+N023TNKt88SSMxH0r1T8K8a+Ns4OqaNb5+7FJIR9TikI8olxzjtVdhzip5PvHNREd6AIzTPWnmmE0ANpppxpD1oAZjNJtNPwPejA96AGbaNuKf3pTQBHimkVJgU00AMxRtp4FBpARFcV23w48JWfiO8u59Ry1tagARj+Nj6+1cW1b/hLxRceF9UMyjfbS/LOh7j1HuKGtC6bSkmz12PTNQ8Otu07dNZj71szZwP9k1uaZ4gtNQHlRSgXC8vA/Dr+FWNMv7e/s47hGV0kG4MDkEGs3W/B1lreLiItBeJyk0ZwQfrWD3O52lqaU12QpJNZ0d4WlGOMcnNcxdXviHRI/I1S2a+hXgXERCufr61Tg8faEspW5a5tn6ATR8fmKQKyR3wm3dQOPalLI3VQfwrnbXxDpd7GDbalayE9hJg/kavpPk5V1cf7LA0CujS2Q5BEKD8KlLRqMYH4Cs57ojGVIFSC6jIzjmgpK5NJEGXpVCZNh4GKvPeJtO2s24uC7HmgfKQE5OKbimlwCaBJmgljtvFNK+1LuNJuJ4oEG2nCmfNTgC3bmgVxeKTNKEPc08RjNBNxg56U4DAyakwFpNu49aBjaAOD7da5HxB49tNLmNrYIt3cr9984RT/WuI1HxZrGqkrPdFIv8AnnF8q1SREqqWh7lZaZc3yCSJV8o9JCeD9K6Gx0S3s/nf97KP4mHA+grmPhLf/bPA0cRbLWszxkegPIrua2UUc8ptiNTac1NpkiGk7040wmmIDSHrRmgmgBKQ0pNNJoAKQ0uaQ80AJSdqU9aQ9KAGmig0UAFNozRQB0tFFFAwooooAKKKKACvCvjFN5njOGIYxFZr+BJzXutfPfxVl3+Pr0DokcafpSEcM/JNRtwtSmopDxQBCaaaU00mgBKSg0goAWiiloAMUhpc0maAEppFPNNzQAnSkNKTzTfWgBDSYpaDQB1ngzxpL4clFrc75NPc8gcmI+o9q9z0bVLe+tknt5lkicZDA5zXy8eldL4H1S4sfEdrCl81vbykh1J+VjjgfWs5RNqdR7H0hIkVxGUlUOh7Eda5HWPh7ouo72CFCeuKvRaz5chSb5SO56GrbX3mJkMMHp71kdEbnnj/AAh0/BMNywb/AGqqN8LbqIfubx19PLlIrv8A+0McYGR15qUagCuQc0XLscpY6HrdhEsZkkbaO77v51pQtcji4i59VrSlvzKwAbApQ6DqRQPUqYGO/wCNV5Bhs5rXMMLrkyKKqXNvbqm4S8+1IeqM8Ju6nFO2gcCkBBOF5HrSkM3C0yWGSeBzTtnTdxShQg60ZoIbFGBnFGTSDg1R1bWrHRrfzb2cR5+6g5Z/oKErku3U0iMYzUF1f2en25nvLhIIx/Ex/wA5rzu/+JtyzldOsY417POdzH8OlchqerX2sXP2i+uGlkxwD0X2A7VSiZuolsekX3xJ0q3LCzguLph3xsWuT1rx1qurRNAmyztmGGSH7x+rVzGaKtRRm6jYnenA4pKXFUZs9c+CGp7bzU9LY8Sos6fUcGvZvp0r5o+H2prpXjXTLhjhGl8p/o3FfS+NvHpVIYhpppxptMBDTTTqaaBCUlLSUAIelJSnpSUAJRRSE0AB60hozSGgBDQelBoPSgBtFFJQB01FGKKBhRRRQAUUUUAA6jNfMvji9GoeNNWuEOU88qD9OK+kNUnNtpF7OvWOB2H1wa+T3cyOzucs5LEn1NIBhNQyHJNSkk1C/Q0CIqTFLSUANxzS4pTSZoASl7UUUANooNGM0AIaSijtQAhPNNpaDQAlBo7UlAAaTlSGHBU5BHalooA9b8Bav/wkWmyWl3JuvLVcZbq6f3vrWndx6lpkjfZy0kfeN+R+B7V5Doms3OgavDqNqx3xn5kzw69xXt2g+KdJ8RR5gkQSN96ByNynuPesZLU7KVRW1OWuPEVzbjJ0h3PfEuKrN49lSQQtoM+4jjEwxXd3mjW9xlolHPbFYMvh5S7Hy8D6VJtpIxz4uuSu5dFGe2bj/wCtVq18TXUsQaXTUjOcFRITVtNDRDnaD7VKdPVRkgAVI1ZD7TV1uOHiMZz0zV0ujisc2Z35DACrMcDjgyE0rl2VjQGwU/I6rWZd3lppkDTXtzHBGBnLnk/Qda5LUviTBG2zTLNpQP8AlpMcA/QVaTMJzijvmb16VDNPFBGZJpEijXku7YAryu5+IOsT58oQQZGMquTXPXupXupPuvbuWc9tzcD6CrUTB1F0PQtb+IdvbK8GkDzpunnsPkX6DvXnV3e3F9cPcXUzyysclnbJ/wDrVAfrRVWMpTbF60uaQdKBVECg0tJS0WAcKKbThQBPDK0EqTIfnjYOPqDX1dpF8mp6LY3qHcJ4VYn3xzXych5HFe//AAj1YX3g/wCxs2ZLGUpyedp5FNAd6aQ9KU0h6UxiU00tNoEGKSiigBD0pKU0lACU09KdTT0oAKSlpKAENB6UtMPWgBD0ooPSigDp6SlpKBhRRRQAUUUUAZXiaUQeFdVlP8Nq/wDKvlkDivpb4gTeR4E1Vv70YX8zXzUozkUARE4qFjxUjcE1C1IGNpKWkoEIaTFKaSgAzijNFFAAelNJpTTSaADJpCeKU9Kac0AFB6UnOaDQAUUUUAJRRRQAGkjkeCVZYXaORejKcEUtIRRYDsdG+JeraeVivwL2H+8Thx+PeuztvHeiX9qG+1JDIfvJKSpFeMMKYRngjP1qHA1jVaPY7jxnolmCxv0c/wB2MFjWJefEmzUHyLKaY9t7bRXm2MdqKXKN1mzq5/iFrMh/cpbQL2ATP86o3HjTxBcLta/KD/pkgWsKinyol1JPqST3E91J5lxNJK/952LVH70UVRDdxDwKWkNLQIKKKKAClFJTu1ABQKKXtQAd6cKaKUdaAJB0r1D4LXLJ4kvrbd8stoWx7g15eK7n4VXDQeO7IA4EqPG3vxTQI+hM8U0mjoaKYxCaaetONN70CENGaDSHrQAnWkpaaTQAtNNLSGgApKWm0ALTKd2ptACHpRQelGaAOnzSUUUDCiiigAooooA4j4sT+R4DuRnBklRB796+fBwSa9n+NuoBNJ03TlODJMZWHqAMD9a8aAGKAKr9TURFTSdaioAYaSlNJQAhpKU0nekIKKKQnmgBT0ppxilJpuTQAGkpTSUAFNp2abQAnejFLQaAEooooAKKKKAEIFRmpaYRmgCOkpTxRQAlFFFIAooooAQ0tFFABRRRQAUoNJQKAFzS54pKXtQAU4fSm0ooAkWuj8FXJs/GGkzA4/0lVP0PFc4taGlS+TqllLnGy4Rs/wDAhTQH1awwx+tJQW3/ADDoeaM0FIaTzSZFKetJTJEpDS01uooAD0pppxppoAKQ0tIaACm0tJQAU0inUhoAaelIetKelJ3oAtf8Jv4S/wCho0T/AMGEX/xVJ/wm/hP/AKGjRf8AwYRf/FV8X0UrgfaH/Cb+E/8AoaNF/wDBhF/8VR/wm/hP/oaNF/8ABhF/8VXxfRRcD7Q/4Tfwn/0NGi/+DCL/AOKo/wCE38J/9DRov/gwi/8Aiq+L6KLge1/FzxJpereJLRbHVLO5ghtgPMgnV1DE9Mg4rg2vLXaP9Jh/7+CuQoouB08l1bnpcRf99iojcW458+L/AL7Fc7RRcDoPtMH/AD2j/wC+hR9og/57x/8AfYrn6KLgb5uIP+e0f/fQpDcQ/wDPaP8A76FYNFIDd8+H/nvH/wB9Ck8+L/ntH/30Kw6KANs3EP8Az1T/AL6FH2iH/nqn/fQrEooA2/Ph/wCeqf8AfQp4IIBByD3rBrahP+jxf7g/lTAeetJQaKACiiigAxSUZooAKKKKACm06kxQA0rTCKlPSmnvQBFjFFONNxSAKKKKACiiigAoooFAC0UUUAFFFFAB3p1NpRQA9TViFijKw6qQarrUqZ3fWgD6s0m4F3o9jcKciS3Rs/hVyuX+Hl4L3wLpp3ZaFDE3tg11BplCGkoNFMkQ02nGm0AB6U0049KaaACko70UAJSUtJQAUlLTaAGnpRR2ooA+OKKKKkAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACtmHAtoyTwEB/SsatgKTZDGSTFgf980AddovgK+1LQk1zUtS0/RNMmbZbzX7EGc+qgduvPt6c1D4m8Fah4atrS+aa2vtLvBm3v7Ni0T+x/un274PoQOu+MCu2neEbu2KjRjpqpbsmBGHwCcehK7ceuPY1f8L6ZNe/s9eIG1FH8gSy3ViWA6IFO5eOAXD/XJ9aAOD8O+Dn1zSZ9Vutb0rSbKGUwq1653Ow25wo7fOOat6t8PL2x0GXXNP1TTdY02DHnTWMpJj5IJKnsMdc9+nGa5zSdG1DX9Wg0zS7cXF5KGKIZFThVJJy3A4FenaXpWpfDPwV4juNeG261eAW0FlCxlVfvJvkdRtX73HPoPagDyOigDAAowaYBRRiloASiiigApCOKWigCIim1KwptIBmKMUppKADFGKKMGgAxRRRQAUUmaWgAooooAUCnYpvenUAAqVDiowM09etAHs/wX1EyWWp6czrmN1mjQ9TkYOPavUzXg3wsCR6xqN4JdtxbWoeMZ+8NwyPyr3nOcEdCAf0pjQ00UGimIQ02nGm0AB6U00ppDQAUhpaQ0AJSUtJQAdqbS5pKAEpKWkoA+OKKKKkAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACtuAH7PF8pwUGOCP51iV1V5rmoaxZ6bHf3PmpY2q21sNgGyMAfLwAT0HNAHQaR408ReGtAgtpLKG70a6zNbQ6lZmaIkHBZD7EHjPBJ45zXa33iHV7L4V6rdeIX8jUddYWmn6cY/LWC1XglYuNgwW556pnNcJovxC8VeH9OSw0vVpIbSM5WJokkCey7lOB3x6msfV9Z1LXtQe+1W8lurl+C8h6DOcAdFAz0FMCu9hex2EeotZXK2UjFEuPJYxswJBG4ZGcg8deK9O+Exvxp2uyayJ18G/wBnSCYXORE0m7+AHnON+dvfHfFcbofj3xL4bsjZaVqj29sWLeU0aSKpOSSNwOM55x1qPXvGviPxNGItX1ae4hGD5IASPIzg7VABPPWgDnh0GaWlooASijGOtFAAelA6UEGigApKWkoAQim4p9GKAIsUYqTFNK0AMopSKMUAJSY4p340lIBuKWnbaURN6UAMxRiphA1IYWHYn8KAIxTqeltOwysTn8KsxaXdyniPaPfinYCoPSpFrSj0RycvKB/u1o22j28ZBfLn0NFgLHw+tLi88aafBE7RpIW80/3owMkV9Gng4HQdK8/+HVhaBp7owr9piTbG/wDdB616BTGhDRRRQJiGm0402gBDSGnHFNoAKQ0tJQAlJS0lADaKWkoAaelFB6UUAfHFFFFSAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXW2qr9ht+B/q17ewoopoCcKu0/KOvpUTqvoPyoopiK0gGelQtRRQMBTW60UUIBp60h7UUUAKOlFFFABRRRQAUUUUgEo7UUUAMo70UUAFOXpRRQBOgG4cVoRqu9flH5UUUAXo0TB+Vfyq3EiYX5F/KiigBcdfpRRRTQDR1NTfwrRRQB6T8OPuXn+6v867w0UUDQlJ3oooEFNoooAb2ooooATvRRRQAnekoooAO1NoooAaelFFFAH/2Q==", "path": "000164.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.
000165
Men Tshirts
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bUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSnmkoAKSlpBQAUjcU6mtzQA1elJk7qcowKQj5qAHdqYeTT6Z/HQA1lwc0lSkZWmBSRwCfwpgJwaQikORmlDZFACFKYUzUh4FLwRQBWK44qMpnirZXNRhfm5p3AbY3QjuBZsfvAsn+Fa1ck0pF/8AaQcCOYKD+PNdaKmSAKKKKkApCcDJpailOcLn3NAEc2ZlKAkKfTvWNL4btLiUvMrSZPR3LD8ulbijGaTJ7VSdguVBY28URXywRjGDXPRwG3eWzUHylYmP/ZTjj8DXUsm4c8iqz2ali3fGB7VSY0zMjjeTGOPSr8Vu64yRVmO2VVGBUwTHpQ5CGocAA/nUwNM20u30qWA2SCKYESRq2fUVEdPtj/yzx9DVjJFG4+1S4p7jUmtmQrZW68iJfxqDUyIdOlKKMnACjjJzVwsawvEF1Itm7R4+TIyfXoP1pxjbYd23qeU/F24WC/gh3h7kL19O2PbpXjlxIYpQjnLjIA9z1Jr0H4hSl/E08U0jSTqoyT2NcKLMJNJI44Vsk+1Q9zbokU/KMY3EHB4qozAPlumeRW/cGM2XyR/us5WVhgk45A9qxTCGG5yQT0FMlliFY4XWRWypGSD2qSM7IIpoQfllIZfpz/KqnUABSMelaVtbS2UqTzxNNbj5pFQ/dHTn9KAPUPh54ej1W5bVpIgFdvLhjxwoP/1smveYohEAFGB0ry34TzR/2SgzkLwoPp616oGDAcir6ET3sSjnik7UKaaTxSIIphlTWekxtbkSDlTww9qvyNxWdMuTVoDbVg6BlOQRkGn1laZcEEwOfdP8K1azaswCiiigAooooAKKKKAGucKaqN9+rEhy2PSq7/eqkA9OhH404HDfWmKcMD2NK36jpQA/vQT1poboadxn60ACjilJoJxVO/u/sdv5xaFVB+YzPsGO+Dg80AW6QmvE9c+PNhY68yWNtd3NpD8jx7I4w7jOfmO44+gFOi/aN0VgDLoWoIcchZEYD+VK4HtOc04CvGG/aM0BV/d6LqbN6Fox/U1zXiP9oXUr+0kttD0tNOZxt+0yy+bIvuowAD9c0XA+gr/U7DTY/Mvr23tUxnM0oT+dcnffFvwPp/EmvwTH0tkaX/0EV8lXt/ealctcXt1NczMSWkmcuT+Jqlmi4H1Hd/tA+DrckQxaldf7kAX/ANCIqqn7Q/hVo976dqqMD9zZGc/jur5moxSuB9Dal+0bYohGl+H55G7NdTKgH4LnP51xOofHfxreOxtpbKxU9BDbBsfi+6vO4bC5mPyQtgDJZhtA/E8Vp2fhaS55n1fR7NfWe9Vj/wB8pub9KAN9Pi942eUfaNcuXi7rEI4if+BBOKt2Hj/xJf6itxb6dJfyrwgeS4uMn33ORj2G2uz+HXwv068he+TXhdIrDLJpRXB/2JJ15H+6K9q07SINHh2QSzvxjdLJn/ACmBy/gfUfFmr27T+IdJj0eKMARQRx7TJ65BYsAPoPxrrgdjc9Km6VHIO9UgHkZXNRq2CRToW4KntUMRyjf3gTQBOhyTUd2/kWzy+gp8IyxPaq2sHMUUA6yPz9BR1AxrgGCwgz9923n+ddgpyoPtXH6u+65ES9I028etdgn3R9KJAOoooqACqYk3yFqsTNtiY+1UEODVRQF5TkGkzUcTZP1qTFAATR1paM4oATBpcGkzS0AFFFFJgFFNaRE++6r/vMBXkvif42WnhbxRd6W9hFqVvGitHPZ3IyGI5RwQRkH0PHpRcD1pqwNTPmssB5UHzX+g6fr/WvL3+P1lNPpxjtxaxMrveh42mKEY2ohBXcTyMnAHvVTWfjrpsd28emaVJdwSAMZ5X8s7v7oXHQDAzmmmho4/xfK1z4mum3Et5m1SR1wMfzqk8bXOoxWSQs56mNe5A7n071i6h4oW8vpLlbUqXkaTBf1OcVWTxNcRXpvIo9s5J53HGD2qLamzmjY1RG+0tFJIreUcfKPlB9B7CmyWaQ2ZSWMmdyNuOoFY0Gs+df+bd7ViZ97BQTXdaI8Oqpa3NqpkSNhbMWXHzfez9On50WBNPYw7rw49pHYszHNwwLf7IzgfyNdHplq0DzmU+ZbrE6fMOCMc811Pi3SglpC8WGSKNVcgc8HIOP97P/AH17VTtNNfVbaMRxmK1zvbHLN6/QdhnqabVmUtUbPwwQxosag7Sm4+xyAPzzXscQGwGuP0DQk0yzS4RR9pbDOo6beyj6Cusjcsg9KpKyMajTehNnbn6VFvyuaV2+Q/SoozmI+1NIgkX5hVeWLgmrMQ+QUrLkkUXAySGSQOhwynINbsUgliVx0YZrNlgO0nHJqXTplBe1JPmKN+D6GiXcDRoooqACiiigApCcDNLSEZGKAISMk0xx81TbCPemNVARAclD36UvLDB+8KcQGAoKkgEfeFAEDEjI/KgzBkGfXFSkBxz1qleBoY2lUA7eSD7UwLqnj1qO6s7e/t2t7qCOeJusci5U/Ud6IJTLEj7Su5QxVuoz2rlvifqeqaP8PtTv9HuWt7uHyyJVAJVd4DYz7UmB8yfESS0k8f619hgWC3S5MaRogQDb8pwBwBkVydW728uNQvZru7laW4mcvJI3VmPUmqlSAU9QGYAkKCep7VLbwSXFzFbxLuklcIg9STgfrX00PgZ4cXS4LdYD9q8jbLdvI7N5nHzBMhT34Pt1oA8d8P8Aw6Gs2q3QvL67QtjbpmmSzA+v7x9iA/ia6tfglcTSQtZ6ZrHlg5kF/NbwZ+mwuRX0Bp1hbaNpsVlY26RwQIAscSBc4HoMDJrR70AeM6f8HpoEATRfDNqf79y1xfP+pRf0rorb4aXKACTX0th3XTNJtrcfmVZv1r0POaaeuBTA46L4baGDm7m1W+Ppc6hIVP8AwFSo/StWx8L6DpZBstHsYWH8YgUt/wB9HJ/WtpiFGW4+vFV5bq3iG6WeKMeruB/M0wJgTnqTTj0qKKaOZQ8UiSIejIwYfmKl7UAR96ZIMinE8mmE8UwIlfY9RA7LtlzgNinSn9TUFw2JA3cUwNOAcVm3kqnUy7H5II8n61fEwjtjKTxt3VzdzKXDDPLHc5/kKEBHbq15qKZ6vICfzrt65bSoQl7bhvvOS34AV1NTIAoooqQK93zGFHc1WVDVuYBivtUYAGKtPQBqAgg1LmopZliUk04HIB9aQD8mlzTQaUUALS0V5l4pHxEuJLgWGpWGl2gkKxNFE0ssq9iPlO3jHXv0NAHe6rqUmmQGVNNvLwAZItvL4+u91rwz4l/EfxG9gn9m3Nro9szmJ7eG/imvHPPzN5ZOxe3XOayLj4ceOfEV2V1K41i8iU8vdv5a/Vd7kY/AVtxfs9SNAA1/HGzD77uSy/gowfzpXA8RuNTvrxi1ze3EzHqZJWYn8zVKvcfEnwGi0PwlqGpxazLc3VpCZ/LMQSNlXlh1JzjOK8OpAFFFenfCDQNO1a91zUNXtIrqz06xL7JRlfMY8H8g1AHmVJXvXgrwTptzK097pNrIJAdqSR5A6dq9Eg8FeHtMTNroGmtdSZWLfao3zHvyOg600rq5bhZ2PkKtTRpruHUI5LaaaMxsHPlE5r6xb4ceHpZrZ5rNJRbBQqmOMKSO5woPX3qxdfD7w9dzea2nxI2c/uxsH5DiixKtc5TQfE1nrbWcYhdZ5shkZRlABkk+3vV7RtBSOZprZmj/AHrFwDlSoPyDH61u2nhTStHuWnsYgJ2XbsHOfoO1aen6c1lbLE3JLF35zyarfc0ckloTWiOow6j/AIDV1cL9DQqgLSOB1oMhszAoajj+6R6jNMkfPFJG2FHtxTsBbj+7T1FMjGFGakLKilmYBQMkk8CpASTaqFmIVQMkk8AVxdpr8cniwTI3+jN+4B9R2P51H4o8Qm7RrOzbEB4d/wDnp7fSuWjJQg56Vzzq62R2U6Huty6ntApazNFvxqOmQ3GfnI2v/vDrWlWxyNWdhaKKKBBRRRQBXuJBBbSynoiFvyFcLptzdWvzQXMignJQncpJ9j/Sus1+XydEujnBZdn5nH9a5C1+6K560mmrHXh4JxbZ01rrkbYW6j8tv768r/iK143SRQ8bKynupzXGnpkVLBPJb/NE7If9k0Qrv7QTw63ida3rVW5b90R68Vkrr1xGo8xElH/fJ/w/SsrXfFUcel3KrbSiZ0KJhgQGbgHP41vGpF9TB0prodFpN293p8c8ibWYtjHQgEgH8QAfxry74x+JLi18KavpBF20k15CnmPCFjELLvGxgOeVKnPOfYivU9MkV9NtcLtIiUEehxVXxHZ6Pq2kvpOtGNre8IjWIth2bPGwddw9qtmZ8R0V2fiVdGstG/s7TXVLmPUrjzoXgJlEasViJkPbGflHc5rjKkDp/h5ZDUfiFoNsRkNexsf+And/SvrPxT4s0nwhpb3+q3HlpnEcajMkreir3+vQV8YWd5c2F0l1aTyQTx8pJGxVl7cEUXd9d30nmXdzNcOP4pZCx/WgD2fWv2i9Qd2TQ9Gt4EB+WS8cyMR/uqQB+Zrkb341+PLxiF1lbZT/AAwW8a4/Egn9a8/RHkYKilmPQKMmtnSvCuv6zPLBp2kXc7x48zEZATPTcTgD8aANqP4teOogwXxJdHd13KjflleKoX3xC8YakpW68R6kyHqqzlFP4LgVfPwv1+HH26fSrEnos9/GWP4IWNTw/CfXpmHkf6UD3gtbnb/320QX9aAOJe7uZnLSXEzsepZySa6/QfDvjaZVOm6FPIjNw89mhz/wJxnH0NdxoHwYu2kQ6h4cm4PzG61lEQj1CxxFx+JFe1aL4P0LQGWSw09I59uDLJI0r/Tc5Jpgc78OdP8AF9naTJ4kt7GyjUgwxWqIGf137c9OMd69A7U3HFOHSmBXY4Y1Gz84p7n5jUDc0wGyOCcGqk7bgrelLMxWTBNVZJwMZ6YqgJ9QvB9nhgQ8kZIqpBGG+eQ4ReTVUSNNLheSep9KmkZnUQx/cH3j60AWtMuPO12JzwDkKPwrrK4bT5DHqcDr0Dgf0ruaiW4BRRRUgRyDOKrSvsBPWk1K7Fjp01yU3+WM7c4zzWNLrdncQhknRc/wucEVUWr2Hytq5JNMZZMZ4rTgfci/SsCKZZPnRlceoOa1LCXKlSelW1oI0xSimqeKdUAOoHtSc0tACjHWlptGaVgPJ/ir4nv9B8La/ZNYX2L6SO3hvJGDQ7JEO4L/AHSArDHqQc18ymGRYhKY2EbEgPg4JHUZr7e8R6dp+qaBeW+p2sdzaiMyNHIMglfmH6ivlDxZY29v4R8H3dtuAubGTzV5AMiynLY/EDPfApAcRXsfwieKTw3rGnAsZtSvIInCDkRKGZifbnH4147Xq/wQ8SLp/ihtCuFHk6mR5T90mUHb+BBI/Kmhp2Z79o+mokayBQMdABWzFa7W3sd0p7n+Eegp1tCIYwoHSrAqmDd2AUBcYpccUvaipEM2gdAM0hGaeaaTTAQ1XlfAqR2AFUZ5frTSAiklIDY9KLeQvIQ3sarTK0yOgJUMpGQec1buLX+z7MXLyMwRR5hx+vFU3YC808cMDSyuFjUZZj2ri9Z1ufUiY4t0dsOi929z/hSajrJ1FxEmVtkPA/vn1NVjtK5xXDWrXfLE76FC3vS3MyRTtyetVJPlNacq5BGKoyJxiudM6rHT+B9S8u5kspG+WUbk/wB4df0rva8Ztrl7C9injOGjYMPwr16zuo72ziuYjlJVDCuylK6sefiYcsr9y1RRRWpzBRRRQBzni+TZo6pz88yg/qf6VzkBAUCug8Y5+wW2OnnjP/fJrmoj0rjr/Gehhl+7NEHIFOHTPeoozlRTz93rWaLaIJyAOKx7i3N5e2kI/iuFz9Bk/wBBWrM3BpmkxeZ4gshjjMjfko/xrWkryRM9IM7KCERRqo44FLPEcGeGKFrtEKxPIPu5xkZ6gcAkDrirBXDYpQK7Tzj5U8V2Fhp9j4oGq6ef+EgGrqkU8XEaIw3ngcAEA478+1ebV9Zax4dttR8QeMdNuYg6atpFvcJkdJI/MTI9wQh/Gvk01IBWto+h6lr18lnpdjNd3DnAWNc4+p6AcHk1k17H+z1qrW3i+/01nwl5abgvq8ZBH/jpagDb+GngDxBb3t7aazPLo4iRGIsvK8+TkgZlUNtA29AQf6+s2/g7RoH8yWGa8mblpLy4eYv9cnB/EVvgAZIpu0DOO5z1zVAMtLO1s02WltDbp/dhjCD9AKsNz15pq05qAEqPvUlMI5zQAUooFFAFWY4JqsJBuxnrU918tZckuxg3cc1SAS+l2zH2GKypplJIJ4HWm3t8izKjSL50pOxCwBP0p9rEHdS4XjnFMCa2jZl4G3P6VLcL5UW1RjtWhGmFGBwPSuc8Q63baXlGIkuDyIgefx9BSbSV2NJt2Rq6dbPPdxrEMbWDE+gFdjXK+Br99R0M3EoUSGd1bb04xj+ddT2qHK4NWdhaKKKQjC8UyeXoc3+2VX9a87kHmJtPNdz40l2aZEn9+X+Qrh1GVzXNWfvHdhl7hnrHNbTGS3leJv8AYbFb+j+Jbi3u4o71g8THa0hGGH+NZkyDBqiJHjuI3j++rAr9QeKmFSSejNJ04yWp7JDOkg+U1MKgt8tAhdQr4G4DoD3qyBXczzQH1pQaKXtUgGc0d6MUZoAzfEII8N6pt6/ZJf8A0A18f+LNUmvNL8NWTxGOKy0xVTP8e52Jb+Q/CvsfVI/O0e+i/v28i/mpr5W+J1rBb6R4KeKNVZ9CiDEDk4Pf8zSA84rovAk723jvQZk+8t9Fj/voVztdl8L9MbVfiRoduoyqXImf/dQbj/KgD7IxjgUUUuKoBKKKQnFABn1prMewpSajkJA4NAEM0rqPu1QlmZj0q20bydXwKqzyIg8uP8Wq0BHCpkuY19WAroGUMpVgCCMEHvWRpce+6Lnoi/qa2qiW4Hm/iHSDpN8JIQfs0pyn+ye4qpC29a9D1TT49SsJbZ8ZYZU/3W7GvNlV7W4kglXa8bFWBrirQs7o9DD1eZWe5NIMe9VHUYJ71bdgwqrKSrGuc60Z1wvHHWu68Ban59nLYSN88R3p/unr+v8AOuHnY9hVjQdROmaxb3GcIG2uP9k8GtqMrSMMRDmgeyUU1SGUEHIPINOrtPLCiiigDmvGf/IMt/8AruP/AEFq5aFs811HjT/kEwf9dx/6C1ctbDKgVx1/jPQwvwGjFytSN0psQ+WnuODWaNJFKUfLmrnh6PdrkLY+5FIfzwKqS+laXhhc6rO39y3UfiWNbUV7xlWfuM6lvviih+MGlrsOA5nxA4sPE/h7UH4hnkl0yY+0yhkz/wADjA/4FXyL4l01tI8Tanp7IV+z3MkYB9Axx+mK+yPFOjNr3hu90+J9lw6B7eT+5MhDRt+DAV8yfFGBtQ1qDxHFD5Y1C0jluY+8U6kxyKfo6Efl60mB55XoXwVMo+KeleUpPyy7/ZfLbJrz2uk8DeIf+EW8ZaZq5yYoZcTAd42G1v0JpAfaZ6Uxqhn1CzttNbUZriOOyWPzTOzYXZjOc/SvAPE/7QOozyyxeHLGG2twcLc3K+ZIw9Qv3V+hzVAfRC+g5ps9xDboXnlSJB1aRgo/M18a6j8SPGWqs32rxFfbW6pFJ5a/kuBXPzX13dZ+0Xc8uevmSFs/maVwPtw+INFCb/7X0/YRkN9qjx/OsLVPib4M0lWNz4gtHZf4ICZW/Ja+Ns0maLgfTd5+0J4WglKW1jqdyP76oiA/99HNVh+0FplyCtpo0isBnN3dJEv6ZJr5+sdE1XU5Vi0/Tbu6duAsMLOT+Qr0zw18DtU1SKOXVY77Tw33kkSJMfjvLfmgoA77TPi5b65dCGU6JaAnA330m4/TMYB/OukutXtjaXFwkgkWFSz7QewzjkCucj+B3hDSrYyyre3sqjP7+fAz9FC5rQ1CNJNNmtYl2xRwNGig8AbcAVS2Glc87uNRuNVujeXB/eMeAOiDsBXRaTqupRgBbyXHbJ3fzrlrVf32z3rqLCLCiuOUmnozvjFNWZsT6rqMkJDXk3T+Ftv8q5S4/wBYSeSepPeujlXEZ57Vz1yuDms+Zt6mjilsj1H4Yk/8I7Pz/wAvLfyFdtXF/DeLb4YLEYL3DnPqMAV2ldcdkedU+JhRRRVEHI+Oji0tP+uh/lXGxnjFdT4/lIFlEP8Aab+QrkY3G3muSt8R6GH/AIY24bA61nBj5wI6g5q5ct8pqnbqZLlUHJJwKmO5rLY9nspPOtYpOPnQNx7irYqjZwGzgitmOTGirn14q6pr0GeUPFLTQaXNSAtIKTNLmgCOdd8Ei/3kYfpXyn8Uju0LwW393TXj/wC+ZCP6V9YdxXyl8U4jFovhiM9YvtsX/fNywH6YoYHmNek/A6RY/ilYg4/eQTqPY+WT/SvNq7L4VXJtfidoDg4DXQjP/AgR/WkB9k0ZpoPAozTsAuaYxpSaiduDzTQC7qhkf0ppkqNnHeqSAbLIQpA796ot1xVhzuyTVY0wNXSUxFI/qcf5/OtOqmnpss4/U/Mfxq3Wb3ASuL8ZaZsdNThXrhJcfof6flXaVWu7aO8tJbeUZSRSpqJR5lYunNwkmeXxvuWo5uelLcwSWN9LaS/ejYr9femk7q4JKzsz14u6uihMTnNVCcE1duV9Kzz940osqS0PWvCOp/2loUW5sywfun/Dofyroa8t8C6mbLW/sznEV0Nn0Yfd/qPxr1Ku+nLmjc8itDkm0LRRRVmRzHjY40qH/ruP/QWrmbIEgV0njZs6fbJ6zZ/JT/jWFYx4jFclf4j0MN/DLQ+UYNDvkdaWQYWqckuDyayRq1cc/vW54YtzGbiY5zKEIz/dwcVz1vG+oXkVpCfmkOCR2Hc/lXcWkC291OiDCKERR7Ba6qC6nLiJWXKWZB8tC9BQ/IpqHiug5B3evBviVY6bpvj/AMq9M0ek6vZSJcuYz5dtK7AiRW6Z3ohI4Gc5PJr2qf8AtFr2FIBClmFLTSk5kJzwqjoPUsfyrwj4haD4k8c65qNxY3El9Y6UjGRACkEbgE+XCOTK+OpxyxwOKTA8Wmj8qaSMMrhWKhl6Ng9RUFadvouqXd2bW2067luA+wxpCxYN6EY4NSnw7rUeoPp7aRffbEXc0H2dy4XOM4Azj36UgILjV9Su7WO1ub+5mt4lCJE8rFFA6ADOKzqtrZXTicrbSkW/+uxGf3fOPm9OeOa7Hw54I8YsTqNlpj2saoW867hUdORtVwSWOOMDJ7UAYtr4L8S3unPqEOi3n2NF3mZ49ikeoLY3fhmtrQ/htNq0KStqQZ2/5YWFpLeOv+8ygRj/AL7r6Y07who8ccVzd2v2+9ZFMlxfkzOWA64fIU+wAxXSKAqhVGFAwAOgp2A+cLH4IXsoXGm3h777+6it1I90jEjf+PCuo034GpC++a9s7Qt95baBpiP+BSkj9K9mptFgOI074VaHZJia61W7GclJL6SOM/8AAEIFdna2sNlaxW1umyGJQqLknAHueamFIaYFHURutZB6g1w+3KsvqCK7q95hb6Vxe3Ezr6E0xo8viTbqTr6GussB8oNc1OPL1u4HpIR+tdJYnCCuKa1PQgXJh8hrnb1cV0knKYrAv0z09KzW5o3dHrXgaIReELDjBYMx98sa6TvXPeCmDeENOIOf3ZH/AI8a6HvXatjzJfExaKKKZJ5t46mLa0seTiOFfzJJrmwx28Vs+Ky03iG7GDwyqPoFFYzwSICeR+FcNV+8erQVoIrXD8VZ8NRfavEFnF1BlXP0Byf5VnXLsFJYVufD0pJ4niL9QrFfrj/9dVS1ZNbSLPV7pdpWQfQ0I2anlQPEynuKowOdg3dRxXctUeYWxzS5pEcMKfgUANzSU/FIRSAbnHPpXzV8UI4pHurZvv2TXzIMdA1xCQf/AB419LkcV4J8QNL8zUfiICN0ken2lxAP7qtKGkP/AI7QwPAK2PCt0bLxbpFyDjy7yJv/AB4Vj1PbymC6hmHWNw35HNID7xPU/U0hNR2kv2iygm6+ZGr/AJgGpDVAMZqhcEjIqVlzTCDTQFc5phGasFfUU3aD3x9aq4FWQYSqx5NXLnaCBuzVVBmUD/aFAHQxDbCg9FFSUg4GKWsgCiiigDg/Hdh5c0GooOG/dyH37H8s/lXLxPnoa9M8SQR3Hh69WTGFiLgnsRyK8ptixcdcVx4iNnc9LCTvG3YnuOQRWa6/MeK2JIsoT6DPSs2RRvrnTOvoMgle3mjnQ4aNwwI9Qc17fBKJYI5R0dQw/EZrw9x8p4r2rTQRplqD1ESA/wDfIrsw70Z5+MWzLtFFFdBxHL+Moy1tav2E2PzH/wBasq0UBRW34vZV0yEnr564/I1i2rAoK5K3xndQf7skn+4axLzOMDqTWzNyD6Vj3g2tketZ2Nky94RzH4hCtzugfH5iu6KgXDkdwDXDaIwTxDZv0DbkP4qa7sn/AEgj/ZFddH4TixHxg3SolODU3aoSOa2MBWAdGVujAg/Q1W07TbTSkkis4vKSSQysNxPzEAd/ZRVkUoFACqqqxYKAT1IHJpTjduA+bGM98UUds0AVYrO0tnneC1gied98zRxhTI3q2Op9zVgZJGeaa3JxT060AKyK6lXUMD2IyKfR3oPTmgBtNPSnU1ulAADQelNBpc0AVL3/AFRrj5Bi7f35rrr4/ujXKzj9+D7VSGjzXVVCa7cEDrIf51s2Mg2D6d6x9cyviK8QdPMz+YBq1aTbEGa4p7nfDZG4ZMLWbcxls4FWbYtcE4HFXJbNVi6c1kzVHa/Dy487wrDH3gkeM/nn+tdbXnXw5uxDe6hpzfxATJ/I/wBK9Frrg7xR51VWmwoooqzM8x8RKT4qu/8AeX/0EUCFWiwQDU3iVDH4omP94K36Y/pSw4KV5tb42evR/hoyLuwiKH5AKoaQ39la7bXKnCpIC307/pXQ3CAqcVhzxfOSKdJ2Y6iUlY9mJ+QkelZwBJIxj1pmi3RutCtZs/MYgCfccf0q5tDruFenFnkNWdiMKycjkVMkueD1pqHjBpSgNNiJs0VEuVPtXnvxH+Klt4Fa2t7W3g1K9mLB4vtO0wYxgsACec9OOlSwO8vNTsdPCm9vbe2DdDNKqZ/M1wmvap4DurrVZ7jXrIXd9pjWMxScMPKyecDuC/r29q+dvG3ju/8AHOoxXd/bWsBhTy0ECEHbnPLEkmuSzSA17uysbfS7eSK+WW9Mskc8CgkKFPysDjBBrKUFmCjkngUmCaTFAH0rp/xntbHw5ZwGztjdW9ukcgmv0QFlAHAAJ7elc9qfxv1S4H+jX1hYYOSkMD3PHoGYKM14vBYXdyQLa1nlJ6CONmz+QrbtvAPiy8TzIfDupMn99oGVfzNAHrGjfG/VZ4Sg02LUCpw0txPHa/1P8q63SPivpk7udcm0rTFC/Ls1Jbgk+m1V4rxiz+CXjq6ILaZDbqe89zGP0BJ/Suu0z4B6giKb6XTt5HObiV8fgqp/6FTVwPRJfi94GjODriN/uQuf6Utt8VfBd9KsMGtKZGICq0Tgkk49K52w+Bmm2jB557OVz2+ySMo/B5TXcaN4T0jRLcRRWFkGDBw8dokeGHfjnPvmqVwNCXl6LZd11EP9oUshG4460+wGb2P8TVPYDdooorIBKKKy9a1VNI0952wZD8sa/wB5qG7DSbdkYHjDVR/yDIGyzYMxHYdl/rXO2tqABxUMRkubhppWLO53Enua1o1AWvPrT5metQp+zjYr3CAxEGsO5UL0rdumwDmueuS004jQFmY4AHesoq7NpOyuWtC0uTWNXhgwfKU75G9FHX/CvYQAqgDoKwvDGhjR9PAcD7RLhpT6ei/hW92r0acOVHkV6nPLyHUUUVoYnK+N8jTrYg8C4GR/wE1jWEmYxzW/40i8zQi+P9XKrf0/rXK6ZL8oHeuWt8R3YfWFjTlPFZt2u4GtCRsrVKYcGsepuloJpMmdV08d/OANd/IcXePVa880vC63Z56Cdf5138r/AOmj8q7KGxxYj4izUTDmpAc0jAmtjnGUoNJikIxzQA/rS59KaOlOoAZzup6jmg00HBPNAEoo7U0HiloATvTWpx6000AR96XNIaTOBmnYCrenKEe1cvP/AK0fSukvGJjf8q5yQZlH1pgeca5g+Kbv/eH/AKCKt26Iycj86o6xz4gvHB5EpH5YFW7dt64HWuOe7PQhokbGnbcNgfStOUAx4x2rN05Nigdc9a034iNZstXbK3hmb7J40tT2m3RH8Rx/KvXK8VgmNt4j06YH7tynT3OP617T2rei7xOTEq0haKKK1Oc4XxnD5Wq2lyBxJGUP1B/+vVGA/IK6PxnambRPPUfNbuH/AA6H+dcvZSZQc1w142nc9PDSvTt2Jpl4rMni5Naz/MDiqM6/Kazjuay2Om8IXW7Rnt8/NFKR+B5H9a6GE4yv41zvhOADSZXUfO0xz+AFbn7xCG7V6cPhR5VT42WyoJoAxSK2QCKdTIOb8XXkv9lXGnWsOq/aLiIqLjT0XMH+0WZlUdPWvla88D+KQ013c6PeRQmUg3N5iNWJPBLuQDn1zivsee3juYwkqllDBsBiOR9P5UXFrb3Vu1vcQRSwOMNFIgZSPcHikB8zeC/gu/iWCS6uNatBDG21vscgmw2M43AFT+BNei2X7PXhSA5ubvUrr2MioP8Ax0V6pBbw2sCQW8UcUSDCxxqFVR7AcCps4osBwdp8GfAlnjGiCYjn9/M7/wBa0rP4feGtOvvtNppsUagACDarRjrzgg/5FdVuoyKAI4oIoF2wxpEvpGoUfpTiMnnkjvTuKKYEROD0ppNOkGRTAcimgGMfaomfAwRVksAKryMD2poCpMRngYqbTRm84/ummSJiNnPHpU2lqfPduwXFD2A1qKKKzAidlRC7EBVGST2FeZa7qj61qpZCfs8fyxD29fxrf8Za35Uf9m27fvHGZSD0HYfjXK2UPINc9edvdR24Wl9tl60h2r0q25wvHpTU+VPSoZ5dqnNcTO9FHUJ9sZyf1rW8D6P9ouG1S4XKRnbCD3bufwrBtbSbWtYjs4c4Zss3ZV7mvWbO0isbSK2hXbHGoUCurD0/tM48XVsuRFmiiius88KKKKAMvXbf7Vot5EBk+WWH1HI/lXndi+Oe1eqSLvjZfUEV5VbJskeI8FGI/I4rnrrZnZhXujXByvWoJe9Pj4TFMk6GuY60UfNa3mWZB80Z3D6jmu1066N5YW12esiCQ/jya4mZevuCK6fwnKJdAsxnO1Nn5V14d7nJiVszqEOVBpScGooD8mPSpSMiug4wxTStCntT6AIQSDg04HNOIBpAMUAI3Smbvmpz1Bk7jTQFkHNOzUSnipAaQCmmmlpCaAIzTGOBTzUZ5NNAUL47LZz3rCA3SD25rZ1E7oio9RWVgRrIxP3VoA8p1CQvq9y+eszH9TV20OSBnFUdRjMN/Kp6hjmrdicsoriluejHY6axHyCrsn3Kq2IAUVZmOFNZs0Rz2oP5dzHJz8kitx7EGvcUbdGreoBrwjVCXlVB1ZsAfWvdohiFAeyj+Vb0NmcuL3RLRRRW5yFa6t0ubWWCQfJIpU/jXmlvG9rcS20vDxOUP4GvU+1cH4rtPserR3qjEdyuG9nH/wBb+RrCvG8b9jqwk7S5e5EuCtU7lcA1agO9AajkheVwijLMcAeprlR2s3/CG7+zpQwIUykqfXjmugxyRVSytl0+zgtxyEXDH1Pf9avYBFelFWikeVOXNJtESfK+3selSkUxlOPcdKkQ7lpkiClpDxRQAZpaSjNABikwaUGloAbkik3040h5oAaSCKTAHFKVzSbSKAEJUDkVG0iKM4FLMp2Zqoys/fAqkgIriYynHYVb0kfNN+FU3TDYq7pZ/wBcPQiiWwGlWXrWqxaRpsly+C3SNf7zdqvySJFG0kjBUUZZj0AryjxHrj65qmIyRaxHbGvr7/jWM5cquaUqfPKxWSSW+upLiZi7uxZifWtmGJUQe9U7G3CqCRV5mxz6VwSd2erFW0Fkk2jFZN7cFsRpksTgAdzT726CggHmuj8KeHWUpqd8n7w8wxsPuj+8ff0op03Niq1VTjc1PCuhf2TZebMv+lzAGT/ZHZa6Silr0EklZHkSk5O7CiiimIKKKKAE7V5hqMZtvEF5H2EpI/Hn+ten15/4utzBr8dwB8s0YP4jisayvE6MM7TsRR8/SmyDBxS253Rj2FLIuRXId63KMw6VpfD+fzdHK5+5PIv/AI8azrjgLx3qb4bNm1vk/uXcg/WurDbs5sT8J38fDH3qaoR61IDXSzhEYYORTgcig80wfKcdqAJM0lHamn60AI1QH71TGoD96mgJl6U8Go06VJSAWkPSlpDQBG1Rt0JqRqjPemBk3DE5+tUb2PyrE5+85xWr5Q8wliOtZWsyZlSMHgDNUB5l4ihMV+W7OAR+HFR6efmWtbxTBiKKTuGI/A1iWDYkFcdVWZ30ndI7Cz5QetS3BxGaisyTGDTb1yIz9KwZujBk/fazax5HzToPzYV72BgV4Lp6mfxDp47tcx/+hCve+1dFHY48V8SFooorY5RKx9f07+0tJmjUfvVG+M/7Q/zitiik1dWY4tp3R5tpr74ucg1uaRZma+ExX5Y+c+9VIdNaPxDeWicJv3j2U8/1rrLWJIYwqABR0rClSd7vodlWsrWXUU4IINPVscGkZBmjGOldZxEuM1GcxtnsetKrdjT8ZFIBQQRRiohlDx0qUHPNKwCUUvFITQAUZpvNJtPrTAfkUnFMwfWl25oAfxSEgUYxUEj84BoASdyw2r1NVnUqpGanxjmo2UlSxGAKpAVlXJzVzS/uzH/aqsgxAx7+tYWu67JoujusAInuG2q/90Y5P1pSeg4pt2Rn+OfEu5m0mzf5Qf37A9T/AHf8a5fToS7BjWXGWnnJYkknJrprCIIgJrhqSuelSgoqxfjGxAKq3l0I161JczCKMHPWr/hvw6dWlF/fqfsqn93Gf+Wh9T7fzrKMHJ2RpOaguZi+GPDbX8i6jfp+5BzFGw++fU+3869D6CmgBQABgDgAU413QgoqyPMqVHUldi0UUVRmFFFFABRRRQAVyvjW0Mumw3SjmCTk/wCyeP54rqapalai9024tj/y0jKj69v1qZK6aKhLlkmcBZP8g54q244rLsXK5VwQVOCPQ1qZBUVwnqXM+6BHapPh4vl3Osxf3bwn8wDTrtcxj2qDwbL5Hi7U7Y8CeKOdffHyn+lb4d+9YxxK9y56LnilzxS4BFNxXYeeODjvSnnmmbM0AkcGgB2RSfjRRSARjUYAzTzTOM+9MB4p/emr1p1JgLSGlFIR70AMaq7Zyanb61C2aoCHy+cnoK5++O+7kbsDgVs3lwY02g8msaX52YnvTBHNeJoN+msQOVOa4+0bEi16rFp0eozG0lUESwyAA+uOD+deUxKY7ho24ZWIP4VzVlqddB9Dr7Fz5Qov2zER3qCwYmMDHtVm4iypJrkZ2JGZ4djEni3So26faAT+p/pXunavEPCeJPHGn55xIT/46a9v7V1UfhODE/GFFFFanOFFFFAGe1qE1OS54zJEqfkT/iKlj4OKWRszcdBxSjrmqWiC9xzUnFO601hjpQAjDHNKH9aUHIpdooAMg0DFJ5YPTijaR3oAdmjGaQGloANtBFLmikAmPal6UEgc1G0go3ASV+oHWo1jA5NJuJPyjrTwhP3jxVAJ14HQVBO5PyKKmdsDatNiiH3zTQFedfKtQvc1xvjWHfpMLgcrKB+YNdfevucKOgrA8Txb9BkP91lb9amfwMun8aOCsrbDA81to/loOeKz7U7frWvp2mTa1dCCL5Il5lkx90f4159m3ZHqXUVdlrRtFbXrxZJAy2UR+dv75/uj+teiRxpFGscahUUYCgYAFQ2dnDYWsdvAm2OMYA/qferQ5rrhBRVjzatR1HfoOoooqzIKKKKACiiigAooooAKKKKAPN9Yt/sev3UeMLI3mr9G5/nmnxt8o961fGlvh7S8A5BMbfzH9axYSWTrXFUVps9KjLmgh06gxN64rIspfsfjPSp+izB7dj9fmH65rYcgriuf1ndDHFdLw1tMk4/4Cef0Jp0naaHUV4NHranilqtDOsltHKDw6hh+IqQTDoeK77HmEtNbFN3g00j3osA/OaB9KaKUcGgAOKj4z1p5BNN2mmA5akqNcinZpAOzTSwoJ4xSYoAbnOeKhncRoWNTsQBWVqU3ybc9aaAz55TK5P5U2OIucmnwwl+TVh8Qwk0wG6T/AMjBGM8LGwH5V5p4lsv7P8ZX8O3arTF1Hs3I/nXoFlN5WqQzdhKoJ+vH9a5/4nWXk6/Y3yjAmi2MfdT/AIEflWNZaG1F2kZ+nj5cVoXC/uT9KoaaNy1fuT+6PHauFnpFDwGhfxxb5GdqSN9OK9nryH4cR7/GM7nP7uBsfiRXr1ddP4TzcR8YtFFFaGIUhOAT6UtQ3DYiI9aEBXT5mLHqalxxUMZqcdKtghVNKRkU0jmlBpANII6UoY96fSFc0AGTRk0gOOtOoATmjtS0UAJzRupabgUAB5703ap7UHjpSYJoAcABQTgUdBUZG489KAEGCfWnyEJETTlUKKq3L7vlFPcCk+Xck1Q1yPdotyCM/uzWntCmqOsqz6ZOqgljGQB6mnLZlR+JHB6bYXGo3qWtumZGPJ7KPU+1ep6TpcOl2K20XOOWc9Wb1qp4d0SPRrIBlBupADK/v6D2Fbgrnpw5dXua163O7LYWiiitDAKKKKACiiigAooooAKKKKACiiigDG8RWv2rQ7lQMsg8xfqOf8a4m2b5Rz2r0p0V0ZGGVIwR7V5w0Jt5WjPLRuUP4GueutmdmFlo0TOMDNZ+oWyzQPG33XUqfoa0c7l96rzAeWc1h5nWkdF4SvlvdCgikx58C+U4914zW4Yga4vwysa6jLEXKvJ8wweuK7RQy8Mdw9a9GEuaKZ5dSPLJoYYcUBD61MD60hXPSquZjAMCjmggik3EdRQFxd3FKGFM304MtAXHZ5pe1NDLSbxQO4/NIWwKYXFRvMqjrRYVxJZABWVdDzJ0GKsySZ+Y9O1U5JucjrTAmyEUAYFVbgGTAzxSbncnrThA7YzxTAz7wiGEbeocNx7c1P8AEq2+0+Hba7UZMEytn2YY/nio9RQB0TqTWvrdqdR8BzR43P8AZQ4+qgH+lZ1NTSDs0zz/AEo/IMVfuyBESelZ+kkMiHsVFXr4/uTmvPZ6qLHwwizreqTf3Ywn/j3/ANavUq86+Fi5XV5PWZB+hr0WuyHwo8ys7zYUUUVRkFVpfmVifSrNVZWCny8jcRkDPJFNARxDipaSMAKKftzVMAptOCmgg+lIAoDUgoIoAdkGjFMxRk96AH4pMGgGjNABg0vFJkUUALxSGk/Gg9KADGaMAUmTTTnvQASPgcVXYfKTUpGTTXxiqQFYjLYFRXAXeoYZGRkfjVlRmTNVbk5kbFUBv0VFA4kgjcHIZQalrEAooooAKKKKACiiigAooooAKKKKACiiigBoHArhdYiFrrk6kYSUCVfx6/qDXd1zHi20D20N2B80bbGx6H/6/wDOs6ivE2oStP1MAsNuB0qCZgUz+lShcR9enWmNDuGa42enGxj3zSQhZkZ0eNwwZGwQR716BpOqSXEMQnU5dQVc9/r71x88aSIVkUlehq5FqF/baX9ltkt5gB+7aYNkfXBGa6KFVRVpHNiKLnZxO6OcZwaUGsrw/qct9ZKtyqpdIPnVTkfUe1bOB6V1JpnBKLi7MZwaYRipdopNgNO4iBsdxTcBjgGrBi9zTfKI6Yp3EReWR3zRt2jJNSEMo+6TVaXzXO0KwFAiN5CSQMVCzH1qT7PJjAQ0fY3PHA4pgUJWaRtq81JHZHALVfisxGOxPXNPK4/CncZV8pIkJxzUe4BC2Ke6vI20YAzjrVe+3LGEDgA9aQGVM/n3TOeign8hXXWcIl0OCFhgPbhSPqtcukCpBO+M4TGT7mur0vzP7Mt/M+9sH5dv0qZFdDyjTIjFI0X/ADzJX8jiptXbZbMxPbFT2zIdSvyAFAnf8OTWfrLho254FcEtz1oaq50XwofdaaoO/moc/ga9GrzL4VK/maoQf3Y2A/Xn+lem11R+FHmVfjYUUUVRmFed+L7q6fxBF5e9LeCPCzRtgh88j27V37khGIIBwcE15nfSTSXLSRzOWLHdjDfgyn7w9xzW+HXvXMqu1i3beI9Xt1yJ4LlAeFmHOP8AeHP55rRi8f2cRA1KzntfV0/eJ+nP6Vy80tug+aK1D4ySS0Z6+lUjJaSyFHhXbz8wua6XTpy6GSlOJ6hp3iPRdVUtZalbSkdV3gMPqDyK1uGGRyPUV4pci2aAWsCRRosm/C4bJ7kk9T/Krtq9xDFss7y6tsLhdkx49ODxWX1a+qZft0tz14YowPSvJIvEHiW3AC6uzkcHzo1bNSx+PvEluQHisbkc9UKZ/I1LwtToNV4HqxUelN2ivNo/ildwqxu9DUle8VxjP03Cr9j8VNHuoWlksr+JUIDsIw4X64Of0qHRqLdFqpF9TudtG2ubh+IHheaJZP7VjjVjtHmo6c+nIrVg1/SLn/U6pZv7Cdc/zqOWS6FXRe2Gk2t70JNFJ/q5Eb6MDUo596QyHaad2qTFJRcCOmM3oKnxUZ60ARgMexprKT0FTUhx16fWncCHyyOSapyIAx+tOvNWsLNSZ7uJQBkgNk/kOa5u48ZWMhkWzjkmK/xONq/41WqV2C1fKtzrdJZm02LeMEFh+RNaFZuh3LXmi2dw4AaSIMQo45rSNZA9xaKKKACiiigAooooAKKKKACs+71nS9OnhhvtStLWac4ijnnVGkP+yCefwr5Q/wCF2/EP/oYf/JK3/wDjdUl+LHjZdQuL8a0PtVxEsMkptICSiliFHycDLt09aAPsDUb630rTbrULl9lvbRNNK3oqjJ/QVR0zUdSuIHn1PTVsE2eaiJOZnC4yQ4CABvZS319flC++LnjnUrCaxu9b8y2mTZIn2SBdy+mQgNMtfit4ysriee11SGGa4cvO8dhbqZWJzliI/mPXr60AfVmn+IheWN7qM+n39paQTFIfNtpPNnjCr84i27xliwAxkhc98DI1fxBPceFYZ30iW3ur+WRIre5fyvKRN7ebKxH7seXHuIwSMheTXzdbfF/x3aNcNBrpU3Evmyk2sB3NgDPKccKOBxVaT4n+MptIm0p9aY2U6uskYgiBYOSzfMFzySe/ehq407O57zJeXKx2MUENvdXt3M8KJDcHylKAs5ZyoKqoGTlc8jAORU01zdxR2sMFrBc31zOYFSK4PlIyqXYs5XKqFGeVzyMA5FfPFn8QPFFhbW1vbansjtvMMebeJmBcEOSxXLE5PJJP5CnQfETxZa2tzbwazIiXMjyykRpvLMoVju27hwAOCMY4rF0jdYho+hJI9Qkt4jBDp8khdklZ7x1iQr1AYRFienBUdadYfamtTcTiyKea0Sm0uHlBKnDcvGnQ8cZ5B9K+erT4jeLLGwSxt9WKwIWYAwRMxLHLEsVLEk85JzToPiT4ttbSC1h1bbDAgjjX7NEcKP8AgPJ5PJ5OaTo6FLE6q59G/aZYXBV2XjBKnB/Opmu9XEZez1mUHGQs6JIv8gf1r5tb4meL3+9q+f8At2i/+IpB8SfFwUqNXOD1H2eL/wCJoUJrZjdam90elSfHLxJpOqXVhf6dp155Dld6bosj8Ca27L9oXS32i/0K8hPdoZVkH5HBr56u9SvL65kubmbfLIcs20DJ+gFQefJ/e/QVum7anLK19D6wsvjX4IvCFfUZrUn/AJ+bdlA/EZrpbPxn4Z1FA1pr2myA9B9oVT+TEGvirz5P736CmmRj1x+Qp3Efd0csVwu6GRJVPeNgw/Sgxtn7r/ka+Fo7y5hOY55EP+yxFWP7b1UDH9p3mP8Ars3+NO4tT7e8tvvOCo96jM9umWaWJR/tOBXw/JqF7MSZLud8/wB6QmpFZ2UEu5yP7xp3A+131TTYF/e6hZof9u4QfzNVJNa0vGf7TsACeP8ASo//AIqvjP65P1pCQwwVGKLgfYT+ItEtULS61pq4z/y9x/41yWq/FLwfYuxfVftcg/5Z2kZf9eBXzQUQ/wD6qTaB60cwHrniH42XN1aTWuh6f9lEmP8ASJ2DyAeyjgfjXufg2+efwFo15cOZJPsEbysSSSwTnJPfINfGccTSyLFEpLyEKoHJJPAFfXGt3f8AZWhad4fhYmY26I5xgiNQB+GSMfgaiUupcYuTsjnbRXaGac9Z5DJk+5zVDVwGtN3IAPNbchCQjgcDpWPqw8y22jArje560drHUfCqDZpF9Px+8nC9PQf/AF69BFcB8L5gdO1C3/55zhvzH/1q78V1R2R5dX42FFFFUZlHVJvs+nTydwuPz4rza8khSdnYMCevpXceKbgQ6eibsGR/zwM1wjCOUlXxz6967cMtLnNWetiP5JwEE746EMarvpYbLIAT6jFTfZWjcleR2U/41EkoQ7GA465rqXkYeoxI3gz+6BHcjrVmN4XGC+wkdGGKifhVIOQR0pkjIyhWHGPXpTETy25wDtDL6jFUHtiwbb6k1ORLEcxuSmOmccVIbrahEmDu45GD61SEzLMiRRyCaLzE478g0llEgt57qJQrh8R4HyuB1BB7VLMUijkDAEMf4hkCrvh0rFpL7N2ZCzncm4cHnjPPSiTsOJz2pRxfbLOFLb5Bvm8qXDYB+XHHbK8VZh05LqTLWqRIOpAwKdExk8WXQ3CMQxpFleMHajH9WNa5Q5ZASfrUQta453vYzk0eKNmMMpTH8QOOavJBqCooh1O7TA6C4b/GpjCBHknn0FIPMLE8bcU2kwTYJd6vAw2azfnnvKW/nViHXPEzzhItVmCDqzojf0qCN3ILFOg/HFTQPtAOwoDwOah049hqcu5qTeJtZgwGvU+boTEM1j6r4w8QtKq6fqsYkK/NB5Sb89iM9c+lS3aJcxAgcisB7dlLLuDRk5wfy/lUeyi9Ui1UezZ058QahLah3vZQQAHLHZg45PaoXuo50D+e06Ecszk1gx79zBWcqeqkbhncOx7Bc1qRSGNNsMURTvix6/h60uVRKu5FHVbow2T/AGQGQsQVEa7iR6ADmooZJ40YXEXlSSoGVG++Bnv6H29q0He/dAqRyQRdW3lYVH/fPzVhz3ER1WOKI/M4KkgEKSAOmee9Y1namzfDRvViezeE8jwtpu7qYFP51uVjeGCv/COWAUsdsIU7uuRwa2a41saz+Ji0UUUyQooooAKKKKACiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAq0jfIv0qrVhc7B9KaAdupNxNAFO4pgJRS5FIelAGr4Xha58W6PCoyXvoRj/gYr6RvpDf+K9RnYnEUnkIPQIMH9cn8a8I+FUfnfE3QFwCBcEkH2VjmvcGkK6hqsrdTdy9P941jU2OjDK8mLcnKt3xWbd8xkdeKtLMJCRVe8+5xXM9T0LWNv4YybLzVIOMkI/8AMf1r0qvKPh2/leKbhc/623PH0INerV1Q+FHmV1abFoooqzI47xtuElm2TtAfj8q5E7fPKudpHQetdx4uhlntLYQx72DEnkDjHvXHSaXeScNDn6sP8a76ElyK5y1U+Yi8x4SuBvQ9Vb+lJ5ltcjG7a5PR6nGn6iq7RDkL2LL/AI0jaPcuqq9sy+6uv+Nbc0e5lyvsVbi1eNiVXI7EY9KquCSd/HHpWmNM1KBgkaZU9FLgj9TTbjTryaLBgAfpkMP8apTj3E4vsZ29txAwwIHT1oMuUAbBXr8w9qtf2Re7si3PT++v+NV59I1B0K+QeMfxr/jT5o9xcsuw4LHJZSYTO7PBGccVJotuX0xlYMSjSBcnBHHUURabqSRARgoT2JUjp9au6PYXca3IMO0FjnDDAJz0GfpUSku5UYvsciY5W13VXiGSt3IDx2CQj+tbex1PUjgHpTrHSL+LxPqJNt+6kmLg717rH2z7GtO/025WUskJyR/eHH60QmkkrjnFt3KLSEQth84PGO1IPNCJh8k9eKeNL1ARENEdnUfMuev1qZNPvVTd5TEjtuX/ABq+aPcjll2GIrs4+UYxjkVIGOVUqCMfwmp47S58kDyGxnk7xn+dWo9L8zaohdSOo3DH86hyj3KUWZkrxpGBg/nmqEyxkAkHOCea6RtD3gAowA6DI/xqN9AVhzEePcf40lOK6j5ZHOiFTgqoCgdQKlE5hiKCQg/3ia2f+EXcn90Dk9mIwP1qufCd3JJuYqR/vUOcX1Dll2MtYRcYTzySeW+npVm20uGfUY7S9QrZzsGjuUI3wSgY/FSMflWivhaeD+M/QEVastBu5dRt7eTCxF95bcCcDk1lUcJRabNKfNGSaO20rThpmnRWnmmQR5+cjBPOa0KQDAAHalrgOptt3YtFFFABRRRQAUUUUAFFFFAH/9k=", "path": "000165.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.
000166
Men Tshirts
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", "path": "000166.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.
000167
Men Tshirts
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", "path": "000167.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.
000168
Men Tshirts
{ "bytes": 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", "path": "000168.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.
000169
Men Tshirts
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", "path": "000169.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.
000170
Men Tshirts
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"path": "000170.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.
000171
Men Tshirts
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", "path": "000171.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.
000172
Men Tshirts
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", "path": "000172.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.
000173
Men Tshirts
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", "path": "000173.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.
000174
Men Tshirts
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", "path": "000174.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.
000175
Men Tshirts
{ "bytes": 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", "path": "000175.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.
000176
Men Tshirts
{ "bytes": 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", "path": "000176.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.
000177
Men Tshirts
{ "bytes": 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", "path": "000177.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.
000178
Men Tshirts
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"path": "000178.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.
000179
Men Tshirts
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", "path": "000179.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.
000180
Men Tshirts
{ "bytes": 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", "path": "000180.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.
000181
Men Tshirts
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", "path": "000181.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.
000182
Men Tshirts
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", "path": "000182.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.
000183
Men Tshirts
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", "path": "000183.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.
000184
Men Tshirts
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", "path": "000184.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.
000185
Men Tshirts
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", "path": "000185.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.
000186
Men Tshirts
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", "path": "000186.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.
000187
Men Tshirts
{ "bytes": 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", "path": "000187.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.
000188
Men Tshirts
{ "bytes": 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", "path": "000188.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.
000189
Men Tshirts
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", "path": "000189.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.
000190
Men Tshirts
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", "path": "000190.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.
000191
Men Tshirts
{ "bytes": 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", "path": "000191.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.
000192
Men Tshirts
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", "path": "000192.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.
000193
Men Tshirts
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", "path": "000193.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.
000194
Men Tshirts
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", "path": "000194.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.
000195
Men Tshirts
{ "bytes": 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", "path": "000195.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.
000196
Men Tshirts
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", "path": "000196.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.
000197
Men Tshirts
{ "bytes": 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", "path": "000197.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.
000198
Men Tshirts
{ "bytes": 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", "path": "000198.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.
000199
Men Tshirts
{ "bytes": 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", 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